{
  "cells": [
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "id": "AO7EIAPjciKB"
      },
      "outputs": [],
      "source": [
        "### Ericsson_ML_Challenge_MaterialType_Prediction"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {
        "id": "PW7LI6b4cnxf"
      },
      "outputs": [],
      "source": [
        "###!mkdir ~/.kaggle"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {
        "id": "MDMSLwjmcn1P"
      },
      "outputs": [],
      "source": [
        "###!cp /kaggle.json ~/.kaggle/"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {
        "id": "wSrXLZjccn4X"
      },
      "outputs": [],
      "source": [
        "###!chmod 600 ~/.kaggle/kaggle.json"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {
        "id": "h61s9qtIcn7Q"
      },
      "outputs": [],
      "source": [
        "###! pip install kaggle"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {
        "id": "i9yUJOMjcn-b"
      },
      "outputs": [],
      "source": [
        "###!pip install keras-tuner"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {
        "id": "eOmA0s-CcoBH"
      },
      "outputs": [],
      "source": [
        "###!kaggle datasets download -d saranyashalya/ericsson-ml-challenge-materialtype-prediction"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {
        "id": "Q731Zv8FfZKi"
      },
      "outputs": [],
      "source": [
        "###! unzip /content/ericsson-ml-challenge-materialtype-prediction.zip"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 9,
      "metadata": {
        "id": "w-g98wUffZVP"
      },
      "outputs": [],
      "source": [
        "###! pip install tensorflow"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "metadata": {
        "id": "ES8vmLlKfZkh"
      },
      "outputs": [],
      "source": [
        "###! pip install bayesian-optimization"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "metadata": {
        "id": "TIqW4qVhIlH8"
      },
      "outputs": [],
      "source": [
        "####!pip install pandas"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 12,
      "metadata": {
        "id": "vATXQBAdfpGn"
      },
      "outputs": [],
      "source": [
        "import pandas as pd\n",
        "import numpy as np\n",
        "import tensorflow as tf\n",
        "from sklearn import preprocessing\n",
        "import matplotlib.pyplot as plt\n",
        "tf.random.set_seed(123)\n",
        "np.random.seed(123)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "metadata": {
        "id": "vNaWsWdpAhtv"
      },
      "outputs": [],
      "source": [
        "##!pip install bayesian-optimization"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 14,
      "metadata": {
        "id": "s88RsMNifstL"
      },
      "outputs": [],
      "source": [
        "# Import packages\n",
        "import numpy as np\n",
        "import pandas as pd\n",
        "import matplotlib.pyplot as plt\n",
        "import seaborn as sns\n",
        "from sklearn.model_selection import train_test_split\n",
        "from sklearn.model_selection import cross_val_score\n",
        "from keras.models import Sequential\n",
        "from keras.layers import Dense, BatchNormalization, Dropout\n",
        "#from tensorflow.keras.optimizers import Adam, SGD, RMSprop, Adadelta, Adagrad, Adamax, Nadam, Ftrl\n",
        "from keras.callbacks import EarlyStopping, ModelCheckpoint\n",
        "###from keras.wrappers.scikit_learn import KerasClassifier\n",
        "from math import floor\n",
        "from sklearn.metrics import make_scorer, accuracy_score\n",
        "from bayes_opt import BayesianOptimization\n",
        "from sklearn.model_selection import StratifiedKFold\n",
        "from keras.layers import LeakyReLU\n",
        "LeakyReLU = LeakyReLU(alpha=0.1)\n",
        "import warnings\n",
        "warnings.filterwarnings('ignore')\n",
        "pd.set_option(\"display.max_columns\", None)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 15,
      "metadata": {
        "id": "5VENaHXffvkm"
      },
      "outputs": [],
      "source": [
        "# Import packages\n",
        "# Basic packages\n",
        "\n",
        "import pickle\n",
        "from math import floor\n",
        "from sklearn.model_selection import train_test_split, cross_val_score\n",
        "from sklearn.preprocessing import MinMaxScaler\n",
        "\n",
        "# Evaluation and bayesian optimization\n",
        "from sklearn.metrics import make_scorer, mean_absolute_error\n",
        "from sklearn.metrics import mean_squared_error as MSE\n",
        "from hyperopt import hp, fmin, tpe\n",
        "from sklearn.model_selection import GridSearchCV, StratifiedKFold\n",
        "\n",
        "import warnings\n",
        "warnings.filterwarnings('ignore')\n",
        "pd.set_option(\"display.max_columns\", None)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 16,
      "metadata": {
        "id": "2fHwy3dlf3OP"
      },
      "outputs": [],
      "source": [
        "train_data = pd.read_csv(\"/content/train_file.csv\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 17,
      "metadata": {
        "id": "KWnFg3v7f9d2"
      },
      "outputs": [],
      "source": [
        "test_data = pd.read_csv(\"/content/test_file.csv\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 18,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "V0q6h0G9gq3t",
        "outputId": "1dfe7b31-8c73-4bc1-e712-d3281dee8564"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "(31653, 12) (21102, 11)\n"
          ]
        }
      ],
      "source": [
        "print(train_data.shape, test_data.shape)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 19,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "u-ajVQqaguxv",
        "outputId": "7184787a-9f70-4cbb-c047-bb749b3fe62d"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "Index(['ID', 'UsageClass', 'CheckoutType', 'CheckoutYear', 'CheckoutMonth',\n",
              "       'Checkouts', 'Title', 'Creator', 'Subjects', 'Publisher',\n",
              "       'PublicationYear', 'MaterialType'],\n",
              "      dtype='object')"
            ]
          },
          "execution_count": 19,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "train_data.columns"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 20,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 354
        },
        "id": "jYH3BBHfhhQq",
        "outputId": "b06e3ef4-1dd7-4395-8ddf-80166dace4fd"
      },
      "outputs": [
        {
          "data": {
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              "    <div>\n",
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              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
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              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
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              "    .dataframe thead th {\n",
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              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>ID</th>\n",
              "      <th>UsageClass</th>\n",
              "      <th>CheckoutType</th>\n",
              "      <th>CheckoutYear</th>\n",
              "      <th>CheckoutMonth</th>\n",
              "      <th>Checkouts</th>\n",
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              "      <th>Subjects</th>\n",
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              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>1</td>\n",
              "      <td>Physical</td>\n",
              "      <td>Horizon</td>\n",
              "      <td>2005</td>\n",
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              "      <td>Enslow Publishers,</td>\n",
              "      <td>c2002.</td>\n",
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              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
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              "        document.querySelector('#df-a9acbbfb-e8d9-46d8-a28c-218f6a95719e button.colab-df-convert');\n",
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              "                                                    [key], {});\n",
              "        if (!dataTable) return;\n",
              "\n",
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              "          + ' to learn more about interactive tables.';\n",
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              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
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              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
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              "    background-color: var(--disabled-bg-color);\n",
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              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
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              "    60% {\n",
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              "      border-right-color: var(--fill-color);\n",
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              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
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              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
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              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-5abc01ea-3c29-4b03-9357-178ff66c6663 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "text/plain": [
              "   ID UsageClass CheckoutType  CheckoutYear  CheckoutMonth  Checkouts  \\\n",
              "0   1   Physical      Horizon          2005              4          1   \n",
              "1   2   Physical      Horizon          2005              4          1   \n",
              "2   3   Physical      Horizon          2005              4          3   \n",
              "\n",
              "                                               Title               Creator  \\\n",
              "0                                         Tidal wave                   NaN   \n",
              "1                     London holiday / Richard Peck.  Peck, Richard, 1934-   \n",
              "2  Cinco de Mayo : celebrating Hispanic pride / C...      Gnojewski, Carol   \n",
              "\n",
              "                                            Subjects           Publisher  \\\n",
              "0             Tsunamis, Tsunamis Juvenile literature                 NaN   \n",
              "1                                                NaN             Viking,   \n",
              "2  Cinco de Mayo Mexican holiday History Juvenile...  Enslow Publishers,   \n",
              "\n",
              "  PublicationYear MaterialType  \n",
              "0             NaN         BOOK  \n",
              "1           1998.         BOOK  \n",
              "2          c2002.         BOOK  "
            ]
          },
          "execution_count": 20,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "train_data.head(3)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 21,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "1F2CAv8dg1Uw",
        "outputId": "a3382eeb-631c-4666-b1e6-1f0287089b5a"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "BOOK         21707\n",
              "SOUNDDISC     4149\n",
              "VIDEOCASS     2751\n",
              "VIDEODISC     1420\n",
              "SOUNDCASS     1020\n",
              "MIXED          347\n",
              "MUSIC          165\n",
              "CR              94\n",
              "Name: MaterialType, dtype: int64"
            ]
          },
          "execution_count": 21,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "train_data[\"MaterialType\"].value_counts()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 22,
      "metadata": {
        "id": "Oz7vne3yg7cl"
      },
      "outputs": [],
      "source": [
        "test_data[\"MaterialType\"] = 0"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 23,
      "metadata": {
        "id": "GCxmtR_GhCum"
      },
      "outputs": [],
      "source": [
        "from matplotlib_venn import venn2, venn2_circles, venn2_unweighted\n",
        "from matplotlib_venn import venn3, venn3_circles"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 24,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 298
        },
        "id": "HJZFpA3nhGe9",
        "outputId": "2c67e0b4-2bb2-4278-88cb-436eeea5f59d"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "<matplotlib_venn._common.VennDiagram at 0x7b41849e2290>"
            ]
          },
          "execution_count": 24,
          "metadata": {},
          "output_type": "execute_result"
        },
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "set_numbers_train = set(train_data[['ID']].drop_duplicates().sort_values(by = 'ID')['ID'].tolist())\n",
        "set_numbers_test = set(test_data[['ID']].drop_duplicates().sort_values(by = 'ID')['ID'].tolist())\n",
        "venn2((set_numbers_train, set_numbers_test), set_labels = ('Train numbers', 'Test numbers'))"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "wDGpYSs6hSeu"
      },
      "source": [
        "### The above data explains the `size` of train and test data."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 25,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "ce-2DXxthIJi",
        "outputId": "a34d2d35-8ba1-4a07-de8a-ea766f531245"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "Index(['ID', 'UsageClass', 'CheckoutType', 'CheckoutYear', 'CheckoutMonth',\n",
              "       'Checkouts', 'Title', 'Creator', 'Subjects', 'Publisher',\n",
              "       'PublicationYear', 'MaterialType'],\n",
              "      dtype='object')"
            ]
          },
          "execution_count": 25,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "train_data.columns"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 26,
      "metadata": {
        "id": "R-22uBJfhj81"
      },
      "outputs": [],
      "source": [
        "num_var = [feature for feature in train_data.columns if train_data[feature].dtypes != 'O']\n",
        "discrete_var = [feature for feature in num_var if len(train_data[feature].unique()) <= 25]\n",
        "cont_var = [feature for feature in num_var if feature not in discrete_var]\n",
        "categ_var = [feature for feature in train_data.columns if feature not in num_var]"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 27,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "LbEgL7V2hpnu",
        "outputId": "52f4a2bd-b8d2-42a8-9d00-89c4a043c8a2"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "The Numerical Variables are : ['ID', 'CheckoutYear', 'CheckoutMonth', 'Checkouts']\n",
            "The Discreate Variables are : ['CheckoutYear', 'CheckoutMonth']\n",
            "The Continuous Variables are : ['ID', 'Checkouts']\n",
            "The Categorical Variables are : ['UsageClass', 'CheckoutType', 'Title', 'Creator', 'Subjects', 'Publisher', 'PublicationYear', 'MaterialType']\n"
          ]
        }
      ],
      "source": [
        "print(\"The Numerical Variables are :\", num_var)\n",
        "print(\"The Discreate Variables are :\", discrete_var)\n",
        "print(\"The Continuous Variables are :\", cont_var)\n",
        "print(\"The Categorical Variables are :\", categ_var)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "5DIRfc7qkSKN"
      },
      "source": [
        "### CHECKING `NULL VALUES` OR NOT"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 28,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "kb-rJ0dHkcod",
        "outputId": "34246005-a6b7-4eef-f039-770cdd3d1ea1"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "ID                     0\n",
              "UsageClass             0\n",
              "CheckoutType           0\n",
              "CheckoutYear           0\n",
              "CheckoutMonth          0\n",
              "Checkouts              0\n",
              "Title                  0\n",
              "Creator            23137\n",
              "Subjects            1763\n",
              "Publisher          21916\n",
              "PublicationYear    21931\n",
              "MaterialType           0\n",
              "dtype: int64"
            ]
          },
          "execution_count": 28,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "train_data.isnull().sum()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 29,
      "metadata": {
        "id": "QjoP__S3krV6"
      },
      "outputs": [],
      "source": [
        "train_data = train_data.fillna(0)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 30,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "T3ef48nWk3Ai",
        "outputId": "86d4426b-2660-424c-8160-13605a62bada"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "ID                 0\n",
              "UsageClass         0\n",
              "CheckoutType       0\n",
              "CheckoutYear       0\n",
              "CheckoutMonth      0\n",
              "Checkouts          0\n",
              "Title              0\n",
              "Creator            0\n",
              "Subjects           0\n",
              "Publisher          0\n",
              "PublicationYear    0\n",
              "MaterialType       0\n",
              "dtype: int64"
            ]
          },
          "execution_count": 30,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "train_data.isnull().sum()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 31,
      "metadata": {
        "id": "p4g6ZjtfC7O0"
      },
      "outputs": [],
      "source": [
        "test_data = test_data.fillna(0)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "l-lV7q2DiGIA"
      },
      "source": [
        "### CATEGORICAL   VARIABLES"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 32,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "3IfNtha8h-pE",
        "outputId": "dd8234f5-debf-4b68-cc70-a95794eb2de9"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "Index(['ID', 'UsageClass', 'CheckoutType', 'CheckoutYear', 'CheckoutMonth',\n",
              "       'Checkouts', 'Title', 'Creator', 'Subjects', 'Publisher',\n",
              "       'PublicationYear', 'MaterialType'],\n",
              "      dtype='object')"
            ]
          },
          "execution_count": 32,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "train_data.columns"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 33,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "ww0ENEz3i2Ws",
        "outputId": "c1eec719-9348-4ca3-85ee-c95e045ddf01"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "BOOK         21707\n",
              "SOUNDDISC     4149\n",
              "VIDEOCASS     2751\n",
              "VIDEODISC     1420\n",
              "SOUNDCASS     1020\n",
              "MIXED          347\n",
              "MUSIC          165\n",
              "CR              94\n",
              "Name: MaterialType, dtype: int64"
            ]
          },
          "execution_count": 33,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "train_data[\"MaterialType\"].value_counts()"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "esw4E8B8BdNx"
      },
      "source": [
        "### {0: 'BOOK', 1: 'CR', 2: 'MIXED', 3: 'MUSIC', 4: 'SOUNDCASS', 5: 'SOUNDDISC', 6: 'VIDEOCASS', 7: 'VIDEODISC'}"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 34,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "z-Jn5LAFi7nM",
        "outputId": "306da0e9-6aa2-430a-9928-88a1d7f3d0b6"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "{0: 'BOOK', 1: 'CR', 2: 'MIXED', 3: 'MUSIC', 4: 'SOUNDCASS', 5: 'SOUNDDISC', 6: 'VIDEOCASS', 7: 'VIDEODISC'}\n"
          ]
        }
      ],
      "source": [
        "c = train_data[\"MaterialType\"].astype('category')\n",
        "d = dict(enumerate(c.cat.categories))\n",
        "print(d)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 35,
      "metadata": {
        "id": "vruwCOqUjDu0"
      },
      "outputs": [],
      "source": [
        "train_data['MaterialType'] = train_data.MaterialType.astype('category').cat.codes"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "G6DLrIz_jUV-"
      },
      "source": [
        "### Analysis For `Numerical` Variables"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 36,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "1wizFddojL_U",
        "outputId": "592128ea-c71f-43d7-ab68-b5ced3e98db2"
      },
      "outputs": [
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "text/plain": [
              "<Figure size 300x300 with 0 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "text/plain": [
              "<Figure size 300x300 with 0 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "text/plain": [
              "<Figure size 300x300 with 0 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "text/plain": [
              "<Figure size 300x300 with 0 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "#import seaborn as sns\n",
        "#import matplotlib.pyplot as plt\n",
        "\n",
        "for feature in num_var:\n",
        "  data=train_data.copy()\n",
        "  sns.distplot(train_data[feature])\n",
        "  plt.xlabel(feature)\n",
        "  plt.ylabel(\"Count\")\n",
        "  plt.title(feature)\n",
        "  plt.figure(figsize=(3,3))\n",
        "  plt.show()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 37,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 354
        },
        "id": "MHXwPvlnkF7Q",
        "outputId": "df96e35c-4c8a-4994-9c47-f74a98945b00"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "  <div id=\"df-e5ca9af4-5171-497d-97cd-19bec69f840e\" 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>ID</th>\n",
              "      <th>UsageClass</th>\n",
              "      <th>CheckoutType</th>\n",
              "      <th>CheckoutYear</th>\n",
              "      <th>CheckoutMonth</th>\n",
              "      <th>Checkouts</th>\n",
              "      <th>Title</th>\n",
              "      <th>Creator</th>\n",
              "      <th>Subjects</th>\n",
              "      <th>Publisher</th>\n",
              "      <th>PublicationYear</th>\n",
              "      <th>MaterialType</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>1</td>\n",
              "      <td>Physical</td>\n",
              "      <td>Horizon</td>\n",
              "      <td>2005</td>\n",
              "      <td>4</td>\n",
              "      <td>1</td>\n",
              "      <td>Tidal wave</td>\n",
              "      <td>0</td>\n",
              "      <td>Tsunamis, Tsunamis Juvenile literature</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>2</td>\n",
              "      <td>Physical</td>\n",
              "      <td>Horizon</td>\n",
              "      <td>2005</td>\n",
              "      <td>4</td>\n",
              "      <td>1</td>\n",
              "      <td>London holiday / Richard Peck.</td>\n",
              "      <td>Peck, Richard, 1934-</td>\n",
              "      <td>0</td>\n",
              "      <td>Viking,</td>\n",
              "      <td>1998.</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>3</td>\n",
              "      <td>Physical</td>\n",
              "      <td>Horizon</td>\n",
              "      <td>2005</td>\n",
              "      <td>4</td>\n",
              "      <td>3</td>\n",
              "      <td>Cinco de Mayo : celebrating Hispanic pride / C...</td>\n",
              "      <td>Gnojewski, Carol</td>\n",
              "      <td>Cinco de Mayo Mexican holiday History Juvenile...</td>\n",
              "      <td>Enslow Publishers,</td>\n",
              "      <td>c2002.</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "    <div class=\"colab-df-buttons\">\n",
              "\n",
              "  <div class=\"colab-df-container\">\n",
              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-e5ca9af4-5171-497d-97cd-19bec69f840e')\"\n",
              "            title=\"Convert this dataframe to an interactive table.\"\n",
              "            style=\"display:none;\">\n",
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              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      gap: 12px;\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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              "      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",
              "    .colab-df-buttons div {\n",
              "      margin-bottom: 4px;\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-e5ca9af4-5171-497d-97cd-19bec69f840e 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-e5ca9af4-5171-497d-97cd-19bec69f840e');\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",
              "\n",
              "\n",
              "<div id=\"df-3a305062-0796-4578-867f-c24cd403fff3\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-3a305062-0796-4578-867f-c24cd403fff3')\"\n",
              "            title=\"Suggest charts\"\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",
              "    <g>\n",
              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
              "    </g>\n",
              "</svg>\n",
              "  </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
              "      --fill-color: #1967D2;\n",
              "      --hover-bg-color: #E2EBFA;\n",
              "      --hover-fill-color: #174EA6;\n",
              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-3a305062-0796-4578-867f-c24cd403fff3 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "text/plain": [
              "   ID UsageClass CheckoutType  CheckoutYear  CheckoutMonth  Checkouts  \\\n",
              "0   1   Physical      Horizon          2005              4          1   \n",
              "1   2   Physical      Horizon          2005              4          1   \n",
              "2   3   Physical      Horizon          2005              4          3   \n",
              "\n",
              "                                               Title               Creator  \\\n",
              "0                                         Tidal wave                     0   \n",
              "1                     London holiday / Richard Peck.  Peck, Richard, 1934-   \n",
              "2  Cinco de Mayo : celebrating Hispanic pride / C...      Gnojewski, Carol   \n",
              "\n",
              "                                            Subjects           Publisher  \\\n",
              "0             Tsunamis, Tsunamis Juvenile literature                   0   \n",
              "1                                                  0             Viking,   \n",
              "2  Cinco de Mayo Mexican holiday History Juvenile...  Enslow Publishers,   \n",
              "\n",
              "  PublicationYear  MaterialType  \n",
              "0               0             0  \n",
              "1           1998.             0  \n",
              "2          c2002.             0  "
            ]
          },
          "execution_count": 37,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "train_data.head(3)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 38,
      "metadata": {
        "id": "WJQs04h8lDAv"
      },
      "outputs": [],
      "source": [
        "##! pip install klib"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "1YUThQhVlFG2"
      },
      "source": [
        "#### Using KLIB Library"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 39,
      "metadata": {
        "id": "HWyQ_P7olDI_"
      },
      "outputs": [],
      "source": [
        "import klib"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 40,
      "metadata": {
        "id": "o9tbm6qvlS5y"
      },
      "outputs": [],
      "source": [
        "train_data = klib.clean_column_names(train_data)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 41,
      "metadata": {
        "id": "zZaCLEKllvMs"
      },
      "outputs": [],
      "source": [
        "test_data = klib.clean_column_names(test_data)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 42,
      "metadata": {
        "id": "pp0K8dfumUfk"
      },
      "outputs": [],
      "source": [
        "train_data = klib.convert_datatypes(train_data)\n",
        "test_data = klib.convert_datatypes(test_data)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 43,
      "metadata": {
        "id": "ZQpyltvCmgYE"
      },
      "outputs": [],
      "source": [
        "train_data = klib.mv_col_handling(train_data)\n",
        "test_data = klib.mv_col_handling(test_data)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 44,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "tkqwblelmkP3",
        "outputId": "c2216e24-aebb-4416-d17c-57d148ee839b"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "id                     int16\n",
              "usage_class         category\n",
              "checkout_type       category\n",
              "checkout_year          int16\n",
              "checkout_month          int8\n",
              "checkouts               int8\n",
              "title                 string\n",
              "creator               object\n",
              "subjects              object\n",
              "publisher             object\n",
              "publication_year    category\n",
              "material_type           int8\n",
              "dtype: object"
            ]
          },
          "execution_count": 44,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "train_data.dtypes"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "BDLAhPSVmz93"
      },
      "source": [
        "### Data Conversion"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 45,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 254
        },
        "id": "EX6JmgTAmzPM",
        "outputId": "cb270cca-c523-4531-a1fd-12960edf7540"
      },
      "outputs": [
        {
          "data": {
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              "\n",
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              "    <div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
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              "\n",
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              "      <th></th>\n",
              "      <th>id</th>\n",
              "      <th>usage_class</th>\n",
              "      <th>checkout_type</th>\n",
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              "  <tbody>\n",
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              "      <th>0</th>\n",
              "      <td>1</td>\n",
              "      <td>Physical</td>\n",
              "      <td>Horizon</td>\n",
              "      <td>2005</td>\n",
              "      <td>4</td>\n",
              "      <td>1</td>\n",
              "      <td>Tidal wave</td>\n",
              "      <td>0</td>\n",
              "      <td>Tsunamis, Tsunamis Juvenile literature</td>\n",
              "      <td>0</td>\n",
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              "      <td>Horizon</td>\n",
              "      <td>2005</td>\n",
              "      <td>4</td>\n",
              "      <td>1</td>\n",
              "      <td>London holiday / Richard Peck.</td>\n",
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              "      <td>1998.</td>\n",
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              "\n",
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              "      background-color: #E8F0FE;\n",
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              "      border-radius: 50%;\n",
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              "      display: none;\n",
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              "      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",
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              "\n",
              "    .colab-df-buttons div {\n",
              "      margin-bottom: 4px;\n",
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              "\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",
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              "\n",
              "    <script>\n",
              "      const buttonEl =\n",
              "        document.querySelector('#df-a7cc3267-66d9-4df2-a167-f53790fc6a15 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-a7cc3267-66d9-4df2-a167-f53790fc6a15');\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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              "\n",
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              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-4f48689a-7f33-40c6-a95b-414c45861277')\"\n",
              "            title=\"Suggest charts\"\n",
              "            style=\"display:none;\">\n",
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              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
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              "    </g>\n",
              "</svg>\n",
              "  </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
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              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
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              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
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              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
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              "    20% {\n",
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              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
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              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-4f48689a-7f33-40c6-a95b-414c45861277 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "text/plain": [
              "   id usage_class checkout_type  checkout_year  checkout_month  checkouts  \\\n",
              "0   1    Physical       Horizon           2005               4          1   \n",
              "1   2    Physical       Horizon           2005               4          1   \n",
              "\n",
              "                            title               creator  \\\n",
              "0                      Tidal wave                     0   \n",
              "1  London holiday / Richard Peck.  Peck, Richard, 1934-   \n",
              "\n",
              "                                 subjects publisher publication_year  \\\n",
              "0  Tsunamis, Tsunamis Juvenile literature         0                0   \n",
              "1                                       0   Viking,            1998.   \n",
              "\n",
              "   material_type  \n",
              "0              0  \n",
              "1              0  "
            ]
          },
          "execution_count": 45,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "train_data.head(2)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 46,
      "metadata": {
        "id": "_EDPHnm6mzZk"
      },
      "outputs": [],
      "source": [
        "train_data[\"usage_class\"] = train_data[\"usage_class\"].astype('category').cat.codes\n",
        "test_data[\"usage_class\"] = test_data[\"usage_class\"].astype('category').cat.codes\n",
        "train_data[\"checkout_type\"] = train_data[\"checkout_type\"].astype('category').cat.codes\n",
        "test_data[\"checkout_type\"] = test_data[\"checkout_type\"].astype('category').cat.codes\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 47,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "LcyOnuKSneSV",
        "outputId": "20d185dd-f7a5-4779-a8ba-1b6e7d23c36b"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "id                     int16\n",
              "usage_class             int8\n",
              "checkout_type           int8\n",
              "checkout_year          int16\n",
              "checkout_month          int8\n",
              "checkouts               int8\n",
              "title                 string\n",
              "creator               object\n",
              "subjects              object\n",
              "publisher             object\n",
              "publication_year    category\n",
              "material_type           int8\n",
              "dtype: object"
            ]
          },
          "execution_count": 47,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "train_data.dtypes"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 48,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 354
        },
        "id": "_UaIZ8s4G9Jc",
        "outputId": "5f222a8e-3f63-41a5-89d7-80b42c055e50"
      },
      "outputs": [
        {
          "data": {
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              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
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              "        const element = document.querySelector('#df-5509ac33-d05e-4db6-b0eb-bd88732e6f2d');\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",
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              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
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              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
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              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
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              "    animation:\n",
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              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
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              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-b2181a59-522f-4f88-8131-55f72c534732 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "text/plain": [
              "   id  usage_class  checkout_type  checkout_year  checkout_month  checkouts  \\\n",
              "0   1            0              0           2005               4          1   \n",
              "1   2            0              0           2005               4          1   \n",
              "2   3            0              0           2005               4          3   \n",
              "\n",
              "                                               title               creator  \\\n",
              "0                                         Tidal wave                     0   \n",
              "1                     London holiday / Richard Peck.  Peck, Richard, 1934-   \n",
              "2  Cinco de Mayo : celebrating Hispanic pride / C...      Gnojewski, Carol   \n",
              "\n",
              "                                            subjects           publisher  \\\n",
              "0             Tsunamis, Tsunamis Juvenile literature                   0   \n",
              "1                                                  0             Viking,   \n",
              "2  Cinco de Mayo Mexican holiday History Juvenile...  Enslow Publishers,   \n",
              "\n",
              "  publication_year  material_type  \n",
              "0                0              0  \n",
              "1            1998.              0  \n",
              "2           c2002.              0  "
            ]
          },
          "execution_count": 48,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "train_data.head(3)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 49,
      "metadata": {
        "id": "bhDL8oDG1taq"
      },
      "outputs": [],
      "source": [
        "import re\n",
        "def publication_year(s):\n",
        "    '''\n",
        "    '''\n",
        "    k = re.findall(r'\\d{4}', s)\n",
        "    if len(k) != 0:\n",
        "        try:\n",
        "            k = sorted(k)[0]\n",
        "            k = (pd.to_datetime('now').year - pd.to_datetime(k, format = '%Y').year)\n",
        "        except:\n",
        "            k = pd.period_range(start = k, end = '1678', freq = 'Y')\n",
        "            k = len(k)\n",
        "            k = (pd.to_datetime('now').year - pd.to_datetime('1678', format = '%Y').year + k)\n",
        "    else:\n",
        "        k = 0\n",
        "    return k"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 50,
      "metadata": {
        "id": "6mAQoN4Y4WMe"
      },
      "outputs": [],
      "source": [
        "###train_data['publication_year'][:100]"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 51,
      "metadata": {
        "id": "RQAK24zgGgXD"
      },
      "outputs": [],
      "source": [
        "train_data[\"publication_year\"] = train_data[\"publication_year\"].astype(str)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 52,
      "metadata": {
        "id": "bExo05Mgy7Ob"
      },
      "outputs": [],
      "source": [
        "train_data[\"publication_year\"] = train_data[\"publication_year\"].apply(publication_year)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 53,
      "metadata": {
        "id": "M_iAO4DTHT9j"
      },
      "outputs": [],
      "source": [
        "test_data[\"publication_year\"] = test_data[\"publication_year\"].astype(str)\n",
        "test_data[\"publication_year\"] = test_data[\"publication_year\"].apply(publication_year)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 54,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 254
        },
        "id": "r4hsvsL_HaqY",
        "outputId": "98d60262-93cc-4a8c-89f3-874572bb3408"
      },
      "outputs": [
        {
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              "      <th></th>\n",
              "      <th>id</th>\n",
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              "      <th>creator</th>\n",
              "      <th>subjects</th>\n",
              "      <th>publisher</th>\n",
              "      <th>publication_year</th>\n",
              "      <th>material_type</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>2005</td>\n",
              "      <td>4</td>\n",
              "      <td>1</td>\n",
              "      <td>Tidal wave</td>\n",
              "      <td>0</td>\n",
              "      <td>Tsunamis, Tsunamis Juvenile literature</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>2</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>2005</td>\n",
              "      <td>4</td>\n",
              "      <td>1</td>\n",
              "      <td>London holiday / Richard Peck.</td>\n",
              "      <td>Peck, Richard, 1934-</td>\n",
              "      <td>0</td>\n",
              "      <td>Viking,</td>\n",
              "      <td>25</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "    <div class=\"colab-df-buttons\">\n",
              "\n",
              "  <div class=\"colab-df-container\">\n",
              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-52126eb0-abf5-47f2-8466-c3883e6d9648')\"\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 -960 960 960\">\n",
              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
              "  </svg>\n",
              "    </button>\n",
              "\n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\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",
              "    .colab-df-buttons div {\n",
              "      margin-bottom: 4px;\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-52126eb0-abf5-47f2-8466-c3883e6d9648 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-52126eb0-abf5-47f2-8466-c3883e6d9648');\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",
              "\n",
              "\n",
              "<div id=\"df-24873b04-5306-4a94-8984-2a5bfc70456c\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-24873b04-5306-4a94-8984-2a5bfc70456c')\"\n",
              "            title=\"Suggest charts\"\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",
              "    <g>\n",
              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
              "    </g>\n",
              "</svg>\n",
              "  </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
              "      --fill-color: #1967D2;\n",
              "      --hover-bg-color: #E2EBFA;\n",
              "      --hover-fill-color: #174EA6;\n",
              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-24873b04-5306-4a94-8984-2a5bfc70456c button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "text/plain": [
              "   id  usage_class  checkout_type  checkout_year  checkout_month  checkouts  \\\n",
              "0   1            0              0           2005               4          1   \n",
              "1   2            0              0           2005               4          1   \n",
              "\n",
              "                            title               creator  \\\n",
              "0                      Tidal wave                     0   \n",
              "1  London holiday / Richard Peck.  Peck, Richard, 1934-   \n",
              "\n",
              "                                 subjects publisher  publication_year  \\\n",
              "0  Tsunamis, Tsunamis Juvenile literature         0                 0   \n",
              "1                                       0   Viking,                25   \n",
              "\n",
              "   material_type  \n",
              "0              0  \n",
              "1              0  "
            ]
          },
          "execution_count": 54,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "train_data.head(2)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 55,
      "metadata": {
        "id": "OYYECAPoj150"
      },
      "outputs": [],
      "source": [
        "###!pip install textblob"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 56,
      "metadata": {
        "id": "XCpFJm8eLgDa"
      },
      "outputs": [],
      "source": [
        "###! pip install pickle"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 57,
      "metadata": {
        "id": "nRctAEr7LgJw"
      },
      "outputs": [],
      "source": [
        "import pandas, numpy, string, textblob\n",
        "import pickle\n",
        "from sklearn import model_selection, preprocessing, linear_model, naive_bayes, metrics, svm, decomposition, ensemble\n",
        "from sklearn.feature_extraction.text import TfidfVectorizer, CountVectorizer\n",
        "import xgboost\n",
        "from keras import layers, models, optimizers\n",
        "from keras.preprocessing import text, sequence\n",
        "import matplotlib.pyplot as plt"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 58,
      "metadata": {
        "id": "fx6OyqN3Lga-"
      },
      "outputs": [],
      "source": [
        "import string\n",
        "import re\n",
        "def clean_text(text):\n",
        "    '''Make text lowercase, remove text in square brackets,remove links,remove punctuation\n",
        "    and remove words containing numbers.'''\n",
        "    text = text.lower()\n",
        "    text = re.sub('\\[.*?\\]', '', text)\n",
        "    text = re.sub('https?://\\S+|www\\.\\S+', '', text)\n",
        "    text = re.sub('<.*?>+', '', text)\n",
        "    text = re.sub('[%s]' % re.escape(string.punctuation), '', text)\n",
        "    text = re.sub('\\n', '', text)\n",
        "    text = re.sub('\\d+', '', text)\n",
        "    text = re.sub('\\w*\\d\\w*', '', text)\n",
        "    return text"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 59,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "i7RPeRqkMrdc",
        "outputId": "bfbffd6f-3f3f-439d-82d1-1d41d0bafc52"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "Index(['id', 'usage_class', 'checkout_type', 'checkout_year', 'checkout_month',\n",
              "       'checkouts', 'title', 'creator', 'subjects', 'publisher',\n",
              "       'publication_year', 'material_type'],\n",
              "      dtype='object')"
            ]
          },
          "execution_count": 59,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "train_data.columns"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 60,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "xyy40V9ohYXt",
        "outputId": "33fd7d25-9bfc-4b92-da95-c5616ea4e9d5"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "Index(['id', 'usage_class', 'checkout_type', 'checkout_year', 'checkout_month',\n",
              "       'checkouts', 'title', 'creator', 'subjects', 'publisher',\n",
              "       'publication_year', 'material_type'],\n",
              "      dtype='object')"
            ]
          },
          "execution_count": 60,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "test_data.columns"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 61,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "HQmwqwY9TTre",
        "outputId": "84f8c5e3-257e-451e-9bb6-88375e8f120a"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "id                  0\n",
              "usage_class         0\n",
              "checkout_type       0\n",
              "checkout_year       0\n",
              "checkout_month      0\n",
              "checkouts           0\n",
              "title               0\n",
              "creator             0\n",
              "subjects            0\n",
              "publisher           0\n",
              "publication_year    0\n",
              "material_type       0\n",
              "dtype: int64"
            ]
          },
          "execution_count": 61,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "train_data.isnull().sum()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 62,
      "metadata": {
        "id": "iv9t_F0bU93t"
      },
      "outputs": [],
      "source": [
        "train_data[\"title\"] = train_data[\"title\"].astype('string')\n",
        "train_data[\"creator\"] = train_data[\"creator\"].astype('string')\n",
        "train_data[\"subjects\"] = train_data[\"subjects\"].astype('string')\n",
        "train_data[\"publisher\"] = train_data[\"publisher\"].astype('string')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 63,
      "metadata": {
        "id": "Djk-M2Sfmi4H"
      },
      "outputs": [],
      "source": [
        "test_data[\"title\"] = test_data[\"title\"].astype('string')\n",
        "#test_data[\"creator\"] = test_data[\"creator\"].astype('string')\n",
        "test_data[\"subjects\"] = test_data[\"subjects\"].astype('string')\n",
        "#test_data[\"publisher\"] = test_data[\"publisher\"].astype('string')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 64,
      "metadata": {
        "id": "Rywpo4fxUdP4"
      },
      "outputs": [],
      "source": [
        "train_data[\"title\"] = train_data[\"title\"].apply(lambda x: clean_text(x))\n",
        "train_data[\"creator\"] = train_data[\"creator\"].apply(lambda x: clean_text(x))\n",
        "train_data[\"subjects\"] = train_data[\"subjects\"].apply(lambda x: clean_text(x))\n",
        "train_data[\"publisher\"] = train_data[\"publisher\"].apply(lambda x: clean_text(x))\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 65,
      "metadata": {
        "id": "x0UYBL_XMjnx"
      },
      "outputs": [],
      "source": [
        "test_data[\"title\"] = test_data[\"title\"].apply(lambda x: clean_text(x))\n",
        "test_data[\"subjects\"] = test_data[\"subjects\"].apply(lambda x: clean_text(x))"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 66,
      "metadata": {
        "id": "s7ILAnRtMVwe"
      },
      "outputs": [],
      "source": [
        "train_data.drop(columns =\"creator\", inplace=True)\n",
        "train_data.drop(columns = \"publisher\", inplace=True)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 67,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "HMr45VFGMV1F",
        "outputId": "e8d834b3-4317-4f9c-c69b-28341983fb94"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "Index(['id', 'usage_class', 'checkout_type', 'checkout_year', 'checkout_month',\n",
              "       'checkouts', 'title', 'subjects', 'publication_year', 'material_type'],\n",
              "      dtype='object')"
            ]
          },
          "execution_count": 67,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "train_data.columns"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "6p_gHwQYNmsz"
      },
      "source": [
        "### Data Visualization"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 68,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "liq47uKmNlFP",
        "outputId": "884deafe-f551-4c15-d9e0-df1ab8291b3f"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "GridSpec(6, 2)"
            ]
          },
          "execution_count": 68,
          "metadata": {},
          "output_type": "execute_result"
        },
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<Figure size 1800x1800 with 5 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "klib.cat_plot(train_data)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 69,
      "metadata": {
        "id": "phRebkLuNrlb"
      },
      "outputs": [],
      "source": [
        "###klib.corr_mat(train_data)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 70,
      "metadata": {
        "id": "Rc7aQfyiNxP3"
      },
      "outputs": [],
      "source": [
        "##klib.corr_plot(train_data)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 71,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 253
        },
        "id": "NVz5z-PTN4DP",
        "outputId": "83d8d871-e0c3-430a-b2ec-7865fc52bece"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Large dataset detected, using 10000 random samples for the plots. Summary statistics are still based on the entire dataset.\n"
          ]
        },
        {
          "data": {
            "text/plain": [
              "<Axes: xlabel='id', ylabel='Density'>"
            ]
          },
          "execution_count": 71,
          "metadata": {},
          "output_type": "execute_result"
        },
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<Figure size 1500x300 with 1 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "klib.dist_plot(train_data)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 72,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "U0O1W3d2N8TE",
        "outputId": "67297113-97c6-43bd-9826-bbd7ad18a163"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "No missing values found in the dataset.\n"
          ]
        }
      ],
      "source": [
        "klib.missingval_plot(train_data)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 73,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "uJnaqcdoMV4x",
        "outputId": "0aefaaef-488e-4918-d15f-8dbc3f304c86"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "Index(['id', 'usage_class', 'checkout_type', 'checkout_year', 'checkout_month',\n",
              "       'checkouts', 'title', 'creator', 'subjects', 'publisher',\n",
              "       'publication_year', 'material_type'],\n",
              "      dtype='object')"
            ]
          },
          "execution_count": 73,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "test_data.columns"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 74,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "AWC5hiJzLW8_",
        "outputId": "b923dc56-9617-4021-8c6e-e3d606f434ed"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "id                   int16\n",
              "usage_class           int8\n",
              "checkout_type         int8\n",
              "checkout_year        int16\n",
              "checkout_month        int8\n",
              "checkouts             int8\n",
              "title               object\n",
              "subjects            object\n",
              "publication_year     int64\n",
              "material_type         int8\n",
              "dtype: object"
            ]
          },
          "execution_count": 74,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "train_data.dtypes"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 75,
      "metadata": {
        "id": "dXVE2gDOG7Ol"
      },
      "outputs": [],
      "source": [
        "train_data[\"subjects\"] = train_data[\"subjects\"].astype('string')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 76,
      "metadata": {
        "id": "xCMihFRj9yRA"
      },
      "outputs": [],
      "source": [
        "###! pip install pycaret==2.0"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 77,
      "metadata": {
        "id": "-0gW59NHB3Rx"
      },
      "outputs": [],
      "source": [
        "import pycaret"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 78,
      "metadata": {
        "id": "v0WezNXV9yVz"
      },
      "outputs": [],
      "source": [
        "from pycaret.nlp import *"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 79,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "YZ_kGPQiFRqc",
        "outputId": "53dc050b-cdf5-4317-fbb0-87bb215aee82"
      },
      "outputs": [
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "[nltk_data] Downloading package stopwords to /root/nltk_data...\n",
            "[nltk_data]   Package stopwords is already up-to-date!\n"
          ]
        },
        {
          "data": {
            "text/plain": [
              "True"
            ]
          },
          "execution_count": 79,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "import nltk\n",
        "nltk.download('stopwords')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 80,
      "metadata": {
        "id": "_L_PlEEVFY75"
      },
      "outputs": [],
      "source": [
        "#import data and preprocess\n",
        "import pandas as pd\n",
        "import re\n",
        "import string\n",
        "from string import punctuation\n",
        "from nltk.corpus import stopwords"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 81,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "3thJ0z97KbyT",
        "outputId": "b6c4cfdc-0bee-4eb5-8cac-a238afb4a58f"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "id                   int16\n",
              "usage_class           int8\n",
              "checkout_type         int8\n",
              "checkout_year        int16\n",
              "checkout_month        int8\n",
              "checkouts             int8\n",
              "title               object\n",
              "subjects            string\n",
              "publication_year     int64\n",
              "material_type         int8\n",
              "dtype: object"
            ]
          },
          "execution_count": 81,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "train_data.dtypes"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 82,
      "metadata": {
        "id": "5fXyKjUtKmM6"
      },
      "outputs": [],
      "source": [
        "from nltk.corpus import stopwords\n",
        "stop_words = stopwords.words('english') #stopwords for Indonesian\n",
        "\n",
        "#feature extraction\n",
        "from sklearn.feature_extraction.text import CountVectorizer\n",
        "from sklearn.feature_extraction.text import TfidfVectorizer"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 83,
      "metadata": {
        "id": "QB8wOLRB9ydz"
      },
      "outputs": [],
      "source": [
        "cv = CountVectorizer(lowercase = True, stop_words = stop_words, token_pattern=\"[A-Za-z]+\")\n",
        "BoW = cv.fit_transform(train_data['subjects'])\n",
        "BoW_df = pd.DataFrame(BoW.toarray(), columns=cv.get_feature_names_out())"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 84,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 444
        },
        "id": "RFWIDpWd9yhV",
        "outputId": "82c6e5f6-bea2-43f9-f7e4-8065f4b66e46"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "  <div id=\"df-c795a02f-d385-4224-97d8-1fa0253d0a10\" 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>aa</th>\n",
              "      <th>aardvark</th>\n",
              "      <th>aaron</th>\n",
              "      <th>ab</th>\n",
              "      <th>abadan</th>\n",
              "      <th>abandoned</th>\n",
              "      <th>abandonment</th>\n",
              "      <th>abbas</th>\n",
              "      <th>abbey</th>\n",
              "      <th>abbott</th>\n",
              "      <th>abby</th>\n",
              "      <th>abd</th>\n",
              "      <th>abdomen</th>\n",
              "      <th>abdominal</th>\n",
              "      <th>abduction</th>\n",
              "      <th>abdul</th>\n",
              "      <th>abe</th>\n",
              "      <th>abel</th>\n",
              "      <th>abigail</th>\n",
              "      <th>ability</th>\n",
              "      <th>abnormalities</th>\n",
              "      <th>abolitionists</th>\n",
              "      <th>aboriginal</th>\n",
              "      <th>abortion</th>\n",
              "      <th>abraham</th>\n",
              "      <th>abram</th>\n",
              "      <th>abramovic</th>\n",
              "      <th>absinthe</th>\n",
              "      <th>abstract</th>\n",
              "      <th>absurd</th>\n",
              "      <th>abu</th>\n",
              "      <th>abuse</th>\n",
              "      <th>abused</th>\n",
              "      <th>abusive</th>\n",
              "      <th>academic</th>\n",
              "      <th>academy</th>\n",
              "      <th>accents</th>\n",
              "      <th>accentuation</th>\n",
              "      <th>acceptance</th>\n",
              "      <th>access</th>\n",
              "      <th>accessories</th>\n",
              "      <th>accident</th>\n",
              "      <th>accidents</th>\n",
              "      <th>accommodation</th>\n",
              "      <th>accommodations</th>\n",
              "      <th>accompaniments</th>\n",
              "      <th>accordion</th>\n",
              "      <th>accountability</th>\n",
              "      <th>accountants</th>\n",
              "      <th>accounting</th>\n",
              "      <th>accounts</th>\n",
              "      <th>acculturation</th>\n",
              "      <th>acheson</th>\n",
              "      <th>achievement</th>\n",
              "      <th>achille</th>\n",
              "      <th>achilles</th>\n",
              "      <th>achterberg</th>\n",
              "      <th>acid</th>\n",
              "      <th>acids</th>\n",
              "      <th>ackroyd</th>\n",
              "      <th>acoholism</th>\n",
              "      <th>acorna</th>\n",
              "      <th>acoustics</th>\n",
              "      <th>acquisition</th>\n",
              "      <th>acrobatics</th>\n",
              "      <th>acrobats</th>\n",
              "      <th>acrostics</th>\n",
              "      <th>acrylic</th>\n",
              "      <th>act</th>\n",
              "      <th>acting</th>\n",
              "      <th>action</th>\n",
              "      <th>actions</th>\n",
              "      <th>actionscript</th>\n",
              "      <th>active</th>\n",
              "      <th>activists</th>\n",
              "      <th>activities</th>\n",
              "      <th>activity</th>\n",
              "      <th>actors</th>\n",
              "      <th>actresses</th>\n",
              "      <th>acts</th>\n",
              "      <th>actualization</th>\n",
              "      <th>acupressure</th>\n",
              "      <th>acupuncture</th>\n",
              "      <th>ad</th>\n",
              "      <th>adam</th>\n",
              "      <th>adamczyk</th>\n",
              "      <th>adams</th>\n",
              "      <th>adaptation</th>\n",
              "      <th>adaptations</th>\n",
              "      <th>addams</th>\n",
              "      <th>addiction</th>\n",
              "      <th>addicts</th>\n",
              "      <th>addition</th>\n",
              "      <th>additions</th>\n",
              "      <th>address</th>\n",
              "      <th>addresses</th>\n",
              "      <th>adeline</th>\n",
              "      <th>adiel</th>\n",
              "      <th>adirondack</th>\n",
              "      <th>adjective</th>\n",
              "      <th>adjustment</th>\n",
              "      <th>adler</th>\n",
              "      <th>administration</th>\n",
              "      <th>administrative</th>\n",
              "      <th>administrators</th>\n",
              "      <th>admirals</th>\n",
              "      <th>admiralty</th>\n",
              "      <th>admission</th>\n",
              "      <th>adobe</th>\n",
              "      <th>adolescence</th>\n",
              "      <th>adolescent</th>\n",
              "      <th>adolf</th>\n",
              "      <th>adoniram</th>\n",
              "      <th>adopted</th>\n",
              "      <th>adoptees</th>\n",
              "      <th>adoption</th>\n",
              "      <th>adoptive</th>\n",
              "      <th>adrian</th>\n",
              "      <th>adrienne</th>\n",
              "      <th>adult</th>\n",
              "      <th>adultery</th>\n",
              "      <th>adulthood</th>\n",
              "      <th>adults</th>\n",
              "      <th>advanced</th>\n",
              "      <th>advancement</th>\n",
              "      <th>advent</th>\n",
              "      <th>adventure</th>\n",
              "      <th>adventurers</th>\n",
              "      <th>adverb</th>\n",
              "      <th>adversaries</th>\n",
              "      <th>advertising</th>\n",
              "      <th>advice</th>\n",
              "      <th>advisory</th>\n",
              "      <th>aegan</th>\n",
              "      <th>aegean</th>\n",
              "      <th>aerial</th>\n",
              "      <th>aerialists</th>\n",
              "      <th>aerobic</th>\n",
              "      <th>aerobics</th>\n",
              "      <th>aerodynamics</th>\n",
              "      <th>aeronautical</th>\n",
              "      <th>aeronautics</th>\n",
              "      <th>aesops</th>\n",
              "      <th>aesthetics</th>\n",
              "      <th>affair</th>\n",
              "      <th>affairs</th>\n",
              "      <th>affective</th>\n",
              "      <th>affirmations</th>\n",
              "      <th>affirmative</th>\n",
              "      <th>affluent</th>\n",
              "      <th>afghanistan</th>\n",
              "      <th>afghans</th>\n",
              "      <th>africa</th>\n",
              "      <th>african</th>\n",
              "      <th>africanism</th>\n",
              "      <th>africans</th>\n",
              "      <th>afrobeat</th>\n",
              "      <th>afternoon</th>\n",
              "      <th>agalakti</th>\n",
              "      <th>agamemnon</th>\n",
              "      <th>agatha</th>\n",
              "      <th>agatston</th>\n",
              "      <th>age</th>\n",
              "      <th>aged</th>\n",
              "      <th>ageism</th>\n",
              "      <th>agencies</th>\n",
              "      <th>agency</th>\n",
              "      <th>agents</th>\n",
              "      <th>ages</th>\n",
              "      <th>aggressive</th>\n",
              "      <th>aggressiveness</th>\n",
              "      <th>agility</th>\n",
              "      <th>agincourt</th>\n",
              "      <th>aging</th>\n",
              "      <th>agnes</th>\n",
              "      <th>agnew</th>\n",
              "      <th>agnolo</th>\n",
              "      <th>agnus</th>\n",
              "      <th>agostino</th>\n",
              "      <th>agricultural</th>\n",
              "      <th>agriculture</th>\n",
              "      <th>agriculturists</th>\n",
              "      <th>agust</th>\n",
              "      <th>ahab</th>\n",
              "      <th>ahead</th>\n",
              "      <th>ahmad</th>\n",
              "      <th>ahmadabad</th>\n",
              "      <th>ahmed</th>\n",
              "      <th>aid</th>\n",
              "      <th>aides</th>\n",
              "      <th>aids</th>\n",
              "      <th>aiken</th>\n",
              "      <th>aikido</th>\n",
              "      <th>aileen</th>\n",
              "      <th>ailey</th>\n",
              "      <th>aimee</th>\n",
              "      <th>aims</th>\n",
              "      <th>ainu</th>\n",
              "      <th>air</th>\n",
              "      <th>airborne</th>\n",
              "      <th>airbrush</th>\n",
              "      <th>airbus</th>\n",
              "      <th>aircraft</th>\n",
              "      <th>aires</th>\n",
              "      <th>airframes</th>\n",
              "      <th>airlines</th>\n",
              "      <th>airplane</th>\n",
              "      <th>airplanes</th>\n",
              "      <th>airport</th>\n",
              "      <th>airports</th>\n",
              "      <th>airship</th>\n",
              "      <th>airships</th>\n",
              "      <th>airstream</th>\n",
              "      <th>airt</th>\n",
              "      <th>airways</th>\n",
              "      <th>ajanta</th>\n",
              "      <th>aka</th>\n",
              "      <th>akhenaton</th>\n",
              "      <th>akira</th>\n",
              "      <th>akishino</th>\n",
              "      <th>akita</th>\n",
              "      <th>akkadian</th>\n",
              "      <th>ako</th>\n",
              "      <th>al</th>\n",
              "      <th>ala</th>\n",
              "      <th>alabama</th>\n",
              "      <th>aladdin</th>\n",
              "      <th>alamein</th>\n",
              "      <th>alamo</th>\n",
              "      <th>alan</th>\n",
              "      <th>alanna</th>\n",
              "      <th>alarc</th>\n",
              "      <th>alaska</th>\n",
              "      <th>alaskan</th>\n",
              "      <th>alba</th>\n",
              "      <th>alban</th>\n",
              "      <th>albania</th>\n",
              "      <th>albanians</th>\n",
              "      <th>albany</th>\n",
              "      <th>albert</th>\n",
              "      <th>alberta</th>\n",
              "      <th>albigenses</th>\n",
              "      <th>albinism</th>\n",
              "      <th>albinos</th>\n",
              "      <th>albright</th>\n",
              "      <th>album</th>\n",
              "      <th>albums</th>\n",
              "      <th>albuquerque</th>\n",
              "      <th>alcatraz</th>\n",
              "      <th>alchemy</th>\n",
              "      <th>alcohol</th>\n",
              "      <th>alcoholic</th>\n",
              "      <th>alcoholics</th>\n",
              "      <th>alcoholism</th>\n",
              "      <th>alcott</th>\n",
              "      <th>aleatory</th>\n",
              "      <th>aleksandr</th>\n",
              "      <th>aleksandrovich</th>\n",
              "      <th>alekseevich</th>\n",
              "      <th>alentejo</th>\n",
              "      <th>alessandro</th>\n",
              "      <th>aleutian</th>\n",
              "      <th>aleuts</th>\n",
              "      <th>alex</th>\n",
              "      <th>alexander</th>\n",
              "      <th>alexandra</th>\n",
              "      <th>alexandria</th>\n",
              "      <th>alfonso</th>\n",
              "      <th>alfred</th>\n",
              "      <th>algae</th>\n",
              "      <th>algebra</th>\n",
              "      <th>algebras</th>\n",
              "      <th>algeria</th>\n",
              "      <th>algerian</th>\n",
              "      <th>algiers</th>\n",
              "      <th>algonquian</th>\n",
              "      <th>algonquin</th>\n",
              "      <th>alhambra</th>\n",
              "      <th>ali</th>\n",
              "      <th>alicante</th>\n",
              "      <th>alice</th>\n",
              "      <th>alicia</th>\n",
              "      <th>alien</th>\n",
              "      <th>alienation</th>\n",
              "      <th>aliens</th>\n",
              "      <th>alighieri</th>\n",
              "      <th>alison</th>\n",
              "      <th>alix</th>\n",
              "      <th>allan</th>\n",
              "      <th>allegheny</th>\n",
              "      <th>allegories</th>\n",
              "      <th>allen</th>\n",
              "      <th>allende</th>\n",
              "      <th>allergy</th>\n",
              "      <th>alleyn</th>\n",
              "      <th>alliances</th>\n",
              "      <th>allied</th>\n",
              "      <th>alligators</th>\n",
              "      <th>allison</th>\n",
              "      <th>alliston</th>\n",
              "      <th>allocation</th>\n",
              "      <th>allori</th>\n",
              "      <th>allosaurus</th>\n",
              "      <th>alma</th>\n",
              "      <th>almanacs</th>\n",
              "      <th>almanzo</th>\n",
              "      <th>almond</th>\n",
              "      <th>alois</th>\n",
              "      <th>alpes</th>\n",
              "      <th>alphabet</th>\n",
              "      <th>alphabets</th>\n",
              "      <th>alpine</th>\n",
              "      <th>alps</th>\n",
              "      <th>alpujarra</th>\n",
              "      <th>alstyne</th>\n",
              "      <th>alta</th>\n",
              "      <th>altarpieces</th>\n",
              "      <th>altars</th>\n",
              "      <th>alteration</th>\n",
              "      <th>altered</th>\n",
              "      <th>alternate</th>\n",
              "      <th>alternative</th>\n",
              "      <th>alternatives</th>\n",
              "      <th>althea</th>\n",
              "      <th>althor</th>\n",
              "      <th>aluminum</th>\n",
              "      <th>alumnae</th>\n",
              "      <th>alumni</th>\n",
              "      <th>alva</th>\n",
              "      <th>alvah</th>\n",
              "      <th>alvar</th>\n",
              "      <th>alvin</th>\n",
              "      <th>alvord</th>\n",
              "      <th>alweg</th>\n",
              "      <th>alwyn</th>\n",
              "      <th>alzheimers</th>\n",
              "      <th>amadeus</th>\n",
              "      <th>amagansett</th>\n",
              "      <th>amalfi</th>\n",
              "      <th>amarillo</th>\n",
              "      <th>amateur</th>\n",
              "      <th>amateurs</th>\n",
              "      <th>amaya</th>\n",
              "      <th>amazing</th>\n",
              "      <th>amazon</th>\n",
              "      <th>ambassadors</th>\n",
              "      <th>amber</th>\n",
              "      <th>amberson</th>\n",
              "      <th>ambient</th>\n",
              "      <th>ambition</th>\n",
              "      <th>ambrose</th>\n",
              "      <th>amelia</th>\n",
              "      <th>amendments</th>\n",
              "      <th>america</th>\n",
              "      <th>american</th>\n",
              "      <th>americana</th>\n",
              "      <th>americanism</th>\n",
              "      <th>americanisms</th>\n",
              "      <th>americanists</th>\n",
              "      <th>americanization</th>\n",
              "      <th>americans</th>\n",
              "      <th>amethystine</th>\n",
              "      <th>amhara</th>\n",
              "      <th>amharic</th>\n",
              "      <th>amherst</th>\n",
              "      <th>amin</th>\n",
              "      <th>amiri</th>\n",
              "      <th>amish</th>\n",
              "      <th>amiss</th>\n",
              "      <th>amitava</th>\n",
              "      <th>ammon</th>\n",
              "      <th>amnell</th>\n",
              "      <th>amnesia</th>\n",
              "      <th>amnesiacs</th>\n",
              "      <th>amory</th>\n",
              "      <th>amos</th>\n",
              "      <th>amphetamine</th>\n",
              "      <th>amphetamines</th>\n",
              "      <th>amphibians</th>\n",
              "      <th>amputees</th>\n",
              "      <th>amsterdam</th>\n",
              "      <th>amundsen</th>\n",
              "      <th>amusement</th>\n",
              "      <th>amusements</th>\n",
              "      <th>amy</th>\n",
              "      <th>amyotrophic</th>\n",
              "      <th>amys</th>\n",
              "      <th>ana</th>\n",
              "      <th>anabolic</th>\n",
              "      <th>anadromous</th>\n",
              "      <th>analogies</th>\n",
              "      <th>analogy</th>\n",
              "      <th>analysis</th>\n",
              "      <th>analytic</th>\n",
              "      <th>anansi</th>\n",
              "      <th>anarchism</th>\n",
              "      <th>anarchists</th>\n",
              "      <th>anastasia</th>\n",
              "      <th>anastasiia</th>\n",
              "      <th>anatidae</th>\n",
              "      <th>anatole</th>\n",
              "      <th>anatomy</th>\n",
              "      <th>anchors</th>\n",
              "      <th>ancient</th>\n",
              "      <th>andalusia</th>\n",
              "      <th>andaman</th>\n",
              "      <th>andersen</th>\n",
              "      <th>anderson</th>\n",
              "      <th>andes</th>\n",
              "      <th>andonicus</th>\n",
              "      <th>andre</th>\n",
              "      <th>andrea</th>\n",
              "      <th>andrei</th>\n",
              "      <th>andrew</th>\n",
              "      <th>andrews</th>\n",
              "      <th>androids</th>\n",
              "      <th>andy</th>\n",
              "      <th>anecdotes</th>\n",
              "      <th>anemia</th>\n",
              "      <th>anemonefishes</th>\n",
              "      <th>anesthesia</th>\n",
              "      <th>angel</th>\n",
              "      <th>angela</th>\n",
              "      <th>angeles</th>\n",
              "      <th>angelina</th>\n",
              "      <th>angelo</th>\n",
              "      <th>angelou</th>\n",
              "      <th>angels</th>\n",
              "      <th>anger</th>\n",
              "      <th>angevin</th>\n",
              "      <th>angie</th>\n",
              "      <th>angkor</th>\n",
              "      <th>anglia</th>\n",
              "      <th>anglican</th>\n",
              "      <th>anglo</th>\n",
              "      <th>angola</th>\n",
              "      <th>angstrom</th>\n",
              "      <th>anguilla</th>\n",
              "      <th>anhui</th>\n",
              "      <th>anima</th>\n",
              "      <th>animal</th>\n",
              "      <th>animals</th>\n",
              "      <th>animated</th>\n",
              "      <th>animation</th>\n",
              "      <th>animators</th>\n",
              "      <th>anime</th>\n",
              "      <th>anita</th>\n",
              "      <th>ankara</th>\n",
              "      <th>ankcar</th>\n",
              "      <th>ankeo</th>\n",
              "      <th>ankith</th>\n",
              "      <th>ann</th>\n",
              "      <th>anna</th>\n",
              "      <th>annabel</th>\n",
              "      <th>annapolis</th>\n",
              "      <th>anne</th>\n",
              "      <th>anneke</th>\n",
              "      <th>annes</th>\n",
              "      <th>annie</th>\n",
              "      <th>anniversaries</th>\n",
              "      <th>announcing</th>\n",
              "      <th>annuities</th>\n",
              "      <th>anoles</th>\n",
              "      <th>anonymous</th>\n",
              "      <th>anorexia</th>\n",
              "      <th>ans</th>\n",
              "      <th>anson</th>\n",
              "      <th>answering</th>\n",
              "      <th>answers</th>\n",
              "      <th>antarctic</th>\n",
              "      <th>antarctica</th>\n",
              "      <th>antarctoc</th>\n",
              "      <th>anteaters</th>\n",
              "      <th>antelope</th>\n",
              "      <th>antennas</th>\n",
              "      <th>anthelme</th>\n",
              "      <th>anthems</th>\n",
              "      <th>anthologies</th>\n",
              "      <th>anthology</th>\n",
              "      <th>anthony</th>\n",
              "      <th>anthropic</th>\n",
              "      <th>anthropologists</th>\n",
              "      <th>anthropology</th>\n",
              "      <th>anthropometry</th>\n",
              "      <th>anthroposophy</th>\n",
              "      <th>anti</th>\n",
              "      <th>antichrist</th>\n",
              "      <th>antidepressants</th>\n",
              "      <th>antietam</th>\n",
              "      <th>antigone</th>\n",
              "      <th>antigua</th>\n",
              "      <th>antineoplastic</th>\n",
              "      <th>antioxidants</th>\n",
              "      <th>antipsychotic</th>\n",
              "      <th>antiquarian</th>\n",
              "      <th>antique</th>\n",
              "      <th>antiques</th>\n",
              "      <th>antiquities</th>\n",
              "      <th>antirightist</th>\n",
              "      <th>antisemitism</th>\n",
              "      <th>antislavery</th>\n",
              "      <th>antisocial</th>\n",
              "      <th>antitrust</th>\n",
              "      <th>antoinette</th>\n",
              "      <th>anton</th>\n",
              "      <th>antoni</th>\n",
              "      <th>antonio</th>\n",
              "      <th>antonioni</th>\n",
              "      <th>antonius</th>\n",
              "      <th>antonyms</th>\n",
              "      <th>ants</th>\n",
              "      <th>anxiety</th>\n",
              "      <th>aosta</th>\n",
              "      <th>apache</th>\n",
              "      <th>apartheid</th>\n",
              "      <th>apartment</th>\n",
              "      <th>apartments</th>\n",
              "      <th>apes</th>\n",
              "      <th>aphra</th>\n",
              "      <th>aphrodisiac</th>\n",
              "      <th>aphrodisiacs</th>\n",
              "      <th>apocalyptic</th>\n",
              "      <th>apocryphal</th>\n",
              "      <th>apollo</th>\n",
              "      <th>apologetic</th>\n",
              "      <th>apologetics</th>\n",
              "      <th>apologizing</th>\n",
              "      <th>apoptosis</th>\n",
              "      <th>apostle</th>\n",
              "      <th>apostles</th>\n",
              "      <th>apostolicity</th>\n",
              "      <th>appalachian</th>\n",
              "      <th>apparatus</th>\n",
              "      <th>apparitions</th>\n",
              "      <th>appetite</th>\n",
              "      <th>appetizers</th>\n",
              "      <th>apphia</th>\n",
              "      <th>apple</th>\n",
              "      <th>applebroog</th>\n",
              "      <th>apples</th>\n",
              "      <th>appleseed</th>\n",
              "      <th>appliances</th>\n",
              "      <th>application</th>\n",
              "      <th>applications</th>\n",
              "      <th>applied</th>\n",
              "      <th>appliqu</th>\n",
              "      <th>appointment</th>\n",
              "      <th>appraisers</th>\n",
              "      <th>appreciation</th>\n",
              "      <th>apprentices</th>\n",
              "      <th>appropriate</th>\n",
              "      <th>appropriations</th>\n",
              "      <th>approximately</th>\n",
              "      <th>april</th>\n",
              "      <th>aptitude</th>\n",
              "      <th>aquaculture</th>\n",
              "      <th>aquaman</th>\n",
              "      <th>aquarium</th>\n",
              "      <th>aquariums</th>\n",
              "      <th>aquatic</th>\n",
              "      <th>aqueducts</th>\n",
              "      <th>aquitaine</th>\n",
              "      <th>ara</th>\n",
              "      <th>arab</th>\n",
              "      <th>arabia</th>\n",
              "      <th>arabian</th>\n",
              "      <th>arabic</th>\n",
              "      <th>arabs</th>\n",
              "      <th>arachnida</th>\n",
              "      <th>arachnids</th>\n",
              "      <th>arachnologists</th>\n",
              "      <th>aran</th>\n",
              "      <th>aranka</th>\n",
              "      <th>arapaho</th>\n",
              "      <th>arawak</th>\n",
              "      <th>arbeiter</th>\n",
              "      <th>arbor</th>\n",
              "      <th>arbors</th>\n",
              "      <th>arbus</th>\n",
              "      <th>arc</th>\n",
              "      <th>archaeological</th>\n",
              "      <th>archaeologists</th>\n",
              "      <th>archaeology</th>\n",
              "      <th>archangel</th>\n",
              "      <th>archeology</th>\n",
              "      <th>archer</th>\n",
              "      <th>archers</th>\n",
              "      <th>arches</th>\n",
              "      <th>archetype</th>\n",
              "      <th>archigram</th>\n",
              "      <th>archimedes</th>\n",
              "      <th>architcture</th>\n",
              "      <th>architect</th>\n",
              "      <th>architects</th>\n",
              "      <th>architectural</th>\n",
              "      <th>architecture</th>\n",
              "      <th>architetti</th>\n",
              "      <th>architettori</th>\n",
              "      <th>archives</th>\n",
              "      <th>archy</th>\n",
              "      <th>arcosanti</th>\n",
              "      <th>arctic</th>\n",
              "      <th>ard</th>\n",
              "      <th>ardennes</th>\n",
              "      <th>ardizzone</th>\n",
              "      <th>area</th>\n",
              "      <th>areas</th>\n",
              "      <th>argentina</th>\n",
              "      <th>argentines</th>\n",
              "      <th>argonauts</th>\n",
              "      <th>argyll</th>\n",
              "      <th>arhur</th>\n",
              "      <th>ari</th>\n",
              "      <th>ariadna</th>\n",
              "      <th>ariane</th>\n",
              "      <th>aristocracy</th>\n",
              "      <th>aristotle</th>\n",
              "      <th>arithmetic</th>\n",
              "      <th>ariz</th>\n",
              "      <th>arizona</th>\n",
              "      <th>ark</th>\n",
              "      <th>arkady</th>\n",
              "      <th>arkansas</th>\n",
              "      <th>arly</th>\n",
              "      <th>arm</th>\n",
              "      <th>armada</th>\n",
              "      <th>armadillos</th>\n",
              "      <th>armageddon</th>\n",
              "      <th>armction</th>\n",
              "      <th>armed</th>\n",
              "      <th>armee</th>\n",
              "      <th>armenia</th>\n",
              "      <th>armenian</th>\n",
              "      <th>armor</th>\n",
              "      <th>arms</th>\n",
              "      <th>armstrong</th>\n",
              "      <th>army</th>\n",
              "      <th>arne</th>\n",
              "      <th>arness</th>\n",
              "      <th>arnhem</th>\n",
              "      <th>arno</th>\n",
              "      <th>arnold</th>\n",
              "      <th>arnulfo</th>\n",
              "      <th>aromatic</th>\n",
              "      <th>around</th>\n",
              "      <th>arranged</th>\n",
              "      <th>arrangement</th>\n",
              "      <th>arrondissement</th>\n",
              "      <th>arrow</th>\n",
              "      <th>arrows</th>\n",
              "      <th>arson</th>\n",
              "      <th>art</th>\n",
              "      <th>artemisia</th>\n",
              "      <th>arteritis</th>\n",
              "      <th>arthritis</th>\n",
              "      <th>arthropoda</th>\n",
              "      <th>arthur</th>\n",
              "      <th>arthurian</th>\n",
              "      <th>articles</th>\n",
              "      <th>artie</th>\n",
              "      <th>artificial</th>\n",
              "      <th>artillery</th>\n",
              "      <th>artisans</th>\n",
              "      <th>artist</th>\n",
              "      <th>artistic</th>\n",
              "      <th>artists</th>\n",
              "      <th>arts</th>\n",
              "      <th>arturo</th>\n",
              "      <th>arunachal</th>\n",
              "      <th>arviso</th>\n",
              "      <th>aryan</th>\n",
              "      <th>aryana</th>\n",
              "      <th>aryans</th>\n",
              "      <th>asahara</th>\n",
              "      <th>ascensions</th>\n",
              "      <th>ascent</th>\n",
              "      <th>ashanti</th>\n",
              "      <th>ashe</th>\n",
              "      <th>ashland</th>\n",
              "      <th>ashley</th>\n",
              "      <th>ashton</th>\n",
              "      <th>asia</th>\n",
              "      <th>asian</th>\n",
              "      <th>asiatic</th>\n",
              "      <th>aspectos</th>\n",
              "      <th>aspects</th>\n",
              "      <th>aspergers</th>\n",
              "      <th>aspirin</th>\n",
              "      <th>assasination</th>\n",
              "      <th>assassination</th>\n",
              "      <th>assassins</th>\n",
              "      <th>assateague</th>\n",
              "      <th>assembly</th>\n",
              "      <th>assertiveness</th>\n",
              "      <th>assessment</th>\n",
              "      <th>asset</th>\n",
              "      <th>assimilation</th>\n",
              "      <th>assisi</th>\n",
              "      <th>assistance</th>\n",
              "      <th>assistant</th>\n",
              "      <th>assistants</th>\n",
              "      <th>assisted</th>\n",
              "      <th>associates</th>\n",
              "      <th>association</th>\n",
              "      <th>associations</th>\n",
              "      <th>assurance</th>\n",
              "      <th>assyriologists</th>\n",
              "      <th>assyro</th>\n",
              "      <th>astaire</th>\n",
              "      <th>astanga</th>\n",
              "      <th>asteroid</th>\n",
              "      <th>asteroids</th>\n",
              "      <th>asthma</th>\n",
              "      <th>astral</th>\n",
              "      <th>astrology</th>\n",
              "      <th>astronautics</th>\n",
              "      <th>astronauts</th>\n",
              "      <th>astronomers</th>\n",
              "      <th>astronomy</th>\n",
              "      <th>asturias</th>\n",
              "      <th>aswad</th>\n",
              "      <th>atahualpa</th>\n",
              "      <th>atanasio</th>\n",
              "      <th>atchison</th>\n",
              "      <th>athapascan</th>\n",
              "      <th>atheism</th>\n",
              "      <th>atheists</th>\n",
              "      <th>athenian</th>\n",
              "      <th>athens</th>\n",
              "      <th>atherosclerosis</th>\n",
              "      <th>athill</th>\n",
              "      <th>athletes</th>\n",
              "      <th>athletic</th>\n",
              "      <th>athletics</th>\n",
              "      <th>atitl</th>\n",
              "      <th>atlanta</th>\n",
              "      <th>atlantic</th>\n",
              "      <th>atlantis</th>\n",
              "      <th>atlases</th>\n",
              "      <th>atmosfiscellanea</th>\n",
              "      <th>atmospheric</th>\n",
              "      <th>atocha</th>\n",
              "      <th>atoll</th>\n",
              "      <th>atomic</th>\n",
              "      <th>atonement</th>\n",
              "      <th>atrocities</th>\n",
              "      <th>atsina</th>\n",
              "      <th>atsuko</th>\n",
              "      <th>attachment</th>\n",
              "      <th>attack</th>\n",
              "      <th>attacks</th>\n",
              "      <th>attempt</th>\n",
              "      <th>attempted</th>\n",
              "      <th>attempts</th>\n",
              "      <th>attention</th>\n",
              "      <th>attics</th>\n",
              "      <th>attila</th>\n",
              "      <th>attitude</th>\n",
              "      <th>attitudes</th>\n",
              "      <th>attorney</th>\n",
              "      <th>attract</th>\n",
              "      <th>attracting</th>\n",
              "      <th>attraction</th>\n",
              "      <th>attu</th>\n",
              "      <th>atwood</th>\n",
              "      <th>au</th>\n",
              "      <th>aubrey</th>\n",
              "      <th>auburn</th>\n",
              "      <th>auctions</th>\n",
              "      <th>audiences</th>\n",
              "      <th>audio</th>\n",
              "      <th>audiobooks</th>\n",
              "      <th>audiotapes</th>\n",
              "      <th>auditions</th>\n",
              "      <th>audubon</th>\n",
              "      <th>augusta</th>\n",
              "      <th>auguste</th>\n",
              "      <th>augusten</th>\n",
              "      <th>augustine</th>\n",
              "      <th>augustus</th>\n",
              "      <th>auks</th>\n",
              "      <th>aunt</th>\n",
              "      <th>aunts</th>\n",
              "      <th>aura</th>\n",
              "      <th>aurelio</th>\n",
              "      <th>aurora</th>\n",
              "      <th>auroras</th>\n",
              "      <th>auschwitz</th>\n",
              "      <th>austen</th>\n",
              "      <th>australia</th>\n",
              "      <th>australian</th>\n",
              "      <th>australians</th>\n",
              "      <th>austria</th>\n",
              "      <th>austrian</th>\n",
              "      <th>autarchy</th>\n",
              "      <th>authenticity</th>\n",
              "      <th>authoring</th>\n",
              "      <th>authority</th>\n",
              "      <th>authorized</th>\n",
              "      <th>authors</th>\n",
              "      <th>authorship</th>\n",
              "      <th>autism</th>\n",
              "      <th>autistic</th>\n",
              "      <th>autobiograohy</th>\n",
              "      <th>autobiographical</th>\n",
              "      <th>autobiographies</th>\n",
              "      <th>autobiography</th>\n",
              "      <th>autocad</th>\n",
              "      <th>autogenic</th>\n",
              "      <th>autograph</th>\n",
              "      <th>automatic</th>\n",
              "      <th>automation</th>\n",
              "      <th>automobile</th>\n",
              "      <th>automobiles</th>\n",
              "      <th>autonomous</th>\n",
              "      <th>autonomy</th>\n",
              "      <th>autumn</th>\n",
              "      <th>auvergne</th>\n",
              "      <th>ava</th>\n",
              "      <th>avalanches</th>\n",
              "      <th>avalon</th>\n",
              "      <th>avant</th>\n",
              "      <th>avarice</th>\n",
              "      <th>ave</th>\n",
              "      <th>avedon</th>\n",
              "      <th>avegno</th>\n",
              "      <th>avengers</th>\n",
              "      <th>avenue</th>\n",
              "      <th>aveyron</th>\n",
              "      <th>avi</th>\n",
              "      <th>aviaries</th>\n",
              "      <th>aviation</th>\n",
              "      <th>aviv</th>\n",
              "      <th>awa</th>\n",
              "      <th>awaken</th>\n",
              "      <th>awakening</th>\n",
              "      <th>award</th>\n",
              "      <th>awards</th>\n",
              "      <th>awareness</th>\n",
              "      <th>ayako</th>\n",
              "      <th>ayla</th>\n",
              "      <th>aylul</th>\n",
              "      <th>ayn</th>\n",
              "      <th>ayodhya</th>\n",
              "      <th>ayurvedic</th>\n",
              "      <th>azaleas</th>\n",
              "      <th>azores</th>\n",
              "      <th>aztecs</th>\n",
              "      <th>azuchi</th>\n",
              "      <th>b</th>\n",
              "      <th>baba</th>\n",
              "      <th>babar</th>\n",
              "      <th>babari</th>\n",
              "      <th>babe</th>\n",
              "      <th>babies</th>\n",
              "      <th>baby</th>\n",
              "      <th>babylonia</th>\n",
              "      <th>babylonian</th>\n",
              "      <th>babysitters</th>\n",
              "      <th>babysitting</th>\n",
              "      <th>baca</th>\n",
              "      <th>bacall</th>\n",
              "      <th>bach</th>\n",
              "      <th>bachelors</th>\n",
              "      <th>back</th>\n",
              "      <th>backache</th>\n",
              "      <th>backgammon</th>\n",
              "      <th>backhand</th>\n",
              "      <th>backhouse</th>\n",
              "      <th>backpacking</th>\n",
              "      <th>bacon</th>\n",
              "      <th>bacteria</th>\n",
              "      <th>bacterial</th>\n",
              "      <th>bad</th>\n",
              "      <th>badgers</th>\n",
              "      <th>baekeland</th>\n",
              "      <th>bagels</th>\n",
              "      <th>baggins</th>\n",
              "      <th>bagley</th>\n",
              "      <th>bags</th>\n",
              "      <th>bah</th>\n",
              "      <th>bahamas</th>\n",
              "      <th>bahman</th>\n",
              "      <th>bahrain</th>\n",
              "      <th>baiev</th>\n",
              "      <th>bail</th>\n",
              "      <th>bailan</th>\n",
              "      <th>bailey</th>\n",
              "      <th>bainbridge</th>\n",
              "      <th>baines</th>\n",
              "      <th>baird</th>\n",
              "      <th>baixo</th>\n",
              "      <th>baja</th>\n",
              "      <th>baker</th>\n",
              "      <th>bakeries</th>\n",
              "      <th>bakers</th>\n",
              "      <th>bakery</th>\n",
              "      <th>baking</th>\n",
              "      <th>balaklava</th>\n",
              "      <th>balance</th>\n",
              "      <th>balanchine</th>\n",
              "      <th>balanta</th>\n",
              "      <th>balcombe</th>\n",
              "      <th>bald</th>\n",
              "      <th>baldness</th>\n",
              "      <th>baldrige</th>\n",
              "      <th>baldwin</th>\n",
              "      <th>bale</th>\n",
              "      <th>bali</th>\n",
              "      <th>balkan</th>\n",
              "      <th>ball</th>\n",
              "      <th>ballad</th>\n",
              "      <th>ballads</th>\n",
              "      <th>ballard</th>\n",
              "      <th>ballerinas</th>\n",
              "      <th>ballet</th>\n",
              "      <th>ballets</th>\n",
              "      <th>ballmer</th>\n",
              "      <th>ballo</th>\n",
              "      <th>balloon</th>\n",
              "      <th>balloons</th>\n",
              "      <th>ballroom</th>\n",
              "      <th>balls</th>\n",
              "      <th>balsan</th>\n",
              "      <th>baltimore</th>\n",
              "      <th>balto</th>\n",
              "      <th>balzac</th>\n",
              "      <th>balzano</th>\n",
              "      <th>balzic</th>\n",
              "      <th>bambi</th>\n",
              "      <th>bamboo</th>\n",
              "      <th>ban</th>\n",
              "      <th>banana</th>\n",
              "      <th>bananas</th>\n",
              "      <th>band</th>\n",
              "      <th>bandini</th>\n",
              "      <th>bandmasters</th>\n",
              "      <th>bandoneon</th>\n",
              "      <th>bandonion</th>\n",
              "      <th>bands</th>\n",
              "      <th>banff</th>\n",
              "      <th>bang</th>\n",
              "      <th>bangladesh</th>\n",
              "      <th>bangladeshis</th>\n",
              "      <th>bangor</th>\n",
              "      <th>banjar</th>\n",
              "      <th>banjo</th>\n",
              "      <th>banjos</th>\n",
              "      <th>bank</th>\n",
              "      <th>bankers</th>\n",
              "      <th>bankhead</th>\n",
              "      <th>banking</th>\n",
              "      <th>banks</th>\n",
              "      <th>banner</th>\n",
              "      <th>bannister</th>\n",
              "      <th>banyumas</th>\n",
              "      <th>baolian</th>\n",
              "      <th>baptism</th>\n",
              "      <th>baptist</th>\n",
              "      <th>baptists</th>\n",
              "      <th>bar</th>\n",
              "      <th>barabbas</th>\n",
              "      <th>barack</th>\n",
              "      <th>baraka</th>\n",
              "      <th>barbara</th>\n",
              "      <th>barbecue</th>\n",
              "      <th>barber</th>\n",
              "      <th>barbera</th>\n",
              "      <th>barbers</th>\n",
              "      <th>barbershops</th>\n",
              "      <th>barbie</th>\n",
              "      <th>barbuda</th>\n",
              "      <th>barcelona</th>\n",
              "      <th>barchester</th>\n",
              "      <th>bardsley</th>\n",
              "      <th>barge</th>\n",
              "      <th>barger</th>\n",
              "      <th>bark</th>\n",
              "      <th>barnabas</th>\n",
              "      <th>barnaby</th>\n",
              "      <th>barnett</th>\n",
              "      <th>barney</th>\n",
              "      <th>barns</th>\n",
              "      <th>barnum</th>\n",
              "      <th>baron</th>\n",
              "      <th>baroness</th>\n",
              "      <th>baroque</th>\n",
              "      <th>barr</th>\n",
              "      <th>barrett</th>\n",
              "      <th>barrier</th>\n",
              "      <th>barrington</th>\n",
              "      <th>barris</th>\n",
              "      <th>barro</th>\n",
              "      <th>bars</th>\n",
              "      <th>barsetshire</th>\n",
              "      <th>bart</th>\n",
              "      <th>bartenders</th>\n",
              "      <th>barter</th>\n",
              "      <th>barthes</th>\n",
              "      <th>bartholdi</th>\n",
              "      <th>bartholdy</th>\n",
              "      <th>base</th>\n",
              "      <th>baseball</th>\n",
              "      <th>based</th>\n",
              "      <th>basements</th>\n",
              "      <th>bases</th>\n",
              "      <th>bashfulness</th>\n",
              "      <th>basho</th>\n",
              "      <th>basic</th>\n",
              "      <th>basilica</th>\n",
              "      <th>basilicata</th>\n",
              "      <th>basin</th>\n",
              "      <th>basket</th>\n",
              "      <th>basketball</th>\n",
              "      <th>baskets</th>\n",
              "      <th>basketwork</th>\n",
              "      <th>basque</th>\n",
              "      <th>basques</th>\n",
              "      <th>basquiat</th>\n",
              "      <th>bass</th>\n",
              "      <th>bassoon</th>\n",
              "      <th>bassoonists</th>\n",
              "      <th>bassoons</th>\n",
              "      <th>bastille</th>\n",
              "      <th>bat</th>\n",
              "      <th>batavia</th>\n",
              "      <th>bates</th>\n",
              "      <th>bath</th>\n",
              "      <th>bathrooms</th>\n",
              "      <th>baths</th>\n",
              "      <th>bathsheba</th>\n",
              "      <th>bathtub</th>\n",
              "      <th>batik</th>\n",
              "      <th>batman</th>\n",
              "      <th>bats</th>\n",
              "      <th>battalion</th>\n",
              "      <th>batteries</th>\n",
              "      <th>battery</th>\n",
              "      <th>batting</th>\n",
              "      <th>battle</th>\n",
              "      <th>battles</th>\n",
              "      <th>battleship</th>\n",
              "      <th>battleships</th>\n",
              "      <th>baudelaire</th>\n",
              "      <th>bavaria</th>\n",
              "      <th>bawa</th>\n",
              "      <th>bawdy</th>\n",
              "      <th>bay</th>\n",
              "      <th>bayeux</th>\n",
              "      <th>bayle</th>\n",
              "      <th>bayles</th>\n",
              "      <th>bayley</th>\n",
              "      <th>bb</th>\n",
              "      <th>beach</th>\n",
              "      <th>beachcombing</th>\n",
              "      <th>beaches</th>\n",
              "      <th>bead</th>\n",
              "      <th>beads</th>\n",
              "      <th>beadwork</th>\n",
              "      <th>beagle</th>\n",
              "      <th>beale</th>\n",
              "      <th>beals</th>\n",
              "      <th>bean</th>\n",
              "      <th>beans</th>\n",
              "      <th>beanstalk</th>\n",
              "      <th>bear</th>\n",
              "      <th>beard</th>\n",
              "      <th>bearden</th>\n",
              "      <th>beardsley</th>\n",
              "      <th>bearing</th>\n",
              "      <th>bears</th>\n",
              "      <th>beast</th>\n",
              "      <th>beat</th>\n",
              "      <th>beatitudes</th>\n",
              "      <th>beatles</th>\n",
              "      <th>beaton</th>\n",
              "      <th>beatrice</th>\n",
              "      <th>beatrix</th>\n",
              "      <th>beatty</th>\n",
              "      <th>beaufort</th>\n",
              "      <th>beaulieu</th>\n",
              "      <th>beaumont</th>\n",
              "      <th>beautiful</th>\n",
              "      <th>beauty</th>\n",
              "      <th>beavers</th>\n",
              "      <th>bebb</th>\n",
              "      <th>bec</th>\n",
              "      <th>bech</th>\n",
              "      <th>bechet</th>\n",
              "      <th>beck</th>\n",
              "      <th>beckett</th>\n",
              "      <th>beckham</th>\n",
              "      <th>becky</th>\n",
              "      <th>bed</th>\n",
              "      <th>bedelia</th>\n",
              "      <th>bedford</th>\n",
              "      <th>bedlam</th>\n",
              "      <th>bedouins</th>\n",
              "      <th>bedrooms</th>\n",
              "      <th>beds</th>\n",
              "      <th>bedtime</th>\n",
              "      <th>bedwetting</th>\n",
              "      <th>bedwyn</th>\n",
              "      <th>bee</th>\n",
              "      <th>beef</th>\n",
              "      <th>beehives</th>\n",
              "      <th>beekeepers</th>\n",
              "      <th>bees</th>\n",
              "      <th>beethoven</th>\n",
              "      <th>beetle</th>\n",
              "      <th>beetles</th>\n",
              "      <th>befana</th>\n",
              "      <th>beginning</th>\n",
              "      <th>behavior</th>\n",
              "      <th>behn</th>\n",
              "      <th>beiderbecke</th>\n",
              "      <th>beijing</th>\n",
              "      <th>beings</th>\n",
              "      <th>beirut</th>\n",
              "      <th>belacqua</th>\n",
              "      <th>belarus</th>\n",
              "      <th>belgian</th>\n",
              "      <th>belgians</th>\n",
              "      <th>belgium</th>\n",
              "      <th>belief</th>\n",
              "      <th>belize</th>\n",
              "      <th>belknap</th>\n",
              "      <th>bell</th>\n",
              "      <th>belle</th>\n",
              "      <th>bellehaven</th>\n",
              "      <th>belli</th>\n",
              "      <th>bellingham</th>\n",
              "      <th>bellini</th>\n",
              "      <th>bellocq</th>\n",
              "      <th>bellow</th>\n",
              "      <th>bells</th>\n",
              "      <th>belly</th>\n",
              "      <th>belshazzar</th>\n",
              "      <th>bemis</th>\n",
              "      <th>ben</th>\n",
              "      <th>benares</th>\n",
              "      <th>bender</th>\n",
              "      <th>benedict</th>\n",
              "      <th>benedictines</th>\n",
              "      <th>benedictionals</th>\n",
              "      <th>benedictus</th>\n",
              "      <th>benefactors</th>\n",
              "      <th>benefits</th>\n",
              "      <th>bengali</th>\n",
              "      <th>beniamino</th>\n",
              "      <th>benin</th>\n",
              "      <th>benito</th>\n",
              "      <th>benjamin</th>\n",
              "      <th>benji</th>\n",
              "      <th>bennet</th>\n",
              "      <th>bennett</th>\n",
              "      <th>benni</th>\n",
              "      <th>benny</th>\n",
              "      <th>bent</th>\n",
              "      <th>bentley</th>\n",
              "      <th>benton</th>\n",
              "      <th>beowulf</th>\n",
              "      <th>beppe</th>\n",
              "      <th>berberova</th>\n",
              "      <th>bereavement</th>\n",
              "      <th>berengaria</th>\n",
              "      <th>berenson</th>\n",
              "      <th>berenstain</th>\n",
              "      <th>beresford</th>\n",
              "      <th>berg</th>\n",
              "      <th>berger</th>\n",
              "      <th>bergman</th>\n",
              "      <th>bergson</th>\n",
              "      <th>berkeley</th>\n",
              "      <th>berkowitz</th>\n",
              "      <th>berkshire</th>\n",
              "      <th>berlin</th>\n",
              "      <th>berman</th>\n",
              "      <th>bermuda</th>\n",
              "      <th>bern</th>\n",
              "      <th>bernadette</th>\n",
              "      <th>bernard</th>\n",
              "      <th>berners</th>\n",
              "      <th>bernese</th>\n",
              "      <th>bernhard</th>\n",
              "      <th>bernie</th>\n",
              "      <th>bernini</th>\n",
              "      <th>berries</th>\n",
              "      <th>berrybender</th>\n",
              "      <th>bertha</th>\n",
              "      <th>berthe</th>\n",
              "      <th>bertie</th>\n",
              "      <th>beryl</th>\n",
              "      <th>besser</th>\n",
              "      <th>bessie</th>\n",
              "      <th>best</th>\n",
              "      <th>beth</th>\n",
              "      <th>bethany</th>\n",
              "      <th>bethel</th>\n",
              "      <th>bethlehem</th>\n",
              "      <th>betrayal</th>\n",
              "      <th>betrothal</th>\n",
              "      <th>betsy</th>\n",
              "      <th>bettelheim</th>\n",
              "      <th>bettina</th>\n",
              "      <th>betting</th>\n",
              "      <th>betty</th>\n",
              "      <th>betzinez</th>\n",
              "      <th>beverages</th>\n",
              "      <th>beverly</th>\n",
              "      <th>bevin</th>\n",
              "      <th>beyer</th>\n",
              "      <th>bhutan</th>\n",
              "      <th>bianchi</th>\n",
              "      <th>bible</th>\n",
              "      <th>biblical</th>\n",
              "      <th>bibliography</th>\n",
              "      <th>bibliomania</th>\n",
              "      <th>bichon</th>\n",
              "      <th>biculturalism</th>\n",
              "      <th>bicycle</th>\n",
              "      <th>bicycles</th>\n",
              "      <th>bicycling</th>\n",
              "      <th>bierce</th>\n",
              "      <th>bifida</th>\n",
              "      <th>big</th>\n",
              "      <th>bigamy</th>\n",
              "      <th>bigger</th>\n",
              "      <th>biggie</th>\n",
              "      <th>bighorn</th>\n",
              "      <th>biking</th>\n",
              "      <th>bikini</th>\n",
              "      <th>bildungsromans</th>\n",
              "      <th>bilingual</th>\n",
              "      <th>bilingualism</th>\n",
              "      <th>bill</th>\n",
              "      <th>billed</th>\n",
              "      <th>billiard</th>\n",
              "      <th>billiards</th>\n",
              "      <th>billie</th>\n",
              "      <th>billion</th>\n",
              "      <th>billionaires</th>\n",
              "      <th>billy</th>\n",
              "      <th>bimini</th>\n",
              "      <th>bin</th>\n",
              "      <th>bind</th>\n",
              "      <th>bing</th>\n",
              "      <th>binge</th>\n",
              "      <th>binghampton</th>\n",
              "      <th>binoculars</th>\n",
              "      <th>bio</th>\n",
              "      <th>bioacoustics</th>\n",
              "      <th>biodiesel</th>\n",
              "      <th>biodiversity</th>\n",
              "      <th>bioenergetics</th>\n",
              "      <th>bioengineering</th>\n",
              "      <th>bioethics</th>\n",
              "      <th>biogeochemical</th>\n",
              "      <th>biographers</th>\n",
              "      <th>biographical</th>\n",
              "      <th>biography</th>\n",
              "      <th>biolinguistics</th>\n",
              "      <th>biological</th>\n",
              "      <th>biologists</th>\n",
              "      <th>biology</th>\n",
              "      <th>biometry</th>\n",
              "      <th>biophysicists</th>\n",
              "      <th>biosphere</th>\n",
              "      <th>biotechnology</th>\n",
              "      <th>bioterrorism</th>\n",
              "      <th>biotic</th>\n",
              "      <th>biplanes</th>\n",
              "      <th>bird</th>\n",
              "      <th>birdhouses</th>\n",
              "      <th>birding</th>\n",
              "      <th>birds</th>\n",
              "      <th>birdsongs</th>\n",
              "      <th>birmingham</th>\n",
              "      <th>birney</th>\n",
              "      <th>birth</th>\n",
              "      <th>birthday</th>\n",
              "      <th>birthdays</th>\n",
              "      <th>birthfathers</th>\n",
              "      <th>birthmothers</th>\n",
              "      <th>birthparents</th>\n",
              "      <th>biscuit</th>\n",
              "      <th>biscuits</th>\n",
              "      <th>bisexual</th>\n",
              "      <th>bisexuality</th>\n",
              "      <th>bisexuals</th>\n",
              "      <th>bishop</th>\n",
              "      <th>bishops</th>\n",
              "      <th>bisipara</th>\n",
              "      <th>bismarck</th>\n",
              "      <th>bison</th>\n",
              "      <th>bitov</th>\n",
              "      <th>bix</th>\n",
              "      <th>bjagstad</th>\n",
              "      <th>bk</th>\n",
              "      <th>black</th>\n",
              "      <th>blackberries</th>\n",
              "      <th>blackboard</th>\n",
              "      <th>blackface</th>\n",
              "      <th>blackie</th>\n",
              "      <th>blackjack</th>\n",
              "      <th>blacklisting</th>\n",
              "      <th>blacks</th>\n",
              "      <th>blackwell</th>\n",
              "      <th>blackwood</th>\n",
              "      <th>blades</th>\n",
              "      <th>blahnik</th>\n",
              "      <th>blaine</th>\n",
              "      <th>blair</th>\n",
              "      <th>blaise</th>\n",
              "      <th>blake</th>\n",
              "      <th>blalock</th>\n",
              "      <th>blanchard</th>\n",
              "      <th>blanchet</th>\n",
              "      <th>bland</th>\n",
              "      <th>blankets</th>\n",
              "      <th>blasi</th>\n",
              "      <th>blast</th>\n",
              "      <th>blaue</th>\n",
              "      <th>blaxploitation</th>\n",
              "      <th>bleaching</th>\n",
              "      <th>blessed</th>\n",
              "      <th>blessing</th>\n",
              "      <th>bletchley</th>\n",
              "      <th>blind</th>\n",
              "      <th>blindness</th>\n",
              "      <th>blinds</th>\n",
              "      <th>bliss</th>\n",
              "      <th>blizzards</th>\n",
              "      <th>block</th>\n",
              "      <th>blocks</th>\n",
              "      <th>blok</th>\n",
              "      <th>blondie</th>\n",
              "      <th>blood</th>\n",
              "      <th>bloodhound</th>\n",
              "      <th>bloodsworth</th>\n",
              "      <th>bloom</th>\n",
              "      <th>bloomer</th>\n",
              "      <th>bloomington</th>\n",
              "      <th>bloomsbury</th>\n",
              "      <th>bloomwood</th>\n",
              "      <th>blowing</th>\n",
              "      <th>blue</th>\n",
              "      <th>blueberries</th>\n",
              "      <th>bluebirds</th>\n",
              "      <th>bluegrass</th>\n",
              "      <th>blueprints</th>\n",
              "      <th>blues</th>\n",
              "      <th>blume</th>\n",
              "      <th>blumenschein</th>\n",
              "      <th>bly</th>\n",
              "      <th>blye</th>\n",
              "      <th>bo</th>\n",
              "      <th>boa</th>\n",
              "      <th>board</th>\n",
              "      <th>boarding</th>\n",
              "      <th>boardinghouses</th>\n",
              "      <th>boat</th>\n",
              "      <th>boatbuilders</th>\n",
              "      <th>boatbuilding</th>\n",
              "      <th>boating</th>\n",
              "      <th>boats</th>\n",
              "      <th>bob</th>\n",
              "      <th>boba</th>\n",
              "      <th>bobby</th>\n",
              "      <th>bobcat</th>\n",
              "      <th>bobo</th>\n",
              "      <th>boca</th>\n",
              "      <th>bode</th>\n",
              "      <th>bodhicaryavatara</th>\n",
              "      <th>bodies</th>\n",
              "      <th>body</th>\n",
              "      <th>bodybuilders</th>\n",
              "      <th>bodybuilding</th>\n",
              "      <th>bodyguards</th>\n",
              "      <th>boeing</th>\n",
              "      <th>bog</th>\n",
              "      <th>bogart</th>\n",
              "      <th>bohemia</th>\n",
              "      <th>bohemianism</th>\n",
              "      <th>bohm</th>\n",
              "      <th>boilers</th>\n",
              "      <th>bois</th>\n",
              "      <th>boise</th>\n",
              "      <th>bolander</th>\n",
              "      <th>boldt</th>\n",
              "      <th>boleyn</th>\n",
              "      <th>boli</th>\n",
              "      <th>bolitar</th>\n",
              "      <th>bolivar</th>\n",
              "      <th>bolivia</th>\n",
              "      <th>bomb</th>\n",
              "      <th>bombardment</th>\n",
              "      <th>bombay</th>\n",
              "      <th>bomber</th>\n",
              "      <th>bombers</th>\n",
              "      <th>bombing</th>\n",
              "      <th>bombings</th>\n",
              "      <th>bonaparte</th>\n",
              "      <th>bonatti</th>\n",
              "      <th>bond</th>\n",
              "      <th>bonds</th>\n",
              "      <th>bone</th>\n",
              "      <th>bones</th>\n",
              "      <th>bonham</th>\n",
              "      <th>bonhoeffer</th>\n",
              "      <th>bonington</th>\n",
              "      <th>bonneville</th>\n",
              "      <th>bonsai</th>\n",
              "      <th>bonus</th>\n",
              "      <th>bonwire</th>\n",
              "      <th>boogie</th>\n",
              "      <th>book</th>\n",
              "      <th>bookbinding</th>\n",
              "      <th>booker</th>\n",
              "      <th>bookkeepers</th>\n",
              "      <th>bookmakers</th>\n",
              "      <th>bookmobiles</th>\n",
              "      <th>books</th>\n",
              "      <th>booksellers</th>\n",
              "      <th>bookselling</th>\n",
              "      <th>bookstores</th>\n",
              "      <th>boom</th>\n",
              "      <th>boone</th>\n",
              "      <th>boop</th>\n",
              "      <th>booth</th>\n",
              "      <th>boots</th>\n",
              "      <th>bop</th>\n",
              "      <th>borchardt</th>\n",
              "      <th>borden</th>\n",
              "      <th>border</th>\n",
              "      <th>borderline</th>\n",
              "      <th>borders</th>\n",
              "      <th>boren</th>\n",
              "      <th>borgia</th>\n",
              "      <th>boris</th>\n",
              "      <th>born</th>\n",
              "      <th>borneo</th>\n",
              "      <th>borromini</th>\n",
              "      <th>borshay</th>\n",
              "      <th>bosch</th>\n",
              "      <th>bosnia</th>\n",
              "      <th>bosnian</th>\n",
              "      <th>bosons</th>\n",
              "      <th>boss</th>\n",
              "      <th>bossa</th>\n",
              "      <th>bossiness</th>\n",
              "      <th>boston</th>\n",
              "      <th>boswell</th>\n",
              "      <th>botanical</th>\n",
              "      <th>botanists</th>\n",
              "      <th>botany</th>\n",
              "      <th>botswana</th>\n",
              "      <th>bottoms</th>\n",
              "      <th>boulder</th>\n",
              "      <th>boulevard</th>\n",
              "      <th>boull</th>\n",
              "      <th>boundaries</th>\n",
              "      <th>boundary</th>\n",
              "      <th>bounty</th>\n",
              "      <th>bouquets</th>\n",
              "      <th>bourgeois</th>\n",
              "      <th>bourke</th>\n",
              "      <th>bovary</th>\n",
              "      <th>bovine</th>\n",
              "      <th>bowel</th>\n",
              "      <th>bowen</th>\n",
              "      <th>bowermaster</th>\n",
              "      <th>bowie</th>\n",
              "      <th>bowl</th>\n",
              "      <th>bowling</th>\n",
              "      <th>bows</th>\n",
              "      <th>box</th>\n",
              "      <th>boxcar</th>\n",
              "      <th>boxers</th>\n",
              "      <th>boxes</th>\n",
              "      <th>boxing</th>\n",
              "      <th>boy</th>\n",
              "      <th>boyer</th>\n",
              "      <th>boys</th>\n",
              "      <th>bracewell</th>\n",
              "      <th>brad</th>\n",
              "      <th>bradbury</th>\n",
              "      <th>bradford</th>\n",
              "      <th>bradley</th>\n",
              "      <th>brady</th>\n",
              "      <th>bragg</th>\n",
              "      <th>brahmaputra</th>\n",
              "      <th>braids</th>\n",
              "      <th>braille</th>\n",
              "      <th>brain</th>\n",
              "      <th>brainwashing</th>\n",
              "      <th>bram</th>\n",
              "      <th>bramwell</th>\n",
              "      <th>branch</th>\n",
              "      <th>brand</th>\n",
              "      <th>branding</th>\n",
              "      <th>brando</th>\n",
              "      <th>brass</th>\n",
              "      <th>brasses</th>\n",
              "      <th>brassova</th>\n",
              "      <th>bratslav</th>\n",
              "      <th>braun</th>\n",
              "      <th>brave</th>\n",
              "      <th>bray</th>\n",
              "      <th>brazaitis</th>\n",
              "      <th>brazil</th>\n",
              "      <th>brazilian</th>\n",
              "      <th>brazilians</th>\n",
              "      <th>brazzaville</th>\n",
              "      <th>brea</th>\n",
              "      <th>bread</th>\n",
              "      <th>break</th>\n",
              "      <th>breakfast</th>\n",
              "      <th>breakfasts</th>\n",
              "      <th>breast</th>\n",
              "      <th>breastfeeding</th>\n",
              "      <th>breath</th>\n",
              "      <th>breathing</th>\n",
              "      <th>breed</th>\n",
              "      <th>breeders</th>\n",
              "      <th>breeding</th>\n",
              "      <th>breeds</th>\n",
              "      <th>brel</th>\n",
              "      <th>brenan</th>\n",
              "      <th>brendan</th>\n",
              "      <th>brende</th>\n",
              "      <th>brenner</th>\n",
              "      <th>brent</th>\n",
              "      <th>brescia</th>\n",
              "      <th>bresson</th>\n",
              "      <th>breton</th>\n",
              "      <th>brett</th>\n",
              "      <th>brewing</th>\n",
              "      <th>brian</th>\n",
              "      <th>bribery</th>\n",
              "      <th>brices</th>\n",
              "      <th>bricklaying</th>\n",
              "      <th>bridal</th>\n",
              "      <th>brides</th>\n",
              "      <th>bridge</th>\n",
              "      <th>bridges</th>\n",
              "      <th>bridget</th>\n",
              "      <th>bridwell</th>\n",
              "      <th>brief</th>\n",
              "      <th>briefcases</th>\n",
              "      <th>brig</th>\n",
              "      <th>brigade</th>\n",
              "      <th>brigands</th>\n",
              "      <th>briggs</th>\n",
              "      <th>brights</th>\n",
              "      <th>bristow</th>\n",
              "      <th>britain</th>\n",
              "      <th>britannica</th>\n",
              "      <th>britanny</th>\n",
              "      <th>british</th>\n",
              "      <th>britney</th>\n",
              "      <th>britons</th>\n",
              "      <th>britt</th>\n",
              "      <th>brittany</th>\n",
              "      <th>broadcast</th>\n",
              "      <th>broadcasters</th>\n",
              "      <th>broadcasting</th>\n",
              "      <th>broadsides</th>\n",
              "      <th>broadway</th>\n",
              "      <th>brocade</th>\n",
              "      <th>brockovich</th>\n",
              "      <th>brodie</th>\n",
              "      <th>brodsky</th>\n",
              "      <th>broken</th>\n",
              "      <th>brokerage</th>\n",
              "      <th>brokken</th>\n",
              "      <th>brompton</th>\n",
              "      <th>bronco</th>\n",
              "      <th>bronx</th>\n",
              "      <th>bronze</th>\n",
              "      <th>bronzing</th>\n",
              "      <th>bronzino</th>\n",
              "      <th>brooke</th>\n",
              "      <th>brookfield</th>\n",
              "      <th>brooklyn</th>\n",
              "      <th>brooks</th>\n",
              "      <th>bros</th>\n",
              "      <th>brother</th>\n",
              "      <th>brotherliness</th>\n",
              "      <th>brothers</th>\n",
              "      <th>brown</th>\n",
              "      <th>browne</th>\n",
              "      <th>brownell</th>\n",
              "      <th>browning</th>\n",
              "      <th>browns</th>\n",
              "      <th>broyard</th>\n",
              "      <th>brubeck</th>\n",
              "      <th>bruce</th>\n",
              "      <th>bruegel</th>\n",
              "      <th>bruges</th>\n",
              "      <th>brulican</th>\n",
              "      <th>brunei</th>\n",
              "      <th>brunelleschi</th>\n",
              "      <th>brunetti</th>\n",
              "      <th>bruno</th>\n",
              "      <th>brunswick</th>\n",
              "      <th>brussels</th>\n",
              "      <th>bryan</th>\n",
              "      <th>bryant</th>\n",
              "      <th>bryce</th>\n",
              "      <th>bryophytes</th>\n",
              "      <th>bryson</th>\n",
              "      <th>bstan</th>\n",
              "      <th>bu</th>\n",
              "      <th>bubble</th>\n",
              "      <th>bubbles</th>\n",
              "      <th>bucca</th>\n",
              "      <th>buchanan</th>\n",
              "      <th>buck</th>\n",
              "      <th>bucket</th>\n",
              "      <th>buckinghamshire</th>\n",
              "      <th>bud</th>\n",
              "      <th>budapest</th>\n",
              "      <th>buddha</th>\n",
              "      <th>buddhism</th>\n",
              "      <th>buddhist</th>\n",
              "      <th>buddhists</th>\n",
              "      <th>buddy</th>\n",
              "      <th>budget</th>\n",
              "      <th>budgets</th>\n",
              "      <th>buechner</th>\n",
              "      <th>buenos</th>\n",
              "      <th>buffalo</th>\n",
              "      <th>buffets</th>\n",
              "      <th>buffett</th>\n",
              "      <th>buffy</th>\n",
              "      <th>bugs</th>\n",
              "      <th>bugsy</th>\n",
              "      <th>buick</th>\n",
              "      <th>builder</th>\n",
              "      <th>builders</th>\n",
              "      <th>building</th>\n",
              "      <th>buildings</th>\n",
              "      <th>built</th>\n",
              "      <th>bukhoro</th>\n",
              "      <th>bukowski</th>\n",
              "      <th>bulbs</th>\n",
              "      <th>bulgaria</th>\n",
              "      <th>bulimia</th>\n",
              "      <th>bull</th>\n",
              "      <th>bullfighters</th>\n",
              "      <th>bullfights</th>\n",
              "      <th>bullies</th>\n",
              "      <th>bullitt</th>\n",
              "      <th>bulls</th>\n",
              "      <th>bullwinkle</th>\n",
              "      <th>bullying</th>\n",
              "      <th>bumppo</th>\n",
              "      <th>bundy</th>\n",
              "      <th>bungalows</th>\n",
              "      <th>bunin</th>\n",
              "      <th>bunker</th>\n",
              "      <th>bunny</th>\n",
              "      <th>bunun</th>\n",
              "      <th>bunyan</th>\n",
              "      <th>buonarroti</th>\n",
              "      <th>buono</th>\n",
              "      <th>buoyant</th>\n",
              "      <th>burana</th>\n",
              "      <th>burdett</th>\n",
              "      <th>bureau</th>\n",
              "      <th>bureaucracy</th>\n",
              "      <th>bureaus</th>\n",
              "      <th>burghardt</th>\n",
              "      <th>burghley</th>\n",
              "      <th>burglary</th>\n",
              "      <th>burgundy</th>\n",
              "      <th>burial</th>\n",
              "      <th>buried</th>\n",
              "      <th>burke</th>\n",
              "      <th>burkina</th>\n",
              "      <th>burma</th>\n",
              "      <th>burne</th>\n",
              "      <th>burnett</th>\n",
              "      <th>burning</th>\n",
              "      <th>burns</th>\n",
              "      <th>burr</th>\n",
              "      <th>burroughs</th>\n",
              "      <th>burroway</th>\n",
              "      <th>burrowing</th>\n",
              "      <th>burt</th>\n",
              "      <th>burton</th>\n",
              "      <th>bus</th>\n",
              "      <th>buscarsela</th>\n",
              "      <th>buses</th>\n",
              "      <th>bush</th>\n",
              "      <th>bushwick</th>\n",
              "      <th>business</th>\n",
              "      <th>businesses</th>\n",
              "      <th>businessmen</th>\n",
              "      <th>businesspeople</th>\n",
              "      <th>businesswomen</th>\n",
              "      <th>buster</th>\n",
              "      <th>butch</th>\n",
              "      <th>butchers</th>\n",
              "      <th>butkus</th>\n",
              "      <th>butler</th>\n",
              "      <th>butlers</th>\n",
              "      <th>butt</th>\n",
              "      <th>butte</th>\n",
              "      <th>butterflies</th>\n",
              "      <th>butterfly</th>\n",
              "      <th>buttocks</th>\n",
              "      <th>button</th>\n",
              "      <th>buttons</th>\n",
              "      <th>buxton</th>\n",
              "      <th>buying</th>\n",
              "      <th>byrd</th>\n",
              "      <th>byrne</th>\n",
              "      <th>bysshe</th>\n",
              "      <th>bystrom</th>\n",
              "      <th>bywaters</th>\n",
              "      <th>byways</th>\n",
              "      <th>byzantine</th>\n",
              "      <th>c</th>\n",
              "      <th>ca</th>\n",
              "      <th>cabala</th>\n",
              "      <th>cabarets</th>\n",
              "      <th>cabeza</th>\n",
              "      <th>cabinet</th>\n",
              "      <th>cabinetmakers</th>\n",
              "      <th>cabinetwork</th>\n",
              "      <th>cabins</th>\n",
              "      <th>cable</th>\n",
              "      <th>cabo</th>\n",
              "      <th>cabooses</th>\n",
              "      <th>cabrillo</th>\n",
              "      <th>cabrini</th>\n",
              "      <th>cacao</th>\n",
              "      <th>cactus</th>\n",
              "      <th>caddies</th>\n",
              "      <th>caddying</th>\n",
              "      <th>cadfael</th>\n",
              "      <th>cadmus</th>\n",
              "      <th>cadwallader</th>\n",
              "      <th>cady</th>\n",
              "      <th>caecilius</th>\n",
              "      <th>caelestium</th>\n",
              "      <th>caesar</th>\n",
              "      <th>caetano</th>\n",
              "      <th>caf</th>\n",
              "      <th>caffeine</th>\n",
              "      <th>cage</th>\n",
              "      <th>cahill</th>\n",
              "      <th>caillebotte</th>\n",
              "      <th>caillou</th>\n",
              "      <th>cain</th>\n",
              "      <th>caine</th>\n",
              "      <th>cairo</th>\n",
              "      <th>cajun</th>\n",
              "      <th>cajuns</th>\n",
              "      <th>cake</th>\n",
              "      <th>cakes</th>\n",
              "      <th>cal</th>\n",
              "      <th>calculus</th>\n",
              "      <th>calcutta</th>\n",
              "      <th>caldecott</th>\n",
              "      <th>calder</th>\n",
              "      <th>caldwell</th>\n",
              "      <th>caledonia</th>\n",
              "      <th>calendar</th>\n",
              "      <th>calendarios</th>\n",
              "      <th>calendars</th>\n",
              "      <th>calgary</th>\n",
              "      <th>calhoun</th>\n",
              "      <th>calif</th>\n",
              "      <th>california</th>\n",
              "      <th>calisher</th>\n",
              "      <th>callahan</th>\n",
              "      <th>callas</th>\n",
              "      <th>callender</th>\n",
              "      <th>callicott</th>\n",
              "      <th>calligraphers</th>\n",
              "      <th>calligraphy</th>\n",
              "      <th>calliope</th>\n",
              "      <th>calliopes</th>\n",
              "      <th>calorie</th>\n",
              "      <th>calverley</th>\n",
              "      <th>calvin</th>\n",
              "      <th>calypso</th>\n",
              "      <th>cam</th>\n",
              "      <th>cambodia</th>\n",
              "      <th>cambodian</th>\n",
              "      <th>cambridge</th>\n",
              "      <th>cambridgeshire</th>\n",
              "      <th>camden</th>\n",
              "      <th>camel</th>\n",
              "      <th>camelot</th>\n",
              "      <th>camels</th>\n",
              "      <th>camera</th>\n",
              "      <th>cameras</th>\n",
              "      <th>cameron</th>\n",
              "      <th>cameroon</th>\n",
              "      <th>camille</th>\n",
              "      <th>camouflage</th>\n",
              "      <th>camp</th>\n",
              "      <th>campaign</th>\n",
              "      <th>campaigns</th>\n",
              "      <th>campbell</th>\n",
              "      <th>camping</th>\n",
              "      <th>campion</th>\n",
              "      <th>camps</th>\n",
              "      <th>camry</th>\n",
              "      <th>camus</th>\n",
              "      <th>canada</th>\n",
              "      <th>canadian</th>\n",
              "      <th>canadians</th>\n",
              "      <th>canal</th>\n",
              "      <th>canc</th>\n",
              "      <th>cancer</th>\n",
              "      <th>canciones</th>\n",
              "      <th>candidate</th>\n",
              "      <th>candidates</th>\n",
              "      <th>candidiasis</th>\n",
              "      <th>candlemaking</th>\n",
              "      <th>candles</th>\n",
              "      <th>candy</th>\n",
              "      <th>cane</th>\n",
              "      <th>canidae</th>\n",
              "      <th>canis</th>\n",
              "      <th>canmore</th>\n",
              "      <th>cannabis</th>\n",
              "      <th>cannery</th>\n",
              "      <th>cannibalism</th>\n",
              "      <th>canning</th>\n",
              "      <th>canoe</th>\n",
              "      <th>canoeing</th>\n",
              "      <th>canoes</th>\n",
              "      <th>canon</th>\n",
              "      <th>canons</th>\n",
              "      <th>canopy</th>\n",
              "      <th>cantatas</th>\n",
              "      <th>canterbury</th>\n",
              "      <th>canton</th>\n",
              "      <th>cantonese</th>\n",
              "      <th>cantos</th>\n",
              "      <th>canvas</th>\n",
              "      <th>canyon</th>\n",
              "      <th>canyonlands</th>\n",
              "      <th>canyons</th>\n",
              "      <th>cao</th>\n",
              "      <th>capano</th>\n",
              "      <th>cape</th>\n",
              "      <th>capital</th>\n",
              "      <th>capitalism</th>\n",
              "      <th>capitalists</th>\n",
              "      <th>capitol</th>\n",
              "      <th>capone</th>\n",
              "      <th>cappacoccia</th>\n",
              "      <th>cappella</th>\n",
              "      <th>capri</th>\n",
              "      <th>caps</th>\n",
              "      <th>capsules</th>\n",
              "      <th>captain</th>\n",
              "      <th>captains</th>\n",
              "      <th>captioned</th>\n",
              "      <th>captive</th>\n",
              "      <th>captivities</th>\n",
              "      <th>captivity</th>\n",
              "      <th>capuchins</th>\n",
              "      <th>car</th>\n",
              "      <th>caravans</th>\n",
              "      <th>carbohydrate</th>\n",
              "      <th>carbohydrates</th>\n",
              "      <th>carbonated</th>\n",
              "      <th>carburetors</th>\n",
              "      <th>carcassonne</th>\n",
              "      <th>card</th>\n",
              "      <th>cardinals</th>\n",
              "      <th>cardiovascular</th>\n",
              "      <th>cards</th>\n",
              "      <th>cardsharping</th>\n",
              "      <th>care</th>\n",
              "      <th>career</th>\n",
              "      <th>caregivers</th>\n",
              "      <th>carella</th>\n",
              "      <th>carew</th>\n",
              "      <th>carey</th>\n",
              "      <th>cargo</th>\n",
              "      <th>caribbean</th>\n",
              "      <th>caribou</th>\n",
              "      <th>caricatures</th>\n",
              "      <th>caries</th>\n",
              "      <th>caring</th>\n",
              "      <th>carl</th>\n",
              "      <th>carlin</th>\n",
              "      <th>carlos</th>\n",
              "      <th>carlotta</th>\n",
              "      <th>carlson</th>\n",
              "      <th>carlyle</th>\n",
              "      <th>carmel</th>\n",
              "      <th>carmelite</th>\n",
              "      <th>carmen</th>\n",
              "      <th>carmina</th>\n",
              "      <th>carnatic</th>\n",
              "      <th>carnival</th>\n",
              "      <th>carnivals</th>\n",
              "      <th>carnivorous</th>\n",
              "      <th>carol</th>\n",
              "      <th>carole</th>\n",
              "      <th>carolina</th>\n",
              "      <th>caroline</th>\n",
              "      <th>carolingians</th>\n",
              "      <th>carols</th>\n",
              "      <th>carolyn</th>\n",
              "      <th>carpal</th>\n",
              "      <th>carpathian</th>\n",
              "      <th>carpenter</th>\n",
              "      <th>carpentry</th>\n",
              "      <th>carriages</th>\n",
              "      <th>carrie</th>\n",
              "      <th>carriers</th>\n",
              "      <th>carroll</th>\n",
              "      <th>carrots</th>\n",
              "      <th>cars</th>\n",
              "      <th>carson</th>\n",
              "      <th>carta</th>\n",
              "      <th>carter</th>\n",
              "      <th>carthage</th>\n",
              "      <th>cartier</th>\n",
              "      <th>cartographers</th>\n",
              "      <th>cartography</th>\n",
              "      <th>cartoon</th>\n",
              "      <th>cartooning</th>\n",
              "      <th>cartoonists</th>\n",
              "      <th>cartoons</th>\n",
              "      <th>carts</th>\n",
              "      <th>carucci</th>\n",
              "      <th>caruso</th>\n",
              "      <th>carver</th>\n",
              "      <th>carvers</th>\n",
              "      <th>carving</th>\n",
              "      <th>cary</th>\n",
              "      <th>casanova</th>\n",
              "      <th>casasola</th>\n",
              "      <th>cascade</th>\n",
              "      <th>cascades</th>\n",
              "      <th>cascading</th>\n",
              "      <th>case</th>\n",
              "      <th>casecade</th>\n",
              "      <th>cases</th>\n",
              "      <th>casey</th>\n",
              "      <th>cash</th>\n",
              "      <th>casinos</th>\n",
              "      <th>casper</th>\n",
              "      <th>cassady</th>\n",
              "      <th>cassatt</th>\n",
              "      <th>casserole</th>\n",
              "      <th>cassidy</th>\n",
              "      <th>cassity</th>\n",
              "      <th>castang</th>\n",
              "      <th>castaways</th>\n",
              "      <th>caste</th>\n",
              "      <th>castell</th>\n",
              "      <th>castilla</th>\n",
              "      <th>castillo</th>\n",
              "      <th>castles</th>\n",
              "      <th>castro</th>\n",
              "      <th>casualties</th>\n",
              "      <th>cat</th>\n",
              "      <th>catalogs</th>\n",
              "      <th>catalogue</th>\n",
              "      <th>catalogues</th>\n",
              "      <th>catalonia</th>\n",
              "      <th>catapults</th>\n",
              "      <th>catchers</th>\n",
              "      <th>catching</th>\n",
              "      <th>catechisms</th>\n",
              "      <th>catechismus</th>\n",
              "      <th>caterers</th>\n",
              "      <th>catering</th>\n",
              "      <th>caterpillars</th>\n",
              "      <th>catharine</th>\n",
              "      <th>cathedral</th>\n",
              "      <th>catherine</th>\n",
              "      <th>catherwood</th>\n",
              "      <th>catholic</th>\n",
              "      <th>catholicae</th>\n",
              "      <th>catholics</th>\n",
              "      <th>catius</th>\n",
              "      <th>cats</th>\n",
              "      <th>catskill</th>\n",
              "      <th>catt</th>\n",
              "      <th>cattle</th>\n",
              "      <th>catullus</th>\n",
              "      <th>catwoman</th>\n",
              "      <th>caucasian</th>\n",
              "      <th>causality</th>\n",
              "      <th>causation</th>\n",
              "      <th>causes</th>\n",
              "      <th>cavaliere</th>\n",
              "      <th>cave</th>\n",
              "      <th>cavelier</th>\n",
              "      <th>caven</th>\n",
              "      <th>caves</th>\n",
              "      <th>cawdell</th>\n",
              "      <th>cayce</th>\n",
              "      <th>cayman</th>\n",
              "      <th>cd</th>\n",
              "      <th>cebidae</th>\n",
              "      <th>cecelia</th>\n",
              "      <th>cecil</th>\n",
              "      <th>cecile</th>\n",
              "      <th>cecilia</th>\n",
              "      <th>cecilias</th>\n",
              "      <th>cedar</th>\n",
              "      <th>ceilings</th>\n",
              "      <th>celebration</th>\n",
              "      <th>celebrations</th>\n",
              "      <th>celebrities</th>\n",
              "      <th>celeste</th>\n",
              "      <th>cell</th>\n",
              "      <th>cellamare</th>\n",
              "      <th>cello</th>\n",
              "      <th>cellos</th>\n",
              "      <th>cells</th>\n",
              "      <th>cellular</th>\n",
              "      <th>cellulite</th>\n",
              "      <th>celtic</th>\n",
              "      <th>celtics</th>\n",
              "      <th>celts</th>\n",
              "      <th>cemeteries</th>\n",
              "      <th>cemetery</th>\n",
              "      <th>censorship</th>\n",
              "      <th>cent</th>\n",
              "      <th>centaurs</th>\n",
              "      <th>center</th>\n",
              "      <th>centers</th>\n",
              "      <th>centipedes</th>\n",
              "      <th>central</th>\n",
              "      <th>centurry</th>\n",
              "      <th>century</th>\n",
              "      <th>cephalopoda</th>\n",
              "      <th>cephalopods</th>\n",
              "      <th>ceramic</th>\n",
              "      <th>ceramics</th>\n",
              "      <th>cercopithecidae</th>\n",
              "      <th>cereal</th>\n",
              "      <th>cereals</th>\n",
              "      <th>cerebral</th>\n",
              "      <th>cerebrovascular</th>\n",
              "      <th>ceremonial</th>\n",
              "      <th>ceremonies</th>\n",
              "      <th>ceremony</th>\n",
              "      <th>certification</th>\n",
              "      <th>cervantes</th>\n",
              "      <th>cervix</th>\n",
              "      <th>cesar</th>\n",
              "      <th>cessna</th>\n",
              "      <th>cetacea</th>\n",
              "      <th>cgi</th>\n",
              "      <th>ch</th>\n",
              "      <th>cha</th>\n",
              "      <th>chaco</th>\n",
              "      <th>chaconnes</th>\n",
              "      <th>chagall</th>\n",
              "      <th>chai</th>\n",
              "      <th>chaikin</th>\n",
              "      <th>chains</th>\n",
              "      <th>chair</th>\n",
              "      <th>chairs</th>\n",
              "      <th>chaisson</th>\n",
              "      <th>chakras</th>\n",
              "      <th>chaliapin</th>\n",
              "      <th>chalker</th>\n",
              "      <th>challenged</th>\n",
              "      <th>challenger</th>\n",
              "      <th>challis</th>\n",
              "      <th>chamber</th>\n",
              "      <th>chamberlain</th>\n",
              "      <th>chamberlains</th>\n",
              "      <th>chameleons</th>\n",
              "      <th>chamoro</th>\n",
              "      <th>champagne</th>\n",
              "      <th>championship</th>\n",
              "      <th>chance</th>\n",
              "      <th>chancellorsville</th>\n",
              "      <th>chaney</th>\n",
              "      <th>chang</th>\n",
              "      <th>change</th>\n",
              "      <th>changelings</th>\n",
              "      <th>changes</th>\n",
              "      <th>changi</th>\n",
              "      <th>channel</th>\n",
              "      <th>channeling</th>\n",
              "      <th>chansons</th>\n",
              "      <th>chanticleer</th>\n",
              "      <th>chants</th>\n",
              "      <th>chaotic</th>\n",
              "      <th>chapel</th>\n",
              "      <th>chaplin</th>\n",
              "      <th>chapman</th>\n",
              "      <th>chapter</th>\n",
              "      <th>character</th>\n",
              "      <th>characteristics</th>\n",
              "      <th>characters</th>\n",
              "      <th>charater</th>\n",
              "      <th>chargers</th>\n",
              "      <th>charges</th>\n",
              "      <th>charisma</th>\n",
              "      <th>charities</th>\n",
              "      <th>charity</th>\n",
              "      <th>charlemagne</th>\n",
              "      <th>charles</th>\n",
              "      <th>charleston</th>\n",
              "      <th>charley</th>\n",
              "      <th>charlie</th>\n",
              "      <th>charlotte</th>\n",
              "      <th>charlottesville</th>\n",
              "      <th>charmian</th>\n",
              "      <th>charms</th>\n",
              "      <th>charteris</th>\n",
              "      <th>charts</th>\n",
              "      <th>chastity</th>\n",
              "      <th>chat</th>\n",
              "      <th>chatham</th>\n",
              "      <th>chatterleys</th>\n",
              "      <th>chatterton</th>\n",
              "      <th>chatwin</th>\n",
              "      <th>chauffeurs</th>\n",
              "      <th>chavez</th>\n",
              "      <th>chavis</th>\n",
              "      <th>che</th>\n",
              "      <th>chechen</th>\n",
              "      <th>chechnia</th>\n",
              "      <th>checking</th>\n",
              "      <th>chee</th>\n",
              "      <th>cheerleading</th>\n",
              "      <th>cheers</th>\n",
              "      <th>cheese</th>\n",
              "      <th>cheesemakers</th>\n",
              "      <th>cheesemaking</th>\n",
              "      <th>cheetah</th>\n",
              "      <th>chekhov</th>\n",
              "      <th>cheking</th>\n",
              "      <th>chelan</th>\n",
              "      <th>chelsea</th>\n",
              "      <th>chemical</th>\n",
              "      <th>chemistry</th>\n",
              "      <th>chemists</th>\n",
              "      <th>chemotherapy</th>\n",
              "      <th>chen</th>\n",
              "      <th>cheng</th>\n",
              "      <th>chennai</th>\n",
              "      <th>cherokee</th>\n",
              "      <th>cherry</th>\n",
              "      <th>chesapeake</th>\n",
              "      <th>cheshire</th>\n",
              "      <th>chess</th>\n",
              "      <th>chet</th>\n",
              "      <th>chevalier</th>\n",
              "      <th>chevrillon</th>\n",
              "      <th>cheyenne</th>\n",
              "      <th>chez</th>\n",
              "      <th>chffel</th>\n",
              "      <th>chi</th>\n",
              "      <th>chiang</th>\n",
              "      <th>chiapas</th>\n",
              "      <th>chiat</th>\n",
              "      <th>chibchan</th>\n",
              "      <th>chicage</th>\n",
              "      <th>chicago</th>\n",
              "      <th>chich</th>\n",
              "      <th>chichester</th>\n",
              "      <th>chick</th>\n",
              "      <th>chicken</th>\n",
              "      <th>chickens</th>\n",
              "      <th>chief</th>\n",
              "      <th>chiefdoms</th>\n",
              "      <th>chiefs</th>\n",
              "      <th>chihuahua</th>\n",
              "      <th>chihuly</th>\n",
              "      <th>child</th>\n",
              "      <th>childbirth</th>\n",
              "      <th>childhood</th>\n",
              "      <th>childlessness</th>\n",
              "      <th>children</th>\n",
              "      <th>childrens</th>\n",
              "      <th>childress</th>\n",
              "      <th>chile</th>\n",
              "      <th>chilean</th>\n",
              "      <th>chilkoot</th>\n",
              "      <th>chiltern</th>\n",
              "      <th>chimpanzees</th>\n",
              "      <th>chimurenga</th>\n",
              "      <th>chin</th>\n",
              "      <th>china</th>\n",
              "      <th>chinatown</th>\n",
              "      <th>chincoteague</th>\n",
              "      <th>chinese</th>\n",
              "      <th>ching</th>\n",
              "      <th>chinook</th>\n",
              "      <th>chip</th>\n",
              "      <th>chipmunks</th>\n",
              "      <th>chips</th>\n",
              "      <th>chiron</th>\n",
              "      <th>chiropractic</th>\n",
              "      <th>chisum</th>\n",
              "      <th>chivalry</th>\n",
              "      <th>chocolate</th>\n",
              "      <th>choctaw</th>\n",
              "      <th>choice</th>\n",
              "      <th>cholesterol</th>\n",
              "      <th>chomsky</th>\n",
              "      <th>chong</th>\n",
              "      <th>chopin</th>\n",
              "      <th>chorale</th>\n",
              "      <th>chord</th>\n",
              "      <th>chorea</th>\n",
              "      <th>choreographers</th>\n",
              "      <th>choreographic</th>\n",
              "      <th>choreography</th>\n",
              "      <th>chornobyl</th>\n",
              "      <th>choruses</th>\n",
              "      <th>chrestomanci</th>\n",
              "      <th>chris</th>\n",
              "      <th>christ</th>\n",
              "      <th>christa</th>\n",
              "      <th>christian</th>\n",
              "      <th>christiane</th>\n",
              "      <th>christianity</th>\n",
              "      <th>christians</th>\n",
              "      <th>christie</th>\n",
              "      <th>christies</th>\n",
              "      <th>christine</th>\n",
              "      <th>christmas</th>\n",
              "      <th>christoff</th>\n",
              "      <th>christopher</th>\n",
              "      <th>christy</th>\n",
              "      <th>chromolithography</th>\n",
              "      <th>chromosome</th>\n",
              "      <th>chronic</th>\n",
              "      <th>chronically</th>\n",
              "      <th>chronicles</th>\n",
              "      <th>chronology</th>\n",
              "      <th>chrysler</th>\n",
              "      <th>chuck</th>\n",
              "      <th>chucky</th>\n",
              "      <th>chultural</th>\n",
              "      <th>church</th>\n",
              "      <th>churches</th>\n",
              "      <th>churchill</th>\n",
              "      <th>chuuk</th>\n",
              "      <th>ciampi</th>\n",
              "      <th>cica</th>\n",
              "      <th>ciconiiformes</th>\n",
              "      <th>cid</th>\n",
              "      <th>cider</th>\n",
              "      <th>cigars</th>\n",
              "      <th>cincinnati</th>\n",
              "      <th>cinco</th>\n",
              "      <th>cinderella</th>\n",
              "      <th>cinematographers</th>\n",
              "      <th>cinematography</th>\n",
              "      <th>cipher</th>\n",
              "      <th>ciphers</th>\n",
              "      <th>circle</th>\n",
              "      <th>circles</th>\n",
              "      <th>circuits</th>\n",
              "      <th>circular</th>\n",
              "      <th>circumcision</th>\n",
              "      <th>circus</th>\n",
              "      <th>cirque</th>\n",
              "      <th>citation</th>\n",
              "      <th>cities</th>\n",
              "      <th>citizen</th>\n",
              "      <th>citizenship</th>\n",
              "      <th>citkowitz</th>\n",
              "      <th>city</th>\n",
              "      <th>civics</th>\n",
              "      <th>civil</th>\n",
              "      <th>civilian</th>\n",
              "      <th>civilians</th>\n",
              "      <th>civilization</th>\n",
              "      <th>ck</th>\n",
              "      <th>cke</th>\n",
              "      <th>ckert</th>\n",
              "      <th>claflin</th>\n",
              "      <th>clah</th>\n",
              "      <th>claims</th>\n",
              "      <th>claire</th>\n",
              "      <th>clairvoyants</th>\n",
              "      <th>clambakes</th>\n",
              "      <th>clans</th>\n",
              "      <th>clara</th>\n",
              "      <th>clare</th>\n",
              "      <th>clarence</th>\n",
              "      <th>clarinet</th>\n",
              "      <th>clarinets</th>\n",
              "      <th>clark</th>\n",
              "      <th>clarkson</th>\n",
              "      <th>class</th>\n",
              "      <th>classes</th>\n",
              "      <th>classic</th>\n",
              "      <th>classical</th>\n",
              "      <th>classicists</th>\n",
              "      <th>classification</th>\n",
              "      <th>classroom</th>\n",
              "      <th>claude</th>\n",
              "      <th>claudel</th>\n",
              "      <th>claudia</th>\n",
              "      <th>claus</th>\n",
              "      <th>clay</th>\n",
              "      <th>clea</th>\n",
              "      <th>cleaners</th>\n",
              "      <th>cleaning</th>\n",
              "      <th>cleanliness</th>\n",
              "      <th>cleary</th>\n",
              "      <th>cleland</th>\n",
              "      <th>clemency</th>\n",
              "      <th>clemente</th>\n",
              "      <th>clements</th>\n",
              "      <th>cleopatra</th>\n",
              "      <th>clergy</th>\n",
              "      <th>clerks</th>\n",
              "      <th>clermont</th>\n",
              "      <th>cleveland</th>\n",
              "      <th>clichy</th>\n",
              "      <th>clicker</th>\n",
              "      <th>client</th>\n",
              "      <th>clif</th>\n",
              "      <th>cliff</th>\n",
              "      <th>clifford</th>\n",
              "      <th>climate</th>\n",
              "      <th>climatic</th>\n",
              "      <th>climatolog</th>\n",
              "      <th>climatology</th>\n",
              "      <th>climbing</th>\n",
              "      <th>cline</th>\n",
              "      <th>clinical</th>\n",
              "      <th>clinics</th>\n",
              "      <th>clinton</th>\n",
              "      <th>clip</th>\n",
              "      <th>clipper</th>\n",
              "      <th>cliques</th>\n",
              "      <th>clive</th>\n",
              "      <th>clock</th>\n",
              "      <th>clocks</th>\n",
              "      <th>cloning</th>\n",
              "      <th>clores</th>\n",
              "      <th>close</th>\n",
              "      <th>closed</th>\n",
              "      <th>closets</th>\n",
              "      <th>cloth</th>\n",
              "      <th>clothes</th>\n",
              "      <th>clothing</th>\n",
              "      <th>cloud</th>\n",
              "      <th>clouds</th>\n",
              "      <th>clouseau</th>\n",
              "      <th>clowns</th>\n",
              "      <th>club</th>\n",
              "      <th>clubhouses</th>\n",
              "      <th>clubs</th>\n",
              "      <th>clumsiness</th>\n",
              "      <th>clyde</th>\n",
              "      <th>cmericans</th>\n",
              "      <th>co</th>\n",
              "      <th>coaches</th>\n",
              "      <th>coaching</th>\n",
              "      <th>coal</th>\n",
              "      <th>coalition</th>\n",
              "      <th>coast</th>\n",
              "      <th>coastal</th>\n",
              "      <th>coasters</th>\n",
              "      <th>coasts</th>\n",
              "      <th>coats</th>\n",
              "      <th>cob</th>\n",
              "      <th>cobain</th>\n",
              "      <th>cobb</th>\n",
              "      <th>cocaine</th>\n",
              "      <th>cochise</th>\n",
              "      <th>cockettes</th>\n",
              "      <th>cockroaches</th>\n",
              "      <th>cocktails</th>\n",
              "      <th>cocoa</th>\n",
              "      <th>coconut</th>\n",
              "      <th>cocos</th>\n",
              "      <th>cod</th>\n",
              "      <th>code</th>\n",
              "      <th>codependency</th>\n",
              "      <th>codependents</th>\n",
              "      <th>codfish</th>\n",
              "      <th>codices</th>\n",
              "      <th>coding</th>\n",
              "      <th>coe</th>\n",
              "      <th>coelho</th>\n",
              "      <th>coffee</th>\n",
              "      <th>coffeehouses</th>\n",
              "      <th>coffin</th>\n",
              "      <th>cognition</th>\n",
              "      <th>cognitive</th>\n",
              "      <th>cohan</th>\n",
              "      <th>cohen</th>\n",
              "      <th>cohn</th>\n",
              "      <th>coho</th>\n",
              "      <th>coinage</th>\n",
              "      <th>coins</th>\n",
              "      <th>cold</th>\n",
              "      <th>cole</th>\n",
              "      <th>coleman</th>\n",
              "      <th>colene</th>\n",
              "      <th>colette</th>\n",
              "      <th>coley</th>\n",
              "      <th>colin</th>\n",
              "      <th>collaboration</th>\n",
              "      <th>collage</th>\n",
              "      <th>collar</th>\n",
              "      <th>collectible</th>\n",
              "      <th>collectibles</th>\n",
              "      <th>collecting</th>\n",
              "      <th>collection</th>\n",
              "      <th>collections</th>\n",
              "      <th>collective</th>\n",
              "      <th>collectors</th>\n",
              "      <th>college</th>\n",
              "      <th>colleges</th>\n",
              "      <th>collie</th>\n",
              "      <th>collier</th>\n",
              "      <th>collins</th>\n",
              "      <th>collisions</th>\n",
              "      <th>colo</th>\n",
              "      <th>colombia</th>\n",
              "      <th>colombian</th>\n",
              "      <th>colombo</th>\n",
              "      <th>colon</th>\n",
              "      <th>colonial</th>\n",
              "      <th>colonies</th>\n",
              "      <th>colonization</th>\n",
              "      <th>colony</th>\n",
              "      <th>color</th>\n",
              "      <th>colorado</th>\n",
              "      <th>coloration</th>\n",
              "      <th>colored</th>\n",
              "      <th>coloring</th>\n",
              "      <th>colors</th>\n",
              "      <th>coltrane</th>\n",
              "      <th>columbia</th>\n",
              "      <th>columbian</th>\n",
              "      <th>columbo</th>\n",
              "      <th>columbus</th>\n",
              "      <th>columnists</th>\n",
              "      <th>columns</th>\n",
              "      <th>com</th>\n",
              "      <th>coma</th>\n",
              "      <th>comanche</th>\n",
              "      <th>combat</th>\n",
              "      <th>combinations</th>\n",
              "      <th>combining</th>\n",
              "      <th>comedians</th>\n",
              "      <th>comedies</th>\n",
              "      <th>comedy</th>\n",
              "      <th>comet</th>\n",
              "      <th>comets</th>\n",
              "      <th>comfort</th>\n",
              "      <th>comic</th>\n",
              "      <th>comics</th>\n",
              "      <th>coming</th>\n",
              "      <th>commandments</th>\n",
              "      <th>commando</th>\n",
              "      <th>commedia</th>\n",
              "      <th>commentaries</th>\n",
              "      <th>commentarii</th>\n",
              "      <th>commerce</th>\n",
              "      <th>commercial</th>\n",
              "      <th>commins</th>\n",
              "      <th>commission</th>\n",
              "      <th>commissioned</th>\n",
              "      <th>commitment</th>\n",
              "      <th>committee</th>\n",
              "      <th>common</th>\n",
              "      <th>commumication</th>\n",
              "      <th>communal</th>\n",
              "      <th>communalism</th>\n",
              "      <th>commune</th>\n",
              "      <th>communicable</th>\n",
              "      <th>communication</th>\n",
              "      <th>communications</th>\n",
              "      <th>communism</th>\n",
              "      <th>communist</th>\n",
              "      <th>communists</th>\n",
              "      <th>communities</th>\n",
              "      <th>community</th>\n",
              "      <th>commuter</th>\n",
              "      <th>commuting</th>\n",
              "      <th>como</th>\n",
              "      <th>compact</th>\n",
              "      <th>compagnie</th>\n",
              "      <th>companies</th>\n",
              "      <th>companion</th>\n",
              "      <th>company</th>\n",
              "      <th>comparative</th>\n",
              "      <th>compass</th>\n",
              "      <th>compassion</th>\n",
              "      <th>compatible</th>\n",
              "      <th>compensation</th>\n",
              "      <th>competition</th>\n",
              "      <th>competitions</th>\n",
              "      <th>compilers</th>\n",
              "      <th>complex</th>\n",
              "      <th>complexity</th>\n",
              "      <th>compliance</th>\n",
              "      <th>complications</th>\n",
              "      <th>composers</th>\n",
              "      <th>composition</th>\n",
              "      <th>compost</th>\n",
              "      <th>compostela</th>\n",
              "      <th>comprehension</th>\n",
              "      <th>compson</th>\n",
              "      <th>compulsive</th>\n",
              "      <th>compulsory</th>\n",
              "      <th>computer</th>\n",
              "      <th>computers</th>\n",
              "      <th>computing</th>\n",
              "      <th>conan</th>\n",
              "      <th>conaway</th>\n",
              "      <th>concentration</th>\n",
              "      <th>concept</th>\n",
              "      <th>conception</th>\n",
              "      <th>conceptual</th>\n",
              "      <th>concert</th>\n",
              "      <th>concerti</th>\n",
              "      <th>concertos</th>\n",
              "      <th>concerts</th>\n",
              "      <th>conchita</th>\n",
              "      <th>concrete</th>\n",
              "      <th>concrmusic</th>\n",
              "      <th>condensation</th>\n",
              "      <th>condiciones</th>\n",
              "      <th>condiments</th>\n",
              "      <th>conditiones</th>\n",
              "      <th>conditioning</th>\n",
              "      <th>conditions</th>\n",
              "      <th>condominiums</th>\n",
              "      <th>condor</th>\n",
              "      <th>condors</th>\n",
              "      <th>condos</th>\n",
              "      <th>conduct</th>\n",
              "      <th>conducting</th>\n",
              "      <th>conductors</th>\n",
              "      <th>conduit</th>\n",
              "      <th>confectionery</th>\n",
              "      <th>confederate</th>\n",
              "      <th>confederation</th>\n",
              "      <th>conference</th>\n",
              "      <th>confession</th>\n",
              "      <th>confidence</th>\n",
              "      <th>confiscations</th>\n",
              "      <th>conflict</th>\n",
              "      <th>conformity</th>\n",
              "      <th>confucianism</th>\n",
              "      <th>conga</th>\n",
              "      <th>congestion</th>\n",
              "      <th>congo</th>\n",
              "      <th>congregation</th>\n",
              "      <th>congress</th>\n",
              "      <th>congresses</th>\n",
              "      <th>conifers</th>\n",
              "      <th>conjoined</th>\n",
              "      <th>conjunctions</th>\n",
              "      <th>conn</th>\n",
              "      <th>connecticut</th>\n",
              "      <th>connor</th>\n",
              "      <th>conover</th>\n",
              "      <th>conquerors</th>\n",
              "      <th>conquest</th>\n",
              "      <th>conrad</th>\n",
              "      <th>conroy</th>\n",
              "      <th>consciousness</th>\n",
              "      <th>consent</th>\n",
              "      <th>conservancy</th>\n",
              "      <th>conservation</th>\n",
              "      <th>conservationists</th>\n",
              "      <th>conservatism</th>\n",
              "      <th>consolation</th>\n",
              "      <th>consolidation</th>\n",
              "      <th>consonents</th>\n",
              "      <th>consort</th>\n",
              "      <th>conspiracies</th>\n",
              "      <th>conspiracy</th>\n",
              "      <th>constantine</th>\n",
              "      <th>constellations</th>\n",
              "      <th>constitution</th>\n",
              "      <th>constitutional</th>\n",
              "      <th>constrictor</th>\n",
              "      <th>construction</th>\n",
              "      <th>constructions</th>\n",
              "      <th>constructivism</th>\n",
              "      <th>consuelo</th>\n",
              "      <th>consulate</th>\n",
              "      <th>consultants</th>\n",
              "      <th>consulting</th>\n",
              "      <th>consumer</th>\n",
              "      <th>consumers</th>\n",
              "      <th>consumption</th>\n",
              "      <th>contact</th>\n",
              "      <th>contagion</th>\n",
              "      <th>container</th>\n",
              "      <th>containers</th>\n",
              "      <th>contamination</th>\n",
              "      <th>contemporaries</th>\n",
              "      <th>contemporary</th>\n",
              "      <th>content</th>\n",
              "      <th>contentment</th>\n",
              "      <th>contestants</th>\n",
              "      <th>contested</th>\n",
              "      <th>contests</th>\n",
              "      <th>context</th>\n",
              "      <th>continental</th>\n",
              "      <th>continents</th>\n",
              "      <th>continued</th>\n",
              "      <th>continuing</th>\n",
              "      <th>continuo</th>\n",
              "      <th>contra</th>\n",
              "      <th>contraceptives</th>\n",
              "      <th>contract</th>\n",
              "      <th>contracting</th>\n",
              "      <th>contractors</th>\n",
              "      <th>contraltos</th>\n",
              "      <th>contributions</th>\n",
              "      <th>control</th>\n",
              "      <th>controlled</th>\n",
              "      <th>controllers</th>\n",
              "      <th>controversial</th>\n",
              "      <th>convalescent</th>\n",
              "      <th>convenience</th>\n",
              "      <th>convention</th>\n",
              "      <th>conversation</th>\n",
              "      <th>conversations</th>\n",
              "      <th>conversion</th>\n",
              "      <th>converts</th>\n",
              "      <th>convicts</th>\n",
              "      <th>conway</th>\n",
              "      <th>cook</th>\n",
              "      <th>cookbooks</th>\n",
              "      <th>cookery</th>\n",
              "      <th>cookies</th>\n",
              "      <th>cooking</th>\n",
              "      <th>cooks</th>\n",
              "      <th>cooley</th>\n",
              "      <th>coombs</th>\n",
              "      <th>cooper</th>\n",
              "      <th>cooperation</th>\n",
              "      <th>cooperative</th>\n",
              "      <th>cooperativeness</th>\n",
              "      <th>cooperman</th>\n",
              "      <th>cop</th>\n",
              "      <th>copeland</th>\n",
              "      <th>copenhagen</th>\n",
              "      <th>copernicus</th>\n",
              "      <th>copland</th>\n",
              "      <th>coplans</th>\n",
              "      <th>copper</th>\n",
              "      <th>coptic</th>\n",
              "      <th>copy</th>\n",
              "      <th>copybooks</th>\n",
              "      <th>copyright</th>\n",
              "      <th>cora</th>\n",
              "      <th>coral</th>\n",
              "      <th>corals</th>\n",
              "      <th>corbett</th>\n",
              "      <th>corbitt</th>\n",
              "      <th>cord</th>\n",
              "      <th>corduroy</th>\n",
              "      <th>core</th>\n",
              "      <th>corelli</th>\n",
              "      <th>coretta</th>\n",
              "      <th>corfu</th>\n",
              "      <th>corinth</th>\n",
              "      <th>cork</th>\n",
              "      <th>corley</th>\n",
              "      <th>cormac</th>\n",
              "      <th>cormier</th>\n",
              "      <th>corn</th>\n",
              "      <th>cornelia</th>\n",
              "      <th>cornelis</th>\n",
              "      <th>cornelius</th>\n",
              "      <th>cornell</th>\n",
              "      <th>corners</th>\n",
              "      <th>cornet</th>\n",
              "      <th>cornwall</th>\n",
              "      <th>coronado</th>\n",
              "      <th>coronary</th>\n",
              "      <th>coronation</th>\n",
              "      <th>coronations</th>\n",
              "      <th>corp</th>\n",
              "      <th>corporate</th>\n",
              "      <th>corporation</th>\n",
              "      <th>corporations</th>\n",
              "      <th>corps</th>\n",
              "      <th>correctional</th>\n",
              "      <th>corredpondents</th>\n",
              "      <th>correspondence</th>\n",
              "      <th>correspondents</th>\n",
              "      <th>corridor</th>\n",
              "      <th>corrie</th>\n",
              "      <th>corrupt</th>\n",
              "      <th>corruption</th>\n",
              "      <th>corsica</th>\n",
              "      <th>cort</th>\n",
              "      <th>corvallis</th>\n",
              "      <th>corvette</th>\n",
              "      <th>corvidae</th>\n",
              "      <th>coryate</th>\n",
              "      <th>coryell</th>\n",
              "      <th>cosby</th>\n",
              "      <th>cosi</th>\n",
              "      <th>cosmetics</th>\n",
              "      <th>cosmogony</th>\n",
              "      <th>cosmological</th>\n",
              "      <th>cosmology</th>\n",
              "      <th>cossacks</th>\n",
              "      <th>cost</th>\n",
              "      <th>costa</th>\n",
              "      <th>costello</th>\n",
              "      <th>costs</th>\n",
              "      <th>costume</th>\n",
              "      <th>cotswold</th>\n",
              "      <th>cottage</th>\n",
              "      <th>cottages</th>\n",
              "      <th>cotton</th>\n",
              "      <th>cottontails</th>\n",
              "      <th>coubertin</th>\n",
              "      <th>coucy</th>\n",
              "      <th>cougar</th>\n",
              "      <th>coulee</th>\n",
              "      <th>councils</th>\n",
              "      <th>counsel</th>\n",
              "      <th>counseling</th>\n",
              "      <th>counselors</th>\n",
              "      <th>count</th>\n",
              "      <th>counterculture</th>\n",
              "      <th>counterfactuals</th>\n",
              "      <th>counterfeiting</th>\n",
              "      <th>counterfeits</th>\n",
              "      <th>counterinsurgency</th>\n",
              "      <th>counterrevolutionaries</th>\n",
              "      <th>counterrevolutions</th>\n",
              "      <th>countess</th>\n",
              "      <th>countesses</th>\n",
              "      <th>counting</th>\n",
              "      <th>countries</th>\n",
              "      <th>country</th>\n",
              "      <th>county</th>\n",
              "      <th>coupland</th>\n",
              "      <th>couples</th>\n",
              "      <th>coups</th>\n",
              "      <th>courage</th>\n",
              "      <th>couriers</th>\n",
              "      <th>course</th>\n",
              "      <th>courses</th>\n",
              "      <th>court</th>\n",
              "      <th>courtesans</th>\n",
              "      <th>courtesy</th>\n",
              "      <th>courtiers</th>\n",
              "      <th>courtney</th>\n",
              "      <th>courts</th>\n",
              "      <th>courtship</th>\n",
              "      <th>couscous</th>\n",
              "      <th>cousins</th>\n",
              "      <th>coutts</th>\n",
              "      <th>coven</th>\n",
              "      <th>covenant</th>\n",
              "      <th>covens</th>\n",
              "      <th>coventry</th>\n",
              "      <th>cover</th>\n",
              "      <th>coverage</th>\n",
              "      <th>coverings</th>\n",
              "      <th>coverlets</th>\n",
              "      <th>covers</th>\n",
              "      <th>cowboys</th>\n",
              "      <th>cowell</th>\n",
              "      <th>cowgirl</th>\n",
              "      <th>cowgirls</th>\n",
              "      <th>cows</th>\n",
              "      <th>cox</th>\n",
              "      <th>coyne</th>\n",
              "      <th>coyote</th>\n",
              "      <th>cpr</th>\n",
              "      <th>crabs</th>\n",
              "      <th>crack</th>\n",
              "      <th>craft</th>\n",
              "      <th>crafts</th>\n",
              "      <th>craftsman</th>\n",
              "      <th>craig</th>\n",
              "      <th>cram</th>\n",
              "      <th>crandell</th>\n",
              "      <th>crane</th>\n",
              "      <th>craniometry</th>\n",
              "      <th>crash</th>\n",
              "      <th>crawford</th>\n",
              "      <th>crayon</th>\n",
              "      <th>crayons</th>\n",
              "      <th>crazy</th>\n",
              "      <th>cream</th>\n",
              "      <th>creation</th>\n",
              "      <th>creationism</th>\n",
              "      <th>creative</th>\n",
              "      <th>credit</th>\n",
              "      <th>cree</th>\n",
              "      <th>creegan</th>\n",
              "      <th>creek</th>\n",
              "      <th>cremation</th>\n",
              "      <th>cremona</th>\n",
              "      <th>creole</th>\n",
              "      <th>creoles</th>\n",
              "      <th>crest</th>\n",
              "      <th>crests</th>\n",
              "      <th>creswicke</th>\n",
              "      <th>crete</th>\n",
              "      <th>creutzfeldt</th>\n",
              "      <th>crewelwork</th>\n",
              "      <th>cribbage</th>\n",
              "      <th>crichton</th>\n",
              "      <th>crickets</th>\n",
              "      <th>crime</th>\n",
              "      <th>crimean</th>\n",
              "      <th>crimes</th>\n",
              "      <th>criminal</th>\n",
              "      <th>criminals</th>\n",
              "      <th>criminologists</th>\n",
              "      <th>criminology</th>\n",
              "      <th>crises</th>\n",
              "      <th>crisis</th>\n",
              "      <th>critical</th>\n",
              "      <th>critically</th>\n",
              "      <th>criticism</th>\n",
              "      <th>critics</th>\n",
              "      <th>critter</th>\n",
              "      <th>croatia</th>\n",
              "      <th>croatian</th>\n",
              "      <th>crocheting</th>\n",
              "      <th>crockett</th>\n",
              "      <th>crocodile</th>\n",
              "      <th>crocodiles</th>\n",
              "      <th>crocodilians</th>\n",
              "      <th>crocodylidae</th>\n",
              "      <th>croft</th>\n",
              "      <th>crohns</th>\n",
              "      <th>crombie</th>\n",
              "      <th>cronauer</th>\n",
              "      <th>crop</th>\n",
              "      <th>crops</th>\n",
              "      <th>crosby</th>\n",
              "      <th>cross</th>\n",
              "      <th>crossroads</th>\n",
              "      <th>crossword</th>\n",
              "      <th>crow</th>\n",
              "      <th>crows</th>\n",
              "      <th>crucifixion</th>\n",
              "      <th>cruise</th>\n",
              "      <th>cruiser</th>\n",
              "      <th>crumrin</th>\n",
              "      <th>crusade</th>\n",
              "      <th>crusades</th>\n",
              "      <th>crustaceans</th>\n",
              "      <th>cruz</th>\n",
              "      <th>crying</th>\n",
              "      <th>cryonics</th>\n",
              "      <th>cryptographers</th>\n",
              "      <th>cryptography</th>\n",
              "      <th>cryptozoology</th>\n",
              "      <th>crystal</th>\n",
              "      <th>crystallography</th>\n",
              "      <th>crystals</th>\n",
              "      <th>csi</th>\n",
              "      <th>ctor</th>\n",
              "      <th>cuba</th>\n",
              "      <th>cuban</th>\n",
              "      <th>cubans</th>\n",
              "      <th>cubic</th>\n",
              "      <th>cubs</th>\n",
              "      <th>cuentos</th>\n",
              "      <th>culinary</th>\n",
              "      <th>cullen</th>\n",
              "      <th>culloden</th>\n",
              "      <th>culpeper</th>\n",
              "      <th>cult</th>\n",
              "      <th>cultivated</th>\n",
              "      <th>cultivation</th>\n",
              "      <th>cults</th>\n",
              "      <th>cultural</th>\n",
              "      <th>culture</th>\n",
              "      <th>cumberland</th>\n",
              "      <th>cuneiform</th>\n",
              "      <th>cunningham</th>\n",
              "      <th>cunxin</th>\n",
              "      <th>cup</th>\n",
              "      <th>cupid</th>\n",
              "      <th>cups</th>\n",
              "      <th>curators</th>\n",
              "      <th>curia</th>\n",
              "      <th>curie</th>\n",
              "      <th>curiosities</th>\n",
              "      <th>curious</th>\n",
              "      <th>curott</th>\n",
              "      <th>curragh</th>\n",
              "      <th>current</th>\n",
              "      <th>curricula</th>\n",
              "      <th>curriculum</th>\n",
              "      <th>currier</th>\n",
              "      <th>cursing</th>\n",
              "      <th>curteman</th>\n",
              "      <th>curtis</th>\n",
              "      <th>cushions</th>\n",
              "      <th>cushman</th>\n",
              "      <th>custer</th>\n",
              "      <th>custody</th>\n",
              "      <th>customer</th>\n",
              "      <th>customers</th>\n",
              "      <th>customhouses</th>\n",
              "      <th>customizing</th>\n",
              "      <th>customs</th>\n",
              "      <th>cut</th>\n",
              "      <th>cutters</th>\n",
              "      <th>cutting</th>\n",
              "      <th>cuttlefish</th>\n",
              "      <th>cvn</th>\n",
              "      <th>cybernetics</th>\n",
              "      <th>cyberspace</th>\n",
              "      <th>cyborgs</th>\n",
              "      <th>cyclamen</th>\n",
              "      <th>cycle</th>\n",
              "      <th>cycles</th>\n",
              "      <th>cycling</th>\n",
              "      <th>cyclists</th>\n",
              "      <th>cyclone</th>\n",
              "      <th>cyclooxygenase</th>\n",
              "      <th>cydonia</th>\n",
              "      <th>cynster</th>\n",
              "      <th>cynthia</th>\n",
              "      <th>cypress</th>\n",
              "      <th>cyprus</th>\n",
              "      <th>cyr</th>\n",
              "      <th>cyteen</th>\n",
              "      <th>czar</th>\n",
              "      <th>czech</th>\n",
              "      <th>czechoslovakia</th>\n",
              "      <th>czeslaw</th>\n",
              "      <th>da</th>\n",
              "      <th>dachshunds</th>\n",
              "      <th>dacies</th>\n",
              "      <th>dadaism</th>\n",
              "      <th>daffy</th>\n",
              "      <th>dahl</th>\n",
              "      <th>dahlby</th>\n",
              "      <th>daimyo</th>\n",
              "      <th>dairy</th>\n",
              "      <th>dairying</th>\n",
              "      <th>daisies</th>\n",
              "      <th>daisy</th>\n",
              "      <th>dakota</th>\n",
              "      <th>dal</th>\n",
              "      <th>dalai</th>\n",
              "      <th>dale</th>\n",
              "      <th>dales</th>\n",
              "      <th>daley</th>\n",
              "      <th>dalgliesh</th>\n",
              "      <th>dallas</th>\n",
              "      <th>dalmatian</th>\n",
              "      <th>dalmation</th>\n",
              "      <th>dalrymple</th>\n",
              "      <th>dalton</th>\n",
              "      <th>daly</th>\n",
              "      <th>dalziel</th>\n",
              "      <th>dam</th>\n",
              "      <th>damaged</th>\n",
              "      <th>damages</th>\n",
              "      <th>dame</th>\n",
              "      <th>damer</th>\n",
              "      <th>damien</th>\n",
              "      <th>dams</th>\n",
              "      <th>dan</th>\n",
              "      <th>danaus</th>\n",
              "      <th>dance</th>\n",
              "      <th>dancers</th>\n",
              "      <th>dances</th>\n",
              "      <th>dancing</th>\n",
              "      <th>dandelions</th>\n",
              "      <th>dandridge</th>\n",
              "      <th>dane</th>\n",
              "      <th>dangerfield</th>\n",
              "      <th>dangerous</th>\n",
              "      <th>dangerously</th>\n",
              "      <th>daniel</th>\n",
              "      <th>danielle</th>\n",
              "      <th>daniels</th>\n",
              "      <th>danish</th>\n",
              "      <th>danny</th>\n",
              "      <th>dante</th>\n",
              "      <th>danton</th>\n",
              "      <th>dao</th>\n",
              "      <th>daphne</th>\n",
              "      <th>daquarium</th>\n",
              "      <th>darby</th>\n",
              "      <th>darci</th>\n",
              "      <th>darcy</th>\n",
              "      <th>daredevil</th>\n",
              "      <th>daredevils</th>\n",
              "      <th>darien</th>\n",
              "      <th>darina</th>\n",
              "      <th>darius</th>\n",
              "      <th>dark</th>\n",
              "      <th>darkover</th>\n",
              "      <th>darling</th>\n",
              "      <th>darrington</th>\n",
              "      <th>darrow</th>\n",
              "      <th>darth</th>\n",
              "      <th>dartmoor</th>\n",
              "      <th>darwin</th>\n",
              "      <th>dashiell</th>\n",
              "      <th>data</th>\n",
              "      <th>database</th>\n",
              "      <th>databases</th>\n",
              "      <th>dating</th>\n",
              "      <th>datsun</th>\n",
              "      <th>daughter</th>\n",
              "      <th>daughters</th>\n",
              "      <th>dave</th>\n",
              "      <th>davenport</th>\n",
              "      <th>david</th>\n",
              "      <th>davidian</th>\n",
              "      <th>davidians</th>\n",
              "      <th>davidman</th>\n",
              "      <th>davidson</th>\n",
              "      <th>davis</th>\n",
              "      <th>davy</th>\n",
              "      <th>dawna</th>\n",
              "      <th>day</th>\n",
              "      <th>days</th>\n",
              "      <th>dayton</th>\n",
              "      <th>dazai</th>\n",
              "      <th>dc</th>\n",
              "      <th>de</th>\n",
              "      <th>dead</th>\n",
              "      <th>deadheads</th>\n",
              "      <th>deadly</th>\n",
              "      <th>deadwood</th>\n",
              "      <th>deaf</th>\n",
              "      <th>deafblind</th>\n",
              "      <th>deafness</th>\n",
              "      <th>deal</th>\n",
              "      <th>dealers</th>\n",
              "      <th>dean</th>\n",
              "      <th>deann</th>\n",
              "      <th>death</th>\n",
              "      <th>deathstalker</th>\n",
              "      <th>deaver</th>\n",
              "      <th>debbie</th>\n",
              "      <th>deborah</th>\n",
              "      <th>debs</th>\n",
              "      <th>debt</th>\n",
              "      <th>debts</th>\n",
              "      <th>debutantes</th>\n",
              "      <th>decade</th>\n",
              "      <th>decalcomania</th>\n",
              "      <th>decarava</th>\n",
              "      <th>decedents</th>\n",
              "      <th>deception</th>\n",
              "      <th>decimal</th>\n",
              "      <th>decision</th>\n",
              "      <th>decius</th>\n",
              "      <th>decker</th>\n",
              "      <th>decks</th>\n",
              "      <th>declaration</th>\n",
              "      <th>deco</th>\n",
              "      <th>deconstructivism</th>\n",
              "      <th>decontamination</th>\n",
              "      <th>decorating</th>\n",
              "      <th>decoration</th>\n",
              "      <th>decorations</th>\n",
              "      <th>decorative</th>\n",
              "      <th>decorators</th>\n",
              "      <th>decoupage</th>\n",
              "      <th>deductions</th>\n",
              "      <th>dee</th>\n",
              "      <th>deep</th>\n",
              "      <th>deer</th>\n",
              "      <th>deerfield</th>\n",
              "      <th>deets</th>\n",
              "      <th>defeating</th>\n",
              "      <th>defecation</th>\n",
              "      <th>defectors</th>\n",
              "      <th>defects</th>\n",
              "      <th>defense</th>\n",
              "      <th>defenses</th>\n",
              "      <th>deferred</th>\n",
              "      <th>deficiency</th>\n",
              "      <th>deficit</th>\n",
              "      <th>deficits</th>\n",
              "      <th>deforestation</th>\n",
              "      <th>degas</th>\n",
              "      <th>degradation</th>\n",
              "      <th>dehuai</th>\n",
              "      <th>dei</th>\n",
              "      <th>deigo</th>\n",
              "      <th>deinonychus</th>\n",
              "      <th>deity</th>\n",
              "      <th>dejah</th>\n",
              "      <th>dejong</th>\n",
              "      <th>del</th>\n",
              "      <th>delaney</th>\n",
              "      <th>delano</th>\n",
              "      <th>delany</th>\n",
              "      <th>delaware</th>\n",
              "      <th>deleeuw</th>\n",
              "      <th>deleo</th>\n",
              "      <th>delhi</th>\n",
              "      <th>delicatessens</th>\n",
              "      <th>delinquency</th>\n",
              "      <th>delinquents</th>\n",
              "      <th>delivery</th>\n",
              "      <th>della</th>\n",
              "      <th>delores</th>\n",
              "      <th>delta</th>\n",
              "      <th>deluge</th>\n",
              "      <th>demarkian</th>\n",
              "      <th>dementia</th>\n",
              "      <th>democr</th>\n",
              "      <th>democracy</th>\n",
              "      <th>democratic</th>\n",
              "      <th>democratization</th>\n",
              "      <th>demographic</th>\n",
              "      <th>demography</th>\n",
              "      <th>demoniac</th>\n",
              "      <th>demonology</th>\n",
              "      <th>demonstrations</th>\n",
              "      <th>denali</th>\n",
              "      <th>deng</th>\n",
              "      <th>denial</th>\n",
              "      <th>denice</th>\n",
              "      <th>denis</th>\n",
              "      <th>denise</th>\n",
              "      <th>denmark</th>\n",
              "      <th>dennis</th>\n",
              "      <th>denny</th>\n",
              "      <th>dent</th>\n",
              "      <th>dental</th>\n",
              "      <th>dentistry</th>\n",
              "      <th>dentists</th>\n",
              "      <th>denton</th>\n",
              "      <th>denver</th>\n",
              "      <th>deo</th>\n",
              "      <th>depaola</th>\n",
              "      <th>department</th>\n",
              "      <th>departments</th>\n",
              "      <th>dependency</th>\n",
              "      <th>dependent</th>\n",
              "      <th>depressed</th>\n",
              "      <th>depression</th>\n",
              "      <th>depressions</th>\n",
              "      <th>depressive</th>\n",
              "      <th>deprivation</th>\n",
              "      <th>dept</th>\n",
              "      <th>der</th>\n",
              "      <th>derbies</th>\n",
              "      <th>derbyshire</th>\n",
              "      <th>derek</th>\n",
              "      <th>derivative</th>\n",
              "      <th>dermatologists</th>\n",
              "      <th>dermot</th>\n",
              "      <th>derry</th>\n",
              "      <th>dervla</th>\n",
              "      <th>des</th>\n",
              "      <th>desalvo</th>\n",
              "      <th>descartes</th>\n",
              "      <th>descent</th>\n",
              "      <th>description</th>\n",
              "      <th>descriptions</th>\n",
              "      <th>desdemona</th>\n",
              "      <th>desensitization</th>\n",
              "      <th>desert</th>\n",
              "      <th>desertion</th>\n",
              "      <th>deserts</th>\n",
              "      <th>desiderius</th>\n",
              "      <th>design</th>\n",
              "      <th>designate</th>\n",
              "      <th>designed</th>\n",
              "      <th>designer</th>\n",
              "      <th>designers</th>\n",
              "      <th>designs</th>\n",
              "      <th>desire</th>\n",
              "      <th>desiree</th>\n",
              "      <th>desktop</th>\n",
              "      <th>desmond</th>\n",
              "      <th>despotism</th>\n",
              "      <th>desserts</th>\n",
              "      <th>destruction</th>\n",
              "      <th>destructive</th>\n",
              "      <th>destry</th>\n",
              "      <th>details</th>\n",
              "      <th>detective</th>\n",
              "      <th>detectives</th>\n",
              "      <th>detention</th>\n",
              "      <th>determination</th>\n",
              "      <th>determinative</th>\n",
              "      <th>determinism</th>\n",
              "      <th>detoxification</th>\n",
              "      <th>detroit</th>\n",
              "      <th>deum</th>\n",
              "      <th>deuterium</th>\n",
              "      <th>deutsche</th>\n",
              "      <th>deux</th>\n",
              "      <th>developed</th>\n",
              "      <th>developers</th>\n",
              "      <th>developing</th>\n",
              "      <th>development</th>\n",
              "      <th>developmental</th>\n",
              "      <th>developmentally</th>\n",
              "      <th>deviant</th>\n",
              "      <th>deviations</th>\n",
              "      <th>devices</th>\n",
              "      <th>devil</th>\n",
              "      <th>devlin</th>\n",
              "      <th>devocionarios</th>\n",
              "      <th>devon</th>\n",
              "      <th>devonshire</th>\n",
              "      <th>devotional</th>\n",
              "      <th>devotions</th>\n",
              "      <th>devotos</th>\n",
              "      <th>dew</th>\n",
              "      <th>dhammapada</th>\n",
              "      <th>dhtml</th>\n",
              "      <th>di</th>\n",
              "      <th>diabetes</th>\n",
              "      <th>diabetic</th>\n",
              "      <th>diaghilev</th>\n",
              "      <th>diagnosis</th>\n",
              "      <th>diagnostic</th>\n",
              "      <th>diagrams</th>\n",
              "      <th>dialects</th>\n",
              "      <th>diamond</th>\n",
              "      <th>diamonds</th>\n",
              "      <th>diana</th>\n",
              "      <th>diane</th>\n",
              "      <th>diaries</th>\n",
              "      <th>diary</th>\n",
              "      <th>diaspora</th>\n",
              "      <th>dick</th>\n",
              "      <th>dickens</th>\n",
              "      <th>dickinson</th>\n",
              "      <th>dictatorship</th>\n",
              "      <th>dictionaries</th>\n",
              "      <th>didactic</th>\n",
              "      <th>diderot</th>\n",
              "      <th>didion</th>\n",
              "      <th>didius</th>\n",
              "      <th>didjeridu</th>\n",
              "      <th>die</th>\n",
              "      <th>diebenkorn</th>\n",
              "      <th>diego</th>\n",
              "      <th>diet</th>\n",
              "      <th>dietary</th>\n",
              "      <th>dieter</th>\n",
              "      <th>dieters</th>\n",
              "      <th>dieting</th>\n",
              "      <th>dietrich</th>\n",
              "      <th>diets</th>\n",
              "      <th>difference</th>\n",
              "      <th>differences</th>\n",
              "      <th>diffusion</th>\n",
              "      <th>digestion</th>\n",
              "      <th>digestive</th>\n",
              "      <th>digests</th>\n",
              "      <th>digital</th>\n",
              "      <th>digriz</th>\n",
              "      <th>dijon</th>\n",
              "      <th>dillard</th>\n",
              "      <th>diller</th>\n",
              "      <th>dillon</th>\n",
              "      <th>dim</th>\n",
              "      <th>dimensional</th>\n",
              "      <th>dimethyl</th>\n",
              "      <th>dimity</th>\n",
              "      <th>din</th>\n",
              "      <th>dinah</th>\n",
              "      <th>diners</th>\n",
              "      <th>dinesen</th>\n",
              "      <th>dining</th>\n",
              "      <th>dinners</th>\n",
              "      <th>dinosaurs</th>\n",
              "      <th>dior</th>\n",
              "      <th>diphtheria</th>\n",
              "      <th>diploma</th>\n",
              "      <th>diplomatic</th>\n",
              "      <th>diplomats</th>\n",
              "      <th>direct</th>\n",
              "      <th>directed</th>\n",
              "      <th>direction</th>\n",
              "      <th>directories</th>\n",
              "      <th>directors</th>\n",
              "      <th>directory</th>\n",
              "      <th>dirk</th>\n",
              "      <th>disabilities</th>\n",
              "      <th>disability</th>\n",
              "      <th>disabled</th>\n",
              "      <th>disappeared</th>\n",
              "      <th>disaster</th>\n",
              "      <th>disasters</th>\n",
              "      <th>disc</th>\n",
              "      <th>discarded</th>\n",
              "      <th>discipline</th>\n",
              "      <th>disclosure</th>\n",
              "      <th>disco</th>\n",
              "      <th>discography</th>\n",
              "      <th>discount</th>\n",
              "      <th>discourse</th>\n",
              "      <th>discoveries</th>\n",
              "      <th>discovery</th>\n",
              "      <th>discrimination</th>\n",
              "      <th>discs</th>\n",
              "      <th>discussion</th>\n",
              "      <th>discworld</th>\n",
              "      <th>disease</th>\n",
              "      <th>diseases</th>\n",
              "      <th>disfigured</th>\n",
              "      <th>disguise</th>\n",
              "      <th>dish</th>\n",
              "      <th>dishes</th>\n",
              "      <th>dismas</th>\n",
              "      <th>dismissal</th>\n",
              "      <th>disney</th>\n",
              "      <th>disneyland</th>\n",
              "      <th>disorder</th>\n",
              "      <th>disordered</th>\n",
              "      <th>disorders</th>\n",
              "      <th>dispersal</th>\n",
              "      <th>display</th>\n",
              "      <th>disposal</th>\n",
              "      <th>dispute</th>\n",
              "      <th>disputes</th>\n",
              "      <th>dissection</th>\n",
              "      <th>dissenters</th>\n",
              "      <th>dissociative</th>\n",
              "      <th>distance</th>\n",
              "      <th>distilling</th>\n",
              "      <th>distress</th>\n",
              "      <th>distribution</th>\n",
              "      <th>distributive</th>\n",
              "      <th>district</th>\n",
              "      <th>districts</th>\n",
              "      <th>divers</th>\n",
              "      <th>diversity</th>\n",
              "      <th>divina</th>\n",
              "      <th>divination</th>\n",
              "      <th>divine</th>\n",
              "      <th>diving</th>\n",
              "      <th>division</th>\n",
              "      <th>divoire</th>\n",
              "      <th>divola</th>\n",
              "      <th>divorce</th>\n",
              "      <th>divorced</th>\n",
              "      <th>dixieland</th>\n",
              "      <th>dixon</th>\n",
              "      <th>dixter</th>\n",
              "      <th>dizzy</th>\n",
              "      <th>djibouti</th>\n",
              "      <th>dna</th>\n",
              "      <th>doberman</th>\n",
              "      <th>doc</th>\n",
              "      <th>doctor</th>\n",
              "      <th>doctrinal</th>\n",
              "      <th>doctrines</th>\n",
              "      <th>document</th>\n",
              "      <th>documentary</th>\n",
              "      <th>documentation</th>\n",
              "      <th>documents</th>\n",
              "      <th>dodds</th>\n",
              "      <th>dodge</th>\n",
              "      <th>dodgers</th>\n",
              "      <th>dodie</th>\n",
              "      <th>doel</th>\n",
              "      <th>dog</th>\n",
              "      <th>dogs</th>\n",
              "      <th>doll</th>\n",
              "      <th>dolley</th>\n",
              "      <th>dollhouses</th>\n",
              "      <th>dollmakers</th>\n",
              "      <th>dollmaking</th>\n",
              "      <th>dolls</th>\n",
              "      <th>dolorosa</th>\n",
              "      <th>dolpa</th>\n",
              "      <th>dolphins</th>\n",
              "      <th>dom</th>\n",
              "      <th>domain</th>\n",
              "      <th>domes</th>\n",
              "      <th>domestic</th>\n",
              "      <th>domestication</th>\n",
              "      <th>domestics</th>\n",
              "      <th>dominance</th>\n",
              "      <th>dominaria</th>\n",
              "      <th>dominican</th>\n",
              "      <th>dominion</th>\n",
              "      <th>domino</th>\n",
              "      <th>donahue</th>\n",
              "      <th>donald</th>\n",
              "      <th>donation</th>\n",
              "      <th>donkeys</th>\n",
              "      <th>donna</th>\n",
              "      <th>donne</th>\n",
              "      <th>donner</th>\n",
              "      <th>donofrio</th>\n",
              "      <th>donors</th>\n",
              "      <th>donovan</th>\n",
              "      <th>dont</th>\n",
              "      <th>doo</th>\n",
              "      <th>doone</th>\n",
              "      <th>door</th>\n",
              "      <th>doors</th>\n",
              "      <th>dopa</th>\n",
              "      <th>doping</th>\n",
              "      <th>dora</th>\n",
              "      <th>dorado</th>\n",
              "      <th>dordogne</th>\n",
              "      <th>doria</th>\n",
              "      <th>dories</th>\n",
              "      <th>dorothea</th>\n",
              "      <th>dorothy</th>\n",
              "      <th>dorrie</th>\n",
              "      <th>dorsai</th>\n",
              "      <th>dorset</th>\n",
              "      <th>dorsey</th>\n",
              "      <th>dortmunder</th>\n",
              "      <th>dos</th>\n",
              "      <th>dostoyevsky</th>\n",
              "      <th>doty</th>\n",
              "      <th>douard</th>\n",
              "      <th>double</th>\n",
              "      <th>doubt</th>\n",
              "      <th>doug</th>\n",
              "      <th>dough</th>\n",
              "      <th>douglas</th>\n",
              "      <th>douglass</th>\n",
              "      <th>doulas</th>\n",
              "      <th>dover</th>\n",
              "      <th>dovlatov</th>\n",
              "      <th>dowager</th>\n",
              "      <th>dowd</th>\n",
              "      <th>dowling</th>\n",
              "      <th>downs</th>\n",
              "      <th>downsizing</th>\n",
              "      <th>downstairs</th>\n",
              "      <th>dowrick</th>\n",
              "      <th>dowsing</th>\n",
              "      <th>doyle</th>\n",
              "      <th>dr</th>\n",
              "      <th>dracula</th>\n",
              "      <th>draft</th>\n",
              "      <th>drafting</th>\n",
              "      <th>drag</th>\n",
              "      <th>dragging</th>\n",
              "      <th>dragons</th>\n",
              "      <th>dragonsvjuvenile</th>\n",
              "      <th>drake</th>\n",
              "      <th>drama</th>\n",
              "      <th>dramatic</th>\n",
              "      <th>dramatists</th>\n",
              "      <th>draper</th>\n",
              "      <th>draperies</th>\n",
              "      <th>drapery</th>\n",
              "      <th>drawing</th>\n",
              "      <th>drawings</th>\n",
              "      <th>drawn</th>\n",
              "      <th>dream</th>\n",
              "      <th>dreamer</th>\n",
              "      <th>dreams</th>\n",
              "      <th>dreamweaver</th>\n",
              "      <th>dred</th>\n",
              "      <th>drenai</th>\n",
              "      <th>dresden</th>\n",
              "      <th>dress</th>\n",
              "      <th>dressage</th>\n",
              "      <th>dressmaking</th>\n",
              "      <th>drew</th>\n",
              "      <th>drexler</th>\n",
              "      <th>dried</th>\n",
              "      <th>drifters</th>\n",
              "      <th>drilling</th>\n",
              "      <th>drills</th>\n",
              "      <th>drinking</th>\n",
              "      <th>drinkwater</th>\n",
              "      <th>drive</th>\n",
              "      <th>driver</th>\n",
              "      <th>drivers</th>\n",
              "      <th>drives</th>\n",
              "      <th>driving</th>\n",
              "      <th>drone</th>\n",
              "      <th>drooker</th>\n",
              "      <th>droon</th>\n",
              "      <th>dropouts</th>\n",
              "      <th>drosnin</th>\n",
              "      <th>drought</th>\n",
              "      <th>drowning</th>\n",
              "      <th>drug</th>\n",
              "      <th>drugs</th>\n",
              "      <th>drugstores</th>\n",
              "      <th>druidism</th>\n",
              "      <th>druids</th>\n",
              "      <th>drum</th>\n",
              "      <th>drummers</th>\n",
              "      <th>drunk</th>\n",
              "      <th>dry</th>\n",
              "      <th>dryden</th>\n",
              "      <th>dryers</th>\n",
              "      <th>du</th>\n",
              "      <th>dual</th>\n",
              "      <th>duane</th>\n",
              "      <th>dublin</th>\n",
              "      <th>dubuffet</th>\n",
              "      <th>dubus</th>\n",
              "      <th>duc</th>\n",
              "      <th>duchenne</th>\n",
              "      <th>duchess</th>\n",
              "      <th>duck</th>\n",
              "      <th>ducklings</th>\n",
              "      <th>ducks</th>\n",
              "      <th>duct</th>\n",
              "      <th>dude</th>\n",
              "      <th>dudley</th>\n",
              "      <th>dueling</th>\n",
              "      <th>duero</th>\n",
              "      <th>duets</th>\n",
              "      <th>dugan</th>\n",
              "      <th>duke</th>\n",
              "      <th>dumas</th>\n",
              "      <th>dump</th>\n",
              "      <th>dumplings</th>\n",
              "      <th>duncan</th>\n",
              "      <th>dune</th>\n",
              "      <th>dungeons</th>\n",
              "      <th>durango</th>\n",
              "      <th>dutch</th>\n",
              "      <th>duval</th>\n",
              "      <th>duvall</th>\n",
              "      <th>duwamish</th>\n",
              "      <th>dvd</th>\n",
              "      <th>dvds</th>\n",
              "      <th>dwarf</th>\n",
              "      <th>dwarfism</th>\n",
              "      <th>dwarfs</th>\n",
              "      <th>dwellers</th>\n",
              "      <th>dwellings</th>\n",
              "      <th>dwight</th>\n",
              "      <th>dworkin</th>\n",
              "      <th>dye</th>\n",
              "      <th>dyeing</th>\n",
              "      <th>dyer</th>\n",
              "      <th>dyes</th>\n",
              "      <th>dyke</th>\n",
              "      <th>dylan</th>\n",
              "      <th>dynamics</th>\n",
              "      <th>dynasties</th>\n",
              "      <th>dynasty</th>\n",
              "      <th>dysfunction</th>\n",
              "      <th>dysfunctional</th>\n",
              "      <th>dyslexia</th>\n",
              "      <th>dyslexic</th>\n",
              "      <th>dystopias</th>\n",
              "      <th>dystrophy</th>\n",
              "      <th>dzin</th>\n",
              "      <th>e</th>\n",
              "      <th>eagle</th>\n",
              "      <th>eagles</th>\n",
              "      <th>ear</th>\n",
              "      <th>earache</th>\n",
              "      <th>earhart</th>\n",
              "      <th>earl</th>\n",
              "      <th>earle</th>\n",
              "      <th>early</th>\n",
              "      <th>earnhardt</th>\n",
              "      <th>earp</th>\n",
              "      <th>earrings</th>\n",
              "      <th>earth</th>\n",
              "      <th>earthmoving</th>\n",
              "      <th>earthquake</th>\n",
              "      <th>earthquakes</th>\n",
              "      <th>earthworks</th>\n",
              "      <th>earthworm</th>\n",
              "      <th>earthworms</th>\n",
              "      <th>east</th>\n",
              "      <th>easter</th>\n",
              "      <th>eastern</th>\n",
              "      <th>eastman</th>\n",
              "      <th>eastport</th>\n",
              "      <th>easy</th>\n",
              "      <th>eating</th>\n",
              "      <th>eavesdropping</th>\n",
              "      <th>ebay</th>\n",
              "      <th>ebola</th>\n",
              "      <th>eccellenti</th>\n",
              "      <th>eccentricities</th>\n",
              "      <th>eccentrics</th>\n",
              "      <th>ecclesiae</th>\n",
              "      <th>ecclesiastes</th>\n",
              "      <th>ecclesiastical</th>\n",
              "      <th>eclecticism</th>\n",
              "      <th>eclipses</th>\n",
              "      <th>ecological</th>\n",
              "      <th>ecologists</th>\n",
              "      <th>ecology</th>\n",
              "      <th>econometrics</th>\n",
              "      <th>economic</th>\n",
              "      <th>economicas</th>\n",
              "      <th>economics</th>\n",
              "      <th>economists</th>\n",
              "      <th>ecosystem</th>\n",
              "      <th>ecoterrorism</th>\n",
              "      <th>ecstasy</th>\n",
              "      <th>ecuador</th>\n",
              "      <th>ed</th>\n",
              "      <th>edelman</th>\n",
              "      <th>edgar</th>\n",
              "      <th>edible</th>\n",
              "      <th>edinburgh</th>\n",
              "      <th>edison</th>\n",
              "      <th>edith</th>\n",
              "      <th>editing</th>\n",
              "      <th>editions</th>\n",
              "      <th>editors</th>\n",
              "      <th>edmund</th>\n",
              "      <th>edna</th>\n",
              "      <th>edo</th>\n",
              "      <th>edralin</th>\n",
              "      <th>education</th>\n",
              "      <th>educational</th>\n",
              "      <th>educators</th>\n",
              "      <th>edward</th>\n",
              "      <th>edwards</th>\n",
              "      <th>effect</th>\n",
              "      <th>effectiveness</th>\n",
              "      <th>effects</th>\n",
              "      <th>efficacy</th>\n",
              "      <th>efimovich</th>\n",
              "      <th>efraim</th>\n",
              "      <th>efron</th>\n",
              "      <th>egg</th>\n",
              "      <th>eggers</th>\n",
              "      <th>eggs</th>\n",
              "      <th>eglin</th>\n",
              "      <th>egoism</th>\n",
              "      <th>egypt</th>\n",
              "      <th>egyptian</th>\n",
              "      <th>egyptians</th>\n",
              "      <th>egyptologists</th>\n",
              "      <th>egytian</th>\n",
              "      <th>ehrlich</th>\n",
              "      <th>eiffel</th>\n",
              "      <th>eighteenth</th>\n",
              "      <th>eighth</th>\n",
              "      <th>eighty</th>\n",
              "      <th>einstein</th>\n",
              "      <th>eisenhower</th>\n",
              "      <th>eisenstein</th>\n",
              "      <th>eisner</th>\n",
              "      <th>ekai</th>\n",
              "      <th>ekel</th>\n",
              "      <th>el</th>\n",
              "      <th>elaine</th>\n",
              "      <th>eldearth</th>\n",
              "      <th>elder</th>\n",
              "      <th>elderhostels</th>\n",
              "      <th>eldon</th>\n",
              "      <th>eldred</th>\n",
              "      <th>eldridge</th>\n",
              "      <th>eleadfast</th>\n",
              "      <th>eleanor</th>\n",
              "      <th>election</th>\n",
              "      <th>elections</th>\n",
              "      <th>elective</th>\n",
              "      <th>electric</th>\n",
              "      <th>electrical</th>\n",
              "      <th>electricity</th>\n",
              "      <th>electrification</th>\n",
              "      <th>electrochemistry</th>\n",
              "      <th>electrodes</th>\n",
              "      <th>electromagnetism</th>\n",
              "      <th>electronic</th>\n",
              "      <th>electronics</th>\n",
              "      <th>elegiac</th>\n",
              "      <th>elementary</th>\n",
              "      <th>elements</th>\n",
              "      <th>elephant</th>\n",
              "      <th>elephants</th>\n",
              "      <th>elevated</th>\n",
              "      <th>elgar</th>\n",
              "      <th>eli</th>\n",
              "      <th>elias</th>\n",
              "      <th>elie</th>\n",
              "      <th>elijah</th>\n",
              "      <th>eliminative</th>\n",
              "      <th>eliot</th>\n",
              "      <th>elisa</th>\n",
              "      <th>elite</th>\n",
              "      <th>eliyahu</th>\n",
              "      <th>elizabeth</th>\n",
              "      <th>elizabethan</th>\n",
              "      <th>elk</th>\n",
              "      <th>elkins</th>\n",
              "      <th>ella</th>\n",
              "      <th>ellen</th>\n",
              "      <th>ellie</th>\n",
              "      <th>ellington</th>\n",
              "      <th>elliot</th>\n",
              "      <th>elliott</th>\n",
              "      <th>ellis</th>\n",
              "      <th>ellison</th>\n",
              "      <th>ellora</th>\n",
              "      <th>ellsberg</th>\n",
              "      <th>elmer</th>\n",
              "      <th>elmo</th>\n",
              "      <th>eloise</th>\n",
              "      <th>elves</th>\n",
              "      <th>elvira</th>\n",
              "      <th>elvis</th>\n",
              "      <th>elwha</th>\n",
              "      <th>em</th>\n",
              "      <th>email</th>\n",
              "      <th>eman</th>\n",
              "      <th>emancipation</th>\n",
              "      <th>emanuel</th>\n",
              "      <th>embalming</th>\n",
              "      <th>embargo</th>\n",
              "      <th>embarrassment</th>\n",
              "      <th>embassy</th>\n",
              "      <th>embezzlement</th>\n",
              "      <th>emblems</th>\n",
              "      <th>embroidery</th>\n",
              "      <th>embryology</th>\n",
              "      <th>emergencies</th>\n",
              "      <th>emergency</th>\n",
              "      <th>emerson</th>\n",
              "      <th>emi</th>\n",
              "      <th>emigration</th>\n",
              "      <th>emil</th>\n",
              "      <th>emile</th>\n",
              "      <th>emilia</th>\n",
              "      <th>emiliano</th>\n",
              "      <th>emilio</th>\n",
              "      <th>emily</th>\n",
              "      <th>emirates</th>\n",
              "      <th>emma</th>\n",
              "      <th>emmanuel</th>\n",
              "      <th>emmett</th>\n",
              "      <th>emmy</th>\n",
              "      <th>emo</th>\n",
              "      <th>emory</th>\n",
              "      <th>emotional</th>\n",
              "      <th>emotions</th>\n",
              "      <th>emperor</th>\n",
              "      <th>emperors</th>\n",
              "      <th>empire</th>\n",
              "      <th>empiricism</th>\n",
              "      <th>employed</th>\n",
              "      <th>employee</th>\n",
              "      <th>employees</th>\n",
              "      <th>employment</th>\n",
              "      <th>empress</th>\n",
              "      <th>empresses</th>\n",
              "      <th>en</th>\n",
              "      <th>enamel</th>\n",
              "      <th>enameling</th>\n",
              "      <th>encaustic</th>\n",
              "      <th>encephalitis</th>\n",
              "      <th>encephalopathy</th>\n",
              "      <th>encounters</th>\n",
              "      <th>encyclopaedia</th>\n",
              "      <th>encyclopedia</th>\n",
              "      <th>encyclopedias</th>\n",
              "      <th>end</th>\n",
              "      <th>endangered</th>\n",
              "      <th>endeavour</th>\n",
              "      <th>ender</th>\n",
              "      <th>endo</th>\n",
              "      <th>endocrine</th>\n",
              "      <th>endocrinology</th>\n",
              "      <th>endowments</th>\n",
              "      <th>endurance</th>\n",
              "      <th>enduring</th>\n",
              "      <th>enemies</th>\n",
              "      <th>energy</th>\n",
              "      <th>enfield</th>\n",
              "      <th>enforcement</th>\n",
              "      <th>eng</th>\n",
              "      <th>engine</th>\n",
              "      <th>engineering</th>\n",
              "      <th>engineers</th>\n",
              "      <th>engines</th>\n",
              "      <th>england</th>\n",
              "      <th>english</th>\n",
              "      <th>englund</th>\n",
              "      <th>engravers</th>\n",
              "      <th>engraving</th>\n",
              "      <th>engstrand</th>\n",
              "      <th>enguerrand</th>\n",
              "      <th>enlai</th>\n",
              "      <th>enlightenment</th>\n",
              "      <th>enneagram</th>\n",
              "      <th>eno</th>\n",
              "      <th>enola</th>\n",
              "      <th>enrichment</th>\n",
              "      <th>enrico</th>\n",
              "      <th>enron</th>\n",
              "      <th>ense</th>\n",
              "      <th>ensemble</th>\n",
              "      <th>ensembles</th>\n",
              "      <th>enterprise</th>\n",
              "      <th>enterprises</th>\n",
              "      <th>entertainers</th>\n",
              "      <th>entertaining</th>\n",
              "      <th>entertainment</th>\n",
              "      <th>enthusiasm</th>\n",
              "      <th>entomologists</th>\n",
              "      <th>entomology</th>\n",
              "      <th>entrance</th>\n",
              "      <th>entrepreneurship</th>\n",
              "      <th>envelopes</th>\n",
              "      <th>environment</th>\n",
              "      <th>environmental</th>\n",
              "      <th>environmentalism</th>\n",
              "      <th>environmentalists</th>\n",
              "      <th>environmentally</th>\n",
              "      <th>environments</th>\n",
              "      <th>epcot</th>\n",
              "      <th>ephemera</th>\n",
              "      <th>ephesus</th>\n",
              "      <th>epic</th>\n",
              "      <th>epidemic</th>\n",
              "      <th>epidemics</th>\n",
              "      <th>epidemiology</th>\n",
              "      <th>epigrams</th>\n",
              "      <th>epilepsy</th>\n",
              "      <th>epileptics</th>\n",
              "      <th>epimaco</th>\n",
              "      <th>episcopal</th>\n",
              "      <th>episcopalians</th>\n",
              "      <th>epistles</th>\n",
              "      <th>epistolary</th>\n",
              "      <th>epoch</th>\n",
              "      <th>epstein</th>\n",
              "      <th>equality</th>\n",
              "      <th>equalization</th>\n",
              "      <th>equatorial</th>\n",
              "      <th>equilibrium</th>\n",
              "      <th>equipment</th>\n",
              "      <th>equivalency</th>\n",
              "      <th>erasmus</th>\n",
              "      <th>erche</th>\n",
              "      <th>erdman</th>\n",
              "      <th>erdrich</th>\n",
              "      <th>eric</th>\n",
              "      <th>erich</th>\n",
              "      <th>erie</th>\n",
              "      <th>erika</th>\n",
              "      <th>erin</th>\n",
              "      <th>eritrea</th>\n",
              "      <th>ermachild</th>\n",
              "      <th>ermitazh</th>\n",
              "      <th>ernest</th>\n",
              "      <th>ernesto</th>\n",
              "      <th>ernie</th>\n",
              "      <th>ernst</th>\n",
              "      <th>erotic</th>\n",
              "      <th>erotica</th>\n",
              "      <th>errol</th>\n",
              "      <th>error</th>\n",
              "      <th>errors</th>\n",
              "      <th>eruption</th>\n",
              "      <th>ervin</th>\n",
              "      <th>erwin</th>\n",
              "      <th>es</th>\n",
              "      <th>escalante</th>\n",
              "      <th>escape</th>\n",
              "      <th>escapes</th>\n",
              "      <th>eschatology</th>\n",
              "      <th>escher</th>\n",
              "      <th>escobar</th>\n",
              "      <th>escort</th>\n",
              "      <th>eskimo</th>\n",
              "      <th>eskimos</th>\n",
              "      <th>esmeralda</th>\n",
              "      <th>espa</th>\n",
              "      <th>espanoles</th>\n",
              "      <th>esperanto</th>\n",
              "      <th>esperanza</th>\n",
              "      <th>espinosa</th>\n",
              "      <th>espionage</th>\n",
              "      <th>espresso</th>\n",
              "      <th>esquibel</th>\n",
              "      <th>essays</th>\n",
              "      <th>essence</th>\n",
              "      <th>essences</th>\n",
              "      <th>essential</th>\n",
              "      <th>essex</th>\n",
              "      <th>establishments</th>\n",
              "      <th>estado</th>\n",
              "      <th>estate</th>\n",
              "      <th>estates</th>\n",
              "      <th>esteem</th>\n",
              "      <th>esther</th>\n",
              "      <th>estimates</th>\n",
              "      <th>estimation</th>\n",
              "      <th>estuaries</th>\n",
              "      <th>estuarine</th>\n",
              "      <th>eszterhas</th>\n",
              "      <th>et</th>\n",
              "      <th>etc</th>\n",
              "      <th>eternity</th>\n",
              "      <th>ethel</th>\n",
              "      <th>ethic</th>\n",
              "      <th>ethical</th>\n",
              "      <th>ethics</th>\n",
              "      <th>ethiopia</th>\n",
              "      <th>ethiopian</th>\n",
              "      <th>ethiopians</th>\n",
              "      <th>ethnic</th>\n",
              "      <th>ethnical</th>\n",
              "      <th>ethnicity</th>\n",
              "      <th>ethnobotany</th>\n",
              "      <th>ethnological</th>\n",
              "      <th>ethnology</th>\n",
              "      <th>ethnophilosophy</th>\n",
              "      <th>ethnopsychology</th>\n",
              "      <th>ethologists</th>\n",
              "      <th>etienne</th>\n",
              "      <th>etiology</th>\n",
              "      <th>etiquette</th>\n",
              "      <th>etna</th>\n",
              "      <th>etrade</th>\n",
              "      <th>etruria</th>\n",
              "      <th>etruscan</th>\n",
              "      <th>etymology</th>\n",
              "      <th>eudora</th>\n",
              "      <th>eug</th>\n",
              "      <th>eugen</th>\n",
              "      <th>eugene</th>\n",
              "      <th>eulogies</th>\n",
              "      <th>euphrates</th>\n",
              "      <th>eurasians</th>\n",
              "      <th>euripides</th>\n",
              "      <th>europe</th>\n",
              "      <th>european</th>\n",
              "      <th>europeans</th>\n",
              "      <th>euthanasia</th>\n",
              "      <th>eva</th>\n",
              "      <th>evacuation</th>\n",
              "      <th>evaluation</th>\n",
              "      <th>evan</th>\n",
              "      <th>evangelicalism</th>\n",
              "      <th>evangelistic</th>\n",
              "      <th>evangelists</th>\n",
              "      <th>evans</th>\n",
              "      <th>evaporation</th>\n",
              "      <th>evariste</th>\n",
              "      <th>eve</th>\n",
              "      <th>eveleigh</th>\n",
              "      <th>evelyn</th>\n",
              "      <th>evening</th>\n",
              "      <th>events</th>\n",
              "      <th>everard</th>\n",
              "      <th>everest</th>\n",
              "      <th>everett</th>\n",
              "      <th>everglades</th>\n",
              "      <th>evergreen</th>\n",
              "      <th>eviction</th>\n",
              "      <th>evidence</th>\n",
              "      <th>evil</th>\n",
              "      <th>evolution</th>\n",
              "      <th>evolutionary</th>\n",
              "      <th>ewe</th>\n",
              "      <th>ewen</th>\n",
              "      <th>ewings</th>\n",
              "      <th>ex</th>\n",
              "      <th>examinataions</th>\n",
              "      <th>examination</th>\n",
              "      <th>examinations</th>\n",
              "      <th>examiners</th>\n",
              "      <th>example</th>\n",
              "      <th>excavating</th>\n",
              "      <th>excavations</th>\n",
              "      <th>excel</th>\n",
              "      <th>excelsis</th>\n",
              "      <th>exceptional</th>\n",
              "      <th>excerpts</th>\n",
              "      <th>exchange</th>\n",
              "      <th>exchanges</th>\n",
              "      <th>excise</th>\n",
              "      <th>excitement</th>\n",
              "      <th>excretion</th>\n",
              "      <th>excursions</th>\n",
              "      <th>excuses</th>\n",
              "      <th>executioners</th>\n",
              "      <th>executions</th>\n",
              "      <th>executive</th>\n",
              "      <th>executives</th>\n",
              "      <th>executors</th>\n",
              "      <th>exercise</th>\n",
              "      <th>exercises</th>\n",
              "      <th>exercising</th>\n",
              "      <th>exercitia</th>\n",
              "      <th>exhibit</th>\n",
              "      <th>exhibitions</th>\n",
              "      <th>exhibits</th>\n",
              "      <th>exhumation</th>\n",
              "      <th>exiles</th>\n",
              "      <th>existence</th>\n",
              "      <th>existentialism</th>\n",
              "      <th>exito</th>\n",
              "      <th>exodus</th>\n",
              "      <th>exorcism</th>\n",
              "      <th>exotic</th>\n",
              "      <th>exoticism</th>\n",
              "      <th>expanding</th>\n",
              "      <th>expansion</th>\n",
              "      <th>expatriate</th>\n",
              "      <th>expatriation</th>\n",
              "      <th>expedition</th>\n",
              "      <th>expeditionary</th>\n",
              "      <th>expeditions</th>\n",
              "      <th>expenditures</th>\n",
              "      <th>expenses</th>\n",
              "      <th>experience</th>\n",
              "      <th>experiences</th>\n",
              "      <th>experiment</th>\n",
              "      <th>experimental</th>\n",
              "      <th>experimentation</th>\n",
              "      <th>experiments</th>\n",
              "      <th>explication</th>\n",
              "      <th>exploitation</th>\n",
              "      <th>exploration</th>\n",
              "      <th>explorer</th>\n",
              "      <th>explorers</th>\n",
              "      <th>exploring</th>\n",
              "      <th>explosions</th>\n",
              "      <th>explosives</th>\n",
              "      <th>exponents</th>\n",
              "      <th>exporting</th>\n",
              "      <th>exports</th>\n",
              "      <th>exposition</th>\n",
              "      <th>express</th>\n",
              "      <th>expression</th>\n",
              "      <th>expressionism</th>\n",
              "      <th>ext</th>\n",
              "      <th>exterior</th>\n",
              "      <th>external</th>\n",
              "      <th>extinct</th>\n",
              "      <th>extinction</th>\n",
              "      <th>extortion</th>\n",
              "      <th>extranets</th>\n",
              "      <th>extraordinary</th>\n",
              "      <th>extrasensory</th>\n",
              "      <th>extraterrestrial</th>\n",
              "      <th>extreme</th>\n",
              "      <th>extremists</th>\n",
              "      <th>eye</th>\n",
              "      <th>eyebrows</th>\n",
              "      <th>eyeglasses</th>\n",
              "      <th>eyes</th>\n",
              "      <th>ez</th>\n",
              "      <th>ezekial</th>\n",
              "      <th>ezell</th>\n",
              "      <th>ezio</th>\n",
              "      <th>ezra</th>\n",
              "      <th>f</th>\n",
              "      <th>faber</th>\n",
              "      <th>fables</th>\n",
              "      <th>fabrics</th>\n",
              "      <th>face</th>\n",
              "      <th>facial</th>\n",
              "      <th>facilities</th>\n",
              "      <th>facility</th>\n",
              "      <th>facsimiles</th>\n",
              "      <th>factories</th>\n",
              "      <th>factors</th>\n",
              "      <th>faculty</th>\n",
              "      <th>fadlan</th>\n",
              "      <th>fados</th>\n",
              "      <th>fahey</th>\n",
              "      <th>fahrenheit</th>\n",
              "      <th>failure</th>\n",
              "      <th>failures</th>\n",
              "      <th>fair</th>\n",
              "      <th>fairacre</th>\n",
              "      <th>fairchild</th>\n",
              "      <th>fairies</th>\n",
              "      <th>fairmont</th>\n",
              "      <th>fairplay</th>\n",
              "      <th>fairs</th>\n",
              "      <th>fairy</th>\n",
              "      <th>faith</th>\n",
              "      <th>faithfull</th>\n",
              "      <th>faizabad</th>\n",
              "      <th>fakahatchee</th>\n",
              "      <th>falco</th>\n",
              "      <th>falcon</th>\n",
              "      <th>falconry</th>\n",
              "      <th>falcons</th>\n",
              "      <th>fall</th>\n",
              "      <th>fallacies</th>\n",
              "      <th>fallot</th>\n",
              "      <th>fallout</th>\n",
              "      <th>falls</th>\n",
              "      <th>false</th>\n",
              "      <th>falsehood</th>\n",
              "      <th>falstaff</th>\n",
              "      <th>falun</th>\n",
              "      <th>fame</th>\n",
              "      <th>familial</th>\n",
              "      <th>familiars</th>\n",
              "      <th>families</th>\n",
              "      <th>family</th>\n",
              "      <th>famine</th>\n",
              "      <th>famines</th>\n",
              "      <th>fanaticism</th>\n",
              "      <th>fancy</th>\n",
              "      <th>fanfares</th>\n",
              "      <th>fans</th>\n",
              "      <th>fant</th>\n",
              "      <th>fantasies</th>\n",
              "      <th>fantasmas</th>\n",
              "      <th>fantastic</th>\n",
              "      <th>fantasy</th>\n",
              "      <th>fante</th>\n",
              "      <th>fanzines</th>\n",
              "      <th>farah</th>\n",
              "      <th>farewell</th>\n",
              "      <th>farewells</th>\n",
              "      <th>farley</th>\n",
              "      <th>farm</th>\n",
              "      <th>farman</th>\n",
              "      <th>farmers</th>\n",
              "      <th>farming</th>\n",
              "      <th>farms</th>\n",
              "      <th>farrell</th>\n",
              "      <th>farren</th>\n",
              "      <th>farshad</th>\n",
              "      <th>faruk</th>\n",
              "      <th>fascism</th>\n",
              "      <th>fashion</th>\n",
              "      <th>faso</th>\n",
              "      <th>fassbinder</th>\n",
              "      <th>fast</th>\n",
              "      <th>fasting</th>\n",
              "      <th>fasts</th>\n",
              "      <th>fat</th>\n",
              "      <th>fatales</th>\n",
              "      <th>fatalism</th>\n",
              "      <th>fate</th>\n",
              "      <th>father</th>\n",
              "      <th>fatherhood</th>\n",
              "      <th>fathers</th>\n",
              "      <th>fatigue</th>\n",
              "      <th>fats</th>\n",
              "      <th>fatty</th>\n",
              "      <th>fauntleroy</th>\n",
              "      <th>faust</th>\n",
              "      <th>fauvism</th>\n",
              "      <th>favorites</th>\n",
              "      <th>favre</th>\n",
              "      <th>faye</th>\n",
              "      <th>fe</th>\n",
              "      <th>fear</th>\n",
              "      <th>feast</th>\n",
              "      <th>feasts</th>\n",
              "      <th>featherstonehaugh</th>\n",
              "      <th>feature</th>\n",
              "      <th>feces</th>\n",
              "      <th>federal</th>\n",
              "      <th>federated</th>\n",
              "      <th>federation</th>\n",
              "      <th>feedback</th>\n",
              "      <th>feeding</th>\n",
              "      <th>feeds</th>\n",
              "      <th>feihong</th>\n",
              "      <th>fela</th>\n",
              "      <th>felbrigg</th>\n",
              "      <th>felidae</th>\n",
              "      <th>felipe</th>\n",
              "      <th>felix</th>\n",
              "      <th>fell</th>\n",
              "      <th>fellowship</th>\n",
              "      <th>fellowships</th>\n",
              "      <th>felt</th>\n",
              "      <th>felting</th>\n",
              "      <th>felton</th>\n",
              "      <th>female</th>\n",
              "      <th>feminine</th>\n",
              "      <th>femininity</th>\n",
              "      <th>feminism</th>\n",
              "      <th>feminist</th>\n",
              "      <th>feminists</th>\n",
              "      <th>femme</th>\n",
              "      <th>femmes</th>\n",
              "      <th>fences</th>\n",
              "      <th>fencing</th>\n",
              "      <th>feng</th>\n",
              "      <th>fens</th>\n",
              "      <th>fenton</th>\n",
              "      <th>fenway</th>\n",
              "      <th>feral</th>\n",
              "      <th>ferdinand</th>\n",
              "      <th>fergus</th>\n",
              "      <th>ferguson</th>\n",
              "      <th>fergusson</th>\n",
              "      <th>fern</th>\n",
              "      <th>fernald</th>\n",
              "      <th>fernanda</th>\n",
              "      <th>fernandez</th>\n",
              "      <th>ferns</th>\n",
              "      <th>ferrand</th>\n",
              "      <th>ferrara</th>\n",
              "      <th>ferret</th>\n",
              "      <th>ferries</th>\n",
              "      <th>ferry</th>\n",
              "      <th>fertility</th>\n",
              "      <th>fertilization</th>\n",
              "      <th>fertilizer</th>\n",
              "      <th>festival</th>\n",
              "      <th>festivals</th>\n",
              "      <th>fetal</th>\n",
              "      <th>fetishism</th>\n",
              "      <th>fett</th>\n",
              "      <th>fetus</th>\n",
              "      <th>fetzer</th>\n",
              "      <th>feudalism</th>\n",
              "      <th>fever</th>\n",
              "      <th>fey</th>\n",
              "      <th>feynman</th>\n",
              "      <th>fiber</th>\n",
              "      <th>fibers</th>\n",
              "      <th>fiberwork</th>\n",
              "      <th>fibonacci</th>\n",
              "      <th>fibroids</th>\n",
              "      <th>fibromyalgia</th>\n",
              "      <th>fiction</th>\n",
              "      <th>fictional</th>\n",
              "      <th>fictitious</th>\n",
              "      <th>fiddle</th>\n",
              "      <th>fiddlers</th>\n",
              "      <th>fiddling</th>\n",
              "      <th>fidel</th>\n",
              "      <th>fidelma</th>\n",
              "      <th>field</th>\n",
              "      <th>fielding</th>\n",
              "      <th>fields</th>\n",
              "      <th>fieldwork</th>\n",
              "      <th>fievel</th>\n",
              "      <th>fighter</th>\n",
              "      <th>fighters</th>\n",
              "      <th>fighting</th>\n",
              "      <th>figure</th>\n",
              "      <th>figures</th>\n",
              "      <th>filastiniyah</th>\n",
              "      <th>file</th>\n",
              "      <th>filipino</th>\n",
              "      <th>filipinos</th>\n",
              "      <th>filippo</th>\n",
              "      <th>film</th>\n",
              "      <th>filmmakers</th>\n",
              "      <th>films</th>\n",
              "      <th>filmstrips</th>\n",
              "      <th>filomena</th>\n",
              "      <th>fin</th>\n",
              "      <th>finance</th>\n",
              "      <th>financial</th>\n",
              "      <th>financiers</th>\n",
              "      <th>finding</th>\n",
              "      <th>finger</th>\n",
              "      <th>fingerprinting</th>\n",
              "      <th>fingerprints</th>\n",
              "      <th>fingers</th>\n",
              "      <th>finish</th>\n",
              "      <th>finishes</th>\n",
              "      <th>finishing</th>\n",
              "      <th>finland</th>\n",
              "      <th>finlay</th>\n",
              "      <th>finn</th>\n",
              "      <th>finnish</th>\n",
              "      <th>fiore</th>\n",
              "      <th>fir</th>\n",
              "      <th>firdowsi</th>\n",
              "      <th>fire</th>\n",
              "      <th>firearms</th>\n",
              "      <th>firecrackers</th>\n",
              "      <th>fireflies</th>\n",
              "      <th>firekeeper</th>\n",
              "      <th>fires</th>\n",
              "      <th>fireworks</th>\n",
              "      <th>firm</th>\n",
              "      <th>firms</th>\n",
              "      <th>firoozeh</th>\n",
              "      <th>first</th>\n",
              "      <th>fiscal</th>\n",
              "      <th>fischer</th>\n",
              "      <th>fish</th>\n",
              "      <th>fisher</th>\n",
              "      <th>fisheries</th>\n",
              "      <th>fishers</th>\n",
              "      <th>fishery</th>\n",
              "      <th>fishes</th>\n",
              "      <th>fishing</th>\n",
              "      <th>fitch</th>\n",
              "      <th>fitness</th>\n",
              "      <th>fitzgerald</th>\n",
              "      <th>fitzwilliam</th>\n",
              "      <th>five</th>\n",
              "      <th>fixing</th>\n",
              "      <th>fl</th>\n",
              "      <th>fla</th>\n",
              "      <th>flags</th>\n",
              "      <th>flagstad</th>\n",
              "      <th>flaherty</th>\n",
              "      <th>flake</th>\n",
              "      <th>flamenco</th>\n",
              "      <th>flames</th>\n",
              "      <th>flanders</th>\n",
              "      <th>flannery</th>\n",
              "      <th>flannigan</th>\n",
              "      <th>flash</th>\n",
              "      <th>flashman</th>\n",
              "      <th>flathead</th>\n",
              "      <th>flatters</th>\n",
              "      <th>flatulence</th>\n",
              "      <th>flaubert</th>\n",
              "      <th>flavor</th>\n",
              "      <th>flavoring</th>\n",
              "      <th>flea</th>\n",
              "      <th>fleas</th>\n",
              "      <th>fleet</th>\n",
              "      <th>fleischer</th>\n",
              "      <th>fleming</th>\n",
              "      <th>flemish</th>\n",
              "      <th>fletcher</th>\n",
              "      <th>fleury</th>\n",
              "      <th>fliers</th>\n",
              "      <th>flies</th>\n",
              "      <th>flight</th>\n",
              "      <th>flights</th>\n",
              "      <th>flint</th>\n",
              "      <th>flintstones</th>\n",
              "      <th>flipper</th>\n",
              "      <th>flirting</th>\n",
              "      <th>floating</th>\n",
              "      <th>floods</th>\n",
              "      <th>floor</th>\n",
              "      <th>flooring</th>\n",
              "      <th>floors</th>\n",
              "      <th>flora</th>\n",
              "      <th>florada</th>\n",
              "      <th>floral</th>\n",
              "      <th>florence</th>\n",
              "      <th>floriculturists</th>\n",
              "      <th>florida</th>\n",
              "      <th>flow</th>\n",
              "      <th>flower</th>\n",
              "      <th>flowering</th>\n",
              "      <th>flowers</th>\n",
              "      <th>flows</th>\n",
              "      <th>floyd</th>\n",
              "      <th>fluid</th>\n",
              "      <th>fluids</th>\n",
              "      <th>fluoxetine</th>\n",
              "      <th>flute</th>\n",
              "      <th>fly</th>\n",
              "      <th>flying</th>\n",
              "      <th>flynn</th>\n",
              "      <th>fodor</th>\n",
              "      <th>fog</th>\n",
              "      <th>foil</th>\n",
              "      <th>foliage</th>\n",
              "      <th>folk</th>\n",
              "      <th>folklore</th>\n",
              "      <th>fontana</th>\n",
              "      <th>fonts</th>\n",
              "      <th>food</th>\n",
              "      <th>foods</th>\n",
              "      <th>fools</th>\n",
              "      <th>foot</th>\n",
              "      <th>football</th>\n",
              "      <th>footbinding</th>\n",
              "      <th>force</th>\n",
              "      <th>forced</th>\n",
              "      <th>forces</th>\n",
              "      <th>ford</th>\n",
              "      <th>forecasting</th>\n",
              "      <th>forecasts</th>\n",
              "      <th>foreclosure</th>\n",
              "      <th>foreign</th>\n",
              "      <th>foreman</th>\n",
              "      <th>forensic</th>\n",
              "      <th>forest</th>\n",
              "      <th>forestry</th>\n",
              "      <th>forests</th>\n",
              "      <th>forever</th>\n",
              "      <th>forge</th>\n",
              "      <th>forgeries</th>\n",
              "      <th>forgiveness</th>\n",
              "      <th>forgotten</th>\n",
              "      <th>forks</th>\n",
              "      <th>form</th>\n",
              "      <th>formal</th>\n",
              "      <th>forman</th>\n",
              "      <th>formation</th>\n",
              "      <th>former</th>\n",
              "      <th>forms</th>\n",
              "      <th>formulae</th>\n",
              "      <th>formulaic</th>\n",
              "      <th>formulas</th>\n",
              "      <th>fort</th>\n",
              "      <th>forties</th>\n",
              "      <th>fortification</th>\n",
              "      <th>fortune</th>\n",
              "      <th>forty</th>\n",
              "      <th>foss</th>\n",
              "      <th>fossil</th>\n",
              "      <th>fossils</th>\n",
              "      <th>foster</th>\n",
              "      <th>fotheringham</th>\n",
              "      <th>foucault</th>\n",
              "      <th>found</th>\n",
              "      <th>foundations</th>\n",
              "      <th>founding</th>\n",
              "      <th>foundlings</th>\n",
              "      <th>fountains</th>\n",
              "      <th>four</th>\n",
              "      <th>fourteenth</th>\n",
              "      <th>fourth</th>\n",
              "      <th>fowler</th>\n",
              "      <th>fox</th>\n",
              "      <th>foxes</th>\n",
              "      <th>foxtrot</th>\n",
              "      <th>fr</th>\n",
              "      <th>fractions</th>\n",
              "      <th>fractures</th>\n",
              "      <th>fragrant</th>\n",
              "      <th>frame</th>\n",
              "      <th>framemaker</th>\n",
              "      <th>frames</th>\n",
              "      <th>framework</th>\n",
              "      <th>framing</th>\n",
              "      <th>framingham</th>\n",
              "      <th>fran</th>\n",
              "      <th>france</th>\n",
              "      <th>frances</th>\n",
              "      <th>francesca</th>\n",
              "      <th>francesco</th>\n",
              "      <th>franchises</th>\n",
              "      <th>francis</th>\n",
              "      <th>francisco</th>\n",
              "      <th>franco</th>\n",
              "      <th>frank</th>\n",
              "      <th>frankenstein</th>\n",
              "      <th>frankfurt</th>\n",
              "      <th>frankfurters</th>\n",
              "      <th>frankl</th>\n",
              "      <th>franklin</th>\n",
              "      <th>franks</th>\n",
              "      <th>franz</th>\n",
              "      <th>fraser</th>\n",
              "      <th>fratricide</th>\n",
              "      <th>fraud</th>\n",
              "      <th>frazier</th>\n",
              "      <th>frberty</th>\n",
              "      <th>freak</th>\n",
              "      <th>fred</th>\n",
              "      <th>frederic</th>\n",
              "      <th>frederick</th>\n",
              "      <th>fredericksburg</th>\n",
              "      <th>free</th>\n",
              "      <th>freedmen</th>\n",
              "      <th>freedom</th>\n",
              "      <th>freehold</th>\n",
              "      <th>freelance</th>\n",
              "      <th>freeman</th>\n",
              "      <th>freemasonry</th>\n",
              "      <th>freemasons</th>\n",
              "      <th>freethinkers</th>\n",
              "      <th>fremont</th>\n",
              "      <th>french</th>\n",
              "      <th>fresh</th>\n",
              "      <th>freshwater</th>\n",
              "      <th>freud</th>\n",
              "      <th>frevisse</th>\n",
              "      <th>frey</th>\n",
              "      <th>friars</th>\n",
              "      <th>friction</th>\n",
              "      <th>frida</th>\n",
              "      <th>frideric</th>\n",
              "      <th>fried</th>\n",
              "      <th>friedkin</th>\n",
              "      <th>friedman</th>\n",
              "      <th>friedrich</th>\n",
              "      <th>friend</th>\n",
              "      <th>friendly</th>\n",
              "      <th>friends</th>\n",
              "      <th>friendship</th>\n",
              "      <th>frigate</th>\n",
              "      <th>fright</th>\n",
              "      <th>frilms</th>\n",
              "      <th>fringe</th>\n",
              "      <th>frise</th>\n",
              "      <th>fritz</th>\n",
              "      <th>frodo</th>\n",
              "      <th>froggy</th>\n",
              "      <th>frogs</th>\n",
              "      <th>front</th>\n",
              "      <th>frontal</th>\n",
              "      <th>frontier</th>\n",
              "      <th>frost</th>\n",
              "      <th>frozen</th>\n",
              "      <th>fruit</th>\n",
              "      <th>fry</th>\n",
              "      <th>frye</th>\n",
              "      <th>frying</th>\n",
              "      <th>fryling</th>\n",
              "      <th>fu</th>\n",
              "      <th>fuchsia</th>\n",
              "      <th>fuel</th>\n",
              "      <th>fuels</th>\n",
              "      <th>fuerza</th>\n",
              "      <th>fugitive</th>\n",
              "      <th>fugitives</th>\n",
              "      <th>fugues</th>\n",
              "      <th>fula</th>\n",
              "      <th>fuling</th>\n",
              "      <th>full</th>\n",
              "      <th>fuller</th>\n",
              "      <th>fullmoon</th>\n",
              "      <th>fulton</th>\n",
              "      <th>fumihito</th>\n",
              "      <th>fumiko</th>\n",
              "      <th>functional</th>\n",
              "      <th>functions</th>\n",
              "      <th>fund</th>\n",
              "      <th>fundamentalism</th>\n",
              "      <th>funds</th>\n",
              "      <th>funeral</th>\n",
              "      <th>fungi</th>\n",
              "      <th>fungus</th>\n",
              "      <th>funk</th>\n",
              "      <th>funnies</th>\n",
              "      <th>fur</th>\n",
              "      <th>furness</th>\n",
              "      <th>furnishing</th>\n",
              "      <th>furnishings</th>\n",
              "      <th>furniture</th>\n",
              "      <th>furnshill</th>\n",
              "      <th>fusing</th>\n",
              "      <th>future</th>\n",
              "      <th>fyodor</th>\n",
              "      <th>fyodorovich</th>\n",
              "      <th>g</th>\n",
              "      <th>ga</th>\n",
              "      <th>gabaldon</th>\n",
              "      <th>gable</th>\n",
              "      <th>gabon</th>\n",
              "      <th>gabriel</th>\n",
              "      <th>gadget</th>\n",
              "      <th>gaelic</th>\n",
              "      <th>gage</th>\n",
              "      <th>gaia</th>\n",
              "      <th>gail</th>\n",
              "      <th>gaiman</th>\n",
              "      <th>gains</th>\n",
              "      <th>gait</th>\n",
              "      <th>gaither</th>\n",
              "      <th>gaius</th>\n",
              "      <th>gakkai</th>\n",
              "      <th>galapagos</th>\n",
              "      <th>galaxies</th>\n",
              "      <th>galbraith</th>\n",
              "      <th>gale</th>\n",
              "      <th>galicia</th>\n",
              "      <th>galilei</th>\n",
              "      <th>galileo</th>\n",
              "      <th>galleons</th>\n",
              "      <th>gallery</th>\n",
              "      <th>galley</th>\n",
              "      <th>gallic</th>\n",
              "      <th>gallmann</th>\n",
              "      <th>galois</th>\n",
              "      <th>galveston</th>\n",
              "      <th>galway</th>\n",
              "      <th>gama</th>\n",
              "      <th>gambia</th>\n",
              "      <th>gamblers</th>\n",
              "      <th>gambling</th>\n",
              "      <th>gambuh</th>\n",
              "      <th>game</th>\n",
              "      <th>gamel</th>\n",
              "      <th>gamelan</th>\n",
              "      <th>games</th>\n",
              "      <th>gandhi</th>\n",
              "      <th>ganesha</th>\n",
              "      <th>gang</th>\n",
              "      <th>gangs</th>\n",
              "      <th>gangster</th>\n",
              "      <th>gangsters</th>\n",
              "      <th>gansu</th>\n",
              "      <th>gantos</th>\n",
              "      <th>gap</th>\n",
              "      <th>garage</th>\n",
              "      <th>garages</th>\n",
              "      <th>garbo</th>\n",
              "      <th>garc</th>\n",
              "      <th>garde</th>\n",
              "      <th>gardel</th>\n",
              "      <th>garden</th>\n",
              "      <th>gardeners</th>\n",
              "      <th>gardening</th>\n",
              "      <th>gardens</th>\n",
              "      <th>gardner</th>\n",
              "      <th>gareth</th>\n",
              "      <th>garfield</th>\n",
              "      <th>gargoyles</th>\n",
              "      <th>garion</th>\n",
              "      <th>garlic</th>\n",
              "      <th>garman</th>\n",
              "      <th>garrett</th>\n",
              "      <th>garrison</th>\n",
              "      <th>garrity</th>\n",
              "      <th>garvey</th>\n",
              "      <th>gary</th>\n",
              "      <th>gas</th>\n",
              "      <th>gaskell</th>\n",
              "      <th>gaspard</th>\n",
              "      <th>gastner</th>\n",
              "      <th>gaston</th>\n",
              "      <th>gastroesophageal</th>\n",
              "      <th>gastrointestinal</th>\n",
              "      <th>gastronomy</th>\n",
              "      <th>gastronony</th>\n",
              "      <th>gates</th>\n",
              "      <th>gathering</th>\n",
              "      <th>gatsby</th>\n",
              "      <th>gaud</th>\n",
              "      <th>gauge</th>\n",
              "      <th>gauguin</th>\n",
              "      <th>gaul</th>\n",
              "      <th>gaulle</th>\n",
              "      <th>gauloises</th>\n",
              "      <th>gautama</th>\n",
              "      <th>gautreau</th>\n",
              "      <th>gavin</th>\n",
              "      <th>gay</th>\n",
              "      <th>gaye</th>\n",
              "      <th>gayle</th>\n",
              "      <th>gays</th>\n",
              "      <th>gaza</th>\n",
              "      <th>gazing</th>\n",
              "      <th>gdansk</th>\n",
              "      <th>gdanska</th>\n",
              "      <th>gear</th>\n",
              "      <th>geckos</th>\n",
              "      <th>ged</th>\n",
              "      <th>geese</th>\n",
              "      <th>gehrig</th>\n",
              "      <th>geishas</th>\n",
              "      <th>gelatin</th>\n",
              "      <th>gelberman</th>\n",
              "      <th>gelhorn</th>\n",
              "      <th>geli</th>\n",
              "      <th>geller</th>\n",
              "      <th>gemma</th>\n",
              "      <th>gems</th>\n",
              "      <th>gender</th>\n",
              "      <th>gene</th>\n",
              "      <th>genealogists</th>\n",
              "      <th>genealogy</th>\n",
              "      <th>general</th>\n",
              "      <th>generals</th>\n",
              "      <th>generation</th>\n",
              "      <th>generations</th>\n",
              "      <th>generative</th>\n",
              "      <th>generaton</th>\n",
              "      <th>generosa</th>\n",
              "      <th>generosity</th>\n",
              "      <th>genes</th>\n",
              "      <th>genesis</th>\n",
              "      <th>genetic</th>\n",
              "      <th>genetically</th>\n",
              "      <th>genetics</th>\n",
              "      <th>geneva</th>\n",
              "      <th>genie</th>\n",
              "      <th>genies</th>\n",
              "      <th>genius</th>\n",
              "      <th>gennaro</th>\n",
              "      <th>genoa</th>\n",
              "      <th>genocide</th>\n",
              "      <th>genome</th>\n",
              "      <th>genres</th>\n",
              "      <th>genroku</th>\n",
              "      <th>gentiles</th>\n",
              "      <th>gentileschi</th>\n",
              "      <th>gentlemen</th>\n",
              "      <th>gentrification</th>\n",
              "      <th>geodynamics</th>\n",
              "      <th>geoff</th>\n",
              "      <th>geoffrey</th>\n",
              "      <th>geographic</th>\n",
              "      <th>geographical</th>\n",
              "      <th>geography</th>\n",
              "      <th>geological</th>\n",
              "      <th>geologists</th>\n",
              "      <th>geology</th>\n",
              "      <th>geomagnetic</th>\n",
              "      <th>geomagnetism</th>\n",
              "      <th>geometrical</th>\n",
              "      <th>geometry</th>\n",
              "      <th>george</th>\n",
              "      <th>georges</th>\n",
              "      <th>georgetown</th>\n",
              "      <th>georgia</th>\n",
              "      <th>georgie</th>\n",
              "      <th>georgina</th>\n",
              "      <th>gerald</th>\n",
              "      <th>gerbils</th>\n",
              "      <th>gerdt</th>\n",
              "      <th>geriatric</th>\n",
              "      <th>geriatrics</th>\n",
              "      <th>german</th>\n",
              "      <th>germans</th>\n",
              "      <th>germany</th>\n",
              "      <th>germination</th>\n",
              "      <th>germs</th>\n",
              "      <th>gerona</th>\n",
              "      <th>geronimo</th>\n",
              "      <th>gerrard</th>\n",
              "      <th>gerry</th>\n",
              "      <th>gertrude</th>\n",
              "      <th>gestalt</th>\n",
              "      <th>getty</th>\n",
              "      <th>gettysburg</th>\n",
              "      <th>gezerot</th>\n",
              "      <th>ghana</th>\n",
              "      <th>ghazals</th>\n",
              "      <th>ghetto</th>\n",
              "      <th>ghost</th>\n",
              "      <th>ghosts</th>\n",
              "      <th>ghostwriters</th>\n",
              "      <th>ghouls</th>\n",
              "      <th>ghraib</th>\n",
              "      <th>ghysels</th>\n",
              "      <th>giacomo</th>\n",
              "      <th>gian</th>\n",
              "      <th>gianni</th>\n",
              "      <th>giant</th>\n",
              "      <th>giants</th>\n",
              "      <th>gibson</th>\n",
              "      <th>gideon</th>\n",
              "      <th>gies</th>\n",
              "      <th>gift</th>\n",
              "      <th>gifted</th>\n",
              "      <th>gifts</th>\n",
              "      <th>gigli</th>\n",
              "      <th>gila</th>\n",
              "      <th>gilbert</th>\n",
              "      <th>gilbreth</th>\n",
              "      <th>gilding</th>\n",
              "      <th>giles</th>\n",
              "      <th>gilgamesh</th>\n",
              "      <th>gilles</th>\n",
              "      <th>gillespie</th>\n",
              "      <th>gilliam</th>\n",
              "      <th>gilligan</th>\n",
              "      <th>gillingham</th>\n",
              "      <th>gilmer</th>\n",
              "      <th>gilmore</th>\n",
              "      <th>gimlette</th>\n",
              "      <th>gina</th>\n",
              "      <th>ginger</th>\n",
              "      <th>gingerbread</th>\n",
              "      <th>gingold</th>\n",
              "      <th>gini</th>\n",
              "      <th>ginsberg</th>\n",
              "      <th>gioconda</th>\n",
              "      <th>gion</th>\n",
              "      <th>giordano</th>\n",
              "      <th>giorgio</th>\n",
              "      <th>giovanni</th>\n",
              "      <th>gipp</th>\n",
              "      <th>giraffe</th>\n",
              "      <th>girl</th>\n",
              "      <th>girls</th>\n",
              "      <th>girton</th>\n",
              "      <th>giulia</th>\n",
              "      <th>giuliano</th>\n",
              "      <th>giuseppe</th>\n",
              "      <th>giverny</th>\n",
              "      <th>giving</th>\n",
              "      <th>giza</th>\n",
              "      <th>glacial</th>\n",
              "      <th>glacier</th>\n",
              "      <th>glaciers</th>\n",
              "      <th>gladiators</th>\n",
              "      <th>glamour</th>\n",
              "      <th>gland</th>\n",
              "      <th>glands</th>\n",
              "      <th>glascow</th>\n",
              "      <th>glasgow</th>\n",
              "      <th>glass</th>\n",
              "      <th>glasses</th>\n",
              "      <th>glassware</th>\n",
              "      <th>glassworkers</th>\n",
              "      <th>glastonbury</th>\n",
              "      <th>glazes</th>\n",
              "      <th>glazing</th>\n",
              "      <th>glen</th>\n",
              "      <th>glendower</th>\n",
              "      <th>glenn</th>\n",
              "      <th>gliders</th>\n",
              "      <th>gliding</th>\n",
              "      <th>glin</th>\n",
              "      <th>glitsky</th>\n",
              "      <th>global</th>\n",
              "      <th>globalization</th>\n",
              "      <th>globe</th>\n",
              "      <th>globes</th>\n",
              "      <th>gloria</th>\n",
              "      <th>glossaries</th>\n",
              "      <th>gloucester</th>\n",
              "      <th>gloucestershire</th>\n",
              "      <th>glow</th>\n",
              "      <th>gluten</th>\n",
              "      <th>gluttony</th>\n",
              "      <th>glycemic</th>\n",
              "      <th>gnomes</th>\n",
              "      <th>gnostic</th>\n",
              "      <th>gnosticism</th>\n",
              "      <th>go</th>\n",
              "      <th>goal</th>\n",
              "      <th>goalkeepers</th>\n",
              "      <th>goats</th>\n",
              "      <th>gobbi</th>\n",
              "      <th>gobi</th>\n",
              "      <th>goblins</th>\n",
              "      <th>god</th>\n",
              "      <th>goddess</th>\n",
              "      <th>goddesses</th>\n",
              "      <th>godfather</th>\n",
              "      <th>godmothers</th>\n",
              "      <th>gods</th>\n",
              "      <th>godunov</th>\n",
              "      <th>godzilla</th>\n",
              "      <th>goebbels</th>\n",
              "      <th>goethe</th>\n",
              "      <th>gogh</th>\n",
              "      <th>gold</th>\n",
              "      <th>golda</th>\n",
              "      <th>golden</th>\n",
              "      <th>goldfish</th>\n",
              "      <th>goldsmith</th>\n",
              "      <th>goldsworthy</th>\n",
              "      <th>goldwork</th>\n",
              "      <th>goldy</th>\n",
              "      <th>golem</th>\n",
              "      <th>golf</th>\n",
              "      <th>golfers</th>\n",
              "      <th>gombe</th>\n",
              "      <th>gon</th>\n",
              "      <th>gone</th>\n",
              "      <th>gong</th>\n",
              "      <th>gonz</th>\n",
              "      <th>good</th>\n",
              "      <th>goodall</th>\n",
              "      <th>goodman</th>\n",
              "      <th>goodnight</th>\n",
              "      <th>goods</th>\n",
              "      <th>goofy</th>\n",
              "      <th>google</th>\n",
              "      <th>googoosh</th>\n",
              "      <th>goose</th>\n",
              "      <th>gordon</th>\n",
              "      <th>gordy</th>\n",
              "      <th>gore</th>\n",
              "      <th>gorgias</th>\n",
              "      <th>gorilla</th>\n",
              "      <th>gorillas</th>\n",
              "      <th>gornick</th>\n",
              "      <th>gospel</th>\n",
              "      <th>gospels</th>\n",
              "      <th>gossage</th>\n",
              "      <th>gossip</th>\n",
              "      <th>gosudarstvennyi</th>\n",
              "      <th>goth</th>\n",
              "      <th>gothic</th>\n",
              "      <th>goths</th>\n",
              "      <th>gotti</th>\n",
              "      <th>gottlieb</th>\n",
              "      <th>goudy</th>\n",
              "      <th>gould</th>\n",
              "      <th>gourds</th>\n",
              "      <th>gourmets</th>\n",
              "      <th>governance</th>\n",
              "      <th>governesses</th>\n",
              "      <th>government</th>\n",
              "      <th>governmnent</th>\n",
              "      <th>governors</th>\n",
              "      <th>gowns</th>\n",
              "      <th>gr</th>\n",
              "      <th>grace</th>\n",
              "      <th>graceland</th>\n",
              "      <th>grade</th>\n",
              "      <th>grading</th>\n",
              "      <th>graduate</th>\n",
              "      <th>graduates</th>\n",
              "      <th>graduation</th>\n",
              "      <th>graebner</th>\n",
              "      <th>graf</th>\n",
              "      <th>grafton</th>\n",
              "      <th>graham</th>\n",
              "      <th>grail</th>\n",
              "      <th>grain</th>\n",
              "      <th>grammar</th>\n",
              "      <th>granada</th>\n",
              "      <th>grand</th>\n",
              "      <th>grandberry</th>\n",
              "      <th>grande</th>\n",
              "      <th>grandfathers</th>\n",
              "      <th>grandmothers</th>\n",
              "      <th>grandparent</th>\n",
              "      <th>grandparents</th>\n",
              "      <th>grant</th>\n",
              "      <th>grants</th>\n",
              "      <th>granz</th>\n",
              "      <th>grape</th>\n",
              "      <th>grapes</th>\n",
              "      <th>graphic</th>\n",
              "      <th>graphical</th>\n",
              "      <th>graphics</th>\n",
              "      <th>grasses</th>\n",
              "      <th>grasshoppers</th>\n",
              "      <th>grassland</th>\n",
              "      <th>grasslands</th>\n",
              "      <th>gratitude</th>\n",
              "      <th>graves</th>\n",
              "      <th>graveyards</th>\n",
              "      <th>gray</th>\n",
              "      <th>graziani</th>\n",
              "      <th>grealy</th>\n",
              "      <th>great</th>\n",
              "      <th>greco</th>\n",
              "      <th>greece</th>\n",
              "      <th>greed</th>\n",
              "      <th>greek</th>\n",
              "      <th>greeks</th>\n",
              "      <th>green</th>\n",
              "      <th>greenberg</th>\n",
              "      <th>greene</th>\n",
              "      <th>greenfield</th>\n",
              "      <th>greenhouse</th>\n",
              "      <th>greenhouses</th>\n",
              "      <th>greening</th>\n",
              "      <th>greenland</th>\n",
              "      <th>greenlaw</th>\n",
              "      <th>greens</th>\n",
              "      <th>greenspan</th>\n",
              "      <th>greenville</th>\n",
              "      <th>greenwich</th>\n",
              "      <th>greeting</th>\n",
              "      <th>greg</th>\n",
              "      <th>gregg</th>\n",
              "      <th>gregor</th>\n",
              "      <th>gregorian</th>\n",
              "      <th>gregory</th>\n",
              "      <th>grenville</th>\n",
              "      <th>greta</th>\n",
              "      <th>gretel</th>\n",
              "      <th>grey</th>\n",
              "      <th>grief</th>\n",
              "      <th>griffey</th>\n",
              "      <th>griffin</th>\n",
              "      <th>griffins</th>\n",
              "      <th>griffith</th>\n",
              "      <th>grigorevich</th>\n",
              "      <th>grigori</th>\n",
              "      <th>grigorii</th>\n",
              "      <th>grisi</th>\n",
              "      <th>grizzard</th>\n",
              "      <th>grizzly</th>\n",
              "      <th>grocery</th>\n",
              "      <th>grol</th>\n",
              "      <th>grooming</th>\n",
              "      <th>grossi</th>\n",
              "      <th>grosso</th>\n",
              "      <th>ground</th>\n",
              "      <th>groundfishes</th>\n",
              "      <th>groundhog</th>\n",
              "      <th>group</th>\n",
              "      <th>groupies</th>\n",
              "      <th>groups</th>\n",
              "      <th>grouse</th>\n",
              "      <th>grove</th>\n",
              "      <th>grover</th>\n",
              "      <th>growers</th>\n",
              "      <th>growing</th>\n",
              "      <th>growth</th>\n",
              "      <th>grunge</th>\n",
              "      <th>guadalajara</th>\n",
              "      <th>guadalcanal</th>\n",
              "      <th>guadalupe</th>\n",
              "      <th>guam</th>\n",
              "      <th>guangxi</th>\n",
              "      <th>guard</th>\n",
              "      <th>guardian</th>\n",
              "      <th>guarnaccia</th>\n",
              "      <th>guatemala</th>\n",
              "      <th>guenevere</th>\n",
              "      <th>guerin</th>\n",
              "      <th>guerrilla</th>\n",
              "      <th>guerrillas</th>\n",
              "      <th>guest</th>\n",
              "      <th>guevara</th>\n",
              "      <th>guggenheim</th>\n",
              "      <th>guglielmo</th>\n",
              "      <th>guidance</th>\n",
              "      <th>guide</th>\n",
              "      <th>guidebooks</th>\n",
              "      <th>guided</th>\n",
              "      <th>guides</th>\n",
              "      <th>guido</th>\n",
              "      <th>guildford</th>\n",
              "      <th>guilds</th>\n",
              "      <th>guillain</th>\n",
              "      <th>guilt</th>\n",
              "      <th>guin</th>\n",
              "      <th>guinea</th>\n",
              "      <th>guinness</th>\n",
              "      <th>guitar</th>\n",
              "      <th>guitarists</th>\n",
              "      <th>guitarra</th>\n",
              "      <th>guitars</th>\n",
              "      <th>guiteau</th>\n",
              "      <th>guizhou</th>\n",
              "      <th>gulch</th>\n",
              "      <th>gulf</th>\n",
              "      <th>gullah</th>\n",
              "      <th>gulls</th>\n",
              "      <th>gum</th>\n",
              "      <th>gumby</th>\n",
              "      <th>gun</th>\n",
              "      <th>gunfights</th>\n",
              "      <th>gunnar</th>\n",
              "      <th>gunshot</th>\n",
              "      <th>gunther</th>\n",
              "      <th>gurewitsch</th>\n",
              "      <th>gurus</th>\n",
              "      <th>gussin</th>\n",
              "      <th>gustav</th>\n",
              "      <th>gustave</th>\n",
              "      <th>gutenberg</th>\n",
              "      <th>guthrie</th>\n",
              "      <th>guyana</th>\n",
              "      <th>gwen</th>\n",
              "      <th>gwichin</th>\n",
              "      <th>gwynedd</th>\n",
              "      <th>gye</th>\n",
              "      <th>gymnastics</th>\n",
              "      <th>gymnasts</th>\n",
              "      <th>gyms</th>\n",
              "      <th>gynecologists</th>\n",
              "      <th>gyroscopic</th>\n",
              "      <th>h</th>\n",
              "      <th>ha</th>\n",
              "      <th>haagen</th>\n",
              "      <th>haas</th>\n",
              "      <th>habad</th>\n",
              "      <th>habit</th>\n",
              "      <th>habitat</th>\n",
              "      <th>habitations</th>\n",
              "      <th>habits</th>\n",
              "      <th>hachiko</th>\n",
              "      <th>hackers</th>\n",
              "      <th>hackman</th>\n",
              "      <th>hadith</th>\n",
              "      <th>hadrians</th>\n",
              "      <th>hagerstown</th>\n",
              "      <th>haggadot</th>\n",
              "      <th>haggerty</th>\n",
              "      <th>hahn</th>\n",
              "      <th>hai</th>\n",
              "      <th>haida</th>\n",
              "      <th>haiku</th>\n",
              "      <th>hair</th>\n",
              "      <th>haircutting</th>\n",
              "      <th>hairdressing</th>\n",
              "      <th>haiti</th>\n",
              "      <th>haitians</th>\n",
              "      <th>hal</th>\n",
              "      <th>halifax</th>\n",
              "      <th>haliimaile</th>\n",
              "      <th>hall</th>\n",
              "      <th>halleck</th>\n",
              "      <th>halles</th>\n",
              "      <th>halley</th>\n",
              "      <th>halleys</th>\n",
              "      <th>halliburton</th>\n",
              "      <th>hallmark</th>\n",
              "      <th>halloween</th>\n",
              "      <th>hallowell</th>\n",
              "      <th>halls</th>\n",
              "      <th>hallucinations</th>\n",
              "      <th>hallucinogenic</th>\n",
              "      <th>halse</th>\n",
              "      <th>hamburg</th>\n",
              "      <th>hamelin</th>\n",
              "      <th>hameln</th>\n",
              "      <th>hamill</th>\n",
              "      <th>hamilton</th>\n",
              "      <th>hamish</th>\n",
              "      <th>hamlet</th>\n",
              "      <th>hammadi</th>\n",
              "      <th>hammer</th>\n",
              "      <th>hammerstein</th>\n",
              "      <th>hammett</th>\n",
              "      <th>hammocks</th>\n",
              "      <th>hammond</th>\n",
              "      <th>hampshire</th>\n",
              "      <th>hampstead</th>\n",
              "      <th>hampton</th>\n",
              "      <th>hamptons</th>\n",
              "      <th>hamsters</th>\n",
              "      <th>hamsun</th>\n",
              "      <th>han</th>\n",
              "      <th>hanae</th>\n",
              "      <th>hanaye</th>\n",
              "      <th>hancock</th>\n",
              "      <th>hand</th>\n",
              "      <th>handbags</th>\n",
              "      <th>handbooks</th>\n",
              "      <th>handbooksmanuals</th>\n",
              "      <th>handed</th>\n",
              "      <th>handel</th>\n",
              "      <th>handford</th>\n",
              "      <th>handicraft</th>\n",
              "      <th>handicrafts</th>\n",
              "      <th>handling</th>\n",
              "      <th>handmade</th>\n",
              "      <th>hands</th>\n",
              "      <th>handworked</th>\n",
              "      <th>hanff</th>\n",
              "      <th>hanford</th>\n",
              "      <th>hang</th>\n",
              "      <th>hangings</th>\n",
              "      <th>hank</th>\n",
              "      <th>hanks</th>\n",
              "      <th>hanna</th>\n",
              "      <th>hannah</th>\n",
              "      <th>hannasyde</th>\n",
              "      <th>hannibal</th>\n",
              "      <th>hans</th>\n",
              "      <th>hansa</th>\n",
              "      <th>hansen</th>\n",
              "      <th>hanukkah</th>\n",
              "      <th>hap</th>\n",
              "      <th>happiness</th>\n",
              "      <th>harald</th>\n",
              "      <th>harassment</th>\n",
              "      <th>harbor</th>\n",
              "      <th>harbors</th>\n",
              "      <th>hardy</th>\n",
              "      <th>hares</th>\n",
              "      <th>hari</th>\n",
              "      <th>haristeen</th>\n",
              "      <th>harkness</th>\n",
              "      <th>harlan</th>\n",
              "      <th>harland</th>\n",
              "      <th>harlem</th>\n",
              "      <th>harley</th>\n",
              "      <th>harmenszoon</th>\n",
              "      <th>harmon</th>\n",
              "      <th>harmonica</th>\n",
              "      <th>harmony</th>\n",
              "      <th>harness</th>\n",
              "      <th>harold</th>\n",
              "      <th>harp</th>\n",
              "      <th>harper</th>\n",
              "      <th>harpers</th>\n",
              "      <th>harpsichord</th>\n",
              "      <th>harpsichordists</th>\n",
              "      <th>harpur</th>\n",
              "      <th>harriet</th>\n",
              "      <th>harriette</th>\n",
              "      <th>harriman</th>\n",
              "      <th>harris</th>\n",
              "      <th>harrison</th>\n",
              "      <th>harry</th>\n",
              "      <th>hart</th>\n",
              "      <th>hartford</th>\n",
              "      <th>hartley</th>\n",
              "      <th>harvard</th>\n",
              "      <th>harvest</th>\n",
              "      <th>harvesting</th>\n",
              "      <th>harvey</th>\n",
              "      <th>hasan</th>\n",
              "      <th>hasidim</th>\n",
              "      <th>hasidism</th>\n",
              "      <th>haskel</th>\n",
              "      <th>haskell</th>\n",
              "      <th>hassell</th>\n",
              "      <th>hastings</th>\n",
              "      <th>hat</th>\n",
              "      <th>hatch</th>\n",
              "      <th>hatcher</th>\n",
              "      <th>hate</th>\n",
              "      <th>hatha</th>\n",
              "      <th>hats</th>\n",
              "      <th>hatshepsut</th>\n",
              "      <th>hatteras</th>\n",
              "      <th>hauberg</th>\n",
              "      <th>haunted</th>\n",
              "      <th>haunts</th>\n",
              "      <th>hauptkommissar</th>\n",
              "      <th>hauslabjoch</th>\n",
              "      <th>haute</th>\n",
              "      <th>havana</th>\n",
              "      <th>havasupai</th>\n",
              "      <th>havens</th>\n",
              "      <th>havers</th>\n",
              "      <th>hawaii</th>\n",
              "      <th>hawaiian</th>\n",
              "      <th>hawaiians</th>\n",
              "      <th>hawk</th>\n",
              "      <th>hawke</th>\n",
              "      <th>hawkgirl</th>\n",
              "      <th>hawking</th>\n",
              "      <th>hawks</th>\n",
              "      <th>hawthorne</th>\n",
              "      <th>hayashi</th>\n",
              "      <th>hayden</th>\n",
              "      <th>hayes</th>\n",
              "      <th>haymarket</th>\n",
              "      <th>hays</th>\n",
              "      <th>hayworth</th>\n",
              "      <th>hazard</th>\n",
              "      <th>hazardous</th>\n",
              "      <th>hazzard</th>\n",
              "      <th>head</th>\n",
              "      <th>headache</th>\n",
              "      <th>headgear</th>\n",
              "      <th>headlines</th>\n",
              "      <th>headquarters</th>\n",
              "      <th>heads</th>\n",
              "      <th>healers</th>\n",
              "      <th>healing</th>\n",
              "      <th>health</th>\n",
              "      <th>hearing</th>\n",
              "      <th>heart</th>\n",
              "      <th>heartland</th>\n",
              "      <th>heat</th>\n",
              "      <th>heating</th>\n",
              "      <th>heaven</th>\n",
              "      <th>heavy</th>\n",
              "      <th>hebrew</th>\n",
              "      <th>hebron</th>\n",
              "      <th>heco</th>\n",
              "      <th>hedge</th>\n",
              "      <th>hedgehogs</th>\n",
              "      <th>hedgerow</th>\n",
              "      <th>hedges</th>\n",
              "      <th>hedging</th>\n",
              "      <th>heels</th>\n",
              "      <th>heian</th>\n",
              "      <th>heidegger</th>\n",
              "      <th>heine</th>\n",
              "      <th>heinrich</th>\n",
              "      <th>heinz</th>\n",
              "      <th>heisei</th>\n",
              "      <th>heisenberg</th>\n",
              "      <th>helen</th>\n",
              "      <th>helene</th>\n",
              "      <th>helens</th>\n",
              "      <th>helicopter</th>\n",
              "      <th>helicopters</th>\n",
              "      <th>hell</th>\n",
              "      <th>hellboy</th>\n",
              "      <th>hellenism</th>\n",
              "      <th>heller</th>\n",
              "      <th>hellman</th>\n",
              "      <th>hells</th>\n",
              "      <th>helma</th>\n",
              "      <th>help</th>\n",
              "      <th>helpfulness</th>\n",
              "      <th>helping</th>\n",
              "      <th>hemingway</th>\n",
              "      <th>hemiptera</th>\n",
              "      <th>hemisphere</th>\n",
              "      <th>hemmings</th>\n",
              "      <th>henderson</th>\n",
              "      <th>hendrik</th>\n",
              "      <th>hendrix</th>\n",
              "      <th>hennessey</th>\n",
              "      <th>henri</th>\n",
              "      <th>henrie</th>\n",
              "      <th>henrietta</th>\n",
              "      <th>henrik</th>\n",
              "      <th>henry</th>\n",
              "      <th>henshaw</th>\n",
              "      <th>henson</th>\n",
              "      <th>hepatitis</th>\n",
              "      <th>hepburn</th>\n",
              "      <th>heraldry</th>\n",
              "      <th>heralds</th>\n",
              "      <th>herb</th>\n",
              "      <th>herbal</th>\n",
              "      <th>herbalists</th>\n",
              "      <th>herbals</th>\n",
              "      <th>herbert</th>\n",
              "      <th>herbie</th>\n",
              "      <th>herbs</th>\n",
              "      <th>hercegovina</th>\n",
              "      <th>hercule</th>\n",
              "      <th>hercules</th>\n",
              "      <th>heredity</th>\n",
              "      <th>hereford</th>\n",
              "      <th>heresies</th>\n",
              "      <th>heretics</th>\n",
              "      <th>heris</th>\n",
              "      <th>heritage</th>\n",
              "      <th>herman</th>\n",
              "      <th>hermanos</th>\n",
              "      <th>hermit</th>\n",
              "      <th>hermits</th>\n",
              "      <th>hermux</th>\n",
              "      <th>hern</th>\n",
              "      <th>herodotus</th>\n",
              "      <th>heroes</th>\n",
              "      <th>heroin</th>\n",
              "      <th>heroines</th>\n",
              "      <th>herrera</th>\n",
              "      <th>herring</th>\n",
              "      <th>herriot</th>\n",
              "      <th>herzog</th>\n",
              "      <th>hess</th>\n",
              "      <th>hesse</th>\n",
              "      <th>hessler</th>\n",
              "      <th>hester</th>\n",
              "      <th>heterosexual</th>\n",
              "      <th>hetman</th>\n",
              "      <th>hew</th>\n",
              "      <th>heyerdahl</th>\n",
              "      <th>hezekiah</th>\n",
              "      <th>hiawatha</th>\n",
              "      <th>hibernation</th>\n",
              "      <th>hiccups</th>\n",
              "      <th>hickman</th>\n",
              "      <th>hickock</th>\n",
              "      <th>hidayat</th>\n",
              "      <th>hide</th>\n",
              "      <th>hieroglyphic</th>\n",
              "      <th>hieroglyphics</th>\n",
              "      <th>higgins</th>\n",
              "      <th>higgs</th>\n",
              "      <th>high</th>\n",
              "      <th>higher</th>\n",
              "      <th>highgate</th>\n",
              "      <th>highlands</th>\n",
              "      <th>highlife</th>\n",
              "      <th>highway</th>\n",
              "      <th>hijacking</th>\n",
              "      <th>hiking</th>\n",
              "      <th>hilary</th>\n",
              "      <th>hill</th>\n",
              "      <th>hillary</th>\n",
              "      <th>hiller</th>\n",
              "      <th>hills</th>\n",
              "      <th>hilo</th>\n",
              "      <th>hilton</th>\n",
              "      <th>himalaya</th>\n",
              "      <th>hinchman</th>\n",
              "      <th>hindenburg</th>\n",
              "      <th>hindi</th>\n",
              "      <th>hindu</th>\n",
              "      <th>hinduism</th>\n",
              "      <th>hindus</th>\n",
              "      <th>hindustani</th>\n",
              "      <th>hines</th>\n",
              "      <th>hinton</th>\n",
              "      <th>hip</th>\n",
              "      <th>hippies</th>\n",
              "      <th>hippo</th>\n",
              "      <th>hippopotamus</th>\n",
              "      <th>hippopotimidae</th>\n",
              "      <th>hirabayashi</th>\n",
              "      <th>hire</th>\n",
              "      <th>hiroshima</th>\n",
              "      <th>hirschfeld</th>\n",
              "      <th>hispanic</th>\n",
              "      <th>historial</th>\n",
              "      <th>historians</th>\n",
              "      <th>historic</th>\n",
              "      <th>historical</th>\n",
              "      <th>historicity</th>\n",
              "      <th>histories</th>\n",
              "      <th>historiography</th>\n",
              "      <th>history</th>\n",
              "      <th>histroica</th>\n",
              "      <th>hit</th>\n",
              "      <th>hitchcock</th>\n",
              "      <th>hitchhiking</th>\n",
              "      <th>hitler</th>\n",
              "      <th>hitt</th>\n",
              "      <th>hiv</th>\n",
              "      <th>hmong</th>\n",
              "      <th>ho</th>\n",
              "      <th>hoag</th>\n",
              "      <th>hoards</th>\n",
              "      <th>hoban</th>\n",
              "      <th>hobbes</th>\n",
              "      <th>hockey</th>\n",
              "      <th>hodel</th>\n",
              "      <th>hodgson</th>\n",
              "      <th>hoffman</th>\n",
              "      <th>hoffmann</th>\n",
              "      <th>hogan</th>\n",
              "      <th>hogans</th>\n",
              "      <th>hogwarts</th>\n",
              "      <th>hohokam</th>\n",
              "      <th>holabird</th>\n",
              "      <th>holden</th>\n",
              "      <th>holding</th>\n",
              "      <th>hole</th>\n",
              "      <th>holiday</th>\n",
              "      <th>holidays</th>\n",
              "      <th>holiness</th>\n",
              "      <th>holistic</th>\n",
              "      <th>holl</th>\n",
              "      <th>holland</th>\n",
              "      <th>hollenbach</th>\n",
              "      <th>holliday</th>\n",
              "      <th>hollis</th>\n",
              "      <th>holloway</th>\n",
              "      <th>hollywood</th>\n",
              "      <th>holm</th>\n",
              "      <th>holman</th>\n",
              "      <th>holmes</th>\n",
              "      <th>holocaust</th>\n",
              "      <th>holt</th>\n",
              "      <th>holy</th>\n",
              "      <th>home</th>\n",
              "      <th>homeless</th>\n",
              "      <th>homelessness</th>\n",
              "      <th>homemakers</th>\n",
              "      <th>homeopathic</th>\n",
              "      <th>homeopathy</th>\n",
              "      <th>homeowners</th>\n",
              "      <th>homer</th>\n",
              "      <th>homeric</th>\n",
              "      <th>homes</th>\n",
              "      <th>homesickness</th>\n",
              "      <th>homework</th>\n",
              "      <th>homicide</th>\n",
              "      <th>homing</th>\n",
              "      <th>homonyms</th>\n",
              "      <th>homophobia</th>\n",
              "      <th>homosexuality</th>\n",
              "      <th>honduras</th>\n",
              "      <th>honecker</th>\n",
              "      <th>honesty</th>\n",
              "      <th>honey</th>\n",
              "      <th>honeybee</th>\n",
              "      <th>honeymoons</th>\n",
              "      <th>hong</th>\n",
              "      <th>honigsbaum</th>\n",
              "      <th>honky</th>\n",
              "      <th>honolulu</th>\n",
              "      <th>honor</th>\n",
              "      <th>honorl</th>\n",
              "      <th>hood</th>\n",
              "      <th>hoodlums</th>\n",
              "      <th>hooker</th>\n",
              "      <th>hooks</th>\n",
              "      <th>hooper</th>\n",
              "      <th>hoover</th>\n",
              "      <th>hop</th>\n",
              "      <th>hopalong</th>\n",
              "      <th>hope</th>\n",
              "      <th>hopi</th>\n",
              "      <th>hopkins</th>\n",
              "      <th>hopper</th>\n",
              "      <th>horace</th>\n",
              "      <th>horatio</th>\n",
              "      <th>hormone</th>\n",
              "      <th>hormones</th>\n",
              "      <th>horn</th>\n",
              "      <th>hornbacher</th>\n",
              "      <th>hornblower</th>\n",
              "      <th>horne</th>\n",
              "      <th>horns</th>\n",
              "      <th>hornworts</th>\n",
              "      <th>horoscopes</th>\n",
              "      <th>horror</th>\n",
              "      <th>horse</th>\n",
              "      <th>horsemanship</th>\n",
              "      <th>horsemen</th>\n",
              "      <th>horses</th>\n",
              "      <th>horseshoe</th>\n",
              "      <th>horsewomen</th>\n",
              "      <th>hortense</th>\n",
              "      <th>horticulture</th>\n",
              "      <th>hospice</th>\n",
              "      <th>hospital</th>\n",
              "      <th>hospitality</th>\n",
              "      <th>hospitals</th>\n",
              "      <th>hossein</th>\n",
              "      <th>hostage</th>\n",
              "      <th>hostages</th>\n",
              "      <th>hostels</th>\n",
              "      <th>hostility</th>\n",
              "      <th>hot</th>\n",
              "      <th>hotel</th>\n",
              "      <th>hotelkeepers</th>\n",
              "      <th>hotels</th>\n",
              "      <th>houdini</th>\n",
              "      <th>hours</th>\n",
              "      <th>house</th>\n",
              "      <th>houseboats</th>\n",
              "      <th>household</th>\n",
              "      <th>housekeepers</th>\n",
              "      <th>housekeeping</th>\n",
              "      <th>houses</th>\n",
              "      <th>housesitting</th>\n",
              "      <th>housewives</th>\n",
              "      <th>housing</th>\n",
              "      <th>howard</th>\n",
              "      <th>howe</th>\n",
              "      <th>howlin</th>\n",
              "      <th>hoyle</th>\n",
              "      <th>hsi</th>\n",
              "      <th>hsien</th>\n",
              "      <th>hsue</th>\n",
              "      <th>html</th>\n",
              "      <th>hu</th>\n",
              "      <th>hua</th>\n",
              "      <th>huang</th>\n",
              "      <th>huants</th>\n",
              "      <th>huao</th>\n",
              "      <th>hubertus</th>\n",
              "      <th>huckleberry</th>\n",
              "      <th>hudson</th>\n",
              "      <th>hue</th>\n",
              "      <th>huey</th>\n",
              "      <th>hugging</th>\n",
              "      <th>hugh</th>\n",
              "      <th>hughes</th>\n",
              "      <th>hugo</th>\n",
              "      <th>huichol</th>\n",
              "      <th>huiyin</th>\n",
              "      <th>hula</th>\n",
              "      <th>hulk</th>\n",
              "      <th>hull</th>\n",
              "      <th>hulot</th>\n",
              "      <th>human</th>\n",
              "      <th>humane</th>\n",
              "      <th>humanistic</th>\n",
              "      <th>humanity</th>\n",
              "      <th>humans</th>\n",
              "      <th>hummingbirds</th>\n",
              "      <th>hummock</th>\n",
              "      <th>humor</th>\n",
              "      <th>humorists</th>\n",
              "      <th>humorous</th>\n",
              "      <th>humpback</th>\n",
              "      <th>humphrey</th>\n",
              "      <th>hundred</th>\n",
              "      <th>huneck</th>\n",
              "      <th>hungarian</th>\n",
              "      <th>hungarians</th>\n",
              "      <th>hungary</th>\n",
              "      <th>hunger</th>\n",
              "      <th>hunkpapa</th>\n",
              "      <th>hunley</th>\n",
              "      <th>huns</th>\n",
              "      <th>hunt</th>\n",
              "      <th>hunter</th>\n",
              "      <th>hunters</th>\n",
              "      <th>hunting</th>\n",
              "      <th>huntingtons</th>\n",
              "      <th>hunts</th>\n",
              "      <th>hurley</th>\n",
              "      <th>hurricane</th>\n",
              "      <th>hurricanes</th>\n",
              "      <th>hurston</th>\n",
              "      <th>husband</th>\n",
              "      <th>husbands</th>\n",
              "      <th>hustle</th>\n",
              "      <th>huts</th>\n",
              "      <th>hutt</th>\n",
              "      <th>hutton</th>\n",
              "      <th>hutu</th>\n",
              "      <th>huu</th>\n",
              "      <th>hvar</th>\n",
              "      <th>hyacinth</th>\n",
              "      <th>hybodus</th>\n",
              "      <th>hybridization</th>\n",
              "      <th>hyde</th>\n",
              "      <th>hydrochloride</th>\n",
              "      <th>hydrodynamics</th>\n",
              "      <th>hydrogen</th>\n",
              "      <th>hydrologic</th>\n",
              "      <th>hydroponics</th>\n",
              "      <th>hydrothermal</th>\n",
              "      <th>hygiene</th>\n",
              "      <th>hylidae</th>\n",
              "      <th>hymn</th>\n",
              "      <th>hymns</th>\n",
              "      <th>hyon</th>\n",
              "      <th>hyperactive</th>\n",
              "      <th>hyperactivity</th>\n",
              "      <th>hypercholesteremia</th>\n",
              "      <th>hypertension</th>\n",
              "      <th>hypertext</th>\n",
              "      <th>hypnotic</th>\n",
              "      <th>hypnotism</th>\n",
              "      <th>hypocrisy</th>\n",
              "      <th>hypoglycemia</th>\n",
              "      <th>hypothesis</th>\n",
              "      <th>hypothyroidism</th>\n",
              "      <th>hypsilophodon</th>\n",
              "      <th>hysteria</th>\n",
              "      <th>iacuzzo</th>\n",
              "      <th>ian</th>\n",
              "      <th>iberia</th>\n",
              "      <th>ibm</th>\n",
              "      <th>ibn</th>\n",
              "      <th>ibsen</th>\n",
              "      <th>ice</th>\n",
              "      <th>iceland</th>\n",
              "      <th>ices</th>\n",
              "      <th>icewind</th>\n",
              "      <th>ichiro</th>\n",
              "      <th>icon</th>\n",
              "      <th>ida</th>\n",
              "      <th>idaho</th>\n",
              "      <th>idea</th>\n",
              "      <th>idealism</th>\n",
              "      <th>identification</th>\n",
              "      <th>identity</th>\n",
              "      <th>ideology</th>\n",
              "      <th>idi</th>\n",
              "      <th>idioms</th>\n",
              "      <th>iditarod</th>\n",
              "      <th>idol</th>\n",
              "      <th>idolatry</th>\n",
              "      <th>ieee</th>\n",
              "      <th>igbo</th>\n",
              "      <th>igelfeld</th>\n",
              "      <th>iglesia</th>\n",
              "      <th>ignatius</th>\n",
              "      <th>igor</th>\n",
              "      <th>iguana</th>\n",
              "      <th>iguanas</th>\n",
              "      <th>ii</th>\n",
              "      <th>iii</th>\n",
              "      <th>ike</th>\n",
              "      <th>ile</th>\n",
              "      <th>iles</th>\n",
              "      <th>iliad</th>\n",
              "      <th>ill</th>\n",
              "      <th>illegal</th>\n",
              "      <th>illegitimate</th>\n",
              "      <th>illicit</th>\n",
              "      <th>illinois</th>\n",
              "      <th>illness</th>\n",
              "      <th>illumination</th>\n",
              "      <th>illusion</th>\n",
              "      <th>illusions</th>\n",
              "      <th>illustrated</th>\n",
              "      <th>illustration</th>\n",
              "      <th>illustrations</th>\n",
              "      <th>illustrator</th>\n",
              "      <th>illustrators</th>\n",
              "      <th>iloko</th>\n",
              "      <th>im</th>\n",
              "      <th>imac</th>\n",
              "      <th>image</th>\n",
              "      <th>imagery</th>\n",
              "      <th>images</th>\n",
              "      <th>imaginary</th>\n",
              "      <th>imagination</th>\n",
              "      <th>imagine</th>\n",
              "      <th>imaginery</th>\n",
              "      <th>imams</th>\n",
              "      <th>imamu</th>\n",
              "      <th>imax</th>\n",
              "      <th>imbalances</th>\n",
              "      <th>imelda</th>\n",
              "      <th>imeni</th>\n",
              "      <th>imitation</th>\n",
              "      <th>imitations</th>\n",
              "      <th>immanence</th>\n",
              "      <th>immigrants</th>\n",
              "      <th>immigration</th>\n",
              "      <th>immmigrants</th>\n",
              "      <th>immorality</th>\n",
              "      <th>immortalism</th>\n",
              "      <th>immortality</th>\n",
              "      <th>immune</th>\n",
              "      <th>immunity</th>\n",
              "      <th>immunization</th>\n",
              "      <th>immunodeficiency</th>\n",
              "      <th>immunologic</th>\n",
              "      <th>immunosuppression</th>\n",
              "      <th>imogen</th>\n",
              "      <th>impact</th>\n",
              "      <th>impaired</th>\n",
              "      <th>impeachment</th>\n",
              "      <th>impeachments</th>\n",
              "      <th>imperial</th>\n",
              "      <th>imperialism</th>\n",
              "      <th>impersonation</th>\n",
              "      <th>impersonators</th>\n",
              "      <th>imports</th>\n",
              "      <th>impostors</th>\n",
              "      <th>imposture</th>\n",
              "      <th>impressionism</th>\n",
              "      <th>impressionist</th>\n",
              "      <th>imprisonment</th>\n",
              "      <th>improvement</th>\n",
              "      <th>improvisation</th>\n",
              "      <th>impulse</th>\n",
              "      <th>inc</th>\n",
              "      <th>inca</th>\n",
              "      <th>incantations</th>\n",
              "      <th>incas</th>\n",
              "      <th>incentives</th>\n",
              "      <th>incident</th>\n",
              "      <th>incidental</th>\n",
              "      <th>income</th>\n",
              "      <th>incontinence</th>\n",
              "      <th>incorporated</th>\n",
              "      <th>incorporation</th>\n",
              "      <th>incredible</th>\n",
              "      <th>incrimination</th>\n",
              "      <th>ind</th>\n",
              "      <th>indemnity</th>\n",
              "      <th>indentured</th>\n",
              "      <th>independence</th>\n",
              "      <th>independent</th>\n",
              "      <th>indesign</th>\n",
              "      <th>index</th>\n",
              "      <th>indexes</th>\n",
              "      <th>india</th>\n",
              "      <th>indian</th>\n",
              "      <th>indiana</th>\n",
              "      <th>indianapolis</th>\n",
              "      <th>indians</th>\n",
              "      <th>indic</th>\n",
              "      <th>indicator</th>\n",
              "      <th>indicators</th>\n",
              "      <th>indies</th>\n",
              "      <th>indigenous</th>\n",
              "      <th>indische</th>\n",
              "      <th>individual</th>\n",
              "      <th>individuality</th>\n",
              "      <th>individualized</th>\n",
              "      <th>indo</th>\n",
              "      <th>indochina</th>\n",
              "      <th>indochinese</th>\n",
              "      <th>indonesia</th>\n",
              "      <th>indonesian</th>\n",
              "      <th>indoor</th>\n",
              "      <th>induced</th>\n",
              "      <th>industrial</th>\n",
              "      <th>industrialization</th>\n",
              "      <th>industrie</th>\n",
              "      <th>industries</th>\n",
              "      <th>industry</th>\n",
              "      <th>inertia</th>\n",
              "      <th>infancy</th>\n",
              "      <th>infant</th>\n",
              "      <th>infanticide</th>\n",
              "      <th>infantry</th>\n",
              "      <th>infants</th>\n",
              "      <th>infarction</th>\n",
              "      <th>infections</th>\n",
              "      <th>infertility</th>\n",
              "      <th>infill</th>\n",
              "      <th>inflammation</th>\n",
              "      <th>inflammatory</th>\n",
              "      <th>inflation</th>\n",
              "      <th>influence</th>\n",
              "      <th>influences</th>\n",
              "      <th>influenza</th>\n",
              "      <th>infomercials</th>\n",
              "      <th>informatics</th>\n",
              "      <th>information</th>\n",
              "      <th>informed</th>\n",
              "      <th>informers</th>\n",
              "      <th>infringement</th>\n",
              "      <th>ingalls</th>\n",
              "      <th>ingmar</th>\n",
              "      <th>ingrid</th>\n",
              "      <th>inheritance</th>\n",
              "      <th>inhibitors</th>\n",
              "      <th>initial</th>\n",
              "      <th>initiation</th>\n",
              "      <th>initiative</th>\n",
              "      <th>injuries</th>\n",
              "      <th>injury</th>\n",
              "      <th>inkpen</th>\n",
              "      <th>inmates</th>\n",
              "      <th>inn</th>\n",
              "      <th>inner</th>\n",
              "      <th>innovations</th>\n",
              "      <th>inns</th>\n",
              "      <th>input</th>\n",
              "      <th>inquiry</th>\n",
              "      <th>inquisition</th>\n",
              "      <th>insanity</th>\n",
              "      <th>inscriptions</th>\n",
              "      <th>insect</th>\n",
              "      <th>insectivores</th>\n",
              "      <th>insects</th>\n",
              "      <th>inside</th>\n",
              "      <th>insider</th>\n",
              "      <th>insomnia</th>\n",
              "      <th>inspection</th>\n",
              "      <th>inspector</th>\n",
              "      <th>inspiration</th>\n",
              "      <th>installation</th>\n",
              "      <th>installations</th>\n",
              "      <th>instant</th>\n",
              "      <th>institut</th>\n",
              "      <th>institute</th>\n",
              "      <th>institution</th>\n",
              "      <th>institutional</th>\n",
              "      <th>institutions</th>\n",
              "      <th>instruction</th>\n",
              "      <th>instrument</th>\n",
              "      <th>instrumental</th>\n",
              "      <th>instrumentation</th>\n",
              "      <th>instruments</th>\n",
              "      <th>insulin</th>\n",
              "      <th>insurance</th>\n",
              "      <th>insurgency</th>\n",
              "      <th>insurrection</th>\n",
              "      <th>intaglio</th>\n",
              "      <th>integrated</th>\n",
              "      <th>integration</th>\n",
              "      <th>integrity</th>\n",
              "      <th>intellect</th>\n",
              "      <th>intellectual</th>\n",
              "      <th>intellectuals</th>\n",
              "      <th>intelligence</th>\n",
              "      <th>intelligences</th>\n",
              "      <th>intelligent</th>\n",
              "      <th>intentionalism</th>\n",
              "      <th>intentionality</th>\n",
              "      <th>interaction</th>\n",
              "      <th>interactive</th>\n",
              "      <th>intercept</th>\n",
              "      <th>intercountry</th>\n",
              "      <th>intercourse</th>\n",
              "      <th>intercultural</th>\n",
              "      <th>interest</th>\n",
              "      <th>interests</th>\n",
              "      <th>interethnic</th>\n",
              "      <th>interfaces</th>\n",
              "      <th>interfaith</th>\n",
              "      <th>intergenerational</th>\n",
              "      <th>interior</th>\n",
              "      <th>interjections</th>\n",
              "      <th>intermarriage</th>\n",
              "      <th>intermediate</th>\n",
              "      <th>internal</th>\n",
              "      <th>international</th>\n",
              "      <th>internationale</th>\n",
              "      <th>internet</th>\n",
              "      <th>interns</th>\n",
              "      <th>internship</th>\n",
              "      <th>interpersonal</th>\n",
              "      <th>interplanetary</th>\n",
              "      <th>interpretation</th>\n",
              "      <th>interpretations</th>\n",
              "      <th>interpreters</th>\n",
              "      <th>interpreting</th>\n",
              "      <th>interracial</th>\n",
              "      <th>intersexuality</th>\n",
              "      <th>interstellar</th>\n",
              "      <th>intertidal</th>\n",
              "      <th>intervention</th>\n",
              "      <th>interviewing</th>\n",
              "      <th>interviews</th>\n",
              "      <th>intestines</th>\n",
              "      <th>intimacy</th>\n",
              "      <th>intolerance</th>\n",
              "      <th>intranets</th>\n",
              "      <th>introductions</th>\n",
              "      <th>introversion</th>\n",
              "      <th>intuition</th>\n",
              "      <th>inuhiko</th>\n",
              "      <th>inuit</th>\n",
              "      <th>invalids</th>\n",
              "      <th>invasion</th>\n",
              "      <th>invasions</th>\n",
              "      <th>invective</th>\n",
              "      <th>inventions</th>\n",
              "      <th>inventors</th>\n",
              "      <th>invertebrates</th>\n",
              "      <th>investigation</th>\n",
              "      <th>investigations</th>\n",
              "      <th>investigative</th>\n",
              "      <th>investigator</th>\n",
              "      <th>investigators</th>\n",
              "      <th>investment</th>\n",
              "      <th>investments</th>\n",
              "      <th>investors</th>\n",
              "      <th>invisibility</th>\n",
              "      <th>invisible</th>\n",
              "      <th>invitation</th>\n",
              "      <th>ionian</th>\n",
              "      <th>ionizing</th>\n",
              "      <th>iowa</th>\n",
              "      <th>ip</th>\n",
              "      <th>iphigenia</th>\n",
              "      <th>iran</th>\n",
              "      <th>iranian</th>\n",
              "      <th>iraq</th>\n",
              "      <th>iraqi</th>\n",
              "      <th>ireland</th>\n",
              "      <th>irena</th>\n",
              "      <th>irene</th>\n",
              "      <th>iris</th>\n",
              "      <th>irish</th>\n",
              "      <th>iron</th>\n",
              "      <th>ironwork</th>\n",
              "      <th>iroquois</th>\n",
              "      <th>irrigation</th>\n",
              "      <th>irritable</th>\n",
              "      <th>irving</th>\n",
              "      <th>isaac</th>\n",
              "      <th>isabel</th>\n",
              "      <th>isabella</th>\n",
              "      <th>isadora</th>\n",
              "      <th>isak</th>\n",
              "      <th>isaza</th>\n",
              "      <th>iseult</th>\n",
              "      <th>ishimoto</th>\n",
              "      <th>ishizaka</th>\n",
              "      <th>iskusstv</th>\n",
              "      <th>islam</th>\n",
              "      <th>islamic</th>\n",
              "      <th>island</th>\n",
              "      <th>islander</th>\n",
              "      <th>islands</th>\n",
              "      <th>islas</th>\n",
              "      <th>isle</th>\n",
              "      <th>isles</th>\n",
              "      <th>isleta</th>\n",
              "      <th>ismay</th>\n",
              "      <th>isola</th>\n",
              "      <th>isometric</th>\n",
              "      <th>isopoda</th>\n",
              "      <th>isoroku</th>\n",
              "      <th>israel</th>\n",
              "      <th>israeli</th>\n",
              "      <th>israelis</th>\n",
              "      <th>issa</th>\n",
              "      <th>issei</th>\n",
              "      <th>istanbul</th>\n",
              "      <th>italian</th>\n",
              "      <th>italiani</th>\n",
              "      <th>italians</th>\n",
              "      <th>italicus</th>\n",
              "      <th>italy</th>\n",
              "      <th>itard</th>\n",
              "      <th>itoi</th>\n",
              "      <th>itto</th>\n",
              "      <th>iv</th>\n",
              "      <th>ivan</th>\n",
              "      <th>ivanko</th>\n",
              "      <th>ivanovich</th>\n",
              "      <th>ivey</th>\n",
              "      <th>ivory</th>\n",
              "      <th>ivy</th>\n",
              "      <th>iwao</th>\n",
              "      <th>iwo</th>\n",
              "      <th>iyengar</th>\n",
              "      <th>izobrazitelnykh</th>\n",
              "      <th>j</th>\n",
              "      <th>jabba</th>\n",
              "      <th>jabbar</th>\n",
              "      <th>jabez</th>\n",
              "      <th>jack</th>\n",
              "      <th>jackets</th>\n",
              "      <th>jackie</th>\n",
              "      <th>jackson</th>\n",
              "      <th>jacksonville</th>\n",
              "      <th>jacob</th>\n",
              "      <th>jacobia</th>\n",
              "      <th>jacobite</th>\n",
              "      <th>jacobs</th>\n",
              "      <th>jacopo</th>\n",
              "      <th>jacqueline</th>\n",
              "      <th>jacques</th>\n",
              "      <th>jade</th>\n",
              "      <th>jaffa</th>\n",
              "      <th>jaguar</th>\n",
              "      <th>jahrling</th>\n",
              "      <th>jaime</th>\n",
              "      <th>jaine</th>\n",
              "      <th>jake</th>\n",
              "      <th>jakob</th>\n",
              "      <th>jalal</th>\n",
              "      <th>jalla</th>\n",
              "      <th>jamaica</th>\n",
              "      <th>jamaican</th>\n",
              "      <th>jamaicans</th>\n",
              "      <th>jamal</th>\n",
              "      <th>jamerson</th>\n",
              "      <th>james</th>\n",
              "      <th>jameson</th>\n",
              "      <th>jamestown</th>\n",
              "      <th>jamie</th>\n",
              "      <th>jamison</th>\n",
              "      <th>jamling</th>\n",
              "      <th>jammu</th>\n",
              "      <th>jan</th>\n",
              "      <th>jane</th>\n",
              "      <th>janeiro</th>\n",
              "      <th>janet</th>\n",
              "      <th>janeway</th>\n",
              "      <th>janice</th>\n",
              "      <th>janiero</th>\n",
              "      <th>janis</th>\n",
              "      <th>janitors</th>\n",
              "      <th>jansen</th>\n",
              "      <th>jansenists</th>\n",
              "      <th>january</th>\n",
              "      <th>japan</th>\n",
              "      <th>japanese</th>\n",
              "      <th>jara</th>\n",
              "      <th>jargon</th>\n",
              "      <th>jarry</th>\n",
              "      <th>jason</th>\n",
              "      <th>jasper</th>\n",
              "      <th>jatte</th>\n",
              "      <th>java</th>\n",
              "      <th>javanese</th>\n",
              "      <th>javascript</th>\n",
              "      <th>javaserver</th>\n",
              "      <th>jay</th>\n",
              "      <th>jazeera</th>\n",
              "      <th>jazz</th>\n",
              "      <th>jealousy</th>\n",
              "      <th>jean</th>\n",
              "      <th>jeanette</th>\n",
              "      <th>jeanne</th>\n",
              "      <th>jeb</th>\n",
              "      <th>jeeves</th>\n",
              "      <th>jeff</th>\n",
              "      <th>jeffers</th>\n",
              "      <th>jefferson</th>\n",
              "      <th>jeffrey</th>\n",
              "      <th>jeffries</th>\n",
              "      <th>jeffry</th>\n",
              "      <th>jemison</th>\n",
              "      <th>jenkins</th>\n",
              "      <th>jenks</th>\n",
              "      <th>jenna</th>\n",
              "      <th>jennifer</th>\n",
              "      <th>jenny</th>\n",
              "      <th>jensen</th>\n",
              "      <th>jeremiah</th>\n",
              "      <th>jeremy</th>\n",
              "      <th>jerri</th>\n",
              "      <th>jerry</th>\n",
              "      <th>jersey</th>\n",
              "      <th>jerusalem</th>\n",
              "      <th>jesse</th>\n",
              "      <th>jessica</th>\n",
              "      <th>jessie</th>\n",
              "      <th>jesters</th>\n",
              "      <th>jesuits</th>\n",
              "      <th>jesus</th>\n",
              "      <th>jet</th>\n",
              "      <th>jewel</th>\n",
              "      <th>jewelry</th>\n",
              "      <th>jewish</th>\n",
              "      <th>jewishness</th>\n",
              "      <th>jews</th>\n",
              "      <th>ji</th>\n",
              "      <th>jia</th>\n",
              "      <th>jiang</th>\n",
              "      <th>jiangsu</th>\n",
              "      <th>jicarilla</th>\n",
              "      <th>jigs</th>\n",
              "      <th>jihad</th>\n",
              "      <th>jill</th>\n",
              "      <th>jim</th>\n",
              "      <th>jima</th>\n",
              "      <th>jimi</th>\n",
              "      <th>jimmie</th>\n",
              "      <th>jimmy</th>\n",
              "      <th>jing</th>\n",
              "      <th>jinn</th>\n",
              "      <th>jitsu</th>\n",
              "      <th>jitterbug</th>\n",
              "      <th>jiu</th>\n",
              "      <th>jizah</th>\n",
              "      <th>jm</th>\n",
              "      <th>joan</th>\n",
              "      <th>joanna</th>\n",
              "      <th>joanne</th>\n",
              "      <th>joaquin</th>\n",
              "      <th>job</th>\n",
              "      <th>jobs</th>\n",
              "      <th>jockeys</th>\n",
              "      <th>joe</th>\n",
              "      <th>joel</th>\n",
              "      <th>jogging</th>\n",
              "      <th>johan</th>\n",
              "      <th>johann</th>\n",
              "      <th>johanna</th>\n",
              "      <th>johannes</th>\n",
              "      <th>john</th>\n",
              "      <th>johnnie</th>\n",
              "      <th>johnny</th>\n",
              "      <th>johnsbury</th>\n",
              "      <th>johnson</th>\n",
              "      <th>johnstown</th>\n",
              "      <th>joint</th>\n",
              "      <th>joints</th>\n",
              "      <th>jokes</th>\n",
              "      <th>jolson</th>\n",
              "      <th>jon</th>\n",
              "      <th>jonah</th>\n",
              "      <th>jonas</th>\n",
              "      <th>jonathan</th>\n",
              "      <th>jones</th>\n",
              "      <th>jonestown</th>\n",
              "      <th>jong</th>\n",
              "      <th>jongeward</th>\n",
              "      <th>joni</th>\n",
              "      <th>jonze</th>\n",
              "      <th>joplin</th>\n",
              "      <th>jordan</th>\n",
              "      <th>jorge</th>\n",
              "      <th>jos</th>\n",
              "      <th>joseph</th>\n",
              "      <th>josephine</th>\n",
              "      <th>josh</th>\n",
              "      <th>joshua</th>\n",
              "      <th>joslyn</th>\n",
              "      <th>journal</th>\n",
              "      <th>journalism</th>\n",
              "      <th>journalists</th>\n",
              "      <th>journeys</th>\n",
              "      <th>joy</th>\n",
              "      <th>joyce</th>\n",
              "      <th>jr</th>\n",
              "      <th>juan</th>\n",
              "      <th>juana</th>\n",
              "      <th>judah</th>\n",
              "      <th>judaism</th>\n",
              "      <th>judas</th>\n",
              "      <th>judges</th>\n",
              "      <th>judgment</th>\n",
              "      <th>judicial</th>\n",
              "      <th>judson</th>\n",
              "      <th>judy</th>\n",
              "      <th>jugend</th>\n",
              "      <th>jugglers</th>\n",
              "      <th>juices</th>\n",
              "      <th>jukeboxes</th>\n",
              "      <th>jules</th>\n",
              "      <th>julia</th>\n",
              "      <th>julie</th>\n",
              "      <th>juliet</th>\n",
              "      <th>julius</th>\n",
              "      <th>july</th>\n",
              "      <th>jumbo</th>\n",
              "      <th>jump</th>\n",
              "      <th>jumping</th>\n",
              "      <th>june</th>\n",
              "      <th>juneteenth</th>\n",
              "      <th>jung</th>\n",
              "      <th>jungian</th>\n",
              "      <th>jungle</th>\n",
              "      <th>jungles</th>\n",
              "      <th>junie</th>\n",
              "      <th>junior</th>\n",
              "      <th>junk</th>\n",
              "      <th>jurors</th>\n",
              "      <th>jury</th>\n",
              "      <th>justice</th>\n",
              "      <th>justin</th>\n",
              "      <th>justine</th>\n",
              "      <th>juvenil</th>\n",
              "      <th>juvenile</th>\n",
              "      <th>k</th>\n",
              "      <th>kabol</th>\n",
              "      <th>kabuki</th>\n",
              "      <th>kabul</th>\n",
              "      <th>kabupaten</th>\n",
              "      <th>kafka</th>\n",
              "      <th>kagoshima</th>\n",
              "      <th>kahlan</th>\n",
              "      <th>kahlo</th>\n",
              "      <th>kahn</th>\n",
              "      <th>kai</th>\n",
              "      <th>kaigun</th>\n",
              "      <th>kailas</th>\n",
              "      <th>kaitsev</th>\n",
              "      <th>kalacakra</th>\n",
              "      <th>kaleidoscopes</th>\n",
              "      <th>kaleil</th>\n",
              "      <th>kalevala</th>\n",
              "      <th>kali</th>\n",
              "      <th>kalik</th>\n",
              "      <th>kalimantan</th>\n",
              "      <th>kalman</th>\n",
              "      <th>kamchatka</th>\n",
              "      <th>kamen</th>\n",
              "      <th>kamenskaia</th>\n",
              "      <th>kamose</th>\n",
              "      <th>kan</th>\n",
              "      <th>kana</th>\n",
              "      <th>kananaskis</th>\n",
              "      <th>kangaroo</th>\n",
              "      <th>kangaroos</th>\n",
              "      <th>kangxi</th>\n",
              "      <th>kansas</th>\n",
              "      <th>kansuke</th>\n",
              "      <th>kaplan</th>\n",
              "      <th>kapuscinski</th>\n",
              "      <th>karaoke</th>\n",
              "      <th>karate</th>\n",
              "      <th>karbo</th>\n",
              "      <th>kareem</th>\n",
              "      <th>karelia</th>\n",
              "      <th>karen</th>\n",
              "      <th>karenina</th>\n",
              "      <th>karin</th>\n",
              "      <th>karl</th>\n",
              "      <th>karlheinz</th>\n",
              "      <th>karluk</th>\n",
              "      <th>karma</th>\n",
              "      <th>karp</th>\n",
              "      <th>karr</th>\n",
              "      <th>karras</th>\n",
              "      <th>karsh</th>\n",
              "      <th>kashmir</th>\n",
              "      <th>kassiane</th>\n",
              "      <th>kate</th>\n",
              "      <th>kates</th>\n",
              "      <th>katharine</th>\n",
              "      <th>katherine</th>\n",
              "      <th>kathleen</th>\n",
              "      <th>kathryn</th>\n",
              "      <th>katie</th>\n",
              "      <th>katsak</th>\n",
              "      <th>katy</th>\n",
              "      <th>katz</th>\n",
              "      <th>kauai</th>\n",
              "      <th>kaufman</th>\n",
              "      <th>kaukjak</th>\n",
              "      <th>kavanagh</th>\n",
              "      <th>kavanaugh</th>\n",
              "      <th>kawaguchi</th>\n",
              "      <th>kawai</th>\n",
              "      <th>kawanakajima</th>\n",
              "      <th>kay</th>\n",
              "      <th>kayak</th>\n",
              "      <th>kayaking</th>\n",
              "      <th>kayaks</th>\n",
              "      <th>kaysen</th>\n",
              "      <th>kazakhstan</th>\n",
              "      <th>kazakstan</th>\n",
              "      <th>keane</th>\n",
              "      <th>kearny</th>\n",
              "      <th>keaton</th>\n",
              "      <th>keats</th>\n",
              "      <th>keeling</th>\n",
              "      <th>keepers</th>\n",
              "      <th>kehret</th>\n",
              "      <th>keillor</th>\n",
              "      <th>keisuke</th>\n",
              "      <th>keller</th>\n",
              "      <th>kellogg</th>\n",
              "      <th>kells</th>\n",
              "      <th>kelly</th>\n",
              "      <th>kelp</th>\n",
              "      <th>kelps</th>\n",
              "      <th>kempe</th>\n",
              "      <th>ken</th>\n",
              "      <th>kenan</th>\n",
              "      <th>kennan</th>\n",
              "      <th>kennebec</th>\n",
              "      <th>kennedy</th>\n",
              "      <th>kenneth</th>\n",
              "      <th>kenobi</th>\n",
              "      <th>kenshin</th>\n",
              "      <th>kensington</th>\n",
              "      <th>kent</th>\n",
              "      <th>kente</th>\n",
              "      <th>kentucky</th>\n",
              "      <th>kenya</th>\n",
              "      <th>kenyon</th>\n",
              "      <th>kenzie</th>\n",
              "      <th>kephart</th>\n",
              "      <th>kerala</th>\n",
              "      <th>kerney</th>\n",
              "      <th>kerouac</th>\n",
              "      <th>kerr</th>\n",
              "      <th>kerry</th>\n",
              "      <th>kestrels</th>\n",
              "      <th>kevin</th>\n",
              "      <th>kevorkian</th>\n",
              "      <th>key</th>\n",
              "      <th>keyboard</th>\n",
              "      <th>keyboarding</th>\n",
              "      <th>keyes</th>\n",
              "      <th>keys</th>\n",
              "      <th>keyword</th>\n",
              "      <th>khalq</th>\n",
              "      <th>khassan</th>\n",
              "      <th>khmer</th>\n",
              "      <th>khmers</th>\n",
              "      <th>khoa</th>\n",
              "      <th>khomeini</th>\n",
              "      <th>khrushchev</th>\n",
              "      <th>khuddakanikaya</th>\n",
              "      <th>kibbutzim</th>\n",
              "      <th>kickboxing</th>\n",
              "      <th>kid</th>\n",
              "      <th>kidd</th>\n",
              "      <th>kidnapping</th>\n",
              "      <th>kids</th>\n",
              "      <th>kiel</th>\n",
              "      <th>kielburger</th>\n",
              "      <th>kierkegaard</th>\n",
              "      <th>kiharu</th>\n",
              "      <th>kiko</th>\n",
              "      <th>kikuyu</th>\n",
              "      <th>kilauea</th>\n",
              "      <th>kilbourn</th>\n",
              "      <th>kilham</th>\n",
              "      <th>kilimanjaro</th>\n",
              "      <th>kilkenny</th>\n",
              "      <th>killed</th>\n",
              "      <th>killer</th>\n",
              "      <th>killings</th>\n",
              "      <th>kim</th>\n",
              "      <th>kimberley</th>\n",
              "      <th>kimes</th>\n",
              "      <th>kimonos</th>\n",
              "      <th>kincaid</th>\n",
              "      <th>kindergarten</th>\n",
              "      <th>kindness</th>\n",
              "      <th>kinesiology</th>\n",
              "      <th>kinetics</th>\n",
              "      <th>king</th>\n",
              "      <th>kingdom</th>\n",
              "      <th>kingdoms</th>\n",
              "      <th>kings</th>\n",
              "      <th>kingsley</th>\n",
              "      <th>kingston</th>\n",
              "      <th>kinison</th>\n",
              "      <th>kinkade</th>\n",
              "      <th>kinoshita</th>\n",
              "      <th>kinsella</th>\n",
              "      <th>kinsey</th>\n",
              "      <th>kinship</th>\n",
              "      <th>kinski</th>\n",
              "      <th>kipper</th>\n",
              "      <th>kira</th>\n",
              "      <th>kiribati</th>\n",
              "      <th>kirk</th>\n",
              "      <th>kirkpatrick</th>\n",
              "      <th>kirsten</th>\n",
              "      <th>kishu</th>\n",
              "      <th>kiss</th>\n",
              "      <th>kissing</th>\n",
              "      <th>kissinger</th>\n",
              "      <th>kit</th>\n",
              "      <th>kitaj</th>\n",
              "      <th>kitchen</th>\n",
              "      <th>kitchens</th>\n",
              "      <th>kites</th>\n",
              "      <th>kitsch</th>\n",
              "      <th>kittens</th>\n",
              "      <th>kivirist</th>\n",
              "      <th>klamer</th>\n",
              "      <th>klan</th>\n",
              "      <th>klaus</th>\n",
              "      <th>klee</th>\n",
              "      <th>klezmer</th>\n",
              "      <th>klimt</th>\n",
              "      <th>klondike</th>\n",
              "      <th>klux</th>\n",
              "      <th>knapp</th>\n",
              "      <th>knee</th>\n",
              "      <th>knight</th>\n",
              "      <th>knighthood</th>\n",
              "      <th>knights</th>\n",
              "      <th>knit</th>\n",
              "      <th>knitting</th>\n",
              "      <th>knives</th>\n",
              "      <th>knock</th>\n",
              "      <th>knolls</th>\n",
              "      <th>knot</th>\n",
              "      <th>knott</th>\n",
              "      <th>knotts</th>\n",
              "      <th>knowableness</th>\n",
              "      <th>knowledge</th>\n",
              "      <th>knoxville</th>\n",
              "      <th>knud</th>\n",
              "      <th>knut</th>\n",
              "      <th>koala</th>\n",
              "      <th>kobayashi</th>\n",
              "      <th>kobe</th>\n",
              "      <th>koff</th>\n",
              "      <th>koh</th>\n",
              "      <th>koko</th>\n",
              "      <th>kolb</th>\n",
              "      <th>kolkata</th>\n",
              "      <th>kombucha</th>\n",
              "      <th>komisar</th>\n",
              "      <th>kong</th>\n",
              "      <th>konik</th>\n",
              "      <th>konso</th>\n",
              "      <th>koo</th>\n",
              "      <th>kooning</th>\n",
              "      <th>koran</th>\n",
              "      <th>korbel</th>\n",
              "      <th>korda</th>\n",
              "      <th>korea</th>\n",
              "      <th>korean</th>\n",
              "      <th>korematsu</th>\n",
              "      <th>koresh</th>\n",
              "      <th>korotych</th>\n",
              "      <th>kosovo</th>\n",
              "      <th>krakauer</th>\n",
              "      <th>krasner</th>\n",
              "      <th>kraychik</th>\n",
              "      <th>kristalinskaia</th>\n",
              "      <th>kristin</th>\n",
              "      <th>krogstad</th>\n",
              "      <th>krynn</th>\n",
              "      <th>krzywicka</th>\n",
              "      <th>ku</th>\n",
              "      <th>kuan</th>\n",
              "      <th>kuki</th>\n",
              "      <th>kuklinski</th>\n",
              "      <th>kumar</th>\n",
              "      <th>kumin</th>\n",
              "      <th>kundalini</th>\n",
              "      <th>kundera</th>\n",
              "      <th>kung</th>\n",
              "      <th>kunhardt</th>\n",
              "      <th>kuo</th>\n",
              "      <th>kurdistan</th>\n",
              "      <th>kurds</th>\n",
              "      <th>kurmaskie</th>\n",
              "      <th>kurosawa</th>\n",
              "      <th>kurt</th>\n",
              "      <th>kush</th>\n",
              "      <th>kusz</th>\n",
              "      <th>kuwait</th>\n",
              "      <th>kwakiutl</th>\n",
              "      <th>kwanzaa</th>\n",
              "      <th>kwon</th>\n",
              "      <th>ky</th>\n",
              "      <th>kyles</th>\n",
              "      <th>kyogen</th>\n",
              "      <th>kyoto</th>\n",
              "      <th>kyrgyzstan</th>\n",
              "      <th>kzin</th>\n",
              "      <th>l</th>\n",
              "      <th>la</th>\n",
              "      <th>labette</th>\n",
              "      <th>labor</th>\n",
              "      <th>laboratory</th>\n",
              "      <th>laborers</th>\n",
              "      <th>labour</th>\n",
              "      <th>labours</th>\n",
              "      <th>labrador</th>\n",
              "      <th>labyrinths</th>\n",
              "      <th>lac</th>\n",
              "      <th>lace</th>\n",
              "      <th>lacey</th>\n",
              "      <th>laci</th>\n",
              "      <th>lacquer</th>\n",
              "      <th>lacquering</th>\n",
              "      <th>lacrosse</th>\n",
              "      <th>lactose</th>\n",
              "      <th>ladakh</th>\n",
              "      <th>laden</th>\n",
              "      <th>ladies</th>\n",
              "      <th>lady</th>\n",
              "      <th>ladybugs</th>\n",
              "      <th>lafayette</th>\n",
              "      <th>lager</th>\n",
              "      <th>lagoon</th>\n",
              "      <th>lagos</th>\n",
              "      <th>lai</th>\n",
              "      <th>lake</th>\n",
              "      <th>lakes</th>\n",
              "      <th>lama</th>\n",
              "      <th>lamas</th>\n",
              "      <th>lamb</th>\n",
              "      <th>lambert</th>\n",
              "      <th>lamberton</th>\n",
              "      <th>lamborghini</th>\n",
              "      <th>lambs</th>\n",
              "      <th>lamentations</th>\n",
              "      <th>lamerino</th>\n",
              "      <th>lamps</th>\n",
              "      <th>lampshades</th>\n",
              "      <th>lancashire</th>\n",
              "      <th>lancaster</th>\n",
              "      <th>lance</th>\n",
              "      <th>lancelot</th>\n",
              "      <th>land</th>\n",
              "      <th>landa</th>\n",
              "      <th>lander</th>\n",
              "      <th>landes</th>\n",
              "      <th>landforms</th>\n",
              "      <th>landlord</th>\n",
              "      <th>landmarks</th>\n",
              "      <th>landowners</th>\n",
              "      <th>landowska</th>\n",
              "      <th>lands</th>\n",
              "      <th>landscape</th>\n",
              "      <th>landscapes</th>\n",
              "      <th>landscaping</th>\n",
              "      <th>landy</th>\n",
              "      <th>langdon</th>\n",
              "      <th>lange</th>\n",
              "      <th>langslow</th>\n",
              "      <th>langston</th>\n",
              "      <th>langtry</th>\n",
              "      <th>language</th>\n",
              "      <th>languages</th>\n",
              "      <th>languedoc</th>\n",
              "      <th>languedoe</th>\n",
              "      <th>lanka</th>\n",
              "      <th>lankan</th>\n",
              "      <th>lans</th>\n",
              "      <th>lantern</th>\n",
              "      <th>lanterns</th>\n",
              "      <th>lao</th>\n",
              "      <th>laos</th>\n",
              "      <th>laotian</th>\n",
              "      <th>laozi</th>\n",
              "      <th>lapse</th>\n",
              "      <th>lara</th>\n",
              "      <th>larceny</th>\n",
              "      <th>larch</th>\n",
              "      <th>larchmont</th>\n",
              "      <th>large</th>\n",
              "      <th>largemouth</th>\n",
              "      <th>largo</th>\n",
              "      <th>larkin</th>\n",
              "      <th>laroche</th>\n",
              "      <th>larose</th>\n",
              "      <th>larry</th>\n",
              "      <th>larson</th>\n",
              "      <th>larue</th>\n",
              "      <th>las</th>\n",
              "      <th>last</th>\n",
              "      <th>latchkey</th>\n",
              "      <th>late</th>\n",
              "      <th>later</th>\n",
              "      <th>lateral</th>\n",
              "      <th>lathe</th>\n",
              "      <th>lathes</th>\n",
              "      <th>lathrop</th>\n",
              "      <th>latin</th>\n",
              "      <th>latina</th>\n",
              "      <th>latter</th>\n",
              "      <th>latterly</th>\n",
              "      <th>latymer</th>\n",
              "      <th>lauck</th>\n",
              "      <th>laudamus</th>\n",
              "      <th>lauderdale</th>\n",
              "      <th>laughter</th>\n",
              "      <th>laundering</th>\n",
              "      <th>laundresses</th>\n",
              "      <th>laundries</th>\n",
              "      <th>laundry</th>\n",
              "      <th>laura</th>\n",
              "      <th>laurance</th>\n",
              "      <th>lauren</th>\n",
              "      <th>laurence</th>\n",
              "      <th>laurent</th>\n",
              "      <th>laurie</th>\n",
              "      <th>lauritz</th>\n",
              "      <th>lauro</th>\n",
              "      <th>lautrec</th>\n",
              "      <th>lava</th>\n",
              "      <th>law</th>\n",
              "      <th>lawes</th>\n",
              "      <th>lawford</th>\n",
              "      <th>lawick</th>\n",
              "      <th>lawns</th>\n",
              "      <th>lawrence</th>\n",
              "      <th>laws</th>\n",
              "      <th>lawyers</th>\n",
              "      <th>laying</th>\n",
              "      <th>layout</th>\n",
              "      <th>lazarus</th>\n",
              "      <th>laziness</th>\n",
              "      <th>ldap</th>\n",
              "      <th>le</th>\n",
              "      <th>leader</th>\n",
              "      <th>leaders</th>\n",
              "      <th>leadership</th>\n",
              "      <th>leading</th>\n",
              "      <th>leadville</th>\n",
              "      <th>league</th>\n",
              "      <th>leagues</th>\n",
              "      <th>leaning</th>\n",
              "      <th>leann</th>\n",
              "      <th>leanness</th>\n",
              "      <th>leaphorn</th>\n",
              "      <th>learned</th>\n",
              "      <th>learning</th>\n",
              "      <th>least</th>\n",
              "      <th>leatherwork</th>\n",
              "      <th>leavenworth</th>\n",
              "      <th>leaves</th>\n",
              "      <th>lebanese</th>\n",
              "      <th>lebanon</th>\n",
              "      <th>lecter</th>\n",
              "      <th>lederer</th>\n",
              "      <th>ledoux</th>\n",
              "      <th>leduc</th>\n",
              "      <th>lee</th>\n",
              "      <th>leech</th>\n",
              "      <th>leeds</th>\n",
              "      <th>left</th>\n",
              "      <th>leg</th>\n",
              "      <th>legal</th>\n",
              "      <th>legalization</th>\n",
              "      <th>legendary</th>\n",
              "      <th>legends</th>\n",
              "      <th>legislation</th>\n",
              "      <th>legislators</th>\n",
              "      <th>lego</th>\n",
              "      <th>leia</th>\n",
              "      <th>leibovitz</th>\n",
              "      <th>leica</th>\n",
              "      <th>leicester</th>\n",
              "      <th>leila</th>\n",
              "      <th>leisure</th>\n",
              "      <th>lemon</th>\n",
              "      <th>lemonade</th>\n",
              "      <th>lemons</th>\n",
              "      <th>lena</th>\n",
              "      <th>lenard</th>\n",
              "      <th>lending</th>\n",
              "      <th>lengle</th>\n",
              "      <th>leni</th>\n",
              "      <th>lenina</th>\n",
              "      <th>lennard</th>\n",
              "      <th>lennart</th>\n",
              "      <th>lennertz</th>\n",
              "      <th>lennon</th>\n",
              "      <th>leo</th>\n",
              "      <th>leon</th>\n",
              "      <th>leonard</th>\n",
              "      <th>leonardo</th>\n",
              "      <th>leone</th>\n",
              "      <th>leonidas</th>\n",
              "      <th>leonidovich</th>\n",
              "      <th>leonowens</th>\n",
              "      <th>leontyne</th>\n",
              "      <th>leopard</th>\n",
              "      <th>leopold</th>\n",
              "      <th>lepidoptera</th>\n",
              "      <th>leprechauns</th>\n",
              "      <th>leprosy</th>\n",
              "      <th>lequeu</th>\n",
              "      <th>lerner</th>\n",
              "      <th>leroux</th>\n",
              "      <th>les</th>\n",
              "      <th>lesbian</th>\n",
              "      <th>lesbianism</th>\n",
              "      <th>lesbians</th>\n",
              "      <th>leslie</th>\n",
              "      <th>lestat</th>\n",
              "      <th>letter</th>\n",
              "      <th>letterheads</th>\n",
              "      <th>lettering</th>\n",
              "      <th>letterman</th>\n",
              "      <th>letterpress</th>\n",
              "      <th>letters</th>\n",
              "      <th>leukemia</th>\n",
              "      <th>level</th>\n",
              "      <th>levellers</th>\n",
              "      <th>levels</th>\n",
              "      <th>levertov</th>\n",
              "      <th>levy</th>\n",
              "      <th>lew</th>\n",
              "      <th>lewin</th>\n",
              "      <th>lewis</th>\n",
              "      <th>lexicography</th>\n",
              "      <th>lexington</th>\n",
              "      <th>lez</th>\n",
              "      <th>li</th>\n",
              "      <th>lia</th>\n",
              "      <th>liability</th>\n",
              "      <th>liaden</th>\n",
              "      <th>liane</th>\n",
              "      <th>liang</th>\n",
              "      <th>libel</th>\n",
              "      <th>liberace</th>\n",
              "      <th>liberalism</th>\n",
              "      <th>liberation</th>\n",
              "      <th>liberia</th>\n",
              "      <th>liberties</th>\n",
              "      <th>liberty</th>\n",
              "      <th>librarians</th>\n",
              "      <th>libraries</th>\n",
              "      <th>library</th>\n",
              "      <th>librettists</th>\n",
              "      <th>librettos</th>\n",
              "      <th>libya</th>\n",
              "      <th>lica</th>\n",
              "      <th>lice</th>\n",
              "      <th>licenses</th>\n",
              "      <th>lichens</th>\n",
              "      <th>lichtenstein</th>\n",
              "      <th>lieberman</th>\n",
              "      <th>liem</th>\n",
              "      <th>lieutenant</th>\n",
              "      <th>life</th>\n",
              "      <th>lifeguards</th>\n",
              "      <th>lifesaving</th>\n",
              "      <th>lifestyle</th>\n",
              "      <th>lifestyles</th>\n",
              "      <th>liftin</th>\n",
              "      <th>lifting</th>\n",
              "      <th>light</th>\n",
              "      <th>lightfoot</th>\n",
              "      <th>lighthouse</th>\n",
              "      <th>lighthouses</th>\n",
              "      <th>lighting</th>\n",
              "      <th>lightning</th>\n",
              "      <th>lights</th>\n",
              "      <th>like</th>\n",
              "      <th>likouala</th>\n",
              "      <th>lillard</th>\n",
              "      <th>lilley</th>\n",
              "      <th>lillian</th>\n",
              "      <th>lillie</th>\n",
              "      <th>lilly</th>\n",
              "      <th>lily</th>\n",
              "      <th>lima</th>\n",
              "      <th>limerick</th>\n",
              "      <th>limits</th>\n",
              "      <th>limoges</th>\n",
              "      <th>limulus</th>\n",
              "      <th>lin</th>\n",
              "      <th>lincarnation</th>\n",
              "      <th>lincoln</th>\n",
              "      <th>linda</th>\n",
              "      <th>lindbergh</th>\n",
              "      <th>lindenii</th>\n",
              "      <th>lindley</th>\n",
              "      <th>lindsay</th>\n",
              "      <th>lindy</th>\n",
              "      <th>line</th>\n",
              "      <th>linear</th>\n",
              "      <th>linens</th>\n",
              "      <th>liners</th>\n",
              "      <th>lines</th>\n",
              "      <th>ling</th>\n",
              "      <th>lingerie</th>\n",
              "      <th>linguistics</th>\n",
              "      <th>linguists</th>\n",
              "      <th>linings</th>\n",
              "      <th>linn</th>\n",
              "      <th>lino</th>\n",
              "      <th>linux</th>\n",
              "      <th>lion</th>\n",
              "      <th>lions</th>\n",
              "      <th>lipstadt</th>\n",
              "      <th>liquefied</th>\n",
              "      <th>liqueurs</th>\n",
              "      <th>liquids</th>\n",
              "      <th>liquors</th>\n",
              "      <th>lisa</th>\n",
              "      <th>lisle</th>\n",
              "      <th>lisson</th>\n",
              "      <th>listening</th>\n",
              "      <th>lists</th>\n",
              "      <th>liszt</th>\n",
              "      <th>literacy</th>\n",
              "      <th>literary</th>\n",
              "      <th>literates</th>\n",
              "      <th>literatura</th>\n",
              "      <th>literature</th>\n",
              "      <th>litertature</th>\n",
              "      <th>lithuania</th>\n",
              "      <th>litigation</th>\n",
              "      <th>litigations</th>\n",
              "      <th>littell</th>\n",
              "      <th>litter</th>\n",
              "      <th>little</th>\n",
              "      <th>littleton</th>\n",
              "      <th>liturgical</th>\n",
              "      <th>liturgies</th>\n",
              "      <th>liturgy</th>\n",
              "      <th>liu</th>\n",
              "      <th>live</th>\n",
              "      <th>liver</th>\n",
              "      <th>liverpool</th>\n",
              "      <th>liverworts</th>\n",
              "      <th>lives</th>\n",
              "      <th>livestock</th>\n",
              "      <th>living</th>\n",
              "      <th>livingstone</th>\n",
              "      <th>livornese</th>\n",
              "      <th>liysa</th>\n",
              "      <th>liz</th>\n",
              "      <th>lizards</th>\n",
              "      <th>lizzie</th>\n",
              "      <th>llama</th>\n",
              "      <th>llamas</th>\n",
              "      <th>llanos</th>\n",
              "      <th>llave</th>\n",
              "      <th>ller</th>\n",
              "      <th>llewellyn</th>\n",
              "      <th>llosa</th>\n",
              "      <th>lloyd</th>\n",
              "      <th>loans</th>\n",
              "      <th>loaves</th>\n",
              "      <th>lobbying</th>\n",
              "      <th>lobbyists</th>\n",
              "      <th>lobe</th>\n",
              "      <th>lobotomy</th>\n",
              "      <th>lobster</th>\n",
              "      <th>lobsters</th>\n",
              "      <th>local</th>\n",
              "      <th>localization</th>\n",
              "      <th>location</th>\n",
              "      <th>loch</th>\n",
              "      <th>lockouts</th>\n",
              "      <th>locksmithing</th>\n",
              "      <th>locomotion</th>\n",
              "      <th>locomotives</th>\n",
              "      <th>lodges</th>\n",
              "      <th>loeil</th>\n",
              "      <th>log</th>\n",
              "      <th>loggers</th>\n",
              "      <th>logging</th>\n",
              "      <th>logic</th>\n",
              "      <th>logos</th>\n",
              "      <th>logotherapy</th>\n",
              "      <th>loire</th>\n",
              "      <th>lois</th>\n",
              "      <th>lombard</th>\n",
              "      <th>lombok</th>\n",
              "      <th>london</th>\n",
              "      <th>loneliness</th>\n",
              "      <th>long</th>\n",
              "      <th>longcase</th>\n",
              "      <th>longevity</th>\n",
              "      <th>longfellow</th>\n",
              "      <th>longitude</th>\n",
              "      <th>longitudinal</th>\n",
              "      <th>longstocking</th>\n",
              "      <th>longwood</th>\n",
              "      <th>loomis</th>\n",
              "      <th>looms</th>\n",
              "      <th>loons</th>\n",
              "      <th>loop</th>\n",
              "      <th>lop</th>\n",
              "      <th>lopate</th>\n",
              "      <th>lope</th>\n",
              "      <th>lopez</th>\n",
              "      <th>lord</th>\n",
              "      <th>lords</th>\n",
              "      <th>lorenzo</th>\n",
              "      <th>lori</th>\n",
              "      <th>lorna</th>\n",
              "      <th>los</th>\n",
              "      <th>loseby</th>\n",
              "      <th>losing</th>\n",
              "      <th>loss</th>\n",
              "      <th>lost</th>\n",
              "      <th>lotus</th>\n",
              "      <th>lou</th>\n",
              "      <th>louie</th>\n",
              "      <th>louis</th>\n",
              "      <th>louisa</th>\n",
              "      <th>louise</th>\n",
              "      <th>louisiana</th>\n",
              "      <th>louisville</th>\n",
              "      <th>loung</th>\n",
              "      <th>lourdes</th>\n",
              "      <th>louverture</th>\n",
              "      <th>louvre</th>\n",
              "      <th>love</th>\n",
              "      <th>lovebirds</th>\n",
              "      <th>lovecraft</th>\n",
              "      <th>lovejoy</th>\n",
              "      <th>lover</th>\n",
              "      <th>loves</th>\n",
              "      <th>lovett</th>\n",
              "      <th>loving</th>\n",
              "      <th>low</th>\n",
              "      <th>lowell</th>\n",
              "      <th>lowenthal</th>\n",
              "      <th>lower</th>\n",
              "      <th>lowerre</th>\n",
              "      <th>lowthian</th>\n",
              "      <th>loyalists</th>\n",
              "      <th>loyalty</th>\n",
              "      <th>loyola</th>\n",
              "      <th>lsd</th>\n",
              "      <th>lt</th>\n",
              "      <th>ltd</th>\n",
              "      <th>luc</th>\n",
              "      <th>luca</th>\n",
              "      <th>lucas</th>\n",
              "      <th>lucerne</th>\n",
              "      <th>luci</th>\n",
              "      <th>lucia</th>\n",
              "      <th>lucian</th>\n",
              "      <th>luciano</th>\n",
              "      <th>lucien</th>\n",
              "      <th>lucille</th>\n",
              "      <th>lucius</th>\n",
              "      <th>luck</th>\n",
              "      <th>lucky</th>\n",
              "      <th>lucrezia</th>\n",
              "      <th>lucy</th>\n",
              "      <th>ludlam</th>\n",
              "      <th>ludlow</th>\n",
              "      <th>ludwig</th>\n",
              "      <th>luis</th>\n",
              "      <th>luisa</th>\n",
              "      <th>luke</th>\n",
              "      <th>lullabies</th>\n",
              "      <th>lumber</th>\n",
              "      <th>lunar</th>\n",
              "      <th>lunceford</th>\n",
              "      <th>lunchbox</th>\n",
              "      <th>lunchboxes</th>\n",
              "      <th>lungs</th>\n",
              "      <th>lupe</th>\n",
              "      <th>lupin</th>\n",
              "      <th>lures</th>\n",
              "      <th>lurie</th>\n",
              "      <th>lusitania</th>\n",
              "      <th>lusseyran</th>\n",
              "      <th>lust</th>\n",
              "      <th>lute</th>\n",
              "      <th>luther</th>\n",
              "      <th>luxury</th>\n",
              "      <th>ly</th>\n",
              "      <th>lydia</th>\n",
              "      <th>lyme</th>\n",
              "      <th>lymphatics</th>\n",
              "      <th>lynch</th>\n",
              "      <th>lynching</th>\n",
              "      <th>lyndon</th>\n",
              "      <th>lynley</th>\n",
              "      <th>lynne</th>\n",
              "      <th>lynx</th>\n",
              "      <th>lyon</th>\n",
              "      <th>lyra</th>\n",
              "      <th>lyricists</th>\n",
              "      <th>lytton</th>\n",
              "      <th>maasai</th>\n",
              "      <th>mac</th>\n",
              "      <th>macao</th>\n",
              "      <th>macarthur</th>\n",
              "      <th>macau</th>\n",
              "      <th>macbeth</th>\n",
              "      <th>maccool</th>\n",
              "      <th>maccumhaill</th>\n",
              "      <th>macdonald</th>\n",
              "      <th>macedonia</th>\n",
              "      <th>macedonian</th>\n",
              "      <th>machado</th>\n",
              "      <th>machiavelli</th>\n",
              "      <th>machiavellianism</th>\n",
              "      <th>machine</th>\n",
              "      <th>machinery</th>\n",
              "      <th>machines</th>\n",
              "      <th>machismo</th>\n",
              "      <th>machu</th>\n",
              "      <th>macintosh</th>\n",
              "      <th>mackay</th>\n",
              "      <th>mackenzie</th>\n",
              "      <th>mackie</th>\n",
              "      <th>maclaine</th>\n",
              "      <th>macmillan</th>\n",
              "      <th>macondo</th>\n",
              "      <th>macpherson</th>\n",
              "      <th>macrobiotic</th>\n",
              "      <th>madagascar</th>\n",
              "      <th>madam</th>\n",
              "      <th>madame</th>\n",
              "      <th>made</th>\n",
              "      <th>madeleine</th>\n",
              "      <th>madeline</th>\n",
              "      <th>madhyamika</th>\n",
              "      <th>madigan</th>\n",
              "      <th>madison</th>\n",
              "      <th>madog</th>\n",
              "      <th>madres</th>\n",
              "      <th>madriani</th>\n",
              "      <th>madrid</th>\n",
              "      <th>madrigals</th>\n",
              "      <th>mads</th>\n",
              "      <th>madsen</th>\n",
              "      <th>mae</th>\n",
              "      <th>mafia</th>\n",
              "      <th>magalh</th>\n",
              "      <th>magazine</th>\n",
              "      <th>magda</th>\n",
              "      <th>magdalena</th>\n",
              "      <th>magdalene</th>\n",
              "      <th>magee</th>\n",
              "      <th>magellanic</th>\n",
              "      <th>maggie</th>\n",
              "      <th>maggiore</th>\n",
              "      <th>maggody</th>\n",
              "      <th>magic</th>\n",
              "      <th>magicians</th>\n",
              "      <th>magistral</th>\n",
              "      <th>magna</th>\n",
              "      <th>magnesium</th>\n",
              "      <th>magnetic</th>\n",
              "      <th>magnetism</th>\n",
              "      <th>magnetotherapy</th>\n",
              "      <th>magnets</th>\n",
              "      <th>magnificat</th>\n",
              "      <th>magnificent</th>\n",
              "      <th>magnifying</th>\n",
              "      <th>magnuson</th>\n",
              "      <th>magritte</th>\n",
              "      <th>mah</th>\n",
              "      <th>mahalia</th>\n",
              "      <th>mahamudra</th>\n",
              "      <th>mahatma</th>\n",
              "      <th>mahayana</th>\n",
              "      <th>mahdi</th>\n",
              "      <th>mahdia</th>\n",
              "      <th>mahdism</th>\n",
              "      <th>mahfuz</th>\n",
              "      <th>mahler</th>\n",
              "      <th>mahlsdorf</th>\n",
              "      <th>mahoney</th>\n",
              "      <th>maigret</th>\n",
              "      <th>maiia</th>\n",
              "      <th>mail</th>\n",
              "      <th>main</th>\n",
              "      <th>maine</th>\n",
              "      <th>mainstreaming</th>\n",
              "      <th>maintenance</th>\n",
              "      <th>maisy</th>\n",
              "      <th>major</th>\n",
              "      <th>makah</th>\n",
              "      <th>makanya</th>\n",
              "      <th>make</th>\n",
              "      <th>makers</th>\n",
              "      <th>makeup</th>\n",
              "      <th>making</th>\n",
              "      <th>malabar</th>\n",
              "      <th>malagasy</th>\n",
              "      <th>malapropisms</th>\n",
              "      <th>malaya</th>\n",
              "      <th>malaysia</th>\n",
              "      <th>malcolm</th>\n",
              "      <th>maldives</th>\n",
              "      <th>male</th>\n",
              "      <th>mali</th>\n",
              "      <th>malicious</th>\n",
              "      <th>malingering</th>\n",
              "      <th>mall</th>\n",
              "      <th>mallahan</th>\n",
              "      <th>mallorea</th>\n",
              "      <th>mallory</th>\n",
              "      <th>mallowan</th>\n",
              "      <th>malloy</th>\n",
              "      <th>malls</th>\n",
              "      <th>malory</th>\n",
              "      <th>malta</th>\n",
              "      <th>maltese</th>\n",
              "      <th>mam</th>\n",
              "      <th>mambo</th>\n",
              "      <th>mambos</th>\n",
              "      <th>mamie</th>\n",
              "      <th>mammals</th>\n",
              "      <th>mammoth</th>\n",
              "      <th>mammoths</th>\n",
              "      <th>man</th>\n",
              "      <th>managemen</th>\n",
              "      <th>management</th>\n",
              "      <th>managerial</th>\n",
              "      <th>managers</th>\n",
              "      <th>managing</th>\n",
              "      <th>manatees</th>\n",
              "      <th>mancha</th>\n",
              "      <th>manchester</th>\n",
              "      <th>manchurian</th>\n",
              "      <th>mandala</th>\n",
              "      <th>mandalay</th>\n",
              "      <th>mandarin</th>\n",
              "      <th>mandela</th>\n",
              "      <th>mandelshtam</th>\n",
              "      <th>mandingo</th>\n",
              "      <th>mandolin</th>\n",
              "      <th>mandolins</th>\n",
              "      <th>mandy</th>\n",
              "      <th>manet</th>\n",
              "      <th>mangin</th>\n",
              "      <th>mangrove</th>\n",
              "      <th>manhattan</th>\n",
              "      <th>manheimer</th>\n",
              "      <th>manhunter</th>\n",
              "      <th>mania</th>\n",
              "      <th>manic</th>\n",
              "      <th>manila</th>\n",
              "      <th>manipulative</th>\n",
              "      <th>manitoba</th>\n",
              "      <th>mann</th>\n",
              "      <th>mannequins</th>\n",
              "      <th>manners</th>\n",
              "      <th>manning</th>\n",
              "      <th>manolo</th>\n",
              "      <th>manpower</th>\n",
              "      <th>mansion</th>\n",
              "      <th>mansions</th>\n",
              "      <th>manson</th>\n",
              "      <th>mantel</th>\n",
              "      <th>mantis</th>\n",
              "      <th>manu</th>\n",
              "      <th>manual</th>\n",
              "      <th>manuals</th>\n",
              "      <th>manuel</th>\n",
              "      <th>manufacture</th>\n",
              "      <th>manufacturing</th>\n",
              "      <th>manuscripts</th>\n",
              "      <th>manzanar</th>\n",
              "      <th>mao</th>\n",
              "      <th>maori</th>\n",
              "      <th>map</th>\n",
              "      <th>maple</th>\n",
              "      <th>mapp</th>\n",
              "      <th>maps</th>\n",
              "      <th>maratha</th>\n",
              "      <th>marathon</th>\n",
              "      <th>marbling</th>\n",
              "      <th>marc</th>\n",
              "      <th>marcel</th>\n",
              "      <th>march</th>\n",
              "      <th>marches</th>\n",
              "      <th>marchese</th>\n",
              "      <th>marching</th>\n",
              "      <th>marcia</th>\n",
              "      <th>marco</th>\n",
              "      <th>marconi</th>\n",
              "      <th>marcos</th>\n",
              "      <th>marcus</th>\n",
              "      <th>margaret</th>\n",
              "      <th>margery</th>\n",
              "      <th>marginality</th>\n",
              "      <th>margolin</th>\n",
              "      <th>marguerite</th>\n",
              "      <th>maria</th>\n",
              "      <th>marian</th>\n",
              "      <th>mariani</th>\n",
              "      <th>marianne</th>\n",
              "      <th>marie</th>\n",
              "      <th>marijuana</th>\n",
              "      <th>marilyn</th>\n",
              "      <th>marimba</th>\n",
              "      <th>marimbas</th>\n",
              "      <th>marina</th>\n",
              "      <th>marinades</th>\n",
              "      <th>marinas</th>\n",
              "      <th>marine</th>\n",
              "      <th>mariners</th>\n",
              "      <th>marines</th>\n",
              "      <th>mario</th>\n",
              "      <th>marion</th>\n",
              "      <th>marital</th>\n",
              "      <th>mark</th>\n",
              "      <th>markby</th>\n",
              "      <th>market</th>\n",
              "      <th>marketing</th>\n",
              "      <th>markets</th>\n",
              "      <th>markham</th>\n",
              "      <th>marking</th>\n",
              "      <th>markova</th>\n",
              "      <th>marks</th>\n",
              "      <th>markup</th>\n",
              "      <th>marla</th>\n",
              "      <th>marlena</th>\n",
              "      <th>marlene</th>\n",
              "      <th>marley</th>\n",
              "      <th>marlon</th>\n",
              "      <th>marlowe</th>\n",
              "      <th>maron</th>\n",
              "      <th>marple</th>\n",
              "      <th>marples</th>\n",
              "      <th>marquis</th>\n",
              "      <th>marriage</th>\n",
              "      <th>marriages</th>\n",
              "      <th>married</th>\n",
              "      <th>marrow</th>\n",
              "      <th>mars</th>\n",
              "      <th>marsden</th>\n",
              "      <th>marsh</th>\n",
              "      <th>marshal</th>\n",
              "      <th>marshall</th>\n",
              "      <th>marshals</th>\n",
              "      <th>marshburn</th>\n",
              "      <th>marshes</th>\n",
              "      <th>marsupials</th>\n",
              "      <th>mart</th>\n",
              "      <th>martha</th>\n",
              "      <th>marthas</th>\n",
              "      <th>martial</th>\n",
              "      <th>martian</th>\n",
              "      <th>martians</th>\n",
              "      <th>martin</th>\n",
              "      <th>martinelli</th>\n",
              "      <th>martinique</th>\n",
              "      <th>martinis</th>\n",
              "      <th>martyrs</th>\n",
              "      <th>marvell</th>\n",
              "      <th>marvin</th>\n",
              "      <th>marx</th>\n",
              "      <th>mary</th>\n",
              "      <th>marya</th>\n",
              "      <th>maryland</th>\n",
              "      <th>masao</th>\n",
              "      <th>masculinity</th>\n",
              "      <th>mashpee</th>\n",
              "      <th>masjid</th>\n",
              "      <th>mask</th>\n",
              "      <th>masks</th>\n",
              "      <th>maslow</th>\n",
              "      <th>mason</th>\n",
              "      <th>masonic</th>\n",
              "      <th>masonry</th>\n",
              "      <th>mass</th>\n",
              "      <th>massachusetts</th>\n",
              "      <th>massacre</th>\n",
              "      <th>massacres</th>\n",
              "      <th>massage</th>\n",
              "      <th>masses</th>\n",
              "      <th>master</th>\n",
              "      <th>masterpiece</th>\n",
              "      <th>masters</th>\n",
              "      <th>matarenga</th>\n",
              "      <th>matches</th>\n",
              "      <th>matchmakers</th>\n",
              "      <th>mate</th>\n",
              "      <th>mater</th>\n",
              "      <th>materia</th>\n",
              "      <th>material</th>\n",
              "      <th>materialism</th>\n",
              "      <th>materials</th>\n",
              "      <th>maternal</th>\n",
              "      <th>mates</th>\n",
              "      <th>math</th>\n",
              "      <th>mathematical</th>\n",
              "      <th>mathematicians</th>\n",
              "      <th>mathematics</th>\n",
              "      <th>mathilde</th>\n",
              "      <th>mathison</th>\n",
              "      <th>matilda</th>\n",
              "      <th>matisse</th>\n",
              "      <th>matriarch</th>\n",
              "      <th>matriarchy</th>\n",
              "      <th>matsuo</th>\n",
              "      <th>matsushita</th>\n",
              "      <th>matt</th>\n",
              "      <th>matta</th>\n",
              "      <th>matter</th>\n",
              "      <th>matth</th>\n",
              "      <th>matthew</th>\n",
              "      <th>matthews</th>\n",
              "      <th>maturation</th>\n",
              "      <th>maturin</th>\n",
              "      <th>mau</th>\n",
              "      <th>maugham</th>\n",
              "      <th>maui</th>\n",
              "      <th>maul</th>\n",
              "      <th>maulana</th>\n",
              "      <th>maureen</th>\n",
              "      <th>maurice</th>\n",
              "      <th>mauritian</th>\n",
              "      <th>mauritius</th>\n",
              "      <th>maurits</th>\n",
              "      <th>mawson</th>\n",
              "      <th>max</th>\n",
              "      <th>maximilien</th>\n",
              "      <th>maxims</th>\n",
              "      <th>maxine</th>\n",
              "      <th>maxwell</th>\n",
              "      <th>may</th>\n",
              "      <th>maya</th>\n",
              "      <th>mayas</th>\n",
              "      <th>mayes</th>\n",
              "      <th>mayfair</th>\n",
              "      <th>mayflower</th>\n",
              "      <th>mayle</th>\n",
              "      <th>mayo</th>\n",
              "      <th>mayors</th>\n",
              "      <th>mazda</th>\n",
              "      <th>maze</th>\n",
              "      <th>mazed</th>\n",
              "      <th>mazepa</th>\n",
              "      <th>mazes</th>\n",
              "      <th>mbembe</th>\n",
              "      <th>mcaliskey</th>\n",
              "      <th>mcallester</th>\n",
              "      <th>mccaffrey</th>\n",
              "      <th>mccain</th>\n",
              "      <th>mccallie</th>\n",
              "      <th>mccandless</th>\n",
              "      <th>mccarthy</th>\n",
              "      <th>mccone</th>\n",
              "      <th>mccormack</th>\n",
              "      <th>mccourt</th>\n",
              "      <th>mccracken</th>\n",
              "      <th>mcdonald</th>\n",
              "      <th>mcdonnell</th>\n",
              "      <th>mcduck</th>\n",
              "      <th>mcewan</th>\n",
              "      <th>mcgarr</th>\n",
              "      <th>mcgee</th>\n",
              "      <th>mcgeough</th>\n",
              "      <th>mcgrail</th>\n",
              "      <th>mcguire</th>\n",
              "      <th>mckenna</th>\n",
              "      <th>mckinley</th>\n",
              "      <th>mckinney</th>\n",
              "      <th>mcknight</th>\n",
              "      <th>mclanahan</th>\n",
              "      <th>mclaughlin</th>\n",
              "      <th>mcnally</th>\n",
              "      <th>mcnames</th>\n",
              "      <th>mcneill</th>\n",
              "      <th>mcnulty</th>\n",
              "      <th>mcqueen</th>\n",
              "      <th>mctavish</th>\n",
              "      <th>mcvicar</th>\n",
              "      <th>md</th>\n",
              "      <th>mead</th>\n",
              "      <th>meadow</th>\n",
              "      <th>meaning</th>\n",
              "      <th>means</th>\n",
              "      <th>measles</th>\n",
              "      <th>measured</th>\n",
              "      <th>measurement</th>\n",
              "      <th>measurements</th>\n",
              "      <th>measures</th>\n",
              "      <th>meat</th>\n",
              "      <th>mecca</th>\n",
              "      <th>mechanical</th>\n",
              "      <th>mechanics</th>\n",
              "      <th>mechanized</th>\n",
              "      <th>mecums</th>\n",
              "      <th>medal</th>\n",
              "      <th>medell</th>\n",
              "      <th>media</th>\n",
              "      <th>mediation</th>\n",
              "      <th>medica</th>\n",
              "      <th>medical</th>\n",
              "      <th>medicare</th>\n",
              "      <th>medication</th>\n",
              "      <th>medici</th>\n",
              "      <th>medicinal</th>\n",
              "      <th>medicine</th>\n",
              "      <th>medieval</th>\n",
              "      <th>medievalism</th>\n",
              "      <th>medievalists</th>\n",
              "      <th>meditation</th>\n",
              "      <th>meditations</th>\n",
              "      <th>mediterranean</th>\n",
              "      <th>medium</th>\n",
              "      <th>mediums</th>\n",
              "      <th>medusa</th>\n",
              "      <th>medved</th>\n",
              "      <th>meek</th>\n",
              "      <th>meerkat</th>\n",
              "      <th>meetings</th>\n",
              "      <th>meg</th>\n",
              "      <th>megalithic</th>\n",
              "      <th>meiji</th>\n",
              "      <th>meili</th>\n",
              "      <th>meir</th>\n",
              "      <th>mekong</th>\n",
              "      <th>mekranoti</th>\n",
              "      <th>melanie</th>\n",
              "      <th>melanoma</th>\n",
              "      <th>melba</th>\n",
              "      <th>melbourne</th>\n",
              "      <th>melchior</th>\n",
              "      <th>melinda</th>\n",
              "      <th>melize</th>\n",
              "      <th>melodramas</th>\n",
              "      <th>melody</th>\n",
              "      <th>melville</th>\n",
              "      <th>members</th>\n",
              "      <th>membership</th>\n",
              "      <th>memetics</th>\n",
              "      <th>memmo</th>\n",
              "      <th>memoirs</th>\n",
              "      <th>memorial</th>\n",
              "      <th>memorials</th>\n",
              "      <th>memory</th>\n",
              "      <th>memphis</th>\n",
              "      <th>men</th>\n",
              "      <th>mencken</th>\n",
              "      <th>mendels</th>\n",
              "      <th>mendelssohn</th>\n",
              "      <th>mendocino</th>\n",
              "      <th>mennonites</th>\n",
              "      <th>menopause</th>\n",
              "      <th>mens</th>\n",
              "      <th>menstruation</th>\n",
              "      <th>mensuration</th>\n",
              "      <th>mental</th>\n",
              "      <th>mentally</th>\n",
              "      <th>mentoring</th>\n",
              "      <th>menus</th>\n",
              "      <th>mercer</th>\n",
              "      <th>merchandise</th>\n",
              "      <th>merchandising</th>\n",
              "      <th>merchant</th>\n",
              "      <th>mercury</th>\n",
              "      <th>meredith</th>\n",
              "      <th>merger</th>\n",
              "      <th>meriden</th>\n",
              "      <th>merit</th>\n",
              "      <th>meriwether</th>\n",
              "      <th>merlin</th>\n",
              "      <th>mermaid</th>\n",
              "      <th>mermaids</th>\n",
              "      <th>mermen</th>\n",
              "      <th>merrill</th>\n",
              "      <th>merrily</th>\n",
              "      <th>merritt</th>\n",
              "      <th>merry</th>\n",
              "      <th>merton</th>\n",
              "      <th>meru</th>\n",
              "      <th>merv</th>\n",
              "      <th>mesa</th>\n",
              "      <th>meserve</th>\n",
              "      <th>mesmerists</th>\n",
              "      <th>messages</th>\n",
              "      <th>messaging</th>\n",
              "      <th>messengers</th>\n",
              "      <th>messiaen</th>\n",
              "      <th>messiah</th>\n",
              "      <th>messiahship</th>\n",
              "      <th>messner</th>\n",
              "      <th>metabolism</th>\n",
              "      <th>metafrast</th>\n",
              "      <th>metal</th>\n",
              "      <th>metallurgy</th>\n",
              "      <th>metals</th>\n",
              "      <th>metamathematics</th>\n",
              "      <th>metamorphosis</th>\n",
              "      <th>metaphor</th>\n",
              "      <th>metaphysics</th>\n",
              "      <th>metellus</th>\n",
              "      <th>meteorites</th>\n",
              "      <th>meteorologists</th>\n",
              "      <th>meteorology</th>\n",
              "      <th>meteors</th>\n",
              "      <th>meter</th>\n",
              "      <th>methamphetamine</th>\n",
              "      <th>method</th>\n",
              "      <th>methodist</th>\n",
              "      <th>methodology</th>\n",
              "      <th>methods</th>\n",
              "      <th>methylphenidate</th>\n",
              "      <th>metropolitan</th>\n",
              "      <th>mets</th>\n",
              "      <th>meuron</th>\n",
              "      <th>mexican</th>\n",
              "      <th>mexico</th>\n",
              "      <th>mexquitic</th>\n",
              "      <th>meyer</th>\n",
              "      <th>meyuhadim</th>\n",
              "      <th>mga</th>\n",
              "      <th>mgb</th>\n",
              "      <th>miami</th>\n",
              "      <th>miata</th>\n",
              "      <th>mice</th>\n",
              "      <th>mich</th>\n",
              "      <th>michael</th>\n",
              "      <th>michel</th>\n",
              "      <th>michelangelo</th>\n",
              "      <th>michelle</th>\n",
              "      <th>michener</th>\n",
              "      <th>michigan</th>\n",
              "      <th>michoac</th>\n",
              "      <th>mickey</th>\n",
              "      <th>microbiologists</th>\n",
              "      <th>microbiology</th>\n",
              "      <th>microcomputers</th>\n",
              "      <th>micronesia</th>\n",
              "      <th>micronesian</th>\n",
              "      <th>microorganisms</th>\n",
              "      <th>microphotography</th>\n",
              "      <th>microscopes</th>\n",
              "      <th>microscopy</th>\n",
              "      <th>microsoft</th>\n",
              "      <th>miction</th>\n",
              "      <th>middle</th>\n",
              "      <th>midlands</th>\n",
              "      <th>midlife</th>\n",
              "      <th>midnight</th>\n",
              "      <th>midsummer</th>\n",
              "      <th>midway</th>\n",
              "      <th>midwifery</th>\n",
              "      <th>midwives</th>\n",
              "      <th>miep</th>\n",
              "      <th>mies</th>\n",
              "      <th>migael</th>\n",
              "      <th>mignola</th>\n",
              "      <th>migraine</th>\n",
              "      <th>migrant</th>\n",
              "      <th>migration</th>\n",
              "      <th>migrations</th>\n",
              "      <th>miguel</th>\n",
              "      <th>miho</th>\n",
              "      <th>mike</th>\n",
              "      <th>mikhail</th>\n",
              "      <th>milan</th>\n",
              "      <th>milani</th>\n",
              "      <th>miles</th>\n",
              "      <th>milhous</th>\n",
              "      <th>militarism</th>\n",
              "      <th>military</th>\n",
              "      <th>militias</th>\n",
              "      <th>milk</th>\n",
              "      <th>milking</th>\n",
              "      <th>milky</th>\n",
              "      <th>mill</th>\n",
              "      <th>millay</th>\n",
              "      <th>millennialism</th>\n",
              "      <th>millennium</th>\n",
              "      <th>miller</th>\n",
              "      <th>millers</th>\n",
              "      <th>millhone</th>\n",
              "      <th>milligan</th>\n",
              "      <th>millinery</th>\n",
              "      <th>milling</th>\n",
              "      <th>million</th>\n",
              "      <th>millionaires</th>\n",
              "      <th>millipedes</th>\n",
              "      <th>millman</th>\n",
              "      <th>mills</th>\n",
              "      <th>milly</th>\n",
              "      <th>milne</th>\n",
              "      <th>milo</th>\n",
              "      <th>milosz</th>\n",
              "      <th>mime</th>\n",
              "      <th>mimes</th>\n",
              "      <th>mimesis</th>\n",
              "      <th>mimicry</th>\n",
              "      <th>minarik</th>\n",
              "      <th>minatoya</th>\n",
              "      <th>mincemeat</th>\n",
              "      <th>mind</th>\n",
              "      <th>mine</th>\n",
              "      <th>mined</th>\n",
              "      <th>miner</th>\n",
              "      <th>mineral</th>\n",
              "      <th>mineralogy</th>\n",
              "      <th>minerals</th>\n",
              "      <th>miners</th>\n",
              "      <th>minerva</th>\n",
              "      <th>mines</th>\n",
              "      <th>ming</th>\n",
              "      <th>mingus</th>\n",
              "      <th>minh</th>\n",
              "      <th>mini</th>\n",
              "      <th>miniature</th>\n",
              "      <th>minimal</th>\n",
              "      <th>minimalist</th>\n",
              "      <th>mining</th>\n",
              "      <th>minister</th>\n",
              "      <th>ministerial</th>\n",
              "      <th>ministers</th>\n",
              "      <th>minn</th>\n",
              "      <th>minneapolis</th>\n",
              "      <th>minnesota</th>\n",
              "      <th>minnie</th>\n",
              "      <th>minoan</th>\n",
              "      <th>minoans</th>\n",
              "      <th>minogue</th>\n",
              "      <th>minorities</th>\n",
              "      <th>minority</th>\n",
              "      <th>minoru</th>\n",
              "      <th>mint</th>\n",
              "      <th>minuets</th>\n",
              "      <th>minyan</th>\n",
              "      <th>mir</th>\n",
              "      <th>mirabito</th>\n",
              "      <th>miracles</th>\n",
              "      <th>miranda</th>\n",
              "      <th>miriam</th>\n",
              "      <th>mirrors</th>\n",
              "      <th>miscarriage</th>\n",
              "      <th>miscellanea</th>\n",
              "      <th>mischief</th>\n",
              "      <th>miscommunication</th>\n",
              "      <th>misconduct</th>\n",
              "      <th>mishima</th>\n",
              "      <th>miss</th>\n",
              "      <th>missile</th>\n",
              "      <th>missiles</th>\n",
              "      <th>missing</th>\n",
              "      <th>mission</th>\n",
              "      <th>missionaries</th>\n",
              "      <th>missions</th>\n",
              "      <th>mississippi</th>\n",
              "      <th>missoula</th>\n",
              "      <th>missouri</th>\n",
              "      <th>mistaken</th>\n",
              "      <th>mister</th>\n",
              "      <th>mistresses</th>\n",
              "      <th>mitch</th>\n",
              "      <th>mitchell</th>\n",
              "      <th>mitchum</th>\n",
              "      <th>mitford</th>\n",
              "      <th>mithgar</th>\n",
              "      <th>mitsubishi</th>\n",
              "      <th>mitsuro</th>\n",
              "      <th>mittens</th>\n",
              "      <th>mitzvah</th>\n",
              "      <th>miura</th>\n",
              "      <th>mixed</th>\n",
              "      <th>mixers</th>\n",
              "      <th>mixquic</th>\n",
              "      <th>mixtures</th>\n",
              "      <th>miya</th>\n",
              "      <th>miyake</th>\n",
              "      <th>miyamoto</th>\n",
              "      <th>mkor</th>\n",
              "      <th>mm</th>\n",
              "      <th>mnemonics</th>\n",
              "      <th>mo</th>\n",
              "      <th>moab</th>\n",
              "      <th>mobile</th>\n",
              "      <th>mobs</th>\n",
              "      <th>modeling</th>\n",
              "      <th>modelmaking</th>\n",
              "      <th>models</th>\n",
              "      <th>modern</th>\n",
              "      <th>modernism</th>\n",
              "      <th>modernist</th>\n",
              "      <th>modernized</th>\n",
              "      <th>modesto</th>\n",
              "      <th>modification</th>\n",
              "      <th>modified</th>\n",
              "      <th>modiin</th>\n",
              "      <th>moffat</th>\n",
              "      <th>moffett</th>\n",
              "      <th>mogul</th>\n",
              "      <th>mohammad</th>\n",
              "      <th>mohawk</th>\n",
              "      <th>mohegan</th>\n",
              "      <th>mojave</th>\n",
              "      <th>mokele</th>\n",
              "      <th>mokichi</th>\n",
              "      <th>molding</th>\n",
              "      <th>molds</th>\n",
              "      <th>mole</th>\n",
              "      <th>molecular</th>\n",
              "      <th>moles</th>\n",
              "      <th>molesters</th>\n",
              "      <th>moli</th>\n",
              "      <th>molina</th>\n",
              "      <th>moller</th>\n",
              "      <th>mollusks</th>\n",
              "      <th>molly</th>\n",
              "      <th>molnar</th>\n",
              "      <th>molokai</th>\n",
              "      <th>momoyama</th>\n",
              "      <th>monaco</th>\n",
              "      <th>monaghan</th>\n",
              "      <th>monarch</th>\n",
              "      <th>monarchy</th>\n",
              "      <th>monasteries</th>\n",
              "      <th>monastic</th>\n",
              "      <th>monasticism</th>\n",
              "      <th>monastyr</th>\n",
              "      <th>monet</th>\n",
              "      <th>monetary</th>\n",
              "      <th>money</th>\n",
              "      <th>moneymaking</th>\n",
              "      <th>mongkut</th>\n",
              "      <th>mongolia</th>\n",
              "      <th>mongolian</th>\n",
              "      <th>mongols</th>\n",
              "      <th>mongooses</th>\n",
              "      <th>monica</th>\n",
              "      <th>monk</th>\n",
              "      <th>monkeys</th>\n",
              "      <th>monks</th>\n",
              "      <th>monmouth</th>\n",
              "      <th>monologues</th>\n",
              "      <th>monolouges</th>\n",
              "      <th>monorail</th>\n",
              "      <th>monroe</th>\n",
              "      <th>monsey</th>\n",
              "      <th>monsieur</th>\n",
              "      <th>monsoons</th>\n",
              "      <th>monster</th>\n",
              "      <th>monsters</th>\n",
              "      <th>mont</th>\n",
              "      <th>montagu</th>\n",
              "      <th>montana</th>\n",
              "      <th>montecchio</th>\n",
              "      <th>montel</th>\n",
              "      <th>montenegro</th>\n",
              "      <th>monterey</th>\n",
              "      <th>montero</th>\n",
              "      <th>montessori</th>\n",
              "      <th>montgomery</th>\n",
              "      <th>months</th>\n",
              "      <th>montlake</th>\n",
              "      <th>montpelier</th>\n",
              "      <th>montrsic</th>\n",
              "      <th>monument</th>\n",
              "      <th>monuments</th>\n",
              "      <th>mood</th>\n",
              "      <th>moody</th>\n",
              "      <th>moon</th>\n",
              "      <th>moore</th>\n",
              "      <th>moose</th>\n",
              "      <th>moosewood</th>\n",
              "      <th>moral</th>\n",
              "      <th>morale</th>\n",
              "      <th>moravia</th>\n",
              "      <th>mordred</th>\n",
              "      <th>morelos</th>\n",
              "      <th>morenci</th>\n",
              "      <th>morgan</th>\n",
              "      <th>morgenthau</th>\n",
              "      <th>mori</th>\n",
              "      <th>morihei</th>\n",
              "      <th>morin</th>\n",
              "      <th>morisot</th>\n",
              "      <th>moritz</th>\n",
              "      <th>mormon</th>\n",
              "      <th>mormons</th>\n",
              "      <th>morning</th>\n",
              "      <th>morningstar</th>\n",
              "      <th>moroccan</th>\n",
              "      <th>morocco</th>\n",
              "      <th>morphogenesis</th>\n",
              "      <th>morphology</th>\n",
              "      <th>morris</th>\n",
              "      <th>morrison</th>\n",
              "      <th>morrow</th>\n",
              "      <th>morse</th>\n",
              "      <th>mortality</th>\n",
              "      <th>mortgage</th>\n",
              "      <th>mortgages</th>\n",
              "      <th>morton</th>\n",
              "      <th>mortuos</th>\n",
              "      <th>mosad</th>\n",
              "      <th>mosaddeq</th>\n",
              "      <th>mosaics</th>\n",
              "      <th>mosby</th>\n",
              "      <th>moscow</th>\n",
              "      <th>moses</th>\n",
              "      <th>moskowitz</th>\n",
              "      <th>mosley</th>\n",
              "      <th>mosques</th>\n",
              "      <th>mosquito</th>\n",
              "      <th>motels</th>\n",
              "      <th>motets</th>\n",
              "      <th>mother</th>\n",
              "      <th>motherhood</th>\n",
              "      <th>motherless</th>\n",
              "      <th>mothers</th>\n",
              "      <th>moths</th>\n",
              "      <th>motion</th>\n",
              "      <th>motivation</th>\n",
              "      <th>motivational</th>\n",
              "      <th>motives</th>\n",
              "      <th>motor</th>\n",
              "      <th>motorboats</th>\n",
              "      <th>motorcycle</th>\n",
              "      <th>motorcycles</th>\n",
              "      <th>motorcycling</th>\n",
              "      <th>motorcyclists</th>\n",
              "      <th>motors</th>\n",
              "      <th>motown</th>\n",
              "      <th>motta</th>\n",
              "      <th>moulin</th>\n",
              "      <th>mound</th>\n",
              "      <th>mount</th>\n",
              "      <th>mountain</th>\n",
              "      <th>mountaineering</th>\n",
              "      <th>mountaineers</th>\n",
              "      <th>mountains</th>\n",
              "      <th>mounted</th>\n",
              "      <th>mounting</th>\n",
              "      <th>mourning</th>\n",
              "      <th>mouse</th>\n",
              "      <th>mouth</th>\n",
              "      <th>movable</th>\n",
              "      <th>moveable</th>\n",
              "      <th>movement</th>\n",
              "      <th>movements</th>\n",
              "      <th>movie</th>\n",
              "      <th>movies</th>\n",
              "      <th>moving</th>\n",
              "      <th>mowat</th>\n",
              "      <th>mozart</th>\n",
              "      <th>mpongwe</th>\n",
              "      <th>mrs</th>\n",
              "      <th>ms</th>\n",
              "      <th>mt</th>\n",
              "      <th>mtsho</th>\n",
              "      <th>mtv</th>\n",
              "      <th>mu</th>\n",
              "      <th>mud</th>\n",
              "      <th>mudflows</th>\n",
              "      <th>mudgett</th>\n",
              "      <th>mudras</th>\n",
              "      <th>muerte</th>\n",
              "      <th>muffins</th>\n",
              "      <th>mugabe</th>\n",
              "      <th>muggeridge</th>\n",
              "      <th>muhammad</th>\n",
              "      <th>muir</th>\n",
              "      <th>mujahidin</th>\n",
              "      <th>mukhtar</th>\n",
              "      <th>mulan</th>\n",
              "      <th>mulberry</th>\n",
              "      <th>mulching</th>\n",
              "      <th>mulheisen</th>\n",
              "      <th>mulligan</th>\n",
              "      <th>multicultural</th>\n",
              "      <th>multiculturalism</th>\n",
              "      <th>multilevel</th>\n",
              "      <th>multimedia</th>\n",
              "      <th>multiple</th>\n",
              "      <th>multiplication</th>\n",
              "      <th>mumbai</th>\n",
              "      <th>mumia</th>\n",
              "      <th>mummies</th>\n",
              "      <th>munazzamat</th>\n",
              "      <th>munich</th>\n",
              "      <th>municipal</th>\n",
              "      <th>muppets</th>\n",
              "      <th>mural</th>\n",
              "      <th>murder</th>\n",
              "      <th>murderers</th>\n",
              "      <th>murderes</th>\n",
              "      <th>murders</th>\n",
              "      <th>murdoch</th>\n",
              "      <th>murie</th>\n",
              "      <th>muriel</th>\n",
              "      <th>murmansk</th>\n",
              "      <th>murnau</th>\n",
              "      <th>murphy</th>\n",
              "      <th>murray</th>\n",
              "      <th>mus</th>\n",
              "      <th>musashi</th>\n",
              "      <th>muscle</th>\n",
              "      <th>muscles</th>\n",
              "      <th>muscular</th>\n",
              "      <th>musculoskeletal</th>\n",
              "      <th>muse</th>\n",
              "      <th>museum</th>\n",
              "      <th>museums</th>\n",
              "      <th>mushers</th>\n",
              "      <th>mushroom</th>\n",
              "      <th>mushrooms</th>\n",
              "      <th>music</th>\n",
              "      <th>musical</th>\n",
              "      <th>musicals</th>\n",
              "      <th>musici</th>\n",
              "      <th>musicians</th>\n",
              "      <th>musicologists</th>\n",
              "      <th>musique</th>\n",
              "      <th>muskrat</th>\n",
              "      <th>muslim</th>\n",
              "      <th>muslims</th>\n",
              "      <th>mussolini</th>\n",
              "      <th>mustaches</th>\n",
              "      <th>mustang</th>\n",
              "      <th>mutant</th>\n",
              "      <th>mutation</th>\n",
              "      <th>mutilation</th>\n",
              "      <th>mutiny</th>\n",
              "      <th>mutism</th>\n",
              "      <th>mutual</th>\n",
              "      <th>muzei</th>\n",
              "      <th>myers</th>\n",
              "      <th>myocardial</th>\n",
              "      <th>myofascial</th>\n",
              "      <th>myriapoda</th>\n",
              "      <th>myriapods</th>\n",
              "      <th>myrick</th>\n",
              "      <th>myron</th>\n",
              "      <th>mystery</th>\n",
              "      <th>mysticism</th>\n",
              "      <th>mystics</th>\n",
              "      <th>mystifications</th>\n",
              "      <th>myth</th>\n",
              "      <th>mythical</th>\n",
              "      <th>mythologists</th>\n",
              "      <th>mythology</th>\n",
              "      <th>myths</th>\n",
              "      <th>n</th>\n",
              "      <th>nabhan</th>\n",
              "      <th>nag</th>\n",
              "      <th>nagasaki</th>\n",
              "      <th>nagatsuka</th>\n",
              "      <th>nagle</th>\n",
              "      <th>nahcotta</th>\n",
              "      <th>nahman</th>\n",
              "      <th>nahuatl</th>\n",
              "      <th>nailling</th>\n",
              "      <th>naipaul</th>\n",
              "      <th>nairobi</th>\n",
              "      <th>najib</th>\n",
              "      <th>naka</th>\n",
              "      <th>nakajima</th>\n",
              "      <th>nakamura</th>\n",
              "      <th>nall</th>\n",
              "      <th>nam</th>\n",
              "      <th>namath</th>\n",
              "      <th>name</th>\n",
              "      <th>nameless</th>\n",
              "      <th>names</th>\n",
              "      <th>namib</th>\n",
              "      <th>namibia</th>\n",
              "      <th>namu</th>\n",
              "      <th>nan</th>\n",
              "      <th>nanbonkaha</th>\n",
              "      <th>nancy</th>\n",
              "      <th>nandor</th>\n",
              "      <th>nanga</th>\n",
              "      <th>nannies</th>\n",
              "      <th>nanook</th>\n",
              "      <th>nanotechnology</th>\n",
              "      <th>nanticoke</th>\n",
              "      <th>nantucket</th>\n",
              "      <th>naomi</th>\n",
              "      <th>napa</th>\n",
              "      <th>naples</th>\n",
              "      <th>napoleon</th>\n",
              "      <th>napoleonic</th>\n",
              "      <th>naps</th>\n",
              "      <th>narcissa</th>\n",
              "      <th>narcissism</th>\n",
              "      <th>narcissistic</th>\n",
              "      <th>narcolepsy</th>\n",
              "      <th>narcotic</th>\n",
              "      <th>narcotics</th>\n",
              "      <th>nari</th>\n",
              "      <th>narnia</th>\n",
              "      <th>narrative</th>\n",
              "      <th>narratives</th>\n",
              "      <th>narrow</th>\n",
              "      <th>narvik</th>\n",
              "      <th>nascar</th>\n",
              "      <th>nascimento</th>\n",
              "      <th>nasdijj</th>\n",
              "      <th>nash</th>\n",
              "      <th>nashua</th>\n",
              "      <th>nashville</th>\n",
              "      <th>nassau</th>\n",
              "      <th>nat</th>\n",
              "      <th>natalie</th>\n",
              "      <th>natchez</th>\n",
              "      <th>nate</th>\n",
              "      <th>nathalie</th>\n",
              "      <th>nathan</th>\n",
              "      <th>nathaniel</th>\n",
              "      <th>nation</th>\n",
              "      <th>national</th>\n",
              "      <th>nationalbibliothek</th>\n",
              "      <th>nationalism</th>\n",
              "      <th>nationalists</th>\n",
              "      <th>nationality</th>\n",
              "      <th>nationalsozialistische</th>\n",
              "      <th>nations</th>\n",
              "      <th>native</th>\n",
              "      <th>nativism</th>\n",
              "      <th>nativity</th>\n",
              "      <th>nattvardsg</th>\n",
              "      <th>natty</th>\n",
              "      <th>natural</th>\n",
              "      <th>naturalists</th>\n",
              "      <th>naturalization</th>\n",
              "      <th>nature</th>\n",
              "      <th>naturopathy</th>\n",
              "      <th>naturtalization</th>\n",
              "      <th>nausicaa</th>\n",
              "      <th>navajo</th>\n",
              "      <th>naval</th>\n",
              "      <th>navarre</th>\n",
              "      <th>navel</th>\n",
              "      <th>navies</th>\n",
              "      <th>navigation</th>\n",
              "      <th>navigators</th>\n",
              "      <th>navy</th>\n",
              "      <th>nazi</th>\n",
              "      <th>nazis</th>\n",
              "      <th>naznacheniia</th>\n",
              "      <th>nberg</th>\n",
              "      <th>nchen</th>\n",
              "      <th>nd</th>\n",
              "      <th>ndez</th>\n",
              "      <th>ne</th>\n",
              "      <th>neal</th>\n",
              "      <th>neale</th>\n",
              "      <th>neanderthals</th>\n",
              "      <th>near</th>\n",
              "      <th>neb</th>\n",
              "      <th>nebraska</th>\n",
              "      <th>nebulae</th>\n",
              "      <th>neck</th>\n",
              "      <th>necklaces</th>\n",
              "      <th>ned</th>\n",
              "      <th>nederlandsche</th>\n",
              "      <th>needlework</th>\n",
              "      <th>neel</th>\n",
              "      <th>negotiation</th>\n",
              "      <th>negotiations</th>\n",
              "      <th>negro</th>\n",
              "      <th>neighborhood</th>\n",
              "      <th>neighborhoods</th>\n",
              "      <th>neighborliness</th>\n",
              "      <th>neighbors</th>\n",
              "      <th>neil</th>\n",
              "      <th>nell</th>\n",
              "      <th>nellie</th>\n",
              "      <th>nelson</th>\n",
              "      <th>nemo</th>\n",
              "      <th>neo</th>\n",
              "      <th>neoclassicism</th>\n",
              "      <th>neolithic</th>\n",
              "      <th>neoplatonism</th>\n",
              "      <th>nepal</th>\n",
              "      <th>nepalese</th>\n",
              "      <th>nepali</th>\n",
              "      <th>nero</th>\n",
              "      <th>neruda</th>\n",
              "      <th>nerves</th>\n",
              "      <th>nervosa</th>\n",
              "      <th>nervous</th>\n",
              "      <th>ness</th>\n",
              "      <th>nest</th>\n",
              "      <th>nestleton</th>\n",
              "      <th>net</th>\n",
              "      <th>netherlands</th>\n",
              "      <th>network</th>\n",
              "      <th>networks</th>\n",
              "      <th>neulander</th>\n",
              "      <th>neurobiology</th>\n",
              "      <th>neurolinguistic</th>\n",
              "      <th>neurologists</th>\n",
              "      <th>neurology</th>\n",
              "      <th>neuropathies</th>\n",
              "      <th>neurophysiology</th>\n",
              "      <th>neuropsychology</th>\n",
              "      <th>neuroscience</th>\n",
              "      <th>neurosciences</th>\n",
              "      <th>neuroses</th>\n",
              "      <th>neurosurgeons</th>\n",
              "      <th>neutrality</th>\n",
              "      <th>neutrinos</th>\n",
              "      <th>neutron</th>\n",
              "      <th>nev</th>\n",
              "      <th>nevada</th>\n",
              "      <th>never</th>\n",
              "      <th>neville</th>\n",
              "      <th>new</th>\n",
              "      <th>newark</th>\n",
              "      <th>newbery</th>\n",
              "      <th>newborn</th>\n",
              "      <th>newby</th>\n",
              "      <th>newcastle</th>\n",
              "      <th>newfoundland</th>\n",
              "      <th>newman</th>\n",
              "      <th>newport</th>\n",
              "      <th>news</th>\n",
              "      <th>newsletter</th>\n",
              "      <th>newsletters</th>\n",
              "      <th>newspaper</th>\n",
              "      <th>newspapers</th>\n",
              "      <th>newsprint</th>\n",
              "      <th>newsreels</th>\n",
              "      <th>newton</th>\n",
              "      <th>newtons</th>\n",
              "      <th>next</th>\n",
              "      <th>nez</th>\n",
              "      <th>ng</th>\n",
              "      <th>nghia</th>\n",
              "      <th>ngorongoro</th>\n",
              "      <th>nguez</th>\n",
              "      <th>nguyen</th>\n",
              "      <th>nh</th>\n",
              "      <th>ni</th>\n",
              "      <th>niagara</th>\n",
              "      <th>nibelungen</th>\n",
              "      <th>nibley</th>\n",
              "      <th>nicarag</th>\n",
              "      <th>nicaragua</th>\n",
              "      <th>nicci</th>\n",
              "      <th>niccolrn</th>\n",
              "      <th>nice</th>\n",
              "      <th>nicholas</th>\n",
              "      <th>nichols</th>\n",
              "      <th>nicholson</th>\n",
              "      <th>nick</th>\n",
              "      <th>nicknames</th>\n",
              "      <th>nicolai</th>\n",
              "      <th>nicolas</th>\n",
              "      <th>nicolaus</th>\n",
              "      <th>nicole</th>\n",
              "      <th>nicolson</th>\n",
              "      <th>nicotine</th>\n",
              "      <th>nidas</th>\n",
              "      <th>nieces</th>\n",
              "      <th>nielsen</th>\n",
              "      <th>niemeyer</th>\n",
              "      <th>nietzsche</th>\n",
              "      <th>nig</th>\n",
              "      <th>nigeria</th>\n",
              "      <th>nigerians</th>\n",
              "      <th>night</th>\n",
              "      <th>nightclubs</th>\n",
              "      <th>nightingale</th>\n",
              "      <th>nightmares</th>\n",
              "      <th>nights</th>\n",
              "      <th>nihilism</th>\n",
              "      <th>nikita</th>\n",
              "      <th>nikola</th>\n",
              "      <th>nikolaevich</th>\n",
              "      <th>nikolaevna</th>\n",
              "      <th>nikolayevich</th>\n",
              "      <th>nikonos</th>\n",
              "      <th>nile</th>\n",
              "      <th>nilsson</th>\n",
              "      <th>nimitz</th>\n",
              "      <th>nin</th>\n",
              "      <th>nina</th>\n",
              "      <th>nine</th>\n",
              "      <th>nineteen</th>\n",
              "      <th>ninja</th>\n",
              "      <th>ninstints</th>\n",
              "      <th>nisqually</th>\n",
              "      <th>nissan</th>\n",
              "      <th>nitrogen</th>\n",
              "      <th>nixon</th>\n",
              "      <th>noah</th>\n",
              "      <th>noahs</th>\n",
              "      <th>noam</th>\n",
              "      <th>nobel</th>\n",
              "      <th>nobility</th>\n",
              "      <th>noble</th>\n",
              "      <th>nobunaga</th>\n",
              "      <th>noche</th>\n",
              "      <th>nocturnal</th>\n",
              "      <th>noir</th>\n",
              "      <th>noise</th>\n",
              "      <th>nolde</th>\n",
              "      <th>nomadic</th>\n",
              "      <th>nomads</th>\n",
              "      <th>nome</th>\n",
              "      <th>non</th>\n",
              "      <th>nonbook</th>\n",
              "      <th>nonets</th>\n",
              "      <th>nonfiction</th>\n",
              "      <th>nonprescription</th>\n",
              "      <th>nonprofit</th>\n",
              "      <th>nonproliferation</th>\n",
              "      <th>nonsense</th>\n",
              "      <th>nonviolence</th>\n",
              "      <th>noon</th>\n",
              "      <th>noor</th>\n",
              "      <th>nora</th>\n",
              "      <th>norbert</th>\n",
              "      <th>nord</th>\n",
              "      <th>norfolk</th>\n",
              "      <th>norgay</th>\n",
              "      <th>noriega</th>\n",
              "      <th>norman</th>\n",
              "      <th>normandy</th>\n",
              "      <th>normans</th>\n",
              "      <th>norse</th>\n",
              "      <th>north</th>\n",
              "      <th>northeast</th>\n",
              "      <th>northeastern</th>\n",
              "      <th>northern</th>\n",
              "      <th>northmen</th>\n",
              "      <th>northon</th>\n",
              "      <th>northumberland</th>\n",
              "      <th>northwest</th>\n",
              "      <th>northwestern</th>\n",
              "      <th>norton</th>\n",
              "      <th>norway</th>\n",
              "      <th>norwegian</th>\n",
              "      <th>norwegians</th>\n",
              "      <th>nose</th>\n",
              "      <th>nosology</th>\n",
              "      <th>nossack</th>\n",
              "      <th>nostradamus</th>\n",
              "      <th>notaro</th>\n",
              "      <th>note</th>\n",
              "      <th>notebooks</th>\n",
              "      <th>notes</th>\n",
              "      <th>nothing</th>\n",
              "      <th>notre</th>\n",
              "      <th>noun</th>\n",
              "      <th>nouns</th>\n",
              "      <th>nouveau</th>\n",
              "      <th>nouwen</th>\n",
              "      <th>nova</th>\n",
              "      <th>novel</th>\n",
              "      <th>novela</th>\n",
              "      <th>novelists</th>\n",
              "      <th>novelizations</th>\n",
              "      <th>novels</th>\n",
              "      <th>novelty</th>\n",
              "      <th>novus</th>\n",
              "      <th>nszz</th>\n",
              "      <th>nuala</th>\n",
              "      <th>nuba</th>\n",
              "      <th>nubia</th>\n",
              "      <th>nubian</th>\n",
              "      <th>nuclear</th>\n",
              "      <th>nude</th>\n",
              "      <th>nuestra</th>\n",
              "      <th>nuevo</th>\n",
              "      <th>number</th>\n",
              "      <th>numbers</th>\n",
              "      <th>numerals</th>\n",
              "      <th>numeration</th>\n",
              "      <th>numerology</th>\n",
              "      <th>nunavut</th>\n",
              "      <th>nuns</th>\n",
              "      <th>nuremberg</th>\n",
              "      <th>nurse</th>\n",
              "      <th>nurseries</th>\n",
              "      <th>nursery</th>\n",
              "      <th>nurses</th>\n",
              "      <th>nursing</th>\n",
              "      <th>nurture</th>\n",
              "      <th>nutcracker</th>\n",
              "      <th>nutrition</th>\n",
              "      <th>nutritional</th>\n",
              "      <th>nutritionally</th>\n",
              "      <th>oahu</th>\n",
              "      <th>oakland</th>\n",
              "      <th>oaks</th>\n",
              "      <th>oaths</th>\n",
              "      <th>oaxaca</th>\n",
              "      <th>oba</th>\n",
              "      <th>obama</th>\n",
              "      <th>obedience</th>\n",
              "      <th>obeidi</th>\n",
              "      <th>obesity</th>\n",
              "      <th>obi</th>\n",
              "      <th>obituaries</th>\n",
              "      <th>object</th>\n",
              "      <th>objectives</th>\n",
              "      <th>objectivity</th>\n",
              "      <th>objects</th>\n",
              "      <th>obliterans</th>\n",
              "      <th>oboe</th>\n",
              "      <th>oboes</th>\n",
              "      <th>obrian</th>\n",
              "      <th>obrien</th>\n",
              "      <th>obscenity</th>\n",
              "      <th>observations</th>\n",
              "      <th>observers</th>\n",
              "      <th>obsessive</th>\n",
              "      <th>obstetricians</th>\n",
              "      <th>obstetrics</th>\n",
              "      <th>obstruct</th>\n",
              "      <th>ocala</th>\n",
              "      <th>ocampo</th>\n",
              "      <th>occult</th>\n",
              "      <th>occultism</th>\n",
              "      <th>occultists</th>\n",
              "      <th>occupation</th>\n",
              "      <th>occupational</th>\n",
              "      <th>occupations</th>\n",
              "      <th>occupied</th>\n",
              "      <th>ocean</th>\n",
              "      <th>oceania</th>\n",
              "      <th>oceanographers</th>\n",
              "      <th>oceanography</th>\n",
              "      <th>ocelot</th>\n",
              "      <th>oconnor</th>\n",
              "      <th>octavio</th>\n",
              "      <th>octets</th>\n",
              "      <th>octopuses</th>\n",
              "      <th>oda</th>\n",
              "      <th>odell</th>\n",
              "      <th>odessa</th>\n",
              "      <th>odonnell</th>\n",
              "      <th>odors</th>\n",
              "      <th>odysseus</th>\n",
              "      <th>offenders</th>\n",
              "      <th>offense</th>\n",
              "      <th>offenses</th>\n",
              "      <th>office</th>\n",
              "      <th>officers</th>\n",
              "      <th>offices</th>\n",
              "      <th>official</th>\n",
              "      <th>officials</th>\n",
              "      <th>officiating</th>\n",
              "      <th>offshore</th>\n",
              "      <th>ogami</th>\n",
              "      <th>ogden</th>\n",
              "      <th>ogilvy</th>\n",
              "      <th>oglala</th>\n",
              "      <th>ogres</th>\n",
              "      <th>ohanlon</th>\n",
              "      <th>ohara</th>\n",
              "      <th>ohayon</th>\n",
              "      <th>ohio</th>\n",
              "      <th>oil</th>\n",
              "      <th>oils</th>\n",
              "      <th>ois</th>\n",
              "      <th>ojibwa</th>\n",
              "      <th>oke</th>\n",
              "      <th>okeeffe</th>\n",
              "      <th>okefenokee</th>\n",
              "      <th>okla</th>\n",
              "      <th>oklahoma</th>\n",
              "      <th>ol</th>\n",
              "      <th>old</th>\n",
              "      <th>older</th>\n",
              "      <th>oleksiiovych</th>\n",
              "      <th>oliver</th>\n",
              "      <th>olivero</th>\n",
              "      <th>olivier</th>\n",
              "      <th>olsen</th>\n",
              "      <th>olympic</th>\n",
              "      <th>olympics</th>\n",
              "      <th>omalley</th>\n",
              "      <th>oman</th>\n",
              "      <th>omari</th>\n",
              "      <th>omayra</th>\n",
              "      <th>omega</th>\n",
              "      <th>omnimedia</th>\n",
              "      <th>onassis</th>\n",
              "      <th>one</th>\n",
              "      <th>oneal</th>\n",
              "      <th>oneill</th>\n",
              "      <th>online</th>\n",
              "      <th>ono</th>\n",
              "      <th>onondaga</th>\n",
              "      <th>ont</th>\n",
              "      <th>ontario</th>\n",
              "      <th>ontology</th>\n",
              "      <th>oodham</th>\n",
              "      <th>ooka</th>\n",
              "      <th>oost</th>\n",
              "      <th>op</th>\n",
              "      <th>opal</th>\n",
              "      <th>open</th>\n",
              "      <th>openings</th>\n",
              "      <th>opera</th>\n",
              "      <th>operas</th>\n",
              "      <th>operating</th>\n",
              "      <th>operation</th>\n",
              "      <th>operations</th>\n",
              "      <th>operators</th>\n",
              "      <th>operetta</th>\n",
              "      <th>ophthalmological</th>\n",
              "      <th>opinion</th>\n",
              "      <th>opium</th>\n",
              "      <th>opossums</th>\n",
              "      <th>oppenheim</th>\n",
              "      <th>oppenheimer</th>\n",
              "      <th>opposition</th>\n",
              "      <th>oprah</th>\n",
              "      <th>optical</th>\n",
              "      <th>optics</th>\n",
              "      <th>optimism</th>\n",
              "      <th>options</th>\n",
              "      <th>ora</th>\n",
              "      <th>oracle</th>\n",
              "      <th>oral</th>\n",
              "      <th>orange</th>\n",
              "      <th>oranges</th>\n",
              "      <th>orangutan</th>\n",
              "      <th>oratorios</th>\n",
              "      <th>oratory</th>\n",
              "      <th>orazio</th>\n",
              "      <th>orbium</th>\n",
              "      <th>orchards</th>\n",
              "      <th>orchestra</th>\n",
              "      <th>orchestral</th>\n",
              "      <th>orchestras</th>\n",
              "      <th>orchestration</th>\n",
              "      <th>orchid</th>\n",
              "      <th>orchids</th>\n",
              "      <th>order</th>\n",
              "      <th>orderliness</th>\n",
              "      <th>orders</th>\n",
              "      <th>ordnance</th>\n",
              "      <th>oregano</th>\n",
              "      <th>oregon</th>\n",
              "      <th>oreille</th>\n",
              "      <th>oreilly</th>\n",
              "      <th>organ</th>\n",
              "      <th>organic</th>\n",
              "      <th>organisms</th>\n",
              "      <th>organization</th>\n",
              "      <th>organizational</th>\n",
              "      <th>organizations</th>\n",
              "      <th>organized</th>\n",
              "      <th>organizing</th>\n",
              "      <th>organs</th>\n",
              "      <th>orgeron</th>\n",
              "      <th>oriah</th>\n",
              "      <th>orient</th>\n",
              "      <th>oriental</th>\n",
              "      <th>orientalists</th>\n",
              "      <th>orientation</th>\n",
              "      <th>oriented</th>\n",
              "      <th>orienteering</th>\n",
              "      <th>origami</th>\n",
              "      <th>origin</th>\n",
              "      <th>originals</th>\n",
              "      <th>orishas</th>\n",
              "      <th>orkney</th>\n",
              "      <th>orl</th>\n",
              "      <th>orlando</th>\n",
              "      <th>orlean</th>\n",
              "      <th>orleans</th>\n",
              "      <th>ornament</th>\n",
              "      <th>ornamental</th>\n",
              "      <th>ornaments</th>\n",
              "      <th>ornithological</th>\n",
              "      <th>ornithologists</th>\n",
              "      <th>orphan</th>\n",
              "      <th>orphanages</th>\n",
              "      <th>orphans</th>\n",
              "      <th>orr</th>\n",
              "      <th>orsini</th>\n",
              "      <th>orson</th>\n",
              "      <th>orthodontic</th>\n",
              "      <th>orthodox</th>\n",
              "      <th>orthogenic</th>\n",
              "      <th>orthography</th>\n",
              "      <th>orthoptics</th>\n",
              "      <th>orville</th>\n",
              "      <th>orwell</th>\n",
              "      <th>os</th>\n",
              "      <th>osama</th>\n",
              "      <th>osamu</th>\n",
              "      <th>oscar</th>\n",
              "      <th>oscura</th>\n",
              "      <th>oshea</th>\n",
              "      <th>osho</th>\n",
              "      <th>osip</th>\n",
              "      <th>osobogo</th>\n",
              "      <th>osos</th>\n",
              "      <th>osprey</th>\n",
              "      <th>ossining</th>\n",
              "      <th>osteopenia</th>\n",
              "      <th>osteoporosis</th>\n",
              "      <th>ostrow</th>\n",
              "      <th>oswald</th>\n",
              "      <th>oswego</th>\n",
              "      <th>othello</th>\n",
              "      <th>otitis</th>\n",
              "      <th>ottavio</th>\n",
              "      <th>otter</th>\n",
              "      <th>otters</th>\n",
              "      <th>ottilie</th>\n",
              "      <th>ottoman</th>\n",
              "      <th>oud</th>\n",
              "      <th>ouest</th>\n",
              "      <th>oumu</th>\n",
              "      <th>outdoor</th>\n",
              "      <th>outer</th>\n",
              "      <th>outlaws</th>\n",
              "      <th>outlines</th>\n",
              "      <th>outlook</th>\n",
              "      <th>output</th>\n",
              "      <th>outreach</th>\n",
              "      <th>outtakes</th>\n",
              "      <th>overeaters</th>\n",
              "      <th>overland</th>\n",
              "      <th>overlord</th>\n",
              "      <th>overs</th>\n",
              "      <th>overseas</th>\n",
              "      <th>overtures</th>\n",
              "      <th>overuse</th>\n",
              "      <th>overweight</th>\n",
              "      <th>ovid</th>\n",
              "      <th>oviraptor</th>\n",
              "      <th>owain</th>\n",
              "      <th>owen</th>\n",
              "      <th>owens</th>\n",
              "      <th>owl</th>\n",
              "      <th>owls</th>\n",
              "      <th>owned</th>\n",
              "      <th>owners</th>\n",
              "      <th>ownership</th>\n",
              "      <th>oxford</th>\n",
              "      <th>oxide</th>\n",
              "      <th>oxygen</th>\n",
              "      <th>oxymoron</th>\n",
              "      <th>oz</th>\n",
              "      <th>ozark</th>\n",
              "      <th>p</th>\n",
              "      <th>pa</th>\n",
              "      <th>pablo</th>\n",
              "      <th>pacific</th>\n",
              "      <th>pacifiers</th>\n",
              "      <th>packer</th>\n",
              "      <th>packers</th>\n",
              "      <th>packhorse</th>\n",
              "      <th>paco</th>\n",
              "      <th>pacts</th>\n",
              "      <th>paddington</th>\n",
              "      <th>paganism</th>\n",
              "      <th>pageants</th>\n",
              "      <th>pages</th>\n",
              "      <th>paget</th>\n",
              "      <th>pahlavi</th>\n",
              "      <th>paige</th>\n",
              "      <th>pain</th>\n",
              "      <th>paine</th>\n",
              "      <th>paint</th>\n",
              "      <th>painted</th>\n",
              "      <th>painters</th>\n",
              "      <th>painting</th>\n",
              "      <th>paintings</th>\n",
              "      <th>pairs</th>\n",
              "      <th>pais</th>\n",
              "      <th>pajamas</th>\n",
              "      <th>pakistan</th>\n",
              "      <th>pakistani</th>\n",
              "      <th>palace</th>\n",
              "      <th>palate</th>\n",
              "      <th>paleoanthropology</th>\n",
              "      <th>paleontology</th>\n",
              "      <th>palermo</th>\n",
              "      <th>palestine</th>\n",
              "      <th>palestinian</th>\n",
              "      <th>paley</th>\n",
              "      <th>palimony</th>\n",
              "      <th>palimpsests</th>\n",
              "      <th>palindromes</th>\n",
              "      <th>palliative</th>\n",
              "      <th>palm</th>\n",
              "      <th>palmistry</th>\n",
              "      <th>palms</th>\n",
              "      <th>palouse</th>\n",
              "      <th>pals</th>\n",
              "      <th>palsied</th>\n",
              "      <th>palsy</th>\n",
              "      <th>pam</th>\n",
              "      <th>pamphlets</th>\n",
              "      <th>pan</th>\n",
              "      <th>panama</th>\n",
              "      <th>panamian</th>\n",
              "      <th>pancakes</th>\n",
              "      <th>pancho</th>\n",
              "      <th>pancreas</th>\n",
              "      <th>panda</th>\n",
              "      <th>pandas</th>\n",
              "      <th>panhandle</th>\n",
              "      <th>panislamism</th>\n",
              "      <th>panisse</th>\n",
              "      <th>panoramas</th>\n",
              "      <th>pantanal</th>\n",
              "      <th>panther</th>\n",
              "      <th>panthera</th>\n",
              "      <th>panthers</th>\n",
              "      <th>pantomimes</th>\n",
              "      <th>pants</th>\n",
              "      <th>paolicelli</th>\n",
              "      <th>papacy</th>\n",
              "      <th>papal</th>\n",
              "      <th>paparazzi</th>\n",
              "      <th>paper</th>\n",
              "      <th>paperhanging</th>\n",
              "      <th>papermaking</th>\n",
              "      <th>papers</th>\n",
              "      <th>paperwork</th>\n",
              "      <th>papier</th>\n",
              "      <th>papua</th>\n",
              "      <th>parable</th>\n",
              "      <th>parables</th>\n",
              "      <th>parachute</th>\n",
              "      <th>parades</th>\n",
              "      <th>paradise</th>\n",
              "      <th>paradox</th>\n",
              "      <th>paraguay</th>\n",
              "      <th>parallel</th>\n",
              "      <th>paralytics</th>\n",
              "      <th>paramedical</th>\n",
              "      <th>paranoid</th>\n",
              "      <th>paranormal</th>\n",
              "      <th>parapsychologists</th>\n",
              "      <th>parapsychology</th>\n",
              "      <th>parasites</th>\n",
              "      <th>parasols</th>\n",
              "      <th>parbat</th>\n",
              "      <th>pardon</th>\n",
              "      <th>parent</th>\n",
              "      <th>parental</th>\n",
              "      <th>parenthood</th>\n",
              "      <th>parenting</th>\n",
              "      <th>parents</th>\n",
              "      <th>pargeter</th>\n",
              "      <th>paris</th>\n",
              "      <th>parish</th>\n",
              "      <th>park</th>\n",
              "      <th>parker</th>\n",
              "      <th>parkhurst</th>\n",
              "      <th>parkinsonism</th>\n",
              "      <th>parkinsons</th>\n",
              "      <th>parks</th>\n",
              "      <th>parkway</th>\n",
              "      <th>parnell</th>\n",
              "      <th>parochial</th>\n",
              "      <th>parodies</th>\n",
              "      <th>parole</th>\n",
              "      <th>parr</th>\n",
              "      <th>parrots</th>\n",
              "      <th>parsons</th>\n",
              "      <th>part</th>\n",
              "      <th>partei</th>\n",
              "      <th>parthenon</th>\n",
              "      <th>participation</th>\n",
              "      <th>parties</th>\n",
              "      <th>partnership</th>\n",
              "      <th>parts</th>\n",
              "      <th>party</th>\n",
              "      <th>pas</th>\n",
              "      <th>pasadena</th>\n",
              "      <th>pascal</th>\n",
              "      <th>pascoe</th>\n",
              "      <th>paso</th>\n",
              "      <th>pass</th>\n",
              "      <th>passacaglias</th>\n",
              "      <th>passage</th>\n",
              "      <th>passaic</th>\n",
              "      <th>passenger</th>\n",
              "      <th>passing</th>\n",
              "      <th>passion</th>\n",
              "      <th>passions</th>\n",
              "      <th>passive</th>\n",
              "      <th>passover</th>\n",
              "      <th>pasta</th>\n",
              "      <th>pastel</th>\n",
              "      <th>pasternak</th>\n",
              "      <th>pasteur</th>\n",
              "      <th>pastoral</th>\n",
              "      <th>pastry</th>\n",
              "      <th>patagonia</th>\n",
              "      <th>patchwork</th>\n",
              "      <th>patent</th>\n",
              "      <th>patents</th>\n",
              "      <th>paternal</th>\n",
              "      <th>paternity</th>\n",
              "      <th>paterson</th>\n",
              "      <th>pathological</th>\n",
              "      <th>pathologists</th>\n",
              "      <th>pathophysiology</th>\n",
              "      <th>patience</th>\n",
              "      <th>patient</th>\n",
              "      <th>patients</th>\n",
              "      <th>patio</th>\n",
              "      <th>patios</th>\n",
              "      <th>patriarch</th>\n",
              "      <th>patriarchy</th>\n",
              "      <th>patricia</th>\n",
              "      <th>patrick</th>\n",
              "      <th>patricks</th>\n",
              "      <th>patriot</th>\n",
              "      <th>patriotic</th>\n",
              "      <th>patriotism</th>\n",
              "      <th>patrols</th>\n",
              "      <th>patron</th>\n",
              "      <th>patrons</th>\n",
              "      <th>patsy</th>\n",
              "      <th>pattern</th>\n",
              "      <th>patterns</th>\n",
              "      <th>patton</th>\n",
              "      <th>patty</th>\n",
              "      <th>paudras</th>\n",
              "      <th>paul</th>\n",
              "      <th>paula</th>\n",
              "      <th>pauley</th>\n",
              "      <th>paulo</th>\n",
              "      <th>pavans</th>\n",
              "      <th>pavarotti</th>\n",
              "      <th>pavlova</th>\n",
              "      <th>pavlovich</th>\n",
              "      <th>pay</th>\n",
              "      <th>payable</th>\n",
              "      <th>payne</th>\n",
              "      <th>paz</th>\n",
              "      <th>pea</th>\n",
              "      <th>peabody</th>\n",
              "      <th>peace</th>\n",
              "      <th>peach</th>\n",
              "      <th>peacocks</th>\n",
              "      <th>peak</th>\n",
              "      <th>peake</th>\n",
              "      <th>peaks</th>\n",
              "      <th>peanuts</th>\n",
              "      <th>pear</th>\n",
              "      <th>pearl</th>\n",
              "      <th>pearls</th>\n",
              "      <th>peart</th>\n",
              "      <th>peasant</th>\n",
              "      <th>peasantry</th>\n",
              "      <th>peature</th>\n",
              "      <th>peck</th>\n",
              "      <th>pedagogy</th>\n",
              "      <th>peddlers</th>\n",
              "      <th>peddling</th>\n",
              "      <th>peel</th>\n",
              "      <th>peer</th>\n",
              "      <th>peg</th>\n",
              "      <th>pegasus</th>\n",
              "      <th>peggy</th>\n",
              "      <th>pei</th>\n",
              "      <th>peire</th>\n",
              "      <th>pekar</th>\n",
              "      <th>pele</th>\n",
              "      <th>pelham</th>\n",
              "      <th>pelicans</th>\n",
              "      <th>pelletier</th>\n",
              "      <th>peloncillo</th>\n",
              "      <th>pelt</th>\n",
              "      <th>pelzer</th>\n",
              "      <th>pen</th>\n",
              "      <th>pena</th>\n",
              "      <th>penal</th>\n",
              "      <th>pencil</th>\n",
              "      <th>pend</th>\n",
              "      <th>penelope</th>\n",
              "      <th>peng</th>\n",
              "      <th>penguin</th>\n",
              "      <th>penguins</th>\n",
              "      <th>peninsula</th>\n",
              "      <th>peninsular</th>\n",
              "      <th>penitentes</th>\n",
              "      <th>penitentiary</th>\n",
              "      <th>penmanship</th>\n",
              "      <th>penn</th>\n",
              "      <th>pennsauken</th>\n",
              "      <th>pennsylvania</th>\n",
              "      <th>penny</th>\n",
              "      <th>pensions</th>\n",
              "      <th>pentagon</th>\n",
              "      <th>pentateuch</th>\n",
              "      <th>pentland</th>\n",
              "      <th>peonies</th>\n",
              "      <th>people</th>\n",
              "      <th>peoples</th>\n",
              "      <th>peppers</th>\n",
              "      <th>peptic</th>\n",
              "      <th>per</th>\n",
              "      <th>perc</th>\n",
              "      <th>perception</th>\n",
              "      <th>perceptual</th>\n",
              "      <th>percez</th>\n",
              "      <th>perch</th>\n",
              "      <th>percof</th>\n",
              "      <th>percussion</th>\n",
              "      <th>percy</th>\n",
              "      <th>peregrine</th>\n",
              "      <th>perel</th>\n",
              "      <th>perennials</th>\n",
              "      <th>perfection</th>\n",
              "      <th>perfectionism</th>\n",
              "      <th>performance</th>\n",
              "      <th>performances</th>\n",
              "      <th>performers</th>\n",
              "      <th>performing</th>\n",
              "      <th>perfumes</th>\n",
              "      <th>pergolas</th>\n",
              "      <th>pericles</th>\n",
              "      <th>perimenopause</th>\n",
              "      <th>period</th>\n",
              "      <th>periodical</th>\n",
              "      <th>periodicals</th>\n",
              "      <th>peripheral</th>\n",
              "      <th>perl</th>\n",
              "      <th>permaculture</th>\n",
              "      <th>permian</th>\n",
              "      <th>pern</th>\n",
              "      <th>perros</th>\n",
              "      <th>perry</th>\n",
              "      <th>persecution</th>\n",
              "      <th>persecutions</th>\n",
              "      <th>persephone</th>\n",
              "      <th>perseus</th>\n",
              "      <th>perseverance</th>\n",
              "      <th>pershing</th>\n",
              "      <th>persia</th>\n",
              "      <th>persian</th>\n",
              "      <th>persistence</th>\n",
              "      <th>person</th>\n",
              "      <th>personal</th>\n",
              "      <th>personalities</th>\n",
              "      <th>personality</th>\n",
              "      <th>personals</th>\n",
              "      <th>personation</th>\n",
              "      <th>personnel</th>\n",
              "      <th>persons</th>\n",
              "      <th>perspective</th>\n",
              "      <th>persuasion</th>\n",
              "      <th>peru</th>\n",
              "      <th>peruvian</th>\n",
              "      <th>pessimism</th>\n",
              "      <th>pesticides</th>\n",
              "      <th>pests</th>\n",
              "      <th>pet</th>\n",
              "      <th>pete</th>\n",
              "      <th>peter</th>\n",
              "      <th>peters</th>\n",
              "      <th>petersburg</th>\n",
              "      <th>petersen</th>\n",
              "      <th>peterson</th>\n",
              "      <th>petra</th>\n",
              "      <th>petroglphys</th>\n",
              "      <th>petroglyphs</th>\n",
              "      <th>petroleum</th>\n",
              "      <th>petrology</th>\n",
              "      <th>petrovich</th>\n",
              "      <th>pets</th>\n",
              "      <th>petting</th>\n",
              "      <th>petty</th>\n",
              "      <th>peyton</th>\n",
              "      <th>pez</th>\n",
              "      <th>pfister</th>\n",
              "      <th>phan</th>\n",
              "      <th>phanerogams</th>\n",
              "      <th>phantom</th>\n",
              "      <th>pharaceutical</th>\n",
              "      <th>pharmaceutical</th>\n",
              "      <th>phelps</th>\n",
              "      <th>phil</th>\n",
              "      <th>philadelphia</th>\n",
              "      <th>philanthropists</th>\n",
              "      <th>philby</th>\n",
              "      <th>philip</th>\n",
              "      <th>philippe</th>\n",
              "      <th>philippine</th>\n",
              "      <th>philippines</th>\n",
              "      <th>phillip</th>\n",
              "      <th>phillips</th>\n",
              "      <th>philologists</th>\n",
              "      <th>philology</th>\n",
              "      <th>philosophers</th>\n",
              "      <th>philosophical</th>\n",
              "      <th>philosophy</th>\n",
              "      <th>phineas</th>\n",
              "      <th>phish</th>\n",
              "      <th>phobia</th>\n",
              "      <th>phobias</th>\n",
              "      <th>phoenix</th>\n",
              "      <th>phones</th>\n",
              "      <th>phonetic</th>\n",
              "      <th>phonetics</th>\n",
              "      <th>phonograph</th>\n",
              "      <th>photocopying</th>\n",
              "      <th>photograms</th>\n",
              "      <th>photograph</th>\n",
              "      <th>photographers</th>\n",
              "      <th>photographic</th>\n",
              "      <th>photographs</th>\n",
              "      <th>photography</th>\n",
              "      <th>photojournalism</th>\n",
              "      <th>photojournalists</th>\n",
              "      <th>photomicrography</th>\n",
              "      <th>photosensitivity</th>\n",
              "      <th>photosensitization</th>\n",
              "      <th>photoshop</th>\n",
              "      <th>php</th>\n",
              "      <th>phrase</th>\n",
              "      <th>phrases</th>\n",
              "      <th>phryne</th>\n",
              "      <th>phules</th>\n",
              "      <th>phyllis</th>\n",
              "      <th>physical</th>\n",
              "      <th>physician</th>\n",
              "      <th>physicians</th>\n",
              "      <th>physicists</th>\n",
              "      <th>physics</th>\n",
              "      <th>physiognomy</th>\n",
              "      <th>physiological</th>\n",
              "      <th>physiology</th>\n",
              "      <th>phytoplankton</th>\n",
              "      <th>pi</th>\n",
              "      <th>piaf</th>\n",
              "      <th>piaget</th>\n",
              "      <th>pianists</th>\n",
              "      <th>piano</th>\n",
              "      <th>pianos</th>\n",
              "      <th>picaresque</th>\n",
              "      <th>picasso</th>\n",
              "      <th>picchu</th>\n",
              "      <th>piccolo</th>\n",
              "      <th>piccolos</th>\n",
              "      <th>pick</th>\n",
              "      <th>pickett</th>\n",
              "      <th>pickford</th>\n",
              "      <th>picking</th>\n",
              "      <th>picnicking</th>\n",
              "      <th>picnics</th>\n",
              "      <th>picon</th>\n",
              "      <th>pictorial</th>\n",
              "      <th>pictorials</th>\n",
              "      <th>picts</th>\n",
              "      <th>picture</th>\n",
              "      <th>pictures</th>\n",
              "      <th>picutres</th>\n",
              "      <th>pie</th>\n",
              "      <th>pieces</th>\n",
              "      <th>pied</th>\n",
              "      <th>pierce</th>\n",
              "      <th>pierpont</th>\n",
              "      <th>pierre</th>\n",
              "      <th>piersall</th>\n",
              "      <th>pies</th>\n",
              "      <th>pieter</th>\n",
              "      <th>pietrelcina</th>\n",
              "      <th>pietro</th>\n",
              "      <th>pig</th>\n",
              "      <th>pigeon</th>\n",
              "      <th>pigeons</th>\n",
              "      <th>piglet</th>\n",
              "      <th>piglets</th>\n",
              "      <th>pigments</th>\n",
              "      <th>pigs</th>\n",
              "      <th>pike</th>\n",
              "      <th>pikujak</th>\n",
              "      <th>pilate</th>\n",
              "      <th>pilates</th>\n",
              "      <th>pilgrimages</th>\n",
              "      <th>pilgrimmages</th>\n",
              "      <th>pilgrims</th>\n",
              "      <th>pillage</th>\n",
              "      <th>pillars</th>\n",
              "      <th>pillows</th>\n",
              "      <th>pilobolus</th>\n",
              "      <th>pilotage</th>\n",
              "      <th>piloting</th>\n",
              "      <th>pilots</th>\n",
              "      <th>pinatubo</th>\n",
              "      <th>pine</th>\n",
              "      <th>pingwa</th>\n",
              "      <th>pinhole</th>\n",
              "      <th>pink</th>\n",
              "      <th>pinkertons</th>\n",
              "      <th>pinnipeds</th>\n",
              "      <th>pinocchio</th>\n",
              "      <th>pinscher</th>\n",
              "      <th>pinza</th>\n",
              "      <th>pio</th>\n",
              "      <th>pioneer</th>\n",
              "      <th>pioneers</th>\n",
              "      <th>pipe</th>\n",
              "      <th>pipeline</th>\n",
              "      <th>piper</th>\n",
              "      <th>pippi</th>\n",
              "      <th>piranhas</th>\n",
              "      <th>piratas</th>\n",
              "      <th>pirates</th>\n",
              "      <th>pirsig</th>\n",
              "      <th>pis</th>\n",
              "      <th>pisa</th>\n",
              "      <th>pissarro</th>\n",
              "      <th>pistols</th>\n",
              "      <th>pistone</th>\n",
              "      <th>pitchers</th>\n",
              "      <th>pitching</th>\n",
              "      <th>pits</th>\n",
              "      <th>pitt</th>\n",
              "      <th>pittori</th>\n",
              "      <th>pittsburgh</th>\n",
              "      <th>pius</th>\n",
              "      <th>pivano</th>\n",
              "      <th>pizza</th>\n",
              "      <th>place</th>\n",
              "      <th>placement</th>\n",
              "      <th>places</th>\n",
              "      <th>plachy</th>\n",
              "      <th>plague</th>\n",
              "      <th>plain</th>\n",
              "      <th>plains</th>\n",
              "      <th>plane</th>\n",
              "      <th>planes</th>\n",
              "      <th>planet</th>\n",
              "      <th>planets</th>\n",
              "      <th>plankton</th>\n",
              "      <th>planned</th>\n",
              "      <th>planning</th>\n",
              "      <th>plans</th>\n",
              "      <th>plant</th>\n",
              "      <th>plantagenet</th>\n",
              "      <th>plantagenets</th>\n",
              "      <th>plantation</th>\n",
              "      <th>plantations</th>\n",
              "      <th>planting</th>\n",
              "      <th>plants</th>\n",
              "      <th>plastic</th>\n",
              "      <th>plastics</th>\n",
              "      <th>plateau</th>\n",
              "      <th>plates</th>\n",
              "      <th>plath</th>\n",
              "      <th>plato</th>\n",
              "      <th>platoon</th>\n",
              "      <th>platte</th>\n",
              "      <th>platypus</th>\n",
              "      <th>play</th>\n",
              "      <th>players</th>\n",
              "      <th>playgrounds</th>\n",
              "      <th>playing</th>\n",
              "      <th>playmates</th>\n",
              "      <th>plays</th>\n",
              "      <th>playwriting</th>\n",
              "      <th>plaza</th>\n",
              "      <th>pleasure</th>\n",
              "      <th>plein</th>\n",
              "      <th>pleskit</th>\n",
              "      <th>plimpton</th>\n",
              "      <th>pliny</th>\n",
              "      <th>plot</th>\n",
              "      <th>plots</th>\n",
              "      <th>plucked</th>\n",
              "      <th>plum</th>\n",
              "      <th>plumbing</th>\n",
              "      <th>pluralism</th>\n",
              "      <th>pluto</th>\n",
              "      <th>plymouth</th>\n",
              "      <th>plywood</th>\n",
              "      <th>poachers</th>\n",
              "      <th>poaching</th>\n",
              "      <th>pocahontas</th>\n",
              "      <th>pockets</th>\n",
              "      <th>podhajsky</th>\n",
              "      <th>podhale</th>\n",
              "      <th>podiatrists</th>\n",
              "      <th>podkolozin</th>\n",
              "      <th>poe</th>\n",
              "      <th>poele</th>\n",
              "      <th>poems</th>\n",
              "      <th>poetics</th>\n",
              "      <th>poetry</th>\n",
              "      <th>poets</th>\n",
              "      <th>poincar</th>\n",
              "      <th>point</th>\n",
              "      <th>points</th>\n",
              "      <th>poirot</th>\n",
              "      <th>poison</th>\n",
              "      <th>poisoners</th>\n",
              "      <th>poisoning</th>\n",
              "      <th>poisonous</th>\n",
              "      <th>poissons</th>\n",
              "      <th>poker</th>\n",
              "      <th>pokic</th>\n",
              "      <th>pokldrens</th>\n",
              "      <th>pokmals</th>\n",
              "      <th>pokperativeness</th>\n",
              "      <th>pokphic</th>\n",
              "      <th>poktasy</th>\n",
              "      <th>pol</th>\n",
              "      <th>polacco</th>\n",
              "      <th>poland</th>\n",
              "      <th>polar</th>\n",
              "      <th>polarity</th>\n",
              "      <th>poldark</th>\n",
              "      <th>pole</th>\n",
              "      <th>polec</th>\n",
              "      <th>poles</th>\n",
              "      <th>police</th>\n",
              "      <th>policewomen</th>\n",
              "      <th>policing</th>\n",
              "      <th>policy</th>\n",
              "      <th>poliomyelitis</th>\n",
              "      <th>polish</th>\n",
              "      <th>polishing</th>\n",
              "      <th>political</th>\n",
              "      <th>politicians</th>\n",
              "      <th>politics</th>\n",
              "      <th>polizzi</th>\n",
              "      <th>polk</th>\n",
              "      <th>polkas</th>\n",
              "      <th>pollack</th>\n",
              "      <th>pollard</th>\n",
              "      <th>pollifax</th>\n",
              "      <th>pollination</th>\n",
              "      <th>pollock</th>\n",
              "      <th>pollution</th>\n",
              "      <th>polly</th>\n",
              "      <th>polo</th>\n",
              "      <th>polonaises</th>\n",
              "      <th>poltergeists</th>\n",
              "      <th>polycrates</th>\n",
              "      <th>polygamy</th>\n",
              "      <th>polymer</th>\n",
              "      <th>polynesia</th>\n",
              "      <th>polynesian</th>\n",
              "      <th>polynesians</th>\n",
              "      <th>polyphemus</th>\n",
              "      <th>polyphonic</th>\n",
              "      <th>polyradicion</th>\n",
              "      <th>pomo</th>\n",
              "      <th>pompeii</th>\n",
              "      <th>pond</th>\n",
              "      <th>ponds</th>\n",
              "      <th>ponies</th>\n",
              "      <th>ponselle</th>\n",
              "      <th>pontiacs</th>\n",
              "      <th>pontifical</th>\n",
              "      <th>pontius</th>\n",
              "      <th>pontormo</th>\n",
              "      <th>pony</th>\n",
              "      <th>ponzi</th>\n",
              "      <th>poodles</th>\n",
              "      <th>pooh</th>\n",
              "      <th>pool</th>\n",
              "      <th>pools</th>\n",
              "      <th>poor</th>\n",
              "      <th>pop</th>\n",
              "      <th>pope</th>\n",
              "      <th>popes</th>\n",
              "      <th>poppy</th>\n",
              "      <th>popuar</th>\n",
              "      <th>popular</th>\n",
              "      <th>populares</th>\n",
              "      <th>popularity</th>\n",
              "      <th>population</th>\n",
              "      <th>populism</th>\n",
              "      <th>porcelain</th>\n",
              "      <th>porches</th>\n",
              "      <th>porcupines</th>\n",
              "      <th>porfiry</th>\n",
              "      <th>pork</th>\n",
              "      <th>porky</th>\n",
              "      <th>pornography</th>\n",
              "      <th>porpoises</th>\n",
              "      <th>porridge</th>\n",
              "      <th>porsche</th>\n",
              "      <th>port</th>\n",
              "      <th>portals</th>\n",
              "      <th>porter</th>\n",
              "      <th>portfolio</th>\n",
              "      <th>portfolios</th>\n",
              "      <th>portland</th>\n",
              "      <th>portrait</th>\n",
              "      <th>portraits</th>\n",
              "      <th>portsmouth</th>\n",
              "      <th>portugal</th>\n",
              "      <th>portuguesa</th>\n",
              "      <th>portuguese</th>\n",
              "      <th>posada</th>\n",
              "      <th>poseidon</th>\n",
              "      <th>positioning</th>\n",
              "      <th>positions</th>\n",
              "      <th>possession</th>\n",
              "      <th>possessions</th>\n",
              "      <th>possibility</th>\n",
              "      <th>post</th>\n",
              "      <th>postal</th>\n",
              "      <th>postcards</th>\n",
              "      <th>postencephalitic</th>\n",
              "      <th>posters</th>\n",
              "      <th>postmodern</th>\n",
              "      <th>postmodernism</th>\n",
              "      <th>postmortem</th>\n",
              "      <th>postnatal</th>\n",
              "      <th>poston</th>\n",
              "      <th>posts</th>\n",
              "      <th>posture</th>\n",
              "      <th>postville</th>\n",
              "      <th>pot</th>\n",
              "      <th>potato</th>\n",
              "      <th>potatoes</th>\n",
              "      <th>potential</th>\n",
              "      <th>potomac</th>\n",
              "      <th>potpourris</th>\n",
              "      <th>potter</th>\n",
              "      <th>potters</th>\n",
              "      <th>pottery</th>\n",
              "      <th>poultry</th>\n",
              "      <th>pound</th>\n",
              "      <th>poverty</th>\n",
              "      <th>pow</th>\n",
              "      <th>powell</th>\n",
              "      <th>power</th>\n",
              "      <th>powerpoint</th>\n",
              "      <th>powerpuff</th>\n",
              "      <th>powers</th>\n",
              "      <th>powhatan</th>\n",
              "      <th>powwow</th>\n",
              "      <th>powwows</th>\n",
              "      <th>pox</th>\n",
              "      <th>pr</th>\n",
              "      <th>practical</th>\n",
              "      <th>practice</th>\n",
              "      <th>practices</th>\n",
              "      <th>pradesh</th>\n",
              "      <th>prague</th>\n",
              "      <th>prairie</th>\n",
              "      <th>prairies</th>\n",
              "      <th>praise</th>\n",
              "      <th>pranayama</th>\n",
              "      <th>pratices</th>\n",
              "      <th>prayer</th>\n",
              "      <th>prayers</th>\n",
              "      <th>praying</th>\n",
              "      <th>pre</th>\n",
              "      <th>preaching</th>\n",
              "      <th>prechtel</th>\n",
              "      <th>precinct</th>\n",
              "      <th>precious</th>\n",
              "      <th>precognition</th>\n",
              "      <th>predation</th>\n",
              "      <th>predatory</th>\n",
              "      <th>prediction</th>\n",
              "      <th>prefabricated</th>\n",
              "      <th>prefect</th>\n",
              "      <th>preferences</th>\n",
              "      <th>pregnancy</th>\n",
              "      <th>pregnant</th>\n",
              "      <th>prehistoric</th>\n",
              "      <th>prejudices</th>\n",
              "      <th>preliminary</th>\n",
              "      <th>preludes</th>\n",
              "      <th>prenatal</th>\n",
              "      <th>prentiss</th>\n",
              "      <th>preparation</th>\n",
              "      <th>preparations</th>\n",
              "      <th>preparatory</th>\n",
              "      <th>prepared</th>\n",
              "      <th>preparedness</th>\n",
              "      <th>prepositions</th>\n",
              "      <th>presbyterian</th>\n",
              "      <th>preschool</th>\n",
              "      <th>prescott</th>\n",
              "      <th>prescriptions</th>\n",
              "      <th>presence</th>\n",
              "      <th>presentations</th>\n",
              "      <th>preservation</th>\n",
              "      <th>preserve</th>\n",
              "      <th>preserving</th>\n",
              "      <th>presidential</th>\n",
              "      <th>presidents</th>\n",
              "      <th>presley</th>\n",
              "      <th>press</th>\n",
              "      <th>pressed</th>\n",
              "      <th>pressure</th>\n",
              "      <th>prestige</th>\n",
              "      <th>preston</th>\n",
              "      <th>preteens</th>\n",
              "      <th>prevention</th>\n",
              "      <th>prey</th>\n",
              "      <th>price</th>\n",
              "      <th>prices</th>\n",
              "      <th>pride</th>\n",
              "      <th>priest</th>\n",
              "      <th>priesthood</th>\n",
              "      <th>priests</th>\n",
              "      <th>primal</th>\n",
              "      <th>primary</th>\n",
              "      <th>primates</th>\n",
              "      <th>primatologists</th>\n",
              "      <th>prime</th>\n",
              "      <th>primitive</th>\n",
              "      <th>primitivism</th>\n",
              "      <th>prince</th>\n",
              "      <th>princes</th>\n",
              "      <th>princeses</th>\n",
              "      <th>princess</th>\n",
              "      <th>princesses</th>\n",
              "      <th>principals</th>\n",
              "      <th>principle</th>\n",
              "      <th>print</th>\n",
              "      <th>printed</th>\n",
              "      <th>printers</th>\n",
              "      <th>printing</th>\n",
              "      <th>prints</th>\n",
              "      <th>prion</th>\n",
              "      <th>priscilla</th>\n",
              "      <th>prison</th>\n",
              "      <th>prisoners</th>\n",
              "      <th>prisons</th>\n",
              "      <th>privacy</th>\n",
              "      <th>private</th>\n",
              "      <th>privateering</th>\n",
              "      <th>privatization</th>\n",
              "      <th>prix</th>\n",
              "      <th>prizes</th>\n",
              "      <th>prizzi</th>\n",
              "      <th>pro</th>\n",
              "      <th>probabilities</th>\n",
              "      <th>probate</th>\n",
              "      <th>probation</th>\n",
              "      <th>probes</th>\n",
              "      <th>problem</th>\n",
              "      <th>problems</th>\n",
              "      <th>procedure</th>\n",
              "      <th>process</th>\n",
              "      <th>processes</th>\n",
              "      <th>processing</th>\n",
              "      <th>proclus</th>\n",
              "      <th>procrastination</th>\n",
              "      <th>proctor</th>\n",
              "      <th>procurement</th>\n",
              "      <th>procyon</th>\n",
              "      <th>producers</th>\n",
              "      <th>product</th>\n",
              "      <th>production</th>\n",
              "      <th>productions</th>\n",
              "      <th>products</th>\n",
              "      <th>professional</th>\n",
              "      <th>professions</th>\n",
              "      <th>profilers</th>\n",
              "      <th>program</th>\n",
              "      <th>programmable</th>\n",
              "      <th>programmed</th>\n",
              "      <th>programming</th>\n",
              "      <th>programs</th>\n",
              "      <th>progress</th>\n",
              "      <th>progressive</th>\n",
              "      <th>prohibited</th>\n",
              "      <th>prohibition</th>\n",
              "      <th>project</th>\n",
              "      <th>projection</th>\n",
              "      <th>projects</th>\n",
              "      <th>prokofiev</th>\n",
              "      <th>promises</th>\n",
              "      <th>promoters</th>\n",
              "      <th>promotion</th>\n",
              "      <th>promptness</th>\n",
              "      <th>proms</th>\n",
              "      <th>pronunciation</th>\n",
              "      <th>proof</th>\n",
              "      <th>propaganda</th>\n",
              "      <th>propagation</th>\n",
              "      <th>properties</th>\n",
              "      <th>property</th>\n",
              "      <th>prophecies</th>\n",
              "      <th>prophecy</th>\n",
              "      <th>prophet</th>\n",
              "      <th>prophets</th>\n",
              "      <th>proportion</th>\n",
              "      <th>proposal</th>\n",
              "      <th>proposals</th>\n",
              "      <th>proposed</th>\n",
              "      <th>props</th>\n",
              "      <th>propulsion</th>\n",
              "      <th>prose</th>\n",
              "      <th>prosecutors</th>\n",
              "      <th>prostate</th>\n",
              "      <th>prostitutes</th>\n",
              "      <th>prostitution</th>\n",
              "      <th>protection</th>\n",
              "      <th>protective</th>\n",
              "      <th>protest</th>\n",
              "      <th>protestant</th>\n",
              "      <th>protestantism</th>\n",
              "      <th>protocol</th>\n",
              "      <th>proust</th>\n",
              "      <th>proven</th>\n",
              "      <th>provence</th>\n",
              "      <th>proverbs</th>\n",
              "      <th>providence</th>\n",
              "      <th>providing</th>\n",
              "      <th>province</th>\n",
              "      <th>provinces</th>\n",
              "      <th>provincial</th>\n",
              "      <th>provocateurs</th>\n",
              "      <th>prudhon</th>\n",
              "      <th>pruning</th>\n",
              "      <th>prussia</th>\n",
              "      <th>prussian</th>\n",
              "      <th>prydain</th>\n",
              "      <th>psalm</th>\n",
              "      <th>psalms</th>\n",
              "      <th>pseudoscience</th>\n",
              "      <th>psoriasis</th>\n",
              "      <th>pspice</th>\n",
              "      <th>psyche</th>\n",
              "      <th>psychiatric</th>\n",
              "      <th>psychiatrists</th>\n",
              "      <th>psychiatry</th>\n",
              "      <th>psychic</th>\n",
              "      <th>psychics</th>\n",
              "      <th>psychoanalysis</th>\n",
              "      <th>psychoanalysts</th>\n",
              "      <th>psychobiology</th>\n",
              "      <th>psychodynamic</th>\n",
              "      <th>psycholgical</th>\n",
              "      <th>psycholinguistics</th>\n",
              "      <th>psychological</th>\n",
              "      <th>psychologists</th>\n",
              "      <th>psychology</th>\n",
              "      <th>psychoneuroimmunology</th>\n",
              "      <th>psychopathology</th>\n",
              "      <th>psychopaths</th>\n",
              "      <th>psychopharmacology</th>\n",
              "      <th>psychophysiology</th>\n",
              "      <th>psychoses</th>\n",
              "      <th>psychosomatic</th>\n",
              "      <th>psychotherapist</th>\n",
              "      <th>psychotherapists</th>\n",
              "      <th>psychotherapy</th>\n",
              "      <th>psychotropic</th>\n",
              "      <th>pt</th>\n",
              "      <th>puberty</th>\n",
              "      <th>public</th>\n",
              "      <th>publications</th>\n",
              "      <th>publicity</th>\n",
              "      <th>publishers</th>\n",
              "      <th>publishing</th>\n",
              "      <th>pucci</th>\n",
              "      <th>puddings</th>\n",
              "      <th>puebla</th>\n",
              "      <th>pueblo</th>\n",
              "      <th>pueblos</th>\n",
              "      <th>puerto</th>\n",
              "      <th>pug</th>\n",
              "      <th>puget</th>\n",
              "      <th>pugh</th>\n",
              "      <th>pulis</th>\n",
              "      <th>puma</th>\n",
              "      <th>pumpkin</th>\n",
              "      <th>punch</th>\n",
              "      <th>punctuated</th>\n",
              "      <th>punctuation</th>\n",
              "      <th>punic</th>\n",
              "      <th>punishment</th>\n",
              "      <th>punjab</th>\n",
              "      <th>punk</th>\n",
              "      <th>punning</th>\n",
              "      <th>puns</th>\n",
              "      <th>puppet</th>\n",
              "      <th>puppeteers</th>\n",
              "      <th>puppets</th>\n",
              "      <th>puppies</th>\n",
              "      <th>purchase</th>\n",
              "      <th>purchasing</th>\n",
              "      <th>pure</th>\n",
              "      <th>purim</th>\n",
              "      <th>puritans</th>\n",
              "      <th>pushkin</th>\n",
              "      <th>pushkina</th>\n",
              "      <th>pussy</th>\n",
              "      <th>putin</th>\n",
              "      <th>putnam</th>\n",
              "      <th>puttock</th>\n",
              "      <th>puyi</th>\n",
              "      <th>puzzle</th>\n",
              "      <th>puzzles</th>\n",
              "      <th>pyle</th>\n",
              "      <th>pyramid</th>\n",
              "      <th>pyramids</th>\n",
              "      <th>pyromania</th>\n",
              "      <th>pyschological</th>\n",
              "      <th>python</th>\n",
              "      <th>pythons</th>\n",
              "      <th>qaida</th>\n",
              "      <th>qanun</th>\n",
              "      <th>qawwali</th>\n",
              "      <th>qi</th>\n",
              "      <th>qian</th>\n",
              "      <th>qin</th>\n",
              "      <th>qing</th>\n",
              "      <th>qiuyu</th>\n",
              "      <th>qld</th>\n",
              "      <th>qu</th>\n",
              "      <th>quabbin</th>\n",
              "      <th>quackery</th>\n",
              "      <th>quacks</th>\n",
              "      <th>quadriplegics</th>\n",
              "      <th>quails</th>\n",
              "      <th>quaker</th>\n",
              "      <th>quakers</th>\n",
              "      <th>qualifying</th>\n",
              "      <th>quality</th>\n",
              "      <th>quanah</th>\n",
              "      <th>quantitative</th>\n",
              "      <th>quantity</th>\n",
              "      <th>quantum</th>\n",
              "      <th>quarkxpress</th>\n",
              "      <th>quarreling</th>\n",
              "      <th>quarrels</th>\n",
              "      <th>quarterbacks</th>\n",
              "      <th>quartet</th>\n",
              "      <th>quartets</th>\n",
              "      <th>quartz</th>\n",
              "      <th>quasimodo</th>\n",
              "      <th>quechua</th>\n",
              "      <th>queen</th>\n",
              "      <th>queens</th>\n",
              "      <th>quentin</th>\n",
              "      <th>question</th>\n",
              "      <th>questioning</th>\n",
              "      <th>questions</th>\n",
              "      <th>quests</th>\n",
              "      <th>quezada</th>\n",
              "      <th>quf</th>\n",
              "      <th>qui</th>\n",
              "      <th>quiches</th>\n",
              "      <th>quick</th>\n",
              "      <th>quickbooks</th>\n",
              "      <th>quickdraw</th>\n",
              "      <th>quicken</th>\n",
              "      <th>quilers</th>\n",
              "      <th>quillayute</th>\n",
              "      <th>quillwork</th>\n",
              "      <th>quilt</th>\n",
              "      <th>quilted</th>\n",
              "      <th>quilting</th>\n",
              "      <th>quiltmakers</th>\n",
              "      <th>quiltmaking</th>\n",
              "      <th>quilts</th>\n",
              "      <th>quincy</th>\n",
              "      <th>quiner</th>\n",
              "      <th>quinn</th>\n",
              "      <th>quintana</th>\n",
              "      <th>quintets</th>\n",
              "      <th>quitish</th>\n",
              "      <th>quivira</th>\n",
              "      <th>quixote</th>\n",
              "      <th>quiz</th>\n",
              "      <th>qumps</th>\n",
              "      <th>qumran</th>\n",
              "      <th>quotations</th>\n",
              "      <th>qurna</th>\n",
              "      <th>quuities</th>\n",
              "      <th>quvironmentalists</th>\n",
              "      <th>qwilleran</th>\n",
              "      <th>r</th>\n",
              "      <th>ra</th>\n",
              "      <th>rabaris</th>\n",
              "      <th>rabbinical</th>\n",
              "      <th>rabbis</th>\n",
              "      <th>rabbits</th>\n",
              "      <th>rabindranath</th>\n",
              "      <th>rabun</th>\n",
              "      <th>raccoon</th>\n",
              "      <th>raccoons</th>\n",
              "      <th>race</th>\n",
              "      <th>races</th>\n",
              "      <th>racetracks</th>\n",
              "      <th>rachel</th>\n",
              "      <th>racially</th>\n",
              "      <th>racine</th>\n",
              "      <th>racing</th>\n",
              "      <th>racism</th>\n",
              "      <th>rackets</th>\n",
              "      <th>radcliffe</th>\n",
              "      <th>radiation</th>\n",
              "      <th>radicalism</th>\n",
              "      <th>radicals</th>\n",
              "      <th>radio</th>\n",
              "      <th>radioactive</th>\n",
              "      <th>radiography</th>\n",
              "      <th>radiohead</th>\n",
              "      <th>rae</th>\n",
              "      <th>raeburn</th>\n",
              "      <th>rafael</th>\n",
              "      <th>raffael</th>\n",
              "      <th>rafferty</th>\n",
              "      <th>rag</th>\n",
              "      <th>ragas</th>\n",
              "      <th>ragle</th>\n",
              "      <th>ragpickers</th>\n",
              "      <th>ragtime</th>\n",
              "      <th>rahl</th>\n",
              "      <th>rahner</th>\n",
              "      <th>rai</th>\n",
              "      <th>raid</th>\n",
              "      <th>rail</th>\n",
              "      <th>railroad</th>\n",
              "      <th>railroads</th>\n",
              "      <th>railway</th>\n",
              "      <th>rain</th>\n",
              "      <th>rainbow</th>\n",
              "      <th>rainer</th>\n",
              "      <th>rainfall</th>\n",
              "      <th>rainier</th>\n",
              "      <th>rais</th>\n",
              "      <th>raised</th>\n",
              "      <th>raisin</th>\n",
              "      <th>raising</th>\n",
              "      <th>raisonn</th>\n",
              "      <th>rajastan</th>\n",
              "      <th>rajasthan</th>\n",
              "      <th>rajneeshees</th>\n",
              "      <th>rajneeshpuram</th>\n",
              "      <th>raleigh</th>\n",
              "      <th>rallies</th>\n",
              "      <th>ralph</th>\n",
              "      <th>ramage</th>\n",
              "      <th>ramisi</th>\n",
              "      <th>ramona</th>\n",
              "      <th>ramone</th>\n",
              "      <th>ramones</th>\n",
              "      <th>ramos</th>\n",
              "      <th>ramotswe</th>\n",
              "      <th>ramses</th>\n",
              "      <th>ramsey</th>\n",
              "      <th>ramzi</th>\n",
              "      <th>ranch</th>\n",
              "      <th>ranchers</th>\n",
              "      <th>ranches</th>\n",
              "      <th>ranching</th>\n",
              "      <th>rand</th>\n",
              "      <th>randall</th>\n",
              "      <th>random</th>\n",
              "      <th>randy</th>\n",
              "      <th>range</th>\n",
              "      <th>ranger</th>\n",
              "      <th>rangers</th>\n",
              "      <th>ranges</th>\n",
              "      <th>raoul</th>\n",
              "      <th>rap</th>\n",
              "      <th>rape</th>\n",
              "      <th>raphaelitism</th>\n",
              "      <th>rapid</th>\n",
              "      <th>rapists</th>\n",
              "      <th>rapp</th>\n",
              "      <th>rapture</th>\n",
              "      <th>rapunzel</th>\n",
              "      <th>rare</th>\n",
              "      <th>rasmussen</th>\n",
              "      <th>rasputin</th>\n",
              "      <th>rates</th>\n",
              "      <th>rathbone</th>\n",
              "      <th>rating</th>\n",
              "      <th>ratings</th>\n",
              "      <th>ratio</th>\n",
              "      <th>raton</th>\n",
              "      <th>rats</th>\n",
              "      <th>rattenburg</th>\n",
              "      <th>rattlesnakes</th>\n",
              "      <th>raubal</th>\n",
              "      <th>rauschenberg</th>\n",
              "      <th>raven</th>\n",
              "      <th>ravens</th>\n",
              "      <th>ravensbr</th>\n",
              "      <th>raverat</th>\n",
              "      <th>raw</th>\n",
              "      <th>rawicz</th>\n",
              "      <th>rawlings</th>\n",
              "      <th>rawlins</th>\n",
              "      <th>rawlinson</th>\n",
              "      <th>ray</th>\n",
              "      <th>rayburn</th>\n",
              "      <th>rayford</th>\n",
              "      <th>raymond</th>\n",
              "      <th>rays</th>\n",
              "      <th>rd</th>\n",
              "      <th>reach</th>\n",
              "      <th>reactions</th>\n",
              "      <th>reactors</th>\n",
              "      <th>readers</th>\n",
              "      <th>readiness</th>\n",
              "      <th>reading</th>\n",
              "      <th>readings</th>\n",
              "      <th>reagan</th>\n",
              "      <th>real</th>\n",
              "      <th>realism</th>\n",
              "      <th>reality</th>\n",
              "      <th>realization</th>\n",
              "      <th>realms</th>\n",
              "      <th>rearing</th>\n",
              "      <th>reason</th>\n",
              "      <th>reasoning</th>\n",
              "      <th>reavley</th>\n",
              "      <th>rebaudiana</th>\n",
              "      <th>rebecca</th>\n",
              "      <th>rebellion</th>\n",
              "      <th>rebus</th>\n",
              "      <th>rebuses</th>\n",
              "      <th>receipts</th>\n",
              "      <th>receivers</th>\n",
              "      <th>reception</th>\n",
              "      <th>receptionists</th>\n",
              "      <th>recessions</th>\n",
              "      <th>recidivism</th>\n",
              "      <th>recipes</th>\n",
              "      <th>recitals</th>\n",
              "      <th>recitations</th>\n",
              "      <th>reclamation</th>\n",
              "      <th>recluce</th>\n",
              "      <th>recluses</th>\n",
              "      <th>recognition</th>\n",
              "      <th>recollection</th>\n",
              "      <th>reconciliation</th>\n",
              "      <th>reconnaissance</th>\n",
              "      <th>reconstruction</th>\n",
              "      <th>record</th>\n",
              "      <th>recorded</th>\n",
              "      <th>recorder</th>\n",
              "      <th>recording</th>\n",
              "      <th>recordings</th>\n",
              "      <th>records</th>\n",
              "      <th>recovered</th>\n",
              "      <th>recovering</th>\n",
              "      <th>recreation</th>\n",
              "      <th>recreational</th>\n",
              "      <th>recreations</th>\n",
              "      <th>recruiting</th>\n",
              "      <th>rectum</th>\n",
              "      <th>recycled</th>\n",
              "      <th>recycling</th>\n",
              "      <th>red</th>\n",
              "      <th>redevelopment</th>\n",
              "      <th>redmond</th>\n",
              "      <th>reducing</th>\n",
              "      <th>redwall</th>\n",
              "      <th>reed</th>\n",
              "      <th>reef</th>\n",
              "      <th>reefs</th>\n",
              "      <th>reenactments</th>\n",
              "      <th>reese</th>\n",
              "      <th>reeve</th>\n",
              "      <th>reference</th>\n",
              "      <th>referrals</th>\n",
              "      <th>refined</th>\n",
              "      <th>reflection</th>\n",
              "      <th>reflections</th>\n",
              "      <th>reflexology</th>\n",
              "      <th>reflexotherapy</th>\n",
              "      <th>reflux</th>\n",
              "      <th>reforestation</th>\n",
              "      <th>reform</th>\n",
              "      <th>reformation</th>\n",
              "      <th>reformed</th>\n",
              "      <th>reformers</th>\n",
              "      <th>refraction</th>\n",
              "      <th>refrigerating</th>\n",
              "      <th>refrigeration</th>\n",
              "      <th>refugee</th>\n",
              "      <th>refugees</th>\n",
              "      <th>refuse</th>\n",
              "      <th>regan</th>\n",
              "      <th>regency</th>\n",
              "      <th>regeneration</th>\n",
              "      <th>reggae</th>\n",
              "      <th>regiment</th>\n",
              "      <th>regimental</th>\n",
              "      <th>regina</th>\n",
              "      <th>region</th>\n",
              "      <th>regional</th>\n",
              "      <th>regions</th>\n",
              "      <th>regression</th>\n",
              "      <th>regret</th>\n",
              "      <th>regulation</th>\n",
              "      <th>regulations</th>\n",
              "      <th>rehabilitation</th>\n",
              "      <th>reichl</th>\n",
              "      <th>reid</th>\n",
              "      <th>reign</th>\n",
              "      <th>reiki</th>\n",
              "      <th>reilly</th>\n",
              "      <th>reincarnation</th>\n",
              "      <th>reindeer</th>\n",
              "      <th>reinhold</th>\n",
              "      <th>reintroduction</th>\n",
              "      <th>reiss</th>\n",
              "      <th>reiter</th>\n",
              "      <th>reitschule</th>\n",
              "      <th>rejection</th>\n",
              "      <th>relapse</th>\n",
              "      <th>relational</th>\n",
              "      <th>relationism</th>\n",
              "      <th>relations</th>\n",
              "      <th>relationship</th>\n",
              "      <th>relationships</th>\n",
              "      <th>relativity</th>\n",
              "      <th>relaxation</th>\n",
              "      <th>relay</th>\n",
              "      <th>reliance</th>\n",
              "      <th>relics</th>\n",
              "      <th>relief</th>\n",
              "      <th>religion</th>\n",
              "      <th>religions</th>\n",
              "      <th>religiosos</th>\n",
              "      <th>religious</th>\n",
              "      <th>relocation</th>\n",
              "      <th>remaking</th>\n",
              "      <th>remarriage</th>\n",
              "      <th>remarried</th>\n",
              "      <th>rembrandt</th>\n",
              "      <th>remedial</th>\n",
              "      <th>remediation</th>\n",
              "      <th>remen</th>\n",
              "      <th>reminiscing</th>\n",
              "      <th>remixes</th>\n",
              "      <th>remodeling</th>\n",
              "      <th>remote</th>\n",
              "      <th>ren</th>\n",
              "      <th>renaissance</th>\n",
              "      <th>renan</th>\n",
              "      <th>renata</th>\n",
              "      <th>reneo</th>\n",
              "      <th>renewable</th>\n",
              "      <th>renewal</th>\n",
              "      <th>renion</th>\n",
              "      <th>renjie</th>\n",
              "      <th>renko</th>\n",
              "      <th>renner</th>\n",
              "      <th>reno</th>\n",
              "      <th>renoir</th>\n",
              "      <th>renr</th>\n",
              "      <th>rental</th>\n",
              "      <th>reorganization</th>\n",
              "      <th>reorganizations</th>\n",
              "      <th>repair</th>\n",
              "      <th>repairing</th>\n",
              "      <th>reparations</th>\n",
              "      <th>repatriation</th>\n",
              "      <th>repetitive</th>\n",
              "      <th>report</th>\n",
              "      <th>reportage</th>\n",
              "      <th>reporters</th>\n",
              "      <th>reporting</th>\n",
              "      <th>representation</th>\n",
              "      <th>representative</th>\n",
              "      <th>repression</th>\n",
              "      <th>reprocessing</th>\n",
              "      <th>reproducing</th>\n",
              "      <th>reproduction</th>\n",
              "      <th>reproductive</th>\n",
              "      <th>reptiles</th>\n",
              "      <th>republic</th>\n",
              "      <th>republican</th>\n",
              "      <th>republics</th>\n",
              "      <th>requiems</th>\n",
              "      <th>required</th>\n",
              "      <th>requirements</th>\n",
              "      <th>rescue</th>\n",
              "      <th>rescues</th>\n",
              "      <th>research</th>\n",
              "      <th>reservation</th>\n",
              "      <th>reservations</th>\n",
              "      <th>reserve</th>\n",
              "      <th>reservepolizeibataillon</th>\n",
              "      <th>reserves</th>\n",
              "      <th>reservoir</th>\n",
              "      <th>reservoirs</th>\n",
              "      <th>residence</th>\n",
              "      <th>residency</th>\n",
              "      <th>resident</th>\n",
              "      <th>residential</th>\n",
              "      <th>residents</th>\n",
              "      <th>resilience</th>\n",
              "      <th>resistance</th>\n",
              "      <th>resistant</th>\n",
              "      <th>resisters</th>\n",
              "      <th>resnick</th>\n",
              "      <th>resolution</th>\n",
              "      <th>resort</th>\n",
              "      <th>resorts</th>\n",
              "      <th>resource</th>\n",
              "      <th>resourcefulness</th>\n",
              "      <th>resources</th>\n",
              "      <th>respect</th>\n",
              "      <th>respiration</th>\n",
              "      <th>respiratory</th>\n",
              "      <th>respite</th>\n",
              "      <th>responsibility</th>\n",
              "      <th>restaurant</th>\n",
              "      <th>restaurants</th>\n",
              "      <th>restaurateurs</th>\n",
              "      <th>restoration</th>\n",
              "      <th>restorative</th>\n",
              "      <th>restorers</th>\n",
              "      <th>restrooms</th>\n",
              "      <th>resurrection</th>\n",
              "      <th>retail</th>\n",
              "      <th>retaining</th>\n",
              "      <th>retired</th>\n",
              "      <th>retirees</th>\n",
              "      <th>retirement</th>\n",
              "      <th>retreats</th>\n",
              "      <th>retribution</th>\n",
              "      <th>retrieval</th>\n",
              "      <th>retriever</th>\n",
              "      <th>retrievers</th>\n",
              "      <th>return</th>\n",
              "      <th>returned</th>\n",
              "      <th>returns</th>\n",
              "      <th>reuel</th>\n",
              "      <th>reunification</th>\n",
              "      <th>reunions</th>\n",
              "      <th>reusability</th>\n",
              "      <th>revelation</th>\n",
              "      <th>revelations</th>\n",
              "      <th>revenge</th>\n",
              "      <th>revenue</th>\n",
              "      <th>revere</th>\n",
              "      <th>reversals</th>\n",
              "      <th>reviews</th>\n",
              "      <th>revill</th>\n",
              "      <th>revival</th>\n",
              "      <th>revolution</th>\n",
              "      <th>revolutionaries</th>\n",
              "      <th>revolutionary</th>\n",
              "      <th>revolutionibus</th>\n",
              "      <th>revolutions</th>\n",
              "      <th>revue</th>\n",
              "      <th>revues</th>\n",
              "      <th>rex</th>\n",
              "      <th>reynard</th>\n",
              "      <th>reza</th>\n",
              "      <th>rgya</th>\n",
              "      <th>rhetoric</th>\n",
              "      <th>rheumatoid</th>\n",
              "      <th>rhinoceros</th>\n",
              "      <th>rhinoceroses</th>\n",
              "      <th>rhoda</th>\n",
              "      <th>rhode</th>\n",
              "      <th>rhodenbarr</th>\n",
              "      <th>rhodes</th>\n",
              "      <th>rhododendrons</th>\n",
              "      <th>rhyme</th>\n",
              "      <th>rhymes</th>\n",
              "      <th>rhyming</th>\n",
              "      <th>rhythm</th>\n",
              "      <th>rhythms</th>\n",
              "      <th>ribbon</th>\n",
              "      <th>ric</th>\n",
              "      <th>rica</th>\n",
              "      <th>rican</th>\n",
              "      <th>ricans</th>\n",
              "      <th>rice</th>\n",
              "      <th>rich</th>\n",
              "      <th>richard</th>\n",
              "      <th>richie</th>\n",
              "      <th>richmond</th>\n",
              "      <th>richter</th>\n",
              "      <th>rick</th>\n",
              "      <th>ricketts</th>\n",
              "      <th>rico</th>\n",
              "      <th>riddles</th>\n",
              "      <th>ride</th>\n",
              "      <th>rider</th>\n",
              "      <th>riders</th>\n",
              "      <th>ridge</th>\n",
              "      <th>ridgway</th>\n",
              "      <th>ridiculous</th>\n",
              "      <th>riding</th>\n",
              "      <th>riefenstahl</th>\n",
              "      <th>rifts</th>\n",
              "      <th>right</th>\n",
              "      <th>righteous</th>\n",
              "      <th>rights</th>\n",
              "      <th>rijn</th>\n",
              "      <th>riker</th>\n",
              "      <th>rilke</th>\n",
              "      <th>rimbaud</th>\n",
              "      <th>rimes</th>\n",
              "      <th>rina</th>\n",
              "      <th>ring</th>\n",
              "      <th>rings</th>\n",
              "      <th>ringworld</th>\n",
              "      <th>rinks</th>\n",
              "      <th>rinpochey</th>\n",
              "      <th>rinuccini</th>\n",
              "      <th>rio</th>\n",
              "      <th>riordan</th>\n",
              "      <th>rios</th>\n",
              "      <th>riot</th>\n",
              "      <th>riots</th>\n",
              "      <th>ripley</th>\n",
              "      <th>rips</th>\n",
              "      <th>rising</th>\n",
              "      <th>risk</th>\n",
              "      <th>risyodor</th>\n",
              "      <th>rita</th>\n",
              "      <th>ritchie</th>\n",
              "      <th>rite</th>\n",
              "      <th>rites</th>\n",
              "      <th>ritual</th>\n",
              "      <th>rivalry</th>\n",
              "      <th>rivas</th>\n",
              "      <th>river</th>\n",
              "      <th>rivera</th>\n",
              "      <th>rivers</th>\n",
              "      <th>riviera</th>\n",
              "      <th>rmployment</th>\n",
              "      <th>rnternet</th>\n",
              "      <th>road</th>\n",
              "      <th>roads</th>\n",
              "      <th>roald</th>\n",
              "      <th>roasting</th>\n",
              "      <th>rob</th>\n",
              "      <th>robberies</th>\n",
              "      <th>robbers</th>\n",
              "      <th>robbery</th>\n",
              "      <th>robert</th>\n",
              "      <th>roberts</th>\n",
              "      <th>robertson</th>\n",
              "      <th>robespierre</th>\n",
              "      <th>robicheaux</th>\n",
              "      <th>robideaux</th>\n",
              "      <th>robin</th>\n",
              "      <th>robinson</th>\n",
              "      <th>robinsonades</th>\n",
              "      <th>robotics</th>\n",
              "      <th>robots</th>\n",
              "      <th>robsart</th>\n",
              "      <th>rochefort</th>\n",
              "      <th>rochester</th>\n",
              "      <th>rock</th>\n",
              "      <th>rockabilly</th>\n",
              "      <th>rocket</th>\n",
              "      <th>rocketry</th>\n",
              "      <th>rockets</th>\n",
              "      <th>rockies</th>\n",
              "      <th>rockland</th>\n",
              "      <th>rocks</th>\n",
              "      <th>rocky</th>\n",
              "      <th>rodeo</th>\n",
              "      <th>rodeos</th>\n",
              "      <th>roderick</th>\n",
              "      <th>rodham</th>\n",
              "      <th>rodin</th>\n",
              "      <th>rodney</th>\n",
              "      <th>rodolfo</th>\n",
              "      <th>rodriguez</th>\n",
              "      <th>roe</th>\n",
              "      <th>roger</th>\n",
              "      <th>rogers</th>\n",
              "      <th>rohe</th>\n",
              "      <th>roland</th>\n",
              "      <th>role</th>\n",
              "      <th>rolfe</th>\n",
              "      <th>roll</th>\n",
              "      <th>roller</th>\n",
              "      <th>rolling</th>\n",
              "      <th>romagna</th>\n",
              "      <th>roman</th>\n",
              "      <th>romana</th>\n",
              "      <th>romance</th>\n",
              "      <th>romances</th>\n",
              "      <th>romani</th>\n",
              "      <th>romania</th>\n",
              "      <th>romanian</th>\n",
              "      <th>romanies</th>\n",
              "      <th>romanov</th>\n",
              "      <th>romans</th>\n",
              "      <th>romantic</th>\n",
              "      <th>romanticism</th>\n",
              "      <th>romare</th>\n",
              "      <th>rome</th>\n",
              "      <th>romeo</th>\n",
              "      <th>romero</th>\n",
              "      <th>rommel</th>\n",
              "      <th>roms</th>\n",
              "      <th>romualdez</th>\n",
              "      <th>ronald</th>\n",
              "      <th>rondos</th>\n",
              "      <th>rongji</th>\n",
              "      <th>ronicky</th>\n",
              "      <th>ronin</th>\n",
              "      <th>ronnie</th>\n",
              "      <th>roo</th>\n",
              "      <th>roofing</th>\n",
              "      <th>roofs</th>\n",
              "      <th>rook</th>\n",
              "      <th>room</th>\n",
              "      <th>roommates</th>\n",
              "      <th>rooms</th>\n",
              "      <th>roosevelt</th>\n",
              "      <th>roosters</th>\n",
              "      <th>root</th>\n",
              "      <th>roots</th>\n",
              "      <th>rope</th>\n",
              "      <th>rosa</th>\n",
              "      <th>rosary</th>\n",
              "      <th>rosato</th>\n",
              "      <th>rosco</th>\n",
              "      <th>rose</th>\n",
              "      <th>rosellini</th>\n",
              "      <th>rosemary</th>\n",
              "      <th>rosenbaum</th>\n",
              "      <th>rosenberg</th>\n",
              "      <th>roseroot</th>\n",
              "      <th>roses</th>\n",
              "      <th>rosh</th>\n",
              "      <th>rosie</th>\n",
              "      <th>ross</th>\n",
              "      <th>rossant</th>\n",
              "      <th>rostnikov</th>\n",
              "      <th>roswell</th>\n",
              "      <th>rotary</th>\n",
              "      <th>rotation</th>\n",
              "      <th>roth</th>\n",
              "      <th>rothstein</th>\n",
              "      <th>rouge</th>\n",
              "      <th>roulette</th>\n",
              "      <th>round</th>\n",
              "      <th>rousseau</th>\n",
              "      <th>rove</th>\n",
              "      <th>row</th>\n",
              "      <th>rowan</th>\n",
              "      <th>rowe</th>\n",
              "      <th>rowell</th>\n",
              "      <th>rowing</th>\n",
              "      <th>rowland</th>\n",
              "      <th>rowling</th>\n",
              "      <th>roxbury</th>\n",
              "      <th>roy</th>\n",
              "      <th>royal</th>\n",
              "      <th>royalty</th>\n",
              "      <th>rpplications</th>\n",
              "      <th>rquez</th>\n",
              "      <th>rs</th>\n",
              "      <th>rttemberg</th>\n",
              "      <th>rubber</th>\n",
              "      <th>rubens</th>\n",
              "      <th>rubin</th>\n",
              "      <th>rublev</th>\n",
              "      <th>ruby</th>\n",
              "      <th>rudin</th>\n",
              "      <th>rudolph</th>\n",
              "      <th>rueul</th>\n",
              "      <th>ruffian</th>\n",
              "      <th>rugby</th>\n",
              "      <th>rugrats</th>\n",
              "      <th>rugs</th>\n",
              "      <th>ruhlman</th>\n",
              "      <th>ruhollah</th>\n",
              "      <th>rule</th>\n",
              "      <th>rulers</th>\n",
              "      <th>rules</th>\n",
              "      <th>rum</th>\n",
              "      <th>rumbas</th>\n",
              "      <th>rumi</th>\n",
              "      <th>rumor</th>\n",
              "      <th>rumpole</th>\n",
              "      <th>rumsey</th>\n",
              "      <th>rumsfeld</th>\n",
              "      <th>run</th>\n",
              "      <th>runaway</th>\n",
              "      <th>runaways</th>\n",
              "      <th>runes</th>\n",
              "      <th>runic</th>\n",
              "      <th>runner</th>\n",
              "      <th>runners</th>\n",
              "      <th>running</th>\n",
              "      <th>rupert</th>\n",
              "      <th>rural</th>\n",
              "      <th>rusesabagina</th>\n",
              "      <th>rush</th>\n",
              "      <th>rushmore</th>\n",
              "      <th>ruskin</th>\n",
              "      <th>russ</th>\n",
              "      <th>russel</th>\n",
              "      <th>russell</th>\n",
              "      <th>russert</th>\n",
              "      <th>russia</th>\n",
              "      <th>russian</th>\n",
              "      <th>russians</th>\n",
              "      <th>russkii</th>\n",
              "      <th>russo</th>\n",
              "      <th>rustic</th>\n",
              "      <th>rustomji</th>\n",
              "      <th>rutan</th>\n",
              "      <th>ruth</th>\n",
              "      <th>rutherford</th>\n",
              "      <th>rutherfurd</th>\n",
              "      <th>rutledge</th>\n",
              "      <th>rwanda</th>\n",
              "      <th>rxecutives</th>\n",
              "      <th>ryan</th>\n",
              "      <th>ryden</th>\n",
              "      <th>ryder</th>\n",
              "      <th>ryszard</th>\n",
              "      <th>ryuji</th>\n",
              "      <th>saavedra</th>\n",
              "      <th>sabbah</th>\n",
              "      <th>sabbath</th>\n",
              "      <th>sabi</th>\n",
              "      <th>sable</th>\n",
              "      <th>sabotage</th>\n",
              "      <th>sabrina</th>\n",
              "      <th>sabzian</th>\n",
              "      <th>sacagawea</th>\n",
              "      <th>sackett</th>\n",
              "      <th>sacramento</th>\n",
              "      <th>sacraments</th>\n",
              "      <th>sacred</th>\n",
              "      <th>sacrifice</th>\n",
              "      <th>sadako</th>\n",
              "      <th>sade</th>\n",
              "      <th>sadiq</th>\n",
              "      <th>sadler</th>\n",
              "      <th>sadomasochism</th>\n",
              "      <th>safaris</th>\n",
              "      <th>safes</th>\n",
              "      <th>safety</th>\n",
              "      <th>saffron</th>\n",
              "      <th>sag</th>\n",
              "      <th>sagaponack</th>\n",
              "      <th>sagas</th>\n",
              "      <th>saginaw</th>\n",
              "      <th>saguaro</th>\n",
              "      <th>sahara</th>\n",
              "      <th>saharan</th>\n",
              "      <th>said</th>\n",
              "      <th>saigon</th>\n",
              "      <th>sailboat</th>\n",
              "      <th>sailboats</th>\n",
              "      <th>sailing</th>\n",
              "      <th>sailors</th>\n",
              "      <th>sails</th>\n",
              "      <th>saint</th>\n",
              "      <th>saints</th>\n",
              "      <th>saito</th>\n",
              "      <th>sal</th>\n",
              "      <th>saladin</th>\n",
              "      <th>salads</th>\n",
              "      <th>salak</th>\n",
              "      <th>salamanders</th>\n",
              "      <th>salamis</th>\n",
              "      <th>salaries</th>\n",
              "      <th>sale</th>\n",
              "      <th>salem</th>\n",
              "      <th>salentina</th>\n",
              "      <th>sales</th>\n",
              "      <th>salieri</th>\n",
              "      <th>salinas</th>\n",
              "      <th>saline</th>\n",
              "      <th>salisbury</th>\n",
              "      <th>salish</th>\n",
              "      <th>salk</th>\n",
              "      <th>salle</th>\n",
              "      <th>sally</th>\n",
              "      <th>salmon</th>\n",
              "      <th>salsa</th>\n",
              "      <th>salsas</th>\n",
              "      <th>salt</th>\n",
              "      <th>salter</th>\n",
              "      <th>salvador</th>\n",
              "      <th>salvage</th>\n",
              "      <th>salvation</th>\n",
              "      <th>salvationists</th>\n",
              "      <th>salvatore</th>\n",
              "      <th>salve</th>\n",
              "      <th>salvo</th>\n",
              "      <th>salzman</th>\n",
              "      <th>sam</th>\n",
              "      <th>samantha</th>\n",
              "      <th>samaria</th>\n",
              "      <th>sambas</th>\n",
              "      <th>sammy</th>\n",
              "      <th>samoan</th>\n",
              "      <th>samplers</th>\n",
              "      <th>samson</th>\n",
              "      <th>samuel</th>\n",
              "      <th>samuels</th>\n",
              "      <th>samurai</th>\n",
              "      <th>san</th>\n",
              "      <th>sanctions</th>\n",
              "      <th>sanctuary</th>\n",
              "      <th>sand</th>\n",
              "      <th>sandalwood</th>\n",
              "      <th>sandcastles</th>\n",
              "      <th>sanders</th>\n",
              "      <th>sandford</th>\n",
              "      <th>sandhills</th>\n",
              "      <th>sandilands</th>\n",
              "      <th>sandinistas</th>\n",
              "      <th>sandor</th>\n",
              "      <th>sandoval</th>\n",
              "      <th>sandow</th>\n",
              "      <th>sandra</th>\n",
              "      <th>sandro</th>\n",
              "      <th>sandwich</th>\n",
              "      <th>sandwiches</th>\n",
              "      <th>sandy</th>\n",
              "      <th>sanibel</th>\n",
              "      <th>sanitation</th>\n",
              "      <th>sanmao</th>\n",
              "      <th>sano</th>\n",
              "      <th>sanskrit</th>\n",
              "      <th>santa</th>\n",
              "      <th>santana</th>\n",
              "      <th>santangelo</th>\n",
              "      <th>sante</th>\n",
              "      <th>santee</th>\n",
              "      <th>santiago</th>\n",
              "      <th>santideva</th>\n",
              "      <th>sapelo</th>\n",
              "      <th>sappho</th>\n",
              "      <th>sara</th>\n",
              "      <th>sarah</th>\n",
              "      <th>sarajevo</th>\n",
              "      <th>sarangi</th>\n",
              "      <th>saratoga</th>\n",
              "      <th>sarawak</th>\n",
              "      <th>sarcoma</th>\n",
              "      <th>sargent</th>\n",
              "      <th>sarod</th>\n",
              "      <th>sarton</th>\n",
              "      <th>sartre</th>\n",
              "      <th>sasak</th>\n",
              "      <th>sasaki</th>\n",
              "      <th>sashiko</th>\n",
              "      <th>saskatchewan</th>\n",
              "      <th>sasquatch</th>\n",
              "      <th>sassoon</th>\n",
              "      <th>sasuweh</th>\n",
              "      <th>sat</th>\n",
              "      <th>satanism</th>\n",
              "      <th>satellite</th>\n",
              "      <th>satellites</th>\n",
              "      <th>satire</th>\n",
              "      <th>satirical</th>\n",
              "      <th>satisfaction</th>\n",
              "      <th>saturday</th>\n",
              "      <th>saturn</th>\n",
              "      <th>sauces</th>\n",
              "      <th>saud</th>\n",
              "      <th>saudi</th>\n",
              "      <th>saul</th>\n",
              "      <th>savage</th>\n",
              "      <th>savannah</th>\n",
              "      <th>savich</th>\n",
              "      <th>saving</th>\n",
              "      <th>savings</th>\n",
              "      <th>savoy</th>\n",
              "      <th>saws</th>\n",
              "      <th>sawtooth</th>\n",
              "      <th>sawyer</th>\n",
              "      <th>saxe</th>\n",
              "      <th>saxon</th>\n",
              "      <th>saxophone</th>\n",
              "      <th>saxophones</th>\n",
              "      <th>saxophonists</th>\n",
              "      <th>sayers</th>\n",
              "      <th>sazman</th>\n",
              "      <th>scale</th>\n",
              "      <th>scales</th>\n",
              "      <th>scandals</th>\n",
              "      <th>scandinavia</th>\n",
              "      <th>scarecrows</th>\n",
              "      <th>scarlatina</th>\n",
              "      <th>scarlet</th>\n",
              "      <th>scarlett</th>\n",
              "      <th>scarpetta</th>\n",
              "      <th>scarves</th>\n",
              "      <th>scene</th>\n",
              "      <th>scenery</th>\n",
              "      <th>scenes</th>\n",
              "      <th>scenic</th>\n",
              "      <th>scented</th>\n",
              "      <th>sch</th>\n",
              "      <th>schaal</th>\n",
              "      <th>schechter</th>\n",
              "      <th>scheer</th>\n",
              "      <th>scheherazade</th>\n",
              "      <th>schemas</th>\n",
              "      <th>schemes</th>\n",
              "      <th>scherer</th>\n",
              "      <th>schieffer</th>\n",
              "      <th>schiller</th>\n",
              "      <th>schipa</th>\n",
              "      <th>schizophrenia</th>\n",
              "      <th>schizophrenics</th>\n",
              "      <th>schneersohn</th>\n",
              "      <th>schoenberg</th>\n",
              "      <th>scholars</th>\n",
              "      <th>scholarship</th>\n",
              "      <th>scholarships</th>\n",
              "      <th>scholastic</th>\n",
              "      <th>scholl</th>\n",
              "      <th>school</th>\n",
              "      <th>schooling</th>\n",
              "      <th>schools</th>\n",
              "      <th>schooners</th>\n",
              "      <th>schopenhauer</th>\n",
              "      <th>schreck</th>\n",
              "      <th>schultz</th>\n",
              "      <th>schulz</th>\n",
              "      <th>schumann</th>\n",
              "      <th>schuster</th>\n",
              "      <th>schwartz</th>\n",
              "      <th>schwenck</th>\n",
              "      <th>schwerner</th>\n",
              "      <th>science</th>\n",
              "      <th>sciences</th>\n",
              "      <th>scientific</th>\n",
              "      <th>scientists</th>\n",
              "      <th>sclerosis</th>\n",
              "      <th>scofield</th>\n",
              "      <th>scoliosis</th>\n",
              "      <th>scoltand</th>\n",
              "      <th>scooby</th>\n",
              "      <th>scooters</th>\n",
              "      <th>scopes</th>\n",
              "      <th>scores</th>\n",
              "      <th>scorpions</th>\n",
              "      <th>scorsese</th>\n",
              "      <th>scotia</th>\n",
              "      <th>scotland</th>\n",
              "      <th>scots</th>\n",
              "      <th>scott</th>\n",
              "      <th>scottish</th>\n",
              "      <th>scottsboro</th>\n",
              "      <th>scouting</th>\n",
              "      <th>scouts</th>\n",
              "      <th>scows</th>\n",
              "      <th>scrambling</th>\n",
              "      <th>scrapbooks</th>\n",
              "      <th>screen</th>\n",
              "      <th>screens</th>\n",
              "      <th>screenwriters</th>\n",
              "      <th>screwball</th>\n",
              "      <th>scribes</th>\n",
              "      <th>scriptoria</th>\n",
              "      <th>scripts</th>\n",
              "      <th>scriptures</th>\n",
              "      <th>scrolls</th>\n",
              "      <th>scrooge</th>\n",
              "      <th>scuba</th>\n",
              "      <th>scudder</th>\n",
              "      <th>scully</th>\n",
              "      <th>sculptors</th>\n",
              "      <th>sculpture</th>\n",
              "      <th>scultori</th>\n",
              "      <th>se</th>\n",
              "      <th>sea</th>\n",
              "      <th>seabed</th>\n",
              "      <th>seabiscuit</th>\n",
              "      <th>seafaring</th>\n",
              "      <th>seafood</th>\n",
              "      <th>seal</th>\n",
              "      <th>sealing</th>\n",
              "      <th>seals</th>\n",
              "      <th>seamanship</th>\n",
              "      <th>seams</th>\n",
              "      <th>sean</th>\n",
              "      <th>seances</th>\n",
              "      <th>seaplanes</th>\n",
              "      <th>search</th>\n",
              "      <th>searches</th>\n",
              "      <th>searching</th>\n",
              "      <th>seashore</th>\n",
              "      <th>seaside</th>\n",
              "      <th>seasons</th>\n",
              "      <th>seat</th>\n",
              "      <th>seattle</th>\n",
              "      <th>seaway</th>\n",
              "      <th>sebastian</th>\n",
              "      <th>second</th>\n",
              "      <th>secondary</th>\n",
              "      <th>secondhand</th>\n",
              "      <th>secrecy</th>\n",
              "      <th>secret</th>\n",
              "      <th>secretaries</th>\n",
              "      <th>secretion</th>\n",
              "      <th>secrets</th>\n",
              "      <th>sect</th>\n",
              "      <th>section</th>\n",
              "      <th>sections</th>\n",
              "      <th>secular</th>\n",
              "      <th>secularism</th>\n",
              "      <th>securities</th>\n",
              "      <th>security</th>\n",
              "      <th>sedaris</th>\n",
              "      <th>seder</th>\n",
              "      <th>sedition</th>\n",
              "      <th>sedona</th>\n",
              "      <th>seduction</th>\n",
              "      <th>seeds</th>\n",
              "      <th>seek</th>\n",
              "      <th>seeking</th>\n",
              "      <th>seeton</th>\n",
              "      <th>seferius</th>\n",
              "      <th>segmentation</th>\n",
              "      <th>segregation</th>\n",
              "      <th>sei</th>\n",
              "      <th>seismology</th>\n",
              "      <th>seismosaurus</th>\n",
              "      <th>selatan</th>\n",
              "      <th>selby</th>\n",
              "      <th>seldon</th>\n",
              "      <th>selection</th>\n",
              "      <th>selections</th>\n",
              "      <th>selective</th>\n",
              "      <th>self</th>\n",
              "      <th>selfishness</th>\n",
              "      <th>selkies</th>\n",
              "      <th>sellers</th>\n",
              "      <th>selling</th>\n",
              "      <th>semantics</th>\n",
              "      <th>seminar</th>\n",
              "      <th>seminarians</th>\n",
              "      <th>seminole</th>\n",
              "      <th>semiotics</th>\n",
              "      <th>sen</th>\n",
              "      <th>senate</th>\n",
              "      <th>sendak</th>\n",
              "      <th>seneca</th>\n",
              "      <th>senegal</th>\n",
              "      <th>senger</th>\n",
              "      <th>senile</th>\n",
              "      <th>seniors</th>\n",
              "      <th>senoi</th>\n",
              "      <th>sensation</th>\n",
              "      <th>sensationalism</th>\n",
              "      <th>sensations</th>\n",
              "      <th>sense</th>\n",
              "      <th>senses</th>\n",
              "      <th>sensing</th>\n",
              "      <th>sensitivity</th>\n",
              "      <th>sensorimotor</th>\n",
              "      <th>sensory</th>\n",
              "      <th>sentences</th>\n",
              "      <th>seoul</th>\n",
              "      <th>separated</th>\n",
              "      <th>separation</th>\n",
              "      <th>sephardim</th>\n",
              "      <th>sepoy</th>\n",
              "      <th>sept</th>\n",
              "      <th>september</th>\n",
              "      <th>sequoia</th>\n",
              "      <th>serbia</th>\n",
              "      <th>serbo</th>\n",
              "      <th>serengeti</th>\n",
              "      <th>serge</th>\n",
              "      <th>sergeant</th>\n",
              "      <th>sergeevich</th>\n",
              "      <th>sergei</th>\n",
              "      <th>sergey</th>\n",
              "      <th>serging</th>\n",
              "      <th>serial</th>\n",
              "      <th>serials</th>\n",
              "      <th>series</th>\n",
              "      <th>serigraphy</th>\n",
              "      <th>sermones</th>\n",
              "      <th>sermons</th>\n",
              "      <th>serotonin</th>\n",
              "      <th>serrano</th>\n",
              "      <th>servant</th>\n",
              "      <th>servants</th>\n",
              "      <th>serve</th>\n",
              "      <th>server</th>\n",
              "      <th>servers</th>\n",
              "      <th>service</th>\n",
              "      <th>services</th>\n",
              "      <th>servlets</th>\n",
              "      <th>sesbastian</th>\n",
              "      <th>sesshu</th>\n",
              "      <th>set</th>\n",
              "      <th>seth</th>\n",
              "      <th>sets</th>\n",
              "      <th>setting</th>\n",
              "      <th>settings</th>\n",
              "      <th>settle</th>\n",
              "      <th>settlements</th>\n",
              "      <th>seurat</th>\n",
              "      <th>seuss</th>\n",
              "      <th>seven</th>\n",
              "      <th>seventeenth</th>\n",
              "      <th>seventies</th>\n",
              "      <th>severe</th>\n",
              "      <th>severgnini</th>\n",
              "      <th>sewell</th>\n",
              "      <th>sewing</th>\n",
              "      <th>sex</th>\n",
              "      <th>sexism</th>\n",
              "      <th>sexologists</th>\n",
              "      <th>sexology</th>\n",
              "      <th>sextets</th>\n",
              "      <th>sexton</th>\n",
              "      <th>sexual</th>\n",
              "      <th>sexually</th>\n",
              "      <th>seymour</th>\n",
              "      <th>shackleton</th>\n",
              "      <th>shad</th>\n",
              "      <th>shade</th>\n",
              "      <th>shades</th>\n",
              "      <th>shadow</th>\n",
              "      <th>shadows</th>\n",
              "      <th>shaffer</th>\n",
              "      <th>shaft</th>\n",
              "      <th>shah</th>\n",
              "      <th>shahnamah</th>\n",
              "      <th>shaker</th>\n",
              "      <th>shakers</th>\n",
              "      <th>shakespeare</th>\n",
              "      <th>shakuhachi</th>\n",
              "      <th>shakur</th>\n",
              "      <th>shalamov</th>\n",
              "      <th>shalom</th>\n",
              "      <th>shamanism</th>\n",
              "      <th>shamanistic</th>\n",
              "      <th>shamans</th>\n",
              "      <th>shame</th>\n",
              "      <th>shanah</th>\n",
              "      <th>shanahan</th>\n",
              "      <th>shandong</th>\n",
              "      <th>shandy</th>\n",
              "      <th>shane</th>\n",
              "      <th>shanghai</th>\n",
              "      <th>shangri</th>\n",
              "      <th>shankman</th>\n",
              "      <th>shannara</th>\n",
              "      <th>shannon</th>\n",
              "      <th>shaoqi</th>\n",
              "      <th>shape</th>\n",
              "      <th>shapes</th>\n",
              "      <th>shapiro</th>\n",
              "      <th>sharaku</th>\n",
              "      <th>sharecroppers</th>\n",
              "      <th>sharing</th>\n",
              "      <th>shark</th>\n",
              "      <th>sharks</th>\n",
              "      <th>sharon</th>\n",
              "      <th>sharpe</th>\n",
              "      <th>shaw</th>\n",
              "      <th>shawls</th>\n",
              "      <th>sheba</th>\n",
              "      <th>sheds</th>\n",
              "      <th>sheep</th>\n",
              "      <th>sheets</th>\n",
              "      <th>sheila</th>\n",
              "      <th>shek</th>\n",
              "      <th>shelby</th>\n",
              "      <th>sheldon</th>\n",
              "      <th>shelley</th>\n",
              "      <th>shellfish</th>\n",
              "      <th>shells</th>\n",
              "      <th>shelter</th>\n",
              "      <th>shelters</th>\n",
              "      <th>shelving</th>\n",
              "      <th>shen</th>\n",
              "      <th>shenandoah</th>\n",
              "      <th>sheng</th>\n",
              "      <th>shepherd</th>\n",
              "      <th>shepherds</th>\n",
              "      <th>sheremetevskaya</th>\n",
              "      <th>sheri</th>\n",
              "      <th>sheridan</th>\n",
              "      <th>sheriffs</th>\n",
              "      <th>sherlock</th>\n",
              "      <th>sherman</th>\n",
              "      <th>shermans</th>\n",
              "      <th>sherpa</th>\n",
              "      <th>sheryl</th>\n",
              "      <th>shevchenko</th>\n",
              "      <th>shi</th>\n",
              "      <th>shiba</th>\n",
              "      <th>shigeru</th>\n",
              "      <th>shiites</th>\n",
              "      <th>shikoku</th>\n",
              "      <th>shiloh</th>\n",
              "      <th>shin</th>\n",
              "      <th>shinerock</th>\n",
              "      <th>shingen</th>\n",
              "      <th>shinichi</th>\n",
              "      <th>shinrikyo</th>\n",
              "      <th>ship</th>\n",
              "      <th>shipbuilding</th>\n",
              "      <th>shipowners</th>\n",
              "      <th>shipping</th>\n",
              "      <th>ships</th>\n",
              "      <th>shipwreck</th>\n",
              "      <th>shipwrecks</th>\n",
              "      <th>shirley</th>\n",
              "      <th>shirtwaist</th>\n",
              "      <th>shitou</th>\n",
              "      <th>shlomo</th>\n",
              "      <th>shock</th>\n",
              "      <th>shockley</th>\n",
              "      <th>shoe</th>\n",
              "      <th>shoemakers</th>\n",
              "      <th>shoen</th>\n",
              "      <th>shoes</th>\n",
              "      <th>shoguns</th>\n",
              "      <th>shoko</th>\n",
              "      <th>shonagon</th>\n",
              "      <th>shooters</th>\n",
              "      <th>shooting</th>\n",
              "      <th>shootings</th>\n",
              "      <th>shop</th>\n",
              "      <th>shopping</th>\n",
              "      <th>shops</th>\n",
              "      <th>shore</th>\n",
              "      <th>shorelines</th>\n",
              "      <th>short</th>\n",
              "      <th>shorthand</th>\n",
              "      <th>shorts</th>\n",
              "      <th>shoshone</th>\n",
              "      <th>shoshoni</th>\n",
              "      <th>show</th>\n",
              "      <th>showers</th>\n",
              "      <th>shows</th>\n",
              "      <th>shrek</th>\n",
              "      <th>shrews</th>\n",
              "      <th>shrewsbury</th>\n",
              "      <th>shrimps</th>\n",
              "      <th>shrines</th>\n",
              "      <th>shropshire</th>\n",
              "      <th>shroud</th>\n",
              "      <th>shrubs</th>\n",
              "      <th>shugak</th>\n",
              "      <th>shui</th>\n",
              "      <th>shulman</th>\n",
              "      <th>shusaku</th>\n",
              "      <th>shuttle</th>\n",
              "      <th>shuttles</th>\n",
              "      <th>siam</th>\n",
              "      <th>siamese</th>\n",
              "      <th>siberia</th>\n",
              "      <th>sibirskaia</th>\n",
              "      <th>sibley</th>\n",
              "      <th>sibling</th>\n",
              "      <th>sica</th>\n",
              "      <th>sicheng</th>\n",
              "      <th>sichuan</th>\n",
              "      <th>sicilly</th>\n",
              "      <th>sicily</th>\n",
              "      <th>sick</th>\n",
              "      <th>sickle</th>\n",
              "      <th>sid</th>\n",
              "      <th>side</th>\n",
              "      <th>siding</th>\n",
              "      <th>sidner</th>\n",
              "      <th>sidney</th>\n",
              "      <th>siegal</th>\n",
              "      <th>siege</th>\n",
              "      <th>siegel</th>\n",
              "      <th>sieges</th>\n",
              "      <th>siegfried</th>\n",
              "      <th>sierra</th>\n",
              "      <th>sieur</th>\n",
              "      <th>sightings</th>\n",
              "      <th>sigma</th>\n",
              "      <th>sigmund</th>\n",
              "      <th>sign</th>\n",
              "      <th>signaling</th>\n",
              "      <th>signals</th>\n",
              "      <th>signboards</th>\n",
              "      <th>signers</th>\n",
              "      <th>signs</th>\n",
              "      <th>sigrid</th>\n",
              "      <th>sihasapa</th>\n",
              "      <th>sikhs</th>\n",
              "      <th>siksika</th>\n",
              "      <th>sildenafil</th>\n",
              "      <th>silence</th>\n",
              "      <th>silent</th>\n",
              "      <th>silhouettes</th>\n",
              "      <th>silius</th>\n",
              "      <th>silk</th>\n",
              "      <th>silver</th>\n",
              "      <th>silverman</th>\n",
              "      <th>silversmiths</th>\n",
              "      <th>silverton</th>\n",
              "      <th>silverwork</th>\n",
              "      <th>silvestre</th>\n",
              "      <th>simecka</th>\n",
              "      <th>simeon</th>\n",
              "      <th>simmons</th>\n",
              "      <th>simon</th>\n",
              "      <th>simone</th>\n",
              "      <th>simons</th>\n",
              "      <th>simple</th>\n",
              "      <th>simplicity</th>\n",
              "      <th>simplified</th>\n",
              "      <th>simpson</th>\n",
              "      <th>simpsons</th>\n",
              "      <th>simulation</th>\n",
              "      <th>simunek</th>\n",
              "      <th>sin</th>\n",
              "      <th>sinai</th>\n",
              "      <th>sinatra</th>\n",
              "      <th>sinclair</th>\n",
              "      <th>sing</th>\n",
              "      <th>singapore</th>\n",
              "      <th>singer</th>\n",
              "      <th>singers</th>\n",
              "      <th>singing</th>\n",
              "      <th>single</th>\n",
              "      <th>singleton</th>\n",
              "      <th>sino</th>\n",
              "      <th>sinologists</th>\n",
              "      <th>sins</th>\n",
              "      <th>siobhan</th>\n",
              "      <th>sir</th>\n",
              "      <th>sister</th>\n",
              "      <th>sisters</th>\n",
              "      <th>sistina</th>\n",
              "      <th>sistine</th>\n",
              "      <th>sitar</th>\n",
              "      <th>site</th>\n",
              "      <th>sites</th>\n",
              "      <th>sitting</th>\n",
              "      <th>situationniste</th>\n",
              "      <th>six</th>\n",
              "      <th>sixten</th>\n",
              "      <th>sixties</th>\n",
              "      <th>size</th>\n",
              "      <th>skagit</th>\n",
              "      <th>skateboarders</th>\n",
              "      <th>skateboarding</th>\n",
              "      <th>skateboards</th>\n",
              "      <th>skating</th>\n",
              "      <th>skeleton</th>\n",
              "      <th>sketchbooks</th>\n",
              "      <th>sketches</th>\n",
              "      <th>ski</th>\n",
              "      <th>skid</th>\n",
              "      <th>skiing</th>\n",
              "      <th>skillet</th>\n",
              "      <th>skills</th>\n",
              "      <th>skin</th>\n",
              "      <th>skinks</th>\n",
              "      <th>skinner</th>\n",
              "      <th>skip</th>\n",
              "      <th>skipping</th>\n",
              "      <th>skippyjon</th>\n",
              "      <th>skirts</th>\n",
              "      <th>skis</th>\n",
              "      <th>skolian</th>\n",
              "      <th>skull</th>\n",
              "      <th>skunks</th>\n",
              "      <th>sky</th>\n",
              "      <th>skylights</th>\n",
              "      <th>skyscrapers</th>\n",
              "      <th>skywalker</th>\n",
              "      <th>slack</th>\n",
              "      <th>slander</th>\n",
              "      <th>slang</th>\n",
              "      <th>slave</th>\n",
              "      <th>slaveholders</th>\n",
              "      <th>slavery</th>\n",
              "      <th>slaves</th>\n",
              "      <th>slavomir</th>\n",
              "      <th>slayer</th>\n",
              "      <th>sled</th>\n",
              "      <th>sledding</th>\n",
              "      <th>sleep</th>\n",
              "      <th>sleeping</th>\n",
              "      <th>sleepovers</th>\n",
              "      <th>slim</th>\n",
              "      <th>slip</th>\n",
              "      <th>slippers</th>\n",
              "      <th>sloane</th>\n",
              "      <th>slope</th>\n",
              "      <th>slot</th>\n",
              "      <th>sloths</th>\n",
              "      <th>slovakia</th>\n",
              "      <th>slow</th>\n",
              "      <th>slugs</th>\n",
              "      <th>slyde</th>\n",
              "      <th>small</th>\n",
              "      <th>smallpox</th>\n",
              "      <th>smallwood</th>\n",
              "      <th>smashed</th>\n",
              "      <th>smell</th>\n",
              "      <th>smile</th>\n",
              "      <th>smiley</th>\n",
              "      <th>smiling</th>\n",
              "      <th>smith</th>\n",
              "      <th>smithsonian</th>\n",
              "      <th>smoke</th>\n",
              "      <th>smoked</th>\n",
              "      <th>smokejumpers</th>\n",
              "      <th>smokey</th>\n",
              "      <th>smoking</th>\n",
              "      <th>smoky</th>\n",
              "      <th>smugglers</th>\n",
              "      <th>smuggling</th>\n",
              "      <th>snack</th>\n",
              "      <th>snails</th>\n",
              "      <th>snake</th>\n",
              "      <th>snakebites</th>\n",
              "      <th>snakes</th>\n",
              "      <th>snare</th>\n",
              "      <th>sneakers</th>\n",
              "      <th>sneeze</th>\n",
              "      <th>snobbishness</th>\n",
              "      <th>snobs</th>\n",
              "      <th>snoring</th>\n",
              "      <th>snow</th>\n",
              "      <th>snowballs</th>\n",
              "      <th>snowboarding</th>\n",
              "      <th>snowdon</th>\n",
              "      <th>snowflakes</th>\n",
              "      <th>snowmen</th>\n",
              "      <th>snowshoeing</th>\n",
              "      <th>snowshoes</th>\n",
              "      <th>snowy</th>\n",
              "      <th>snyder</th>\n",
              "      <th>soap</th>\n",
              "      <th>soaring</th>\n",
              "      <th>soccer</th>\n",
              "      <th>social</th>\n",
              "      <th>socialism</th>\n",
              "      <th>socialists</th>\n",
              "      <th>socialites</th>\n",
              "      <th>socialization</th>\n",
              "      <th>societies</th>\n",
              "      <th>society</th>\n",
              "      <th>sociobiology</th>\n",
              "      <th>sociological</th>\n",
              "      <th>sociologists</th>\n",
              "      <th>sociology</th>\n",
              "      <th>socks</th>\n",
              "      <th>socrates</th>\n",
              "      <th>soda</th>\n",
              "      <th>soekarno</th>\n",
              "      <th>soft</th>\n",
              "      <th>softball</th>\n",
              "      <th>software</th>\n",
              "      <th>sohappy</th>\n",
              "      <th>soil</th>\n",
              "      <th>soils</th>\n",
              "      <th>sojourner</th>\n",
              "      <th>soka</th>\n",
              "      <th>sol</th>\n",
              "      <th>solano</th>\n",
              "      <th>solar</th>\n",
              "      <th>solberg</th>\n",
              "      <th>soldier</th>\n",
              "      <th>soldiers</th>\n",
              "      <th>soleil</th>\n",
              "      <th>solidarity</th>\n",
              "      <th>solidarnosc</th>\n",
              "      <th>soliders</th>\n",
              "      <th>solitaire</th>\n",
              "      <th>solitude</th>\n",
              "      <th>solly</th>\n",
              "      <th>solo</th>\n",
              "      <th>solomon</th>\n",
              "      <th>solovetski</th>\n",
              "      <th>solovetskii</th>\n",
              "      <th>solpugida</th>\n",
              "      <th>solstice</th>\n",
              "      <th>solvent</th>\n",
              "      <th>solvents</th>\n",
              "      <th>solving</th>\n",
              "      <th>somali</th>\n",
              "      <th>somalia</th>\n",
              "      <th>somatotypes</th>\n",
              "      <th>somerled</th>\n",
              "      <th>somers</th>\n",
              "      <th>somerset</th>\n",
              "      <th>sommernachtstraum</th>\n",
              "      <th>sommersett</th>\n",
              "      <th>son</th>\n",
              "      <th>sonatas</th>\n",
              "      <th>sondheim</th>\n",
              "      <th>sone</th>\n",
              "      <th>sones</th>\n",
              "      <th>song</th>\n",
              "      <th>songbirds</th>\n",
              "      <th>songbooks</th>\n",
              "      <th>songs</th>\n",
              "      <th>sonia</th>\n",
              "      <th>sonic</th>\n",
              "      <th>sonneborn</th>\n",
              "      <th>sonnets</th>\n",
              "      <th>sonny</th>\n",
              "      <th>sonoma</th>\n",
              "      <th>sonoran</th>\n",
              "      <th>sons</th>\n",
              "      <th>sookie</th>\n",
              "      <th>sophia</th>\n",
              "      <th>sophie</th>\n",
              "      <th>sopranos</th>\n",
              "      <th>sothebys</th>\n",
              "      <th>souad</th>\n",
              "      <th>soul</th>\n",
              "      <th>souls</th>\n",
              "      <th>sound</th>\n",
              "      <th>sounds</th>\n",
              "      <th>soup</th>\n",
              "      <th>soups</th>\n",
              "      <th>source</th>\n",
              "      <th>sources</th>\n",
              "      <th>south</th>\n",
              "      <th>southampton</th>\n",
              "      <th>southeast</th>\n",
              "      <th>southeastern</th>\n",
              "      <th>southern</th>\n",
              "      <th>southwest</th>\n",
              "      <th>southwestern</th>\n",
              "      <th>southwstern</th>\n",
              "      <th>sovereignty</th>\n",
              "      <th>soviet</th>\n",
              "      <th>sox</th>\n",
              "      <th>sozialforschung</th>\n",
              "      <th>space</th>\n",
              "      <th>spacecraft</th>\n",
              "      <th>spaces</th>\n",
              "      <th>spade</th>\n",
              "      <th>spaghetti</th>\n",
              "      <th>spain</th>\n",
              "      <th>spangled</th>\n",
              "      <th>spaniards</th>\n",
              "      <th>spaniels</th>\n",
              "      <th>spanische</th>\n",
              "      <th>spanish</th>\n",
              "      <th>spanos</th>\n",
              "      <th>spark</th>\n",
              "      <th>sparkling</th>\n",
              "      <th>sparre</th>\n",
              "      <th>sparrows</th>\n",
              "      <th>sparta</th>\n",
              "      <th>speakers</th>\n",
              "      <th>speaking</th>\n",
              "      <th>spears</th>\n",
              "      <th>special</th>\n",
              "      <th>specialists</th>\n",
              "      <th>specialty</th>\n",
              "      <th>species</th>\n",
              "      <th>specifications</th>\n",
              "      <th>specimens</th>\n",
              "      <th>speculation</th>\n",
              "      <th>speech</th>\n",
              "      <th>speeches</th>\n",
              "      <th>speechwriting</th>\n",
              "      <th>speed</th>\n",
              "      <th>speer</th>\n",
              "      <th>spelling</th>\n",
              "      <th>spells</th>\n",
              "      <th>spelunkers</th>\n",
              "      <th>spencer</th>\n",
              "      <th>spender</th>\n",
              "      <th>spending</th>\n",
              "      <th>spenser</th>\n",
              "      <th>sphere</th>\n",
              "      <th>sphinx</th>\n",
              "      <th>sphinxes</th>\n",
              "      <th>spice</th>\n",
              "      <th>spices</th>\n",
              "      <th>spider</th>\n",
              "      <th>spiders</th>\n",
              "      <th>spies</th>\n",
              "      <th>spike</th>\n",
              "      <th>spina</th>\n",
              "      <th>spinal</th>\n",
              "      <th>spinning</th>\n",
              "      <th>spinoza</th>\n",
              "      <th>spira</th>\n",
              "      <th>spirit</th>\n",
              "      <th>spirits</th>\n",
              "      <th>spiritual</th>\n",
              "      <th>spiritualia</th>\n",
              "      <th>spiritualism</th>\n",
              "      <th>spiritualists</th>\n",
              "      <th>spirituality</th>\n",
              "      <th>spirituals</th>\n",
              "      <th>spiritus</th>\n",
              "      <th>spitzer</th>\n",
              "      <th>spock</th>\n",
              "      <th>spokane</th>\n",
              "      <th>spoken</th>\n",
              "      <th>spong</th>\n",
              "      <th>spongebob</th>\n",
              "      <th>sponges</th>\n",
              "      <th>spongiform</th>\n",
              "      <th>sponsored</th>\n",
              "      <th>sponsors</th>\n",
              "      <th>sponsorship</th>\n",
              "      <th>spooner</th>\n",
              "      <th>sport</th>\n",
              "      <th>sporting</th>\n",
              "      <th>sports</th>\n",
              "      <th>sportsmanship</th>\n",
              "      <th>spotsylvania</th>\n",
              "      <th>spotted</th>\n",
              "      <th>spouses</th>\n",
              "      <th>spragg</th>\n",
              "      <th>spratling</th>\n",
              "      <th>spreadsheets</th>\n",
              "      <th>spring</th>\n",
              "      <th>springer</th>\n",
              "      <th>springs</th>\n",
              "      <th>springtime</th>\n",
              "      <th>sprinkler</th>\n",
              "      <th>sprinklers</th>\n",
              "      <th>sprouts</th>\n",
              "      <th>spy</th>\n",
              "      <th>sql</th>\n",
              "      <th>squadron</th>\n",
              "      <th>square</th>\n",
              "      <th>squarepants</th>\n",
              "      <th>squash</th>\n",
              "      <th>squatter</th>\n",
              "      <th>squez</th>\n",
              "      <th>squids</th>\n",
              "      <th>squirrels</th>\n",
              "      <th>sri</th>\n",
              "      <th>st</th>\n",
              "      <th>stabat</th>\n",
              "      <th>stables</th>\n",
              "      <th>stackhouse</th>\n",
              "      <th>stadiums</th>\n",
              "      <th>stage</th>\n",
              "      <th>staggerford</th>\n",
              "      <th>stagolee</th>\n",
              "      <th>staining</th>\n",
              "      <th>stainless</th>\n",
              "      <th>stair</th>\n",
              "      <th>stalin</th>\n",
              "      <th>stalingrad</th>\n",
              "      <th>stalkers</th>\n",
              "      <th>stalking</th>\n",
              "      <th>stallions</th>\n",
              "      <th>stamford</th>\n",
              "      <th>stamp</th>\n",
              "      <th>stamper</th>\n",
              "      <th>stan</th>\n",
              "      <th>stand</th>\n",
              "      <th>standard</th>\n",
              "      <th>standardbred</th>\n",
              "      <th>standards</th>\n",
              "      <th>stander</th>\n",
              "      <th>stanford</th>\n",
              "      <th>stanger</th>\n",
              "      <th>stanley</th>\n",
              "      <th>stanton</th>\n",
              "      <th>stanwood</th>\n",
              "      <th>staples</th>\n",
              "      <th>star</th>\n",
              "      <th>starbuck</th>\n",
              "      <th>starbucks</th>\n",
              "      <th>starfishes</th>\n",
              "      <th>starletta</th>\n",
              "      <th>stars</th>\n",
              "      <th>state</th>\n",
              "      <th>statements</th>\n",
              "      <th>staten</th>\n",
              "      <th>states</th>\n",
              "      <th>statesman</th>\n",
              "      <th>statesmen</th>\n",
              "      <th>statezspokane</th>\n",
              "      <th>station</th>\n",
              "      <th>stationery</th>\n",
              "      <th>stations</th>\n",
              "      <th>statistical</th>\n",
              "      <th>statistics</th>\n",
              "      <th>statue</th>\n",
              "      <th>statues</th>\n",
              "      <th>stature</th>\n",
              "      <th>status</th>\n",
              "      <th>stayner</th>\n",
              "      <th>steadfast</th>\n",
              "      <th>stealing</th>\n",
              "      <th>stealth</th>\n",
              "      <th>steam</th>\n",
              "      <th>steamboat</th>\n",
              "      <th>steamboats</th>\n",
              "      <th>steaming</th>\n",
              "      <th>steamship</th>\n",
              "      <th>stearns</th>\n",
              "      <th>steed</th>\n",
              "      <th>steegmuller</th>\n",
              "      <th>steel</th>\n",
              "      <th>steele</th>\n",
              "      <th>steelhead</th>\n",
              "      <th>steering</th>\n",
              "      <th>stefano</th>\n",
              "      <th>stefanos</th>\n",
              "      <th>stegosaurus</th>\n",
              "      <th>stein</th>\n",
              "      <th>steinbach</th>\n",
              "      <th>steinbeck</th>\n",
              "      <th>steinbrenner</th>\n",
              "      <th>stella</th>\n",
              "      <th>stem</th>\n",
              "      <th>stencil</th>\n",
              "      <th>steno</th>\n",
              "      <th>stenonychosaurus</th>\n",
              "      <th>step</th>\n",
              "      <th>stepanovych</th>\n",
              "      <th>stepfamilies</th>\n",
              "      <th>stepfathers</th>\n",
              "      <th>stephanie</th>\n",
              "      <th>stephen</th>\n",
              "      <th>stephens</th>\n",
              "      <th>stepmothers</th>\n",
              "      <th>stepparents</th>\n",
              "      <th>steppe</th>\n",
              "      <th>stereotype</th>\n",
              "      <th>stereotypes</th>\n",
              "      <th>stern</th>\n",
              "      <th>sterna</th>\n",
              "      <th>steroids</th>\n",
              "      <th>sterreichische</th>\n",
              "      <th>steve</th>\n",
              "      <th>stevedores</th>\n",
              "      <th>steven</th>\n",
              "      <th>stevens</th>\n",
              "      <th>stevenson</th>\n",
              "      <th>steves</th>\n",
              "      <th>stevia</th>\n",
              "      <th>stewart</th>\n",
              "      <th>stickeen</th>\n",
              "      <th>stickley</th>\n",
              "      <th>stieglitz</th>\n",
              "      <th>stienstra</th>\n",
              "      <th>stigma</th>\n",
              "      <th>stigmatization</th>\n",
              "      <th>still</th>\n",
              "      <th>stillbirth</th>\n",
              "      <th>stiller</th>\n",
              "      <th>stilton</th>\n",
              "      <th>stimson</th>\n",
              "      <th>stitch</th>\n",
              "      <th>stock</th>\n",
              "      <th>stockbrokers</th>\n",
              "      <th>stockhausen</th>\n",
              "      <th>stockholm</th>\n",
              "      <th>stocks</th>\n",
              "      <th>stocznia</th>\n",
              "      <th>stoics</th>\n",
              "      <th>stoker</th>\n",
              "      <th>stone</th>\n",
              "      <th>stonecutters</th>\n",
              "      <th>stonehenge</th>\n",
              "      <th>stonemasonry</th>\n",
              "      <th>stonemasons</th>\n",
              "      <th>stoner</th>\n",
              "      <th>stones</th>\n",
              "      <th>stonewall</th>\n",
              "      <th>stooges</th>\n",
              "      <th>storace</th>\n",
              "      <th>storage</th>\n",
              "      <th>store</th>\n",
              "      <th>stores</th>\n",
              "      <th>stories</th>\n",
              "      <th>storms</th>\n",
              "      <th>story</th>\n",
              "      <th>storytellers</th>\n",
              "      <th>storytelling</th>\n",
              "      <th>stovall</th>\n",
              "      <th>stoves</th>\n",
              "      <th>stowaways</th>\n",
              "      <th>strachey</th>\n",
              "      <th>stradivari</th>\n",
              "      <th>strand</th>\n",
              "      <th>strange</th>\n",
              "      <th>strangers</th>\n",
              "      <th>strangling</th>\n",
              "      <th>strategic</th>\n",
              "      <th>strategy</th>\n",
              "      <th>stratigraphic</th>\n",
              "      <th>stravinsky</th>\n",
              "      <th>straw</th>\n",
              "      <th>strawberries</th>\n",
              "      <th>stream</th>\n",
              "      <th>street</th>\n",
              "      <th>streetcars</th>\n",
              "      <th>streets</th>\n",
              "      <th>strength</th>\n",
              "      <th>strengthening</th>\n",
              "      <th>stress</th>\n",
              "      <th>stretching</th>\n",
              "      <th>strike</th>\n",
              "      <th>strikes</th>\n",
              "      <th>string</th>\n",
              "      <th>stringed</th>\n",
              "      <th>stringer</th>\n",
              "      <th>strip</th>\n",
              "      <th>strips</th>\n",
              "      <th>stripteasers</th>\n",
              "      <th>strong</th>\n",
              "      <th>structural</th>\n",
              "      <th>structuralism</th>\n",
              "      <th>structure</th>\n",
              "      <th>structures</th>\n",
              "      <th>stuart</th>\n",
              "      <th>student</th>\n",
              "      <th>students</th>\n",
              "      <th>studies</th>\n",
              "      <th>studio</th>\n",
              "      <th>studios</th>\n",
              "      <th>study</th>\n",
              "      <th>stuffed</th>\n",
              "      <th>stunt</th>\n",
              "      <th>stupidity</th>\n",
              "      <th>sturges</th>\n",
              "      <th>sturgis</th>\n",
              "      <th>stuttering</th>\n",
              "      <th>style</th>\n",
              "      <th>styles</th>\n",
              "      <th>su</th>\n",
              "      <th>sub</th>\n",
              "      <th>subcommittee</th>\n",
              "      <th>subconsciousness</th>\n",
              "      <th>subculture</th>\n",
              "      <th>subdivision</th>\n",
              "      <th>suberman</th>\n",
              "      <th>subic</th>\n",
              "      <th>subject</th>\n",
              "      <th>subjectivity</th>\n",
              "      <th>submarine</th>\n",
              "      <th>submarines</th>\n",
              "      <th>substance</th>\n",
              "      <th>substances</th>\n",
              "      <th>substitute</th>\n",
              "      <th>subterranean</th>\n",
              "      <th>subtraction</th>\n",
              "      <th>suburban</th>\n",
              "      <th>suburbs</th>\n",
              "      <th>subversive</th>\n",
              "      <th>subways</th>\n",
              "      <th>success</th>\n",
              "      <th>successful</th>\n",
              "      <th>succession</th>\n",
              "      <th>succulent</th>\n",
              "      <th>sudan</th>\n",
              "      <th>sudden</th>\n",
              "      <th>sue</th>\n",
              "      <th>suffering</th>\n",
              "      <th>suffolk</th>\n",
              "      <th>suffrage</th>\n",
              "      <th>suffragists</th>\n",
              "      <th>sufi</th>\n",
              "      <th>sufism</th>\n",
              "      <th>sugar</th>\n",
              "      <th>suggestion</th>\n",
              "      <th>suggestive</th>\n",
              "      <th>suh</th>\n",
              "      <th>suicidal</th>\n",
              "      <th>suicide</th>\n",
              "      <th>suidae</th>\n",
              "      <th>suites</th>\n",
              "      <th>sulfone</th>\n",
              "      <th>suling</th>\n",
              "      <th>sulla</th>\n",
              "      <th>sullivan</th>\n",
              "      <th>sullivans</th>\n",
              "      <th>sulpice</th>\n",
              "      <th>sultan</th>\n",
              "      <th>sultans</th>\n",
              "      <th>sum</th>\n",
              "      <th>sumatra</th>\n",
              "      <th>sumerians</th>\n",
              "      <th>summer</th>\n",
              "      <th>sumner</th>\n",
              "      <th>sumo</th>\n",
              "      <th>sun</th>\n",
              "      <th>sunday</th>\n",
              "      <th>sunflowers</th>\n",
              "      <th>sunny</th>\n",
              "      <th>sunset</th>\n",
              "      <th>super</th>\n",
              "      <th>superhero</th>\n",
              "      <th>superheroes</th>\n",
              "      <th>superhighway</th>\n",
              "      <th>superintendent</th>\n",
              "      <th>superintendents</th>\n",
              "      <th>superman</th>\n",
              "      <th>supernatural</th>\n",
              "      <th>supernovae</th>\n",
              "      <th>supersonics</th>\n",
              "      <th>superstition</th>\n",
              "      <th>superstring</th>\n",
              "      <th>superv</th>\n",
              "      <th>supervision</th>\n",
              "      <th>supervisors</th>\n",
              "      <th>supper</th>\n",
              "      <th>suppers</th>\n",
              "      <th>supplements</th>\n",
              "      <th>supplies</th>\n",
              "      <th>supply</th>\n",
              "      <th>support</th>\n",
              "      <th>supremacy</th>\n",
              "      <th>suprematism</th>\n",
              "      <th>supreme</th>\n",
              "      <th>suquamish</th>\n",
              "      <th>sur</th>\n",
              "      <th>surajprasad</th>\n",
              "      <th>surface</th>\n",
              "      <th>surfaces</th>\n",
              "      <th>surfers</th>\n",
              "      <th>surfing</th>\n",
              "      <th>surgeons</th>\n",
              "      <th>surgery</th>\n",
              "      <th>surrealism</th>\n",
              "      <th>surrogate</th>\n",
              "      <th>surveillance</th>\n",
              "      <th>surveying</th>\n",
              "      <th>surveys</th>\n",
              "      <th>survival</th>\n",
              "      <th>survivor</th>\n",
              "      <th>survivors</th>\n",
              "      <th>susan</th>\n",
              "      <th>susanna</th>\n",
              "      <th>sushi</th>\n",
              "      <th>suspense</th>\n",
              "      <th>sussex</th>\n",
              "      <th>sustainable</th>\n",
              "      <th>sutherland</th>\n",
              "      <th>suttapitaka</th>\n",
              "      <th>suzanne</th>\n",
              "      <th>suzuki</th>\n",
              "      <th>svarocisa</th>\n",
              "      <th>sviashchennaia</th>\n",
              "      <th>sviatoslav</th>\n",
              "      <th>swahili</th>\n",
              "      <th>swamp</th>\n",
              "      <th>swamps</th>\n",
              "      <th>swan</th>\n",
              "      <th>swans</th>\n",
              "      <th>swanson</th>\n",
              "      <th>swashbuckler</th>\n",
              "      <th>sweaters</th>\n",
              "      <th>sweatshops</th>\n",
              "      <th>sweden</th>\n",
              "      <th>swedenborg</th>\n",
              "      <th>swedish</th>\n",
              "      <th>sweeney</th>\n",
              "      <th>sweeny</th>\n",
              "      <th>sweet</th>\n",
              "      <th>sweetness</th>\n",
              "      <th>swensen</th>\n",
              "      <th>swift</th>\n",
              "      <th>swimmers</th>\n",
              "      <th>swimming</th>\n",
              "      <th>swinbrooke</th>\n",
              "      <th>swindlers</th>\n",
              "      <th>swindling</th>\n",
              "      <th>swine</th>\n",
              "      <th>swing</th>\n",
              "      <th>swiss</th>\n",
              "      <th>switched</th>\n",
              "      <th>switching</th>\n",
              "      <th>switzerland</th>\n",
              "      <th>swofford</th>\n",
              "      <th>swoopes</th>\n",
              "      <th>swordfish</th>\n",
              "      <th>swordplay</th>\n",
              "      <th>swords</th>\n",
              "      <th>swordsmen</th>\n",
              "      <th>sybille</th>\n",
              "      <th>sydenstricker</th>\n",
              "      <th>sydney</th>\n",
              "      <th>syllabi</th>\n",
              "      <th>sylvester</th>\n",
              "      <th>sylvia</th>\n",
              "      <th>sylvie</th>\n",
              "      <th>symbolic</th>\n",
              "      <th>symbolism</th>\n",
              "      <th>symbols</th>\n",
              "      <th>symmes</th>\n",
              "      <th>symmetry</th>\n",
              "      <th>symphonic</th>\n",
              "      <th>symphonies</th>\n",
              "      <th>symptoms</th>\n",
              "      <th>synagogue</th>\n",
              "      <th>synagogues</th>\n",
              "      <th>sync</th>\n",
              "      <th>synchronization</th>\n",
              "      <th>synder</th>\n",
              "      <th>syndrome</th>\n",
              "      <th>syndromes</th>\n",
              "      <th>synesthesia</th>\n",
              "      <th>synonyms</th>\n",
              "      <th>syntax</th>\n",
              "      <th>synthesizer</th>\n",
              "      <th>syracuse</th>\n",
              "      <th>syria</th>\n",
              "      <th>syrup</th>\n",
              "      <th>system</th>\n",
              "      <th>systems</th>\n",
              "      <th>sze</th>\n",
              "      <th>szilard</th>\n",
              "      <th>szpilman</th>\n",
              "      <th>tabasco</th>\n",
              "      <th>tabla</th>\n",
              "      <th>table</th>\n",
              "      <th>tables</th>\n",
              "      <th>tableware</th>\n",
              "      <th>tabloid</th>\n",
              "      <th>taboo</th>\n",
              "      <th>tacitus</th>\n",
              "      <th>tactics</th>\n",
              "      <th>tadashi</th>\n",
              "      <th>tadasuke</th>\n",
              "      <th>tadema</th>\n",
              "      <th>tadeusz</th>\n",
              "      <th>tadpoles</th>\n",
              "      <th>tae</th>\n",
              "      <th>tafkidim</th>\n",
              "      <th>taft</th>\n",
              "      <th>tag</th>\n",
              "      <th>tagalog</th>\n",
              "      <th>tagliapietra</th>\n",
              "      <th>tagore</th>\n",
              "      <th>tah</th>\n",
              "      <th>tahiti</th>\n",
              "      <th>tahoe</th>\n",
              "      <th>tahrir</th>\n",
              "      <th>tai</th>\n",
              "      <th>tail</th>\n",
              "      <th>tailed</th>\n",
              "      <th>tailoring</th>\n",
              "      <th>tailors</th>\n",
              "      <th>taino</th>\n",
              "      <th>taiping</th>\n",
              "      <th>taiwan</th>\n",
              "      <th>taiwanese</th>\n",
              "      <th>takeda</th>\n",
              "      <th>takes</th>\n",
              "      <th>taking</th>\n",
              "      <th>tale</th>\n",
              "      <th>talent</th>\n",
              "      <th>tales</th>\n",
              "      <th>taliaferro</th>\n",
              "      <th>taliban</th>\n",
              "      <th>taliesin</th>\n",
              "      <th>talismans</th>\n",
              "      <th>talk</th>\n",
              "      <th>tall</th>\n",
              "      <th>tallulah</th>\n",
              "      <th>talmud</th>\n",
              "      <th>talmudic</th>\n",
              "      <th>tambura</th>\n",
              "      <th>tamil</th>\n",
              "      <th>tampa</th>\n",
              "      <th>tan</th>\n",
              "      <th>tancred</th>\n",
              "      <th>tang</th>\n",
              "      <th>tangier</th>\n",
              "      <th>tango</th>\n",
              "      <th>tangos</th>\n",
              "      <th>tank</th>\n",
              "      <th>tankas</th>\n",
              "      <th>tanker</th>\n",
              "      <th>tanks</th>\n",
              "      <th>tanner</th>\n",
              "      <th>tantamoq</th>\n",
              "      <th>tantric</th>\n",
              "      <th>tantrism</th>\n",
              "      <th>tanya</th>\n",
              "      <th>tanzania</th>\n",
              "      <th>taoism</th>\n",
              "      <th>taoist</th>\n",
              "      <th>taos</th>\n",
              "      <th>tap</th>\n",
              "      <th>tape</th>\n",
              "      <th>tapes</th>\n",
              "      <th>tapestries</th>\n",
              "      <th>tapestry</th>\n",
              "      <th>tar</th>\n",
              "      <th>tara</th>\n",
              "      <th>tarai</th>\n",
              "      <th>tarantulas</th>\n",
              "      <th>taras</th>\n",
              "      <th>tarawa</th>\n",
              "      <th>tarbell</th>\n",
              "      <th>tardiness</th>\n",
              "      <th>target</th>\n",
              "      <th>tarot</th>\n",
              "      <th>tarzan</th>\n",
              "      <th>tasha</th>\n",
              "      <th>tashi</th>\n",
              "      <th>task</th>\n",
              "      <th>tasmania</th>\n",
              "      <th>tassi</th>\n",
              "      <th>tasso</th>\n",
              "      <th>taste</th>\n",
              "      <th>tasting</th>\n",
              "      <th>tat</th>\n",
              "      <th>tate</th>\n",
              "      <th>tatting</th>\n",
              "      <th>tattlin</th>\n",
              "      <th>tattooing</th>\n",
              "      <th>tatum</th>\n",
              "      <th>tauber</th>\n",
              "      <th>taverns</th>\n",
              "      <th>tavistock</th>\n",
              "      <th>tawny</th>\n",
              "      <th>tax</th>\n",
              "      <th>taxation</th>\n",
              "      <th>taxco</th>\n",
              "      <th>taxicab</th>\n",
              "      <th>taxicabs</th>\n",
              "      <th>tayler</th>\n",
              "      <th>taylor</th>\n",
              "      <th>tbol</th>\n",
              "      <th>tcp</th>\n",
              "      <th>te</th>\n",
              "      <th>tea</th>\n",
              "      <th>teacher</th>\n",
              "      <th>teachers</th>\n",
              "      <th>teaching</th>\n",
              "      <th>teachings</th>\n",
              "      <th>teagarden</th>\n",
              "      <th>team</th>\n",
              "      <th>teams</th>\n",
              "      <th>teamwork</th>\n",
              "      <th>teapots</th>\n",
              "      <th>tearooms</th>\n",
              "      <th>tears</th>\n",
              "      <th>teas</th>\n",
              "      <th>teasing</th>\n",
              "      <th>tebaldi</th>\n",
              "      <th>technical</th>\n",
              "      <th>technicians</th>\n",
              "      <th>technique</th>\n",
              "      <th>techniques</th>\n",
              "      <th>techno</th>\n",
              "      <th>technological</th>\n",
              "      <th>technology</th>\n",
              "      <th>tecumseh</th>\n",
              "      <th>ted</th>\n",
              "      <th>teddy</th>\n",
              "      <th>teeda</th>\n",
              "      <th>teenage</th>\n",
              "      <th>teenager</th>\n",
              "      <th>teenagers</th>\n",
              "      <th>teeth</th>\n",
              "      <th>tehran</th>\n",
              "      <th>tejano</th>\n",
              "      <th>tel</th>\n",
              "      <th>telecommunication</th>\n",
              "      <th>telegraphers</th>\n",
              "      <th>telemark</th>\n",
              "      <th>telemarketing</th>\n",
              "      <th>teleological</th>\n",
              "      <th>teleology</th>\n",
              "      <th>telepathy</th>\n",
              "      <th>telephone</th>\n",
              "      <th>telephones</th>\n",
              "      <th>telephony</th>\n",
              "      <th>teleportation</th>\n",
              "      <th>telescopes</th>\n",
              "      <th>teletubbies</th>\n",
              "      <th>television</th>\n",
              "      <th>telfair</th>\n",
              "      <th>tell</th>\n",
              "      <th>teller</th>\n",
              "      <th>tellers</th>\n",
              "      <th>telling</th>\n",
              "      <th>temperament</th>\n",
              "      <th>temperance</th>\n",
              "      <th>tempest</th>\n",
              "      <th>templar</th>\n",
              "      <th>templars</th>\n",
              "      <th>temple</th>\n",
              "      <th>temples</th>\n",
              "      <th>tempo</th>\n",
              "      <th>temporal</th>\n",
              "      <th>ten</th>\n",
              "      <th>tenancy</th>\n",
              "      <th>tenant</th>\n",
              "      <th>tencendor</th>\n",
              "      <th>tenn</th>\n",
              "      <th>tennessee</th>\n",
              "      <th>tennis</th>\n",
              "      <th>tennison</th>\n",
              "      <th>tenors</th>\n",
              "      <th>tent</th>\n",
              "      <th>tenth</th>\n",
              "      <th>tenure</th>\n",
              "      <th>tenzing</th>\n",
              "      <th>tequila</th>\n",
              "      <th>teresa</th>\n",
              "      <th>terez</th>\n",
              "      <th>term</th>\n",
              "      <th>terminal</th>\n",
              "      <th>terminally</th>\n",
              "      <th>terminals</th>\n",
              "      <th>terminology</th>\n",
              "      <th>termites</th>\n",
              "      <th>terms</th>\n",
              "      <th>terra</th>\n",
              "      <th>terrain</th>\n",
              "      <th>terrier</th>\n",
              "      <th>terriers</th>\n",
              "      <th>territorial</th>\n",
              "      <th>territories</th>\n",
              "      <th>territory</th>\n",
              "      <th>terror</th>\n",
              "      <th>terrorism</th>\n",
              "      <th>terrorist</th>\n",
              "      <th>terrorists</th>\n",
              "      <th>terry</th>\n",
              "      <th>tes</th>\n",
              "      <th>tesla</th>\n",
              "      <th>tess</th>\n",
              "      <th>test</th>\n",
              "      <th>testament</th>\n",
              "      <th>testimony</th>\n",
              "      <th>testing</th>\n",
              "      <th>tests</th>\n",
              "      <th>tesuji</th>\n",
              "      <th>teton</th>\n",
              "      <th>tetralogy</th>\n",
              "      <th>tetrazzini</th>\n",
              "      <th>tex</th>\n",
              "      <th>texas</th>\n",
              "      <th>text</th>\n",
              "      <th>textbooks</th>\n",
              "      <th>textile</th>\n",
              "      <th>textiles</th>\n",
              "      <th>texts</th>\n",
              "      <th>textual</th>\n",
              "      <th>texture</th>\n",
              "      <th>th</th>\n",
              "      <th>thackeray</th>\n",
              "      <th>thai</th>\n",
              "      <th>thailand</th>\n",
              "      <th>thames</th>\n",
              "      <th>thanatology</th>\n",
              "      <th>thanksgiving</th>\n",
              "      <th>thar</th>\n",
              "      <th>thayer</th>\n",
              "      <th>theater</th>\n",
              "      <th>theaters</th>\n",
              "      <th>theatre</th>\n",
              "      <th>theatrical</th>\n",
              "      <th>theft</th>\n",
              "      <th>thefts</th>\n",
              "      <th>theism</th>\n",
              "      <th>thelonious</th>\n",
              "      <th>thematic</th>\n",
              "      <th>theme</th>\n",
              "      <th>themes</th>\n",
              "      <th>theo</th>\n",
              "      <th>theodor</th>\n",
              "      <th>theodore</th>\n",
              "      <th>theologians</th>\n",
              "      <th>theology</th>\n",
              "      <th>theoren</th>\n",
              "      <th>theoretical</th>\n",
              "      <th>theories</th>\n",
              "      <th>theory</th>\n",
              "      <th>thera</th>\n",
              "      <th>therapeutic</th>\n",
              "      <th>therapeutics</th>\n",
              "      <th>therapies</th>\n",
              "      <th>therapist</th>\n",
              "      <th>therapists</th>\n",
              "      <th>therapy</th>\n",
              "      <th>thermodynamics</th>\n",
              "      <th>theroux</th>\n",
              "      <th>theseus</th>\n",
              "      <th>thiebaud</th>\n",
              "      <th>thieves</th>\n",
              "      <th>thing</th>\n",
              "      <th>thinking</th>\n",
              "      <th>thirties</th>\n",
              "      <th>thirty</th>\n",
              "      <th>thomas</th>\n",
              "      <th>thompson</th>\n",
              "      <th>thomson</th>\n",
              "      <th>thor</th>\n",
              "      <th>thoreau</th>\n",
              "      <th>thoris</th>\n",
              "      <th>thorn</th>\n",
              "      <th>thornton</th>\n",
              "      <th>thoroughbred</th>\n",
              "      <th>thorpe</th>\n",
              "      <th>thos</th>\n",
              "      <th>thought</th>\n",
              "      <th>threat</th>\n",
              "      <th>threats</th>\n",
              "      <th>three</th>\n",
              "      <th>thrillers</th>\n",
              "      <th>throat</th>\n",
              "      <th>thromboangiitis</th>\n",
              "      <th>thrush</th>\n",
              "      <th>thugs</th>\n",
              "      <th>thumb</th>\n",
              "      <th>thumbprints</th>\n",
              "      <th>thunder</th>\n",
              "      <th>thunderbird</th>\n",
              "      <th>thunderstorms</th>\n",
              "      <th>thurgood</th>\n",
              "      <th>thursday</th>\n",
              "      <th>thyagasamuthiram</th>\n",
              "      <th>thylacine</th>\n",
              "      <th>thyroid</th>\n",
              "      <th>tiananmen</th>\n",
              "      <th>tibbett</th>\n",
              "      <th>tiberius</th>\n",
              "      <th>tibet</th>\n",
              "      <th>tibetan</th>\n",
              "      <th>tibetans</th>\n",
              "      <th>tic</th>\n",
              "      <th>tica</th>\n",
              "      <th>tide</th>\n",
              "      <th>tie</th>\n",
              "      <th>tiep</th>\n",
              "      <th>tiffany</th>\n",
              "      <th>tiger</th>\n",
              "      <th>tigers</th>\n",
              "      <th>tightrope</th>\n",
              "      <th>tigrinya</th>\n",
              "      <th>tigris</th>\n",
              "      <th>tikal</th>\n",
              "      <th>tilden</th>\n",
              "      <th>tile</th>\n",
              "      <th>tiles</th>\n",
              "      <th>tiling</th>\n",
              "      <th>till</th>\n",
              "      <th>tim</th>\n",
              "      <th>timberlake</th>\n",
              "      <th>time</th>\n",
              "      <th>times</th>\n",
              "      <th>timor</th>\n",
              "      <th>timothy</th>\n",
              "      <th>timpani</th>\n",
              "      <th>timur</th>\n",
              "      <th>tin</th>\n",
              "      <th>tina</th>\n",
              "      <th>tinkers</th>\n",
              "      <th>tintin</th>\n",
              "      <th>tintoretto</th>\n",
              "      <th>tipis</th>\n",
              "      <th>tipitaka</th>\n",
              "      <th>tipperary</th>\n",
              "      <th>tiptree</th>\n",
              "      <th>tissues</th>\n",
              "      <th>titanic</th>\n",
              "      <th>titian</th>\n",
              "      <th>tito</th>\n",
              "      <th>titus</th>\n",
              "      <th>tk</th>\n",
              "      <th>tlingit</th>\n",
              "      <th>toad</th>\n",
              "      <th>toads</th>\n",
              "      <th>toasts</th>\n",
              "      <th>tobacco</th>\n",
              "      <th>tobago</th>\n",
              "      <th>tobias</th>\n",
              "      <th>toby</th>\n",
              "      <th>toccatas</th>\n",
              "      <th>todd</th>\n",
              "      <th>toddlers</th>\n",
              "      <th>toes</th>\n",
              "      <th>tofu</th>\n",
              "      <th>togo</th>\n",
              "      <th>tohono</th>\n",
              "      <th>toilet</th>\n",
              "      <th>tokugawa</th>\n",
              "      <th>tokyo</th>\n",
              "      <th>tole</th>\n",
              "      <th>tolerance</th>\n",
              "      <th>tolerant</th>\n",
              "      <th>toleration</th>\n",
              "      <th>tolkein</th>\n",
              "      <th>tolkien</th>\n",
              "      <th>tolliver</th>\n",
              "      <th>tolstoy</th>\n",
              "      <th>toltec</th>\n",
              "      <th>toltecs</th>\n",
              "      <th>tom</th>\n",
              "      <th>tomatoes</th>\n",
              "      <th>tomb</th>\n",
              "      <th>tombs</th>\n",
              "      <th>tomie</th>\n",
              "      <th>tommy</th>\n",
              "      <th>tompkins</th>\n",
              "      <th>tonga</th>\n",
              "      <th>tongue</th>\n",
              "      <th>tonight</th>\n",
              "      <th>tonk</th>\n",
              "      <th>tonquin</th>\n",
              "      <th>tony</th>\n",
              "      <th>tool</th>\n",
              "      <th>toolkit</th>\n",
              "      <th>tools</th>\n",
              "      <th>tooronto</th>\n",
              "      <th>tooth</th>\n",
              "      <th>toothache</th>\n",
              "      <th>topaz</th>\n",
              "      <th>topeka</th>\n",
              "      <th>topiary</th>\n",
              "      <th>topsail</th>\n",
              "      <th>torah</th>\n",
              "      <th>torie</th>\n",
              "      <th>tornadoes</th>\n",
              "      <th>toronto</th>\n",
              "      <th>torpedo</th>\n",
              "      <th>torquato</th>\n",
              "      <th>tortillas</th>\n",
              "      <th>tortugas</th>\n",
              "      <th>torture</th>\n",
              "      <th>tory</th>\n",
              "      <th>tosches</th>\n",
              "      <th>toshusai</th>\n",
              "      <th>total</th>\n",
              "      <th>totalitarianism</th>\n",
              "      <th>tote</th>\n",
              "      <th>totem</th>\n",
              "      <th>totems</th>\n",
              "      <th>touch</th>\n",
              "      <th>touhy</th>\n",
              "      <th>toulouse</th>\n",
              "      <th>tour</th>\n",
              "      <th>tourette</th>\n",
              "      <th>touring</th>\n",
              "      <th>tourism</th>\n",
              "      <th>tourist</th>\n",
              "      <th>tourists</th>\n",
              "      <th>tournament</th>\n",
              "      <th>tournaments</th>\n",
              "      <th>tours</th>\n",
              "      <th>toussaint</th>\n",
              "      <th>tower</th>\n",
              "      <th>towers</th>\n",
              "      <th>town</th>\n",
              "      <th>towns</th>\n",
              "      <th>townsend</th>\n",
              "      <th>toxicology</th>\n",
              "      <th>toy</th>\n",
              "      <th>toymakers</th>\n",
              "      <th>toys</th>\n",
              "      <th>trace</th>\n",
              "      <th>track</th>\n",
              "      <th>tracking</th>\n",
              "      <th>tracks</th>\n",
              "      <th>tract</th>\n",
              "      <th>tractor</th>\n",
              "      <th>tractors</th>\n",
              "      <th>tracy</th>\n",
              "      <th>trade</th>\n",
              "      <th>trademark</th>\n",
              "      <th>trademarks</th>\n",
              "      <th>traders</th>\n",
              "      <th>trades</th>\n",
              "      <th>tradescant</th>\n",
              "      <th>trading</th>\n",
              "      <th>tradition</th>\n",
              "      <th>traditional</th>\n",
              "      <th>trafalgar</th>\n",
              "      <th>traffic</th>\n",
              "      <th>tragedies</th>\n",
              "      <th>tragedy</th>\n",
              "      <th>tragicomedy</th>\n",
              "      <th>trail</th>\n",
              "      <th>trailer</th>\n",
              "      <th>trailers</th>\n",
              "      <th>trailing</th>\n",
              "      <th>trails</th>\n",
              "      <th>train</th>\n",
              "      <th>trainers</th>\n",
              "      <th>training</th>\n",
              "      <th>trains</th>\n",
              "      <th>trait</th>\n",
              "      <th>tramps</th>\n",
              "      <th>tran</th>\n",
              "      <th>trance</th>\n",
              "      <th>trang</th>\n",
              "      <th>tranquilizing</th>\n",
              "      <th>trans</th>\n",
              "      <th>transatlantic</th>\n",
              "      <th>transcendental</th>\n",
              "      <th>transcendentalism</th>\n",
              "      <th>transcriptions</th>\n",
              "      <th>transcultural</th>\n",
              "      <th>transfer</th>\n",
              "      <th>transfers</th>\n",
              "      <th>transformation</th>\n",
              "      <th>transistor</th>\n",
              "      <th>transit</th>\n",
              "      <th>transition</th>\n",
              "      <th>translating</th>\n",
              "      <th>translations</th>\n",
              "      <th>translators</th>\n",
              "      <th>transliteration</th>\n",
              "      <th>transmission</th>\n",
              "      <th>transmitted</th>\n",
              "      <th>transnational</th>\n",
              "      <th>transpacific</th>\n",
              "      <th>transpersonal</th>\n",
              "      <th>transplant</th>\n",
              "      <th>transplantation</th>\n",
              "      <th>transport</th>\n",
              "      <th>transportation</th>\n",
              "      <th>transports</th>\n",
              "      <th>transsexualism</th>\n",
              "      <th>transsexuals</th>\n",
              "      <th>transvestism</th>\n",
              "      <th>transvestites</th>\n",
              "      <th>transylvania</th>\n",
              "      <th>trapp</th>\n",
              "      <th>trappers</th>\n",
              "      <th>trapping</th>\n",
              "      <th>trappists</th>\n",
              "      <th>trapunto</th>\n",
              "      <th>trash</th>\n",
              "      <th>trauma</th>\n",
              "      <th>traumatic</th>\n",
              "      <th>travel</th>\n",
              "      <th>travelers</th>\n",
              "      <th>travelerswritings</th>\n",
              "      <th>traveling</th>\n",
              "      <th>travellers</th>\n",
              "      <th>travelogues</th>\n",
              "      <th>travels</th>\n",
              "      <th>travers</th>\n",
              "      <th>travis</th>\n",
              "      <th>treasure</th>\n",
              "      <th>treasures</th>\n",
              "      <th>treatment</th>\n",
              "      <th>tree</th>\n",
              "      <th>trees</th>\n",
              "      <th>trek</th>\n",
              "      <th>trellises</th>\n",
              "      <th>trent</th>\n",
              "      <th>trenton</th>\n",
              "      <th>tres</th>\n",
              "      <th>trevi</th>\n",
              "      <th>trevithick</th>\n",
              "      <th>trial</th>\n",
              "      <th>trials</th>\n",
              "      <th>triangle</th>\n",
              "      <th>triangles</th>\n",
              "      <th>triathlon</th>\n",
              "      <th>tribes</th>\n",
              "      <th>tribulation</th>\n",
              "      <th>triceratops</th>\n",
              "      <th>tricks</th>\n",
              "      <th>tricksters</th>\n",
              "      <th>trieste</th>\n",
              "      <th>trigonometry</th>\n",
              "      <th>trillin</th>\n",
              "      <th>trillion</th>\n",
              "      <th>trim</th>\n",
              "      <th>trimming</th>\n",
              "      <th>trinidad</th>\n",
              "      <th>trinidadians</th>\n",
              "      <th>trinity</th>\n",
              "      <th>trio</th>\n",
              "      <th>trios</th>\n",
              "      <th>triplets</th>\n",
              "      <th>trips</th>\n",
              "      <th>trisha</th>\n",
              "      <th>tristan</th>\n",
              "      <th>trojan</th>\n",
              "      <th>trojans</th>\n",
              "      <th>trolls</th>\n",
              "      <th>trombone</th>\n",
              "      <th>trombones</th>\n",
              "      <th>trompe</th>\n",
              "      <th>troops</th>\n",
              "      <th>tropez</th>\n",
              "      <th>tropic</th>\n",
              "      <th>tropical</th>\n",
              "      <th>tropics</th>\n",
              "      <th>troubadours</th>\n",
              "      <th>troupe</th>\n",
              "      <th>trout</th>\n",
              "      <th>trove</th>\n",
              "      <th>troves</th>\n",
              "      <th>troy</th>\n",
              "      <th>truck</th>\n",
              "      <th>trucks</th>\n",
              "      <th>true</th>\n",
              "      <th>truffaut</th>\n",
              "      <th>trujillo</th>\n",
              "      <th>truman</th>\n",
              "      <th>trumbull</th>\n",
              "      <th>trumpet</th>\n",
              "      <th>trumpeter</th>\n",
              "      <th>trumpets</th>\n",
              "      <th>truro</th>\n",
              "      <th>trust</th>\n",
              "      <th>trusts</th>\n",
              "      <th>truth</th>\n",
              "      <th>truthfulness</th>\n",
              "      <th>try</th>\n",
              "      <th>tsan</th>\n",
              "      <th>tsien</th>\n",
              "      <th>tsimshian</th>\n",
              "      <th>tsugunosuke</th>\n",
              "      <th>tsunamis</th>\n",
              "      <th>tuaregs</th>\n",
              "      <th>tub</th>\n",
              "      <th>tuba</th>\n",
              "      <th>tuberculosis</th>\n",
              "      <th>tubes</th>\n",
              "      <th>tucker</th>\n",
              "      <th>tucson</th>\n",
              "      <th>tudor</th>\n",
              "      <th>tudors</th>\n",
              "      <th>tugboats</th>\n",
              "      <th>tula</th>\n",
              "      <th>tule</th>\n",
              "      <th>tulip</th>\n",
              "      <th>tulips</th>\n",
              "      <th>tulsa</th>\n",
              "      <th>tultepec</th>\n",
              "      <th>tumors</th>\n",
              "      <th>tuna</th>\n",
              "      <th>tunes</th>\n",
              "      <th>tung</th>\n",
              "      <th>tunisia</th>\n",
              "      <th>tunisian</th>\n",
              "      <th>tunnel</th>\n",
              "      <th>tunneling</th>\n",
              "      <th>tunnels</th>\n",
              "      <th>tuoc</th>\n",
              "      <th>tupac</th>\n",
              "      <th>tupolev</th>\n",
              "      <th>tuppence</th>\n",
              "      <th>turbans</th>\n",
              "      <th>turin</th>\n",
              "      <th>turing</th>\n",
              "      <th>turkey</th>\n",
              "      <th>turkish</th>\n",
              "      <th>turkmenistan</th>\n",
              "      <th>turner</th>\n",
              "      <th>turning</th>\n",
              "      <th>turnips</th>\n",
              "      <th>turnipseed</th>\n",
              "      <th>turrell</th>\n",
              "      <th>turtles</th>\n",
              "      <th>tuscan</th>\n",
              "      <th>tuscany</th>\n",
              "      <th>tuskegee</th>\n",
              "      <th>tutankhamen</th>\n",
              "      <th>tutoring</th>\n",
              "      <th>tutors</th>\n",
              "      <th>tutsi</th>\n",
              "      <th>tuva</th>\n",
              "      <th>tuvia</th>\n",
              "      <th>tuvinian</th>\n",
              "      <th>tuzman</th>\n",
              "      <th>tv</th>\n",
              "      <th>twain</th>\n",
              "      <th>tweety</th>\n",
              "      <th>twelfth</th>\n",
              "      <th>twelve</th>\n",
              "      <th>twenties</th>\n",
              "      <th>twentieth</th>\n",
              "      <th>twenty</th>\n",
              "      <th>twin</th>\n",
              "      <th>twins</th>\n",
              "      <th>twisters</th>\n",
              "      <th>two</th>\n",
              "      <th>ty</th>\n",
              "      <th>tying</th>\n",
              "      <th>tyler</th>\n",
              "      <th>type</th>\n",
              "      <th>typewriters</th>\n",
              "      <th>typewriting</th>\n",
              "      <th>typography</th>\n",
              "      <th>typology</th>\n",
              "      <th>tyrannosaurus</th>\n",
              "      <th>tzotzil</th>\n",
              "      <th>tzu</th>\n",
              "      <th>tzutuhil</th>\n",
              "      <th>u</th>\n",
              "      <th>uath</th>\n",
              "      <th>uchida</th>\n",
              "      <th>uchiyama</th>\n",
              "      <th>uel</th>\n",
              "      <th>ueshiba</th>\n",
              "      <th>uesugi</th>\n",
              "      <th>uganda</th>\n",
              "      <th>ugliness</th>\n",
              "      <th>ugly</th>\n",
              "      <th>ukai</th>\n",
              "      <th>ukiyoe</th>\n",
              "      <th>ukraine</th>\n",
              "      <th>ukrainian</th>\n",
              "      <th>ukridge</th>\n",
              "      <th>ukulele</th>\n",
              "      <th>ulcer</th>\n",
              "      <th>ultrastructure</th>\n",
              "      <th>ulysses</th>\n",
              "      <th>umar</th>\n",
              "      <th>umbilical</th>\n",
              "      <th>umbrellas</th>\n",
              "      <th>umbria</th>\n",
              "      <th>uml</th>\n",
              "      <th>ummah</th>\n",
              "      <th>un</th>\n",
              "      <th>unaccompanied</th>\n",
              "      <th>uncles</th>\n",
              "      <th>underachievers</th>\n",
              "      <th>undercover</th>\n",
              "      <th>underdog</th>\n",
              "      <th>underemployment</th>\n",
              "      <th>undergound</th>\n",
              "      <th>underground</th>\n",
              "      <th>underlinings</th>\n",
              "      <th>underpants</th>\n",
              "      <th>undertakers</th>\n",
              "      <th>undertaking</th>\n",
              "      <th>underwater</th>\n",
              "      <th>unemployed</th>\n",
              "      <th>unemployment</th>\n",
              "      <th>ung</th>\n",
              "      <th>unicorn</th>\n",
              "      <th>unicorns</th>\n",
              "      <th>unidentified</th>\n",
              "      <th>unificationists</th>\n",
              "      <th>unified</th>\n",
              "      <th>uniforms</th>\n",
              "      <th>unilateral</th>\n",
              "      <th>union</th>\n",
              "      <th>unions</th>\n",
              "      <th>unit</th>\n",
              "      <th>united</th>\n",
              "      <th>uniting</th>\n",
              "      <th>units</th>\n",
              "      <th>universal</th>\n",
              "      <th>universe</th>\n",
              "      <th>universit</th>\n",
              "      <th>universities</th>\n",
              "      <th>university</th>\n",
              "      <th>unix</th>\n",
              "      <th>unknown</th>\n",
              "      <th>unmarried</th>\n",
              "      <th>unspecified</th>\n",
              "      <th>upgrading</th>\n",
              "      <th>upholstered</th>\n",
              "      <th>upholstery</th>\n",
              "      <th>upland</th>\n",
              "      <th>upper</th>\n",
              "      <th>uprising</th>\n",
              "      <th>uprisings</th>\n",
              "      <th>upside</th>\n",
              "      <th>upstairs</th>\n",
              "      <th>uptake</th>\n",
              "      <th>upton</th>\n",
              "      <th>uranus</th>\n",
              "      <th>urban</th>\n",
              "      <th>urbanization</th>\n",
              "      <th>urdu</th>\n",
              "      <th>uri</th>\n",
              "      <th>urinary</th>\n",
              "      <th>urquhart</th>\n",
              "      <th>ursula</th>\n",
              "      <th>uruguay</th>\n",
              "      <th>usa</th>\n",
              "      <th>usage</th>\n",
              "      <th>use</th>\n",
              "      <th>used</th>\n",
              "      <th>useful</th>\n",
              "      <th>user</th>\n",
              "      <th>users</th>\n",
              "      <th>uspassion</th>\n",
              "      <th>usury</th>\n",
              "      <th>utah</th>\n",
              "      <th>utahraptor</th>\n",
              "      <th>ute</th>\n",
              "      <th>utensils</th>\n",
              "      <th>uteri</th>\n",
              "      <th>uterine</th>\n",
              "      <th>utilities</th>\n",
              "      <th>utility</th>\n",
              "      <th>utilization</th>\n",
              "      <th>utopian</th>\n",
              "      <th>utopias</th>\n",
              "      <th>uttar</th>\n",
              "      <th>uygur</th>\n",
              "      <th>uzbekistan</th>\n",
              "      <th>v</th>\n",
              "      <th>va</th>\n",
              "      <th>vaca</th>\n",
              "      <th>vacation</th>\n",
              "      <th>vacations</th>\n",
              "      <th>vaccination</th>\n",
              "      <th>vaccinations</th>\n",
              "      <th>vaccine</th>\n",
              "      <th>vaccines</th>\n",
              "      <th>vacuum</th>\n",
              "      <th>vade</th>\n",
              "      <th>vader</th>\n",
              "      <th>valdemar</th>\n",
              "      <th>valens</th>\n",
              "      <th>valentin</th>\n",
              "      <th>valentine</th>\n",
              "      <th>valentines</th>\n",
              "      <th>valerie</th>\n",
              "      <th>valerius</th>\n",
              "      <th>valets</th>\n",
              "      <th>valkyries</th>\n",
              "      <th>valley</th>\n",
              "      <th>valuation</th>\n",
              "      <th>value</th>\n",
              "      <th>values</th>\n",
              "      <th>vampire</th>\n",
              "      <th>vampires</th>\n",
              "      <th>van</th>\n",
              "      <th>vanadis</th>\n",
              "      <th>vance</th>\n",
              "      <th>vancouver</th>\n",
              "      <th>vandalism</th>\n",
              "      <th>vander</th>\n",
              "      <th>vanderbilt</th>\n",
              "      <th>vandeveer</th>\n",
              "      <th>vane</th>\n",
              "      <th>vanity</th>\n",
              "      <th>vannic</th>\n",
              "      <th>vans</th>\n",
              "      <th>vanuatu</th>\n",
              "      <th>varanasi</th>\n",
              "      <th>vargas</th>\n",
              "      <th>variation</th>\n",
              "      <th>variations</th>\n",
              "      <th>variegated</th>\n",
              "      <th>varieties</th>\n",
              "      <th>variety</th>\n",
              "      <th>varlam</th>\n",
              "      <th>vasarely</th>\n",
              "      <th>vasari</th>\n",
              "      <th>vasco</th>\n",
              "      <th>vasilii</th>\n",
              "      <th>vassili</th>\n",
              "      <th>vastu</th>\n",
              "      <th>vatican</th>\n",
              "      <th>vaticano</th>\n",
              "      <th>vaudeville</th>\n",
              "      <th>vaughn</th>\n",
              "      <th>vbscript</th>\n",
              "      <th>vedas</th>\n",
              "      <th>vedic</th>\n",
              "      <th>vega</th>\n",
              "      <th>vegan</th>\n",
              "      <th>vegas</th>\n",
              "      <th>vegetable</th>\n",
              "      <th>vegetables</th>\n",
              "      <th>vegetarian</th>\n",
              "      <th>vegetarianism</th>\n",
              "      <th>veggietales</th>\n",
              "      <th>vehicle</th>\n",
              "      <th>vehicles</th>\n",
              "      <th>veils</th>\n",
              "      <th>velasco</th>\n",
              "      <th>velikaia</th>\n",
              "      <th>velma</th>\n",
              "      <th>veloso</th>\n",
              "      <th>vendetta</th>\n",
              "      <th>veneering</th>\n",
              "      <th>veneers</th>\n",
              "      <th>veneto</th>\n",
              "      <th>venezuela</th>\n",
              "      <th>venice</th>\n",
              "      <th>venom</th>\n",
              "      <th>vent</th>\n",
              "      <th>ventana</th>\n",
              "      <th>ventilation</th>\n",
              "      <th>ventriloquists</th>\n",
              "      <th>vents</th>\n",
              "      <th>ventura</th>\n",
              "      <th>venture</th>\n",
              "      <th>venus</th>\n",
              "      <th>veracruz</th>\n",
              "      <th>verb</th>\n",
              "      <th>verbal</th>\n",
              "      <th>verde</th>\n",
              "      <th>verdi</th>\n",
              "      <th>vere</th>\n",
              "      <th>verity</th>\n",
              "      <th>vermeer</th>\n",
              "      <th>vermont</th>\n",
              "      <th>vernacular</th>\n",
              "      <th>vernon</th>\n",
              "      <th>verona</th>\n",
              "      <th>veronica</th>\n",
              "      <th>verrazzano</th>\n",
              "      <th>versace</th>\n",
              "      <th>versailles</th>\n",
              "      <th>verse</th>\n",
              "      <th>verses</th>\n",
              "      <th>versification</th>\n",
              "      <th>versions</th>\n",
              "      <th>vertebrates</th>\n",
              "      <th>vertigo</th>\n",
              "      <th>vesna</th>\n",
              "      <th>vespasian</th>\n",
              "      <th>vespers</th>\n",
              "      <th>vessel</th>\n",
              "      <th>vestrit</th>\n",
              "      <th>vesuvius</th>\n",
              "      <th>veterans</th>\n",
              "      <th>veterinarians</th>\n",
              "      <th>veterinary</th>\n",
              "      <th>vi</th>\n",
              "      <th>vibraphone</th>\n",
              "      <th>vic</th>\n",
              "      <th>vicars</th>\n",
              "      <th>vickers</th>\n",
              "      <th>vicksburg</th>\n",
              "      <th>vicky</th>\n",
              "      <th>victims</th>\n",
              "      <th>victor</th>\n",
              "      <th>victoria</th>\n",
              "      <th>victorian</th>\n",
              "      <th>victoriana</th>\n",
              "      <th>vidal</th>\n",
              "      <th>video</th>\n",
              "      <th>videodiscs</th>\n",
              "      <th>videos</th>\n",
              "      <th>vidiadhar</th>\n",
              "      <th>vienna</th>\n",
              "      <th>viesturs</th>\n",
              "      <th>vietnam</th>\n",
              "      <th>vietnamese</th>\n",
              "      <th>view</th>\n",
              "      <th>viewers</th>\n",
              "      <th>viewing</th>\n",
              "      <th>views</th>\n",
              "      <th>vigilantes</th>\n",
              "      <th>vii</th>\n",
              "      <th>viii</th>\n",
              "      <th>viking</th>\n",
              "      <th>vikings</th>\n",
              "      <th>viktor</th>\n",
              "      <th>villa</th>\n",
              "      <th>village</th>\n",
              "      <th>villages</th>\n",
              "      <th>vince</th>\n",
              "      <th>vincent</th>\n",
              "      <th>vinci</th>\n",
              "      <th>vineyard</th>\n",
              "      <th>vineyards</th>\n",
              "      <th>vintage</th>\n",
              "      <th>vintners</th>\n",
              "      <th>viola</th>\n",
              "      <th>violas</th>\n",
              "      <th>violence</th>\n",
              "      <th>violent</th>\n",
              "      <th>violin</th>\n",
              "      <th>violinists</th>\n",
              "      <th>violins</th>\n",
              "      <th>viollet</th>\n",
              "      <th>violoncellists</th>\n",
              "      <th>violoncello</th>\n",
              "      <th>violoncellos</th>\n",
              "      <th>virgil</th>\n",
              "      <th>virgin</th>\n",
              "      <th>virginia</th>\n",
              "      <th>virginie</th>\n",
              "      <th>virginity</th>\n",
              "      <th>virologists</th>\n",
              "      <th>virtual</th>\n",
              "      <th>virtues</th>\n",
              "      <th>virus</th>\n",
              "      <th>viruses</th>\n",
              "      <th>visas</th>\n",
              "      <th>viscount</th>\n",
              "      <th>vision</th>\n",
              "      <th>visions</th>\n",
              "      <th>visiting</th>\n",
              "      <th>visitors</th>\n",
              "      <th>visual</th>\n",
              "      <th>visualization</th>\n",
              "      <th>vital</th>\n",
              "      <th>vitalii</th>\n",
              "      <th>vitality</th>\n",
              "      <th>vitamin</th>\n",
              "      <th>vite</th>\n",
              "      <th>viticulture</th>\n",
              "      <th>vitro</th>\n",
              "      <th>vivariums</th>\n",
              "      <th>vivian</th>\n",
              "      <th>vivien</th>\n",
              "      <th>vivisection</th>\n",
              "      <th>vlad</th>\n",
              "      <th>vladimir</th>\n",
              "      <th>vladimirovich</th>\n",
              "      <th>vocabularies</th>\n",
              "      <th>vocabulary</th>\n",
              "      <th>vocal</th>\n",
              "      <th>vocalises</th>\n",
              "      <th>vocals</th>\n",
              "      <th>vocation</th>\n",
              "      <th>vocational</th>\n",
              "      <th>vodka</th>\n",
              "      <th>vodou</th>\n",
              "      <th>voice</th>\n",
              "      <th>voices</th>\n",
              "      <th>volcanic</th>\n",
              "      <th>volcano</th>\n",
              "      <th>volcanoes</th>\n",
              "      <th>volcanological</th>\n",
              "      <th>volcanologists</th>\n",
              "      <th>volgograd</th>\n",
              "      <th>volk</th>\n",
              "      <th>volkswagen</th>\n",
              "      <th>vollam</th>\n",
              "      <th>volleyball</th>\n",
              "      <th>voltaire</th>\n",
              "      <th>volume</th>\n",
              "      <th>voluntarism</th>\n",
              "      <th>voluntary</th>\n",
              "      <th>volunteer</th>\n",
              "      <th>volunteers</th>\n",
              "      <th>von</th>\n",
              "      <th>vonnegut</th>\n",
              "      <th>voodoo</th>\n",
              "      <th>voodooism</th>\n",
              "      <th>vorkosigan</th>\n",
              "      <th>voting</th>\n",
              "      <th>vowell</th>\n",
              "      <th>vowels</th>\n",
              "      <th>voyager</th>\n",
              "      <th>voyages</th>\n",
              "      <th>voyeurism</th>\n",
              "      <th>voysey</th>\n",
              "      <th>vt</th>\n",
              "      <th>vultures</th>\n",
              "      <th>vuong</th>\n",
              "      <th>w</th>\n",
              "      <th>wabash</th>\n",
              "      <th>wabi</th>\n",
              "      <th>waco</th>\n",
              "      <th>wading</th>\n",
              "      <th>wadsworth</th>\n",
              "      <th>waffles</th>\n",
              "      <th>wager</th>\n",
              "      <th>wagers</th>\n",
              "      <th>wages</th>\n",
              "      <th>wagner</th>\n",
              "      <th>wagon</th>\n",
              "      <th>wahhab</th>\n",
              "      <th>wahhabiyah</th>\n",
              "      <th>waikiki</th>\n",
              "      <th>wait</th>\n",
              "      <th>waitresses</th>\n",
              "      <th>waitzkin</th>\n",
              "      <th>wake</th>\n",
              "      <th>wakefield</th>\n",
              "      <th>wal</th>\n",
              "      <th>walden</th>\n",
              "      <th>waldo</th>\n",
              "      <th>waldorf</th>\n",
              "      <th>waldron</th>\n",
              "      <th>wales</th>\n",
              "      <th>walker</th>\n",
              "      <th>walking</th>\n",
              "      <th>walks</th>\n",
              "      <th>wall</th>\n",
              "      <th>wallace</th>\n",
              "      <th>wallaces</th>\n",
              "      <th>wallachia</th>\n",
              "      <th>wallenberg</th>\n",
              "      <th>waller</th>\n",
              "      <th>walli</th>\n",
              "      <th>wallingford</th>\n",
              "      <th>wallis</th>\n",
              "      <th>wallowa</th>\n",
              "      <th>wallpaper</th>\n",
              "      <th>walls</th>\n",
              "      <th>walrus</th>\n",
              "      <th>walsch</th>\n",
              "      <th>walt</th>\n",
              "      <th>walter</th>\n",
              "      <th>walton</th>\n",
              "      <th>waltz</th>\n",
              "      <th>waltzes</th>\n",
              "      <th>wampanoag</th>\n",
              "      <th>wan</th>\n",
              "      <th>wanda</th>\n",
              "      <th>wang</th>\n",
              "      <th>war</th>\n",
              "      <th>warbonnet</th>\n",
              "      <th>ward</th>\n",
              "      <th>wardens</th>\n",
              "      <th>ware</th>\n",
              "      <th>warehouse</th>\n",
              "      <th>warehousing</th>\n",
              "      <th>warfare</th>\n",
              "      <th>warfield</th>\n",
              "      <th>warhol</th>\n",
              "      <th>warhola</th>\n",
              "      <th>wark</th>\n",
              "      <th>warm</th>\n",
              "      <th>warmbrunn</th>\n",
              "      <th>warming</th>\n",
              "      <th>warrant</th>\n",
              "      <th>warren</th>\n",
              "      <th>warrior</th>\n",
              "      <th>wars</th>\n",
              "      <th>warsaw</th>\n",
              "      <th>warshawski</th>\n",
              "      <th>warships</th>\n",
              "      <th>warthog</th>\n",
              "      <th>warwickshire</th>\n",
              "      <th>wash</th>\n",
              "      <th>washing</th>\n",
              "      <th>washington</th>\n",
              "      <th>washingtonstate</th>\n",
              "      <th>wasps</th>\n",
              "      <th>waste</th>\n",
              "      <th>wastes</th>\n",
              "      <th>watch</th>\n",
              "      <th>watches</th>\n",
              "      <th>watching</th>\n",
              "      <th>water</th>\n",
              "      <th>watercolor</th>\n",
              "      <th>watercolorists</th>\n",
              "      <th>waterfalls</th>\n",
              "      <th>waterfowl</th>\n",
              "      <th>waterfronts</th>\n",
              "      <th>watergate</th>\n",
              "      <th>waterloo</th>\n",
              "      <th>waters</th>\n",
              "      <th>watershed</th>\n",
              "      <th>waterton</th>\n",
              "      <th>waterways</th>\n",
              "      <th>watie</th>\n",
              "      <th>watkins</th>\n",
              "      <th>watson</th>\n",
              "      <th>watterson</th>\n",
              "      <th>watts</th>\n",
              "      <th>wave</th>\n",
              "      <th>waves</th>\n",
              "      <th>way</th>\n",
              "      <th>wayang</th>\n",
              "      <th>wayfaring</th>\n",
              "      <th>wayne</th>\n",
              "      <th>wealth</th>\n",
              "      <th>weaning</th>\n",
              "      <th>weapons</th>\n",
              "      <th>wearable</th>\n",
              "      <th>weasels</th>\n",
              "      <th>weather</th>\n",
              "      <th>weathercasters</th>\n",
              "      <th>weaver</th>\n",
              "      <th>weaverbirds</th>\n",
              "      <th>weavers</th>\n",
              "      <th>weaving</th>\n",
              "      <th>web</th>\n",
              "      <th>webb</th>\n",
              "      <th>webber</th>\n",
              "      <th>weber</th>\n",
              "      <th>weblogs</th>\n",
              "      <th>webs</th>\n",
              "      <th>webster</th>\n",
              "      <th>wedding</th>\n",
              "      <th>weddings</th>\n",
              "      <th>weddington</th>\n",
              "      <th>weedless</th>\n",
              "      <th>week</th>\n",
              "      <th>weeks</th>\n",
              "      <th>weggins</th>\n",
              "      <th>weighing</th>\n",
              "      <th>weight</th>\n",
              "      <th>weights</th>\n",
              "      <th>weil</th>\n",
              "      <th>weimaraner</th>\n",
              "      <th>weiner</th>\n",
              "      <th>weisse</th>\n",
              "      <th>welch</th>\n",
              "      <th>welding</th>\n",
              "      <th>welfare</th>\n",
              "      <th>welles</th>\n",
              "      <th>wellington</th>\n",
              "      <th>wells</th>\n",
              "      <th>welsh</th>\n",
              "      <th>welty</th>\n",
              "      <th>wendell</th>\n",
              "      <th>werewolf</th>\n",
              "      <th>werewolves</th>\n",
              "      <th>werner</th>\n",
              "      <th>wes</th>\n",
              "      <th>wesley</th>\n",
              "      <th>west</th>\n",
              "      <th>westchester</th>\n",
              "      <th>western</th>\n",
              "      <th>westinghouse</th>\n",
              "      <th>westminster</th>\n",
              "      <th>weston</th>\n",
              "      <th>wetland</th>\n",
              "      <th>wetlands</th>\n",
              "      <th>wexford</th>\n",
              "      <th>whale</th>\n",
              "      <th>whalen</th>\n",
              "      <th>whales</th>\n",
              "      <th>whaleship</th>\n",
              "      <th>whaling</th>\n",
              "      <th>whangarei</th>\n",
              "      <th>wharton</th>\n",
              "      <th>wheat</th>\n",
              "      <th>whedon</th>\n",
              "      <th>wheelchairs</th>\n",
              "      <th>whiskers</th>\n",
              "      <th>whiskey</th>\n",
              "      <th>whisperers</th>\n",
              "      <th>whistler</th>\n",
              "      <th>whistling</th>\n",
              "      <th>whitby</th>\n",
              "      <th>white</th>\n",
              "      <th>whiteley</th>\n",
              "      <th>whiteman</th>\n",
              "      <th>whites</th>\n",
              "      <th>whitman</th>\n",
              "      <th>whitney</th>\n",
              "      <th>whittier</th>\n",
              "      <th>whittington</th>\n",
              "      <th>whole</th>\n",
              "      <th>whouley</th>\n",
              "      <th>wickliffe</th>\n",
              "      <th>wide</th>\n",
              "      <th>widowers</th>\n",
              "      <th>widows</th>\n",
              "      <th>wiener</th>\n",
              "      <th>wiernicki</th>\n",
              "      <th>wiesel</th>\n",
              "      <th>wiesenthal</th>\n",
              "      <th>wife</th>\n",
              "      <th>wiggin</th>\n",
              "      <th>wilbur</th>\n",
              "      <th>wilcox</th>\n",
              "      <th>wild</th>\n",
              "      <th>wildcat</th>\n",
              "      <th>wilde</th>\n",
              "      <th>wilder</th>\n",
              "      <th>wilderness</th>\n",
              "      <th>wildlife</th>\n",
              "      <th>wile</th>\n",
              "      <th>wilfred</th>\n",
              "      <th>wilhelm</th>\n",
              "      <th>wilhelmina</th>\n",
              "      <th>wilkes</th>\n",
              "      <th>willem</th>\n",
              "      <th>willey</th>\n",
              "      <th>william</th>\n",
              "      <th>williams</th>\n",
              "      <th>williamsburg</th>\n",
              "      <th>willie</th>\n",
              "      <th>willis</th>\n",
              "      <th>willmarth</th>\n",
              "      <th>willow</th>\n",
              "      <th>wills</th>\n",
              "      <th>willy</th>\n",
              "      <th>wilma</th>\n",
              "      <th>wilmington</th>\n",
              "      <th>wilson</th>\n",
              "      <th>wilt</th>\n",
              "      <th>wiltshire</th>\n",
              "      <th>wimsey</th>\n",
              "      <th>win</th>\n",
              "      <th>winchester</th>\n",
              "      <th>wind</th>\n",
              "      <th>winder</th>\n",
              "      <th>window</th>\n",
              "      <th>windows</th>\n",
              "      <th>winds</th>\n",
              "      <th>windsor</th>\n",
              "      <th>wine</th>\n",
              "      <th>wineries</th>\n",
              "      <th>wines</th>\n",
              "      <th>winfield</th>\n",
              "      <th>winfrey</th>\n",
              "      <th>wing</th>\n",
              "      <th>winky</th>\n",
              "      <th>winnie</th>\n",
              "      <th>winning</th>\n",
              "      <th>winslow</th>\n",
              "      <th>winstanley</th>\n",
              "      <th>winston</th>\n",
              "      <th>winter</th>\n",
              "      <th>winterson</th>\n",
              "      <th>winton</th>\n",
              "      <th>wire</th>\n",
              "      <th>wireless</th>\n",
              "      <th>wiring</th>\n",
              "      <th>wis</th>\n",
              "      <th>wisconsin</th>\n",
              "      <th>wisdom</th>\n",
              "      <th>wishart</th>\n",
              "      <th>wishes</th>\n",
              "      <th>wit</th>\n",
              "      <th>witch</th>\n",
              "      <th>witchcraft</th>\n",
              "      <th>witches</th>\n",
              "      <th>witchita</th>\n",
              "      <th>withers</th>\n",
              "      <th>witherspoon</th>\n",
              "      <th>without</th>\n",
              "      <th>witness</th>\n",
              "      <th>witnesses</th>\n",
              "      <th>witt</th>\n",
              "      <th>wittgenstein</th>\n",
              "      <th>wives</th>\n",
              "      <th>wizardry</th>\n",
              "      <th>wizards</th>\n",
              "      <th>wladyslaw</th>\n",
              "      <th>wodehouse</th>\n",
              "      <th>wohl</th>\n",
              "      <th>wok</th>\n",
              "      <th>wolf</th>\n",
              "      <th>wolfe</th>\n",
              "      <th>wolff</th>\n",
              "      <th>wolfgang</th>\n",
              "      <th>wollaston</th>\n",
              "      <th>wollie</th>\n",
              "      <th>wolof</th>\n",
              "      <th>wolverine</th>\n",
              "      <th>wolves</th>\n",
              "      <th>woman</th>\n",
              "      <th>wombats</th>\n",
              "      <th>women</th>\n",
              "      <th>womens</th>\n",
              "      <th>wonder</th>\n",
              "      <th>wonderland</th>\n",
              "      <th>wonders</th>\n",
              "      <th>wong</th>\n",
              "      <th>wonka</th>\n",
              "      <th>woo</th>\n",
              "      <th>wood</th>\n",
              "      <th>woodchuck</th>\n",
              "      <th>woodcock</th>\n",
              "      <th>wooden</th>\n",
              "      <th>woodend</th>\n",
              "      <th>woodhull</th>\n",
              "      <th>woodland</th>\n",
              "      <th>woodpecker</th>\n",
              "      <th>woodrow</th>\n",
              "      <th>woods</th>\n",
              "      <th>woodstock</th>\n",
              "      <th>woodwind</th>\n",
              "      <th>woodwork</th>\n",
              "      <th>woodworkers</th>\n",
              "      <th>woodworking</th>\n",
              "      <th>woody</th>\n",
              "      <th>woogie</th>\n",
              "      <th>wool</th>\n",
              "      <th>woolf</th>\n",
              "      <th>woolley</th>\n",
              "      <th>woolly</th>\n",
              "      <th>woolsey</th>\n",
              "      <th>woolworth</th>\n",
              "      <th>wooster</th>\n",
              "      <th>wop</th>\n",
              "      <th>worcester</th>\n",
              "      <th>word</th>\n",
              "      <th>words</th>\n",
              "      <th>work</th>\n",
              "      <th>workbenches</th>\n",
              "      <th>workers</th>\n",
              "      <th>working</th>\n",
              "      <th>workplace</th>\n",
              "      <th>works</th>\n",
              "      <th>workshops</th>\n",
              "      <th>world</th>\n",
              "      <th>worlds</th>\n",
              "      <th>worms</th>\n",
              "      <th>worry</th>\n",
              "      <th>worship</th>\n",
              "      <th>worthington</th>\n",
              "      <th>wounded</th>\n",
              "      <th>wounds</th>\n",
              "      <th>wrangel</th>\n",
              "      <th>wrangell</th>\n",
              "      <th>wrath</th>\n",
              "      <th>wrecking</th>\n",
              "      <th>wrestler</th>\n",
              "      <th>wrestlers</th>\n",
              "      <th>wrestling</th>\n",
              "      <th>wright</th>\n",
              "      <th>wrinkles</th>\n",
              "      <th>writers</th>\n",
              "      <th>writing</th>\n",
              "      <th>writings</th>\n",
              "      <th>written</th>\n",
              "      <th>wrongful</th>\n",
              "      <th>wrought</th>\n",
              "      <th>wu</th>\n",
              "      <th>wudi</th>\n",
              "      <th>wunderlich</th>\n",
              "      <th>wuo</th>\n",
              "      <th>wuornos</th>\n",
              "      <th>wyatt</th>\n",
              "      <th>wylie</th>\n",
              "      <th>wyndham</th>\n",
              "      <th>wyo</th>\n",
              "      <th>wyoming</th>\n",
              "      <th>x</th>\n",
              "      <th>xanth</th>\n",
              "      <th>xavier</th>\n",
              "      <th>xena</th>\n",
              "      <th>xeriscaping</th>\n",
              "      <th>xerxes</th>\n",
              "      <th>xhtml</th>\n",
              "      <th>xi</th>\n",
              "      <th>xian</th>\n",
              "      <th>xiao</th>\n",
              "      <th>xiaokang</th>\n",
              "      <th>xiaoping</th>\n",
              "      <th>xii</th>\n",
              "      <th>xiii</th>\n",
              "      <th>xinjiang</th>\n",
              "      <th>xiongnu</th>\n",
              "      <th>xiuquan</th>\n",
              "      <th>xiv</th>\n",
              "      <th>xml</th>\n",
              "      <th>xslt</th>\n",
              "      <th>xu</th>\n",
              "      <th>xuanzang</th>\n",
              "      <th>xv</th>\n",
              "      <th>xvi</th>\n",
              "      <th>xviii</th>\n",
              "      <th>xxiii</th>\n",
              "      <th>yaak</th>\n",
              "      <th>yablonsky</th>\n",
              "      <th>yacht</th>\n",
              "      <th>yachting</th>\n",
              "      <th>yachts</th>\n",
              "      <th>yaga</th>\n",
              "      <th>yakama</th>\n",
              "      <th>yale</th>\n",
              "      <th>yamacraw</th>\n",
              "      <th>yamamoto</th>\n",
              "      <th>yan</th>\n",
              "      <th>yana</th>\n",
              "      <th>yancey</th>\n",
              "      <th>yang</th>\n",
              "      <th>yangtze</th>\n",
              "      <th>yankees</th>\n",
              "      <th>yankton</th>\n",
              "      <th>yao</th>\n",
              "      <th>yaobang</th>\n",
              "      <th>yarns</th>\n",
              "      <th>yasuhiro</th>\n",
              "      <th>yasui</th>\n",
              "      <th>yat</th>\n",
              "      <th>yawning</th>\n",
              "      <th>yeadings</th>\n",
              "      <th>yeadon</th>\n",
              "      <th>year</th>\n",
              "      <th>years</th>\n",
              "      <th>yeast</th>\n",
              "      <th>yeats</th>\n",
              "      <th>yellich</th>\n",
              "      <th>yellin</th>\n",
              "      <th>yellow</th>\n",
              "      <th>yellowstone</th>\n",
              "      <th>yeltsin</th>\n",
              "      <th>yemen</th>\n",
              "      <th>yen</th>\n",
              "      <th>yep</th>\n",
              "      <th>yew</th>\n",
              "      <th>yi</th>\n",
              "      <th>yiddish</th>\n",
              "      <th>yin</th>\n",
              "      <th>ying</th>\n",
              "      <th>yms</th>\n",
              "      <th>yo</th>\n",
              "      <th>yodels</th>\n",
              "      <th>yoder</th>\n",
              "      <th>yoga</th>\n",
              "      <th>yogis</th>\n",
              "      <th>yoknapatawpha</th>\n",
              "      <th>yoko</th>\n",
              "      <th>yomota</th>\n",
              "      <th>yong</th>\n",
              "      <th>yongzheng</th>\n",
              "      <th>yonkers</th>\n",
              "      <th>yooll</th>\n",
              "      <th>york</th>\n",
              "      <th>yorker</th>\n",
              "      <th>yorkshire</th>\n",
              "      <th>yorktown</th>\n",
              "      <th>yosemite</th>\n",
              "      <th>yoshiko</th>\n",
              "      <th>young</th>\n",
              "      <th>yourcenar</th>\n",
              "      <th>yousef</th>\n",
              "      <th>yousuf</th>\n",
              "      <th>youth</th>\n",
              "      <th>youthfulness</th>\n",
              "      <th>youths</th>\n",
              "      <th>youville</th>\n",
              "      <th>ypsilanti</th>\n",
              "      <th>yth</th>\n",
              "      <th>yu</th>\n",
              "      <th>yuasa</th>\n",
              "      <th>yucat</th>\n",
              "      <th>yucatan</th>\n",
              "      <th>yugoslav</th>\n",
              "      <th>yugoslavia</th>\n",
              "      <th>yukio</th>\n",
              "      <th>yukon</th>\n",
              "      <th>yum</th>\n",
              "      <th>yungmei</th>\n",
              "      <th>yunnan</th>\n",
              "      <th>yuriko</th>\n",
              "      <th>yves</th>\n",
              "      <th>yvone</th>\n",
              "      <th>zagajewski</th>\n",
              "      <th>zaitsev</th>\n",
              "      <th>zambia</th>\n",
              "      <th>zanne</th>\n",
              "      <th>zanzibar</th>\n",
              "      <th>zapata</th>\n",
              "      <th>zapotec</th>\n",
              "      <th>zapruder</th>\n",
              "      <th>zaragoza</th>\n",
              "      <th>zealand</th>\n",
              "      <th>zebras</th>\n",
              "      <th>zedong</th>\n",
              "      <th>zelenska</th>\n",
              "      <th>zelenski</th>\n",
              "      <th>zemin</th>\n",
              "      <th>zen</th>\n",
              "      <th>zenteno</th>\n",
              "      <th>zephyr</th>\n",
              "      <th>zero</th>\n",
              "      <th>zeus</th>\n",
              "      <th>zhang</th>\n",
              "      <th>zhaojun</th>\n",
              "      <th>zheng</th>\n",
              "      <th>zhong</th>\n",
              "      <th>zhongguo</th>\n",
              "      <th>zhongnan</th>\n",
              "      <th>zhou</th>\n",
              "      <th>zhu</th>\n",
              "      <th>zhuangzi</th>\n",
              "      <th>zhuangzu</th>\n",
              "      <th>zimbabwe</th>\n",
              "      <th>zinacant</th>\n",
              "      <th>zinc</th>\n",
              "      <th>zindel</th>\n",
              "      <th>zinn</th>\n",
              "      <th>zinni</th>\n",
              "      <th>zinnia</th>\n",
              "      <th>zinovii</th>\n",
              "      <th>zion</th>\n",
              "      <th>zionism</th>\n",
              "      <th>zionists</th>\n",
              "      <th>zither</th>\n",
              "      <th>zizhiqu</th>\n",
              "      <th>ziziqu</th>\n",
              "      <th>zodiac</th>\n",
              "      <th>zofia</th>\n",
              "      <th>zohar</th>\n",
              "      <th>zola</th>\n",
              "      <th>zombie</th>\n",
              "      <th>zombies</th>\n",
              "      <th>zones</th>\n",
              "      <th>zoning</th>\n",
              "      <th>zoo</th>\n",
              "      <th>zoological</th>\n",
              "      <th>zoologists</th>\n",
              "      <th>zoology</th>\n",
              "      <th>zooplankton</th>\n",
              "      <th>zoos</th>\n",
              "      <th>zoque</th>\n",
              "      <th>zora</th>\n",
              "      <th>zoroaster</th>\n",
              "      <th>zoroastrian</th>\n",
              "      <th>zoroastrianism</th>\n",
              "      <th>zorro</th>\n",
              "      <th>zuckerman</th>\n",
              "      <th>zukas</th>\n",
              "      <th>zulu</th>\n",
              "      <th>zuni</th>\n",
              "      <th>zurich</th>\n",
              "      <th>zuroff</th>\n",
              "      <th>zwinger</th>\n",
              "      <th>zydeco</th>\n",
              "      <th>target_cat</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
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              "  </tbody>\n",
              "</table>\n",
              "<p>31653 rows × 13087 columns</p>\n",
              "</div>\n",
              "    <div class=\"colab-df-buttons\">\n",
              "\n",
              "  <div class=\"colab-df-container\">\n",
              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-c795a02f-d385-4224-97d8-1fa0253d0a10')\"\n",
              "            title=\"Convert this dataframe to an interactive table.\"\n",
              "            style=\"display:none;\">\n",
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              "    </button>\n",
              "\n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      gap: 12px;\n",
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              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
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              "      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",
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              "\n",
              "    .colab-df-buttons div {\n",
              "      margin-bottom: 4px;\n",
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              "\n",
              "    [theme=dark] .colab-df-convert {\n",
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              "      fill: #D2E3FC;\n",
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              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
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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-c795a02f-d385-4224-97d8-1fa0253d0a10 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-c795a02f-d385-4224-97d8-1fa0253d0a10');\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",
              "\n",
              "\n",
              "<div id=\"df-56d21d19-5afd-4edd-8e6e-10a560737a97\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-56d21d19-5afd-4edd-8e6e-10a560737a97')\"\n",
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              "            style=\"display:none;\">\n",
              "\n",
              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
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              "  </button>\n",
              "\n",
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              "  .colab-df-quickchart {\n",
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              "      --disabled-fill-color: #AAA;\n",
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              "  [theme=dark] .colab-df-quickchart {\n",
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              "\n",
              "  .colab-df-quickchart {\n",
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              "  .colab-df-quickchart-complete:disabled,\n",
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              "    background-color: var(--disabled-bg-color);\n",
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              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
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              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
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              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
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              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
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              "        document.querySelector('#df-56d21d19-5afd-4edd-8e6e-10a560737a97 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "\n",
              "  <div id=\"id_da99406a-2f87-4a5f-ad48-6001ddbb9b8f\">\n",
              "    <style>\n",
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              "        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-generate:hover {\n",
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              "        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-generate {\n",
              "        background-color: #3B4455;\n",
              "        fill: #D2E3FC;\n",
              "      }\n",
              "\n",
              "      [theme=dark] .colab-df-generate: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",
              "    <button class=\"colab-df-generate\" onclick=\"generateWithVariable('BoW_df')\"\n",
              "            title=\"Generate code using this dataframe.\"\n",
              "            style=\"display:none;\">\n",
              "\n",
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            "text/plain": [
              "       aa  aardvark  aaron  ab  abadan  abandoned  abandonment  abbas  abbey  \\\n",
              "0       0         0      0   0       0          0            0      0      0   \n",
              "1       0         0      0   0       0          0            0      0      0   \n",
              "2       0         0      0   0       0          0            0      0      0   \n",
              "3       0         0      0   0       0          0            0      0      0   \n",
              "4       0         0      0   0       0          0            0      0      0   \n",
              "...    ..       ...    ...  ..     ...        ...          ...    ...    ...   \n",
              "31648   0         0      0   0       0          0            0      0      0   \n",
              "31649   0         0      0   0       0          0            0      0      0   \n",
              "31650   0         0      0   0       0          0            0      0      0   \n",
              "31651   0         0      0   0       0          0            0      0      0   \n",
              "31652   0         0      0   0       0          0            0      0      0   \n",
              "\n",
              "       abbott  abby  abd  abdomen  abdominal  abduction  abdul  abe  abel  \\\n",
              "0           0     0    0        0          0          0      0    0     0   \n",
              "1           0     0    0        0          0          0      0    0     0   \n",
              "2           0     0    0        0          0          0      0    0     0   \n",
              "3           0     0    0        0          0          0      0    0     0   \n",
              "4           0     0    0        0          0          0      0    0     0   \n",
              "...       ...   ...  ...      ...        ...        ...    ...  ...   ...   \n",
              "31648       0     0    0        0          0          0      0    0     0   \n",
              "31649       0     0    0        0          0          0      0    0     0   \n",
              "31650       0     0    0        0          0          0      0    0     0   \n",
              "31651       0     0    0        0          0          0      0    0     0   \n",
              "31652       0     0    0        0          0          0      0    0     0   \n",
              "\n",
              "       abigail  ability  abnormalities  abolitionists  aboriginal  abortion  \\\n",
              "0            0        0              0              0           0         0   \n",
              "1            0        0              0              0           0         0   \n",
              "2            0        0              0              0           0         0   \n",
              "3            0        0              0              0           0         0   \n",
              "4            0        0              0              0           0         0   \n",
              "...        ...      ...            ...            ...         ...       ...   \n",
              "31648        0        0              0              0           0         0   \n",
              "31649        0        0              0              0           0         0   \n",
              "31650        0        0              0              0           0         0   \n",
              "31651        0        0              0              0           0         0   \n",
              "31652        0        0              0              0           0         0   \n",
              "\n",
              "       abraham  abram  abramovic  absinthe  abstract  absurd  abu  abuse  \\\n",
              "0            0      0          0         0         0       0    0      0   \n",
              "1            0      0          0         0         0       0    0      0   \n",
              "2            0      0          0         0         0       0    0      0   \n",
              "3            0      0          0         0         0       0    0      0   \n",
              "4            0      0          0         0         0       0    0      0   \n",
              "...        ...    ...        ...       ...       ...     ...  ...    ...   \n",
              "31648        0      0          0         0         0       0    0      0   \n",
              "31649        0      0          0         0         0       0    0      0   \n",
              "31650        0      0          0         0         0       0    0      0   \n",
              "31651        0      0          0         0         0       0    0      0   \n",
              "31652        0      0          0         0         0       0    0      0   \n",
              "\n",
              "       abused  abusive  academic  academy  accents  accentuation  acceptance  \\\n",
              "0           0        0         0        0        0             0           0   \n",
              "1           0        0         0        0        0             0           0   \n",
              "2           0        0         0        0        0             0           0   \n",
              "3           0        0         0        1        0             0           0   \n",
              "4           0        0         0        0        0             0           0   \n",
              "...       ...      ...       ...      ...      ...           ...         ...   \n",
              "31648       0        0         0        0        0             0           0   \n",
              "31649       0        0         0        0        0             0           0   \n",
              "31650       0        0         0        0        0             0           0   \n",
              "31651       0        0         0        0        0             0           0   \n",
              "31652       0        0         0        0        0             0           0   \n",
              "\n",
              "       access  accessories  accident  accidents  accommodation  \\\n",
              "0           0            0         0          0              0   \n",
              "1           0            0         0          0              0   \n",
              "2           0            0         0          0              0   \n",
              "3           0            0         0          0              0   \n",
              "4           0            0         0          0              0   \n",
              "...       ...          ...       ...        ...            ...   \n",
              "31648       0            0         0          0              0   \n",
              "31649       0            0         0          0              0   \n",
              "31650       0            0         0          0              0   \n",
              "31651       0            0         0          0              0   \n",
              "31652       0            0         0          0              0   \n",
              "\n",
              "       accommodations  accompaniments  accordion  accountability  accountants  \\\n",
              "0                   0               0          0               0            0   \n",
              "1                   0               0          0               0            0   \n",
              "2                   0               0          0               0            0   \n",
              "3                   0               0          0               0            0   \n",
              "4                   0               0          0               0            0   \n",
              "...               ...             ...        ...             ...          ...   \n",
              "31648               0               0          0               0            0   \n",
              "31649               0               0          0               0            0   \n",
              "31650               0               0          0               0            0   \n",
              "31651               0               0          0               0            0   \n",
              "31652               0               0          0               0            0   \n",
              "\n",
              "       accounting  accounts  acculturation  acheson  achievement  achille  \\\n",
              "0               0         0              0        0            0        0   \n",
              "1               0         0              0        0            0        0   \n",
              "2               0         0              0        0            0        0   \n",
              "3               0         0              0        0            0        0   \n",
              "4               0         0              0        0            0        0   \n",
              "...           ...       ...            ...      ...          ...      ...   \n",
              "31648           0         0              0        0            0        0   \n",
              "31649           0         0              0        0            0        0   \n",
              "31650           0         0              0        0            0        0   \n",
              "31651           0         0              0        0            0        0   \n",
              "31652           0         0              0        0            0        0   \n",
              "\n",
              "       achilles  achterberg  acid  acids  ackroyd  acoholism  acorna  \\\n",
              "0             0           0     0      0        0          0       0   \n",
              "1             0           0     0      0        0          0       0   \n",
              "2             0           0     0      0        0          0       0   \n",
              "3             0           0     0      0        0          0       0   \n",
              "4             0           0     0      0        0          0       0   \n",
              "...         ...         ...   ...    ...      ...        ...     ...   \n",
              "31648         0           0     0      0        0          0       0   \n",
              "31649         0           0     0      0        0          0       0   \n",
              "31650         0           0     0      0        0          0       0   \n",
              "31651         0           0     0      0        0          0       0   \n",
              "31652         0           0     0      0        0          0       0   \n",
              "\n",
              "       acoustics  acquisition  acrobatics  acrobats  acrostics  acrylic  act  \\\n",
              "0              0            0           0         0          0        0    0   \n",
              "1              0            0           0         0          0        0    0   \n",
              "2              0            0           0         0          0        0    0   \n",
              "3              0            0           0         0          0        0    0   \n",
              "4              0            0           0         0          0        0    0   \n",
              "...          ...          ...         ...       ...        ...      ...  ...   \n",
              "31648          0            0           0         0          0        0    0   \n",
              "31649          0            0           0         0          0        0    0   \n",
              "31650          0            0           0         0          0        0    0   \n",
              "31651          0            0           0         0          0        0    0   \n",
              "31652          0            0           0         0          0        0    0   \n",
              "\n",
              "       acting  action  actions  actionscript  active  activists  activities  \\\n",
              "0           0       0        0             0       0          0           0   \n",
              "1           0       0        0             0       0          0           0   \n",
              "2           0       0        0             0       0          0           0   \n",
              "3           0       0        0             0       0          0           0   \n",
              "4           0       0        0             0       0          0           0   \n",
              "...       ...     ...      ...           ...     ...        ...         ...   \n",
              "31648       0       0        0             0       0          0           0   \n",
              "31649       0       0        0             0       0          0           0   \n",
              "31650       0       0        0             0       0          0           0   \n",
              "31651       0       0        0             0       0          0           0   \n",
              "31652       0       0        0             0       0          0           0   \n",
              "\n",
              "       activity  actors  actresses  acts  actualization  acupressure  \\\n",
              "0             0       0          0     0              0            0   \n",
              "1             0       0          0     0              0            0   \n",
              "2             0       0          0     0              0            0   \n",
              "3             0       0          0     0              0            0   \n",
              "4             0       0          0     0              0            0   \n",
              "...         ...     ...        ...   ...            ...          ...   \n",
              "31648         0       0          0     0              0            0   \n",
              "31649         0       0          0     0              0            0   \n",
              "31650         0       0          0     0              0            0   \n",
              "31651         0       0          0     0              0            0   \n",
              "31652         0       0          0     0              0            0   \n",
              "\n",
              "       acupuncture  ad  adam  adamczyk  adams  adaptation  adaptations  \\\n",
              "0                0   0     0         0      0           0            0   \n",
              "1                0   0     0         0      0           0            0   \n",
              "2                0   0     0         0      0           0            0   \n",
              "3                0   0     0         0      0           0            0   \n",
              "4                0   0     0         0      0           0            0   \n",
              "...            ...  ..   ...       ...    ...         ...          ...   \n",
              "31648            0   0     0         0      0           0            0   \n",
              "31649            0   0     0         0      0           0            0   \n",
              "31650            0   0     0         0      0           0            0   \n",
              "31651            0   0     0         0      0           0            0   \n",
              "31652            0   0     0         0      0           0            0   \n",
              "\n",
              "       addams  addiction  addicts  addition  additions  address  addresses  \\\n",
              "0           0          0        0         0          0        0          0   \n",
              "1           0          0        0         0          0        0          0   \n",
              "2           0          0        0         0          0        0          0   \n",
              "3           0          0        0         0          0        0          0   \n",
              "4           0          0        0         0          0        0          0   \n",
              "...       ...        ...      ...       ...        ...      ...        ...   \n",
              "31648       0          0        0         0          0        0          0   \n",
              "31649       0          0        0         0          0        0          0   \n",
              "31650       0          0        0         0          0        0          0   \n",
              "31651       0          0        0         0          0        0          0   \n",
              "31652       0          0        0         0          0        0          0   \n",
              "\n",
              "       adeline  adiel  adirondack  adjective  adjustment  adler  \\\n",
              "0            0      0           0          0           0      0   \n",
              "1            0      0           0          0           0      0   \n",
              "2            0      0           0          0           0      0   \n",
              "3            0      0           0          0           0      0   \n",
              "4            0      0           0          0           0      0   \n",
              "...        ...    ...         ...        ...         ...    ...   \n",
              "31648        0      0           0          0           0      0   \n",
              "31649        0      0           0          0           0      0   \n",
              "31650        0      0           0          0           0      0   \n",
              "31651        0      0           0          0           0      0   \n",
              "31652        0      0           0          0           0      0   \n",
              "\n",
              "       administration  administrative  administrators  admirals  admiralty  \\\n",
              "0                   0               0               0         0          0   \n",
              "1                   0               0               0         0          0   \n",
              "2                   0               0               0         0          0   \n",
              "3                   0               0               0         0          0   \n",
              "4                   0               0               0         0          0   \n",
              "...               ...             ...             ...       ...        ...   \n",
              "31648               0               0               0         0          0   \n",
              "31649               0               0               0         0          0   \n",
              "31650               0               0               0         0          0   \n",
              "31651               0               0               0         0          0   \n",
              "31652               0               0               0         0          0   \n",
              "\n",
              "       admission  adobe  adolescence  adolescent  adolf  adoniram  adopted  \\\n",
              "0              0      0            0           0      0         0        0   \n",
              "1              0      0            0           0      0         0        0   \n",
              "2              0      0            0           0      0         0        0   \n",
              "3              0      0            0           0      0         0        0   \n",
              "4              0      0            0           0      0         0        0   \n",
              "...          ...    ...          ...         ...    ...       ...      ...   \n",
              "31648          0      0            0           0      0         0        0   \n",
              "31649          0      0            0           0      0         0        0   \n",
              "31650          0      0            0           0      0         0        0   \n",
              "31651          0      0            0           0      0         0        0   \n",
              "31652          0      0            0           0      0         0        0   \n",
              "\n",
              "       adoptees  adoption  adoptive  adrian  adrienne  adult  adultery  \\\n",
              "0             0         0         0       0         0      0         0   \n",
              "1             0         0         0       0         0      0         0   \n",
              "2             0         0         0       0         0      0         0   \n",
              "3             0         0         0       0         0      0         0   \n",
              "4             0         0         0       0         0      0         0   \n",
              "...         ...       ...       ...     ...       ...    ...       ...   \n",
              "31648         0         0         0       0         0      0         0   \n",
              "31649         0         0         0       0         0      0         0   \n",
              "31650         0         0         0       0         0      0         0   \n",
              "31651         0         0         0       0         0      0         0   \n",
              "31652         0         0         0       0         0      0         0   \n",
              "\n",
              "       adulthood  adults  advanced  advancement  advent  adventure  \\\n",
              "0              0       0         0            0       0          0   \n",
              "1              0       0         0            0       0          0   \n",
              "2              0       0         0            0       0          0   \n",
              "3              0       0         0            0       0          0   \n",
              "4              0       0         0            0       0          0   \n",
              "...          ...     ...       ...          ...     ...        ...   \n",
              "31648          0       0         0            0       0          0   \n",
              "31649          0       0         0            0       0          0   \n",
              "31650          0       0         0            0       0          0   \n",
              "31651          0       0         0            0       0          0   \n",
              "31652          0       0         0            0       0          0   \n",
              "\n",
              "       adventurers  adverb  adversaries  advertising  advice  advisory  aegan  \\\n",
              "0                0       0            0            0       0         0      0   \n",
              "1                0       0            0            0       0         0      0   \n",
              "2                0       0            0            0       0         0      0   \n",
              "3                0       0            0            0       0         0      0   \n",
              "4                0       0            0            0       0         0      0   \n",
              "...            ...     ...          ...          ...     ...       ...    ...   \n",
              "31648            0       0            0            0       0         0      0   \n",
              "31649            0       0            0            0       0         0      0   \n",
              "31650            0       0            0            0       0         0      0   \n",
              "31651            0       0            0            0       0         0      0   \n",
              "31652            0       0            0            0       0         0      0   \n",
              "\n",
              "       aegean  aerial  aerialists  aerobic  aerobics  aerodynamics  \\\n",
              "0           0       0           0        0         0             0   \n",
              "1           0       0           0        0         0             0   \n",
              "2           0       0           0        0         0             0   \n",
              "3           0       0           0        0         0             0   \n",
              "4           0       0           0        0         0             0   \n",
              "...       ...     ...         ...      ...       ...           ...   \n",
              "31648       0       0           0        0         0             0   \n",
              "31649       0       0           0        0         0             0   \n",
              "31650       0       0           0        0         0             0   \n",
              "31651       0       0           0        0         0             0   \n",
              "31652       0       0           0        0         0             0   \n",
              "\n",
              "       aeronautical  aeronautics  aesops  aesthetics  affair  affairs  \\\n",
              "0                 0            0       0           0       0        0   \n",
              "1                 0            0       0           0       0        0   \n",
              "2                 0            0       0           0       0        0   \n",
              "3                 0            0       0           0       0        0   \n",
              "4                 0            0       0           0       0        0   \n",
              "...             ...          ...     ...         ...     ...      ...   \n",
              "31648             0            0       0           0       0        0   \n",
              "31649             0            0       0           0       0        0   \n",
              "31650             0            0       0           0       0        0   \n",
              "31651             0            0       0           0       0        0   \n",
              "31652             0            0       0           0       0        0   \n",
              "\n",
              "       affective  affirmations  affirmative  affluent  afghanistan  afghans  \\\n",
              "0              0             0            0         0            0        0   \n",
              "1              0             0            0         0            0        0   \n",
              "2              0             0            0         0            0        0   \n",
              "3              0             0            0         0            0        0   \n",
              "4              0             0            0         0            0        0   \n",
              "...          ...           ...          ...       ...          ...      ...   \n",
              "31648          0             0            0         0            0        0   \n",
              "31649          0             0            0         0            0        0   \n",
              "31650          0             0            0         0            0        0   \n",
              "31651          0             0            0         0            0        0   \n",
              "31652          0             0            0         0            0        0   \n",
              "\n",
              "       africa  african  africanism  africans  afrobeat  afternoon  agalakti  \\\n",
              "0           0        0           0         0         0          0         0   \n",
              "1           0        0           0         0         0          0         0   \n",
              "2           0        0           0         0         0          0         0   \n",
              "3           0        0           0         0         0          0         0   \n",
              "4           0        0           0         0         0          0         0   \n",
              "...       ...      ...         ...       ...       ...        ...       ...   \n",
              "31648       0        0           0         0         0          0         0   \n",
              "31649       0        0           0         0         0          0         0   \n",
              "31650       0        0           0         0         0          0         0   \n",
              "31651       0        0           0         0         0          0         0   \n",
              "31652       0        0           0         0         0          0         0   \n",
              "\n",
              "       agamemnon  agatha  agatston  age  aged  ageism  agencies  agency  \\\n",
              "0              0       0         0    0     0       0         0       0   \n",
              "1              0       0         0    0     0       0         0       0   \n",
              "2              0       0         0    0     0       0         0       0   \n",
              "3              0       0         0    0     0       0         0       0   \n",
              "4              0       0         0    0     0       0         0       0   \n",
              "...          ...     ...       ...  ...   ...     ...       ...     ...   \n",
              "31648          0       0         0    0     0       0         0       0   \n",
              "31649          0       0         0    0     0       0         0       0   \n",
              "31650          0       0         0    0     0       0         0       0   \n",
              "31651          0       0         0    0     0       0         0       0   \n",
              "31652          0       0         0    0     0       0         0       0   \n",
              "\n",
              "       agents  ages  aggressive  aggressiveness  agility  agincourt  aging  \\\n",
              "0           0     0           0               0        0          0      0   \n",
              "1           0     0           0               0        0          0      0   \n",
              "2           0     0           0               0        0          0      0   \n",
              "3           0     0           0               0        0          0      0   \n",
              "4           0     0           0               0        0          0      0   \n",
              "...       ...   ...         ...             ...      ...        ...    ...   \n",
              "31648       0     0           0               0        0          0      0   \n",
              "31649       0     0           0               0        0          0      0   \n",
              "31650       0     0           0               0        0          0      0   \n",
              "31651       0     0           0               0        0          0      0   \n",
              "31652       0     0           0               0        0          0      0   \n",
              "\n",
              "       agnes  agnew  agnolo  agnus  agostino  agricultural  agriculture  \\\n",
              "0          0      0       0      0         0             0            0   \n",
              "1          0      0       0      0         0             0            0   \n",
              "2          0      0       0      0         0             0            0   \n",
              "3          0      0       0      0         0             0            0   \n",
              "4          0      0       0      0         0             0            0   \n",
              "...      ...    ...     ...    ...       ...           ...          ...   \n",
              "31648      0      0       0      0         0             0            0   \n",
              "31649      0      0       0      0         0             0            0   \n",
              "31650      0      0       0      0         0             0            0   \n",
              "31651      0      0       0      0         0             0            0   \n",
              "31652      0      0       0      0         0             0            0   \n",
              "\n",
              "       agriculturists  agust  ahab  ahead  ahmad  ahmadabad  ahmed  aid  \\\n",
              "0                   0      0     0      0      0          0      0    0   \n",
              "1                   0      0     0      0      0          0      0    0   \n",
              "2                   0      0     0      0      0          0      0    0   \n",
              "3                   0      0     0      0      0          0      0    0   \n",
              "4                   0      0     0      0      0          0      0    0   \n",
              "...               ...    ...   ...    ...    ...        ...    ...  ...   \n",
              "31648               0      0     0      0      0          0      0    0   \n",
              "31649               0      0     0      0      0          0      0    0   \n",
              "31650               0      0     0      0      0          0      0    0   \n",
              "31651               0      0     0      0      0          0      0    0   \n",
              "31652               0      0     0      0      0          0      0    0   \n",
              "\n",
              "       aides  aids  aiken  aikido  aileen  ailey  aimee  aims  ainu  air  \\\n",
              "0          0     0      0       0       0      0      0     0     0    0   \n",
              "1          0     0      0       0       0      0      0     0     0    0   \n",
              "2          0     0      0       0       0      0      0     0     0    0   \n",
              "3          0     0      0       0       0      0      0     0     0    0   \n",
              "4          0     0      0       0       0      0      0     0     0    0   \n",
              "...      ...   ...    ...     ...     ...    ...    ...   ...   ...  ...   \n",
              "31648      0     0      0       0       0      0      0     0     0    0   \n",
              "31649      0     0      0       0       0      0      0     0     0    0   \n",
              "31650      0     0      0       0       0      0      0     0     0    0   \n",
              "31651      0     0      0       0       0      0      0     0     0    0   \n",
              "31652      0     0      0       0       0      0      0     0     0    0   \n",
              "\n",
              "       airborne  airbrush  airbus  aircraft  aires  airframes  airlines  \\\n",
              "0             0         0       0         0      0          0         0   \n",
              "1             0         0       0         0      0          0         0   \n",
              "2             0         0       0         0      0          0         0   \n",
              "3             0         0       0         0      0          0         0   \n",
              "4             0         0       0         0      0          0         0   \n",
              "...         ...       ...     ...       ...    ...        ...       ...   \n",
              "31648         0         0       0         0      0          0         0   \n",
              "31649         0         0       0         0      0          0         0   \n",
              "31650         0         0       0         0      0          0         0   \n",
              "31651         0         0       0         0      0          0         0   \n",
              "31652         0         0       0         0      0          0         0   \n",
              "\n",
              "       airplane  airplanes  airport  airports  airship  airships  airstream  \\\n",
              "0             0          0        0         0        0         0          0   \n",
              "1             0          0        0         0        0         0          0   \n",
              "2             0          0        0         0        0         0          0   \n",
              "3             0          0        0         0        0         0          0   \n",
              "4             0          0        0         0        0         0          0   \n",
              "...         ...        ...      ...       ...      ...       ...        ...   \n",
              "31648         0          0        0         0        0         0          0   \n",
              "31649         0          0        0         0        0         0          0   \n",
              "31650         0          0        0         0        0         0          0   \n",
              "31651         0          0        0         0        0         0          0   \n",
              "31652         0          0        0         0        0         0          0   \n",
              "\n",
              "       airt  airways  ajanta  aka  akhenaton  akira  akishino  akita  \\\n",
              "0         0        0       0    0          0      0         0      0   \n",
              "1         0        0       0    0          0      0         0      0   \n",
              "2         0        0       0    0          0      0         0      0   \n",
              "3         0        0       0    0          0      0         0      0   \n",
              "4         0        0       0    0          0      0         0      0   \n",
              "...     ...      ...     ...  ...        ...    ...       ...    ...   \n",
              "31648     0        0       0    0          0      0         0      0   \n",
              "31649     0        0       0    0          0      0         0      0   \n",
              "31650     0        0       0    0          0      0         0      0   \n",
              "31651     0        0       0    0          0      0         0      0   \n",
              "31652     0        0       0    0          0      0         0      0   \n",
              "\n",
              "       akkadian  ako  al  ala  alabama  aladdin  alamein  alamo  alan  alanna  \\\n",
              "0             0    0   0    0        0        0        0      0     0       0   \n",
              "1             0    0   0    0        0        0        0      0     0       0   \n",
              "2             0    0   0    0        0        0        0      0     0       0   \n",
              "3             0    0   0    0        0        0        0      0     0       0   \n",
              "4             0    0   0    0        0        0        0      0     0       0   \n",
              "...         ...  ...  ..  ...      ...      ...      ...    ...   ...     ...   \n",
              "31648         0    0   0    0        0        0        0      0     0       0   \n",
              "31649         0    0   0    0        0        0        0      0     0       0   \n",
              "31650         0    0   0    0        0        0        0      0     0       0   \n",
              "31651         0    0   0    0        0        0        0      0     0       0   \n",
              "31652         0    0   0    0        0        0        0      0     0       0   \n",
              "\n",
              "       alarc  alaska  alaskan  alba  alban  albania  albanians  albany  \\\n",
              "0          0       0        0     0      0        0          0       0   \n",
              "1          0       0        0     0      0        0          0       0   \n",
              "2          0       0        0     0      0        0          0       0   \n",
              "3          0       0        0     0      0        0          0       0   \n",
              "4          0       0        0     0      0        0          0       0   \n",
              "...      ...     ...      ...   ...    ...      ...        ...     ...   \n",
              "31648      0       0        0     0      0        0          0       0   \n",
              "31649      0       0        0     0      0        0          0       0   \n",
              "31650      0       0        0     0      0        0          0       0   \n",
              "31651      0       0        0     0      0        0          0       0   \n",
              "31652      0       0        0     0      0        0          0       0   \n",
              "\n",
              "       albert  alberta  albigenses  albinism  albinos  albright  album  \\\n",
              "0           0        0           0         0        0         0      0   \n",
              "1           0        0           0         0        0         0      0   \n",
              "2           0        0           0         0        0         0      0   \n",
              "3           0        0           0         0        0         0      0   \n",
              "4           0        0           0         0        0         0      0   \n",
              "...       ...      ...         ...       ...      ...       ...    ...   \n",
              "31648       0        0           0         0        0         0      0   \n",
              "31649       0        0           0         0        0         0      0   \n",
              "31650       0        0           0         0        0         0      0   \n",
              "31651       0        0           0         0        0         0      0   \n",
              "31652       0        0           0         0        0         0      0   \n",
              "\n",
              "       albums  albuquerque  alcatraz  alchemy  alcohol  alcoholic  alcoholics  \\\n",
              "0           0            0         0        0        0          0           0   \n",
              "1           0            0         0        0        0          0           0   \n",
              "2           0            0         0        0        0          0           0   \n",
              "3           0            0         0        0        0          0           0   \n",
              "4           0            0         0        0        0          0           0   \n",
              "...       ...          ...       ...      ...      ...        ...         ...   \n",
              "31648       0            0         0        0        0          0           0   \n",
              "31649       0            0         0        0        0          0           0   \n",
              "31650       0            0         0        0        0          0           0   \n",
              "31651       0            0         0        0        0          0           0   \n",
              "31652       0            0         0        0        0          0           0   \n",
              "\n",
              "       alcoholism  alcott  aleatory  aleksandr  aleksandrovich  alekseevich  \\\n",
              "0               0       0         0          0               0            0   \n",
              "1               0       0         0          0               0            0   \n",
              "2               0       0         0          0               0            0   \n",
              "3               0       0         0          0               0            0   \n",
              "4               0       0         0          0               0            0   \n",
              "...           ...     ...       ...        ...             ...          ...   \n",
              "31648           0       0         0          0               0            0   \n",
              "31649           0       0         0          0               0            0   \n",
              "31650           0       0         0          0               0            0   \n",
              "31651           0       0         0          0               0            0   \n",
              "31652           0       0         0          0               0            0   \n",
              "\n",
              "       alentejo  alessandro  aleutian  aleuts  alex  alexander  alexandra  \\\n",
              "0             0           0         0       0     0          0          0   \n",
              "1             0           0         0       0     0          0          0   \n",
              "2             0           0         0       0     0          0          0   \n",
              "3             0           0         0       0     0          0          0   \n",
              "4             0           0         0       0     0          0          0   \n",
              "...         ...         ...       ...     ...   ...        ...        ...   \n",
              "31648         0           0         0       0     0          0          0   \n",
              "31649         0           0         0       0     0          0          0   \n",
              "31650         0           0         0       0     0          0          0   \n",
              "31651         0           0         0       0     0          0          0   \n",
              "31652         0           0         0       0     0          0          0   \n",
              "\n",
              "       alexandria  alfonso  alfred  algae  algebra  algebras  algeria  \\\n",
              "0               0        0       0      0        0         0        0   \n",
              "1               0        0       0      0        0         0        0   \n",
              "2               0        0       0      0        0         0        0   \n",
              "3               0        0       0      0        0         0        0   \n",
              "4               0        0       0      0        0         0        0   \n",
              "...           ...      ...     ...    ...      ...       ...      ...   \n",
              "31648           0        0       0      0        0         0        0   \n",
              "31649           0        0       0      0        0         0        0   \n",
              "31650           0        0       0      0        0         0        0   \n",
              "31651           0        0       0      0        0         0        0   \n",
              "31652           0        0       0      0        0         0        0   \n",
              "\n",
              "       algerian  algiers  algonquian  algonquin  alhambra  ali  alicante  \\\n",
              "0             0        0           0          0         0    0         0   \n",
              "1             0        0           0          0         0    0         0   \n",
              "2             0        0           0          0         0    0         0   \n",
              "3             0        0           0          0         0    0         0   \n",
              "4             0        0           0          0         0    0         0   \n",
              "...         ...      ...         ...        ...       ...  ...       ...   \n",
              "31648         0        0           0          0         0    0         0   \n",
              "31649         0        0           0          0         0    0         0   \n",
              "31650         0        0           0          0         0    0         0   \n",
              "31651         0        0           0          0         0    0         0   \n",
              "31652         0        0           0          0         0    0         0   \n",
              "\n",
              "       alice  alicia  alien  alienation  aliens  alighieri  alison  alix  \\\n",
              "0          0       0      0           0       0          0       0     0   \n",
              "1          0       0      0           0       0          0       0     0   \n",
              "2          0       0      0           0       0          0       0     0   \n",
              "3          0       0      0           0       0          0       0     0   \n",
              "4          0       0      0           0       0          0       0     0   \n",
              "...      ...     ...    ...         ...     ...        ...     ...   ...   \n",
              "31648      0       0      0           0       0          0       0     0   \n",
              "31649      0       0      0           0       0          0       0     0   \n",
              "31650      0       0      0           0       0          0       0     0   \n",
              "31651      0       0      0           0       0          0       0     0   \n",
              "31652      0       0      0           0       0          0       0     0   \n",
              "\n",
              "       allan  allegheny  allegories  allen  allende  allergy  alleyn  \\\n",
              "0          0          0           0      0        0        0       0   \n",
              "1          0          0           0      0        0        0       0   \n",
              "2          0          0           0      0        0        0       0   \n",
              "3          0          0           0      0        0        0       0   \n",
              "4          0          0           0      0        0        0       0   \n",
              "...      ...        ...         ...    ...      ...      ...     ...   \n",
              "31648      0          0           0      0        0        0       0   \n",
              "31649      0          0           0      0        0        0       0   \n",
              "31650      0          0           0      0        0        0       0   \n",
              "31651      0          0           0      0        0        0       0   \n",
              "31652      0          0           0      0        0        0       0   \n",
              "\n",
              "       alliances  allied  alligators  allison  alliston  allocation  allori  \\\n",
              "0              0       0           0        0         0           0       0   \n",
              "1              0       0           0        0         0           0       0   \n",
              "2              0       0           0        0         0           0       0   \n",
              "3              0       0           0        0         0           0       0   \n",
              "4              0       0           0        0         0           0       0   \n",
              "...          ...     ...         ...      ...       ...         ...     ...   \n",
              "31648          0       0           0        0         0           0       0   \n",
              "31649          0       0           0        0         0           0       0   \n",
              "31650          0       0           0        0         0           0       0   \n",
              "31651          0       0           0        0         0           0       0   \n",
              "31652          0       0           0        0         0           0       0   \n",
              "\n",
              "       allosaurus  alma  almanacs  almanzo  almond  alois  alpes  alphabet  \\\n",
              "0               0     0         0        0       0      0      0         0   \n",
              "1               0     0         0        0       0      0      0         0   \n",
              "2               0     0         0        0       0      0      0         0   \n",
              "3               0     0         0        0       0      0      0         0   \n",
              "4               0     0         0        0       0      0      0         0   \n",
              "...           ...   ...       ...      ...     ...    ...    ...       ...   \n",
              "31648           0     0         0        0       0      0      0         0   \n",
              "31649           0     0         0        0       0      0      0         0   \n",
              "31650           0     0         0        0       0      0      0         0   \n",
              "31651           0     0         0        0       0      0      0         0   \n",
              "31652           0     0         0        0       0      0      0         0   \n",
              "\n",
              "       alphabets  alpine  alps  alpujarra  alstyne  alta  altarpieces  altars  \\\n",
              "0              0       0     0          0        0     0            0       0   \n",
              "1              0       0     0          0        0     0            0       0   \n",
              "2              0       0     0          0        0     0            0       0   \n",
              "3              0       0     0          0        0     0            0       0   \n",
              "4              0       0     0          0        0     0            0       0   \n",
              "...          ...     ...   ...        ...      ...   ...          ...     ...   \n",
              "31648          0       0     0          0        0     0            0       0   \n",
              "31649          0       0     0          0        0     0            0       0   \n",
              "31650          0       0     0          0        0     0            0       0   \n",
              "31651          0       0     0          0        0     0            0       0   \n",
              "31652          0       0     0          0        0     0            0       0   \n",
              "\n",
              "       alteration  altered  alternate  alternative  alternatives  althea  \\\n",
              "0               0        0          0            0             0       0   \n",
              "1               0        0          0            0             0       0   \n",
              "2               0        0          0            0             0       0   \n",
              "3               0        0          0            0             0       0   \n",
              "4               0        0          0            0             0       0   \n",
              "...           ...      ...        ...          ...           ...     ...   \n",
              "31648           0        0          0            0             0       0   \n",
              "31649           0        0          0            0             0       0   \n",
              "31650           0        0          0            0             0       0   \n",
              "31651           0        0          0            0             0       0   \n",
              "31652           0        0          0            0             0       0   \n",
              "\n",
              "       althor  aluminum  alumnae  alumni  alva  alvah  alvar  alvin  alvord  \\\n",
              "0           0         0        0       0     0      0      0      0       0   \n",
              "1           0         0        0       0     0      0      0      0       0   \n",
              "2           0         0        0       0     0      0      0      0       0   \n",
              "3           0         0        0       0     0      0      0      0       0   \n",
              "4           0         0        0       0     0      0      0      0       0   \n",
              "...       ...       ...      ...     ...   ...    ...    ...    ...     ...   \n",
              "31648       0         0        0       0     0      0      0      0       0   \n",
              "31649       0         0        0       0     0      0      0      0       0   \n",
              "31650       0         0        0       0     0      0      0      0       0   \n",
              "31651       0         0        0       0     0      0      0      0       0   \n",
              "31652       0         0        0       0     0      0      0      0       0   \n",
              "\n",
              "       alweg  alwyn  alzheimers  amadeus  amagansett  amalfi  amarillo  \\\n",
              "0          0      0           0        0           0       0         0   \n",
              "1          0      0           0        0           0       0         0   \n",
              "2          0      0           0        0           0       0         0   \n",
              "3          0      0           0        0           0       0         0   \n",
              "4          0      0           0        0           0       0         0   \n",
              "...      ...    ...         ...      ...         ...     ...       ...   \n",
              "31648      0      0           0        0           0       0         0   \n",
              "31649      0      0           0        0           0       0         0   \n",
              "31650      0      0           0        0           0       0         0   \n",
              "31651      0      0           0        0           0       0         0   \n",
              "31652      0      0           0        0           0       0         0   \n",
              "\n",
              "       amateur  amateurs  amaya  amazing  amazon  ambassadors  amber  \\\n",
              "0            0         0      0        0       0            0      0   \n",
              "1            0         0      0        0       0            0      0   \n",
              "2            0         0      0        0       0            0      0   \n",
              "3            0         0      0        0       0            0      0   \n",
              "4            0         0      0        0       0            0      0   \n",
              "...        ...       ...    ...      ...     ...          ...    ...   \n",
              "31648        0         0      0        0       0            0      0   \n",
              "31649        0         0      0        0       0            0      0   \n",
              "31650        0         0      0        0       0            0      0   \n",
              "31651        0         0      0        0       0            0      0   \n",
              "31652        0         0      0        0       0            0      0   \n",
              "\n",
              "       amberson  ambient  ambition  ambrose  amelia  amendments  america  \\\n",
              "0             0        0         0        0       0           0        0   \n",
              "1             0        0         0        0       0           0        0   \n",
              "2             0        0         0        0       0           0        0   \n",
              "3             0        0         0        0       0           0        0   \n",
              "4             0        0         0        0       0           0        0   \n",
              "...         ...      ...       ...      ...     ...         ...      ...   \n",
              "31648         0        0         0        0       0           0        0   \n",
              "31649         0        0         0        0       0           0        0   \n",
              "31650         0        0         0        0       0           0        0   \n",
              "31651         0        0         0        0       0           0        0   \n",
              "31652         0        0         0        0       0           0        0   \n",
              "\n",
              "       american  americana  americanism  americanisms  americanists  \\\n",
              "0             0          0            0             0             0   \n",
              "1             0          0            0             0             0   \n",
              "2             0          0            0             0             0   \n",
              "3             0          0            0             0             0   \n",
              "4             0          0            0             0             0   \n",
              "...         ...        ...          ...           ...           ...   \n",
              "31648         0          0            0             0             0   \n",
              "31649         0          0            0             0             0   \n",
              "31650         0          0            0             0             0   \n",
              "31651         0          0            0             0             0   \n",
              "31652         0          0            0             0             0   \n",
              "\n",
              "       americanization  americans  amethystine  amhara  amharic  amherst  \\\n",
              "0                    0          0            0       0        0        0   \n",
              "1                    0          0            0       0        0        0   \n",
              "2                    0          1            0       0        0        0   \n",
              "3                    0          0            0       0        0        0   \n",
              "4                    0          0            0       0        0        0   \n",
              "...                ...        ...          ...     ...      ...      ...   \n",
              "31648                0          0            0       0        0        0   \n",
              "31649                0          0            0       0        0        0   \n",
              "31650                0          0            0       0        0        0   \n",
              "31651                0          0            0       0        0        0   \n",
              "31652                0          0            0       0        0        0   \n",
              "\n",
              "       amin  amiri  amish  amiss  amitava  ammon  amnell  amnesia  amnesiacs  \\\n",
              "0         0      0      0      0        0      0       0        0          0   \n",
              "1         0      0      0      0        0      0       0        0          0   \n",
              "2         0      0      0      0        0      0       0        0          0   \n",
              "3         0      0      0      0        0      0       0        0          0   \n",
              "4         0      0      0      0        0      0       0        0          0   \n",
              "...     ...    ...    ...    ...      ...    ...     ...      ...        ...   \n",
              "31648     0      0      0      0        0      0       0        0          0   \n",
              "31649     0      0      0      0        0      0       0        0          0   \n",
              "31650     0      0      0      0        0      0       0        0          0   \n",
              "31651     0      0      0      0        0      0       0        0          0   \n",
              "31652     0      0      0      0        0      0       0        0          0   \n",
              "\n",
              "       amory  amos  amphetamine  amphetamines  amphibians  amputees  \\\n",
              "0          0     0            0             0           0         0   \n",
              "1          0     0            0             0           0         0   \n",
              "2          0     0            0             0           0         0   \n",
              "3          0     0            0             0           0         0   \n",
              "4          0     0            0             0           0         0   \n",
              "...      ...   ...          ...           ...         ...       ...   \n",
              "31648      0     0            0             0           0         0   \n",
              "31649      0     0            0             0           0         0   \n",
              "31650      0     0            0             0           0         0   \n",
              "31651      0     0            0             0           0         0   \n",
              "31652      0     0            0             0           0         0   \n",
              "\n",
              "       amsterdam  amundsen  amusement  amusements  amy  amyotrophic  amys  \\\n",
              "0              0         0          0           0    0            0     0   \n",
              "1              0         0          0           0    0            0     0   \n",
              "2              0         0          0           0    0            0     0   \n",
              "3              0         0          0           0    0            0     0   \n",
              "4              0         0          0           0    0            0     0   \n",
              "...          ...       ...        ...         ...  ...          ...   ...   \n",
              "31648          0         0          0           0    0            0     0   \n",
              "31649          0         0          0           0    0            0     0   \n",
              "31650          0         0          0           0    0            0     0   \n",
              "31651          0         0          0           0    0            0     0   \n",
              "31652          0         0          0           0    0            0     0   \n",
              "\n",
              "       ana  anabolic  anadromous  analogies  analogy  analysis  analytic  \\\n",
              "0        0         0           0          0        0         0         0   \n",
              "1        0         0           0          0        0         0         0   \n",
              "2        0         0           0          0        0         0         0   \n",
              "3        0         0           0          0        0         0         0   \n",
              "4        0         0           0          0        0         0         0   \n",
              "...    ...       ...         ...        ...      ...       ...       ...   \n",
              "31648    0         0           0          0        0         0         0   \n",
              "31649    0         0           0          0        0         0         0   \n",
              "31650    0         0           0          0        0         0         0   \n",
              "31651    0         0           0          0        0         0         0   \n",
              "31652    0         0           0          0        0         0         0   \n",
              "\n",
              "       anansi  anarchism  anarchists  anastasia  anastasiia  anatidae  \\\n",
              "0           0          0           0          0           0         0   \n",
              "1           0          0           0          0           0         0   \n",
              "2           0          0           0          0           0         0   \n",
              "3           0          0           0          0           0         0   \n",
              "4           0          0           0          0           0         0   \n",
              "...       ...        ...         ...        ...         ...       ...   \n",
              "31648       0          0           0          0           0         0   \n",
              "31649       0          0           0          0           0         0   \n",
              "31650       0          0           0          0           0         0   \n",
              "31651       0          0           0          0           0         0   \n",
              "31652       0          0           0          0           0         0   \n",
              "\n",
              "       anatole  anatomy  anchors  ancient  andalusia  andaman  andersen  \\\n",
              "0            0        0        0        0          0        0         0   \n",
              "1            0        0        0        0          0        0         0   \n",
              "2            0        0        0        0          0        0         0   \n",
              "3            0        0        0        0          0        0         0   \n",
              "4            0        0        0        0          0        0         0   \n",
              "...        ...      ...      ...      ...        ...      ...       ...   \n",
              "31648        0        0        0        0          0        0         0   \n",
              "31649        0        0        0        0          0        0         0   \n",
              "31650        0        0        0        0          0        0         0   \n",
              "31651        0        0        0        0          0        0         0   \n",
              "31652        0        0        0        0          0        0         0   \n",
              "\n",
              "       anderson  andes  andonicus  andre  andrea  andrei  andrew  andrews  \\\n",
              "0             0      0          0      0       0       0       0        0   \n",
              "1             0      0          0      0       0       0       0        0   \n",
              "2             0      0          0      0       0       0       0        0   \n",
              "3             0      0          0      0       0       0       0        0   \n",
              "4             0      0          0      0       0       0       0        0   \n",
              "...         ...    ...        ...    ...     ...     ...     ...      ...   \n",
              "31648         0      0          0      0       0       0       0        0   \n",
              "31649         0      0          0      0       0       0       0        0   \n",
              "31650         0      0          0      0       0       0       0        0   \n",
              "31651         0      0          0      0       0       0       0        0   \n",
              "31652         0      0          0      0       0       0       0        0   \n",
              "\n",
              "       androids  andy  anecdotes  anemia  anemonefishes  anesthesia  angel  \\\n",
              "0             0     0          0       0              0           0      0   \n",
              "1             0     0          0       0              0           0      0   \n",
              "2             0     0          0       0              0           0      0   \n",
              "3             0     0          0       0              0           0      0   \n",
              "4             0     0          0       0              0           0      0   \n",
              "...         ...   ...        ...     ...            ...         ...    ...   \n",
              "31648         0     0          0       0              0           0      0   \n",
              "31649         0     0          0       0              0           0      0   \n",
              "31650         0     0          0       0              0           0      0   \n",
              "31651         0     0          0       0              0           0      0   \n",
              "31652         0     0          0       0              0           0      0   \n",
              "\n",
              "       angela  angeles  angelina  angelo  angelou  angels  anger  angevin  \\\n",
              "0           0        0         0       0        0       0      0        0   \n",
              "1           0        0         0       0        0       0      0        0   \n",
              "2           0        0         0       0        0       0      0        0   \n",
              "3           0        0         0       0        0       0      0        0   \n",
              "4           0        0         0       0        0       0      0        0   \n",
              "...       ...      ...       ...     ...      ...     ...    ...      ...   \n",
              "31648       0        0         0       0        0       0      0        0   \n",
              "31649       0        0         0       0        0       0      0        0   \n",
              "31650       0        0         0       0        0       0      0        0   \n",
              "31651       0        0         0       0        0       0      0        0   \n",
              "31652       0        0         0       0        0       0      0        0   \n",
              "\n",
              "       angie  angkor  anglia  anglican  anglo  angola  angstrom  anguilla  \\\n",
              "0          0       0       0         0      0       0         0         0   \n",
              "1          0       0       0         0      0       0         0         0   \n",
              "2          0       0       0         0      0       0         0         0   \n",
              "3          0       0       0         0      0       0         0         0   \n",
              "4          0       0       0         0      0       0         0         0   \n",
              "...      ...     ...     ...       ...    ...     ...       ...       ...   \n",
              "31648      0       0       0         0      0       0         0         0   \n",
              "31649      0       0       0         0      0       0         0         0   \n",
              "31650      0       0       0         0      0       0         0         0   \n",
              "31651      0       0       0         0      0       0         0         0   \n",
              "31652      0       0       0         0      0       0         0         0   \n",
              "\n",
              "       anhui  anima  animal  animals  animated  animation  animators  anime  \\\n",
              "0          0      0       0        0         0          0          0      0   \n",
              "1          0      0       0        0         0          0          0      0   \n",
              "2          0      0       0        0         0          0          0      0   \n",
              "3          0      0       0        0         0          0          0      0   \n",
              "4          0      0       0        0         0          0          0      0   \n",
              "...      ...    ...     ...      ...       ...        ...        ...    ...   \n",
              "31648      0      0       0        0         0          0          0      0   \n",
              "31649      0      0       0        0         0          0          0      0   \n",
              "31650      0      0       0        0         0          0          0      0   \n",
              "31651      0      0       0        0         0          0          0      0   \n",
              "31652      0      0       0        0         0          0          0      0   \n",
              "\n",
              "       anita  ankara  ankcar  ankeo  ankith  ann  anna  annabel  annapolis  \\\n",
              "0          0       0       0      0       0    0     0        0          0   \n",
              "1          0       0       0      0       0    0     0        0          0   \n",
              "2          0       0       0      0       0    0     0        0          0   \n",
              "3          0       0       0      0       0    0     0        0          2   \n",
              "4          0       0       0      0       0    0     0        0          0   \n",
              "...      ...     ...     ...    ...     ...  ...   ...      ...        ...   \n",
              "31648      0       0       0      0       0    0     0        0          0   \n",
              "31649      0       0       0      0       0    0     0        0          0   \n",
              "31650      0       0       0      0       0    0     0        0          0   \n",
              "31651      0       0       0      0       0    0     0        0          0   \n",
              "31652      0       0       0      0       0    0     0        0          0   \n",
              "\n",
              "       anne  anneke  annes  annie  anniversaries  announcing  annuities  \\\n",
              "0         0       0      0      0              0           0          0   \n",
              "1         0       0      0      0              0           0          0   \n",
              "2         0       0      0      0              0           0          0   \n",
              "3         0       0      0      0              0           0          0   \n",
              "4         0       0      0      0              0           0          0   \n",
              "...     ...     ...    ...    ...            ...         ...        ...   \n",
              "31648     0       0      0      0              0           0          0   \n",
              "31649     0       0      0      0              0           0          0   \n",
              "31650     0       0      0      0              0           0          0   \n",
              "31651     0       0      0      0              0           0          0   \n",
              "31652     0       0      0      0              0           0          0   \n",
              "\n",
              "       anoles  anonymous  anorexia  ans  anson  answering  answers  antarctic  \\\n",
              "0           0          0         0    0      0          0        0          0   \n",
              "1           0          0         0    0      0          0        0          0   \n",
              "2           0          0         0    0      0          0        0          0   \n",
              "3           0          0         0    0      0          0        0          0   \n",
              "4           0          0         0    0      0          0        0          0   \n",
              "...       ...        ...       ...  ...    ...        ...      ...        ...   \n",
              "31648       0          0         0    0      0          0        0          0   \n",
              "31649       0          0         0    0      0          0        0          0   \n",
              "31650       0          0         0    0      0          0        0          0   \n",
              "31651       0          0         0    0      0          0        0          0   \n",
              "31652       0          0         0    0      0          0        0          0   \n",
              "\n",
              "       antarctica  antarctoc  anteaters  antelope  antennas  anthelme  \\\n",
              "0               0          0          0         0         0         0   \n",
              "1               0          0          0         0         0         0   \n",
              "2               0          0          0         0         0         0   \n",
              "3               0          0          0         0         0         0   \n",
              "4               0          0          0         0         0         0   \n",
              "...           ...        ...        ...       ...       ...       ...   \n",
              "31648           0          0          0         0         0         0   \n",
              "31649           0          0          0         0         0         0   \n",
              "31650           0          0          0         0         0         0   \n",
              "31651           0          0          0         0         0         0   \n",
              "31652           0          0          0         0         0         0   \n",
              "\n",
              "       anthems  anthologies  anthology  anthony  anthropic  anthropologists  \\\n",
              "0            0            0          0        0          0                0   \n",
              "1            0            0          0        0          0                0   \n",
              "2            0            0          0        0          0                0   \n",
              "3            0            0          0        0          0                0   \n",
              "4            0            0          0        0          0                0   \n",
              "...        ...          ...        ...      ...        ...              ...   \n",
              "31648        0            0          0        0          0                0   \n",
              "31649        0            0          0        0          0                0   \n",
              "31650        0            0          0        0          0                0   \n",
              "31651        0            0          0        0          0                0   \n",
              "31652        0            0          0        0          0                0   \n",
              "\n",
              "       anthropology  anthropometry  anthroposophy  anti  antichrist  \\\n",
              "0                 0              0              0     0           0   \n",
              "1                 0              0              0     0           0   \n",
              "2                 0              0              0     0           0   \n",
              "3                 0              0              0     0           0   \n",
              "4                 0              0              0     0           0   \n",
              "...             ...            ...            ...   ...         ...   \n",
              "31648             0              0              0     0           0   \n",
              "31649             0              0              0     0           0   \n",
              "31650             0              0              0     0           0   \n",
              "31651             0              0              0     0           0   \n",
              "31652             0              0              0     0           0   \n",
              "\n",
              "       antidepressants  antietam  antigone  antigua  antineoplastic  \\\n",
              "0                    0         0         0        0               0   \n",
              "1                    0         0         0        0               0   \n",
              "2                    0         0         0        0               0   \n",
              "3                    0         0         0        0               0   \n",
              "4                    0         0         0        0               0   \n",
              "...                ...       ...       ...      ...             ...   \n",
              "31648                0         0         0        0               0   \n",
              "31649                0         0         0        0               0   \n",
              "31650                0         0         0        0               0   \n",
              "31651                0         0         0        0               0   \n",
              "31652                0         0         0        0               0   \n",
              "\n",
              "       antioxidants  antipsychotic  antiquarian  antique  antiques  \\\n",
              "0                 0              0            0        0         0   \n",
              "1                 0              0            0        0         0   \n",
              "2                 0              0            0        0         0   \n",
              "3                 0              0            0        0         0   \n",
              "4                 0              0            0        0         0   \n",
              "...             ...            ...          ...      ...       ...   \n",
              "31648             0              0            0        0         0   \n",
              "31649             0              0            0        0         0   \n",
              "31650             0              0            0        0         0   \n",
              "31651             0              0            0        0         0   \n",
              "31652             0              0            0        0         0   \n",
              "\n",
              "       antiquities  antirightist  antisemitism  antislavery  antisocial  \\\n",
              "0                0             0             0            0           0   \n",
              "1                0             0             0            0           0   \n",
              "2                0             0             0            0           0   \n",
              "3                0             0             0            0           0   \n",
              "4                0             0             0            0           0   \n",
              "...            ...           ...           ...          ...         ...   \n",
              "31648            0             0             0            0           0   \n",
              "31649            0             0             0            0           0   \n",
              "31650            0             0             0            0           0   \n",
              "31651            0             0             0            0           0   \n",
              "31652            0             0             0            0           0   \n",
              "\n",
              "       antitrust  antoinette  anton  antoni  antonio  antonioni  antonius  \\\n",
              "0              0           0      0       0        0          0         0   \n",
              "1              0           0      0       0        0          0         0   \n",
              "2              0           0      0       0        0          0         0   \n",
              "3              0           0      0       0        0          0         0   \n",
              "4              0           0      0       0        0          0         0   \n",
              "...          ...         ...    ...     ...      ...        ...       ...   \n",
              "31648          0           0      0       0        0          0         0   \n",
              "31649          0           0      0       0        0          0         0   \n",
              "31650          0           0      0       0        0          0         0   \n",
              "31651          0           0      0       0        0          0         0   \n",
              "31652          0           0      0       0        0          0         0   \n",
              "\n",
              "       antonyms  ants  anxiety  aosta  apache  apartheid  apartment  \\\n",
              "0             0     0        0      0       0          0          0   \n",
              "1             0     0        0      0       0          0          0   \n",
              "2             0     0        0      0       0          0          0   \n",
              "3             0     0        0      0       0          0          0   \n",
              "4             0     0        0      0       0          0          0   \n",
              "...         ...   ...      ...    ...     ...        ...        ...   \n",
              "31648         0     0        0      0       0          0          0   \n",
              "31649         0     0        0      0       0          0          0   \n",
              "31650         0     0        0      0       0          0          0   \n",
              "31651         0     0        0      0       0          0          0   \n",
              "31652         0     0        0      0       0          0          0   \n",
              "\n",
              "       apartments  apes  aphra  aphrodisiac  aphrodisiacs  apocalyptic  \\\n",
              "0               0     0      0            0             0            0   \n",
              "1               0     0      0            0             0            0   \n",
              "2               0     0      0            0             0            0   \n",
              "3               0     0      0            0             0            0   \n",
              "4               0     0      0            0             0            0   \n",
              "...           ...   ...    ...          ...           ...          ...   \n",
              "31648           0     0      0            0             0            0   \n",
              "31649           0     0      0            0             0            0   \n",
              "31650           0     0      0            0             0            0   \n",
              "31651           0     0      0            0             0            0   \n",
              "31652           0     0      0            0             0            0   \n",
              "\n",
              "       apocryphal  apollo  apologetic  apologetics  apologizing  apoptosis  \\\n",
              "0               0       0           0            0            0          0   \n",
              "1               0       0           0            0            0          0   \n",
              "2               0       0           0            0            0          0   \n",
              "3               0       0           0            0            0          0   \n",
              "4               0       0           0            0            0          0   \n",
              "...           ...     ...         ...          ...          ...        ...   \n",
              "31648           0       0           0            0            0          0   \n",
              "31649           0       0           0            0            0          0   \n",
              "31650           0       0           0            0            0          0   \n",
              "31651           0       0           0            0            0          0   \n",
              "31652           0       0           0            0            0          0   \n",
              "\n",
              "       apostle  apostles  apostolicity  appalachian  apparatus  apparitions  \\\n",
              "0            0         0             0            0          0            0   \n",
              "1            0         0             0            0          0            0   \n",
              "2            0         0             0            0          0            0   \n",
              "3            0         0             0            0          0            0   \n",
              "4            0         0             0            0          0            0   \n",
              "...        ...       ...           ...          ...        ...          ...   \n",
              "31648        0         0             0            0          0            0   \n",
              "31649        0         0             0            0          0            0   \n",
              "31650        0         0             0            0          0            0   \n",
              "31651        0         0             0            0          0            0   \n",
              "31652        0         0             0            0          0            0   \n",
              "\n",
              "       appetite  appetizers  apphia  apple  applebroog  apples  appleseed  \\\n",
              "0             0           0       0      0           0       0          0   \n",
              "1             0           0       0      0           0       0          0   \n",
              "2             0           0       0      0           0       0          0   \n",
              "3             0           0       0      0           0       0          0   \n",
              "4             0           0       0      0           0       0          0   \n",
              "...         ...         ...     ...    ...         ...     ...        ...   \n",
              "31648         0           0       0      0           0       0          0   \n",
              "31649         0           0       0      0           0       0          0   \n",
              "31650         0           0       0      0           0       0          0   \n",
              "31651         0           0       0      0           0       0          0   \n",
              "31652         0           0       0      0           0       0          0   \n",
              "\n",
              "       appliances  application  applications  applied  appliqu  appointment  \\\n",
              "0               0            0             0        0        0            0   \n",
              "1               0            0             0        0        0            0   \n",
              "2               0            0             0        0        0            0   \n",
              "3               0            0             0        0        0            0   \n",
              "4               0            0             0        0        0            0   \n",
              "...           ...          ...           ...      ...      ...          ...   \n",
              "31648           0            0             0        0        0            0   \n",
              "31649           0            0             0        0        0            0   \n",
              "31650           0            0             0        0        0            0   \n",
              "31651           0            0             0        0        0            0   \n",
              "31652           0            0             0        0        0            0   \n",
              "\n",
              "       appraisers  appreciation  apprentices  appropriate  appropriations  \\\n",
              "0               0             0            0            0               0   \n",
              "1               0             0            0            0               0   \n",
              "2               0             0            0            0               0   \n",
              "3               0             0            0            0               0   \n",
              "4               0             0            0            0               0   \n",
              "...           ...           ...          ...          ...             ...   \n",
              "31648           0             0            0            0               0   \n",
              "31649           0             0            0            0               0   \n",
              "31650           0             0            0            0               0   \n",
              "31651           0             0            0            0               0   \n",
              "31652           0             0            0            0               0   \n",
              "\n",
              "       approximately  april  aptitude  aquaculture  aquaman  aquarium  \\\n",
              "0                  0      0         0            0        0         0   \n",
              "1                  0      0         0            0        0         0   \n",
              "2                  0      0         0            0        0         0   \n",
              "3                  0      0         0            0        0         0   \n",
              "4                  0      0         0            0        0         0   \n",
              "...              ...    ...       ...          ...      ...       ...   \n",
              "31648              0      0         0            0        0         0   \n",
              "31649              0      0         0            0        0         0   \n",
              "31650              0      0         0            0        0         0   \n",
              "31651              0      0         0            0        0         0   \n",
              "31652              0      0         0            0        0         0   \n",
              "\n",
              "       aquariums  aquatic  aqueducts  aquitaine  ara  arab  arabia  arabian  \\\n",
              "0              0        0          0          0    0     0       0        0   \n",
              "1              0        0          0          0    0     0       0        0   \n",
              "2              0        0          0          0    0     0       0        0   \n",
              "3              0        0          0          0    0     0       0        0   \n",
              "4              0        0          0          0    0     0       0        0   \n",
              "...          ...      ...        ...        ...  ...   ...     ...      ...   \n",
              "31648          0        0          0          0    0     0       0        0   \n",
              "31649          0        0          0          0    0     0       0        0   \n",
              "31650          0        0          0          0    0     0       0        0   \n",
              "31651          0        0          0          0    0     0       0        0   \n",
              "31652          0        0          0          0    0     0       0        0   \n",
              "\n",
              "       arabic  arabs  arachnida  arachnids  arachnologists  aran  aranka  \\\n",
              "0           0      0          0          0               0     0       0   \n",
              "1           0      0          0          0               0     0       0   \n",
              "2           0      0          0          0               0     0       0   \n",
              "3           0      0          0          0               0     0       0   \n",
              "4           0      0          0          0               0     0       0   \n",
              "...       ...    ...        ...        ...             ...   ...     ...   \n",
              "31648       0      0          0          0               0     0       0   \n",
              "31649       0      0          0          0               0     0       0   \n",
              "31650       0      0          0          0               0     0       0   \n",
              "31651       0      0          0          0               0     0       0   \n",
              "31652       0      0          0          0               0     0       0   \n",
              "\n",
              "       arapaho  arawak  arbeiter  arbor  arbors  arbus  arc  archaeological  \\\n",
              "0            0       0         0      0       0      0    0               0   \n",
              "1            0       0         0      0       0      0    0               0   \n",
              "2            0       0         0      0       0      0    0               0   \n",
              "3            0       0         0      0       0      0    0               0   \n",
              "4            0       0         0      0       0      0    0               0   \n",
              "...        ...     ...       ...    ...     ...    ...  ...             ...   \n",
              "31648        0       0         0      0       0      0    0               0   \n",
              "31649        0       0         0      0       0      0    0               0   \n",
              "31650        0       0         0      0       0      0    0               0   \n",
              "31651        0       0         0      0       0      0    0               0   \n",
              "31652        0       0         0      0       0      0    0               0   \n",
              "\n",
              "       archaeologists  archaeology  archangel  archeology  archer  archers  \\\n",
              "0                   0            0          0           0       0        0   \n",
              "1                   0            0          0           0       0        0   \n",
              "2                   0            0          0           0       0        0   \n",
              "3                   0            0          0           0       0        0   \n",
              "4                   0            0          0           0       0        0   \n",
              "...               ...          ...        ...         ...     ...      ...   \n",
              "31648               0            0          0           0       0        0   \n",
              "31649               0            0          0           0       0        0   \n",
              "31650               0            0          0           0       0        0   \n",
              "31651               0            0          0           0       0        0   \n",
              "31652               0            0          0           0       0        0   \n",
              "\n",
              "       arches  archetype  archigram  archimedes  architcture  architect  \\\n",
              "0           0          0          0           0            0          0   \n",
              "1           0          0          0           0            0          0   \n",
              "2           0          0          0           0            0          0   \n",
              "3           0          0          0           0            0          0   \n",
              "4           0          0          0           0            0          0   \n",
              "...       ...        ...        ...         ...          ...        ...   \n",
              "31648       0          0          0           0            0          0   \n",
              "31649       0          0          0           0            0          0   \n",
              "31650       0          0          0           0            0          0   \n",
              "31651       0          0          0           0            0          0   \n",
              "31652       0          0          0           0            0          0   \n",
              "\n",
              "       architects  architectural  architecture  architetti  architettori  \\\n",
              "0               0              0             0           0             0   \n",
              "1               0              0             0           0             0   \n",
              "2               0              0             0           0             0   \n",
              "3               0              0             0           0             0   \n",
              "4               0              0             0           0             0   \n",
              "...           ...            ...           ...         ...           ...   \n",
              "31648           0              0             0           0             0   \n",
              "31649           0              0             0           0             0   \n",
              "31650           0              0             0           0             0   \n",
              "31651           0              0             0           0             0   \n",
              "31652           0              0             0           0             0   \n",
              "\n",
              "       archives  archy  arcosanti  arctic  ard  ardennes  ardizzone  area  \\\n",
              "0             0      0          0       0    0         0          0     0   \n",
              "1             0      0          0       0    0         0          0     0   \n",
              "2             0      0          0       0    0         0          0     0   \n",
              "3             0      0          0       0    0         0          0     0   \n",
              "4             0      0          0       0    0         0          0     0   \n",
              "...         ...    ...        ...     ...  ...       ...        ...   ...   \n",
              "31648         0      0          0       0    0         0          0     0   \n",
              "31649         0      0          0       0    0         0          0     0   \n",
              "31650         0      0          0       0    0         0          0     0   \n",
              "31651         0      0          0       0    0         0          0     0   \n",
              "31652         0      0          0       0    0         0          0     0   \n",
              "\n",
              "       areas  argentina  argentines  argonauts  argyll  arhur  ari  ariadna  \\\n",
              "0          0          0           0          0       0      0    0        0   \n",
              "1          0          0           0          0       0      0    0        0   \n",
              "2          0          0           0          0       0      0    0        0   \n",
              "3          0          0           0          0       0      0    0        0   \n",
              "4          0          0           0          0       0      0    0        0   \n",
              "...      ...        ...         ...        ...     ...    ...  ...      ...   \n",
              "31648      0          0           0          0       0      0    0        0   \n",
              "31649      0          0           0          0       0      0    0        0   \n",
              "31650      0          0           0          0       0      0    0        0   \n",
              "31651      0          0           0          0       0      0    0        0   \n",
              "31652      0          0           0          0       0      0    0        0   \n",
              "\n",
              "       ariane  aristocracy  aristotle  arithmetic  ariz  arizona  ark  arkady  \\\n",
              "0           0            0          0           0     0        0    0       0   \n",
              "1           0            0          0           0     0        0    0       0   \n",
              "2           0            0          0           0     0        0    0       0   \n",
              "3           0            0          0           0     0        0    0       0   \n",
              "4           0            0          0           0     0        0    0       0   \n",
              "...       ...          ...        ...         ...   ...      ...  ...     ...   \n",
              "31648       0            0          0           0     0        0    0       0   \n",
              "31649       0            0          0           0     0        0    0       0   \n",
              "31650       0            0          0           0     0        0    0       0   \n",
              "31651       0            0          0           0     0        0    0       0   \n",
              "31652       0            0          0           0     0        0    0       0   \n",
              "\n",
              "       arkansas  arly  arm  armada  armadillos  armageddon  armction  armed  \\\n",
              "0             0     0    0       0           0           0         0      0   \n",
              "1             0     0    0       0           0           0         0      0   \n",
              "2             0     0    0       0           0           0         0      0   \n",
              "3             0     0    0       0           0           0         0      0   \n",
              "4             0     0    0       0           0           0         0      0   \n",
              "...         ...   ...  ...     ...         ...         ...       ...    ...   \n",
              "31648         0     0    0       0           0           0         0      0   \n",
              "31649         0     0    0       0           0           0         0      0   \n",
              "31650         0     0    0       0           0           0         0      0   \n",
              "31651         0     0    0       0           0           0         0      0   \n",
              "31652         0     0    0       0           0           0         0      0   \n",
              "\n",
              "       armee  armenia  armenian  armor  arms  armstrong  army  arne  arness  \\\n",
              "0          0        0         0      0     0          0     0     0       0   \n",
              "1          0        0         0      0     0          0     0     0       0   \n",
              "2          0        0         0      0     0          0     0     0       0   \n",
              "3          0        0         0      0     0          0     0     0       0   \n",
              "4          0        0         0      0     0          0     0     0       0   \n",
              "...      ...      ...       ...    ...   ...        ...   ...   ...     ...   \n",
              "31648      0        0         0      0     0          0     0     0       0   \n",
              "31649      0        0         0      0     0          0     0     0       0   \n",
              "31650      0        0         0      0     0          0     0     0       0   \n",
              "31651      0        0         0      0     0          0     0     0       0   \n",
              "31652      0        0         0      0     0          0     0     0       0   \n",
              "\n",
              "       arnhem  arno  arnold  arnulfo  aromatic  around  arranged  arrangement  \\\n",
              "0           0     0       0        0         0       0         0            0   \n",
              "1           0     0       0        0         0       0         0            0   \n",
              "2           0     0       0        0         0       0         0            0   \n",
              "3           0     0       0        0         0       0         0            0   \n",
              "4           0     0       0        0         0       0         0            0   \n",
              "...       ...   ...     ...      ...       ...     ...       ...          ...   \n",
              "31648       0     0       0        0         0       0         0            0   \n",
              "31649       0     0       0        0         0       0         0            0   \n",
              "31650       0     0       0        0         0       0         0            0   \n",
              "31651       0     0       0        0         0       0         0            0   \n",
              "31652       0     0       0        0         0       0         0            0   \n",
              "\n",
              "       arrondissement  arrow  arrows  arson  art  artemisia  arteritis  \\\n",
              "0                   0      0       0      0    0          0          0   \n",
              "1                   0      0       0      0    0          0          0   \n",
              "2                   0      0       0      0    0          0          0   \n",
              "3                   0      0       0      0    0          0          0   \n",
              "4                   0      0       0      0    0          0          0   \n",
              "...               ...    ...     ...    ...  ...        ...        ...   \n",
              "31648               0      0       0      0    0          0          0   \n",
              "31649               0      0       0      0    0          0          0   \n",
              "31650               0      0       0      0    0          0          0   \n",
              "31651               0      0       0      0    0          0          0   \n",
              "31652               0      0       0      0    0          0          0   \n",
              "\n",
              "       arthritis  arthropoda  arthur  arthurian  articles  artie  artificial  \\\n",
              "0              0           0       0          0         0      0           0   \n",
              "1              0           0       0          0         0      0           0   \n",
              "2              0           0       0          0         0      0           0   \n",
              "3              0           0       0          0         0      0           0   \n",
              "4              0           0       0          0         0      0           0   \n",
              "...          ...         ...     ...        ...       ...    ...         ...   \n",
              "31648          0           0       0          0         0      0           0   \n",
              "31649          0           0       0          0         0      0           0   \n",
              "31650          0           0       0          0         0      0           0   \n",
              "31651          0           0       0          0         0      0           0   \n",
              "31652          0           0       0          0         0      0           0   \n",
              "\n",
              "       artillery  artisans  artist  artistic  artists  arts  arturo  \\\n",
              "0              0         0       0         0        0     0       0   \n",
              "1              0         0       0         0        0     0       0   \n",
              "2              0         0       0         0        0     0       0   \n",
              "3              0         0       0         0        0     0       0   \n",
              "4              0         0       0         0        0     0       0   \n",
              "...          ...       ...     ...       ...      ...   ...     ...   \n",
              "31648          0         0       0         0        0     0       0   \n",
              "31649          0         0       0         0        0     0       0   \n",
              "31650          0         0       0         0        0     0       0   \n",
              "31651          0         0       0         0        0     0       0   \n",
              "31652          0         0       0         0        0     0       0   \n",
              "\n",
              "       arunachal  arviso  aryan  aryana  aryans  asahara  ascensions  ascent  \\\n",
              "0              0       0      0       0       0        0           0       0   \n",
              "1              0       0      0       0       0        0           0       0   \n",
              "2              0       0      0       0       0        0           0       0   \n",
              "3              0       0      0       0       0        0           0       0   \n",
              "4              0       0      0       0       0        0           0       0   \n",
              "...          ...     ...    ...     ...     ...      ...         ...     ...   \n",
              "31648          0       0      0       0       0        0           0       0   \n",
              "31649          0       0      0       0       0        0           0       0   \n",
              "31650          0       0      0       0       0        0           0       0   \n",
              "31651          0       0      0       0       0        0           0       0   \n",
              "31652          0       0      0       0       0        0           0       0   \n",
              "\n",
              "       ashanti  ashe  ashland  ashley  ashton  asia  asian  asiatic  aspectos  \\\n",
              "0            0     0        0       0       0     0      0        0         0   \n",
              "1            0     0        0       0       0     0      0        0         0   \n",
              "2            0     0        0       0       0     0      0        0         0   \n",
              "3            0     0        0       0       0     0      0        0         0   \n",
              "4            0     0        0       0       0     0      0        0         0   \n",
              "...        ...   ...      ...     ...     ...   ...    ...      ...       ...   \n",
              "31648        0     0        0       0       0     0      0        0         0   \n",
              "31649        0     0        0       0       0     0      0        0         0   \n",
              "31650        0     0        0       0       0     0      0        0         0   \n",
              "31651        0     0        0       0       0     0      0        0         0   \n",
              "31652        0     0        0       0       0     0      0        0         0   \n",
              "\n",
              "       aspects  aspergers  aspirin  assasination  assassination  assassins  \\\n",
              "0            0          0        0             0              0          0   \n",
              "1            0          0        0             0              0          0   \n",
              "2            0          0        0             0              0          0   \n",
              "3            0          0        0             0              0          0   \n",
              "4            0          0        0             0              0          0   \n",
              "...        ...        ...      ...           ...            ...        ...   \n",
              "31648        0          0        0             0              0          0   \n",
              "31649        0          0        0             0              0          0   \n",
              "31650        0          0        0             0              0          0   \n",
              "31651        0          0        0             0              0          0   \n",
              "31652        0          0        0             0              0          0   \n",
              "\n",
              "       assateague  assembly  assertiveness  assessment  asset  assimilation  \\\n",
              "0               0         0              0           0      0             0   \n",
              "1               0         0              0           0      0             0   \n",
              "2               0         0              0           0      0             0   \n",
              "3               0         0              0           0      0             0   \n",
              "4               0         0              0           0      0             0   \n",
              "...           ...       ...            ...         ...    ...           ...   \n",
              "31648           0         0              0           0      0             0   \n",
              "31649           0         0              0           0      0             0   \n",
              "31650           0         0              0           0      0             0   \n",
              "31651           0         0              0           0      0             0   \n",
              "31652           0         0              0           0      0             0   \n",
              "\n",
              "       assisi  assistance  assistant  assistants  assisted  associates  \\\n",
              "0           0           0          0           0         0           0   \n",
              "1           0           0          0           0         0           0   \n",
              "2           0           0          0           0         0           0   \n",
              "3           0           0          0           0         0           0   \n",
              "4           0           0          0           0         0           0   \n",
              "...       ...         ...        ...         ...       ...         ...   \n",
              "31648       0           0          0           0         0           0   \n",
              "31649       0           0          0           0         0           0   \n",
              "31650       0           0          0           0         0           0   \n",
              "31651       0           0          0           0         0           0   \n",
              "31652       0           0          0           0         0           0   \n",
              "\n",
              "       association  associations  assurance  assyriologists  assyro  astaire  \\\n",
              "0                0             0          0               0       0        0   \n",
              "1                0             0          0               0       0        0   \n",
              "2                0             0          0               0       0        0   \n",
              "3                0             0          0               0       0        0   \n",
              "4                0             0          0               0       0        0   \n",
              "...            ...           ...        ...             ...     ...      ...   \n",
              "31648            0             0          0               0       0        0   \n",
              "31649            0             0          0               0       0        0   \n",
              "31650            0             0          0               0       0        0   \n",
              "31651            0             0          0               0       0        0   \n",
              "31652            0             0          0               0       0        0   \n",
              "\n",
              "       astanga  asteroid  asteroids  asthma  astral  astrology  astronautics  \\\n",
              "0            0         0          0       0       0          0             0   \n",
              "1            0         0          0       0       0          0             0   \n",
              "2            0         0          0       0       0          0             0   \n",
              "3            0         0          0       0       0          0             0   \n",
              "4            0         0          0       0       0          0             0   \n",
              "...        ...       ...        ...     ...     ...        ...           ...   \n",
              "31648        0         0          0       0       0          0             0   \n",
              "31649        0         0          0       0       0          0             0   \n",
              "31650        0         0          0       0       0          0             0   \n",
              "31651        0         0          0       0       0          0             0   \n",
              "31652        0         0          0       0       0          0             0   \n",
              "\n",
              "       astronauts  astronomers  astronomy  asturias  aswad  atahualpa  \\\n",
              "0               0            0          0         0      0          0   \n",
              "1               0            0          0         0      0          0   \n",
              "2               0            0          0         0      0          0   \n",
              "3               0            0          0         0      0          0   \n",
              "4               0            0          0         0      0          0   \n",
              "...           ...          ...        ...       ...    ...        ...   \n",
              "31648           0            0          0         0      0          0   \n",
              "31649           0            0          0         0      0          0   \n",
              "31650           0            0          0         0      0          0   \n",
              "31651           0            0          0         0      0          0   \n",
              "31652           0            0          0         0      0          0   \n",
              "\n",
              "       atanasio  atchison  athapascan  atheism  atheists  athenian  athens  \\\n",
              "0             0         0           0        0         0         0       0   \n",
              "1             0         0           0        0         0         0       0   \n",
              "2             0         0           0        0         0         0       0   \n",
              "3             0         0           0        0         0         0       0   \n",
              "4             0         0           0        0         0         0       0   \n",
              "...         ...       ...         ...      ...       ...       ...     ...   \n",
              "31648         0         0           0        0         0         0       0   \n",
              "31649         0         0           0        0         0         0       0   \n",
              "31650         0         0           0        0         0         0       0   \n",
              "31651         0         0           0        0         0         0       0   \n",
              "31652         0         0           0        0         0         0       0   \n",
              "\n",
              "       atherosclerosis  athill  athletes  athletic  athletics  atitl  atlanta  \\\n",
              "0                    0       0         0         0          0      0        0   \n",
              "1                    0       0         0         0          0      0        0   \n",
              "2                    0       0         0         0          0      0        0   \n",
              "3                    0       0         0         0          0      0        0   \n",
              "4                    0       0         0         0          0      0        0   \n",
              "...                ...     ...       ...       ...        ...    ...      ...   \n",
              "31648                0       0         0         0          0      0        0   \n",
              "31649                0       0         0         0          0      0        0   \n",
              "31650                0       0         0         0          0      0        0   \n",
              "31651                0       0         0         0          0      0        0   \n",
              "31652                0       0         0         0          0      0        0   \n",
              "\n",
              "       atlantic  atlantis  atlases  atmosfiscellanea  atmospheric  atocha  \\\n",
              "0             0         0        0                 0            0       0   \n",
              "1             0         0        0                 0            0       0   \n",
              "2             0         0        0                 0            0       0   \n",
              "3             0         0        0                 0            0       0   \n",
              "4             0         0        0                 0            0       0   \n",
              "...         ...       ...      ...               ...          ...     ...   \n",
              "31648         0         0        0                 0            0       0   \n",
              "31649         0         0        0                 0            0       0   \n",
              "31650         0         0        0                 0            0       0   \n",
              "31651         0         0        0                 0            0       0   \n",
              "31652         0         0        0                 0            0       0   \n",
              "\n",
              "       atoll  atomic  atonement  atrocities  atsina  atsuko  attachment  \\\n",
              "0          0       0          0           0       0       0           0   \n",
              "1          0       0          0           0       0       0           0   \n",
              "2          0       0          0           0       0       0           0   \n",
              "3          0       0          0           0       0       0           0   \n",
              "4          0       0          0           0       0       0           0   \n",
              "...      ...     ...        ...         ...     ...     ...         ...   \n",
              "31648      0       0          0           0       0       0           0   \n",
              "31649      0       0          0           0       0       0           0   \n",
              "31650      0       0          0           0       0       0           0   \n",
              "31651      0       0          0           0       0       0           0   \n",
              "31652      0       0          0           0       0       0           0   \n",
              "\n",
              "       attack  attacks  attempt  attempted  attempts  attention  attics  \\\n",
              "0           0        0        0          0         0          0       0   \n",
              "1           0        0        0          0         0          0       0   \n",
              "2           0        0        0          0         0          0       0   \n",
              "3           0        0        0          0         0          0       0   \n",
              "4           0        0        0          0         0          0       0   \n",
              "...       ...      ...      ...        ...       ...        ...     ...   \n",
              "31648       0        0        0          0         0          0       0   \n",
              "31649       0        0        0          0         0          0       0   \n",
              "31650       0        0        0          0         0          0       0   \n",
              "31651       0        0        0          0         0          0       0   \n",
              "31652       0        0        0          0         0          0       0   \n",
              "\n",
              "       attila  attitude  attitudes  attorney  attract  attracting  attraction  \\\n",
              "0           0         0          0         0        0           0           0   \n",
              "1           0         0          0         0        0           0           0   \n",
              "2           0         0          0         0        0           0           0   \n",
              "3           0         0          0         0        0           0           0   \n",
              "4           0         0          0         0        0           0           0   \n",
              "...       ...       ...        ...       ...      ...         ...         ...   \n",
              "31648       0         0          0         0        0           0           0   \n",
              "31649       0         0          0         0        0           0           0   \n",
              "31650       0         0          0         0        0           0           0   \n",
              "31651       0         0          0         0        0           0           0   \n",
              "31652       0         0          0         0        0           0           0   \n",
              "\n",
              "       attu  atwood  au  aubrey  auburn  auctions  audiences  audio  \\\n",
              "0         0       0   0       0       0         0          0      0   \n",
              "1         0       0   0       0       0         0          0      0   \n",
              "2         0       0   0       0       0         0          0      0   \n",
              "3         0       0   0       0       0         0          0      0   \n",
              "4         0       0   0       0       0         0          0      0   \n",
              "...     ...     ...  ..     ...     ...       ...        ...    ...   \n",
              "31648     0       0   0       0       0         0          0      0   \n",
              "31649     0       0   0       0       0         0          0      0   \n",
              "31650     0       0   0       0       0         0          0      0   \n",
              "31651     0       0   0       0       0         0          0      0   \n",
              "31652     0       0   0       0       0         0          0      0   \n",
              "\n",
              "       audiobooks  audiotapes  auditions  audubon  augusta  auguste  augusten  \\\n",
              "0               0           0          0        0        0        0         0   \n",
              "1               0           0          0        0        0        0         0   \n",
              "2               0           0          0        0        0        0         0   \n",
              "3               0           0          0        0        0        0         0   \n",
              "4               0           0          0        0        0        0         0   \n",
              "...           ...         ...        ...      ...      ...      ...       ...   \n",
              "31648           0           0          0        0        0        0         0   \n",
              "31649           0           0          0        0        0        0         0   \n",
              "31650           0           0          0        0        0        0         0   \n",
              "31651           0           0          0        0        0        0         0   \n",
              "31652           0           0          0        0        0        0         0   \n",
              "\n",
              "       augustine  augustus  auks  aunt  aunts  aura  aurelio  aurora  auroras  \\\n",
              "0              0         0     0     0      0     0        0       0        0   \n",
              "1              0         0     0     0      0     0        0       0        0   \n",
              "2              0         0     0     0      0     0        0       0        0   \n",
              "3              0         0     0     0      0     0        0       0        0   \n",
              "4              0         0     0     0      0     0        0       0        0   \n",
              "...          ...       ...   ...   ...    ...   ...      ...     ...      ...   \n",
              "31648          0         0     0     0      0     0        0       0        0   \n",
              "31649          0         0     0     0      0     0        0       0        0   \n",
              "31650          0         0     0     0      0     0        0       0        0   \n",
              "31651          0         0     0     0      0     0        0       0        0   \n",
              "31652          0         0     0     0      0     0        0       0        0   \n",
              "\n",
              "       auschwitz  austen  australia  australian  australians  austria  \\\n",
              "0              0       0          0           0            0        0   \n",
              "1              0       0          0           0            0        0   \n",
              "2              0       0          0           0            0        0   \n",
              "3              0       0          0           0            0        0   \n",
              "4              0       0          0           0            0        0   \n",
              "...          ...     ...        ...         ...          ...      ...   \n",
              "31648          0       0          0           0            0        0   \n",
              "31649          0       0          0           0            0        0   \n",
              "31650          0       0          0           0            0        0   \n",
              "31651          0       0          0           0            0        0   \n",
              "31652          0       0          0           0            0        0   \n",
              "\n",
              "       austrian  autarchy  authenticity  authoring  authority  authorized  \\\n",
              "0             0         0             0          0          0           0   \n",
              "1             0         0             0          0          0           0   \n",
              "2             0         0             0          0          0           0   \n",
              "3             0         0             0          0          0           0   \n",
              "4             0         0             0          0          0           0   \n",
              "...         ...       ...           ...        ...        ...         ...   \n",
              "31648         0         0             0          0          0           0   \n",
              "31649         0         0             0          0          0           0   \n",
              "31650         0         0             0          0          0           0   \n",
              "31651         0         0             0          0          0           0   \n",
              "31652         0         0             0          0          0           0   \n",
              "\n",
              "       authors  authorship  autism  autistic  autobiograohy  autobiographical  \\\n",
              "0            0           0       0         0              0                 0   \n",
              "1            0           0       0         0              0                 0   \n",
              "2            0           0       0         0              0                 0   \n",
              "3            0           0       0         0              0                 0   \n",
              "4            0           0       0         0              0                 0   \n",
              "...        ...         ...     ...       ...            ...               ...   \n",
              "31648        0           0       0         0              0                 0   \n",
              "31649        0           0       0         0              0                 0   \n",
              "31650        0           0       0         0              0                 0   \n",
              "31651        0           0       0         0              0                 0   \n",
              "31652        0           0       0         0              0                 0   \n",
              "\n",
              "       autobiographies  autobiography  autocad  autogenic  autograph  \\\n",
              "0                    0              0        0          0          0   \n",
              "1                    0              0        0          0          0   \n",
              "2                    0              0        0          0          0   \n",
              "3                    0              0        0          0          0   \n",
              "4                    0              0        0          0          0   \n",
              "...                ...            ...      ...        ...        ...   \n",
              "31648                0              0        0          0          0   \n",
              "31649                0              0        0          0          0   \n",
              "31650                0              0        0          0          0   \n",
              "31651                0              0        0          0          0   \n",
              "31652                0              0        0          0          0   \n",
              "\n",
              "       automatic  automation  automobile  automobiles  autonomous  autonomy  \\\n",
              "0              0           0           0            0           0         0   \n",
              "1              0           0           0            0           0         0   \n",
              "2              0           0           0            0           0         0   \n",
              "3              0           0           0            0           0         0   \n",
              "4              0           0           0            0           0         0   \n",
              "...          ...         ...         ...          ...         ...       ...   \n",
              "31648          0           0           0            0           0         0   \n",
              "31649          0           0           0            0           0         0   \n",
              "31650          0           0           0            0           0         0   \n",
              "31651          0           0           0            0           0         0   \n",
              "31652          0           0           0            0           0         0   \n",
              "\n",
              "       autumn  auvergne  ava  avalanches  avalon  avant  avarice  ave  avedon  \\\n",
              "0           0         0    0           0       0      0        0    0       0   \n",
              "1           0         0    0           0       0      0        0    0       0   \n",
              "2           0         0    0           0       0      0        0    0       0   \n",
              "3           0         0    0           0       0      0        0    0       0   \n",
              "4           0         0    0           0       0      0        0    0       0   \n",
              "...       ...       ...  ...         ...     ...    ...      ...  ...     ...   \n",
              "31648       0         0    0           0       0      0        0    0       0   \n",
              "31649       0         0    0           0       0      0        0    0       0   \n",
              "31650       0         0    0           0       0      0        0    0       0   \n",
              "31651       0         0    0           0       0      0        0    0       0   \n",
              "31652       0         0    0           0       0      0        0    0       0   \n",
              "\n",
              "       avegno  avengers  avenue  aveyron  avi  aviaries  aviation  aviv  awa  \\\n",
              "0           0         0       0        0    0         0         0     0    0   \n",
              "1           0         0       0        0    0         0         0     0    0   \n",
              "2           0         0       0        0    0         0         0     0    0   \n",
              "3           0         0       0        0    0         0         0     0    0   \n",
              "4           0         0       0        0    0         0         0     0    0   \n",
              "...       ...       ...     ...      ...  ...       ...       ...   ...  ...   \n",
              "31648       0         0       0        0    0         0         0     0    0   \n",
              "31649       0         0       0        0    0         0         0     0    0   \n",
              "31650       0         0       0        0    0         0         0     0    0   \n",
              "31651       0         0       0        0    0         0         0     0    0   \n",
              "31652       0         0       0        0    0         0         0     0    0   \n",
              "\n",
              "       awaken  awakening  award  awards  awareness  ayako  ayla  aylul  ayn  \\\n",
              "0           0          0      0       0          0      0     0      0    0   \n",
              "1           0          0      0       0          0      0     0      0    0   \n",
              "2           0          0      0       0          0      0     0      0    0   \n",
              "3           0          0      0       0          0      0     0      0    0   \n",
              "4           0          0      0       0          0      0     0      0    0   \n",
              "...       ...        ...    ...     ...        ...    ...   ...    ...  ...   \n",
              "31648       0          0      0       0          0      0     0      0    0   \n",
              "31649       0          0      0       0          0      0     0      0    0   \n",
              "31650       0          0      0       0          0      0     0      0    0   \n",
              "31651       0          0      0       0          0      0     0      0    0   \n",
              "31652       0          0      0       0          0      0     0      0    0   \n",
              "\n",
              "       ayodhya  ayurvedic  azaleas  azores  aztecs  azuchi  b  baba  babar  \\\n",
              "0            0          0        0       0       0       0  0     0      0   \n",
              "1            0          0        0       0       0       0  0     0      0   \n",
              "2            0          0        0       0       0       0  0     0      0   \n",
              "3            0          0        0       0       0       0  0     0      0   \n",
              "4            0          0        0       0       0       0  0     0      0   \n",
              "...        ...        ...      ...     ...     ...     ... ..   ...    ...   \n",
              "31648        0          0        0       0       0       0  0     0      0   \n",
              "31649        0          0        0       0       0       0  0     0      0   \n",
              "31650        0          0        0       0       0       0  0     0      0   \n",
              "31651        0          0        0       0       0       0  0     0      0   \n",
              "31652        0          0        0       0       0       0  0     0      0   \n",
              "\n",
              "       babari  babe  babies  baby  babylonia  babylonian  babysitters  \\\n",
              "0           0     0       0     0          0           0            0   \n",
              "1           0     0       0     0          0           0            0   \n",
              "2           0     0       0     0          0           0            0   \n",
              "3           0     0       0     0          0           0            0   \n",
              "4           0     0       0     0          0           0            0   \n",
              "...       ...   ...     ...   ...        ...         ...          ...   \n",
              "31648       0     0       0     0          0           0            0   \n",
              "31649       0     0       0     0          0           0            0   \n",
              "31650       0     0       0     0          0           0            0   \n",
              "31651       0     0       0     0          0           0            0   \n",
              "31652       0     0       0     0          0           0            0   \n",
              "\n",
              "       babysitting  baca  bacall  bach  bachelors  back  backache  backgammon  \\\n",
              "0                0     0       0     0          0     0         0           0   \n",
              "1                0     0       0     0          0     0         0           0   \n",
              "2                0     0       0     0          0     0         0           0   \n",
              "3                0     0       0     0          0     0         0           0   \n",
              "4                0     0       0     0          0     0         0           0   \n",
              "...            ...   ...     ...   ...        ...   ...       ...         ...   \n",
              "31648            0     0       0     0          0     0         0           0   \n",
              "31649            0     0       0     0          0     0         0           0   \n",
              "31650            0     0       0     0          0     0         0           0   \n",
              "31651            0     0       0     0          0     0         0           0   \n",
              "31652            0     0       0     0          0     0         0           0   \n",
              "\n",
              "       backhand  backhouse  backpacking  bacon  bacteria  bacterial  bad  \\\n",
              "0             0          0            0      0         0          0    0   \n",
              "1             0          0            0      0         0          0    0   \n",
              "2             0          0            0      0         0          0    0   \n",
              "3             0          0            0      0         0          0    0   \n",
              "4             0          0            0      0         0          0    0   \n",
              "...         ...        ...          ...    ...       ...        ...  ...   \n",
              "31648         0          0            0      0         0          0    0   \n",
              "31649         0          0            0      0         0          0    0   \n",
              "31650         0          0            0      0         0          0    0   \n",
              "31651         0          0            0      0         0          0    0   \n",
              "31652         0          0            0      0         0          0    0   \n",
              "\n",
              "       badgers  baekeland  bagels  baggins  bagley  bags  bah  bahamas  \\\n",
              "0            0          0       0        0       0     0    0        0   \n",
              "1            0          0       0        0       0     0    0        0   \n",
              "2            0          0       0        0       0     0    0        0   \n",
              "3            0          0       0        0       0     0    0        0   \n",
              "4            0          0       0        0       0     0    0        0   \n",
              "...        ...        ...     ...      ...     ...   ...  ...      ...   \n",
              "31648        0          0       0        0       0     0    0        0   \n",
              "31649        0          0       0        0       0     0    0        0   \n",
              "31650        0          0       0        0       0     0    0        0   \n",
              "31651        0          0       0        0       0     0    0        0   \n",
              "31652        0          0       0        0       0     0    0        0   \n",
              "\n",
              "       bahman  bahrain  baiev  bail  bailan  bailey  bainbridge  baines  \\\n",
              "0           0        0      0     0       0       0           0       0   \n",
              "1           0        0      0     0       0       0           0       0   \n",
              "2           0        0      0     0       0       0           0       0   \n",
              "3           0        0      0     0       0       0           0       0   \n",
              "4           0        0      0     0       0       0           0       0   \n",
              "...       ...      ...    ...   ...     ...     ...         ...     ...   \n",
              "31648       0        0      0     0       0       0           0       0   \n",
              "31649       0        0      0     0       0       0           0       0   \n",
              "31650       0        0      0     0       0       0           0       0   \n",
              "31651       0        0      0     0       0       0           0       0   \n",
              "31652       0        0      0     0       0       0           0       0   \n",
              "\n",
              "       baird  baixo  baja  baker  bakeries  bakers  bakery  baking  balaklava  \\\n",
              "0          0      0     0      0         0       0       0       0          0   \n",
              "1          0      0     0      0         0       0       0       0          0   \n",
              "2          0      0     0      0         0       0       0       0          0   \n",
              "3          0      0     0      0         0       0       0       0          0   \n",
              "4          0      0     0      0         0       0       0       0          0   \n",
              "...      ...    ...   ...    ...       ...     ...     ...     ...        ...   \n",
              "31648      0      0     0      0         0       0       0       0          0   \n",
              "31649      0      0     0      0         0       0       0       0          0   \n",
              "31650      0      0     0      0         0       0       0       0          0   \n",
              "31651      0      0     0      0         0       0       0       0          0   \n",
              "31652      0      0     0      0         0       0       0       0          0   \n",
              "\n",
              "       balance  balanchine  balanta  balcombe  bald  baldness  baldrige  \\\n",
              "0            0           0        0         0     0         0         0   \n",
              "1            0           0        0         0     0         0         0   \n",
              "2            0           0        0         0     0         0         0   \n",
              "3            0           0        0         0     0         0         0   \n",
              "4            0           0        0         0     0         0         0   \n",
              "...        ...         ...      ...       ...   ...       ...       ...   \n",
              "31648        0           0        0         0     0         0         0   \n",
              "31649        0           0        0         0     0         0         0   \n",
              "31650        0           0        0         0     0         0         0   \n",
              "31651        0           0        0         0     0         0         0   \n",
              "31652        0           0        0         0     0         0         0   \n",
              "\n",
              "       baldwin  bale  bali  balkan  ball  ballad  ballads  ballard  \\\n",
              "0            0     0     0       0     0       0        0        0   \n",
              "1            0     0     0       0     0       0        0        0   \n",
              "2            0     0     0       0     0       0        0        0   \n",
              "3            0     0     0       0     0       0        0        0   \n",
              "4            0     0     0       0     0       0        0        0   \n",
              "...        ...   ...   ...     ...   ...     ...      ...      ...   \n",
              "31648        0     0     0       0     0       0        0        0   \n",
              "31649        0     0     0       0     0       0        0        0   \n",
              "31650        0     0     0       0     0       0        0        0   \n",
              "31651        0     0     0       0     0       0        0        0   \n",
              "31652        0     0     0       0     0       0        0        0   \n",
              "\n",
              "       ballerinas  ballet  ballets  ballmer  ballo  balloon  balloons  \\\n",
              "0               0       0        0        0      0        0         0   \n",
              "1               0       0        0        0      0        0         0   \n",
              "2               0       0        0        0      0        0         0   \n",
              "3               0       0        0        0      0        0         0   \n",
              "4               0       0        0        0      0        0         0   \n",
              "...           ...     ...      ...      ...    ...      ...       ...   \n",
              "31648           0       0        0        0      0        0         0   \n",
              "31649           0       0        0        0      0        0         0   \n",
              "31650           0       0        0        0      0        0         0   \n",
              "31651           0       0        0        0      0        0         0   \n",
              "31652           0       0        0        0      0        0         0   \n",
              "\n",
              "       ballroom  balls  balsan  baltimore  balto  balzac  balzano  balzic  \\\n",
              "0             0      0       0          0      0       0        0       0   \n",
              "1             0      0       0          0      0       0        0       0   \n",
              "2             0      0       0          0      0       0        0       0   \n",
              "3             0      0       0          0      0       0        0       0   \n",
              "4             0      0       0          0      0       0        0       0   \n",
              "...         ...    ...     ...        ...    ...     ...      ...     ...   \n",
              "31648         0      0       0          0      0       0        0       0   \n",
              "31649         0      0       0          0      0       0        0       0   \n",
              "31650         0      0       0          0      0       0        0       0   \n",
              "31651         0      0       0          0      0       0        0       0   \n",
              "31652         0      0       0          0      0       0        0       0   \n",
              "\n",
              "       bambi  bamboo  ban  banana  bananas  band  bandini  bandmasters  \\\n",
              "0          0       0    0       0        0     0        0            0   \n",
              "1          0       0    0       0        0     0        0            0   \n",
              "2          0       0    0       0        0     0        0            0   \n",
              "3          0       0    0       0        0     0        0            0   \n",
              "4          0       0    0       0        0     0        0            0   \n",
              "...      ...     ...  ...     ...      ...   ...      ...          ...   \n",
              "31648      0       0    0       0        0     0        0            0   \n",
              "31649      0       0    0       0        0     0        0            0   \n",
              "31650      0       0    0       0        0     0        0            0   \n",
              "31651      0       0    0       0        0     0        0            0   \n",
              "31652      0       0    0       0        0     0        0            0   \n",
              "\n",
              "       bandoneon  bandonion  bands  banff  bang  bangladesh  bangladeshis  \\\n",
              "0              0          0      0      0     0           0             0   \n",
              "1              0          0      0      0     0           0             0   \n",
              "2              0          0      0      0     0           0             0   \n",
              "3              0          0      0      0     0           0             0   \n",
              "4              0          0      0      0     0           0             0   \n",
              "...          ...        ...    ...    ...   ...         ...           ...   \n",
              "31648          0          0      0      0     0           0             0   \n",
              "31649          0          0      0      0     0           0             0   \n",
              "31650          0          0      0      0     0           0             0   \n",
              "31651          0          0      0      0     0           0             0   \n",
              "31652          0          0      0      0     0           0             0   \n",
              "\n",
              "       bangor  banjar  banjo  banjos  bank  bankers  bankhead  banking  banks  \\\n",
              "0           0       0      0       0     0        0         0        0      0   \n",
              "1           0       0      0       0     0        0         0        0      0   \n",
              "2           0       0      0       0     0        0         0        0      0   \n",
              "3           0       0      0       0     0        0         0        0      0   \n",
              "4           0       0      0       0     0        0         0        0      0   \n",
              "...       ...     ...    ...     ...   ...      ...       ...      ...    ...   \n",
              "31648       0       0      0       0     0        0         0        0      0   \n",
              "31649       0       0      0       0     0        0         0        0      0   \n",
              "31650       0       0      0       0     0        0         0        0      0   \n",
              "31651       0       0      0       0     0        0         0        0      0   \n",
              "31652       0       0      0       0     0        0         0        0      0   \n",
              "\n",
              "       banner  bannister  banyumas  baolian  baptism  baptist  baptists  bar  \\\n",
              "0           0          0         0        0        0        0         0    0   \n",
              "1           0          0         0        0        0        0         0    0   \n",
              "2           0          0         0        0        0        0         0    0   \n",
              "3           0          0         0        0        0        0         0    0   \n",
              "4           0          0         0        0        0        0         0    0   \n",
              "...       ...        ...       ...      ...      ...      ...       ...  ...   \n",
              "31648       0          0         0        0        0        0         0    0   \n",
              "31649       0          0         0        0        0        0         0    0   \n",
              "31650       0          0         0        0        0        0         0    0   \n",
              "31651       0          0         0        0        0        0         0    0   \n",
              "31652       0          0         0        0        0        0         0    0   \n",
              "\n",
              "       barabbas  barack  baraka  barbara  barbecue  barber  barbera  barbers  \\\n",
              "0             0       0       0        0         0       0        0        0   \n",
              "1             0       0       0        0         0       0        0        0   \n",
              "2             0       0       0        0         0       0        0        0   \n",
              "3             0       0       0        0         0       0        0        0   \n",
              "4             0       0       0        0         0       0        0        0   \n",
              "...         ...     ...     ...      ...       ...     ...      ...      ...   \n",
              "31648         0       0       0        0         0       0        0        0   \n",
              "31649         0       0       0        0         0       0        0        0   \n",
              "31650         0       0       0        0         0       0        0        0   \n",
              "31651         0       0       0        0         0       0        0        0   \n",
              "31652         0       0       0        0         0       0        0        0   \n",
              "\n",
              "       barbershops  barbie  barbuda  barcelona  barchester  bardsley  barge  \\\n",
              "0                0       0        0          0           0         0      0   \n",
              "1                0       0        0          0           0         0      0   \n",
              "2                0       0        0          0           0         0      0   \n",
              "3                0       0        0          0           0         0      0   \n",
              "4                0       0        0          0           0         0      0   \n",
              "...            ...     ...      ...        ...         ...       ...    ...   \n",
              "31648            0       0        0          0           0         0      0   \n",
              "31649            0       0        0          0           0         0      0   \n",
              "31650            0       0        0          0           0         0      0   \n",
              "31651            0       0        0          0           0         0      0   \n",
              "31652            0       0        0          0           0         0      0   \n",
              "\n",
              "       barger  bark  barnabas  barnaby  barnett  barney  barns  barnum  baron  \\\n",
              "0           0     0         0        0        0       0      0       0      0   \n",
              "1           0     0         0        0        0       0      0       0      0   \n",
              "2           0     0         0        0        0       0      0       0      0   \n",
              "3           0     0         0        0        0       0      0       0      0   \n",
              "4           0     0         0        0        0       0      0       0      0   \n",
              "...       ...   ...       ...      ...      ...     ...    ...     ...    ...   \n",
              "31648       0     0         0        0        0       0      0       0      0   \n",
              "31649       0     0         0        0        0       0      0       0      0   \n",
              "31650       0     0         0        0        0       0      0       0      0   \n",
              "31651       0     0         0        0        0       0      0       0      0   \n",
              "31652       0     0         0        0        0       0      0       0      0   \n",
              "\n",
              "       baroness  baroque  barr  barrett  barrier  barrington  barris  barro  \\\n",
              "0             0        0     0        0        0           0       0      0   \n",
              "1             0        0     0        0        0           0       0      0   \n",
              "2             0        0     0        0        0           0       0      0   \n",
              "3             0        0     0        0        0           0       0      0   \n",
              "4             0        0     0        0        0           0       0      0   \n",
              "...         ...      ...   ...      ...      ...         ...     ...    ...   \n",
              "31648         0        0     0        0        0           0       0      0   \n",
              "31649         0        0     0        0        0           0       0      0   \n",
              "31650         0        0     0        0        0           0       0      0   \n",
              "31651         0        0     0        0        0           0       0      0   \n",
              "31652         0        0     0        0        0           0       0      0   \n",
              "\n",
              "       bars  barsetshire  bart  bartenders  barter  barthes  bartholdi  \\\n",
              "0         0            0     0           0       0        0          0   \n",
              "1         0            0     0           0       0        0          0   \n",
              "2         0            0     0           0       0        0          0   \n",
              "3         0            0     0           0       0        0          0   \n",
              "4         0            0     0           0       0        0          0   \n",
              "...     ...          ...   ...         ...     ...      ...        ...   \n",
              "31648     0            0     0           0       0        0          0   \n",
              "31649     0            0     0           0       0        0          0   \n",
              "31650     0            0     0           0       0        0          0   \n",
              "31651     0            0     0           0       0        0          0   \n",
              "31652     0            0     0           0       0        0          0   \n",
              "\n",
              "       bartholdy  base  baseball  based  basements  bases  bashfulness  basho  \\\n",
              "0              0     0         0      0          0      0            0      0   \n",
              "1              0     0         0      0          0      0            0      0   \n",
              "2              0     0         0      0          0      0            0      0   \n",
              "3              0     0         0      0          0      0            0      0   \n",
              "4              0     0         0      0          0      0            0      0   \n",
              "...          ...   ...       ...    ...        ...    ...          ...    ...   \n",
              "31648          0     0         0      0          0      0            0      0   \n",
              "31649          0     0         0      0          0      0            0      0   \n",
              "31650          0     0         0      0          0      0            0      0   \n",
              "31651          0     0         0      0          0      0            0      0   \n",
              "31652          0     0         0      0          0      0            0      0   \n",
              "\n",
              "       basic  basilica  basilicata  basin  basket  basketball  baskets  \\\n",
              "0          0         0           0      0       0           0        0   \n",
              "1          0         0           0      0       0           0        0   \n",
              "2          0         0           0      0       0           0        0   \n",
              "3          0         0           0      0       0           0        0   \n",
              "4          0         0           0      0       0           0        0   \n",
              "...      ...       ...         ...    ...     ...         ...      ...   \n",
              "31648      0         0           0      0       0           0        0   \n",
              "31649      0         0           0      0       0           0        0   \n",
              "31650      0         0           0      0       0           0        0   \n",
              "31651      0         0           0      0       0           0        0   \n",
              "31652      0         0           0      0       0           0        0   \n",
              "\n",
              "       basketwork  basque  basques  basquiat  bass  bassoon  bassoonists  \\\n",
              "0               0       0        0         0     0        0            0   \n",
              "1               0       0        0         0     0        0            0   \n",
              "2               0       0        0         0     0        0            0   \n",
              "3               0       0        0         0     0        0            0   \n",
              "4               0       0        0         0     0        0            0   \n",
              "...           ...     ...      ...       ...   ...      ...          ...   \n",
              "31648           0       0        0         0     0        0            0   \n",
              "31649           0       0        0         0     0        0            0   \n",
              "31650           0       0        0         0     0        0            0   \n",
              "31651           0       0        0         0     0        0            0   \n",
              "31652           0       0        0         0     0        0            0   \n",
              "\n",
              "       bassoons  bastille  bat  batavia  bates  bath  bathrooms  baths  \\\n",
              "0             0         0    0        0      0     0          0      0   \n",
              "1             0         0    0        0      0     0          0      0   \n",
              "2             0         0    0        0      0     0          0      0   \n",
              "3             0         0    0        0      0     0          0      0   \n",
              "4             0         0    0        0      0     0          0      0   \n",
              "...         ...       ...  ...      ...    ...   ...        ...    ...   \n",
              "31648         0         0    0        0      0     0          0      0   \n",
              "31649         0         0    0        0      0     0          0      0   \n",
              "31650         0         0    0        0      0     0          0      0   \n",
              "31651         0         0    0        0      0     0          0      0   \n",
              "31652         0         0    0        0      0     0          0      0   \n",
              "\n",
              "       bathsheba  bathtub  batik  batman  bats  battalion  batteries  battery  \\\n",
              "0              0        0      0       0     0          0          0        0   \n",
              "1              0        0      0       0     0          0          0        0   \n",
              "2              0        0      0       0     0          0          0        0   \n",
              "3              0        0      0       0     0          0          0        0   \n",
              "4              0        0      0       0     0          0          0        0   \n",
              "...          ...      ...    ...     ...   ...        ...        ...      ...   \n",
              "31648          0        0      0       0     0          0          0        0   \n",
              "31649          0        0      0       0     0          0          0        0   \n",
              "31650          0        0      0       0     0          0          0        0   \n",
              "31651          0        0      0       0     0          0          0        0   \n",
              "31652          0        0      0       0     0          0          0        0   \n",
              "\n",
              "       batting  battle  battles  battleship  battleships  baudelaire  bavaria  \\\n",
              "0            0       0        0           0            0           0        0   \n",
              "1            0       0        0           0            0           0        0   \n",
              "2            0       1        0           0            0           0        0   \n",
              "3            0       0        0           0            0           0        0   \n",
              "4            0       0        0           0            0           0        0   \n",
              "...        ...     ...      ...         ...          ...         ...      ...   \n",
              "31648        0       0        0           0            0           0        0   \n",
              "31649        0       0        0           0            0           0        0   \n",
              "31650        0       0        0           0            0           0        0   \n",
              "31651        0       0        0           0            0           0        0   \n",
              "31652        0       0        0           0            0           0        0   \n",
              "\n",
              "       bawa  bawdy  bay  bayeux  bayle  bayles  bayley  bb  beach  \\\n",
              "0         0      0    0       0      0       0       0   0      0   \n",
              "1         0      0    0       0      0       0       0   0      0   \n",
              "2         0      0    0       0      0       0       0   0      0   \n",
              "3         0      0    0       0      0       0       0   0      0   \n",
              "4         0      0    0       0      0       0       0   0      0   \n",
              "...     ...    ...  ...     ...    ...     ...     ...  ..    ...   \n",
              "31648     0      0    0       0      0       0       0   0      0   \n",
              "31649     0      0    0       0      0       0       0   0      0   \n",
              "31650     0      0    0       0      0       0       0   0      0   \n",
              "31651     0      0    0       0      0       0       0   0      0   \n",
              "31652     0      0    0       0      0       0       0   0      0   \n",
              "\n",
              "       beachcombing  beaches  bead  beads  beadwork  beagle  beale  beals  \\\n",
              "0                 0        0     0      0         0       0      0      0   \n",
              "1                 0        0     0      0         0       0      0      0   \n",
              "2                 0        0     0      0         0       0      0      0   \n",
              "3                 0        0     0      0         0       0      0      0   \n",
              "4                 0        0     0      0         0       0      0      0   \n",
              "...             ...      ...   ...    ...       ...     ...    ...    ...   \n",
              "31648             0        0     0      0         0       0      0      0   \n",
              "31649             0        0     0      0         0       0      0      0   \n",
              "31650             0        0     0      0         0       0      0      0   \n",
              "31651             0        0     0      0         0       0      0      0   \n",
              "31652             0        0     0      0         0       0      0      0   \n",
              "\n",
              "       bean  beans  beanstalk  bear  beard  bearden  beardsley  bearing  \\\n",
              "0         0      0          0     0      0        0          0        0   \n",
              "1         0      0          0     0      0        0          0        0   \n",
              "2         0      0          0     0      0        0          0        0   \n",
              "3         0      0          0     0      0        0          0        0   \n",
              "4         0      0          0     0      0        0          0        0   \n",
              "...     ...    ...        ...   ...    ...      ...        ...      ...   \n",
              "31648     0      0          0     0      0        0          0        0   \n",
              "31649     0      0          0     0      0        0          0        0   \n",
              "31650     0      0          0     0      0        0          0        0   \n",
              "31651     0      0          0     0      0        0          0        0   \n",
              "31652     0      0          0     0      0        0          0        0   \n",
              "\n",
              "       bears  beast  beat  beatitudes  beatles  beaton  beatrice  beatrix  \\\n",
              "0          0      0     0           0        0       0         0        0   \n",
              "1          0      0     0           0        0       0         0        0   \n",
              "2          0      0     0           0        0       0         0        0   \n",
              "3          0      0     0           0        0       0         0        0   \n",
              "4          0      0     0           0        0       0         0        0   \n",
              "...      ...    ...   ...         ...      ...     ...       ...      ...   \n",
              "31648      0      0     0           0        0       0         0        0   \n",
              "31649      0      0     0           0        0       0         0        0   \n",
              "31650      0      0     0           0        0       0         0        0   \n",
              "31651      0      0     0           0        0       0         0        0   \n",
              "31652      0      0     0           0        0       0         0        0   \n",
              "\n",
              "       beatty  beaufort  beaulieu  beaumont  beautiful  beauty  beavers  bebb  \\\n",
              "0           0         0         0         0          0       0        0     0   \n",
              "1           0         0         0         0          0       0        0     0   \n",
              "2           0         0         0         0          0       0        0     0   \n",
              "3           0         0         0         0          0       0        0     0   \n",
              "4           0         0         0         0          0       0        0     0   \n",
              "...       ...       ...       ...       ...        ...     ...      ...   ...   \n",
              "31648       0         0         0         0          0       0        0     0   \n",
              "31649       0         0         0         0          0       0        0     0   \n",
              "31650       0         0         0         0          0       0        0     0   \n",
              "31651       0         0         0         0          0       0        0     0   \n",
              "31652       0         0         0         0          0       0        0     0   \n",
              "\n",
              "       bec  bech  bechet  beck  beckett  beckham  becky  bed  bedelia  \\\n",
              "0        0     0       0     0        0        0      0    0        0   \n",
              "1        0     0       0     0        0        0      0    0        0   \n",
              "2        0     0       0     0        0        0      0    0        0   \n",
              "3        0     0       0     0        0        0      0    0        0   \n",
              "4        0     0       0     0        0        0      0    0        0   \n",
              "...    ...   ...     ...   ...      ...      ...    ...  ...      ...   \n",
              "31648    0     0       0     0        0        0      0    0        0   \n",
              "31649    0     0       0     0        0        0      0    0        0   \n",
              "31650    0     0       0     0        0        0      0    0        0   \n",
              "31651    0     0       0     0        0        0      0    0        0   \n",
              "31652    0     0       0     0        0        0      0    0        0   \n",
              "\n",
              "       bedford  bedlam  bedouins  bedrooms  beds  bedtime  bedwetting  bedwyn  \\\n",
              "0            0       0         0         0     0        0           0       0   \n",
              "1            0       0         0         0     0        0           0       0   \n",
              "2            0       0         0         0     0        0           0       0   \n",
              "3            0       0         0         0     0        0           0       0   \n",
              "4            0       0         0         0     0        0           0       0   \n",
              "...        ...     ...       ...       ...   ...      ...         ...     ...   \n",
              "31648        0       0         0         0     0        0           0       0   \n",
              "31649        0       0         0         0     0        0           0       0   \n",
              "31650        0       0         0         0     0        0           0       0   \n",
              "31651        0       0         0         0     0        0           0       0   \n",
              "31652        0       0         0         0     0        0           0       0   \n",
              "\n",
              "       bee  beef  beehives  beekeepers  bees  beethoven  beetle  beetles  \\\n",
              "0        0     0         0           0     0          0       0        0   \n",
              "1        0     0         0           0     0          0       0        0   \n",
              "2        0     0         0           0     0          0       0        0   \n",
              "3        0     0         0           0     0          0       0        0   \n",
              "4        0     0         0           0     0          0       0        0   \n",
              "...    ...   ...       ...         ...   ...        ...     ...      ...   \n",
              "31648    0     0         0           0     0          0       0        0   \n",
              "31649    0     0         0           0     0          0       0        0   \n",
              "31650    0     0         0           0     0          0       0        0   \n",
              "31651    0     0         0           0     0          0       0        0   \n",
              "31652    0     0         0           0     0          0       0        0   \n",
              "\n",
              "       befana  beginning  behavior  behn  beiderbecke  beijing  beings  \\\n",
              "0           0          0         0     0            0        0       0   \n",
              "1           0          0         0     0            0        0       0   \n",
              "2           0          0         0     0            0        0       0   \n",
              "3           0          0         0     0            0        0       0   \n",
              "4           0          0         0     0            0        0       0   \n",
              "...       ...        ...       ...   ...          ...      ...     ...   \n",
              "31648       0          0         0     0            0        0       0   \n",
              "31649       0          0         0     0            0        0       0   \n",
              "31650       0          0         0     0            0        0       0   \n",
              "31651       0          0         0     0            0        0       0   \n",
              "31652       0          0         0     0            0        0       0   \n",
              "\n",
              "       beirut  belacqua  belarus  belgian  belgians  belgium  belief  belize  \\\n",
              "0           0         0        0        0         0        0       0       0   \n",
              "1           0         0        0        0         0        0       0       0   \n",
              "2           0         0        0        0         0        0       0       0   \n",
              "3           0         0        0        0         0        0       0       0   \n",
              "4           0         0        0        0         0        0       0       0   \n",
              "...       ...       ...      ...      ...       ...      ...     ...     ...   \n",
              "31648       0         0        0        0         0        0       0       0   \n",
              "31649       0         0        0        0         0        0       0       0   \n",
              "31650       0         0        0        0         0        0       0       0   \n",
              "31651       0         0        0        0         0        0       0       0   \n",
              "31652       0         0        0        0         0        0       0       0   \n",
              "\n",
              "       belknap  bell  belle  bellehaven  belli  bellingham  bellini  bellocq  \\\n",
              "0            0     0      0           0      0           0        0        0   \n",
              "1            0     0      0           0      0           0        0        0   \n",
              "2            0     0      0           0      0           0        0        0   \n",
              "3            0     0      0           0      0           0        0        0   \n",
              "4            0     0      0           0      0           0        0        0   \n",
              "...        ...   ...    ...         ...    ...         ...      ...      ...   \n",
              "31648        0     0      0           0      0           0        0        0   \n",
              "31649        0     0      0           0      0           0        0        0   \n",
              "31650        0     0      0           0      0           0        0        0   \n",
              "31651        0     0      0           0      0           0        0        0   \n",
              "31652        0     0      0           0      0           0        0        0   \n",
              "\n",
              "       bellow  bells  belly  belshazzar  bemis  ben  benares  bender  \\\n",
              "0           0      0      0           0      0    0        0       0   \n",
              "1           0      0      0           0      0    0        0       0   \n",
              "2           0      0      0           0      0    0        0       0   \n",
              "3           0      0      0           0      0    0        0       0   \n",
              "4           0      0      0           0      0    0        0       0   \n",
              "...       ...    ...    ...         ...    ...  ...      ...     ...   \n",
              "31648       0      0      0           0      0    0        0       0   \n",
              "31649       0      0      0           0      0    0        0       0   \n",
              "31650       0      0      0           0      0    0        0       0   \n",
              "31651       0      0      0           0      0    0        0       0   \n",
              "31652       0      0      0           0      0    0        0       0   \n",
              "\n",
              "       benedict  benedictines  benedictionals  benedictus  benefactors  \\\n",
              "0             0             0               0           0            0   \n",
              "1             0             0               0           0            0   \n",
              "2             0             0               0           0            0   \n",
              "3             0             0               0           0            0   \n",
              "4             0             0               0           0            0   \n",
              "...         ...           ...             ...         ...          ...   \n",
              "31648         0             0               0           0            0   \n",
              "31649         0             0               0           0            0   \n",
              "31650         0             0               0           0            0   \n",
              "31651         0             0               0           0            0   \n",
              "31652         0             0               0           0            0   \n",
              "\n",
              "       benefits  bengali  beniamino  benin  benito  benjamin  benji  bennet  \\\n",
              "0             0        0          0      0       0         0      0       0   \n",
              "1             0        0          0      0       0         0      0       0   \n",
              "2             0        0          0      0       0         0      0       0   \n",
              "3             0        0          0      0       0         0      0       0   \n",
              "4             0        0          0      0       0         0      0       0   \n",
              "...         ...      ...        ...    ...     ...       ...    ...     ...   \n",
              "31648         0        0          0      0       0         0      0       0   \n",
              "31649         0        0          0      0       0         0      0       0   \n",
              "31650         0        0          0      0       0         0      0       0   \n",
              "31651         0        0          0      0       0         0      0       0   \n",
              "31652         0        0          0      0       0         0      0       0   \n",
              "\n",
              "       bennett  benni  benny  bent  bentley  benton  beowulf  beppe  \\\n",
              "0            0      0      0     0        0       0        0      0   \n",
              "1            0      0      0     0        0       0        0      0   \n",
              "2            0      0      0     0        0       0        0      0   \n",
              "3            0      0      0     0        0       0        0      0   \n",
              "4            0      0      0     0        0       0        0      0   \n",
              "...        ...    ...    ...   ...      ...     ...      ...    ...   \n",
              "31648        0      0      0     0        0       0        0      0   \n",
              "31649        0      0      0     0        0       0        0      0   \n",
              "31650        0      0      0     0        0       0        0      0   \n",
              "31651        0      0      0     0        0       0        0      0   \n",
              "31652        0      0      0     0        0       0        0      0   \n",
              "\n",
              "       berberova  bereavement  berengaria  berenson  berenstain  beresford  \\\n",
              "0              0            0           0         0           0          0   \n",
              "1              0            0           0         0           0          0   \n",
              "2              0            0           0         0           0          0   \n",
              "3              0            0           0         0           0          0   \n",
              "4              0            0           0         0           0          0   \n",
              "...          ...          ...         ...       ...         ...        ...   \n",
              "31648          0            0           0         0           0          0   \n",
              "31649          0            0           0         0           0          0   \n",
              "31650          0            0           0         0           0          0   \n",
              "31651          0            0           0         0           0          0   \n",
              "31652          0            0           0         0           0          0   \n",
              "\n",
              "       berg  berger  bergman  bergson  berkeley  berkowitz  berkshire  berlin  \\\n",
              "0         0       0        0        0         0          0          0       0   \n",
              "1         0       0        0        0         0          0          0       0   \n",
              "2         0       0        0        0         0          0          0       0   \n",
              "3         0       0        0        0         0          0          0       0   \n",
              "4         0       0        0        0         0          0          0       0   \n",
              "...     ...     ...      ...      ...       ...        ...        ...     ...   \n",
              "31648     0       0        0        0         0          0          0       0   \n",
              "31649     0       0        0        0         0          0          0       0   \n",
              "31650     0       0        0        0         0          0          0       0   \n",
              "31651     0       0        0        0         0          0          0       0   \n",
              "31652     0       0        0        0         0          0          0       0   \n",
              "\n",
              "       berman  bermuda  bern  bernadette  bernard  berners  bernese  bernhard  \\\n",
              "0           0        0     0           0        0        0        0         0   \n",
              "1           0        0     0           0        0        0        0         0   \n",
              "2           0        0     0           0        0        0        0         0   \n",
              "3           0        0     0           0        0        0        0         0   \n",
              "4           0        0     0           0        0        0        0         0   \n",
              "...       ...      ...   ...         ...      ...      ...      ...       ...   \n",
              "31648       0        0     0           0        0        0        0         0   \n",
              "31649       0        0     0           0        0        0        0         0   \n",
              "31650       0        0     0           0        0        0        0         0   \n",
              "31651       0        0     0           0        0        0        0         0   \n",
              "31652       0        0     0           0        0        0        0         0   \n",
              "\n",
              "       bernie  bernini  berries  berrybender  bertha  berthe  bertie  beryl  \\\n",
              "0           0        0        0            0       0       0       0      0   \n",
              "1           0        0        0            0       0       0       0      0   \n",
              "2           0        0        0            0       0       0       0      0   \n",
              "3           0        0        0            0       0       0       0      0   \n",
              "4           0        0        0            0       0       0       0      0   \n",
              "...       ...      ...      ...          ...     ...     ...     ...    ...   \n",
              "31648       0        0        0            0       0       0       0      0   \n",
              "31649       0        0        0            0       0       0       0      0   \n",
              "31650       0        0        0            0       0       0       0      0   \n",
              "31651       0        0        0            0       0       0       0      0   \n",
              "31652       0        0        0            0       0       0       0      0   \n",
              "\n",
              "       besser  bessie  best  beth  bethany  bethel  bethlehem  betrayal  \\\n",
              "0           0       0     0     0        0       0          0         0   \n",
              "1           0       0     0     0        0       0          0         0   \n",
              "2           0       0     0     0        0       0          0         0   \n",
              "3           0       0     0     0        0       0          0         0   \n",
              "4           0       0     0     0        0       0          0         0   \n",
              "...       ...     ...   ...   ...      ...     ...        ...       ...   \n",
              "31648       0       0     0     0        0       0          0         0   \n",
              "31649       0       0     0     0        0       0          0         0   \n",
              "31650       0       0     0     0        0       0          0         0   \n",
              "31651       0       0     0     0        0       0          0         0   \n",
              "31652       0       0     0     0        0       0          0         0   \n",
              "\n",
              "       betrothal  betsy  bettelheim  bettina  betting  betty  betzinez  \\\n",
              "0              0      0           0        0        0      0         0   \n",
              "1              0      0           0        0        0      0         0   \n",
              "2              0      0           0        0        0      0         0   \n",
              "3              0      0           0        0        0      0         0   \n",
              "4              0      0           0        0        0      0         0   \n",
              "...          ...    ...         ...      ...      ...    ...       ...   \n",
              "31648          0      0           0        0        0      0         0   \n",
              "31649          0      0           0        0        0      0         0   \n",
              "31650          0      0           0        0        0      0         0   \n",
              "31651          0      0           0        0        0      0         0   \n",
              "31652          0      0           0        0        0      0         0   \n",
              "\n",
              "       beverages  beverly  bevin  beyer  bhutan  bianchi  bible  biblical  \\\n",
              "0              0        0      0      0       0        0      0         0   \n",
              "1              0        0      0      0       0        0      0         0   \n",
              "2              0        0      0      0       0        0      0         0   \n",
              "3              0        0      0      0       0        0      0         0   \n",
              "4              0        0      0      0       0        0      0         0   \n",
              "...          ...      ...    ...    ...     ...      ...    ...       ...   \n",
              "31648          0        0      0      0       0        0      0         0   \n",
              "31649          0        0      0      0       0        0      0         0   \n",
              "31650          0        0      0      0       0        0      0         0   \n",
              "31651          0        0      0      0       0        0      0         0   \n",
              "31652          0        0      0      0       0        0      0         0   \n",
              "\n",
              "       bibliography  bibliomania  bichon  biculturalism  bicycle  bicycles  \\\n",
              "0                 0            0       0              0        0         0   \n",
              "1                 0            0       0              0        0         0   \n",
              "2                 0            0       0              0        0         0   \n",
              "3                 0            0       0              0        0         0   \n",
              "4                 0            0       0              0        0         0   \n",
              "...             ...          ...     ...            ...      ...       ...   \n",
              "31648             0            0       0              0        0         0   \n",
              "31649             0            0       0              0        0         0   \n",
              "31650             0            0       0              0        0         0   \n",
              "31651             0            0       0              0        0         0   \n",
              "31652             0            0       0              0        0         0   \n",
              "\n",
              "       bicycling  bierce  bifida  big  bigamy  bigger  biggie  bighorn  \\\n",
              "0              0       0       0    0       0       0       0        0   \n",
              "1              0       0       0    0       0       0       0        0   \n",
              "2              0       0       0    0       0       0       0        0   \n",
              "3              0       0       0    0       0       0       0        0   \n",
              "4              0       0       0    0       0       0       0        0   \n",
              "...          ...     ...     ...  ...     ...     ...     ...      ...   \n",
              "31648          0       0       0    0       0       0       0        0   \n",
              "31649          0       0       0    0       0       0       0        0   \n",
              "31650          0       0       0    0       0       0       0        0   \n",
              "31651          0       0       0    0       0       0       0        0   \n",
              "31652          0       0       0    0       0       0       0        0   \n",
              "\n",
              "       biking  bikini  bildungsromans  bilingual  bilingualism  bill  billed  \\\n",
              "0           0       0               0          0             0     0       0   \n",
              "1           0       0               0          0             0     0       0   \n",
              "2           0       0               0          0             0     0       0   \n",
              "3           0       0               0          0             0     0       0   \n",
              "4           0       0               0          0             0     0       0   \n",
              "...       ...     ...             ...        ...           ...   ...     ...   \n",
              "31648       0       0               0          0             0     0       0   \n",
              "31649       0       0               0          0             0     0       0   \n",
              "31650       0       0               0          0             0     0       0   \n",
              "31651       0       0               0          0             0     0       0   \n",
              "31652       0       0               0          0             0     0       0   \n",
              "\n",
              "       billiard  billiards  billie  billion  billionaires  billy  bimini  bin  \\\n",
              "0             0          0       0        0             0      0       0    0   \n",
              "1             0          0       0        0             0      0       0    0   \n",
              "2             0          0       0        0             0      0       0    0   \n",
              "3             0          0       0        0             0      0       0    0   \n",
              "4             0          0       0        0             0      0       0    0   \n",
              "...         ...        ...     ...      ...           ...    ...     ...  ...   \n",
              "31648         0          0       0        0             0      0       0    0   \n",
              "31649         0          0       0        0             0      0       0    0   \n",
              "31650         0          0       0        0             0      0       0    0   \n",
              "31651         0          0       0        0             0      0       0    0   \n",
              "31652         0          0       0        0             0      0       0    0   \n",
              "\n",
              "       bind  bing  binge  binghampton  binoculars  bio  bioacoustics  \\\n",
              "0         0     0      0            0           0    0             0   \n",
              "1         0     0      0            0           0    0             0   \n",
              "2         0     0      0            0           0    0             0   \n",
              "3         0     0      0            0           0    0             0   \n",
              "4         0     0      0            0           0    0             0   \n",
              "...     ...   ...    ...          ...         ...  ...           ...   \n",
              "31648     0     0      0            0           0    0             0   \n",
              "31649     0     0      0            0           0    0             0   \n",
              "31650     0     0      0            0           0    0             0   \n",
              "31651     0     0      0            0           0    0             0   \n",
              "31652     0     0      0            0           0    0             0   \n",
              "\n",
              "       biodiesel  biodiversity  bioenergetics  bioengineering  bioethics  \\\n",
              "0              0             0              0               0          0   \n",
              "1              0             0              0               0          0   \n",
              "2              0             0              0               0          0   \n",
              "3              0             0              0               0          0   \n",
              "4              0             0              0               0          0   \n",
              "...          ...           ...            ...             ...        ...   \n",
              "31648          0             0              0               0          0   \n",
              "31649          0             0              0               0          0   \n",
              "31650          0             0              0               0          0   \n",
              "31651          0             0              0               0          0   \n",
              "31652          0             0              0               0          0   \n",
              "\n",
              "       biogeochemical  biographers  biographical  biography  biolinguistics  \\\n",
              "0                   0            0             0          0               0   \n",
              "1                   0            0             0          0               0   \n",
              "2                   0            0             0          0               0   \n",
              "3                   0            0             0          0               0   \n",
              "4                   0            0             0          0               0   \n",
              "...               ...          ...           ...        ...             ...   \n",
              "31648               0            0             0          0               0   \n",
              "31649               0            0             0          0               0   \n",
              "31650               0            0             0          0               0   \n",
              "31651               0            0             0          0               0   \n",
              "31652               0            0             0          0               0   \n",
              "\n",
              "       biological  biologists  biology  biometry  biophysicists  biosphere  \\\n",
              "0               0           0        0         0              0          0   \n",
              "1               0           0        0         0              0          0   \n",
              "2               0           0        0         0              0          0   \n",
              "3               0           0        0         0              0          0   \n",
              "4               0           0        0         0              0          0   \n",
              "...           ...         ...      ...       ...            ...        ...   \n",
              "31648           0           0        0         0              0          0   \n",
              "31649           0           0        0         0              0          0   \n",
              "31650           0           0        0         0              0          0   \n",
              "31651           0           0        0         0              0          0   \n",
              "31652           0           0        0         0              0          0   \n",
              "\n",
              "       biotechnology  bioterrorism  biotic  biplanes  bird  birdhouses  \\\n",
              "0                  0             0       0         0     0           0   \n",
              "1                  0             0       0         0     0           0   \n",
              "2                  0             0       0         0     0           0   \n",
              "3                  0             0       0         0     0           0   \n",
              "4                  0             0       0         0     0           0   \n",
              "...              ...           ...     ...       ...   ...         ...   \n",
              "31648              0             0       0         0     0           0   \n",
              "31649              0             0       0         0     0           0   \n",
              "31650              0             0       0         0     0           0   \n",
              "31651              0             0       0         0     0           0   \n",
              "31652              0             0       0         0     0           0   \n",
              "\n",
              "       birding  birds  birdsongs  birmingham  birney  birth  birthday  \\\n",
              "0            0      0          0           0       0      0         0   \n",
              "1            0      0          0           0       0      0         0   \n",
              "2            0      0          0           0       0      0         0   \n",
              "3            0      0          0           0       0      0         0   \n",
              "4            0      0          0           0       0      0         0   \n",
              "...        ...    ...        ...         ...     ...    ...       ...   \n",
              "31648        0      0          0           0       0      0         0   \n",
              "31649        0      0          0           0       0      0         0   \n",
              "31650        0      0          0           0       0      0         0   \n",
              "31651        0      0          0           0       0      0         0   \n",
              "31652        0      0          0           0       0      0         0   \n",
              "\n",
              "       birthdays  birthfathers  birthmothers  birthparents  biscuit  biscuits  \\\n",
              "0              0             0             0             0        0         0   \n",
              "1              0             0             0             0        0         0   \n",
              "2              0             0             0             0        0         0   \n",
              "3              0             0             0             0        0         0   \n",
              "4              0             0             0             0        0         0   \n",
              "...          ...           ...           ...           ...      ...       ...   \n",
              "31648          0             0             0             0        0         0   \n",
              "31649          0             0             0             0        0         0   \n",
              "31650          0             0             0             0        0         0   \n",
              "31651          0             0             0             0        0         0   \n",
              "31652          0             0             0             0        0         0   \n",
              "\n",
              "       bisexual  bisexuality  bisexuals  bishop  bishops  bisipara  bismarck  \\\n",
              "0             0            0          0       0        0         0         0   \n",
              "1             0            0          0       0        0         0         0   \n",
              "2             0            0          0       0        0         0         0   \n",
              "3             0            0          0       0        0         0         0   \n",
              "4             0            0          0       0        0         0         0   \n",
              "...         ...          ...        ...     ...      ...       ...       ...   \n",
              "31648         0            0          0       0        0         0         0   \n",
              "31649         0            0          0       0        0         0         0   \n",
              "31650         0            0          0       0        0         0         0   \n",
              "31651         0            0          0       0        0         0         0   \n",
              "31652         0            0          0       0        0         0         0   \n",
              "\n",
              "       bison  bitov  bix  bjagstad  bk  black  blackberries  blackboard  \\\n",
              "0          0      0    0         0   0      0             0           0   \n",
              "1          0      0    0         0   0      0             0           0   \n",
              "2          0      0    0         0   0      0             0           0   \n",
              "3          0      0    0         0   0      0             0           0   \n",
              "4          0      0    0         0   0      0             0           0   \n",
              "...      ...    ...  ...       ...  ..    ...           ...         ...   \n",
              "31648      0      0    0         0   0      0             0           0   \n",
              "31649      0      0    0         0   0      0             0           0   \n",
              "31650      0      0    0         0   0      0             0           0   \n",
              "31651      0      0    0         0   0      0             0           0   \n",
              "31652      0      0    0         0   0      0             0           0   \n",
              "\n",
              "       blackface  blackie  blackjack  blacklisting  blacks  blackwell  \\\n",
              "0              0        0          0             0       0          0   \n",
              "1              0        0          0             0       0          0   \n",
              "2              0        0          0             0       0          0   \n",
              "3              0        0          0             0       0          0   \n",
              "4              0        0          0             0       0          0   \n",
              "...          ...      ...        ...           ...     ...        ...   \n",
              "31648          0        0          0             0       0          0   \n",
              "31649          0        0          0             0       0          0   \n",
              "31650          0        0          0             0       0          0   \n",
              "31651          0        0          0             0       0          0   \n",
              "31652          0        0          0             0       0          0   \n",
              "\n",
              "       blackwood  blades  blahnik  blaine  blair  blaise  blake  blalock  \\\n",
              "0              0       0        0       0      0       0      0        0   \n",
              "1              0       0        0       0      0       0      0        0   \n",
              "2              0       0        0       0      0       0      0        0   \n",
              "3              0       0        0       0      0       0      0        0   \n",
              "4              0       0        0       0      0       0      0        0   \n",
              "...          ...     ...      ...     ...    ...     ...    ...      ...   \n",
              "31648          0       0        0       0      0       0      0        0   \n",
              "31649          0       0        0       0      0       0      0        0   \n",
              "31650          0       0        0       0      0       0      0        0   \n",
              "31651          0       0        0       0      0       0      0        0   \n",
              "31652          0       0        0       0      0       0      0        0   \n",
              "\n",
              "       blanchard  blanchet  bland  blankets  blasi  blast  blaue  \\\n",
              "0              0         0      0         0      0      0      0   \n",
              "1              0         0      0         0      0      0      0   \n",
              "2              0         0      0         0      0      0      0   \n",
              "3              0         0      0         0      0      0      0   \n",
              "4              0         0      0         0      0      0      0   \n",
              "...          ...       ...    ...       ...    ...    ...    ...   \n",
              "31648          0         0      0         0      0      0      0   \n",
              "31649          0         0      0         0      0      0      0   \n",
              "31650          0         0      0         0      0      0      0   \n",
              "31651          0         0      0         0      0      0      0   \n",
              "31652          0         0      0         0      0      0      0   \n",
              "\n",
              "       blaxploitation  bleaching  blessed  blessing  bletchley  blind  \\\n",
              "0                   0          0        0         0          0      0   \n",
              "1                   0          0        0         0          0      0   \n",
              "2                   0          0        0         0          0      0   \n",
              "3                   0          0        0         0          0      0   \n",
              "4                   0          0        0         0          0      0   \n",
              "...               ...        ...      ...       ...        ...    ...   \n",
              "31648               0          0        0         0          0      0   \n",
              "31649               0          0        0         0          0      0   \n",
              "31650               0          0        0         0          0      0   \n",
              "31651               0          0        0         0          0      0   \n",
              "31652               0          0        0         0          0      0   \n",
              "\n",
              "       blindness  blinds  bliss  blizzards  block  blocks  blok  blondie  \\\n",
              "0              0       0      0          0      0       0     0        0   \n",
              "1              0       0      0          0      0       0     0        0   \n",
              "2              0       0      0          0      0       0     0        0   \n",
              "3              0       0      0          0      0       0     0        0   \n",
              "4              0       0      0          0      0       0     0        0   \n",
              "...          ...     ...    ...        ...    ...     ...   ...      ...   \n",
              "31648          0       0      0          0      0       0     0        0   \n",
              "31649          0       0      0          0      0       0     0        0   \n",
              "31650          0       0      0          0      0       0     0        0   \n",
              "31651          0       0      0          0      0       0     0        0   \n",
              "31652          0       0      0          0      0       0     0        0   \n",
              "\n",
              "       blood  bloodhound  bloodsworth  bloom  bloomer  bloomington  \\\n",
              "0          0           0            0      0        0            0   \n",
              "1          0           0            0      0        0            0   \n",
              "2          0           0            0      0        0            0   \n",
              "3          0           0            0      0        0            0   \n",
              "4          0           0            0      0        0            0   \n",
              "...      ...         ...          ...    ...      ...          ...   \n",
              "31648      0           0            0      0        0            0   \n",
              "31649      0           0            0      0        0            0   \n",
              "31650      0           0            0      0        0            0   \n",
              "31651      0           0            0      0        0            0   \n",
              "31652      0           0            0      0        0            0   \n",
              "\n",
              "       bloomsbury  bloomwood  blowing  blue  blueberries  bluebirds  \\\n",
              "0               0          0        0     0            0          0   \n",
              "1               0          0        0     0            0          0   \n",
              "2               0          0        0     0            0          0   \n",
              "3               0          0        0     0            0          0   \n",
              "4               0          0        0     0            0          0   \n",
              "...           ...        ...      ...   ...          ...        ...   \n",
              "31648           0          0        0     0            0          0   \n",
              "31649           0          0        0     0            0          0   \n",
              "31650           0          0        0     0            0          0   \n",
              "31651           0          0        0     0            0          0   \n",
              "31652           0          0        0     0            0          0   \n",
              "\n",
              "       bluegrass  blueprints  blues  blume  blumenschein  bly  blye  bo  boa  \\\n",
              "0              0           0      0      0             0    0     0   0    0   \n",
              "1              0           0      0      0             0    0     0   0    0   \n",
              "2              0           0      0      0             0    0     0   0    0   \n",
              "3              0           0      0      0             0    0     0   0    0   \n",
              "4              0           0      0      0             0    0     0   0    0   \n",
              "...          ...         ...    ...    ...           ...  ...   ...  ..  ...   \n",
              "31648          0           0      0      0             0    0     0   0    0   \n",
              "31649          0           0      0      0             0    0     0   0    0   \n",
              "31650          0           0      0      0             0    0     0   0    0   \n",
              "31651          0           0      0      0             0    0     0   0    0   \n",
              "31652          0           0      0      0             0    0     0   0    0   \n",
              "\n",
              "       board  boarding  boardinghouses  boat  boatbuilders  boatbuilding  \\\n",
              "0          0         0               0     0             0             0   \n",
              "1          0         0               0     0             0             0   \n",
              "2          0         0               0     0             0             0   \n",
              "3          0         0               0     0             0             0   \n",
              "4          0         0               0     0             0             0   \n",
              "...      ...       ...             ...   ...           ...           ...   \n",
              "31648      0         0               0     0             0             0   \n",
              "31649      0         0               0     0             0             0   \n",
              "31650      0         0               0     0             0             0   \n",
              "31651      0         0               0     0             0             0   \n",
              "31652      0         0               0     0             0             0   \n",
              "\n",
              "       boating  boats  bob  boba  bobby  bobcat  bobo  boca  bode  \\\n",
              "0            0      0    0     0      0       0     0     0     0   \n",
              "1            0      0    0     0      0       0     0     0     0   \n",
              "2            0      0    0     0      0       0     0     0     0   \n",
              "3            0      0    0     0      0       0     0     0     0   \n",
              "4            0      0    0     0      0       0     0     0     0   \n",
              "...        ...    ...  ...   ...    ...     ...   ...   ...   ...   \n",
              "31648        0      0    0     0      0       0     0     0     0   \n",
              "31649        0      0    0     0      0       0     0     0     0   \n",
              "31650        0      0    0     0      0       0     0     0     0   \n",
              "31651        0      0    0     0      0       0     0     0     0   \n",
              "31652        0      0    0     0      0       0     0     0     0   \n",
              "\n",
              "       bodhicaryavatara  bodies  body  bodybuilders  bodybuilding  bodyguards  \\\n",
              "0                     0       0     0             0             0           0   \n",
              "1                     0       0     0             0             0           0   \n",
              "2                     0       0     0             0             0           0   \n",
              "3                     0       0     0             0             0           0   \n",
              "4                     0       0     0             0             0           0   \n",
              "...                 ...     ...   ...           ...           ...         ...   \n",
              "31648                 0       0     0             0             0           0   \n",
              "31649                 0       0     0             0             0           0   \n",
              "31650                 0       0     0             0             0           0   \n",
              "31651                 0       0     0             0             0           0   \n",
              "31652                 0       0     0             0             0           0   \n",
              "\n",
              "       boeing  bog  bogart  bohemia  bohemianism  bohm  boilers  bois  boise  \\\n",
              "0           0    0       0        0            0     0        0     0      0   \n",
              "1           0    0       0        0            0     0        0     0      0   \n",
              "2           0    0       0        0            0     0        0     0      0   \n",
              "3           0    0       0        0            0     0        0     0      0   \n",
              "4           0    0       0        0            0     0        0     0      0   \n",
              "...       ...  ...     ...      ...          ...   ...      ...   ...    ...   \n",
              "31648       0    0       0        0            0     0        0     0      0   \n",
              "31649       0    0       0        0            0     0        0     0      0   \n",
              "31650       0    0       0        0            0     0        0     0      0   \n",
              "31651       0    0       0        0            0     0        0     0      0   \n",
              "31652       0    0       0        0            0     0        0     0      0   \n",
              "\n",
              "       bolander  boldt  boleyn  boli  bolitar  bolivar  bolivia  bomb  \\\n",
              "0             0      0       0     0        0        0        0     0   \n",
              "1             0      0       0     0        0        0        0     0   \n",
              "2             0      0       0     0        0        0        0     0   \n",
              "3             0      0       0     0        0        0        0     0   \n",
              "4             0      0       0     0        0        0        0     0   \n",
              "...         ...    ...     ...   ...      ...      ...      ...   ...   \n",
              "31648         0      0       0     0        0        0        0     0   \n",
              "31649         0      0       0     0        0        0        0     0   \n",
              "31650         0      0       0     0        0        0        0     0   \n",
              "31651         0      0       0     0        0        0        0     0   \n",
              "31652         0      0       0     0        0        0        0     0   \n",
              "\n",
              "       bombardment  bombay  bomber  bombers  bombing  bombings  bonaparte  \\\n",
              "0                0       0       0        0        0         0          0   \n",
              "1                0       0       0        0        0         0          0   \n",
              "2                0       0       0        0        0         0          0   \n",
              "3                0       0       0        0        0         0          0   \n",
              "4                0       0       0        0        0         0          0   \n",
              "...            ...     ...     ...      ...      ...       ...        ...   \n",
              "31648            0       0       0        0        0         0          0   \n",
              "31649            0       0       0        0        0         0          0   \n",
              "31650            0       0       0        0        0         0          0   \n",
              "31651            0       0       0        0        0         0          0   \n",
              "31652            0       0       0        0        0         0          0   \n",
              "\n",
              "       bonatti  bond  bonds  bone  bones  bonham  bonhoeffer  bonington  \\\n",
              "0            0     0      0     0      0       0           0          0   \n",
              "1            0     0      0     0      0       0           0          0   \n",
              "2            0     0      0     0      0       0           0          0   \n",
              "3            0     0      0     0      0       0           0          0   \n",
              "4            0     0      0     0      0       0           0          0   \n",
              "...        ...   ...    ...   ...    ...     ...         ...        ...   \n",
              "31648        0     0      0     0      0       0           0          0   \n",
              "31649        0     0      0     0      0       0           0          0   \n",
              "31650        0     0      0     0      0       0           0          0   \n",
              "31651        0     0      0     0      0       0           0          0   \n",
              "31652        0     0      0     0      0       0           0          0   \n",
              "\n",
              "       bonneville  bonsai  bonus  bonwire  boogie  book  bookbinding  booker  \\\n",
              "0               0       0      0        0       0     0            0       0   \n",
              "1               0       0      0        0       0     0            0       0   \n",
              "2               0       0      0        0       0     0            0       0   \n",
              "3               0       0      0        0       0     0            0       0   \n",
              "4               0       0      0        0       0     0            0       0   \n",
              "...           ...     ...    ...      ...     ...   ...          ...     ...   \n",
              "31648           0       0      0        0       0     0            0       0   \n",
              "31649           0       0      0        0       0     0            0       0   \n",
              "31650           0       0      0        0       0     0            0       0   \n",
              "31651           0       0      0        0       0     0            0       0   \n",
              "31652           0       0      0        0       0     0            0       0   \n",
              "\n",
              "       bookkeepers  bookmakers  bookmobiles  books  booksellers  bookselling  \\\n",
              "0                0           0            0      0            0            0   \n",
              "1                0           0            0      0            0            0   \n",
              "2                0           0            0      0            0            0   \n",
              "3                0           0            0      0            0            0   \n",
              "4                0           0            0      0            0            0   \n",
              "...            ...         ...          ...    ...          ...          ...   \n",
              "31648            0           0            0      0            0            0   \n",
              "31649            0           0            0      0            0            0   \n",
              "31650            0           0            0      0            0            0   \n",
              "31651            0           0            0      2            0            0   \n",
              "31652            0           0            0      0            0            0   \n",
              "\n",
              "       bookstores  boom  boone  boop  booth  boots  bop  borchardt  borden  \\\n",
              "0               0     0      0     0      0      0    0          0       0   \n",
              "1               0     0      0     0      0      0    0          0       0   \n",
              "2               0     0      0     0      0      0    0          0       0   \n",
              "3               0     0      0     0      0      0    0          0       0   \n",
              "4               0     0      0     0      0      0    0          0       0   \n",
              "...           ...   ...    ...   ...    ...    ...  ...        ...     ...   \n",
              "31648           0     0      0     0      0      0    0          0       0   \n",
              "31649           0     0      0     0      0      0    0          0       0   \n",
              "31650           0     0      0     0      0      0    0          0       0   \n",
              "31651           0     0      0     0      0      0    0          0       0   \n",
              "31652           0     0      0     0      0      0    0          0       0   \n",
              "\n",
              "       border  borderline  borders  boren  borgia  boris  born  borneo  \\\n",
              "0           0           0        0      0       0      0     0       0   \n",
              "1           0           0        0      0       0      0     0       0   \n",
              "2           0           0        0      0       0      0     0       0   \n",
              "3           0           0        0      0       0      0     0       0   \n",
              "4           0           0        0      0       0      0     0       0   \n",
              "...       ...         ...      ...    ...     ...    ...   ...     ...   \n",
              "31648       0           0        0      0       0      0     0       0   \n",
              "31649       0           0        0      0       0      0     0       0   \n",
              "31650       0           0        0      0       0      0     0       0   \n",
              "31651       0           0        0      0       0      0     0       0   \n",
              "31652       0           0        0      0       0      0     0       0   \n",
              "\n",
              "       borromini  borshay  bosch  bosnia  bosnian  bosons  boss  bossa  \\\n",
              "0              0        0      0       0        0       0     0      0   \n",
              "1              0        0      0       0        0       0     0      0   \n",
              "2              0        0      0       0        0       0     0      0   \n",
              "3              0        0      0       0        0       0     0      0   \n",
              "4              0        0      0       0        0       0     0      0   \n",
              "...          ...      ...    ...     ...      ...     ...   ...    ...   \n",
              "31648          0        0      0       0        0       0     0      0   \n",
              "31649          0        0      0       0        0       0     0      0   \n",
              "31650          0        0      0       0        0       0     0      0   \n",
              "31651          0        0      0       0        0       0     0      0   \n",
              "31652          0        0      0       0        0       0     0      0   \n",
              "\n",
              "       bossiness  boston  boswell  botanical  botanists  botany  botswana  \\\n",
              "0              0       0        0          0          0       0         0   \n",
              "1              0       0        0          0          0       0         0   \n",
              "2              0       0        0          0          0       0         0   \n",
              "3              0       0        0          0          0       0         0   \n",
              "4              0       0        0          0          0       0         0   \n",
              "...          ...     ...      ...        ...        ...     ...       ...   \n",
              "31648          0       0        0          0          0       0         0   \n",
              "31649          0       0        0          0          0       0         0   \n",
              "31650          0       0        0          0          0       0         0   \n",
              "31651          0       0        0          0          0       0         0   \n",
              "31652          0       0        0          0          0       0         0   \n",
              "\n",
              "       bottoms  boulder  boulevard  boull  boundaries  boundary  bounty  \\\n",
              "0            0        0          0      0           0         0       0   \n",
              "1            0        0          0      0           0         0       0   \n",
              "2            0        0          0      0           0         0       0   \n",
              "3            0        0          0      0           0         0       0   \n",
              "4            0        0          0      0           0         0       0   \n",
              "...        ...      ...        ...    ...         ...       ...     ...   \n",
              "31648        0        0          0      0           0         0       0   \n",
              "31649        0        0          0      0           0         0       0   \n",
              "31650        0        0          0      0           0         0       0   \n",
              "31651        0        0          0      0           0         0       0   \n",
              "31652        0        0          0      0           0         0       0   \n",
              "\n",
              "       bouquets  bourgeois  bourke  bovary  bovine  bowel  bowen  bowermaster  \\\n",
              "0             0          0       0       0       0      0      0            0   \n",
              "1             0          0       0       0       0      0      0            0   \n",
              "2             0          0       0       0       0      0      0            0   \n",
              "3             0          0       0       0       0      0      0            0   \n",
              "4             0          0       0       0       0      0      0            0   \n",
              "...         ...        ...     ...     ...     ...    ...    ...          ...   \n",
              "31648         0          0       0       0       0      0      0            0   \n",
              "31649         0          0       0       0       0      0      0            0   \n",
              "31650         0          0       0       0       0      0      0            0   \n",
              "31651         0          0       0       0       0      0      0            0   \n",
              "31652         0          0       0       0       0      0      0            0   \n",
              "\n",
              "       bowie  bowl  bowling  bows  box  boxcar  boxers  boxes  boxing  boy  \\\n",
              "0          0     0        0     0    0       0       0      0       0    0   \n",
              "1          0     0        0     0    0       0       0      0       0    0   \n",
              "2          0     0        0     0    0       0       0      0       0    0   \n",
              "3          0     0        0     0    0       0       0      0       0    0   \n",
              "4          0     0        0     0    0       0       0      0       0    0   \n",
              "...      ...   ...      ...   ...  ...     ...     ...    ...     ...  ...   \n",
              "31648      0     0        0     0    0       0       0      0       0    0   \n",
              "31649      0     0        0     0    0       0       0      0       0    0   \n",
              "31650      0     0        0     0    0       0       0      0       0    0   \n",
              "31651      0     0        0     0    0       0       0      0       0    0   \n",
              "31652      0     0        0     0    0       0       0      0       0    0   \n",
              "\n",
              "       boyer  boys  bracewell  brad  bradbury  bradford  bradley  brady  \\\n",
              "0          0     0          0     0         0         0        0      0   \n",
              "1          0     0          0     0         0         0        0      0   \n",
              "2          0     0          0     0         0         0        0      0   \n",
              "3          0     0          0     0         0         0        0      0   \n",
              "4          0     0          0     0         0         0        0      0   \n",
              "...      ...   ...        ...   ...       ...       ...      ...    ...   \n",
              "31648      0     0          0     0         0         0        0      0   \n",
              "31649      0     0          0     0         0         0        0      0   \n",
              "31650      0     0          0     0         0         0        0      0   \n",
              "31651      0     0          0     0         0         0        0      0   \n",
              "31652      0     0          0     0         0         0        0      0   \n",
              "\n",
              "       bragg  brahmaputra  braids  braille  brain  brainwashing  bram  \\\n",
              "0          0            0       0        0      0             0     0   \n",
              "1          0            0       0        0      0             0     0   \n",
              "2          0            0       0        0      0             0     0   \n",
              "3          0            0       0        0      0             0     0   \n",
              "4          0            0       0        0      0             0     0   \n",
              "...      ...          ...     ...      ...    ...           ...   ...   \n",
              "31648      0            0       0        0      0             0     0   \n",
              "31649      0            0       0        0      0             0     0   \n",
              "31650      0            0       0        0      0             0     0   \n",
              "31651      0            0       0        0      0             0     0   \n",
              "31652      0            0       0        0      0             0     0   \n",
              "\n",
              "       bramwell  branch  brand  branding  brando  brass  brasses  brassova  \\\n",
              "0             0       0      0         0       0      0        0         0   \n",
              "1             0       0      0         0       0      0        0         0   \n",
              "2             0       0      0         0       0      0        0         0   \n",
              "3             0       0      0         0       0      0        0         0   \n",
              "4             0       0      0         0       0      0        0         0   \n",
              "...         ...     ...    ...       ...     ...    ...      ...       ...   \n",
              "31648         0       0      0         0       0      0        0         0   \n",
              "31649         0       0      0         0       0      0        0         0   \n",
              "31650         0       0      0         0       0      0        0         0   \n",
              "31651         0       0      0         0       0      0        0         0   \n",
              "31652         0       0      0         0       0      0        0         0   \n",
              "\n",
              "       bratslav  braun  brave  bray  brazaitis  brazil  brazilian  brazilians  \\\n",
              "0             0      0      0     0          0       0          0           0   \n",
              "1             0      0      0     0          0       0          0           0   \n",
              "2             0      0      0     0          0       0          0           0   \n",
              "3             0      0      0     0          0       0          0           0   \n",
              "4             0      0      0     0          0       0          0           0   \n",
              "...         ...    ...    ...   ...        ...     ...        ...         ...   \n",
              "31648         0      0      0     0          0       0          0           0   \n",
              "31649         0      0      0     0          0       0          0           0   \n",
              "31650         0      0      0     0          0       0          0           0   \n",
              "31651         0      0      0     0          0       0          0           0   \n",
              "31652         0      0      0     0          0       0          0           0   \n",
              "\n",
              "       brazzaville  brea  bread  break  breakfast  breakfasts  breast  \\\n",
              "0                0     0      0      0          0           0       0   \n",
              "1                0     0      0      0          0           0       0   \n",
              "2                0     0      0      0          0           0       0   \n",
              "3                0     0      0      0          0           0       0   \n",
              "4                0     0      0      0          0           0       0   \n",
              "...            ...   ...    ...    ...        ...         ...     ...   \n",
              "31648            0     0      0      0          0           0       0   \n",
              "31649            0     0      0      0          0           0       0   \n",
              "31650            0     0      0      0          0           0       0   \n",
              "31651            0     0      0      0          0           0       0   \n",
              "31652            0     0      0      0          0           0       0   \n",
              "\n",
              "       breastfeeding  breath  breathing  breed  breeders  breeding  breeds  \\\n",
              "0                  0       0          0      0         0         0       0   \n",
              "1                  0       0          0      0         0         0       0   \n",
              "2                  0       0          0      0         0         0       0   \n",
              "3                  0       0          0      0         0         0       0   \n",
              "4                  0       0          0      0         0         0       0   \n",
              "...              ...     ...        ...    ...       ...       ...     ...   \n",
              "31648              0       0          0      0         0         0       0   \n",
              "31649              0       0          0      0         0         0       0   \n",
              "31650              0       0          0      0         0         0       0   \n",
              "31651              0       0          0      0         0         0       0   \n",
              "31652              0       0          0      0         0         0       0   \n",
              "\n",
              "       brel  brenan  brendan  brende  brenner  brent  brescia  bresson  \\\n",
              "0         0       0        0       0        0      0        0        0   \n",
              "1         0       0        0       0        0      0        0        0   \n",
              "2         0       0        0       0        0      0        0        0   \n",
              "3         0       0        0       0        0      0        0        0   \n",
              "4         0       0        0       0        0      0        0        0   \n",
              "...     ...     ...      ...     ...      ...    ...      ...      ...   \n",
              "31648     0       0        0       0        0      0        0        0   \n",
              "31649     0       0        0       0        0      0        0        0   \n",
              "31650     0       0        0       0        0      0        0        0   \n",
              "31651     0       0        0       0        0      0        0        0   \n",
              "31652     0       0        0       0        0      0        0        0   \n",
              "\n",
              "       breton  brett  brewing  brian  bribery  brices  bricklaying  bridal  \\\n",
              "0           0      0        0      0        0       0            0       0   \n",
              "1           0      0        0      0        0       0            0       0   \n",
              "2           0      0        0      0        0       0            0       0   \n",
              "3           0      0        0      0        0       0            0       0   \n",
              "4           0      0        0      0        0       0            0       0   \n",
              "...       ...    ...      ...    ...      ...     ...          ...     ...   \n",
              "31648       0      0        0      0        0       0            0       0   \n",
              "31649       0      0        0      0        0       0            0       0   \n",
              "31650       0      0        0      0        0       0            0       0   \n",
              "31651       0      0        0      0        0       0            0       0   \n",
              "31652       0      0        0      0        0       0            0       0   \n",
              "\n",
              "       brides  bridge  bridges  bridget  bridwell  brief  briefcases  brig  \\\n",
              "0           0       0        0        0         0      0           0     0   \n",
              "1           0       0        0        0         0      0           0     0   \n",
              "2           0       0        0        0         0      0           0     0   \n",
              "3           0       0        0        0         0      0           0     0   \n",
              "4           0       0        0        0         0      0           0     0   \n",
              "...       ...     ...      ...      ...       ...    ...         ...   ...   \n",
              "31648       0       0        0        0         0      0           0     0   \n",
              "31649       0       0        0        0         0      0           0     0   \n",
              "31650       0       0        0        0         0      0           0     0   \n",
              "31651       0       0        0        0         0      0           0     0   \n",
              "31652       0       0        0        0         0      0           0     0   \n",
              "\n",
              "       brigade  brigands  briggs  brights  bristow  britain  britannica  \\\n",
              "0            0         0       0        0        0        0           0   \n",
              "1            0         0       0        0        0        0           0   \n",
              "2            0         0       0        0        0        0           0   \n",
              "3            0         0       0        0        0        0           0   \n",
              "4            0         0       0        0        0        0           0   \n",
              "...        ...       ...     ...      ...      ...      ...         ...   \n",
              "31648        0         0       0        0        0        0           0   \n",
              "31649        0         0       0        0        0        0           0   \n",
              "31650        0         0       0        0        0        0           0   \n",
              "31651        0         0       0        0        0        0           0   \n",
              "31652        0         0       0        0        0        0           0   \n",
              "\n",
              "       britanny  british  britney  britons  britt  brittany  broadcast  \\\n",
              "0             0        0        0        0      0         0          0   \n",
              "1             0        0        0        0      0         0          0   \n",
              "2             0        0        0        0      0         0          0   \n",
              "3             0        0        0        0      0         0          0   \n",
              "4             0        0        0        0      0         0          0   \n",
              "...         ...      ...      ...      ...    ...       ...        ...   \n",
              "31648         0        0        0        0      0         0          0   \n",
              "31649         0        0        0        0      0         0          0   \n",
              "31650         0        0        0        0      0         0          0   \n",
              "31651         0        0        0        0      0         0          0   \n",
              "31652         0        0        0        0      0         0          0   \n",
              "\n",
              "       broadcasters  broadcasting  broadsides  broadway  brocade  brockovich  \\\n",
              "0                 0             0           0         0        0           0   \n",
              "1                 0             0           0         0        0           0   \n",
              "2                 0             0           0         0        0           0   \n",
              "3                 0             0           0         0        0           0   \n",
              "4                 0             0           0         0        0           0   \n",
              "...             ...           ...         ...       ...      ...         ...   \n",
              "31648             0             0           0         0        0           0   \n",
              "31649             0             0           0         0        0           0   \n",
              "31650             0             0           0         0        0           0   \n",
              "31651             0             0           0         0        0           0   \n",
              "31652             0             0           0         0        0           0   \n",
              "\n",
              "       brodie  brodsky  broken  brokerage  brokken  brompton  bronco  bronx  \\\n",
              "0           0        0       0          0        0         0       0      0   \n",
              "1           0        0       0          0        0         0       0      0   \n",
              "2           0        0       0          0        0         0       0      0   \n",
              "3           0        0       0          0        0         0       0      0   \n",
              "4           0        0       0          0        0         0       0      0   \n",
              "...       ...      ...     ...        ...      ...       ...     ...    ...   \n",
              "31648       0        0       0          0        0         0       0      0   \n",
              "31649       0        0       0          0        0         0       0      0   \n",
              "31650       0        0       0          0        0         0       0      0   \n",
              "31651       0        0       0          0        0         0       0      0   \n",
              "31652       0        0       0          0        0         0       0      0   \n",
              "\n",
              "       bronze  bronzing  bronzino  brooke  brookfield  brooklyn  brooks  bros  \\\n",
              "0           0         0         0       0           0         0       0     0   \n",
              "1           0         0         0       0           0         0       0     0   \n",
              "2           0         0         0       0           0         0       0     0   \n",
              "3           0         0         0       0           0         0       0     0   \n",
              "4           0         0         0       0           0         0       0     0   \n",
              "...       ...       ...       ...     ...         ...       ...     ...   ...   \n",
              "31648       0         0         0       0           0         0       0     0   \n",
              "31649       0         0         0       0           0         0       0     0   \n",
              "31650       0         0         0       0           0         0       0     0   \n",
              "31651       0         0         0       0           0         0       0     0   \n",
              "31652       0         0         0       0           0         0       0     0   \n",
              "\n",
              "       brother  brotherliness  brothers  brown  browne  brownell  browning  \\\n",
              "0            0              0         0      0       0         0         0   \n",
              "1            0              0         0      0       0         0         0   \n",
              "2            0              0         0      0       0         0         0   \n",
              "3            0              0         0      0       0         0         0   \n",
              "4            0              0         0      0       0         0         0   \n",
              "...        ...            ...       ...    ...     ...       ...       ...   \n",
              "31648        0              0         0      0       0         0         0   \n",
              "31649        0              0         0      0       0         0         0   \n",
              "31650        0              0         0      0       0         0         0   \n",
              "31651        0              0         0      0       0         0         0   \n",
              "31652        0              0         0      0       0         0         0   \n",
              "\n",
              "       browns  broyard  brubeck  bruce  bruegel  bruges  brulican  brunei  \\\n",
              "0           0        0        0      0        0       0         0       0   \n",
              "1           0        0        0      0        0       0         0       0   \n",
              "2           0        0        0      0        0       0         0       0   \n",
              "3           0        0        0      0        0       0         0       0   \n",
              "4           0        0        0      0        0       0         0       0   \n",
              "...       ...      ...      ...    ...      ...     ...       ...     ...   \n",
              "31648       0        0        0      0        0       0         0       0   \n",
              "31649       0        0        0      0        0       0         0       0   \n",
              "31650       0        0        0      0        0       0         0       0   \n",
              "31651       0        0        0      0        0       0         0       0   \n",
              "31652       0        0        0      0        0       0         0       0   \n",
              "\n",
              "       brunelleschi  brunetti  bruno  brunswick  brussels  bryan  bryant  \\\n",
              "0                 0         0      0          0         0      0       0   \n",
              "1                 0         0      0          0         0      0       0   \n",
              "2                 0         0      0          0         0      0       0   \n",
              "3                 0         0      0          0         0      0       0   \n",
              "4                 0         0      0          0         0      0       0   \n",
              "...             ...       ...    ...        ...       ...    ...     ...   \n",
              "31648             0         0      0          0         0      0       0   \n",
              "31649             0         0      0          0         0      0       0   \n",
              "31650             0         0      0          0         0      0       0   \n",
              "31651             0         0      0          0         0      0       0   \n",
              "31652             0         0      0          0         0      0       0   \n",
              "\n",
              "       bryce  bryophytes  bryson  bstan  bu  bubble  bubbles  bucca  buchanan  \\\n",
              "0          0           0       0      0   0       0        0      0         0   \n",
              "1          0           0       0      0   0       0        0      0         0   \n",
              "2          0           0       0      0   0       0        0      0         0   \n",
              "3          0           0       0      0   0       0        0      0         0   \n",
              "4          0           0       0      0   0       0        0      0         0   \n",
              "...      ...         ...     ...    ...  ..     ...      ...    ...       ...   \n",
              "31648      0           0       0      0   0       0        0      0         0   \n",
              "31649      0           0       0      0   0       0        0      0         0   \n",
              "31650      0           0       0      0   0       0        0      0         0   \n",
              "31651      0           0       0      0   0       0        0      0         0   \n",
              "31652      0           0       0      0   0       0        0      0         0   \n",
              "\n",
              "       buck  bucket  buckinghamshire  bud  budapest  buddha  buddhism  \\\n",
              "0         0       0                0    0         0       0         0   \n",
              "1         0       0                0    0         0       0         0   \n",
              "2         0       0                0    0         0       0         0   \n",
              "3         0       0                0    0         0       0         0   \n",
              "4         0       0                0    0         0       0         0   \n",
              "...     ...     ...              ...  ...       ...     ...       ...   \n",
              "31648     0       0                0    0         0       0         0   \n",
              "31649     0       0                0    0         0       0         0   \n",
              "31650     0       0                0    0         0       0         0   \n",
              "31651     0       0                0    0         0       0         0   \n",
              "31652     0       0                0    0         0       0         0   \n",
              "\n",
              "       buddhist  buddhists  buddy  budget  budgets  buechner  buenos  buffalo  \\\n",
              "0             0          0      0       0        0         0       0        0   \n",
              "1             0          0      0       0        0         0       0        0   \n",
              "2             0          0      0       0        0         0       0        0   \n",
              "3             0          0      0       0        0         0       0        0   \n",
              "4             0          0      0       0        0         0       0        0   \n",
              "...         ...        ...    ...     ...      ...       ...     ...      ...   \n",
              "31648         0          0      0       0        0         0       0        0   \n",
              "31649         0          0      0       0        0         0       0        0   \n",
              "31650         0          0      0       0        0         0       0        0   \n",
              "31651         0          0      0       0        0         0       0        0   \n",
              "31652         0          0      0       0        0         0       0        0   \n",
              "\n",
              "       buffets  buffett  buffy  bugs  bugsy  buick  builder  builders  \\\n",
              "0            0        0      0     0      0      0        0         0   \n",
              "1            0        0      0     0      0      0        0         0   \n",
              "2            0        0      0     0      0      0        0         0   \n",
              "3            0        0      0     0      0      0        0         0   \n",
              "4            0        0      0     0      0      0        0         0   \n",
              "...        ...      ...    ...   ...    ...    ...      ...       ...   \n",
              "31648        0        0      0     0      0      0        0         0   \n",
              "31649        0        0      0     0      0      0        0         0   \n",
              "31650        0        0      0     0      0      0        0         0   \n",
              "31651        0        0      0     0      0      0        0         0   \n",
              "31652        0        0      0     0      0      0        0         0   \n",
              "\n",
              "       building  buildings  built  bukhoro  bukowski  bulbs  bulgaria  \\\n",
              "0             0          0      0        0         0      0         0   \n",
              "1             0          0      0        0         0      0         0   \n",
              "2             0          0      0        0         0      0         0   \n",
              "3             0          0      0        0         0      0         0   \n",
              "4             0          0      0        0         0      0         0   \n",
              "...         ...        ...    ...      ...       ...    ...       ...   \n",
              "31648         0          0      0        0         0      0         0   \n",
              "31649         0          0      0        0         0      0         0   \n",
              "31650         0          0      0        0         0      0         0   \n",
              "31651         0          0      0        0         0      0         0   \n",
              "31652         0          0      0        0         0      0         0   \n",
              "\n",
              "       bulimia  bull  bullfighters  bullfights  bullies  bullitt  bulls  \\\n",
              "0            0     0             0           0        0        0      0   \n",
              "1            0     0             0           0        0        0      0   \n",
              "2            0     0             0           0        0        0      0   \n",
              "3            0     0             0           0        0        0      0   \n",
              "4            0     0             0           0        0        0      0   \n",
              "...        ...   ...           ...         ...      ...      ...    ...   \n",
              "31648        0     0             0           0        0        0      0   \n",
              "31649        0     0             0           0        0        0      0   \n",
              "31650        0     0             0           0        0        0      0   \n",
              "31651        0     0             0           0        0        0      0   \n",
              "31652        0     0             0           0        0        0      0   \n",
              "\n",
              "       bullwinkle  bullying  bumppo  bundy  bungalows  bunin  bunker  bunny  \\\n",
              "0               0         0       0      0          0      0       0      0   \n",
              "1               0         0       0      0          0      0       0      0   \n",
              "2               0         0       0      0          0      0       0      0   \n",
              "3               0         0       0      0          0      0       0      0   \n",
              "4               0         0       0      0          0      0       0      0   \n",
              "...           ...       ...     ...    ...        ...    ...     ...    ...   \n",
              "31648           0         0       0      0          0      0       0      0   \n",
              "31649           0         0       0      0          0      0       0      0   \n",
              "31650           0         0       0      0          0      0       0      0   \n",
              "31651           0         0       0      0          0      0       0      0   \n",
              "31652           0         0       0      0          0      0       0      0   \n",
              "\n",
              "       bunun  bunyan  buonarroti  buono  buoyant  burana  burdett  bureau  \\\n",
              "0          0       0           0      0        0       0        0       0   \n",
              "1          0       0           0      0        0       0        0       0   \n",
              "2          0       0           0      0        0       0        0       0   \n",
              "3          0       0           0      0        0       0        0       0   \n",
              "4          0       0           0      0        0       0        0       0   \n",
              "...      ...     ...         ...    ...      ...     ...      ...     ...   \n",
              "31648      0       0           0      0        0       0        0       0   \n",
              "31649      0       0           0      0        0       0        0       0   \n",
              "31650      0       0           0      0        0       0        0       0   \n",
              "31651      0       0           0      0        0       0        0       0   \n",
              "31652      0       0           0      0        0       0        0       0   \n",
              "\n",
              "       bureaucracy  bureaus  burghardt  burghley  burglary  burgundy  burial  \\\n",
              "0                0        0          0         0         0         0       0   \n",
              "1                0        0          0         0         0         0       0   \n",
              "2                0        0          0         0         0         0       0   \n",
              "3                0        0          0         0         0         0       0   \n",
              "4                0        0          0         0         0         0       0   \n",
              "...            ...      ...        ...       ...       ...       ...     ...   \n",
              "31648            0        0          0         0         0         0       0   \n",
              "31649            0        0          0         0         0         0       0   \n",
              "31650            0        0          0         0         0         0       0   \n",
              "31651            0        0          0         0         0         0       0   \n",
              "31652            0        0          0         0         0         0       0   \n",
              "\n",
              "       buried  burke  burkina  burma  burne  burnett  burning  burns  burr  \\\n",
              "0           0      0        0      0      0        0        0      0     0   \n",
              "1           0      0        0      0      0        0        0      0     0   \n",
              "2           0      0        0      0      0        0        0      0     0   \n",
              "3           0      0        0      0      0        0        0      0     0   \n",
              "4           0      0        0      0      0        0        0      0     0   \n",
              "...       ...    ...      ...    ...    ...      ...      ...    ...   ...   \n",
              "31648       0      0        0      0      0        0        0      0     0   \n",
              "31649       0      0        0      0      0        0        0      0     0   \n",
              "31650       0      0        0      0      0        0        0      0     0   \n",
              "31651       0      0        0      0      0        0        0      0     0   \n",
              "31652       0      0        0      0      0        0        0      0     0   \n",
              "\n",
              "       burroughs  burroway  burrowing  burt  burton  bus  buscarsela  buses  \\\n",
              "0              0         0          0     0       0    0           0      0   \n",
              "1              0         0          0     0       0    0           0      0   \n",
              "2              0         0          0     0       0    0           0      0   \n",
              "3              0         0          0     0       0    0           0      0   \n",
              "4              0         0          0     0       0    0           0      0   \n",
              "...          ...       ...        ...   ...     ...  ...         ...    ...   \n",
              "31648          0         0          0     0       0    0           0      0   \n",
              "31649          0         0          0     0       0    0           0      0   \n",
              "31650          0         0          0     0       0    0           0      0   \n",
              "31651          0         0          0     0       0    0           0      0   \n",
              "31652          0         0          0     0       0    0           0      0   \n",
              "\n",
              "       bush  bushwick  business  businesses  businessmen  businesspeople  \\\n",
              "0         0         0         0           0            0               0   \n",
              "1         0         0         0           0            0               0   \n",
              "2         0         0         0           0            0               0   \n",
              "3         0         0         0           0            0               0   \n",
              "4         0         0         0           0            0               0   \n",
              "...     ...       ...       ...         ...          ...             ...   \n",
              "31648     0         0         0           0            0               0   \n",
              "31649     0         0         0           0            0               0   \n",
              "31650     0         0         0           0            0               0   \n",
              "31651     0         0         0           0            0               0   \n",
              "31652     0         0         0           0            0               0   \n",
              "\n",
              "       businesswomen  buster  butch  butchers  butkus  butler  butlers  butt  \\\n",
              "0                  0       0      0         0       0       0        0     0   \n",
              "1                  0       0      0         0       0       0        0     0   \n",
              "2                  0       0      0         0       0       0        0     0   \n",
              "3                  0       0      0         0       0       0        0     0   \n",
              "4                  0       0      0         0       0       0        0     0   \n",
              "...              ...     ...    ...       ...     ...     ...      ...   ...   \n",
              "31648              0       0      0         0       0       0        0     0   \n",
              "31649              0       0      0         0       0       0        0     0   \n",
              "31650              0       0      0         0       0       0        0     0   \n",
              "31651              0       0      0         0       0       0        0     0   \n",
              "31652              0       0      0         0       0       0        0     0   \n",
              "\n",
              "       butte  butterflies  butterfly  buttocks  button  buttons  buxton  \\\n",
              "0          0            0          0         0       0        0       0   \n",
              "1          0            0          0         0       0        0       0   \n",
              "2          0            0          0         0       0        0       0   \n",
              "3          0            0          0         0       0        0       0   \n",
              "4          0            0          0         0       0        0       0   \n",
              "...      ...          ...        ...       ...     ...      ...     ...   \n",
              "31648      0            0          0         0       0        0       0   \n",
              "31649      0            0          0         0       0        0       0   \n",
              "31650      0            0          0         0       0        0       0   \n",
              "31651      0            0          0         0       0        0       0   \n",
              "31652      0            0          0         0       0        0       0   \n",
              "\n",
              "       buying  byrd  byrne  bysshe  bystrom  bywaters  byways  byzantine  c  \\\n",
              "0           0     0      0       0        0         0       0          0  0   \n",
              "1           0     0      0       0        0         0       0          0  0   \n",
              "2           0     0      0       0        0         0       0          0  0   \n",
              "3           0     0      0       0        0         0       0          0  0   \n",
              "4           0     0      0       0        0         0       0          0  0   \n",
              "...       ...   ...    ...     ...      ...       ...     ...        ... ..   \n",
              "31648       0     0      0       0        0         0       0          0  0   \n",
              "31649       0     0      0       0        0         0       0          0  0   \n",
              "31650       0     0      0       0        0         0       0          0  0   \n",
              "31651       0     0      0       0        0         0       0          0  0   \n",
              "31652       0     0      0       0        0         0       0          0  0   \n",
              "\n",
              "       ca  cabala  cabarets  cabeza  cabinet  cabinetmakers  cabinetwork  \\\n",
              "0       0       0         0       0        0              0            0   \n",
              "1       0       0         0       0        0              0            0   \n",
              "2       0       0         0       0        0              0            0   \n",
              "3       0       0         0       0        0              0            0   \n",
              "4       0       0         0       0        0              0            0   \n",
              "...    ..     ...       ...     ...      ...            ...          ...   \n",
              "31648   0       0         0       0        0              0            0   \n",
              "31649   0       0         0       0        0              0            0   \n",
              "31650   0       0         0       0        0              0            0   \n",
              "31651   0       0         0       0        0              0            0   \n",
              "31652   0       0         0       0        0              0            0   \n",
              "\n",
              "       cabins  cable  cabo  cabooses  cabrillo  cabrini  cacao  cactus  \\\n",
              "0           0      0     0         0         0        0      0       0   \n",
              "1           0      0     0         0         0        0      0       0   \n",
              "2           0      0     0         0         0        0      0       0   \n",
              "3           0      0     0         0         0        0      0       0   \n",
              "4           0      0     0         0         0        0      0       0   \n",
              "...       ...    ...   ...       ...       ...      ...    ...     ...   \n",
              "31648       0      0     0         0         0        0      0       0   \n",
              "31649       0      0     0         0         0        0      0       0   \n",
              "31650       0      0     0         0         0        0      0       0   \n",
              "31651       0      0     0         0         0        0      0       0   \n",
              "31652       0      0     0         0         0        0      0       0   \n",
              "\n",
              "       caddies  caddying  cadfael  cadmus  cadwallader  cady  caecilius  \\\n",
              "0            0         0        0       0            0     0          0   \n",
              "1            0         0        0       0            0     0          0   \n",
              "2            0         0        0       0            0     0          0   \n",
              "3            0         0        0       0            0     0          0   \n",
              "4            0         0        0       0            0     0          0   \n",
              "...        ...       ...      ...     ...          ...   ...        ...   \n",
              "31648        0         0        0       0            0     0          0   \n",
              "31649        0         0        0       0            0     0          0   \n",
              "31650        0         0        0       0            0     0          0   \n",
              "31651        0         0        0       0            0     0          0   \n",
              "31652        0         0        0       0            0     0          0   \n",
              "\n",
              "       caelestium  caesar  caetano  caf  caffeine  cage  cahill  caillebotte  \\\n",
              "0               0       0        0    0         0     0       0            0   \n",
              "1               0       0        0    0         0     0       0            0   \n",
              "2               0       0        0    0         0     0       0            0   \n",
              "3               0       0        0    0         0     0       0            0   \n",
              "4               0       0        0    0         0     0       0            0   \n",
              "...           ...     ...      ...  ...       ...   ...     ...          ...   \n",
              "31648           0       0        0    0         0     0       0            0   \n",
              "31649           0       0        0    0         0     0       0            0   \n",
              "31650           0       0        0    0         0     0       0            0   \n",
              "31651           0       0        0    0         0     0       0            0   \n",
              "31652           0       0        0    0         0     0       0            0   \n",
              "\n",
              "       caillou  cain  caine  cairo  cajun  cajuns  cake  cakes  cal  calculus  \\\n",
              "0            0     0      0      0      0       0     0      0    0         0   \n",
              "1            0     0      0      0      0       0     0      0    0         0   \n",
              "2            0     0      0      0      0       0     0      0    0         0   \n",
              "3            0     0      0      0      0       0     0      0    0         0   \n",
              "4            0     0      0      0      0       0     0      0    0         0   \n",
              "...        ...   ...    ...    ...    ...     ...   ...    ...  ...       ...   \n",
              "31648        0     0      0      0      0       0     0      0    0         0   \n",
              "31649        0     0      0      0      0       0     0      0    0         0   \n",
              "31650        0     0      0      0      0       0     0      0    0         0   \n",
              "31651        0     0      0      0      0       0     0      0    0         0   \n",
              "31652        0     0      0      0      0       0     0      0    0         0   \n",
              "\n",
              "       calcutta  caldecott  calder  caldwell  caledonia  calendar  \\\n",
              "0             0          0       0         0          0         0   \n",
              "1             0          0       0         0          0         0   \n",
              "2             0          0       0         0          0         0   \n",
              "3             0          0       0         0          0         0   \n",
              "4             0          0       0         0          0         0   \n",
              "...         ...        ...     ...       ...        ...       ...   \n",
              "31648         0          0       0         0          0         0   \n",
              "31649         0          0       0         0          0         0   \n",
              "31650         0          0       0         0          0         0   \n",
              "31651         0          0       0         0          0         0   \n",
              "31652         0          0       0         0          0         0   \n",
              "\n",
              "       calendarios  calendars  calgary  calhoun  calif  california  calisher  \\\n",
              "0                0          0        0        0      0           0         0   \n",
              "1                0          0        0        0      0           0         0   \n",
              "2                0          0        0        0      0           0         0   \n",
              "3                0          0        0        0      0           0         0   \n",
              "4                0          0        0        0      0           0         0   \n",
              "...            ...        ...      ...      ...    ...         ...       ...   \n",
              "31648            0          0        0        0      0           3         0   \n",
              "31649            0          0        0        0      0           0         0   \n",
              "31650            0          0        0        0      0           0         0   \n",
              "31651            0          0        0        0      0           0         0   \n",
              "31652            0          0        0        0      0           0         0   \n",
              "\n",
              "       callahan  callas  callender  callicott  calligraphers  calligraphy  \\\n",
              "0             0       0          0          0              0            0   \n",
              "1             0       0          0          0              0            0   \n",
              "2             0       0          0          0              0            0   \n",
              "3             0       0          0          0              0            0   \n",
              "4             0       0          0          0              0            0   \n",
              "...         ...     ...        ...        ...            ...          ...   \n",
              "31648         0       0          0          0              0            0   \n",
              "31649         0       0          0          0              0            0   \n",
              "31650         0       0          0          0              0            0   \n",
              "31651         0       0          0          0              0            0   \n",
              "31652         0       0          0          0              0            0   \n",
              "\n",
              "       calliope  calliopes  calorie  calverley  calvin  calypso  cam  \\\n",
              "0             0          0        0          0       0        0    0   \n",
              "1             0          0        0          0       0        0    0   \n",
              "2             0          0        0          0       0        0    0   \n",
              "3             0          0        0          0       0        0    0   \n",
              "4             0          0        0          0       0        0    0   \n",
              "...         ...        ...      ...        ...     ...      ...  ...   \n",
              "31648         0          0        0          0       0        0    0   \n",
              "31649         0          0        0          0       0        0    0   \n",
              "31650         0          0        0          0       0        0    0   \n",
              "31651         0          0        0          0       0        0    0   \n",
              "31652         0          0        0          0       0        0    0   \n",
              "\n",
              "       cambodia  cambodian  cambridge  cambridgeshire  camden  camel  camelot  \\\n",
              "0             0          0          0               0       0      0        0   \n",
              "1             0          0          0               0       0      0        0   \n",
              "2             0          0          0               0       0      0        0   \n",
              "3             0          0          0               0       0      0        0   \n",
              "4             0          0          0               0       0      0        0   \n",
              "...         ...        ...        ...             ...     ...    ...      ...   \n",
              "31648         0          0          0               0       0      0        0   \n",
              "31649         0          0          0               0       0      0        0   \n",
              "31650         0          0          0               0       0      0        0   \n",
              "31651         0          0          0               0       0      0        0   \n",
              "31652         0          0          0               0       0      0        0   \n",
              "\n",
              "       camels  camera  cameras  cameron  cameroon  camille  camouflage  camp  \\\n",
              "0           0       0        0        0         0        0           0     0   \n",
              "1           0       0        0        0         0        0           0     0   \n",
              "2           0       0        0        0         0        0           0     0   \n",
              "3           0       0        0        0         0        0           0     0   \n",
              "4           0       0        0        0         0        0           0     0   \n",
              "...       ...     ...      ...      ...       ...      ...         ...   ...   \n",
              "31648       0       0        0        0         0        0           0     1   \n",
              "31649       0       0        0        0         0        0           0     0   \n",
              "31650       0       0        0        0         0        0           0     0   \n",
              "31651       0       0        0        0         0        0           0     0   \n",
              "31652       0       0        0        0         0        0           0     0   \n",
              "\n",
              "       campaign  campaigns  campbell  camping  campion  camps  camry  camus  \\\n",
              "0             0          0         0        0        0      0      0      0   \n",
              "1             0          0         0        0        0      0      0      0   \n",
              "2             0          0         0        0        0      0      0      0   \n",
              "3             0          0         0        0        0      0      0      0   \n",
              "4             0          0         0        0        0      0      0      0   \n",
              "...         ...        ...       ...      ...      ...    ...    ...    ...   \n",
              "31648         0          0         0        1        0      0      0      0   \n",
              "31649         0          0         0        0        0      0      0      0   \n",
              "31650         0          0         0        0        0      0      0      0   \n",
              "31651         0          0         0        0        0      0      0      0   \n",
              "31652         0          0         0        0        0      0      0      0   \n",
              "\n",
              "       canada  canadian  canadians  canal  canc  cancer  canciones  candidate  \\\n",
              "0           0         0          0      0     0       0          0          0   \n",
              "1           0         0          0      0     0       0          0          0   \n",
              "2           0         0          0      0     0       0          0          0   \n",
              "3           0         0          0      0     0       0          0          0   \n",
              "4           0         0          0      0     0       0          0          0   \n",
              "...       ...       ...        ...    ...   ...     ...        ...        ...   \n",
              "31648       0         0          0      0     0       0          0          0   \n",
              "31649       0         0          0      0     0       0          0          0   \n",
              "31650       0         0          0      0     0       0          0          0   \n",
              "31651       0         0          0      0     0       0          0          0   \n",
              "31652       0         0          0      0     0       0          0          0   \n",
              "\n",
              "       candidates  candidiasis  candlemaking  candles  candy  cane  canidae  \\\n",
              "0               0            0             0        0      0     0        0   \n",
              "1               0            0             0        0      0     0        0   \n",
              "2               0            0             0        0      0     0        0   \n",
              "3               0            0             0        0      0     0        0   \n",
              "4               0            0             0        0      0     0        0   \n",
              "...           ...          ...           ...      ...    ...   ...      ...   \n",
              "31648           0            0             0        0      0     0        0   \n",
              "31649           0            0             0        0      0     0        0   \n",
              "31650           0            0             0        0      0     0        0   \n",
              "31651           0            0             0        0      0     0        0   \n",
              "31652           0            0             0        0      0     0        0   \n",
              "\n",
              "       canis  canmore  cannabis  cannery  cannibalism  canning  canoe  \\\n",
              "0          0        0         0        0            0        0      0   \n",
              "1          0        0         0        0            0        0      0   \n",
              "2          0        0         0        0            0        0      0   \n",
              "3          0        0         0        0            0        0      0   \n",
              "4          0        0         0        0            0        0      0   \n",
              "...      ...      ...       ...      ...          ...      ...    ...   \n",
              "31648      0        0         0        0            0        0      0   \n",
              "31649      0        0         0        0            0        0      0   \n",
              "31650      0        0         0        0            0        0      0   \n",
              "31651      0        0         0        0            0        0      0   \n",
              "31652      0        0         0        0            0        0      0   \n",
              "\n",
              "       canoeing  canoes  canon  canons  canopy  cantatas  canterbury  canton  \\\n",
              "0             0       0      0       0       0         0           0       0   \n",
              "1             0       0      0       0       0         0           0       0   \n",
              "2             0       0      0       0       0         0           0       0   \n",
              "3             0       0      0       0       0         0           0       0   \n",
              "4             0       0      0       0       0         0           0       0   \n",
              "...         ...     ...    ...     ...     ...       ...         ...     ...   \n",
              "31648         0       0      0       0       0         0           0       0   \n",
              "31649         0       0      0       0       0         0           0       0   \n",
              "31650         0       0      0       0       0         0           0       0   \n",
              "31651         0       0      0       0       0         0           0       0   \n",
              "31652         0       0      0       0       0         0           0       0   \n",
              "\n",
              "       cantonese  cantos  canvas  canyon  canyonlands  canyons  cao  capano  \\\n",
              "0              0       0       0       0            0        0    0       0   \n",
              "1              0       0       0       0            0        0    0       0   \n",
              "2              0       0       0       0            0        0    0       0   \n",
              "3              0       0       0       0            0        0    0       0   \n",
              "4              0       0       0       0            0        0    0       0   \n",
              "...          ...     ...     ...     ...          ...      ...  ...     ...   \n",
              "31648          0       0       0       0            0        0    0       0   \n",
              "31649          0       0       0       0            0        0    0       0   \n",
              "31650          0       0       0       0            0        0    0       0   \n",
              "31651          0       0       0       0            0        0    0       0   \n",
              "31652          0       0       0       0            0        0    0       0   \n",
              "\n",
              "       cape  capital  capitalism  capitalists  capitol  capone  cappacoccia  \\\n",
              "0         0        0           0            0        0       0            0   \n",
              "1         0        0           0            0        0       0            0   \n",
              "2         0        0           0            0        0       0            0   \n",
              "3         0        0           0            0        0       0            0   \n",
              "4         0        0           0            0        0       0            0   \n",
              "...     ...      ...         ...          ...      ...     ...          ...   \n",
              "31648     0        0           0            0        0       0            0   \n",
              "31649     0        0           0            0        0       0            0   \n",
              "31650     0        0           0            0        0       0            0   \n",
              "31651     0        0           0            0        0       0            0   \n",
              "31652     0        0           0            0        0       0            0   \n",
              "\n",
              "       cappella  capri  caps  capsules  captain  captains  captioned  captive  \\\n",
              "0             0      0     0         0        0         0          0        0   \n",
              "1             0      0     0         0        0         0          0        0   \n",
              "2             0      0     0         0        0         0          0        0   \n",
              "3             0      0     0         0        0         0          0        0   \n",
              "4             0      0     0         0        0         0          0        0   \n",
              "...         ...    ...   ...       ...      ...       ...        ...      ...   \n",
              "31648         0      0     0         0        0         0          0        0   \n",
              "31649         0      0     0         0        0         0          0        0   \n",
              "31650         0      0     0         0        0         0          0        0   \n",
              "31651         0      0     0         0        0         0          0        0   \n",
              "31652         0      0     0         0        0         0          0        0   \n",
              "\n",
              "       captivities  captivity  capuchins  car  caravans  carbohydrate  \\\n",
              "0                0          0          0    0         0             0   \n",
              "1                0          0          0    0         0             0   \n",
              "2                0          0          0    0         0             0   \n",
              "3                0          0          0    0         0             0   \n",
              "4                0          0          0    0         0             0   \n",
              "...            ...        ...        ...  ...       ...           ...   \n",
              "31648            0          0          0    0         0             0   \n",
              "31649            0          0          0    0         0             0   \n",
              "31650            0          0          0    0         0             0   \n",
              "31651            0          0          0    0         0             0   \n",
              "31652            0          0          0    0         0             0   \n",
              "\n",
              "       carbohydrates  carbonated  carburetors  carcassonne  card  cardinals  \\\n",
              "0                  0           0            0            0     0          0   \n",
              "1                  0           0            0            0     0          0   \n",
              "2                  0           0            0            0     0          0   \n",
              "3                  0           0            0            0     0          0   \n",
              "4                  0           0            0            0     0          0   \n",
              "...              ...         ...          ...          ...   ...        ...   \n",
              "31648              0           0            0            0     0          0   \n",
              "31649              0           0            0            0     0          0   \n",
              "31650              0           0            0            0     0          0   \n",
              "31651              0           0            0            0     0          0   \n",
              "31652              0           0            0            0     0          0   \n",
              "\n",
              "       cardiovascular  cards  cardsharping  care  career  caregivers  carella  \\\n",
              "0                   0      0             0     0       0           0        0   \n",
              "1                   0      0             0     0       0           0        0   \n",
              "2                   0      0             0     0       0           0        0   \n",
              "3                   0      0             0     0       0           0        0   \n",
              "4                   0      0             0     0       0           0        0   \n",
              "...               ...    ...           ...   ...     ...         ...      ...   \n",
              "31648               0      0             0     0       0           0        0   \n",
              "31649               0      0             0     0       0           0        0   \n",
              "31650               0      0             0     0       0           0        0   \n",
              "31651               0      0             0     0       0           0        0   \n",
              "31652               0      0             0     0       0           0        0   \n",
              "\n",
              "       carew  carey  cargo  caribbean  caribou  caricatures  caries  caring  \\\n",
              "0          0      0      0          0        0            0       0       0   \n",
              "1          0      0      0          0        0            0       0       0   \n",
              "2          0      0      0          0        0            0       0       0   \n",
              "3          0      0      0          0        0            0       0       0   \n",
              "4          0      0      0          0        0            0       0       0   \n",
              "...      ...    ...    ...        ...      ...          ...     ...     ...   \n",
              "31648      0      0      0          0        0            0       0       0   \n",
              "31649      0      0      0          0        0            0       0       0   \n",
              "31650      0      0      0          0        0            0       0       0   \n",
              "31651      0      0      0          0        0            0       0       0   \n",
              "31652      0      0      0          0        0            0       0       0   \n",
              "\n",
              "       carl  carlin  carlos  carlotta  carlson  carlyle  carmel  carmelite  \\\n",
              "0         0       0       0         0        0        0       0          0   \n",
              "1         0       0       0         0        0        0       0          0   \n",
              "2         0       0       0         0        0        0       0          0   \n",
              "3         0       0       0         0        0        0       0          0   \n",
              "4         0       0       0         0        0        0       0          0   \n",
              "...     ...     ...     ...       ...      ...      ...     ...        ...   \n",
              "31648     0       0       0         0        0        0       0          0   \n",
              "31649     0       0       0         0        0        0       0          0   \n",
              "31650     0       0       0         0        0        0       0          0   \n",
              "31651     0       0       0         0        0        0       0          0   \n",
              "31652     0       0       0         0        0        0       0          0   \n",
              "\n",
              "       carmen  carmina  carnatic  carnival  carnivals  carnivorous  carol  \\\n",
              "0           0        0         0         0          0            0      0   \n",
              "1           0        0         0         0          0            0      0   \n",
              "2           0        0         0         0          0            0      0   \n",
              "3           0        0         0         0          0            0      0   \n",
              "4           0        0         0         0          0            0      0   \n",
              "...       ...      ...       ...       ...        ...          ...    ...   \n",
              "31648       0        0         0         0          0            0      0   \n",
              "31649       0        0         0         0          0            0      0   \n",
              "31650       0        0         0         0          0            0      0   \n",
              "31651       0        0         0         0          0            0      0   \n",
              "31652       0        0         0         0          0            0      0   \n",
              "\n",
              "       carole  carolina  caroline  carolingians  carols  carolyn  carpal  \\\n",
              "0           0         0         0             0       0        0       0   \n",
              "1           0         0         0             0       0        0       0   \n",
              "2           0         0         0             0       0        0       0   \n",
              "3           0         0         0             0       0        0       0   \n",
              "4           0         0         0             0       0        0       0   \n",
              "...       ...       ...       ...           ...     ...      ...     ...   \n",
              "31648       0         0         0             0       0        0       0   \n",
              "31649       0         0         0             0       0        0       0   \n",
              "31650       0         0         0             0       0        0       0   \n",
              "31651       0         0         0             0       0        0       0   \n",
              "31652       0         0         0             0       0        0       0   \n",
              "\n",
              "       carpathian  carpenter  carpentry  carriages  carrie  carriers  carroll  \\\n",
              "0               0          0          0          0       0         0        0   \n",
              "1               0          0          0          0       0         0        0   \n",
              "2               0          0          0          0       0         0        0   \n",
              "3               0          0          0          0       0         0        0   \n",
              "4               0          0          0          0       0         0        0   \n",
              "...           ...        ...        ...        ...     ...       ...      ...   \n",
              "31648           0          0          0          0       0         0        0   \n",
              "31649           0          0          0          0       0         0        0   \n",
              "31650           0          0          0          0       0         0        0   \n",
              "31651           0          0          0          0       0         0        0   \n",
              "31652           0          0          0          0       0         0        0   \n",
              "\n",
              "       carrots  cars  carson  carta  carter  carthage  cartier  cartographers  \\\n",
              "0            0     0       0      0       0         0        0              0   \n",
              "1            0     0       0      0       0         0        0              0   \n",
              "2            0     0       0      0       0         0        0              0   \n",
              "3            0     0       0      0       0         0        0              0   \n",
              "4            0     0       0      0       0         0        0              0   \n",
              "...        ...   ...     ...    ...     ...       ...      ...            ...   \n",
              "31648        0     0       0      0       0         0        0              0   \n",
              "31649        0     0       0      0       0         0        0              0   \n",
              "31650        0     0       0      0       0         0        0              0   \n",
              "31651        0     0       0      0       0         0        0              0   \n",
              "31652        0     0       0      0       0         0        0              0   \n",
              "\n",
              "       cartography  cartoon  cartooning  cartoonists  cartoons  carts  \\\n",
              "0                0        0           0            0         0      0   \n",
              "1                0        0           0            0         0      0   \n",
              "2                0        0           0            0         0      0   \n",
              "3                0        0           0            0         0      0   \n",
              "4                0        0           0            0         0      0   \n",
              "...            ...      ...         ...          ...       ...    ...   \n",
              "31648            0        0           0            0         0      0   \n",
              "31649            0        0           0            0         0      0   \n",
              "31650            0        0           0            0         0      0   \n",
              "31651            0        0           0            0         0      0   \n",
              "31652            0        0           0            0         0      0   \n",
              "\n",
              "       carucci  caruso  carver  carvers  carving  cary  casanova  casasola  \\\n",
              "0            0       0       0        0        0     0         0         0   \n",
              "1            0       0       0        0        0     0         0         0   \n",
              "2            0       0       0        0        0     0         0         0   \n",
              "3            0       0       0        0        0     0         0         0   \n",
              "4            0       0       0        0        0     0         0         0   \n",
              "...        ...     ...     ...      ...      ...   ...       ...       ...   \n",
              "31648        0       0       0        0        0     0         0         0   \n",
              "31649        0       0       0        0        0     0         0         0   \n",
              "31650        0       0       0        0        0     0         0         0   \n",
              "31651        0       0       0        0        0     0         0         0   \n",
              "31652        0       0       0        0        0     0         0         0   \n",
              "\n",
              "       cascade  cascades  cascading  case  casecade  cases  casey  cash  \\\n",
              "0            0         0          0     0         0      0      0     0   \n",
              "1            0         0          0     0         0      0      0     0   \n",
              "2            0         0          0     0         0      0      0     0   \n",
              "3            0         0          0     0         0      0      0     0   \n",
              "4            0         0          0     0         0      0      0     0   \n",
              "...        ...       ...        ...   ...       ...    ...    ...   ...   \n",
              "31648        0         0          0     0         0      0      0     0   \n",
              "31649        0         0          0     0         0      0      0     0   \n",
              "31650        0         0          0     0         0      0      0     0   \n",
              "31651        0         0          0     0         0      0      0     0   \n",
              "31652        0         0          0     0         0      0      0     0   \n",
              "\n",
              "       casinos  casper  cassady  cassatt  casserole  cassidy  cassity  \\\n",
              "0            0       0        0        0          0        0        0   \n",
              "1            0       0        0        0          0        0        0   \n",
              "2            0       0        0        0          0        0        0   \n",
              "3            0       0        0        0          0        0        0   \n",
              "4            0       0        0        0          0        0        0   \n",
              "...        ...     ...      ...      ...        ...      ...      ...   \n",
              "31648        0       0        0        0          0        0        0   \n",
              "31649        0       0        0        0          0        0        0   \n",
              "31650        0       0        0        0          0        0        0   \n",
              "31651        0       0        0        0          0        0        0   \n",
              "31652        0       0        0        0          0        0        0   \n",
              "\n",
              "       castang  castaways  caste  castell  castilla  castillo  castles  \\\n",
              "0            0          0      0        0         0         0        0   \n",
              "1            0          0      0        0         0         0        0   \n",
              "2            0          0      0        0         0         0        0   \n",
              "3            0          0      0        0         0         0        0   \n",
              "4            0          0      0        0         0         0        0   \n",
              "...        ...        ...    ...      ...       ...       ...      ...   \n",
              "31648        0          0      0        0         0         0        0   \n",
              "31649        0          0      0        0         0         0        0   \n",
              "31650        0          0      0        0         0         0        0   \n",
              "31651        0          0      0        0         0         0        0   \n",
              "31652        0          0      0        0         0         0        0   \n",
              "\n",
              "       castro  casualties  cat  catalogs  catalogue  catalogues  catalonia  \\\n",
              "0           0           0    0         0          0           0          0   \n",
              "1           0           0    0         0          0           0          0   \n",
              "2           0           0    0         0          0           0          0   \n",
              "3           0           0    0         0          0           0          0   \n",
              "4           0           0    0         0          0           0          0   \n",
              "...       ...         ...  ...       ...        ...         ...        ...   \n",
              "31648       0           0    0         0          0           0          0   \n",
              "31649       0           0    0         0          0           0          0   \n",
              "31650       0           0    0         0          0           0          0   \n",
              "31651       0           0    0         0          0           0          0   \n",
              "31652       0           0    0         0          0           0          0   \n",
              "\n",
              "       catapults  catchers  catching  catechisms  catechismus  caterers  \\\n",
              "0              0         0         0           0            0         0   \n",
              "1              0         0         0           0            0         0   \n",
              "2              0         0         0           0            0         0   \n",
              "3              0         0         0           0            0         0   \n",
              "4              0         0         0           0            0         0   \n",
              "...          ...       ...       ...         ...          ...       ...   \n",
              "31648          0         0         0           0            0         0   \n",
              "31649          0         0         0           0            0         0   \n",
              "31650          0         0         0           0            0         0   \n",
              "31651          0         0         0           0            0         0   \n",
              "31652          0         0         0           0            0         0   \n",
              "\n",
              "       catering  caterpillars  catharine  cathedral  catherine  catherwood  \\\n",
              "0             0             0          0          0          0           0   \n",
              "1             0             0          0          0          0           0   \n",
              "2             0             0          0          0          0           0   \n",
              "3             0             0          0          0          0           0   \n",
              "4             0             0          0          0          0           0   \n",
              "...         ...           ...        ...        ...        ...         ...   \n",
              "31648         0             0          0          0          0           0   \n",
              "31649         0             0          0          0          0           0   \n",
              "31650         0             0          0          0          0           0   \n",
              "31651         0             0          0          0          0           0   \n",
              "31652         0             0          0          0          0           0   \n",
              "\n",
              "       catholic  catholicae  catholics  catius  cats  catskill  catt  cattle  \\\n",
              "0             0           0          0       0     0         0     0       0   \n",
              "1             0           0          0       0     0         0     0       0   \n",
              "2             0           0          0       0     0         0     0       0   \n",
              "3             0           0          0       0     0         0     0       0   \n",
              "4             0           0          0       0     0         0     0       0   \n",
              "...         ...         ...        ...     ...   ...       ...   ...     ...   \n",
              "31648         0           0          0       0     0         0     0       0   \n",
              "31649         0           0          0       0     0         0     0       0   \n",
              "31650         0           0          0       0     0         0     0       0   \n",
              "31651         0           0          0       0     0         0     0       0   \n",
              "31652         0           0          0       0     0         0     0       0   \n",
              "\n",
              "       catullus  catwoman  caucasian  causality  causation  causes  cavaliere  \\\n",
              "0             0         0          0          0          0       0          0   \n",
              "1             0         0          0          0          0       0          0   \n",
              "2             0         0          0          0          0       0          0   \n",
              "3             0         0          0          0          0       0          0   \n",
              "4             0         0          0          0          0       0          0   \n",
              "...         ...       ...        ...        ...        ...     ...        ...   \n",
              "31648         0         0          0          0          0       0          0   \n",
              "31649         0         0          0          0          0       0          0   \n",
              "31650         0         0          0          0          0       0          0   \n",
              "31651         0         0          0          0          0       0          0   \n",
              "31652         0         0          0          0          0       0          0   \n",
              "\n",
              "       cave  cavelier  caven  caves  cawdell  cayce  cayman  cd  cebidae  \\\n",
              "0         0         0      0      0        0      0       0   0        0   \n",
              "1         0         0      0      0        0      0       0   0        0   \n",
              "2         0         0      0      0        0      0       0   0        0   \n",
              "3         0         0      0      0        0      0       0   0        0   \n",
              "4         0         0      0      0        0      0       0   0        0   \n",
              "...     ...       ...    ...    ...      ...    ...     ...  ..      ...   \n",
              "31648     0         0      0      0        0      0       0   0        0   \n",
              "31649     0         0      0      0        0      0       0   0        0   \n",
              "31650     0         0      0      0        0      0       0   0        0   \n",
              "31651     0         0      0      0        0      0       0   0        0   \n",
              "31652     0         0      0      0        0      0       0   0        0   \n",
              "\n",
              "       cecelia  cecil  cecile  cecilia  cecilias  cedar  ceilings  \\\n",
              "0            0      0       0        0         0      0         0   \n",
              "1            0      0       0        0         0      0         0   \n",
              "2            0      0       0        0         0      0         0   \n",
              "3            0      0       0        0         0      0         0   \n",
              "4            0      0       0        0         0      0         0   \n",
              "...        ...    ...     ...      ...       ...    ...       ...   \n",
              "31648        0      0       0        0         0      0         0   \n",
              "31649        0      0       0        0         0      0         0   \n",
              "31650        0      0       0        0         0      0         0   \n",
              "31651        0      0       0        0         0      0         0   \n",
              "31652        0      0       0        0         0      0         0   \n",
              "\n",
              "       celebration  celebrations  celebrities  celeste  cell  cellamare  \\\n",
              "0                0             0            0        0     0          0   \n",
              "1                0             0            0        0     0          0   \n",
              "2                0             0            0        0     0          0   \n",
              "3                0             0            0        0     0          0   \n",
              "4                0             0            0        0     0          0   \n",
              "...            ...           ...          ...      ...   ...        ...   \n",
              "31648            0             0            0        0     0          0   \n",
              "31649            0             0            0        0     0          0   \n",
              "31650            0             0            0        0     0          0   \n",
              "31651            0             0            0        0     0          0   \n",
              "31652            0             0            0        0     0          0   \n",
              "\n",
              "       cello  cellos  cells  cellular  cellulite  celtic  celtics  celts  \\\n",
              "0          0       0      0         0          0       0        0      0   \n",
              "1          0       0      0         0          0       0        0      0   \n",
              "2          0       0      0         0          0       0        0      0   \n",
              "3          0       0      0         0          0       0        0      0   \n",
              "4          0       0      0         0          0       0        0      0   \n",
              "...      ...     ...    ...       ...        ...     ...      ...    ...   \n",
              "31648      0       0      0         0          0       0        0      0   \n",
              "31649      0       0      0         0          0       0        0      0   \n",
              "31650      0       0      0         0          0       0        0      0   \n",
              "31651      0       0      0         0          0       0        0      0   \n",
              "31652      0       0      0         0          0       0        0      0   \n",
              "\n",
              "       cemeteries  cemetery  censorship  cent  centaurs  center  centers  \\\n",
              "0               0         0           0     0         0       0        0   \n",
              "1               0         0           0     0         0       0        0   \n",
              "2               0         0           0     0         0       0        0   \n",
              "3               0         0           0     0         0       0        0   \n",
              "4               0         0           0     0         0       0        0   \n",
              "...           ...       ...         ...   ...       ...     ...      ...   \n",
              "31648           0         0           0     0         0       0        0   \n",
              "31649           0         0           0     0         0       0        0   \n",
              "31650           0         0           0     0         0       0        0   \n",
              "31651           0         0           0     0         0       0        0   \n",
              "31652           0         0           0     0         0       0        0   \n",
              "\n",
              "       centipedes  central  centurry  century  cephalopoda  cephalopods  \\\n",
              "0               0        0         0        0            0            0   \n",
              "1               0        0         0        0            0            0   \n",
              "2               0        0         0        0            0            0   \n",
              "3               0        0         0        0            0            0   \n",
              "4               0        0         0        0            0            0   \n",
              "...           ...      ...       ...      ...          ...          ...   \n",
              "31648           0        0         0        0            0            0   \n",
              "31649           0        0         0        0            0            0   \n",
              "31650           0        0         0        0            0            0   \n",
              "31651           0        0         0        0            0            0   \n",
              "31652           0        0         0        0            0            0   \n",
              "\n",
              "       ceramic  ceramics  cercopithecidae  cereal  cereals  cerebral  \\\n",
              "0            0         0                0       0        0         0   \n",
              "1            0         0                0       0        0         0   \n",
              "2            0         0                0       0        0         0   \n",
              "3            0         0                0       0        0         0   \n",
              "4            0         0                0       0        0         0   \n",
              "...        ...       ...              ...     ...      ...       ...   \n",
              "31648        0         0                0       0        0         0   \n",
              "31649        0         0                0       0        0         0   \n",
              "31650        0         0                0       0        0         0   \n",
              "31651        0         0                0       0        0         0   \n",
              "31652        0         0                0       0        0         0   \n",
              "\n",
              "       cerebrovascular  ceremonial  ceremonies  ceremony  certification  \\\n",
              "0                    0           0           0         0              0   \n",
              "1                    0           0           0         0              0   \n",
              "2                    0           0           0         0              0   \n",
              "3                    0           0           0         0              0   \n",
              "4                    0           0           0         0              0   \n",
              "...                ...         ...         ...       ...            ...   \n",
              "31648                0           0           0         0              0   \n",
              "31649                0           0           0         0              0   \n",
              "31650                0           0           0         0              0   \n",
              "31651                0           0           0         0              0   \n",
              "31652                0           0           0         0              0   \n",
              "\n",
              "       cervantes  cervix  cesar  cessna  cetacea  cgi  ch  cha  chaco  \\\n",
              "0              0       0      0       0        0    0   0    0      0   \n",
              "1              0       0      0       0        0    0   0    0      0   \n",
              "2              0       0      0       0        0    0   0    0      0   \n",
              "3              0       0      0       0        0    0   0    0      0   \n",
              "4              0       0      0       0        0    0   0    0      0   \n",
              "...          ...     ...    ...     ...      ...  ...  ..  ...    ...   \n",
              "31648          0       0      0       0        0    0   0    0      0   \n",
              "31649          0       0      0       0        0    0   0    0      0   \n",
              "31650          0       0      0       0        0    0   0    0      0   \n",
              "31651          0       0      0       0        0    0   0    0      0   \n",
              "31652          0       0      0       0        0    0   0    0      0   \n",
              "\n",
              "       chaconnes  chagall  chai  chaikin  chains  chair  chairs  chaisson  \\\n",
              "0              0        0     0        0       0      0       0         0   \n",
              "1              0        0     0        0       0      0       0         0   \n",
              "2              0        0     0        0       0      0       0         0   \n",
              "3              0        0     0        0       0      0       0         0   \n",
              "4              0        0     0        0       0      0       0         0   \n",
              "...          ...      ...   ...      ...     ...    ...     ...       ...   \n",
              "31648          0        0     0        0       0      0       0         0   \n",
              "31649          0        0     0        0       0      0       0         0   \n",
              "31650          0        0     0        0       0      0       0         0   \n",
              "31651          0        0     0        0       0      0       0         0   \n",
              "31652          0        0     0        0       0      0       0         0   \n",
              "\n",
              "       chakras  chaliapin  chalker  challenged  challenger  challis  chamber  \\\n",
              "0            0          0        0           0           0        0        0   \n",
              "1            0          0        0           0           0        0        0   \n",
              "2            0          0        0           0           0        0        0   \n",
              "3            0          0        0           0           0        0        0   \n",
              "4            0          0        0           0           0        0        0   \n",
              "...        ...        ...      ...         ...         ...      ...      ...   \n",
              "31648        0          0        0           0           0        0        0   \n",
              "31649        0          0        0           0           0        0        0   \n",
              "31650        0          0        0           0           0        0        0   \n",
              "31651        0          0        0           0           0        0        0   \n",
              "31652        0          0        0           0           0        0        0   \n",
              "\n",
              "       chamberlain  chamberlains  chameleons  chamoro  champagne  \\\n",
              "0                0             0           0        0          0   \n",
              "1                0             0           0        0          0   \n",
              "2                0             0           0        0          0   \n",
              "3                0             0           0        0          0   \n",
              "4                0             0           0        0          0   \n",
              "...            ...           ...         ...      ...        ...   \n",
              "31648            0             0           0        0          0   \n",
              "31649            0             0           0        0          0   \n",
              "31650            0             0           0        0          0   \n",
              "31651            0             0           0        0          0   \n",
              "31652            0             0           0        0          0   \n",
              "\n",
              "       championship  chance  chancellorsville  chaney  chang  change  \\\n",
              "0                 0       0                 0       0      0       0   \n",
              "1                 0       0                 0       0      0       0   \n",
              "2                 0       0                 0       0      0       0   \n",
              "3                 0       0                 0       0      0       0   \n",
              "4                 0       0                 0       0      0       0   \n",
              "...             ...     ...               ...     ...    ...     ...   \n",
              "31648             0       0                 0       0      0       0   \n",
              "31649             0       0                 0       0      0       0   \n",
              "31650             0       0                 0       0      0       0   \n",
              "31651             0       0                 0       0      0       0   \n",
              "31652             0       0                 0       0      0       0   \n",
              "\n",
              "       changelings  changes  changi  channel  channeling  chansons  \\\n",
              "0                0        0       0        0           0         0   \n",
              "1                0        0       0        0           0         0   \n",
              "2                0        0       0        0           0         0   \n",
              "3                0        0       0        0           0         0   \n",
              "4                0        0       0        0           0         0   \n",
              "...            ...      ...     ...      ...         ...       ...   \n",
              "31648            0        0       0        0           0         0   \n",
              "31649            0        0       0        0           0         0   \n",
              "31650            0        0       0        0           0         0   \n",
              "31651            0        0       0        0           0         0   \n",
              "31652            0        0       0        0           0         0   \n",
              "\n",
              "       chanticleer  chants  chaotic  chapel  chaplin  chapman  chapter  \\\n",
              "0                0       0        0       0        0        0        0   \n",
              "1                0       0        0       0        0        0        0   \n",
              "2                0       0        0       0        0        0        0   \n",
              "3                0       0        0       0        0        0        0   \n",
              "4                0       0        0       0        0        0        0   \n",
              "...            ...     ...      ...     ...      ...      ...      ...   \n",
              "31648            0       0        0       0        0        0        0   \n",
              "31649            0       0        0       0        0        0        0   \n",
              "31650            0       0        0       0        0        0        0   \n",
              "31651            0       0        0       0        0        0        0   \n",
              "31652            0       0        0       0        0        0        0   \n",
              "\n",
              "       character  characteristics  characters  charater  chargers  charges  \\\n",
              "0              0                0           0         0         0        0   \n",
              "1              0                0           0         0         0        0   \n",
              "2              0                0           0         0         0        0   \n",
              "3              0                0           0         0         0        0   \n",
              "4              0                0           0         0         0        0   \n",
              "...          ...              ...         ...       ...       ...      ...   \n",
              "31648          0                0           0         0         0        0   \n",
              "31649          1                0           0         0         0        0   \n",
              "31650          0                0           0         0         0        0   \n",
              "31651          0                0           0         0         0        0   \n",
              "31652          0                0           0         0         0        0   \n",
              "\n",
              "       charisma  charities  charity  charlemagne  charles  charleston  \\\n",
              "0             0          0        0            0        0           0   \n",
              "1             0          0        0            0        0           0   \n",
              "2             0          0        0            0        0           0   \n",
              "3             0          0        0            0        0           0   \n",
              "4             0          0        0            0        0           0   \n",
              "...         ...        ...      ...          ...      ...         ...   \n",
              "31648         0          0        0            0        0           0   \n",
              "31649         0          0        0            0        0           0   \n",
              "31650         0          0        0            0        0           0   \n",
              "31651         0          0        0            0        0           0   \n",
              "31652         0          0        0            0        0           0   \n",
              "\n",
              "       charley  charlie  charlotte  charlottesville  charmian  charms  \\\n",
              "0            0        0          0                0         0       0   \n",
              "1            0        0          0                0         0       0   \n",
              "2            0        0          0                0         0       0   \n",
              "3            0        0          0                0         0       0   \n",
              "4            0        0          0                0         0       0   \n",
              "...        ...      ...        ...              ...       ...     ...   \n",
              "31648        0        0          0                0         0       0   \n",
              "31649        0        0          0                0         0       0   \n",
              "31650        0        0          0                0         0       0   \n",
              "31651        0        0          0                0         0       0   \n",
              "31652        0        0          0                0         0       0   \n",
              "\n",
              "       charteris  charts  chastity  chat  chatham  chatterleys  chatterton  \\\n",
              "0              0       0         0     0        0            0           0   \n",
              "1              0       0         0     0        0            0           0   \n",
              "2              0       0         0     0        0            0           0   \n",
              "3              0       0         0     0        0            0           0   \n",
              "4              0       0         0     0        0            0           0   \n",
              "...          ...     ...       ...   ...      ...          ...         ...   \n",
              "31648          0       0         0     0        0            0           0   \n",
              "31649          0       0         0     0        0            0           0   \n",
              "31650          0       0         0     0        0            0           0   \n",
              "31651          0       0         0     0        0            0           0   \n",
              "31652          0       0         0     0        0            0           0   \n",
              "\n",
              "       chatwin  chauffeurs  chavez  chavis  che  chechen  chechnia  checking  \\\n",
              "0            0           0       0       0    0        0         0         0   \n",
              "1            0           0       0       0    0        0         0         0   \n",
              "2            0           0       0       0    0        0         0         0   \n",
              "3            0           0       0       0    0        0         0         0   \n",
              "4            0           0       0       0    0        0         0         0   \n",
              "...        ...         ...     ...     ...  ...      ...       ...       ...   \n",
              "31648        0           0       0       0    0        0         0         0   \n",
              "31649        0           0       0       0    0        0         0         0   \n",
              "31650        0           0       0       0    0        0         0         0   \n",
              "31651        0           0       0       0    0        0         0         0   \n",
              "31652        0           0       0       0    0        0         0         0   \n",
              "\n",
              "       chee  cheerleading  cheers  cheese  cheesemakers  cheesemaking  \\\n",
              "0         0             0       0       0             0             0   \n",
              "1         0             0       0       0             0             0   \n",
              "2         0             0       0       0             0             0   \n",
              "3         0             0       0       0             0             0   \n",
              "4         0             0       0       0             0             0   \n",
              "...     ...           ...     ...     ...           ...           ...   \n",
              "31648     0             0       0       0             0             0   \n",
              "31649     0             0       0       0             0             0   \n",
              "31650     0             0       0       0             0             0   \n",
              "31651     0             0       0       0             0             0   \n",
              "31652     0             0       0       0             0             0   \n",
              "\n",
              "       cheetah  chekhov  cheking  chelan  chelsea  chemical  chemistry  \\\n",
              "0            0        0        0       0        0         0          0   \n",
              "1            0        0        0       0        0         0          0   \n",
              "2            0        0        0       0        0         0          0   \n",
              "3            0        0        0       0        0         0          0   \n",
              "4            0        0        0       0        0         0          0   \n",
              "...        ...      ...      ...     ...      ...       ...        ...   \n",
              "31648        0        0        0       0        0         0          0   \n",
              "31649        0        0        0       0        0         0          0   \n",
              "31650        0        0        0       0        0         0          0   \n",
              "31651        0        0        0       0        0         0          0   \n",
              "31652        0        0        0       0        0         0          0   \n",
              "\n",
              "       chemists  chemotherapy  chen  cheng  chennai  cherokee  cherry  \\\n",
              "0             0             0     0      0        0         0       0   \n",
              "1             0             0     0      0        0         0       0   \n",
              "2             0             0     0      0        0         0       0   \n",
              "3             0             0     0      0        0         0       0   \n",
              "4             0             0     0      0        0         0       0   \n",
              "...         ...           ...   ...    ...      ...       ...     ...   \n",
              "31648         0             0     0      0        0         0       0   \n",
              "31649         0             0     0      0        0         0       0   \n",
              "31650         0             0     0      0        0         0       0   \n",
              "31651         0             0     0      0        0         0       0   \n",
              "31652         0             0     0      0        0         0       0   \n",
              "\n",
              "       chesapeake  cheshire  chess  chet  chevalier  chevrillon  cheyenne  \\\n",
              "0               0         0      0     0          0           0         0   \n",
              "1               0         0      0     0          0           0         0   \n",
              "2               0         0      0     0          0           0         0   \n",
              "3               0         0      0     0          0           0         0   \n",
              "4               0         0      0     0          0           0         0   \n",
              "...           ...       ...    ...   ...        ...         ...       ...   \n",
              "31648           0         0      0     0          0           0         0   \n",
              "31649           0         0      0     0          0           0         0   \n",
              "31650           0         0      0     0          0           0         0   \n",
              "31651           0         0      0     0          0           0         0   \n",
              "31652           0         0      0     0          0           0         0   \n",
              "\n",
              "       chez  chffel  chi  chiang  chiapas  chiat  chibchan  chicage  chicago  \\\n",
              "0         0       0    0       0        0      0         0        0        0   \n",
              "1         0       0    0       0        0      0         0        0        0   \n",
              "2         0       0    0       0        0      0         0        0        0   \n",
              "3         0       0    0       0        0      0         0        0        0   \n",
              "4         0       0    0       0        0      0         0        0        0   \n",
              "...     ...     ...  ...     ...      ...    ...       ...      ...      ...   \n",
              "31648     0       0    0       0        0      0         0        0        0   \n",
              "31649     0       0    0       0        0      0         0        0        0   \n",
              "31650     0       0    0       0        0      0         0        0        0   \n",
              "31651     0       0    0       0        0      0         0        0        0   \n",
              "31652     0       0    0       0        0      0         0        0        0   \n",
              "\n",
              "       chich  chichester  chick  chicken  chickens  chief  chiefdoms  chiefs  \\\n",
              "0          0           0      0        0         0      0          0       0   \n",
              "1          0           0      0        0         0      0          0       0   \n",
              "2          0           0      0        0         0      0          0       0   \n",
              "3          0           0      0        0         0      0          0       0   \n",
              "4          0           0      0        0         0      0          0       0   \n",
              "...      ...         ...    ...      ...       ...    ...        ...     ...   \n",
              "31648      0           0      0        0         0      0          0       0   \n",
              "31649      0           0      0        0         0      0          0       0   \n",
              "31650      0           0      0        0         0      0          0       0   \n",
              "31651      0           0      0        0         0      0          0       0   \n",
              "31652      0           0      0        0         0      0          0       0   \n",
              "\n",
              "       chihuahua  chihuly  child  childbirth  childhood  childlessness  \\\n",
              "0              0        0      0           0          0              0   \n",
              "1              0        0      0           0          0              0   \n",
              "2              0        0      0           0          0              0   \n",
              "3              0        0      0           0          0              0   \n",
              "4              0        0      0           0          0              0   \n",
              "...          ...      ...    ...         ...        ...            ...   \n",
              "31648          0        0      0           0          0              0   \n",
              "31649          0        0      0           0          0              0   \n",
              "31650          0        0      0           0          0              0   \n",
              "31651          0        0      0           0          0              0   \n",
              "31652          0        0      0           0          0              0   \n",
              "\n",
              "       children  childrens  childress  chile  chilean  chilkoot  chiltern  \\\n",
              "0             0          0          0      0        0         0         0   \n",
              "1             0          0          0      0        0         0         0   \n",
              "2             0          0          0      0        0         0         0   \n",
              "3             0          0          0      0        0         0         0   \n",
              "4             0          0          0      0        0         0         0   \n",
              "...         ...        ...        ...    ...      ...       ...       ...   \n",
              "31648         0          0          0      0        0         0         0   \n",
              "31649         0          0          0      0        0         0         0   \n",
              "31650         0          0          0      0        0         0         0   \n",
              "31651         0          0          0      0        0         0         0   \n",
              "31652         0          0          0      0        0         0         0   \n",
              "\n",
              "       chimpanzees  chimurenga  chin  china  chinatown  chincoteague  chinese  \\\n",
              "0                0           0     0      0          0             0        0   \n",
              "1                0           0     0      0          0             0        0   \n",
              "2                0           0     0      0          0             0        0   \n",
              "3                0           0     0      0          0             0        0   \n",
              "4                0           0     0      0          0             0        0   \n",
              "...            ...         ...   ...    ...        ...           ...      ...   \n",
              "31648            0           0     0      0          0             0        0   \n",
              "31649            0           0     0      0          0             0        0   \n",
              "31650            0           0     0      0          0             0        0   \n",
              "31651            0           0     0      0          0             0        0   \n",
              "31652            0           0     0      0          0             0        0   \n",
              "\n",
              "       ching  chinook  chip  chipmunks  chips  chiron  chiropractic  chisum  \\\n",
              "0          0        0     0          0      0       0             0       0   \n",
              "1          0        0     0          0      0       0             0       0   \n",
              "2          0        0     0          0      0       0             0       0   \n",
              "3          0        0     0          0      0       0             0       0   \n",
              "4          0        0     0          0      0       0             0       0   \n",
              "...      ...      ...   ...        ...    ...     ...           ...     ...   \n",
              "31648      0        0     0          0      0       0             0       0   \n",
              "31649      0        0     0          0      0       0             0       0   \n",
              "31650      0        0     0          0      0       0             0       0   \n",
              "31651      0        0     0          0      0       0             0       0   \n",
              "31652      0        0     0          0      0       0             0       0   \n",
              "\n",
              "       chivalry  chocolate  choctaw  choice  cholesterol  chomsky  chong  \\\n",
              "0             0          0        0       0            0        0      0   \n",
              "1             0          0        0       0            0        0      0   \n",
              "2             0          0        0       0            0        0      0   \n",
              "3             0          0        0       0            0        0      0   \n",
              "4             0          0        0       0            0        0      0   \n",
              "...         ...        ...      ...     ...          ...      ...    ...   \n",
              "31648         0          0        0       0            0        0      0   \n",
              "31649         0          0        0       0            0        0      0   \n",
              "31650         0          0        0       0            0        0      0   \n",
              "31651         0          0        0       0            0        0      0   \n",
              "31652         0          0        0       0            0        0      0   \n",
              "\n",
              "       chopin  chorale  chord  chorea  choreographers  choreographic  \\\n",
              "0           0        0      0       0               0              0   \n",
              "1           0        0      0       0               0              0   \n",
              "2           0        0      0       0               0              0   \n",
              "3           0        0      0       0               0              0   \n",
              "4           0        0      0       0               0              0   \n",
              "...       ...      ...    ...     ...             ...            ...   \n",
              "31648       0        0      0       0               0              0   \n",
              "31649       0        0      0       0               0              0   \n",
              "31650       0        0      0       0               0              0   \n",
              "31651       0        0      0       0               0              0   \n",
              "31652       0        0      0       0               0              0   \n",
              "\n",
              "       choreography  chornobyl  choruses  chrestomanci  chris  christ  \\\n",
              "0                 0          0         0             0      0       0   \n",
              "1                 0          0         0             0      0       0   \n",
              "2                 0          0         0             0      0       0   \n",
              "3                 0          0         0             0      0       0   \n",
              "4                 0          0         0             0      0       0   \n",
              "...             ...        ...       ...           ...    ...     ...   \n",
              "31648             0          0         0             0      0       0   \n",
              "31649             0          0         0             0      0       0   \n",
              "31650             0          0         0             0      0       0   \n",
              "31651             0          0         0             0      0       0   \n",
              "31652             0          0         0             0      0       0   \n",
              "\n",
              "       christa  christian  christiane  christianity  christians  christie  \\\n",
              "0            0          0           0             0           0         0   \n",
              "1            0          0           0             0           0         0   \n",
              "2            0          0           0             0           0         0   \n",
              "3            0          0           0             0           0         0   \n",
              "4            0          0           0             0           0         0   \n",
              "...        ...        ...         ...           ...         ...       ...   \n",
              "31648        0          0           0             0           0         0   \n",
              "31649        0          0           0             0           0         0   \n",
              "31650        0          0           0             0           0         0   \n",
              "31651        0          0           0             0           0         0   \n",
              "31652        0          0           0             0           0         0   \n",
              "\n",
              "       christies  christine  christmas  christoff  christopher  christy  \\\n",
              "0              0          0          0          0            0        0   \n",
              "1              0          0          0          0            0        0   \n",
              "2              0          0          0          0            0        0   \n",
              "3              0          0          0          0            0        0   \n",
              "4              0          0          0          0            0        0   \n",
              "...          ...        ...        ...        ...          ...      ...   \n",
              "31648          0          0          0          0            0        0   \n",
              "31649          0          0          0          0            0        0   \n",
              "31650          0          0          0          0            0        0   \n",
              "31651          0          0          0          0            0        0   \n",
              "31652          0          0          0          0            0        0   \n",
              "\n",
              "       chromolithography  chromosome  chronic  chronically  chronicles  \\\n",
              "0                      0           0        0            0           0   \n",
              "1                      0           0        0            0           0   \n",
              "2                      0           0        0            0           0   \n",
              "3                      0           0        0            0           0   \n",
              "4                      0           0        0            0           0   \n",
              "...                  ...         ...      ...          ...         ...   \n",
              "31648                  0           0        0            0           0   \n",
              "31649                  0           0        0            0           0   \n",
              "31650                  0           0        0            0           0   \n",
              "31651                  0           0        0            0           0   \n",
              "31652                  0           0        0            0           0   \n",
              "\n",
              "       chronology  chrysler  chuck  chucky  chultural  church  churches  \\\n",
              "0               0         0      0       0          0       0         0   \n",
              "1               0         0      0       0          0       0         0   \n",
              "2               0         0      0       0          0       0         0   \n",
              "3               0         0      0       0          0       0         0   \n",
              "4               0         0      0       0          0       0         0   \n",
              "...           ...       ...    ...     ...        ...     ...       ...   \n",
              "31648           0         0      0       0          0       0         0   \n",
              "31649           0         0      0       0          0       0         0   \n",
              "31650           0         0      0       0          0       0         0   \n",
              "31651           0         0      0       0          0       0         0   \n",
              "31652           0         0      0       0          0       0         0   \n",
              "\n",
              "       churchill  chuuk  ciampi  cica  ciconiiformes  cid  cider  cigars  \\\n",
              "0              0      0       0     0              0    0      0       0   \n",
              "1              0      0       0     0              0    0      0       0   \n",
              "2              0      0       0     0              0    0      0       0   \n",
              "3              0      0       0     0              0    0      0       0   \n",
              "4              0      0       0     0              0    0      0       0   \n",
              "...          ...    ...     ...   ...            ...  ...    ...     ...   \n",
              "31648          0      0       0     0              0    0      0       0   \n",
              "31649          0      0       0     0              0    0      0       0   \n",
              "31650          0      0       0     0              0    0      0       0   \n",
              "31651          0      0       0     0              0    0      0       0   \n",
              "31652          0      0       0     0              0    0      0       0   \n",
              "\n",
              "       cincinnati  cinco  cinderella  cinematographers  cinematography  \\\n",
              "0               0      0           0                 0               0   \n",
              "1               0      0           0                 0               0   \n",
              "2               0      2           0                 0               0   \n",
              "3               0      0           0                 0               0   \n",
              "4               0      0           0                 0               0   \n",
              "...           ...    ...         ...               ...             ...   \n",
              "31648           0      0           0                 0               0   \n",
              "31649           0      0           0                 0               0   \n",
              "31650           0      0           0                 0               0   \n",
              "31651           0      0           0                 0               0   \n",
              "31652           0      0           0                 0               0   \n",
              "\n",
              "       cipher  ciphers  circle  circles  circuits  circular  circumcision  \\\n",
              "0           0        0       0        0         0         0             0   \n",
              "1           0        0       0        0         0         0             0   \n",
              "2           0        0       0        0         0         0             0   \n",
              "3           0        0       0        0         0         0             0   \n",
              "4           0        0       0        0         0         0             0   \n",
              "...       ...      ...     ...      ...       ...       ...           ...   \n",
              "31648       0        0       0        0         0         0             0   \n",
              "31649       0        0       0        0         0         0             0   \n",
              "31650       0        0       0        0         0         0             0   \n",
              "31651       0        0       0        0         0         0             0   \n",
              "31652       0        0       0        0         0         0             0   \n",
              "\n",
              "       circus  cirque  citation  cities  citizen  citizenship  citkowitz  \\\n",
              "0           0       0         0       0        0            0          0   \n",
              "1           0       0         0       0        0            0          0   \n",
              "2           0       0         0       0        0            0          0   \n",
              "3           0       0         0       0        0            0          0   \n",
              "4           0       0         0       0        0            0          0   \n",
              "...       ...     ...       ...     ...      ...          ...        ...   \n",
              "31648       0       0         0       0        0            0          0   \n",
              "31649       0       0         0       0        0            0          0   \n",
              "31650       0       0         0       0        0            0          0   \n",
              "31651       0       0         0       0        0            0          0   \n",
              "31652       0       0         0       0        0            0          0   \n",
              "\n",
              "       city  civics  civil  civilian  civilians  civilization  ck  cke  ckert  \\\n",
              "0         0       0      0         0          0             0   0    0      0   \n",
              "1         0       0      0         0          0             0   0    0      0   \n",
              "2         0       0      0         0          0             0   0    0      0   \n",
              "3         0       0      0         0          0             0   0    0      0   \n",
              "4         0       0      0         0          0             0   0    0      0   \n",
              "...     ...     ...    ...       ...        ...           ...  ..  ...    ...   \n",
              "31648     0       0      0         0          0             0   0    0      0   \n",
              "31649     0       0      0         0          0             0   0    0      0   \n",
              "31650     0       0      0         0          0             0   0    0      0   \n",
              "31651     0       0      0         0          0             0   0    0      0   \n",
              "31652     0       0      0         0          0             0   0    0      0   \n",
              "\n",
              "       claflin  clah  claims  claire  clairvoyants  clambakes  clans  clara  \\\n",
              "0            0     0       0       0             0          0      0      0   \n",
              "1            0     0       0       0             0          0      0      0   \n",
              "2            0     0       0       0             0          0      0      0   \n",
              "3            0     0       0       0             0          0      0      0   \n",
              "4            0     0       0       0             0          0      0      0   \n",
              "...        ...   ...     ...     ...           ...        ...    ...    ...   \n",
              "31648        0     0       0       0             0          0      0      0   \n",
              "31649        0     0       0       0             0          0      0      0   \n",
              "31650        0     0       0       0             0          0      0      0   \n",
              "31651        0     0       0       0             0          0      0      0   \n",
              "31652        0     0       0       0             0          0      0      0   \n",
              "\n",
              "       clare  clarence  clarinet  clarinets  clark  clarkson  class  classes  \\\n",
              "0          0         0         0          0      0         0      0        0   \n",
              "1          0         0         0          0      0         0      0        0   \n",
              "2          0         0         0          0      0         0      0        0   \n",
              "3          0         0         0          0      0         0      0        0   \n",
              "4          0         0         0          0      0         0      0        0   \n",
              "...      ...       ...       ...        ...    ...       ...    ...      ...   \n",
              "31648      0         0         0          0      0         0      0        0   \n",
              "31649      0         0         0          0      0         0      0        0   \n",
              "31650      0         0         0          0      0         0      0        0   \n",
              "31651      0         0         0          0      0         0      0        0   \n",
              "31652      0         0         0          0      0         0      0        0   \n",
              "\n",
              "       classic  classical  classicists  classification  classroom  claude  \\\n",
              "0            0          0            0               0          0       0   \n",
              "1            0          0            0               0          0       0   \n",
              "2            0          0            0               0          0       0   \n",
              "3            0          0            0               0          0       0   \n",
              "4            0          0            0               0          0       0   \n",
              "...        ...        ...          ...             ...        ...     ...   \n",
              "31648        0          0            0               0          0       0   \n",
              "31649        0          0            0               0          0       0   \n",
              "31650        0          0            0               0          0       0   \n",
              "31651        0          0            0               0          0       0   \n",
              "31652        0          0            0               0          0       0   \n",
              "\n",
              "       claudel  claudia  claus  clay  clea  cleaners  cleaning  cleanliness  \\\n",
              "0            0        0      0     0     0         0         0            0   \n",
              "1            0        0      0     0     0         0         0            0   \n",
              "2            0        0      0     0     0         0         0            0   \n",
              "3            0        0      0     0     0         0         0            0   \n",
              "4            0        0      0     0     0         0         0            0   \n",
              "...        ...      ...    ...   ...   ...       ...       ...          ...   \n",
              "31648        0        0      0     0     0         0         0            0   \n",
              "31649        0        0      0     0     0         0         0            0   \n",
              "31650        0        0      0     0     0         0         0            0   \n",
              "31651        0        0      0     0     0         0         0            0   \n",
              "31652        0        0      0     0     0         0         0            0   \n",
              "\n",
              "       cleary  cleland  clemency  clemente  clements  cleopatra  clergy  \\\n",
              "0           0        0         0         0         0          0       0   \n",
              "1           0        0         0         0         0          0       0   \n",
              "2           0        0         0         0         0          0       0   \n",
              "3           0        0         0         0         0          0       0   \n",
              "4           0        0         0         0         0          0       0   \n",
              "...       ...      ...       ...       ...       ...        ...     ...   \n",
              "31648       0        0         0         0         0          0       0   \n",
              "31649       0        0         0         0         0          0       0   \n",
              "31650       0        0         0         0         0          0       0   \n",
              "31651       0        0         0         0         0          0       0   \n",
              "31652       0        0         0         0         0          0       0   \n",
              "\n",
              "       clerks  clermont  cleveland  clichy  clicker  client  clif  cliff  \\\n",
              "0           0         0          0       0        0       0     0      0   \n",
              "1           0         0          0       0        0       0     0      0   \n",
              "2           0         0          0       0        0       0     0      0   \n",
              "3           0         0          0       0        0       0     0      0   \n",
              "4           0         0          0       0        0       0     0      0   \n",
              "...       ...       ...        ...     ...      ...     ...   ...    ...   \n",
              "31648       0         0          0       0        0       0     0      0   \n",
              "31649       0         0          0       0        0       0     0      0   \n",
              "31650       0         0          0       0        0       0     0      0   \n",
              "31651       0         0          0       0        0       0     0      0   \n",
              "31652       0         0          0       0        0       0     0      0   \n",
              "\n",
              "       clifford  climate  climatic  climatolog  climatology  climbing  cline  \\\n",
              "0             0        0         0           0            0         0      0   \n",
              "1             0        0         0           0            0         0      0   \n",
              "2             0        0         0           0            0         0      0   \n",
              "3             0        0         0           0            0         0      0   \n",
              "4             0        0         0           0            0         0      0   \n",
              "...         ...      ...       ...         ...          ...       ...    ...   \n",
              "31648         0        0         0           0            0         0      0   \n",
              "31649         0        0         0           0            0         0      0   \n",
              "31650         0        0         0           0            0         0      0   \n",
              "31651         0        0         0           0            0         0      0   \n",
              "31652         0        0         0           0            0         0      0   \n",
              "\n",
              "       clinical  clinics  clinton  clip  clipper  cliques  clive  clock  \\\n",
              "0             0        0        0     0        0        0      0      0   \n",
              "1             0        0        0     0        0        0      0      0   \n",
              "2             0        0        0     0        0        0      0      0   \n",
              "3             0        0        0     0        0        0      0      0   \n",
              "4             0        0        0     0        0        0      0      0   \n",
              "...         ...      ...      ...   ...      ...      ...    ...    ...   \n",
              "31648         0        0        0     0        0        0      0      0   \n",
              "31649         0        0        0     0        0        0      0      0   \n",
              "31650         0        0        0     0        0        0      0      0   \n",
              "31651         0        0        0     0        0        0      0      0   \n",
              "31652         0        0        0     0        0        0      0      0   \n",
              "\n",
              "       clocks  cloning  clores  close  closed  closets  cloth  clothes  \\\n",
              "0           0        0       0      0       0        0      0        0   \n",
              "1           0        0       0      0       0        0      0        0   \n",
              "2           0        0       0      0       0        0      0        0   \n",
              "3           0        0       0      0       0        0      0        0   \n",
              "4           0        0       0      0       0        0      0        0   \n",
              "...       ...      ...     ...    ...     ...      ...    ...      ...   \n",
              "31648       0        0       0      0       0        0      0        0   \n",
              "31649       0        0       0      0       0        0      0        0   \n",
              "31650       0        0       0      0       0        0      0        0   \n",
              "31651       0        0       0      0       0        0      0        0   \n",
              "31652       0        0       0      0       0        0      0        0   \n",
              "\n",
              "       clothing  cloud  clouds  clouseau  clowns  club  clubhouses  clubs  \\\n",
              "0             0      0       0         0       0     0           0      0   \n",
              "1             0      0       0         0       0     0           0      0   \n",
              "2             0      0       0         0       0     0           0      0   \n",
              "3             0      0       0         0       0     0           0      0   \n",
              "4             0      0       0         0       0     0           0      0   \n",
              "...         ...    ...     ...       ...     ...   ...         ...    ...   \n",
              "31648         0      0       0         0       0     0           0      0   \n",
              "31649         0      0       0         0       0     0           0      0   \n",
              "31650         0      0       0         0       0     0           0      0   \n",
              "31651         0      0       0         0       0     0           0      0   \n",
              "31652         0      0       0         0       0     0           0      0   \n",
              "\n",
              "       clumsiness  clyde  cmericans  co  coaches  coaching  coal  coalition  \\\n",
              "0               0      0          0   0        0         0     0          0   \n",
              "1               0      0          0   0        0         0     0          0   \n",
              "2               0      0          0   0        0         0     0          0   \n",
              "3               0      0          0   0        0         0     0          0   \n",
              "4               0      0          0   0        0         0     0          0   \n",
              "...           ...    ...        ...  ..      ...       ...   ...        ...   \n",
              "31648           0      0          0   0        0         0     0          0   \n",
              "31649           0      0          0   0        0         0     0          0   \n",
              "31650           0      0          0   0        0         0     0          0   \n",
              "31651           0      0          0   0        0         0     0          0   \n",
              "31652           0      0          0   0        0         0     0          0   \n",
              "\n",
              "       coast  coastal  coasters  coasts  coats  cob  cobain  cobb  cocaine  \\\n",
              "0          0        0         0       0      0    0       0     0        0   \n",
              "1          0        0         0       0      0    0       0     0        0   \n",
              "2          0        0         0       0      0    0       0     0        0   \n",
              "3          0        0         0       0      0    0       0     0        0   \n",
              "4          0        0         0       0      0    0       0     0        0   \n",
              "...      ...      ...       ...     ...    ...  ...     ...   ...      ...   \n",
              "31648      0        0         0       0      0    0       0     0        0   \n",
              "31649      0        0         0       0      0    0       0     0        0   \n",
              "31650      0        0         0       0      0    0       0     0        0   \n",
              "31651      0        0         0       0      0    0       0     0        0   \n",
              "31652      0        0         0       0      0    0       0     0        0   \n",
              "\n",
              "       cochise  cockettes  cockroaches  cocktails  cocoa  coconut  cocos  cod  \\\n",
              "0            0          0            0          0      0        0      0    0   \n",
              "1            0          0            0          0      0        0      0    0   \n",
              "2            0          0            0          0      0        0      0    0   \n",
              "3            0          0            0          0      0        0      0    0   \n",
              "4            0          0            0          0      0        0      0    0   \n",
              "...        ...        ...          ...        ...    ...      ...    ...  ...   \n",
              "31648        0          0            0          0      0        0      0    0   \n",
              "31649        0          0            0          0      0        0      0    0   \n",
              "31650        0          0            0          0      0        0      0    0   \n",
              "31651        0          0            0          0      0        0      0    0   \n",
              "31652        0          0            0          0      0        0      0    0   \n",
              "\n",
              "       code  codependency  codependents  codfish  codices  coding  coe  \\\n",
              "0         0             0             0        0        0       0    0   \n",
              "1         0             0             0        0        0       0    0   \n",
              "2         0             0             0        0        0       0    0   \n",
              "3         0             0             0        0        0       0    0   \n",
              "4         0             0             0        0        0       0    0   \n",
              "...     ...           ...           ...      ...      ...     ...  ...   \n",
              "31648     0             0             0        0        0       0    0   \n",
              "31649     0             0             0        0        0       0    0   \n",
              "31650     0             0             0        0        0       0    0   \n",
              "31651     0             0             0        0        0       0    0   \n",
              "31652     0             0             0        0        0       0    0   \n",
              "\n",
              "       coelho  coffee  coffeehouses  coffin  cognition  cognitive  cohan  \\\n",
              "0           0       0             0       0          0          0      0   \n",
              "1           0       0             0       0          0          0      0   \n",
              "2           0       0             0       0          0          0      0   \n",
              "3           0       0             0       0          0          0      0   \n",
              "4           0       0             0       0          0          0      0   \n",
              "...       ...     ...           ...     ...        ...        ...    ...   \n",
              "31648       0       0             0       0          0          0      0   \n",
              "31649       0       0             0       0          0          0      0   \n",
              "31650       0       0             0       0          0          0      0   \n",
              "31651       0       0             0       0          0          0      0   \n",
              "31652       0       0             0       0          0          0      0   \n",
              "\n",
              "       cohen  cohn  coho  coinage  coins  cold  cole  coleman  colene  \\\n",
              "0          0     0     0        0      0     0     0        0       0   \n",
              "1          0     0     0        0      0     0     0        0       0   \n",
              "2          0     0     0        0      0     0     0        0       0   \n",
              "3          0     0     0        0      0     0     0        0       0   \n",
              "4          0     0     0        0      0     0     0        0       0   \n",
              "...      ...   ...   ...      ...    ...   ...   ...      ...     ...   \n",
              "31648      0     0     0        0      0     0     0        0       0   \n",
              "31649      0     0     0        0      0     0     0        0       0   \n",
              "31650      0     0     0        0      0     0     0        0       0   \n",
              "31651      0     0     0        0      0     0     0        0       0   \n",
              "31652      0     0     0        0      0     0     0        0       0   \n",
              "\n",
              "       colette  coley  colin  collaboration  collage  collar  collectible  \\\n",
              "0            0      0      0              0        0       0            0   \n",
              "1            0      0      0              0        0       0            0   \n",
              "2            0      0      0              0        0       0            0   \n",
              "3            0      0      0              0        0       0            0   \n",
              "4            0      0      0              0        0       0            0   \n",
              "...        ...    ...    ...            ...      ...     ...          ...   \n",
              "31648        0      0      0              0        0       0            0   \n",
              "31649        0      0      0              0        0       0            0   \n",
              "31650        0      0      0              0        0       0            0   \n",
              "31651        0      0      0              0        0       0            0   \n",
              "31652        0      0      0              0        0       0            0   \n",
              "\n",
              "       collectibles  collecting  collection  collections  collective  \\\n",
              "0                 0           0           0            0           0   \n",
              "1                 0           0           0            0           0   \n",
              "2                 0           0           0            0           0   \n",
              "3                 0           0           0            0           0   \n",
              "4                 0           0           0            0           0   \n",
              "...             ...         ...         ...          ...         ...   \n",
              "31648             0           0           0            0           0   \n",
              "31649             0           0           0            0           0   \n",
              "31650             0           0           0            0           0   \n",
              "31651             0           0           0            0           0   \n",
              "31652             0           0           0            0           0   \n",
              "\n",
              "       collectors  college  colleges  collie  collier  collins  collisions  \\\n",
              "0               0        0         0       0        0        0           0   \n",
              "1               0        0         0       0        0        0           0   \n",
              "2               0        0         0       0        0        0           0   \n",
              "3               0        0         0       0        0        0           0   \n",
              "4               0        0         0       0        0        0           0   \n",
              "...           ...      ...       ...     ...      ...      ...         ...   \n",
              "31648           0        0         0       0        0        0           0   \n",
              "31649           0        0         0       0        0        0           0   \n",
              "31650           0        0         0       0        0        0           0   \n",
              "31651           0        0         0       0        0        0           0   \n",
              "31652           0        0         0       0        0        0           0   \n",
              "\n",
              "       colo  colombia  colombian  colombo  colon  colonial  colonies  \\\n",
              "0         0         0          0        0      0         0         0   \n",
              "1         0         0          0        0      0         0         0   \n",
              "2         0         0          0        0      0         0         0   \n",
              "3         0         0          0        0      0         0         0   \n",
              "4         0         0          0        0      0         0         0   \n",
              "...     ...       ...        ...      ...    ...       ...       ...   \n",
              "31648     0         0          0        0      0         0         0   \n",
              "31649     0         0          0        0      0         0         0   \n",
              "31650     0         0          0        0      0         0         0   \n",
              "31651     0         0          0        0      0         0         0   \n",
              "31652     0         0          0        0      0         0         0   \n",
              "\n",
              "       colonization  colony  color  colorado  coloration  colored  coloring  \\\n",
              "0                 0       0      0         0           0        0         0   \n",
              "1                 0       0      0         0           0        0         0   \n",
              "2                 0       0      0         0           0        0         0   \n",
              "3                 0       0      0         0           0        0         0   \n",
              "4                 0       0      0         0           0        0         0   \n",
              "...             ...     ...    ...       ...         ...      ...       ...   \n",
              "31648             0       0      0         0           0        0         0   \n",
              "31649             0       0      0         0           0        0         0   \n",
              "31650             0       0      0         0           0        0         0   \n",
              "31651             0       0      0         0           0        0         0   \n",
              "31652             0       0      0         0           0        0         0   \n",
              "\n",
              "       colors  coltrane  columbia  columbian  columbo  columbus  columnists  \\\n",
              "0           0         0         0          0        0         0           0   \n",
              "1           0         0         0          0        0         0           0   \n",
              "2           0         0         0          0        0         0           0   \n",
              "3           0         0         0          0        0         0           0   \n",
              "4           0         0         0          0        0         0           0   \n",
              "...       ...       ...       ...        ...      ...       ...         ...   \n",
              "31648       0         0         0          0        0         0           0   \n",
              "31649       0         0         0          0        0         0           0   \n",
              "31650       0         0         0          0        0         0           0   \n",
              "31651       0         0         0          0        0         0           0   \n",
              "31652       0         0         0          0        0         0           0   \n",
              "\n",
              "       columns  com  coma  comanche  combat  combinations  combining  \\\n",
              "0            0    0     0         0       0             0          0   \n",
              "1            0    0     0         0       0             0          0   \n",
              "2            0    0     0         0       0             0          0   \n",
              "3            0    0     0         0       0             0          0   \n",
              "4            0    0     0         0       0             0          0   \n",
              "...        ...  ...   ...       ...     ...           ...        ...   \n",
              "31648        0    0     0         0       0             0          0   \n",
              "31649        0    0     0         0       0             0          0   \n",
              "31650        0    0     0         0       0             0          0   \n",
              "31651        0    0     0         0       0             0          0   \n",
              "31652        0    0     0         0       0             0          0   \n",
              "\n",
              "       comedians  comedies  comedy  comet  comets  comfort  comic  comics  \\\n",
              "0              0         0       0      0       0        0      0       0   \n",
              "1              0         0       0      0       0        0      0       0   \n",
              "2              0         0       0      0       0        0      0       0   \n",
              "3              0         0       0      0       0        0      0       0   \n",
              "4              0         0       0      0       0        0      0       0   \n",
              "...          ...       ...     ...    ...     ...      ...    ...     ...   \n",
              "31648          0         0       0      0       0        0      0       0   \n",
              "31649          0         0       0      0       0        0      0       0   \n",
              "31650          0         0       1      0       0        0      0       0   \n",
              "31651          0         0       0      0       0        0      2       0   \n",
              "31652          0         0       0      0       0        0      0       0   \n",
              "\n",
              "       coming  commandments  commando  commedia  commentaries  commentarii  \\\n",
              "0           0             0         0         0             0            0   \n",
              "1           0             0         0         0             0            0   \n",
              "2           0             0         0         0             0            0   \n",
              "3           0             0         0         0             0            0   \n",
              "4           0             0         0         0             0            0   \n",
              "...       ...           ...       ...       ...           ...          ...   \n",
              "31648       0             0         0         0             0            0   \n",
              "31649       0             0         0         0             0            0   \n",
              "31650       0             0         0         0             0            0   \n",
              "31651       0             0         0         0             0            0   \n",
              "31652       0             0         0         0             0            0   \n",
              "\n",
              "       commerce  commercial  commins  commission  commissioned  commitment  \\\n",
              "0             0           0        0           0             0           0   \n",
              "1             0           0        0           0             0           0   \n",
              "2             0           0        0           0             0           0   \n",
              "3             0           0        0           0             0           0   \n",
              "4             0           0        0           0             0           0   \n",
              "...         ...         ...      ...         ...           ...         ...   \n",
              "31648         0           0        0           0             0           0   \n",
              "31649         0           0        0           0             0           0   \n",
              "31650         0           0        0           0             0           0   \n",
              "31651         0           0        0           0             0           0   \n",
              "31652         0           0        0           0             0           0   \n",
              "\n",
              "       committee  common  commumication  communal  communalism  commune  \\\n",
              "0              0       0              0         0            0        0   \n",
              "1              0       0              0         0            0        0   \n",
              "2              0       0              0         0            0        0   \n",
              "3              0       0              0         0            0        0   \n",
              "4              0       0              0         0            0        0   \n",
              "...          ...     ...            ...       ...          ...      ...   \n",
              "31648          0       0              0         0            0        0   \n",
              "31649          0       0              0         0            0        0   \n",
              "31650          0       0              0         0            0        0   \n",
              "31651          0       0              0         0            0        0   \n",
              "31652          0       0              0         0            0        0   \n",
              "\n",
              "       communicable  communication  communications  communism  communist  \\\n",
              "0                 0              0               0          0          0   \n",
              "1                 0              0               0          0          0   \n",
              "2                 0              0               0          0          0   \n",
              "3                 0              0               0          0          0   \n",
              "4                 0              0               0          0          0   \n",
              "...             ...            ...             ...        ...        ...   \n",
              "31648             0              0               0          0          0   \n",
              "31649             0              0               0          0          0   \n",
              "31650             0              0               0          0          0   \n",
              "31651             0              0               0          0          0   \n",
              "31652             0              0               0          0          0   \n",
              "\n",
              "       communists  communities  community  commuter  commuting  como  compact  \\\n",
              "0               0            0          0         0          0     0        0   \n",
              "1               0            0          0         0          0     0        0   \n",
              "2               0            0          0         0          0     0        0   \n",
              "3               0            0          0         0          0     0        0   \n",
              "4               0            0          0         0          0     0        0   \n",
              "...           ...          ...        ...       ...        ...   ...      ...   \n",
              "31648           0            0          0         0          0     0        0   \n",
              "31649           0            0          0         0          0     0        0   \n",
              "31650           0            0          0         0          0     0        0   \n",
              "31651           0            0          0         0          0     0        0   \n",
              "31652           0            0          0         0          0     0        0   \n",
              "\n",
              "       compagnie  companies  companion  company  comparative  compass  \\\n",
              "0              0          0          0        0            0        0   \n",
              "1              0          0          0        0            0        0   \n",
              "2              0          0          0        0            0        0   \n",
              "3              0          0          0        0            0        0   \n",
              "4              0          0          0        0            0        0   \n",
              "...          ...        ...        ...      ...          ...      ...   \n",
              "31648          0          0          0        0            0        0   \n",
              "31649          0          0          0        0            0        0   \n",
              "31650          0          0          0        0            0        0   \n",
              "31651          0          0          0        0            0        0   \n",
              "31652          0          0          0        0            0        0   \n",
              "\n",
              "       compassion  compatible  compensation  competition  competitions  \\\n",
              "0               0           0             0            0             0   \n",
              "1               0           0             0            0             0   \n",
              "2               0           0             0            0             0   \n",
              "3               0           0             0            0             0   \n",
              "4               0           0             0            0             0   \n",
              "...           ...         ...           ...          ...           ...   \n",
              "31648           0           0             0            0             0   \n",
              "31649           0           0             0            0             0   \n",
              "31650           0           0             0            0             0   \n",
              "31651           0           0             0            0             0   \n",
              "31652           0           0             0            0             0   \n",
              "\n",
              "       compilers  complex  complexity  compliance  complications  composers  \\\n",
              "0              0        0           0           0              0          0   \n",
              "1              0        0           0           0              0          0   \n",
              "2              0        0           0           0              0          0   \n",
              "3              0        0           0           0              0          0   \n",
              "4              0        0           0           0              0          0   \n",
              "...          ...      ...         ...         ...            ...        ...   \n",
              "31648          0        0           0           0              0          0   \n",
              "31649          0        0           0           0              0          0   \n",
              "31650          0        0           0           0              0          0   \n",
              "31651          0        0           0           0              0          0   \n",
              "31652          0        0           0           0              0          0   \n",
              "\n",
              "       composition  compost  compostela  comprehension  compson  compulsive  \\\n",
              "0                0        0           0              0        0           0   \n",
              "1                0        0           0              0        0           0   \n",
              "2                0        0           0              0        0           0   \n",
              "3                0        0           0              0        0           0   \n",
              "4                0        0           0              0        0           0   \n",
              "...            ...      ...         ...            ...      ...         ...   \n",
              "31648            0        0           0              0        0           0   \n",
              "31649            0        0           0              0        0           0   \n",
              "31650            0        0           0              0        0           0   \n",
              "31651            0        0           0              0        0           0   \n",
              "31652            0        0           0              0        0           0   \n",
              "\n",
              "       compulsory  computer  computers  computing  conan  conaway  \\\n",
              "0               0         0          0          0      0        0   \n",
              "1               0         0          0          0      0        0   \n",
              "2               0         0          0          0      0        0   \n",
              "3               0         0          0          0      0        0   \n",
              "4               0         0          0          0      0        0   \n",
              "...           ...       ...        ...        ...    ...      ...   \n",
              "31648           0         0          0          0      0        0   \n",
              "31649           0         0          0          0      0        0   \n",
              "31650           0         0          0          0      0        0   \n",
              "31651           0         0          0          0      0        0   \n",
              "31652           0         0          0          0      0        0   \n",
              "\n",
              "       concentration  concept  conception  conceptual  concert  concerti  \\\n",
              "0                  0        0           0           0        0         0   \n",
              "1                  0        0           0           0        0         0   \n",
              "2                  0        0           0           0        0         0   \n",
              "3                  0        0           0           0        0         0   \n",
              "4                  0        0           0           0        0         0   \n",
              "...              ...      ...         ...         ...      ...       ...   \n",
              "31648              0        0           0           0        0         0   \n",
              "31649              0        0           0           0        0         0   \n",
              "31650              0        0           0           0        0         0   \n",
              "31651              0        0           0           0        0         0   \n",
              "31652              0        0           0           0        0         0   \n",
              "\n",
              "       concertos  concerts  conchita  concrete  concrmusic  condensation  \\\n",
              "0              0         0         0         0           0             0   \n",
              "1              0         0         0         0           0             0   \n",
              "2              0         0         0         0           0             0   \n",
              "3              0         0         0         0           0             0   \n",
              "4              0         0         0         0           0             0   \n",
              "...          ...       ...       ...       ...         ...           ...   \n",
              "31648          0         0         0         0           0             0   \n",
              "31649          0         0         0         0           0             0   \n",
              "31650          0         0         0         0           0             0   \n",
              "31651          0         0         0         0           0             0   \n",
              "31652          0         0         0         0           0             0   \n",
              "\n",
              "       condiciones  condiments  conditiones  conditioning  conditions  \\\n",
              "0                0           0            0             0           0   \n",
              "1                0           0            0             0           0   \n",
              "2                0           0            0             0           0   \n",
              "3                0           0            0             0           0   \n",
              "4                0           0            0             0           0   \n",
              "...            ...         ...          ...           ...         ...   \n",
              "31648            0           0            0             0           0   \n",
              "31649            0           0            0             0           0   \n",
              "31650            0           0            0             0           0   \n",
              "31651            0           0            0             0           0   \n",
              "31652            0           0            0             0           0   \n",
              "\n",
              "       condominiums  condor  condors  condos  conduct  conducting  conductors  \\\n",
              "0                 0       0        0       0        0           0           0   \n",
              "1                 0       0        0       0        0           0           0   \n",
              "2                 0       0        0       0        0           0           0   \n",
              "3                 0       0        0       0        0           0           0   \n",
              "4                 0       0        0       0        0           0           0   \n",
              "...             ...     ...      ...     ...      ...         ...         ...   \n",
              "31648             0       0        0       0        0           0           0   \n",
              "31649             0       0        0       0        0           0           0   \n",
              "31650             0       0        0       0        0           0           0   \n",
              "31651             0       0        0       0        0           0           0   \n",
              "31652             0       0        0       0        0           0           0   \n",
              "\n",
              "       conduit  confectionery  confederate  confederation  conference  \\\n",
              "0            0              0            0              0           0   \n",
              "1            0              0            0              0           0   \n",
              "2            0              0            0              0           0   \n",
              "3            0              0            0              0           0   \n",
              "4            0              0            0              0           0   \n",
              "...        ...            ...          ...            ...         ...   \n",
              "31648        0              0            0              0           0   \n",
              "31649        0              0            0              0           0   \n",
              "31650        0              0            0              0           0   \n",
              "31651        0              0            0              0           0   \n",
              "31652        0              0            0              0           0   \n",
              "\n",
              "       confession  confidence  confiscations  conflict  conformity  \\\n",
              "0               0           0              0         0           0   \n",
              "1               0           0              0         0           0   \n",
              "2               0           0              0         0           0   \n",
              "3               0           0              0         0           0   \n",
              "4               0           0              0         0           0   \n",
              "...           ...         ...            ...       ...         ...   \n",
              "31648           0           0              0         0           0   \n",
              "31649           0           0              0         0           0   \n",
              "31650           0           0              0         0           0   \n",
              "31651           0           0              0         0           0   \n",
              "31652           0           0              0         0           0   \n",
              "\n",
              "       confucianism  conga  congestion  congo  congregation  congress  \\\n",
              "0                 0      0           0      0             0         0   \n",
              "1                 0      0           0      0             0         0   \n",
              "2                 0      0           0      0             0         0   \n",
              "3                 0      0           0      0             0         0   \n",
              "4                 0      0           0      0             0         0   \n",
              "...             ...    ...         ...    ...           ...       ...   \n",
              "31648             0      0           0      0             0         0   \n",
              "31649             0      0           0      0             0         0   \n",
              "31650             0      0           0      0             0         0   \n",
              "31651             0      0           0      0             0         0   \n",
              "31652             0      0           0      0             0         0   \n",
              "\n",
              "       congresses  conifers  conjoined  conjunctions  conn  connecticut  \\\n",
              "0               0         0          0             0     0            0   \n",
              "1               0         0          0             0     0            0   \n",
              "2               0         0          0             0     0            0   \n",
              "3               0         0          0             0     0            0   \n",
              "4               0         0          0             0     0            0   \n",
              "...           ...       ...        ...           ...   ...          ...   \n",
              "31648           0         0          0             0     0            0   \n",
              "31649           0         0          0             0     0            0   \n",
              "31650           0         0          0             0     0            0   \n",
              "31651           0         0          0             0     0            0   \n",
              "31652           0         0          0             0     0            0   \n",
              "\n",
              "       connor  conover  conquerors  conquest  conrad  conroy  consciousness  \\\n",
              "0           0        0           0         0       0       0              0   \n",
              "1           0        0           0         0       0       0              0   \n",
              "2           0        0           0         0       0       0              0   \n",
              "3           0        0           0         0       0       0              0   \n",
              "4           0        0           0         0       0       0              0   \n",
              "...       ...      ...         ...       ...     ...     ...            ...   \n",
              "31648       0        0           0         0       0       0              0   \n",
              "31649       0        0           0         0       0       0              0   \n",
              "31650       0        0           0         0       0       0              0   \n",
              "31651       0        0           0         0       0       0              0   \n",
              "31652       0        0           0         0       0       0              0   \n",
              "\n",
              "       consent  conservancy  conservation  conservationists  conservatism  \\\n",
              "0            0            0             0                 0             0   \n",
              "1            0            0             0                 0             0   \n",
              "2            0            0             0                 0             0   \n",
              "3            0            0             0                 0             0   \n",
              "4            0            0             0                 0             0   \n",
              "...        ...          ...           ...               ...           ...   \n",
              "31648        0            0             0                 0             0   \n",
              "31649        0            0             0                 0             0   \n",
              "31650        0            0             0                 0             0   \n",
              "31651        0            0             0                 0             0   \n",
              "31652        0            0             0                 0             0   \n",
              "\n",
              "       consolation  consolidation  consonents  consort  conspiracies  \\\n",
              "0                0              0           0        0             0   \n",
              "1                0              0           0        0             0   \n",
              "2                0              0           0        0             0   \n",
              "3                0              0           0        0             0   \n",
              "4                0              0           0        0             0   \n",
              "...            ...            ...         ...      ...           ...   \n",
              "31648            0              0           0        0             0   \n",
              "31649            0              0           0        0             0   \n",
              "31650            0              0           0        0             0   \n",
              "31651            0              0           0        0             0   \n",
              "31652            0              0           0        0             0   \n",
              "\n",
              "       conspiracy  constantine  constellations  constitution  constitutional  \\\n",
              "0               0            0               0             0               0   \n",
              "1               0            0               0             0               0   \n",
              "2               0            0               0             0               0   \n",
              "3               0            0               0             0               0   \n",
              "4               0            0               0             0               0   \n",
              "...           ...          ...             ...           ...             ...   \n",
              "31648           0            0               0             0               0   \n",
              "31649           0            0               0             0               0   \n",
              "31650           0            0               0             0               0   \n",
              "31651           0            0               0             0               0   \n",
              "31652           0            0               0             0               0   \n",
              "\n",
              "       constrictor  construction  constructions  constructivism  consuelo  \\\n",
              "0                0             0              0               0         0   \n",
              "1                0             0              0               0         0   \n",
              "2                0             0              0               0         0   \n",
              "3                0             0              0               0         0   \n",
              "4                0             0              0               0         0   \n",
              "...            ...           ...            ...             ...       ...   \n",
              "31648            0             0              0               0         0   \n",
              "31649            0             0              0               0         0   \n",
              "31650            0             0              0               0         0   \n",
              "31651            0             0              0               0         0   \n",
              "31652            0             0              0               0         0   \n",
              "\n",
              "       consulate  consultants  consulting  consumer  consumers  consumption  \\\n",
              "0              0            0           0         0          0            0   \n",
              "1              0            0           0         0          0            0   \n",
              "2              0            0           0         0          0            0   \n",
              "3              0            0           0         0          0            0   \n",
              "4              0            0           0         0          0            0   \n",
              "...          ...          ...         ...       ...        ...          ...   \n",
              "31648          0            0           0         0          0            0   \n",
              "31649          0            0           0         0          0            0   \n",
              "31650          0            0           0         0          0            0   \n",
              "31651          0            0           0         0          0            0   \n",
              "31652          0            0           0         0          0            0   \n",
              "\n",
              "       contact  contagion  container  containers  contamination  \\\n",
              "0            0          0          0           0              0   \n",
              "1            0          0          0           0              0   \n",
              "2            0          0          0           0              0   \n",
              "3            0          0          0           0              0   \n",
              "4            0          0          0           0              0   \n",
              "...        ...        ...        ...         ...            ...   \n",
              "31648        0          0          0           0              0   \n",
              "31649        0          0          0           0              0   \n",
              "31650        0          0          0           0              0   \n",
              "31651        0          0          0           0              0   \n",
              "31652        0          0          0           0              0   \n",
              "\n",
              "       contemporaries  contemporary  content  contentment  contestants  \\\n",
              "0                   0             0        0            0            0   \n",
              "1                   0             0        0            0            0   \n",
              "2                   0             0        0            0            0   \n",
              "3                   0             0        0            0            0   \n",
              "4                   0             0        0            0            0   \n",
              "...               ...           ...      ...          ...          ...   \n",
              "31648               0             0        0            0            0   \n",
              "31649               0             0        0            0            0   \n",
              "31650               0             0        0            0            0   \n",
              "31651               0             0        0            0            0   \n",
              "31652               0             0        0            0            0   \n",
              "\n",
              "       contested  contests  context  continental  continents  continued  \\\n",
              "0              0         0        0            0           0          0   \n",
              "1              0         0        0            0           0          0   \n",
              "2              0         0        0            0           0          0   \n",
              "3              0         0        0            0           0          0   \n",
              "4              0         0        0            0           0          0   \n",
              "...          ...       ...      ...          ...         ...        ...   \n",
              "31648          0         0        0            0           0          0   \n",
              "31649          0         0        0            0           0          0   \n",
              "31650          0         0        0            0           0          0   \n",
              "31651          0         0        0            0           0          0   \n",
              "31652          0         0        0            0           0          0   \n",
              "\n",
              "       continuing  continuo  contra  contraceptives  contract  contracting  \\\n",
              "0               0         0       0               0         0            0   \n",
              "1               0         0       0               0         0            0   \n",
              "2               0         0       0               0         0            0   \n",
              "3               0         0       0               0         0            0   \n",
              "4               0         0       0               0         0            0   \n",
              "...           ...       ...     ...             ...       ...          ...   \n",
              "31648           0         0       0               0         0            0   \n",
              "31649           0         0       0               0         0            0   \n",
              "31650           0         0       0               0         0            0   \n",
              "31651           0         0       0               0         0            0   \n",
              "31652           0         0       0               0         0            0   \n",
              "\n",
              "       contractors  contraltos  contributions  control  controlled  \\\n",
              "0                0           0              0        0           0   \n",
              "1                0           0              0        0           0   \n",
              "2                0           0              0        0           0   \n",
              "3                0           0              0        0           0   \n",
              "4                0           0              0        0           0   \n",
              "...            ...         ...            ...      ...         ...   \n",
              "31648            0           0              0        0           0   \n",
              "31649            0           0              0        0           0   \n",
              "31650            0           0              0        0           0   \n",
              "31651            0           0              0        0           0   \n",
              "31652            0           0              0        0           0   \n",
              "\n",
              "       controllers  controversial  convalescent  convenience  convention  \\\n",
              "0                0              0             0            0           0   \n",
              "1                0              0             0            0           0   \n",
              "2                0              0             0            0           0   \n",
              "3                0              0             0            0           0   \n",
              "4                0              0             0            0           0   \n",
              "...            ...            ...           ...          ...         ...   \n",
              "31648            0              0             0            0           0   \n",
              "31649            0              0             0            0           0   \n",
              "31650            0              0             0            0           0   \n",
              "31651            0              0             0            0           0   \n",
              "31652            0              0             0            0           0   \n",
              "\n",
              "       conversation  conversations  conversion  converts  convicts  conway  \\\n",
              "0                 0              0           0         0         0       0   \n",
              "1                 0              0           0         0         0       0   \n",
              "2                 0              0           0         0         0       0   \n",
              "3                 0              0           0         0         0       0   \n",
              "4                 0              0           0         0         0       0   \n",
              "...             ...            ...         ...       ...       ...     ...   \n",
              "31648             0              0           0         0         0       0   \n",
              "31649             0              0           0         0         0       0   \n",
              "31650             0              0           0         0         0       0   \n",
              "31651             0              0           0         0         0       0   \n",
              "31652             0              0           0         0         0       0   \n",
              "\n",
              "       cook  cookbooks  cookery  cookies  cooking  cooks  cooley  coombs  \\\n",
              "0         0          0        0        0        0      0       0       0   \n",
              "1         0          0        0        0        0      0       0       0   \n",
              "2         0          0        0        0        0      0       0       0   \n",
              "3         0          0        0        0        0      0       0       0   \n",
              "4         0          0        0        0        0      0       0       0   \n",
              "...     ...        ...      ...      ...      ...    ...     ...     ...   \n",
              "31648     0          0        0        0        0      0       0       0   \n",
              "31649     0          0        0        0        0      0       0       0   \n",
              "31650     0          0        0        0        0      0       0       0   \n",
              "31651     0          0        0        0        0      0       0       0   \n",
              "31652     0          0        0        0        0      0       0       0   \n",
              "\n",
              "       cooper  cooperation  cooperative  cooperativeness  cooperman  cop  \\\n",
              "0           0            0            0                0          0    0   \n",
              "1           0            0            0                0          0    0   \n",
              "2           0            0            0                0          0    0   \n",
              "3           0            0            0                0          0    0   \n",
              "4           0            0            0                0          0    0   \n",
              "...       ...          ...          ...              ...        ...  ...   \n",
              "31648       0            0            0                0          0    0   \n",
              "31649       0            0            0                0          0    0   \n",
              "31650       0            0            0                0          0    0   \n",
              "31651       0            0            0                0          0    0   \n",
              "31652       0            0            0                0          0    0   \n",
              "\n",
              "       copeland  copenhagen  copernicus  copland  coplans  copper  coptic  \\\n",
              "0             0           0           0        0        0       0       0   \n",
              "1             0           0           0        0        0       0       0   \n",
              "2             0           0           0        0        0       0       0   \n",
              "3             0           0           0        0        0       0       0   \n",
              "4             0           0           0        0        0       0       0   \n",
              "...         ...         ...         ...      ...      ...     ...     ...   \n",
              "31648         0           0           0        0        0       0       0   \n",
              "31649         0           0           0        0        0       0       0   \n",
              "31650         0           0           0        0        0       0       0   \n",
              "31651         0           0           0        0        0       0       0   \n",
              "31652         0           0           0        0        0       0       0   \n",
              "\n",
              "       copy  copybooks  copyright  cora  coral  corals  corbett  corbitt  \\\n",
              "0         0          0          0     0      0       0        0        0   \n",
              "1         0          0          0     0      0       0        0        0   \n",
              "2         0          0          0     0      0       0        0        0   \n",
              "3         0          0          0     0      0       0        0        0   \n",
              "4         0          0          0     0      0       0        0        0   \n",
              "...     ...        ...        ...   ...    ...     ...      ...      ...   \n",
              "31648     0          0          0     0      0       0        0        0   \n",
              "31649     0          0          0     0      0       0        0        0   \n",
              "31650     0          0          0     0      0       0        0        0   \n",
              "31651     0          0          0     0      0       0        0        0   \n",
              "31652     0          0          0     0      0       0        0        0   \n",
              "\n",
              "       cord  corduroy  core  corelli  coretta  corfu  corinth  cork  corley  \\\n",
              "0         0         0     0        0        0      0        0     0       0   \n",
              "1         0         0     0        0        0      0        0     0       0   \n",
              "2         0         0     0        0        0      0        0     0       0   \n",
              "3         0         0     0        0        0      0        0     0       0   \n",
              "4         0         0     0        0        0      0        0     0       0   \n",
              "...     ...       ...   ...      ...      ...    ...      ...   ...     ...   \n",
              "31648     0         0     0        0        0      0        0     0       0   \n",
              "31649     0         0     0        0        0      0        0     0       0   \n",
              "31650     0         0     0        0        0      0        0     0       0   \n",
              "31651     0         0     0        0        0      0        0     0       0   \n",
              "31652     0         0     0        0        0      0        0     0       0   \n",
              "\n",
              "       cormac  cormier  corn  cornelia  cornelis  cornelius  cornell  corners  \\\n",
              "0           0        0     0         0         0          0        0        0   \n",
              "1           0        0     0         0         0          0        0        0   \n",
              "2           0        0     0         0         0          0        0        0   \n",
              "3           0        0     0         0         0          0        0        0   \n",
              "4           0        0     0         0         0          0        0        0   \n",
              "...       ...      ...   ...       ...       ...        ...      ...      ...   \n",
              "31648       0        0     0         0         0          0        0        0   \n",
              "31649       0        0     0         0         0          0        0        0   \n",
              "31650       0        0     0         0         0          0        0        0   \n",
              "31651       0        0     0         0         0          0        0        0   \n",
              "31652       0        0     0         0         0          0        0        0   \n",
              "\n",
              "       cornet  cornwall  coronado  coronary  coronation  coronations  corp  \\\n",
              "0           0         0         0         0           0            0     0   \n",
              "1           0         0         0         0           0            0     0   \n",
              "2           0         0         0         0           0            0     0   \n",
              "3           0         0         0         0           0            0     0   \n",
              "4           0         0         0         0           0            0     0   \n",
              "...       ...       ...       ...       ...         ...          ...   ...   \n",
              "31648       0         0         0         0           0            0     0   \n",
              "31649       0         0         0         0           0            0     0   \n",
              "31650       0         0         0         0           0            0     0   \n",
              "31651       0         0         0         0           0            0     0   \n",
              "31652       0         0         0         0           0            0     0   \n",
              "\n",
              "       corporate  corporation  corporations  corps  correctional  \\\n",
              "0              0            0             0      0             0   \n",
              "1              0            0             0      0             0   \n",
              "2              0            0             0      0             0   \n",
              "3              0            0             0      0             0   \n",
              "4              0            0             0      0             0   \n",
              "...          ...          ...           ...    ...           ...   \n",
              "31648          0            0             0      0             0   \n",
              "31649          0            0             0      0             0   \n",
              "31650          0            0             0      0             0   \n",
              "31651          0            0             0      0             0   \n",
              "31652          0            0             0      0             0   \n",
              "\n",
              "       corredpondents  correspondence  correspondents  corridor  corrie  \\\n",
              "0                   0               0               0         0       0   \n",
              "1                   0               0               0         0       0   \n",
              "2                   0               0               0         0       0   \n",
              "3                   0               0               0         0       0   \n",
              "4                   0               0               0         0       0   \n",
              "...               ...             ...             ...       ...     ...   \n",
              "31648               0               0               0         0       0   \n",
              "31649               0               0               0         0       0   \n",
              "31650               0               0               0         0       0   \n",
              "31651               0               0               0         0       0   \n",
              "31652               0               0               0         0       0   \n",
              "\n",
              "       corrupt  corruption  corsica  cort  corvallis  corvette  corvidae  \\\n",
              "0            0           0        0     0          0         0         0   \n",
              "1            0           0        0     0          0         0         0   \n",
              "2            0           0        0     0          0         0         0   \n",
              "3            0           0        0     0          0         0         0   \n",
              "4            0           0        0     0          0         0         0   \n",
              "...        ...         ...      ...   ...        ...       ...       ...   \n",
              "31648        0           0        0     0          0         0         0   \n",
              "31649        0           0        0     0          0         0         0   \n",
              "31650        0           0        0     0          0         0         0   \n",
              "31651        0           0        0     0          0         0         0   \n",
              "31652        0           0        0     0          0         0         0   \n",
              "\n",
              "       coryate  coryell  cosby  cosi  cosmetics  cosmogony  cosmological  \\\n",
              "0            0        0      0     0          0          0             0   \n",
              "1            0        0      0     0          0          0             0   \n",
              "2            0        0      0     0          0          0             0   \n",
              "3            0        0      0     0          0          0             0   \n",
              "4            0        0      0     0          0          0             0   \n",
              "...        ...      ...    ...   ...        ...        ...           ...   \n",
              "31648        0        0      0     0          0          0             0   \n",
              "31649        0        0      0     0          0          0             0   \n",
              "31650        0        0      0     0          0          0             0   \n",
              "31651        0        0      0     0          0          0             0   \n",
              "31652        0        0      0     0          0          0             0   \n",
              "\n",
              "       cosmology  cossacks  cost  costa  costello  costs  costume  cotswold  \\\n",
              "0              0         0     0      0         0      0        0         0   \n",
              "1              0         0     0      0         0      0        0         0   \n",
              "2              0         0     0      0         0      0        0         0   \n",
              "3              0         0     0      0         0      0        0         0   \n",
              "4              0         0     0      0         0      0        0         0   \n",
              "...          ...       ...   ...    ...       ...    ...      ...       ...   \n",
              "31648          0         0     0      0         0      0        0         0   \n",
              "31649          0         0     0      0         0      0        0         0   \n",
              "31650          0         0     0      0         0      0        0         0   \n",
              "31651          0         0     0      0         0      0        0         0   \n",
              "31652          0         0     0      0         0      0        0         0   \n",
              "\n",
              "       cottage  cottages  cotton  cottontails  coubertin  coucy  cougar  \\\n",
              "0            0         0       0            0          0      0       0   \n",
              "1            0         0       0            0          0      0       0   \n",
              "2            0         0       0            0          0      0       0   \n",
              "3            0         0       0            0          0      0       0   \n",
              "4            0         0       0            0          0      0       0   \n",
              "...        ...       ...     ...          ...        ...    ...     ...   \n",
              "31648        0         0       0            0          0      0       0   \n",
              "31649        0         0       0            0          0      0       0   \n",
              "31650        0         0       0            0          0      0       0   \n",
              "31651        0         0       0            0          0      0       0   \n",
              "31652        0         0       0            0          0      0       0   \n",
              "\n",
              "       coulee  councils  counsel  counseling  counselors  count  \\\n",
              "0           0         0        0           0           0      0   \n",
              "1           0         0        0           0           0      0   \n",
              "2           0         0        0           0           0      0   \n",
              "3           0         0        0           0           0      0   \n",
              "4           0         0        0           0           0      0   \n",
              "...       ...       ...      ...         ...         ...    ...   \n",
              "31648       0         0        0           0           0      0   \n",
              "31649       0         0        0           0           0      0   \n",
              "31650       0         0        0           0           0      0   \n",
              "31651       0         0        0           0           0      0   \n",
              "31652       0         0        0           0           0      0   \n",
              "\n",
              "       counterculture  counterfactuals  counterfeiting  counterfeits  \\\n",
              "0                   0                0               0             0   \n",
              "1                   0                0               0             0   \n",
              "2                   0                0               0             0   \n",
              "3                   0                0               0             0   \n",
              "4                   0                0               0             0   \n",
              "...               ...              ...             ...           ...   \n",
              "31648               0                0               0             0   \n",
              "31649               0                0               0             0   \n",
              "31650               0                0               0             0   \n",
              "31651               0                0               0             0   \n",
              "31652               0                0               0             0   \n",
              "\n",
              "       counterinsurgency  counterrevolutionaries  counterrevolutions  \\\n",
              "0                      0                       0                   0   \n",
              "1                      0                       0                   0   \n",
              "2                      0                       0                   0   \n",
              "3                      0                       0                   0   \n",
              "4                      0                       0                   0   \n",
              "...                  ...                     ...                 ...   \n",
              "31648                  0                       0                   0   \n",
              "31649                  0                       0                   0   \n",
              "31650                  0                       0                   0   \n",
              "31651                  0                       0                   0   \n",
              "31652                  0                       0                   0   \n",
              "\n",
              "       countess  countesses  counting  countries  country  county  coupland  \\\n",
              "0             0           0         0          0        0       0         0   \n",
              "1             0           0         0          0        0       0         0   \n",
              "2             0           0         0          0        0       0         0   \n",
              "3             0           0         0          0        0       0         0   \n",
              "4             0           0         0          0        0       0         0   \n",
              "...         ...         ...       ...        ...      ...     ...       ...   \n",
              "31648         0           0         0          0        0       0         0   \n",
              "31649         0           0         0          0        0       0         0   \n",
              "31650         0           0         0          0        0       0         0   \n",
              "31651         0           0         0          0        0       0         0   \n",
              "31652         0           0         0          0        0       0         0   \n",
              "\n",
              "       couples  coups  courage  couriers  course  courses  court  courtesans  \\\n",
              "0            0      0        0         0       0        0      0           0   \n",
              "1            0      0        0         0       0        0      0           0   \n",
              "2            0      0        0         0       0        0      0           0   \n",
              "3            0      0        0         0       0        0      0           0   \n",
              "4            0      0        0         0       0        0      0           0   \n",
              "...        ...    ...      ...       ...     ...      ...    ...         ...   \n",
              "31648        0      0        0         0       0        0      0           0   \n",
              "31649        0      0        0         0       0        0      0           0   \n",
              "31650        0      0        0         0       0        0      0           0   \n",
              "31651        0      0        0         0       0        0      0           0   \n",
              "31652        0      0        0         0       0        0      0           0   \n",
              "\n",
              "       courtesy  courtiers  courtney  courts  courtship  couscous  cousins  \\\n",
              "0             0          0         0       0          0         0        0   \n",
              "1             0          0         0       0          0         0        0   \n",
              "2             0          0         0       0          0         0        0   \n",
              "3             0          0         0       0          0         0        0   \n",
              "4             0          0         0       0          0         0        0   \n",
              "...         ...        ...       ...     ...        ...       ...      ...   \n",
              "31648         0          0         0       0          0         0        0   \n",
              "31649         0          0         0       0          0         0        0   \n",
              "31650         0          0         0       0          0         0        0   \n",
              "31651         0          0         0       0          0         0        0   \n",
              "31652         0          0         0       0          0         0        0   \n",
              "\n",
              "       coutts  coven  covenant  covens  coventry  cover  coverage  coverings  \\\n",
              "0           0      0         0       0         0      0         0          0   \n",
              "1           0      0         0       0         0      0         0          0   \n",
              "2           0      0         0       0         0      0         0          0   \n",
              "3           0      0         0       0         0      0         0          0   \n",
              "4           0      0         0       0         0      0         0          0   \n",
              "...       ...    ...       ...     ...       ...    ...       ...        ...   \n",
              "31648       0      0         0       0         0      0         0          0   \n",
              "31649       0      0         0       0         0      0         0          0   \n",
              "31650       0      0         0       0         0      0         0          0   \n",
              "31651       0      0         0       0         0      0         0          0   \n",
              "31652       0      0         0       0         0      0         0          0   \n",
              "\n",
              "       coverlets  covers  cowboys  cowell  cowgirl  cowgirls  cows  cox  \\\n",
              "0              0       0        0       0        0         0     0    0   \n",
              "1              0       0        0       0        0         0     0    0   \n",
              "2              0       0        0       0        0         0     0    0   \n",
              "3              0       0        0       0        0         0     0    0   \n",
              "4              0       0        0       0        0         0     0    0   \n",
              "...          ...     ...      ...     ...      ...       ...   ...  ...   \n",
              "31648          0       0        0       0        0         0     0    0   \n",
              "31649          0       0        0       0        0         0     0    0   \n",
              "31650          0       0        0       0        0         0     0    0   \n",
              "31651          0       0        0       0        0         0     0    0   \n",
              "31652          0       0        0       0        0         0     0    0   \n",
              "\n",
              "       coyne  coyote  cpr  crabs  crack  craft  crafts  craftsman  craig  \\\n",
              "0          0       0    0      0      0      0       0          0      0   \n",
              "1          0       0    0      0      0      0       0          0      0   \n",
              "2          0       0    0      0      0      0       0          0      0   \n",
              "3          0       0    0      0      0      0       0          0      0   \n",
              "4          0       0    0      0      0      0       0          0      0   \n",
              "...      ...     ...  ...    ...    ...    ...     ...        ...    ...   \n",
              "31648      0       0    0      0      0      0       0          0      0   \n",
              "31649      0       0    0      0      0      0       0          0      0   \n",
              "31650      0       0    0      0      0      0       0          0      0   \n",
              "31651      0       0    0      0      0      0       0          0      0   \n",
              "31652      0       0    0      0      0      0       0          0      0   \n",
              "\n",
              "       cram  crandell  crane  craniometry  crash  crawford  crayon  crayons  \\\n",
              "0         0         0      0            0      0         0       0        0   \n",
              "1         0         0      0            0      0         0       0        0   \n",
              "2         0         0      0            0      0         0       0        0   \n",
              "3         0         0      0            0      0         0       0        0   \n",
              "4         0         0      0            0      0         0       0        0   \n",
              "...     ...       ...    ...          ...    ...       ...     ...      ...   \n",
              "31648     0         0      0            0      0         0       0        0   \n",
              "31649     0         0      0            0      0         0       0        0   \n",
              "31650     0         0      0            0      0         0       0        0   \n",
              "31651     0         0      0            0      0         0       0        0   \n",
              "31652     0         0      0            0      0         0       0        0   \n",
              "\n",
              "       crazy  cream  creation  creationism  creative  credit  cree  creegan  \\\n",
              "0          0      0         0            0         0       0     0        0   \n",
              "1          0      0         0            0         0       0     0        0   \n",
              "2          0      0         0            0         0       0     0        0   \n",
              "3          0      0         0            0         0       0     0        0   \n",
              "4          0      0         0            0         0       0     0        0   \n",
              "...      ...    ...       ...          ...       ...     ...   ...      ...   \n",
              "31648      0      0         0            0         0       0     0        0   \n",
              "31649      0      0         0            0         0       0     0        0   \n",
              "31650      0      0         0            0         0       0     0        0   \n",
              "31651      0      0         0            0         0       0     0        0   \n",
              "31652      0      0         0            0         0       0     0        0   \n",
              "\n",
              "       creek  cremation  cremona  creole  creoles  crest  crests  creswicke  \\\n",
              "0          0          0        0       0        0      0       0          0   \n",
              "1          0          0        0       0        0      0       0          0   \n",
              "2          0          0        0       0        0      0       0          0   \n",
              "3          0          0        0       0        0      0       0          0   \n",
              "4          0          0        0       0        0      0       0          0   \n",
              "...      ...        ...      ...     ...      ...    ...     ...        ...   \n",
              "31648      0          0        0       0        0      0       0          0   \n",
              "31649      0          0        0       0        0      0       0          0   \n",
              "31650      0          0        0       0        0      0       0          0   \n",
              "31651      0          0        0       0        0      0       0          0   \n",
              "31652      0          0        0       0        0      0       0          0   \n",
              "\n",
              "       crete  creutzfeldt  crewelwork  cribbage  crichton  crickets  crime  \\\n",
              "0          0            0           0         0         0         0      0   \n",
              "1          0            0           0         0         0         0      0   \n",
              "2          0            0           0         0         0         0      0   \n",
              "3          0            0           0         0         0         0      0   \n",
              "4          0            0           0         0         0         0      0   \n",
              "...      ...          ...         ...       ...       ...       ...    ...   \n",
              "31648      0            0           0         0         0         0      0   \n",
              "31649      0            0           0         0         0         0      0   \n",
              "31650      0            0           0         0         0         0      0   \n",
              "31651      0            0           0         0         0         0      0   \n",
              "31652      0            0           0         0         0         0      0   \n",
              "\n",
              "       crimean  crimes  criminal  criminals  criminologists  criminology  \\\n",
              "0            0       0         0          0               0            0   \n",
              "1            0       0         0          0               0            0   \n",
              "2            0       0         0          0               0            0   \n",
              "3            0       0         0          0               0            0   \n",
              "4            0       0         0          0               0            0   \n",
              "...        ...     ...       ...        ...             ...          ...   \n",
              "31648        0       0         0          0               0            0   \n",
              "31649        0       0         0          0               0            0   \n",
              "31650        0       0         0          0               0            0   \n",
              "31651        0       0         0          0               0            0   \n",
              "31652        0       0         0          0               0            0   \n",
              "\n",
              "       crises  crisis  critical  critically  criticism  critics  critter  \\\n",
              "0           0       0         0           0          0        0        0   \n",
              "1           0       0         0           0          0        0        0   \n",
              "2           0       0         0           0          0        0        0   \n",
              "3           0       0         0           0          0        0        0   \n",
              "4           0       0         0           0          0        0        0   \n",
              "...       ...     ...       ...         ...        ...      ...      ...   \n",
              "31648       0       0         0           0          0        0        0   \n",
              "31649       0       0         0           0          0        0        0   \n",
              "31650       0       0         0           0          0        0        0   \n",
              "31651       0       0         0           0          0        0        0   \n",
              "31652       0       0         0           0          0        0        0   \n",
              "\n",
              "       croatia  croatian  crocheting  crockett  crocodile  crocodiles  \\\n",
              "0            0         0           0         0          0           0   \n",
              "1            0         0           0         0          0           0   \n",
              "2            0         0           0         0          0           0   \n",
              "3            0         0           0         0          0           0   \n",
              "4            0         0           0         0          0           0   \n",
              "...        ...       ...         ...       ...        ...         ...   \n",
              "31648        0         0           0         0          0           0   \n",
              "31649        0         0           0         0          0           0   \n",
              "31650        0         0           0         0          0           0   \n",
              "31651        0         0           0         0          0           0   \n",
              "31652        0         0           0         0          0           0   \n",
              "\n",
              "       crocodilians  crocodylidae  croft  crohns  crombie  cronauer  crop  \\\n",
              "0                 0             0      0       0        0         0     0   \n",
              "1                 0             0      0       0        0         0     0   \n",
              "2                 0             0      0       0        0         0     0   \n",
              "3                 0             0      0       0        0         0     0   \n",
              "4                 0             0      0       0        0         0     0   \n",
              "...             ...           ...    ...     ...      ...       ...   ...   \n",
              "31648             0             0      0       0        0         0     0   \n",
              "31649             0             0      0       0        0         0     0   \n",
              "31650             0             0      0       0        0         0     0   \n",
              "31651             0             0      0       0        0         0     0   \n",
              "31652             0             0      0       0        0         0     0   \n",
              "\n",
              "       crops  crosby  cross  crossroads  crossword  crow  crows  crucifixion  \\\n",
              "0          0       0      0           0          0     0      0            0   \n",
              "1          0       0      0           0          0     0      0            0   \n",
              "2          0       0      0           0          0     0      0            0   \n",
              "3          0       0      0           0          0     0      0            0   \n",
              "4          0       0      0           0          0     0      0            0   \n",
              "...      ...     ...    ...         ...        ...   ...    ...          ...   \n",
              "31648      0       0      0           0          0     0      0            0   \n",
              "31649      0       0      0           0          0     0      0            0   \n",
              "31650      0       0      0           0          0     0      0            0   \n",
              "31651      0       0      0           0          0     0      0            0   \n",
              "31652      0       0      0           0          0     0      0            0   \n",
              "\n",
              "       cruise  cruiser  crumrin  crusade  crusades  crustaceans  cruz  crying  \\\n",
              "0           0        0        0        0         0            0     0       0   \n",
              "1           0        0        0        0         0            0     0       0   \n",
              "2           0        0        0        0         0            0     0       0   \n",
              "3           0        0        0        0         0            0     0       0   \n",
              "4           0        0        0        0         0            0     0       0   \n",
              "...       ...      ...      ...      ...       ...          ...   ...     ...   \n",
              "31648       0        0        0        0         0            0     0       0   \n",
              "31649       0        0        0        0         0            0     0       0   \n",
              "31650       0        0        0        0         0            0     0       0   \n",
              "31651       0        0        0        0         0            0     0       0   \n",
              "31652       0        0        0        0         0            0     0       0   \n",
              "\n",
              "       cryonics  cryptographers  cryptography  cryptozoology  crystal  \\\n",
              "0             0               0             0              0        0   \n",
              "1             0               0             0              0        0   \n",
              "2             0               0             0              0        0   \n",
              "3             0               0             0              0        0   \n",
              "4             0               0             0              0        0   \n",
              "...         ...             ...           ...            ...      ...   \n",
              "31648         0               0             0              0        0   \n",
              "31649         0               0             0              0        0   \n",
              "31650         0               0             0              0        0   \n",
              "31651         0               0             0              0        0   \n",
              "31652         0               0             0              0        0   \n",
              "\n",
              "       crystallography  crystals  csi  ctor  cuba  cuban  cubans  cubic  cubs  \\\n",
              "0                    0         0    0     0     0      0       0      0     0   \n",
              "1                    0         0    0     0     0      0       0      0     0   \n",
              "2                    0         0    0     0     0      0       0      0     0   \n",
              "3                    0         0    0     0     0      0       0      0     0   \n",
              "4                    0         0    0     0     0      0       0      0     0   \n",
              "...                ...       ...  ...   ...   ...    ...     ...    ...   ...   \n",
              "31648                0         0    0     0     0      0       0      0     0   \n",
              "31649                0         0    0     0     0      0       0      0     0   \n",
              "31650                0         0    0     0     0      0       0      0     0   \n",
              "31651                0         0    0     0     0      0       0      0     0   \n",
              "31652                0         0    0     0     0      0       0      0     0   \n",
              "\n",
              "       cuentos  culinary  cullen  culloden  culpeper  cult  cultivated  \\\n",
              "0            0         0       0         0         0     0           0   \n",
              "1            0         0       0         0         0     0           0   \n",
              "2            0         0       0         0         0     0           0   \n",
              "3            0         0       0         0         0     0           0   \n",
              "4            0         0       0         0         0     0           0   \n",
              "...        ...       ...     ...       ...       ...   ...         ...   \n",
              "31648        0         0       0         0         0     0           0   \n",
              "31649        0         0       0         0         0     0           0   \n",
              "31650        0         0       0         0         0     0           0   \n",
              "31651        0         0       0         0         0     0           0   \n",
              "31652        0         0       0         0         0     0           0   \n",
              "\n",
              "       cultivation  cults  cultural  culture  cumberland  cuneiform  \\\n",
              "0                0      0         0        0           0          0   \n",
              "1                0      0         0        0           0          0   \n",
              "2                0      0         0        0           0          0   \n",
              "3                0      0         0        0           0          0   \n",
              "4                0      0         0        0           0          0   \n",
              "...            ...    ...       ...      ...         ...        ...   \n",
              "31648            0      0         0        0           0          0   \n",
              "31649            0      0         0        0           0          0   \n",
              "31650            0      0         0        0           0          0   \n",
              "31651            0      0         0        0           0          0   \n",
              "31652            0      0         0        0           0          0   \n",
              "\n",
              "       cunningham  cunxin  cup  cupid  cups  curators  curia  curie  \\\n",
              "0               0       0    0      0     0         0      0      0   \n",
              "1               0       0    0      0     0         0      0      0   \n",
              "2               0       0    0      0     0         0      0      0   \n",
              "3               0       0    0      0     0         0      0      0   \n",
              "4               0       0    0      0     0         0      0      0   \n",
              "...           ...     ...  ...    ...   ...       ...    ...    ...   \n",
              "31648           0       0    0      0     0         0      0      0   \n",
              "31649           0       0    0      0     0         0      0      0   \n",
              "31650           0       0    0      0     0         0      0      0   \n",
              "31651           0       0    0      0     0         0      0      0   \n",
              "31652           0       0    0      0     0         0      0      0   \n",
              "\n",
              "       curiosities  curious  curott  curragh  current  curricula  curriculum  \\\n",
              "0                0        0       0        0        0          0           0   \n",
              "1                0        0       0        0        0          0           0   \n",
              "2                0        0       0        0        0          0           0   \n",
              "3                0        0       0        0        0          0           0   \n",
              "4                0        0       0        0        0          0           0   \n",
              "...            ...      ...     ...      ...      ...        ...         ...   \n",
              "31648            0        0       0        0        0          0           0   \n",
              "31649            0        0       0        0        0          0           0   \n",
              "31650            0        0       0        0        0          0           0   \n",
              "31651            0        0       0        0        0          0           0   \n",
              "31652            0        0       0        0        0          0           0   \n",
              "\n",
              "       currier  cursing  curteman  curtis  cushions  cushman  custer  custody  \\\n",
              "0            0        0         0       0         0        0       0        0   \n",
              "1            0        0         0       0         0        0       0        0   \n",
              "2            0        0         0       0         0        0       0        0   \n",
              "3            0        0         0       0         0        0       0        0   \n",
              "4            0        0         0       0         0        0       0        0   \n",
              "...        ...      ...       ...     ...       ...      ...     ...      ...   \n",
              "31648        0        0         0       0         0        0       0        0   \n",
              "31649        0        0         0       0         0        0       0        0   \n",
              "31650        0        0         0       0         0        0       0        0   \n",
              "31651        0        0         0       0         0        0       0        0   \n",
              "31652        0        0         0       0         0        0       0        0   \n",
              "\n",
              "       customer  customers  customhouses  customizing  customs  cut  cutters  \\\n",
              "0             0          0             0            0        0    0        0   \n",
              "1             0          0             0            0        0    0        0   \n",
              "2             0          0             0            0        2    0        0   \n",
              "3             0          0             0            0        0    0        0   \n",
              "4             0          0             0            0        0    0        0   \n",
              "...         ...        ...           ...          ...      ...  ...      ...   \n",
              "31648         0          0             0            0        0    0        0   \n",
              "31649         0          0             0            0        0    0        0   \n",
              "31650         0          0             0            0        0    0        0   \n",
              "31651         0          0             0            0        0    0        0   \n",
              "31652         0          0             0            0        0    0        0   \n",
              "\n",
              "       cutting  cuttlefish  cvn  cybernetics  cyberspace  cyborgs  cyclamen  \\\n",
              "0            0           0    0            0           0        0         0   \n",
              "1            0           0    0            0           0        0         0   \n",
              "2            0           0    0            0           0        0         0   \n",
              "3            0           0    0            0           0        0         0   \n",
              "4            0           0    0            0           0        0         0   \n",
              "...        ...         ...  ...          ...         ...      ...       ...   \n",
              "31648        0           0    0            0           0        0         0   \n",
              "31649        0           0    0            0           0        0         0   \n",
              "31650        0           0    0            0           0        0         0   \n",
              "31651        0           0    0            0           0        0         0   \n",
              "31652        0           0    0            0           0        0         0   \n",
              "\n",
              "       cycle  cycles  cycling  cyclists  cyclone  cyclooxygenase  cydonia  \\\n",
              "0          0       0        0         0        0               0        0   \n",
              "1          0       0        0         0        0               0        0   \n",
              "2          0       0        0         0        0               0        0   \n",
              "3          0       0        0         0        0               0        0   \n",
              "4          0       0        0         0        0               0        0   \n",
              "...      ...     ...      ...       ...      ...             ...      ...   \n",
              "31648      0       0        0         0        0               0        0   \n",
              "31649      0       0        0         0        0               0        0   \n",
              "31650      0       0        0         0        0               0        0   \n",
              "31651      0       0        0         0        0               0        0   \n",
              "31652      0       0        0         0        0               0        0   \n",
              "\n",
              "       cynster  cynthia  cypress  cyprus  cyr  cyteen  czar  czech  \\\n",
              "0            0        0        0       0    0       0     0      0   \n",
              "1            0        0        0       0    0       0     0      0   \n",
              "2            0        0        0       0    0       0     0      0   \n",
              "3            0        0        0       0    0       0     0      0   \n",
              "4            0        0        0       0    0       0     0      0   \n",
              "...        ...      ...      ...     ...  ...     ...   ...    ...   \n",
              "31648        0        0        0       0    0       0     0      0   \n",
              "31649        0        0        0       0    0       0     0      0   \n",
              "31650        0        0        0       0    0       0     0      0   \n",
              "31651        0        0        0       0    0       0     0      0   \n",
              "31652        0        0        0       0    0       0     0      0   \n",
              "\n",
              "       czechoslovakia  czeslaw  da  dachshunds  dacies  dadaism  daffy  dahl  \\\n",
              "0                   0        0   0           0       0        0      0     0   \n",
              "1                   0        0   0           0       0        0      0     0   \n",
              "2                   0        0   0           0       0        0      0     0   \n",
              "3                   0        0   0           0       0        0      0     0   \n",
              "4                   0        0   0           0       0        0      0     0   \n",
              "...               ...      ...  ..         ...     ...      ...    ...   ...   \n",
              "31648               0        0   0           0       0        0      0     0   \n",
              "31649               0        0   0           0       0        0      0     0   \n",
              "31650               0        0   0           0       0        0      0     0   \n",
              "31651               0        0   0           0       0        0      0     0   \n",
              "31652               0        0   0           0       0        0      0     0   \n",
              "\n",
              "       dahlby  daimyo  dairy  dairying  daisies  daisy  dakota  dal  dalai  \\\n",
              "0           0       0      0         0        0      0       0    0      0   \n",
              "1           0       0      0         0        0      0       0    0      0   \n",
              "2           0       0      0         0        0      0       0    0      0   \n",
              "3           0       0      0         0        0      0       0    0      0   \n",
              "4           0       0      0         0        0      0       0    0      0   \n",
              "...       ...     ...    ...       ...      ...    ...     ...  ...    ...   \n",
              "31648       0       0      0         0        0      0       0    0      0   \n",
              "31649       0       0      0         0        0      0       0    0      0   \n",
              "31650       0       0      0         0        0      0       0    0      0   \n",
              "31651       0       0      0         0        0      0       0    0      0   \n",
              "31652       0       0      0         0        0      0       0    0      0   \n",
              "\n",
              "       dale  dales  daley  dalgliesh  dallas  dalmatian  dalmation  dalrymple  \\\n",
              "0         0      0      0          0       0          0          0          0   \n",
              "1         0      0      0          0       0          0          0          0   \n",
              "2         0      0      0          0       0          0          0          0   \n",
              "3         0      0      0          0       0          0          0          0   \n",
              "4         0      0      0          0       0          0          0          0   \n",
              "...     ...    ...    ...        ...     ...        ...        ...        ...   \n",
              "31648     0      0      0          0       0          0          0          0   \n",
              "31649     0      0      0          0       0          0          0          0   \n",
              "31650     0      0      0          0       0          0          0          0   \n",
              "31651     0      0      0          0       0          0          0          0   \n",
              "31652     0      0      0          0       0          0          0          0   \n",
              "\n",
              "       dalton  daly  dalziel  dam  damaged  damages  dame  damer  damien  \\\n",
              "0           0     0        0    0        0        0     0      0       0   \n",
              "1           0     0        0    0        0        0     0      0       0   \n",
              "2           0     0        0    0        0        0     0      0       0   \n",
              "3           0     0        0    0        0        0     0      0       0   \n",
              "4           0     0        0    0        0        0     0      0       0   \n",
              "...       ...   ...      ...  ...      ...      ...   ...    ...     ...   \n",
              "31648       0     0        0    0        0        0     0      0       0   \n",
              "31649       0     0        0    0        0        0     0      0       0   \n",
              "31650       0     0        0    0        0        0     0      0       0   \n",
              "31651       0     0        0    0        0        0     0      0       0   \n",
              "31652       0     0        0    0        0        0     0      0       0   \n",
              "\n",
              "       dams  dan  danaus  dance  dancers  dances  dancing  dandelions  \\\n",
              "0         0    0       0      0        0       0        0           0   \n",
              "1         0    0       0      0        0       0        0           0   \n",
              "2         0    0       0      0        0       0        0           0   \n",
              "3         0    0       0      0        0       0        0           0   \n",
              "4         0    0       0      0        0       0        0           0   \n",
              "...     ...  ...     ...    ...      ...     ...      ...         ...   \n",
              "31648     0    0       0      0        0       0        0           0   \n",
              "31649     0    0       0      0        0       0        0           0   \n",
              "31650     0    0       0      0        0       0        0           0   \n",
              "31651     0    0       0      0        0       0        0           0   \n",
              "31652     0    0       0      0        0       0        0           0   \n",
              "\n",
              "       dandridge  dane  dangerfield  dangerous  dangerously  daniel  danielle  \\\n",
              "0              0     0            0          0            0       0         0   \n",
              "1              0     0            0          0            0       0         0   \n",
              "2              0     0            0          0            0       0         0   \n",
              "3              0     0            0          0            0       0         0   \n",
              "4              0     0            0          0            0       0         0   \n",
              "...          ...   ...          ...        ...          ...     ...       ...   \n",
              "31648          0     0            0          0            0       0         0   \n",
              "31649          0     0            0          0            0       0         0   \n",
              "31650          0     0            0          0            0       0         0   \n",
              "31651          0     0            0          0            0       0         0   \n",
              "31652          0     0            0          0            0       0         0   \n",
              "\n",
              "       daniels  danish  danny  dante  danton  dao  daphne  daquarium  darby  \\\n",
              "0            0       0      0      0       0    0       0          0      0   \n",
              "1            0       0      0      0       0    0       0          0      0   \n",
              "2            0       0      0      0       0    0       0          0      0   \n",
              "3            0       0      0      0       0    0       0          0      0   \n",
              "4            0       0      0      0       0    0       0          0      0   \n",
              "...        ...     ...    ...    ...     ...  ...     ...        ...    ...   \n",
              "31648        0       0      0      0       0    0       0          0      0   \n",
              "31649        0       0      0      0       0    0       0          0      0   \n",
              "31650        0       0      0      0       0    0       0          0      0   \n",
              "31651        0       0      0      0       0    0       0          0      0   \n",
              "31652        0       0      0      0       0    0       0          0      0   \n",
              "\n",
              "       darci  darcy  daredevil  daredevils  darien  darina  darius  dark  \\\n",
              "0          0      0          0           0       0       0       0     0   \n",
              "1          0      0          0           0       0       0       0     0   \n",
              "2          0      0          0           0       0       0       0     0   \n",
              "3          0      0          0           0       0       0       0     0   \n",
              "4          0      0          0           0       0       0       0     0   \n",
              "...      ...    ...        ...         ...     ...     ...     ...   ...   \n",
              "31648      0      0          0           0       0       0       0     0   \n",
              "31649      0      0          0           0       0       0       0     0   \n",
              "31650      0      0          0           0       0       0       0     0   \n",
              "31651      0      0          0           0       0       0       0     0   \n",
              "31652      0      0          0           0       0       0       0     0   \n",
              "\n",
              "       darkover  darling  darrington  darrow  darth  dartmoor  darwin  \\\n",
              "0             0        0           0       0      0         0       0   \n",
              "1             0        0           0       0      0         0       0   \n",
              "2             0        0           0       0      0         0       0   \n",
              "3             0        0           0       0      0         0       0   \n",
              "4             0        0           0       0      0         0       0   \n",
              "...         ...      ...         ...     ...    ...       ...     ...   \n",
              "31648         0        0           0       0      0         0       0   \n",
              "31649         0        0           0       0      0         0       0   \n",
              "31650         0        0           0       0      0         0       0   \n",
              "31651         0        0           0       0      0         0       0   \n",
              "31652         0        0           0       0      0         0       0   \n",
              "\n",
              "       dashiell  data  database  databases  dating  datsun  daughter  \\\n",
              "0             0     0         0          0       0       0         0   \n",
              "1             0     0         0          0       0       0         0   \n",
              "2             0     0         0          0       0       0         0   \n",
              "3             0     0         0          0       0       0         0   \n",
              "4             0     0         0          0       0       0         0   \n",
              "...         ...   ...       ...        ...     ...     ...       ...   \n",
              "31648         0     0         0          0       0       0         0   \n",
              "31649         0     0         0          0       0       0         0   \n",
              "31650         0     0         0          0       0       0         0   \n",
              "31651         0     0         0          0       0       0         0   \n",
              "31652         0     0         0          0       0       0         0   \n",
              "\n",
              "       daughters  dave  davenport  david  davidian  davidians  davidman  \\\n",
              "0              0     0          0      0         0          0         0   \n",
              "1              0     0          0      0         0          0         0   \n",
              "2              0     0          0      0         0          0         0   \n",
              "3              0     0          0      0         0          0         0   \n",
              "4              0     0          0      0         0          0         0   \n",
              "...          ...   ...        ...    ...       ...        ...       ...   \n",
              "31648          0     0          0      0         0          0         0   \n",
              "31649          0     0          0      0         0          0         0   \n",
              "31650          0     0          0      0         0          0         0   \n",
              "31651          0     0          0      0         0          0         0   \n",
              "31652          0     0          0      0         0          0         0   \n",
              "\n",
              "       davidson  davis  davy  dawna  day  days  dayton  dazai  dc  de  dead  \\\n",
              "0             0      0     0      0    0     0       0      0   0   0     0   \n",
              "1             0      0     0      0    0     0       0      0   0   0     0   \n",
              "2             0      0     0      0    0     0       0      0   0   3     0   \n",
              "3             0      0     0      0    0     0       0      0   0   0     0   \n",
              "4             0      0     0      0    0     0       0      0   0   0     0   \n",
              "...         ...    ...   ...    ...  ...   ...     ...    ...  ..  ..   ...   \n",
              "31648         0      0     0      0    0     0       0      0   0   0     0   \n",
              "31649         0      0     0      0    0     0       0      0   0   0     0   \n",
              "31650         0      0     0      0    0     0       0      0   0   0     0   \n",
              "31651         0      0     0      0    0     0       0      0   0   0     0   \n",
              "31652         0      0     0      0    0     0       0      0   0   0     0   \n",
              "\n",
              "       deadheads  deadly  deadwood  deaf  deafblind  deafness  deal  dealers  \\\n",
              "0              0       0         0     0          0         0     0        0   \n",
              "1              0       0         0     0          0         0     0        0   \n",
              "2              0       0         0     0          0         0     0        0   \n",
              "3              0       0         0     0          0         0     0        0   \n",
              "4              0       0         0     0          0         0     0        0   \n",
              "...          ...     ...       ...   ...        ...       ...   ...      ...   \n",
              "31648          0       0         0     0          0         0     0        0   \n",
              "31649          0       0         0     0          0         0     0        0   \n",
              "31650          0       0         0     0          0         0     0        0   \n",
              "31651          0       0         0     0          0         0     0        0   \n",
              "31652          0       0         0     0          0         0     0        0   \n",
              "\n",
              "       dean  deann  death  deathstalker  deaver  debbie  deborah  debs  debt  \\\n",
              "0         0      0      0             0       0       0        0     0     0   \n",
              "1         0      0      0             0       0       0        0     0     0   \n",
              "2         0      0      0             0       0       0        0     0     0   \n",
              "3         0      0      0             0       0       0        0     0     0   \n",
              "4         0      0      0             0       0       0        0     0     0   \n",
              "...     ...    ...    ...           ...     ...     ...      ...   ...   ...   \n",
              "31648     0      0      0             0       0       0        0     0     0   \n",
              "31649     0      0      0             0       0       0        0     0     0   \n",
              "31650     0      0      0             0       0       0        0     0     0   \n",
              "31651     0      0      0             0       0       0        0     0     0   \n",
              "31652     0      0      0             0       0       0        0     0     0   \n",
              "\n",
              "       debts  debutantes  decade  decalcomania  decarava  decedents  \\\n",
              "0          0           0       0             0         0          0   \n",
              "1          0           0       0             0         0          0   \n",
              "2          0           0       0             0         0          0   \n",
              "3          0           0       0             0         0          0   \n",
              "4          0           0       0             0         0          0   \n",
              "...      ...         ...     ...           ...       ...        ...   \n",
              "31648      0           0       0             0         0          0   \n",
              "31649      0           0       0             0         0          0   \n",
              "31650      0           0       0             0         0          0   \n",
              "31651      0           0       0             0         0          0   \n",
              "31652      0           0       0             0         0          0   \n",
              "\n",
              "       deception  decimal  decision  decius  decker  decks  declaration  deco  \\\n",
              "0              0        0         0       0       0      0            0     0   \n",
              "1              0        0         0       0       0      0            0     0   \n",
              "2              0        0         0       0       0      0            0     0   \n",
              "3              0        0         0       0       0      0            0     0   \n",
              "4              0        0         0       0       0      0            0     0   \n",
              "...          ...      ...       ...     ...     ...    ...          ...   ...   \n",
              "31648          0        0         0       0       0      0            0     0   \n",
              "31649          0        0         0       0       0      0            0     0   \n",
              "31650          0        0         0       0       0      0            0     0   \n",
              "31651          0        0         0       0       0      0            0     0   \n",
              "31652          0        0         0       0       0      0            0     0   \n",
              "\n",
              "       deconstructivism  decontamination  decorating  decoration  decorations  \\\n",
              "0                     0                0           0           0            0   \n",
              "1                     0                0           0           0            0   \n",
              "2                     0                0           0           0            0   \n",
              "3                     0                0           0           0            0   \n",
              "4                     0                0           0           0            0   \n",
              "...                 ...              ...         ...         ...          ...   \n",
              "31648                 0                0           0           0            0   \n",
              "31649                 0                0           0           0            0   \n",
              "31650                 0                0           0           0            0   \n",
              "31651                 0                0           0           0            0   \n",
              "31652                 0                0           0           0            0   \n",
              "\n",
              "       decorative  decorators  decoupage  deductions  dee  deep  deer  \\\n",
              "0               0           0          0           0    0     0     0   \n",
              "1               0           0          0           0    0     0     0   \n",
              "2               0           0          0           0    0     0     0   \n",
              "3               0           0          0           0    0     0     0   \n",
              "4               0           0          0           0    0     0     0   \n",
              "...           ...         ...        ...         ...  ...   ...   ...   \n",
              "31648           0           0          0           0    0     0     0   \n",
              "31649           0           0          0           0    0     0     0   \n",
              "31650           0           0          0           0    0     0     0   \n",
              "31651           0           0          0           0    0     0     0   \n",
              "31652           0           0          0           0    0     0     0   \n",
              "\n",
              "       deerfield  deets  defeating  defecation  defectors  defects  defense  \\\n",
              "0              0      0          0           0          0        0        0   \n",
              "1              0      0          0           0          0        0        0   \n",
              "2              0      0          0           0          0        0        0   \n",
              "3              0      0          0           0          0        0        0   \n",
              "4              0      0          0           0          0        0        0   \n",
              "...          ...    ...        ...         ...        ...      ...      ...   \n",
              "31648          0      0          0           0          0        0        0   \n",
              "31649          0      0          0           0          0        0        0   \n",
              "31650          0      0          0           0          0        0        0   \n",
              "31651          0      0          0           0          0        0        0   \n",
              "31652          0      0          0           0          0        0        0   \n",
              "\n",
              "       defenses  deferred  deficiency  deficit  deficits  deforestation  \\\n",
              "0             0         0           0        0         0              0   \n",
              "1             0         0           0        0         0              0   \n",
              "2             0         0           0        0         0              0   \n",
              "3             0         0           0        0         0              0   \n",
              "4             0         0           0        0         0              0   \n",
              "...         ...       ...         ...      ...       ...            ...   \n",
              "31648         0         0           0        0         0              0   \n",
              "31649         0         0           0        0         0              0   \n",
              "31650         0         0           0        0         0              0   \n",
              "31651         0         0           0        0         0              0   \n",
              "31652         0         0           0        0         0              0   \n",
              "\n",
              "       degas  degradation  dehuai  dei  deigo  deinonychus  deity  dejah  \\\n",
              "0          0            0       0    0      0            0      0      0   \n",
              "1          0            0       0    0      0            0      0      0   \n",
              "2          0            0       0    0      0            0      0      0   \n",
              "3          0            0       0    0      0            0      0      0   \n",
              "4          0            0       0    0      0            0      0      0   \n",
              "...      ...          ...     ...  ...    ...          ...    ...    ...   \n",
              "31648      0            0       0    0      0            0      0      0   \n",
              "31649      0            0       0    0      0            0      0      0   \n",
              "31650      0            0       0    0      0            0      0      0   \n",
              "31651      0            0       0    0      0            0      0      0   \n",
              "31652      0            0       0    0      0            0      0      0   \n",
              "\n",
              "       dejong  del  delaney  delano  delany  delaware  deleeuw  deleo  delhi  \\\n",
              "0           0    0        0       0       0         0        0      0      0   \n",
              "1           0    0        0       0       0         0        0      0      0   \n",
              "2           0    0        0       0       0         0        0      0      0   \n",
              "3           0    0        0       0       0         0        0      0      0   \n",
              "4           0    0        0       0       0         0        0      0      0   \n",
              "...       ...  ...      ...     ...     ...       ...      ...    ...    ...   \n",
              "31648       0    0        0       0       0         0        0      0      0   \n",
              "31649       0    0        0       0       0         0        0      0      0   \n",
              "31650       0    0        0       0       0         0        0      0      0   \n",
              "31651       0    0        0       0       0         0        0      0      0   \n",
              "31652       0    0        0       0       0         0        0      0      0   \n",
              "\n",
              "       delicatessens  delinquency  delinquents  delivery  della  delores  \\\n",
              "0                  0            0            0         0      0        0   \n",
              "1                  0            0            0         0      0        0   \n",
              "2                  0            0            0         0      0        0   \n",
              "3                  0            0            0         0      0        0   \n",
              "4                  0            0            0         0      0        0   \n",
              "...              ...          ...          ...       ...    ...      ...   \n",
              "31648              0            0            0         0      0        0   \n",
              "31649              0            0            0         0      0        0   \n",
              "31650              0            0            0         0      0        0   \n",
              "31651              0            0            0         0      0        0   \n",
              "31652              0            0            0         0      0        0   \n",
              "\n",
              "       delta  deluge  demarkian  dementia  democr  democracy  democratic  \\\n",
              "0          0       0          0         0       0          0           0   \n",
              "1          0       0          0         0       0          0           0   \n",
              "2          0       0          0         0       0          0           0   \n",
              "3          0       0          0         0       0          0           0   \n",
              "4          0       0          0         0       0          0           0   \n",
              "...      ...     ...        ...       ...     ...        ...         ...   \n",
              "31648      0       0          0         0       0          0           0   \n",
              "31649      0       0          0         0       0          0           0   \n",
              "31650      0       0          0         0       0          0           0   \n",
              "31651      0       0          0         0       0          0           0   \n",
              "31652      0       0          0         0       0          0           0   \n",
              "\n",
              "       democratization  demographic  demography  demoniac  demonology  \\\n",
              "0                    0            0           0         0           0   \n",
              "1                    0            0           0         0           0   \n",
              "2                    0            0           0         0           0   \n",
              "3                    0            0           0         0           0   \n",
              "4                    0            0           0         0           0   \n",
              "...                ...          ...         ...       ...         ...   \n",
              "31648                0            0           0         0           0   \n",
              "31649                0            0           0         0           0   \n",
              "31650                0            0           0         0           0   \n",
              "31651                0            0           0         0           0   \n",
              "31652                0            0           0         0           0   \n",
              "\n",
              "       demonstrations  denali  deng  denial  denice  denis  denise  denmark  \\\n",
              "0                   0       0     0       0       0      0       0        0   \n",
              "1                   0       0     0       0       0      0       0        0   \n",
              "2                   0       0     0       0       0      0       0        0   \n",
              "3                   0       0     0       0       0      0       0        0   \n",
              "4                   0       0     0       0       0      0       0        0   \n",
              "...               ...     ...   ...     ...     ...    ...     ...      ...   \n",
              "31648               0       0     0       0       0      0       0        0   \n",
              "31649               0       0     0       0       0      0       0        0   \n",
              "31650               0       0     0       0       0      0       0        0   \n",
              "31651               0       0     0       0       0      0       0        0   \n",
              "31652               0       0     0       0       0      0       0        0   \n",
              "\n",
              "       dennis  denny  dent  dental  dentistry  dentists  denton  denver  deo  \\\n",
              "0           0      0     0       0          0         0       0       0    0   \n",
              "1           0      0     0       0          0         0       0       0    0   \n",
              "2           0      0     0       0          0         0       0       0    0   \n",
              "3           0      0     0       0          0         0       0       0    0   \n",
              "4           0      0     0       0          0         0       0       0    0   \n",
              "...       ...    ...   ...     ...        ...       ...     ...     ...  ...   \n",
              "31648       0      0     0       0          0         0       0       0    0   \n",
              "31649       0      0     0       0          0         0       0       0    0   \n",
              "31650       0      0     0       0          0         0       0       0    0   \n",
              "31651       0      0     0       0          0         0       0       0    0   \n",
              "31652       0      0     0       0          0         0       0       0    0   \n",
              "\n",
              "       depaola  department  departments  dependency  dependent  depressed  \\\n",
              "0            0           0            0           0          0          0   \n",
              "1            0           0            0           0          0          0   \n",
              "2            0           0            0           0          0          0   \n",
              "3            0           0            0           0          0          0   \n",
              "4            0           0            0           0          0          0   \n",
              "...        ...         ...          ...         ...        ...        ...   \n",
              "31648        0           0            0           0          0          0   \n",
              "31649        0           0            0           0          0          0   \n",
              "31650        0           0            0           0          0          0   \n",
              "31651        0           0            0           0          0          0   \n",
              "31652        0           0            0           0          0          0   \n",
              "\n",
              "       depression  depressions  depressive  deprivation  dept  der  derbies  \\\n",
              "0               0            0           0            0     0    0        0   \n",
              "1               0            0           0            0     0    0        0   \n",
              "2               0            0           0            0     0    0        0   \n",
              "3               0            0           0            0     0    0        0   \n",
              "4               0            0           0            0     0    0        0   \n",
              "...           ...          ...         ...          ...   ...  ...      ...   \n",
              "31648           0            0           0            0     0    0        0   \n",
              "31649           0            0           0            0     0    0        0   \n",
              "31650           0            0           0            0     0    0        0   \n",
              "31651           0            0           0            0     0    0        0   \n",
              "31652           0            0           0            0     0    0        0   \n",
              "\n",
              "       derbyshire  derek  derivative  dermatologists  dermot  derry  dervla  \\\n",
              "0               0      0           0               0       0      0       0   \n",
              "1               0      0           0               0       0      0       0   \n",
              "2               0      0           0               0       0      0       0   \n",
              "3               0      0           0               0       0      0       0   \n",
              "4               0      0           0               0       0      0       0   \n",
              "...           ...    ...         ...             ...     ...    ...     ...   \n",
              "31648           0      0           0               0       0      0       0   \n",
              "31649           0      0           0               0       0      0       0   \n",
              "31650           0      0           0               0       0      0       0   \n",
              "31651           0      0           0               0       0      0       0   \n",
              "31652           0      0           0               0       0      0       0   \n",
              "\n",
              "       des  desalvo  descartes  descent  description  descriptions  desdemona  \\\n",
              "0        0        0          0        0            0             0          0   \n",
              "1        0        0          0        0            0             0          0   \n",
              "2        0        0          0        0            0             0          0   \n",
              "3        0        0          0        0            0             0          0   \n",
              "4        0        0          0        0            0             0          0   \n",
              "...    ...      ...        ...      ...          ...           ...        ...   \n",
              "31648    0        0          0        0            0             0          0   \n",
              "31649    0        0          0        0            0             0          0   \n",
              "31650    0        0          0        0            0             0          0   \n",
              "31651    0        0          0        0            0             0          0   \n",
              "31652    0        0          0        0            0             0          0   \n",
              "\n",
              "       desensitization  desert  desertion  deserts  desiderius  design  \\\n",
              "0                    0       0          0        0           0       0   \n",
              "1                    0       0          0        0           0       0   \n",
              "2                    0       0          0        0           0       0   \n",
              "3                    0       0          0        0           0       0   \n",
              "4                    0       0          0        0           0       0   \n",
              "...                ...     ...        ...      ...         ...     ...   \n",
              "31648                0       0          0        0           0       0   \n",
              "31649                0       0          0        0           0       0   \n",
              "31650                0       0          0        0           0       0   \n",
              "31651                0       0          0        0           0       0   \n",
              "31652                0       0          0        0           0       0   \n",
              "\n",
              "       designate  designed  designer  designers  designs  desire  desiree  \\\n",
              "0              0         0         0          0        0       0        0   \n",
              "1              0         0         0          0        0       0        0   \n",
              "2              0         0         0          0        0       0        0   \n",
              "3              0         0         0          0        0       0        0   \n",
              "4              0         0         0          0        0       0        0   \n",
              "...          ...       ...       ...        ...      ...     ...      ...   \n",
              "31648          0         0         0          0        0       0        0   \n",
              "31649          0         0         0          0        0       0        0   \n",
              "31650          0         0         0          0        0       0        0   \n",
              "31651          0         0         0          0        0       0        0   \n",
              "31652          0         0         0          0        0       0        0   \n",
              "\n",
              "       desktop  desmond  despotism  desserts  destruction  destructive  \\\n",
              "0            0        0          0         0            0            0   \n",
              "1            0        0          0         0            0            0   \n",
              "2            0        0          0         0            0            0   \n",
              "3            0        0          0         0            0            0   \n",
              "4            0        0          0         0            0            0   \n",
              "...        ...      ...        ...       ...          ...          ...   \n",
              "31648        0        0          0         0            0            0   \n",
              "31649        0        0          0         0            0            0   \n",
              "31650        0        0          0         0            0            0   \n",
              "31651        0        0          0         0            0            0   \n",
              "31652        0        0          0         0            0            0   \n",
              "\n",
              "       destry  details  detective  detectives  detention  determination  \\\n",
              "0           0        0          0           0          0              0   \n",
              "1           0        0          0           0          0              0   \n",
              "2           0        0          0           0          0              0   \n",
              "3           0        0          0           0          0              0   \n",
              "4           0        0          0           0          0              0   \n",
              "...       ...      ...        ...         ...        ...            ...   \n",
              "31648       0        0          0           0          0              0   \n",
              "31649       0        0          0           0          0              0   \n",
              "31650       0        0          0           0          0              0   \n",
              "31651       0        0          0           0          0              0   \n",
              "31652       0        0          0           0          0              0   \n",
              "\n",
              "       determinative  determinism  detoxification  detroit  deum  deuterium  \\\n",
              "0                  0            0               0        0     0          0   \n",
              "1                  0            0               0        0     0          0   \n",
              "2                  0            0               0        0     0          0   \n",
              "3                  0            0               0        0     0          0   \n",
              "4                  0            0               0        0     0          0   \n",
              "...              ...          ...             ...      ...   ...        ...   \n",
              "31648              0            0               0        0     0          0   \n",
              "31649              0            0               0        0     0          0   \n",
              "31650              0            0               0        0     0          0   \n",
              "31651              0            0               0        0     0          0   \n",
              "31652              0            0               0        0     0          0   \n",
              "\n",
              "       deutsche  deux  developed  developers  developing  development  \\\n",
              "0             0     0          0           0           0            0   \n",
              "1             0     0          0           0           0            0   \n",
              "2             0     0          0           0           0            0   \n",
              "3             0     0          0           0           0            0   \n",
              "4             0     0          0           0           0            0   \n",
              "...         ...   ...        ...         ...         ...          ...   \n",
              "31648         0     0          0           0           0            0   \n",
              "31649         0     0          0           0           0            0   \n",
              "31650         0     0          0           0           0            0   \n",
              "31651         0     0          0           0           0            0   \n",
              "31652         0     0          0           0           0            0   \n",
              "\n",
              "       developmental  developmentally  deviant  deviations  devices  devil  \\\n",
              "0                  0                0        0           0        0      0   \n",
              "1                  0                0        0           0        0      0   \n",
              "2                  0                0        0           0        0      0   \n",
              "3                  0                0        0           0        0      0   \n",
              "4                  0                0        0           0        0      0   \n",
              "...              ...              ...      ...         ...      ...    ...   \n",
              "31648              0                0        0           0        0      0   \n",
              "31649              0                0        0           0        0      0   \n",
              "31650              0                0        0           0        0      0   \n",
              "31651              0                0        0           0        0      0   \n",
              "31652              0                0        0           0        0      0   \n",
              "\n",
              "       devlin  devocionarios  devon  devonshire  devotional  devotions  \\\n",
              "0           0              0      0           0           0          0   \n",
              "1           0              0      0           0           0          0   \n",
              "2           0              0      0           0           0          0   \n",
              "3           0              0      0           0           0          0   \n",
              "4           0              0      0           0           0          0   \n",
              "...       ...            ...    ...         ...         ...        ...   \n",
              "31648       0              0      0           0           0          0   \n",
              "31649       0              0      0           0           0          0   \n",
              "31650       0              0      0           0           0          0   \n",
              "31651       0              0      0           0           0          0   \n",
              "31652       0              0      0           0           0          0   \n",
              "\n",
              "       devotos  dew  dhammapada  dhtml  di  diabetes  diabetic  diaghilev  \\\n",
              "0            0    0           0      0   0         0         0          0   \n",
              "1            0    0           0      0   0         0         0          0   \n",
              "2            0    0           0      0   0         0         0          0   \n",
              "3            0    0           0      0   0         0         0          0   \n",
              "4            0    0           0      0   0         0         0          0   \n",
              "...        ...  ...         ...    ...  ..       ...       ...        ...   \n",
              "31648        0    0           0      0   0         0         0          0   \n",
              "31649        0    0           0      0   0         0         0          0   \n",
              "31650        0    0           0      0   0         0         0          0   \n",
              "31651        0    0           0      0   0         0         0          0   \n",
              "31652        0    0           0      0   0         0         0          0   \n",
              "\n",
              "       diagnosis  diagnostic  diagrams  dialects  diamond  diamonds  diana  \\\n",
              "0              0           0         0         0        0         0      0   \n",
              "1              0           0         0         0        0         0      0   \n",
              "2              0           0         0         0        0         0      0   \n",
              "3              0           0         0         0        0         0      0   \n",
              "4              0           0         0         0        0         0      0   \n",
              "...          ...         ...       ...       ...      ...       ...    ...   \n",
              "31648          0           0         0         0        0         0      0   \n",
              "31649          0           0         0         0        0         0      0   \n",
              "31650          0           0         0         0        0         0      0   \n",
              "31651          0           0         0         0        0         0      0   \n",
              "31652          0           0         0         0        0         0      0   \n",
              "\n",
              "       diane  diaries  diary  diaspora  dick  dickens  dickinson  \\\n",
              "0          0        0      0         0     0        0          0   \n",
              "1          0        0      0         0     0        0          0   \n",
              "2          0        0      0         0     0        0          0   \n",
              "3          0        0      0         0     0        0          0   \n",
              "4          0        0      0         0     0        0          0   \n",
              "...      ...      ...    ...       ...   ...      ...        ...   \n",
              "31648      0        0      0         0     0        0          0   \n",
              "31649      0        0      0         0     0        0          0   \n",
              "31650      0        0      0         0     0        0          0   \n",
              "31651      0        0      0         0     0        0          0   \n",
              "31652      0        0      0         0     0        0          0   \n",
              "\n",
              "       dictatorship  dictionaries  didactic  diderot  didion  didius  \\\n",
              "0                 0             0         0        0       0       0   \n",
              "1                 0             0         0        0       0       0   \n",
              "2                 0             0         0        0       0       0   \n",
              "3                 0             0         0        0       0       0   \n",
              "4                 0             0         0        0       0       0   \n",
              "...             ...           ...       ...      ...     ...     ...   \n",
              "31648             0             0         0        0       0       0   \n",
              "31649             0             0         0        0       0       0   \n",
              "31650             0             0         0        0       0       0   \n",
              "31651             0             0         0        0       0       0   \n",
              "31652             0             0         0        0       0       0   \n",
              "\n",
              "       didjeridu  die  diebenkorn  diego  diet  dietary  dieter  dieters  \\\n",
              "0              0    0           0      0     0        0       0        0   \n",
              "1              0    0           0      0     0        0       0        0   \n",
              "2              0    0           0      0     0        0       0        0   \n",
              "3              0    0           0      0     0        0       0        0   \n",
              "4              0    0           0      0     0        0       0        0   \n",
              "...          ...  ...         ...    ...   ...      ...     ...      ...   \n",
              "31648          0    0           0      0     0        0       0        0   \n",
              "31649          0    0           0      0     0        0       0        0   \n",
              "31650          0    0           0      0     0        0       0        0   \n",
              "31651          0    0           0      0     0        0       0        0   \n",
              "31652          0    0           0      0     0        0       0        0   \n",
              "\n",
              "       dieting  dietrich  diets  difference  differences  diffusion  \\\n",
              "0            0         0      0           0            0          0   \n",
              "1            0         0      0           0            0          0   \n",
              "2            0         0      0           0            0          0   \n",
              "3            0         0      0           0            0          0   \n",
              "4            0         0      0           0            0          0   \n",
              "...        ...       ...    ...         ...          ...        ...   \n",
              "31648        0         0      0           0            0          0   \n",
              "31649        0         0      0           0            0          0   \n",
              "31650        0         0      0           0            0          0   \n",
              "31651        0         0      0           0            0          0   \n",
              "31652        0         0      0           0            0          0   \n",
              "\n",
              "       digestion  digestive  digests  digital  digriz  dijon  dillard  diller  \\\n",
              "0              0          0        0        0       0      0        0       0   \n",
              "1              0          0        0        0       0      0        0       0   \n",
              "2              0          0        0        0       0      0        0       0   \n",
              "3              0          0        0        0       0      0        0       0   \n",
              "4              0          0        0        0       0      0        0       0   \n",
              "...          ...        ...      ...      ...     ...    ...      ...     ...   \n",
              "31648          0          0        0        0       0      0        0       0   \n",
              "31649          0          0        0        0       0      0        0       0   \n",
              "31650          0          0        0        0       0      0        0       0   \n",
              "31651          0          0        0        0       0      0        0       0   \n",
              "31652          0          0        0        0       0      0        0       0   \n",
              "\n",
              "       dillon  dim  dimensional  dimethyl  dimity  din  dinah  diners  \\\n",
              "0           0    0            0         0       0    0      0       0   \n",
              "1           0    0            0         0       0    0      0       0   \n",
              "2           0    0            0         0       0    0      0       0   \n",
              "3           0    0            0         0       0    0      0       0   \n",
              "4           0    0            0         0       0    0      0       0   \n",
              "...       ...  ...          ...       ...     ...  ...    ...     ...   \n",
              "31648       0    0            0         0       0    0      0       0   \n",
              "31649       0    0            0         0       0    0      0       0   \n",
              "31650       0    0            0         0       0    0      0       0   \n",
              "31651       0    0            0         0       0    0      0       0   \n",
              "31652       0    0            0         0       0    0      0       0   \n",
              "\n",
              "       dinesen  dining  dinners  dinosaurs  dior  diphtheria  diploma  \\\n",
              "0            0       0        0          0     0           0        0   \n",
              "1            0       0        0          0     0           0        0   \n",
              "2            0       0        0          0     0           0        0   \n",
              "3            0       0        0          0     0           0        0   \n",
              "4            0       0        0          0     0           0        0   \n",
              "...        ...     ...      ...        ...   ...         ...      ...   \n",
              "31648        0       0        0          0     0           0        0   \n",
              "31649        0       0        0          0     0           0        0   \n",
              "31650        0       0        0          0     0           0        0   \n",
              "31651        0       0        0          0     0           0        0   \n",
              "31652        0       0        0          0     0           0        0   \n",
              "\n",
              "       diplomatic  diplomats  direct  directed  direction  directories  \\\n",
              "0               0          0       0         0          0            0   \n",
              "1               0          0       0         0          0            0   \n",
              "2               0          0       0         0          0            0   \n",
              "3               0          0       0         0          0            0   \n",
              "4               0          0       0         0          0            0   \n",
              "...           ...        ...     ...       ...        ...          ...   \n",
              "31648           0          0       0         0          0            1   \n",
              "31649           0          0       0         0          0            0   \n",
              "31650           0          0       0         0          0            0   \n",
              "31651           0          0       0         0          0            0   \n",
              "31652           0          0       0         0          0            0   \n",
              "\n",
              "       directors  directory  dirk  disabilities  disability  disabled  \\\n",
              "0              0          0     0             0           0         0   \n",
              "1              0          0     0             0           0         0   \n",
              "2              0          0     0             0           0         0   \n",
              "3              0          0     0             0           0         0   \n",
              "4              0          0     0             0           0         0   \n",
              "...          ...        ...   ...           ...         ...       ...   \n",
              "31648          0          0     0             0           0         0   \n",
              "31649          0          0     0             0           0         0   \n",
              "31650          0          0     0             0           0         0   \n",
              "31651          0          0     0             0           0         0   \n",
              "31652          0          0     0             0           0         0   \n",
              "\n",
              "       disappeared  disaster  disasters  disc  discarded  discipline  \\\n",
              "0                0         0          0     0          0           0   \n",
              "1                0         0          0     0          0           0   \n",
              "2                0         0          0     0          0           0   \n",
              "3                0         0          0     0          0           0   \n",
              "4                0         0          0     0          0           0   \n",
              "...            ...       ...        ...   ...        ...         ...   \n",
              "31648            0         0          0     0          0           0   \n",
              "31649            0         0          0     0          0           0   \n",
              "31650            0         0          0     0          0           0   \n",
              "31651            0         0          0     0          0           0   \n",
              "31652            0         0          0     0          0           0   \n",
              "\n",
              "       disclosure  disco  discography  discount  discourse  discoveries  \\\n",
              "0               0      0            0         0          0            0   \n",
              "1               0      0            0         0          0            0   \n",
              "2               0      0            0         0          0            0   \n",
              "3               0      0            0         0          0            0   \n",
              "4               0      0            0         0          0            0   \n",
              "...           ...    ...          ...       ...        ...          ...   \n",
              "31648           0      0            0         0          0            0   \n",
              "31649           0      0            0         0          0            0   \n",
              "31650           0      0            0         0          0            0   \n",
              "31651           0      0            0         0          0            0   \n",
              "31652           0      0            0         0          0            0   \n",
              "\n",
              "       discovery  discrimination  discs  discussion  discworld  disease  \\\n",
              "0              0               0      0           0          0        0   \n",
              "1              0               0      0           0          0        0   \n",
              "2              0               0      0           0          0        0   \n",
              "3              0               0      0           0          0        0   \n",
              "4              0               0      0           0          0        0   \n",
              "...          ...             ...    ...         ...        ...      ...   \n",
              "31648          0               0      0           0          0        0   \n",
              "31649          0               0      0           0          0        0   \n",
              "31650          0               0      0           0          0        0   \n",
              "31651          0               0      0           0          0        0   \n",
              "31652          0               0      0           0          0        0   \n",
              "\n",
              "       diseases  disfigured  disguise  dish  dishes  dismas  dismissal  \\\n",
              "0             0           0         0     0       0       0          0   \n",
              "1             0           0         0     0       0       0          0   \n",
              "2             0           0         0     0       0       0          0   \n",
              "3             0           0         0     0       0       0          0   \n",
              "4             0           0         0     0       0       0          0   \n",
              "...         ...         ...       ...   ...     ...     ...        ...   \n",
              "31648         0           0         0     0       0       0          0   \n",
              "31649         0           0         0     0       0       0          0   \n",
              "31650         0           0         0     0       0       0          0   \n",
              "31651         0           0         0     0       0       0          0   \n",
              "31652         0           0         0     0       0       0          0   \n",
              "\n",
              "       disney  disneyland  disorder  disordered  disorders  dispersal  \\\n",
              "0           0           0         0           0          0          0   \n",
              "1           0           0         0           0          0          0   \n",
              "2           0           0         0           0          0          0   \n",
              "3           0           0         0           0          0          0   \n",
              "4           0           0         0           0          0          0   \n",
              "...       ...         ...       ...         ...        ...        ...   \n",
              "31648       0           0         0           0          0          0   \n",
              "31649       0           0         0           0          0          0   \n",
              "31650       0           0         0           0          0          0   \n",
              "31651       0           0         0           0          0          0   \n",
              "31652       0           0         0           0          0          0   \n",
              "\n",
              "       display  disposal  dispute  disputes  dissection  dissenters  \\\n",
              "0            0         0        0         0           0           0   \n",
              "1            0         0        0         0           0           0   \n",
              "2            0         0        0         0           0           0   \n",
              "3            0         0        0         0           0           0   \n",
              "4            0         0        0         0           0           0   \n",
              "...        ...       ...      ...       ...         ...         ...   \n",
              "31648        0         0        0         0           0           0   \n",
              "31649        0         0        0         0           0           0   \n",
              "31650        0         0        0         0           0           0   \n",
              "31651        0         0        0         0           0           0   \n",
              "31652        0         0        0         0           0           0   \n",
              "\n",
              "       dissociative  distance  distilling  distress  distribution  \\\n",
              "0                 0         0           0         0             0   \n",
              "1                 0         0           0         0             0   \n",
              "2                 0         0           0         0             0   \n",
              "3                 0         0           0         0             0   \n",
              "4                 0         0           0         0             0   \n",
              "...             ...       ...         ...       ...           ...   \n",
              "31648             0         0           0         0             0   \n",
              "31649             0         0           0         0             0   \n",
              "31650             0         0           0         0             0   \n",
              "31651             0         0           0         0             0   \n",
              "31652             0         0           0         0             0   \n",
              "\n",
              "       distributive  district  districts  divers  diversity  divina  \\\n",
              "0                 0         0          0       0          0       0   \n",
              "1                 0         0          0       0          0       0   \n",
              "2                 0         0          0       0          0       0   \n",
              "3                 0         0          0       0          0       0   \n",
              "4                 0         0          0       0          0       0   \n",
              "...             ...       ...        ...     ...        ...     ...   \n",
              "31648             0         0          0       0          0       0   \n",
              "31649             0         0          0       0          0       0   \n",
              "31650             0         0          0       0          0       0   \n",
              "31651             0         0          0       0          0       0   \n",
              "31652             0         0          0       0          0       0   \n",
              "\n",
              "       divination  divine  diving  division  divoire  divola  divorce  \\\n",
              "0               0       0       0         0        0       0        0   \n",
              "1               0       0       0         0        0       0        0   \n",
              "2               0       0       0         0        0       0        0   \n",
              "3               0       0       0         0        0       0        0   \n",
              "4               0       0       0         0        0       0        0   \n",
              "...           ...     ...     ...       ...      ...     ...      ...   \n",
              "31648           0       0       0         0        0       0        0   \n",
              "31649           0       0       0         0        0       0        0   \n",
              "31650           0       0       0         0        0       0        0   \n",
              "31651           0       0       0         0        0       0        0   \n",
              "31652           0       0       0         0        0       0        0   \n",
              "\n",
              "       divorced  dixieland  dixon  dixter  dizzy  djibouti  dna  doberman  \\\n",
              "0             0          0      0       0      0         0    0         0   \n",
              "1             0          0      0       0      0         0    0         0   \n",
              "2             0          0      0       0      0         0    0         0   \n",
              "3             0          0      0       0      0         0    0         0   \n",
              "4             0          0      0       0      0         0    0         0   \n",
              "...         ...        ...    ...     ...    ...       ...  ...       ...   \n",
              "31648         0          0      0       0      0         0    0         0   \n",
              "31649         0          0      0       0      0         0    0         0   \n",
              "31650         0          0      0       0      0         0    0         0   \n",
              "31651         0          0      0       0      0         0    0         0   \n",
              "31652         0          0      0       0      0         0    0         0   \n",
              "\n",
              "       doc  doctor  doctrinal  doctrines  document  documentary  \\\n",
              "0        0       0          0          0         0            0   \n",
              "1        0       0          0          0         0            0   \n",
              "2        0       0          0          0         0            0   \n",
              "3        0       0          0          0         0            0   \n",
              "4        0       0          0          0         0            0   \n",
              "...    ...     ...        ...        ...       ...          ...   \n",
              "31648    0       0          0          0         0            0   \n",
              "31649    0       0          0          0         0            0   \n",
              "31650    0       0          0          0         0            0   \n",
              "31651    0       0          0          0         0            0   \n",
              "31652    0       0          0          0         0            0   \n",
              "\n",
              "       documentation  documents  dodds  dodge  dodgers  dodie  doel  dog  \\\n",
              "0                  0          0      0      0        0      0     0    0   \n",
              "1                  0          0      0      0        0      0     0    0   \n",
              "2                  0          0      0      0        0      0     0    0   \n",
              "3                  0          0      0      0        0      0     0    0   \n",
              "4                  0          0      0      0        0      0     0    0   \n",
              "...              ...        ...    ...    ...      ...    ...   ...  ...   \n",
              "31648              0          0      0      0        0      0     0    0   \n",
              "31649              0          0      0      0        0      0     0    0   \n",
              "31650              0          0      0      0        0      0     0    0   \n",
              "31651              0          0      0      0        0      0     0    0   \n",
              "31652              0          0      0      0        0      0     0    0   \n",
              "\n",
              "       dogs  doll  dolley  dollhouses  dollmakers  dollmaking  dolls  \\\n",
              "0         0     0       0           0           0           0      0   \n",
              "1         0     0       0           0           0           0      0   \n",
              "2         0     0       0           0           0           0      0   \n",
              "3         0     0       0           0           0           0      0   \n",
              "4         0     0       0           0           0           0      0   \n",
              "...     ...   ...     ...         ...         ...         ...    ...   \n",
              "31648     0     0       0           0           0           0      0   \n",
              "31649     0     0       0           0           0           0      0   \n",
              "31650     0     0       0           0           0           0      0   \n",
              "31651     0     0       0           0           0           0      0   \n",
              "31652     0     0       0           0           0           0      0   \n",
              "\n",
              "       dolorosa  dolpa  dolphins  dom  domain  domes  domestic  domestication  \\\n",
              "0             0      0         0    0       0      0         0              0   \n",
              "1             0      0         0    0       0      0         0              0   \n",
              "2             0      0         0    0       0      0         0              0   \n",
              "3             0      0         0    0       0      0         1              0   \n",
              "4             0      0         0    0       0      0         0              0   \n",
              "...         ...    ...       ...  ...     ...    ...       ...            ...   \n",
              "31648         0      0         0    0       0      0         0              0   \n",
              "31649         0      0         0    0       0      0         0              0   \n",
              "31650         0      0         0    0       0      0         0              0   \n",
              "31651         0      0         0    0       0      0         0              0   \n",
              "31652         0      0         0    0       0      0         0              0   \n",
              "\n",
              "       domestics  dominance  dominaria  dominican  dominion  domino  donahue  \\\n",
              "0              0          0          0          0         0       0        0   \n",
              "1              0          0          0          0         0       0        0   \n",
              "2              0          0          0          0         0       0        0   \n",
              "3              0          0          0          0         0       0        0   \n",
              "4              0          0          0          0         0       0        0   \n",
              "...          ...        ...        ...        ...       ...     ...      ...   \n",
              "31648          0          0          0          0         0       0        0   \n",
              "31649          0          0          0          0         0       0        0   \n",
              "31650          0          0          0          0         0       0        0   \n",
              "31651          0          0          0          0         0       0        0   \n",
              "31652          0          0          0          0         0       0        0   \n",
              "\n",
              "       donald  donation  donkeys  donna  donne  donner  donofrio  donors  \\\n",
              "0           0         0        0      0      0       0         0       0   \n",
              "1           0         0        0      0      0       0         0       0   \n",
              "2           0         0        0      0      0       0         0       0   \n",
              "3           0         0        0      0      0       0         0       0   \n",
              "4           0         0        0      0      0       0         0       0   \n",
              "...       ...       ...      ...    ...    ...     ...       ...     ...   \n",
              "31648       0         0        0      0      0       0         0       0   \n",
              "31649       0         0        0      0      0       0         0       0   \n",
              "31650       0         0        0      0      0       0         0       0   \n",
              "31651       0         0        0      0      0       0         0       0   \n",
              "31652       0         0        0      0      0       0         0       0   \n",
              "\n",
              "       donovan  dont  doo  doone  door  doors  dopa  doping  dora  dorado  \\\n",
              "0            0     0    0      0     0      0     0       0     0       0   \n",
              "1            0     0    0      0     0      0     0       0     0       0   \n",
              "2            0     0    0      0     0      0     0       0     0       0   \n",
              "3            0     0    0      0     0      0     0       0     0       0   \n",
              "4            0     0    0      0     0      0     0       0     0       0   \n",
              "...        ...   ...  ...    ...   ...    ...   ...     ...   ...     ...   \n",
              "31648        0     0    0      0     0      0     0       0     0       0   \n",
              "31649        0     0    0      0     0      0     0       0     0       0   \n",
              "31650        0     0    0      0     0      0     0       0     0       0   \n",
              "31651        0     0    0      0     0      0     0       0     0       0   \n",
              "31652        0     0    0      0     0      0     0       0     0       0   \n",
              "\n",
              "       dordogne  doria  dories  dorothea  dorothy  dorrie  dorsai  dorset  \\\n",
              "0             0      0       0         0        0       0       0       0   \n",
              "1             0      0       0         0        0       0       0       0   \n",
              "2             0      0       0         0        0       0       0       0   \n",
              "3             0      0       0         0        0       0       0       0   \n",
              "4             0      0       0         0        0       0       0       0   \n",
              "...         ...    ...     ...       ...      ...     ...     ...     ...   \n",
              "31648         0      0       0         0        0       0       0       0   \n",
              "31649         0      0       0         0        0       0       0       0   \n",
              "31650         0      0       0         0        0       0       0       0   \n",
              "31651         0      0       0         0        0       0       0       0   \n",
              "31652         0      0       0         0        0       0       0       0   \n",
              "\n",
              "       dorsey  dortmunder  dos  dostoyevsky  doty  douard  double  doubt  \\\n",
              "0           0           0    0            0     0       0       0      0   \n",
              "1           0           0    0            0     0       0       0      0   \n",
              "2           0           0    0            0     0       0       0      0   \n",
              "3           0           0    0            0     0       0       0      0   \n",
              "4           0           0    0            0     0       0       0      0   \n",
              "...       ...         ...  ...          ...   ...     ...     ...    ...   \n",
              "31648       0           0    0            0     0       0       0      0   \n",
              "31649       0           0    0            0     0       0       0      0   \n",
              "31650       0           0    0            0     0       0       0      0   \n",
              "31651       0           0    0            0     0       0       0      0   \n",
              "31652       0           0    0            0     0       0       0      0   \n",
              "\n",
              "       doug  dough  douglas  douglass  doulas  dover  dovlatov  dowager  dowd  \\\n",
              "0         0      0        0         0       0      0         0        0     0   \n",
              "1         0      0        0         0       0      0         0        0     0   \n",
              "2         0      0        0         0       0      0         0        0     0   \n",
              "3         0      0        0         0       0      0         0        0     0   \n",
              "4         0      0        0         0       0      0         0        0     0   \n",
              "...     ...    ...      ...       ...     ...    ...       ...      ...   ...   \n",
              "31648     0      0        0         0       0      0         0        0     0   \n",
              "31649     0      0        0         0       0      0         0        0     0   \n",
              "31650     0      0        0         0       0      0         0        0     0   \n",
              "31651     0      0        0         0       0      0         0        0     0   \n",
              "31652     0      0        0         0       0      0         0        0     0   \n",
              "\n",
              "       dowling  downs  downsizing  downstairs  dowrick  dowsing  doyle  dr  \\\n",
              "0            0      0           0           0        0        0      0   0   \n",
              "1            0      0           0           0        0        0      0   0   \n",
              "2            0      0           0           0        0        0      0   0   \n",
              "3            0      0           0           0        0        0      0   0   \n",
              "4            0      0           0           0        0        0      0   0   \n",
              "...        ...    ...         ...         ...      ...      ...    ...  ..   \n",
              "31648        0      0           0           0        0        0      0   0   \n",
              "31649        0      0           0           0        0        0      0   0   \n",
              "31650        0      0           0           0        0        0      0   0   \n",
              "31651        0      0           0           0        0        0      0   0   \n",
              "31652        0      0           0           0        0        0      0   0   \n",
              "\n",
              "       dracula  draft  drafting  drag  dragging  dragons  dragonsvjuvenile  \\\n",
              "0            0      0         0     0         0        0                 0   \n",
              "1            0      0         0     0         0        0                 0   \n",
              "2            0      0         0     0         0        0                 0   \n",
              "3            0      0         0     0         0        0                 0   \n",
              "4            0      0         0     0         0        0                 0   \n",
              "...        ...    ...       ...   ...       ...      ...               ...   \n",
              "31648        0      0         0     0         0        0                 0   \n",
              "31649        0      0         0     0         0        0                 0   \n",
              "31650        0      0         0     0         0        0                 0   \n",
              "31651        0      0         0     0         0        0                 0   \n",
              "31652        0      0         0     0         0        0                 0   \n",
              "\n",
              "       drake  drama  dramatic  dramatists  draper  draperies  drapery  \\\n",
              "0          0      0         0           0       0          0        0   \n",
              "1          0      0         0           0       0          0        0   \n",
              "2          0      0         0           0       0          0        0   \n",
              "3          0      0         0           0       0          0        0   \n",
              "4          0      0         0           0       0          0        0   \n",
              "...      ...    ...       ...         ...     ...        ...      ...   \n",
              "31648      0      0         0           0       0          0        0   \n",
              "31649      0      1         0           0       0          0        0   \n",
              "31650      0      0         0           0       0          0        0   \n",
              "31651      0      0         0           0       0          0        0   \n",
              "31652      0      0         0           0       0          0        0   \n",
              "\n",
              "       drawing  drawings  drawn  dream  dreamer  dreams  dreamweaver  dred  \\\n",
              "0            0         0      0      0        0       0            0     0   \n",
              "1            0         0      0      0        0       0            0     0   \n",
              "2            0         0      0      0        0       0            0     0   \n",
              "3            0         0      0      0        0       0            0     0   \n",
              "4            0         0      0      0        0       0            0     0   \n",
              "...        ...       ...    ...    ...      ...     ...          ...   ...   \n",
              "31648        0         0      0      0        0       0            0     0   \n",
              "31649        0         0      0      0        0       0            0     0   \n",
              "31650        0         0      0      0        0       0            0     0   \n",
              "31651        0         0      0      0        0       0            0     0   \n",
              "31652        0         0      0      0        0       0            0     0   \n",
              "\n",
              "       drenai  dresden  dress  dressage  dressmaking  drew  drexler  dried  \\\n",
              "0           0        0      0         0            0     0        0      0   \n",
              "1           0        0      0         0            0     0        0      0   \n",
              "2           0        0      0         0            0     0        0      0   \n",
              "3           0        0      0         0            0     0        0      0   \n",
              "4           0        0      0         0            0     0        0      0   \n",
              "...       ...      ...    ...       ...          ...   ...      ...    ...   \n",
              "31648       0        0      0         0            0     0        0      0   \n",
              "31649       0        0      0         0            0     0        0      0   \n",
              "31650       0        0      0         0            0     0        0      0   \n",
              "31651       0        0      0         0            0     0        0      0   \n",
              "31652       0        0      0         0            0     0        0      0   \n",
              "\n",
              "       drifters  drilling  drills  drinking  drinkwater  drive  driver  \\\n",
              "0             0         0       0         0           0      0       0   \n",
              "1             0         0       0         0           0      0       0   \n",
              "2             0         0       0         0           0      0       0   \n",
              "3             0         0       0         0           0      0       0   \n",
              "4             0         0       0         0           0      0       0   \n",
              "...         ...       ...     ...       ...         ...    ...     ...   \n",
              "31648         0         0       0         0           0      0       0   \n",
              "31649         0         0       0         0           0      0       0   \n",
              "31650         0         0       0         0           0      0       0   \n",
              "31651         0         0       0         0           0      0       0   \n",
              "31652         0         0       0         0           0      0       0   \n",
              "\n",
              "       drivers  drives  driving  drone  drooker  droon  dropouts  drosnin  \\\n",
              "0            0       0        0      0        0      0         0        0   \n",
              "1            0       0        0      0        0      0         0        0   \n",
              "2            0       0        0      0        0      0         0        0   \n",
              "3            0       0        0      0        0      0         0        0   \n",
              "4            0       0        0      0        0      0         0        0   \n",
              "...        ...     ...      ...    ...      ...    ...       ...      ...   \n",
              "31648        0       0        0      0        0      0         0        0   \n",
              "31649        0       0        0      0        0      0         0        0   \n",
              "31650        0       0        0      0        0      0         0        0   \n",
              "31651        0       0        0      0        0      0         0        0   \n",
              "31652        0       0        0      0        0      0         0        0   \n",
              "\n",
              "       drought  drowning  drug  drugs  drugstores  druidism  druids  drum  \\\n",
              "0            0         0     0      0           0         0       0     0   \n",
              "1            0         0     0      0           0         0       0     0   \n",
              "2            0         0     0      0           0         0       0     0   \n",
              "3            0         0     0      0           0         0       0     0   \n",
              "4            0         0     0      0           0         0       0     0   \n",
              "...        ...       ...   ...    ...         ...       ...     ...   ...   \n",
              "31648        0         0     0      0           0         0       0     0   \n",
              "31649        0         0     0      0           0         0       0     0   \n",
              "31650        0         0     0      0           0         0       0     0   \n",
              "31651        0         0     0      0           0         0       0     0   \n",
              "31652        0         0     0      0           0         0       0     0   \n",
              "\n",
              "       drummers  drunk  dry  dryden  dryers  du  dual  duane  dublin  \\\n",
              "0             0      0    0       0       0   0     0      0       0   \n",
              "1             0      0    0       0       0   0     0      0       0   \n",
              "2             0      0    0       0       0   0     0      0       0   \n",
              "3             0      0    0       0       0   0     0      0       0   \n",
              "4             0      0    0       0       0   0     0      0       0   \n",
              "...         ...    ...  ...     ...     ...  ..   ...    ...     ...   \n",
              "31648         0      0    0       0       0   0     0      0       0   \n",
              "31649         0      0    0       0       0   0     0      0       0   \n",
              "31650         0      0    0       0       0   0     0      0       0   \n",
              "31651         0      0    0       0       0   0     0      0       0   \n",
              "31652         0      0    0       0       0   0     0      0       0   \n",
              "\n",
              "       dubuffet  dubus  duc  duchenne  duchess  duck  ducklings  ducks  duct  \\\n",
              "0             0      0    0         0        0     0          0      0     0   \n",
              "1             0      0    0         0        0     0          0      0     0   \n",
              "2             0      0    0         0        0     0          0      0     0   \n",
              "3             0      0    0         0        0     0          0      0     0   \n",
              "4             0      0    0         0        0     0          0      0     0   \n",
              "...         ...    ...  ...       ...      ...   ...        ...    ...   ...   \n",
              "31648         0      0    0         0        0     0          0      0     0   \n",
              "31649         0      0    0         0        0     0          0      0     0   \n",
              "31650         0      0    0         0        0     0          0      0     0   \n",
              "31651         0      0    0         0        0     0          0      0     0   \n",
              "31652         0      0    0         0        0     0          0      0     0   \n",
              "\n",
              "       dude  dudley  dueling  duero  duets  dugan  duke  dumas  dump  \\\n",
              "0         0       0        0      0      0      0     0      0     0   \n",
              "1         0       0        0      0      0      0     0      0     0   \n",
              "2         0       0        0      0      0      0     0      0     0   \n",
              "3         0       0        0      0      0      0     0      0     0   \n",
              "4         0       0        0      0      0      0     0      0     0   \n",
              "...     ...     ...      ...    ...    ...    ...   ...    ...   ...   \n",
              "31648     0       0        0      0      0      0     0      0     0   \n",
              "31649     0       0        0      0      0      0     0      0     0   \n",
              "31650     0       0        0      0      0      0     0      0     0   \n",
              "31651     0       0        0      0      0      0     0      0     0   \n",
              "31652     0       0        0      0      0      0     0      0     0   \n",
              "\n",
              "       dumplings  duncan  dune  dungeons  durango  dutch  duval  duvall  \\\n",
              "0              0       0     0         0        0      0      0       0   \n",
              "1              0       0     0         0        0      0      0       0   \n",
              "2              0       0     0         0        0      0      0       0   \n",
              "3              0       0     0         0        0      0      0       0   \n",
              "4              0       0     0         0        0      0      0       0   \n",
              "...          ...     ...   ...       ...      ...    ...    ...     ...   \n",
              "31648          0       0     0         0        0      0      0       0   \n",
              "31649          0       0     0         0        0      0      0       0   \n",
              "31650          0       0     0         0        0      0      0       0   \n",
              "31651          0       0     0         0        0      0      0       0   \n",
              "31652          0       0     0         0        0      0      0       0   \n",
              "\n",
              "       duwamish  dvd  dvds  dwarf  dwarfism  dwarfs  dwellers  dwellings  \\\n",
              "0             0    0     0      0         0       0         0          0   \n",
              "1             0    0     0      0         0       0         0          0   \n",
              "2             0    0     0      0         0       0         0          0   \n",
              "3             0    0     0      0         0       0         0          0   \n",
              "4             0    0     0      0         0       0         0          0   \n",
              "...         ...  ...   ...    ...       ...     ...       ...        ...   \n",
              "31648         0    0     0      0         0       0         0          0   \n",
              "31649         0    0     0      0         0       0         0          0   \n",
              "31650         0    0     0      0         0       0         0          0   \n",
              "31651         0    0     0      0         0       0         0          0   \n",
              "31652         0    0     0      0         0       0         0          0   \n",
              "\n",
              "       dwight  dworkin  dye  dyeing  dyer  dyes  dyke  dylan  dynamics  \\\n",
              "0           0        0    0       0     0     0     0      0         0   \n",
              "1           0        0    0       0     0     0     0      0         0   \n",
              "2           0        0    0       0     0     0     0      0         0   \n",
              "3           0        0    0       0     0     0     0      0         0   \n",
              "4           0        0    0       0     0     0     0      0         0   \n",
              "...       ...      ...  ...     ...   ...   ...   ...    ...       ...   \n",
              "31648       0        0    0       0     0     0     0      0         0   \n",
              "31649       0        0    0       0     0     0     0      0         0   \n",
              "31650       0        0    0       0     0     0     0      0         0   \n",
              "31651       0        0    0       0     0     0     0      0         0   \n",
              "31652       0        0    0       0     0     0     0      0         0   \n",
              "\n",
              "       dynasties  dynasty  dysfunction  dysfunctional  dyslexia  dyslexic  \\\n",
              "0              0        0            0              0         0         0   \n",
              "1              0        0            0              0         0         0   \n",
              "2              0        0            0              0         0         0   \n",
              "3              0        0            0              0         0         0   \n",
              "4              0        0            0              0         0         0   \n",
              "...          ...      ...          ...            ...       ...       ...   \n",
              "31648          0        0            0              0         0         0   \n",
              "31649          0        0            0              0         0         0   \n",
              "31650          0        0            0              0         0         0   \n",
              "31651          0        0            0              0         0         0   \n",
              "31652          0        0            0              0         0         0   \n",
              "\n",
              "       dystopias  dystrophy  dzin  e  eagle  eagles  ear  earache  earhart  \\\n",
              "0              0          0     0  0      0       0    0        0        0   \n",
              "1              0          0     0  0      0       0    0        0        0   \n",
              "2              0          0     0  0      0       0    0        0        0   \n",
              "3              0          0     0  0      0       0    0        0        0   \n",
              "4              0          0     0  0      0       0    0        0        0   \n",
              "...          ...        ...   ... ..    ...     ...  ...      ...      ...   \n",
              "31648          0          0     0  0      0       0    0        0        0   \n",
              "31649          0          0     0  0      0       0    0        0        0   \n",
              "31650          0          0     0  0      0       0    0        0        0   \n",
              "31651          0          0     0  0      0       0    0        0        0   \n",
              "31652          0          0     0  0      0       0    0        0        0   \n",
              "\n",
              "       earl  earle  early  earnhardt  earp  earrings  earth  earthmoving  \\\n",
              "0         0      0      0          0     0         0      0            0   \n",
              "1         0      0      0          0     0         0      0            0   \n",
              "2         0      0      0          0     0         0      0            0   \n",
              "3         0      0      0          0     0         0      0            0   \n",
              "4         0      0      0          0     0         0      0            0   \n",
              "...     ...    ...    ...        ...   ...       ...    ...          ...   \n",
              "31648     0      0      0          0     0         0      0            0   \n",
              "31649     0      0      0          0     0         0      0            0   \n",
              "31650     0      0      0          0     0         0      0            0   \n",
              "31651     0      0      0          0     0         0      0            0   \n",
              "31652     0      0      0          0     0         0      0            0   \n",
              "\n",
              "       earthquake  earthquakes  earthworks  earthworm  earthworms  east  \\\n",
              "0               0            0           0          0           0     0   \n",
              "1               0            0           0          0           0     0   \n",
              "2               0            0           0          0           0     0   \n",
              "3               0            0           0          0           0     0   \n",
              "4               0            0           0          0           0     0   \n",
              "...           ...          ...         ...        ...         ...   ...   \n",
              "31648           0            0           0          0           0     0   \n",
              "31649           0            0           0          0           0     0   \n",
              "31650           0            0           0          0           0     0   \n",
              "31651           0            0           0          0           0     0   \n",
              "31652           0            0           0          0           0     0   \n",
              "\n",
              "       easter  eastern  eastman  eastport  easy  eating  eavesdropping  ebay  \\\n",
              "0           0        0        0         0     0       0              0     0   \n",
              "1           0        0        0         0     0       0              0     0   \n",
              "2           0        0        0         0     0       0              0     0   \n",
              "3           0        0        0         0     0       0              0     0   \n",
              "4           0        0        0         0     0       0              0     0   \n",
              "...       ...      ...      ...       ...   ...     ...            ...   ...   \n",
              "31648       0        0        0         0     0       0              0     0   \n",
              "31649       0        0        0         0     0       0              0     0   \n",
              "31650       0        0        0         0     0       0              0     0   \n",
              "31651       0        0        0         0     0       0              0     0   \n",
              "31652       0        0        0         0     0       0              0     0   \n",
              "\n",
              "       ebola  eccellenti  eccentricities  eccentrics  ecclesiae  ecclesiastes  \\\n",
              "0          0           0               0           0          0             0   \n",
              "1          0           0               0           0          0             0   \n",
              "2          0           0               0           0          0             0   \n",
              "3          0           0               0           0          0             0   \n",
              "4          0           0               0           0          0             0   \n",
              "...      ...         ...             ...         ...        ...           ...   \n",
              "31648      0           0               0           0          0             0   \n",
              "31649      0           0               0           0          0             0   \n",
              "31650      0           0               0           0          0             0   \n",
              "31651      0           0               0           0          0             0   \n",
              "31652      0           0               0           0          0             0   \n",
              "\n",
              "       ecclesiastical  eclecticism  eclipses  ecological  ecologists  ecology  \\\n",
              "0                   0            0         0           0           0        0   \n",
              "1                   0            0         0           0           0        0   \n",
              "2                   0            0         0           0           0        0   \n",
              "3                   0            0         0           0           0        0   \n",
              "4                   0            0         0           0           0        0   \n",
              "...               ...          ...       ...         ...         ...      ...   \n",
              "31648               0            0         0           0           0        0   \n",
              "31649               0            0         0           0           0        0   \n",
              "31650               0            0         0           0           0        0   \n",
              "31651               0            0         0           0           0        0   \n",
              "31652               0            0         0           0           0        0   \n",
              "\n",
              "       econometrics  economic  economicas  economics  economists  ecosystem  \\\n",
              "0                 0         0           0          0           0          0   \n",
              "1                 0         0           0          0           0          0   \n",
              "2                 0         0           0          0           0          0   \n",
              "3                 0         0           0          0           0          0   \n",
              "4                 0         0           0          0           0          0   \n",
              "...             ...       ...         ...        ...         ...        ...   \n",
              "31648             0         0           0          0           0          0   \n",
              "31649             0         0           0          0           0          0   \n",
              "31650             0         0           0          0           0          0   \n",
              "31651             0         0           0          0           0          0   \n",
              "31652             0         0           0          0           0          0   \n",
              "\n",
              "       ecoterrorism  ecstasy  ecuador  ed  edelman  edgar  edible  edinburgh  \\\n",
              "0                 0        0        0   0        0      0       0          0   \n",
              "1                 0        0        0   0        0      0       0          0   \n",
              "2                 0        0        0   0        0      0       0          0   \n",
              "3                 0        0        0   0        0      0       0          0   \n",
              "4                 0        0        0   0        0      0       0          0   \n",
              "...             ...      ...      ...  ..      ...    ...     ...        ...   \n",
              "31648             0        0        0   0        0      0       0          0   \n",
              "31649             0        0        0   0        0      0       0          0   \n",
              "31650             0        0        0   0        0      0       0          0   \n",
              "31651             0        0        0   0        0      0       0          0   \n",
              "31652             0        0        0   0        0      0       0          0   \n",
              "\n",
              "       edison  edith  editing  editions  editors  edmund  edna  edo  edralin  \\\n",
              "0           0      0        0         0        0       0     0    0        0   \n",
              "1           0      0        0         0        0       0     0    0        0   \n",
              "2           0      0        0         0        0       0     0    0        0   \n",
              "3           0      0        0         0        0       0     0    0        0   \n",
              "4           0      0        0         0        0       0     0    0        0   \n",
              "...       ...    ...      ...       ...      ...     ...   ...  ...      ...   \n",
              "31648       0      0        0         0        0       0     0    0        0   \n",
              "31649       0      0        0         0        0       0     0    0        0   \n",
              "31650       0      0        0         0        0       0     0    0        0   \n",
              "31651       0      0        0         0        0       0     0    0        0   \n",
              "31652       0      0        0         0        0       0     0    0        0   \n",
              "\n",
              "       education  educational  educators  edward  edwards  effect  \\\n",
              "0              0            0          0       0        0       0   \n",
              "1              0            0          0       0        0       0   \n",
              "2              0            0          0       0        0       0   \n",
              "3              0            0          0       0        0       0   \n",
              "4              0            0          0       0        0       0   \n",
              "...          ...          ...        ...     ...      ...     ...   \n",
              "31648          0            0          0       0        0       0   \n",
              "31649          0            0          0       0        0       0   \n",
              "31650          0            0          0       0        0       0   \n",
              "31651          0            0          0       0        0       0   \n",
              "31652          0            0          0       0        0       0   \n",
              "\n",
              "       effectiveness  effects  efficacy  efimovich  efraim  efron  egg  \\\n",
              "0                  0        0         0          0       0      0    0   \n",
              "1                  0        0         0          0       0      0    0   \n",
              "2                  0        0         0          0       0      0    0   \n",
              "3                  0        0         0          0       0      0    0   \n",
              "4                  0        0         0          0       0      0    0   \n",
              "...              ...      ...       ...        ...     ...    ...  ...   \n",
              "31648              0        0         0          0       0      0    0   \n",
              "31649              0        0         0          0       0      0    0   \n",
              "31650              0        0         0          0       0      0    0   \n",
              "31651              0        0         0          0       0      0    0   \n",
              "31652              0        0         0          0       0      0    0   \n",
              "\n",
              "       eggers  eggs  eglin  egoism  egypt  egyptian  egyptians  egyptologists  \\\n",
              "0           0     0      0       0      0         0          0              0   \n",
              "1           0     0      0       0      0         0          0              0   \n",
              "2           0     0      0       0      0         0          0              0   \n",
              "3           0     0      0       0      0         0          0              0   \n",
              "4           0     0      0       0      0         0          0              0   \n",
              "...       ...   ...    ...     ...    ...       ...        ...            ...   \n",
              "31648       0     0      0       0      0         0          0              0   \n",
              "31649       0     0      0       0      0         0          0              0   \n",
              "31650       0     0      0       0      0         0          0              0   \n",
              "31651       0     0      0       0      0         0          0              0   \n",
              "31652       0     0      0       0      0         0          0              0   \n",
              "\n",
              "       egytian  ehrlich  eiffel  eighteenth  eighth  eighty  einstein  \\\n",
              "0            0        0       0           0       0       0         0   \n",
              "1            0        0       0           0       0       0         0   \n",
              "2            0        0       0           0       0       0         0   \n",
              "3            0        0       0           0       0       0         0   \n",
              "4            0        0       0           0       0       0         0   \n",
              "...        ...      ...     ...         ...     ...     ...       ...   \n",
              "31648        0        0       0           0       0       0         0   \n",
              "31649        0        0       0           0       0       0         0   \n",
              "31650        0        0       0           0       0       0         0   \n",
              "31651        0        0       0           0       0       0         0   \n",
              "31652        0        0       0           0       0       0         0   \n",
              "\n",
              "       eisenhower  eisenstein  eisner  ekai  ekel  el  elaine  eldearth  \\\n",
              "0               0           0       0     0     0   0       0         0   \n",
              "1               0           0       0     0     0   0       0         0   \n",
              "2               0           0       0     0     0   0       0         0   \n",
              "3               0           0       0     0     0   0       0         0   \n",
              "4               0           0       0     0     0   0       0         0   \n",
              "...           ...         ...     ...   ...   ...  ..     ...       ...   \n",
              "31648           0           0       0     0     0   0       0         0   \n",
              "31649           0           0       0     0     0   0       0         0   \n",
              "31650           0           0       0     0     0   0       0         0   \n",
              "31651           0           0       0     0     0   0       0         0   \n",
              "31652           0           0       0     0     0   0       0         0   \n",
              "\n",
              "       elder  elderhostels  eldon  eldred  eldridge  eleadfast  eleanor  \\\n",
              "0          0             0      0       0         0          0        0   \n",
              "1          0             0      0       0         0          0        0   \n",
              "2          0             0      0       0         0          0        0   \n",
              "3          0             0      0       0         0          0        0   \n",
              "4          0             0      0       0         0          0        0   \n",
              "...      ...           ...    ...     ...       ...        ...      ...   \n",
              "31648      0             0      0       0         0          0        0   \n",
              "31649      0             0      0       0         0          0        0   \n",
              "31650      0             0      0       0         0          0        0   \n",
              "31651      0             0      0       0         0          0        0   \n",
              "31652      0             0      0       0         0          0        0   \n",
              "\n",
              "       election  elections  elective  electric  electrical  electricity  \\\n",
              "0             0          0         0         0           0            0   \n",
              "1             0          0         0         0           0            0   \n",
              "2             0          0         0         0           0            0   \n",
              "3             0          0         0         0           0            0   \n",
              "4             0          0         0         0           0            0   \n",
              "...         ...        ...       ...       ...         ...          ...   \n",
              "31648         0          0         0         0           0            0   \n",
              "31649         0          0         0         0           0            0   \n",
              "31650         0          0         0         0           0            0   \n",
              "31651         0          0         0         0           0            0   \n",
              "31652         0          0         0         0           0            0   \n",
              "\n",
              "       electrification  electrochemistry  electrodes  electromagnetism  \\\n",
              "0                    0                 0           0                 0   \n",
              "1                    0                 0           0                 0   \n",
              "2                    0                 0           0                 0   \n",
              "3                    0                 0           0                 0   \n",
              "4                    0                 0           0                 0   \n",
              "...                ...               ...         ...               ...   \n",
              "31648                0                 0           0                 0   \n",
              "31649                0                 0           0                 0   \n",
              "31650                0                 0           0                 0   \n",
              "31651                0                 0           0                 0   \n",
              "31652                0                 0           0                 0   \n",
              "\n",
              "       electronic  electronics  elegiac  elementary  elements  elephant  \\\n",
              "0               0            0        0           0         0         0   \n",
              "1               0            0        0           0         0         0   \n",
              "2               0            0        0           0         0         0   \n",
              "3               0            0        0           0         0         0   \n",
              "4               0            0        0           0         0         0   \n",
              "...           ...          ...      ...         ...       ...       ...   \n",
              "31648           0            0        0           0         0         0   \n",
              "31649           0            0        0           0         0         0   \n",
              "31650           0            0        0           0         0         0   \n",
              "31651           0            0        0           0         0         0   \n",
              "31652           0            0        0           0         0         0   \n",
              "\n",
              "       elephants  elevated  elgar  eli  elias  elie  elijah  eliminative  \\\n",
              "0              0         0      0    0      0     0       0            0   \n",
              "1              0         0      0    0      0     0       0            0   \n",
              "2              0         0      0    0      0     0       0            0   \n",
              "3              0         0      0    0      0     0       0            0   \n",
              "4              0         0      0    0      0     0       0            0   \n",
              "...          ...       ...    ...  ...    ...   ...     ...          ...   \n",
              "31648          0         0      0    0      0     0       0            0   \n",
              "31649          0         0      0    0      0     0       0            0   \n",
              "31650          0         0      0    0      0     0       0            0   \n",
              "31651          0         0      0    0      0     0       0            0   \n",
              "31652          0         0      0    0      0     0       0            0   \n",
              "\n",
              "       eliot  elisa  elite  eliyahu  elizabeth  elizabethan  elk  elkins  \\\n",
              "0          0      0      0        0          0            0    0       0   \n",
              "1          0      0      0        0          0            0    0       0   \n",
              "2          0      0      0        0          0            0    0       0   \n",
              "3          0      0      0        0          0            0    0       0   \n",
              "4          0      0      0        0          0            0    0       0   \n",
              "...      ...    ...    ...      ...        ...          ...  ...     ...   \n",
              "31648      0      0      0        0          0            0    0       0   \n",
              "31649      0      0      0        0          0            0    0       0   \n",
              "31650      0      0      0        0          0            0    0       0   \n",
              "31651      0      0      0        0          0            0    0       0   \n",
              "31652      0      0      0        0          0            0    0       0   \n",
              "\n",
              "       ella  ellen  ellie  ellington  elliot  elliott  ellis  ellison  ellora  \\\n",
              "0         0      0      0          0       0        0      0        0       0   \n",
              "1         0      0      0          0       0        0      0        0       0   \n",
              "2         0      0      0          0       0        0      0        0       0   \n",
              "3         0      0      0          0       0        0      0        0       0   \n",
              "4         0      0      0          0       0        0      0        0       0   \n",
              "...     ...    ...    ...        ...     ...      ...    ...      ...     ...   \n",
              "31648     0      0      0          0       0        0      0        0       0   \n",
              "31649     0      0      0          0       0        0      0        0       0   \n",
              "31650     0      0      0          0       0        0      0        0       0   \n",
              "31651     0      0      0          0       0        0      0        0       0   \n",
              "31652     0      0      0          0       0        0      0        0       0   \n",
              "\n",
              "       ellsberg  elmer  elmo  eloise  elves  elvira  elvis  elwha  em  email  \\\n",
              "0             0      0     0       0      0       0      0      0   0      0   \n",
              "1             0      0     0       0      0       0      0      0   0      0   \n",
              "2             0      0     0       0      0       0      0      0   0      0   \n",
              "3             0      0     0       0      0       0      0      0   0      0   \n",
              "4             0      0     0       0      0       0      0      0   0      0   \n",
              "...         ...    ...   ...     ...    ...     ...    ...    ...  ..    ...   \n",
              "31648         0      0     0       0      0       0      0      0   0      0   \n",
              "31649         0      0     0       0      0       0      0      0   0      0   \n",
              "31650         0      0     0       0      0       0      0      0   0      0   \n",
              "31651         0      0     0       0      0       0      0      0   0      0   \n",
              "31652         0      0     0       0      0       0      0      0   0      0   \n",
              "\n",
              "       eman  emancipation  emanuel  embalming  embargo  embarrassment  \\\n",
              "0         0             0        0          0        0              0   \n",
              "1         0             0        0          0        0              0   \n",
              "2         0             0        0          0        0              0   \n",
              "3         0             0        0          0        0              0   \n",
              "4         0             0        0          0        0              0   \n",
              "...     ...           ...      ...        ...      ...            ...   \n",
              "31648     0             0        0          0        0              0   \n",
              "31649     0             0        0          0        0              0   \n",
              "31650     0             0        0          0        0              0   \n",
              "31651     0             0        0          0        0              0   \n",
              "31652     0             0        0          0        0              0   \n",
              "\n",
              "       embassy  embezzlement  emblems  embroidery  embryology  emergencies  \\\n",
              "0            0             0        0           0           0            0   \n",
              "1            0             0        0           0           0            0   \n",
              "2            0             0        0           0           0            0   \n",
              "3            0             0        0           0           0            0   \n",
              "4            0             0        0           0           0            0   \n",
              "...        ...           ...      ...         ...         ...          ...   \n",
              "31648        0             0        0           0           0            0   \n",
              "31649        0             0        0           0           0            0   \n",
              "31650        0             0        0           0           0            0   \n",
              "31651        0             0        0           0           0            0   \n",
              "31652        0             0        0           0           0            0   \n",
              "\n",
              "       emergency  emerson  emi  emigration  emil  emile  emilia  emiliano  \\\n",
              "0              0        0    0           0     0      0       0         0   \n",
              "1              0        0    0           0     0      0       0         0   \n",
              "2              0        0    0           0     0      0       0         0   \n",
              "3              0        0    0           0     0      0       0         0   \n",
              "4              0        0    0           0     0      0       0         0   \n",
              "...          ...      ...  ...         ...   ...    ...     ...       ...   \n",
              "31648          0        0    0           0     0      0       0         0   \n",
              "31649          0        0    0           0     0      0       0         0   \n",
              "31650          0        0    0           0     0      0       0         0   \n",
              "31651          0        0    0           0     0      0       0         0   \n",
              "31652          0        0    0           0     0      0       0         0   \n",
              "\n",
              "       emilio  emily  emirates  emma  emmanuel  emmett  emmy  emo  emory  \\\n",
              "0           0      0         0     0         0       0     0    0      0   \n",
              "1           0      0         0     0         0       0     0    0      0   \n",
              "2           0      0         0     0         0       0     0    0      0   \n",
              "3           0      0         0     0         0       0     0    0      0   \n",
              "4           0      0         0     0         0       0     0    0      0   \n",
              "...       ...    ...       ...   ...       ...     ...   ...  ...    ...   \n",
              "31648       0      0         0     0         0       0     0    0      0   \n",
              "31649       0      0         0     0         0       0     0    0      0   \n",
              "31650       0      0         0     0         0       0     0    0      0   \n",
              "31651       0      0         0     0         0       0     0    0      0   \n",
              "31652       0      0         0     0         0       0     0    0      0   \n",
              "\n",
              "       emotional  emotions  emperor  emperors  empire  empiricism  employed  \\\n",
              "0              0         0        0         0       0           0         0   \n",
              "1              0         0        0         0       0           0         0   \n",
              "2              0         0        0         0       0           0         0   \n",
              "3              0         0        0         0       0           0         0   \n",
              "4              0         0        0         0       0           0         0   \n",
              "...          ...       ...      ...       ...     ...         ...       ...   \n",
              "31648          0         0        0         0       0           0         0   \n",
              "31649          0         0        0         0       0           0         0   \n",
              "31650          0         0        0         0       0           0         0   \n",
              "31651          0         0        0         0       0           0         0   \n",
              "31652          0         0        0         0       0           0         0   \n",
              "\n",
              "       employee  employees  employment  empress  empresses  en  enamel  \\\n",
              "0             0          0           0        0          0   0       0   \n",
              "1             0          0           0        0          0   0       0   \n",
              "2             0          0           0        0          0   0       0   \n",
              "3             0          0           0        0          0   0       0   \n",
              "4             0          0           0        0          0   0       0   \n",
              "...         ...        ...         ...      ...        ...  ..     ...   \n",
              "31648         0          0           0        0          0   0       0   \n",
              "31649         0          0           0        0          0   0       0   \n",
              "31650         0          0           0        0          0   0       0   \n",
              "31651         0          0           0        0          0   0       0   \n",
              "31652         0          0           0        0          0   0       0   \n",
              "\n",
              "       enameling  encaustic  encephalitis  encephalopathy  encounters  \\\n",
              "0              0          0             0               0           0   \n",
              "1              0          0             0               0           0   \n",
              "2              0          0             0               0           0   \n",
              "3              0          0             0               0           0   \n",
              "4              0          0             0               0           0   \n",
              "...          ...        ...           ...             ...         ...   \n",
              "31648          0          0             0               0           0   \n",
              "31649          0          0             0               0           0   \n",
              "31650          0          0             0               0           0   \n",
              "31651          0          0             0               0           0   \n",
              "31652          0          0             0               0           0   \n",
              "\n",
              "       encyclopaedia  encyclopedia  encyclopedias  end  endangered  endeavour  \\\n",
              "0                  0             0              0    0           0          0   \n",
              "1                  0             0              0    0           0          0   \n",
              "2                  0             0              0    0           0          0   \n",
              "3                  0             0              0    0           0          0   \n",
              "4                  0             0              0    0           0          0   \n",
              "...              ...           ...            ...  ...         ...        ...   \n",
              "31648              0             0              0    0           0          0   \n",
              "31649              0             0              0    0           0          0   \n",
              "31650              0             0              0    0           0          0   \n",
              "31651              0             0              0    0           0          0   \n",
              "31652              0             0              0    0           0          0   \n",
              "\n",
              "       ender  endo  endocrine  endocrinology  endowments  endurance  enduring  \\\n",
              "0          0     0          0              0           0          0         0   \n",
              "1          0     0          0              0           0          0         0   \n",
              "2          0     0          0              0           0          0         0   \n",
              "3          0     0          0              0           0          0         0   \n",
              "4          0     0          0              0           0          0         0   \n",
              "...      ...   ...        ...            ...         ...        ...       ...   \n",
              "31648      0     0          0              0           0          0         0   \n",
              "31649      0     0          0              0           0          0         0   \n",
              "31650      0     0          0              0           0          0         0   \n",
              "31651      0     0          0              0           0          0         0   \n",
              "31652      0     0          0              0           0          0         0   \n",
              "\n",
              "       enemies  energy  enfield  enforcement  eng  engine  engineering  \\\n",
              "0            0       0        0            0    0       0            0   \n",
              "1            0       0        0            0    0       0            0   \n",
              "2            0       0        0            0    0       0            0   \n",
              "3            0       0        0            0    0       0            0   \n",
              "4            0       0        0            0    0       0            0   \n",
              "...        ...     ...      ...          ...  ...     ...          ...   \n",
              "31648        0       0        0            0    0       0            0   \n",
              "31649        0       0        0            0    0       0            0   \n",
              "31650        0       0        0            0    0       0            0   \n",
              "31651        0       0        0            0    0       0            0   \n",
              "31652        0       0        0            0    0       0            0   \n",
              "\n",
              "       engineers  engines  england  english  englund  engravers  engraving  \\\n",
              "0              0        0        0        0        0          0          0   \n",
              "1              0        0        0        0        0          0          0   \n",
              "2              0        0        0        0        0          0          0   \n",
              "3              0        0        0        0        0          0          0   \n",
              "4              0        0        0        0        0          0          0   \n",
              "...          ...      ...      ...      ...      ...        ...        ...   \n",
              "31648          0        0        0        0        0          0          0   \n",
              "31649          0        0        0        0        0          0          0   \n",
              "31650          0        0        0        0        0          0          0   \n",
              "31651          0        0        0        0        0          0          0   \n",
              "31652          0        0        0        0        0          0          0   \n",
              "\n",
              "       engstrand  enguerrand  enlai  enlightenment  enneagram  eno  enola  \\\n",
              "0              0           0      0              0          0    0      0   \n",
              "1              0           0      0              0          0    0      0   \n",
              "2              0           0      0              0          0    0      0   \n",
              "3              0           0      0              0          0    0      0   \n",
              "4              0           0      0              0          0    0      0   \n",
              "...          ...         ...    ...            ...        ...  ...    ...   \n",
              "31648          0           0      0              0          0    0      0   \n",
              "31649          0           0      0              0          0    0      0   \n",
              "31650          0           0      0              0          0    0      0   \n",
              "31651          0           0      0              0          0    0      0   \n",
              "31652          0           0      0              0          0    0      0   \n",
              "\n",
              "       enrichment  enrico  enron  ense  ensemble  ensembles  enterprise  \\\n",
              "0               0       0      0     0         0          0           0   \n",
              "1               0       0      0     0         0          0           0   \n",
              "2               0       0      0     0         0          0           0   \n",
              "3               0       0      0     0         0          0           0   \n",
              "4               0       0      0     0         0          0           0   \n",
              "...           ...     ...    ...   ...       ...        ...         ...   \n",
              "31648           0       0      0     0         0          0           0   \n",
              "31649           0       0      0     0         0          0           0   \n",
              "31650           0       0      0     0         0          0           0   \n",
              "31651           0       0      0     0         0          0           0   \n",
              "31652           0       0      0     0         0          0           0   \n",
              "\n",
              "       enterprises  entertainers  entertaining  entertainment  enthusiasm  \\\n",
              "0                0             0             0              0           0   \n",
              "1                0             0             0              0           0   \n",
              "2                0             0             0              0           0   \n",
              "3                0             0             0              0           0   \n",
              "4                0             0             0              0           0   \n",
              "...            ...           ...           ...            ...         ...   \n",
              "31648            0             0             0              0           0   \n",
              "31649            0             0             0              0           0   \n",
              "31650            0             0             0              0           0   \n",
              "31651            0             0             0              0           0   \n",
              "31652            0             0             0              0           0   \n",
              "\n",
              "       entomologists  entomology  entrance  entrepreneurship  envelopes  \\\n",
              "0                  0           0         0                 0          0   \n",
              "1                  0           0         0                 0          0   \n",
              "2                  0           0         0                 0          0   \n",
              "3                  0           0         0                 0          0   \n",
              "4                  0           0         0                 0          0   \n",
              "...              ...         ...       ...               ...        ...   \n",
              "31648              0           0         0                 0          0   \n",
              "31649              0           0         0                 0          0   \n",
              "31650              0           0         0                 0          0   \n",
              "31651              0           0         0                 0          0   \n",
              "31652              0           0         0                 0          0   \n",
              "\n",
              "       environment  environmental  environmentalism  environmentalists  \\\n",
              "0                0              0                 0                  0   \n",
              "1                0              0                 0                  0   \n",
              "2                0              0                 0                  0   \n",
              "3                0              0                 0                  0   \n",
              "4                0              0                 0                  0   \n",
              "...            ...            ...               ...                ...   \n",
              "31648            0              0                 0                  0   \n",
              "31649            0              0                 0                  0   \n",
              "31650            0              0                 0                  0   \n",
              "31651            0              0                 0                  0   \n",
              "31652            0              0                 0                  0   \n",
              "\n",
              "       environmentally  environments  epcot  ephemera  ephesus  epic  \\\n",
              "0                    0             0      0         0        0     0   \n",
              "1                    0             0      0         0        0     0   \n",
              "2                    0             0      0         0        0     0   \n",
              "3                    0             0      0         0        0     0   \n",
              "4                    0             0      0         0        0     0   \n",
              "...                ...           ...    ...       ...      ...   ...   \n",
              "31648                0             0      0         0        0     0   \n",
              "31649                0             0      0         0        0     0   \n",
              "31650                0             0      0         0        0     0   \n",
              "31651                0             0      0         0        0     0   \n",
              "31652                0             0      0         0        0     0   \n",
              "\n",
              "       epidemic  epidemics  epidemiology  epigrams  epilepsy  epileptics  \\\n",
              "0             0          0             0         0         0           0   \n",
              "1             0          0             0         0         0           0   \n",
              "2             0          0             0         0         0           0   \n",
              "3             0          0             0         0         0           0   \n",
              "4             0          0             0         0         0           0   \n",
              "...         ...        ...           ...       ...       ...         ...   \n",
              "31648         0          0             0         0         0           0   \n",
              "31649         0          0             0         0         0           0   \n",
              "31650         0          0             0         0         0           0   \n",
              "31651         0          0             0         0         0           0   \n",
              "31652         0          0             0         0         0           0   \n",
              "\n",
              "       epimaco  episcopal  episcopalians  epistles  epistolary  epoch  \\\n",
              "0            0          0              0         0           0      0   \n",
              "1            0          0              0         0           0      0   \n",
              "2            0          0              0         0           0      0   \n",
              "3            0          0              0         0           0      0   \n",
              "4            0          0              0         0           0      0   \n",
              "...        ...        ...            ...       ...         ...    ...   \n",
              "31648        0          0              0         0           0      0   \n",
              "31649        0          0              0         0           0      0   \n",
              "31650        0          0              0         0           0      0   \n",
              "31651        0          0              0         0           0      0   \n",
              "31652        0          0              0         0           0      0   \n",
              "\n",
              "       epstein  equality  equalization  equatorial  equilibrium  equipment  \\\n",
              "0            0         0             0           0            0          0   \n",
              "1            0         0             0           0            0          0   \n",
              "2            0         0             0           0            0          0   \n",
              "3            0         0             0           0            0          0   \n",
              "4            0         0             0           0            0          0   \n",
              "...        ...       ...           ...         ...          ...        ...   \n",
              "31648        0         0             0           0            0          0   \n",
              "31649        0         0             0           0            0          0   \n",
              "31650        0         0             0           0            0          0   \n",
              "31651        0         0             0           0            0          0   \n",
              "31652        0         0             0           0            0          0   \n",
              "\n",
              "       equivalency  erasmus  erche  erdman  erdrich  eric  erich  erie  erika  \\\n",
              "0                0        0      0       0        0     0      0     0      0   \n",
              "1                0        0      0       0        0     0      0     0      0   \n",
              "2                0        0      0       0        0     0      0     0      0   \n",
              "3                0        0      0       0        0     0      0     0      0   \n",
              "4                0        0      0       0        0     0      0     0      0   \n",
              "...            ...      ...    ...     ...      ...   ...    ...   ...    ...   \n",
              "31648            0        0      0       0        0     0      0     0      0   \n",
              "31649            0        0      0       0        0     0      0     0      0   \n",
              "31650            0        0      0       0        0     0      0     0      0   \n",
              "31651            0        0      0       0        0     0      0     0      0   \n",
              "31652            0        0      0       0        0     0      0     0      0   \n",
              "\n",
              "       erin  eritrea  ermachild  ermitazh  ernest  ernesto  ernie  ernst  \\\n",
              "0         0        0          0         0       0        0      0      0   \n",
              "1         0        0          0         0       0        0      0      0   \n",
              "2         0        0          0         0       0        0      0      0   \n",
              "3         0        0          0         0       0        0      0      0   \n",
              "4         0        0          0         0       0        0      0      0   \n",
              "...     ...      ...        ...       ...     ...      ...    ...    ...   \n",
              "31648     0        0          0         0       0        0      0      0   \n",
              "31649     0        0          0         0       0        0      0      0   \n",
              "31650     0        0          0         0       0        0      0      0   \n",
              "31651     0        0          0         0       0        0      0      0   \n",
              "31652     0        0          0         0       0        0      0      0   \n",
              "\n",
              "       erotic  erotica  errol  error  errors  eruption  ervin  erwin  es  \\\n",
              "0           0        0      0      0       0         0      0      0   0   \n",
              "1           0        0      0      0       0         0      0      0   0   \n",
              "2           0        0      0      0       0         0      0      0   0   \n",
              "3           0        0      0      0       0         0      0      0   0   \n",
              "4           0        0      0      0       0         0      0      0   0   \n",
              "...       ...      ...    ...    ...     ...       ...    ...    ...  ..   \n",
              "31648       0        0      0      0       0         0      0      0   0   \n",
              "31649       0        0      0      0       0         0      0      0   0   \n",
              "31650       0        0      0      0       0         0      0      0   0   \n",
              "31651       0        0      0      0       0         0      0      0   0   \n",
              "31652       0        0      0      0       0         0      0      0   0   \n",
              "\n",
              "       escalante  escape  escapes  eschatology  escher  escobar  escort  \\\n",
              "0              0       0        0            0       0        0       0   \n",
              "1              0       0        0            0       0        0       0   \n",
              "2              0       0        0            0       0        0       0   \n",
              "3              0       0        0            0       0        0       0   \n",
              "4              0       0        0            0       0        0       0   \n",
              "...          ...     ...      ...          ...     ...      ...     ...   \n",
              "31648          0       0        0            0       0        0       0   \n",
              "31649          0       0        0            0       0        0       0   \n",
              "31650          0       0        0            0       0        0       0   \n",
              "31651          0       0        0            0       0        0       0   \n",
              "31652          0       0        0            0       0        0       0   \n",
              "\n",
              "       eskimo  eskimos  esmeralda  espa  espanoles  esperanto  esperanza  \\\n",
              "0           0        0          0     0          0          0          0   \n",
              "1           0        0          0     0          0          0          0   \n",
              "2           0        0          0     0          0          0          0   \n",
              "3           0        0          0     0          0          0          0   \n",
              "4           0        0          0     0          0          0          0   \n",
              "...       ...      ...        ...   ...        ...        ...        ...   \n",
              "31648       0        0          0     0          0          0          0   \n",
              "31649       0        0          0     0          0          0          0   \n",
              "31650       0        0          0     0          0          0          0   \n",
              "31651       0        0          0     0          0          0          0   \n",
              "31652       0        0          0     0          0          0          0   \n",
              "\n",
              "       espinosa  espionage  espresso  esquibel  essays  essence  essences  \\\n",
              "0             0          0         0         0       0        0         0   \n",
              "1             0          0         0         0       0        0         0   \n",
              "2             0          0         0         0       0        0         0   \n",
              "3             0          0         0         0       0        0         0   \n",
              "4             0          0         0         0       0        0         0   \n",
              "...         ...        ...       ...       ...     ...      ...       ...   \n",
              "31648         0          0         0         0       0        0         0   \n",
              "31649         0          0         0         0       0        0         0   \n",
              "31650         0          0         0         0       0        0         0   \n",
              "31651         0          0         0         0       0        0         0   \n",
              "31652         0          0         0         0       0        0         0   \n",
              "\n",
              "       essential  essex  establishments  estado  estate  estates  esteem  \\\n",
              "0              0      0               0       0       0        0       0   \n",
              "1              0      0               0       0       0        0       0   \n",
              "2              0      0               0       0       0        0       0   \n",
              "3              0      0               0       0       0        0       0   \n",
              "4              0      0               0       0       0        0       0   \n",
              "...          ...    ...             ...     ...     ...      ...     ...   \n",
              "31648          0      0               0       0       0        0       0   \n",
              "31649          0      0               0       0       0        0       0   \n",
              "31650          0      0               0       0       0        0       0   \n",
              "31651          0      0               0       0       0        0       0   \n",
              "31652          0      0               0       0       0        0       0   \n",
              "\n",
              "       esther  estimates  estimation  estuaries  estuarine  eszterhas  et  \\\n",
              "0           0          0           0          0          0          0   0   \n",
              "1           0          0           0          0          0          0   0   \n",
              "2           0          0           0          0          0          0   0   \n",
              "3           0          0           0          0          0          0   0   \n",
              "4           0          0           0          0          0          0   0   \n",
              "...       ...        ...         ...        ...        ...        ...  ..   \n",
              "31648       0          0           0          0          0          0   0   \n",
              "31649       0          0           0          0          0          0   0   \n",
              "31650       0          0           0          0          0          0   0   \n",
              "31651       0          0           0          0          0          0   0   \n",
              "31652       0          0           0          0          0          0   0   \n",
              "\n",
              "       etc  eternity  ethel  ethic  ethical  ethics  ethiopia  ethiopian  \\\n",
              "0        0         0      0      0        0       0         0          0   \n",
              "1        0         0      0      0        0       0         0          0   \n",
              "2        0         0      0      0        0       0         0          0   \n",
              "3        0         0      0      0        0       0         0          0   \n",
              "4        0         0      0      0        0       0         0          0   \n",
              "...    ...       ...    ...    ...      ...     ...       ...        ...   \n",
              "31648    1         0      0      0        0       0         0          0   \n",
              "31649    0         0      0      0        0       0         0          0   \n",
              "31650    0         0      0      0        0       0         0          0   \n",
              "31651    2         0      0      0        0       0         0          0   \n",
              "31652    0         0      0      0        0       0         0          0   \n",
              "\n",
              "       ethiopians  ethnic  ethnical  ethnicity  ethnobotany  ethnological  \\\n",
              "0               0       0         0          0            0             0   \n",
              "1               0       0         0          0            0             0   \n",
              "2               0       0         0          0            0             0   \n",
              "3               0       0         0          0            0             0   \n",
              "4               0       0         0          0            0             0   \n",
              "...           ...     ...       ...        ...          ...           ...   \n",
              "31648           0       0         0          0            0             0   \n",
              "31649           0       0         0          0            0             0   \n",
              "31650           0       0         0          0            0             0   \n",
              "31651           0       0         0          0            0             0   \n",
              "31652           0       0         0          0            0             0   \n",
              "\n",
              "       ethnology  ethnophilosophy  ethnopsychology  ethologists  etienne  \\\n",
              "0              0                0                0            0        0   \n",
              "1              0                0                0            0        0   \n",
              "2              0                0                0            0        0   \n",
              "3              0                0                0            0        0   \n",
              "4              0                0                0            0        0   \n",
              "...          ...              ...              ...          ...      ...   \n",
              "31648          0                0                0            0        0   \n",
              "31649          0                0                0            0        0   \n",
              "31650          0                0                0            0        0   \n",
              "31651          0                0                0            0        0   \n",
              "31652          0                0                0            0        0   \n",
              "\n",
              "       etiology  etiquette  etna  etrade  etruria  etruscan  etymology  \\\n",
              "0             0          0     0       0        0         0          0   \n",
              "1             0          0     0       0        0         0          0   \n",
              "2             0          0     0       0        0         0          0   \n",
              "3             0          0     0       0        0         0          0   \n",
              "4             0          0     0       0        0         0          0   \n",
              "...         ...        ...   ...     ...      ...       ...        ...   \n",
              "31648         0          0     0       0        0         0          0   \n",
              "31649         0          0     0       0        0         0          0   \n",
              "31650         0          0     0       0        0         0          0   \n",
              "31651         0          0     0       0        0         0          0   \n",
              "31652         0          0     0       0        0         0          0   \n",
              "\n",
              "       eudora  eug  eugen  eugene  eulogies  euphrates  eurasians  euripides  \\\n",
              "0           0    0      0       0         0          0          0          0   \n",
              "1           0    0      0       0         0          0          0          0   \n",
              "2           0    0      0       0         0          0          0          0   \n",
              "3           0    0      0       0         0          0          0          0   \n",
              "4           0    0      0       0         0          0          0          0   \n",
              "...       ...  ...    ...     ...       ...        ...        ...        ...   \n",
              "31648       0    0      0       0         0          0          0          0   \n",
              "31649       0    0      0       0         0          0          0          0   \n",
              "31650       0    0      0       0         0          0          0          0   \n",
              "31651       0    0      0       0         0          0          0          0   \n",
              "31652       0    0      0       0         0          0          0          0   \n",
              "\n",
              "       europe  european  europeans  euthanasia  eva  evacuation  evaluation  \\\n",
              "0           0         0          0           0    0           0           0   \n",
              "1           0         0          0           0    0           0           0   \n",
              "2           0         0          0           0    0           0           0   \n",
              "3           0         0          0           0    0           0           0   \n",
              "4           0         0          0           0    0           0           0   \n",
              "...       ...       ...        ...         ...  ...         ...         ...   \n",
              "31648       0         0          0           0    0           0           0   \n",
              "31649       0         0          0           0    0           0           0   \n",
              "31650       0         0          0           0    0           0           0   \n",
              "31651       0         0          0           0    0           0           0   \n",
              "31652       0         0          0           0    0           0           0   \n",
              "\n",
              "       evan  evangelicalism  evangelistic  evangelists  evans  evaporation  \\\n",
              "0         0               0             0            0      0            0   \n",
              "1         0               0             0            0      0            0   \n",
              "2         0               0             0            0      0            0   \n",
              "3         0               0             0            0      0            0   \n",
              "4         0               0             0            0      0            0   \n",
              "...     ...             ...           ...          ...    ...          ...   \n",
              "31648     0               0             0            0      0            0   \n",
              "31649     0               0             0            0      0            0   \n",
              "31650     0               0             0            0      0            0   \n",
              "31651     0               0             0            0      0            0   \n",
              "31652     0               0             0            0      0            0   \n",
              "\n",
              "       evariste  eve  eveleigh  evelyn  evening  events  everard  everest  \\\n",
              "0             0    0         0       0        0       0        0        0   \n",
              "1             0    0         0       0        0       0        0        0   \n",
              "2             0    0         0       0        0       0        0        0   \n",
              "3             0    0         0       0        0       0        0        0   \n",
              "4             0    0         0       0        0       0        0        0   \n",
              "...         ...  ...       ...     ...      ...     ...      ...      ...   \n",
              "31648         0    0         0       0        0       0        0        0   \n",
              "31649         0    0         0       0        0       0        0        0   \n",
              "31650         0    0         0       0        0       0        0        0   \n",
              "31651         0    0         0       0        0       0        0        0   \n",
              "31652         0    0         0       0        0       0        0        0   \n",
              "\n",
              "       everett  everglades  evergreen  eviction  evidence  evil  evolution  \\\n",
              "0            0           0          0         0         0     0          0   \n",
              "1            0           0          0         0         0     0          0   \n",
              "2            0           0          0         0         0     0          0   \n",
              "3            0           0          0         0         0     0          0   \n",
              "4            0           0          0         0         0     0          0   \n",
              "...        ...         ...        ...       ...       ...   ...        ...   \n",
              "31648        0           0          0         0         0     0          0   \n",
              "31649        0           0          0         0         0     0          0   \n",
              "31650        0           0          0         0         0     0          0   \n",
              "31651        0           0          0         0         0     0          0   \n",
              "31652        0           0          0         0         0     0          0   \n",
              "\n",
              "       evolutionary  ewe  ewen  ewings  ex  examinataions  examination  \\\n",
              "0                 0    0     0       0   0              0            0   \n",
              "1                 0    0     0       0   0              0            0   \n",
              "2                 0    0     0       0   0              0            0   \n",
              "3                 0    0     0       0   0              0            0   \n",
              "4                 0    0     0       0   0              0            0   \n",
              "...             ...  ...   ...     ...  ..            ...          ...   \n",
              "31648             0    0     0       0   0              0            0   \n",
              "31649             0    0     0       0   0              0            0   \n",
              "31650             0    0     0       0   0              0            0   \n",
              "31651             0    0     0       0   0              0            0   \n",
              "31652             0    0     0       0   0              0            0   \n",
              "\n",
              "       examinations  examiners  example  excavating  excavations  excel  \\\n",
              "0                 0          0        0           0            0      0   \n",
              "1                 0          0        0           0            0      0   \n",
              "2                 0          0        0           0            0      0   \n",
              "3                 0          0        0           0            0      0   \n",
              "4                 0          0        0           0            0      0   \n",
              "...             ...        ...      ...         ...          ...    ...   \n",
              "31648             0          0        0           0            0      0   \n",
              "31649             0          0        0           0            0      0   \n",
              "31650             0          0        0           0            0      0   \n",
              "31651             0          0        0           0            0      0   \n",
              "31652             0          0        0           0            0      0   \n",
              "\n",
              "       excelsis  exceptional  excerpts  exchange  exchanges  excise  \\\n",
              "0             0            0         0         0          0       0   \n",
              "1             0            0         0         0          0       0   \n",
              "2             0            0         0         0          0       0   \n",
              "3             0            0         0         0          0       0   \n",
              "4             0            0         0         0          0       0   \n",
              "...         ...          ...       ...       ...        ...     ...   \n",
              "31648         0            0         0         0          0       0   \n",
              "31649         0            0         0         0          0       0   \n",
              "31650         0            0         0         0          0       0   \n",
              "31651         0            0         0         0          0       0   \n",
              "31652         0            0         0         0          0       0   \n",
              "\n",
              "       excitement  excretion  excursions  excuses  executioners  executions  \\\n",
              "0               0          0           0        0             0           0   \n",
              "1               0          0           0        0             0           0   \n",
              "2               0          0           0        0             0           0   \n",
              "3               0          0           0        0             0           0   \n",
              "4               0          0           0        0             0           0   \n",
              "...           ...        ...         ...      ...           ...         ...   \n",
              "31648           0          0           0        0             0           0   \n",
              "31649           0          0           0        0             0           0   \n",
              "31650           0          0           0        0             0           0   \n",
              "31651           0          0           0        0             0           0   \n",
              "31652           0          0           0        0             0           0   \n",
              "\n",
              "       executive  executives  executors  exercise  exercises  exercising  \\\n",
              "0              0           0          0         0          0           0   \n",
              "1              0           0          0         0          0           0   \n",
              "2              0           0          0         0          0           0   \n",
              "3              0           0          0         0          0           0   \n",
              "4              0           0          0         0          0           0   \n",
              "...          ...         ...        ...       ...        ...         ...   \n",
              "31648          0           0          0         0          0           0   \n",
              "31649          0           0          0         0          0           0   \n",
              "31650          0           0          0         0          0           0   \n",
              "31651          0           0          0         0          0           0   \n",
              "31652          0           0          0         0          0           0   \n",
              "\n",
              "       exercitia  exhibit  exhibitions  exhibits  exhumation  exiles  \\\n",
              "0              0        0            0         0           0       0   \n",
              "1              0        0            0         0           0       0   \n",
              "2              0        0            0         0           0       0   \n",
              "3              0        0            0         0           0       0   \n",
              "4              0        0            0         0           0       0   \n",
              "...          ...      ...          ...       ...         ...     ...   \n",
              "31648          0        0            0         0           0       0   \n",
              "31649          0        0            0         0           0       0   \n",
              "31650          0        0            0         0           0       0   \n",
              "31651          0        0            0         0           0       0   \n",
              "31652          0        0            0         0           0       0   \n",
              "\n",
              "       existence  existentialism  exito  exodus  exorcism  exotic  exoticism  \\\n",
              "0              0               0      0       0         0       0          0   \n",
              "1              0               0      0       0         0       0          0   \n",
              "2              0               0      0       0         0       0          0   \n",
              "3              0               0      0       0         0       0          0   \n",
              "4              0               0      0       0         0       0          0   \n",
              "...          ...             ...    ...     ...       ...     ...        ...   \n",
              "31648          0               0      0       0         0       0          0   \n",
              "31649          0               0      0       0         0       0          0   \n",
              "31650          0               0      0       0         0       0          0   \n",
              "31651          0               0      0       0         0       0          0   \n",
              "31652          0               0      0       0         0       0          0   \n",
              "\n",
              "       expanding  expansion  expatriate  expatriation  expedition  \\\n",
              "0              0          0           0             0           0   \n",
              "1              0          0           0             0           0   \n",
              "2              0          0           0             0           0   \n",
              "3              0          0           0             0           0   \n",
              "4              0          0           0             0           0   \n",
              "...          ...        ...         ...           ...         ...   \n",
              "31648          0          0           0             0           0   \n",
              "31649          0          0           0             0           0   \n",
              "31650          0          0           0             0           0   \n",
              "31651          0          0           0             0           0   \n",
              "31652          0          0           0             0           0   \n",
              "\n",
              "       expeditionary  expeditions  expenditures  expenses  experience  \\\n",
              "0                  0            0             0         0           0   \n",
              "1                  0            0             0         0           0   \n",
              "2                  0            0             0         0           0   \n",
              "3                  0            0             0         0           0   \n",
              "4                  0            0             0         0           0   \n",
              "...              ...          ...           ...       ...         ...   \n",
              "31648              0            0             0         0           0   \n",
              "31649              0            0             0         0           0   \n",
              "31650              0            0             0         0           0   \n",
              "31651              0            0             0         0           0   \n",
              "31652              0            0             0         0           0   \n",
              "\n",
              "       experiences  experiment  experimental  experimentation  experiments  \\\n",
              "0                0           0             0                0            0   \n",
              "1                0           0             0                0            0   \n",
              "2                0           0             0                0            0   \n",
              "3                0           0             0                0            0   \n",
              "4                0           0             0                0            0   \n",
              "...            ...         ...           ...              ...          ...   \n",
              "31648            0           0             0                0            0   \n",
              "31649            0           0             0                0            0   \n",
              "31650            0           0             0                0            0   \n",
              "31651            0           0             0                0            0   \n",
              "31652            0           0             0                0            0   \n",
              "\n",
              "       explication  exploitation  exploration  explorer  explorers  exploring  \\\n",
              "0                0             0            0         0          0          0   \n",
              "1                0             0            0         0          0          0   \n",
              "2                0             0            0         0          0          0   \n",
              "3                0             0            0         0          0          0   \n",
              "4                0             0            0         0          0          0   \n",
              "...            ...           ...          ...       ...        ...        ...   \n",
              "31648            0             0            0         0          0          0   \n",
              "31649            0             0            0         0          0          0   \n",
              "31650            0             0            0         0          0          0   \n",
              "31651            0             0            0         0          0          0   \n",
              "31652            0             0            0         0          0          0   \n",
              "\n",
              "       explosions  explosives  exponents  exporting  exports  exposition  \\\n",
              "0               0           0          0          0        0           0   \n",
              "1               0           0          0          0        0           0   \n",
              "2               0           0          0          0        0           0   \n",
              "3               0           0          0          0        0           0   \n",
              "4               0           0          0          0        0           0   \n",
              "...           ...         ...        ...        ...      ...         ...   \n",
              "31648           0           0          0          0        0           0   \n",
              "31649           0           0          0          0        0           0   \n",
              "31650           0           0          0          0        0           0   \n",
              "31651           0           0          0          0        0           0   \n",
              "31652           0           0          0          0        0           0   \n",
              "\n",
              "       express  expression  expressionism  ext  exterior  external  extinct  \\\n",
              "0            0           0              0    0         0         0        0   \n",
              "1            0           0              0    0         0         0        0   \n",
              "2            0           0              0    0         0         0        0   \n",
              "3            0           0              0    0         0         0        0   \n",
              "4            0           0              0    0         0         0        0   \n",
              "...        ...         ...            ...  ...       ...       ...      ...   \n",
              "31648        0           0              0    0         0         0        0   \n",
              "31649        0           0              0    0         0         0        0   \n",
              "31650        0           0              0    0         0         0        0   \n",
              "31651        0           0              0    0         0         0        0   \n",
              "31652        0           0              0    0         0         0        0   \n",
              "\n",
              "       extinction  extortion  extranets  extraordinary  extrasensory  \\\n",
              "0               0          0          0              0             0   \n",
              "1               0          0          0              0             0   \n",
              "2               0          0          0              0             0   \n",
              "3               0          0          0              0             0   \n",
              "4               0          0          0              0             0   \n",
              "...           ...        ...        ...            ...           ...   \n",
              "31648           0          0          0              0             0   \n",
              "31649           0          0          0              0             0   \n",
              "31650           0          0          0              0             0   \n",
              "31651           0          0          0              0             0   \n",
              "31652           0          0          0              0             0   \n",
              "\n",
              "       extraterrestrial  extreme  extremists  eye  eyebrows  eyeglasses  eyes  \\\n",
              "0                     0        0           0    0         0           0     0   \n",
              "1                     0        0           0    0         0           0     0   \n",
              "2                     0        0           0    0         0           0     0   \n",
              "3                     0        0           0    0         0           0     0   \n",
              "4                     0        0           0    0         0           0     0   \n",
              "...                 ...      ...         ...  ...       ...         ...   ...   \n",
              "31648                 0        0           0    0         0           0     0   \n",
              "31649                 0        0           0    0         0           0     0   \n",
              "31650                 0        0           0    0         0           0     0   \n",
              "31651                 0        0           0    0         0           0     0   \n",
              "31652                 0        0           0    0         0           0     0   \n",
              "\n",
              "       ez  ezekial  ezell  ezio  ezra  f  faber  fables  fabrics  face  \\\n",
              "0       0        0      0     0     0  0      0       0        0     0   \n",
              "1       0        0      0     0     0  0      0       0        0     0   \n",
              "2       0        0      0     0     0  0      0       0        0     0   \n",
              "3       0        0      0     0     0  0      0       0        0     0   \n",
              "4       0        0      0     0     0  0      0       0        0     0   \n",
              "...    ..      ...    ...   ...   ... ..    ...     ...      ...   ...   \n",
              "31648   0        0      0     0     0  0      0       0        0     0   \n",
              "31649   0        0      0     0     0  0      0       0        0     0   \n",
              "31650   0        0      0     0     0  0      0       0        0     0   \n",
              "31651   0        0      0     0     0  0      0       0        0     0   \n",
              "31652   0        0      0     0     0  0      0       0        0     0   \n",
              "\n",
              "       facial  facilities  facility  facsimiles  factories  factors  faculty  \\\n",
              "0           0           0         0           0          0        0        0   \n",
              "1           0           0         0           0          0        0        0   \n",
              "2           0           0         0           0          0        0        0   \n",
              "3           0           0         0           0          0        0        0   \n",
              "4           0           0         0           0          0        0        0   \n",
              "...       ...         ...       ...         ...        ...      ...      ...   \n",
              "31648       0           1         0           0          0        0        0   \n",
              "31649       0           0         0           0          0        0        0   \n",
              "31650       0           0         0           0          0        0        0   \n",
              "31651       0           0         0           0          0        0        0   \n",
              "31652       0           0         0           0          0        0        0   \n",
              "\n",
              "       fadlan  fados  fahey  fahrenheit  failure  failures  fair  fairacre  \\\n",
              "0           0      0      0           0        0         0     0         0   \n",
              "1           0      0      0           0        0         0     0         0   \n",
              "2           0      0      0           0        0         0     0         0   \n",
              "3           0      0      0           0        0         0     0         0   \n",
              "4           0      0      0           0        0         0     0         0   \n",
              "...       ...    ...    ...         ...      ...       ...   ...       ...   \n",
              "31648       0      0      0           0        0         0     0         0   \n",
              "31649       0      0      0           0        0         0     0         0   \n",
              "31650       0      0      0           0        0         0     0         0   \n",
              "31651       0      0      0           0        0         0     0         0   \n",
              "31652       0      0      0           0        0         0     0         0   \n",
              "\n",
              "       fairchild  fairies  fairmont  fairplay  fairs  fairy  faith  faithfull  \\\n",
              "0              0        0         0         0      0      0      0          0   \n",
              "1              0        0         0         0      0      0      0          0   \n",
              "2              0        0         0         0      0      0      0          0   \n",
              "3              0        0         0         0      0      0      0          0   \n",
              "4              0        0         0         0      0      0      0          0   \n",
              "...          ...      ...       ...       ...    ...    ...    ...        ...   \n",
              "31648          0        0         0         0      0      0      0          0   \n",
              "31649          0        0         0         0      0      0      0          0   \n",
              "31650          0        0         0         0      0      0      0          0   \n",
              "31651          0        0         0         0      0      1      0          0   \n",
              "31652          0        0         0         0      0      0      0          0   \n",
              "\n",
              "       faizabad  fakahatchee  falco  falcon  falconry  falcons  fall  \\\n",
              "0             0            0      0       0         0        0     0   \n",
              "1             0            0      0       0         0        0     0   \n",
              "2             0            0      0       0         0        0     0   \n",
              "3             0            0      0       0         0        0     0   \n",
              "4             0            0      0       0         0        0     0   \n",
              "...         ...          ...    ...     ...       ...      ...   ...   \n",
              "31648         0            0      0       0         0        0     0   \n",
              "31649         0            0      0       0         0        0     0   \n",
              "31650         0            0      0       0         0        0     0   \n",
              "31651         0            0      0       0         0        0     0   \n",
              "31652         0            0      0       0         0        0     0   \n",
              "\n",
              "       fallacies  fallot  fallout  falls  false  falsehood  falstaff  falun  \\\n",
              "0              0       0        0      0      0          0         0      0   \n",
              "1              0       0        0      0      0          0         0      0   \n",
              "2              0       0        0      0      0          0         0      0   \n",
              "3              0       0        0      0      0          0         0      0   \n",
              "4              0       0        0      0      0          0         0      0   \n",
              "...          ...     ...      ...    ...    ...        ...       ...    ...   \n",
              "31648          0       0        0      0      0          0         0      0   \n",
              "31649          0       0        0      0      0          0         0      0   \n",
              "31650          0       0        0      0      0          0         0      0   \n",
              "31651          0       0        0      0      0          0         0      0   \n",
              "31652          0       0        0      0      0          0         0      0   \n",
              "\n",
              "       fame  familial  familiars  families  family  famine  famines  \\\n",
              "0         0         0          0         0       0       0        0   \n",
              "1         0         0          0         0       0       0        0   \n",
              "2         0         0          0         0       0       0        0   \n",
              "3         0         0          0         0       1       0        0   \n",
              "4         0         0          0         0       0       0        0   \n",
              "...     ...       ...        ...       ...     ...     ...      ...   \n",
              "31648     0         0          0         0       0       0        0   \n",
              "31649     0         0          0         0       0       0        0   \n",
              "31650     0         0          0         0       0       0        0   \n",
              "31651     0         0          0         0       0       0        0   \n",
              "31652     0         0          0         0       0       0        0   \n",
              "\n",
              "       fanaticism  fancy  fanfares  fans  fant  fantasies  fantasmas  \\\n",
              "0               0      0         0     0     0          0          0   \n",
              "1               0      0         0     0     0          0          0   \n",
              "2               0      0         0     0     0          0          0   \n",
              "3               0      0         0     0     0          0          0   \n",
              "4               0      0         0     0     0          0          0   \n",
              "...           ...    ...       ...   ...   ...        ...        ...   \n",
              "31648           0      0         0     0     0          0          0   \n",
              "31649           0      0         0     0     0          0          0   \n",
              "31650           0      0         0     0     0          0          0   \n",
              "31651           0      0         0     0     0          0          0   \n",
              "31652           0      0         0     0     0          0          0   \n",
              "\n",
              "       fantastic  fantasy  fante  fanzines  farah  farewell  farewells  \\\n",
              "0              0        0      0         0      0         0          0   \n",
              "1              0        0      0         0      0         0          0   \n",
              "2              0        0      0         0      0         0          0   \n",
              "3              0        0      0         0      0         0          0   \n",
              "4              0        0      0         0      0         0          0   \n",
              "...          ...      ...    ...       ...    ...       ...        ...   \n",
              "31648          0        0      0         0      0         0          0   \n",
              "31649          0        0      0         0      0         0          0   \n",
              "31650          0        0      0         0      0         0          0   \n",
              "31651          0        1      0         0      0         0          0   \n",
              "31652          0        0      0         0      0         0          0   \n",
              "\n",
              "       farley  farm  farman  farmers  farming  farms  farrell  farren  \\\n",
              "0           0     0       0        0        0      0        0       0   \n",
              "1           0     0       0        0        0      0        0       0   \n",
              "2           0     0       0        0        0      0        0       0   \n",
              "3           0     0       0        0        0      0        0       0   \n",
              "4           0     0       0        0        0      0        0       0   \n",
              "...       ...   ...     ...      ...      ...    ...      ...     ...   \n",
              "31648       0     0       0        0        0      0        0       0   \n",
              "31649       0     0       0        0        0      0        0       0   \n",
              "31650       0     0       0        0        0      0        0       0   \n",
              "31651       0     0       0        0        0      0        0       0   \n",
              "31652       0     0       0        0        0      0        0       0   \n",
              "\n",
              "       farshad  faruk  fascism  fashion  faso  fassbinder  fast  fasting  \\\n",
              "0            0      0        0        0     0           0     0        0   \n",
              "1            0      0        0        0     0           0     0        0   \n",
              "2            0      0        0        0     0           0     0        0   \n",
              "3            0      0        0        0     0           0     0        0   \n",
              "4            0      0        0        0     0           0     0        0   \n",
              "...        ...    ...      ...      ...   ...         ...   ...      ...   \n",
              "31648        0      0        0        0     0           0     0        0   \n",
              "31649        0      0        0        0     0           0     0        0   \n",
              "31650        0      0        0        0     0           0     0        0   \n",
              "31651        0      0        0        0     0           0     0        0   \n",
              "31652        0      0        0        0     0           0     0        0   \n",
              "\n",
              "       fasts  fat  fatales  fatalism  fate  father  fatherhood  fathers  \\\n",
              "0          0    0        0         0     0       0           0        0   \n",
              "1          0    0        0         0     0       0           0        0   \n",
              "2          0    0        0         0     0       0           0        0   \n",
              "3          0    0        0         0     0       0           0        0   \n",
              "4          0    0        0         0     0       0           0        0   \n",
              "...      ...  ...      ...       ...   ...     ...         ...      ...   \n",
              "31648      0    0        0         0     0       0           0        0   \n",
              "31649      0    0        0         0     0       0           0        0   \n",
              "31650      0    0        0         0     0       0           0        0   \n",
              "31651      0    0        0         0     0       0           0        0   \n",
              "31652      0    0        0         0     0       0           0        0   \n",
              "\n",
              "       fatigue  fats  fatty  fauntleroy  faust  fauvism  favorites  favre  \\\n",
              "0            0     0      0           0      0        0          0      0   \n",
              "1            0     0      0           0      0        0          0      0   \n",
              "2            0     0      0           0      0        0          0      0   \n",
              "3            0     0      0           0      0        0          0      0   \n",
              "4            0     0      0           0      0        0          0      0   \n",
              "...        ...   ...    ...         ...    ...      ...        ...    ...   \n",
              "31648        0     0      0           0      0        0          0      0   \n",
              "31649        0     0      0           0      0        0          0      0   \n",
              "31650        0     0      0           0      0        0          0      0   \n",
              "31651        0     0      0           0      0        0          0      0   \n",
              "31652        0     0      0           0      0        0          0      0   \n",
              "\n",
              "       faye  fe  fear  feast  feasts  featherstonehaugh  feature  feces  \\\n",
              "0         0   0     0      0       0                  0        0      0   \n",
              "1         0   0     0      0       0                  0        0      0   \n",
              "2         0   0     0      0       0                  0        0      0   \n",
              "3         0   0     0      0       0                  0        0      0   \n",
              "4         0   0     0      0       0                  0        0      0   \n",
              "...     ...  ..   ...    ...     ...                ...      ...    ...   \n",
              "31648     0   0     0      0       0                  0        0      0   \n",
              "31649     0   0     0      0       0                  0        0      0   \n",
              "31650     0   0     0      0       0                  0        1      0   \n",
              "31651     0   0     0      0       0                  0        0      0   \n",
              "31652     0   0     0      0       0                  0        0      0   \n",
              "\n",
              "       federal  federated  federation  feedback  feeding  feeds  feihong  \\\n",
              "0            0          0           0         0        0      0        0   \n",
              "1            0          0           0         0        0      0        0   \n",
              "2            0          0           0         0        0      0        0   \n",
              "3            0          0           0         0        0      0        0   \n",
              "4            0          0           0         0        0      0        0   \n",
              "...        ...        ...         ...       ...      ...    ...      ...   \n",
              "31648        0          0           0         0        0      0        0   \n",
              "31649        0          0           0         0        0      0        0   \n",
              "31650        0          0           0         0        0      0        0   \n",
              "31651        0          0           0         0        0      0        0   \n",
              "31652        0          0           0         0        0      0        0   \n",
              "\n",
              "       fela  felbrigg  felidae  felipe  felix  fell  fellowship  fellowships  \\\n",
              "0         0         0        0       0      0     0           0            0   \n",
              "1         0         0        0       0      0     0           0            0   \n",
              "2         0         0        0       0      0     0           0            0   \n",
              "3         0         0        0       0      0     0           0            0   \n",
              "4         0         0        0       0      0     0           0            0   \n",
              "...     ...       ...      ...     ...    ...   ...         ...          ...   \n",
              "31648     0         0        0       0      0     0           0            0   \n",
              "31649     0         0        0       0      0     0           0            0   \n",
              "31650     0         0        0       0      0     0           0            0   \n",
              "31651     0         0        0       0      0     0           0            0   \n",
              "31652     0         0        0       0      0     0           0            0   \n",
              "\n",
              "       felt  felting  felton  female  feminine  femininity  feminism  \\\n",
              "0         0        0       0       0         0           0         0   \n",
              "1         0        0       0       0         0           0         0   \n",
              "2         0        0       0       0         0           0         0   \n",
              "3         0        0       0       0         0           0         0   \n",
              "4         0        0       0       0         0           0         0   \n",
              "...     ...      ...     ...     ...       ...         ...       ...   \n",
              "31648     0        0       0       0         0           0         0   \n",
              "31649     0        0       0       0         0           0         0   \n",
              "31650     0        0       0       0         0           0         0   \n",
              "31651     0        0       0       0         0           0         0   \n",
              "31652     0        0       0       0         0           0         0   \n",
              "\n",
              "       feminist  feminists  femme  femmes  fences  fencing  feng  fens  \\\n",
              "0             0          0      0       0       0        0     0     0   \n",
              "1             0          0      0       0       0        0     0     0   \n",
              "2             0          0      0       0       0        0     0     0   \n",
              "3             0          0      0       0       0        0     0     0   \n",
              "4             0          0      0       0       0        0     0     0   \n",
              "...         ...        ...    ...     ...     ...      ...   ...   ...   \n",
              "31648         0          0      0       0       0        0     0     0   \n",
              "31649         0          0      0       0       0        0     0     0   \n",
              "31650         0          0      0       0       0        0     0     0   \n",
              "31651         0          0      0       0       0        0     0     0   \n",
              "31652         0          0      0       0       0        0     0     0   \n",
              "\n",
              "       fenton  fenway  feral  ferdinand  fergus  ferguson  fergusson  fern  \\\n",
              "0           0       0      0          0       0         0          0     0   \n",
              "1           0       0      0          0       0         0          0     0   \n",
              "2           0       0      0          0       0         0          0     0   \n",
              "3           0       0      0          0       0         0          0     0   \n",
              "4           0       0      0          0       0         0          0     0   \n",
              "...       ...     ...    ...        ...     ...       ...        ...   ...   \n",
              "31648       0       0      0          0       0         0          0     0   \n",
              "31649       0       0      0          0       0         0          0     0   \n",
              "31650       0       0      0          0       0         0          0     0   \n",
              "31651       0       0      0          0       0         0          0     0   \n",
              "31652       0       0      0          0       0         0          0     0   \n",
              "\n",
              "       fernald  fernanda  fernandez  ferns  ferrand  ferrara  ferret  ferries  \\\n",
              "0            0         0          0      0        0        0       0        0   \n",
              "1            0         0          0      0        0        0       0        0   \n",
              "2            0         0          0      0        0        0       0        0   \n",
              "3            0         0          0      0        0        0       0        0   \n",
              "4            0         0          0      0        0        0       0        0   \n",
              "...        ...       ...        ...    ...      ...      ...     ...      ...   \n",
              "31648        0         0          0      0        0        0       0        0   \n",
              "31649        0         0          0      0        0        0       0        0   \n",
              "31650        0         0          0      0        0        0       0        0   \n",
              "31651        0         0          0      0        0        0       0        0   \n",
              "31652        0         0          0      0        0        0       0        0   \n",
              "\n",
              "       ferry  fertility  fertilization  fertilizer  festival  festivals  \\\n",
              "0          0          0              0           0         0          0   \n",
              "1          0          0              0           0         0          0   \n",
              "2          0          0              0           0         0          0   \n",
              "3          0          0              0           0         0          0   \n",
              "4          0          0              0           0         0          0   \n",
              "...      ...        ...            ...         ...       ...        ...   \n",
              "31648      0          0              0           0         0          0   \n",
              "31649      0          0              0           0         0          0   \n",
              "31650      0          0              0           0         0          0   \n",
              "31651      0          0              0           0         0          0   \n",
              "31652      0          0              0           0         0          0   \n",
              "\n",
              "       fetal  fetishism  fett  fetus  fetzer  feudalism  fever  fey  feynman  \\\n",
              "0          0          0     0      0       0          0      0    0        0   \n",
              "1          0          0     0      0       0          0      0    0        0   \n",
              "2          0          0     0      0       0          0      0    0        0   \n",
              "3          0          0     0      0       0          0      0    0        0   \n",
              "4          0          0     0      0       0          0      0    0        0   \n",
              "...      ...        ...   ...    ...     ...        ...    ...  ...      ...   \n",
              "31648      0          0     0      0       0          0      0    0        0   \n",
              "31649      0          0     0      0       0          0      0    0        0   \n",
              "31650      0          0     0      0       0          0      0    0        0   \n",
              "31651      0          0     0      0       0          0      0    0        0   \n",
              "31652      0          0     0      0       0          0      0    0        0   \n",
              "\n",
              "       fiber  fibers  fiberwork  fibonacci  fibroids  fibromyalgia  fiction  \\\n",
              "0          0       0          0          0         0             0        0   \n",
              "1          0       0          0          0         0             0        0   \n",
              "2          0       0          0          0         0             0        0   \n",
              "3          0       0          0          0         0             0        7   \n",
              "4          0       0          0          0         0             0        0   \n",
              "...      ...     ...        ...        ...       ...           ...      ...   \n",
              "31648      0       0          0          0         0             0        0   \n",
              "31649      0       0          0          0         0             0        0   \n",
              "31650      0       0          0          0         0             0        0   \n",
              "31651      0       0          0          0         0             0        0   \n",
              "31652      0       0          0          0         0             0        0   \n",
              "\n",
              "       fictional  fictitious  fiddle  fiddlers  fiddling  fidel  fidelma  \\\n",
              "0              0           0       0         0         0      0        0   \n",
              "1              0           0       0         0         0      0        0   \n",
              "2              0           0       0         0         0      0        0   \n",
              "3              0           0       0         0         0      0        0   \n",
              "4              0           0       0         0         0      0        0   \n",
              "...          ...         ...     ...       ...       ...    ...      ...   \n",
              "31648          0           0       0         0         0      0        0   \n",
              "31649          0           1       0         0         0      0        0   \n",
              "31650          0           0       0         0         0      0        0   \n",
              "31651          0           0       0         0         0      0        0   \n",
              "31652          0           0       0         0         0      0        0   \n",
              "\n",
              "       field  fielding  fields  fieldwork  fievel  fighter  fighters  \\\n",
              "0          0         0       0          0       0        0         0   \n",
              "1          0         0       0          0       0        0         0   \n",
              "2          0         0       0          0       0        0         0   \n",
              "3          0         0       0          0       0        0         0   \n",
              "4          0         0       0          0       0        0         0   \n",
              "...      ...       ...     ...        ...     ...      ...       ...   \n",
              "31648      0         0       0          0       0        0         0   \n",
              "31649      0         0       0          0       0        0         0   \n",
              "31650      0         0       0          0       0        0         0   \n",
              "31651      0         0       0          0       0        0         0   \n",
              "31652      0         0       0          0       0        0         0   \n",
              "\n",
              "       fighting  figure  figures  filastiniyah  file  filipino  filipinos  \\\n",
              "0             0       0        0             0     0         0          0   \n",
              "1             0       0        0             0     0         0          0   \n",
              "2             0       0        0             0     0         0          0   \n",
              "3             0       0        0             0     0         0          0   \n",
              "4             0       0        0             0     0         0          0   \n",
              "...         ...     ...      ...           ...   ...       ...        ...   \n",
              "31648         0       0        0             0     0         0          0   \n",
              "31649         0       0        0             0     0         0          0   \n",
              "31650         0       0        0             0     0         0          0   \n",
              "31651         0       0        0             0     0         0          0   \n",
              "31652         0       0        0             0     0         0          0   \n",
              "\n",
              "       filippo  film  filmmakers  films  filmstrips  filomena  fin  finance  \\\n",
              "0            0     0           0      0           0         0    0        0   \n",
              "1            0     0           0      0           0         0    0        0   \n",
              "2            0     0           0      0           0         0    0        0   \n",
              "3            0     0           0      0           0         0    0        0   \n",
              "4            0     0           0      0           0         0    0        0   \n",
              "...        ...   ...         ...    ...         ...       ...  ...      ...   \n",
              "31648        0     0           0      0           0         0    0        0   \n",
              "31649        0     0           0      0           0         0    0        0   \n",
              "31650        0     0           0      2           0         0    0        0   \n",
              "31651        0     0           0      0           0         0    0        0   \n",
              "31652        0     0           0      0           0         0    0        0   \n",
              "\n",
              "       financial  financiers  finding  finger  fingerprinting  fingerprints  \\\n",
              "0              0           0        0       0               0             0   \n",
              "1              0           0        0       0               0             0   \n",
              "2              0           0        0       0               0             0   \n",
              "3              0           0        0       0               0             0   \n",
              "4              0           0        0       0               0             0   \n",
              "...          ...         ...      ...     ...             ...           ...   \n",
              "31648          0           0        0       0               0             0   \n",
              "31649          0           0        0       0               0             0   \n",
              "31650          0           0        0       0               0             0   \n",
              "31651          0           0        0       0               0             0   \n",
              "31652          0           0        0       0               0             0   \n",
              "\n",
              "       fingers  finish  finishes  finishing  finland  finlay  finn  finnish  \\\n",
              "0            0       0         0          0        0       0     0        0   \n",
              "1            0       0         0          0        0       0     0        0   \n",
              "2            0       0         0          0        0       0     0        0   \n",
              "3            0       0         0          0        0       0     0        0   \n",
              "4            0       0         0          0        0       0     0        0   \n",
              "...        ...     ...       ...        ...      ...     ...   ...      ...   \n",
              "31648        0       0         0          0        0       0     0        0   \n",
              "31649        0       0         0          0        0       0     0        0   \n",
              "31650        0       0         0          0        0       0     0        0   \n",
              "31651        0       0         0          0        0       0     0        0   \n",
              "31652        0       0         0          0        0       0     0        0   \n",
              "\n",
              "       fiore  fir  firdowsi  fire  firearms  firecrackers  fireflies  \\\n",
              "0          0    0         0     0         0             0          0   \n",
              "1          0    0         0     0         0             0          0   \n",
              "2          0    0         0     0         0             0          0   \n",
              "3          0    0         0     0         0             0          0   \n",
              "4          0    0         0     0         0             0          0   \n",
              "...      ...  ...       ...   ...       ...           ...        ...   \n",
              "31648      0    0         0     0         0             0          0   \n",
              "31649      0    0         0     0         0             0          0   \n",
              "31650      0    0         0     0         0             0          0   \n",
              "31651      0    0         0     0         0             0          0   \n",
              "31652      0    0         0     0         0             0          0   \n",
              "\n",
              "       firekeeper  fires  fireworks  firm  firms  firoozeh  first  fiscal  \\\n",
              "0               0      0          0     0      0         0      0       0   \n",
              "1               0      0          0     0      0         0      0       0   \n",
              "2               0      0          0     0      0         0      0       0   \n",
              "3               0      0          0     0      0         0      0       0   \n",
              "4               0      0          0     0      0         0      0       0   \n",
              "...           ...    ...        ...   ...    ...       ...    ...     ...   \n",
              "31648           0      0          0     0      0         0      0       0   \n",
              "31649           0      0          0     0      0         0      0       0   \n",
              "31650           0      0          0     0      0         0      0       0   \n",
              "31651           0      0          0     0      0         0      0       0   \n",
              "31652           0      0          0     0      0         0      0       0   \n",
              "\n",
              "       fischer  fish  fisher  fisheries  fishers  fishery  fishes  fishing  \\\n",
              "0            0     0       0          0        0        0       0        0   \n",
              "1            0     0       0          0        0        0       0        0   \n",
              "2            0     0       0          0        0        0       0        0   \n",
              "3            0     0       0          0        0        0       0        0   \n",
              "4            0     0       0          0        0        0       0        0   \n",
              "...        ...   ...     ...        ...      ...      ...     ...      ...   \n",
              "31648        0     0       0          0        0        0       0        0   \n",
              "31649        0     0       0          0        0        0       0        0   \n",
              "31650        0     0       0          0        0        0       0        0   \n",
              "31651        0     0       0          0        0        0       0        0   \n",
              "31652        0     0       0          0        0        0       0        0   \n",
              "\n",
              "       fitch  fitness  fitzgerald  fitzwilliam  five  fixing  fl  fla  flags  \\\n",
              "0          0        0           0            0     0       0   0    0      0   \n",
              "1          0        0           0            0     0       0   0    0      0   \n",
              "2          0        0           0            0     0       0   0    0      0   \n",
              "3          0        0           0            0     0       0   0    0      0   \n",
              "4          0        0           0            0     0       0   0    0      0   \n",
              "...      ...      ...         ...          ...   ...     ...  ..  ...    ...   \n",
              "31648      0        0           0            0     0       0   0    0      0   \n",
              "31649      0        0           0            0     0       0   0    0      0   \n",
              "31650      0        0           0            0     0       0   0    0      0   \n",
              "31651      0        0           0            0     0       0   0    0      0   \n",
              "31652      0        0           0            0     0       0   0    0      0   \n",
              "\n",
              "       flagstad  flaherty  flake  flamenco  flames  flanders  flannery  \\\n",
              "0             0         0      0         0       0         0         0   \n",
              "1             0         0      0         0       0         0         0   \n",
              "2             0         0      0         0       0         0         0   \n",
              "3             0         0      0         0       0         0         0   \n",
              "4             0         0      0         0       0         0         0   \n",
              "...         ...       ...    ...       ...     ...       ...       ...   \n",
              "31648         0         0      0         0       0         0         0   \n",
              "31649         0         0      0         0       0         0         0   \n",
              "31650         0         0      0         0       0         0         0   \n",
              "31651         0         0      0         0       0         0         0   \n",
              "31652         0         0      0         0       0         0         0   \n",
              "\n",
              "       flannigan  flash  flashman  flathead  flatters  flatulence  flaubert  \\\n",
              "0              0      0         0         0         0           0         0   \n",
              "1              0      0         0         0         0           0         0   \n",
              "2              0      0         0         0         0           0         0   \n",
              "3              0      0         0         0         0           0         0   \n",
              "4              0      0         0         0         0           0         0   \n",
              "...          ...    ...       ...       ...       ...         ...       ...   \n",
              "31648          0      0         0         0         0           0         0   \n",
              "31649          0      0         0         0         0           0         0   \n",
              "31650          0      0         0         0         0           0         0   \n",
              "31651          0      0         0         0         0           0         0   \n",
              "31652          0      0         0         0         0           0         0   \n",
              "\n",
              "       flavor  flavoring  flea  fleas  fleet  fleischer  fleming  flemish  \\\n",
              "0           0          0     0      0      0          0        0        0   \n",
              "1           0          0     0      0      0          0        0        0   \n",
              "2           0          0     0      0      0          0        0        0   \n",
              "3           0          0     0      0      0          0        0        0   \n",
              "4           0          0     0      0      0          0        0        0   \n",
              "...       ...        ...   ...    ...    ...        ...      ...      ...   \n",
              "31648       0          0     0      0      0          0        0        0   \n",
              "31649       0          0     0      0      0          0        0        0   \n",
              "31650       0          0     0      0      0          0        0        0   \n",
              "31651       0          0     0      0      0          0        0        0   \n",
              "31652       0          0     0      0      0          0        0        0   \n",
              "\n",
              "       fletcher  fleury  fliers  flies  flight  flights  flint  flintstones  \\\n",
              "0             0       0       0      0       0        0      0            0   \n",
              "1             0       0       0      0       0        0      0            0   \n",
              "2             0       0       0      0       0        0      0            0   \n",
              "3             0       0       0      0       0        0      0            0   \n",
              "4             0       0       0      0       0        0      0            0   \n",
              "...         ...     ...     ...    ...     ...      ...    ...          ...   \n",
              "31648         0       0       0      0       0        0      0            0   \n",
              "31649         0       0       0      0       0        0      0            0   \n",
              "31650         0       0       0      0       0        0      0            0   \n",
              "31651         0       0       0      0       0        0      0            0   \n",
              "31652         0       0       0      0       0        0      0            0   \n",
              "\n",
              "       flipper  flirting  floating  floods  floor  flooring  floors  flora  \\\n",
              "0            0         0         0       0      0         0       0      0   \n",
              "1            0         0         0       0      0         0       0      0   \n",
              "2            0         0         0       0      0         0       0      0   \n",
              "3            0         0         0       0      0         0       0      0   \n",
              "4            0         0         0       0      0         0       0      0   \n",
              "...        ...       ...       ...     ...    ...       ...     ...    ...   \n",
              "31648        0         0         0       0      0         0       0      0   \n",
              "31649        0         0         0       0      0         0       0      0   \n",
              "31650        0         0         0       0      0         0       0      0   \n",
              "31651        0         0         0       0      0         0       0      0   \n",
              "31652        0         0         0       0      0         0       0      0   \n",
              "\n",
              "       florada  floral  florence  floriculturists  florida  flow  flower  \\\n",
              "0            0       0         0                0        0     0       0   \n",
              "1            0       0         0                0        0     0       0   \n",
              "2            0       0         0                0        0     0       0   \n",
              "3            0       0         0                0        0     0       0   \n",
              "4            0       0         0                0        0     0       0   \n",
              "...        ...     ...       ...              ...      ...   ...     ...   \n",
              "31648        0       0         0                0        0     0       0   \n",
              "31649        0       0         0                0        0     0       0   \n",
              "31650        0       0         0                0        0     0       0   \n",
              "31651        0       0         0                0        0     0       0   \n",
              "31652        0       0         0                0        0     0       0   \n",
              "\n",
              "       flowering  flowers  flows  floyd  fluid  fluids  fluoxetine  flute  \\\n",
              "0              0        0      0      0      0       0           0      0   \n",
              "1              0        0      0      0      0       0           0      0   \n",
              "2              0        0      0      0      0       0           0      0   \n",
              "3              0        0      0      0      0       0           0      0   \n",
              "4              0        0      0      0      0       0           0      0   \n",
              "...          ...      ...    ...    ...    ...     ...         ...    ...   \n",
              "31648          0        0      0      0      0       0           0      0   \n",
              "31649          0        0      0      0      0       0           0      0   \n",
              "31650          0        0      0      0      0       0           0      0   \n",
              "31651          0        0      0      0      0       0           0      0   \n",
              "31652          0        0      0      0      0       0           0      0   \n",
              "\n",
              "       fly  flying  flynn  fodor  fog  foil  foliage  folk  folklore  fontana  \\\n",
              "0        0       0      0      0    0     0        0     0         0        0   \n",
              "1        0       0      0      0    0     0        0     0         0        0   \n",
              "2        0       0      0      0    0     0        0     0         0        0   \n",
              "3        0       0      0      0    0     0        0     0         0        0   \n",
              "4        0       0      0      0    0     0        0     0         0        0   \n",
              "...    ...     ...    ...    ...  ...   ...      ...   ...       ...      ...   \n",
              "31648    0       0      0      0    0     0        0     0         0        0   \n",
              "31649    0       0      0      0    0     0        0     0         0        0   \n",
              "31650    0       0      0      0    0     0        0     0         0        0   \n",
              "31651    0       0      0      0    0     0        0     0         0        0   \n",
              "31652    0       0      0      0    0     0        0     0         0        0   \n",
              "\n",
              "       fonts  food  foods  fools  foot  football  footbinding  force  forced  \\\n",
              "0          0     0      0      0     0         0            0      0       0   \n",
              "1          0     0      0      0     0         0            0      0       0   \n",
              "2          0     0      0      0     0         0            0      0       0   \n",
              "3          0     0      0      0     0         0            0      0       0   \n",
              "4          0     0      0      0     0         0            0      0       0   \n",
              "...      ...   ...    ...    ...   ...       ...          ...    ...     ...   \n",
              "31648      0     0      0      0     0         0            0      0       0   \n",
              "31649      0     0      0      0     0         0            0      0       0   \n",
              "31650      0     0      0      0     0         0            0      0       0   \n",
              "31651      0     0      0      0     0         0            0      0       0   \n",
              "31652      0     0      0      0     0         0            0      0       0   \n",
              "\n",
              "       forces  ford  forecasting  forecasts  foreclosure  foreign  foreman  \\\n",
              "0           0     0            0          0            0        0        0   \n",
              "1           0     0            0          0            0        0        0   \n",
              "2           0     0            0          0            0        0        0   \n",
              "3           0     0            0          0            0        0        0   \n",
              "4           0     0            0          0            0        0        0   \n",
              "...       ...   ...          ...        ...          ...      ...      ...   \n",
              "31648       0     0            0          0            0        0        0   \n",
              "31649       0     0            0          0            0        0        0   \n",
              "31650       0     0            0          0            0        0        0   \n",
              "31651       0     0            0          0            0        0        0   \n",
              "31652       0     0            0          0            0        0        0   \n",
              "\n",
              "       forensic  forest  forestry  forests  forever  forge  forgeries  \\\n",
              "0             0       0         0        0        0      0          0   \n",
              "1             0       0         0        0        0      0          0   \n",
              "2             0       0         0        0        0      0          0   \n",
              "3             0       0         0        0        0      0          0   \n",
              "4             0       0         0        0        0      0          0   \n",
              "...         ...     ...       ...      ...      ...    ...        ...   \n",
              "31648         0       0         0        0        0      0          0   \n",
              "31649         0       0         0        0        0      0          0   \n",
              "31650         0       0         0        0        0      0          0   \n",
              "31651         0       0         0        0        0      0          0   \n",
              "31652         0       0         0        0        0      0          0   \n",
              "\n",
              "       forgiveness  forgotten  forks  form  formal  forman  formation  former  \\\n",
              "0                0          0      0     0       0       0          0       0   \n",
              "1                0          0      0     0       0       0          0       0   \n",
              "2                0          0      0     0       0       0          0       0   \n",
              "3                0          0      0     0       0       0          0       0   \n",
              "4                0          0      0     0       0       0          0       0   \n",
              "...            ...        ...    ...   ...     ...     ...        ...     ...   \n",
              "31648            0          0      0     0       0       0          0       0   \n",
              "31649            0          0      0     0       0       0          0       0   \n",
              "31650            0          0      0     0       0       0          0       0   \n",
              "31651            0          0      0     0       0       0          0       0   \n",
              "31652            0          0      0     0       0       0          0       0   \n",
              "\n",
              "       forms  formulae  formulaic  formulas  fort  forties  fortification  \\\n",
              "0          0         0          0         0     0        0              0   \n",
              "1          0         0          0         0     0        0              0   \n",
              "2          0         0          0         0     0        0              0   \n",
              "3          0         0          0         0     0        0              0   \n",
              "4          0         0          0         0     0        0              0   \n",
              "...      ...       ...        ...       ...   ...      ...            ...   \n",
              "31648      0         0          0         0     0        0              0   \n",
              "31649      0         0          0         0     0        0              0   \n",
              "31650      0         0          0         0     0        0              0   \n",
              "31651      0         0          0         0     0        0              0   \n",
              "31652      0         0          0         0     0        0              0   \n",
              "\n",
              "       fortune  forty  foss  fossil  fossils  foster  fotheringham  foucault  \\\n",
              "0            0      0     0       0        0       0             0         0   \n",
              "1            0      0     0       0        0       0             0         0   \n",
              "2            0      0     0       0        0       0             0         0   \n",
              "3            0      0     0       0        0       0             0         0   \n",
              "4            0      0     0       0        0       0             0         0   \n",
              "...        ...    ...   ...     ...      ...     ...           ...       ...   \n",
              "31648        0      0     0       0        0       0             0         0   \n",
              "31649        0      0     0       0        0       0             0         0   \n",
              "31650        0      0     0       0        0       0             0         0   \n",
              "31651        0      0     0       0        0       0             0         0   \n",
              "31652        0      0     0       0        0       0             0         0   \n",
              "\n",
              "       found  foundations  founding  foundlings  fountains  four  fourteenth  \\\n",
              "0          0            0         0           0          0     0           0   \n",
              "1          0            0         0           0          0     0           0   \n",
              "2          0            0         0           0          0     0           0   \n",
              "3          0            0         0           0          0     0           0   \n",
              "4          0            0         0           0          0     0           0   \n",
              "...      ...          ...       ...         ...        ...   ...         ...   \n",
              "31648      0            0         0           0          0     0           0   \n",
              "31649      0            0         0           0          0     0           0   \n",
              "31650      0            0         0           0          0     0           0   \n",
              "31651      0            0         0           0          0     0           0   \n",
              "31652      0            0         0           0          0     0           0   \n",
              "\n",
              "       fourth  fowler  fox  foxes  foxtrot  fr  fractions  fractures  \\\n",
              "0           0       0    0      0        0   0          0          0   \n",
              "1           0       0    0      0        0   0          0          0   \n",
              "2           0       0    0      0        0   0          0          0   \n",
              "3           0       0    0      0        0   0          0          0   \n",
              "4           0       0    0      0        0   0          0          0   \n",
              "...       ...     ...  ...    ...      ...  ..        ...        ...   \n",
              "31648       0       0    0      0        0   0          0          0   \n",
              "31649       0       0    0      0        0   0          0          0   \n",
              "31650       0       0    0      0        0   0          0          0   \n",
              "31651       0       0    0      0        0   0          0          0   \n",
              "31652       0       0    0      0        0   0          0          0   \n",
              "\n",
              "       fragrant  frame  framemaker  frames  framework  framing  framingham  \\\n",
              "0             0      0           0       0          0        0           0   \n",
              "1             0      0           0       0          0        0           0   \n",
              "2             0      0           0       0          0        0           0   \n",
              "3             0      0           0       0          0        0           0   \n",
              "4             0      0           0       0          0        0           0   \n",
              "...         ...    ...         ...     ...        ...      ...         ...   \n",
              "31648         0      0           0       0          0        0           0   \n",
              "31649         0      0           0       0          0        0           0   \n",
              "31650         0      0           0       0          0        0           0   \n",
              "31651         0      0           0       0          0        0           0   \n",
              "31652         0      0           0       0          0        0           0   \n",
              "\n",
              "       fran  france  frances  francesca  francesco  franchises  francis  \\\n",
              "0         0       0        0          0          0           0        0   \n",
              "1         0       0        0          0          0           0        0   \n",
              "2         0       0        0          0          0           0        0   \n",
              "3         0       0        0          0          0           0        0   \n",
              "4         0       0        0          0          0           0        0   \n",
              "...     ...     ...      ...        ...        ...         ...      ...   \n",
              "31648     0       0        0          0          0           0        0   \n",
              "31649     0       0        0          0          0           0        0   \n",
              "31650     0       0        0          0          0           0        0   \n",
              "31651     0       0        0          0          0           0        0   \n",
              "31652     0       0        0          0          0           0        0   \n",
              "\n",
              "       francisco  franco  frank  frankenstein  frankfurt  frankfurters  \\\n",
              "0              0       0      0             0          0             0   \n",
              "1              0       0      0             0          0             0   \n",
              "2              0       0      0             0          0             0   \n",
              "3              0       0      0             0          0             0   \n",
              "4              0       0      0             0          0             0   \n",
              "...          ...     ...    ...           ...        ...           ...   \n",
              "31648          0       0      0             0          0             0   \n",
              "31649          0       0      0             0          0             0   \n",
              "31650          0       0      0             0          0             0   \n",
              "31651          0       0      0             0          0             0   \n",
              "31652          0       0      0             0          0             0   \n",
              "\n",
              "       frankl  franklin  franks  franz  fraser  fratricide  fraud  frazier  \\\n",
              "0           0         0       0      0       0           0      0        0   \n",
              "1           0         0       0      0       0           0      0        0   \n",
              "2           0         0       0      0       0           0      0        0   \n",
              "3           0         0       0      0       0           0      0        0   \n",
              "4           0         0       0      0       0           0      0        0   \n",
              "...       ...       ...     ...    ...     ...         ...    ...      ...   \n",
              "31648       0         0       0      0       0           0      0        0   \n",
              "31649       0         0       0      0       0           0      0        0   \n",
              "31650       0         0       0      0       0           0      0        0   \n",
              "31651       0         0       0      0       0           0      0        0   \n",
              "31652       0         0       0      0       0           0      0        0   \n",
              "\n",
              "       frberty  freak  fred  frederic  frederick  fredericksburg  free  \\\n",
              "0            0      0     0         0          0               0     0   \n",
              "1            0      0     0         0          0               0     0   \n",
              "2            0      0     0         0          0               0     0   \n",
              "3            0      0     0         0          0               0     0   \n",
              "4            0      0     0         0          0               0     0   \n",
              "...        ...    ...   ...       ...        ...             ...   ...   \n",
              "31648        0      0     0         0          0               0     0   \n",
              "31649        0      0     0         0          0               0     0   \n",
              "31650        0      0     0         0          0               0     0   \n",
              "31651        0      0     0         0          0               0     0   \n",
              "31652        0      0     0         0          0               0     0   \n",
              "\n",
              "       freedmen  freedom  freehold  freelance  freeman  freemasonry  \\\n",
              "0             0        0         0          0        0            0   \n",
              "1             0        0         0          0        0            0   \n",
              "2             0        0         0          0        0            0   \n",
              "3             0        0         0          0        0            0   \n",
              "4             0        0         0          0        0            0   \n",
              "...         ...      ...       ...        ...      ...          ...   \n",
              "31648         0        0         0          0        0            0   \n",
              "31649         0        0         0          0        0            0   \n",
              "31650         0        0         0          0        0            0   \n",
              "31651         0        0         0          0        0            0   \n",
              "31652         0        0         0          0        0            0   \n",
              "\n",
              "       freemasons  freethinkers  fremont  french  fresh  freshwater  freud  \\\n",
              "0               0             0        0       0      0           0      0   \n",
              "1               0             0        0       0      0           0      0   \n",
              "2               0             0        0       0      0           0      0   \n",
              "3               0             0        0       0      0           0      0   \n",
              "4               0             0        0       0      0           0      0   \n",
              "...           ...           ...      ...     ...    ...         ...    ...   \n",
              "31648           0             0        0       0      0           0      0   \n",
              "31649           0             0        0       0      0           0      0   \n",
              "31650           0             0        0       0      0           0      0   \n",
              "31651           0             0        0       0      0           0      0   \n",
              "31652           0             0        0       0      0           0      0   \n",
              "\n",
              "       frevisse  frey  friars  friction  frida  frideric  fried  friedkin  \\\n",
              "0             0     0       0         0      0         0      0         0   \n",
              "1             0     0       0         0      0         0      0         0   \n",
              "2             0     0       0         0      0         0      0         0   \n",
              "3             0     0       0         0      0         0      0         0   \n",
              "4             0     0       0         0      0         0      0         0   \n",
              "...         ...   ...     ...       ...    ...       ...    ...       ...   \n",
              "31648         0     0       0         0      0         0      0         0   \n",
              "31649         0     0       0         0      0         0      0         0   \n",
              "31650         0     0       0         0      0         0      0         0   \n",
              "31651         0     0       0         0      0         0      0         0   \n",
              "31652         0     0       0         0      0         0      0         0   \n",
              "\n",
              "       friedman  friedrich  friend  friendly  friends  friendship  frigate  \\\n",
              "0             0          0       0         0        0           0        0   \n",
              "1             0          0       0         0        0           0        0   \n",
              "2             0          0       0         0        0           0        0   \n",
              "3             0          0       0         0        0           0        0   \n",
              "4             0          0       0         0        0           0        0   \n",
              "...         ...        ...     ...       ...      ...         ...      ...   \n",
              "31648         0          0       0         0        0           0        0   \n",
              "31649         0          0       0         0        0           0        0   \n",
              "31650         0          0       0         0        0           0        0   \n",
              "31651         0          0       0         0        0           0        0   \n",
              "31652         0          0       0         0        0           0        0   \n",
              "\n",
              "       fright  frilms  fringe  frise  fritz  frodo  froggy  frogs  front  \\\n",
              "0           0       0       0      0      0      0       0      0      0   \n",
              "1           0       0       0      0      0      0       0      0      0   \n",
              "2           0       0       0      0      0      0       0      0      0   \n",
              "3           0       0       0      0      0      0       0      0      0   \n",
              "4           0       0       0      0      0      0       0      0      0   \n",
              "...       ...     ...     ...    ...    ...    ...     ...    ...    ...   \n",
              "31648       0       0       0      0      0      0       0      0      0   \n",
              "31649       0       0       0      0      0      0       0      0      0   \n",
              "31650       0       0       0      0      0      0       0      0      0   \n",
              "31651       0       0       0      0      0      0       0      0      0   \n",
              "31652       0       0       0      0      0      0       0      0      0   \n",
              "\n",
              "       frontal  frontier  frost  frozen  fruit  fry  frye  frying  fryling  \\\n",
              "0            0         0      0       0      0    0     0       0        0   \n",
              "1            0         0      0       0      0    0     0       0        0   \n",
              "2            0         0      0       0      0    0     0       0        0   \n",
              "3            0         0      0       0      0    0     0       0        0   \n",
              "4            0         0      0       0      0    0     0       0        0   \n",
              "...        ...       ...    ...     ...    ...  ...   ...     ...      ...   \n",
              "31648        0         0      0       0      0    0     0       0        0   \n",
              "31649        0         0      0       0      0    0     0       0        0   \n",
              "31650        0         0      0       0      0    0     0       0        0   \n",
              "31651        0         0      0       0      0    0     0       0        0   \n",
              "31652        0         0      0       0      0    0     0       0        0   \n",
              "\n",
              "       fu  fuchsia  fuel  fuels  fuerza  fugitive  fugitives  fugues  fula  \\\n",
              "0       0        0     0      0       0         0          0       0     0   \n",
              "1       0        0     0      0       0         0          0       0     0   \n",
              "2       0        0     0      0       0         0          0       0     0   \n",
              "3       0        0     0      0       0         0          0       0     0   \n",
              "4       0        0     0      0       0         0          0       0     0   \n",
              "...    ..      ...   ...    ...     ...       ...        ...     ...   ...   \n",
              "31648   0        0     0      0       0         0          0       0     0   \n",
              "31649   0        0     0      0       0         0          0       0     0   \n",
              "31650   0        0     0      0       0         0          0       0     0   \n",
              "31651   0        0     0      0       0         0          0       0     0   \n",
              "31652   0        0     0      0       0         0          0       0     0   \n",
              "\n",
              "       fuling  full  fuller  fullmoon  fulton  fumihito  fumiko  functional  \\\n",
              "0           0     0       0         0       0         0       0           0   \n",
              "1           0     0       0         0       0         0       0           0   \n",
              "2           0     0       0         0       0         0       0           0   \n",
              "3           0     0       0         0       0         0       0           0   \n",
              "4           0     0       0         0       0         0       0           0   \n",
              "...       ...   ...     ...       ...     ...       ...     ...         ...   \n",
              "31648       0     0       0         0       0         0       0           0   \n",
              "31649       0     0       0         0       0         0       0           0   \n",
              "31650       0     0       0         0       0         0       0           0   \n",
              "31651       0     0       0         0       0         0       0           0   \n",
              "31652       0     0       0         0       0         0       0           0   \n",
              "\n",
              "       functions  fund  fundamentalism  funds  funeral  fungi  fungus  funk  \\\n",
              "0              0     0               0      0        0      0       0     0   \n",
              "1              0     0               0      0        0      0       0     0   \n",
              "2              0     0               0      0        0      0       0     0   \n",
              "3              0     0               0      0        0      0       0     0   \n",
              "4              0     0               0      0        0      0       0     0   \n",
              "...          ...   ...             ...    ...      ...    ...     ...   ...   \n",
              "31648          0     0               0      0        0      0       0     0   \n",
              "31649          0     0               0      0        0      0       0     0   \n",
              "31650          0     0               0      0        0      0       0     0   \n",
              "31651          0     0               0      0        0      0       0     0   \n",
              "31652          0     0               0      0        0      0       0     0   \n",
              "\n",
              "       funnies  fur  furness  furnishing  furnishings  furniture  furnshill  \\\n",
              "0            0    0        0           0            0          0          0   \n",
              "1            0    0        0           0            0          0          0   \n",
              "2            0    0        0           0            0          0          0   \n",
              "3            0    0        0           0            0          0          0   \n",
              "4            0    0        0           0            0          0          0   \n",
              "...        ...  ...      ...         ...          ...        ...        ...   \n",
              "31648        0    0        0           0            0          0          0   \n",
              "31649        0    0        0           0            0          0          0   \n",
              "31650        0    0        0           0            0          0          0   \n",
              "31651        0    0        0           0            0          0          0   \n",
              "31652        0    0        0           0            0          0          0   \n",
              "\n",
              "       fusing  future  fyodor  fyodorovich  g  ga  gabaldon  gable  gabon  \\\n",
              "0           0       0       0            0  0   0         0      0      0   \n",
              "1           0       0       0            0  0   0         0      0      0   \n",
              "2           0       0       0            0  0   0         0      0      0   \n",
              "3           0       0       0            0  0   0         0      0      0   \n",
              "4           0       0       0            0  0   0         0      0      0   \n",
              "...       ...     ...     ...          ... ..  ..       ...    ...    ...   \n",
              "31648       0       0       0            0  0   0         0      0      0   \n",
              "31649       0       0       0            0  0   0         0      0      0   \n",
              "31650       0       0       0            0  0   0         0      0      0   \n",
              "31651       0       0       0            0  0   0         0      0      0   \n",
              "31652       0       0       0            0  0   0         0      0      0   \n",
              "\n",
              "       gabriel  gadget  gaelic  gage  gaia  gail  gaiman  gains  gait  \\\n",
              "0            0       0       0     0     0     0       0      0     0   \n",
              "1            0       0       0     0     0     0       0      0     0   \n",
              "2            0       0       0     0     0     0       0      0     0   \n",
              "3            0       0       0     0     0     0       0      0     0   \n",
              "4            0       0       0     0     0     0       0      0     0   \n",
              "...        ...     ...     ...   ...   ...   ...     ...    ...   ...   \n",
              "31648        0       0       0     0     0     0       0      0     0   \n",
              "31649        0       0       0     0     0     0       0      0     0   \n",
              "31650        0       0       0     0     0     0       0      0     0   \n",
              "31651        0       0       0     0     0     0       0      0     0   \n",
              "31652        0       0       0     0     0     0       0      0     0   \n",
              "\n",
              "       gaither  gaius  gakkai  galapagos  galaxies  galbraith  gale  galicia  \\\n",
              "0            0      0       0          0         0          0     0        0   \n",
              "1            0      0       0          0         0          0     0        0   \n",
              "2            0      0       0          0         0          0     0        0   \n",
              "3            0      0       0          0         0          0     0        0   \n",
              "4            0      0       0          0         0          0     0        0   \n",
              "...        ...    ...     ...        ...       ...        ...   ...      ...   \n",
              "31648        0      0       0          0         0          0     0        0   \n",
              "31649        0      0       0          0         0          0     0        0   \n",
              "31650        0      0       0          0         0          0     0        0   \n",
              "31651        0      0       0          0         0          0     0        0   \n",
              "31652        0      0       0          0         0          0     0        0   \n",
              "\n",
              "       galilei  galileo  galleons  gallery  galley  gallic  gallmann  galois  \\\n",
              "0            0        0         0        0       0       0         0       0   \n",
              "1            0        0         0        0       0       0         0       0   \n",
              "2            0        0         0        0       0       0         0       0   \n",
              "3            0        0         0        0       0       0         0       0   \n",
              "4            0        0         0        0       0       0         0       0   \n",
              "...        ...      ...       ...      ...     ...     ...       ...     ...   \n",
              "31648        0        0         0        0       0       0         0       0   \n",
              "31649        0        0         0        0       0       0         0       0   \n",
              "31650        0        0         0        0       0       0         0       0   \n",
              "31651        0        0         0        0       0       0         0       0   \n",
              "31652        0        0         0        0       0       0         0       0   \n",
              "\n",
              "       galveston  galway  gama  gambia  gamblers  gambling  gambuh  game  \\\n",
              "0              0       0     0       0         0         0       0     0   \n",
              "1              0       0     0       0         0         0       0     0   \n",
              "2              0       0     0       0         0         0       0     0   \n",
              "3              0       0     0       0         0         0       0     0   \n",
              "4              0       0     0       0         0         0       0     0   \n",
              "...          ...     ...   ...     ...       ...       ...     ...   ...   \n",
              "31648          0       0     0       0         0         0       0     0   \n",
              "31649          0       0     0       0         0         0       0     0   \n",
              "31650          0       0     0       0         0         0       0     0   \n",
              "31651          0       0     0       0         0         0       0     0   \n",
              "31652          0       0     0       0         0         0       0     0   \n",
              "\n",
              "       gamel  gamelan  games  gandhi  ganesha  gang  gangs  gangster  \\\n",
              "0          0        0      0       0        0     0      0         0   \n",
              "1          0        0      0       0        0     0      0         0   \n",
              "2          0        0      0       0        0     0      0         0   \n",
              "3          0        0      0       0        0     0      0         0   \n",
              "4          0        0      0       0        0     0      0         0   \n",
              "...      ...      ...    ...     ...      ...   ...    ...       ...   \n",
              "31648      0        0      0       0        0     0      0         0   \n",
              "31649      0        0      0       0        0     0      0         0   \n",
              "31650      0        0      0       0        0     0      0         0   \n",
              "31651      0        0      0       0        0     0      0         0   \n",
              "31652      0        0      0       0        0     0      0         0   \n",
              "\n",
              "       gangsters  gansu  gantos  gap  garage  garages  garbo  garc  garde  \\\n",
              "0              0      0       0    0       0        0      0     0      0   \n",
              "1              0      0       0    0       0        0      0     0      0   \n",
              "2              0      0       0    0       0        0      0     0      0   \n",
              "3              0      0       0    0       0        0      0     0      0   \n",
              "4              0      0       0    0       0        0      0     0      0   \n",
              "...          ...    ...     ...  ...     ...      ...    ...   ...    ...   \n",
              "31648          0      0       0    0       0        0      0     0      0   \n",
              "31649          0      0       0    0       0        0      0     0      0   \n",
              "31650          0      0       0    0       0        0      0     0      0   \n",
              "31651          0      0       0    0       0        0      0     0      0   \n",
              "31652          0      0       0    0       0        0      0     0      0   \n",
              "\n",
              "       gardel  garden  gardeners  gardening  gardens  gardner  gareth  \\\n",
              "0           0       0          0          0        0        0       0   \n",
              "1           0       0          0          0        0        0       0   \n",
              "2           0       0          0          0        0        0       0   \n",
              "3           0       0          0          0        0        0       0   \n",
              "4           0       0          0          0        0        0       0   \n",
              "...       ...     ...        ...        ...      ...      ...     ...   \n",
              "31648       0       0          0          0        0        0       0   \n",
              "31649       0       0          0          0        0        0       0   \n",
              "31650       0       0          0          0        0        0       0   \n",
              "31651       0       0          0          0        0        0       0   \n",
              "31652       0       0          0          0        0        0       0   \n",
              "\n",
              "       garfield  gargoyles  garion  garlic  garman  garrett  garrison  \\\n",
              "0             0          0       0       0       0        0         0   \n",
              "1             0          0       0       0       0        0         0   \n",
              "2             0          0       0       0       0        0         0   \n",
              "3             0          0       0       0       0        0         0   \n",
              "4             0          0       0       0       0        0         0   \n",
              "...         ...        ...     ...     ...     ...      ...       ...   \n",
              "31648         0          0       0       0       0        0         0   \n",
              "31649         0          0       0       0       0        0         0   \n",
              "31650         0          0       0       0       0        0         0   \n",
              "31651         0          0       0       0       0        0         0   \n",
              "31652         0          0       0       0       0        0         0   \n",
              "\n",
              "       garrity  garvey  gary  gas  gaskell  gaspard  gastner  gaston  \\\n",
              "0            0       0     0    0        0        0        0       0   \n",
              "1            0       0     0    0        0        0        0       0   \n",
              "2            0       0     0    0        0        0        0       0   \n",
              "3            0       0     0    0        0        0        0       0   \n",
              "4            0       0     0    0        0        0        0       0   \n",
              "...        ...     ...   ...  ...      ...      ...      ...     ...   \n",
              "31648        0       0     0    0        0        0        0       0   \n",
              "31649        0       0     0    0        0        0        0       0   \n",
              "31650        0       0     0    0        0        0        0       0   \n",
              "31651        0       0     0    0        0        0        0       0   \n",
              "31652        0       0     0    0        0        0        0       0   \n",
              "\n",
              "       gastroesophageal  gastrointestinal  gastronomy  gastronony  gates  \\\n",
              "0                     0                 0           0           0      0   \n",
              "1                     0                 0           0           0      0   \n",
              "2                     0                 0           0           0      0   \n",
              "3                     0                 0           0           0      0   \n",
              "4                     0                 0           0           0      0   \n",
              "...                 ...               ...         ...         ...    ...   \n",
              "31648                 0                 0           0           0      0   \n",
              "31649                 0                 0           0           0      0   \n",
              "31650                 0                 0           0           0      0   \n",
              "31651                 0                 0           0           0      0   \n",
              "31652                 0                 0           0           0      0   \n",
              "\n",
              "       gathering  gatsby  gaud  gauge  gauguin  gaul  gaulle  gauloises  \\\n",
              "0              0       0     0      0        0     0       0          0   \n",
              "1              0       0     0      0        0     0       0          0   \n",
              "2              0       0     0      0        0     0       0          0   \n",
              "3              0       0     0      0        0     0       0          0   \n",
              "4              0       0     0      0        0     0       0          0   \n",
              "...          ...     ...   ...    ...      ...   ...     ...        ...   \n",
              "31648          0       0     0      0        0     0       0          0   \n",
              "31649          0       0     0      0        0     0       0          0   \n",
              "31650          0       0     0      0        0     0       0          0   \n",
              "31651          0       0     0      0        0     0       0          0   \n",
              "31652          0       0     0      0        0     0       0          0   \n",
              "\n",
              "       gautama  gautreau  gavin  gay  gaye  gayle  gays  gaza  gazing  gdansk  \\\n",
              "0            0         0      0    0     0      0     0     0       0       0   \n",
              "1            0         0      0    0     0      0     0     0       0       0   \n",
              "2            0         0      0    0     0      0     0     0       0       0   \n",
              "3            0         0      0    0     0      0     0     0       0       0   \n",
              "4            0         0      0    0     0      0     0     0       0       0   \n",
              "...        ...       ...    ...  ...   ...    ...   ...   ...     ...     ...   \n",
              "31648        0         0      0    0     0      0     0     0       0       0   \n",
              "31649        0         0      0    0     0      0     0     0       0       0   \n",
              "31650        0         0      0    0     0      0     0     0       0       0   \n",
              "31651        0         0      0    0     0      0     0     0       0       0   \n",
              "31652        0         0      0    0     0      0     0     0       0       0   \n",
              "\n",
              "       gdanska  gear  geckos  ged  geese  gehrig  geishas  gelatin  gelberman  \\\n",
              "0            0     0       0    0      0       0        0        0          0   \n",
              "1            0     0       0    0      0       0        0        0          0   \n",
              "2            0     0       0    0      0       0        0        0          0   \n",
              "3            0     0       0    0      0       0        0        0          0   \n",
              "4            0     0       0    0      0       0        0        0          0   \n",
              "...        ...   ...     ...  ...    ...     ...      ...      ...        ...   \n",
              "31648        0     0       0    0      0       0        0        0          0   \n",
              "31649        0     0       0    0      0       0        0        0          0   \n",
              "31650        0     0       0    0      0       0        0        0          0   \n",
              "31651        0     0       0    0      0       0        0        0          0   \n",
              "31652        0     0       0    0      0       0        0        0          0   \n",
              "\n",
              "       gelhorn  geli  geller  gemma  gems  gender  gene  genealogists  \\\n",
              "0            0     0       0      0     0       0     0             0   \n",
              "1            0     0       0      0     0       0     0             0   \n",
              "2            0     0       0      0     0       0     0             0   \n",
              "3            0     0       0      0     0       0     0             0   \n",
              "4            0     0       0      0     0       0     0             0   \n",
              "...        ...   ...     ...    ...   ...     ...   ...           ...   \n",
              "31648        0     0       0      0     0       0     0             0   \n",
              "31649        0     0       0      0     0       0     0             0   \n",
              "31650        0     0       0      0     0       0     0             0   \n",
              "31651        0     0       0      0     0       0     0             0   \n",
              "31652        0     0       0      0     0       0     0             0   \n",
              "\n",
              "       genealogy  general  generals  generation  generations  generative  \\\n",
              "0              0        0         0           0            0           0   \n",
              "1              0        0         0           0            0           0   \n",
              "2              0        0         0           0            0           0   \n",
              "3              0        0         0           0            0           0   \n",
              "4              0        0         0           0            0           0   \n",
              "...          ...      ...       ...         ...          ...         ...   \n",
              "31648          0        0         0           0            0           0   \n",
              "31649          0        0         0           0            0           0   \n",
              "31650          0        0         0           0            0           0   \n",
              "31651          0        0         0           0            0           0   \n",
              "31652          0        0         0           0            0           0   \n",
              "\n",
              "       generaton  generosa  generosity  genes  genesis  genetic  genetically  \\\n",
              "0              0         0           0      0        0        0            0   \n",
              "1              0         0           0      0        0        0            0   \n",
              "2              0         0           0      0        0        0            0   \n",
              "3              0         0           0      0        0        0            0   \n",
              "4              0         0           0      0        0        0            0   \n",
              "...          ...       ...         ...    ...      ...      ...          ...   \n",
              "31648          0         0           0      0        0        0            0   \n",
              "31649          0         0           0      0        0        0            0   \n",
              "31650          0         0           0      0        0        0            0   \n",
              "31651          0         0           0      0        0        0            0   \n",
              "31652          0         0           0      0        0        0            0   \n",
              "\n",
              "       genetics  geneva  genie  genies  genius  gennaro  genoa  genocide  \\\n",
              "0             0       0      0       0       0        0      0         0   \n",
              "1             0       0      0       0       0        0      0         0   \n",
              "2             0       0      0       0       0        0      0         0   \n",
              "3             0       0      0       0       0        0      0         0   \n",
              "4             0       0      0       0       0        0      0         0   \n",
              "...         ...     ...    ...     ...     ...      ...    ...       ...   \n",
              "31648         0       0      0       0       0        0      0         0   \n",
              "31649         0       0      0       0       0        0      0         0   \n",
              "31650         0       0      0       0       0        0      0         0   \n",
              "31651         0       0      0       0       0        0      0         0   \n",
              "31652         0       0      0       0       0        0      0         0   \n",
              "\n",
              "       genome  genres  genroku  gentiles  gentileschi  gentlemen  \\\n",
              "0           0       0        0         0            0          0   \n",
              "1           0       0        0         0            0          0   \n",
              "2           0       0        0         0            0          0   \n",
              "3           0       0        0         0            0          0   \n",
              "4           0       0        0         0            0          0   \n",
              "...       ...     ...      ...       ...          ...        ...   \n",
              "31648       0       0        0         0            0          0   \n",
              "31649       0       0        0         0            0          0   \n",
              "31650       0       0        0         0            0          0   \n",
              "31651       0       0        0         0            0          0   \n",
              "31652       0       0        0         0            0          0   \n",
              "\n",
              "       gentrification  geodynamics  geoff  geoffrey  geographic  geographical  \\\n",
              "0                   0            0      0         0           0             0   \n",
              "1                   0            0      0         0           0             0   \n",
              "2                   0            0      0         0           0             0   \n",
              "3                   0            0      0         0           0             0   \n",
              "4                   0            0      0         0           0             0   \n",
              "...               ...          ...    ...       ...         ...           ...   \n",
              "31648               0            0      0         0           0             0   \n",
              "31649               0            0      0         0           0             0   \n",
              "31650               0            0      0         0           0             0   \n",
              "31651               0            0      0         0           0             0   \n",
              "31652               0            0      0         0           0             0   \n",
              "\n",
              "       geography  geological  geologists  geology  geomagnetic  geomagnetism  \\\n",
              "0              0           0           0        0            0             0   \n",
              "1              0           0           0        0            0             0   \n",
              "2              0           0           0        0            0             0   \n",
              "3              0           0           0        0            0             0   \n",
              "4              0           0           0        0            0             0   \n",
              "...          ...         ...         ...      ...          ...           ...   \n",
              "31648          0           0           0        0            0             0   \n",
              "31649          0           0           0        0            0             0   \n",
              "31650          0           0           0        0            0             0   \n",
              "31651          0           0           0        0            0             0   \n",
              "31652          0           0           0        0            0             0   \n",
              "\n",
              "       geometrical  geometry  george  georges  georgetown  georgia  georgie  \\\n",
              "0                0         0       0        0           0        0        0   \n",
              "1                0         0       0        0           0        0        0   \n",
              "2                0         0       0        0           0        0        0   \n",
              "3                0         0       0        0           0        0        0   \n",
              "4                0         0       0        0           0        0        0   \n",
              "...            ...       ...     ...      ...         ...      ...      ...   \n",
              "31648            0         0       0        0           0        0        0   \n",
              "31649            0         0       0        0           0        0        0   \n",
              "31650            0         0       0        0           0        0        0   \n",
              "31651            0         0       0        0           0        0        0   \n",
              "31652            0         0       0        0           0        0        0   \n",
              "\n",
              "       georgina  gerald  gerbils  gerdt  geriatric  geriatrics  german  \\\n",
              "0             0       0        0      0          0           0       0   \n",
              "1             0       0        0      0          0           0       0   \n",
              "2             0       0        0      0          0           0       0   \n",
              "3             0       0        0      0          0           0       0   \n",
              "4             0       0        0      0          0           0       0   \n",
              "...         ...     ...      ...    ...        ...         ...     ...   \n",
              "31648         0       0        0      0          0           0       0   \n",
              "31649         0       0        0      0          0           0       0   \n",
              "31650         0       0        0      0          0           0       0   \n",
              "31651         0       0        0      0          0           0       0   \n",
              "31652         0       0        0      0          0           0       0   \n",
              "\n",
              "       germans  germany  germination  germs  gerona  geronimo  gerrard  gerry  \\\n",
              "0            0        0            0      0       0         0        0      0   \n",
              "1            0        0            0      0       0         0        0      0   \n",
              "2            0        0            0      0       0         0        0      0   \n",
              "3            0        0            0      0       0         0        0      0   \n",
              "4            0        0            0      0       0         0        0      0   \n",
              "...        ...      ...          ...    ...     ...       ...      ...    ...   \n",
              "31648        0        0            0      0       0         0        0      0   \n",
              "31649        0        0            0      0       0         0        0      0   \n",
              "31650        0        0            0      0       0         0        0      0   \n",
              "31651        0        0            0      0       0         0        0      0   \n",
              "31652        0        0            0      0       0         0        0      0   \n",
              "\n",
              "       gertrude  gestalt  getty  gettysburg  gezerot  ghana  ghazals  ghetto  \\\n",
              "0             0        0      0           0        0      0        0       0   \n",
              "1             0        0      0           0        0      0        0       0   \n",
              "2             0        0      0           0        0      0        0       0   \n",
              "3             0        0      0           0        0      0        0       0   \n",
              "4             0        0      0           0        0      0        0       0   \n",
              "...         ...      ...    ...         ...      ...    ...      ...     ...   \n",
              "31648         0        0      0           0        0      0        0       0   \n",
              "31649         0        0      0           0        0      0        0       0   \n",
              "31650         0        0      0           0        0      0        0       0   \n",
              "31651         0        0      0           0        0      0        0       0   \n",
              "31652         0        0      0           0        0      0        0       0   \n",
              "\n",
              "       ghost  ghosts  ghostwriters  ghouls  ghraib  ghysels  giacomo  gian  \\\n",
              "0          0       0             0       0       0        0        0     0   \n",
              "1          0       0             0       0       0        0        0     0   \n",
              "2          0       0             0       0       0        0        0     0   \n",
              "3          0       0             0       0       0        0        0     0   \n",
              "4          0       0             0       0       0        0        0     0   \n",
              "...      ...     ...           ...     ...     ...      ...      ...   ...   \n",
              "31648      0       0             0       0       0        0        0     0   \n",
              "31649      0       0             0       0       0        0        0     0   \n",
              "31650      0       0             0       0       0        0        0     0   \n",
              "31651      0       0             0       0       0        0        0     0   \n",
              "31652      0       0             0       0       0        0        0     0   \n",
              "\n",
              "       gianni  giant  giants  gibson  gideon  gies  gift  gifted  gifts  \\\n",
              "0           0      0       0       0       0     0     0       0      0   \n",
              "1           0      0       0       0       0     0     0       0      0   \n",
              "2           0      0       0       0       0     0     0       0      0   \n",
              "3           0      0       0       0       0     0     0       0      0   \n",
              "4           0      0       0       0       0     0     0       0      0   \n",
              "...       ...    ...     ...     ...     ...   ...   ...     ...    ...   \n",
              "31648       0      0       0       0       0     0     0       0      0   \n",
              "31649       0      0       0       0       0     0     0       0      0   \n",
              "31650       0      0       0       0       0     0     0       0      0   \n",
              "31651       0      0       0       0       0     0     0       0      0   \n",
              "31652       0      0       0       0       0     0     0       0      0   \n",
              "\n",
              "       gigli  gila  gilbert  gilbreth  gilding  giles  gilgamesh  gilles  \\\n",
              "0          0     0        0         0        0      0          0       0   \n",
              "1          0     0        0         0        0      0          0       0   \n",
              "2          0     0        0         0        0      0          0       0   \n",
              "3          0     0        0         0        0      0          0       0   \n",
              "4          0     0        0         0        0      0          0       0   \n",
              "...      ...   ...      ...       ...      ...    ...        ...     ...   \n",
              "31648      0     0        0         0        0      0          0       0   \n",
              "31649      0     0        0         0        0      0          0       0   \n",
              "31650      0     0        0         0        0      0          0       0   \n",
              "31651      0     0        0         0        0      0          0       0   \n",
              "31652      0     0        0         0        0      0          0       0   \n",
              "\n",
              "       gillespie  gilliam  gilligan  gillingham  gilmer  gilmore  gimlette  \\\n",
              "0              0        0         0           0       0        0         0   \n",
              "1              0        0         0           0       0        0         0   \n",
              "2              0        0         0           0       0        0         0   \n",
              "3              0        0         0           0       0        0         0   \n",
              "4              0        0         0           0       0        0         0   \n",
              "...          ...      ...       ...         ...     ...      ...       ...   \n",
              "31648          0        0         0           0       0        0         0   \n",
              "31649          0        0         0           0       0        0         0   \n",
              "31650          0        0         0           0       0        0         0   \n",
              "31651          0        0         0           0       0        0         0   \n",
              "31652          0        0         0           0       0        0         0   \n",
              "\n",
              "       gina  ginger  gingerbread  gingold  gini  ginsberg  gioconda  gion  \\\n",
              "0         0       0            0        0     0         0         0     0   \n",
              "1         0       0            0        0     0         0         0     0   \n",
              "2         0       0            0        0     0         0         0     0   \n",
              "3         0       0            0        0     0         0         0     0   \n",
              "4         0       0            0        0     0         0         0     0   \n",
              "...     ...     ...          ...      ...   ...       ...       ...   ...   \n",
              "31648     0       0            0        0     0         0         0     0   \n",
              "31649     0       0            0        0     0         0         0     0   \n",
              "31650     0       0            0        0     0         0         0     0   \n",
              "31651     0       0            0        0     0         0         0     0   \n",
              "31652     0       0            0        0     0         0         0     0   \n",
              "\n",
              "       giordano  giorgio  giovanni  gipp  giraffe  girl  girls  girton  \\\n",
              "0             0        0         0     0        0     0      0       0   \n",
              "1             0        0         0     0        0     0      0       0   \n",
              "2             0        0         0     0        0     0      0       0   \n",
              "3             0        0         0     0        0     0      0       0   \n",
              "4             0        0         0     0        0     0      0       0   \n",
              "...         ...      ...       ...   ...      ...   ...    ...     ...   \n",
              "31648         0        0         0     0        0     0      0       0   \n",
              "31649         0        0         0     0        0     0      0       0   \n",
              "31650         0        0         0     0        0     0      0       0   \n",
              "31651         0        0         0     0        0     0      0       0   \n",
              "31652         0        0         0     0        0     0      0       0   \n",
              "\n",
              "       giulia  giuliano  giuseppe  giverny  giving  giza  glacial  glacier  \\\n",
              "0           0         0         0        0       0     0        0        0   \n",
              "1           0         0         0        0       0     0        0        0   \n",
              "2           0         0         0        0       0     0        0        0   \n",
              "3           0         0         0        0       0     0        0        0   \n",
              "4           0         0         0        0       0     0        0        0   \n",
              "...       ...       ...       ...      ...     ...   ...      ...      ...   \n",
              "31648       0         0         0        0       0     0        0        0   \n",
              "31649       0         0         0        0       0     0        0        0   \n",
              "31650       0         0         0        0       0     0        0        0   \n",
              "31651       0         0         0        0       0     0        0        0   \n",
              "31652       0         0         0        0       0     0        0        0   \n",
              "\n",
              "       glaciers  gladiators  glamour  gland  glands  glascow  glasgow  glass  \\\n",
              "0             0           0        0      0       0        0        0      0   \n",
              "1             0           0        0      0       0        0        0      0   \n",
              "2             0           0        0      0       0        0        0      0   \n",
              "3             0           0        0      0       0        0        0      0   \n",
              "4             0           0        0      0       0        0        0      0   \n",
              "...         ...         ...      ...    ...     ...      ...      ...    ...   \n",
              "31648         0           0        0      0       0        0        0      0   \n",
              "31649         0           0        0      0       0        0        0      0   \n",
              "31650         0           0        0      0       0        0        0      0   \n",
              "31651         0           0        0      0       0        0        0      0   \n",
              "31652         0           0        0      0       0        0        0      0   \n",
              "\n",
              "       glasses  glassware  glassworkers  glastonbury  glazes  glazing  glen  \\\n",
              "0            0          0             0            0       0        0     0   \n",
              "1            0          0             0            0       0        0     0   \n",
              "2            0          0             0            0       0        0     0   \n",
              "3            0          0             0            0       0        0     0   \n",
              "4            0          0             0            0       0        0     0   \n",
              "...        ...        ...           ...          ...     ...      ...   ...   \n",
              "31648        0          0             0            0       0        0     0   \n",
              "31649        0          0             0            0       0        0     0   \n",
              "31650        0          0             0            0       0        0     0   \n",
              "31651        0          0             0            0       0        0     0   \n",
              "31652        0          0             0            0       0        0     0   \n",
              "\n",
              "       glendower  glenn  gliders  gliding  glin  glitsky  global  \\\n",
              "0              0      0        0        0     0        0       0   \n",
              "1              0      0        0        0     0        0       0   \n",
              "2              0      0        0        0     0        0       0   \n",
              "3              0      0        0        0     0        0       0   \n",
              "4              0      0        0        0     0        0       0   \n",
              "...          ...    ...      ...      ...   ...      ...     ...   \n",
              "31648          0      0        0        0     0        0       0   \n",
              "31649          0      0        0        0     0        0       0   \n",
              "31650          0      0        0        0     0        0       0   \n",
              "31651          0      0        0        0     0        0       0   \n",
              "31652          0      0        0        0     0        0       0   \n",
              "\n",
              "       globalization  globe  globes  gloria  glossaries  gloucester  \\\n",
              "0                  0      0       0       0           0           0   \n",
              "1                  0      0       0       0           0           0   \n",
              "2                  0      0       0       0           0           0   \n",
              "3                  0      0       0       0           0           0   \n",
              "4                  0      0       0       0           0           0   \n",
              "...              ...    ...     ...     ...         ...         ...   \n",
              "31648              0      0       0       0           0           0   \n",
              "31649              0      0       0       0           0           0   \n",
              "31650              0      0       0       0           0           0   \n",
              "31651              0      0       0       0           0           0   \n",
              "31652              0      0       0       0           0           0   \n",
              "\n",
              "       gloucestershire  glow  gluten  gluttony  glycemic  gnomes  gnostic  \\\n",
              "0                    0     0       0         0         0       0        0   \n",
              "1                    0     0       0         0         0       0        0   \n",
              "2                    0     0       0         0         0       0        0   \n",
              "3                    0     0       0         0         0       0        0   \n",
              "4                    0     0       0         0         0       0        0   \n",
              "...                ...   ...     ...       ...       ...     ...      ...   \n",
              "31648                0     0       0         0         0       0        0   \n",
              "31649                0     0       0         0         0       0        0   \n",
              "31650                0     0       0         0         0       0        0   \n",
              "31651                0     0       0         0         0       0        0   \n",
              "31652                0     0       0         0         0       0        0   \n",
              "\n",
              "       gnosticism  go  goal  goalkeepers  goats  gobbi  gobi  goblins  god  \\\n",
              "0               0   0     0            0      0      0     0        0    0   \n",
              "1               0   0     0            0      0      0     0        0    0   \n",
              "2               0   0     0            0      0      0     0        0    0   \n",
              "3               0   0     0            0      0      0     0        0    0   \n",
              "4               0   0     0            0      0      0     0        0    0   \n",
              "...           ...  ..   ...          ...    ...    ...   ...      ...  ...   \n",
              "31648           0   0     0            0      0      0     0        0    0   \n",
              "31649           0   0     0            0      0      0     0        0    0   \n",
              "31650           0   0     0            0      0      0     0        0    0   \n",
              "31651           0   0     0            0      0      0     0        0    0   \n",
              "31652           0   0     0            0      0      0     0        0    0   \n",
              "\n",
              "       goddess  goddesses  godfather  godmothers  gods  godunov  godzilla  \\\n",
              "0            0          0          0           0     0        0         0   \n",
              "1            0          0          0           0     0        0         0   \n",
              "2            0          0          0           0     0        0         0   \n",
              "3            0          0          0           0     0        0         0   \n",
              "4            0          0          0           0     0        0         0   \n",
              "...        ...        ...        ...         ...   ...      ...       ...   \n",
              "31648        0          0          0           0     0        0         0   \n",
              "31649        0          0          0           0     0        0         0   \n",
              "31650        0          0          0           0     0        0         0   \n",
              "31651        0          0          0           0     0        0         0   \n",
              "31652        0          0          0           0     0        0         0   \n",
              "\n",
              "       goebbels  goethe  gogh  gold  golda  golden  goldfish  goldsmith  \\\n",
              "0             0       0     0     0      0       0         0          0   \n",
              "1             0       0     0     0      0       0         0          0   \n",
              "2             0       0     0     0      0       0         0          0   \n",
              "3             0       0     0     0      0       0         0          0   \n",
              "4             0       0     0     0      0       0         0          0   \n",
              "...         ...     ...   ...   ...    ...     ...       ...        ...   \n",
              "31648         0       0     0     0      0       0         0          0   \n",
              "31649         0       0     0     0      0       0         0          0   \n",
              "31650         0       0     0     0      0       0         0          0   \n",
              "31651         0       0     0     0      0       0         0          0   \n",
              "31652         0       0     0     0      0       0         0          0   \n",
              "\n",
              "       goldsworthy  goldwork  goldy  golem  golf  golfers  gombe  gon  gone  \\\n",
              "0                0         0      0      0     0        0      0    0     0   \n",
              "1                0         0      0      0     0        0      0    0     0   \n",
              "2                0         0      0      0     0        0      0    0     0   \n",
              "3                0         0      0      0     0        0      0    0     0   \n",
              "4                0         0      0      0     0        0      0    0     0   \n",
              "...            ...       ...    ...    ...   ...      ...    ...  ...   ...   \n",
              "31648            0         0      0      0     0        0      0    0     0   \n",
              "31649            0         0      0      0     0        0      0    0     0   \n",
              "31650            0         0      0      0     0        0      0    0     0   \n",
              "31651            0         0      0      0     0        0      0    0     0   \n",
              "31652            0         0      0      0     0        0      0    0     0   \n",
              "\n",
              "       gong  gonz  good  goodall  goodman  goodnight  goods  goofy  google  \\\n",
              "0         0     0     0        0        0          0      0      0       0   \n",
              "1         0     0     0        0        0          0      0      0       0   \n",
              "2         0     0     0        0        0          0      0      0       0   \n",
              "3         0     0     0        0        0          0      0      0       0   \n",
              "4         0     0     0        0        0          0      0      0       0   \n",
              "...     ...   ...   ...      ...      ...        ...    ...    ...     ...   \n",
              "31648     0     0     0        0        0          0      0      0       0   \n",
              "31649     0     0     0        0        0          0      0      0       0   \n",
              "31650     0     0     0        0        0          0      0      0       0   \n",
              "31651     0     0     0        0        0          0      0      0       0   \n",
              "31652     0     0     0        0        0          0      0      0       0   \n",
              "\n",
              "       googoosh  goose  gordon  gordy  gore  gorgias  gorilla  gorillas  \\\n",
              "0             0      0       0      0     0        0        0         0   \n",
              "1             0      0       0      0     0        0        0         0   \n",
              "2             0      0       0      0     0        0        0         0   \n",
              "3             0      0       0      0     0        0        0         0   \n",
              "4             0      0       0      0     0        0        0         0   \n",
              "...         ...    ...     ...    ...   ...      ...      ...       ...   \n",
              "31648         0      0       0      0     0        0        0         0   \n",
              "31649         0      0       0      0     0        0        0         0   \n",
              "31650         0      0       0      0     0        0        0         0   \n",
              "31651         0      0       0      0     0        0        0         0   \n",
              "31652         0      0       0      0     0        0        0         0   \n",
              "\n",
              "       gornick  gospel  gospels  gossage  gossip  gosudarstvennyi  goth  \\\n",
              "0            0       0        0        0       0                0     0   \n",
              "1            0       0        0        0       0                0     0   \n",
              "2            0       0        0        0       0                0     0   \n",
              "3            0       0        0        0       0                0     0   \n",
              "4            0       0        0        0       0                0     0   \n",
              "...        ...     ...      ...      ...     ...              ...   ...   \n",
              "31648        0       0        0        0       0                0     0   \n",
              "31649        0       0        0        0       0                0     0   \n",
              "31650        0       0        0        0       0                0     0   \n",
              "31651        0       0        0        0       0                0     0   \n",
              "31652        0       0        0        0       0                0     0   \n",
              "\n",
              "       gothic  goths  gotti  gottlieb  goudy  gould  gourds  gourmets  \\\n",
              "0           0      0      0         0      0      0       0         0   \n",
              "1           0      0      0         0      0      0       0         0   \n",
              "2           0      0      0         0      0      0       0         0   \n",
              "3           0      0      0         0      0      0       0         0   \n",
              "4           0      0      0         0      0      0       0         0   \n",
              "...       ...    ...    ...       ...    ...    ...     ...       ...   \n",
              "31648       0      0      0         0      0      0       0         0   \n",
              "31649       0      0      0         0      0      0       0         0   \n",
              "31650       0      0      0         0      0      0       0         0   \n",
              "31651       0      0      0         0      0      0       0         0   \n",
              "31652       0      0      0         0      0      0       0         0   \n",
              "\n",
              "       governance  governesses  government  governmnent  governors  gowns  gr  \\\n",
              "0               0            0           0            0          0      0   0   \n",
              "1               0            0           0            0          0      0   0   \n",
              "2               0            0           0            0          0      0   0   \n",
              "3               0            0           0            0          0      0   0   \n",
              "4               0            0           0            0          0      0   0   \n",
              "...           ...          ...         ...          ...        ...    ...  ..   \n",
              "31648           0            0           0            0          0      0   0   \n",
              "31649           0            0           0            0          0      0   0   \n",
              "31650           0            0           0            0          0      0   0   \n",
              "31651           0            0           0            0          0      0   0   \n",
              "31652           0            0           0            0          0      0   0   \n",
              "\n",
              "       grace  graceland  grade  grading  graduate  graduates  graduation  \\\n",
              "0          0          0      0        0         0          0           0   \n",
              "1          0          0      0        0         0          0           0   \n",
              "2          0          0      0        0         0          0           0   \n",
              "3          0          0      0        0         0          0           0   \n",
              "4          0          0      0        0         0          0           0   \n",
              "...      ...        ...    ...      ...       ...        ...         ...   \n",
              "31648      0          0      0        0         0          0           0   \n",
              "31649      0          0      0        0         0          0           0   \n",
              "31650      0          0      0        0         0          0           0   \n",
              "31651      0          0      0        0         0          0           0   \n",
              "31652      0          0      0        0         0          0           0   \n",
              "\n",
              "       graebner  graf  grafton  graham  grail  grain  grammar  granada  grand  \\\n",
              "0             0     0        0       0      0      0        0        0      0   \n",
              "1             0     0        0       0      0      0        0        0      0   \n",
              "2             0     0        0       0      0      0        0        0      0   \n",
              "3             0     0        0       0      0      0        0        0      0   \n",
              "4             0     0        0       0      0      0        0        0      0   \n",
              "...         ...   ...      ...     ...    ...    ...      ...      ...    ...   \n",
              "31648         0     0        0       0      0      0        0        0      0   \n",
              "31649         0     0        0       0      0      0        0        0      0   \n",
              "31650         0     0        0       0      0      0        0        0      0   \n",
              "31651         0     0        0       0      0      0        0        0      0   \n",
              "31652         0     0        0       0      0      0        0        0      0   \n",
              "\n",
              "       grandberry  grande  grandfathers  grandmothers  grandparent  \\\n",
              "0               0       0             0             0            0   \n",
              "1               0       0             0             0            0   \n",
              "2               0       0             0             0            0   \n",
              "3               0       0             0             0            0   \n",
              "4               0       0             0             0            0   \n",
              "...           ...     ...           ...           ...          ...   \n",
              "31648           0       0             0             0            0   \n",
              "31649           0       0             0             0            0   \n",
              "31650           0       0             0             0            0   \n",
              "31651           0       0             0             0            0   \n",
              "31652           0       0             0             0            0   \n",
              "\n",
              "       grandparents  grant  grants  granz  grape  grapes  graphic  graphical  \\\n",
              "0                 0      0       0      0      0       0        0          0   \n",
              "1                 0      0       0      0      0       0        0          0   \n",
              "2                 0      0       0      0      0       0        0          0   \n",
              "3                 0      0       0      0      0       0        0          0   \n",
              "4                 0      0       0      0      0       0        0          0   \n",
              "...             ...    ...     ...    ...    ...     ...      ...        ...   \n",
              "31648             0      0       0      0      0       0        0          0   \n",
              "31649             0      0       0      0      0       0        0          0   \n",
              "31650             0      0       0      0      0       0        0          0   \n",
              "31651             0      0       0      0      0       0        1          0   \n",
              "31652             0      0       0      0      0       0        0          0   \n",
              "\n",
              "       graphics  grasses  grasshoppers  grassland  grasslands  gratitude  \\\n",
              "0             0        0             0          0           0          0   \n",
              "1             0        0             0          0           0          0   \n",
              "2             0        0             0          0           0          0   \n",
              "3             0        0             0          0           0          0   \n",
              "4             0        0             0          0           0          0   \n",
              "...         ...      ...           ...        ...         ...        ...   \n",
              "31648         0        0             0          0           0          0   \n",
              "31649         0        0             0          0           0          0   \n",
              "31650         0        0             0          0           0          0   \n",
              "31651         0        0             0          0           0          0   \n",
              "31652         0        0             0          0           0          0   \n",
              "\n",
              "       graves  graveyards  gray  graziani  grealy  great  greco  greece  \\\n",
              "0           0           0     0         0       0      0      0       0   \n",
              "1           0           0     0         0       0      0      0       0   \n",
              "2           0           0     0         0       0      0      0       0   \n",
              "3           0           0     0         0       0      0      0       0   \n",
              "4           0           0     0         0       0      0      0       0   \n",
              "...       ...         ...   ...       ...     ...    ...    ...     ...   \n",
              "31648       0           0     0         0       0      0      0       0   \n",
              "31649       0           0     0         0       0      0      0       0   \n",
              "31650       0           0     0         0       0      0      0       0   \n",
              "31651       0           0     0         0       0      0      0       0   \n",
              "31652       0           0     0         0       0      0      0       0   \n",
              "\n",
              "       greed  greek  greeks  green  greenberg  greene  greenfield  greenhouse  \\\n",
              "0          0      0       0      0          0       0           0           0   \n",
              "1          0      0       0      0          0       0           0           0   \n",
              "2          0      0       0      0          0       0           0           0   \n",
              "3          0      0       0      0          0       0           0           0   \n",
              "4          0      0       0      0          0       0           0           0   \n",
              "...      ...    ...     ...    ...        ...     ...         ...         ...   \n",
              "31648      0      0       0      0          0       0           0           0   \n",
              "31649      0      0       0      0          0       0           0           0   \n",
              "31650      0      0       0      0          0       0           0           0   \n",
              "31651      0      0       0      0          0       0           0           0   \n",
              "31652      0      0       0      0          0       0           0           0   \n",
              "\n",
              "       greenhouses  greening  greenland  greenlaw  greens  greenspan  \\\n",
              "0                0         0          0         0       0          0   \n",
              "1                0         0          0         0       0          0   \n",
              "2                0         0          0         0       0          0   \n",
              "3                0         0          0         0       0          0   \n",
              "4                0         0          0         0       0          0   \n",
              "...            ...       ...        ...       ...     ...        ...   \n",
              "31648            0         0          0         0       0          0   \n",
              "31649            0         0          0         0       0          0   \n",
              "31650            0         0          0         0       0          0   \n",
              "31651            0         0          0         0       0          0   \n",
              "31652            0         0          0         0       0          0   \n",
              "\n",
              "       greenville  greenwich  greeting  greg  gregg  gregor  gregorian  \\\n",
              "0               0          0         0     0      0       0          0   \n",
              "1               0          0         0     0      0       0          0   \n",
              "2               0          0         0     0      0       0          0   \n",
              "3               0          0         0     0      0       0          0   \n",
              "4               0          0         0     0      0       0          0   \n",
              "...           ...        ...       ...   ...    ...     ...        ...   \n",
              "31648           0          0         0     0      0       0          0   \n",
              "31649           0          0         0     0      0       0          0   \n",
              "31650           0          0         0     0      0       0          0   \n",
              "31651           0          0         0     0      0       0          0   \n",
              "31652           0          0         0     0      0       0          0   \n",
              "\n",
              "       gregory  grenville  greta  gretel  grey  grief  griffey  griffin  \\\n",
              "0            0          0      0       0     0      0        0        0   \n",
              "1            0          0      0       0     0      0        0        0   \n",
              "2            0          0      0       0     0      0        0        0   \n",
              "3            0          0      0       0     0      0        0        0   \n",
              "4            0          0      0       0     0      0        0        0   \n",
              "...        ...        ...    ...     ...   ...    ...      ...      ...   \n",
              "31648        0          0      0       0     0      0        0        0   \n",
              "31649        0          0      0       0     0      0        0        0   \n",
              "31650        0          0      0       0     0      0        0        0   \n",
              "31651        0          0      0       0     0      0        0        0   \n",
              "31652        0          0      0       0     0      0        0        0   \n",
              "\n",
              "       griffins  griffith  grigorevich  grigori  grigorii  grisi  grizzard  \\\n",
              "0             0         0            0        0         0      0         0   \n",
              "1             0         0            0        0         0      0         0   \n",
              "2             0         0            0        0         0      0         0   \n",
              "3             0         0            0        0         0      0         0   \n",
              "4             0         0            0        0         0      0         0   \n",
              "...         ...       ...          ...      ...       ...    ...       ...   \n",
              "31648         0         0            0        0         0      0         0   \n",
              "31649         0         0            0        0         0      0         0   \n",
              "31650         0         0            0        0         0      0         0   \n",
              "31651         0         0            0        0         0      0         0   \n",
              "31652         0         0            0        0         0      0         0   \n",
              "\n",
              "       grizzly  grocery  grol  grooming  grossi  grosso  ground  groundfishes  \\\n",
              "0            0        0     0         0       0       0       0             0   \n",
              "1            0        0     0         0       0       0       0             0   \n",
              "2            0        0     0         0       0       0       0             0   \n",
              "3            0        0     0         0       0       0       0             0   \n",
              "4            0        0     0         0       0       0       0             0   \n",
              "...        ...      ...   ...       ...     ...     ...     ...           ...   \n",
              "31648        0        0     0         0       0       0       0             0   \n",
              "31649        0        0     0         0       0       0       0             0   \n",
              "31650        0        0     0         0       0       0       0             0   \n",
              "31651        0        0     0         0       0       0       0             0   \n",
              "31652        0        0     0         0       0       0       0             0   \n",
              "\n",
              "       groundhog  group  groupies  groups  grouse  grove  grover  growers  \\\n",
              "0              0      0         0       0       0      0       0        0   \n",
              "1              0      0         0       0       0      0       0        0   \n",
              "2              0      0         0       0       0      0       0        0   \n",
              "3              0      0         0       0       0      0       0        0   \n",
              "4              0      0         0       0       0      0       0        0   \n",
              "...          ...    ...       ...     ...     ...    ...     ...      ...   \n",
              "31648          0      0         0       0       0      0       0        0   \n",
              "31649          0      0         0       0       0      0       0        0   \n",
              "31650          0      0         0       0       0      0       0        0   \n",
              "31651          0      0         0       0       0      0       0        0   \n",
              "31652          0      0         0       0       0      0       0        0   \n",
              "\n",
              "       growing  growth  grunge  guadalajara  guadalcanal  guadalupe  guam  \\\n",
              "0            0       0       0            0            0          0     0   \n",
              "1            0       0       0            0            0          0     0   \n",
              "2            0       0       0            0            0          0     0   \n",
              "3            0       0       0            0            0          0     0   \n",
              "4            0       0       0            0            0          0     0   \n",
              "...        ...     ...     ...          ...          ...        ...   ...   \n",
              "31648        0       0       0            0            0          0     0   \n",
              "31649        0       0       0            0            0          0     0   \n",
              "31650        0       0       0            0            0          0     0   \n",
              "31651        0       0       0            0            0          0     0   \n",
              "31652        0       0       0            0            0          0     0   \n",
              "\n",
              "       guangxi  guard  guardian  guarnaccia  guatemala  guenevere  guerin  \\\n",
              "0            0      0         0           0          0          0       0   \n",
              "1            0      0         0           0          0          0       0   \n",
              "2            0      0         0           0          0          0       0   \n",
              "3            0      0         0           0          0          0       0   \n",
              "4            0      0         0           0          0          0       0   \n",
              "...        ...    ...       ...         ...        ...        ...     ...   \n",
              "31648        0      0         0           0          0          0       0   \n",
              "31649        0      0         0           0          0          0       0   \n",
              "31650        0      0         0           0          0          0       0   \n",
              "31651        0      0         0           0          0          0       0   \n",
              "31652        0      0         0           0          0          0       0   \n",
              "\n",
              "       guerrilla  guerrillas  guest  guevara  guggenheim  guglielmo  guidance  \\\n",
              "0              0           0      0        0           0          0         0   \n",
              "1              0           0      0        0           0          0         0   \n",
              "2              0           0      0        0           0          0         0   \n",
              "3              0           0      0        0           0          0         0   \n",
              "4              0           0      0        0           0          0         0   \n",
              "...          ...         ...    ...      ...         ...        ...       ...   \n",
              "31648          0           0      0        0           0          0         0   \n",
              "31649          0           0      0        0           0          0         0   \n",
              "31650          0           0      0        0           0          0         0   \n",
              "31651          0           0      0        0           0          0         0   \n",
              "31652          0           0      0        0           0          0         0   \n",
              "\n",
              "       guide  guidebooks  guided  guides  guido  guildford  guilds  guillain  \\\n",
              "0          0           0       0       0      0          0       0         0   \n",
              "1          0           0       0       0      0          0       0         0   \n",
              "2          0           0       0       0      0          0       0         0   \n",
              "3          0           0       0       0      0          0       0         0   \n",
              "4          0           0       0       0      0          0       0         0   \n",
              "...      ...         ...     ...     ...    ...        ...     ...       ...   \n",
              "31648      0           2       0       0      0          0       0         0   \n",
              "31649      0           0       0       0      0          0       0         0   \n",
              "31650      0           0       0       0      0          0       0         0   \n",
              "31651      0           0       0       0      0          0       0         0   \n",
              "31652      0           0       0       0      0          0       0         0   \n",
              "\n",
              "       guilt  guin  guinea  guinness  guitar  guitarists  guitarra  guitars  \\\n",
              "0          0     0       0         0       0           0         0        0   \n",
              "1          0     0       0         0       0           0         0        0   \n",
              "2          0     0       0         0       0           0         0        0   \n",
              "3          0     0       0         0       0           0         0        0   \n",
              "4          0     0       0         0       0           0         0        0   \n",
              "...      ...   ...     ...       ...     ...         ...       ...      ...   \n",
              "31648      0     0       0         0       0           0         0        0   \n",
              "31649      0     0       0         0       0           0         0        0   \n",
              "31650      0     0       0         0       0           0         0        0   \n",
              "31651      0     0       0         0       0           0         0        0   \n",
              "31652      0     0       0         0       0           0         0        0   \n",
              "\n",
              "       guiteau  guizhou  gulch  gulf  gullah  gulls  gum  gumby  gun  \\\n",
              "0            0        0      0     0       0      0    0      0    0   \n",
              "1            0        0      0     0       0      0    0      0    0   \n",
              "2            0        0      0     0       0      0    0      0    0   \n",
              "3            0        0      0     0       0      0    0      0    0   \n",
              "4            0        0      0     0       0      0    0      0    0   \n",
              "...        ...      ...    ...   ...     ...    ...  ...    ...  ...   \n",
              "31648        0        0      0     0       0      0    0      0    0   \n",
              "31649        0        0      0     0       0      0    0      0    0   \n",
              "31650        0        0      0     0       0      0    0      0    0   \n",
              "31651        0        0      0     0       0      0    0      0    0   \n",
              "31652        0        0      0     0       0      0    0      0    0   \n",
              "\n",
              "       gunfights  gunnar  gunshot  gunther  gurewitsch  gurus  gussin  gustav  \\\n",
              "0              0       0        0        0           0      0       0       0   \n",
              "1              0       0        0        0           0      0       0       0   \n",
              "2              0       0        0        0           0      0       0       0   \n",
              "3              0       0        0        0           0      0       0       0   \n",
              "4              0       0        0        0           0      0       0       0   \n",
              "...          ...     ...      ...      ...         ...    ...     ...     ...   \n",
              "31648          0       0        0        0           0      0       0       0   \n",
              "31649          0       0        0        0           0      0       0       0   \n",
              "31650          0       0        0        0           0      0       0       0   \n",
              "31651          0       0        0        0           0      0       0       0   \n",
              "31652          0       0        0        0           0      0       0       0   \n",
              "\n",
              "       gustave  gutenberg  guthrie  guyana  gwen  gwichin  gwynedd  gye  \\\n",
              "0            0          0        0       0     0        0        0    0   \n",
              "1            0          0        0       0     0        0        0    0   \n",
              "2            0          0        0       0     0        0        0    0   \n",
              "3            0          0        0       0     0        0        0    0   \n",
              "4            0          0        0       0     0        0        0    0   \n",
              "...        ...        ...      ...     ...   ...      ...      ...  ...   \n",
              "31648        0          0        0       0     0        0        0    0   \n",
              "31649        0          0        0       0     0        0        0    0   \n",
              "31650        0          0        0       0     0        0        0    0   \n",
              "31651        0          0        0       0     0        0        0    0   \n",
              "31652        0          0        0       0     0        0        0    0   \n",
              "\n",
              "       gymnastics  gymnasts  gyms  gynecologists  gyroscopic  h  ha  haagen  \\\n",
              "0               0         0     0              0           0  0   0       0   \n",
              "1               0         0     0              0           0  0   0       0   \n",
              "2               0         0     0              0           0  0   0       0   \n",
              "3               0         0     0              0           0  0   0       0   \n",
              "4               0         0     0              0           0  0   0       0   \n",
              "...           ...       ...   ...            ...         ... ..  ..     ...   \n",
              "31648           0         0     0              0           0  0   0       0   \n",
              "31649           0         0     0              0           0  0   0       0   \n",
              "31650           0         0     0              0           0  0   0       0   \n",
              "31651           0         0     0              0           0  0   0       0   \n",
              "31652           0         0     0              0           0  0   0       0   \n",
              "\n",
              "       haas  habad  habit  habitat  habitations  habits  hachiko  hackers  \\\n",
              "0         0      0      0        0            0       0        0        0   \n",
              "1         0      0      0        0            0       0        0        0   \n",
              "2         0      0      0        0            0       0        0        0   \n",
              "3         0      0      0        0            0       0        0        0   \n",
              "4         0      0      0        0            0       0        0        0   \n",
              "...     ...    ...    ...      ...          ...     ...      ...      ...   \n",
              "31648     0      0      0        0            0       0        0        0   \n",
              "31649     0      0      0        0            0       0        0        0   \n",
              "31650     0      0      0        0            0       0        0        0   \n",
              "31651     0      0      0        0            0       0        0        0   \n",
              "31652     0      0      0        0            0       0        0        0   \n",
              "\n",
              "       hackman  hadith  hadrians  hagerstown  haggadot  haggerty  hahn  hai  \\\n",
              "0            0       0         0           0         0         0     0    0   \n",
              "1            0       0         0           0         0         0     0    0   \n",
              "2            0       0         0           0         0         0     0    0   \n",
              "3            0       0         0           0         0         0     0    0   \n",
              "4            0       0         0           0         0         0     0    0   \n",
              "...        ...     ...       ...         ...       ...       ...   ...  ...   \n",
              "31648        0       0         0           0         0         0     0    0   \n",
              "31649        0       0         0           0         0         0     0    0   \n",
              "31650        0       0         0           0         0         0     0    0   \n",
              "31651        0       0         0           0         0         0     0    0   \n",
              "31652        0       0         0           0         0         0     0    0   \n",
              "\n",
              "       haida  haiku  hair  haircutting  hairdressing  haiti  haitians  hal  \\\n",
              "0          0      0     0            0             0      0         0    0   \n",
              "1          0      0     0            0             0      0         0    0   \n",
              "2          0      0     0            0             0      0         0    0   \n",
              "3          0      0     0            0             0      0         0    0   \n",
              "4          0      0     0            0             0      0         0    0   \n",
              "...      ...    ...   ...          ...           ...    ...       ...  ...   \n",
              "31648      0      0     0            0             0      0         0    0   \n",
              "31649      0      0     0            0             0      0         0    0   \n",
              "31650      0      0     0            0             0      0         0    0   \n",
              "31651      0      0     0            0             0      0         0    0   \n",
              "31652      0      0     0            0             0      0         0    0   \n",
              "\n",
              "       halifax  haliimaile  hall  halleck  halles  halley  halleys  \\\n",
              "0            0           0     0        0       0       0        0   \n",
              "1            0           0     0        0       0       0        0   \n",
              "2            0           0     0        0       0       0        0   \n",
              "3            0           0     0        0       0       0        0   \n",
              "4            0           0     0        0       0       0        0   \n",
              "...        ...         ...   ...      ...     ...     ...      ...   \n",
              "31648        0           0     0        0       0       0        0   \n",
              "31649        0           0     0        0       0       0        0   \n",
              "31650        0           0     0        0       0       0        0   \n",
              "31651        0           0     0        0       0       0        0   \n",
              "31652        0           0     0        0       0       0        0   \n",
              "\n",
              "       halliburton  hallmark  halloween  hallowell  halls  hallucinations  \\\n",
              "0                0         0          0          0      0               0   \n",
              "1                0         0          0          0      0               0   \n",
              "2                0         0          0          0      0               0   \n",
              "3                0         0          0          0      0               0   \n",
              "4                0         0          0          0      0               0   \n",
              "...            ...       ...        ...        ...    ...             ...   \n",
              "31648            0         0          0          0      0               0   \n",
              "31649            0         0          0          0      0               0   \n",
              "31650            0         0          0          0      0               0   \n",
              "31651            0         0          0          0      0               0   \n",
              "31652            0         0          0          0      0               0   \n",
              "\n",
              "       hallucinogenic  halse  hamburg  hamelin  hameln  hamill  hamilton  \\\n",
              "0                   0      0        0        0       0       0         0   \n",
              "1                   0      0        0        0       0       0         0   \n",
              "2                   0      0        0        0       0       0         0   \n",
              "3                   0      0        0        0       0       0         0   \n",
              "4                   0      0        0        0       0       0         0   \n",
              "...               ...    ...      ...      ...     ...     ...       ...   \n",
              "31648               0      0        0        0       0       0         0   \n",
              "31649               0      0        0        0       0       0         0   \n",
              "31650               0      0        0        0       0       0         0   \n",
              "31651               0      0        0        0       0       0         0   \n",
              "31652               0      0        0        0       0       0         0   \n",
              "\n",
              "       hamish  hamlet  hammadi  hammer  hammerstein  hammett  hammocks  \\\n",
              "0           0       0        0       0            0        0         0   \n",
              "1           0       0        0       0            0        0         0   \n",
              "2           0       0        0       0            0        0         0   \n",
              "3           0       0        0       0            0        0         0   \n",
              "4           0       0        0       0            0        0         0   \n",
              "...       ...     ...      ...     ...          ...      ...       ...   \n",
              "31648       0       0        0       0            0        0         0   \n",
              "31649       0       0        0       0            0        0         0   \n",
              "31650       0       0        0       0            0        0         0   \n",
              "31651       0       0        0       0            0        0         0   \n",
              "31652       0       0        0       0            0        0         0   \n",
              "\n",
              "       hammond  hampshire  hampstead  hampton  hamptons  hamsters  hamsun  \\\n",
              "0            0          0          0        0         0         0       0   \n",
              "1            0          0          0        0         0         0       0   \n",
              "2            0          0          0        0         0         0       0   \n",
              "3            0          0          0        0         0         0       0   \n",
              "4            0          0          0        0         0         0       0   \n",
              "...        ...        ...        ...      ...       ...       ...     ...   \n",
              "31648        0          0          0        0         0         0       0   \n",
              "31649        0          0          0        0         0         0       0   \n",
              "31650        0          0          0        0         0         0       0   \n",
              "31651        0          0          0        0         0         0       0   \n",
              "31652        0          0          0        0         0         0       0   \n",
              "\n",
              "       han  hanae  hanaye  hancock  hand  handbags  handbooks  \\\n",
              "0        0      0       0        0     0         0          0   \n",
              "1        0      0       0        0     0         0          0   \n",
              "2        0      0       0        0     0         0          0   \n",
              "3        0      0       0        0     0         0          0   \n",
              "4        0      0       0        0     0         0          0   \n",
              "...    ...    ...     ...      ...   ...       ...        ...   \n",
              "31648    0      0       0        0     0         0          0   \n",
              "31649    0      0       0        0     0         0          0   \n",
              "31650    0      0       0        0     0         0          0   \n",
              "31651    0      0       0        0     0         0          0   \n",
              "31652    0      0       0        0     0         0          0   \n",
              "\n",
              "       handbooksmanuals  handed  handel  handford  handicraft  handicrafts  \\\n",
              "0                     0       0       0         0           0            0   \n",
              "1                     0       0       0         0           0            0   \n",
              "2                     0       0       0         0           0            0   \n",
              "3                     0       0       0         0           0            0   \n",
              "4                     0       0       0         0           0            0   \n",
              "...                 ...     ...     ...       ...         ...          ...   \n",
              "31648                 0       0       0         0           0            0   \n",
              "31649                 0       0       0         0           0            0   \n",
              "31650                 0       0       0         0           0            0   \n",
              "31651                 0       0       0         0           0            0   \n",
              "31652                 0       0       0         0           0            0   \n",
              "\n",
              "       handling  handmade  hands  handworked  hanff  hanford  hang  hangings  \\\n",
              "0             0         0      0           0      0        0     0         0   \n",
              "1             0         0      0           0      0        0     0         0   \n",
              "2             0         0      0           0      0        0     0         0   \n",
              "3             0         0      0           0      0        0     0         0   \n",
              "4             0         0      0           0      0        0     0         0   \n",
              "...         ...       ...    ...         ...    ...      ...   ...       ...   \n",
              "31648         0         0      0           0      0        0     0         0   \n",
              "31649         0         0      0           0      0        0     0         0   \n",
              "31650         0         0      0           0      0        0     0         0   \n",
              "31651         0         0      0           0      0        0     0         0   \n",
              "31652         0         0      0           0      0        0     0         0   \n",
              "\n",
              "       hank  hanks  hanna  hannah  hannasyde  hannibal  hans  hansa  hansen  \\\n",
              "0         0      0      0       0          0         0     0      0       0   \n",
              "1         0      0      0       0          0         0     0      0       0   \n",
              "2         0      0      0       0          0         0     0      0       0   \n",
              "3         0      0      0       0          0         0     0      0       0   \n",
              "4         0      0      0       0          0         0     0      0       0   \n",
              "...     ...    ...    ...     ...        ...       ...   ...    ...     ...   \n",
              "31648     0      0      0       0          0         0     0      0       0   \n",
              "31649     0      0      0       0          0         0     0      0       0   \n",
              "31650     0      0      0       0          0         0     0      0       0   \n",
              "31651     0      0      0       0          0         0     0      0       0   \n",
              "31652     0      0      0       0          0         0     0      0       0   \n",
              "\n",
              "       hanukkah  hap  happiness  harald  harassment  harbor  harbors  hardy  \\\n",
              "0             0    0          0       0           0       0        0      0   \n",
              "1             0    0          0       0           0       0        0      0   \n",
              "2             0    0          0       0           0       0        0      0   \n",
              "3             0    0          0       0           0       0        0      0   \n",
              "4             0    0          0       0           0       0        0      0   \n",
              "...         ...  ...        ...     ...         ...     ...      ...    ...   \n",
              "31648         0    0          0       0           0       0        0      0   \n",
              "31649         0    0          0       0           0       0        0      0   \n",
              "31650         0    0          0       0           0       0        0      0   \n",
              "31651         0    0          0       0           0       0        0      0   \n",
              "31652         0    0          0       0           0       0        0      0   \n",
              "\n",
              "       hares  hari  haristeen  harkness  harlan  harland  harlem  harley  \\\n",
              "0          0     0          0         0       0        0       0       0   \n",
              "1          0     0          0         0       0        0       0       0   \n",
              "2          0     0          0         0       0        0       0       0   \n",
              "3          0     0          0         0       0        0       0       0   \n",
              "4          0     0          0         0       0        0       0       0   \n",
              "...      ...   ...        ...       ...     ...      ...     ...     ...   \n",
              "31648      0     0          0         0       0        0       0       0   \n",
              "31649      0     0          0         0       0        0       0       0   \n",
              "31650      0     0          0         0       0        0       0       0   \n",
              "31651      0     0          0         0       0        0       0       0   \n",
              "31652      0     0          0         0       0        0       0       0   \n",
              "\n",
              "       harmenszoon  harmon  harmonica  harmony  harness  harold  harp  harper  \\\n",
              "0                0       0          0        0        0       0     0       0   \n",
              "1                0       0          0        0        0       0     0       0   \n",
              "2                0       0          0        0        0       0     0       0   \n",
              "3                0       0          0        0        0       0     0       0   \n",
              "4                0       0          0        0        0       0     0       0   \n",
              "...            ...     ...        ...      ...      ...     ...   ...     ...   \n",
              "31648            0       0          0        0        0       0     0       0   \n",
              "31649            0       0          0        0        0       0     0       0   \n",
              "31650            0       0          0        0        0       0     0       0   \n",
              "31651            0       0          0        0        0       0     0       0   \n",
              "31652            0       0          0        0        0       0     0       0   \n",
              "\n",
              "       harpers  harpsichord  harpsichordists  harpur  harriet  harriette  \\\n",
              "0            0            0                0       0        0          0   \n",
              "1            0            0                0       0        0          0   \n",
              "2            0            0                0       0        0          0   \n",
              "3            0            0                0       0        0          0   \n",
              "4            0            0                0       0        0          0   \n",
              "...        ...          ...              ...     ...      ...        ...   \n",
              "31648        0            0                0       0        0          0   \n",
              "31649        0            0                0       0        0          0   \n",
              "31650        0            0                0       0        0          0   \n",
              "31651        0            0                0       0        0          0   \n",
              "31652        0            0                0       0        0          0   \n",
              "\n",
              "       harriman  harris  harrison  harry  hart  hartford  hartley  harvard  \\\n",
              "0             0       0         0      0     0         0        0        0   \n",
              "1             0       0         0      0     0         0        0        0   \n",
              "2             0       0         0      0     0         0        0        0   \n",
              "3             0       0         0      0     0         0        0        0   \n",
              "4             0       0         0      0     0         0        0        0   \n",
              "...         ...     ...       ...    ...   ...       ...      ...      ...   \n",
              "31648         0       0         0      0     0         0        0        0   \n",
              "31649         0       0         0      0     0         0        0        0   \n",
              "31650         0       0         0      0     0         0        0        0   \n",
              "31651         0       0         0      0     0         0        0        0   \n",
              "31652         0       0         0      0     0         0        0        0   \n",
              "\n",
              "       harvest  harvesting  harvey  hasan  hasidim  hasidism  haskel  haskell  \\\n",
              "0            0           0       0      0        0         0       0        0   \n",
              "1            0           0       0      0        0         0       0        0   \n",
              "2            0           0       0      0        0         0       0        0   \n",
              "3            0           0       0      0        0         0       0        0   \n",
              "4            0           0       0      0        0         0       0        0   \n",
              "...        ...         ...     ...    ...      ...       ...     ...      ...   \n",
              "31648        0           0       0      0        0         0       0        0   \n",
              "31649        0           0       0      0        0         0       0        0   \n",
              "31650        0           0       0      0        0         0       0        0   \n",
              "31651        0           0       0      0        0         0       0        0   \n",
              "31652        0           0       0      0        0         0       0        0   \n",
              "\n",
              "       hassell  hastings  hat  hatch  hatcher  hate  hatha  hats  hatshepsut  \\\n",
              "0            0         0    0      0        0     0      0     0           0   \n",
              "1            0         0    0      0        0     0      0     0           0   \n",
              "2            0         0    0      0        0     0      0     0           0   \n",
              "3            0         0    0      0        0     0      0     0           0   \n",
              "4            0         0    0      0        0     0      0     0           0   \n",
              "...        ...       ...  ...    ...      ...   ...    ...   ...         ...   \n",
              "31648        0         0    0      0        0     0      0     0           0   \n",
              "31649        0         0    0      0        0     0      0     0           0   \n",
              "31650        0         0    0      0        0     0      0     0           0   \n",
              "31651        0         0    0      0        0     0      0     0           0   \n",
              "31652        0         0    0      0        0     0      0     0           0   \n",
              "\n",
              "       hatteras  hauberg  haunted  haunts  hauptkommissar  hauslabjoch  haute  \\\n",
              "0             0        0        0       0               0            0      0   \n",
              "1             0        0        0       0               0            0      0   \n",
              "2             0        0        0       0               0            0      0   \n",
              "3             0        0        0       0               0            0      0   \n",
              "4             0        0        0       0               0            0      0   \n",
              "...         ...      ...      ...     ...             ...          ...    ...   \n",
              "31648         0        0        0       0               0            0      0   \n",
              "31649         0        0        0       0               0            0      0   \n",
              "31650         0        0        0       0               0            0      0   \n",
              "31651         0        0        0       0               0            0      0   \n",
              "31652         0        0        0       0               0            0      0   \n",
              "\n",
              "       havana  havasupai  havens  havers  hawaii  hawaiian  hawaiians  hawk  \\\n",
              "0           0          0       0       0       0         0          0     0   \n",
              "1           0          0       0       0       0         0          0     0   \n",
              "2           0          0       0       0       0         0          0     0   \n",
              "3           0          0       0       0       0         0          0     0   \n",
              "4           0          0       0       0       0         0          0     0   \n",
              "...       ...        ...     ...     ...     ...       ...        ...   ...   \n",
              "31648       0          0       0       0       0         0          0     0   \n",
              "31649       0          0       0       0       0         0          0     0   \n",
              "31650       0          0       0       0       0         0          0     0   \n",
              "31651       0          0       0       0       0         0          0     0   \n",
              "31652       0          0       0       0       0         0          0     0   \n",
              "\n",
              "       hawke  hawkgirl  hawking  hawks  hawthorne  hayashi  hayden  hayes  \\\n",
              "0          0         0        0      0          0        0       0      0   \n",
              "1          0         0        0      0          0        0       0      0   \n",
              "2          0         0        0      0          0        0       0      0   \n",
              "3          0         0        0      0          0        0       0      0   \n",
              "4          0         0        0      0          0        0       0      0   \n",
              "...      ...       ...      ...    ...        ...      ...     ...    ...   \n",
              "31648      0         0        0      0          0        0       0      0   \n",
              "31649      0         0        0      0          0        0       0      0   \n",
              "31650      0         0        0      0          0        0       0      0   \n",
              "31651      0         0        0      0          0        0       0      0   \n",
              "31652      0         0        0      0          0        0       0      0   \n",
              "\n",
              "       haymarket  hays  hayworth  hazard  hazardous  hazzard  head  headache  \\\n",
              "0              0     0         0       0          0        0     0         0   \n",
              "1              0     0         0       0          0        0     0         0   \n",
              "2              0     0         0       0          0        0     0         0   \n",
              "3              0     0         0       0          0        0     0         0   \n",
              "4              0     0         0       0          0        0     0         0   \n",
              "...          ...   ...       ...     ...        ...      ...   ...       ...   \n",
              "31648          0     0         0       0          0        0     0         0   \n",
              "31649          0     0         0       0          0        0     0         0   \n",
              "31650          0     0         0       0          0        0     0         0   \n",
              "31651          0     0         0       0          0        0     0         0   \n",
              "31652          0     0         0       0          0        0     0         0   \n",
              "\n",
              "       headgear  headlines  headquarters  heads  healers  healing  health  \\\n",
              "0             0          0             0      0        0        0       0   \n",
              "1             0          0             0      0        0        0       0   \n",
              "2             0          0             0      0        0        0       0   \n",
              "3             0          0             0      0        0        0       0   \n",
              "4             0          0             0      0        0        0       0   \n",
              "...         ...        ...           ...    ...      ...      ...     ...   \n",
              "31648         0          0             0      0        0        0       0   \n",
              "31649         0          0             0      0        0        0       0   \n",
              "31650         0          0             0      0        0        0       0   \n",
              "31651         0          0             0      0        0        0       0   \n",
              "31652         0          0             0      0        0        0       0   \n",
              "\n",
              "       hearing  heart  heartland  heat  heating  heaven  heavy  hebrew  \\\n",
              "0            0      0          0     0        0       0      0       0   \n",
              "1            0      0          0     0        0       0      0       0   \n",
              "2            0      0          0     0        0       0      0       0   \n",
              "3            0      0          0     0        0       0      0       0   \n",
              "4            0      0          0     0        0       0      0       0   \n",
              "...        ...    ...        ...   ...      ...     ...    ...     ...   \n",
              "31648        0      0          0     0        0       0      0       0   \n",
              "31649        0      0          0     0        0       0      0       0   \n",
              "31650        1      0          0     0        0       0      0       0   \n",
              "31651        0      0          0     0        0       0      0       0   \n",
              "31652        0      0          0     0        0       0      0       0   \n",
              "\n",
              "       hebron  heco  hedge  hedgehogs  hedgerow  hedges  hedging  heels  \\\n",
              "0           0     0      0          0         0       0        0      0   \n",
              "1           0     0      0          0         0       0        0      0   \n",
              "2           0     0      0          0         0       0        0      0   \n",
              "3           0     0      0          0         0       0        0      0   \n",
              "4           0     0      0          0         0       0        0      0   \n",
              "...       ...   ...    ...        ...       ...     ...      ...    ...   \n",
              "31648       0     0      0          0         0       0        0      0   \n",
              "31649       0     0      0          0         0       0        0      0   \n",
              "31650       0     0      0          0         0       0        0      0   \n",
              "31651       0     0      0          0         0       0        0      0   \n",
              "31652       0     0      0          0         0       0        0      0   \n",
              "\n",
              "       heian  heidegger  heine  heinrich  heinz  heisei  heisenberg  helen  \\\n",
              "0          0          0      0         0      0       0           0      0   \n",
              "1          0          0      0         0      0       0           0      0   \n",
              "2          0          0      0         0      0       0           0      0   \n",
              "3          0          0      0         0      0       0           0      0   \n",
              "4          0          0      0         0      0       0           0      0   \n",
              "...      ...        ...    ...       ...    ...     ...         ...    ...   \n",
              "31648      0          0      0         0      0       0           0      0   \n",
              "31649      0          0      0         0      0       0           0      0   \n",
              "31650      0          0      0         0      0       0           0      0   \n",
              "31651      0          0      0         0      0       0           0      0   \n",
              "31652      0          0      0         0      0       0           0      0   \n",
              "\n",
              "       helene  helens  helicopter  helicopters  hell  hellboy  hellenism  \\\n",
              "0           0       0           0            0     0        0          0   \n",
              "1           0       0           0            0     0        0          0   \n",
              "2           0       0           0            0     0        0          0   \n",
              "3           0       0           0            0     0        0          0   \n",
              "4           0       0           0            0     0        0          0   \n",
              "...       ...     ...         ...          ...   ...      ...        ...   \n",
              "31648       0       0           0            0     0        0          0   \n",
              "31649       0       0           0            0     0        0          0   \n",
              "31650       0       0           0            0     0        0          0   \n",
              "31651       0       0           0            0     0        0          0   \n",
              "31652       0       0           0            0     0        0          0   \n",
              "\n",
              "       heller  hellman  hells  helma  help  helpfulness  helping  hemingway  \\\n",
              "0           0        0      0      0     0            0        0          0   \n",
              "1           0        0      0      0     0            0        0          0   \n",
              "2           0        0      0      0     0            0        0          0   \n",
              "3           0        0      0      0     0            0        0          0   \n",
              "4           0        0      0      0     0            0        0          0   \n",
              "...       ...      ...    ...    ...   ...          ...      ...        ...   \n",
              "31648       0        0      0      0     0            0        0          0   \n",
              "31649       0        0      0      0     0            0        0          0   \n",
              "31650       0        0      0      0     0            0        0          0   \n",
              "31651       0        0      0      0     0            0        0          0   \n",
              "31652       0        0      0      0     0            0        0          0   \n",
              "\n",
              "       hemiptera  hemisphere  hemmings  henderson  hendrik  hendrix  \\\n",
              "0              0           0         0          0        0        0   \n",
              "1              0           0         0          0        0        0   \n",
              "2              0           0         0          0        0        0   \n",
              "3              0           0         0          0        0        0   \n",
              "4              0           0         0          0        0        0   \n",
              "...          ...         ...       ...        ...      ...      ...   \n",
              "31648          0           0         0          0        0        0   \n",
              "31649          0           0         0          0        0        0   \n",
              "31650          0           0         0          0        0        0   \n",
              "31651          0           0         0          0        0        0   \n",
              "31652          0           0         0          0        0        0   \n",
              "\n",
              "       hennessey  henri  henrie  henrietta  henrik  henry  henshaw  henson  \\\n",
              "0              0      0       0          0       0      0        0       0   \n",
              "1              0      0       0          0       0      0        0       0   \n",
              "2              0      0       0          0       0      0        0       0   \n",
              "3              0      0       0          0       0      0        0       0   \n",
              "4              0      0       0          0       0      0        0       0   \n",
              "...          ...    ...     ...        ...     ...    ...      ...     ...   \n",
              "31648          0      0       0          0       0      0        0       0   \n",
              "31649          0      0       0          0       0      0        0       0   \n",
              "31650          0      0       0          0       0      0        0       0   \n",
              "31651          0      0       0          0       0      0        0       0   \n",
              "31652          0      0       0          0       0      0        0       0   \n",
              "\n",
              "       hepatitis  hepburn  heraldry  heralds  herb  herbal  herbalists  \\\n",
              "0              0        0         0        0     0       0           0   \n",
              "1              0        0         0        0     0       0           0   \n",
              "2              0        0         0        0     0       0           0   \n",
              "3              0        0         0        0     0       0           0   \n",
              "4              0        0         0        0     0       0           0   \n",
              "...          ...      ...       ...      ...   ...     ...         ...   \n",
              "31648          0        0         0        0     0       0           0   \n",
              "31649          0        0         0        0     0       0           0   \n",
              "31650          0        0         0        0     0       0           0   \n",
              "31651          0        0         0        0     0       0           0   \n",
              "31652          0        0         0        0     0       0           0   \n",
              "\n",
              "       herbals  herbert  herbie  herbs  hercegovina  hercule  hercules  \\\n",
              "0            0        0       0      0            0        0         0   \n",
              "1            0        0       0      0            0        0         0   \n",
              "2            0        0       0      0            0        0         0   \n",
              "3            0        0       0      0            0        0         0   \n",
              "4            0        0       0      0            0        0         0   \n",
              "...        ...      ...     ...    ...          ...      ...       ...   \n",
              "31648        0        0       0      0            0        0         0   \n",
              "31649        0        0       0      0            0        0         0   \n",
              "31650        0        0       0      0            0        0         0   \n",
              "31651        0        0       0      0            0        0         0   \n",
              "31652        0        0       0      0            0        0         0   \n",
              "\n",
              "       heredity  hereford  heresies  heretics  heris  heritage  herman  \\\n",
              "0             0         0         0         0      0         0       0   \n",
              "1             0         0         0         0      0         0       0   \n",
              "2             0         0         0         0      0         0       0   \n",
              "3             0         0         0         0      0         0       0   \n",
              "4             0         0         0         0      0         0       0   \n",
              "...         ...       ...       ...       ...    ...       ...     ...   \n",
              "31648         0         0         0         0      0         0       0   \n",
              "31649         0         0         0         0      0         0       0   \n",
              "31650         0         0         0         0      0         0       0   \n",
              "31651         0         0         0         0      0         0       0   \n",
              "31652         0         0         0         0      0         0       0   \n",
              "\n",
              "       hermanos  hermit  hermits  hermux  hern  herodotus  heroes  heroin  \\\n",
              "0             0       0        0       0     0          0       0       0   \n",
              "1             0       0        0       0     0          0       0       0   \n",
              "2             0       0        0       0     0          0       0       0   \n",
              "3             0       0        0       0     0          0       0       0   \n",
              "4             0       0        0       0     0          0       0       0   \n",
              "...         ...     ...      ...     ...   ...        ...     ...     ...   \n",
              "31648         0       0        0       0     0          0       0       0   \n",
              "31649         0       0        0       0     0          0       0       0   \n",
              "31650         0       0        0       0     0          0       0       0   \n",
              "31651         0       0        0       0     0          0       0       0   \n",
              "31652         0       0        0       0     0          0       0       0   \n",
              "\n",
              "       heroines  herrera  herring  herriot  herzog  hess  hesse  hessler  \\\n",
              "0             0        0        0        0       0     0      0        0   \n",
              "1             0        0        0        0       0     0      0        0   \n",
              "2             0        0        0        0       0     0      0        0   \n",
              "3             0        0        0        0       0     0      0        0   \n",
              "4             0        0        0        0       0     0      0        0   \n",
              "...         ...      ...      ...      ...     ...   ...    ...      ...   \n",
              "31648         0        0        0        0       0     0      0        0   \n",
              "31649         0        0        0        0       0     0      0        0   \n",
              "31650         0        0        0        0       0     0      0        0   \n",
              "31651         0        0        0        0       0     0      0        0   \n",
              "31652         0        0        0        0       0     0      0        0   \n",
              "\n",
              "       hester  heterosexual  hetman  hew  heyerdahl  hezekiah  hiawatha  \\\n",
              "0           0             0       0    0          0         0         0   \n",
              "1           0             0       0    0          0         0         0   \n",
              "2           0             0       0    0          0         0         0   \n",
              "3           0             0       0    0          0         0         0   \n",
              "4           0             0       0    0          0         0         0   \n",
              "...       ...           ...     ...  ...        ...       ...       ...   \n",
              "31648       0             0       0    0          0         0         0   \n",
              "31649       0             0       0    0          0         0         0   \n",
              "31650       0             0       0    0          0         0         0   \n",
              "31651       0             0       0    0          0         0         0   \n",
              "31652       0             0       0    0          0         0         0   \n",
              "\n",
              "       hibernation  hiccups  hickman  hickock  hidayat  hide  hieroglyphic  \\\n",
              "0                0        0        0        0        0     0             0   \n",
              "1                0        0        0        0        0     0             0   \n",
              "2                0        0        0        0        0     0             0   \n",
              "3                0        0        0        0        0     0             0   \n",
              "4                0        0        0        0        0     0             0   \n",
              "...            ...      ...      ...      ...      ...   ...           ...   \n",
              "31648            0        0        0        0        0     0             0   \n",
              "31649            0        0        0        0        0     0             0   \n",
              "31650            0        0        0        0        0     0             0   \n",
              "31651            0        0        0        0        0     0             0   \n",
              "31652            0        0        0        0        0     0             0   \n",
              "\n",
              "       hieroglyphics  higgins  higgs  high  higher  highgate  highlands  \\\n",
              "0                  0        0      0     0       0         0          0   \n",
              "1                  0        0      0     0       0         0          0   \n",
              "2                  0        0      0     0       0         0          0   \n",
              "3                  0        0      0     0       0         0          0   \n",
              "4                  0        0      0     0       0         0          0   \n",
              "...              ...      ...    ...   ...     ...       ...        ...   \n",
              "31648              0        0      0     0       0         0          0   \n",
              "31649              0        0      0     0       0         0          0   \n",
              "31650              0        0      0     0       0         0          0   \n",
              "31651              0        0      0     0       0         0          0   \n",
              "31652              0        0      0     0       0         0          0   \n",
              "\n",
              "       highlife  highway  hijacking  hiking  hilary  hill  hillary  hiller  \\\n",
              "0             0        0          0       0       0     0        0       0   \n",
              "1             0        0          0       0       0     0        0       0   \n",
              "2             0        0          0       0       0     0        0       0   \n",
              "3             0        0          0       0       0     0        0       0   \n",
              "4             0        0          0       0       0     0        0       0   \n",
              "...         ...      ...        ...     ...     ...   ...      ...     ...   \n",
              "31648         0        0          0       0       0     0        0       0   \n",
              "31649         0        0          0       0       0     0        0       0   \n",
              "31650         0        0          0       0       0     0        0       0   \n",
              "31651         0        0          0       0       0     0        0       0   \n",
              "31652         0        0          0       0       0     0        0       0   \n",
              "\n",
              "       hills  hilo  hilton  himalaya  hinchman  hindenburg  hindi  hindu  \\\n",
              "0          0     0       0         0         0           0      0      0   \n",
              "1          0     0       0         0         0           0      0      0   \n",
              "2          0     0       0         0         0           0      0      0   \n",
              "3          0     0       0         0         0           0      0      0   \n",
              "4          0     0       0         0         0           0      0      0   \n",
              "...      ...   ...     ...       ...       ...         ...    ...    ...   \n",
              "31648      0     0       0         0         0           0      0      0   \n",
              "31649      0     0       0         0         0           0      0      0   \n",
              "31650      0     0       0         0         0           0      0      0   \n",
              "31651      0     0       0         0         0           0      0      0   \n",
              "31652      0     0       0         0         0           0      0      0   \n",
              "\n",
              "       hinduism  hindus  hindustani  hines  hinton  hip  hippies  hippo  \\\n",
              "0             0       0           0      0       0    0        0      0   \n",
              "1             0       0           0      0       0    0        0      0   \n",
              "2             0       0           0      0       0    0        0      0   \n",
              "3             0       0           0      0       0    0        0      0   \n",
              "4             0       0           0      0       0    0        0      0   \n",
              "...         ...     ...         ...    ...     ...  ...      ...    ...   \n",
              "31648         0       0           0      0       0    0        0      0   \n",
              "31649         0       0           0      0       0    0        0      0   \n",
              "31650         0       0           0      0       0    0        0      0   \n",
              "31651         0       0           0      0       0    0        0      0   \n",
              "31652         0       0           0      0       0    0        0      0   \n",
              "\n",
              "       hippopotamus  hippopotimidae  hirabayashi  hire  hiroshima  hirschfeld  \\\n",
              "0                 0               0            0     0          0           0   \n",
              "1                 0               0            0     0          0           0   \n",
              "2                 0               0            0     0          0           0   \n",
              "3                 0               0            0     0          0           0   \n",
              "4                 0               0            0     0          0           0   \n",
              "...             ...             ...          ...   ...        ...         ...   \n",
              "31648             0               0            0     0          0           0   \n",
              "31649             0               0            0     0          0           0   \n",
              "31650             0               0            0     0          0           0   \n",
              "31651             0               0            0     0          0           0   \n",
              "31652             0               0            0     0          0           0   \n",
              "\n",
              "       hispanic  historial  historians  historic  historical  historicity  \\\n",
              "0             0          0           0         0           0            0   \n",
              "1             0          0           0         0           0            0   \n",
              "2             0          0           0         0           0            0   \n",
              "3             0          0           0         0           1            0   \n",
              "4             0          0           0         0           0            0   \n",
              "...         ...        ...         ...       ...         ...          ...   \n",
              "31648         0          0           0         0           0            0   \n",
              "31649         0          0           0         0           0            0   \n",
              "31650         0          0           0         0           0            0   \n",
              "31651         0          0           0         0           0            0   \n",
              "31652         0          0           0         0           0            0   \n",
              "\n",
              "       histories  historiography  history  histroica  hit  hitchcock  \\\n",
              "0              0               0        0          0    0          0   \n",
              "1              0               0        0          0    0          0   \n",
              "2              0               0        1          0    0          0   \n",
              "3              0               0        5          0    0          0   \n",
              "4              0               0        0          0    0          0   \n",
              "...          ...             ...      ...        ...  ...        ...   \n",
              "31648          0               0        0          0    0          0   \n",
              "31649          0               0        0          0    0          0   \n",
              "31650          0               0        0          0    0          0   \n",
              "31651          0               0        0          0    0          0   \n",
              "31652          0               0        0          0    0          0   \n",
              "\n",
              "       hitchhiking  hitler  hitt  hiv  hmong  ho  hoag  hoards  hoban  hobbes  \\\n",
              "0                0       0     0    0      0   0     0       0      0       0   \n",
              "1                0       0     0    0      0   0     0       0      0       0   \n",
              "2                0       0     0    0      0   0     0       0      0       0   \n",
              "3                0       0     0    0      0   0     0       0      0       0   \n",
              "4                0       0     0    0      0   0     0       0      0       0   \n",
              "...            ...     ...   ...  ...    ...  ..   ...     ...    ...     ...   \n",
              "31648            0       0     0    0      0   0     0       0      0       0   \n",
              "31649            0       0     0    0      0   0     0       0      0       0   \n",
              "31650            0       0     0    0      0   0     0       0      0       0   \n",
              "31651            0       0     0    0      0   0     0       0      0       0   \n",
              "31652            0       0     0    0      0   0     0       0      0       0   \n",
              "\n",
              "       hockey  hodel  hodgson  hoffman  hoffmann  hogan  hogans  hogwarts  \\\n",
              "0           0      0        0        0         0      0       0         0   \n",
              "1           0      0        0        0         0      0       0         0   \n",
              "2           0      0        0        0         0      0       0         0   \n",
              "3           0      0        0        0         0      0       0         0   \n",
              "4           0      0        0        0         0      0       0         0   \n",
              "...       ...    ...      ...      ...       ...    ...     ...       ...   \n",
              "31648       0      0        0        0         0      0       0         0   \n",
              "31649       0      0        0        0         0      0       0         0   \n",
              "31650       0      0        0        0         0      0       0         0   \n",
              "31651       0      0        0        0         0      0       0         0   \n",
              "31652       0      0        0        0         0      0       0         0   \n",
              "\n",
              "       hohokam  holabird  holden  holding  hole  holiday  holidays  holiness  \\\n",
              "0            0         0       0        0     0        0         0         0   \n",
              "1            0         0       0        0     0        0         0         0   \n",
              "2            0         0       0        0     0        2         1         0   \n",
              "3            0         0       0        0     0        0         0         0   \n",
              "4            0         0       0        0     0        0         0         0   \n",
              "...        ...       ...     ...      ...   ...      ...       ...       ...   \n",
              "31648        0         0       0        0     0        0         0         0   \n",
              "31649        0         0       0        0     0        0         0         0   \n",
              "31650        0         0       0        0     0        0         0         0   \n",
              "31651        0         0       0        0     0        0         0         0   \n",
              "31652        0         0       0        0     0        0         0         0   \n",
              "\n",
              "       holistic  holl  holland  hollenbach  holliday  hollis  holloway  \\\n",
              "0             0     0        0           0         0       0         0   \n",
              "1             0     0        0           0         0       0         0   \n",
              "2             0     0        0           0         0       0         0   \n",
              "3             0     0        0           0         0       0         0   \n",
              "4             0     0        0           0         0       0         0   \n",
              "...         ...   ...      ...         ...       ...     ...       ...   \n",
              "31648         0     0        0           0         0       0         0   \n",
              "31649         0     0        0           0         0       0         0   \n",
              "31650         0     0        0           0         0       0         0   \n",
              "31651         0     0        0           0         0       0         0   \n",
              "31652         0     0        0           0         0       0         0   \n",
              "\n",
              "       hollywood  holm  holman  holmes  holocaust  holt  holy  home  homeless  \\\n",
              "0              0     0       0       0          0     0     0     0         0   \n",
              "1              0     0       0       0          0     0     0     0         0   \n",
              "2              0     0       0       0          0     0     0     0         0   \n",
              "3              0     0       0       0          0     0     0     0         0   \n",
              "4              0     0       0       0          0     0     0     0         0   \n",
              "...          ...   ...     ...     ...        ...   ...   ...   ...       ...   \n",
              "31648          0     0       0       0          0     0     0     0         0   \n",
              "31649          0     0       0       0          0     0     0     0         0   \n",
              "31650          0     0       0       0          0     0     0     0         0   \n",
              "31651          0     0       0       0          0     0     0     0         0   \n",
              "31652          0     0       0       0          0     0     0     0         0   \n",
              "\n",
              "       homelessness  homemakers  homeopathic  homeopathy  homeowners  homer  \\\n",
              "0                 0           0            0           0           0      0   \n",
              "1                 0           0            0           0           0      0   \n",
              "2                 0           0            0           0           0      0   \n",
              "3                 0           0            0           0           0      0   \n",
              "4                 0           0            0           0           0      0   \n",
              "...             ...         ...          ...         ...         ...    ...   \n",
              "31648             0           0            0           0           0      0   \n",
              "31649             0           0            0           0           0      0   \n",
              "31650             0           0            0           0           0      0   \n",
              "31651             0           0            0           0           0      0   \n",
              "31652             0           0            0           0           0      0   \n",
              "\n",
              "       homeric  homes  homesickness  homework  homicide  homing  homonyms  \\\n",
              "0            0      0             0         0         0       0         0   \n",
              "1            0      0             0         0         0       0         0   \n",
              "2            0      0             0         0         0       0         0   \n",
              "3            0      0             0         0         0       0         0   \n",
              "4            0      0             0         0         0       0         0   \n",
              "...        ...    ...           ...       ...       ...     ...       ...   \n",
              "31648        0      0             0         0         0       0         0   \n",
              "31649        0      0             0         0         0       0         0   \n",
              "31650        0      0             0         0         0       0         0   \n",
              "31651        0      0             0         0         0       0         0   \n",
              "31652        0      0             0         0         0       0         0   \n",
              "\n",
              "       homophobia  homosexuality  honduras  honecker  honesty  honey  \\\n",
              "0               0              0         0         0        0      0   \n",
              "1               0              0         0         0        0      0   \n",
              "2               0              0         0         0        0      0   \n",
              "3               0              0         0         0        0      0   \n",
              "4               0              0         0         0        0      0   \n",
              "...           ...            ...       ...       ...      ...    ...   \n",
              "31648           0              0         0         0        0      0   \n",
              "31649           0              0         0         0        0      0   \n",
              "31650           0              0         0         0        0      0   \n",
              "31651           0              0         0         0        0      0   \n",
              "31652           0              0         0         0        0      0   \n",
              "\n",
              "       honeybee  honeymoons  hong  honigsbaum  honky  honolulu  honor  honorl  \\\n",
              "0             0           0     0           0      0         0      0       0   \n",
              "1             0           0     0           0      0         0      0       0   \n",
              "2             0           0     0           0      0         0      0       0   \n",
              "3             0           0     0           0      0         0      0       0   \n",
              "4             0           0     0           0      0         0      0       0   \n",
              "...         ...         ...   ...         ...    ...       ...    ...     ...   \n",
              "31648         0           0     0           0      0         0      0       0   \n",
              "31649         0           0     0           0      0         0      0       0   \n",
              "31650         0           0     0           0      0         0      0       0   \n",
              "31651         0           0     0           0      0         0      0       0   \n",
              "31652         0           0     0           0      0         0      0       0   \n",
              "\n",
              "       hood  hoodlums  hooker  hooks  hooper  hoover  hop  hopalong  hope  \\\n",
              "0         0         0       0      0       0       0    0         0     0   \n",
              "1         0         0       0      0       0       0    0         0     0   \n",
              "2         0         0       0      0       0       0    0         0     0   \n",
              "3         0         0       0      0       0       0    0         0     0   \n",
              "4         0         0       0      0       0       0    0         0     0   \n",
              "...     ...       ...     ...    ...     ...     ...  ...       ...   ...   \n",
              "31648     0         0       0      0       0       0    0         0     0   \n",
              "31649     0         0       0      0       0       0    0         0     0   \n",
              "31650     0         0       0      0       0       0    0         0     0   \n",
              "31651     0         0       0      0       0       0    0         0     0   \n",
              "31652     0         0       0      0       0       0    0         0     0   \n",
              "\n",
              "       hopi  hopkins  hopper  horace  horatio  hormone  hormones  horn  \\\n",
              "0         0        0       0       0        0        0         0     0   \n",
              "1         0        0       0       0        0        0         0     0   \n",
              "2         0        0       0       0        0        0         0     0   \n",
              "3         0        0       0       0        0        0         0     0   \n",
              "4         0        0       0       0        0        0         0     0   \n",
              "...     ...      ...     ...     ...      ...      ...       ...   ...   \n",
              "31648     0        0       0       0        0        0         0     0   \n",
              "31649     0        0       0       0        0        0         0     0   \n",
              "31650     0        0       0       0        0        0         0     0   \n",
              "31651     0        0       0       0        0        0         0     0   \n",
              "31652     0        0       0       0        0        0         0     0   \n",
              "\n",
              "       hornbacher  hornblower  horne  horns  hornworts  horoscopes  horror  \\\n",
              "0               0           0      0      0          0           0       0   \n",
              "1               0           0      0      0          0           0       0   \n",
              "2               0           0      0      0          0           0       0   \n",
              "3               0           0      0      0          0           0       0   \n",
              "4               0           0      0      0          0           0       0   \n",
              "...           ...         ...    ...    ...        ...         ...     ...   \n",
              "31648           0           0      0      0          0           0       0   \n",
              "31649           0           0      0      0          0           0       0   \n",
              "31650           0           0      0      0          0           0       0   \n",
              "31651           0           0      0      0          0           0       0   \n",
              "31652           0           0      0      0          0           0       0   \n",
              "\n",
              "       horse  horsemanship  horsemen  horses  horseshoe  horsewomen  hortense  \\\n",
              "0          0             0         0       0          0           0         0   \n",
              "1          0             0         0       0          0           0         0   \n",
              "2          0             0         0       0          0           0         0   \n",
              "3          0             0         0       0          0           0         0   \n",
              "4          0             0         0       0          0           0         0   \n",
              "...      ...           ...       ...     ...        ...         ...       ...   \n",
              "31648      0             0         0       0          0           0         0   \n",
              "31649      0             0         0       0          0           0         0   \n",
              "31650      0             0         0       0          0           0         0   \n",
              "31651      0             0         0       0          0           0         0   \n",
              "31652      0             0         0       0          0           0         0   \n",
              "\n",
              "       horticulture  hospice  hospital  hospitality  hospitals  hossein  \\\n",
              "0                 0        0         0            0          0        0   \n",
              "1                 0        0         0            0          0        0   \n",
              "2                 0        0         0            0          0        0   \n",
              "3                 0        0         0            0          0        0   \n",
              "4                 0        0         0            0          0        0   \n",
              "...             ...      ...       ...          ...        ...      ...   \n",
              "31648             0        0         0            0          0        0   \n",
              "31649             0        0         0            0          0        0   \n",
              "31650             0        0         0            0          0        0   \n",
              "31651             0        0         0            0          0        0   \n",
              "31652             0        0         0            0          0        0   \n",
              "\n",
              "       hostage  hostages  hostels  hostility  hot  hotel  hotelkeepers  \\\n",
              "0            0         0        0          0    0      0             0   \n",
              "1            0         0        0          0    0      0             0   \n",
              "2            0         0        0          0    0      0             0   \n",
              "3            0         0        0          0    0      0             0   \n",
              "4            0         0        0          0    0      0             0   \n",
              "...        ...       ...      ...        ...  ...    ...           ...   \n",
              "31648        0         0        0          0    0      0             0   \n",
              "31649        0         0        0          0    0      0             0   \n",
              "31650        0         0        0          0    0      0             0   \n",
              "31651        0         0        0          0    0      0             0   \n",
              "31652        0         0        0          0    0      0             0   \n",
              "\n",
              "       hotels  houdini  hours  house  houseboats  household  housekeepers  \\\n",
              "0           0        0      0      0           0          0             0   \n",
              "1           0        0      0      0           0          0             0   \n",
              "2           0        0      0      0           0          0             0   \n",
              "3           0        0      0      0           0          0             0   \n",
              "4           0        0      0      0           0          0             0   \n",
              "...       ...      ...    ...    ...         ...        ...           ...   \n",
              "31648       0        0      0      0           0          0             0   \n",
              "31649       0        0      0      0           0          0             0   \n",
              "31650       0        0      0      0           0          0             0   \n",
              "31651       0        0      0      0           0          0             0   \n",
              "31652       0        0      0      0           0          0             0   \n",
              "\n",
              "       housekeeping  houses  housesitting  housewives  housing  howard  howe  \\\n",
              "0                 0       0             0           0        0       0     0   \n",
              "1                 0       0             0           0        0       0     0   \n",
              "2                 0       0             0           0        0       0     0   \n",
              "3                 0       0             0           0        0       0     0   \n",
              "4                 0       0             0           0        0       0     0   \n",
              "...             ...     ...           ...         ...      ...     ...   ...   \n",
              "31648             0       0             0           0        0       0     0   \n",
              "31649             0       0             0           0        0       0     0   \n",
              "31650             0       0             0           0        0       0     0   \n",
              "31651             0       0             0           0        0       0     0   \n",
              "31652             0       0             0           0        0       0     0   \n",
              "\n",
              "       howlin  hoyle  hsi  hsien  hsue  html  hu  hua  huang  huants  huao  \\\n",
              "0           0      0    0      0     0     0   0    0      0       0     0   \n",
              "1           0      0    0      0     0     0   0    0      0       0     0   \n",
              "2           0      0    0      0     0     0   0    0      0       0     0   \n",
              "3           0      0    0      0     0     0   0    0      0       0     0   \n",
              "4           0      0    0      0     0     0   0    0      0       0     0   \n",
              "...       ...    ...  ...    ...   ...   ...  ..  ...    ...     ...   ...   \n",
              "31648       0      0    0      0     0     0   0    0      0       0     0   \n",
              "31649       0      0    0      0     0     0   0    0      0       0     0   \n",
              "31650       0      0    0      0     0     0   0    0      0       0     0   \n",
              "31651       0      0    0      0     0     0   0    0      0       0     0   \n",
              "31652       0      0    0      0     0     0   0    0      0       0     0   \n",
              "\n",
              "       hubertus  huckleberry  hudson  hue  huey  hugging  hugh  hughes  hugo  \\\n",
              "0             0            0       0    0     0        0     0       0     0   \n",
              "1             0            0       0    0     0        0     0       0     0   \n",
              "2             0            0       0    0     0        0     0       0     0   \n",
              "3             0            0       0    0     0        0     0       0     0   \n",
              "4             0            0       0    0     0        0     0       0     0   \n",
              "...         ...          ...     ...  ...   ...      ...   ...     ...   ...   \n",
              "31648         0            0       0    0     0        0     0       0     0   \n",
              "31649         0            0       0    0     0        0     0       0     0   \n",
              "31650         0            0       0    0     0        0     0       0     0   \n",
              "31651         0            0       0    0     0        0     0       0     0   \n",
              "31652         0            0       0    0     0        0     0       0     0   \n",
              "\n",
              "       huichol  huiyin  hula  hulk  hull  hulot  human  humane  humanistic  \\\n",
              "0            0       0     0     0     0      0      0       0           0   \n",
              "1            0       0     0     0     0      0      0       0           0   \n",
              "2            0       0     0     0     0      0      0       0           0   \n",
              "3            0       0     0     0     0      0      0       0           0   \n",
              "4            0       0     0     0     0      0      0       0           0   \n",
              "...        ...     ...   ...   ...   ...    ...    ...     ...         ...   \n",
              "31648        0       0     0     0     0      0      0       0           0   \n",
              "31649        0       0     0     0     0      0      0       0           0   \n",
              "31650        0       0     0     0     0      0      0       0           0   \n",
              "31651        0       0     0     0     0      0      0       0           0   \n",
              "31652        0       0     0     0     0      0      0       0           0   \n",
              "\n",
              "       humanity  humans  hummingbirds  hummock  humor  humorists  humorous  \\\n",
              "0             0       0             0        0      0          0         0   \n",
              "1             0       0             0        0      0          0         0   \n",
              "2             0       0             0        0      0          0         0   \n",
              "3             0       0             0        0      0          0         0   \n",
              "4             0       0             0        0      0          0         0   \n",
              "...         ...     ...           ...      ...    ...        ...       ...   \n",
              "31648         0       0             0        0      0          0         0   \n",
              "31649         0       0             0        0      0          0         0   \n",
              "31650         0       0             0        0      0          0         0   \n",
              "31651         0       0             0        0      0          0         0   \n",
              "31652         0       0             0        0      0          0         0   \n",
              "\n",
              "       humpback  humphrey  hundred  huneck  hungarian  hungarians  hungary  \\\n",
              "0             0         0        0       0          0           0        0   \n",
              "1             0         0        0       0          0           0        0   \n",
              "2             0         0        0       0          0           0        0   \n",
              "3             0         0        0       0          0           0        0   \n",
              "4             0         0        0       0          0           0        0   \n",
              "...         ...       ...      ...     ...        ...         ...      ...   \n",
              "31648         0         0        0       0          0           0        0   \n",
              "31649         0         0        0       0          0           0        0   \n",
              "31650         0         0        0       0          0           0        0   \n",
              "31651         0         0        0       0          0           0        0   \n",
              "31652         0         0        0       0          0           0        0   \n",
              "\n",
              "       hunger  hunkpapa  hunley  huns  hunt  hunter  hunters  hunting  \\\n",
              "0           0         0       0     0     0       0        0        0   \n",
              "1           0         0       0     0     0       0        0        0   \n",
              "2           0         0       0     0     0       0        0        0   \n",
              "3           0         0       0     0     0       0        0        0   \n",
              "4           0         0       0     0     0       0        0        0   \n",
              "...       ...       ...     ...   ...   ...     ...      ...      ...   \n",
              "31648       0         0       0     0     0       0        0        0   \n",
              "31649       0         0       0     0     0       0        0        0   \n",
              "31650       0         0       0     0     0       0        0        0   \n",
              "31651       0         0       0     0     0       0        0        0   \n",
              "31652       0         0       0     0     0       0        0        0   \n",
              "\n",
              "       huntingtons  hunts  hurley  hurricane  hurricanes  hurston  husband  \\\n",
              "0                0      0       0          0           0        0        0   \n",
              "1                0      0       0          0           0        0        0   \n",
              "2                0      0       0          0           0        0        0   \n",
              "3                0      0       0          0           0        0        0   \n",
              "4                0      0       0          0           0        0        0   \n",
              "...            ...    ...     ...        ...         ...      ...      ...   \n",
              "31648            0      0       0          0           0        0        0   \n",
              "31649            0      0       0          0           0        0        0   \n",
              "31650            0      0       0          0           0        0        0   \n",
              "31651            0      0       0          0           0        0        0   \n",
              "31652            0      0       0          0           0        0        0   \n",
              "\n",
              "       husbands  hustle  huts  hutt  hutton  hutu  huu  hvar  hyacinth  \\\n",
              "0             0       0     0     0       0     0    0     0         0   \n",
              "1             0       0     0     0       0     0    0     0         0   \n",
              "2             0       0     0     0       0     0    0     0         0   \n",
              "3             0       0     0     0       0     0    0     0         0   \n",
              "4             0       0     0     0       0     0    0     0         0   \n",
              "...         ...     ...   ...   ...     ...   ...  ...   ...       ...   \n",
              "31648         0       0     0     0       0     0    0     0         0   \n",
              "31649         0       0     0     0       0     0    0     0         0   \n",
              "31650         0       0     0     0       0     0    0     0         0   \n",
              "31651         0       0     0     0       0     0    0     0         0   \n",
              "31652         0       0     0     0       0     0    0     0         0   \n",
              "\n",
              "       hybodus  hybridization  hyde  hydrochloride  hydrodynamics  hydrogen  \\\n",
              "0            0              0     0              0              0         0   \n",
              "1            0              0     0              0              0         0   \n",
              "2            0              0     0              0              0         0   \n",
              "3            0              0     0              0              0         0   \n",
              "4            0              0     0              0              0         0   \n",
              "...        ...            ...   ...            ...            ...       ...   \n",
              "31648        0              0     0              0              0         0   \n",
              "31649        0              0     0              0              0         0   \n",
              "31650        0              0     0              0              0         0   \n",
              "31651        0              0     0              0              0         0   \n",
              "31652        0              0     0              0              0         0   \n",
              "\n",
              "       hydrologic  hydroponics  hydrothermal  hygiene  hylidae  hymn  hymns  \\\n",
              "0               0            0             0        0        0     0      0   \n",
              "1               0            0             0        0        0     0      0   \n",
              "2               0            0             0        0        0     0      0   \n",
              "3               0            0             0        0        0     0      0   \n",
              "4               0            0             0        0        0     0      0   \n",
              "...           ...          ...           ...      ...      ...   ...    ...   \n",
              "31648           0            0             0        0        0     0      0   \n",
              "31649           0            0             0        0        0     0      0   \n",
              "31650           0            0             0        0        0     0      0   \n",
              "31651           0            0             0        0        0     0      0   \n",
              "31652           0            0             0        0        0     0      0   \n",
              "\n",
              "       hyon  hyperactive  hyperactivity  hypercholesteremia  hypertension  \\\n",
              "0         0            0              0                   0             0   \n",
              "1         0            0              0                   0             0   \n",
              "2         0            0              0                   0             0   \n",
              "3         0            0              0                   0             0   \n",
              "4         0            0              0                   0             0   \n",
              "...     ...          ...            ...                 ...           ...   \n",
              "31648     0            0              0                   0             0   \n",
              "31649     0            0              0                   0             0   \n",
              "31650     0            0              0                   0             0   \n",
              "31651     0            0              0                   0             0   \n",
              "31652     0            0              0                   0             0   \n",
              "\n",
              "       hypertext  hypnotic  hypnotism  hypocrisy  hypoglycemia  hypothesis  \\\n",
              "0              0         0          0          0             0           0   \n",
              "1              0         0          0          0             0           0   \n",
              "2              0         0          0          0             0           0   \n",
              "3              0         0          0          0             0           0   \n",
              "4              0         0          0          0             0           0   \n",
              "...          ...       ...        ...        ...           ...         ...   \n",
              "31648          0         0          0          0             0           0   \n",
              "31649          0         0          0          0             0           0   \n",
              "31650          0         0          0          0             0           0   \n",
              "31651          0         0          0          0             0           0   \n",
              "31652          0         0          0          0             0           0   \n",
              "\n",
              "       hypothyroidism  hypsilophodon  hysteria  iacuzzo  ian  iberia  ibm  \\\n",
              "0                   0              0         0        0    0       0    0   \n",
              "1                   0              0         0        0    0       0    0   \n",
              "2                   0              0         0        0    0       0    0   \n",
              "3                   0              0         0        0    0       0    0   \n",
              "4                   0              0         0        0    0       0    0   \n",
              "...               ...            ...       ...      ...  ...     ...  ...   \n",
              "31648               0              0         0        0    0       0    0   \n",
              "31649               0              0         0        0    0       0    0   \n",
              "31650               0              0         0        0    0       0    0   \n",
              "31651               0              0         0        0    0       0    0   \n",
              "31652               0              0         0        0    0       0    0   \n",
              "\n",
              "       ibn  ibsen  ice  iceland  ices  icewind  ichiro  icon  ida  idaho  \\\n",
              "0        0      0    0        0     0        0       0     0    0      0   \n",
              "1        0      0    0        0     0        0       0     0    0      0   \n",
              "2        0      0    0        0     0        0       0     0    0      0   \n",
              "3        0      0    0        0     0        0       0     0    0      0   \n",
              "4        0      0    0        0     0        0       0     0    0      0   \n",
              "...    ...    ...  ...      ...   ...      ...     ...   ...  ...    ...   \n",
              "31648    0      0    0        0     0        0       0     0    0      0   \n",
              "31649    0      0    0        0     0        0       0     0    0      0   \n",
              "31650    0      0    0        0     0        0       0     0    0      0   \n",
              "31651    0      0    0        0     0        0       0     0    0      0   \n",
              "31652    0      0    0        0     0        0       0     0    0      0   \n",
              "\n",
              "       idea  idealism  identification  identity  ideology  idi  idioms  \\\n",
              "0         0         0               0         0         0    0       0   \n",
              "1         0         0               0         0         0    0       0   \n",
              "2         0         0               0         0         0    0       0   \n",
              "3         0         0               0         0         0    0       0   \n",
              "4         0         0               0         0         0    0       0   \n",
              "...     ...       ...             ...       ...       ...  ...     ...   \n",
              "31648     0         0               0         0         0    0       0   \n",
              "31649     0         0               0         0         0    0       0   \n",
              "31650     0         0               0         0         0    0       0   \n",
              "31651     0         0               0         0         0    0       0   \n",
              "31652     0         0               0         0         0    0       0   \n",
              "\n",
              "       iditarod  idol  idolatry  ieee  igbo  igelfeld  iglesia  ignatius  \\\n",
              "0             0     0         0     0     0         0        0         0   \n",
              "1             0     0         0     0     0         0        0         0   \n",
              "2             0     0         0     0     0         0        0         0   \n",
              "3             0     0         0     0     0         0        0         0   \n",
              "4             0     0         0     0     0         0        0         0   \n",
              "...         ...   ...       ...   ...   ...       ...      ...       ...   \n",
              "31648         0     0         0     0     0         0        0         0   \n",
              "31649         0     0         0     0     0         0        0         0   \n",
              "31650         0     0         0     0     0         0        0         0   \n",
              "31651         0     0         0     0     0         0        0         0   \n",
              "31652         0     0         0     0     0         0        0         0   \n",
              "\n",
              "       igor  iguana  iguanas  ii  iii  ike  ile  iles  iliad  ill  illegal  \\\n",
              "0         0       0        0   0    0    0    0     0      0    0        0   \n",
              "1         0       0        0   0    0    0    0     0      0    0        0   \n",
              "2         0       0        0   0    0    0    0     0      0    0        0   \n",
              "3         0       0        0   0    0    0    0     0      0    0        0   \n",
              "4         0       0        0   0    0    0    0     0      0    0        0   \n",
              "...     ...     ...      ...  ..  ...  ...  ...   ...    ...  ...      ...   \n",
              "31648     0       0        0   0    0    0    0     0      0    0        0   \n",
              "31649     0       0        0   0    0    0    0     0      0    0        0   \n",
              "31650     0       0        0   0    0    0    0     0      0    0        0   \n",
              "31651     0       0        0   0    0    0    0     0      0    0        0   \n",
              "31652     0       0        0   0    0    0    0     0      0    0        0   \n",
              "\n",
              "       illegitimate  illicit  illinois  illness  illumination  illusion  \\\n",
              "0                 0        0         0        0             0         0   \n",
              "1                 0        0         0        0             0         0   \n",
              "2                 0        0         0        0             0         0   \n",
              "3                 0        0         0        0             0         0   \n",
              "4                 0        0         0        0             0         0   \n",
              "...             ...      ...       ...      ...           ...       ...   \n",
              "31648             0        0         0        0             0         0   \n",
              "31649             0        0         0        0             0         0   \n",
              "31650             0        0         0        0             0         0   \n",
              "31651             0        0         0        0             0         0   \n",
              "31652             0        0         0        0             0         0   \n",
              "\n",
              "       illusions  illustrated  illustration  illustrations  illustrator  \\\n",
              "0              0            0             0              0            0   \n",
              "1              0            0             0              0            0   \n",
              "2              0            0             0              0            0   \n",
              "3              0            0             0              0            0   \n",
              "4              0            0             0              0            0   \n",
              "...          ...          ...           ...            ...          ...   \n",
              "31648          0            0             0              0            0   \n",
              "31649          0            0             0              0            0   \n",
              "31650          0            0             0              0            0   \n",
              "31651          0            0             0              0            0   \n",
              "31652          0            0             0              0            0   \n",
              "\n",
              "       illustrators  iloko  im  imac  image  imagery  images  imaginary  \\\n",
              "0                 0      0   0     0      0        0       0          0   \n",
              "1                 0      0   0     0      0        0       0          0   \n",
              "2                 0      0   0     0      0        0       0          0   \n",
              "3                 0      0   0     0      0        0       0          0   \n",
              "4                 0      0   0     0      0        0       0          0   \n",
              "...             ...    ...  ..   ...    ...      ...     ...        ...   \n",
              "31648             0      0   0     0      0        0       0          0   \n",
              "31649             0      0   0     0      0        0       0          0   \n",
              "31650             0      0   0     0      0        0       0          0   \n",
              "31651             0      0   0     0      0        0       0          0   \n",
              "31652             0      0   0     0      0        0       0          0   \n",
              "\n",
              "       imagination  imagine  imaginery  imams  imamu  imax  imbalances  \\\n",
              "0                0        0          0      0      0     0           0   \n",
              "1                0        0          0      0      0     0           0   \n",
              "2                0        0          0      0      0     0           0   \n",
              "3                0        0          0      0      0     0           0   \n",
              "4                0        0          0      0      0     0           0   \n",
              "...            ...      ...        ...    ...    ...   ...         ...   \n",
              "31648            0        0          0      0      0     0           0   \n",
              "31649            0        0          0      0      0     0           0   \n",
              "31650            0        0          0      0      0     0           0   \n",
              "31651            0        0          0      0      0     0           0   \n",
              "31652            0        0          0      0      0     0           0   \n",
              "\n",
              "       imelda  imeni  imitation  imitations  immanence  immigrants  \\\n",
              "0           0      0          0           0          0           0   \n",
              "1           0      0          0           0          0           0   \n",
              "2           0      0          0           0          0           0   \n",
              "3           0      0          0           0          0           0   \n",
              "4           0      0          0           0          0           0   \n",
              "...       ...    ...        ...         ...        ...         ...   \n",
              "31648       0      0          0           0          0           0   \n",
              "31649       0      0          0           0          0           0   \n",
              "31650       0      0          0           0          0           0   \n",
              "31651       0      0          0           0          0           0   \n",
              "31652       0      0          0           0          0           0   \n",
              "\n",
              "       immigration  immmigrants  immorality  immortalism  immortality  immune  \\\n",
              "0                0            0           0            0            0       0   \n",
              "1                0            0           0            0            0       0   \n",
              "2                0            0           0            0            0       0   \n",
              "3                0            0           0            0            0       0   \n",
              "4                0            0           0            0            0       0   \n",
              "...            ...          ...         ...          ...          ...     ...   \n",
              "31648            0            0           0            0            0       0   \n",
              "31649            0            0           0            0            0       0   \n",
              "31650            0            0           0            0            0       0   \n",
              "31651            0            0           0            0            0       0   \n",
              "31652            0            0           0            0            0       0   \n",
              "\n",
              "       immunity  immunization  immunodeficiency  immunologic  \\\n",
              "0             0             0                 0            0   \n",
              "1             0             0                 0            0   \n",
              "2             0             0                 0            0   \n",
              "3             0             0                 0            0   \n",
              "4             0             0                 0            0   \n",
              "...         ...           ...               ...          ...   \n",
              "31648         0             0                 0            0   \n",
              "31649         0             0                 0            0   \n",
              "31650         0             0                 0            0   \n",
              "31651         0             0                 0            0   \n",
              "31652         0             0                 0            0   \n",
              "\n",
              "       immunosuppression  imogen  impact  impaired  impeachment  impeachments  \\\n",
              "0                      0       0       0         0            0             0   \n",
              "1                      0       0       0         0            0             0   \n",
              "2                      0       0       0         0            0             0   \n",
              "3                      0       0       0         0            0             0   \n",
              "4                      0       0       0         0            0             0   \n",
              "...                  ...     ...     ...       ...          ...           ...   \n",
              "31648                  0       0       0         0            0             0   \n",
              "31649                  0       0       0         0            0             0   \n",
              "31650                  0       0       0         1            0             0   \n",
              "31651                  0       0       0         0            0             0   \n",
              "31652                  0       0       0         0            0             0   \n",
              "\n",
              "       imperial  imperialism  impersonation  impersonators  imports  \\\n",
              "0             0            0              0              0        0   \n",
              "1             0            0              0              0        0   \n",
              "2             0            0              0              0        0   \n",
              "3             0            0              0              0        0   \n",
              "4             0            0              0              0        0   \n",
              "...         ...          ...            ...            ...      ...   \n",
              "31648         0            0              0              0        0   \n",
              "31649         0            0              0              0        0   \n",
              "31650         0            0              0              0        0   \n",
              "31651         0            0              0              0        0   \n",
              "31652         0            0              0              0        0   \n",
              "\n",
              "       impostors  imposture  impressionism  impressionist  imprisonment  \\\n",
              "0              0          0              0              0             0   \n",
              "1              0          0              0              0             0   \n",
              "2              0          0              0              0             0   \n",
              "3              0          0              0              0             0   \n",
              "4              0          0              0              0             0   \n",
              "...          ...        ...            ...            ...           ...   \n",
              "31648          0          0              0              0             0   \n",
              "31649          0          0              0              0             0   \n",
              "31650          0          0              0              0             0   \n",
              "31651          0          0              0              0             0   \n",
              "31652          0          0              0              0             0   \n",
              "\n",
              "       improvement  improvisation  impulse  inc  inca  incantations  incas  \\\n",
              "0                0              0        0    0     0             0      0   \n",
              "1                0              0        0    0     0             0      0   \n",
              "2                0              0        0    0     0             0      0   \n",
              "3                0              0        0    0     0             0      0   \n",
              "4                0              0        0    0     0             0      0   \n",
              "...            ...            ...      ...  ...   ...           ...    ...   \n",
              "31648            0              0        0    0     0             0      0   \n",
              "31649            0              0        0    0     0             0      0   \n",
              "31650            0              0        0    0     0             0      0   \n",
              "31651            0              0        0    0     0             0      0   \n",
              "31652            0              0        0    0     0             0      0   \n",
              "\n",
              "       incentives  incident  incidental  income  incontinence  incorporated  \\\n",
              "0               0         0           0       0             0             0   \n",
              "1               0         0           0       0             0             0   \n",
              "2               0         0           0       0             0             0   \n",
              "3               0         0           0       0             0             0   \n",
              "4               0         0           0       0             0             0   \n",
              "...           ...       ...         ...     ...           ...           ...   \n",
              "31648           0         0           0       0             0             0   \n",
              "31649           0         0           0       0             0             0   \n",
              "31650           0         0           0       0             0             0   \n",
              "31651           0         0           0       0             0             0   \n",
              "31652           0         0           0       0             0             0   \n",
              "\n",
              "       incorporation  incredible  incrimination  ind  indemnity  indentured  \\\n",
              "0                  0           0              0    0          0           0   \n",
              "1                  0           0              0    0          0           0   \n",
              "2                  0           0              0    0          0           0   \n",
              "3                  0           0              0    0          0           0   \n",
              "4                  0           0              0    0          0           0   \n",
              "...              ...         ...            ...  ...        ...         ...   \n",
              "31648              0           0              0    0          0           0   \n",
              "31649              0           0              0    0          0           0   \n",
              "31650              0           0              0    0          0           0   \n",
              "31651              0           0              0    0          0           0   \n",
              "31652              0           0              0    0          0           0   \n",
              "\n",
              "       independence  independent  indesign  index  indexes  india  indian  \\\n",
              "0                 0            0         0      0        0      0       0   \n",
              "1                 0            0         0      0        0      0       0   \n",
              "2                 0            0         0      0        0      0       0   \n",
              "3                 0            0         0      0        0      0       0   \n",
              "4                 0            0         0      0        0      0       0   \n",
              "...             ...          ...       ...    ...      ...    ...     ...   \n",
              "31648             0            0         0      0        0      0       0   \n",
              "31649             0            0         0      0        0      0       0   \n",
              "31650             0            0         0      0        0      0       0   \n",
              "31651             0            0         0      0        0      0       0   \n",
              "31652             0            0         0      0        0      0       0   \n",
              "\n",
              "       indiana  indianapolis  indians  indic  indicator  indicators  indies  \\\n",
              "0            0             0        0      0          0           0       0   \n",
              "1            0             0        0      0          0           0       0   \n",
              "2            0             0        0      0          0           0       0   \n",
              "3            0             0        0      0          0           0       0   \n",
              "4            0             0        0      0          0           0       0   \n",
              "...        ...           ...      ...    ...        ...         ...     ...   \n",
              "31648        0             0        0      0          0           0       0   \n",
              "31649        0             0        0      0          0           0       0   \n",
              "31650        0             0        0      0          0           0       0   \n",
              "31651        0             0        0      0          0           0       0   \n",
              "31652        0             0        0      0          0           0       0   \n",
              "\n",
              "       indigenous  indische  individual  individuality  individualized  indo  \\\n",
              "0               0         0           0              0               0     0   \n",
              "1               0         0           0              0               0     0   \n",
              "2               0         0           0              0               0     0   \n",
              "3               0         0           0              0               0     0   \n",
              "4               0         0           0              0               0     0   \n",
              "...           ...       ...         ...            ...             ...   ...   \n",
              "31648           0         0           0              0               0     0   \n",
              "31649           0         0           0              0               0     0   \n",
              "31650           0         0           0              0               0     0   \n",
              "31651           0         0           0              0               0     0   \n",
              "31652           0         0           0              0               0     0   \n",
              "\n",
              "       indochina  indochinese  indonesia  indonesian  indoor  induced  \\\n",
              "0              0            0          0           0       0        0   \n",
              "1              0            0          0           0       0        0   \n",
              "2              0            0          0           0       0        0   \n",
              "3              0            0          0           0       0        0   \n",
              "4              0            0          0           0       0        0   \n",
              "...          ...          ...        ...         ...     ...      ...   \n",
              "31648          0            0          0           0       0        0   \n",
              "31649          0            0          0           0       0        0   \n",
              "31650          0            0          0           0       0        0   \n",
              "31651          0            0          0           0       0        0   \n",
              "31652          0            0          0           0       0        0   \n",
              "\n",
              "       industrial  industrialization  industrie  industries  industry  \\\n",
              "0               0                  0          0           0         0   \n",
              "1               0                  0          0           0         0   \n",
              "2               0                  0          0           0         0   \n",
              "3               0                  0          0           0         0   \n",
              "4               0                  0          0           0         0   \n",
              "...           ...                ...        ...         ...       ...   \n",
              "31648           0                  0          0           0         0   \n",
              "31649           0                  0          0           0         0   \n",
              "31650           0                  0          0           0         0   \n",
              "31651           0                  0          0           0         0   \n",
              "31652           0                  0          0           0         0   \n",
              "\n",
              "       inertia  infancy  infant  infanticide  infantry  infants  infarction  \\\n",
              "0            0        0       0            0         0        0           0   \n",
              "1            0        0       0            0         0        0           0   \n",
              "2            0        0       0            0         0        0           0   \n",
              "3            0        0       0            0         0        0           0   \n",
              "4            0        0       0            0         0        0           0   \n",
              "...        ...      ...     ...          ...       ...      ...         ...   \n",
              "31648        0        0       0            0         0        0           0   \n",
              "31649        0        0       0            0         0        0           0   \n",
              "31650        0        0       0            0         0        0           0   \n",
              "31651        0        0       0            0         0        0           0   \n",
              "31652        0        0       0            0         0        0           0   \n",
              "\n",
              "       infections  infertility  infill  inflammation  inflammatory  inflation  \\\n",
              "0               0            0       0             0             0          0   \n",
              "1               0            0       0             0             0          0   \n",
              "2               0            0       0             0             0          0   \n",
              "3               0            0       0             0             0          0   \n",
              "4               0            0       0             0             0          0   \n",
              "...           ...          ...     ...           ...           ...        ...   \n",
              "31648           0            0       0             0             0          0   \n",
              "31649           0            0       0             0             0          0   \n",
              "31650           0            0       0             0             0          0   \n",
              "31651           0            0       0             0             0          0   \n",
              "31652           0            0       0             0             0          0   \n",
              "\n",
              "       influence  influences  influenza  infomercials  informatics  \\\n",
              "0              0           0          0             0            0   \n",
              "1              0           0          0             0            0   \n",
              "2              0           0          0             0            0   \n",
              "3              0           0          0             0            0   \n",
              "4              0           0          0             0            0   \n",
              "...          ...         ...        ...           ...          ...   \n",
              "31648          0           0          0             0            0   \n",
              "31649          0           0          0             0            0   \n",
              "31650          0           0          0             0            0   \n",
              "31651          0           0          0             0            0   \n",
              "31652          0           0          0             0            0   \n",
              "\n",
              "       information  informed  informers  infringement  ingalls  ingmar  \\\n",
              "0                0         0          0             0        0       0   \n",
              "1                0         0          0             0        0       0   \n",
              "2                0         0          0             0        0       0   \n",
              "3                0         0          0             0        0       0   \n",
              "4                0         0          0             0        0       0   \n",
              "...            ...       ...        ...           ...      ...     ...   \n",
              "31648            0         0          0             0        0       0   \n",
              "31649            0         0          0             0        0       0   \n",
              "31650            0         0          0             0        0       0   \n",
              "31651            0         0          0             0        0       0   \n",
              "31652            0         0          0             0        0       0   \n",
              "\n",
              "       ingrid  inheritance  inhibitors  initial  initiation  initiative  \\\n",
              "0           0            0           0        0           0           0   \n",
              "1           0            0           0        0           0           0   \n",
              "2           0            0           0        0           0           0   \n",
              "3           0            0           0        0           0           0   \n",
              "4           0            0           0        0           0           0   \n",
              "...       ...          ...         ...      ...         ...         ...   \n",
              "31648       0            0           0        0           0           0   \n",
              "31649       0            0           0        0           0           0   \n",
              "31650       0            0           0        0           0           0   \n",
              "31651       0            0           0        0           0           0   \n",
              "31652       0            0           0        0           0           0   \n",
              "\n",
              "       injuries  injury  inkpen  inmates  inn  inner  innovations  inns  \\\n",
              "0             0       0       0        0    0      0            0     0   \n",
              "1             0       0       0        0    0      0            0     0   \n",
              "2             0       0       0        0    0      0            0     0   \n",
              "3             0       0       0        0    0      0            0     0   \n",
              "4             0       0       0        0    0      0            0     0   \n",
              "...         ...     ...     ...      ...  ...    ...          ...   ...   \n",
              "31648         0       0       0        0    0      0            0     0   \n",
              "31649         0       0       0        0    0      0            0     0   \n",
              "31650         0       0       0        0    0      0            0     0   \n",
              "31651         0       0       0        0    0      0            0     0   \n",
              "31652         0       0       0        0    0      0            0     0   \n",
              "\n",
              "       input  inquiry  inquisition  insanity  inscriptions  insect  \\\n",
              "0          0        0            0         0             0       0   \n",
              "1          0        0            0         0             0       0   \n",
              "2          0        0            0         0             0       0   \n",
              "3          0        0            0         0             0       0   \n",
              "4          0        0            0         0             0       0   \n",
              "...      ...      ...          ...       ...           ...     ...   \n",
              "31648      0        0            0         0             0       0   \n",
              "31649      0        0            0         0             0       0   \n",
              "31650      0        0            0         0             0       0   \n",
              "31651      0        0            0         0             0       0   \n",
              "31652      0        0            0         0             0       0   \n",
              "\n",
              "       insectivores  insects  inside  insider  insomnia  inspection  \\\n",
              "0                 0        0       0        0         0           0   \n",
              "1                 0        0       0        0         0           0   \n",
              "2                 0        0       0        0         0           0   \n",
              "3                 0        0       0        0         0           0   \n",
              "4                 0        0       0        0         0           0   \n",
              "...             ...      ...     ...      ...       ...         ...   \n",
              "31648             0        0       0        0         0           0   \n",
              "31649             0        0       0        0         0           0   \n",
              "31650             0        0       0        0         0           0   \n",
              "31651             0        0       0        0         0           0   \n",
              "31652             0        0       0        0         0           0   \n",
              "\n",
              "       inspector  inspiration  installation  installations  instant  institut  \\\n",
              "0              0            0             0              0        0         0   \n",
              "1              0            0             0              0        0         0   \n",
              "2              0            0             0              0        0         0   \n",
              "3              0            0             0              0        0         0   \n",
              "4              0            0             0              0        0         0   \n",
              "...          ...          ...           ...            ...      ...       ...   \n",
              "31648          0            0             0              0        0         0   \n",
              "31649          1            0             0              0        0         0   \n",
              "31650          0            0             0              0        0         0   \n",
              "31651          0            0             0              0        0         0   \n",
              "31652          0            0             0              0        0         0   \n",
              "\n",
              "       institute  institution  institutional  institutions  instruction  \\\n",
              "0              0            0              0             0            0   \n",
              "1              0            0              0             0            0   \n",
              "2              0            0              0             0            0   \n",
              "3              0            0              0             0            0   \n",
              "4              0            0              0             0            0   \n",
              "...          ...          ...            ...           ...          ...   \n",
              "31648          0            0              0             0            0   \n",
              "31649          0            0              0             0            0   \n",
              "31650          0            0              0             0            0   \n",
              "31651          0            0              0             0            0   \n",
              "31652          0            0              0             0            0   \n",
              "\n",
              "       instrument  instrumental  instrumentation  instruments  insulin  \\\n",
              "0               0             0                0            0        0   \n",
              "1               0             0                0            0        0   \n",
              "2               0             0                0            0        0   \n",
              "3               0             0                0            0        0   \n",
              "4               0             0                0            0        0   \n",
              "...           ...           ...              ...          ...      ...   \n",
              "31648           0             0                0            0        0   \n",
              "31649           0             0                0            0        0   \n",
              "31650           0             0                0            0        0   \n",
              "31651           0             0                0            0        0   \n",
              "31652           0             0                0            0        0   \n",
              "\n",
              "       insurance  insurgency  insurrection  intaglio  integrated  integration  \\\n",
              "0              0           0             0         0           0            0   \n",
              "1              0           0             0         0           0            0   \n",
              "2              0           0             0         0           0            0   \n",
              "3              0           0             0         0           0            0   \n",
              "4              0           0             0         0           0            0   \n",
              "...          ...         ...           ...       ...         ...          ...   \n",
              "31648          0           0             0         0           0            0   \n",
              "31649          0           0             0         0           0            0   \n",
              "31650          0           0             0         0           0            0   \n",
              "31651          0           0             0         0           0            0   \n",
              "31652          0           0             0         0           0            0   \n",
              "\n",
              "       integrity  intellect  intellectual  intellectuals  intelligence  \\\n",
              "0              0          0             0              0             0   \n",
              "1              0          0             0              0             0   \n",
              "2              0          0             0              0             0   \n",
              "3              0          0             0              0             0   \n",
              "4              0          0             0              0             0   \n",
              "...          ...        ...           ...            ...           ...   \n",
              "31648          0          0             0              0             0   \n",
              "31649          0          0             0              0             0   \n",
              "31650          0          0             0              0             0   \n",
              "31651          0          0             0              0             0   \n",
              "31652          0          0             0              0             0   \n",
              "\n",
              "       intelligences  intelligent  intentionalism  intentionality  \\\n",
              "0                  0            0               0               0   \n",
              "1                  0            0               0               0   \n",
              "2                  0            0               0               0   \n",
              "3                  0            0               0               0   \n",
              "4                  0            0               0               0   \n",
              "...              ...          ...             ...             ...   \n",
              "31648              0            0               0               0   \n",
              "31649              0            0               0               0   \n",
              "31650              0            0               0               0   \n",
              "31651              0            0               0               0   \n",
              "31652              0            0               0               0   \n",
              "\n",
              "       interaction  interactive  intercept  intercountry  intercourse  \\\n",
              "0                0            0          0             0            0   \n",
              "1                0            0          0             0            0   \n",
              "2                0            0          0             0            0   \n",
              "3                0            0          0             0            0   \n",
              "4                0            0          0             0            0   \n",
              "...            ...          ...        ...           ...          ...   \n",
              "31648            0            0          0             0            0   \n",
              "31649            0            0          0             0            0   \n",
              "31650            0            0          0             0            0   \n",
              "31651            0            0          0             0            0   \n",
              "31652            0            0          0             0            0   \n",
              "\n",
              "       intercultural  interest  interests  interethnic  interfaces  \\\n",
              "0                  0         0          0            0           0   \n",
              "1                  0         0          0            0           0   \n",
              "2                  0         0          0            0           0   \n",
              "3                  0         0          0            0           0   \n",
              "4                  0         0          0            0           0   \n",
              "...              ...       ...        ...          ...         ...   \n",
              "31648              0         0          0            0           0   \n",
              "31649              0         0          0            0           0   \n",
              "31650              0         0          0            0           0   \n",
              "31651              0         0          0            0           0   \n",
              "31652              0         0          0            0           0   \n",
              "\n",
              "       interfaith  intergenerational  interior  interjections  intermarriage  \\\n",
              "0               0                  0         0              0              0   \n",
              "1               0                  0         0              0              0   \n",
              "2               0                  0         0              0              0   \n",
              "3               0                  0         0              0              0   \n",
              "4               0                  0         0              0              0   \n",
              "...           ...                ...       ...            ...            ...   \n",
              "31648           0                  0         0              0              0   \n",
              "31649           0                  0         0              0              0   \n",
              "31650           0                  0         0              0              0   \n",
              "31651           0                  0         0              0              0   \n",
              "31652           0                  0         0              0              0   \n",
              "\n",
              "       intermediate  internal  international  internationale  internet  \\\n",
              "0                 0         0              0               0         0   \n",
              "1                 0         0              0               0         0   \n",
              "2                 0         0              0               0         0   \n",
              "3                 0         0              0               0         0   \n",
              "4                 0         0              0               0         0   \n",
              "...             ...       ...            ...             ...       ...   \n",
              "31648             0         0              0               0         0   \n",
              "31649             0         0              0               0         0   \n",
              "31650             0         0              0               0         0   \n",
              "31651             0         0              0               0         0   \n",
              "31652             0         0              0               0         0   \n",
              "\n",
              "       interns  internship  interpersonal  interplanetary  interpretation  \\\n",
              "0            0           0              0               0               0   \n",
              "1            0           0              0               0               0   \n",
              "2            0           0              0               0               0   \n",
              "3            0           0              0               0               0   \n",
              "4            0           0              0               0               0   \n",
              "...        ...         ...            ...             ...             ...   \n",
              "31648        0           0              0               0               0   \n",
              "31649        0           0              0               0               0   \n",
              "31650        0           0              0               0               0   \n",
              "31651        0           0              0               0               0   \n",
              "31652        0           0              0               0               0   \n",
              "\n",
              "       interpretations  interpreters  interpreting  interracial  \\\n",
              "0                    0             0             0            0   \n",
              "1                    0             0             0            0   \n",
              "2                    0             0             0            0   \n",
              "3                    0             0             0            0   \n",
              "4                    0             0             0            0   \n",
              "...                ...           ...           ...          ...   \n",
              "31648                0             0             0            0   \n",
              "31649                0             0             0            0   \n",
              "31650                0             0             0            0   \n",
              "31651                0             0             0            0   \n",
              "31652                0             0             0            0   \n",
              "\n",
              "       intersexuality  interstellar  intertidal  intervention  interviewing  \\\n",
              "0                   0             0           0             0             0   \n",
              "1                   0             0           0             0             0   \n",
              "2                   0             0           0             0             0   \n",
              "3                   0             0           0             0             0   \n",
              "4                   0             0           0             0             0   \n",
              "...               ...           ...         ...           ...           ...   \n",
              "31648               0             0           0             0             0   \n",
              "31649               0             0           0             0             0   \n",
              "31650               0             0           0             0             0   \n",
              "31651               0             0           0             0             0   \n",
              "31652               0             0           0             0             0   \n",
              "\n",
              "       interviews  intestines  intimacy  intolerance  intranets  \\\n",
              "0               0           0         0            0          0   \n",
              "1               0           0         0            0          0   \n",
              "2               0           0         0            0          0   \n",
              "3               0           0         0            0          0   \n",
              "4               0           0         0            0          0   \n",
              "...           ...         ...       ...          ...        ...   \n",
              "31648           0           0         0            0          0   \n",
              "31649           0           0         0            0          0   \n",
              "31650           0           0         0            0          0   \n",
              "31651           0           0         0            0          0   \n",
              "31652           0           0         0            0          0   \n",
              "\n",
              "       introductions  introversion  intuition  inuhiko  inuit  invalids  \\\n",
              "0                  0             0          0        0      0         0   \n",
              "1                  0             0          0        0      0         0   \n",
              "2                  0             0          0        0      0         0   \n",
              "3                  0             0          0        0      0         0   \n",
              "4                  0             0          0        0      0         0   \n",
              "...              ...           ...        ...      ...    ...       ...   \n",
              "31648              0             0          0        0      0         0   \n",
              "31649              0             0          0        0      0         0   \n",
              "31650              0             0          0        0      0         0   \n",
              "31651              0             0          0        0      0         0   \n",
              "31652              0             0          0        0      0         0   \n",
              "\n",
              "       invasion  invasions  invective  inventions  inventors  invertebrates  \\\n",
              "0             0          0          0           0          0              0   \n",
              "1             0          0          0           0          0              0   \n",
              "2             0          0          0           0          0              0   \n",
              "3             0          0          0           0          0              0   \n",
              "4             0          0          0           0          0              0   \n",
              "...         ...        ...        ...         ...        ...            ...   \n",
              "31648         0          0          0           0          0              0   \n",
              "31649         0          0          0           0          0              0   \n",
              "31650         0          0          0           0          0              0   \n",
              "31651         0          0          0           0          0              0   \n",
              "31652         0          0          0           0          0              0   \n",
              "\n",
              "       investigation  investigations  investigative  investigator  \\\n",
              "0                  0               0              0             0   \n",
              "1                  0               0              0             0   \n",
              "2                  0               0              0             0   \n",
              "3                  0               0              0             0   \n",
              "4                  0               0              0             0   \n",
              "...              ...             ...            ...           ...   \n",
              "31648              0               0              0             0   \n",
              "31649              0               0              0             0   \n",
              "31650              0               0              0             0   \n",
              "31651              0               0              0             0   \n",
              "31652              0               0              0             0   \n",
              "\n",
              "       investigators  investment  investments  investors  invisibility  \\\n",
              "0                  0           0            0          0             0   \n",
              "1                  0           0            0          0             0   \n",
              "2                  0           0            0          0             0   \n",
              "3                  0           0            0          0             0   \n",
              "4                  0           0            0          0             0   \n",
              "...              ...         ...          ...        ...           ...   \n",
              "31648              0           0            0          0             0   \n",
              "31649              0           0            0          0             0   \n",
              "31650              0           0            0          0             0   \n",
              "31651              0           0            0          0             0   \n",
              "31652              0           0            0          0             0   \n",
              "\n",
              "       invisible  invitation  ionian  ionizing  iowa  ip  iphigenia  iran  \\\n",
              "0              0           0       0         0     0   0          0     0   \n",
              "1              0           0       0         0     0   0          0     0   \n",
              "2              0           0       0         0     0   0          0     0   \n",
              "3              0           0       0         0     0   0          0     0   \n",
              "4              0           0       0         0     0   0          0     0   \n",
              "...          ...         ...     ...       ...   ...  ..        ...   ...   \n",
              "31648          0           0       0         0     0   0          0     0   \n",
              "31649          0           0       0         0     0   0          0     0   \n",
              "31650          0           0       0         0     0   0          0     0   \n",
              "31651          0           0       0         0     0   0          0     0   \n",
              "31652          0           0       0         0     0   0          0     0   \n",
              "\n",
              "       iranian  iraq  iraqi  ireland  irena  irene  iris  irish  iron  \\\n",
              "0            0     0      0        0      0      0     0      0     0   \n",
              "1            0     0      0        0      0      0     0      0     0   \n",
              "2            0     0      0        0      0      0     0      0     0   \n",
              "3            0     0      0        0      0      0     0      0     0   \n",
              "4            0     0      0        0      0      0     0      0     0   \n",
              "...        ...   ...    ...      ...    ...    ...   ...    ...   ...   \n",
              "31648        0     0      0        0      0      0     0      0     0   \n",
              "31649        0     0      0        0      0      0     0      0     0   \n",
              "31650        0     0      0        0      0      0     0      0     0   \n",
              "31651        0     0      0        0      0      0     0      0     0   \n",
              "31652        0     0      0        0      0      0     0      0     0   \n",
              "\n",
              "       ironwork  iroquois  irrigation  irritable  irving  isaac  isabel  \\\n",
              "0             0         0           0          0       0      0       0   \n",
              "1             0         0           0          0       0      0       0   \n",
              "2             0         0           0          0       0      0       0   \n",
              "3             0         0           0          0       0      0       0   \n",
              "4             0         0           0          0       0      0       0   \n",
              "...         ...       ...         ...        ...     ...    ...     ...   \n",
              "31648         0         0           0          0       0      0       0   \n",
              "31649         0         0           0          0       0      0       0   \n",
              "31650         0         0           0          0       0      0       0   \n",
              "31651         0         0           0          0       0      0       0   \n",
              "31652         0         0           0          0       0      0       0   \n",
              "\n",
              "       isabella  isadora  isak  isaza  iseult  ishimoto  ishizaka  iskusstv  \\\n",
              "0             0        0     0      0       0         0         0         0   \n",
              "1             0        0     0      0       0         0         0         0   \n",
              "2             0        0     0      0       0         0         0         0   \n",
              "3             0        0     0      0       0         0         0         0   \n",
              "4             0        0     0      0       0         0         0         0   \n",
              "...         ...      ...   ...    ...     ...       ...       ...       ...   \n",
              "31648         0        0     0      0       0         0         0         0   \n",
              "31649         0        0     0      0       0         0         0         0   \n",
              "31650         0        0     0      0       0         0         0         0   \n",
              "31651         0        0     0      0       0         0         0         0   \n",
              "31652         0        0     0      0       0         0         0         0   \n",
              "\n",
              "       islam  islamic  island  islander  islands  islas  isle  isles  isleta  \\\n",
              "0          0        0       0         0        0      0     0      0       0   \n",
              "1          0        0       0         0        0      0     0      0       0   \n",
              "2          0        0       0         0        0      0     0      0       0   \n",
              "3          0        0       0         0        0      0     0      0       0   \n",
              "4          0        0       0         0        0      0     0      0       0   \n",
              "...      ...      ...     ...       ...      ...    ...   ...    ...     ...   \n",
              "31648      0        0       0         0        0      0     0      0       0   \n",
              "31649      0        0       0         0        0      0     0      0       0   \n",
              "31650      0        0       0         0        0      0     0      0       0   \n",
              "31651      0        0       0         0        0      0     0      0       0   \n",
              "31652      0        0       0         0        0      0     0      0       0   \n",
              "\n",
              "       ismay  isola  isometric  isopoda  isoroku  israel  israeli  israelis  \\\n",
              "0          0      0          0        0        0       0        0         0   \n",
              "1          0      0          0        0        0       0        0         0   \n",
              "2          0      0          0        0        0       0        0         0   \n",
              "3          0      0          0        0        0       0        0         0   \n",
              "4          0      0          0        0        0       0        0         0   \n",
              "...      ...    ...        ...      ...      ...     ...      ...       ...   \n",
              "31648      0      0          0        0        0       0        0         0   \n",
              "31649      0      0          0        0        0       0        0         0   \n",
              "31650      0      0          0        0        0       0        0         0   \n",
              "31651      0      0          0        0        0       0        0         0   \n",
              "31652      0      0          0        0        0       0        0         0   \n",
              "\n",
              "       issa  issei  istanbul  italian  italiani  italians  italicus  italy  \\\n",
              "0         0      0         0        0         0         0         0      0   \n",
              "1         0      0         0        0         0         0         0      0   \n",
              "2         0      0         0        0         0         0         0      0   \n",
              "3         0      0         0        0         0         0         0      0   \n",
              "4         0      0         0        0         0         0         0      0   \n",
              "...     ...    ...       ...      ...       ...       ...       ...    ...   \n",
              "31648     0      0         0        0         0         0         0      0   \n",
              "31649     0      0         0        0         0         0         0      0   \n",
              "31650     0      0         0        0         0         0         0      0   \n",
              "31651     0      0         0        0         0         0         0      0   \n",
              "31652     0      0         0        0         0         0         0      0   \n",
              "\n",
              "       itard  itoi  itto  iv  ivan  ivanko  ivanovich  ivey  ivory  ivy  iwao  \\\n",
              "0          0     0     0   0     0       0          0     0      0    0     0   \n",
              "1          0     0     0   0     0       0          0     0      0    0     0   \n",
              "2          0     0     0   0     0       0          0     0      0    0     0   \n",
              "3          0     0     0   0     0       0          0     0      0    0     0   \n",
              "4          0     0     0   0     0       0          0     0      0    0     0   \n",
              "...      ...   ...   ...  ..   ...     ...        ...   ...    ...  ...   ...   \n",
              "31648      0     0     0   0     0       0          0     0      0    0     0   \n",
              "31649      0     0     0   0     0       0          0     0      0    0     0   \n",
              "31650      0     0     0   0     0       0          0     0      0    0     0   \n",
              "31651      0     0     0   0     0       0          0     0      0    0     0   \n",
              "31652      0     0     0   0     0       0          0     0      0    0     0   \n",
              "\n",
              "       iwo  iyengar  izobrazitelnykh  j  jabba  jabbar  jabez  jack  jackets  \\\n",
              "0        0        0                0  0      0       0      0     0        0   \n",
              "1        0        0                0  0      0       0      0     0        0   \n",
              "2        0        0                0  0      0       0      0     0        0   \n",
              "3        0        0                0  0      0       0      0     0        0   \n",
              "4        0        0                0  0      0       0      0     0        0   \n",
              "...    ...      ...              ... ..    ...     ...    ...   ...      ...   \n",
              "31648    0        0                0  0      0       0      0     0        0   \n",
              "31649    0        0                0  0      0       0      0     0        0   \n",
              "31650    0        0                0  0      0       0      0     0        0   \n",
              "31651    0        0                0  0      0       0      0     0        0   \n",
              "31652    0        0                0  0      0       0      0     0        0   \n",
              "\n",
              "       jackie  jackson  jacksonville  jacob  jacobia  jacobite  jacobs  \\\n",
              "0           0        0             0      0        0         0       0   \n",
              "1           0        0             0      0        0         0       0   \n",
              "2           0        0             0      0        0         0       0   \n",
              "3           0        0             0      0        0         0       0   \n",
              "4           0        0             0      0        0         0       0   \n",
              "...       ...      ...           ...    ...      ...       ...     ...   \n",
              "31648       0        0             0      0        0         0       0   \n",
              "31649       0        0             0      0        0         0       0   \n",
              "31650       0        0             0      0        0         0       0   \n",
              "31651       0        0             0      0        0         0       0   \n",
              "31652       0        0             0      0        0         0       0   \n",
              "\n",
              "       jacopo  jacqueline  jacques  jade  jaffa  jaguar  jahrling  jaime  \\\n",
              "0           0           0        0     0      0       0         0      0   \n",
              "1           0           0        0     0      0       0         0      0   \n",
              "2           0           0        0     0      0       0         0      0   \n",
              "3           0           0        0     0      0       0         0      0   \n",
              "4           0           0        0     0      0       0         0      0   \n",
              "...       ...         ...      ...   ...    ...     ...       ...    ...   \n",
              "31648       0           0        0     0      0       0         0      0   \n",
              "31649       0           0        0     0      0       0         0      0   \n",
              "31650       0           0        0     0      0       0         0      0   \n",
              "31651       0           0        0     0      0       0         0      0   \n",
              "31652       0           0        0     0      0       0         0      0   \n",
              "\n",
              "       jaine  jake  jakob  jalal  jalla  jamaica  jamaican  jamaicans  jamal  \\\n",
              "0          0     0      0      0      0        0         0          0      0   \n",
              "1          0     0      0      0      0        0         0          0      0   \n",
              "2          0     0      0      0      0        0         0          0      0   \n",
              "3          0     0      0      0      0        0         0          0      0   \n",
              "4          0     0      0      0      0        0         0          0      0   \n",
              "...      ...   ...    ...    ...    ...      ...       ...        ...    ...   \n",
              "31648      0     0      0      0      0        0         0          0      0   \n",
              "31649      0     0      0      0      0        0         0          0      0   \n",
              "31650      0     0      0      0      0        0         0          0      0   \n",
              "31651      0     0      0      0      0        0         0          0      0   \n",
              "31652      0     0      0      0      0        0         0          0      0   \n",
              "\n",
              "       jamerson  james  jameson  jamestown  jamie  jamison  jamling  jammu  \\\n",
              "0             0      0        0          0      0        0        0      0   \n",
              "1             0      0        0          0      0        0        0      0   \n",
              "2             0      0        0          0      0        0        0      0   \n",
              "3             0      0        0          0      0        0        0      0   \n",
              "4             0      0        0          0      0        0        0      0   \n",
              "...         ...    ...      ...        ...    ...      ...      ...    ...   \n",
              "31648         0      0        0          0      0        0        0      0   \n",
              "31649         0      0        0          0      0        0        0      0   \n",
              "31650         0      0        0          0      0        0        0      0   \n",
              "31651         0      0        0          0      0        0        0      0   \n",
              "31652         0      0        0          0      0        0        0      0   \n",
              "\n",
              "       jan  jane  janeiro  janet  janeway  janice  janiero  janis  janitors  \\\n",
              "0        0     0        0      0        0       0        0      0         0   \n",
              "1        0     0        0      0        0       0        0      0         0   \n",
              "2        0     0        0      0        0       0        0      0         0   \n",
              "3        0     0        0      0        0       0        0      0         0   \n",
              "4        0     0        0      0        0       0        0      0         0   \n",
              "...    ...   ...      ...    ...      ...     ...      ...    ...       ...   \n",
              "31648    0     0        0      0        0       0        0      0         0   \n",
              "31649    0     0        0      0        0       0        0      0         0   \n",
              "31650    0     0        0      0        0       0        0      0         0   \n",
              "31651    0     0        0      0        0       0        0      0         0   \n",
              "31652    0     0        0      0        0       0        0      0         0   \n",
              "\n",
              "       jansen  jansenists  january  japan  japanese  jara  jargon  jarry  \\\n",
              "0           0           0        0      0         0     0       0      0   \n",
              "1           0           0        0      0         0     0       0      0   \n",
              "2           0           0        0      0         0     0       0      0   \n",
              "3           0           0        0      0         0     0       0      0   \n",
              "4           0           0        0      0         0     0       0      0   \n",
              "...       ...         ...      ...    ...       ...   ...     ...    ...   \n",
              "31648       0           0        0      0         0     0       0      0   \n",
              "31649       0           0        0      0         0     0       0      0   \n",
              "31650       0           0        0      0         0     0       0      0   \n",
              "31651       0           0        0      0         0     0       0      0   \n",
              "31652       0           0        0      0         0     0       0      0   \n",
              "\n",
              "       jason  jasper  jatte  java  javanese  javascript  javaserver  jay  \\\n",
              "0          0       0      0     0         0           0           0    0   \n",
              "1          0       0      0     0         0           0           0    0   \n",
              "2          0       0      0     0         0           0           0    0   \n",
              "3          0       0      0     0         0           0           0    0   \n",
              "4          0       0      0     0         0           0           0    0   \n",
              "...      ...     ...    ...   ...       ...         ...         ...  ...   \n",
              "31648      0       0      0     0         0           0           0    0   \n",
              "31649      0       0      0     0         0           0           0    0   \n",
              "31650      0       0      0     0         0           0           0    0   \n",
              "31651      0       0      0     0         0           0           0    0   \n",
              "31652      0       0      0     0         0           0           0    0   \n",
              "\n",
              "       jazeera  jazz  jealousy  jean  jeanette  jeanne  jeb  jeeves  jeff  \\\n",
              "0            0     0         0     0         0       0    0       0     0   \n",
              "1            0     0         0     0         0       0    0       0     0   \n",
              "2            0     0         0     0         0       0    0       0     0   \n",
              "3            0     0         0     0         0       0    0       0     0   \n",
              "4            0     0         0     0         0       0    0       0     0   \n",
              "...        ...   ...       ...   ...       ...     ...  ...     ...   ...   \n",
              "31648        0     0         0     0         0       0    0       0     0   \n",
              "31649        0     0         0     0         0       0    0       0     0   \n",
              "31650        0     0         0     0         0       0    0       0     0   \n",
              "31651        0     0         0     0         0       0    0       0     0   \n",
              "31652        0     0         0     0         0       0    0       0     0   \n",
              "\n",
              "       jeffers  jefferson  jeffrey  jeffries  jeffry  jemison  jenkins  jenks  \\\n",
              "0            0          0        0         0       0        0        0      0   \n",
              "1            0          0        0         0       0        0        0      0   \n",
              "2            0          0        0         0       0        0        0      0   \n",
              "3            0          0        0         0       0        0        0      0   \n",
              "4            0          0        0         0       0        0        0      0   \n",
              "...        ...        ...      ...       ...     ...      ...      ...    ...   \n",
              "31648        0          0        0         0       0        0        0      0   \n",
              "31649        0          0        0         0       0        0        0      0   \n",
              "31650        0          0        0         0       0        0        0      0   \n",
              "31651        0          0        0         0       0        0        0      0   \n",
              "31652        0          0        0         0       0        0        0      0   \n",
              "\n",
              "       jenna  jennifer  jenny  jensen  jeremiah  jeremy  jerri  jerry  jersey  \\\n",
              "0          0         0      0       0         0       0      0      0       0   \n",
              "1          0         0      0       0         0       0      0      0       0   \n",
              "2          0         0      0       0         0       0      0      0       0   \n",
              "3          0         0      0       0         0       0      0      0       0   \n",
              "4          0         0      0       0         0       0      0      0       0   \n",
              "...      ...       ...    ...     ...       ...     ...    ...    ...     ...   \n",
              "31648      0         0      0       0         0       0      0      0       0   \n",
              "31649      0         0      0       0         0       0      0      0       0   \n",
              "31650      0         0      0       0         0       0      0      0       0   \n",
              "31651      0         0      0       0         0       0      0      0       0   \n",
              "31652      0         0      0       0         0       0      0      0       0   \n",
              "\n",
              "       jerusalem  jesse  jessica  jessie  jesters  jesuits  jesus  jet  jewel  \\\n",
              "0              0      0        0       0        0        0      0    0      0   \n",
              "1              0      0        0       0        0        0      0    0      0   \n",
              "2              0      0        0       0        0        0      0    0      0   \n",
              "3              0      0        0       0        0        0      0    0      0   \n",
              "4              0      0        0       0        0        0      0    0      0   \n",
              "...          ...    ...      ...     ...      ...      ...    ...  ...    ...   \n",
              "31648          0      0        0       0        0        0      0    0      0   \n",
              "31649          0      0        0       0        0        0      0    0      0   \n",
              "31650          0      0        0       0        0        0      0    0      0   \n",
              "31651          0      0        0       0        0        0      0    0      0   \n",
              "31652          0      0        0       0        0        0      0    0      0   \n",
              "\n",
              "       jewelry  jewish  jewishness  jews  ji  jia  jiang  jiangsu  jicarilla  \\\n",
              "0            0       0           0     0   0    0      0        0          0   \n",
              "1            0       0           0     0   0    0      0        0          0   \n",
              "2            0       0           0     0   0    0      0        0          0   \n",
              "3            0       0           0     0   0    0      0        0          0   \n",
              "4            0       0           0     0   0    0      0        0          0   \n",
              "...        ...     ...         ...   ...  ..  ...    ...      ...        ...   \n",
              "31648        0       0           0     0   0    0      0        0          0   \n",
              "31649        0       0           0     0   0    0      0        0          0   \n",
              "31650        0       0           0     0   0    0      0        0          0   \n",
              "31651        0       0           0     0   0    0      0        0          0   \n",
              "31652        0       0           0     0   0    0      0        0          0   \n",
              "\n",
              "       jigs  jihad  jill  jim  jima  jimi  jimmie  jimmy  jing  jinn  jitsu  \\\n",
              "0         0      0     0    0     0     0       0      0     0     0      0   \n",
              "1         0      0     0    0     0     0       0      0     0     0      0   \n",
              "2         0      0     0    0     0     0       0      0     0     0      0   \n",
              "3         0      0     0    0     0     0       0      0     0     0      0   \n",
              "4         0      0     0    0     0     0       0      0     0     0      0   \n",
              "...     ...    ...   ...  ...   ...   ...     ...    ...   ...   ...    ...   \n",
              "31648     0      0     0    0     0     0       0      0     0     0      0   \n",
              "31649     0      0     0    0     0     0       0      0     0     0      0   \n",
              "31650     0      0     0    0     0     0       0      0     0     0      0   \n",
              "31651     0      0     0    0     0     0       0      0     0     0      0   \n",
              "31652     0      0     0    0     0     0       0      0     0     0      0   \n",
              "\n",
              "       jitterbug  jiu  jizah  jm  joan  joanna  joanne  joaquin  job  jobs  \\\n",
              "0              0    0      0   0     0       0       0        0    0     0   \n",
              "1              0    0      0   0     0       0       0        0    0     0   \n",
              "2              0    0      0   0     0       0       0        0    0     0   \n",
              "3              0    0      0   0     0       0       0        0    0     0   \n",
              "4              0    0      0   0     0       0       0        0    0     0   \n",
              "...          ...  ...    ...  ..   ...     ...     ...      ...  ...   ...   \n",
              "31648          0    0      0   0     0       0       0        0    0     0   \n",
              "31649          0    0      0   0     0       0       0        0    0     0   \n",
              "31650          0    0      0   0     0       0       0        0    0     0   \n",
              "31651          0    0      0   0     0       0       0        0    0     0   \n",
              "31652          0    0      0   0     0       0       0        0    0     0   \n",
              "\n",
              "       jockeys  joe  joel  jogging  johan  johann  johanna  johannes  john  \\\n",
              "0            0    0     0        0      0       0        0         0     0   \n",
              "1            0    0     0        0      0       0        0         0     0   \n",
              "2            0    0     0        0      0       0        0         0     0   \n",
              "3            0    0     0        0      0       0        0         0     0   \n",
              "4            0    0     0        0      0       0        0         0     0   \n",
              "...        ...  ...   ...      ...    ...     ...      ...       ...   ...   \n",
              "31648        0    0     0        0      0       0        0         0     0   \n",
              "31649        0    0     0        0      0       0        0         0     0   \n",
              "31650        0    0     0        0      0       0        0         0     0   \n",
              "31651        0    0     0        0      0       0        0         0     0   \n",
              "31652        0    0     0        0      0       0        0         0     0   \n",
              "\n",
              "       johnnie  johnny  johnsbury  johnson  johnstown  joint  joints  jokes  \\\n",
              "0            0       0          0        0          0      0       0      0   \n",
              "1            0       0          0        0          0      0       0      0   \n",
              "2            0       0          0        0          0      0       0      0   \n",
              "3            0       0          0        0          0      0       0      0   \n",
              "4            0       0          0        0          0      0       0      0   \n",
              "...        ...     ...        ...      ...        ...    ...     ...    ...   \n",
              "31648        0       0          0        0          0      0       0      0   \n",
              "31649        0       0          0        0          0      0       0      0   \n",
              "31650        0       0          0        0          0      0       0      0   \n",
              "31651        0       0          0        0          0      0       0      0   \n",
              "31652        0       0          0        0          0      0       0      0   \n",
              "\n",
              "       jolson  jon  jonah  jonas  jonathan  jones  jonestown  jong  jongeward  \\\n",
              "0           0    0      0      0         0      0          0     0          0   \n",
              "1           0    0      0      0         0      0          0     0          0   \n",
              "2           0    0      0      0         0      0          0     0          0   \n",
              "3           0    0      0      0         0      0          0     0          0   \n",
              "4           0    0      0      0         0      0          0     0          0   \n",
              "...       ...  ...    ...    ...       ...    ...        ...   ...        ...   \n",
              "31648       0    0      0      0         0      0          0     0          0   \n",
              "31649       0    0      0      0         0      0          0     0          0   \n",
              "31650       0    0      0      0         0      0          0     0          0   \n",
              "31651       0    0      0      0         0      0          0     0          0   \n",
              "31652       0    0      0      0         0      0          0     0          0   \n",
              "\n",
              "       joni  jonze  joplin  jordan  jorge  jos  joseph  josephine  josh  \\\n",
              "0         0      0       0       0      0    0       0          0     0   \n",
              "1         0      0       0       0      0    0       0          0     0   \n",
              "2         0      0       0       0      0    0       0          0     0   \n",
              "3         0      0       0       0      0    0       0          0     0   \n",
              "4         0      0       0       0      0    0       0          0     0   \n",
              "...     ...    ...     ...     ...    ...  ...     ...        ...   ...   \n",
              "31648     0      0       0       0      0    0       0          0     0   \n",
              "31649     0      0       0       0      0    0       0          0     0   \n",
              "31650     0      0       0       0      0    0       0          0     0   \n",
              "31651     0      0       0       0      0    0       0          0     0   \n",
              "31652     0      0       0       0      0    0       0          0     0   \n",
              "\n",
              "       joshua  joslyn  journal  journalism  journalists  journeys  joy  joyce  \\\n",
              "0           0       0        0           0            0         0    0      0   \n",
              "1           0       0        0           0            0         0    0      0   \n",
              "2           0       0        0           0            0         0    0      0   \n",
              "3           0       0        0           0            0         0    0      0   \n",
              "4           0       0        0           0            0         0    0      0   \n",
              "...       ...     ...      ...         ...          ...       ...  ...    ...   \n",
              "31648       0       0        0           0            0         0    0      0   \n",
              "31649       0       0        0           0            0         0    0      0   \n",
              "31650       0       0        0           0            0         0    0      0   \n",
              "31651       0       0        0           0            0         0    0      0   \n",
              "31652       0       0        0           0            0         0    0      0   \n",
              "\n",
              "       jr  juan  juana  judah  judaism  judas  judges  judgment  judicial  \\\n",
              "0       0     0      0      0        0      0       0         0         0   \n",
              "1       0     0      0      0        0      0       0         0         0   \n",
              "2       0     0      0      0        0      0       0         0         0   \n",
              "3       0     0      0      0        0      0       0         0         0   \n",
              "4       0     0      0      0        0      0       0         0         0   \n",
              "...    ..   ...    ...    ...      ...    ...     ...       ...       ...   \n",
              "31648   0     0      0      0        0      0       0         0         0   \n",
              "31649   0     0      0      0        0      0       0         0         0   \n",
              "31650   0     0      0      0        0      0       0         0         0   \n",
              "31651   0     0      0      0        0      0       0         0         0   \n",
              "31652   0     0      0      0        0      0       0         0         0   \n",
              "\n",
              "       judson  judy  jugend  jugglers  juices  jukeboxes  jules  julia  julie  \\\n",
              "0           0     0       0         0       0          0      0      0      0   \n",
              "1           0     0       0         0       0          0      0      0      0   \n",
              "2           0     0       0         0       0          0      0      0      0   \n",
              "3           0     0       0         0       0          0      0      0      0   \n",
              "4           0     0       0         0       0          0      0      0      0   \n",
              "...       ...   ...     ...       ...     ...        ...    ...    ...    ...   \n",
              "31648       0     0       0         0       0          0      0      0      0   \n",
              "31649       0     0       0         0       0          0      0      0      0   \n",
              "31650       0     0       0         0       0          0      0      0      0   \n",
              "31651       0     0       0         0       0          0      0      0      0   \n",
              "31652       0     0       0         0       0          0      0      0      0   \n",
              "\n",
              "       juliet  julius  july  jumbo  jump  jumping  june  juneteenth  jung  \\\n",
              "0           0       0     0      0     0        0     0           0     0   \n",
              "1           0       0     0      0     0        0     0           0     0   \n",
              "2           0       0     0      0     0        0     0           0     0   \n",
              "3           0       0     0      0     0        0     0           0     0   \n",
              "4           0       0     0      0     0        0     0           0     0   \n",
              "...       ...     ...   ...    ...   ...      ...   ...         ...   ...   \n",
              "31648       0       0     0      0     0        0     0           0     0   \n",
              "31649       0       0     0      0     0        0     0           0     0   \n",
              "31650       0       0     0      0     0        0     0           0     0   \n",
              "31651       0       0     0      0     0        0     0           0     0   \n",
              "31652       0       0     0      0     0        0     0           0     0   \n",
              "\n",
              "       jungian  jungle  jungles  junie  junior  junk  jurors  jury  justice  \\\n",
              "0            0       0        0      0       0     0       0     0        0   \n",
              "1            0       0        0      0       0     0       0     0        0   \n",
              "2            0       0        0      0       0     0       0     0        0   \n",
              "3            0       0        0      0       0     0       0     0        0   \n",
              "4            0       0        0      0       0     0       0     0        0   \n",
              "...        ...     ...      ...    ...     ...   ...     ...   ...      ...   \n",
              "31648        0       0        0      0       0     0       0     0        0   \n",
              "31649        0       0        0      0       0     0       0     0        0   \n",
              "31650        0       0        0      0       0     0       0     0        0   \n",
              "31651        0       0        0      0       0     0       0     0        0   \n",
              "31652        0       0        0      0       0     0       0     0        0   \n",
              "\n",
              "       justin  justine  juvenil  juvenile  k  kabol  kabuki  kabul  kabupaten  \\\n",
              "0           0        0        0         1  0      0       0      0          0   \n",
              "1           0        0        0         0  0      0       0      0          0   \n",
              "2           0        0        0         6  0      0       0      0          0   \n",
              "3           0        0        0         0  0      0       0      0          0   \n",
              "4           0        0        0         0  0      0       0      0          0   \n",
              "...       ...      ...      ...       ... ..    ...     ...    ...        ...   \n",
              "31648       0        0        0         0  0      0       0      0          0   \n",
              "31649       0        0        0         0  0      0       0      0          0   \n",
              "31650       0        0        0         0  0      0       0      0          0   \n",
              "31651       0        0        0         0  0      0       0      0          0   \n",
              "31652       0        0        0         0  0      0       0      0          0   \n",
              "\n",
              "       kafka  kagoshima  kahlan  kahlo  kahn  kai  kaigun  kailas  kaitsev  \\\n",
              "0          0          0       0      0     0    0       0       0        0   \n",
              "1          0          0       0      0     0    0       0       0        0   \n",
              "2          0          0       0      0     0    0       0       0        0   \n",
              "3          0          0       0      0     0    0       0       0        0   \n",
              "4          0          0       0      0     0    0       0       0        0   \n",
              "...      ...        ...     ...    ...   ...  ...     ...     ...      ...   \n",
              "31648      0          0       0      0     0    0       0       0        0   \n",
              "31649      0          0       0      0     0    0       0       0        0   \n",
              "31650      0          0       0      0     0    0       0       0        0   \n",
              "31651      0          0       0      0     0    0       0       0        0   \n",
              "31652      0          0       0      0     0    0       0       0        0   \n",
              "\n",
              "       kalacakra  kaleidoscopes  kaleil  kalevala  kali  kalik  kalimantan  \\\n",
              "0              0              0       0         0     0      0           0   \n",
              "1              0              0       0         0     0      0           0   \n",
              "2              0              0       0         0     0      0           0   \n",
              "3              0              0       0         0     0      0           0   \n",
              "4              0              0       0         0     0      0           0   \n",
              "...          ...            ...     ...       ...   ...    ...         ...   \n",
              "31648          0              0       0         0     0      0           0   \n",
              "31649          0              0       0         0     0      0           0   \n",
              "31650          0              0       0         0     0      0           0   \n",
              "31651          0              0       0         0     0      0           0   \n",
              "31652          0              0       0         0     0      0           0   \n",
              "\n",
              "       kalman  kamchatka  kamen  kamenskaia  kamose  kan  kana  kananaskis  \\\n",
              "0           0          0      0           0       0    0     0           0   \n",
              "1           0          0      0           0       0    0     0           0   \n",
              "2           0          0      0           0       0    0     0           0   \n",
              "3           0          0      0           0       0    0     0           0   \n",
              "4           0          0      0           0       0    0     0           0   \n",
              "...       ...        ...    ...         ...     ...  ...   ...         ...   \n",
              "31648       0          0      0           0       0    0     0           0   \n",
              "31649       0          0      0           0       0    0     0           0   \n",
              "31650       0          0      0           0       0    0     0           0   \n",
              "31651       0          0      0           0       0    0     0           0   \n",
              "31652       0          0      0           0       0    0     0           0   \n",
              "\n",
              "       kangaroo  kangaroos  kangxi  kansas  kansuke  kaplan  kapuscinski  \\\n",
              "0             0          0       0       0        0       0            0   \n",
              "1             0          0       0       0        0       0            0   \n",
              "2             0          0       0       0        0       0            0   \n",
              "3             0          0       0       0        0       0            0   \n",
              "4             0          0       0       0        0       0            0   \n",
              "...         ...        ...     ...     ...      ...     ...          ...   \n",
              "31648         0          0       0       0        0       0            0   \n",
              "31649         0          0       0       0        0       0            0   \n",
              "31650         0          0       0       0        0       0            0   \n",
              "31651         0          0       0       0        0       0            0   \n",
              "31652         0          0       0       0        0       0            0   \n",
              "\n",
              "       karaoke  karate  karbo  kareem  karelia  karen  karenina  karin  karl  \\\n",
              "0            0       0      0       0        0      0         0      0     0   \n",
              "1            0       0      0       0        0      0         0      0     0   \n",
              "2            0       0      0       0        0      0         0      0     0   \n",
              "3            0       0      0       0        0      0         0      0     0   \n",
              "4            0       0      0       0        0      0         0      0     0   \n",
              "...        ...     ...    ...     ...      ...    ...       ...    ...   ...   \n",
              "31648        0       0      0       0        0      0         0      0     0   \n",
              "31649        0       0      0       0        0      0         0      0     0   \n",
              "31650        0       0      0       0        0      0         0      0     0   \n",
              "31651        0       0      0       0        0      0         0      0     0   \n",
              "31652        0       0      0       0        0      0         0      0     0   \n",
              "\n",
              "       karlheinz  karluk  karma  karp  karr  karras  karsh  kashmir  kassiane  \\\n",
              "0              0       0      0     0     0       0      0        0         0   \n",
              "1              0       0      0     0     0       0      0        0         0   \n",
              "2              0       0      0     0     0       0      0        0         0   \n",
              "3              0       0      0     0     0       0      0        0         0   \n",
              "4              0       0      0     0     0       0      0        0         0   \n",
              "...          ...     ...    ...   ...   ...     ...    ...      ...       ...   \n",
              "31648          0       0      0     0     0       0      0        0         0   \n",
              "31649          0       0      0     0     0       0      0        0         0   \n",
              "31650          0       0      0     0     0       0      0        0         0   \n",
              "31651          0       0      0     0     0       0      0        0         0   \n",
              "31652          0       0      0     0     0       0      0        0         0   \n",
              "\n",
              "       kate  kates  katharine  katherine  kathleen  kathryn  katie  katsak  \\\n",
              "0         0      0          0          0         0        0      0       0   \n",
              "1         0      0          0          0         0        0      0       0   \n",
              "2         0      0          0          0         0        0      0       0   \n",
              "3         0      0          0          0         0        0      0       0   \n",
              "4         0      0          0          0         0        0      0       0   \n",
              "...     ...    ...        ...        ...       ...      ...    ...     ...   \n",
              "31648     0      0          0          0         0        0      0       0   \n",
              "31649     0      0          0          0         0        0      0       0   \n",
              "31650     0      0          0          0         0        0      0       0   \n",
              "31651     0      0          0          0         0        0      0       0   \n",
              "31652     0      0          0          0         0        0      0       0   \n",
              "\n",
              "       katy  katz  kauai  kaufman  kaukjak  kavanagh  kavanaugh  kawaguchi  \\\n",
              "0         0     0      0        0        0         0          0          0   \n",
              "1         0     0      0        0        0         0          0          0   \n",
              "2         0     0      0        0        0         0          0          0   \n",
              "3         0     0      0        0        0         0          0          0   \n",
              "4         0     0      0        0        0         0          0          0   \n",
              "...     ...   ...    ...      ...      ...       ...        ...        ...   \n",
              "31648     0     0      0        0        0         0          0          0   \n",
              "31649     0     0      0        0        0         0          0          0   \n",
              "31650     0     0      0        0        0         0          0          0   \n",
              "31651     0     0      0        0        0         0          0          0   \n",
              "31652     0     0      0        0        0         0          0          0   \n",
              "\n",
              "       kawai  kawanakajima  kay  kayak  kayaking  kayaks  kaysen  kazakhstan  \\\n",
              "0          0             0    0      0         0       0       0           0   \n",
              "1          0             0    0      0         0       0       0           0   \n",
              "2          0             0    0      0         0       0       0           0   \n",
              "3          0             0    0      0         0       0       0           0   \n",
              "4          0             0    0      0         0       0       0           0   \n",
              "...      ...           ...  ...    ...       ...     ...     ...         ...   \n",
              "31648      0             0    0      0         0       0       0           0   \n",
              "31649      0             0    0      0         0       0       0           0   \n",
              "31650      0             0    0      0         0       0       0           0   \n",
              "31651      0             0    0      0         0       0       0           0   \n",
              "31652      0             0    0      0         0       0       0           0   \n",
              "\n",
              "       kazakstan  keane  kearny  keaton  keats  keeling  keepers  kehret  \\\n",
              "0              0      0       0       0      0        0        0       0   \n",
              "1              0      0       0       0      0        0        0       0   \n",
              "2              0      0       0       0      0        0        0       0   \n",
              "3              0      0       0       0      0        0        0       0   \n",
              "4              0      0       0       0      0        0        0       0   \n",
              "...          ...    ...     ...     ...    ...      ...      ...     ...   \n",
              "31648          0      0       0       0      0        0        0       0   \n",
              "31649          0      0       0       0      0        0        0       0   \n",
              "31650          0      0       0       0      0        0        0       0   \n",
              "31651          0      0       0       0      0        0        0       0   \n",
              "31652          0      0       0       0      0        0        0       0   \n",
              "\n",
              "       keillor  keisuke  keller  kellogg  kells  kelly  kelp  kelps  kempe  \\\n",
              "0            0        0       0        0      0      0     0      0      0   \n",
              "1            0        0       0        0      0      0     0      0      0   \n",
              "2            0        0       0        0      0      0     0      0      0   \n",
              "3            0        0       0        0      0      0     0      0      0   \n",
              "4            0        0       0        0      0      0     0      0      0   \n",
              "...        ...      ...     ...      ...    ...    ...   ...    ...    ...   \n",
              "31648        0        0       0        0      0      0     0      0      0   \n",
              "31649        0        0       0        0      0      0     0      0      0   \n",
              "31650        0        0       0        0      0      0     0      0      0   \n",
              "31651        0        0       0        0      0      0     0      0      0   \n",
              "31652        0        0       0        0      0      0     0      0      0   \n",
              "\n",
              "       ken  kenan  kennan  kennebec  kennedy  kenneth  kenobi  kenshin  \\\n",
              "0        0      0       0         0        0        0       0        0   \n",
              "1        0      0       0         0        0        0       0        0   \n",
              "2        0      0       0         0        0        0       0        0   \n",
              "3        0      0       0         0        0        0       0        0   \n",
              "4        0      0       0         0        0        0       0        0   \n",
              "...    ...    ...     ...       ...      ...      ...     ...      ...   \n",
              "31648    0      0       0         0        0        0       0        0   \n",
              "31649    0      0       0         0        0        0       0        0   \n",
              "31650    0      0       0         0        0        0       0        0   \n",
              "31651    0      0       0         0        0        0       0        0   \n",
              "31652    0      0       0         0        0        0       0        0   \n",
              "\n",
              "       kensington  kent  kente  kentucky  kenya  kenyon  kenzie  kephart  \\\n",
              "0               0     0      0         0      0       0       0        0   \n",
              "1               0     0      0         0      0       0       0        0   \n",
              "2               0     0      0         0      0       0       0        0   \n",
              "3               0     0      0         0      0       0       0        0   \n",
              "4               0     0      0         0      0       0       0        0   \n",
              "...           ...   ...    ...       ...    ...     ...     ...      ...   \n",
              "31648           0     0      0         0      0       0       0        0   \n",
              "31649           0     0      0         0      0       0       0        0   \n",
              "31650           0     0      0         0      0       0       0        0   \n",
              "31651           0     0      0         0      0       0       0        0   \n",
              "31652           0     0      0         0      0       0       0        0   \n",
              "\n",
              "       kerala  kerney  kerouac  kerr  kerry  kestrels  kevin  kevorkian  key  \\\n",
              "0           0       0        0     0      0         0      0          0    0   \n",
              "1           0       0        0     0      0         0      0          0    0   \n",
              "2           0       0        0     0      0         0      0          0    0   \n",
              "3           0       0        0     0      0         0      0          0    0   \n",
              "4           0       0        0     0      0         0      0          0    0   \n",
              "...       ...     ...      ...   ...    ...       ...    ...        ...  ...   \n",
              "31648       0       0        0     0      0         0      0          0    0   \n",
              "31649       0       0        0     0      0         0      0          0    0   \n",
              "31650       0       0        0     0      0         0      0          0    0   \n",
              "31651       0       0        0     0      0         0      0          0    0   \n",
              "31652       0       0        0     0      0         0      0          0    0   \n",
              "\n",
              "       keyboard  keyboarding  keyes  keys  keyword  khalq  khassan  khmer  \\\n",
              "0             0            0      0     0        0      0        0      0   \n",
              "1             0            0      0     0        0      0        0      0   \n",
              "2             0            0      0     0        0      0        0      0   \n",
              "3             0            0      0     0        0      0        0      0   \n",
              "4             0            0      0     0        0      0        0      0   \n",
              "...         ...          ...    ...   ...      ...    ...      ...    ...   \n",
              "31648         0            0      0     0        0      0        0      0   \n",
              "31649         0            0      0     0        0      0        0      0   \n",
              "31650         0            0      0     0        0      0        0      0   \n",
              "31651         0            0      0     0        0      0        0      0   \n",
              "31652         0            0      0     0        0      0        0      0   \n",
              "\n",
              "       khmers  khoa  khomeini  khrushchev  khuddakanikaya  kibbutzim  \\\n",
              "0           0     0         0           0               0          0   \n",
              "1           0     0         0           0               0          0   \n",
              "2           0     0         0           0               0          0   \n",
              "3           0     0         0           0               0          0   \n",
              "4           0     0         0           0               0          0   \n",
              "...       ...   ...       ...         ...             ...        ...   \n",
              "31648       0     0         0           0               0          0   \n",
              "31649       0     0         0           0               0          0   \n",
              "31650       0     0         0           0               0          0   \n",
              "31651       0     0         0           0               0          0   \n",
              "31652       0     0         0           0               0          0   \n",
              "\n",
              "       kickboxing  kid  kidd  kidnapping  kids  kiel  kielburger  kierkegaard  \\\n",
              "0               0    0     0           0     0     0           0            0   \n",
              "1               0    0     0           0     0     0           0            0   \n",
              "2               0    0     0           0     0     0           0            0   \n",
              "3               0    0     0           0     0     0           0            0   \n",
              "4               0    0     0           0     0     0           0            0   \n",
              "...           ...  ...   ...         ...   ...   ...         ...          ...   \n",
              "31648           0    0     0           0     0     0           0            0   \n",
              "31649           0    0     0           0     0     0           0            0   \n",
              "31650           0    0     0           0     0     0           0            0   \n",
              "31651           0    0     0           0     0     0           0            0   \n",
              "31652           0    0     0           0     0     0           0            0   \n",
              "\n",
              "       kiharu  kiko  kikuyu  kilauea  kilbourn  kilham  kilimanjaro  kilkenny  \\\n",
              "0           0     0       0        0         0       0            0         0   \n",
              "1           0     0       0        0         0       0            0         0   \n",
              "2           0     0       0        0         0       0            0         0   \n",
              "3           0     0       0        0         0       0            0         0   \n",
              "4           0     0       0        0         0       0            0         0   \n",
              "...       ...   ...     ...      ...       ...     ...          ...       ...   \n",
              "31648       0     0       0        0         0       0            0         0   \n",
              "31649       0     0       0        0         0       0            0         0   \n",
              "31650       0     0       0        0         0       0            0         0   \n",
              "31651       0     0       0        0         0       0            0         0   \n",
              "31652       0     0       0        0         0       0            0         0   \n",
              "\n",
              "       killed  killer  killings  kim  kimberley  kimes  kimonos  kincaid  \\\n",
              "0           0       0         0    0          0      0        0        0   \n",
              "1           0       0         0    0          0      0        0        0   \n",
              "2           0       0         0    0          0      0        0        0   \n",
              "3           0       0         0    0          0      0        0        0   \n",
              "4           0       0         0    0          0      0        0        0   \n",
              "...       ...     ...       ...  ...        ...    ...      ...      ...   \n",
              "31648       0       0         0    0          0      0        0        0   \n",
              "31649       0       0         0    0          0      0        0        0   \n",
              "31650       0       0         0    0          0      0        0        0   \n",
              "31651       0       0         0    0          0      0        0        0   \n",
              "31652       0       0         0    0          0      0        0        0   \n",
              "\n",
              "       kindergarten  kindness  kinesiology  kinetics  king  kingdom  kingdoms  \\\n",
              "0                 0         0            0         0     0        0         0   \n",
              "1                 0         0            0         0     0        0         0   \n",
              "2                 0         0            0         0     0        0         0   \n",
              "3                 0         0            0         0     0        0         0   \n",
              "4                 0         0            0         0     0        0         0   \n",
              "...             ...       ...          ...       ...   ...      ...       ...   \n",
              "31648             0         0            0         0     0        0         0   \n",
              "31649             0         0            0         0     0        0         0   \n",
              "31650             0         0            0         0     0        0         0   \n",
              "31651             0         0            0         0     0        0         0   \n",
              "31652             0         0            0         0     0        0         0   \n",
              "\n",
              "       kings  kingsley  kingston  kinison  kinkade  kinoshita  kinsella  \\\n",
              "0          0         0         0        0        0          0         0   \n",
              "1          0         0         0        0        0          0         0   \n",
              "2          0         0         0        0        0          0         0   \n",
              "3          0         0         0        0        0          0         0   \n",
              "4          0         0         0        0        0          0         0   \n",
              "...      ...       ...       ...      ...      ...        ...       ...   \n",
              "31648      0         0         0        0        0          0         0   \n",
              "31649      0         0         0        0        0          0         0   \n",
              "31650      0         0         0        0        0          0         0   \n",
              "31651      0         0         0        0        0          0         0   \n",
              "31652      0         0         0        0        0          0         0   \n",
              "\n",
              "       kinsey  kinship  kinski  kipper  kira  kiribati  kirk  kirkpatrick  \\\n",
              "0           0        0       0       0     0         0     0            0   \n",
              "1           0        0       0       0     0         0     0            0   \n",
              "2           0        0       0       0     0         0     0            0   \n",
              "3           0        0       0       0     0         0     0            0   \n",
              "4           0        0       0       0     0         0     0            0   \n",
              "...       ...      ...     ...     ...   ...       ...   ...          ...   \n",
              "31648       0        0       0       0     0         0     0            0   \n",
              "31649       0        0       0       0     0         0     0            0   \n",
              "31650       0        0       0       0     0         0     0            0   \n",
              "31651       0        0       0       0     0         0     0            0   \n",
              "31652       0        0       0       0     0         0     0            0   \n",
              "\n",
              "       kirsten  kishu  kiss  kissing  kissinger  kit  kitaj  kitchen  \\\n",
              "0            0      0     0        0          0    0      0        0   \n",
              "1            0      0     0        0          0    0      0        0   \n",
              "2            0      0     0        0          0    0      0        0   \n",
              "3            0      0     0        0          0    0      0        0   \n",
              "4            0      0     0        0          0    0      0        0   \n",
              "...        ...    ...   ...      ...        ...  ...    ...      ...   \n",
              "31648        0      0     0        0          0    0      0        0   \n",
              "31649        0      0     0        0          0    0      0        0   \n",
              "31650        0      0     0        0          0    0      0        0   \n",
              "31651        0      0     0        0          0    0      0        0   \n",
              "31652        0      0     0        0          0    0      0        0   \n",
              "\n",
              "       kitchens  kites  kitsch  kittens  kivirist  klamer  klan  klaus  klee  \\\n",
              "0             0      0       0        0         0       0     0      0     0   \n",
              "1             0      0       0        0         0       0     0      0     0   \n",
              "2             0      0       0        0         0       0     0      0     0   \n",
              "3             0      0       0        0         0       0     0      0     0   \n",
              "4             0      0       0        0         0       0     0      0     0   \n",
              "...         ...    ...     ...      ...       ...     ...   ...    ...   ...   \n",
              "31648         0      0       0        0         0       0     0      0     0   \n",
              "31649         0      0       0        0         0       0     0      0     0   \n",
              "31650         0      0       0        0         0       0     0      0     0   \n",
              "31651         0      0       0        0         0       0     0      0     0   \n",
              "31652         0      0       0        0         0       0     0      0     0   \n",
              "\n",
              "       klezmer  klimt  klondike  klux  knapp  knee  knight  knighthood  \\\n",
              "0            0      0         0     0      0     0       0           0   \n",
              "1            0      0         0     0      0     0       0           0   \n",
              "2            0      0         0     0      0     0       0           0   \n",
              "3            0      0         0     0      0     0       0           0   \n",
              "4            0      0         0     0      0     0       0           0   \n",
              "...        ...    ...       ...   ...    ...   ...     ...         ...   \n",
              "31648        0      0         0     0      0     0       0           0   \n",
              "31649        0      0         0     0      0     0       0           0   \n",
              "31650        0      0         0     0      0     0       0           0   \n",
              "31651        0      0         0     0      0     0       0           0   \n",
              "31652        0      0         0     0      0     0       0           0   \n",
              "\n",
              "       knights  knit  knitting  knives  knock  knolls  knot  knott  knotts  \\\n",
              "0            0     0         0       0      0       0     0      0       0   \n",
              "1            0     0         0       0      0       0     0      0       0   \n",
              "2            0     0         0       0      0       0     0      0       0   \n",
              "3            0     0         0       0      0       0     0      0       0   \n",
              "4            0     0         0       0      0       0     0      0       0   \n",
              "...        ...   ...       ...     ...    ...     ...   ...    ...     ...   \n",
              "31648        0     0         0       0      0       0     0      0       0   \n",
              "31649        0     0         0       0      0       0     0      0       0   \n",
              "31650        0     0         0       0      0       0     0      0       0   \n",
              "31651        0     0         0       0      0       0     0      0       0   \n",
              "31652        0     0         0       0      0       0     0      0       0   \n",
              "\n",
              "       knowableness  knowledge  knoxville  knud  knut  koala  kobayashi  kobe  \\\n",
              "0                 0          0          0     0     0      0          0     0   \n",
              "1                 0          0          0     0     0      0          0     0   \n",
              "2                 0          0          0     0     0      0          0     0   \n",
              "3                 0          0          0     0     0      0          0     0   \n",
              "4                 0          0          0     0     0      0          0     0   \n",
              "...             ...        ...        ...   ...   ...    ...        ...   ...   \n",
              "31648             0          0          0     0     0      0          0     0   \n",
              "31649             0          0          0     0     0      0          0     0   \n",
              "31650             0          0          0     0     0      0          0     0   \n",
              "31651             0          0          0     0     0      0          0     0   \n",
              "31652             0          0          0     0     0      0          0     0   \n",
              "\n",
              "       koff  koh  koko  kolb  kolkata  kombucha  komisar  kong  konik  konso  \\\n",
              "0         0    0     0     0        0         0        0     0      0      0   \n",
              "1         0    0     0     0        0         0        0     0      0      0   \n",
              "2         0    0     0     0        0         0        0     0      0      0   \n",
              "3         0    0     0     0        0         0        0     0      0      0   \n",
              "4         0    0     0     0        0         0        0     0      0      0   \n",
              "...     ...  ...   ...   ...      ...       ...      ...   ...    ...    ...   \n",
              "31648     0    0     0     0        0         0        0     0      0      0   \n",
              "31649     0    0     0     0        0         0        0     0      0      0   \n",
              "31650     0    0     0     0        0         0        0     0      0      0   \n",
              "31651     0    0     0     0        0         0        0     0      0      0   \n",
              "31652     0    0     0     0        0         0        0     0      0      0   \n",
              "\n",
              "       koo  kooning  koran  korbel  korda  korea  korean  korematsu  koresh  \\\n",
              "0        0        0      0       0      0      0       0          0       0   \n",
              "1        0        0      0       0      0      0       0          0       0   \n",
              "2        0        0      0       0      0      0       0          0       0   \n",
              "3        0        0      0       0      0      0       0          0       0   \n",
              "4        0        0      0       0      0      0       0          0       0   \n",
              "...    ...      ...    ...     ...    ...    ...     ...        ...     ...   \n",
              "31648    0        0      0       0      0      0       0          0       0   \n",
              "31649    0        0      0       0      0      0       0          0       0   \n",
              "31650    0        0      0       0      0      0       0          0       0   \n",
              "31651    0        0      0       0      0      0       0          0       0   \n",
              "31652    0        0      0       0      0      0       0          0       0   \n",
              "\n",
              "       korotych  kosovo  krakauer  krasner  kraychik  kristalinskaia  kristin  \\\n",
              "0             0       0         0        0         0               0        0   \n",
              "1             0       0         0        0         0               0        0   \n",
              "2             0       0         0        0         0               0        0   \n",
              "3             0       0         0        0         0               0        0   \n",
              "4             0       0         0        0         0               0        0   \n",
              "...         ...     ...       ...      ...       ...             ...      ...   \n",
              "31648         0       0         0        0         0               0        0   \n",
              "31649         0       0         0        0         0               0        0   \n",
              "31650         0       0         0        0         0               0        0   \n",
              "31651         0       0         0        0         0               0        0   \n",
              "31652         0       0         0        0         0               0        0   \n",
              "\n",
              "       krogstad  krynn  krzywicka  ku  kuan  kuki  kuklinski  kumar  kumin  \\\n",
              "0             0      0          0   0     0     0          0      0      0   \n",
              "1             0      0          0   0     0     0          0      0      0   \n",
              "2             0      0          0   0     0     0          0      0      0   \n",
              "3             0      0          0   0     0     0          0      0      0   \n",
              "4             0      0          0   0     0     0          0      0      0   \n",
              "...         ...    ...        ...  ..   ...   ...        ...    ...    ...   \n",
              "31648         0      0          0   0     0     0          0      0      0   \n",
              "31649         0      0          0   0     0     0          0      0      0   \n",
              "31650         0      0          0   0     0     0          0      0      0   \n",
              "31651         0      0          0   0     0     0          0      0      0   \n",
              "31652         0      0          0   0     0     0          0      0      0   \n",
              "\n",
              "       kundalini  kundera  kung  kunhardt  kuo  kurdistan  kurds  kurmaskie  \\\n",
              "0              0        0     0         0    0          0      0          0   \n",
              "1              0        0     0         0    0          0      0          0   \n",
              "2              0        0     0         0    0          0      0          0   \n",
              "3              0        0     0         0    0          0      0          0   \n",
              "4              0        0     0         0    0          0      0          0   \n",
              "...          ...      ...   ...       ...  ...        ...    ...        ...   \n",
              "31648          0        0     0         0    0          0      0          0   \n",
              "31649          0        0     0         0    0          0      0          0   \n",
              "31650          0        0     0         0    0          0      0          0   \n",
              "31651          0        0     0         0    0          0      0          0   \n",
              "31652          0        0     0         0    0          0      0          0   \n",
              "\n",
              "       kurosawa  kurt  kush  kusz  kuwait  kwakiutl  kwanzaa  kwon  ky  kyles  \\\n",
              "0             0     0     0     0       0         0        0     0   0      0   \n",
              "1             0     0     0     0       0         0        0     0   0      0   \n",
              "2             0     0     0     0       0         0        0     0   0      0   \n",
              "3             0     0     0     0       0         0        0     0   0      0   \n",
              "4             0     0     0     0       0         0        0     0   0      0   \n",
              "...         ...   ...   ...   ...     ...       ...      ...   ...  ..    ...   \n",
              "31648         0     0     0     0       0         0        0     0   0      0   \n",
              "31649         0     0     0     0       0         0        0     0   0      0   \n",
              "31650         0     0     0     0       0         0        0     0   0      0   \n",
              "31651         0     0     0     0       0         0        0     0   0      0   \n",
              "31652         0     0     0     0       0         0        0     0   0      0   \n",
              "\n",
              "       kyogen  kyoto  kyrgyzstan  kzin  l  la  labette  labor  laboratory  \\\n",
              "0           0      0           0     0  0   0        0      0           0   \n",
              "1           0      0           0     0  0   0        0      0           0   \n",
              "2           0      0           0     0  0   0        0      0           0   \n",
              "3           0      0           0     0  0   0        0      0           0   \n",
              "4           0      0           0     0  0   0        0      0           0   \n",
              "...       ...    ...         ...   ... ..  ..      ...    ...         ...   \n",
              "31648       0      0           0     0  0   0        0      0           0   \n",
              "31649       0      0           0     0  0   0        0      0           0   \n",
              "31650       0      0           0     0  0   0        0      0           0   \n",
              "31651       0      0           0     0  0   0        0      0           0   \n",
              "31652       0      0           0     0  0   0        0      0           0   \n",
              "\n",
              "       laborers  labour  labours  labrador  labyrinths  lac  lace  lacey  \\\n",
              "0             0       0        0         0           0    0     0      0   \n",
              "1             0       0        0         0           0    0     0      0   \n",
              "2             0       0        0         0           0    0     0      0   \n",
              "3             0       0        0         0           0    0     0      0   \n",
              "4             0       0        0         0           0    0     0      0   \n",
              "...         ...     ...      ...       ...         ...  ...   ...    ...   \n",
              "31648         0       0        0         0           0    0     0      0   \n",
              "31649         0       0        0         0           0    0     0      0   \n",
              "31650         0       0        0         0           0    0     0      0   \n",
              "31651         0       0        0         0           0    0     0      0   \n",
              "31652         0       0        0         0           0    0     0      0   \n",
              "\n",
              "       laci  lacquer  lacquering  lacrosse  lactose  ladakh  laden  ladies  \\\n",
              "0         0        0           0         0        0       0      0       0   \n",
              "1         0        0           0         0        0       0      0       0   \n",
              "2         0        0           0         0        0       0      0       0   \n",
              "3         0        0           0         0        0       0      0       0   \n",
              "4         0        0           0         0        0       0      0       0   \n",
              "...     ...      ...         ...       ...      ...     ...    ...     ...   \n",
              "31648     0        0           0         0        0       0      0       0   \n",
              "31649     0        0           0         0        0       0      0       0   \n",
              "31650     0        0           0         0        0       0      0       0   \n",
              "31651     0        0           0         0        0       0      0       0   \n",
              "31652     0        0           0         0        0       0      0       0   \n",
              "\n",
              "       lady  ladybugs  lafayette  lager  lagoon  lagos  lai  lake  lakes  \\\n",
              "0         0         0          0      0       0      0    0     0      0   \n",
              "1         0         0          0      0       0      0    0     0      0   \n",
              "2         0         0          0      0       0      0    0     0      0   \n",
              "3         0         0          0      0       0      0    0     0      0   \n",
              "4         0         0          0      0       0      0    0     0      0   \n",
              "...     ...       ...        ...    ...     ...    ...  ...   ...    ...   \n",
              "31648     0         0          0      0       0      0    0     0      0   \n",
              "31649     0         0          0      0       0      0    0     0      0   \n",
              "31650     0         0          0      0       0      0    0     0      0   \n",
              "31651     0         0          0      0       0      0    0     0      0   \n",
              "31652     0         0          0      0       0      0    0     0      0   \n",
              "\n",
              "       lama  lamas  lamb  lambert  lamberton  lamborghini  lambs  \\\n",
              "0         0      0     0        0          0            0      0   \n",
              "1         0      0     0        0          0            0      0   \n",
              "2         0      0     0        0          0            0      0   \n",
              "3         0      0     0        0          0            0      0   \n",
              "4         0      0     0        0          0            0      0   \n",
              "...     ...    ...   ...      ...        ...          ...    ...   \n",
              "31648     0      0     0        0          0            0      0   \n",
              "31649     0      0     0        0          0            0      0   \n",
              "31650     0      0     0        0          0            0      0   \n",
              "31651     0      0     0        0          0            0      0   \n",
              "31652     0      0     0        0          0            0      0   \n",
              "\n",
              "       lamentations  lamerino  lamps  lampshades  lancashire  lancaster  \\\n",
              "0                 0         0      0           0           0          0   \n",
              "1                 0         0      0           0           0          0   \n",
              "2                 0         0      0           0           0          0   \n",
              "3                 0         0      0           0           0          0   \n",
              "4                 0         0      0           0           0          0   \n",
              "...             ...       ...    ...         ...         ...        ...   \n",
              "31648             0         0      0           0           0          0   \n",
              "31649             0         0      0           0           0          0   \n",
              "31650             0         0      0           0           0          0   \n",
              "31651             0         0      0           0           0          0   \n",
              "31652             0         0      0           0           0          0   \n",
              "\n",
              "       lance  lancelot  land  landa  lander  landes  landforms  landlord  \\\n",
              "0          0         0     0      0       0       0          0         0   \n",
              "1          0         0     0      0       0       0          0         0   \n",
              "2          0         0     0      0       0       0          0         0   \n",
              "3          0         0     0      0       0       0          0         0   \n",
              "4          0         0     0      0       0       0          0         0   \n",
              "...      ...       ...   ...    ...     ...     ...        ...       ...   \n",
              "31648      0         0     0      0       0       0          0         0   \n",
              "31649      0         0     0      0       0       0          0         0   \n",
              "31650      0         0     0      0       0       0          0         0   \n",
              "31651      0         0     0      0       0       0          0         0   \n",
              "31652      0         0     0      0       0       0          0         0   \n",
              "\n",
              "       landmarks  landowners  landowska  lands  landscape  landscapes  \\\n",
              "0              0           0          0      0          0           0   \n",
              "1              0           0          0      0          0           0   \n",
              "2              0           0          0      0          0           0   \n",
              "3              0           0          0      0          0           0   \n",
              "4              0           0          0      0          0           0   \n",
              "...          ...         ...        ...    ...        ...         ...   \n",
              "31648          0           0          0      0          0           0   \n",
              "31649          0           0          0      0          0           0   \n",
              "31650          0           0          0      0          0           0   \n",
              "31651          0           0          0      0          0           0   \n",
              "31652          0           0          0      0          0           0   \n",
              "\n",
              "       landscaping  landy  langdon  lange  langslow  langston  langtry  \\\n",
              "0                0      0        0      0         0         0        0   \n",
              "1                0      0        0      0         0         0        0   \n",
              "2                0      0        0      0         0         0        0   \n",
              "3                0      0        0      0         0         0        0   \n",
              "4                0      0        0      0         0         0        0   \n",
              "...            ...    ...      ...    ...       ...       ...      ...   \n",
              "31648            0      0        0      0         0         0        0   \n",
              "31649            0      0        0      0         0         0        0   \n",
              "31650            0      0        0      0         0         0        0   \n",
              "31651            0      0        0      0         0         0        0   \n",
              "31652            0      0        0      0         0         0        0   \n",
              "\n",
              "       language  languages  languedoc  languedoe  lanka  lankan  lans  \\\n",
              "0             0          0          0          0      0       0     0   \n",
              "1             0          0          0          0      0       0     0   \n",
              "2             0          0          0          0      0       0     0   \n",
              "3             0          0          0          0      0       0     0   \n",
              "4             0          0          0          0      0       0     0   \n",
              "...         ...        ...        ...        ...    ...     ...   ...   \n",
              "31648         0          0          0          0      0       0     0   \n",
              "31649         0          0          0          0      0       0     0   \n",
              "31650         0          0          0          0      0       0     0   \n",
              "31651         0          0          0          0      0       0     0   \n",
              "31652         0          0          0          0      0       0     0   \n",
              "\n",
              "       lantern  lanterns  lao  laos  laotian  laozi  lapse  lara  larceny  \\\n",
              "0            0         0    0     0        0      0      0     0        0   \n",
              "1            0         0    0     0        0      0      0     0        0   \n",
              "2            0         0    0     0        0      0      0     0        0   \n",
              "3            0         0    0     0        0      0      0     0        0   \n",
              "4            0         0    0     0        0      0      0     0        0   \n",
              "...        ...       ...  ...   ...      ...    ...    ...   ...      ...   \n",
              "31648        0         0    0     0        0      0      0     0        0   \n",
              "31649        0         0    0     0        0      0      0     0        0   \n",
              "31650        0         0    0     0        0      0      0     0        0   \n",
              "31651        0         0    0     0        0      0      0     0        0   \n",
              "31652        0         0    0     0        0      0      0     0        0   \n",
              "\n",
              "       larch  larchmont  large  largemouth  largo  larkin  laroche  larose  \\\n",
              "0          0          0      0           0      0       0        0       0   \n",
              "1          0          0      0           0      0       0        0       0   \n",
              "2          0          0      0           0      0       0        0       0   \n",
              "3          0          0      0           0      0       0        0       0   \n",
              "4          0          0      0           0      0       0        0       0   \n",
              "...      ...        ...    ...         ...    ...     ...      ...     ...   \n",
              "31648      0          0      0           0      0       0        0       0   \n",
              "31649      0          0      0           0      0       0        0       0   \n",
              "31650      0          0      0           0      0       0        0       0   \n",
              "31651      0          0      0           0      0       0        0       0   \n",
              "31652      0          0      0           0      0       0        0       0   \n",
              "\n",
              "       larry  larson  larue  las  last  latchkey  late  later  lateral  lathe  \\\n",
              "0          0       0      0    0     0         0     0      0        0      0   \n",
              "1          0       0      0    0     0         0     0      0        0      0   \n",
              "2          0       0      0    0     0         0     0      0        0      0   \n",
              "3          0       0      0    0     0         0     0      0        0      0   \n",
              "4          0       0      0    0     0         0     0      0        0      0   \n",
              "...      ...     ...    ...  ...   ...       ...   ...    ...      ...    ...   \n",
              "31648      0       0      0    0     0         0     0      0        0      0   \n",
              "31649      0       0      0    0     0         0     0      0        0      0   \n",
              "31650      0       0      0    0     0         0     0      0        0      0   \n",
              "31651      0       0      0    0     0         0     0      0        0      0   \n",
              "31652      0       0      0    0     0         0     0      0        0      0   \n",
              "\n",
              "       lathes  lathrop  latin  latina  latter  latterly  latymer  lauck  \\\n",
              "0           0        0      0       0       0         0        0      0   \n",
              "1           0        0      0       0       0         0        0      0   \n",
              "2           0        0      0       0       0         0        0      0   \n",
              "3           0        0      0       0       0         0        0      0   \n",
              "4           0        0      0       0       0         0        0      0   \n",
              "...       ...      ...    ...     ...     ...       ...      ...    ...   \n",
              "31648       0        0      0       0       0         0        0      0   \n",
              "31649       0        0      0       0       0         0        0      0   \n",
              "31650       0        0      0       0       0         0        0      0   \n",
              "31651       0        0      0       0       0         0        0      0   \n",
              "31652       0        0      0       0       0         0        0      0   \n",
              "\n",
              "       laudamus  lauderdale  laughter  laundering  laundresses  laundries  \\\n",
              "0             0           0         0           0            0          0   \n",
              "1             0           0         0           0            0          0   \n",
              "2             0           0         0           0            0          0   \n",
              "3             0           0         0           0            0          0   \n",
              "4             0           0         0           0            0          0   \n",
              "...         ...         ...       ...         ...          ...        ...   \n",
              "31648         0           0         0           0            0          0   \n",
              "31649         0           0         0           0            0          0   \n",
              "31650         0           0         0           0            0          0   \n",
              "31651         0           0         0           0            0          0   \n",
              "31652         0           0         0           0            0          0   \n",
              "\n",
              "       laundry  laura  laurance  lauren  laurence  laurent  laurie  lauritz  \\\n",
              "0            0      0         0       0         0        0       0        0   \n",
              "1            0      0         0       0         0        0       0        0   \n",
              "2            0      0         0       0         0        0       0        0   \n",
              "3            0      0         0       0         0        0       0        0   \n",
              "4            0      0         0       0         0        0       0        0   \n",
              "...        ...    ...       ...     ...       ...      ...     ...      ...   \n",
              "31648        0      0         0       0         0        0       0        0   \n",
              "31649        0      0         0       0         0        0       0        0   \n",
              "31650        0      0         0       0         0        0       0        0   \n",
              "31651        0      0         0       0         0        0       0        0   \n",
              "31652        0      0         0       0         0        0       0        0   \n",
              "\n",
              "       lauro  lautrec  lava  law  lawes  lawford  lawick  lawns  lawrence  \\\n",
              "0          0        0     0    0      0        0       0      0         0   \n",
              "1          0        0     0    0      0        0       0      0         0   \n",
              "2          0        0     0    0      0        0       0      0         0   \n",
              "3          0        0     0    0      0        0       0      0         0   \n",
              "4          0        0     0    0      0        0       0      0         0   \n",
              "...      ...      ...   ...  ...    ...      ...     ...    ...       ...   \n",
              "31648      0        0     0    0      0        0       0      0         0   \n",
              "31649      0        0     0    0      0        0       0      0         0   \n",
              "31650      0        0     0    0      0        0       0      0         0   \n",
              "31651      0        0     0    0      0        0       0      0         0   \n",
              "31652      0        0     0    0      0        0       0      0         0   \n",
              "\n",
              "       laws  lawyers  laying  layout  lazarus  laziness  ldap  le  leader  \\\n",
              "0         0        0       0       0        0         0     0   0       0   \n",
              "1         0        0       0       0        0         0     0   0       0   \n",
              "2         0        0       0       0        0         0     0   0       0   \n",
              "3         0        0       0       0        0         0     0   0       0   \n",
              "4         0        0       0       0        0         0     0   0       0   \n",
              "...     ...      ...     ...     ...      ...       ...   ...  ..     ...   \n",
              "31648     0        0       0       0        0         0     0   0       0   \n",
              "31649     0        0       0       0        0         0     0   0       0   \n",
              "31650     0        0       0       0        0         0     0   0       0   \n",
              "31651     0        0       0       0        0         0     0   0       0   \n",
              "31652     0        0       0       0        0         0     0   0       0   \n",
              "\n",
              "       leaders  leadership  leading  leadville  league  leagues  leaning  \\\n",
              "0            0           0        0          0       0        0        0   \n",
              "1            0           0        0          0       0        0        0   \n",
              "2            0           0        0          0       0        0        0   \n",
              "3            0           0        0          0       0        0        0   \n",
              "4            0           0        0          0       0        0        0   \n",
              "...        ...         ...      ...        ...     ...      ...      ...   \n",
              "31648        0           0        0          0       0        0        0   \n",
              "31649        0           0        0          0       0        0        0   \n",
              "31650        0           0        0          0       0        0        0   \n",
              "31651        0           0        0          0       0        0        0   \n",
              "31652        0           0        0          0       0        0        0   \n",
              "\n",
              "       leann  leanness  leaphorn  learned  learning  least  leatherwork  \\\n",
              "0          0         0         0        0         0      0            0   \n",
              "1          0         0         0        0         0      0            0   \n",
              "2          0         0         0        0         0      0            0   \n",
              "3          0         0         0        0         0      0            0   \n",
              "4          0         0         0        0         0      0            0   \n",
              "...      ...       ...       ...      ...       ...    ...          ...   \n",
              "31648      0         0         0        0         0      0            0   \n",
              "31649      0         0         0        0         0      0            0   \n",
              "31650      0         0         0        0         0      0            0   \n",
              "31651      0         0         0        0         0      0            0   \n",
              "31652      0         0         0        0         0      0            0   \n",
              "\n",
              "       leavenworth  leaves  lebanese  lebanon  lecter  lederer  ledoux  leduc  \\\n",
              "0                0       0         0        0       0        0       0      0   \n",
              "1                0       0         0        0       0        0       0      0   \n",
              "2                0       0         0        0       0        0       0      0   \n",
              "3                0       0         0        0       0        0       0      0   \n",
              "4                0       0         0        0       0        0       0      0   \n",
              "...            ...     ...       ...      ...     ...      ...     ...    ...   \n",
              "31648            0       0         0        0       0        0       0      0   \n",
              "31649            0       0         0        0       0        0       0      0   \n",
              "31650            0       0         0        0       0        0       0      0   \n",
              "31651            0       0         0        0       0        0       0      0   \n",
              "31652            0       0         0        0       0        0       0      0   \n",
              "\n",
              "       lee  leech  leeds  left  leg  legal  legalization  legendary  legends  \\\n",
              "0        0      0      0     0    0      0             0          0        0   \n",
              "1        0      0      0     0    0      0             0          0        0   \n",
              "2        0      0      0     0    0      0             0          0        0   \n",
              "3        0      0      0     0    0      0             0          0        0   \n",
              "4        0      0      0     0    0      0             0          0        0   \n",
              "...    ...    ...    ...   ...  ...    ...           ...        ...      ...   \n",
              "31648    0      0      0     0    0      0             0          0        0   \n",
              "31649    0      0      0     0    0      0             0          0        0   \n",
              "31650    0      0      0     0    0      0             0          0        0   \n",
              "31651    0      0      0     0    0      0             0          0        0   \n",
              "31652    0      0      0     0    0      0             0          0        0   \n",
              "\n",
              "       legislation  legislators  lego  leia  leibovitz  leica  leicester  \\\n",
              "0                0            0     0     0          0      0          0   \n",
              "1                0            0     0     0          0      0          0   \n",
              "2                0            0     0     0          0      0          0   \n",
              "3                0            0     0     0          0      0          0   \n",
              "4                0            0     0     0          0      0          0   \n",
              "...            ...          ...   ...   ...        ...    ...        ...   \n",
              "31648            0            0     0     0          0      0          0   \n",
              "31649            0            0     0     0          0      0          0   \n",
              "31650            0            0     0     0          0      0          0   \n",
              "31651            0            0     0     0          0      0          0   \n",
              "31652            0            0     0     0          0      0          0   \n",
              "\n",
              "       leila  leisure  lemon  lemonade  lemons  lena  lenard  lending  lengle  \\\n",
              "0          0        0      0         0       0     0       0        0       0   \n",
              "1          0        0      0         0       0     0       0        0       0   \n",
              "2          0        0      0         0       0     0       0        0       0   \n",
              "3          0        0      0         0       0     0       0        0       0   \n",
              "4          0        0      0         0       0     0       0        0       0   \n",
              "...      ...      ...    ...       ...     ...   ...     ...      ...     ...   \n",
              "31648      0        0      0         0       0     0       0        0       0   \n",
              "31649      0        0      0         0       0     0       0        0       0   \n",
              "31650      0        0      0         0       0     0       0        0       0   \n",
              "31651      0        0      0         0       0     0       0        0       0   \n",
              "31652      0        0      0         0       0     0       0        0       0   \n",
              "\n",
              "       leni  lenina  lennard  lennart  lennertz  lennon  leo  leon  leonard  \\\n",
              "0         0       0        0        0         0       0    0     0        0   \n",
              "1         0       0        0        0         0       0    0     0        0   \n",
              "2         0       0        0        0         0       0    0     0        0   \n",
              "3         0       0        0        0         0       0    0     0        0   \n",
              "4         0       0        0        0         0       0    0     0        0   \n",
              "...     ...     ...      ...      ...       ...     ...  ...   ...      ...   \n",
              "31648     0       0        0        0         0       0    0     0        0   \n",
              "31649     0       0        0        0         0       0    0     0        0   \n",
              "31650     0       0        0        0         0       0    0     0        0   \n",
              "31651     0       0        0        0         0       0    0     0        0   \n",
              "31652     0       0        0        0         0       0    0     0        0   \n",
              "\n",
              "       leonardo  leone  leonidas  leonidovich  leonowens  leontyne  leopard  \\\n",
              "0             0      0         0            0          0         0        0   \n",
              "1             0      0         0            0          0         0        0   \n",
              "2             0      0         0            0          0         0        0   \n",
              "3             0      0         0            0          0         0        0   \n",
              "4             0      0         0            0          0         0        0   \n",
              "...         ...    ...       ...          ...        ...       ...      ...   \n",
              "31648         0      0         0            0          0         0        0   \n",
              "31649         0      0         0            0          0         0        0   \n",
              "31650         0      0         0            0          0         0        0   \n",
              "31651         0      0         0            0          0         0        0   \n",
              "31652         0      0         0            0          0         0        0   \n",
              "\n",
              "       leopold  lepidoptera  leprechauns  leprosy  lequeu  lerner  leroux  \\\n",
              "0            0            0            0        0       0       0       0   \n",
              "1            0            0            0        0       0       0       0   \n",
              "2            0            0            0        0       0       0       0   \n",
              "3            0            0            0        0       0       0       0   \n",
              "4            0            0            0        0       0       0       0   \n",
              "...        ...          ...          ...      ...     ...     ...     ...   \n",
              "31648        0            0            0        0       0       0       0   \n",
              "31649        0            0            0        0       0       0       0   \n",
              "31650        0            0            0        0       0       0       0   \n",
              "31651        0            0            0        0       0       0       0   \n",
              "31652        0            0            0        0       0       0       0   \n",
              "\n",
              "       les  lesbian  lesbianism  lesbians  leslie  lestat  letter  \\\n",
              "0        0        0           0         0       0       0       0   \n",
              "1        0        0           0         0       0       0       0   \n",
              "2        0        0           0         0       0       0       0   \n",
              "3        0        0           0         0       0       0       0   \n",
              "4        0        0           0         0       0       0       0   \n",
              "...    ...      ...         ...       ...     ...     ...     ...   \n",
              "31648    0        0           0         0       0       0       0   \n",
              "31649    0        0           0         0       0       0       0   \n",
              "31650    0        0           0         0       0       0       0   \n",
              "31651    0        0           0         0       0       0       0   \n",
              "31652    0        0           0         0       0       0       0   \n",
              "\n",
              "       letterheads  lettering  letterman  letterpress  letters  leukemia  \\\n",
              "0                0          0          0            0        0         0   \n",
              "1                0          0          0            0        0         0   \n",
              "2                0          0          0            0        0         0   \n",
              "3                0          0          0            0        0         0   \n",
              "4                0          0          0            0        0         0   \n",
              "...            ...        ...        ...          ...      ...       ...   \n",
              "31648            0          0          0            0        0         0   \n",
              "31649            0          0          0            0        0         0   \n",
              "31650            0          0          0            0        0         0   \n",
              "31651            0          0          0            0        0         0   \n",
              "31652            0          0          0            0        0         0   \n",
              "\n",
              "       level  levellers  levels  levertov  levy  lew  lewin  lewis  \\\n",
              "0          0          0       0         0     0    0      0      0   \n",
              "1          0          0       0         0     0    0      0      0   \n",
              "2          0          0       0         0     0    0      0      0   \n",
              "3          0          0       0         0     0    0      0      0   \n",
              "4          0          0       0         0     0    0      0      0   \n",
              "...      ...        ...     ...       ...   ...  ...    ...    ...   \n",
              "31648      0          0       0         0     0    0      0      0   \n",
              "31649      0          0       0         0     0    0      0      0   \n",
              "31650      0          0       0         0     0    0      0      0   \n",
              "31651      0          0       0         0     0    0      0      0   \n",
              "31652      0          0       0         0     0    0      0      0   \n",
              "\n",
              "       lexicography  lexington  lez  li  lia  liability  liaden  liane  liang  \\\n",
              "0                 0          0    0   0    0          0       0      0      0   \n",
              "1                 0          0    0   0    0          0       0      0      0   \n",
              "2                 0          0    0   0    0          0       0      0      0   \n",
              "3                 0          0    0   0    0          0       0      0      0   \n",
              "4                 0          0    0   0    0          0       0      0      0   \n",
              "...             ...        ...  ...  ..  ...        ...     ...    ...    ...   \n",
              "31648             0          0    0   0    0          0       0      0      0   \n",
              "31649             0          0    0   0    0          0       0      0      0   \n",
              "31650             0          0    0   0    0          0       0      0      0   \n",
              "31651             0          0    0   0    0          0       0      0      0   \n",
              "31652             0          0    0   0    0          0       0      0      0   \n",
              "\n",
              "       libel  liberace  liberalism  liberation  liberia  liberties  liberty  \\\n",
              "0          0         0           0           0        0          0        0   \n",
              "1          0         0           0           0        0          0        0   \n",
              "2          0         0           0           0        0          0        0   \n",
              "3          0         0           0           0        0          0        0   \n",
              "4          0         0           0           0        0          0        0   \n",
              "...      ...       ...         ...         ...      ...        ...      ...   \n",
              "31648      0         0           0           0        0          0        0   \n",
              "31649      0         0           0           0        0          0        0   \n",
              "31650      0         0           0           0        0          0        0   \n",
              "31651      0         0           0           0        0          0        0   \n",
              "31652      0         0           0           0        0          0        0   \n",
              "\n",
              "       librarians  libraries  library  librettists  librettos  libya  lica  \\\n",
              "0               0          0        0            0          0      0     0   \n",
              "1               0          0        0            0          0      0     0   \n",
              "2               0          0        0            0          0      0     0   \n",
              "3               0          0        0            0          0      0     0   \n",
              "4               0          0        0            0          0      0     0   \n",
              "...           ...        ...      ...          ...        ...    ...   ...   \n",
              "31648           0          0        0            0          0      0     0   \n",
              "31649           0          0        0            0          0      0     0   \n",
              "31650           0          0        0            0          0      0     0   \n",
              "31651           0          0        0            0          0      0     0   \n",
              "31652           0          0        0            0          0      0     0   \n",
              "\n",
              "       lice  licenses  lichens  lichtenstein  lieberman  liem  lieutenant  \\\n",
              "0         0         0        0             0          0     0           0   \n",
              "1         0         0        0             0          0     0           0   \n",
              "2         0         0        0             0          0     0           0   \n",
              "3         0         0        0             0          0     0           0   \n",
              "4         0         0        0             0          0     0           0   \n",
              "...     ...       ...      ...           ...        ...   ...         ...   \n",
              "31648     0         0        0             0          0     0           0   \n",
              "31649     0         0        0             0          0     0           0   \n",
              "31650     0         0        0             0          0     0           0   \n",
              "31651     0         0        0             0          0     0           0   \n",
              "31652     0         0        0             0          0     0           0   \n",
              "\n",
              "       life  lifeguards  lifesaving  lifestyle  lifestyles  liftin  lifting  \\\n",
              "0         0           0           0          0           0       0        0   \n",
              "1         0           0           0          0           0       0        0   \n",
              "2         2           0           0          0           0       0        0   \n",
              "3         0           0           0          0           0       0        0   \n",
              "4         0           0           0          0           0       0        0   \n",
              "...     ...         ...         ...        ...         ...     ...      ...   \n",
              "31648     0           0           0          0           0       0        0   \n",
              "31649     0           0           0          0           0       0        0   \n",
              "31650     0           0           0          0           0       0        0   \n",
              "31651     0           0           0          0           0       0        0   \n",
              "31652     0           0           0          0           0       0        0   \n",
              "\n",
              "       light  lightfoot  lighthouse  lighthouses  lighting  lightning  lights  \\\n",
              "0          0          0           0            0         0          0       0   \n",
              "1          0          0           0            0         0          0       0   \n",
              "2          0          0           0            0         0          0       0   \n",
              "3          0          0           0            0         0          0       0   \n",
              "4          0          0           0            0         0          0       0   \n",
              "...      ...        ...         ...          ...       ...        ...     ...   \n",
              "31648      0          0           0            0         0          0       0   \n",
              "31649      0          0           0            0         0          0       0   \n",
              "31650      0          0           0            0         0          0       0   \n",
              "31651      0          0           0            0         0          0       0   \n",
              "31652      0          0           0            0         0          0       0   \n",
              "\n",
              "       like  likouala  lillard  lilley  lillian  lillie  lilly  lily  lima  \\\n",
              "0         0         0        0       0        0       0      0     0     0   \n",
              "1         0         0        0       0        0       0      0     0     0   \n",
              "2         0         0        0       0        0       0      0     0     0   \n",
              "3         0         0        0       0        0       0      0     0     0   \n",
              "4         0         0        0       0        0       0      0     0     0   \n",
              "...     ...       ...      ...     ...      ...     ...    ...   ...   ...   \n",
              "31648     0         0        0       0        0       0      0     0     0   \n",
              "31649     0         0        0       0        0       0      0     0     0   \n",
              "31650     0         0        0       0        0       0      0     0     0   \n",
              "31651     0         0        0       0        0       0      0     0     0   \n",
              "31652     0         0        0       0        0       0      0     0     0   \n",
              "\n",
              "       limerick  limits  limoges  limulus  lin  lincarnation  lincoln  linda  \\\n",
              "0             0       0        0        0    0             0        0      0   \n",
              "1             0       0        0        0    0             0        0      0   \n",
              "2             0       0        0        0    0             0        0      0   \n",
              "3             0       0        0        0    0             0        0      0   \n",
              "4             0       0        0        0    0             0        0      0   \n",
              "...         ...     ...      ...      ...  ...           ...      ...    ...   \n",
              "31648         0       0        0        0    0             0        0      0   \n",
              "31649         0       0        0        0    0             0        0      0   \n",
              "31650         0       0        0        0    0             0        0      0   \n",
              "31651         0       0        0        0    0             0        0      0   \n",
              "31652         0       0        0        0    0             0        0      0   \n",
              "\n",
              "       lindbergh  lindenii  lindley  lindsay  lindy  line  linear  linens  \\\n",
              "0              0         0        0        0      0     0       0       0   \n",
              "1              0         0        0        0      0     0       0       0   \n",
              "2              0         0        0        0      0     0       0       0   \n",
              "3              0         0        0        0      0     0       0       0   \n",
              "4              0         0        0        0      0     0       0       0   \n",
              "...          ...       ...      ...      ...    ...   ...     ...     ...   \n",
              "31648          0         0        0        0      0     0       0       0   \n",
              "31649          0         0        0        0      0     0       0       0   \n",
              "31650          0         0        0        0      0     0       0       0   \n",
              "31651          0         0        0        0      0     0       0       0   \n",
              "31652          0         0        0        0      0     0       0       0   \n",
              "\n",
              "       liners  lines  ling  lingerie  linguistics  linguists  linings  linn  \\\n",
              "0           0      0     0         0            0          0        0     0   \n",
              "1           0      0     0         0            0          0        0     0   \n",
              "2           0      0     0         0            0          0        0     0   \n",
              "3           0      0     0         0            0          0        0     0   \n",
              "4           0      0     0         0            0          0        0     0   \n",
              "...       ...    ...   ...       ...          ...        ...      ...   ...   \n",
              "31648       0      0     0         0            0          0        0     0   \n",
              "31649       0      0     0         0            0          0        0     0   \n",
              "31650       0      0     0         0            0          0        0     0   \n",
              "31651       0      0     0         0            0          0        0     0   \n",
              "31652       0      0     0         0            0          0        0     0   \n",
              "\n",
              "       lino  linux  lion  lions  lipstadt  liquefied  liqueurs  liquids  \\\n",
              "0         0      0     0      0         0          0         0        0   \n",
              "1         0      0     0      0         0          0         0        0   \n",
              "2         0      0     0      0         0          0         0        0   \n",
              "3         0      0     0      0         0          0         0        0   \n",
              "4         0      0     0      0         0          0         0        0   \n",
              "...     ...    ...   ...    ...       ...        ...       ...      ...   \n",
              "31648     0      0     0      0         0          0         0        0   \n",
              "31649     0      0     0      0         0          0         0        0   \n",
              "31650     0      0     0      0         0          0         0        0   \n",
              "31651     0      0     0      0         0          0         0        0   \n",
              "31652     0      0     0      0         0          0         0        0   \n",
              "\n",
              "       liquors  lisa  lisle  lisson  listening  lists  liszt  literacy  \\\n",
              "0            0     0      0       0          0      0      0         0   \n",
              "1            0     0      0       0          0      0      0         0   \n",
              "2            0     0      0       0          0      0      0         0   \n",
              "3            0     0      0       0          0      0      0         0   \n",
              "4            0     0      0       0          0      0      0         0   \n",
              "...        ...   ...    ...     ...        ...    ...    ...       ...   \n",
              "31648        0     0      0       0          0      0      0         0   \n",
              "31649        0     0      0       0          0      0      0         0   \n",
              "31650        0     0      0       0          0      0      0         0   \n",
              "31651        0     0      0       0          0      0      0         0   \n",
              "31652        0     0      0       0          0      0      0         0   \n",
              "\n",
              "       literary  literates  literatura  literature  litertature  lithuania  \\\n",
              "0             0          0           0           1            0          0   \n",
              "1             0          0           0           0            0          0   \n",
              "2             0          0           0           6            0          0   \n",
              "3             0          0           0           0            0          0   \n",
              "4             0          0           0           0            0          0   \n",
              "...         ...        ...         ...         ...          ...        ...   \n",
              "31648         0          0           0           0            0          0   \n",
              "31649         0          0           0           0            0          0   \n",
              "31650         0          0           0           0            0          0   \n",
              "31651         0          0           0           0            0          0   \n",
              "31652         0          0           0           0            0          0   \n",
              "\n",
              "       litigation  litigations  littell  litter  little  littleton  \\\n",
              "0               0            0        0       0       0          0   \n",
              "1               0            0        0       0       0          0   \n",
              "2               0            0        0       0       0          0   \n",
              "3               0            0        0       0       0          0   \n",
              "4               0            0        0       0       0          0   \n",
              "...           ...          ...      ...     ...     ...        ...   \n",
              "31648           0            0        0       0       0          0   \n",
              "31649           0            0        0       0       0          0   \n",
              "31650           0            0        0       0       0          0   \n",
              "31651           0            0        0       0       0          0   \n",
              "31652           0            0        0       0       0          0   \n",
              "\n",
              "       liturgical  liturgies  liturgy  liu  live  liver  liverpool  \\\n",
              "0               0          0        0    0     0      0          0   \n",
              "1               0          0        0    0     0      0          0   \n",
              "2               0          0        0    0     0      0          0   \n",
              "3               0          0        0    0     0      0          0   \n",
              "4               0          0        0    0     0      0          0   \n",
              "...           ...        ...      ...  ...   ...    ...        ...   \n",
              "31648           0          0        0    0     0      0          0   \n",
              "31649           0          0        0    0     0      0          0   \n",
              "31650           0          0        0    0     0      0          0   \n",
              "31651           0          0        0    0     0      0          0   \n",
              "31652           0          0        0    0     0      0          0   \n",
              "\n",
              "       liverworts  lives  livestock  living  livingstone  livornese  liysa  \\\n",
              "0               0      0          0       0            0          0      0   \n",
              "1               0      0          0       0            0          0      0   \n",
              "2               0      0          0       0            0          0      0   \n",
              "3               0      0          0       0            0          0      0   \n",
              "4               0      0          0       0            0          0      0   \n",
              "...           ...    ...        ...     ...          ...        ...    ...   \n",
              "31648           0      0          0       0            0          0      0   \n",
              "31649           0      0          0       0            0          0      0   \n",
              "31650           0      0          0       0            0          0      0   \n",
              "31651           0      0          0       0            0          0      0   \n",
              "31652           0      0          0       0            0          0      0   \n",
              "\n",
              "       liz  lizards  lizzie  llama  llamas  llanos  llave  ller  llewellyn  \\\n",
              "0        0        0       0      0       0       0      0     0          0   \n",
              "1        0        0       0      0       0       0      0     0          0   \n",
              "2        0        0       0      0       0       0      0     0          0   \n",
              "3        0        0       0      0       0       0      0     0          0   \n",
              "4        0        0       0      0       0       0      0     0          0   \n",
              "...    ...      ...     ...    ...     ...     ...    ...   ...        ...   \n",
              "31648    0        0       0      0       0       0      0     0          0   \n",
              "31649    0        0       0      0       0       0      0     0          0   \n",
              "31650    0        0       0      0       0       0      0     0          0   \n",
              "31651    0        0       0      0       0       0      0     0          0   \n",
              "31652    0        0       0      0       0       0      0     0          0   \n",
              "\n",
              "       llosa  lloyd  loans  loaves  lobbying  lobbyists  lobe  lobotomy  \\\n",
              "0          0      0      0       0         0          0     0         0   \n",
              "1          0      0      0       0         0          0     0         0   \n",
              "2          0      0      0       0         0          0     0         0   \n",
              "3          0      0      0       0         0          0     0         0   \n",
              "4          0      0      0       0         0          0     0         0   \n",
              "...      ...    ...    ...     ...       ...        ...   ...       ...   \n",
              "31648      0      0      0       0         0          0     0         0   \n",
              "31649      0      0      0       0         0          0     0         0   \n",
              "31650      0      0      0       0         0          0     0         0   \n",
              "31651      0      0      0       0         0          0     0         0   \n",
              "31652      0      0      0       0         0          0     0         0   \n",
              "\n",
              "       lobster  lobsters  local  localization  location  loch  lockouts  \\\n",
              "0            0         0      0             0         0     0         0   \n",
              "1            0         0      0             0         0     0         0   \n",
              "2            0         0      0             0         0     0         0   \n",
              "3            0         0      0             0         0     0         0   \n",
              "4            0         0      0             0         0     0         0   \n",
              "...        ...       ...    ...           ...       ...   ...       ...   \n",
              "31648        0         0      0             0         0     0         0   \n",
              "31649        0         0      0             0         0     0         0   \n",
              "31650        0         0      0             0         0     0         0   \n",
              "31651        0         0      0             0         0     0         0   \n",
              "31652        0         0      0             0         0     0         0   \n",
              "\n",
              "       locksmithing  locomotion  locomotives  lodges  loeil  log  loggers  \\\n",
              "0                 0           0            0       0      0    0        0   \n",
              "1                 0           0            0       0      0    0        0   \n",
              "2                 0           0            0       0      0    0        0   \n",
              "3                 0           0            0       0      0    0        0   \n",
              "4                 0           0            0       0      0    0        0   \n",
              "...             ...         ...          ...     ...    ...  ...      ...   \n",
              "31648             0           0            0       0      0    0        0   \n",
              "31649             0           0            0       0      0    0        0   \n",
              "31650             0           0            0       0      0    0        0   \n",
              "31651             0           0            0       0      0    0        0   \n",
              "31652             0           0            0       0      0    0        0   \n",
              "\n",
              "       logging  logic  logos  logotherapy  loire  lois  lombard  lombok  \\\n",
              "0            0      0      0            0      0     0        0       0   \n",
              "1            0      0      0            0      0     0        0       0   \n",
              "2            0      0      0            0      0     0        0       0   \n",
              "3            0      0      0            0      0     0        0       0   \n",
              "4            0      0      0            0      0     0        0       0   \n",
              "...        ...    ...    ...          ...    ...   ...      ...     ...   \n",
              "31648        0      0      0            0      0     0        0       0   \n",
              "31649        0      0      0            0      0     0        0       0   \n",
              "31650        0      0      0            0      0     0        0       0   \n",
              "31651        0      0      0            0      0     0        0       0   \n",
              "31652        0      0      0            0      0     0        0       0   \n",
              "\n",
              "       london  loneliness  long  longcase  longevity  longfellow  longitude  \\\n",
              "0           0           0     0         0          0           0          0   \n",
              "1           0           0     0         0          0           0          0   \n",
              "2           0           0     0         0          0           0          0   \n",
              "3           0           0     0         0          0           0          0   \n",
              "4           0           0     0         0          0           0          0   \n",
              "...       ...         ...   ...       ...        ...         ...        ...   \n",
              "31648       0           0     0         0          0           0          0   \n",
              "31649       0           0     0         0          0           0          0   \n",
              "31650       0           0     0         0          0           0          0   \n",
              "31651       0           0     0         0          0           0          0   \n",
              "31652       0           0     0         0          0           0          0   \n",
              "\n",
              "       longitudinal  longstocking  longwood  loomis  looms  loons  loop  lop  \\\n",
              "0                 0             0         0       0      0      0     0    0   \n",
              "1                 0             0         0       0      0      0     0    0   \n",
              "2                 0             0         0       0      0      0     0    0   \n",
              "3                 0             0         0       0      0      0     0    0   \n",
              "4                 0             0         0       0      0      0     0    0   \n",
              "...             ...           ...       ...     ...    ...    ...   ...  ...   \n",
              "31648             0             0         0       0      0      0     0    0   \n",
              "31649             0             0         0       0      0      0     0    0   \n",
              "31650             0             0         0       0      0      0     0    0   \n",
              "31651             0             0         0       0      0      0     0    0   \n",
              "31652             0             0         0       0      0      0     0    0   \n",
              "\n",
              "       lopate  lope  lopez  lord  lords  lorenzo  lori  lorna  los  loseby  \\\n",
              "0           0     0      0     0      0        0     0      0    0       0   \n",
              "1           0     0      0     0      0        0     0      0    0       0   \n",
              "2           0     0      0     0      0        0     0      0    0       0   \n",
              "3           0     0      0     0      0        0     0      0    0       0   \n",
              "4           0     0      0     0      0        0     0      0    0       0   \n",
              "...       ...   ...    ...   ...    ...      ...   ...    ...  ...     ...   \n",
              "31648       0     0      0     0      0        0     0      0    0       0   \n",
              "31649       0     0      0     0      0        0     0      0    0       0   \n",
              "31650       0     0      0     0      0        0     0      0    0       0   \n",
              "31651       0     0      0     0      0        0     0      0    0       0   \n",
              "31652       0     0      0     0      0        0     0      0    0       0   \n",
              "\n",
              "       losing  loss  lost  lotus  lou  louie  louis  louisa  louise  \\\n",
              "0           0     0     0      0    0      0      0       0       0   \n",
              "1           0     0     0      0    0      0      0       0       0   \n",
              "2           0     0     0      0    0      0      0       0       0   \n",
              "3           0     0     0      0    0      0      0       0       0   \n",
              "4           0     0     0      0    0      0      0       0       0   \n",
              "...       ...   ...   ...    ...  ...    ...    ...     ...     ...   \n",
              "31648       0     0     0      0    0      0      0       0       0   \n",
              "31649       0     0     0      0    0      0      0       0       0   \n",
              "31650       0     0     0      0    0      0      0       0       0   \n",
              "31651       0     0     0      0    0      0      0       0       0   \n",
              "31652       0     0     0      0    0      0      0       0       0   \n",
              "\n",
              "       louisiana  louisville  loung  lourdes  louverture  louvre  love  \\\n",
              "0              0           0      0        0           0       0     0   \n",
              "1              0           0      0        0           0       0     0   \n",
              "2              0           0      0        0           0       0     0   \n",
              "3              0           0      0        0           0       0     0   \n",
              "4              0           0      0        0           0       0     0   \n",
              "...          ...         ...    ...      ...         ...     ...   ...   \n",
              "31648          0           0      0        0           0       0     0   \n",
              "31649          0           0      0        0           0       0     0   \n",
              "31650          0           0      0        0           0       0     0   \n",
              "31651          0           0      0        0           0       0     0   \n",
              "31652          0           0      0        0           0       0     0   \n",
              "\n",
              "       lovebirds  lovecraft  lovejoy  lover  loves  lovett  loving  low  \\\n",
              "0              0          0        0      0      0       0       0    0   \n",
              "1              0          0        0      0      0       0       0    0   \n",
              "2              0          0        0      0      0       0       0    0   \n",
              "3              0          0        0      0      0       0       0    0   \n",
              "4              0          0        0      0      0       0       0    0   \n",
              "...          ...        ...      ...    ...    ...     ...     ...  ...   \n",
              "31648          0          0        0      0      0       0       0    0   \n",
              "31649          0          0        0      0      0       0       0    0   \n",
              "31650          0          0        0      0      0       0       0    0   \n",
              "31651          0          0        0      0      0       0       0    0   \n",
              "31652          0          0        0      0      0       0       0    0   \n",
              "\n",
              "       lowell  lowenthal  lower  lowerre  lowthian  loyalists  loyalty  \\\n",
              "0           0          0      0        0         0          0        0   \n",
              "1           0          0      0        0         0          0        0   \n",
              "2           0          0      0        0         0          0        0   \n",
              "3           0          0      0        0         0          0        0   \n",
              "4           0          0      0        0         0          0        0   \n",
              "...       ...        ...    ...      ...       ...        ...      ...   \n",
              "31648       0          0      0        0         0          0        0   \n",
              "31649       0          0      0        0         0          0        0   \n",
              "31650       0          0      0        0         0          0        0   \n",
              "31651       0          0      0        0         0          0        0   \n",
              "31652       0          0      0        0         0          0        0   \n",
              "\n",
              "       loyola  lsd  lt  ltd  luc  luca  lucas  lucerne  luci  lucia  lucian  \\\n",
              "0           0    0   0    0    0     0      0        0     0      0       0   \n",
              "1           0    0   0    0    0     0      0        0     0      0       0   \n",
              "2           0    0   0    0    0     0      0        0     0      0       0   \n",
              "3           0    0   0    0    0     0      0        0     0      0       0   \n",
              "4           0    0   0    0    0     0      0        0     0      0       0   \n",
              "...       ...  ...  ..  ...  ...   ...    ...      ...   ...    ...     ...   \n",
              "31648       0    0   0    0    0     0      0        0     0      0       0   \n",
              "31649       0    0   0    0    0     0      0        0     0      0       0   \n",
              "31650       0    0   0    0    0     0      0        0     0      0       0   \n",
              "31651       0    0   0    0    0     0      0        0     0      0       0   \n",
              "31652       0    0   0    0    0     0      0        0     0      0       0   \n",
              "\n",
              "       luciano  lucien  lucille  lucius  luck  lucky  lucrezia  lucy  ludlam  \\\n",
              "0            0       0        0       0     0      0         0     0       0   \n",
              "1            0       0        0       0     0      0         0     0       0   \n",
              "2            0       0        0       0     0      0         0     0       0   \n",
              "3            0       0        0       0     0      0         0     0       0   \n",
              "4            0       0        0       0     0      0         0     0       0   \n",
              "...        ...     ...      ...     ...   ...    ...       ...   ...     ...   \n",
              "31648        0       0        0       0     0      0         0     0       0   \n",
              "31649        0       0        0       0     0      0         0     0       0   \n",
              "31650        0       0        0       0     0      0         0     0       0   \n",
              "31651        0       0        0       0     0      0         0     0       0   \n",
              "31652        0       0        0       0     0      0         0     0       0   \n",
              "\n",
              "       ludlow  ludwig  luis  luisa  luke  lullabies  lumber  lunar  lunceford  \\\n",
              "0           0       0     0      0     0          0       0      0          0   \n",
              "1           0       0     0      0     0          0       0      0          0   \n",
              "2           0       0     0      0     0          0       0      0          0   \n",
              "3           0       0     0      0     0          0       0      0          0   \n",
              "4           0       0     0      0     0          0       0      0          0   \n",
              "...       ...     ...   ...    ...   ...        ...     ...    ...        ...   \n",
              "31648       0       0     0      0     0          0       0      0          0   \n",
              "31649       0       0     0      0     0          0       0      0          0   \n",
              "31650       0       0     0      0     0          0       0      0          0   \n",
              "31651       0       0     0      0     0          0       0      0          0   \n",
              "31652       0       0     0      0     0          0       0      0          0   \n",
              "\n",
              "       lunchbox  lunchboxes  lungs  lupe  lupin  lures  lurie  lusitania  \\\n",
              "0             0           0      0     0      0      0      0          0   \n",
              "1             0           0      0     0      0      0      0          0   \n",
              "2             0           0      0     0      0      0      0          0   \n",
              "3             0           0      0     0      0      0      0          0   \n",
              "4             0           0      0     0      0      0      0          0   \n",
              "...         ...         ...    ...   ...    ...    ...    ...        ...   \n",
              "31648         0           0      0     0      0      0      0          0   \n",
              "31649         0           0      0     0      0      0      0          0   \n",
              "31650         0           0      0     0      0      0      0          0   \n",
              "31651         0           0      0     0      0      0      0          0   \n",
              "31652         0           0      0     0      0      0      0          0   \n",
              "\n",
              "       lusseyran  lust  lute  luther  luxury  ly  lydia  lyme  lymphatics  \\\n",
              "0              0     0     0       0       0   0      0     0           0   \n",
              "1              0     0     0       0       0   0      0     0           0   \n",
              "2              0     0     0       0       0   0      0     0           0   \n",
              "3              0     0     0       0       0   0      0     0           0   \n",
              "4              0     0     0       0       0   0      0     0           0   \n",
              "...          ...   ...   ...     ...     ...  ..    ...   ...         ...   \n",
              "31648          0     0     0       0       0   0      0     0           0   \n",
              "31649          0     0     0       0       0   0      0     0           0   \n",
              "31650          0     0     0       0       0   0      0     0           0   \n",
              "31651          0     0     0       0       0   0      0     0           0   \n",
              "31652          0     0     0       0       0   0      0     0           0   \n",
              "\n",
              "       lynch  lynching  lyndon  lynley  lynne  lynx  lyon  lyra  lyricists  \\\n",
              "0          0         0       0       0      0     0     0     0          0   \n",
              "1          0         0       0       0      0     0     0     0          0   \n",
              "2          0         0       0       0      0     0     0     0          0   \n",
              "3          0         0       0       0      0     0     0     0          0   \n",
              "4          0         0       0       0      0     0     0     0          0   \n",
              "...      ...       ...     ...     ...    ...   ...   ...   ...        ...   \n",
              "31648      0         0       0       0      0     0     0     0          0   \n",
              "31649      0         0       0       0      0     0     0     0          0   \n",
              "31650      0         0       0       0      0     0     0     0          0   \n",
              "31651      0         0       0       0      0     0     0     0          0   \n",
              "31652      0         0       0       0      0     0     0     0          0   \n",
              "\n",
              "       lytton  maasai  mac  macao  macarthur  macau  macbeth  maccool  \\\n",
              "0           0       0    0      0          0      0        0        0   \n",
              "1           0       0    0      0          0      0        0        0   \n",
              "2           0       0    0      0          0      0        0        0   \n",
              "3           0       0    0      0          0      0        0        0   \n",
              "4           0       0    0      0          0      0        0        0   \n",
              "...       ...     ...  ...    ...        ...    ...      ...      ...   \n",
              "31648       0       0    0      0          0      0        0        0   \n",
              "31649       0       0    0      0          0      0        0        0   \n",
              "31650       0       0    0      0          0      0        0        0   \n",
              "31651       0       0    0      0          0      0        0        0   \n",
              "31652       0       0    0      0          0      0        0        0   \n",
              "\n",
              "       maccumhaill  macdonald  macedonia  macedonian  machado  machiavelli  \\\n",
              "0                0          0          0           0        0            0   \n",
              "1                0          0          0           0        0            0   \n",
              "2                0          0          0           0        0            0   \n",
              "3                0          0          0           0        0            0   \n",
              "4                0          0          0           0        0            0   \n",
              "...            ...        ...        ...         ...      ...          ...   \n",
              "31648            0          0          0           0        0            0   \n",
              "31649            0          0          0           0        0            0   \n",
              "31650            0          0          0           0        0            0   \n",
              "31651            0          0          0           0        0            0   \n",
              "31652            0          0          0           0        0            0   \n",
              "\n",
              "       machiavellianism  machine  machinery  machines  machismo  machu  \\\n",
              "0                     0        0          0         0         0      0   \n",
              "1                     0        0          0         0         0      0   \n",
              "2                     0        0          0         0         0      0   \n",
              "3                     0        0          0         0         0      0   \n",
              "4                     0        0          0         0         0      0   \n",
              "...                 ...      ...        ...       ...       ...    ...   \n",
              "31648                 0        0          0         0         0      0   \n",
              "31649                 0        0          0         0         0      0   \n",
              "31650                 0        0          0         0         0      0   \n",
              "31651                 0        0          0         0         0      0   \n",
              "31652                 0        0          0         0         0      0   \n",
              "\n",
              "       macintosh  mackay  mackenzie  mackie  maclaine  macmillan  macondo  \\\n",
              "0              0       0          0       0         0          0        0   \n",
              "1              0       0          0       0         0          0        0   \n",
              "2              0       0          0       0         0          0        0   \n",
              "3              0       0          0       0         0          0        0   \n",
              "4              0       0          0       0         0          0        0   \n",
              "...          ...     ...        ...     ...       ...        ...      ...   \n",
              "31648          0       0          0       0         0          0        0   \n",
              "31649          0       0          0       0         0          0        0   \n",
              "31650          0       0          0       0         0          0        0   \n",
              "31651          0       0          0       0         0          0        0   \n",
              "31652          0       0          0       0         0          0        0   \n",
              "\n",
              "       macpherson  macrobiotic  madagascar  madam  madame  made  madeleine  \\\n",
              "0               0            0           0      0       0     0          0   \n",
              "1               0            0           0      0       0     0          0   \n",
              "2               0            0           0      0       0     0          0   \n",
              "3               0            0           0      0       0     0          0   \n",
              "4               0            0           0      0       0     0          0   \n",
              "...           ...          ...         ...    ...     ...   ...        ...   \n",
              "31648           0            0           0      0       0     0          0   \n",
              "31649           0            0           0      0       0     0          0   \n",
              "31650           0            0           0      0       0     0          0   \n",
              "31651           0            0           0      0       0     0          0   \n",
              "31652           0            0           0      0       0     0          0   \n",
              "\n",
              "       madeline  madhyamika  madigan  madison  madog  madres  madriani  \\\n",
              "0             0           0        0        0      0       0         0   \n",
              "1             0           0        0        0      0       0         0   \n",
              "2             0           0        0        0      0       0         0   \n",
              "3             0           0        0        0      0       0         0   \n",
              "4             0           0        0        0      0       0         0   \n",
              "...         ...         ...      ...      ...    ...     ...       ...   \n",
              "31648         0           0        0        0      0       0         0   \n",
              "31649         0           0        0        0      0       0         0   \n",
              "31650         0           0        0        0      0       0         0   \n",
              "31651         0           0        0        0      0       0         0   \n",
              "31652         0           0        0        0      0       0         0   \n",
              "\n",
              "       madrid  madrigals  mads  madsen  mae  mafia  magalh  magazine  magda  \\\n",
              "0           0          0     0       0    0      0       0         0      0   \n",
              "1           0          0     0       0    0      0       0         0      0   \n",
              "2           0          0     0       0    0      0       0         0      0   \n",
              "3           0          0     0       0    0      0       0         0      0   \n",
              "4           0          0     0       0    0      0       0         0      0   \n",
              "...       ...        ...   ...     ...  ...    ...     ...       ...    ...   \n",
              "31648       0          0     0       0    0      0       0         0      0   \n",
              "31649       0          0     0       0    0      0       0         0      0   \n",
              "31650       0          0     0       0    0      0       0         0      0   \n",
              "31651       0          0     0       0    0      0       0         0      0   \n",
              "31652       0          0     0       0    0      0       0         0      0   \n",
              "\n",
              "       magdalena  magdalene  magee  magellanic  maggie  maggiore  maggody  \\\n",
              "0              0          0      0           0       0         0        0   \n",
              "1              0          0      0           0       0         0        0   \n",
              "2              0          0      0           0       0         0        0   \n",
              "3              0          0      0           0       0         0        0   \n",
              "4              0          0      0           0       0         0        0   \n",
              "...          ...        ...    ...         ...     ...       ...      ...   \n",
              "31648          0          0      0           0       0         0        0   \n",
              "31649          0          0      0           0       0         0        0   \n",
              "31650          0          0      0           0       0         0        0   \n",
              "31651          0          0      0           0       0         0        0   \n",
              "31652          0          0      0           0       0         0        0   \n",
              "\n",
              "       magic  magicians  magistral  magna  magnesium  magnetic  magnetism  \\\n",
              "0          0          0          0      0          0         0          0   \n",
              "1          0          0          0      0          0         0          0   \n",
              "2          0          0          0      0          0         0          0   \n",
              "3          0          0          0      0          0         0          0   \n",
              "4          0          0          0      0          0         0          0   \n",
              "...      ...        ...        ...    ...        ...       ...        ...   \n",
              "31648      0          0          0      0          0         0          0   \n",
              "31649      0          0          0      0          0         0          0   \n",
              "31650      0          0          0      0          0         0          0   \n",
              "31651      0          0          0      0          0         0          0   \n",
              "31652      0          0          0      0          0         0          0   \n",
              "\n",
              "       magnetotherapy  magnets  magnificat  magnificent  magnifying  magnuson  \\\n",
              "0                   0        0           0            0           0         0   \n",
              "1                   0        0           0            0           0         0   \n",
              "2                   0        0           0            0           0         0   \n",
              "3                   0        0           0            0           0         0   \n",
              "4                   0        0           0            0           0         0   \n",
              "...               ...      ...         ...          ...         ...       ...   \n",
              "31648               0        0           0            0           0         0   \n",
              "31649               0        0           0            0           0         0   \n",
              "31650               0        0           0            0           0         0   \n",
              "31651               0        0           0            0           0         0   \n",
              "31652               0        0           0            0           0         0   \n",
              "\n",
              "       magritte  mah  mahalia  mahamudra  mahatma  mahayana  mahdi  mahdia  \\\n",
              "0             0    0        0          0        0         0      0       0   \n",
              "1             0    0        0          0        0         0      0       0   \n",
              "2             0    0        0          0        0         0      0       0   \n",
              "3             0    0        0          0        0         0      0       0   \n",
              "4             0    0        0          0        0         0      0       0   \n",
              "...         ...  ...      ...        ...      ...       ...    ...     ...   \n",
              "31648         0    0        0          0        0         0      0       0   \n",
              "31649         0    0        0          0        0         0      0       0   \n",
              "31650         0    0        0          0        0         0      0       0   \n",
              "31651         0    0        0          0        0         0      0       0   \n",
              "31652         0    0        0          0        0         0      0       0   \n",
              "\n",
              "       mahdism  mahfuz  mahler  mahlsdorf  mahoney  maigret  maiia  mail  \\\n",
              "0            0       0       0          0        0        0      0     0   \n",
              "1            0       0       0          0        0        0      0     0   \n",
              "2            0       0       0          0        0        0      0     0   \n",
              "3            0       0       0          0        0        0      0     0   \n",
              "4            0       0       0          0        0        0      0     0   \n",
              "...        ...     ...     ...        ...      ...      ...    ...   ...   \n",
              "31648        0       0       0          0        0        0      0     0   \n",
              "31649        0       0       0          0        0        0      0     0   \n",
              "31650        0       0       0          0        0        0      0     0   \n",
              "31651        0       0       0          0        0        0      0     0   \n",
              "31652        0       0       0          0        0        0      0     0   \n",
              "\n",
              "       main  maine  mainstreaming  maintenance  maisy  major  makah  makanya  \\\n",
              "0         0      0              0            0      0      0      0        0   \n",
              "1         0      0              0            0      0      0      0        0   \n",
              "2         0      0              0            0      0      0      0        0   \n",
              "3         0      0              0            0      0      0      0        0   \n",
              "4         0      0              0            0      0      0      0        0   \n",
              "...     ...    ...            ...          ...    ...    ...    ...      ...   \n",
              "31648     0      0              0            0      0      0      0        0   \n",
              "31649     0      0              0            0      0      0      0        0   \n",
              "31650     0      0              0            0      0      0      0        0   \n",
              "31651     0      0              0            0      0      0      0        0   \n",
              "31652     0      0              0            0      0      0      0        0   \n",
              "\n",
              "       make  makers  makeup  making  malabar  malagasy  malapropisms  malaya  \\\n",
              "0         0       0       0       0        0         0             0       0   \n",
              "1         0       0       0       0        0         0             0       0   \n",
              "2         0       0       0       0        0         0             0       0   \n",
              "3         0       0       0       0        0         0             0       0   \n",
              "4         0       0       0       0        0         0             0       0   \n",
              "...     ...     ...     ...     ...      ...       ...           ...     ...   \n",
              "31648     0       0       0       0        0         0             0       0   \n",
              "31649     0       0       0       0        0         0             0       0   \n",
              "31650     0       0       0       0        0         0             0       0   \n",
              "31651     0       0       0       0        0         0             0       0   \n",
              "31652     0       0       0       0        0         0             0       0   \n",
              "\n",
              "       malaysia  malcolm  maldives  male  mali  malicious  malingering  mall  \\\n",
              "0             0        0         0     0     0          0            0     0   \n",
              "1             0        0         0     0     0          0            0     0   \n",
              "2             0        0         0     0     0          0            0     0   \n",
              "3             0        0         0     0     0          0            0     0   \n",
              "4             0        0         0     0     0          0            0     0   \n",
              "...         ...      ...       ...   ...   ...        ...          ...   ...   \n",
              "31648         0        0         0     0     0          0            0     0   \n",
              "31649         0        0         0     0     0          0            0     0   \n",
              "31650         0        0         0     0     0          0            0     0   \n",
              "31651         0        0         0     0     0          0            0     0   \n",
              "31652         0        0         0     0     0          0            0     0   \n",
              "\n",
              "       mallahan  mallorea  mallory  mallowan  malloy  malls  malory  malta  \\\n",
              "0             0         0        0         0       0      0       0      0   \n",
              "1             0         0        0         0       0      0       0      0   \n",
              "2             0         0        0         0       0      0       0      0   \n",
              "3             0         0        0         0       0      0       0      0   \n",
              "4             0         0        0         0       0      0       0      0   \n",
              "...         ...       ...      ...       ...     ...    ...     ...    ...   \n",
              "31648         0         0        0         0       0      0       0      0   \n",
              "31649         0         0        0         0       0      0       0      0   \n",
              "31650         0         0        0         0       0      0       0      0   \n",
              "31651         0         0        0         0       0      0       0      0   \n",
              "31652         0         0        0         0       0      0       0      0   \n",
              "\n",
              "       maltese  mam  mambo  mambos  mamie  mammals  mammoth  mammoths  man  \\\n",
              "0            0    0      0       0      0        0        0         0    0   \n",
              "1            0    0      0       0      0        0        0         0    0   \n",
              "2            0    0      0       0      0        0        0         0    0   \n",
              "3            0    0      0       0      0        0        0         0    0   \n",
              "4            0    0      0       0      0        0        0         0    0   \n",
              "...        ...  ...    ...     ...    ...      ...      ...       ...  ...   \n",
              "31648        0    0      0       0      0        0        0         0    0   \n",
              "31649        0    0      0       0      0        0        0         0    0   \n",
              "31650        0    0      0       0      0        0        0         0    0   \n",
              "31651        0    0      0       0      0        0        0         0    0   \n",
              "31652        0    0      0       0      0        0        0         0    0   \n",
              "\n",
              "       managemen  management  managerial  managers  managing  manatees  \\\n",
              "0              0           0           0         0         0         0   \n",
              "1              0           0           0         0         0         0   \n",
              "2              0           0           0         0         0         0   \n",
              "3              0           0           0         0         0         0   \n",
              "4              0           0           0         0         0         0   \n",
              "...          ...         ...         ...       ...       ...       ...   \n",
              "31648          0           0           0         0         0         0   \n",
              "31649          0           0           0         0         0         0   \n",
              "31650          0           0           0         0         0         0   \n",
              "31651          0           0           0         0         0         0   \n",
              "31652          0           0           0         0         0         0   \n",
              "\n",
              "       mancha  manchester  manchurian  mandala  mandalay  mandarin  mandela  \\\n",
              "0           0           0           0        0         0         0        0   \n",
              "1           0           0           0        0         0         0        0   \n",
              "2           0           0           0        0         0         0        0   \n",
              "3           0           0           0        0         0         0        0   \n",
              "4           0           0           0        0         0         0        0   \n",
              "...       ...         ...         ...      ...       ...       ...      ...   \n",
              "31648       0           0           0        0         0         0        0   \n",
              "31649       0           0           0        0         0         0        0   \n",
              "31650       0           0           0        0         0         0        0   \n",
              "31651       0           0           0        0         0         0        0   \n",
              "31652       0           0           0        0         0         0        0   \n",
              "\n",
              "       mandelshtam  mandingo  mandolin  mandolins  mandy  manet  mangin  \\\n",
              "0                0         0         0          0      0      0       0   \n",
              "1                0         0         0          0      0      0       0   \n",
              "2                0         0         0          0      0      0       0   \n",
              "3                0         0         0          0      0      0       0   \n",
              "4                0         0         0          0      0      0       0   \n",
              "...            ...       ...       ...        ...    ...    ...     ...   \n",
              "31648            0         0         0          0      0      0       0   \n",
              "31649            0         0         0          0      0      0       0   \n",
              "31650            0         0         0          0      0      0       0   \n",
              "31651            0         0         0          0      0      0       0   \n",
              "31652            0         0         0          0      0      0       0   \n",
              "\n",
              "       mangrove  manhattan  manheimer  manhunter  mania  manic  manila  \\\n",
              "0             0          0          0          0      0      0       0   \n",
              "1             0          0          0          0      0      0       0   \n",
              "2             0          0          0          0      0      0       0   \n",
              "3             0          0          0          0      0      0       0   \n",
              "4             0          0          0          0      0      0       0   \n",
              "...         ...        ...        ...        ...    ...    ...     ...   \n",
              "31648         0          0          0          0      0      0       0   \n",
              "31649         0          0          0          0      0      0       0   \n",
              "31650         0          0          0          0      0      0       0   \n",
              "31651         0          0          0          0      0      0       0   \n",
              "31652         0          0          0          0      0      0       0   \n",
              "\n",
              "       manipulative  manitoba  mann  mannequins  manners  manning  manolo  \\\n",
              "0                 0         0     0           0        0        0       0   \n",
              "1                 0         0     0           0        0        0       0   \n",
              "2                 0         0     0           0        0        0       0   \n",
              "3                 0         0     0           0        0        0       0   \n",
              "4                 0         0     0           0        0        0       0   \n",
              "...             ...       ...   ...         ...      ...      ...     ...   \n",
              "31648             0         0     0           0        0        0       0   \n",
              "31649             0         0     0           0        0        0       0   \n",
              "31650             0         0     0           0        0        0       0   \n",
              "31651             0         0     0           0        0        0       0   \n",
              "31652             0         0     0           0        0        0       0   \n",
              "\n",
              "       manpower  mansion  mansions  manson  mantel  mantis  manu  manual  \\\n",
              "0             0        0         0       0       0       0     0       0   \n",
              "1             0        0         0       0       0       0     0       0   \n",
              "2             0        0         0       0       0       0     0       0   \n",
              "3             0        0         0       0       0       0     0       0   \n",
              "4             0        0         0       0       0       0     0       0   \n",
              "...         ...      ...       ...     ...     ...     ...   ...     ...   \n",
              "31648         0        0         0       0       0       0     0       0   \n",
              "31649         0        0         0       0       0       0     0       0   \n",
              "31650         0        0         0       0       0       0     0       0   \n",
              "31651         0        0         0       0       0       0     0       0   \n",
              "31652         0        0         0       0       0       0     0       0   \n",
              "\n",
              "       manuals  manuel  manufacture  manufacturing  manuscripts  manzanar  \\\n",
              "0            0       0            0              0            0         0   \n",
              "1            0       0            0              0            0         0   \n",
              "2            0       0            0              0            0         0   \n",
              "3            0       0            0              0            0         0   \n",
              "4            0       0            0              0            0         0   \n",
              "...        ...     ...          ...            ...          ...       ...   \n",
              "31648        0       0            0              0            0         0   \n",
              "31649        0       0            0              0            0         0   \n",
              "31650        0       0            0              0            0         0   \n",
              "31651        0       0            0              0            0         0   \n",
              "31652        0       0            0              0            0         0   \n",
              "\n",
              "       mao  maori  map  maple  mapp  maps  maratha  marathon  marbling  marc  \\\n",
              "0        0      0    0      0     0     0        0         0         0     0   \n",
              "1        0      0    0      0     0     0        0         0         0     0   \n",
              "2        0      0    0      0     0     0        0         0         0     0   \n",
              "3        0      0    0      0     0     0        0         0         0     0   \n",
              "4        0      0    0      0     0     0        0         0         0     0   \n",
              "...    ...    ...  ...    ...   ...   ...      ...       ...       ...   ...   \n",
              "31648    0      0    0      0     0     0        0         0         0     0   \n",
              "31649    0      0    0      0     0     0        0         0         0     0   \n",
              "31650    0      0    0      0     0     0        0         0         0     0   \n",
              "31651    0      0    0      0     0     0        0         0         0     0   \n",
              "31652    0      0    0      0     0     0        0         0         0     0   \n",
              "\n",
              "       marcel  march  marches  marchese  marching  marcia  marco  marconi  \\\n",
              "0           0      0        0         0         0       0      0        0   \n",
              "1           0      0        0         0         0       0      0        0   \n",
              "2           0      0        0         0         0       0      0        0   \n",
              "3           0      0        0         0         0       0      0        0   \n",
              "4           0      0        0         0         0       0      0        0   \n",
              "...       ...    ...      ...       ...       ...     ...    ...      ...   \n",
              "31648       0      0        0         0         0       0      0        0   \n",
              "31649       0      0        0         0         0       0      0        0   \n",
              "31650       0      0        0         0         0       0      0        0   \n",
              "31651       0      0        0         0         0       0      0        0   \n",
              "31652       0      0        0         0         0       0      0        0   \n",
              "\n",
              "       marcos  marcus  margaret  margery  marginality  margolin  marguerite  \\\n",
              "0           0       0         0        0            0         0           0   \n",
              "1           0       0         0        0            0         0           0   \n",
              "2           0       0         0        0            0         0           0   \n",
              "3           0       0         0        0            0         0           0   \n",
              "4           0       0         0        0            0         0           0   \n",
              "...       ...     ...       ...      ...          ...       ...         ...   \n",
              "31648       0       0         0        0            0         0           0   \n",
              "31649       0       0         0        0            0         0           0   \n",
              "31650       0       0         0        0            0         0           0   \n",
              "31651       0       0         0        0            0         0           0   \n",
              "31652       0       0         0        0            0         0           0   \n",
              "\n",
              "       maria  marian  mariani  marianne  marie  marijuana  marilyn  marimba  \\\n",
              "0          0       0        0         0      0          0        0        0   \n",
              "1          0       0        0         0      0          0        0        0   \n",
              "2          0       0        0         0      0          0        0        0   \n",
              "3          0       0        0         0      0          0        0        0   \n",
              "4          0       0        0         0      0          0        0        0   \n",
              "...      ...     ...      ...       ...    ...        ...      ...      ...   \n",
              "31648      0       0        0         0      0          0        0        0   \n",
              "31649      0       0        0         0      0          0        0        0   \n",
              "31650      0       0        0         0      0          0        0        0   \n",
              "31651      0       0        0         0      0          0        0        0   \n",
              "31652      0       0        0         0      0          0        0        0   \n",
              "\n",
              "       marimbas  marina  marinades  marinas  marine  mariners  marines  mario  \\\n",
              "0             0       0          0        0       0         0        0      0   \n",
              "1             0       0          0        0       0         0        0      0   \n",
              "2             0       0          0        0       0         0        0      0   \n",
              "3             0       0          0        0       0         0        0      0   \n",
              "4             0       0          0        0       0         0        0      0   \n",
              "...         ...     ...        ...      ...     ...       ...      ...    ...   \n",
              "31648         0       0          0        0       0         0        0      0   \n",
              "31649         0       0          0        0       0         0        0      0   \n",
              "31650         0       0          0        0       0         0        0      0   \n",
              "31651         0       0          0        0       0         0        0      0   \n",
              "31652         0       0          0        0       0         0        0      0   \n",
              "\n",
              "       marion  marital  mark  markby  market  marketing  markets  markham  \\\n",
              "0           0        0     0       0       0          0        0        0   \n",
              "1           0        0     0       0       0          0        0        0   \n",
              "2           0        0     0       0       0          0        0        0   \n",
              "3           0        0     0       0       0          0        0        0   \n",
              "4           0        0     0       0       0          0        0        0   \n",
              "...       ...      ...   ...     ...     ...        ...      ...      ...   \n",
              "31648       0        0     0       0       0          0        0        0   \n",
              "31649       0        0     0       0       0          0        0        0   \n",
              "31650       0        0     0       0       0          0        0        0   \n",
              "31651       0        0     0       0       0          0        0        0   \n",
              "31652       0        0     0       0       0          0        0        0   \n",
              "\n",
              "       marking  markova  marks  markup  marla  marlena  marlene  marley  \\\n",
              "0            0        0      0       0      0        0        0       0   \n",
              "1            0        0      0       0      0        0        0       0   \n",
              "2            0        0      0       0      0        0        0       0   \n",
              "3            0        0      0       0      0        0        0       0   \n",
              "4            0        0      0       0      0        0        0       0   \n",
              "...        ...      ...    ...     ...    ...      ...      ...     ...   \n",
              "31648        0        0      0       0      0        0        0       0   \n",
              "31649        0        0      0       0      0        0        0       0   \n",
              "31650        0        0      0       0      0        0        0       0   \n",
              "31651        0        0      0       0      0        0        0       0   \n",
              "31652        0        0      0       0      0        0        0       0   \n",
              "\n",
              "       marlon  marlowe  maron  marple  marples  marquis  marriage  marriages  \\\n",
              "0           0        0      0       0        0        0         0          0   \n",
              "1           0        0      0       0        0        0         0          0   \n",
              "2           0        0      0       0        0        0         0          0   \n",
              "3           0        0      0       0        0        0         0          0   \n",
              "4           0        0      0       0        0        0         0          0   \n",
              "...       ...      ...    ...     ...      ...      ...       ...        ...   \n",
              "31648       0        0      0       0        0        0         0          0   \n",
              "31649       0        0      0       0        0        0         0          0   \n",
              "31650       0        0      0       0        0        0         0          0   \n",
              "31651       0        0      0       0        0        0         0          0   \n",
              "31652       0        0      0       0        0        0         0          0   \n",
              "\n",
              "       married  marrow  mars  marsden  marsh  marshal  marshall  marshals  \\\n",
              "0            0       0     0        0      0        0         0         0   \n",
              "1            0       0     0        0      0        0         0         0   \n",
              "2            0       0     0        0      0        0         0         0   \n",
              "3            0       0     0        0      0        0         0         0   \n",
              "4            0       0     0        0      0        0         0         0   \n",
              "...        ...     ...   ...      ...    ...      ...       ...       ...   \n",
              "31648        0       0     0        0      0        0         0         0   \n",
              "31649        0       0     0        0      0        0         0         0   \n",
              "31650        0       0     0        0      0        0         0         0   \n",
              "31651        0       0     0        0      0        0         0         0   \n",
              "31652        0       0     0        0      0        0         0         0   \n",
              "\n",
              "       marshburn  marshes  marsupials  mart  martha  marthas  martial  \\\n",
              "0              0        0           0     0       0        0        0   \n",
              "1              0        0           0     0       0        0        0   \n",
              "2              0        0           0     0       0        0        0   \n",
              "3              0        0           0     0       0        0        0   \n",
              "4              0        0           0     0       0        0        0   \n",
              "...          ...      ...         ...   ...     ...      ...      ...   \n",
              "31648          0        0           0     0       0        0        0   \n",
              "31649          0        0           0     0       0        0        0   \n",
              "31650          0        0           0     0       0        0        0   \n",
              "31651          0        0           0     0       0        0        0   \n",
              "31652          0        0           0     0       0        0        0   \n",
              "\n",
              "       martian  martians  martin  martinelli  martinique  martinis  martyrs  \\\n",
              "0            0         0       0           0           0         0        0   \n",
              "1            0         0       0           0           0         0        0   \n",
              "2            0         0       0           0           0         0        0   \n",
              "3            0         0       0           0           0         0        0   \n",
              "4            0         0       0           0           0         0        0   \n",
              "...        ...       ...     ...         ...         ...       ...      ...   \n",
              "31648        0         0       0           0           0         0        0   \n",
              "31649        0         0       0           0           0         0        0   \n",
              "31650        0         0       0           0           0         0        0   \n",
              "31651        0         0       0           0           0         0        0   \n",
              "31652        0         0       0           0           0         0        0   \n",
              "\n",
              "       marvell  marvin  marx  mary  marya  maryland  masao  masculinity  \\\n",
              "0            0       0     0     0      0         0      0            0   \n",
              "1            0       0     0     0      0         0      0            0   \n",
              "2            0       0     0     0      0         0      0            0   \n",
              "3            0       0     0     0      0         1      0            0   \n",
              "4            0       0     0     0      0         0      0            0   \n",
              "...        ...     ...   ...   ...    ...       ...    ...          ...   \n",
              "31648        0       0     0     0      0         0      0            0   \n",
              "31649        0       0     0     0      0         0      0            0   \n",
              "31650        0       0     0     0      0         0      0            0   \n",
              "31651        0       0     0     0      0         0      0            0   \n",
              "31652        0       0     0     0      0         0      0            0   \n",
              "\n",
              "       mashpee  masjid  mask  masks  maslow  mason  masonic  masonry  mass  \\\n",
              "0            0       0     0      0       0      0        0        0     0   \n",
              "1            0       0     0      0       0      0        0        0     0   \n",
              "2            0       0     0      0       0      0        0        0     0   \n",
              "3            0       0     0      0       0      0        0        0     0   \n",
              "4            0       0     0      0       0      0        0        0     0   \n",
              "...        ...     ...   ...    ...     ...    ...      ...      ...   ...   \n",
              "31648        0       0     0      0       0      0        0        0     0   \n",
              "31649        0       0     0      0       0      0        0        0     0   \n",
              "31650        0       0     0      0       0      0        0        0     0   \n",
              "31651        0       0     0      0       0      0        0        0     0   \n",
              "31652        0       0     0      0       0      0        0        0     0   \n",
              "\n",
              "       massachusetts  massacre  massacres  massage  masses  master  \\\n",
              "0                  0         0          0        0       0       0   \n",
              "1                  0         0          0        0       0       0   \n",
              "2                  0         0          0        0       0       0   \n",
              "3                  0         0          0        0       0       0   \n",
              "4                  0         0          0        0       0       0   \n",
              "...              ...       ...        ...      ...     ...     ...   \n",
              "31648              0         0          0        0       0       0   \n",
              "31649              0         0          0        0       0       0   \n",
              "31650              0         0          0        0       0       0   \n",
              "31651              0         0          0        0       0       0   \n",
              "31652              0         0          0        0       0       0   \n",
              "\n",
              "       masterpiece  masters  matarenga  matches  matchmakers  mate  mater  \\\n",
              "0                0        0          0        0            0     0      0   \n",
              "1                0        0          0        0            0     0      0   \n",
              "2                0        0          0        0            0     0      0   \n",
              "3                0        0          0        0            0     0      0   \n",
              "4                0        0          0        0            0     0      0   \n",
              "...            ...      ...        ...      ...          ...   ...    ...   \n",
              "31648            0        0          0        0            0     0      0   \n",
              "31649            0        0          0        0            0     0      0   \n",
              "31650            0        0          0        0            0     0      0   \n",
              "31651            0        0          0        0            0     0      0   \n",
              "31652            0        0          0        0            0     0      0   \n",
              "\n",
              "       materia  material  materialism  materials  maternal  mates  math  \\\n",
              "0            0         0            0          0         0      0     0   \n",
              "1            0         0            0          0         0      0     0   \n",
              "2            0         0            0          0         0      0     0   \n",
              "3            0         0            0          0         0      0     0   \n",
              "4            0         0            0          0         0      0     0   \n",
              "...        ...       ...          ...        ...       ...    ...   ...   \n",
              "31648        0         0            0          0         0      0     0   \n",
              "31649        0         0            0          0         0      0     0   \n",
              "31650        0         0            0          0         0      0     0   \n",
              "31651        0         0            0          0         0      0     0   \n",
              "31652        0         0            0          0         0      0     0   \n",
              "\n",
              "       mathematical  mathematicians  mathematics  mathilde  mathison  matilda  \\\n",
              "0                 0               0            0         0         0        0   \n",
              "1                 0               0            0         0         0        0   \n",
              "2                 0               0            0         0         0        0   \n",
              "3                 0               0            0         0         0        0   \n",
              "4                 0               0            0         0         0        0   \n",
              "...             ...             ...          ...       ...       ...      ...   \n",
              "31648             0               0            0         0         0        0   \n",
              "31649             0               0            0         0         0        0   \n",
              "31650             0               0            0         0         0        0   \n",
              "31651             0               0            0         0         0        0   \n",
              "31652             0               0            0         0         0        0   \n",
              "\n",
              "       matisse  matriarch  matriarchy  matsuo  matsushita  matt  matta  \\\n",
              "0            0          0           0       0           0     0      0   \n",
              "1            0          0           0       0           0     0      0   \n",
              "2            0          0           0       0           0     0      0   \n",
              "3            0          0           0       0           0     0      0   \n",
              "4            0          0           0       0           0     0      0   \n",
              "...        ...        ...         ...     ...         ...   ...    ...   \n",
              "31648        0          0           0       0           0     0      0   \n",
              "31649        0          0           0       0           0     0      0   \n",
              "31650        0          0           0       0           0     0      0   \n",
              "31651        0          0           0       0           0     0      0   \n",
              "31652        0          0           0       0           0     0      0   \n",
              "\n",
              "       matter  matth  matthew  matthews  maturation  maturin  mau  maugham  \\\n",
              "0           0      0        0         0           0        0    0        0   \n",
              "1           0      0        0         0           0        0    0        0   \n",
              "2           0      0        0         0           0        0    0        0   \n",
              "3           0      0        0         0           0        0    0        0   \n",
              "4           0      0        0         0           0        0    0        0   \n",
              "...       ...    ...      ...       ...         ...      ...  ...      ...   \n",
              "31648       0      0        0         0           0        0    0        0   \n",
              "31649       0      0        0         0           0        0    0        0   \n",
              "31650       0      0        0         0           0        0    0        0   \n",
              "31651       0      0        0         0           0        0    0        0   \n",
              "31652       0      0        0         0           0        0    0        0   \n",
              "\n",
              "       maui  maul  maulana  maureen  maurice  mauritian  mauritius  maurits  \\\n",
              "0         0     0        0        0        0          0          0        0   \n",
              "1         0     0        0        0        0          0          0        0   \n",
              "2         0     0        0        0        0          0          0        0   \n",
              "3         0     0        0        0        0          0          0        0   \n",
              "4         0     0        0        0        0          0          0        0   \n",
              "...     ...   ...      ...      ...      ...        ...        ...      ...   \n",
              "31648     0     0        0        0        0          0          0        0   \n",
              "31649     0     0        0        0        0          0          0        0   \n",
              "31650     0     0        0        0        0          0          0        0   \n",
              "31651     0     0        0        0        0          0          0        0   \n",
              "31652     0     0        0        0        0          0          0        0   \n",
              "\n",
              "       mawson  max  maximilien  maxims  maxine  maxwell  may  maya  mayas  \\\n",
              "0           0    0           0       0       0        0    0     0      0   \n",
              "1           0    0           0       0       0        0    0     0      0   \n",
              "2           0    0           0       0       0        0    0     0      0   \n",
              "3           0    0           0       0       0        0    0     0      0   \n",
              "4           0    0           0       0       0        0    0     0      0   \n",
              "...       ...  ...         ...     ...     ...      ...  ...   ...    ...   \n",
              "31648       0    0           0       0       0        0    0     0      0   \n",
              "31649       0    0           0       0       0        0    0     0      0   \n",
              "31650       0    0           0       0       0        0    0     0      0   \n",
              "31651       0    0           0       0       0        0    0     0      0   \n",
              "31652       0    0           0       0       0        0    0     0      0   \n",
              "\n",
              "       mayes  mayfair  mayflower  mayle  mayo  mayors  mazda  maze  mazed  \\\n",
              "0          0        0          0      0     0       0      0     0      0   \n",
              "1          0        0          0      0     0       0      0     0      0   \n",
              "2          0        0          0      0     2       0      0     0      0   \n",
              "3          0        0          0      0     0       0      0     0      0   \n",
              "4          0        0          0      0     0       0      0     0      0   \n",
              "...      ...      ...        ...    ...   ...     ...    ...   ...    ...   \n",
              "31648      0        0          0      0     0       0      0     0      0   \n",
              "31649      0        0          0      0     0       0      0     0      0   \n",
              "31650      0        0          0      0     0       0      0     0      0   \n",
              "31651      0        0          0      0     0       0      0     0      0   \n",
              "31652      0        0          0      0     0       0      0     0      0   \n",
              "\n",
              "       mazepa  mazes  mbembe  mcaliskey  mcallester  mccaffrey  mccain  \\\n",
              "0           0      0       0          0           0          0       0   \n",
              "1           0      0       0          0           0          0       0   \n",
              "2           0      0       0          0           0          0       0   \n",
              "3           0      0       0          0           0          0       0   \n",
              "4           0      0       0          0           0          0       0   \n",
              "...       ...    ...     ...        ...         ...        ...     ...   \n",
              "31648       0      0       0          0           0          0       0   \n",
              "31649       0      0       0          0           0          0       0   \n",
              "31650       0      0       0          0           0          0       0   \n",
              "31651       0      0       0          0           0          0       0   \n",
              "31652       0      0       0          0           0          0       0   \n",
              "\n",
              "       mccallie  mccandless  mccarthy  mccone  mccormack  mccourt  mccracken  \\\n",
              "0             0           0         0       0          0        0          0   \n",
              "1             0           0         0       0          0        0          0   \n",
              "2             0           0         0       0          0        0          0   \n",
              "3             0           0         0       0          0        0          0   \n",
              "4             0           0         0       0          0        0          0   \n",
              "...         ...         ...       ...     ...        ...      ...        ...   \n",
              "31648         0           0         0       0          0        0          0   \n",
              "31649         0           0         0       0          0        0          0   \n",
              "31650         0           0         0       0          0        0          0   \n",
              "31651         0           0         0       0          0        0          0   \n",
              "31652         0           0         0       0          0        0          0   \n",
              "\n",
              "       mcdonald  mcdonnell  mcduck  mcewan  mcgarr  mcgee  mcgeough  mcgrail  \\\n",
              "0             0          0       0       0       0      0         0        0   \n",
              "1             0          0       0       0       0      0         0        0   \n",
              "2             0          0       0       0       0      0         0        0   \n",
              "3             0          0       0       0       0      0         0        0   \n",
              "4             0          0       0       0       0      0         0        0   \n",
              "...         ...        ...     ...     ...     ...    ...       ...      ...   \n",
              "31648         0          0       0       0       0      0         0        0   \n",
              "31649         0          0       0       0       0      0         0        0   \n",
              "31650         0          0       0       0       0      0         0        0   \n",
              "31651         0          0       0       0       0      0         0        0   \n",
              "31652         0          0       0       0       0      0         0        0   \n",
              "\n",
              "       mcguire  mckenna  mckinley  mckinney  mcknight  mclanahan  mclaughlin  \\\n",
              "0            0        0         0         0         0          0           0   \n",
              "1            0        0         0         0         0          0           0   \n",
              "2            0        0         0         0         0          0           0   \n",
              "3            0        0         0         0         0          0           0   \n",
              "4            0        0         0         0         0          0           0   \n",
              "...        ...      ...       ...       ...       ...        ...         ...   \n",
              "31648        0        0         0         0         0          0           0   \n",
              "31649        0        0         0         0         0          0           0   \n",
              "31650        0        0         0         0         0          0           0   \n",
              "31651        0        0         0         0         0          0           0   \n",
              "31652        0        0         0         0         0          0           0   \n",
              "\n",
              "       mcnally  mcnames  mcneill  mcnulty  mcqueen  mctavish  mcvicar  md  \\\n",
              "0            0        0        0        0        0         0        0   0   \n",
              "1            0        0        0        0        0         0        0   0   \n",
              "2            0        0        0        0        0         0        0   0   \n",
              "3            0        0        0        0        0         0        0   1   \n",
              "4            0        0        0        0        0         0        0   0   \n",
              "...        ...      ...      ...      ...      ...       ...      ...  ..   \n",
              "31648        0        0        0        0        0         0        0   0   \n",
              "31649        0        0        0        0        0         0        0   0   \n",
              "31650        0        0        0        0        0         0        0   0   \n",
              "31651        0        0        0        0        0         0        0   0   \n",
              "31652        0        0        0        0        0         0        0   0   \n",
              "\n",
              "       mead  meadow  meaning  means  measles  measured  measurement  \\\n",
              "0         0       0        0      0        0         0            0   \n",
              "1         0       0        0      0        0         0            0   \n",
              "2         0       0        0      0        0         0            0   \n",
              "3         0       0        0      0        0         0            0   \n",
              "4         0       0        0      0        0         0            0   \n",
              "...     ...     ...      ...    ...      ...       ...          ...   \n",
              "31648     0       0        0      0        0         0            0   \n",
              "31649     0       0        0      0        0         0            0   \n",
              "31650     0       0        0      0        0         0            0   \n",
              "31651     0       0        0      0        0         0            0   \n",
              "31652     0       0        0      0        0         0            0   \n",
              "\n",
              "       measurements  measures  meat  mecca  mechanical  mechanics  mechanized  \\\n",
              "0                 0         0     0      0           0          0           0   \n",
              "1                 0         0     0      0           0          0           0   \n",
              "2                 0         0     0      0           0          0           0   \n",
              "3                 0         0     0      0           0          0           0   \n",
              "4                 0         0     0      0           0          0           0   \n",
              "...             ...       ...   ...    ...         ...        ...         ...   \n",
              "31648             0         0     0      0           0          0           0   \n",
              "31649             0         0     0      0           0          0           0   \n",
              "31650             0         0     0      0           0          0           0   \n",
              "31651             0         0     0      0           0          0           0   \n",
              "31652             0         0     0      0           0          0           0   \n",
              "\n",
              "       mecums  medal  medell  media  mediation  medica  medical  medicare  \\\n",
              "0           0      0       0      0          0       0        0         0   \n",
              "1           0      0       0      0          0       0        0         0   \n",
              "2           0      0       0      0          0       0        0         0   \n",
              "3           0      0       0      0          0       0        0         0   \n",
              "4           0      0       0      0          0       0        0         0   \n",
              "...       ...    ...     ...    ...        ...     ...      ...       ...   \n",
              "31648       0      0       0      0          0       0        0         0   \n",
              "31649       0      0       0      0          0       0        0         0   \n",
              "31650       0      0       0      0          0       0        0         0   \n",
              "31651       0      0       0      0          0       0        0         0   \n",
              "31652       0      0       0      0          0       0        0         0   \n",
              "\n",
              "       medication  medici  medicinal  medicine  medieval  medievalism  \\\n",
              "0               0       0          0         0         0            0   \n",
              "1               0       0          0         0         0            0   \n",
              "2               0       0          0         0         0            0   \n",
              "3               0       0          0         0         0            0   \n",
              "4               0       0          0         0         0            0   \n",
              "...           ...     ...        ...       ...       ...          ...   \n",
              "31648           0       0          0         0         0            0   \n",
              "31649           0       0          0         0         0            0   \n",
              "31650           0       0          0         0         0            0   \n",
              "31651           0       0          0         0         0            0   \n",
              "31652           0       0          0         0         0            0   \n",
              "\n",
              "       medievalists  meditation  meditations  mediterranean  medium  mediums  \\\n",
              "0                 0           0            0              0       0        0   \n",
              "1                 0           0            0              0       0        0   \n",
              "2                 0           0            0              0       0        0   \n",
              "3                 0           0            0              0       0        0   \n",
              "4                 0           0            0              0       0        0   \n",
              "...             ...         ...          ...            ...     ...      ...   \n",
              "31648             0           0            0              0       0        0   \n",
              "31649             0           0            0              0       0        0   \n",
              "31650             0           0            0              0       0        0   \n",
              "31651             0           0            0              0       0        0   \n",
              "31652             0           0            0              0       0        0   \n",
              "\n",
              "       medusa  medved  meek  meerkat  meetings  meg  megalithic  meiji  meili  \\\n",
              "0           0       0     0        0         0    0           0      0      0   \n",
              "1           0       0     0        0         0    0           0      0      0   \n",
              "2           0       0     0        0         0    0           0      0      0   \n",
              "3           0       0     0        0         0    0           0      0      0   \n",
              "4           0       0     0        0         0    0           0      0      0   \n",
              "...       ...     ...   ...      ...       ...  ...         ...    ...    ...   \n",
              "31648       0       0     0        0         0    0           0      0      0   \n",
              "31649       0       0     0        0         0    0           0      0      0   \n",
              "31650       0       0     0        0         0    0           0      0      0   \n",
              "31651       0       0     0        0         0    0           0      0      0   \n",
              "31652       0       0     0        0         0    0           0      0      0   \n",
              "\n",
              "       meir  mekong  mekranoti  melanie  melanoma  melba  melbourne  melchior  \\\n",
              "0         0       0          0        0         0      0          0         0   \n",
              "1         0       0          0        0         0      0          0         0   \n",
              "2         0       0          0        0         0      0          0         0   \n",
              "3         0       0          0        0         0      0          0         0   \n",
              "4         0       0          0        0         0      0          0         0   \n",
              "...     ...     ...        ...      ...       ...    ...        ...       ...   \n",
              "31648     0       0          0        0         0      0          0         0   \n",
              "31649     0       0          0        0         0      0          0         0   \n",
              "31650     0       0          0        0         0      0          0         0   \n",
              "31651     0       0          0        0         0      0          0         0   \n",
              "31652     0       0          0        0         0      0          0         0   \n",
              "\n",
              "       melinda  melize  melodramas  melody  melville  members  membership  \\\n",
              "0            0       0           0       0         0        0           0   \n",
              "1            0       0           0       0         0        0           0   \n",
              "2            0       0           0       0         0        0           0   \n",
              "3            0       0           0       0         0        0           0   \n",
              "4            0       0           0       0         0        0           0   \n",
              "...        ...     ...         ...     ...       ...      ...         ...   \n",
              "31648        0       0           0       0         0        0           0   \n",
              "31649        0       0           0       0         0        0           0   \n",
              "31650        0       0           0       0         0        0           0   \n",
              "31651        0       0           0       0         0        0           0   \n",
              "31652        0       0           0       0         0        0           0   \n",
              "\n",
              "       memetics  memmo  memoirs  memorial  memorials  memory  memphis  men  \\\n",
              "0             0      0        0         0          0       0        0    0   \n",
              "1             0      0        0         0          0       0        0    0   \n",
              "2             0      0        0         0          0       0        0    0   \n",
              "3             0      0        0         0          0       0        0    0   \n",
              "4             0      0        0         0          0       0        0    0   \n",
              "...         ...    ...      ...       ...        ...     ...      ...  ...   \n",
              "31648         0      0        0         0          0       0        0    0   \n",
              "31649         0      0        0         0          0       0        0    0   \n",
              "31650         0      0        0         0          0       0        0    0   \n",
              "31651         0      0        0         0          0       0        0    0   \n",
              "31652         0      0        0         0          0       0        0    0   \n",
              "\n",
              "       mencken  mendels  mendelssohn  mendocino  mennonites  menopause  mens  \\\n",
              "0            0        0            0          0           0          0     0   \n",
              "1            0        0            0          0           0          0     0   \n",
              "2            0        0            0          0           0          0     0   \n",
              "3            0        0            0          0           0          0     0   \n",
              "4            0        0            0          0           0          0     0   \n",
              "...        ...      ...          ...        ...         ...        ...   ...   \n",
              "31648        0        0            0          0           0          0     0   \n",
              "31649        0        0            0          0           0          0     0   \n",
              "31650        0        0            0          0           0          0     0   \n",
              "31651        0        0            0          0           0          0     0   \n",
              "31652        0        0            0          0           0          0     0   \n",
              "\n",
              "       menstruation  mensuration  mental  mentally  mentoring  menus  mercer  \\\n",
              "0                 0            0       0         0          0      0       0   \n",
              "1                 0            0       0         0          0      0       0   \n",
              "2                 0            0       0         0          0      0       0   \n",
              "3                 0            0       0         0          0      0       0   \n",
              "4                 0            0       0         0          0      0       0   \n",
              "...             ...          ...     ...       ...        ...    ...     ...   \n",
              "31648             0            0       0         0          0      0       0   \n",
              "31649             0            0       0         0          0      0       0   \n",
              "31650             0            0       0         0          0      0       0   \n",
              "31651             0            0       0         0          0      0       0   \n",
              "31652             0            0       0         0          0      0       0   \n",
              "\n",
              "       merchandise  merchandising  merchant  mercury  meredith  merger  \\\n",
              "0                0              0         0        0         0       0   \n",
              "1                0              0         0        0         0       0   \n",
              "2                0              0         0        0         0       0   \n",
              "3                0              0         0        0         0       0   \n",
              "4                0              0         0        0         0       0   \n",
              "...            ...            ...       ...      ...       ...     ...   \n",
              "31648            0              0         0        0         0       0   \n",
              "31649            0              0         0        0         0       0   \n",
              "31650            0              0         0        0         0       0   \n",
              "31651            0              0         0        0         0       0   \n",
              "31652            0              0         0        0         0       0   \n",
              "\n",
              "       meriden  merit  meriwether  merlin  mermaid  mermaids  mermen  merrill  \\\n",
              "0            0      0           0       0        0         0       0        0   \n",
              "1            0      0           0       0        0         0       0        0   \n",
              "2            0      0           0       0        0         0       0        0   \n",
              "3            0      0           0       0        0         0       0        0   \n",
              "4            0      0           0       0        0         0       0        0   \n",
              "...        ...    ...         ...     ...      ...       ...     ...      ...   \n",
              "31648        0      0           0       0        0         0       0        0   \n",
              "31649        0      0           0       0        0         0       0        0   \n",
              "31650        0      0           0       0        0         0       0        0   \n",
              "31651        0      0           0       0        0         0       0        0   \n",
              "31652        0      0           0       0        0         0       0        0   \n",
              "\n",
              "       merrily  merritt  merry  merton  meru  merv  mesa  meserve  mesmerists  \\\n",
              "0            0        0      0       0     0     0     0        0           0   \n",
              "1            0        0      0       0     0     0     0        0           0   \n",
              "2            0        0      0       0     0     0     0        0           0   \n",
              "3            0        0      0       0     0     0     0        0           0   \n",
              "4            0        0      0       0     0     0     0        0           0   \n",
              "...        ...      ...    ...     ...   ...   ...   ...      ...         ...   \n",
              "31648        0        0      0       0     0     0     0        0           0   \n",
              "31649        0        0      0       0     0     0     0        0           0   \n",
              "31650        0        0      0       0     0     0     0        0           0   \n",
              "31651        0        0      0       0     0     0     0        0           0   \n",
              "31652        0        0      0       0     0     0     0        0           0   \n",
              "\n",
              "       messages  messaging  messengers  messiaen  messiah  messiahship  \\\n",
              "0             0          0           0         0        0            0   \n",
              "1             0          0           0         0        0            0   \n",
              "2             0          0           0         0        0            0   \n",
              "3             0          0           0         0        0            0   \n",
              "4             0          0           0         0        0            0   \n",
              "...         ...        ...         ...       ...      ...          ...   \n",
              "31648         0          0           0         0        0            0   \n",
              "31649         0          0           0         0        0            0   \n",
              "31650         0          0           0         0        0            0   \n",
              "31651         0          0           0         0        0            0   \n",
              "31652         0          0           0         0        0            0   \n",
              "\n",
              "       messner  metabolism  metafrast  metal  metallurgy  metals  \\\n",
              "0            0           0          0      0           0       0   \n",
              "1            0           0          0      0           0       0   \n",
              "2            0           0          0      0           0       0   \n",
              "3            0           0          0      0           0       0   \n",
              "4            0           0          0      0           0       0   \n",
              "...        ...         ...        ...    ...         ...     ...   \n",
              "31648        0           0          0      0           0       0   \n",
              "31649        0           0          0      0           0       0   \n",
              "31650        0           0          0      0           0       0   \n",
              "31651        0           0          0      0           0       0   \n",
              "31652        0           0          0      0           0       0   \n",
              "\n",
              "       metamathematics  metamorphosis  metaphor  metaphysics  metellus  \\\n",
              "0                    0              0         0            0         0   \n",
              "1                    0              0         0            0         0   \n",
              "2                    0              0         0            0         0   \n",
              "3                    0              0         0            0         0   \n",
              "4                    0              0         0            0         0   \n",
              "...                ...            ...       ...          ...       ...   \n",
              "31648                0              0         0            0         0   \n",
              "31649                0              0         0            0         0   \n",
              "31650                0              0         0            0         0   \n",
              "31651                0              0         0            0         0   \n",
              "31652                0              0         0            0         0   \n",
              "\n",
              "       meteorites  meteorologists  meteorology  meteors  meter  \\\n",
              "0               0               0            0        0      0   \n",
              "1               0               0            0        0      0   \n",
              "2               0               0            0        0      0   \n",
              "3               0               0            0        0      0   \n",
              "4               0               0            0        0      0   \n",
              "...           ...             ...          ...      ...    ...   \n",
              "31648           0               0            0        0      0   \n",
              "31649           0               0            0        0      0   \n",
              "31650           0               0            0        0      0   \n",
              "31651           0               0            0        0      0   \n",
              "31652           0               0            0        0      0   \n",
              "\n",
              "       methamphetamine  method  methodist  methodology  methods  \\\n",
              "0                    0       0          0            0        0   \n",
              "1                    0       0          0            0        0   \n",
              "2                    0       0          0            0        0   \n",
              "3                    0       0          0            0        0   \n",
              "4                    0       0          0            0        0   \n",
              "...                ...     ...        ...          ...      ...   \n",
              "31648                0       0          0            0        0   \n",
              "31649                0       0          0            0        0   \n",
              "31650                0       0          0            0        0   \n",
              "31651                0       0          0            0        0   \n",
              "31652                0       0          0            0        0   \n",
              "\n",
              "       methylphenidate  metropolitan  mets  meuron  mexican  mexico  \\\n",
              "0                    0             0     0       0        0       0   \n",
              "1                    0             0     0       0        0       0   \n",
              "2                    0             0     0       0        3       2   \n",
              "3                    0             0     0       0        0       0   \n",
              "4                    0             0     0       0        0       0   \n",
              "...                ...           ...   ...     ...      ...     ...   \n",
              "31648                0             0     0       0        0       0   \n",
              "31649                0             0     0       0        0       0   \n",
              "31650                0             0     0       0        0       0   \n",
              "31651                0             0     0       0        0       0   \n",
              "31652                0             0     0       0        0       0   \n",
              "\n",
              "       mexquitic  meyer  meyuhadim  mga  mgb  miami  miata  mice  mich  \\\n",
              "0              0      0          0    0    0      0      0     0     0   \n",
              "1              0      0          0    0    0      0      0     0     0   \n",
              "2              0      0          0    0    0      0      0     0     0   \n",
              "3              0      0          0    0    0      0      0     0     0   \n",
              "4              0      0          0    0    0      0      0     0     0   \n",
              "...          ...    ...        ...  ...  ...    ...    ...   ...   ...   \n",
              "31648          0      0          0    0    0      0      0     0     0   \n",
              "31649          0      0          0    0    0      0      0     0     0   \n",
              "31650          0      0          0    0    0      0      0     0     0   \n",
              "31651          0      0          0    0    0      0      0     0     0   \n",
              "31652          0      0          0    0    0      0      0     0     0   \n",
              "\n",
              "       michael  michel  michelangelo  michelle  michener  michigan  michoac  \\\n",
              "0            0       0             0         0         0         0        0   \n",
              "1            0       0             0         0         0         0        0   \n",
              "2            0       0             0         0         0         0        0   \n",
              "3            0       0             0         0         0         0        0   \n",
              "4            0       0             0         0         0         0        0   \n",
              "...        ...     ...           ...       ...       ...       ...      ...   \n",
              "31648        0       0             0         0         0         0        0   \n",
              "31649        0       0             0         0         0         0        0   \n",
              "31650        0       0             0         0         0         0        0   \n",
              "31651        0       0             0         0         0         0        0   \n",
              "31652        0       0             0         0         0         0        0   \n",
              "\n",
              "       mickey  microbiologists  microbiology  microcomputers  micronesia  \\\n",
              "0           0                0             0               0           0   \n",
              "1           0                0             0               0           0   \n",
              "2           0                0             0               0           0   \n",
              "3           0                0             0               0           0   \n",
              "4           0                0             0               0           0   \n",
              "...       ...              ...           ...             ...         ...   \n",
              "31648       0                0             0               0           0   \n",
              "31649       0                0             0               0           0   \n",
              "31650       0                0             0               0           0   \n",
              "31651       0                0             0               0           0   \n",
              "31652       0                0             0               0           0   \n",
              "\n",
              "       micronesian  microorganisms  microphotography  microscopes  microscopy  \\\n",
              "0                0               0                 0            0           0   \n",
              "1                0               0                 0            0           0   \n",
              "2                0               0                 0            0           0   \n",
              "3                0               0                 0            0           0   \n",
              "4                0               0                 0            0           0   \n",
              "...            ...             ...               ...          ...         ...   \n",
              "31648            0               0                 0            0           0   \n",
              "31649            0               0                 0            0           0   \n",
              "31650            0               0                 0            0           0   \n",
              "31651            0               0                 0            0           0   \n",
              "31652            0               0                 0            0           0   \n",
              "\n",
              "       microsoft  miction  middle  midlands  midlife  midnight  midsummer  \\\n",
              "0              0        0       0         0        0         0          0   \n",
              "1              0        0       0         0        0         0          0   \n",
              "2              0        0       0         0        0         0          0   \n",
              "3              0        0       0         0        0         0          0   \n",
              "4              0        0       0         0        0         0          0   \n",
              "...          ...      ...     ...       ...      ...       ...        ...   \n",
              "31648          0        0       0         0        0         0          0   \n",
              "31649          0        0       0         0        0         0          0   \n",
              "31650          0        0       0         0        0         0          0   \n",
              "31651          0        0       0         0        0         0          0   \n",
              "31652          0        0       0         0        0         0          0   \n",
              "\n",
              "       midway  midwifery  midwives  miep  mies  migael  mignola  migraine  \\\n",
              "0           0          0         0     0     0       0        0         0   \n",
              "1           0          0         0     0     0       0        0         0   \n",
              "2           0          0         0     0     0       0        0         0   \n",
              "3           0          0         0     0     0       0        0         0   \n",
              "4           0          0         0     0     0       0        0         0   \n",
              "...       ...        ...       ...   ...   ...     ...      ...       ...   \n",
              "31648       0          0         0     0     0       0        0         0   \n",
              "31649       0          0         0     0     0       0        0         0   \n",
              "31650       0          0         0     0     0       0        0         0   \n",
              "31651       0          0         0     0     0       0        0         0   \n",
              "31652       0          0         0     0     0       0        0         0   \n",
              "\n",
              "       migrant  migration  migrations  miguel  miho  mike  mikhail  milan  \\\n",
              "0            0          0           0       0     0     0        0      0   \n",
              "1            0          0           0       0     0     0        0      0   \n",
              "2            0          0           0       0     0     0        0      0   \n",
              "3            0          0           0       0     0     0        0      0   \n",
              "4            0          0           0       0     0     0        0      0   \n",
              "...        ...        ...         ...     ...   ...   ...      ...    ...   \n",
              "31648        0          0           0       0     0     0        0      0   \n",
              "31649        0          0           0       0     0     0        0      0   \n",
              "31650        0          0           0       0     0     0        0      0   \n",
              "31651        0          0           0       0     0     0        0      0   \n",
              "31652        0          0           0       0     0     0        0      0   \n",
              "\n",
              "       milani  miles  milhous  militarism  military  militias  milk  milking  \\\n",
              "0           0      0        0           0         0         0     0        0   \n",
              "1           0      0        0           0         0         0     0        0   \n",
              "2           0      0        0           0         0         0     0        0   \n",
              "3           0      0        0           0         0         0     0        0   \n",
              "4           0      0        0           0         0         0     0        0   \n",
              "...       ...    ...      ...         ...       ...       ...   ...      ...   \n",
              "31648       0      0        0           0         0         0     0        0   \n",
              "31649       0      0        0           0         0         0     0        0   \n",
              "31650       0      0        0           0         0         0     0        0   \n",
              "31651       0      0        0           0         0         0     0        0   \n",
              "31652       0      0        0           0         0         0     0        0   \n",
              "\n",
              "       milky  mill  millay  millennialism  millennium  miller  millers  \\\n",
              "0          0     0       0              0           0       0        0   \n",
              "1          0     0       0              0           0       0        0   \n",
              "2          0     0       0              0           0       0        0   \n",
              "3          0     0       0              0           0       0        0   \n",
              "4          0     0       0              0           0       0        0   \n",
              "...      ...   ...     ...            ...         ...     ...      ...   \n",
              "31648      0     0       0              0           0       0        0   \n",
              "31649      0     0       0              0           0       0        0   \n",
              "31650      0     0       0              0           0       0        0   \n",
              "31651      0     0       0              0           0       0        0   \n",
              "31652      0     0       0              0           0       0        0   \n",
              "\n",
              "       millhone  milligan  millinery  milling  million  millionaires  \\\n",
              "0             0         0          0        0        0             0   \n",
              "1             0         0          0        0        0             0   \n",
              "2             0         0          0        0        0             0   \n",
              "3             0         0          0        0        0             0   \n",
              "4             0         0          0        0        0             0   \n",
              "...         ...       ...        ...      ...      ...           ...   \n",
              "31648         0         0          0        0        0             0   \n",
              "31649         0         0          0        0        0             0   \n",
              "31650         0         0          0        0        0             0   \n",
              "31651         0         0          0        0        0             0   \n",
              "31652         0         0          0        0        0             0   \n",
              "\n",
              "       millipedes  millman  mills  milly  milne  milo  milosz  mime  mimes  \\\n",
              "0               0        0      0      0      0     0       0     0      0   \n",
              "1               0        0      0      0      0     0       0     0      0   \n",
              "2               0        0      0      0      0     0       0     0      0   \n",
              "3               0        0      0      0      0     0       0     0      0   \n",
              "4               0        0      0      0      0     0       0     0      0   \n",
              "...           ...      ...    ...    ...    ...   ...     ...   ...    ...   \n",
              "31648           0        0      0      0      0     0       0     0      0   \n",
              "31649           0        0      0      0      0     0       0     0      0   \n",
              "31650           0        0      0      0      0     0       0     0      0   \n",
              "31651           0        0      0      0      0     0       0     0      0   \n",
              "31652           0        0      0      0      0     0       0     0      0   \n",
              "\n",
              "       mimesis  mimicry  minarik  minatoya  mincemeat  mind  mine  mined  \\\n",
              "0            0        0        0         0          0     0     0      0   \n",
              "1            0        0        0         0          0     0     0      0   \n",
              "2            0        0        0         0          0     0     0      0   \n",
              "3            0        0        0         0          0     0     0      0   \n",
              "4            0        0        0         0          0     0     0      0   \n",
              "...        ...      ...      ...       ...        ...   ...   ...    ...   \n",
              "31648        0        0        0         0          0     0     0      0   \n",
              "31649        0        0        0         0          0     0     0      0   \n",
              "31650        0        0        0         0          0     0     0      0   \n",
              "31651        0        0        0         0          0     0     0      0   \n",
              "31652        0        0        0         0          0     0     0      0   \n",
              "\n",
              "       miner  mineral  mineralogy  minerals  miners  minerva  mines  ming  \\\n",
              "0          0        0           0         0       0        0      0     0   \n",
              "1          0        0           0         0       0        0      0     0   \n",
              "2          0        0           0         0       0        0      0     0   \n",
              "3          0        0           0         0       0        0      0     0   \n",
              "4          0        0           0         0       0        0      0     0   \n",
              "...      ...      ...         ...       ...     ...      ...    ...   ...   \n",
              "31648      0        0           0         0       0        0      0     0   \n",
              "31649      0        0           0         0       0        0      0     0   \n",
              "31650      0        0           0         0       0        0      0     0   \n",
              "31651      0        0           0         0       0        0      0     0   \n",
              "31652      0        0           0         0       0        0      0     0   \n",
              "\n",
              "       mingus  minh  mini  miniature  minimal  minimalist  mining  minister  \\\n",
              "0           0     0     0          0        0           0       0         0   \n",
              "1           0     0     0          0        0           0       0         0   \n",
              "2           0     0     0          0        0           0       0         0   \n",
              "3           0     0     0          0        0           0       0         0   \n",
              "4           0     0     0          0        0           0       0         0   \n",
              "...       ...   ...   ...        ...      ...         ...     ...       ...   \n",
              "31648       0     0     0          0        0           0       0         0   \n",
              "31649       0     0     0          0        0           0       0         0   \n",
              "31650       0     0     0          0        0           0       0         0   \n",
              "31651       0     0     0          0        0           0       0         0   \n",
              "31652       0     0     0          0        0           0       0         0   \n",
              "\n",
              "       ministerial  ministers  minn  minneapolis  minnesota  minnie  minoan  \\\n",
              "0                0          0     0            0          0       0       0   \n",
              "1                0          0     0            0          0       0       0   \n",
              "2                0          0     0            0          0       0       0   \n",
              "3                0          0     0            0          0       0       0   \n",
              "4                0          0     0            0          0       0       0   \n",
              "...            ...        ...   ...          ...        ...     ...     ...   \n",
              "31648            0          0     0            0          0       0       0   \n",
              "31649            0          0     0            0          0       0       0   \n",
              "31650            0          0     0            0          0       0       0   \n",
              "31651            0          0     0            0          0       0       0   \n",
              "31652            0          0     0            0          0       0       0   \n",
              "\n",
              "       minoans  minogue  minorities  minority  minoru  mint  minuets  minyan  \\\n",
              "0            0        0           0         0       0     0        0       0   \n",
              "1            0        0           0         0       0     0        0       0   \n",
              "2            0        0           0         0       0     0        0       0   \n",
              "3            0        0           0         0       0     0        0       0   \n",
              "4            0        0           0         0       0     0        0       0   \n",
              "...        ...      ...         ...       ...     ...   ...      ...     ...   \n",
              "31648        0        0           0         0       0     0        0       0   \n",
              "31649        0        0           0         0       0     0        0       0   \n",
              "31650        0        0           0         0       0     0        0       0   \n",
              "31651        0        0           0         0       0     0        0       0   \n",
              "31652        0        0           0         0       0     0        0       0   \n",
              "\n",
              "       mir  mirabito  miracles  miranda  miriam  mirrors  miscarriage  \\\n",
              "0        0         0         0        0       0        0            0   \n",
              "1        0         0         0        0       0        0            0   \n",
              "2        0         0         0        0       0        0            0   \n",
              "3        0         0         0        0       0        0            0   \n",
              "4        0         0         0        0       0        0            0   \n",
              "...    ...       ...       ...      ...     ...      ...          ...   \n",
              "31648    0         0         0        0       0        0            0   \n",
              "31649    0         0         0        0       0        0            0   \n",
              "31650    0         0         0        0       0        0            0   \n",
              "31651    0         0         0        0       0        0            0   \n",
              "31652    0         0         0        0       0        0            0   \n",
              "\n",
              "       miscellanea  mischief  miscommunication  misconduct  mishima  miss  \\\n",
              "0                0         0                 0           0        0     0   \n",
              "1                0         0                 0           0        0     0   \n",
              "2                0         0                 0           0        0     0   \n",
              "3                0         0                 0           0        0     0   \n",
              "4                0         0                 0           0        0     0   \n",
              "...            ...       ...               ...         ...      ...   ...   \n",
              "31648            0         0                 0           0        0     0   \n",
              "31649            0         0                 0           0        0     0   \n",
              "31650            0         0                 0           0        0     0   \n",
              "31651            0         0                 0           0        0     0   \n",
              "31652            0         0                 0           0        0     0   \n",
              "\n",
              "       missile  missiles  missing  mission  missionaries  missions  \\\n",
              "0            0         0        0        0             0         0   \n",
              "1            0         0        0        0             0         0   \n",
              "2            0         0        0        0             0         0   \n",
              "3            0         0        0        0             0         0   \n",
              "4            0         0        0        0             0         0   \n",
              "...        ...       ...      ...      ...           ...       ...   \n",
              "31648        0         0        0        0             0         0   \n",
              "31649        0         0        0        0             0         0   \n",
              "31650        0         0        0        0             0         0   \n",
              "31651        0         0        0        0             0         0   \n",
              "31652        0         0        0        0             0         0   \n",
              "\n",
              "       mississippi  missoula  missouri  mistaken  mister  mistresses  mitch  \\\n",
              "0                0         0         0         0       0           0      0   \n",
              "1                0         0         0         0       0           0      0   \n",
              "2                0         0         0         0       0           0      0   \n",
              "3                0         0         0         0       0           0      0   \n",
              "4                0         0         0         0       0           0      0   \n",
              "...            ...       ...       ...       ...     ...         ...    ...   \n",
              "31648            0         0         0         0       0           0      0   \n",
              "31649            0         0         0         0       0           0      0   \n",
              "31650            0         0         0         0       0           0      0   \n",
              "31651            0         0         0         0       0           0      0   \n",
              "31652            0         0         0         0       0           0      0   \n",
              "\n",
              "       mitchell  mitchum  mitford  mithgar  mitsubishi  mitsuro  mittens  \\\n",
              "0             0        0        0        0           0        0        0   \n",
              "1             0        0        0        0           0        0        0   \n",
              "2             0        0        0        0           0        0        0   \n",
              "3             0        0        0        0           0        0        0   \n",
              "4             0        0        0        0           0        0        0   \n",
              "...         ...      ...      ...      ...         ...      ...      ...   \n",
              "31648         0        0        0        0           0        0        0   \n",
              "31649         0        0        0        0           0        0        0   \n",
              "31650         0        0        0        0           0        0        0   \n",
              "31651         0        0        0        0           0        0        0   \n",
              "31652         0        0        0        0           0        0        0   \n",
              "\n",
              "       mitzvah  miura  mixed  mixers  mixquic  mixtures  miya  miyake  \\\n",
              "0            0      0      0       0        0         0     0       0   \n",
              "1            0      0      0       0        0         0     0       0   \n",
              "2            0      0      0       0        0         0     0       0   \n",
              "3            0      0      0       0        0         0     0       0   \n",
              "4            0      0      0       0        0         0     0       0   \n",
              "...        ...    ...    ...     ...      ...       ...   ...     ...   \n",
              "31648        0      0      0       0        0         0     0       0   \n",
              "31649        0      0      0       0        0         0     0       0   \n",
              "31650        0      0      0       0        0         0     0       0   \n",
              "31651        0      0      0       0        0         0     0       0   \n",
              "31652        0      0      0       0        0         0     0       0   \n",
              "\n",
              "       miyamoto  mkor  mm  mnemonics  mo  moab  mobile  mobs  modeling  \\\n",
              "0             0     0   0          0   0     0       0     0         0   \n",
              "1             0     0   0          0   0     0       0     0         0   \n",
              "2             0     0   0          0   0     0       0     0         0   \n",
              "3             0     0   0          0   0     0       0     0         0   \n",
              "4             0     0   0          0   0     0       0     0         0   \n",
              "...         ...   ...  ..        ...  ..   ...     ...   ...       ...   \n",
              "31648         0     0   0          0   0     0       0     0         0   \n",
              "31649         0     0   0          0   0     0       0     0         0   \n",
              "31650         0     0   0          0   0     0       0     0         0   \n",
              "31651         0     0   0          0   0     0       0     0         0   \n",
              "31652         0     0   0          0   0     0       0     0         0   \n",
              "\n",
              "       modelmaking  models  modern  modernism  modernist  modernized  modesto  \\\n",
              "0                0       0       0          0          0           0        0   \n",
              "1                0       0       0          0          0           0        0   \n",
              "2                0       0       0          0          0           0        0   \n",
              "3                0       0       0          0          0           0        0   \n",
              "4                0       0       0          0          0           0        0   \n",
              "...            ...     ...     ...        ...        ...         ...      ...   \n",
              "31648            0       0       0          0          0           0        0   \n",
              "31649            0       0       0          0          0           0        0   \n",
              "31650            0       0       0          0          0           0        0   \n",
              "31651            0       0       0          0          0           0        0   \n",
              "31652            0       0       0          0          0           0        0   \n",
              "\n",
              "       modification  modified  modiin  moffat  moffett  mogul  mohammad  \\\n",
              "0                 0         0       0       0        0      0         0   \n",
              "1                 0         0       0       0        0      0         0   \n",
              "2                 0         0       0       0        0      0         0   \n",
              "3                 0         0       0       0        0      0         0   \n",
              "4                 0         0       0       0        0      0         0   \n",
              "...             ...       ...     ...     ...      ...    ...       ...   \n",
              "31648             0         0       0       0        0      0         0   \n",
              "31649             0         0       0       0        0      0         0   \n",
              "31650             0         0       0       0        0      0         0   \n",
              "31651             0         0       0       0        0      0         0   \n",
              "31652             0         0       0       0        0      0         0   \n",
              "\n",
              "       mohawk  mohegan  mojave  mokele  mokichi  molding  molds  mole  \\\n",
              "0           0        0       0       0        0        0      0     0   \n",
              "1           0        0       0       0        0        0      0     0   \n",
              "2           0        0       0       0        0        0      0     0   \n",
              "3           0        0       0       0        0        0      0     0   \n",
              "4           0        0       0       0        0        0      0     0   \n",
              "...       ...      ...     ...     ...      ...      ...    ...   ...   \n",
              "31648       0        0       0       0        0        0      0     0   \n",
              "31649       0        0       0       0        0        0      0     0   \n",
              "31650       0        0       0       0        0        0      0     0   \n",
              "31651       0        0       0       0        0        0      0     0   \n",
              "31652       0        0       0       0        0        0      0     0   \n",
              "\n",
              "       molecular  moles  molesters  moli  molina  moller  mollusks  molly  \\\n",
              "0              0      0          0     0       0       0         0      0   \n",
              "1              0      0          0     0       0       0         0      0   \n",
              "2              0      0          0     0       0       0         0      0   \n",
              "3              0      0          0     0       0       0         0      0   \n",
              "4              0      0          0     0       0       0         0      0   \n",
              "...          ...    ...        ...   ...     ...     ...       ...    ...   \n",
              "31648          0      0          0     0       0       0         0      0   \n",
              "31649          0      0          0     0       0       0         0      0   \n",
              "31650          0      0          0     0       0       0         0      0   \n",
              "31651          0      0          0     0       0       0         0      0   \n",
              "31652          0      0          0     0       0       0         0      0   \n",
              "\n",
              "       molnar  molokai  momoyama  monaco  monaghan  monarch  monarchy  \\\n",
              "0           0        0         0       0         0        0         0   \n",
              "1           0        0         0       0         0        0         0   \n",
              "2           0        0         0       0         0        0         0   \n",
              "3           0        0         0       0         0        0         0   \n",
              "4           0        0         0       0         0        0         0   \n",
              "...       ...      ...       ...     ...       ...      ...       ...   \n",
              "31648       0        0         0       0         0        0         0   \n",
              "31649       0        0         0       0         0        0         0   \n",
              "31650       0        0         0       0         0        0         0   \n",
              "31651       0        0         0       0         0        0         0   \n",
              "31652       0        0         0       0         0        0         0   \n",
              "\n",
              "       monasteries  monastic  monasticism  monastyr  monet  monetary  money  \\\n",
              "0                0         0            0         0      0         0      0   \n",
              "1                0         0            0         0      0         0      0   \n",
              "2                0         0            0         0      0         0      0   \n",
              "3                0         0            0         0      0         0      0   \n",
              "4                0         0            0         0      0         0      0   \n",
              "...            ...       ...          ...       ...    ...       ...    ...   \n",
              "31648            0         0            0         0      0         0      0   \n",
              "31649            0         0            0         0      0         0      0   \n",
              "31650            0         0            0         0      0         0      0   \n",
              "31651            0         0            0         0      0         0      0   \n",
              "31652            0         0            0         0      0         0      0   \n",
              "\n",
              "       moneymaking  mongkut  mongolia  mongolian  mongols  mongooses  monica  \\\n",
              "0                0        0         0          0        0          0       0   \n",
              "1                0        0         0          0        0          0       0   \n",
              "2                0        0         0          0        0          0       0   \n",
              "3                0        0         0          0        0          0       0   \n",
              "4                0        0         0          0        0          0       0   \n",
              "...            ...      ...       ...        ...      ...        ...     ...   \n",
              "31648            0        0         0          0        0          0       0   \n",
              "31649            0        0         0          0        0          0       0   \n",
              "31650            0        0         0          0        0          0       0   \n",
              "31651            0        0         0          0        0          0       0   \n",
              "31652            0        0         0          0        0          0       0   \n",
              "\n",
              "       monk  monkeys  monks  monmouth  monologues  monolouges  monorail  \\\n",
              "0         0        0      0         0           0           0         0   \n",
              "1         0        0      0         0           0           0         0   \n",
              "2         0        0      0         0           0           0         0   \n",
              "3         0        0      0         0           0           0         0   \n",
              "4         0        0      0         0           0           0         0   \n",
              "...     ...      ...    ...       ...         ...         ...       ...   \n",
              "31648     0        0      0         0           0           0         0   \n",
              "31649     0        0      0         0           0           0         0   \n",
              "31650     0        0      0         0           0           0         0   \n",
              "31651     0        0      0         0           0           0         0   \n",
              "31652     0        0      0         0           0           0         0   \n",
              "\n",
              "       monroe  monsey  monsieur  monsoons  monster  monsters  mont  montagu  \\\n",
              "0           0       0         0         0        0         0     0        0   \n",
              "1           0       0         0         0        0         0     0        0   \n",
              "2           0       0         0         0        0         0     0        0   \n",
              "3           0       0         0         0        0         0     0        0   \n",
              "4           0       0         0         0        0         0     0        0   \n",
              "...       ...     ...       ...       ...      ...       ...   ...      ...   \n",
              "31648       0       0         0         0        0         0     0        0   \n",
              "31649       0       0         0         0        0         0     0        0   \n",
              "31650       0       0         0         0        0         0     0        0   \n",
              "31651       0       0         0         0        0         0     0        0   \n",
              "31652       0       0         0         0        0         0     0        0   \n",
              "\n",
              "       montana  montecchio  montel  montenegro  monterey  montero  montessori  \\\n",
              "0            0           0       0           0         0        0           0   \n",
              "1            0           0       0           0         0        0           0   \n",
              "2            0           0       0           0         0        0           0   \n",
              "3            0           0       0           0         0        0           0   \n",
              "4            0           0       0           0         0        0           0   \n",
              "...        ...         ...     ...         ...       ...      ...         ...   \n",
              "31648        0           0       0           0         0        0           0   \n",
              "31649        0           0       0           0         0        0           0   \n",
              "31650        0           0       0           0         0        0           0   \n",
              "31651        0           0       0           0         0        0           0   \n",
              "31652        0           0       0           0         0        0           0   \n",
              "\n",
              "       montgomery  months  montlake  montpelier  montrsic  monument  \\\n",
              "0               0       0         0           0         0         0   \n",
              "1               0       0         0           0         0         0   \n",
              "2               0       0         0           0         0         0   \n",
              "3               0       0         0           0         0         0   \n",
              "4               0       0         0           0         0         0   \n",
              "...           ...     ...       ...         ...       ...       ...   \n",
              "31648           0       0         0           0         0         0   \n",
              "31649           0       0         0           0         0         0   \n",
              "31650           0       0         0           0         0         0   \n",
              "31651           0       0         0           0         0         0   \n",
              "31652           0       0         0           0         0         0   \n",
              "\n",
              "       monuments  mood  moody  moon  moore  moose  moosewood  moral  morale  \\\n",
              "0              0     0      0     0      0      0          0      0       0   \n",
              "1              0     0      0     0      0      0          0      0       0   \n",
              "2              0     0      0     0      0      0          0      0       0   \n",
              "3              0     0      0     0      0      0          0      0       0   \n",
              "4              0     0      0     0      0      0          0      0       0   \n",
              "...          ...   ...    ...   ...    ...    ...        ...    ...     ...   \n",
              "31648          0     0      0     0      0      0          0      0       0   \n",
              "31649          0     0      0     0      0      0          0      0       0   \n",
              "31650          0     0      0     0      0      0          0      0       0   \n",
              "31651          0     0      0     0      0      0          0      0       0   \n",
              "31652          0     0      0     0      0      0          0      0       0   \n",
              "\n",
              "       moravia  mordred  morelos  morenci  morgan  morgenthau  mori  morihei  \\\n",
              "0            0        0        0        0       0           0     0        0   \n",
              "1            0        0        0        0       0           0     0        0   \n",
              "2            0        0        0        0       0           0     0        0   \n",
              "3            0        0        0        0       0           0     0        0   \n",
              "4            0        0        0        0       0           0     0        0   \n",
              "...        ...      ...      ...      ...     ...         ...   ...      ...   \n",
              "31648        0        0        0        0       0           0     0        0   \n",
              "31649        0        0        0        0       0           0     0        0   \n",
              "31650        0        0        0        0       0           0     0        0   \n",
              "31651        0        0        0        0       0           0     0        0   \n",
              "31652        0        0        0        0       0           0     0        0   \n",
              "\n",
              "       morin  morisot  moritz  mormon  mormons  morning  morningstar  \\\n",
              "0          0        0       0       0        0        0            0   \n",
              "1          0        0       0       0        0        0            0   \n",
              "2          0        0       0       0        0        0            0   \n",
              "3          0        0       0       0        0        0            0   \n",
              "4          0        0       0       0        0        0            0   \n",
              "...      ...      ...     ...     ...      ...      ...          ...   \n",
              "31648      0        0       0       0        0        0            0   \n",
              "31649      0        0       0       0        0        0            0   \n",
              "31650      0        0       0       0        0        0            0   \n",
              "31651      0        0       0       0        0        0            0   \n",
              "31652      0        0       0       0        0        0            0   \n",
              "\n",
              "       moroccan  morocco  morphogenesis  morphology  morris  morrison  morrow  \\\n",
              "0             0        0              0           0       0         0       0   \n",
              "1             0        0              0           0       0         0       0   \n",
              "2             0        0              0           0       0         0       0   \n",
              "3             0        0              0           0       0         0       0   \n",
              "4             0        0              0           0       0         0       0   \n",
              "...         ...      ...            ...         ...     ...       ...     ...   \n",
              "31648         0        0              0           0       0         0       0   \n",
              "31649         0        0              0           0       0         0       0   \n",
              "31650         0        0              0           0       0         0       0   \n",
              "31651         0        0              0           0       0         0       0   \n",
              "31652         0        0              0           0       0         0       0   \n",
              "\n",
              "       morse  mortality  mortgage  mortgages  morton  mortuos  mosad  \\\n",
              "0          0          0         0          0       0        0      0   \n",
              "1          0          0         0          0       0        0      0   \n",
              "2          0          0         0          0       0        0      0   \n",
              "3          0          0         0          0       0        0      0   \n",
              "4          0          0         0          0       0        0      0   \n",
              "...      ...        ...       ...        ...     ...      ...    ...   \n",
              "31648      0          0         0          0       0        0      0   \n",
              "31649      1          0         0          0       0        0      0   \n",
              "31650      0          0         0          0       0        0      0   \n",
              "31651      0          0         0          0       0        0      0   \n",
              "31652      0          0         0          0       0        0      0   \n",
              "\n",
              "       mosaddeq  mosaics  mosby  moscow  moses  moskowitz  mosley  mosques  \\\n",
              "0             0        0      0       0      0          0       0        0   \n",
              "1             0        0      0       0      0          0       0        0   \n",
              "2             0        0      0       0      0          0       0        0   \n",
              "3             0        0      0       0      0          0       0        0   \n",
              "4             0        0      0       0      0          0       0        0   \n",
              "...         ...      ...    ...     ...    ...        ...     ...      ...   \n",
              "31648         0        0      0       0      0          0       0        0   \n",
              "31649         0        0      0       0      0          0       0        0   \n",
              "31650         0        0      0       0      0          0       0        0   \n",
              "31651         0        0      0       0      0          0       0        0   \n",
              "31652         0        0      0       0      0          0       0        0   \n",
              "\n",
              "       mosquito  motels  motets  mother  motherhood  motherless  mothers  \\\n",
              "0             0       0       0       0           0           0        0   \n",
              "1             0       0       0       0           0           0        0   \n",
              "2             0       0       0       0           0           0        0   \n",
              "3             0       0       0       0           0           0        0   \n",
              "4             0       0       0       0           0           0        0   \n",
              "...         ...     ...     ...     ...         ...         ...      ...   \n",
              "31648         0       0       0       0           0           0        0   \n",
              "31649         0       0       0       0           0           0        0   \n",
              "31650         0       0       0       0           0           0        0   \n",
              "31651         0       0       0       0           0           0        0   \n",
              "31652         0       0       0       0           0           0        0   \n",
              "\n",
              "       moths  motion  motivation  motivational  motives  motor  motorboats  \\\n",
              "0          0       0           0             0        0      0           0   \n",
              "1          0       0           0             0        0      0           0   \n",
              "2          0       0           0             0        0      0           0   \n",
              "3          0       0           0             0        0      0           0   \n",
              "4          0       0           0             0        0      0           0   \n",
              "...      ...     ...         ...           ...      ...    ...         ...   \n",
              "31648      0       0           0             0        0      0           0   \n",
              "31649      0       0           0             0        0      0           0   \n",
              "31650      0       0           0             0        0      0           0   \n",
              "31651      0       0           0             0        0      0           0   \n",
              "31652      0       0           0             0        0      0           0   \n",
              "\n",
              "       motorcycle  motorcycles  motorcycling  motorcyclists  motors  motown  \\\n",
              "0               0            0             0              0       0       0   \n",
              "1               0            0             0              0       0       0   \n",
              "2               0            0             0              0       0       0   \n",
              "3               0            0             0              0       0       0   \n",
              "4               0            0             0              0       0       0   \n",
              "...           ...          ...           ...            ...     ...     ...   \n",
              "31648           0            0             0              0       0       0   \n",
              "31649           0            0             0              0       0       0   \n",
              "31650           0            0             0              0       0       0   \n",
              "31651           0            0             0              0       0       0   \n",
              "31652           0            0             0              0       0       0   \n",
              "\n",
              "       motta  moulin  mound  mount  mountain  mountaineering  mountaineers  \\\n",
              "0          0       0      0      0         0               0             0   \n",
              "1          0       0      0      0         0               0             0   \n",
              "2          0       0      0      0         0               0             0   \n",
              "3          0       0      0      0         0               0             0   \n",
              "4          0       0      0      0         0               0             0   \n",
              "...      ...     ...    ...    ...       ...             ...           ...   \n",
              "31648      0       0      0      0         0               0             0   \n",
              "31649      0       0      0      0         0               0             0   \n",
              "31650      0       0      0      0         0               0             0   \n",
              "31651      0       0      0      0         0               0             0   \n",
              "31652      0       0      0      0         0               0             0   \n",
              "\n",
              "       mountains  mounted  mounting  mourning  mouse  mouth  movable  \\\n",
              "0              0        0         0         0      0      0        0   \n",
              "1              0        0         0         0      0      0        0   \n",
              "2              0        0         0         0      0      0        0   \n",
              "3              0        0         0         0      0      0        0   \n",
              "4              0        0         0         0      0      0        0   \n",
              "...          ...      ...       ...       ...    ...    ...      ...   \n",
              "31648          0        0         0         0      0      0        0   \n",
              "31649          0        0         0         0      0      0        0   \n",
              "31650          0        0         0         0      0      0        0   \n",
              "31651          0        0         0         0      0      0        0   \n",
              "31652          0        0         0         0      0      0        0   \n",
              "\n",
              "       moveable  movement  movements  movie  movies  moving  mowat  mozart  \\\n",
              "0             0         0          0      0       0       0      0       0   \n",
              "1             0         0          0      0       0       0      0       0   \n",
              "2             0         0          0      0       0       0      0       0   \n",
              "3             0         0          0      0       0       0      0       0   \n",
              "4             0         0          0      0       0       0      0       0   \n",
              "...         ...       ...        ...    ...     ...     ...    ...     ...   \n",
              "31648         0         0          0      0       0       0      0       0   \n",
              "31649         0         0          0      0       0       0      0       0   \n",
              "31650         0         0          0      0       0       0      0       0   \n",
              "31651         0         0          0      0       0       0      0       0   \n",
              "31652         0         0          0      0       0       0      0       0   \n",
              "\n",
              "       mpongwe  mrs  ms  mt  mtsho  mtv  mu  mud  mudflows  mudgett  mudras  \\\n",
              "0            0    0   0   0      0    0   0    0         0        0       0   \n",
              "1            0    0   0   0      0    0   0    0         0        0       0   \n",
              "2            0    0   0   0      0    0   0    0         0        0       0   \n",
              "3            0    0   0   0      0    0   0    0         0        0       0   \n",
              "4            0    0   0   0      0    0   0    0         0        0       0   \n",
              "...        ...  ...  ..  ..    ...  ...  ..  ...       ...      ...     ...   \n",
              "31648        0    0   0   0      0    0   0    0         0        0       0   \n",
              "31649        0    0   0   0      0    0   0    0         0        0       0   \n",
              "31650        0    0   0   0      0    0   0    0         0        0       0   \n",
              "31651        0    0   0   0      0    0   0    0         0        0       0   \n",
              "31652        0    0   0   0      0    0   0    0         0        0       0   \n",
              "\n",
              "       muerte  muffins  mugabe  muggeridge  muhammad  muir  mujahidin  \\\n",
              "0           0        0       0           0         0     0          0   \n",
              "1           0        0       0           0         0     0          0   \n",
              "2           0        0       0           0         0     0          0   \n",
              "3           0        0       0           0         0     0          0   \n",
              "4           0        0       0           0         0     0          0   \n",
              "...       ...      ...     ...         ...       ...   ...        ...   \n",
              "31648       0        0       0           0         0     0          0   \n",
              "31649       0        0       0           0         0     0          0   \n",
              "31650       0        0       0           0         0     0          0   \n",
              "31651       0        0       0           0         0     0          0   \n",
              "31652       0        0       0           0         0     0          0   \n",
              "\n",
              "       mukhtar  mulan  mulberry  mulching  mulheisen  mulligan  multicultural  \\\n",
              "0            0      0         0         0          0         0              0   \n",
              "1            0      0         0         0          0         0              0   \n",
              "2            0      0         0         0          0         0              0   \n",
              "3            0      0         0         0          0         0              0   \n",
              "4            0      0         0         0          0         0              0   \n",
              "...        ...    ...       ...       ...        ...       ...            ...   \n",
              "31648        0      0         0         0          0         0              0   \n",
              "31649        0      0         0         0          0         0              0   \n",
              "31650        0      0         0         0          0         0              0   \n",
              "31651        0      0         0         0          0         0              0   \n",
              "31652        0      0         0         0          0         0              0   \n",
              "\n",
              "       multiculturalism  multilevel  multimedia  multiple  multiplication  \\\n",
              "0                     0           0           0         0               0   \n",
              "1                     0           0           0         0               0   \n",
              "2                     0           0           0         0               0   \n",
              "3                     0           0           0         0               0   \n",
              "4                     0           0           0         0               0   \n",
              "...                 ...         ...         ...       ...             ...   \n",
              "31648                 0           0           0         0               0   \n",
              "31649                 0           0           0         0               0   \n",
              "31650                 0           0           0         0               0   \n",
              "31651                 0           0           0         0               0   \n",
              "31652                 0           0           0         0               0   \n",
              "\n",
              "       mumbai  mumia  mummies  munazzamat  munich  municipal  muppets  mural  \\\n",
              "0           0      0        0           0       0          0        0      0   \n",
              "1           0      0        0           0       0          0        0      0   \n",
              "2           0      0        0           0       0          0        0      0   \n",
              "3           0      0        0           0       0          0        0      0   \n",
              "4           0      0        0           0       0          0        0      0   \n",
              "...       ...    ...      ...         ...     ...        ...      ...    ...   \n",
              "31648       0      0        0           0       0          0        0      0   \n",
              "31649       0      0        0           0       0          0        0      0   \n",
              "31650       0      0        0           0       0          0        0      0   \n",
              "31651       0      0        0           0       0          0        0      0   \n",
              "31652       0      0        0           0       0          0        0      0   \n",
              "\n",
              "       murder  murderers  murderes  murders  murdoch  murie  muriel  murmansk  \\\n",
              "0           0          0         0        0        0      0       0         0   \n",
              "1           0          0         0        0        0      0       0         0   \n",
              "2           0          0         0        0        0      0       0         0   \n",
              "3           0          0         0        0        0      0       0         0   \n",
              "4           0          0         0        0        0      0       0         0   \n",
              "...       ...        ...       ...      ...      ...    ...     ...       ...   \n",
              "31648       0          0         0        0        0      0       0         0   \n",
              "31649       0          0         0        0        0      0       0         0   \n",
              "31650       0          0         0        0        0      0       0         0   \n",
              "31651       0          0         0        0        0      0       0         0   \n",
              "31652       0          0         0        0        0      0       0         0   \n",
              "\n",
              "       murnau  murphy  murray  mus  musashi  muscle  muscles  muscular  \\\n",
              "0           0       0       0    0        0       0        0         0   \n",
              "1           0       0       0    0        0       0        0         0   \n",
              "2           0       0       0    0        0       0        0         0   \n",
              "3           0       0       0    0        0       0        0         0   \n",
              "4           0       0       0    0        0       0        0         0   \n",
              "...       ...     ...     ...  ...      ...     ...      ...       ...   \n",
              "31648       0       0       0    0        0       0        0         0   \n",
              "31649       0       0       0    0        0       0        0         0   \n",
              "31650       0       0       0    0        0       0        0         0   \n",
              "31651       0       0       0    0        0       0        0         0   \n",
              "31652       0       0       0    0        0       0        0         0   \n",
              "\n",
              "       musculoskeletal  muse  museum  museums  mushers  mushroom  mushrooms  \\\n",
              "0                    0     0       0        0        0         0          0   \n",
              "1                    0     0       0        0        0         0          0   \n",
              "2                    0     0       0        0        0         0          0   \n",
              "3                    0     0       0        0        0         0          0   \n",
              "4                    0     0       0        0        0         0          0   \n",
              "...                ...   ...     ...      ...      ...       ...        ...   \n",
              "31648                0     0       0        0        0         0          0   \n",
              "31649                0     0       0        0        0         0          0   \n",
              "31650                0     0       0        0        0         0          0   \n",
              "31651                0     0       0        0        0         0          0   \n",
              "31652                0     0       0        0        0         0          0   \n",
              "\n",
              "       music  musical  musicals  musici  musicians  musicologists  musique  \\\n",
              "0          0        0         0       0          0              0        0   \n",
              "1          0        0         0       0          0              0        0   \n",
              "2          0        0         0       0          0              0        0   \n",
              "3          0        0         0       0          0              0        0   \n",
              "4          0        0         0       0          0              0        0   \n",
              "...      ...      ...       ...     ...        ...            ...      ...   \n",
              "31648      0        0         0       0          0              0        0   \n",
              "31649      0        0         0       0          0              0        0   \n",
              "31650      0        0         0       0          0              0        0   \n",
              "31651      0        0         0       0          0              0        0   \n",
              "31652      0        0         0       0          0              0        0   \n",
              "\n",
              "       muskrat  muslim  muslims  mussolini  mustaches  mustang  mutant  \\\n",
              "0            0       0        0          0          0        0       0   \n",
              "1            0       0        0          0          0        0       0   \n",
              "2            0       0        0          0          0        0       0   \n",
              "3            0       0        0          0          0        0       0   \n",
              "4            0       0        0          0          0        0       0   \n",
              "...        ...     ...      ...        ...        ...      ...     ...   \n",
              "31648        0       0        0          0          0        0       0   \n",
              "31649        0       0        0          0          0        0       0   \n",
              "31650        0       0        0          0          0        0       0   \n",
              "31651        0       0        0          0          0        0       0   \n",
              "31652        0       0        0          0          0        0       0   \n",
              "\n",
              "       mutation  mutilation  mutiny  mutism  mutual  muzei  myers  myocardial  \\\n",
              "0             0           0       0       0       0      0      0           0   \n",
              "1             0           0       0       0       0      0      0           0   \n",
              "2             0           0       0       0       0      0      0           0   \n",
              "3             0           0       0       0       0      0      0           0   \n",
              "4             0           0       0       0       0      0      0           0   \n",
              "...         ...         ...     ...     ...     ...    ...    ...         ...   \n",
              "31648         0           0       0       0       0      0      0           0   \n",
              "31649         0           0       0       0       0      0      0           0   \n",
              "31650         0           0       0       0       0      0      0           0   \n",
              "31651         0           0       0       0       0      0      0           0   \n",
              "31652         0           0       0       0       0      0      0           0   \n",
              "\n",
              "       myofascial  myriapoda  myriapods  myrick  myron  mystery  mysticism  \\\n",
              "0               0          0          0       0      0        0          0   \n",
              "1               0          0          0       0      0        0          0   \n",
              "2               0          0          0       0      0        0          0   \n",
              "3               0          0          0       0      0        0          0   \n",
              "4               0          0          0       0      0        0          0   \n",
              "...           ...        ...        ...     ...    ...      ...        ...   \n",
              "31648           0          0          0       0      0        0          0   \n",
              "31649           0          0          0       0      0        0          0   \n",
              "31650           0          0          0       0      0        0          0   \n",
              "31651           0          0          0       0      0        0          0   \n",
              "31652           0          0          0       0      0        0          0   \n",
              "\n",
              "       mystics  mystifications  myth  mythical  mythologists  mythology  \\\n",
              "0            0               0     0         0             0          0   \n",
              "1            0               0     0         0             0          0   \n",
              "2            0               0     0         0             0          0   \n",
              "3            0               0     0         0             0          0   \n",
              "4            0               0     0         0             0          0   \n",
              "...        ...             ...   ...       ...           ...        ...   \n",
              "31648        0               0     0         0             0          0   \n",
              "31649        0               0     0         0             0          0   \n",
              "31650        0               0     0         0             0          0   \n",
              "31651        0               0     0         0             0          0   \n",
              "31652        0               0     0         0             0          0   \n",
              "\n",
              "       myths  n  nabhan  nag  nagasaki  nagatsuka  nagle  nahcotta  nahman  \\\n",
              "0          0  0       0    0         0          0      0         0       0   \n",
              "1          0  0       0    0         0          0      0         0       0   \n",
              "2          0  0       0    0         0          0      0         0       0   \n",
              "3          0  0       0    0         0          0      0         0       0   \n",
              "4          0  0       0    0         0          0      0         0       0   \n",
              "...      ... ..     ...  ...       ...        ...    ...       ...     ...   \n",
              "31648      0  0       0    0         0          0      0         0       0   \n",
              "31649      0  0       0    0         0          0      0         0       0   \n",
              "31650      0  0       0    0         0          0      0         0       0   \n",
              "31651      0  0       0    0         0          0      0         0       0   \n",
              "31652      0  0       0    0         0          0      0         0       0   \n",
              "\n",
              "       nahuatl  nailling  naipaul  nairobi  najib  naka  nakajima  nakamura  \\\n",
              "0            0         0        0        0      0     0         0         0   \n",
              "1            0         0        0        0      0     0         0         0   \n",
              "2            0         0        0        0      0     0         0         0   \n",
              "3            0         0        0        0      0     0         0         0   \n",
              "4            0         0        0        0      0     0         0         0   \n",
              "...        ...       ...      ...      ...    ...   ...       ...       ...   \n",
              "31648        0         0        0        0      0     0         0         0   \n",
              "31649        0         0        0        0      0     0         0         0   \n",
              "31650        0         0        0        0      0     0         0         0   \n",
              "31651        0         0        0        0      0     0         0         0   \n",
              "31652        0         0        0        0      0     0         0         0   \n",
              "\n",
              "       nall  nam  namath  name  nameless  names  namib  namibia  namu  nan  \\\n",
              "0         0    0       0     0         0      0      0        0     0    0   \n",
              "1         0    0       0     0         0      0      0        0     0    0   \n",
              "2         0    0       0     0         0      0      0        0     0    0   \n",
              "3         0    0       0     0         0      0      0        0     0    0   \n",
              "4         0    0       0     0         0      0      0        0     0    0   \n",
              "...     ...  ...     ...   ...       ...    ...    ...      ...   ...  ...   \n",
              "31648     0    0       0     0         0      0      0        0     0    0   \n",
              "31649     0    0       0     0         0      0      0        0     0    0   \n",
              "31650     0    0       0     0         0      0      0        0     0    0   \n",
              "31651     0    0       0     0         0      0      0        0     0    0   \n",
              "31652     0    0       0     0         0      0      0        0     0    0   \n",
              "\n",
              "       nanbonkaha  nancy  nandor  nanga  nannies  nanook  nanotechnology  \\\n",
              "0               0      0       0      0        0       0               0   \n",
              "1               0      0       0      0        0       0               0   \n",
              "2               0      0       0      0        0       0               0   \n",
              "3               0      0       0      0        0       0               0   \n",
              "4               0      0       0      0        0       0               0   \n",
              "...           ...    ...     ...    ...      ...     ...             ...   \n",
              "31648           0      0       0      0        0       0               0   \n",
              "31649           0      0       0      0        0       0               0   \n",
              "31650           0      0       0      0        0       0               0   \n",
              "31651           0      0       0      0        0       0               0   \n",
              "31652           0      0       0      0        0       0               0   \n",
              "\n",
              "       nanticoke  nantucket  naomi  napa  naples  napoleon  napoleonic  naps  \\\n",
              "0              0          0      0     0       0         0           0     0   \n",
              "1              0          0      0     0       0         0           0     0   \n",
              "2              0          0      0     0       0         0           0     0   \n",
              "3              0          0      0     0       0         0           0     0   \n",
              "4              0          0      0     0       0         0           0     0   \n",
              "...          ...        ...    ...   ...     ...       ...         ...   ...   \n",
              "31648          0          0      0     0       0         0           0     0   \n",
              "31649          0          0      0     0       0         0           0     0   \n",
              "31650          0          0      0     0       0         0           0     0   \n",
              "31651          0          0      0     0       0         0           0     0   \n",
              "31652          0          0      0     0       0         0           0     0   \n",
              "\n",
              "       narcissa  narcissism  narcissistic  narcolepsy  narcotic  narcotics  \\\n",
              "0             0           0             0           0         0          0   \n",
              "1             0           0             0           0         0          0   \n",
              "2             0           0             0           0         0          0   \n",
              "3             0           0             0           0         0          0   \n",
              "4             0           0             0           0         0          0   \n",
              "...         ...         ...           ...         ...       ...        ...   \n",
              "31648         0           0             0           0         0          0   \n",
              "31649         0           0             0           0         0          0   \n",
              "31650         0           0             0           0         0          0   \n",
              "31651         0           0             0           0         0          0   \n",
              "31652         0           0             0           0         0          0   \n",
              "\n",
              "       nari  narnia  narrative  narratives  narrow  narvik  nascar  \\\n",
              "0         0       0          0           0       0       0       0   \n",
              "1         0       0          0           0       0       0       0   \n",
              "2         0       0          0           0       0       0       0   \n",
              "3         0       0          0           0       0       0       0   \n",
              "4         0       0          0           0       0       0       0   \n",
              "...     ...     ...        ...         ...     ...     ...     ...   \n",
              "31648     0       0          0           0       0       0       0   \n",
              "31649     0       0          0           0       0       0       0   \n",
              "31650     0       0          0           0       0       0       0   \n",
              "31651     0       0          0           0       0       0       0   \n",
              "31652     0       0          0           0       0       0       0   \n",
              "\n",
              "       nascimento  nasdijj  nash  nashua  nashville  nassau  nat  natalie  \\\n",
              "0               0        0     0       0          0       0    0        0   \n",
              "1               0        0     0       0          0       0    0        0   \n",
              "2               0        0     0       0          0       0    0        0   \n",
              "3               0        0     0       0          0       0    0        0   \n",
              "4               0        0     0       0          0       0    0        0   \n",
              "...           ...      ...   ...     ...        ...     ...  ...      ...   \n",
              "31648           0        0     0       0          0       0    0        0   \n",
              "31649           0        0     0       0          0       0    0        0   \n",
              "31650           0        0     0       0          0       0    0        0   \n",
              "31651           0        0     0       0          0       0    0        0   \n",
              "31652           0        0     0       0          0       0    0        0   \n",
              "\n",
              "       natchez  nate  nathalie  nathan  nathaniel  nation  national  \\\n",
              "0            0     0         0       0          0       0         0   \n",
              "1            0     0         0       0          0       0         0   \n",
              "2            0     0         0       0          0       0         0   \n",
              "3            0     0         0       0          0       0         0   \n",
              "4            0     0         0       0          0       0         0   \n",
              "...        ...   ...       ...     ...        ...     ...       ...   \n",
              "31648        0     0         0       0          0       0         0   \n",
              "31649        0     0         0       0          0       0         0   \n",
              "31650        0     0         0       0          0       0         0   \n",
              "31651        0     0         0       0          0       0         0   \n",
              "31652        0     0         0       0          0       0         0   \n",
              "\n",
              "       nationalbibliothek  nationalism  nationalists  nationality  \\\n",
              "0                       0            0             0            0   \n",
              "1                       0            0             0            0   \n",
              "2                       0            0             0            0   \n",
              "3                       0            0             0            0   \n",
              "4                       0            0             0            0   \n",
              "...                   ...          ...           ...          ...   \n",
              "31648                   0            0             0            0   \n",
              "31649                   0            0             0            0   \n",
              "31650                   0            0             0            0   \n",
              "31651                   0            0             0            0   \n",
              "31652                   0            0             0            0   \n",
              "\n",
              "       nationalsozialistische  nations  native  nativism  nativity  \\\n",
              "0                           0        0       0         0         0   \n",
              "1                           0        0       0         0         0   \n",
              "2                           0        0       0         0         0   \n",
              "3                           0        0       0         0         0   \n",
              "4                           0        0       0         0         0   \n",
              "...                       ...      ...     ...       ...       ...   \n",
              "31648                       0        0       0         0         0   \n",
              "31649                       0        0       0         0         0   \n",
              "31650                       0        0       0         0         0   \n",
              "31651                       0        0       0         0         0   \n",
              "31652                       0        0       0         0         0   \n",
              "\n",
              "       nattvardsg  natty  natural  naturalists  naturalization  nature  \\\n",
              "0               0      0        0            0               0       0   \n",
              "1               0      0        0            0               0       0   \n",
              "2               0      0        0            0               0       0   \n",
              "3               0      0        0            0               0       0   \n",
              "4               0      0        0            0               0       0   \n",
              "...           ...    ...      ...          ...             ...     ...   \n",
              "31648           0      0        0            0               0       0   \n",
              "31649           0      0        0            0               0       0   \n",
              "31650           0      0        0            0               0       0   \n",
              "31651           0      0        0            0               0       0   \n",
              "31652           0      0        0            0               0       0   \n",
              "\n",
              "       naturopathy  naturtalization  nausicaa  navajo  naval  navarre  navel  \\\n",
              "0                0                0         0       0      0        0      0   \n",
              "1                0                0         0       0      0        0      0   \n",
              "2                0                0         0       0      0        0      0   \n",
              "3                0                0         0       0      2        0      0   \n",
              "4                0                0         0       0      0        0      0   \n",
              "...            ...              ...       ...     ...    ...      ...    ...   \n",
              "31648            0                0         0       0      0        0      0   \n",
              "31649            0                0         0       0      0        0      0   \n",
              "31650            0                0         0       0      0        0      0   \n",
              "31651            0                0         0       0      0        0      0   \n",
              "31652            0                0         0       0      0        0      0   \n",
              "\n",
              "       navies  navigation  navigators  navy  nazi  nazis  naznacheniia  nberg  \\\n",
              "0           0           0           0     0     0      0             0      0   \n",
              "1           0           0           0     0     0      0             0      0   \n",
              "2           0           0           0     0     0      0             0      0   \n",
              "3           0           0           0     1     0      0             0      0   \n",
              "4           0           0           0     0     0      0             0      0   \n",
              "...       ...         ...         ...   ...   ...    ...           ...    ...   \n",
              "31648       0           0           0     0     0      0             0      0   \n",
              "31649       0           0           0     0     0      0             0      0   \n",
              "31650       0           0           0     0     0      0             0      0   \n",
              "31651       0           0           0     0     0      0             0      0   \n",
              "31652       0           0           0     0     0      0             0      0   \n",
              "\n",
              "       nchen  nd  ndez  ne  neal  neale  neanderthals  near  neb  nebraska  \\\n",
              "0          0   0     0   0     0      0             0     0    0         0   \n",
              "1          0   0     0   0     0      0             0     0    0         0   \n",
              "2          0   0     0   0     0      0             0     0    0         0   \n",
              "3          0   0     0   0     0      0             0     0    0         0   \n",
              "4          0   0     0   0     0      0             0     0    0         0   \n",
              "...      ...  ..   ...  ..   ...    ...           ...   ...  ...       ...   \n",
              "31648      0   0     0   0     0      0             0     0    0         0   \n",
              "31649      0   0     0   0     0      0             0     0    0         0   \n",
              "31650      0   0     0   0     0      0             0     0    0         0   \n",
              "31651      0   0     0   0     0      0             0     0    0         0   \n",
              "31652      0   0     0   0     0      0             0     0    0         0   \n",
              "\n",
              "       nebulae  neck  necklaces  ned  nederlandsche  needlework  neel  \\\n",
              "0            0     0          0    0              0           0     0   \n",
              "1            0     0          0    0              0           0     0   \n",
              "2            0     0          0    0              0           0     0   \n",
              "3            0     0          0    0              0           0     0   \n",
              "4            0     0          0    0              0           0     0   \n",
              "...        ...   ...        ...  ...            ...         ...   ...   \n",
              "31648        0     0          0    0              0           0     0   \n",
              "31649        0     0          0    0              0           0     0   \n",
              "31650        0     0          0    0              0           0     0   \n",
              "31651        0     0          0    0              0           0     0   \n",
              "31652        0     0          0    0              0           0     0   \n",
              "\n",
              "       negotiation  negotiations  negro  neighborhood  neighborhoods  \\\n",
              "0                0             0      0             0              0   \n",
              "1                0             0      0             0              0   \n",
              "2                0             0      0             0              0   \n",
              "3                0             0      0             0              0   \n",
              "4                0             0      0             0              0   \n",
              "...            ...           ...    ...           ...            ...   \n",
              "31648            0             0      0             0              0   \n",
              "31649            0             0      0             0              0   \n",
              "31650            0             0      0             0              0   \n",
              "31651            0             0      0             0              0   \n",
              "31652            0             0      0             0              0   \n",
              "\n",
              "       neighborliness  neighbors  neil  nell  nellie  nelson  nemo  neo  \\\n",
              "0                   0          0     0     0       0       0     0    0   \n",
              "1                   0          0     0     0       0       0     0    0   \n",
              "2                   0          0     0     0       0       0     0    0   \n",
              "3                   0          0     0     0       0       0     0    0   \n",
              "4                   0          0     0     0       0       0     0    0   \n",
              "...               ...        ...   ...   ...     ...     ...   ...  ...   \n",
              "31648               0          0     0     0       0       0     0    0   \n",
              "31649               0          0     0     0       0       0     0    0   \n",
              "31650               0          0     0     0       0       0     0    0   \n",
              "31651               0          0     0     0       0       0     0    0   \n",
              "31652               0          0     0     0       0       0     0    0   \n",
              "\n",
              "       neoclassicism  neolithic  neoplatonism  nepal  nepalese  nepali  nero  \\\n",
              "0                  0          0             0      0         0       0     0   \n",
              "1                  0          0             0      0         0       0     0   \n",
              "2                  0          0             0      0         0       0     0   \n",
              "3                  0          0             0      0         0       0     0   \n",
              "4                  0          0             0      0         0       0     0   \n",
              "...              ...        ...           ...    ...       ...     ...   ...   \n",
              "31648              0          0             0      0         0       0     0   \n",
              "31649              0          0             0      0         0       0     0   \n",
              "31650              0          0             0      0         0       0     0   \n",
              "31651              0          0             0      0         0       0     0   \n",
              "31652              0          0             0      0         0       0     0   \n",
              "\n",
              "       neruda  nerves  nervosa  nervous  ness  nest  nestleton  net  \\\n",
              "0           0       0        0        0     0     0          0    0   \n",
              "1           0       0        0        0     0     0          0    0   \n",
              "2           0       0        0        0     0     0          0    0   \n",
              "3           0       0        0        0     0     0          0    0   \n",
              "4           0       0        0        0     0     0          0    0   \n",
              "...       ...     ...      ...      ...   ...   ...        ...  ...   \n",
              "31648       0       0        0        0     0     0          0    0   \n",
              "31649       0       0        0        0     0     0          0    0   \n",
              "31650       0       0        0        0     0     0          0    0   \n",
              "31651       0       0        0        0     0     0          0    0   \n",
              "31652       0       0        0        0     0     0          0    0   \n",
              "\n",
              "       netherlands  network  networks  neulander  neurobiology  \\\n",
              "0                0        0         0          0             0   \n",
              "1                0        0         0          0             0   \n",
              "2                0        0         0          0             0   \n",
              "3                0        0         0          0             0   \n",
              "4                0        0         0          0             0   \n",
              "...            ...      ...       ...        ...           ...   \n",
              "31648            0        0         0          0             0   \n",
              "31649            0        0         0          0             0   \n",
              "31650            0        0         0          0             0   \n",
              "31651            0        0         0          0             0   \n",
              "31652            0        0         0          0             0   \n",
              "\n",
              "       neurolinguistic  neurologists  neurology  neuropathies  \\\n",
              "0                    0             0          0             0   \n",
              "1                    0             0          0             0   \n",
              "2                    0             0          0             0   \n",
              "3                    0             0          0             0   \n",
              "4                    0             0          0             0   \n",
              "...                ...           ...        ...           ...   \n",
              "31648                0             0          0             0   \n",
              "31649                0             0          0             0   \n",
              "31650                0             0          0             0   \n",
              "31651                0             0          0             0   \n",
              "31652                0             0          0             0   \n",
              "\n",
              "       neurophysiology  neuropsychology  neuroscience  neurosciences  \\\n",
              "0                    0                0             0              0   \n",
              "1                    0                0             0              0   \n",
              "2                    0                0             0              0   \n",
              "3                    0                0             0              0   \n",
              "4                    0                0             0              0   \n",
              "...                ...              ...           ...            ...   \n",
              "31648                0                0             0              0   \n",
              "31649                0                0             0              0   \n",
              "31650                0                0             0              0   \n",
              "31651                0                0             0              0   \n",
              "31652                0                0             0              0   \n",
              "\n",
              "       neuroses  neurosurgeons  neutrality  neutrinos  neutron  nev  nevada  \\\n",
              "0             0              0           0          0        0    0       0   \n",
              "1             0              0           0          0        0    0       0   \n",
              "2             0              0           0          0        0    0       0   \n",
              "3             0              0           0          0        0    0       0   \n",
              "4             0              0           0          0        0    0       0   \n",
              "...         ...            ...         ...        ...      ...  ...     ...   \n",
              "31648         0              0           0          0        0    0       0   \n",
              "31649         0              0           0          0        0    0       0   \n",
              "31650         0              0           0          0        0    0       0   \n",
              "31651         0              0           0          0        0    0       0   \n",
              "31652         0              0           0          0        0    0       0   \n",
              "\n",
              "       never  neville  new  newark  newbery  newborn  newby  newcastle  \\\n",
              "0          0        0    0       0        0        0      0          0   \n",
              "1          0        0    0       0        0        0      0          0   \n",
              "2          0        0    0       0        0        0      0          0   \n",
              "3          0        0    0       0        0        0      0          0   \n",
              "4          0        0    0       0        0        0      0          0   \n",
              "...      ...      ...  ...     ...      ...      ...    ...        ...   \n",
              "31648      0        0    0       0        0        0      0          0   \n",
              "31649      0        0    0       0        0        0      0          0   \n",
              "31650      0        0    0       0        0        0      0          0   \n",
              "31651      0        0    0       0        0        0      0          0   \n",
              "31652      0        0    0       0        0        0      0          0   \n",
              "\n",
              "       newfoundland  newman  newport  news  newsletter  newsletters  \\\n",
              "0                 0       0        0     0           0            0   \n",
              "1                 0       0        0     0           0            0   \n",
              "2                 0       0        0     0           0            0   \n",
              "3                 0       0        0     0           0            0   \n",
              "4                 0       0        0     0           0            0   \n",
              "...             ...     ...      ...   ...         ...          ...   \n",
              "31648             0       0        0     0           0            0   \n",
              "31649             0       0        0     0           0            0   \n",
              "31650             0       0        0     0           0            0   \n",
              "31651             0       0        0     0           0            0   \n",
              "31652             0       0        0     0           0            0   \n",
              "\n",
              "       newspaper  newspapers  newsprint  newsreels  newton  newtons  next  \\\n",
              "0              0           0          0          0       0        0     0   \n",
              "1              0           0          0          0       0        0     0   \n",
              "2              0           0          0          0       0        0     0   \n",
              "3              0           0          0          0       0        0     0   \n",
              "4              0           0          0          0       0        0     0   \n",
              "...          ...         ...        ...        ...     ...      ...   ...   \n",
              "31648          0           0          0          0       0        0     0   \n",
              "31649          0           0          0          0       0        0     0   \n",
              "31650          0           0          0          0       0        0     0   \n",
              "31651          0           0          0          0       0        0     0   \n",
              "31652          0           0          0          0       0        0     0   \n",
              "\n",
              "       nez  ng  nghia  ngorongoro  nguez  nguyen  nh  ni  niagara  nibelungen  \\\n",
              "0        0   0      0           0      0       0   0   0        0           0   \n",
              "1        0   0      0           0      0       0   0   0        0           0   \n",
              "2        0   0      0           0      0       0   0   0        0           0   \n",
              "3        0   0      0           0      0       0   0   0        0           0   \n",
              "4        0   0      0           0      0       0   0   0        0           0   \n",
              "...    ...  ..    ...         ...    ...     ...  ..  ..      ...         ...   \n",
              "31648    0   0      0           0      0       0   0   0        0           0   \n",
              "31649    0   0      0           0      0       0   0   0        0           0   \n",
              "31650    0   0      0           0      0       0   0   0        0           0   \n",
              "31651    0   0      0           0      0       0   0   0        0           0   \n",
              "31652    0   0      0           0      0       0   0   0        0           0   \n",
              "\n",
              "       nibley  nicarag  nicaragua  nicci  niccolrn  nice  nicholas  nichols  \\\n",
              "0           0        0          0      0         0     0         0        0   \n",
              "1           0        0          0      0         0     0         0        0   \n",
              "2           0        0          0      0         0     0         0        0   \n",
              "3           0        0          0      0         0     0         0        0   \n",
              "4           0        0          0      0         0     0         0        0   \n",
              "...       ...      ...        ...    ...       ...   ...       ...      ...   \n",
              "31648       0        0          0      0         0     0         0        0   \n",
              "31649       0        0          0      0         0     0         0        0   \n",
              "31650       0        0          0      0         0     0         0        0   \n",
              "31651       0        0          0      0         0     0         0        0   \n",
              "31652       0        0          0      0         0     0         0        0   \n",
              "\n",
              "       nicholson  nick  nicknames  nicolai  nicolas  nicolaus  nicole  \\\n",
              "0              0     0          0        0        0         0       0   \n",
              "1              0     0          0        0        0         0       0   \n",
              "2              0     0          0        0        0         0       0   \n",
              "3              0     0          0        0        0         0       0   \n",
              "4              0     0          0        0        0         0       0   \n",
              "...          ...   ...        ...      ...      ...       ...     ...   \n",
              "31648          0     0          0        0        0         0       0   \n",
              "31649          0     0          0        0        0         0       0   \n",
              "31650          0     0          0        0        0         0       0   \n",
              "31651          0     0          0        0        0         0       0   \n",
              "31652          0     0          0        0        0         0       0   \n",
              "\n",
              "       nicolson  nicotine  nidas  nieces  nielsen  niemeyer  nietzsche  nig  \\\n",
              "0             0         0      0       0        0         0          0    0   \n",
              "1             0         0      0       0        0         0          0    0   \n",
              "2             0         0      0       0        0         0          0    0   \n",
              "3             0         0      0       0        0         0          0    0   \n",
              "4             0         0      0       0        0         0          0    0   \n",
              "...         ...       ...    ...     ...      ...       ...        ...  ...   \n",
              "31648         0         0      0       0        0         0          0    0   \n",
              "31649         0         0      0       0        0         0          0    0   \n",
              "31650         0         0      0       0        0         0          0    0   \n",
              "31651         0         0      0       0        0         0          0    0   \n",
              "31652         0         0      0       0        0         0          0    0   \n",
              "\n",
              "       nigeria  nigerians  night  nightclubs  nightingale  nightmares  nights  \\\n",
              "0            0          0      0           0            0           0       0   \n",
              "1            0          0      0           0            0           0       0   \n",
              "2            0          0      0           0            0           0       0   \n",
              "3            0          0      0           0            0           0       0   \n",
              "4            0          0      0           0            0           0       0   \n",
              "...        ...        ...    ...         ...          ...         ...     ...   \n",
              "31648        0          0      0           0            0           0       0   \n",
              "31649        0          0      0           0            0           0       0   \n",
              "31650        0          0      0           0            0           0       0   \n",
              "31651        0          0      0           0            0           0       0   \n",
              "31652        0          0      0           0            0           0       0   \n",
              "\n",
              "       nihilism  nikita  nikola  nikolaevich  nikolaevna  nikolayevich  \\\n",
              "0             0       0       0            0           0             0   \n",
              "1             0       0       0            0           0             0   \n",
              "2             0       0       0            0           0             0   \n",
              "3             0       0       0            0           0             0   \n",
              "4             0       0       0            0           0             0   \n",
              "...         ...     ...     ...          ...         ...           ...   \n",
              "31648         0       0       0            0           0             0   \n",
              "31649         0       0       0            0           0             0   \n",
              "31650         0       0       0            0           0             0   \n",
              "31651         0       0       0            0           0             0   \n",
              "31652         0       0       0            0           0             0   \n",
              "\n",
              "       nikonos  nile  nilsson  nimitz  nin  nina  nine  nineteen  ninja  \\\n",
              "0            0     0        0       0    0     0     0         0      0   \n",
              "1            0     0        0       0    0     0     0         0      0   \n",
              "2            0     0        0       0    0     0     0         0      0   \n",
              "3            0     0        0       0    0     0     0         0      0   \n",
              "4            0     0        0       0    0     0     0         0      0   \n",
              "...        ...   ...      ...     ...  ...   ...   ...       ...    ...   \n",
              "31648        0     0        0       0    0     0     0         0      0   \n",
              "31649        0     0        0       0    0     0     0         0      0   \n",
              "31650        0     0        0       0    0     0     0         0      0   \n",
              "31651        0     0        0       0    0     0     0         0      0   \n",
              "31652        0     0        0       0    0     0     0         0      0   \n",
              "\n",
              "       ninstints  nisqually  nissan  nitrogen  nixon  noah  noahs  noam  \\\n",
              "0              0          0       0         0      0     0      0     0   \n",
              "1              0          0       0         0      0     0      0     0   \n",
              "2              0          0       0         0      0     0      0     0   \n",
              "3              0          0       0         0      0     0      0     0   \n",
              "4              0          0       0         0      0     0      0     0   \n",
              "...          ...        ...     ...       ...    ...   ...    ...   ...   \n",
              "31648          0          0       0         0      0     0      0     0   \n",
              "31649          0          0       0         0      0     0      0     0   \n",
              "31650          0          0       0         0      0     0      0     0   \n",
              "31651          0          0       0         0      0     0      0     0   \n",
              "31652          0          0       0         0      0     0      0     0   \n",
              "\n",
              "       nobel  nobility  noble  nobunaga  noche  nocturnal  noir  noise  nolde  \\\n",
              "0          0         0      0         0      0          0     0      0      0   \n",
              "1          0         0      0         0      0          0     0      0      0   \n",
              "2          0         0      0         0      0          0     0      0      0   \n",
              "3          0         0      0         0      0          0     0      0      0   \n",
              "4          0         0      0         0      0          0     0      0      0   \n",
              "...      ...       ...    ...       ...    ...        ...   ...    ...    ...   \n",
              "31648      0         0      0         0      0          0     0      0      0   \n",
              "31649      0         0      0         0      0          0     0      0      0   \n",
              "31650      0         0      0         0      0          0     0      0      0   \n",
              "31651      0         0      0         0      0          0     0      0      0   \n",
              "31652      0         0      0         0      0          0     0      0      0   \n",
              "\n",
              "       nomadic  nomads  nome  non  nonbook  nonets  nonfiction  \\\n",
              "0            0       0     0    0        0       0           0   \n",
              "1            0       0     0    0        0       0           0   \n",
              "2            0       0     0    0        0       0           0   \n",
              "3            0       0     0    0        0       0           0   \n",
              "4            0       0     0    0        0       0           0   \n",
              "...        ...     ...   ...  ...      ...     ...         ...   \n",
              "31648        0       0     0    0        0       0           0   \n",
              "31649        0       0     0    0        0       0           0   \n",
              "31650        0       0     0    0        0       0           0   \n",
              "31651        0       0     0    0        0       0           0   \n",
              "31652        0       0     0    0        0       0           0   \n",
              "\n",
              "       nonprescription  nonprofit  nonproliferation  nonsense  nonviolence  \\\n",
              "0                    0          0                 0         0            0   \n",
              "1                    0          0                 0         0            0   \n",
              "2                    0          0                 0         0            0   \n",
              "3                    0          0                 0         0            0   \n",
              "4                    0          0                 0         0            0   \n",
              "...                ...        ...               ...       ...          ...   \n",
              "31648                0          0                 0         0            0   \n",
              "31649                0          0                 0         0            0   \n",
              "31650                0          0                 0         0            0   \n",
              "31651                0          0                 0         0            0   \n",
              "31652                0          0                 0         0            0   \n",
              "\n",
              "       noon  noor  nora  norbert  nord  norfolk  norgay  noriega  norman  \\\n",
              "0         0     0     0        0     0        0       0        0       0   \n",
              "1         0     0     0        0     0        0       0        0       0   \n",
              "2         0     0     0        0     0        0       0        0       0   \n",
              "3         0     0     0        0     0        0       0        0       0   \n",
              "4         0     0     0        0     0        0       0        0       0   \n",
              "...     ...   ...   ...      ...   ...      ...     ...      ...     ...   \n",
              "31648     0     0     0        0     0        0       0        0       0   \n",
              "31649     0     0     0        0     0        0       0        0       0   \n",
              "31650     0     0     0        0     0        0       0        0       0   \n",
              "31651     0     0     0        0     0        0       0        0       0   \n",
              "31652     0     0     0        0     0        0       0        0       0   \n",
              "\n",
              "       normandy  normans  norse  north  northeast  northeastern  northern  \\\n",
              "0             0        0      0      0          0             0         0   \n",
              "1             0        0      0      0          0             0         0   \n",
              "2             0        0      0      0          0             0         0   \n",
              "3             0        0      0      0          0             0         0   \n",
              "4             0        0      0      0          0             0         0   \n",
              "...         ...      ...    ...    ...        ...           ...       ...   \n",
              "31648         0        0      0      0          0             0         0   \n",
              "31649         0        0      0      0          0             0         0   \n",
              "31650         0        0      0      0          0             0         0   \n",
              "31651         0        0      0      0          0             0         0   \n",
              "31652         0        0      0      0          0             0         0   \n",
              "\n",
              "       northmen  northon  northumberland  northwest  northwestern  norton  \\\n",
              "0             0        0               0          0             0       0   \n",
              "1             0        0               0          0             0       0   \n",
              "2             0        0               0          0             0       0   \n",
              "3             0        0               0          0             0       0   \n",
              "4             0        0               0          0             0       0   \n",
              "...         ...      ...             ...        ...           ...     ...   \n",
              "31648         0        0               0          0             0       0   \n",
              "31649         0        0               0          0             0       0   \n",
              "31650         0        0               0          0             0       0   \n",
              "31651         0        0               0          0             0       0   \n",
              "31652         0        0               0          0             0       0   \n",
              "\n",
              "       norway  norwegian  norwegians  nose  nosology  nossack  nostradamus  \\\n",
              "0           0          0           0     0         0        0            0   \n",
              "1           0          0           0     0         0        0            0   \n",
              "2           0          0           0     0         0        0            0   \n",
              "3           0          0           0     0         0        0            0   \n",
              "4           0          0           0     0         0        0            0   \n",
              "...       ...        ...         ...   ...       ...      ...          ...   \n",
              "31648       0          0           0     0         0        0            0   \n",
              "31649       0          0           0     0         0        0            0   \n",
              "31650       0          0           0     0         0        0            0   \n",
              "31651       0          0           0     0         0        0            0   \n",
              "31652       0          0           0     0         0        0            0   \n",
              "\n",
              "       notaro  note  notebooks  notes  nothing  notre  noun  nouns  nouveau  \\\n",
              "0           0     0          0      0        0      0     0      0        0   \n",
              "1           0     0          0      0        0      0     0      0        0   \n",
              "2           0     0          0      0        0      0     0      0        0   \n",
              "3           0     0          0      0        0      0     0      0        0   \n",
              "4           0     0          0      0        0      0     0      0        0   \n",
              "...       ...   ...        ...    ...      ...    ...   ...    ...      ...   \n",
              "31648       0     0          0      0        0      0     0      0        0   \n",
              "31649       0     0          0      0        0      0     0      0        0   \n",
              "31650       0     0          0      0        0      0     0      0        0   \n",
              "31651       0     0          0      0        0      0     0      0        0   \n",
              "31652       0     0          0      0        0      0     0      0        0   \n",
              "\n",
              "       nouwen  nova  novel  novela  novelists  novelizations  novels  novelty  \\\n",
              "0           0     0      0       0          0              0       0        0   \n",
              "1           0     0      0       0          0              0       0        0   \n",
              "2           0     0      0       0          0              0       0        0   \n",
              "3           0     0      0       0          0              0       0        0   \n",
              "4           0     0      0       0          0              0       0        0   \n",
              "...       ...   ...    ...     ...        ...            ...     ...      ...   \n",
              "31648       0     0      0       0          0              0       0        0   \n",
              "31649       0     0      0       0          0              0       0        0   \n",
              "31650       0     0      0       0          0              0       0        0   \n",
              "31651       0     0      0       0          0              0       1        0   \n",
              "31652       0     0      0       0          0              0       0        0   \n",
              "\n",
              "       novus  nszz  nuala  nuba  nubia  nubian  nuclear  nude  nuestra  nuevo  \\\n",
              "0          0     0      0     0      0       0        0     0        0      0   \n",
              "1          0     0      0     0      0       0        0     0        0      0   \n",
              "2          0     0      0     0      0       0        0     0        0      0   \n",
              "3          0     0      0     0      0       0        0     0        0      0   \n",
              "4          0     0      0     0      0       0        0     0        0      0   \n",
              "...      ...   ...    ...   ...    ...     ...      ...   ...      ...    ...   \n",
              "31648      0     0      0     0      0       0        0     0        0      0   \n",
              "31649      0     0      0     0      0       0        0     0        0      0   \n",
              "31650      0     0      0     0      0       0        0     0        0      0   \n",
              "31651      0     0      0     0      0       0        0     0        0      0   \n",
              "31652      0     0      0     0      0       0        0     0        0      0   \n",
              "\n",
              "       number  numbers  numerals  numeration  numerology  nunavut  nuns  \\\n",
              "0           0        0         0           0           0        0     0   \n",
              "1           0        0         0           0           0        0     0   \n",
              "2           0        0         0           0           0        0     0   \n",
              "3           0        0         0           0           0        0     0   \n",
              "4           0        0         0           0           0        0     0   \n",
              "...       ...      ...       ...         ...         ...      ...   ...   \n",
              "31648       0        0         0           0           0        0     0   \n",
              "31649       0        0         0           0           0        0     0   \n",
              "31650       0        0         0           0           0        0     0   \n",
              "31651       0        0         0           0           0        0     0   \n",
              "31652       0        0         0           0           0        0     0   \n",
              "\n",
              "       nuremberg  nurse  nurseries  nursery  nurses  nursing  nurture  \\\n",
              "0              0      0          0        0       0        0        0   \n",
              "1              0      0          0        0       0        0        0   \n",
              "2              0      0          0        0       0        0        0   \n",
              "3              0      0          0        0       0        0        0   \n",
              "4              0      0          0        0       0        0        0   \n",
              "...          ...    ...        ...      ...     ...      ...      ...   \n",
              "31648          0      0          0        0       0        0        0   \n",
              "31649          0      0          0        0       0        0        0   \n",
              "31650          0      0          0        0       0        0        0   \n",
              "31651          0      0          0        0       0        0        0   \n",
              "31652          0      0          0        0       0        0        0   \n",
              "\n",
              "       nutcracker  nutrition  nutritional  nutritionally  oahu  oakland  oaks  \\\n",
              "0               0          0            0              0     0        0     0   \n",
              "1               0          0            0              0     0        0     0   \n",
              "2               0          0            0              0     0        0     0   \n",
              "3               0          0            0              0     0        0     0   \n",
              "4               0          0            0              0     0        0     0   \n",
              "...           ...        ...          ...            ...   ...      ...   ...   \n",
              "31648           0          0            0              0     0        0     0   \n",
              "31649           0          0            0              0     0        0     0   \n",
              "31650           0          0            0              0     0        0     0   \n",
              "31651           0          0            0              0     0        0     0   \n",
              "31652           0          0            0              0     0        0     0   \n",
              "\n",
              "       oaths  oaxaca  oba  obama  obedience  obeidi  obesity  obi  obituaries  \\\n",
              "0          0       0    0      0          0       0        0    0           0   \n",
              "1          0       0    0      0          0       0        0    0           0   \n",
              "2          0       0    0      0          0       0        0    0           0   \n",
              "3          0       0    0      0          0       0        0    0           0   \n",
              "4          0       0    0      0          0       0        0    0           0   \n",
              "...      ...     ...  ...    ...        ...     ...      ...  ...         ...   \n",
              "31648      0       0    0      0          0       0        0    0           0   \n",
              "31649      0       0    0      0          0       0        0    0           0   \n",
              "31650      0       0    0      0          0       0        0    0           0   \n",
              "31651      0       0    0      0          0       0        0    0           0   \n",
              "31652      0       0    0      0          0       0        0    0           0   \n",
              "\n",
              "       object  objectives  objectivity  objects  obliterans  oboe  oboes  \\\n",
              "0           0           0            0        0           0     0      0   \n",
              "1           0           0            0        0           0     0      0   \n",
              "2           0           0            0        0           0     0      0   \n",
              "3           0           0            0        0           0     0      0   \n",
              "4           0           0            0        0           0     0      0   \n",
              "...       ...         ...          ...      ...         ...   ...    ...   \n",
              "31648       0           0            0        0           0     0      0   \n",
              "31649       0           0            0        0           0     0      0   \n",
              "31650       0           0            0        0           0     0      0   \n",
              "31651       0           0            0        0           0     0      0   \n",
              "31652       0           0            0        0           0     0      0   \n",
              "\n",
              "       obrian  obrien  obscenity  observations  observers  obsessive  \\\n",
              "0           0       0          0             0          0          0   \n",
              "1           0       0          0             0          0          0   \n",
              "2           0       0          0             0          0          0   \n",
              "3           0       0          0             0          0          0   \n",
              "4           0       0          0             0          0          0   \n",
              "...       ...     ...        ...           ...        ...        ...   \n",
              "31648       0       0          0             0          0          0   \n",
              "31649       0       0          0             0          0          0   \n",
              "31650       0       0          0             0          0          0   \n",
              "31651       0       0          0             0          0          0   \n",
              "31652       0       0          0             0          0          0   \n",
              "\n",
              "       obstetricians  obstetrics  obstruct  ocala  ocampo  occult  occultism  \\\n",
              "0                  0           0         0      0       0       0          0   \n",
              "1                  0           0         0      0       0       0          0   \n",
              "2                  0           0         0      0       0       0          0   \n",
              "3                  0           0         0      0       0       0          0   \n",
              "4                  0           0         0      0       0       0          0   \n",
              "...              ...         ...       ...    ...     ...     ...        ...   \n",
              "31648              0           0         0      0       0       0          0   \n",
              "31649              0           0         0      0       0       0          0   \n",
              "31650              0           0         0      0       0       0          0   \n",
              "31651              0           0         0      0       0       0          0   \n",
              "31652              0           0         0      0       0       0          0   \n",
              "\n",
              "       occultists  occupation  occupational  occupations  occupied  ocean  \\\n",
              "0               0           0             0            0         0      0   \n",
              "1               0           0             0            0         0      0   \n",
              "2               0           0             0            0         0      0   \n",
              "3               0           0             0            0         0      0   \n",
              "4               0           0             0            0         0      0   \n",
              "...           ...         ...           ...          ...       ...    ...   \n",
              "31648           0           0             0            0         0      0   \n",
              "31649           0           0             0            0         0      0   \n",
              "31650           0           0             0            0         0      0   \n",
              "31651           0           0             0            0         0      0   \n",
              "31652           0           0             0            0         0      0   \n",
              "\n",
              "       oceania  oceanographers  oceanography  ocelot  oconnor  octavio  \\\n",
              "0            0               0             0       0        0        0   \n",
              "1            0               0             0       0        0        0   \n",
              "2            0               0             0       0        0        0   \n",
              "3            0               0             0       0        0        0   \n",
              "4            0               0             0       0        0        0   \n",
              "...        ...             ...           ...     ...      ...      ...   \n",
              "31648        0               0             0       0        0        0   \n",
              "31649        0               0             0       0        0        0   \n",
              "31650        0               0             0       0        0        0   \n",
              "31651        0               0             0       0        0        0   \n",
              "31652        0               0             0       0        0        0   \n",
              "\n",
              "       octets  octopuses  oda  odell  odessa  odonnell  odors  odysseus  \\\n",
              "0           0          0    0      0       0         0      0         0   \n",
              "1           0          0    0      0       0         0      0         0   \n",
              "2           0          0    0      0       0         0      0         0   \n",
              "3           0          0    0      0       0         0      0         0   \n",
              "4           0          0    0      0       0         0      0         0   \n",
              "...       ...        ...  ...    ...     ...       ...    ...       ...   \n",
              "31648       0          0    0      0       0         0      0         0   \n",
              "31649       0          0    0      0       0         0      0         0   \n",
              "31650       0          0    0      0       0         0      0         0   \n",
              "31651       0          0    0      0       0         0      0         0   \n",
              "31652       0          0    0      0       0         0      0         0   \n",
              "\n",
              "       offenders  offense  offenses  office  officers  offices  official  \\\n",
              "0              0        0         0       0         0        0         0   \n",
              "1              0        0         0       0         0        0         0   \n",
              "2              0        0         0       0         0        0         0   \n",
              "3              0        0         0       0         0        0         0   \n",
              "4              0        0         0       0         0        0         0   \n",
              "...          ...      ...       ...     ...       ...      ...       ...   \n",
              "31648          0        0         0       0         0        0         0   \n",
              "31649          0        0         0       0         0        0         0   \n",
              "31650          0        0         0       0         0        0         0   \n",
              "31651          0        0         0       0         0        0         0   \n",
              "31652          0        0         0       0         0        0         0   \n",
              "\n",
              "       officials  officiating  offshore  ogami  ogden  ogilvy  oglala  ogres  \\\n",
              "0              0            0         0      0      0       0       0      0   \n",
              "1              0            0         0      0      0       0       0      0   \n",
              "2              0            0         0      0      0       0       0      0   \n",
              "3              0            0         0      0      0       0       0      0   \n",
              "4              0            0         0      0      0       0       0      0   \n",
              "...          ...          ...       ...    ...    ...     ...     ...    ...   \n",
              "31648          0            0         0      0      0       0       0      0   \n",
              "31649          0            0         0      0      0       0       0      0   \n",
              "31650          0            0         0      0      0       0       0      0   \n",
              "31651          0            0         0      0      0       0       0      0   \n",
              "31652          0            0         0      0      0       0       0      0   \n",
              "\n",
              "       ohanlon  ohara  ohayon  ohio  oil  oils  ois  ojibwa  oke  okeeffe  \\\n",
              "0            0      0       0     0    0     0    0       0    0        0   \n",
              "1            0      0       0     0    0     0    0       0    0        0   \n",
              "2            0      0       0     0    0     0    0       0    0        0   \n",
              "3            0      0       0     0    0     0    0       0    0        0   \n",
              "4            0      0       0     0    0     0    0       0    0        0   \n",
              "...        ...    ...     ...   ...  ...   ...  ...     ...  ...      ...   \n",
              "31648        0      0       0     0    0     0    0       0    0        0   \n",
              "31649        0      0       0     0    0     0    0       0    0        0   \n",
              "31650        0      0       0     0    0     0    0       0    0        0   \n",
              "31651        0      0       0     0    0     0    0       0    0        0   \n",
              "31652        0      0       0     0    0     0    0       0    0        0   \n",
              "\n",
              "       okefenokee  okla  oklahoma  ol  old  older  oleksiiovych  oliver  \\\n",
              "0               0     0         0   0    0      0             0       0   \n",
              "1               0     0         0   0    0      0             0       0   \n",
              "2               0     0         0   0    0      0             0       0   \n",
              "3               0     0         0   0    0      0             0       0   \n",
              "4               0     0         0   0    0      0             0       0   \n",
              "...           ...   ...       ...  ..  ...    ...           ...     ...   \n",
              "31648           0     0         0   0    0      0             0       0   \n",
              "31649           0     0         0   0    0      0             0       0   \n",
              "31650           0     0         0   0    0      0             0       0   \n",
              "31651           0     0         0   0    0      0             0       0   \n",
              "31652           0     0         0   0    0      0             0       0   \n",
              "\n",
              "       olivero  olivier  olsen  olympic  olympics  omalley  oman  omari  \\\n",
              "0            0        0      0        0         0        0     0      0   \n",
              "1            0        0      0        0         0        0     0      0   \n",
              "2            0        0      0        0         0        0     0      0   \n",
              "3            0        0      0        0         0        0     0      0   \n",
              "4            0        0      0        0         0        0     0      0   \n",
              "...        ...      ...    ...      ...       ...      ...   ...    ...   \n",
              "31648        0        0      0        0         0        0     0      0   \n",
              "31649        0        0      0        0         0        0     0      0   \n",
              "31650        0        0      0        0         0        0     0      0   \n",
              "31651        0        0      0        0         0        0     0      0   \n",
              "31652        0        0      0        0         0        0     0      0   \n",
              "\n",
              "       omayra  omega  omnimedia  onassis  one  oneal  oneill  online  ono  \\\n",
              "0           0      0          0        0    0      0       0       0    0   \n",
              "1           0      0          0        0    0      0       0       0    0   \n",
              "2           0      0          0        0    0      0       0       0    0   \n",
              "3           0      0          0        0    0      0       0       0    0   \n",
              "4           0      0          0        0    0      0       0       0    0   \n",
              "...       ...    ...        ...      ...  ...    ...     ...     ...  ...   \n",
              "31648       0      0          0        0    0      0       0       0    0   \n",
              "31649       0      0          0        0    0      0       0       0    0   \n",
              "31650       0      0          0        0    0      0       0       0    0   \n",
              "31651       0      0          0        0    0      0       0       0    0   \n",
              "31652       0      0          0        0    0      0       0       0    0   \n",
              "\n",
              "       onondaga  ont  ontario  ontology  oodham  ooka  oost  op  opal  open  \\\n",
              "0             0    0        0         0       0     0     0   0     0     0   \n",
              "1             0    0        0         0       0     0     0   0     0     0   \n",
              "2             0    0        0         0       0     0     0   0     0     0   \n",
              "3             0    0        0         0       0     0     0   0     0     0   \n",
              "4             0    0        0         0       0     0     0   0     0     0   \n",
              "...         ...  ...      ...       ...     ...   ...   ...  ..   ...   ...   \n",
              "31648         0    0        0         0       0     0     0   0     0     0   \n",
              "31649         0    0        0         0       0     0     0   0     0     0   \n",
              "31650         0    0        0         0       0     0     0   0     0     0   \n",
              "31651         0    0        0         0       0     0     0   0     0     0   \n",
              "31652         0    0        0         0       0     0     0   0     0     0   \n",
              "\n",
              "       openings  opera  operas  operating  operation  operations  operators  \\\n",
              "0             0      0       0          0          0           0          0   \n",
              "1             0      0       0          0          0           0          0   \n",
              "2             0      0       0          0          0           0          0   \n",
              "3             0      0       0          0          0           0          0   \n",
              "4             0      0       0          0          0           0          0   \n",
              "...         ...    ...     ...        ...        ...         ...        ...   \n",
              "31648         0      0       0          0          0           0          0   \n",
              "31649         0      0       0          0          0           0          0   \n",
              "31650         0      0       0          0          0           0          0   \n",
              "31651         0      0       0          0          0           0          0   \n",
              "31652         0      0       0          0          0           0          0   \n",
              "\n",
              "       operetta  ophthalmological  opinion  opium  opossums  oppenheim  \\\n",
              "0             0                 0        0      0         0          0   \n",
              "1             0                 0        0      0         0          0   \n",
              "2             0                 0        0      0         0          0   \n",
              "3             0                 0        0      0         0          0   \n",
              "4             0                 0        0      0         0          0   \n",
              "...         ...               ...      ...    ...       ...        ...   \n",
              "31648         0                 0        0      0         0          0   \n",
              "31649         0                 0        0      0         0          0   \n",
              "31650         0                 0        0      0         0          0   \n",
              "31651         0                 0        0      0         0          0   \n",
              "31652         0                 0        0      0         0          0   \n",
              "\n",
              "       oppenheimer  opposition  oprah  optical  optics  optimism  options  \\\n",
              "0                0           0      0        0       0         0        0   \n",
              "1                0           0      0        0       0         0        0   \n",
              "2                0           0      0        0       0         0        0   \n",
              "3                0           0      0        0       0         0        0   \n",
              "4                0           0      0        0       0         0        0   \n",
              "...            ...         ...    ...      ...     ...       ...      ...   \n",
              "31648            0           0      0        0       0         0        0   \n",
              "31649            0           0      0        0       0         0        0   \n",
              "31650            0           0      0        0       0         0        0   \n",
              "31651            0           0      0        0       0         0        0   \n",
              "31652            0           0      0        0       0         0        0   \n",
              "\n",
              "       ora  oracle  oral  orange  oranges  orangutan  oratorios  oratory  \\\n",
              "0        0       0     0       0        0          0          0        0   \n",
              "1        0       0     0       0        0          0          0        0   \n",
              "2        0       0     0       0        0          0          0        0   \n",
              "3        0       0     0       0        0          0          0        0   \n",
              "4        0       0     0       0        0          0          0        0   \n",
              "...    ...     ...   ...     ...      ...        ...        ...      ...   \n",
              "31648    0       0     0       0        0          0          0        0   \n",
              "31649    0       0     0       0        0          0          0        0   \n",
              "31650    0       0     0       0        0          0          0        0   \n",
              "31651    0       0     0       0        0          0          0        0   \n",
              "31652    0       0     0       0        0          0          0        0   \n",
              "\n",
              "       orazio  orbium  orchards  orchestra  orchestral  orchestras  \\\n",
              "0           0       0         0          0           0           0   \n",
              "1           0       0         0          0           0           0   \n",
              "2           0       0         0          0           0           0   \n",
              "3           0       0         0          0           0           0   \n",
              "4           0       0         0          0           0           0   \n",
              "...       ...     ...       ...        ...         ...         ...   \n",
              "31648       0       0         0          0           0           0   \n",
              "31649       0       0         0          0           0           0   \n",
              "31650       0       0         0          0           0           0   \n",
              "31651       0       0         0          0           0           0   \n",
              "31652       0       0         0          0           0           0   \n",
              "\n",
              "       orchestration  orchid  orchids  order  orderliness  orders  ordnance  \\\n",
              "0                  0       0        0      0            0       0         0   \n",
              "1                  0       0        0      0            0       0         0   \n",
              "2                  0       0        0      0            0       0         0   \n",
              "3                  0       0        0      0            0       0         0   \n",
              "4                  0       0        0      0            0       0         0   \n",
              "...              ...     ...      ...    ...          ...     ...       ...   \n",
              "31648              0       0        0      0            0       0         0   \n",
              "31649              0       0        0      0            0       0         0   \n",
              "31650              0       0        0      0            0       0         0   \n",
              "31651              0       0        0      0            0       0         0   \n",
              "31652              0       0        0      0            0       0         0   \n",
              "\n",
              "       oregano  oregon  oreille  oreilly  organ  organic  organisms  \\\n",
              "0            0       0        0        0      0        0          0   \n",
              "1            0       0        0        0      0        0          0   \n",
              "2            0       0        0        0      0        0          0   \n",
              "3            0       0        0        0      0        0          0   \n",
              "4            0       0        0        0      0        0          0   \n",
              "...        ...     ...      ...      ...    ...      ...        ...   \n",
              "31648        0       0        0        0      0        0          0   \n",
              "31649        0       0        0        0      0        0          0   \n",
              "31650        0       0        0        0      0        0          0   \n",
              "31651        0       0        0        0      0        0          0   \n",
              "31652        0       0        0        0      0        0          0   \n",
              "\n",
              "       organization  organizational  organizations  organized  organizing  \\\n",
              "0                 0               0              0          0           0   \n",
              "1                 0               0              0          0           0   \n",
              "2                 0               0              0          0           0   \n",
              "3                 0               0              0          0           0   \n",
              "4                 0               0              0          0           0   \n",
              "...             ...             ...            ...        ...         ...   \n",
              "31648             0               0              0          0           0   \n",
              "31649             0               0              0          0           0   \n",
              "31650             0               0              0          0           0   \n",
              "31651             0               0              0          0           0   \n",
              "31652             0               0              0          0           0   \n",
              "\n",
              "       organs  orgeron  oriah  orient  oriental  orientalists  orientation  \\\n",
              "0           0        0      0       0         0             0            0   \n",
              "1           0        0      0       0         0             0            0   \n",
              "2           0        0      0       0         0             0            0   \n",
              "3           0        0      0       0         0             0            0   \n",
              "4           0        0      0       0         0             0            0   \n",
              "...       ...      ...    ...     ...       ...           ...          ...   \n",
              "31648       0        0      0       0         0             0            0   \n",
              "31649       0        0      0       0         0             0            0   \n",
              "31650       0        0      0       0         0             0            0   \n",
              "31651       0        0      0       0         0             0            0   \n",
              "31652       0        0      0       0         0             0            0   \n",
              "\n",
              "       oriented  orienteering  origami  origin  originals  orishas  orkney  \\\n",
              "0             0             0        0       0          0        0       0   \n",
              "1             0             0        0       0          0        0       0   \n",
              "2             0             0        0       0          0        0       0   \n",
              "3             0             0        0       0          0        0       0   \n",
              "4             0             0        0       0          0        0       0   \n",
              "...         ...           ...      ...     ...        ...      ...     ...   \n",
              "31648         0             0        0       0          0        0       0   \n",
              "31649         0             0        0       0          0        0       0   \n",
              "31650         0             0        0       0          0        0       0   \n",
              "31651         0             0        0       0          0        0       0   \n",
              "31652         0             0        0       0          0        0       0   \n",
              "\n",
              "       orl  orlando  orlean  orleans  ornament  ornamental  ornaments  \\\n",
              "0        0        0       0        0         0           0          0   \n",
              "1        0        0       0        0         0           0          0   \n",
              "2        0        0       0        0         0           0          0   \n",
              "3        0        0       0        0         0           0          0   \n",
              "4        0        0       0        0         0           0          0   \n",
              "...    ...      ...     ...      ...       ...         ...        ...   \n",
              "31648    0        0       0        0         0           0          0   \n",
              "31649    0        0       0        0         0           0          0   \n",
              "31650    0        0       0        0         0           0          0   \n",
              "31651    0        0       0        0         0           0          0   \n",
              "31652    0        0       0        0         0           0          0   \n",
              "\n",
              "       ornithological  ornithologists  orphan  orphanages  orphans  orr  \\\n",
              "0                   0               0       0           0        0    0   \n",
              "1                   0               0       0           0        0    0   \n",
              "2                   0               0       0           0        0    0   \n",
              "3                   0               0       0           0        0    0   \n",
              "4                   0               0       0           0        0    0   \n",
              "...               ...             ...     ...         ...      ...  ...   \n",
              "31648               0               0       0           0        0    0   \n",
              "31649               0               0       0           0        0    0   \n",
              "31650               0               0       0           0        0    0   \n",
              "31651               0               0       0           0        0    0   \n",
              "31652               0               0       0           0        0    0   \n",
              "\n",
              "       orsini  orson  orthodontic  orthodox  orthogenic  orthography  \\\n",
              "0           0      0            0         0           0            0   \n",
              "1           0      0            0         0           0            0   \n",
              "2           0      0            0         0           0            0   \n",
              "3           0      0            0         0           0            0   \n",
              "4           0      0            0         0           0            0   \n",
              "...       ...    ...          ...       ...         ...          ...   \n",
              "31648       0      0            0         0           0            0   \n",
              "31649       0      0            0         0           0            0   \n",
              "31650       0      0            0         0           0            0   \n",
              "31651       0      0            0         0           0            0   \n",
              "31652       0      0            0         0           0            0   \n",
              "\n",
              "       orthoptics  orville  orwell  os  osama  osamu  oscar  oscura  oshea  \\\n",
              "0               0        0       0   0      0      0      0       0      0   \n",
              "1               0        0       0   0      0      0      0       0      0   \n",
              "2               0        0       0   0      0      0      0       0      0   \n",
              "3               0        0       0   0      0      0      0       0      0   \n",
              "4               0        0       0   0      0      0      0       0      0   \n",
              "...           ...      ...     ...  ..    ...    ...    ...     ...    ...   \n",
              "31648           0        0       0   0      0      0      0       0      0   \n",
              "31649           0        0       0   0      0      0      0       0      0   \n",
              "31650           0        0       0   0      0      0      0       0      0   \n",
              "31651           0        0       0   0      0      0      0       0      0   \n",
              "31652           0        0       0   0      0      0      0       0      0   \n",
              "\n",
              "       osho  osip  osobogo  osos  osprey  ossining  osteopenia  osteoporosis  \\\n",
              "0         0     0        0     0       0         0           0             0   \n",
              "1         0     0        0     0       0         0           0             0   \n",
              "2         0     0        0     0       0         0           0             0   \n",
              "3         0     0        0     0       0         0           0             0   \n",
              "4         0     0        0     0       0         0           0             0   \n",
              "...     ...   ...      ...   ...     ...       ...         ...           ...   \n",
              "31648     0     0        0     0       0         0           0             0   \n",
              "31649     0     0        0     0       0         0           0             0   \n",
              "31650     0     0        0     0       0         0           0             0   \n",
              "31651     0     0        0     0       0         0           0             0   \n",
              "31652     0     0        0     0       0         0           0             0   \n",
              "\n",
              "       ostrow  oswald  oswego  othello  otitis  ottavio  otter  otters  \\\n",
              "0           0       0       0        0       0        0      0       0   \n",
              "1           0       0       0        0       0        0      0       0   \n",
              "2           0       0       0        0       0        0      0       0   \n",
              "3           0       0       0        0       0        0      0       0   \n",
              "4           0       0       0        0       0        0      0       0   \n",
              "...       ...     ...     ...      ...     ...      ...    ...     ...   \n",
              "31648       0       0       0        0       0        0      0       0   \n",
              "31649       0       0       0        0       0        0      0       0   \n",
              "31650       0       0       0        0       0        0      0       0   \n",
              "31651       0       0       0        0       0        0      0       0   \n",
              "31652       0       0       0        0       0        0      0       0   \n",
              "\n",
              "       ottilie  ottoman  oud  ouest  oumu  outdoor  outer  outlaws  outlines  \\\n",
              "0            0        0    0      0     0        0      0        0         0   \n",
              "1            0        0    0      0     0        0      0        0         0   \n",
              "2            0        0    0      0     0        0      0        0         0   \n",
              "3            0        0    0      0     0        0      0        0         0   \n",
              "4            0        0    0      0     0        0      0        0         0   \n",
              "...        ...      ...  ...    ...   ...      ...    ...      ...       ...   \n",
              "31648        0        0    0      0     0        0      0        0         0   \n",
              "31649        0        0    0      0     0        0      0        0         0   \n",
              "31650        0        0    0      0     0        0      0        0         0   \n",
              "31651        0        0    0      0     0        0      0        0         0   \n",
              "31652        0        0    0      0     0        0      0        0         0   \n",
              "\n",
              "       outlook  output  outreach  outtakes  overeaters  overland  overlord  \\\n",
              "0            0       0         0         0           0         0         0   \n",
              "1            0       0         0         0           0         0         0   \n",
              "2            0       0         0         0           0         0         0   \n",
              "3            0       0         0         0           0         0         0   \n",
              "4            0       0         0         0           0         0         0   \n",
              "...        ...     ...       ...       ...         ...       ...       ...   \n",
              "31648        0       0         0         0           0         0         0   \n",
              "31649        0       0         0         0           0         0         0   \n",
              "31650        0       0         0         0           0         0         0   \n",
              "31651        0       0         0         0           0         0         0   \n",
              "31652        0       0         0         0           0         0         0   \n",
              "\n",
              "       overs  overseas  overtures  overuse  overweight  ovid  oviraptor  \\\n",
              "0          0         0          0        0           0     0          0   \n",
              "1          0         0          0        0           0     0          0   \n",
              "2          0         0          0        0           0     0          0   \n",
              "3          0         0          0        0           0     0          0   \n",
              "4          0         0          0        0           0     0          0   \n",
              "...      ...       ...        ...      ...         ...   ...        ...   \n",
              "31648      0         0          0        0           0     0          0   \n",
              "31649      0         0          0        0           0     0          0   \n",
              "31650      0         0          0        0           0     0          0   \n",
              "31651      0         0          0        0           0     0          0   \n",
              "31652      0         0          0        0           0     0          0   \n",
              "\n",
              "       owain  owen  owens  owl  owls  owned  owners  ownership  oxford  oxide  \\\n",
              "0          0     0      0    0     0      0       0          0       0      0   \n",
              "1          0     0      0    0     0      0       0          0       0      0   \n",
              "2          0     0      0    0     0      0       0          0       0      0   \n",
              "3          0     0      0    0     0      0       0          0       0      0   \n",
              "4          0     0      0    0     0      0       0          0       0      0   \n",
              "...      ...   ...    ...  ...   ...    ...     ...        ...     ...    ...   \n",
              "31648      0     0      0    0     0      0       0          0       0      0   \n",
              "31649      0     0      0    0     0      0       0          0       0      0   \n",
              "31650      0     0      0    0     0      0       0          0       0      0   \n",
              "31651      0     0      0    0     0      0       0          0       0      0   \n",
              "31652      0     0      0    0     0      0       0          0       0      0   \n",
              "\n",
              "       oxygen  oxymoron  oz  ozark  p  pa  pablo  pacific  pacifiers  packer  \\\n",
              "0           0         0   0      0  0   0      0        0          0       0   \n",
              "1           0         0   0      0  0   0      0        0          0       0   \n",
              "2           0         0   0      0  0   0      0        0          0       0   \n",
              "3           0         0   0      0  0   0      0        0          0       0   \n",
              "4           0         0   0      0  0   0      0        0          0       0   \n",
              "...       ...       ...  ..    ... ..  ..    ...      ...        ...     ...   \n",
              "31648       0         0   0      0  0   0      0        0          0       0   \n",
              "31649       0         0   0      0  0   0      0        0          0       0   \n",
              "31650       0         0   0      0  0   0      0        0          0       0   \n",
              "31651       0         0   0      0  0   0      0        0          0       0   \n",
              "31652       0         0   0      0  0   0      0        0          0       0   \n",
              "\n",
              "       packers  packhorse  paco  pacts  paddington  paganism  pageants  pages  \\\n",
              "0            0          0     0      0           0         0         0      0   \n",
              "1            0          0     0      0           0         0         0      0   \n",
              "2            0          0     0      0           0         0         0      0   \n",
              "3            0          0     0      0           0         0         0      0   \n",
              "4            0          0     0      0           0         0         0      0   \n",
              "...        ...        ...   ...    ...         ...       ...       ...    ...   \n",
              "31648        0          0     0      0           0         0         0      0   \n",
              "31649        0          0     0      0           0         0         0      0   \n",
              "31650        0          0     0      0           0         0         0      0   \n",
              "31651        0          0     0      0           0         0         0      0   \n",
              "31652        0          0     0      0           0         0         0      0   \n",
              "\n",
              "       paget  pahlavi  paige  pain  paine  paint  painted  painters  painting  \\\n",
              "0          0        0      0     0      0      0        0         0         0   \n",
              "1          0        0      0     0      0      0        0         0         0   \n",
              "2          0        0      0     0      0      0        0         0         0   \n",
              "3          0        0      0     0      0      0        0         0         0   \n",
              "4          0        0      0     0      0      0        0         0         0   \n",
              "...      ...      ...    ...   ...    ...    ...      ...       ...       ...   \n",
              "31648      0        0      0     0      0      0        0         0         0   \n",
              "31649      0        0      0     0      0      0        0         0         0   \n",
              "31650      0        0      0     0      0      0        0         0         0   \n",
              "31651      0        0      0     0      0      0        0         0         0   \n",
              "31652      0        0      0     0      0      0        0         0         0   \n",
              "\n",
              "       paintings  pairs  pais  pajamas  pakistan  pakistani  palace  palate  \\\n",
              "0              0      0     0        0         0          0       0       0   \n",
              "1              0      0     0        0         0          0       0       0   \n",
              "2              0      0     0        0         0          0       0       0   \n",
              "3              0      0     0        0         0          0       0       0   \n",
              "4              0      0     0        0         0          0       0       0   \n",
              "...          ...    ...   ...      ...       ...        ...     ...     ...   \n",
              "31648          0      0     0        0         0          0       0       0   \n",
              "31649          0      0     0        0         0          0       0       0   \n",
              "31650          0      0     0        0         0          0       0       0   \n",
              "31651          0      0     0        0         0          0       0       0   \n",
              "31652          0      0     0        0         0          0       0       0   \n",
              "\n",
              "       paleoanthropology  paleontology  palermo  palestine  palestinian  \\\n",
              "0                      0             0        0          0            0   \n",
              "1                      0             0        0          0            0   \n",
              "2                      0             0        0          0            0   \n",
              "3                      0             0        0          0            0   \n",
              "4                      0             0        0          0            0   \n",
              "...                  ...           ...      ...        ...          ...   \n",
              "31648                  0             0        0          0            0   \n",
              "31649                  0             0        0          0            0   \n",
              "31650                  0             0        0          0            0   \n",
              "31651                  0             0        0          0            0   \n",
              "31652                  0             0        0          0            0   \n",
              "\n",
              "       paley  palimony  palimpsests  palindromes  palliative  palm  palmistry  \\\n",
              "0          0         0            0            0           0     0          0   \n",
              "1          0         0            0            0           0     0          0   \n",
              "2          0         0            0            0           0     0          0   \n",
              "3          0         0            0            0           0     0          0   \n",
              "4          0         0            0            0           0     0          0   \n",
              "...      ...       ...          ...          ...         ...   ...        ...   \n",
              "31648      0         0            0            0           0     0          0   \n",
              "31649      0         0            0            0           0     0          0   \n",
              "31650      0         0            0            0           0     0          0   \n",
              "31651      0         0            0            0           0     0          0   \n",
              "31652      0         0            0            0           0     0          0   \n",
              "\n",
              "       palms  palouse  pals  palsied  palsy  pam  pamphlets  pan  panama  \\\n",
              "0          0        0     0        0      0    0          0    0       0   \n",
              "1          0        0     0        0      0    0          0    0       0   \n",
              "2          0        0     0        0      0    0          0    0       0   \n",
              "3          0        0     0        0      0    0          0    0       0   \n",
              "4          0        0     0        0      0    0          0    0       0   \n",
              "...      ...      ...   ...      ...    ...  ...        ...  ...     ...   \n",
              "31648      0        0     0        0      0    0          0    0       0   \n",
              "31649      0        0     0        0      0    0          0    0       0   \n",
              "31650      0        0     0        0      0    0          0    0       0   \n",
              "31651      0        0     0        0      0    0          0    0       0   \n",
              "31652      0        0     0        0      0    0          0    0       0   \n",
              "\n",
              "       panamian  pancakes  pancho  pancreas  panda  pandas  panhandle  \\\n",
              "0             0         0       0         0      0       0          0   \n",
              "1             0         0       0         0      0       0          0   \n",
              "2             0         0       0         0      0       0          0   \n",
              "3             0         0       0         0      0       0          0   \n",
              "4             0         0       0         0      0       0          0   \n",
              "...         ...       ...     ...       ...    ...     ...        ...   \n",
              "31648         0         0       0         0      0       0          0   \n",
              "31649         0         0       0         0      0       0          0   \n",
              "31650         0         0       0         0      0       0          0   \n",
              "31651         0         0       0         0      0       0          0   \n",
              "31652         0         0       0         0      0       0          0   \n",
              "\n",
              "       panislamism  panisse  panoramas  pantanal  panther  panthera  panthers  \\\n",
              "0                0        0          0         0        0         0         0   \n",
              "1                0        0          0         0        0         0         0   \n",
              "2                0        0          0         0        0         0         0   \n",
              "3                0        0          0         0        0         0         0   \n",
              "4                0        0          0         0        0         0         0   \n",
              "...            ...      ...        ...       ...      ...       ...       ...   \n",
              "31648            0        0          0         0        0         0         0   \n",
              "31649            0        0          0         0        0         0         0   \n",
              "31650            0        0          0         0        0         0         0   \n",
              "31651            0        0          0         0        0         0         0   \n",
              "31652            0        0          0         0        0         0         0   \n",
              "\n",
              "       pantomimes  pants  paolicelli  papacy  papal  paparazzi  paper  \\\n",
              "0               0      0           0       0      0          0      0   \n",
              "1               0      0           0       0      0          0      0   \n",
              "2               0      0           0       0      0          0      0   \n",
              "3               0      0           0       0      0          0      0   \n",
              "4               0      0           0       0      0          0      0   \n",
              "...           ...    ...         ...     ...    ...        ...    ...   \n",
              "31648           0      0           0       0      0          0      0   \n",
              "31649           0      0           0       0      0          0      0   \n",
              "31650           0      0           0       0      0          0      0   \n",
              "31651           0      0           0       0      0          0      0   \n",
              "31652           0      0           0       0      0          0      0   \n",
              "\n",
              "       paperhanging  papermaking  papers  paperwork  papier  papua  parable  \\\n",
              "0                 0            0       0          0       0      0        0   \n",
              "1                 0            0       0          0       0      0        0   \n",
              "2                 0            0       0          0       0      0        0   \n",
              "3                 0            0       0          0       0      0        0   \n",
              "4                 0            0       0          0       0      0        0   \n",
              "...             ...          ...     ...        ...     ...    ...      ...   \n",
              "31648             0            0       0          0       0      0        0   \n",
              "31649             0            0       0          0       0      0        0   \n",
              "31650             0            0       0          0       0      0        0   \n",
              "31651             0            0       0          0       0      0        0   \n",
              "31652             0            0       0          0       0      0        0   \n",
              "\n",
              "       parables  parachute  parades  paradise  paradox  paraguay  parallel  \\\n",
              "0             0          0        0         0        0         0         0   \n",
              "1             0          0        0         0        0         0         0   \n",
              "2             0          0        0         0        0         0         0   \n",
              "3             0          0        0         0        0         0         0   \n",
              "4             0          0        0         0        0         0         0   \n",
              "...         ...        ...      ...       ...      ...       ...       ...   \n",
              "31648         0          0        0         0        0         0         0   \n",
              "31649         0          0        0         0        0         0         0   \n",
              "31650         0          0        0         0        0         0         0   \n",
              "31651         0          0        0         0        0         0         0   \n",
              "31652         0          0        0         0        0         0         0   \n",
              "\n",
              "       paralytics  paramedical  paranoid  paranormal  parapsychologists  \\\n",
              "0               0            0         0           0                  0   \n",
              "1               0            0         0           0                  0   \n",
              "2               0            0         0           0                  0   \n",
              "3               0            0         0           0                  0   \n",
              "4               0            0         0           0                  0   \n",
              "...           ...          ...       ...         ...                ...   \n",
              "31648           0            0         0           0                  0   \n",
              "31649           0            0         0           0                  0   \n",
              "31650           0            0         0           0                  0   \n",
              "31651           0            0         0           0                  0   \n",
              "31652           0            0         0           0                  0   \n",
              "\n",
              "       parapsychology  parasites  parasols  parbat  pardon  parent  parental  \\\n",
              "0                   0          0         0       0       0       0         0   \n",
              "1                   0          0         0       0       0       0         0   \n",
              "2                   0          0         0       0       0       0         0   \n",
              "3                   0          0         0       0       0       0         0   \n",
              "4                   0          0         0       0       0       0         0   \n",
              "...               ...        ...       ...     ...     ...     ...       ...   \n",
              "31648               0          0         0       0       0       0         0   \n",
              "31649               0          0         0       0       0       0         0   \n",
              "31650               0          0         0       0       0       0         0   \n",
              "31651               0          0         0       0       0       0         0   \n",
              "31652               0          0         0       0       0       0         0   \n",
              "\n",
              "       parenthood  parenting  parents  pargeter  paris  parish  park  parker  \\\n",
              "0               0          0        0         0      0       0     0       0   \n",
              "1               0          0        0         0      0       0     0       0   \n",
              "2               0          0        0         0      0       0     0       0   \n",
              "3               0          0        0         0      0       0     0       0   \n",
              "4               0          0        0         0      0       0     0       0   \n",
              "...           ...        ...      ...       ...    ...     ...   ...     ...   \n",
              "31648           0          0        0         0      0       0     0       0   \n",
              "31649           0          0        0         0      0       0     0       0   \n",
              "31650           0          0        0         0      0       0     0       0   \n",
              "31651           0          0        0         0      0       0     0       0   \n",
              "31652           0          0        0         0      0       0     0       0   \n",
              "\n",
              "       parkhurst  parkinsonism  parkinsons  parks  parkway  parnell  \\\n",
              "0              0             0           0      0        0        0   \n",
              "1              0             0           0      0        0        0   \n",
              "2              0             0           0      0        0        0   \n",
              "3              0             0           0      0        0        0   \n",
              "4              0             0           0      0        0        0   \n",
              "...          ...           ...         ...    ...      ...      ...   \n",
              "31648          0             0           0      0        0        0   \n",
              "31649          0             0           0      0        0        0   \n",
              "31650          0             0           0      0        0        0   \n",
              "31651          0             0           0      0        0        0   \n",
              "31652          0             0           0      0        0        0   \n",
              "\n",
              "       parochial  parodies  parole  parr  parrots  parsons  part  partei  \\\n",
              "0              0         0       0     0        0        0     0       0   \n",
              "1              0         0       0     0        0        0     0       0   \n",
              "2              0         0       0     0        0        0     0       0   \n",
              "3              0         0       0     0        0        0     0       0   \n",
              "4              0         0       0     0        0        0     0       0   \n",
              "...          ...       ...     ...   ...      ...      ...   ...     ...   \n",
              "31648          0         0       0     0        0        0     0       0   \n",
              "31649          0         0       0     0        0        0     0       0   \n",
              "31650          0         0       0     0        0        0     0       0   \n",
              "31651          0         0       0     0        0        0     0       0   \n",
              "31652          0         0       0     0        0        0     0       0   \n",
              "\n",
              "       parthenon  participation  parties  partnership  parts  party  pas  \\\n",
              "0              0              0        0            0      0      0    0   \n",
              "1              0              0        0            0      0      0    0   \n",
              "2              0              0        0            0      0      0    0   \n",
              "3              0              0        0            0      0      0    0   \n",
              "4              0              0        0            0      0      0    0   \n",
              "...          ...            ...      ...          ...    ...    ...  ...   \n",
              "31648          0              0        0            0      0      0    0   \n",
              "31649          0              0        0            0      0      0    0   \n",
              "31650          0              0        0            0      0      0    0   \n",
              "31651          0              0        0            0      0      0    0   \n",
              "31652          0              0        0            0      0      0    0   \n",
              "\n",
              "       pasadena  pascal  pascoe  paso  pass  passacaglias  passage  passaic  \\\n",
              "0             0       0       0     0     0             0        0        0   \n",
              "1             0       0       0     0     0             0        0        0   \n",
              "2             0       0       0     0     0             0        0        0   \n",
              "3             0       0       0     0     0             0        0        0   \n",
              "4             0       0       0     0     0             0        0        0   \n",
              "...         ...     ...     ...   ...   ...           ...      ...      ...   \n",
              "31648         0       0       0     0     0             0        0        0   \n",
              "31649         0       0       0     0     0             0        0        0   \n",
              "31650         0       0       0     0     0             0        0        0   \n",
              "31651         0       0       0     0     0             0        0        0   \n",
              "31652         0       0       0     0     0             0        0        0   \n",
              "\n",
              "       passenger  passing  passion  passions  passive  passover  pasta  \\\n",
              "0              0        0        0         0        0         0      0   \n",
              "1              0        0        0         0        0         0      0   \n",
              "2              0        0        0         0        0         0      0   \n",
              "3              0        0        0         0        0         0      0   \n",
              "4              0        0        0         0        0         0      0   \n",
              "...          ...      ...      ...       ...      ...       ...    ...   \n",
              "31648          0        0        0         0        0         0      0   \n",
              "31649          0        0        0         0        0         0      0   \n",
              "31650          0        0        0         0        0         0      0   \n",
              "31651          0        0        0         0        0         0      0   \n",
              "31652          0        0        0         0        0         0      0   \n",
              "\n",
              "       pastel  pasternak  pasteur  pastoral  pastry  patagonia  patchwork  \\\n",
              "0           0          0        0         0       0          0          0   \n",
              "1           0          0        0         0       0          0          0   \n",
              "2           0          0        0         0       0          0          0   \n",
              "3           0          0        0         0       0          0          0   \n",
              "4           0          0        0         0       0          0          0   \n",
              "...       ...        ...      ...       ...     ...        ...        ...   \n",
              "31648       0          0        0         0       0          0          0   \n",
              "31649       0          0        0         0       0          0          0   \n",
              "31650       0          0        0         0       0          0          0   \n",
              "31651       0          0        0         0       0          0          0   \n",
              "31652       0          0        0         0       0          0          0   \n",
              "\n",
              "       patent  patents  paternal  paternity  paterson  pathological  \\\n",
              "0           0        0         0          0         0             0   \n",
              "1           0        0         0          0         0             0   \n",
              "2           0        0         0          0         0             0   \n",
              "3           0        0         0          0         0             0   \n",
              "4           0        0         0          0         0             0   \n",
              "...       ...      ...       ...        ...       ...           ...   \n",
              "31648       0        0         0          0         0             0   \n",
              "31649       0        0         0          0         0             0   \n",
              "31650       0        0         0          0         0             0   \n",
              "31651       0        0         0          0         0             0   \n",
              "31652       0        0         0          0         0             0   \n",
              "\n",
              "       pathologists  pathophysiology  patience  patient  patients  patio  \\\n",
              "0                 0                0         0        0         0      0   \n",
              "1                 0                0         0        0         0      0   \n",
              "2                 0                0         0        0         0      0   \n",
              "3                 0                0         0        0         0      0   \n",
              "4                 0                0         0        0         0      0   \n",
              "...             ...              ...       ...      ...       ...    ...   \n",
              "31648             0                0         0        0         0      0   \n",
              "31649             0                0         0        0         0      0   \n",
              "31650             0                0         0        0         0      0   \n",
              "31651             0                0         0        0         0      0   \n",
              "31652             0                0         0        0         0      0   \n",
              "\n",
              "       patios  patriarch  patriarchy  patricia  patrick  patricks  patriot  \\\n",
              "0           0          0           0         0        0         0        0   \n",
              "1           0          0           0         0        0         0        0   \n",
              "2           0          0           0         0        0         0        0   \n",
              "3           0          0           0         0        0         0        0   \n",
              "4           0          0           0         0        0         0        0   \n",
              "...       ...        ...         ...       ...      ...       ...      ...   \n",
              "31648       0          0           0         0        0         0        0   \n",
              "31649       0          0           0         0        0         0        0   \n",
              "31650       0          0           0         0        0         0        0   \n",
              "31651       0          0           0         0        0         0        0   \n",
              "31652       0          0           0         0        0         0        0   \n",
              "\n",
              "       patriotic  patriotism  patrols  patron  patrons  patsy  pattern  \\\n",
              "0              0           0        0       0        0      0        0   \n",
              "1              0           0        0       0        0      0        0   \n",
              "2              0           0        0       0        0      0        0   \n",
              "3              0           0        0       0        0      0        0   \n",
              "4              0           0        0       0        0      0        0   \n",
              "...          ...         ...      ...     ...      ...    ...      ...   \n",
              "31648          0           0        0       0        0      0        0   \n",
              "31649          0           0        0       0        0      0        0   \n",
              "31650          0           0        0       0        0      0        0   \n",
              "31651          0           0        0       0        0      0        0   \n",
              "31652          0           0        0       0        0      0        0   \n",
              "\n",
              "       patterns  patton  patty  paudras  paul  paula  pauley  paulo  pavans  \\\n",
              "0             0       0      0        0     0      0       0      0       0   \n",
              "1             0       0      0        0     0      0       0      0       0   \n",
              "2             0       0      0        0     0      0       0      0       0   \n",
              "3             0       0      0        0     0      0       0      0       0   \n",
              "4             0       0      0        0     0      0       0      0       0   \n",
              "...         ...     ...    ...      ...   ...    ...     ...    ...     ...   \n",
              "31648         0       0      0        0     0      0       0      0       0   \n",
              "31649         0       0      0        0     0      0       0      0       0   \n",
              "31650         0       0      0        0     0      0       0      0       0   \n",
              "31651         0       0      0        0     0      0       0      0       0   \n",
              "31652         0       0      0        0     0      0       0      0       0   \n",
              "\n",
              "       pavarotti  pavlova  pavlovich  pay  payable  payne  paz  pea  peabody  \\\n",
              "0              0        0          0    0        0      0    0    0        0   \n",
              "1              0        0          0    0        0      0    0    0        0   \n",
              "2              0        0          0    0        0      0    0    0        0   \n",
              "3              0        0          0    0        0      0    0    0        0   \n",
              "4              0        0          0    0        0      0    0    0        0   \n",
              "...          ...      ...        ...  ...      ...    ...  ...  ...      ...   \n",
              "31648          0        0          0    0        0      0    0    0        0   \n",
              "31649          0        0          0    0        0      0    0    0        0   \n",
              "31650          0        0          0    0        0      0    0    0        0   \n",
              "31651          0        0          0    0        0      0    0    0        0   \n",
              "31652          0        0          0    0        0      0    0    0        0   \n",
              "\n",
              "       peace  peach  peacocks  peak  peake  peaks  peanuts  pear  pearl  \\\n",
              "0          0      0         0     0      0      0        0     0      0   \n",
              "1          0      0         0     0      0      0        0     0      0   \n",
              "2          0      0         0     0      0      0        0     0      0   \n",
              "3          0      0         0     0      0      0        0     0      0   \n",
              "4          0      0         0     0      0      0        0     0      0   \n",
              "...      ...    ...       ...   ...    ...    ...      ...   ...    ...   \n",
              "31648      0      0         0     0      0      0        0     0      0   \n",
              "31649      0      0         0     0      0      0        0     0      0   \n",
              "31650      0      0         0     0      0      0        0     0      0   \n",
              "31651      0      0         0     0      0      0        0     0      0   \n",
              "31652      0      0         0     0      0      0        0     0      0   \n",
              "\n",
              "       pearls  peart  peasant  peasantry  peature  peck  pedagogy  peddlers  \\\n",
              "0           0      0        0          0        0     0         0         0   \n",
              "1           0      0        0          0        0     0         0         0   \n",
              "2           0      0        0          0        0     0         0         0   \n",
              "3           0      0        0          0        0     0         0         0   \n",
              "4           0      0        0          0        0     0         0         0   \n",
              "...       ...    ...      ...        ...      ...   ...       ...       ...   \n",
              "31648       0      0        0          0        0     0         0         0   \n",
              "31649       0      0        0          0        0     0         0         0   \n",
              "31650       0      0        0          0        0     0         0         0   \n",
              "31651       0      0        0          0        0     0         0         0   \n",
              "31652       0      0        0          0        0     0         0         0   \n",
              "\n",
              "       peddling  peel  peer  peg  pegasus  peggy  pei  peire  pekar  pele  \\\n",
              "0             0     0     0    0        0      0    0      0      0     0   \n",
              "1             0     0     0    0        0      0    0      0      0     0   \n",
              "2             0     0     0    0        0      0    0      0      0     0   \n",
              "3             0     0     0    0        0      0    0      0      0     0   \n",
              "4             0     0     0    0        0      0    0      0      0     0   \n",
              "...         ...   ...   ...  ...      ...    ...  ...    ...    ...   ...   \n",
              "31648         0     0     0    0        0      0    0      0      0     0   \n",
              "31649         0     0     0    0        0      0    0      0      0     0   \n",
              "31650         0     0     0    0        0      0    0      0      0     0   \n",
              "31651         0     0     0    0        0      0    0      0      0     0   \n",
              "31652         0     0     0    0        0      0    0      0      0     0   \n",
              "\n",
              "       pelham  pelicans  pelletier  peloncillo  pelt  pelzer  pen  pena  \\\n",
              "0           0         0          0           0     0       0    0     0   \n",
              "1           0         0          0           0     0       0    0     0   \n",
              "2           0         0          0           0     0       0    0     0   \n",
              "3           0         0          0           0     0       0    0     0   \n",
              "4           0         0          0           0     0       0    0     0   \n",
              "...       ...       ...        ...         ...   ...     ...  ...   ...   \n",
              "31648       0         0          0           0     0       0    0     0   \n",
              "31649       0         0          0           0     0       0    0     0   \n",
              "31650       0         0          0           0     0       0    0     0   \n",
              "31651       0         0          0           0     0       0    0     0   \n",
              "31652       0         0          0           0     0       0    0     0   \n",
              "\n",
              "       penal  pencil  pend  penelope  peng  penguin  penguins  peninsula  \\\n",
              "0          0       0     0         0     0        0         0          0   \n",
              "1          0       0     0         0     0        0         0          0   \n",
              "2          0       0     0         0     0        0         0          0   \n",
              "3          0       0     0         0     0        0         0          0   \n",
              "4          0       0     0         0     0        0         0          0   \n",
              "...      ...     ...   ...       ...   ...      ...       ...        ...   \n",
              "31648      0       0     0         0     0        0         0          0   \n",
              "31649      0       0     0         0     0        0         0          0   \n",
              "31650      0       0     0         0     0        0         0          0   \n",
              "31651      0       0     0         0     0        0         0          0   \n",
              "31652      0       0     0         0     0        0         0          0   \n",
              "\n",
              "       peninsular  penitentes  penitentiary  penmanship  penn  pennsauken  \\\n",
              "0               0           0             0           0     0           0   \n",
              "1               0           0             0           0     0           0   \n",
              "2               0           0             0           0     0           0   \n",
              "3               0           0             0           0     0           0   \n",
              "4               0           0             0           0     0           0   \n",
              "...           ...         ...           ...         ...   ...         ...   \n",
              "31648           0           0             0           0     0           0   \n",
              "31649           0           0             0           0     0           0   \n",
              "31650           0           0             0           0     0           0   \n",
              "31651           0           0             0           0     0           0   \n",
              "31652           0           0             0           0     0           0   \n",
              "\n",
              "       pennsylvania  penny  pensions  pentagon  pentateuch  pentland  peonies  \\\n",
              "0                 0      0         0         0           0         0        0   \n",
              "1                 0      0         0         0           0         0        0   \n",
              "2                 0      0         0         0           0         0        0   \n",
              "3                 0      0         0         0           0         0        0   \n",
              "4                 0      0         0         0           0         0        0   \n",
              "...             ...    ...       ...       ...         ...       ...      ...   \n",
              "31648             0      0         0         0           0         0        0   \n",
              "31649             0      0         0         0           0         0        0   \n",
              "31650             0      0         0         0           0         0        0   \n",
              "31651             0      0         0         0           0         0        0   \n",
              "31652             0      0         0         0           0         0        0   \n",
              "\n",
              "       people  peoples  peppers  peptic  per  perc  perception  perceptual  \\\n",
              "0           0        0        0       0    0     0           0           0   \n",
              "1           0        0        0       0    0     0           0           0   \n",
              "2           0        0        0       0    0     0           0           0   \n",
              "3           0        0        0       0    0     0           0           0   \n",
              "4           0        0        0       0    0     0           0           0   \n",
              "...       ...      ...      ...     ...  ...   ...         ...         ...   \n",
              "31648       0        0        0       0    0     0           0           0   \n",
              "31649       0        0        0       0    0     0           0           0   \n",
              "31650       0        0        0       0    0     0           0           0   \n",
              "31651       0        0        0       0    0     0           0           0   \n",
              "31652       0        0        0       0    0     0           0           0   \n",
              "\n",
              "       percez  perch  percof  percussion  percy  peregrine  perel  perennials  \\\n",
              "0           0      0       0           0      0          0      0           0   \n",
              "1           0      0       0           0      0          0      0           0   \n",
              "2           0      0       0           0      0          0      0           0   \n",
              "3           0      0       0           0      0          0      0           0   \n",
              "4           0      0       0           0      0          0      0           0   \n",
              "...       ...    ...     ...         ...    ...        ...    ...         ...   \n",
              "31648       0      0       0           0      0          0      0           0   \n",
              "31649       0      0       0           0      0          0      0           0   \n",
              "31650       0      0       0           0      0          0      0           0   \n",
              "31651       0      0       0           0      0          0      0           0   \n",
              "31652       0      0       0           0      0          0      0           0   \n",
              "\n",
              "       perfection  perfectionism  performance  performances  performers  \\\n",
              "0               0              0            0             0           0   \n",
              "1               0              0            0             0           0   \n",
              "2               0              0            0             0           0   \n",
              "3               0              0            0             0           0   \n",
              "4               0              0            0             0           0   \n",
              "...           ...            ...          ...           ...         ...   \n",
              "31648           0              0            0             0           0   \n",
              "31649           0              0            0             0           0   \n",
              "31650           0              0            0             0           0   \n",
              "31651           0              0            0             0           0   \n",
              "31652           0              0            0             0           0   \n",
              "\n",
              "       performing  perfumes  pergolas  pericles  perimenopause  period  \\\n",
              "0               0         0         0         0              0       0   \n",
              "1               0         0         0         0              0       0   \n",
              "2               0         0         0         0              0       0   \n",
              "3               0         0         0         0              0       0   \n",
              "4               0         0         0         0              0       0   \n",
              "...           ...       ...       ...       ...            ...     ...   \n",
              "31648           0         0         0         0              0       0   \n",
              "31649           0         0         0         0              0       0   \n",
              "31650           0         0         0         0              0       0   \n",
              "31651           0         0         0         0              0       0   \n",
              "31652           0         0         0         0              0       0   \n",
              "\n",
              "       periodical  periodicals  peripheral  perl  permaculture  permian  pern  \\\n",
              "0               0            0           0     0             0        0     0   \n",
              "1               0            0           0     0             0        0     0   \n",
              "2               0            0           0     0             0        0     0   \n",
              "3               0            0           0     0             0        0     0   \n",
              "4               0            0           0     0             0        0     0   \n",
              "...           ...          ...         ...   ...           ...      ...   ...   \n",
              "31648           0            0           0     0             0        0     0   \n",
              "31649           0            0           0     0             0        0     0   \n",
              "31650           0            0           0     0             0        0     0   \n",
              "31651           0            0           0     0             0        0     0   \n",
              "31652           0            0           0     0             0        0     0   \n",
              "\n",
              "       perros  perry  persecution  persecutions  persephone  perseus  \\\n",
              "0           0      0            0             0           0        0   \n",
              "1           0      0            0             0           0        0   \n",
              "2           0      0            0             0           0        0   \n",
              "3           0      0            0             0           0        0   \n",
              "4           0      0            0             0           0        0   \n",
              "...       ...    ...          ...           ...         ...      ...   \n",
              "31648       0      0            0             0           0        0   \n",
              "31649       0      0            0             0           0        0   \n",
              "31650       0      0            0             0           0        0   \n",
              "31651       0      0            0             0           0        0   \n",
              "31652       0      0            0             0           0        0   \n",
              "\n",
              "       perseverance  pershing  persia  persian  persistence  person  personal  \\\n",
              "0                 0         0       0        0            0       0         0   \n",
              "1                 0         0       0        0            0       0         0   \n",
              "2                 0         0       0        0            0       0         0   \n",
              "3                 0         0       0        0            0       0         0   \n",
              "4                 0         0       0        0            0       0         0   \n",
              "...             ...       ...     ...      ...          ...     ...       ...   \n",
              "31648             0         0       0        0            0       0         0   \n",
              "31649             0         0       0        0            0       0         0   \n",
              "31650             0         0       0        0            0       0         0   \n",
              "31651             0         0       0        0            0       0         0   \n",
              "31652             0         0       0        0            0       0         0   \n",
              "\n",
              "       personalities  personality  personals  personation  personnel  persons  \\\n",
              "0                  0            0          0            0          0        0   \n",
              "1                  0            0          0            0          0        0   \n",
              "2                  0            0          0            0          0        0   \n",
              "3                  0            0          0            0          0        0   \n",
              "4                  0            0          0            0          0        0   \n",
              "...              ...          ...        ...          ...        ...      ...   \n",
              "31648              0            0          0            0          0        0   \n",
              "31649              0            0          0            0          0        0   \n",
              "31650              0            0          0            0          0        0   \n",
              "31651              0            0          0            0          0        0   \n",
              "31652              0            0          0            0          0        0   \n",
              "\n",
              "       perspective  persuasion  peru  peruvian  pessimism  pesticides  pests  \\\n",
              "0                0           0     0         0          0           0      0   \n",
              "1                0           0     0         0          0           0      0   \n",
              "2                0           0     0         0          0           0      0   \n",
              "3                0           0     0         0          0           0      0   \n",
              "4                0           0     0         0          0           0      0   \n",
              "...            ...         ...   ...       ...        ...         ...    ...   \n",
              "31648            0           0     0         0          0           0      0   \n",
              "31649            0           0     0         0          0           0      0   \n",
              "31650            0           0     0         0          0           0      0   \n",
              "31651            0           0     0         0          0           0      0   \n",
              "31652            0           0     0         0          0           0      0   \n",
              "\n",
              "       pet  pete  peter  peters  petersburg  petersen  peterson  petra  \\\n",
              "0        0     0      0       0           0         0         0      0   \n",
              "1        0     0      0       0           0         0         0      0   \n",
              "2        0     0      0       0           0         0         0      0   \n",
              "3        0     0      0       0           0         0         0      0   \n",
              "4        0     0      0       0           0         0         0      0   \n",
              "...    ...   ...    ...     ...         ...       ...       ...    ...   \n",
              "31648    0     0      0       0           0         0         0      0   \n",
              "31649    0     0      0       0           0         0         0      0   \n",
              "31650    0     0      0       0           0         0         0      0   \n",
              "31651    0     0      0       0           0         0         0      0   \n",
              "31652    0     0      0       0           0         0         0      0   \n",
              "\n",
              "       petroglphys  petroglyphs  petroleum  petrology  petrovich  pets  \\\n",
              "0                0            0          0          0          0     0   \n",
              "1                0            0          0          0          0     0   \n",
              "2                0            0          0          0          0     0   \n",
              "3                0            0          0          0          0     0   \n",
              "4                0            0          0          0          0     0   \n",
              "...            ...          ...        ...        ...        ...   ...   \n",
              "31648            0            0          0          0          0     0   \n",
              "31649            0            0          0          0          0     0   \n",
              "31650            0            0          0          0          0     0   \n",
              "31651            0            0          0          0          0     0   \n",
              "31652            0            0          0          0          0     0   \n",
              "\n",
              "       petting  petty  peyton  pez  pfister  phan  phanerogams  phantom  \\\n",
              "0            0      0       0    0        0     0            0        0   \n",
              "1            0      0       0    0        0     0            0        0   \n",
              "2            0      0       0    0        0     0            0        0   \n",
              "3            0      0       0    0        0     0            0        0   \n",
              "4            0      0       0    0        0     0            0        0   \n",
              "...        ...    ...     ...  ...      ...   ...          ...      ...   \n",
              "31648        0      0       0    0        0     0            0        0   \n",
              "31649        0      0       0    0        0     0            0        0   \n",
              "31650        0      0       0    0        0     0            0        0   \n",
              "31651        0      0       0    0        0     0            0        0   \n",
              "31652        0      0       0    0        0     0            0        0   \n",
              "\n",
              "       pharaceutical  pharmaceutical  phelps  phil  philadelphia  \\\n",
              "0                  0               0       0     0             0   \n",
              "1                  0               0       0     0             0   \n",
              "2                  0               0       0     0             0   \n",
              "3                  0               0       0     0             0   \n",
              "4                  0               0       0     0             0   \n",
              "...              ...             ...     ...   ...           ...   \n",
              "31648              0               0       0     0             0   \n",
              "31649              0               0       0     0             0   \n",
              "31650              0               0       0     0             0   \n",
              "31651              0               0       0     0             0   \n",
              "31652              0               0       0     0             0   \n",
              "\n",
              "       philanthropists  philby  philip  philippe  philippine  philippines  \\\n",
              "0                    0       0       0         0           0            0   \n",
              "1                    0       0       0         0           0            0   \n",
              "2                    0       0       0         0           0            0   \n",
              "3                    0       0       0         0           0            0   \n",
              "4                    0       0       0         0           0            0   \n",
              "...                ...     ...     ...       ...         ...          ...   \n",
              "31648                0       0       0         0           0            0   \n",
              "31649                0       0       0         0           0            0   \n",
              "31650                0       0       0         0           0            0   \n",
              "31651                0       0       0         0           0            0   \n",
              "31652                0       0       0         0           0            0   \n",
              "\n",
              "       phillip  phillips  philologists  philology  philosophers  \\\n",
              "0            0         0             0          0             0   \n",
              "1            0         0             0          0             0   \n",
              "2            0         0             0          0             0   \n",
              "3            0         0             0          0             0   \n",
              "4            0         0             0          0             0   \n",
              "...        ...       ...           ...        ...           ...   \n",
              "31648        0         0             0          0             0   \n",
              "31649        0         0             0          0             0   \n",
              "31650        0         0             0          0             0   \n",
              "31651        0         0             0          0             0   \n",
              "31652        0         0             0          0             0   \n",
              "\n",
              "       philosophical  philosophy  phineas  phish  phobia  phobias  phoenix  \\\n",
              "0                  0           0        0      0       0        0        0   \n",
              "1                  0           0        0      0       0        0        0   \n",
              "2                  0           0        0      0       0        0        0   \n",
              "3                  0           0        0      0       0        0        0   \n",
              "4                  0           0        0      0       0        0        0   \n",
              "...              ...         ...      ...    ...     ...      ...      ...   \n",
              "31648              0           0        0      0       0        0        0   \n",
              "31649              0           0        0      0       0        0        0   \n",
              "31650              0           0        0      0       0        0        0   \n",
              "31651              0           0        0      0       0        0        0   \n",
              "31652              0           0        0      0       0        0        0   \n",
              "\n",
              "       phones  phonetic  phonetics  phonograph  photocopying  photograms  \\\n",
              "0           0         0          0           0             0           0   \n",
              "1           0         0          0           0             0           0   \n",
              "2           0         0          0           0             0           0   \n",
              "3           0         0          0           0             0           0   \n",
              "4           0         0          0           0             0           0   \n",
              "...       ...       ...        ...         ...           ...         ...   \n",
              "31648       0         0          0           0             0           0   \n",
              "31649       0         0          0           0             0           0   \n",
              "31650       0         0          0           0             0           0   \n",
              "31651       0         0          0           0             0           0   \n",
              "31652       0         0          0           0             0           0   \n",
              "\n",
              "       photograph  photographers  photographic  photographs  photography  \\\n",
              "0               0              0             0            0            0   \n",
              "1               0              0             0            0            0   \n",
              "2               0              0             0            0            0   \n",
              "3               0              0             0            0            0   \n",
              "4               0              0             0            0            0   \n",
              "...           ...            ...           ...          ...          ...   \n",
              "31648           0              0             0            0            0   \n",
              "31649           0              0             0            0            0   \n",
              "31650           0              0             0            0            0   \n",
              "31651           0              0             0            0            0   \n",
              "31652           0              0             0            0            0   \n",
              "\n",
              "       photojournalism  photojournalists  photomicrography  photosensitivity  \\\n",
              "0                    0                 0                 0                 0   \n",
              "1                    0                 0                 0                 0   \n",
              "2                    0                 0                 0                 0   \n",
              "3                    0                 0                 0                 0   \n",
              "4                    0                 0                 0                 0   \n",
              "...                ...               ...               ...               ...   \n",
              "31648                0                 0                 0                 0   \n",
              "31649                0                 0                 0                 0   \n",
              "31650                0                 0                 0                 0   \n",
              "31651                0                 0                 0                 0   \n",
              "31652                0                 0                 0                 0   \n",
              "\n",
              "       photosensitization  photoshop  php  phrase  phrases  phryne  phules  \\\n",
              "0                       0          0    0       0        0       0       0   \n",
              "1                       0          0    0       0        0       0       0   \n",
              "2                       0          0    0       0        0       0       0   \n",
              "3                       0          0    0       0        0       0       0   \n",
              "4                       0          0    0       0        0       0       0   \n",
              "...                   ...        ...  ...     ...      ...     ...     ...   \n",
              "31648                   0          0    0       0        0       0       0   \n",
              "31649                   0          0    0       0        0       0       0   \n",
              "31650                   0          0    0       0        0       0       0   \n",
              "31651                   0          0    0       0        0       0       0   \n",
              "31652                   0          0    0       0        0       0       0   \n",
              "\n",
              "       phyllis  physical  physician  physicians  physicists  physics  \\\n",
              "0            0         0          0           0           0        0   \n",
              "1            0         0          0           0           0        0   \n",
              "2            0         0          0           0           0        0   \n",
              "3            0         0          0           0           0        0   \n",
              "4            0         0          0           0           0        0   \n",
              "...        ...       ...        ...         ...         ...      ...   \n",
              "31648        0         0          0           0           0        0   \n",
              "31649        0         0          0           0           0        0   \n",
              "31650        0         0          0           0           0        0   \n",
              "31651        0         0          0           0           0        0   \n",
              "31652        0         0          0           0           0        0   \n",
              "\n",
              "       physiognomy  physiological  physiology  phytoplankton  pi  piaf  \\\n",
              "0                0              0           0              0   0     0   \n",
              "1                0              0           0              0   0     0   \n",
              "2                0              0           0              0   0     0   \n",
              "3                0              0           0              0   0     0   \n",
              "4                0              0           0              0   0     0   \n",
              "...            ...            ...         ...            ...  ..   ...   \n",
              "31648            0              0           0              0   0     0   \n",
              "31649            0              0           0              0   0     0   \n",
              "31650            0              0           0              0   0     0   \n",
              "31651            0              0           0              0   0     0   \n",
              "31652            0              0           0              0   0     0   \n",
              "\n",
              "       piaget  pianists  piano  pianos  picaresque  picasso  picchu  piccolo  \\\n",
              "0           0         0      0       0           0        0       0        0   \n",
              "1           0         0      0       0           0        0       0        0   \n",
              "2           0         0      0       0           0        0       0        0   \n",
              "3           0         0      0       0           0        0       0        0   \n",
              "4           0         0      0       0           0        0       0        0   \n",
              "...       ...       ...    ...     ...         ...      ...     ...      ...   \n",
              "31648       0         0      0       0           0        0       0        0   \n",
              "31649       0         0      0       0           0        0       0        0   \n",
              "31650       0         0      0       0           0        0       0        0   \n",
              "31651       0         0      0       0           0        0       0        0   \n",
              "31652       0         0      0       0           0        0       0        0   \n",
              "\n",
              "       piccolos  pick  pickett  pickford  picking  picnicking  picnics  picon  \\\n",
              "0             0     0        0         0        0           0        0      0   \n",
              "1             0     0        0         0        0           0        0      0   \n",
              "2             0     0        0         0        0           0        0      0   \n",
              "3             0     0        0         0        0           0        0      0   \n",
              "4             0     0        0         0        0           0        0      0   \n",
              "...         ...   ...      ...       ...      ...         ...      ...    ...   \n",
              "31648         0     0        0         0        0           0        0      0   \n",
              "31649         0     0        0         0        0           0        0      0   \n",
              "31650         0     0        0         0        0           0        0      0   \n",
              "31651         0     0        0         0        0           0        0      0   \n",
              "31652         0     0        0         0        0           0        0      0   \n",
              "\n",
              "       pictorial  pictorials  picts  picture  pictures  picutres  pie  pieces  \\\n",
              "0              0           0      0        0         0         0    0       0   \n",
              "1              0           0      0        0         0         0    0       0   \n",
              "2              0           0      0        0         0         0    0       0   \n",
              "3              0           0      0        0         0         0    0       0   \n",
              "4              0           0      0        0         0         0    0       0   \n",
              "...          ...         ...    ...      ...       ...       ...  ...     ...   \n",
              "31648          0           0      0        0         0         0    0       0   \n",
              "31649          0           0      0        0         0         0    0       0   \n",
              "31650          0           0      0        0         0         0    0       0   \n",
              "31651          0           0      0        0         0         0    0       0   \n",
              "31652          0           0      0        0         0         0    0       0   \n",
              "\n",
              "       pied  pierce  pierpont  pierre  piersall  pies  pieter  pietrelcina  \\\n",
              "0         0       0         0       0         0     0       0            0   \n",
              "1         0       0         0       0         0     0       0            0   \n",
              "2         0       0         0       0         0     0       0            0   \n",
              "3         0       0         0       0         0     0       0            0   \n",
              "4         0       0         0       0         0     0       0            0   \n",
              "...     ...     ...       ...     ...       ...   ...     ...          ...   \n",
              "31648     0       0         0       0         0     0       0            0   \n",
              "31649     0       0         0       0         0     0       0            0   \n",
              "31650     0       0         0       0         0     0       0            0   \n",
              "31651     0       0         0       0         0     0       0            0   \n",
              "31652     0       0         0       0         0     0       0            0   \n",
              "\n",
              "       pietro  pig  pigeon  pigeons  piglet  piglets  pigments  pigs  pike  \\\n",
              "0           0    0       0        0       0        0         0     0     0   \n",
              "1           0    0       0        0       0        0         0     0     0   \n",
              "2           0    0       0        0       0        0         0     0     0   \n",
              "3           0    0       0        0       0        0         0     0     0   \n",
              "4           0    0       0        0       0        0         0     0     0   \n",
              "...       ...  ...     ...      ...     ...      ...       ...   ...   ...   \n",
              "31648       0    0       0        0       0        0         0     0     0   \n",
              "31649       0    0       0        0       0        0         0     0     0   \n",
              "31650       0    0       0        0       0        0         0     0     0   \n",
              "31651       0    0       0        0       0        0         0     0     0   \n",
              "31652       0    0       0        0       0        0         0     0     0   \n",
              "\n",
              "       pikujak  pilate  pilates  pilgrimages  pilgrimmages  pilgrims  pillage  \\\n",
              "0            0       0        0            0             0         0        0   \n",
              "1            0       0        0            0             0         0        0   \n",
              "2            0       0        0            0             0         0        0   \n",
              "3            0       0        0            0             0         0        0   \n",
              "4            0       0        0            0             0         0        0   \n",
              "...        ...     ...      ...          ...           ...       ...      ...   \n",
              "31648        0       0        0            0             0         0        0   \n",
              "31649        0       0        0            0             0         0        0   \n",
              "31650        0       0        0            0             0         0        0   \n",
              "31651        0       0        0            0             0         0        0   \n",
              "31652        0       0        0            0             0         0        0   \n",
              "\n",
              "       pillars  pillows  pilobolus  pilotage  piloting  pilots  pinatubo  \\\n",
              "0            0        0          0         0         0       0         0   \n",
              "1            0        0          0         0         0       0         0   \n",
              "2            0        0          0         0         0       0         0   \n",
              "3            0        0          0         0         0       0         0   \n",
              "4            0        0          0         0         0       0         0   \n",
              "...        ...      ...        ...       ...       ...     ...       ...   \n",
              "31648        0        0          0         0         0       0         0   \n",
              "31649        0        0          0         0         0       0         0   \n",
              "31650        0        0          0         0         0       0         0   \n",
              "31651        0        0          0         0         0       0         0   \n",
              "31652        0        0          0         0         0       0         0   \n",
              "\n",
              "       pine  pingwa  pinhole  pink  pinkertons  pinnipeds  pinocchio  \\\n",
              "0         0       0        0     0           0          0          0   \n",
              "1         0       0        0     0           0          0          0   \n",
              "2         0       0        0     0           0          0          0   \n",
              "3         0       0        0     0           0          0          0   \n",
              "4         0       0        0     0           0          0          0   \n",
              "...     ...     ...      ...   ...         ...        ...        ...   \n",
              "31648     0       0        0     0           0          0          0   \n",
              "31649     0       0        0     0           0          0          0   \n",
              "31650     0       0        0     0           0          0          0   \n",
              "31651     0       0        0     0           0          0          0   \n",
              "31652     0       0        0     0           0          0          0   \n",
              "\n",
              "       pinscher  pinza  pio  pioneer  pioneers  pipe  pipeline  piper  pippi  \\\n",
              "0             0      0    0        0         0     0         0      0      0   \n",
              "1             0      0    0        0         0     0         0      0      0   \n",
              "2             0      0    0        0         0     0         0      0      0   \n",
              "3             0      0    0        0         0     0         0      0      0   \n",
              "4             0      0    0        0         0     0         0      0      0   \n",
              "...         ...    ...  ...      ...       ...   ...       ...    ...    ...   \n",
              "31648         0      0    0        0         0     0         0      0      0   \n",
              "31649         0      0    0        0         0     0         0      0      0   \n",
              "31650         0      0    0        0         0     0         0      0      0   \n",
              "31651         0      0    0        0         0     0         0      0      0   \n",
              "31652         0      0    0        0         0     0         0      0      0   \n",
              "\n",
              "       piranhas  piratas  pirates  pirsig  pis  pisa  pissarro  pistols  \\\n",
              "0             0        0        0       0    0     0         0        0   \n",
              "1             0        0        0       0    0     0         0        0   \n",
              "2             0        0        0       0    0     0         0        0   \n",
              "3             0        0        0       0    0     0         0        0   \n",
              "4             0        0        0       0    0     0         0        0   \n",
              "...         ...      ...      ...     ...  ...   ...       ...      ...   \n",
              "31648         0        0        0       0    0     0         0        0   \n",
              "31649         0        0        0       0    0     0         0        0   \n",
              "31650         0        0        0       0    0     0         0        0   \n",
              "31651         0        0        0       0    0     0         0        0   \n",
              "31652         0        0        0       0    0     0         0        0   \n",
              "\n",
              "       pistone  pitchers  pitching  pits  pitt  pittori  pittsburgh  pius  \\\n",
              "0            0         0         0     0     0        0           0     0   \n",
              "1            0         0         0     0     0        0           0     0   \n",
              "2            0         0         0     0     0        0           0     0   \n",
              "3            0         0         0     0     0        0           0     0   \n",
              "4            0         0         0     0     0        0           0     0   \n",
              "...        ...       ...       ...   ...   ...      ...         ...   ...   \n",
              "31648        0         0         0     0     0        0           0     0   \n",
              "31649        0         0         0     0     0        0           0     0   \n",
              "31650        0         0         0     0     0        0           0     0   \n",
              "31651        0         0         0     0     0        0           0     0   \n",
              "31652        0         0         0     0     0        0           0     0   \n",
              "\n",
              "       pivano  pizza  place  placement  places  plachy  plague  plain  plains  \\\n",
              "0           0      0      0          0       0       0       0      0       0   \n",
              "1           0      0      0          0       0       0       0      0       0   \n",
              "2           0      0      0          0       0       0       0      0       0   \n",
              "3           0      0      0          0       0       0       0      0       0   \n",
              "4           0      0      0          0       0       0       0      0       0   \n",
              "...       ...    ...    ...        ...     ...     ...     ...    ...     ...   \n",
              "31648       0      0      0          0       0       0       0      0       0   \n",
              "31649       0      0      0          0       0       0       0      0       0   \n",
              "31650       0      0      0          0       0       0       0      0       0   \n",
              "31651       0      0      0          0       0       0       0      0       0   \n",
              "31652       0      0      0          0       0       0       0      0       0   \n",
              "\n",
              "       plane  planes  planet  planets  plankton  planned  planning  plans  \\\n",
              "0          0       0       0        0         0        0         0      0   \n",
              "1          0       0       0        0         0        0         0      0   \n",
              "2          0       0       0        0         0        0         0      0   \n",
              "3          0       0       0        0         0        0         0      0   \n",
              "4          0       0       0        0         0        0         0      0   \n",
              "...      ...     ...     ...      ...       ...      ...       ...    ...   \n",
              "31648      0       0       0        0         0        0         0      0   \n",
              "31649      0       0       0        0         0        0         0      0   \n",
              "31650      0       0       0        0         0        0         0      0   \n",
              "31651      0       0       0        0         0        0         0      0   \n",
              "31652      0       0       0        0         0        0         0      0   \n",
              "\n",
              "       plant  plantagenet  plantagenets  plantation  plantations  planting  \\\n",
              "0          0            0             0           0            0         0   \n",
              "1          0            0             0           0            0         0   \n",
              "2          0            0             0           0            0         0   \n",
              "3          0            0             0           0            0         0   \n",
              "4          0            0             0           0            0         0   \n",
              "...      ...          ...           ...         ...          ...       ...   \n",
              "31648      0            0             0           0            0         0   \n",
              "31649      0            0             0           0            0         0   \n",
              "31650      0            0             0           0            0         0   \n",
              "31651      0            0             0           0            0         0   \n",
              "31652      0            0             0           0            0         0   \n",
              "\n",
              "       plants  plastic  plastics  plateau  plates  plath  plato  platoon  \\\n",
              "0           0        0         0        0       0      0      0        0   \n",
              "1           0        0         0        0       0      0      0        0   \n",
              "2           0        0         0        0       0      0      0        0   \n",
              "3           0        0         0        0       0      0      0        0   \n",
              "4           0        0         0        0       0      0      0        0   \n",
              "...       ...      ...       ...      ...     ...    ...    ...      ...   \n",
              "31648       0        0         0        0       0      0      0        0   \n",
              "31649       0        0         0        0       0      0      0        0   \n",
              "31650       0        0         0        0       0      0      0        0   \n",
              "31651       0        0         0        0       0      0      0        0   \n",
              "31652       0        0         0        0       0      0      0        0   \n",
              "\n",
              "       platte  platypus  play  players  playgrounds  playing  playmates  \\\n",
              "0           0         0     0        0            0        0          0   \n",
              "1           0         0     0        0            0        0          0   \n",
              "2           0         0     0        0            0        0          0   \n",
              "3           0         0     0        0            0        0          0   \n",
              "4           0         0     0        0            0        0          0   \n",
              "...       ...       ...   ...      ...          ...      ...        ...   \n",
              "31648       0         0     0        0            0        0          0   \n",
              "31649       0         0     0        0            0        0          0   \n",
              "31650       0         0     0        0            0        0          0   \n",
              "31651       0         0     0        0            0        0          0   \n",
              "31652       0         0     0        0            0        0          0   \n",
              "\n",
              "       plays  playwriting  plaza  pleasure  plein  pleskit  plimpton  pliny  \\\n",
              "0          0            0      0         0      0        0         0      0   \n",
              "1          0            0      0         0      0        0         0      0   \n",
              "2          0            0      0         0      0        0         0      0   \n",
              "3          0            0      0         0      0        0         0      0   \n",
              "4          0            0      0         0      0        0         0      0   \n",
              "...      ...          ...    ...       ...    ...      ...       ...    ...   \n",
              "31648      0            0      0         0      0        0         0      0   \n",
              "31649      0            0      0         0      0        0         0      0   \n",
              "31650      0            0      0         0      0        0         0      0   \n",
              "31651      0            0      0         0      0        0         0      0   \n",
              "31652      0            0      0         0      0        0         0      0   \n",
              "\n",
              "       plot  plots  plucked  plum  plumbing  pluralism  pluto  plymouth  \\\n",
              "0         0      0        0     0         0          0      0         0   \n",
              "1         0      0        0     0         0          0      0         0   \n",
              "2         0      0        0     0         0          0      0         0   \n",
              "3         0      0        0     0         0          0      0         0   \n",
              "4         0      0        0     0         0          0      0         0   \n",
              "...     ...    ...      ...   ...       ...        ...    ...       ...   \n",
              "31648     0      0        0     0         0          0      0         0   \n",
              "31649     0      0        0     0         0          0      0         0   \n",
              "31650     0      0        0     0         0          0      0         0   \n",
              "31651     0      0        0     0         0          0      0         0   \n",
              "31652     0      0        0     0         0          0      0         0   \n",
              "\n",
              "       plywood  poachers  poaching  pocahontas  pockets  podhajsky  podhale  \\\n",
              "0            0         0         0           0        0          0        0   \n",
              "1            0         0         0           0        0          0        0   \n",
              "2            0         0         0           0        0          0        0   \n",
              "3            0         0         0           0        0          0        0   \n",
              "4            0         0         0           0        0          0        0   \n",
              "...        ...       ...       ...         ...      ...        ...      ...   \n",
              "31648        0         0         0           0        0          0        0   \n",
              "31649        0         0         0           0        0          0        0   \n",
              "31650        0         0         0           0        0          0        0   \n",
              "31651        0         0         0           0        0          0        0   \n",
              "31652        0         0         0           0        0          0        0   \n",
              "\n",
              "       podiatrists  podkolozin  poe  poele  poems  poetics  poetry  poets  \\\n",
              "0                0           0    0      0      0        0       0      0   \n",
              "1                0           0    0      0      0        0       0      0   \n",
              "2                0           0    0      0      0        0       0      0   \n",
              "3                0           0    0      0      0        0       0      0   \n",
              "4                0           0    0      0      0        0       0      0   \n",
              "...            ...         ...  ...    ...    ...      ...     ...    ...   \n",
              "31648            0           0    0      0      0        0       0      0   \n",
              "31649            0           0    0      0      0        0       0      0   \n",
              "31650            0           0    0      0      0        0       0      0   \n",
              "31651            0           0    0      0      0        0       0      0   \n",
              "31652            0           0    0      0      0        0       0      0   \n",
              "\n",
              "       poincar  point  points  poirot  poison  poisoners  poisoning  \\\n",
              "0            0      0       0       0       0          0          0   \n",
              "1            0      0       0       0       0          0          0   \n",
              "2            0      0       0       0       0          0          0   \n",
              "3            0      0       0       0       0          0          0   \n",
              "4            0      0       0       0       0          0          0   \n",
              "...        ...    ...     ...     ...     ...        ...        ...   \n",
              "31648        0      0       0       0       0          0          0   \n",
              "31649        0      0       0       0       0          0          0   \n",
              "31650        0      0       0       0       0          0          0   \n",
              "31651        0      0       0       0       0          0          0   \n",
              "31652        0      0       0       0       0          0          0   \n",
              "\n",
              "       poisonous  poissons  poker  pokic  pokldrens  pokmals  pokperativeness  \\\n",
              "0              0         0      0      0          0        0                0   \n",
              "1              0         0      0      0          0        0                0   \n",
              "2              0         0      0      0          0        0                0   \n",
              "3              0         0      0      0          0        0                0   \n",
              "4              0         0      0      0          0        0                0   \n",
              "...          ...       ...    ...    ...        ...      ...              ...   \n",
              "31648          0         0      0      0          0        0                0   \n",
              "31649          0         0      0      0          0        0                0   \n",
              "31650          0         0      0      0          0        0                0   \n",
              "31651          0         0      0      0          0        0                0   \n",
              "31652          0         0      0      0          0        0                0   \n",
              "\n",
              "       pokphic  poktasy  pol  polacco  poland  polar  polarity  poldark  pole  \\\n",
              "0            0        0    0        0       0      0         0        0     0   \n",
              "1            0        0    0        0       0      0         0        0     0   \n",
              "2            0        0    0        0       0      0         0        0     0   \n",
              "3            0        0    0        0       0      0         0        0     0   \n",
              "4            0        0    0        0       0      0         0        0     0   \n",
              "...        ...      ...  ...      ...     ...    ...       ...      ...   ...   \n",
              "31648        0        0    0        0       0      0         0        0     0   \n",
              "31649        0        0    0        0       0      0         0        0     0   \n",
              "31650        0        0    0        0       0      0         0        0     0   \n",
              "31651        0        0    0        0       0      0         0        0     0   \n",
              "31652        0        0    0        0       0      0         0        0     0   \n",
              "\n",
              "       polec  poles  police  policewomen  policing  policy  poliomyelitis  \\\n",
              "0          0      0       0            0         0       0              0   \n",
              "1          0      0       0            0         0       0              0   \n",
              "2          0      0       0            0         0       0              0   \n",
              "3          0      0       0            0         0       0              0   \n",
              "4          0      0       0            0         0       0              0   \n",
              "...      ...    ...     ...          ...       ...     ...            ...   \n",
              "31648      0      0       0            0         0       0              0   \n",
              "31649      0      0       0            0         0       0              0   \n",
              "31650      0      0       0            0         0       0              0   \n",
              "31651      0      0       0            0         0       0              0   \n",
              "31652      0      0       0            0         0       0              0   \n",
              "\n",
              "       polish  polishing  political  politicians  politics  polizzi  polk  \\\n",
              "0           0          0          0            0         0        0     0   \n",
              "1           0          0          0            0         0        0     0   \n",
              "2           0          0          0            0         0        0     0   \n",
              "3           0          0          0            0         0        0     0   \n",
              "4           0          0          0            0         0        0     0   \n",
              "...       ...        ...        ...          ...       ...      ...   ...   \n",
              "31648       0          0          0            0         0        0     0   \n",
              "31649       0          0          0            0         0        0     0   \n",
              "31650       0          0          0            0         0        0     0   \n",
              "31651       0          0          0            0         0        0     0   \n",
              "31652       0          0          0            0         0        0     0   \n",
              "\n",
              "       polkas  pollack  pollard  pollifax  pollination  pollock  pollution  \\\n",
              "0           0        0        0         0            0        0          0   \n",
              "1           0        0        0         0            0        0          0   \n",
              "2           0        0        0         0            0        0          0   \n",
              "3           0        0        0         0            0        0          0   \n",
              "4           0        0        0         0            0        0          0   \n",
              "...       ...      ...      ...       ...          ...      ...        ...   \n",
              "31648       0        0        0         0            0        0          0   \n",
              "31649       0        0        0         0            0        0          0   \n",
              "31650       0        0        0         0            0        0          0   \n",
              "31651       0        0        0         0            0        0          0   \n",
              "31652       0        0        0         0            0        0          0   \n",
              "\n",
              "       polly  polo  polonaises  poltergeists  polycrates  polygamy  polymer  \\\n",
              "0          0     0           0             0           0         0        0   \n",
              "1          0     0           0             0           0         0        0   \n",
              "2          0     0           0             0           0         0        0   \n",
              "3          0     0           0             0           0         0        0   \n",
              "4          0     0           0             0           0         0        0   \n",
              "...      ...   ...         ...           ...         ...       ...      ...   \n",
              "31648      0     0           0             0           0         0        0   \n",
              "31649      0     0           0             0           0         0        0   \n",
              "31650      0     0           0             0           0         0        0   \n",
              "31651      0     0           0             0           0         0        0   \n",
              "31652      0     0           0             0           0         0        0   \n",
              "\n",
              "       polynesia  polynesian  polynesians  polyphemus  polyphonic  \\\n",
              "0              0           0            0           0           0   \n",
              "1              0           0            0           0           0   \n",
              "2              0           0            0           0           0   \n",
              "3              0           0            0           0           0   \n",
              "4              0           0            0           0           0   \n",
              "...          ...         ...          ...         ...         ...   \n",
              "31648          0           0            0           0           0   \n",
              "31649          0           0            0           0           0   \n",
              "31650          0           0            0           0           0   \n",
              "31651          0           0            0           0           0   \n",
              "31652          0           0            0           0           0   \n",
              "\n",
              "       polyradicion  pomo  pompeii  pond  ponds  ponies  ponselle  pontiacs  \\\n",
              "0                 0     0        0     0      0       0         0         0   \n",
              "1                 0     0        0     0      0       0         0         0   \n",
              "2                 0     0        0     0      0       0         0         0   \n",
              "3                 0     0        0     0      0       0         0         0   \n",
              "4                 0     0        0     0      0       0         0         0   \n",
              "...             ...   ...      ...   ...    ...     ...       ...       ...   \n",
              "31648             0     0        0     0      0       0         0         0   \n",
              "31649             0     0        0     0      0       0         0         0   \n",
              "31650             0     0        0     0      0       0         0         0   \n",
              "31651             0     0        0     0      0       0         0         0   \n",
              "31652             0     0        0     0      0       0         0         0   \n",
              "\n",
              "       pontifical  pontius  pontormo  pony  ponzi  poodles  pooh  pool  pools  \\\n",
              "0               0        0         0     0      0        0     0     0      0   \n",
              "1               0        0         0     0      0        0     0     0      0   \n",
              "2               0        0         0     0      0        0     0     0      0   \n",
              "3               0        0         0     0      0        0     0     0      0   \n",
              "4               0        0         0     0      0        0     0     0      0   \n",
              "...           ...      ...       ...   ...    ...      ...   ...   ...    ...   \n",
              "31648           0        0         0     0      0        0     0     0      0   \n",
              "31649           0        0         0     0      0        0     0     0      0   \n",
              "31650           0        0         0     0      0        0     0     0      0   \n",
              "31651           0        0         0     0      0        0     0     0      0   \n",
              "31652           0        0         0     0      0        0     0     0      0   \n",
              "\n",
              "       poor  pop  pope  popes  poppy  popuar  popular  populares  popularity  \\\n",
              "0         0    0     0      0      0       0        0          0           0   \n",
              "1         0    0     0      0      0       0        0          0           0   \n",
              "2         0    0     0      0      0       0        0          0           0   \n",
              "3         0    0     0      0      0       0        0          0           0   \n",
              "4         0    0     0      0      0       0        0          0           0   \n",
              "...     ...  ...   ...    ...    ...     ...      ...        ...         ...   \n",
              "31648     0    0     0      0      0       0        0          0           0   \n",
              "31649     0    0     0      0      0       0        0          0           0   \n",
              "31650     0    0     0      0      0       0        0          0           0   \n",
              "31651     0    0     0      0      0       0        0          0           0   \n",
              "31652     0    0     0      0      0       0        0          0           0   \n",
              "\n",
              "       population  populism  porcelain  porches  porcupines  porfiry  pork  \\\n",
              "0               0         0          0        0           0        0     0   \n",
              "1               0         0          0        0           0        0     0   \n",
              "2               0         0          0        0           0        0     0   \n",
              "3               0         0          0        0           0        0     0   \n",
              "4               0         0          0        0           0        0     0   \n",
              "...           ...       ...        ...      ...         ...      ...   ...   \n",
              "31648           0         0          0        0           0        0     0   \n",
              "31649           0         0          0        0           0        0     0   \n",
              "31650           0         0          0        0           0        0     0   \n",
              "31651           0         0          0        0           0        0     0   \n",
              "31652           0         0          0        0           0        0     0   \n",
              "\n",
              "       porky  pornography  porpoises  porridge  porsche  port  portals  \\\n",
              "0          0            0          0         0        0     0        0   \n",
              "1          0            0          0         0        0     0        0   \n",
              "2          0            0          0         0        0     0        0   \n",
              "3          0            0          0         0        0     0        0   \n",
              "4          0            0          0         0        0     0        0   \n",
              "...      ...          ...        ...       ...      ...   ...      ...   \n",
              "31648      0            0          0         0        0     0        0   \n",
              "31649      0            0          0         0        0     0        0   \n",
              "31650      0            0          0         0        0     0        0   \n",
              "31651      0            0          0         0        0     0        0   \n",
              "31652      0            0          0         0        0     0        0   \n",
              "\n",
              "       porter  portfolio  portfolios  portland  portrait  portraits  \\\n",
              "0           0          0           0         0         0          0   \n",
              "1           0          0           0         0         0          0   \n",
              "2           0          0           0         0         0          0   \n",
              "3           0          0           0         0         0          0   \n",
              "4           0          0           0         0         0          0   \n",
              "...       ...        ...         ...       ...       ...        ...   \n",
              "31648       0          0           0         0         0          0   \n",
              "31649       0          0           0         0         0          0   \n",
              "31650       0          0           0         0         0          0   \n",
              "31651       0          0           0         0         0          0   \n",
              "31652       0          0           0         0         0          0   \n",
              "\n",
              "       portsmouth  portugal  portuguesa  portuguese  posada  poseidon  \\\n",
              "0               0         0           0           0       0         0   \n",
              "1               0         0           0           0       0         0   \n",
              "2               0         0           0           0       0         0   \n",
              "3               0         0           0           0       0         0   \n",
              "4               0         0           0           0       0         0   \n",
              "...           ...       ...         ...         ...     ...       ...   \n",
              "31648           0         0           0           0       0         0   \n",
              "31649           0         0           0           0       0         0   \n",
              "31650           0         0           0           0       0         0   \n",
              "31651           0         0           0           0       0         0   \n",
              "31652           0         0           0           0       0         0   \n",
              "\n",
              "       positioning  positions  possession  possessions  possibility  post  \\\n",
              "0                0          0           0            0            0     0   \n",
              "1                0          0           0            0            0     0   \n",
              "2                0          0           0            0            0     0   \n",
              "3                0          0           0            0            0     0   \n",
              "4                0          0           0            0            0     0   \n",
              "...            ...        ...         ...          ...          ...   ...   \n",
              "31648            0          0           0            0            0     0   \n",
              "31649            0          0           0            0            0     0   \n",
              "31650            0          0           0            0            0     0   \n",
              "31651            0          0           0            0            0     0   \n",
              "31652            0          0           0            0            0     0   \n",
              "\n",
              "       postal  postcards  postencephalitic  posters  postmodern  \\\n",
              "0           0          0                 0        0           0   \n",
              "1           0          0                 0        0           0   \n",
              "2           0          0                 0        0           0   \n",
              "3           0          0                 0        0           0   \n",
              "4           0          0                 0        0           0   \n",
              "...       ...        ...               ...      ...         ...   \n",
              "31648       0          0                 0        0           0   \n",
              "31649       0          0                 0        0           0   \n",
              "31650       0          0                 0        0           0   \n",
              "31651       0          0                 0        0           0   \n",
              "31652       0          0                 0        0           0   \n",
              "\n",
              "       postmodernism  postmortem  postnatal  poston  posts  posture  \\\n",
              "0                  0           0          0       0      0        0   \n",
              "1                  0           0          0       0      0        0   \n",
              "2                  0           0          0       0      0        0   \n",
              "3                  0           0          0       0      0        0   \n",
              "4                  0           0          0       0      0        0   \n",
              "...              ...         ...        ...     ...    ...      ...   \n",
              "31648              0           0          0       0      0        0   \n",
              "31649              0           0          0       0      0        0   \n",
              "31650              0           0          0       0      0        0   \n",
              "31651              0           0          0       0      0        0   \n",
              "31652              0           0          0       0      0        0   \n",
              "\n",
              "       postville  pot  potato  potatoes  potential  potomac  potpourris  \\\n",
              "0              0    0       0         0          0        0           0   \n",
              "1              0    0       0         0          0        0           0   \n",
              "2              0    0       0         0          0        0           0   \n",
              "3              0    0       0         0          0        0           0   \n",
              "4              0    0       0         0          0        0           0   \n",
              "...          ...  ...     ...       ...        ...      ...         ...   \n",
              "31648          0    0       0         0          0        0           0   \n",
              "31649          0    0       0         0          0        0           0   \n",
              "31650          0    0       0         0          0        0           0   \n",
              "31651          0    0       0         0          0        0           0   \n",
              "31652          0    0       0         0          0        0           0   \n",
              "\n",
              "       potter  potters  pottery  poultry  pound  poverty  pow  powell  power  \\\n",
              "0           0        0        0        0      0        0    0       0      0   \n",
              "1           0        0        0        0      0        0    0       0      0   \n",
              "2           0        0        0        0      0        0    0       0      0   \n",
              "3           0        0        0        0      0        0    0       0      0   \n",
              "4           0        0        0        0      0        0    0       0      0   \n",
              "...       ...      ...      ...      ...    ...      ...  ...     ...    ...   \n",
              "31648       0        0        0        0      0        0    0       0      0   \n",
              "31649       0        0        0        0      0        0    0       0      0   \n",
              "31650       0        0        0        0      0        0    0       0      0   \n",
              "31651       0        0        0        0      0        0    0       0      0   \n",
              "31652       0        0        0        0      0        0    0       0      0   \n",
              "\n",
              "       powerpoint  powerpuff  powers  powhatan  powwow  powwows  pox  pr  \\\n",
              "0               0          0       0         0       0        0    0   0   \n",
              "1               0          0       0         0       0        0    0   0   \n",
              "2               0          0       0         0       0        0    0   0   \n",
              "3               0          0       0         0       0        0    0   0   \n",
              "4               0          0       0         0       0        0    0   0   \n",
              "...           ...        ...     ...       ...     ...      ...  ...  ..   \n",
              "31648           0          0       0         0       0        0    0   0   \n",
              "31649           0          0       0         0       0        0    0   0   \n",
              "31650           0          0       0         0       0        0    0   0   \n",
              "31651           0          0       0         0       0        0    0   0   \n",
              "31652           0          0       0         0       0        0    0   0   \n",
              "\n",
              "       practical  practice  practices  pradesh  prague  prairie  prairies  \\\n",
              "0              0         0          0        0       0        0         0   \n",
              "1              0         0          0        0       0        0         0   \n",
              "2              0         0          0        0       0        0         0   \n",
              "3              0         0          0        0       0        0         0   \n",
              "4              0         0          0        0       0        0         0   \n",
              "...          ...       ...        ...      ...     ...      ...       ...   \n",
              "31648          0         0          0        0       0        0         0   \n",
              "31649          0         0          0        0       0        0         0   \n",
              "31650          0         0          0        0       0        0         0   \n",
              "31651          0         0          0        0       0        0         0   \n",
              "31652          0         0          0        0       0        0         0   \n",
              "\n",
              "       praise  pranayama  pratices  prayer  prayers  praying  pre  preaching  \\\n",
              "0           0          0         0       0        0        0    0          0   \n",
              "1           0          0         0       0        0        0    0          0   \n",
              "2           0          0         0       0        0        0    0          0   \n",
              "3           0          0         0       0        0        0    0          0   \n",
              "4           0          0         0       0        0        0    0          0   \n",
              "...       ...        ...       ...     ...      ...      ...  ...        ...   \n",
              "31648       0          0         0       0        0        0    0          0   \n",
              "31649       0          0         0       0        0        0    0          0   \n",
              "31650       0          0         0       0        0        0    0          0   \n",
              "31651       0          0         0       0        0        0    0          0   \n",
              "31652       0          0         0       0        0        0    0          0   \n",
              "\n",
              "       prechtel  precinct  precious  precognition  predation  predatory  \\\n",
              "0             0         0         0             0          0          0   \n",
              "1             0         0         0             0          0          0   \n",
              "2             0         0         0             0          0          0   \n",
              "3             0         0         0             0          0          0   \n",
              "4             0         0         0             0          0          0   \n",
              "...         ...       ...       ...           ...        ...        ...   \n",
              "31648         0         0         0             0          0          0   \n",
              "31649         0         0         0             0          0          0   \n",
              "31650         0         0         0             0          0          0   \n",
              "31651         0         0         0             0          0          0   \n",
              "31652         0         0         0             0          0          0   \n",
              "\n",
              "       prediction  prefabricated  prefect  preferences  pregnancy  pregnant  \\\n",
              "0               0              0        0            0          0         0   \n",
              "1               0              0        0            0          0         0   \n",
              "2               0              0        0            0          0         0   \n",
              "3               0              0        0            0          0         0   \n",
              "4               0              0        0            0          0         0   \n",
              "...           ...            ...      ...          ...        ...       ...   \n",
              "31648           0              0        0            0          0         0   \n",
              "31649           0              0        0            0          0         0   \n",
              "31650           0              0        0            0          0         0   \n",
              "31651           0              0        0            0          0         0   \n",
              "31652           0              0        0            0          0         0   \n",
              "\n",
              "       prehistoric  prejudices  preliminary  preludes  prenatal  prentiss  \\\n",
              "0                0           0            0         0         0         0   \n",
              "1                0           0            0         0         0         0   \n",
              "2                0           0            0         0         0         0   \n",
              "3                0           0            0         0         0         0   \n",
              "4                0           0            0         0         0         0   \n",
              "...            ...         ...          ...       ...       ...       ...   \n",
              "31648            0           0            0         0         0         0   \n",
              "31649            0           0            0         0         0         0   \n",
              "31650            0           0            0         0         0         0   \n",
              "31651            0           0            0         0         0         0   \n",
              "31652            0           0            0         0         0         0   \n",
              "\n",
              "       preparation  preparations  preparatory  prepared  preparedness  \\\n",
              "0                0             0            0         0             0   \n",
              "1                0             0            0         0             0   \n",
              "2                0             0            0         0             0   \n",
              "3                0             0            0         0             0   \n",
              "4                0             0            0         0             0   \n",
              "...            ...           ...          ...       ...           ...   \n",
              "31648            0             0            0         0             0   \n",
              "31649            0             0            0         0             0   \n",
              "31650            0             0            0         0             0   \n",
              "31651            0             0            0         0             0   \n",
              "31652            0             0            0         0             0   \n",
              "\n",
              "       prepositions  presbyterian  preschool  prescott  prescriptions  \\\n",
              "0                 0             0          0         0              0   \n",
              "1                 0             0          0         0              0   \n",
              "2                 0             0          0         0              0   \n",
              "3                 0             0          0         0              0   \n",
              "4                 0             0          0         0              0   \n",
              "...             ...           ...        ...       ...            ...   \n",
              "31648             0             0          0         0              0   \n",
              "31649             0             0          0         0              0   \n",
              "31650             0             0          0         0              0   \n",
              "31651             0             0          0         0              0   \n",
              "31652             0             0          0         0              0   \n",
              "\n",
              "       presence  presentations  preservation  preserve  preserving  \\\n",
              "0             0              0             0         0           0   \n",
              "1             0              0             0         0           0   \n",
              "2             0              0             0         0           0   \n",
              "3             0              0             0         0           0   \n",
              "4             0              0             0         0           0   \n",
              "...         ...            ...           ...       ...         ...   \n",
              "31648         0              0             0         0           0   \n",
              "31649         0              0             0         0           0   \n",
              "31650         0              0             0         0           0   \n",
              "31651         0              0             0         0           0   \n",
              "31652         0              0             0         0           0   \n",
              "\n",
              "       presidential  presidents  presley  press  pressed  pressure  prestige  \\\n",
              "0                 0           0        0      0        0         0         0   \n",
              "1                 0           0        0      0        0         0         0   \n",
              "2                 0           0        0      0        0         0         0   \n",
              "3                 0           0        0      0        0         0         0   \n",
              "4                 0           0        0      0        0         0         0   \n",
              "...             ...         ...      ...    ...      ...       ...       ...   \n",
              "31648             0           0        0      0        0         0         0   \n",
              "31649             0           0        0      0        0         0         0   \n",
              "31650             0           0        0      0        0         0         0   \n",
              "31651             0           0        0      0        0         0         0   \n",
              "31652             0           0        0      0        0         0         0   \n",
              "\n",
              "       preston  preteens  prevention  prey  price  prices  pride  priest  \\\n",
              "0            0         0           0     0      0       0      0       0   \n",
              "1            0         0           0     0      0       0      0       0   \n",
              "2            0         0           0     0      0       0      0       0   \n",
              "3            0         0           0     0      0       0      0       0   \n",
              "4            0         0           0     0      0       0      0       0   \n",
              "...        ...       ...         ...   ...    ...     ...    ...     ...   \n",
              "31648        0         0           0     0      0       0      0       0   \n",
              "31649        0         0           0     0      0       0      0       0   \n",
              "31650        0         0           0     0      0       0      0       0   \n",
              "31651        0         0           0     0      0       0      0       0   \n",
              "31652        0         0           0     0      0       0      0       0   \n",
              "\n",
              "       priesthood  priests  primal  primary  primates  primatologists  prime  \\\n",
              "0               0        0       0        0         0               0      0   \n",
              "1               0        0       0        0         0               0      0   \n",
              "2               0        0       0        0         0               0      0   \n",
              "3               0        0       0        0         0               0      0   \n",
              "4               0        0       0        0         0               0      0   \n",
              "...           ...      ...     ...      ...       ...             ...    ...   \n",
              "31648           0        0       0        0         0               0      0   \n",
              "31649           0        0       0        0         0               0      0   \n",
              "31650           0        0       0        0         0               0      0   \n",
              "31651           0        0       0        0         0               0      0   \n",
              "31652           0        0       0        0         0               0      0   \n",
              "\n",
              "       primitive  primitivism  prince  princes  princeses  princess  \\\n",
              "0              0            0       0        0          0         0   \n",
              "1              0            0       0        0          0         0   \n",
              "2              0            0       0        0          0         0   \n",
              "3              0            0       0        0          0         0   \n",
              "4              0            0       0        0          0         0   \n",
              "...          ...          ...     ...      ...        ...       ...   \n",
              "31648          0            0       0        0          0         0   \n",
              "31649          0            0       0        0          0         0   \n",
              "31650          0            0       0        0          0         0   \n",
              "31651          0            0       0        0          0         0   \n",
              "31652          0            0       0        0          0         0   \n",
              "\n",
              "       princesses  principals  principle  print  printed  printers  printing  \\\n",
              "0               0           0          0      0        0         0         0   \n",
              "1               0           0          0      0        0         0         0   \n",
              "2               0           0          0      0        0         0         0   \n",
              "3               0           0          0      0        0         0         0   \n",
              "4               0           0          0      0        0         0         0   \n",
              "...           ...         ...        ...    ...      ...       ...       ...   \n",
              "31648           0           0          0      0        0         0         0   \n",
              "31649           0           0          0      0        0         0         0   \n",
              "31650           0           0          0      0        0         0         0   \n",
              "31651           0           0          0      0        0         0         0   \n",
              "31652           0           0          0      0        0         0         0   \n",
              "\n",
              "       prints  prion  priscilla  prison  prisoners  prisons  privacy  private  \\\n",
              "0           0      0          0       0          0        0        0        0   \n",
              "1           0      0          0       0          0        0        0        0   \n",
              "2           0      0          0       0          0        0        0        0   \n",
              "3           0      0          0       0          0        0        0        0   \n",
              "4           0      0          0       0          0        0        0        0   \n",
              "...       ...    ...        ...     ...        ...      ...      ...      ...   \n",
              "31648       0      0          0       0          0        0        0        0   \n",
              "31649       0      0          0       0          0        0        0        0   \n",
              "31650       0      0          0       0          0        0        0        0   \n",
              "31651       0      0          0       0          0        0        0        0   \n",
              "31652       0      0          0       0          0        0        0        0   \n",
              "\n",
              "       privateering  privatization  prix  prizes  prizzi  pro  probabilities  \\\n",
              "0                 0              0     0       0       0    0              0   \n",
              "1                 0              0     0       0       0    0              0   \n",
              "2                 0              0     0       0       0    0              0   \n",
              "3                 0              0     0       0       0    0              0   \n",
              "4                 0              0     0       0       0    0              0   \n",
              "...             ...            ...   ...     ...     ...  ...            ...   \n",
              "31648             0              0     0       0       0    0              0   \n",
              "31649             0              0     0       0       0    0              0   \n",
              "31650             0              0     0       0       0    0              0   \n",
              "31651             0              0     0       0       0    0              0   \n",
              "31652             0              0     0       0       0    0              0   \n",
              "\n",
              "       probate  probation  probes  problem  problems  procedure  process  \\\n",
              "0            0          0       0        0         0          0        0   \n",
              "1            0          0       0        0         0          0        0   \n",
              "2            0          0       0        0         0          0        0   \n",
              "3            0          0       0        0         0          0        0   \n",
              "4            0          0       0        0         0          0        0   \n",
              "...        ...        ...     ...      ...       ...        ...      ...   \n",
              "31648        0          0       0        0         0          0        0   \n",
              "31649        0          0       0        0         0          0        0   \n",
              "31650        0          0       0        0         0          0        0   \n",
              "31651        0          0       0        0         0          0        0   \n",
              "31652        0          0       0        0         0          0        0   \n",
              "\n",
              "       processes  processing  proclus  procrastination  proctor  procurement  \\\n",
              "0              0           0        0                0        0            0   \n",
              "1              0           0        0                0        0            0   \n",
              "2              0           0        0                0        0            0   \n",
              "3              0           0        0                0        0            0   \n",
              "4              0           0        0                0        0            0   \n",
              "...          ...         ...      ...              ...      ...          ...   \n",
              "31648          0           0        0                0        0            0   \n",
              "31649          0           0        0                0        0            0   \n",
              "31650          0           0        0                0        0            0   \n",
              "31651          0           0        0                0        0            0   \n",
              "31652          0           0        0                0        0            0   \n",
              "\n",
              "       procyon  producers  product  production  productions  products  \\\n",
              "0            0          0        0           0            0         0   \n",
              "1            0          0        0           0            0         0   \n",
              "2            0          0        0           0            0         0   \n",
              "3            0          0        0           0            0         0   \n",
              "4            0          0        0           0            0         0   \n",
              "...        ...        ...      ...         ...          ...       ...   \n",
              "31648        0          0        0           0            0         0   \n",
              "31649        0          0        0           0            0         0   \n",
              "31650        0          0        0           0            0         0   \n",
              "31651        0          0        0           0            0         0   \n",
              "31652        0          0        0           0            0         0   \n",
              "\n",
              "       professional  professions  profilers  program  programmable  \\\n",
              "0                 0            0          0        0             0   \n",
              "1                 0            0          0        0             0   \n",
              "2                 0            0          0        0             0   \n",
              "3                 0            0          0        0             0   \n",
              "4                 0            0          0        0             0   \n",
              "...             ...          ...        ...      ...           ...   \n",
              "31648             0            0          0        0             0   \n",
              "31649             0            0          0        0             0   \n",
              "31650             0            0          0        0             0   \n",
              "31651             0            0          0        0             0   \n",
              "31652             0            0          0        0             0   \n",
              "\n",
              "       programmed  programming  programs  progress  progressive  prohibited  \\\n",
              "0               0            0         0         0            0           0   \n",
              "1               0            0         0         0            0           0   \n",
              "2               0            0         0         0            0           0   \n",
              "3               0            0         0         0            0           0   \n",
              "4               0            0         0         0            0           0   \n",
              "...           ...          ...       ...       ...          ...         ...   \n",
              "31648           0            0         0         0            0           0   \n",
              "31649           0            0         0         0            0           0   \n",
              "31650           0            0         0         0            0           0   \n",
              "31651           0            0         0         0            0           0   \n",
              "31652           0            0         0         0            0           0   \n",
              "\n",
              "       prohibition  project  projection  projects  prokofiev  promises  \\\n",
              "0                0        0           0         0          0         0   \n",
              "1                0        0           0         0          0         0   \n",
              "2                0        0           0         0          0         0   \n",
              "3                0        0           0         0          0         0   \n",
              "4                0        0           0         0          0         0   \n",
              "...            ...      ...         ...       ...        ...       ...   \n",
              "31648            0        0           0         0          0         0   \n",
              "31649            0        0           0         0          0         0   \n",
              "31650            0        0           0         0          0         0   \n",
              "31651            0        0           0         0          0         0   \n",
              "31652            0        0           0         0          0         0   \n",
              "\n",
              "       promoters  promotion  promptness  proms  pronunciation  proof  \\\n",
              "0              0          0           0      0              0      0   \n",
              "1              0          0           0      0              0      0   \n",
              "2              0          0           0      0              0      0   \n",
              "3              0          0           0      0              0      0   \n",
              "4              0          0           0      0              0      0   \n",
              "...          ...        ...         ...    ...            ...    ...   \n",
              "31648          0          0           0      0              0      0   \n",
              "31649          0          0           0      0              0      0   \n",
              "31650          0          0           0      0              0      0   \n",
              "31651          0          0           0      0              0      0   \n",
              "31652          0          0           0      0              0      0   \n",
              "\n",
              "       propaganda  propagation  properties  property  prophecies  prophecy  \\\n",
              "0               0            0           0         0           0         0   \n",
              "1               0            0           0         0           0         0   \n",
              "2               0            0           0         0           0         0   \n",
              "3               0            0           0         0           0         0   \n",
              "4               0            0           0         0           0         0   \n",
              "...           ...          ...         ...       ...         ...       ...   \n",
              "31648           0            0           0         0           0         0   \n",
              "31649           0            0           0         0           0         0   \n",
              "31650           0            0           0         0           0         0   \n",
              "31651           0            0           0         0           0         0   \n",
              "31652           0            0           0         0           0         0   \n",
              "\n",
              "       prophet  prophets  proportion  proposal  proposals  proposed  props  \\\n",
              "0            0         0           0         0          0         0      0   \n",
              "1            0         0           0         0          0         0      0   \n",
              "2            0         0           0         0          0         0      0   \n",
              "3            0         0           0         0          0         0      0   \n",
              "4            0         0           0         0          0         0      0   \n",
              "...        ...       ...         ...       ...        ...       ...    ...   \n",
              "31648        0         0           0         0          0         0      0   \n",
              "31649        0         0           0         0          0         0      0   \n",
              "31650        0         0           0         0          0         0      0   \n",
              "31651        0         0           0         0          0         0      0   \n",
              "31652        0         0           0         0          0         0      0   \n",
              "\n",
              "       propulsion  prose  prosecutors  prostate  prostitutes  prostitution  \\\n",
              "0               0      0            0         0            0             0   \n",
              "1               0      0            0         0            0             0   \n",
              "2               0      0            0         0            0             0   \n",
              "3               0      0            0         0            0             0   \n",
              "4               0      0            0         0            0             0   \n",
              "...           ...    ...          ...       ...          ...           ...   \n",
              "31648           0      0            0         0            0             0   \n",
              "31649           0      0            0         0            0             0   \n",
              "31650           0      0            0         0            0             0   \n",
              "31651           0      0            0         0            0             0   \n",
              "31652           0      0            0         0            0             0   \n",
              "\n",
              "       protection  protective  protest  protestant  protestantism  protocol  \\\n",
              "0               0           0        0           0              0         0   \n",
              "1               0           0        0           0              0         0   \n",
              "2               0           0        0           0              0         0   \n",
              "3               0           0        0           0              0         0   \n",
              "4               0           0        0           0              0         0   \n",
              "...           ...         ...      ...         ...            ...       ...   \n",
              "31648           0           0        0           0              0         0   \n",
              "31649           0           0        0           0              0         0   \n",
              "31650           0           0        0           0              0         0   \n",
              "31651           0           0        0           0              0         0   \n",
              "31652           0           0        0           0              0         0   \n",
              "\n",
              "       proust  proven  provence  proverbs  providence  providing  province  \\\n",
              "0           0       0         0         0           0          0         0   \n",
              "1           0       0         0         0           0          0         0   \n",
              "2           0       0         0         0           0          0         0   \n",
              "3           0       0         0         0           0          0         0   \n",
              "4           0       0         0         0           0          0         0   \n",
              "...       ...     ...       ...       ...         ...        ...       ...   \n",
              "31648       0       0         0         0           0          0         0   \n",
              "31649       0       0         0         0           0          0         0   \n",
              "31650       0       0         0         0           0          0         0   \n",
              "31651       0       0         0         0           0          0         0   \n",
              "31652       0       0         0         0           0          0         0   \n",
              "\n",
              "       provinces  provincial  provocateurs  prudhon  pruning  prussia  \\\n",
              "0              0           0             0        0        0        0   \n",
              "1              0           0             0        0        0        0   \n",
              "2              0           0             0        0        0        0   \n",
              "3              0           0             0        0        0        0   \n",
              "4              0           0             0        0        0        0   \n",
              "...          ...         ...           ...      ...      ...      ...   \n",
              "31648          0           0             0        0        0        0   \n",
              "31649          0           0             0        0        0        0   \n",
              "31650          0           0             0        0        0        0   \n",
              "31651          0           0             0        0        0        0   \n",
              "31652          0           0             0        0        0        0   \n",
              "\n",
              "       prussian  prydain  psalm  psalms  pseudoscience  psoriasis  pspice  \\\n",
              "0             0        0      0       0              0          0       0   \n",
              "1             0        0      0       0              0          0       0   \n",
              "2             0        0      0       0              0          0       0   \n",
              "3             0        0      0       0              0          0       0   \n",
              "4             0        0      0       0              0          0       0   \n",
              "...         ...      ...    ...     ...            ...        ...     ...   \n",
              "31648         0        0      0       0              0          0       0   \n",
              "31649         0        0      0       0              0          0       0   \n",
              "31650         0        0      0       0              0          0       0   \n",
              "31651         0        0      0       0              0          0       0   \n",
              "31652         0        0      0       0              0          0       0   \n",
              "\n",
              "       psyche  psychiatric  psychiatrists  psychiatry  psychic  psychics  \\\n",
              "0           0            0              0           0        0         0   \n",
              "1           0            0              0           0        0         0   \n",
              "2           0            0              0           0        0         0   \n",
              "3           0            0              0           0        0         0   \n",
              "4           0            0              0           0        0         0   \n",
              "...       ...          ...            ...         ...      ...       ...   \n",
              "31648       0            0              0           0        0         0   \n",
              "31649       0            0              0           0        0         0   \n",
              "31650       0            0              0           0        0         0   \n",
              "31651       0            0              0           0        0         0   \n",
              "31652       0            0              0           0        0         0   \n",
              "\n",
              "       psychoanalysis  psychoanalysts  psychobiology  psychodynamic  \\\n",
              "0                   0               0              0              0   \n",
              "1                   0               0              0              0   \n",
              "2                   0               0              0              0   \n",
              "3                   0               0              0              0   \n",
              "4                   0               0              0              0   \n",
              "...               ...             ...            ...            ...   \n",
              "31648               0               0              0              0   \n",
              "31649               0               0              0              0   \n",
              "31650               0               0              0              0   \n",
              "31651               0               0              0              0   \n",
              "31652               0               0              0              0   \n",
              "\n",
              "       psycholgical  psycholinguistics  psychological  psychologists  \\\n",
              "0                 0                  0              0              0   \n",
              "1                 0                  0              0              0   \n",
              "2                 0                  0              0              0   \n",
              "3                 0                  0              0              0   \n",
              "4                 0                  0              0              0   \n",
              "...             ...                ...            ...            ...   \n",
              "31648             0                  0              0              0   \n",
              "31649             0                  0              0              0   \n",
              "31650             0                  0              0              0   \n",
              "31651             0                  0              0              0   \n",
              "31652             0                  0              0              0   \n",
              "\n",
              "       psychology  psychoneuroimmunology  psychopathology  psychopaths  \\\n",
              "0               0                      0                0            0   \n",
              "1               0                      0                0            0   \n",
              "2               0                      0                0            0   \n",
              "3               0                      0                0            0   \n",
              "4               0                      0                0            0   \n",
              "...           ...                    ...              ...          ...   \n",
              "31648           0                      0                0            0   \n",
              "31649           0                      0                0            0   \n",
              "31650           0                      0                0            0   \n",
              "31651           0                      0                0            0   \n",
              "31652           0                      0                0            0   \n",
              "\n",
              "       psychopharmacology  psychophysiology  psychoses  psychosomatic  \\\n",
              "0                       0                 0          0              0   \n",
              "1                       0                 0          0              0   \n",
              "2                       0                 0          0              0   \n",
              "3                       0                 0          0              0   \n",
              "4                       0                 0          0              0   \n",
              "...                   ...               ...        ...            ...   \n",
              "31648                   0                 0          0              0   \n",
              "31649                   0                 0          0              0   \n",
              "31650                   0                 0          0              0   \n",
              "31651                   0                 0          0              0   \n",
              "31652                   0                 0          0              0   \n",
              "\n",
              "       psychotherapist  psychotherapists  psychotherapy  psychotropic  pt  \\\n",
              "0                    0                 0              0             0   0   \n",
              "1                    0                 0              0             0   0   \n",
              "2                    0                 0              0             0   0   \n",
              "3                    0                 0              0             0   0   \n",
              "4                    0                 0              0             0   0   \n",
              "...                ...               ...            ...           ...  ..   \n",
              "31648                0                 0              0             0   0   \n",
              "31649                0                 0              0             0   0   \n",
              "31650                0                 0              0             0   0   \n",
              "31651                0                 0              0             0   0   \n",
              "31652                0                 0              0             0   0   \n",
              "\n",
              "       puberty  public  publications  publicity  publishers  publishing  \\\n",
              "0            0       0             0          0           0           0   \n",
              "1            0       0             0          0           0           0   \n",
              "2            0       0             0          0           0           0   \n",
              "3            0       0             0          0           0           0   \n",
              "4            0       0             0          0           0           0   \n",
              "...        ...     ...           ...        ...         ...         ...   \n",
              "31648        0       0             0          0           0           0   \n",
              "31649        0       0             0          0           0           0   \n",
              "31650        0       0             0          0           0           0   \n",
              "31651        0       0             0          0           0           0   \n",
              "31652        0       0             0          0           0           0   \n",
              "\n",
              "       pucci  puddings  puebla  pueblo  pueblos  puerto  pug  puget  pugh  \\\n",
              "0          0         0       0       0        0       0    0      0     0   \n",
              "1          0         0       0       0        0       0    0      0     0   \n",
              "2          0         0       2       0        0       0    0      0     0   \n",
              "3          0         0       0       0        0       0    0      0     0   \n",
              "4          0         0       0       0        0       0    0      0     0   \n",
              "...      ...       ...     ...     ...      ...     ...  ...    ...   ...   \n",
              "31648      0         0       0       0        0       0    0      0     0   \n",
              "31649      0         0       0       0        0       0    0      0     0   \n",
              "31650      0         0       0       0        0       0    0      0     0   \n",
              "31651      0         0       0       0        0       0    0      0     0   \n",
              "31652      0         0       0       0        0       0    0      0     0   \n",
              "\n",
              "       pulis  puma  pumpkin  punch  punctuated  punctuation  punic  \\\n",
              "0          0     0        0      0           0            0      0   \n",
              "1          0     0        0      0           0            0      0   \n",
              "2          0     0        0      0           0            0      0   \n",
              "3          0     0        0      0           0            0      0   \n",
              "4          0     0        0      0           0            0      0   \n",
              "...      ...   ...      ...    ...         ...          ...    ...   \n",
              "31648      0     0        0      0           0            0      0   \n",
              "31649      0     0        0      0           0            0      0   \n",
              "31650      0     0        0      0           0            0      0   \n",
              "31651      0     0        0      0           0            0      0   \n",
              "31652      0     0        0      0           0            0      0   \n",
              "\n",
              "       punishment  punjab  punk  punning  puns  puppet  puppeteers  puppets  \\\n",
              "0               0       0     0        0     0       0           0        0   \n",
              "1               0       0     0        0     0       0           0        0   \n",
              "2               0       0     0        0     0       0           0        0   \n",
              "3               0       0     0        0     0       0           0        0   \n",
              "4               0       0     0        0     0       0           0        0   \n",
              "...           ...     ...   ...      ...   ...     ...         ...      ...   \n",
              "31648           0       0     0        0     0       0           0        0   \n",
              "31649           0       0     0        0     0       0           0        0   \n",
              "31650           0       0     0        0     0       0           0        0   \n",
              "31651           0       0     0        0     0       0           0        0   \n",
              "31652           0       0     0        0     0       0           0        0   \n",
              "\n",
              "       puppies  purchase  purchasing  pure  purim  puritans  pushkin  \\\n",
              "0            0         0           0     0      0         0        0   \n",
              "1            0         0           0     0      0         0        0   \n",
              "2            0         0           0     0      0         0        0   \n",
              "3            0         0           0     0      0         0        0   \n",
              "4            0         0           0     0      0         0        0   \n",
              "...        ...       ...         ...   ...    ...       ...      ...   \n",
              "31648        0         0           0     0      0         0        0   \n",
              "31649        0         0           0     0      0         0        0   \n",
              "31650        0         0           0     0      0         0        0   \n",
              "31651        0         0           0     0      0         0        0   \n",
              "31652        0         0           0     0      0         0        0   \n",
              "\n",
              "       pushkina  pussy  putin  putnam  puttock  puyi  puzzle  puzzles  pyle  \\\n",
              "0             0      0      0       0        0     0       0        0     0   \n",
              "1             0      0      0       0        0     0       0        0     0   \n",
              "2             0      0      0       0        0     0       0        0     0   \n",
              "3             0      0      0       0        0     0       0        0     0   \n",
              "4             0      0      0       0        0     0       0        0     0   \n",
              "...         ...    ...    ...     ...      ...   ...     ...      ...   ...   \n",
              "31648         0      0      0       0        0     0       0        0     0   \n",
              "31649         0      0      0       0        0     0       0        0     0   \n",
              "31650         0      0      0       0        0     0       0        0     0   \n",
              "31651         0      0      0       0        0     0       0        0     0   \n",
              "31652         0      0      0       0        0     0       0        0     0   \n",
              "\n",
              "       pyramid  pyramids  pyromania  pyschological  python  pythons  qaida  \\\n",
              "0            0         0          0              0       0        0      0   \n",
              "1            0         0          0              0       0        0      0   \n",
              "2            0         0          0              0       0        0      0   \n",
              "3            0         0          0              0       0        0      0   \n",
              "4            0         0          0              0       0        0      0   \n",
              "...        ...       ...        ...            ...     ...      ...    ...   \n",
              "31648        0         0          0              0       0        0      0   \n",
              "31649        0         0          0              0       0        0      0   \n",
              "31650        0         0          0              0       0        0      0   \n",
              "31651        0         0          0              0       0        0      0   \n",
              "31652        0         0          0              0       0        0      0   \n",
              "\n",
              "       qanun  qawwali  qi  qian  qin  qing  qiuyu  qld  qu  quabbin  quackery  \\\n",
              "0          0        0   0     0    0     0      0    0   0        0         0   \n",
              "1          0        0   0     0    0     0      0    0   0        0         0   \n",
              "2          0        0   0     0    0     0      0    0   0        0         0   \n",
              "3          0        0   0     0    0     0      0    0   0        0         0   \n",
              "4          0        0   0     0    0     0      0    0   0        0         0   \n",
              "...      ...      ...  ..   ...  ...   ...    ...  ...  ..      ...       ...   \n",
              "31648      0        0   0     0    0     0      0    0   0        0         0   \n",
              "31649      0        0   0     0    0     0      0    0   0        0         0   \n",
              "31650      0        0   0     0    0     0      0    0   0        0         0   \n",
              "31651      0        0   0     0    0     0      0    0   0        0         0   \n",
              "31652      0        0   0     0    0     0      0    0   0        0         0   \n",
              "\n",
              "       quacks  quadriplegics  quails  quaker  quakers  qualifying  quality  \\\n",
              "0           0              0       0       0        0           0        0   \n",
              "1           0              0       0       0        0           0        0   \n",
              "2           0              0       0       0        0           0        0   \n",
              "3           0              0       0       0        0           0        0   \n",
              "4           0              0       0       0        0           0        0   \n",
              "...       ...            ...     ...     ...      ...         ...      ...   \n",
              "31648       0              0       0       0        0           0        0   \n",
              "31649       0              0       0       0        0           0        0   \n",
              "31650       0              0       0       0        0           0        0   \n",
              "31651       0              0       0       0        0           0        0   \n",
              "31652       0              0       0       0        0           0        0   \n",
              "\n",
              "       quanah  quantitative  quantity  quantum  quarkxpress  quarreling  \\\n",
              "0           0             0         0        0            0           0   \n",
              "1           0             0         0        0            0           0   \n",
              "2           0             0         0        0            0           0   \n",
              "3           0             0         0        0            0           0   \n",
              "4           0             0         0        0            0           0   \n",
              "...       ...           ...       ...      ...          ...         ...   \n",
              "31648       0             0         0        0            0           0   \n",
              "31649       0             0         0        0            0           0   \n",
              "31650       0             0         0        0            0           0   \n",
              "31651       0             0         0        0            0           0   \n",
              "31652       0             0         0        0            0           0   \n",
              "\n",
              "       quarrels  quarterbacks  quartet  quartets  quartz  quasimodo  quechua  \\\n",
              "0             0             0        0         0       0          0        0   \n",
              "1             0             0        0         0       0          0        0   \n",
              "2             0             0        0         0       0          0        0   \n",
              "3             0             0        0         0       0          0        0   \n",
              "4             0             0        0         0       0          0        0   \n",
              "...         ...           ...      ...       ...     ...        ...      ...   \n",
              "31648         0             0        0         0       0          0        0   \n",
              "31649         0             0        0         0       0          0        0   \n",
              "31650         0             0        0         0       0          0        0   \n",
              "31651         0             0        0         0       0          0        0   \n",
              "31652         0             0        0         0       0          0        0   \n",
              "\n",
              "       queen  queens  quentin  question  questioning  questions  quests  \\\n",
              "0          0       0        0         0            0          0       0   \n",
              "1          0       0        0         0            0          0       0   \n",
              "2          0       0        0         0            0          0       0   \n",
              "3          0       0        0         0            0          0       0   \n",
              "4          0       0        0         0            0          0       0   \n",
              "...      ...     ...      ...       ...          ...        ...     ...   \n",
              "31648      0       0        0         0            0          0       0   \n",
              "31649      0       0        0         0            0          0       0   \n",
              "31650      0       0        0         0            0          0       0   \n",
              "31651      0       0        0         0            0          0       0   \n",
              "31652      0       0        0         0            0          0       0   \n",
              "\n",
              "       quezada  quf  qui  quiches  quick  quickbooks  quickdraw  quicken  \\\n",
              "0            0    0    0        0      0           0          0        0   \n",
              "1            0    0    0        0      0           0          0        0   \n",
              "2            0    0    0        0      0           0          0        0   \n",
              "3            0    0    0        0      0           0          0        0   \n",
              "4            0    0    0        0      0           0          0        0   \n",
              "...        ...  ...  ...      ...    ...         ...        ...      ...   \n",
              "31648        0    0    0        0      0           0          0        0   \n",
              "31649        0    0    0        0      0           0          0        0   \n",
              "31650        0    0    0        0      0           0          0        0   \n",
              "31651        0    0    0        0      0           0          0        0   \n",
              "31652        0    0    0        0      0           0          0        0   \n",
              "\n",
              "       quilers  quillayute  quillwork  quilt  quilted  quilting  quiltmakers  \\\n",
              "0            0           0          0      0        0         0            0   \n",
              "1            0           0          0      0        0         0            0   \n",
              "2            0           0          0      0        0         0            0   \n",
              "3            0           0          0      0        0         0            0   \n",
              "4            0           0          0      0        0         0            0   \n",
              "...        ...         ...        ...    ...      ...       ...          ...   \n",
              "31648        0           0          0      0        0         0            0   \n",
              "31649        0           0          0      0        0         0            0   \n",
              "31650        0           0          0      0        0         0            0   \n",
              "31651        0           0          0      0        0         0            0   \n",
              "31652        0           0          0      0        0         0            0   \n",
              "\n",
              "       quiltmaking  quilts  quincy  quiner  quinn  quintana  quintets  \\\n",
              "0                0       0       0       0      0         0         0   \n",
              "1                0       0       0       0      0         0         0   \n",
              "2                0       0       0       0      0         0         0   \n",
              "3                0       0       0       0      0         0         0   \n",
              "4                0       0       0       0      0         0         0   \n",
              "...            ...     ...     ...     ...    ...       ...       ...   \n",
              "31648            0       0       0       0      0         0         0   \n",
              "31649            0       0       0       0      0         0         0   \n",
              "31650            0       0       0       0      0         0         0   \n",
              "31651            0       0       0       0      0         0         0   \n",
              "31652            0       0       0       0      0         0         0   \n",
              "\n",
              "       quitish  quivira  quixote  quiz  qumps  qumran  quotations  qurna  \\\n",
              "0            0        0        0     0      0       0           0      0   \n",
              "1            0        0        0     0      0       0           0      0   \n",
              "2            0        0        0     0      0       0           0      0   \n",
              "3            0        0        0     0      0       0           0      0   \n",
              "4            0        0        0     0      0       0           0      0   \n",
              "...        ...      ...      ...   ...    ...     ...         ...    ...   \n",
              "31648        0        0        0     0      0       0           0      0   \n",
              "31649        0        0        0     0      0       0           0      0   \n",
              "31650        0        0        0     0      0       0           0      0   \n",
              "31651        0        0        0     0      0       0           0      0   \n",
              "31652        0        0        0     0      0       0           0      0   \n",
              "\n",
              "       quuities  quvironmentalists  qwilleran  r  ra  rabaris  rabbinical  \\\n",
              "0             0                  0          0  0   0        0           0   \n",
              "1             0                  0          0  0   0        0           0   \n",
              "2             0                  0          0  0   0        0           0   \n",
              "3             0                  0          0  0   0        0           0   \n",
              "4             0                  0          0  0   0        0           0   \n",
              "...         ...                ...        ... ..  ..      ...         ...   \n",
              "31648         0                  0          0  0   0        0           0   \n",
              "31649         0                  0          0  0   0        0           0   \n",
              "31650         0                  0          0  0   0        0           0   \n",
              "31651         0                  0          0  0   0        0           0   \n",
              "31652         0                  0          0  0   0        0           0   \n",
              "\n",
              "       rabbis  rabbits  rabindranath  rabun  raccoon  raccoons  race  races  \\\n",
              "0           0        0             0      0        0         0     0      0   \n",
              "1           0        0             0      0        0         0     0      0   \n",
              "2           0        0             0      0        0         0     0      0   \n",
              "3           0        0             0      0        0         0     0      0   \n",
              "4           0        0             0      0        0         0     0      0   \n",
              "...       ...      ...           ...    ...      ...       ...   ...    ...   \n",
              "31648       0        0             0      0        0         0     0      0   \n",
              "31649       0        0             0      0        0         0     0      0   \n",
              "31650       0        0             0      0        0         0     0      0   \n",
              "31651       0        0             0      0        0         0     0      0   \n",
              "31652       0        0             0      0        0         0     0      0   \n",
              "\n",
              "       racetracks  rachel  racially  racine  racing  racism  rackets  \\\n",
              "0               0       0         0       0       0       0        0   \n",
              "1               0       0         0       0       0       0        0   \n",
              "2               0       0         0       0       0       0        0   \n",
              "3               0       0         0       0       0       0        0   \n",
              "4               0       0         0       0       0       0        0   \n",
              "...           ...     ...       ...     ...     ...     ...      ...   \n",
              "31648           0       0         0       0       0       0        0   \n",
              "31649           0       0         0       0       0       0        0   \n",
              "31650           0       0         0       0       0       0        0   \n",
              "31651           0       0         0       0       0       0        0   \n",
              "31652           0       0         0       0       0       0        0   \n",
              "\n",
              "       radcliffe  radiation  radicalism  radicals  radio  radioactive  \\\n",
              "0              0          0           0         0      0            0   \n",
              "1              0          0           0         0      0            0   \n",
              "2              0          0           0         0      0            0   \n",
              "3              0          0           0         0      0            0   \n",
              "4              0          0           0         0      0            0   \n",
              "...          ...        ...         ...       ...    ...          ...   \n",
              "31648          0          0           0         0      0            0   \n",
              "31649          0          0           0         0      0            0   \n",
              "31650          0          0           0         0      0            0   \n",
              "31651          0          0           0         0      0            0   \n",
              "31652          0          0           0         0      0            0   \n",
              "\n",
              "       radiography  radiohead  rae  raeburn  rafael  raffael  rafferty  rag  \\\n",
              "0                0          0    0        0       0        0         0    0   \n",
              "1                0          0    0        0       0        0         0    0   \n",
              "2                0          0    0        0       0        0         0    0   \n",
              "3                0          0    0        0       0        0         0    0   \n",
              "4                0          0    0        0       0        0         0    0   \n",
              "...            ...        ...  ...      ...     ...      ...       ...  ...   \n",
              "31648            0          0    0        0       0        0         0    0   \n",
              "31649            0          0    0        0       0        0         0    0   \n",
              "31650            0          0    0        0       0        0         0    0   \n",
              "31651            0          0    0        0       0        0         0    0   \n",
              "31652            0          0    0        0       0        0         0    0   \n",
              "\n",
              "       ragas  ragle  ragpickers  ragtime  rahl  rahner  rai  raid  rail  \\\n",
              "0          0      0           0        0     0       0    0     0     0   \n",
              "1          0      0           0        0     0       0    0     0     0   \n",
              "2          0      0           0        0     0       0    0     0     0   \n",
              "3          0      0           0        0     0       0    0     0     0   \n",
              "4          0      0           0        0     0       0    0     0     0   \n",
              "...      ...    ...         ...      ...   ...     ...  ...   ...   ...   \n",
              "31648      0      0           0        0     0       0    0     0     0   \n",
              "31649      0      0           0        0     0       0    0     0     0   \n",
              "31650      0      0           0        0     0       0    0     0     0   \n",
              "31651      0      0           0        0     0       0    0     0     0   \n",
              "31652      0      0           0        0     0       0    0     0     0   \n",
              "\n",
              "       railroad  railroads  railway  rain  rainbow  rainer  rainfall  rainier  \\\n",
              "0             0          0        0     0        0       0         0        0   \n",
              "1             0          0        0     0        0       0         0        0   \n",
              "2             0          0        0     0        0       0         0        0   \n",
              "3             0          0        0     0        0       0         0        0   \n",
              "4             0          0        0     0        0       0         0        0   \n",
              "...         ...        ...      ...   ...      ...     ...       ...      ...   \n",
              "31648         0          0        0     0        0       0         0        0   \n",
              "31649         0          0        0     0        0       0         0        0   \n",
              "31650         0          0        0     0        0       0         0        0   \n",
              "31651         0          0        0     0        0       0         0        0   \n",
              "31652         0          0        0     0        0       0         0        0   \n",
              "\n",
              "       rais  raised  raisin  raising  raisonn  rajastan  rajasthan  \\\n",
              "0         0       0       0        0        0         0          0   \n",
              "1         0       0       0        0        0         0          0   \n",
              "2         0       0       0        0        0         0          0   \n",
              "3         0       0       0        0        0         0          0   \n",
              "4         0       0       0        0        0         0          0   \n",
              "...     ...     ...     ...      ...      ...       ...        ...   \n",
              "31648     0       0       0        0        0         0          0   \n",
              "31649     0       0       0        0        0         0          0   \n",
              "31650     0       0       0        0        0         0          0   \n",
              "31651     0       0       0        0        0         0          0   \n",
              "31652     0       0       0        0        0         0          0   \n",
              "\n",
              "       rajneeshees  rajneeshpuram  raleigh  rallies  ralph  ramage  ramisi  \\\n",
              "0                0              0        0        0      0       0       0   \n",
              "1                0              0        0        0      0       0       0   \n",
              "2                0              0        0        0      0       0       0   \n",
              "3                0              0        0        0      0       0       0   \n",
              "4                0              0        0        0      0       0       0   \n",
              "...            ...            ...      ...      ...    ...     ...     ...   \n",
              "31648            0              0        0        0      0       0       0   \n",
              "31649            0              0        0        0      0       0       0   \n",
              "31650            0              0        0        0      0       0       0   \n",
              "31651            0              0        0        0      0       0       0   \n",
              "31652            0              0        0        0      0       0       0   \n",
              "\n",
              "       ramona  ramone  ramones  ramos  ramotswe  ramses  ramsey  ramzi  ranch  \\\n",
              "0           0       0        0      0         0       0       0      0      0   \n",
              "1           0       0        0      0         0       0       0      0      0   \n",
              "2           0       0        0      0         0       0       0      0      0   \n",
              "3           0       0        0      0         0       0       0      0      0   \n",
              "4           0       0        0      0         0       0       0      0      0   \n",
              "...       ...     ...      ...    ...       ...     ...     ...    ...    ...   \n",
              "31648       0       0        0      0         0       0       0      0      0   \n",
              "31649       0       0        0      0         0       0       0      0      0   \n",
              "31650       0       0        0      0         0       0       0      0      0   \n",
              "31651       0       0        0      0         0       0       0      0      0   \n",
              "31652       0       0        0      0         0       0       0      0      0   \n",
              "\n",
              "       ranchers  ranches  ranching  rand  randall  random  randy  range  \\\n",
              "0             0        0         0     0        0       0      0      0   \n",
              "1             0        0         0     0        0       0      0      0   \n",
              "2             0        0         0     0        0       0      0      0   \n",
              "3             0        0         0     0        0       0      0      0   \n",
              "4             0        0         0     0        0       0      0      0   \n",
              "...         ...      ...       ...   ...      ...     ...    ...    ...   \n",
              "31648         0        0         0     0        0       0      0      0   \n",
              "31649         0        0         0     0        0       0      0      0   \n",
              "31650         0        0         0     0        0       0      0      0   \n",
              "31651         0        0         0     0        0       0      0      0   \n",
              "31652         0        0         0     0        0       0      0      0   \n",
              "\n",
              "       ranger  rangers  ranges  raoul  rap  rape  raphaelitism  rapid  \\\n",
              "0           0        0       0      0    0     0             0      0   \n",
              "1           0        0       0      0    0     0             0      0   \n",
              "2           0        0       0      0    0     0             0      0   \n",
              "3           0        0       0      0    0     0             0      0   \n",
              "4           0        0       0      0    0     0             0      0   \n",
              "...       ...      ...     ...    ...  ...   ...           ...    ...   \n",
              "31648       0        0       0      0    0     0             0      0   \n",
              "31649       0        0       0      0    0     0             0      0   \n",
              "31650       0        0       0      0    0     0             0      0   \n",
              "31651       0        0       0      0    0     0             0      0   \n",
              "31652       0        0       0      0    0     0             0      0   \n",
              "\n",
              "       rapists  rapp  rapture  rapunzel  rare  rasmussen  rasputin  rates  \\\n",
              "0            0     0        0         0     0          0         0      0   \n",
              "1            0     0        0         0     0          0         0      0   \n",
              "2            0     0        0         0     0          0         0      0   \n",
              "3            0     0        0         0     0          0         0      0   \n",
              "4            0     0        0         0     0          0         0      0   \n",
              "...        ...   ...      ...       ...   ...        ...       ...    ...   \n",
              "31648        0     0        0         0     0          0         0      0   \n",
              "31649        0     0        0         0     0          0         0      0   \n",
              "31650        0     0        0         0     0          0         0      0   \n",
              "31651        0     0        0         0     0          0         0      0   \n",
              "31652        0     0        0         0     0          0         0      0   \n",
              "\n",
              "       rathbone  rating  ratings  ratio  raton  rats  rattenburg  \\\n",
              "0             0       0        0      0      0     0           0   \n",
              "1             0       0        0      0      0     0           0   \n",
              "2             0       0        0      0      0     0           0   \n",
              "3             0       0        0      0      0     0           0   \n",
              "4             0       0        0      0      0     0           0   \n",
              "...         ...     ...      ...    ...    ...   ...         ...   \n",
              "31648         0       0        0      0      0     0           0   \n",
              "31649         0       0        0      0      0     0           0   \n",
              "31650         0       0        0      0      0     0           0   \n",
              "31651         0       0        0      0      0     0           0   \n",
              "31652         0       0        0      0      0     0           0   \n",
              "\n",
              "       rattlesnakes  raubal  rauschenberg  raven  ravens  ravensbr  raverat  \\\n",
              "0                 0       0             0      0       0         0        0   \n",
              "1                 0       0             0      0       0         0        0   \n",
              "2                 0       0             0      0       0         0        0   \n",
              "3                 0       0             0      0       0         0        0   \n",
              "4                 0       0             0      0       0         0        0   \n",
              "...             ...     ...           ...    ...     ...       ...      ...   \n",
              "31648             0       0             0      0       0         0        0   \n",
              "31649             0       0             0      0       0         0        0   \n",
              "31650             0       0             0      0       0         0        0   \n",
              "31651             0       0             0      0       0         0        0   \n",
              "31652             0       0             0      0       0         0        0   \n",
              "\n",
              "       raw  rawicz  rawlings  rawlins  rawlinson  ray  rayburn  rayford  \\\n",
              "0        0       0         0        0          0    0        0        0   \n",
              "1        0       0         0        0          0    0        0        0   \n",
              "2        0       0         0        0          0    0        0        0   \n",
              "3        0       0         0        0          0    0        0        0   \n",
              "4        0       0         0        0          0    0        0        0   \n",
              "...    ...     ...       ...      ...        ...  ...      ...      ...   \n",
              "31648    0       0         0        0          0    0        0        0   \n",
              "31649    0       0         0        0          0    0        0        0   \n",
              "31650    0       0         0        0          0    0        0        0   \n",
              "31651    0       0         0        0          0    0        0        0   \n",
              "31652    0       0         0        0          0    0        0        0   \n",
              "\n",
              "       raymond  rays  rd  reach  reactions  reactors  readers  readiness  \\\n",
              "0            0     0   0      0          0         0        0          0   \n",
              "1            0     0   0      0          0         0        0          0   \n",
              "2            0     0   0      0          0         0        0          0   \n",
              "3            0     0   0      0          0         0        0          0   \n",
              "4            0     0   0      0          0         0        0          0   \n",
              "...        ...   ...  ..    ...        ...       ...      ...        ...   \n",
              "31648        0     0   0      0          0         0        0          0   \n",
              "31649        0     0   0      0          0         0        0          0   \n",
              "31650        0     0   0      0          0         0        0          0   \n",
              "31651        0     0   0      0          0         0        0          0   \n",
              "31652        0     0   0      0          0         0        0          0   \n",
              "\n",
              "       reading  readings  reagan  real  realism  reality  realization  realms  \\\n",
              "0            0         0       0     0        0        0            0       0   \n",
              "1            0         0       0     0        0        0            0       0   \n",
              "2            0         0       0     0        0        0            0       0   \n",
              "3            0         0       0     0        0        0            0       0   \n",
              "4            0         0       0     0        0        0            0       0   \n",
              "...        ...       ...     ...   ...      ...      ...          ...     ...   \n",
              "31648        0         0       0     0        0        0            0       0   \n",
              "31649        0         0       0     0        0        0            0       0   \n",
              "31650        0         0       0     0        0        0            0       0   \n",
              "31651        0         0       0     0        0        0            0       0   \n",
              "31652        0         0       0     0        0        0            0       0   \n",
              "\n",
              "       rearing  reason  reasoning  reavley  rebaudiana  rebecca  rebellion  \\\n",
              "0            0       0          0        0           0        0          0   \n",
              "1            0       0          0        0           0        0          0   \n",
              "2            0       0          0        0           0        0          0   \n",
              "3            0       0          0        0           0        0          0   \n",
              "4            0       0          0        0           0        0          0   \n",
              "...        ...     ...        ...      ...         ...      ...        ...   \n",
              "31648        0       0          0        0           0        0          0   \n",
              "31649        0       0          0        0           0        0          0   \n",
              "31650        0       0          0        0           0        0          0   \n",
              "31651        0       0          0        0           0        0          0   \n",
              "31652        0       0          0        0           0        0          0   \n",
              "\n",
              "       rebus  rebuses  receipts  receivers  reception  receptionists  \\\n",
              "0          0        0         0          0          0              0   \n",
              "1          0        0         0          0          0              0   \n",
              "2          0        0         0          0          0              0   \n",
              "3          0        0         0          0          0              0   \n",
              "4          0        0         0          0          0              0   \n",
              "...      ...      ...       ...        ...        ...            ...   \n",
              "31648      0        0         0          0          0              0   \n",
              "31649      0        0         0          0          0              0   \n",
              "31650      0        0         0          0          0              0   \n",
              "31651      0        0         0          0          0              0   \n",
              "31652      0        0         0          0          0              0   \n",
              "\n",
              "       recessions  recidivism  recipes  recitals  recitations  reclamation  \\\n",
              "0               0           0        0         0            0            0   \n",
              "1               0           0        0         0            0            0   \n",
              "2               0           0        0         0            0            0   \n",
              "3               0           0        0         0            0            0   \n",
              "4               0           0        0         0            0            0   \n",
              "...           ...         ...      ...       ...          ...          ...   \n",
              "31648           0           0        0         0            0            0   \n",
              "31649           0           0        0         0            0            0   \n",
              "31650           0           0        0         0            0            0   \n",
              "31651           0           0        0         0            0            0   \n",
              "31652           0           0        0         0            0            0   \n",
              "\n",
              "       recluce  recluses  recognition  recollection  reconciliation  \\\n",
              "0            0         0            0             0               0   \n",
              "1            0         0            0             0               0   \n",
              "2            0         0            0             0               0   \n",
              "3            0         0            0             0               0   \n",
              "4            0         0            0             0               0   \n",
              "...        ...       ...          ...           ...             ...   \n",
              "31648        0         0            0             0               0   \n",
              "31649        0         0            0             0               0   \n",
              "31650        0         0            0             0               0   \n",
              "31651        0         0            0             0               0   \n",
              "31652        0         0            0             0               0   \n",
              "\n",
              "       reconnaissance  reconstruction  record  recorded  recorder  recording  \\\n",
              "0                   0               0       0         0         0          0   \n",
              "1                   0               0       0         0         0          0   \n",
              "2                   0               0       0         0         0          0   \n",
              "3                   0               0       0         0         0          0   \n",
              "4                   0               0       0         0         0          0   \n",
              "...               ...             ...     ...       ...       ...        ...   \n",
              "31648               0               0       0         0         0          0   \n",
              "31649               0               0       0         0         0          0   \n",
              "31650               0               0       0         0         0          0   \n",
              "31651               0               0       0         0         0          0   \n",
              "31652               0               0       0         0         0          0   \n",
              "\n",
              "       recordings  records  recovered  recovering  recreation  recreational  \\\n",
              "0               0        0          0           0           0             0   \n",
              "1               0        0          0           0           0             0   \n",
              "2               0        0          0           0           0             0   \n",
              "3               0        0          0           0           0             0   \n",
              "4               0        0          0           0           0             0   \n",
              "...           ...      ...        ...         ...         ...           ...   \n",
              "31648           0        0          0           0           0             0   \n",
              "31649           0        0          0           0           0             0   \n",
              "31650           1        0          0           0           0             0   \n",
              "31651           0        0          0           0           0             0   \n",
              "31652           0        0          0           0           0             0   \n",
              "\n",
              "       recreations  recruiting  rectum  recycled  recycling  red  \\\n",
              "0                0           0       0         0          0    0   \n",
              "1                0           0       0         0          0    0   \n",
              "2                0           0       0         0          0    0   \n",
              "3                0           0       0         0          0    0   \n",
              "4                0           0       0         0          0    0   \n",
              "...            ...         ...     ...       ...        ...  ...   \n",
              "31648            0           0       0         0          0    0   \n",
              "31649            0           0       0         0          0    0   \n",
              "31650            0           0       0         0          0    0   \n",
              "31651            0           0       0         0          0    0   \n",
              "31652            0           0       0         0          0    0   \n",
              "\n",
              "       redevelopment  redmond  reducing  redwall  reed  reef  reefs  \\\n",
              "0                  0        0         0        0     0     0      0   \n",
              "1                  0        0         0        0     0     0      0   \n",
              "2                  0        0         0        0     0     0      0   \n",
              "3                  0        0         0        0     0     0      0   \n",
              "4                  0        0         0        0     0     0      0   \n",
              "...              ...      ...       ...      ...   ...   ...    ...   \n",
              "31648              0        0         0        0     0     0      0   \n",
              "31649              0        0         0        0     0     0      0   \n",
              "31650              0        0         0        0     0     0      0   \n",
              "31651              0        0         0        0     0     0      0   \n",
              "31652              0        0         0        0     0     0      0   \n",
              "\n",
              "       reenactments  reese  reeve  reference  referrals  refined  reflection  \\\n",
              "0                 0      0      0          0          0        0           0   \n",
              "1                 0      0      0          0          0        0           0   \n",
              "2                 0      0      0          0          0        0           0   \n",
              "3                 0      0      0          0          0        0           0   \n",
              "4                 0      0      0          0          0        0           0   \n",
              "...             ...    ...    ...        ...        ...      ...         ...   \n",
              "31648             0      0      0          0          0        0           0   \n",
              "31649             0      0      0          0          0        0           0   \n",
              "31650             0      0      0          0          0        0           0   \n",
              "31651             0      0      0          0          0        0           0   \n",
              "31652             0      0      0          0          0        0           0   \n",
              "\n",
              "       reflections  reflexology  reflexotherapy  reflux  reforestation  \\\n",
              "0                0            0               0       0              0   \n",
              "1                0            0               0       0              0   \n",
              "2                0            0               0       0              0   \n",
              "3                0            0               0       0              0   \n",
              "4                0            0               0       0              0   \n",
              "...            ...          ...             ...     ...            ...   \n",
              "31648            0            0               0       0              0   \n",
              "31649            0            0               0       0              0   \n",
              "31650            0            0               0       0              0   \n",
              "31651            0            0               0       0              0   \n",
              "31652            0            0               0       0              0   \n",
              "\n",
              "       reform  reformation  reformed  reformers  refraction  refrigerating  \\\n",
              "0           0            0         0          0           0              0   \n",
              "1           0            0         0          0           0              0   \n",
              "2           0            0         0          0           0              0   \n",
              "3           0            0         0          0           0              0   \n",
              "4           0            0         0          0           0              0   \n",
              "...       ...          ...       ...        ...         ...            ...   \n",
              "31648       0            0         0          0           0              0   \n",
              "31649       0            0         0          0           0              0   \n",
              "31650       0            0         0          0           0              0   \n",
              "31651       0            0         0          0           0              0   \n",
              "31652       0            0         0          0           0              0   \n",
              "\n",
              "       refrigeration  refugee  refugees  refuse  regan  regency  regeneration  \\\n",
              "0                  0        0         0       0      0        0             0   \n",
              "1                  0        0         0       0      0        0             0   \n",
              "2                  0        0         0       0      0        0             0   \n",
              "3                  0        0         0       0      0        0             0   \n",
              "4                  0        0         0       0      0        0             0   \n",
              "...              ...      ...       ...     ...    ...      ...           ...   \n",
              "31648              0        0         0       0      0        0             0   \n",
              "31649              0        0         0       0      0        0             0   \n",
              "31650              0        0         0       0      0        0             0   \n",
              "31651              0        0         0       0      0        0             0   \n",
              "31652              0        0         0       0      0        0             0   \n",
              "\n",
              "       reggae  regiment  regimental  regina  region  regional  regions  \\\n",
              "0           0         0           0       0       0         0        0   \n",
              "1           0         0           0       0       0         0        0   \n",
              "2           0         0           0       0       0         0        0   \n",
              "3           0         0           0       0       0         0        0   \n",
              "4           0         0           0       0       0         0        0   \n",
              "...       ...       ...         ...     ...     ...       ...      ...   \n",
              "31648       0         0           0       0       0         0        0   \n",
              "31649       0         0           0       0       0         0        0   \n",
              "31650       0         0           0       0       0         0        0   \n",
              "31651       0         0           0       0       0         0        0   \n",
              "31652       0         0           0       0       0         0        0   \n",
              "\n",
              "       regression  regret  regulation  regulations  rehabilitation  reichl  \\\n",
              "0               0       0           0            0               0       0   \n",
              "1               0       0           0            0               0       0   \n",
              "2               0       0           0            0               0       0   \n",
              "3               0       0           0            0               0       0   \n",
              "4               0       0           0            0               0       0   \n",
              "...           ...     ...         ...          ...             ...     ...   \n",
              "31648           0       0           0            0               0       0   \n",
              "31649           0       0           0            0               0       0   \n",
              "31650           0       0           0            0               0       0   \n",
              "31651           0       0           0            0               0       0   \n",
              "31652           0       0           0            0               0       0   \n",
              "\n",
              "       reid  reign  reiki  reilly  reincarnation  reindeer  reinhold  \\\n",
              "0         0      0      0       0              0         0         0   \n",
              "1         0      0      0       0              0         0         0   \n",
              "2         0      0      0       0              0         0         0   \n",
              "3         0      0      0       0              0         0         0   \n",
              "4         0      0      0       0              0         0         0   \n",
              "...     ...    ...    ...     ...            ...       ...       ...   \n",
              "31648     0      0      0       0              0         0         0   \n",
              "31649     0      0      0       0              0         0         0   \n",
              "31650     0      0      0       0              0         0         0   \n",
              "31651     0      0      0       0              0         0         0   \n",
              "31652     0      0      0       0              0         0         0   \n",
              "\n",
              "       reintroduction  reiss  reiter  reitschule  rejection  relapse  \\\n",
              "0                   0      0       0           0          0        0   \n",
              "1                   0      0       0           0          0        0   \n",
              "2                   0      0       0           0          0        0   \n",
              "3                   0      0       0           0          0        0   \n",
              "4                   0      0       0           0          0        0   \n",
              "...               ...    ...     ...         ...        ...      ...   \n",
              "31648               0      0       0           0          0        0   \n",
              "31649               0      0       0           0          0        0   \n",
              "31650               0      0       0           0          0        0   \n",
              "31651               0      0       0           0          0        0   \n",
              "31652               0      0       0           0          0        0   \n",
              "\n",
              "       relational  relationism  relations  relationship  relationships  \\\n",
              "0               0            0          0             0              0   \n",
              "1               0            0          0             0              0   \n",
              "2               0            0          0             0              0   \n",
              "3               0            0          0             0              0   \n",
              "4               0            0          0             0              0   \n",
              "...           ...          ...        ...           ...            ...   \n",
              "31648           0            0          0             0              0   \n",
              "31649           0            0          0             0              0   \n",
              "31650           0            0          0             0              0   \n",
              "31651           0            0          0             0              0   \n",
              "31652           0            0          0             0              0   \n",
              "\n",
              "       relativity  relaxation  relay  reliance  relics  relief  religion  \\\n",
              "0               0           0      0         0       0       0         0   \n",
              "1               0           0      0         0       0       0         0   \n",
              "2               0           0      0         0       0       0         0   \n",
              "3               0           0      0         0       0       0         0   \n",
              "4               0           0      0         0       0       0         0   \n",
              "...           ...         ...    ...       ...     ...     ...       ...   \n",
              "31648           0           0      0         0       0       0         0   \n",
              "31649           0           0      0         0       0       0         0   \n",
              "31650           0           0      0         0       0       0         0   \n",
              "31651           0           0      0         0       0       0         0   \n",
              "31652           0           0      0         0       0       0         0   \n",
              "\n",
              "       religions  religiosos  religious  relocation  remaking  remarriage  \\\n",
              "0              0           0          0           0         0           0   \n",
              "1              0           0          0           0         0           0   \n",
              "2              0           0          0           0         0           0   \n",
              "3              0           0          0           0         0           0   \n",
              "4              0           0          0           0         0           0   \n",
              "...          ...         ...        ...         ...       ...         ...   \n",
              "31648          0           0          0           0         0           0   \n",
              "31649          0           0          0           0         0           0   \n",
              "31650          0           0          0           0         0           0   \n",
              "31651          0           0          0           0         0           0   \n",
              "31652          0           0          0           0         0           0   \n",
              "\n",
              "       remarried  rembrandt  remedial  remediation  remen  reminiscing  \\\n",
              "0              0          0         0            0      0            0   \n",
              "1              0          0         0            0      0            0   \n",
              "2              0          0         0            0      0            0   \n",
              "3              0          0         0            0      0            0   \n",
              "4              0          0         0            0      0            0   \n",
              "...          ...        ...       ...          ...    ...          ...   \n",
              "31648          0          0         0            0      0            0   \n",
              "31649          0          0         0            0      0            0   \n",
              "31650          0          0         0            0      0            0   \n",
              "31651          0          0         0            0      0            0   \n",
              "31652          0          0         0            0      0            0   \n",
              "\n",
              "       remixes  remodeling  remote  ren  renaissance  renan  renata  reneo  \\\n",
              "0            0           0       0    0            0      0       0      0   \n",
              "1            0           0       0    0            0      0       0      0   \n",
              "2            0           0       0    0            0      0       0      0   \n",
              "3            0           0       0    0            0      0       0      0   \n",
              "4            0           0       0    0            0      0       0      0   \n",
              "...        ...         ...     ...  ...          ...    ...     ...    ...   \n",
              "31648        0           0       0    0            0      0       0      0   \n",
              "31649        0           0       0    0            0      0       0      0   \n",
              "31650        0           0       0    0            0      0       0      0   \n",
              "31651        0           0       0    0            0      0       0      0   \n",
              "31652        0           0       0    0            0      0       0      0   \n",
              "\n",
              "       renewable  renewal  renion  renjie  renko  renner  reno  renoir  renr  \\\n",
              "0              0        0       0       0      0       0     0       0     0   \n",
              "1              0        0       0       0      0       0     0       0     0   \n",
              "2              0        0       0       0      0       0     0       0     0   \n",
              "3              0        0       0       0      0       0     0       0     0   \n",
              "4              0        0       0       0      0       0     0       0     0   \n",
              "...          ...      ...     ...     ...    ...     ...   ...     ...   ...   \n",
              "31648          0        0       0       0      0       0     0       0     0   \n",
              "31649          0        0       0       0      0       0     0       0     0   \n",
              "31650          0        0       0       0      0       0     0       0     0   \n",
              "31651          0        0       0       0      0       0     0       0     0   \n",
              "31652          0        0       0       0      0       0     0       0     0   \n",
              "\n",
              "       rental  reorganization  reorganizations  repair  repairing  \\\n",
              "0           0               0                0       0          0   \n",
              "1           0               0                0       0          0   \n",
              "2           0               0                0       0          0   \n",
              "3           0               0                0       0          0   \n",
              "4           0               0                0       0          0   \n",
              "...       ...             ...              ...     ...        ...   \n",
              "31648       0               0                0       0          0   \n",
              "31649       0               0                0       0          0   \n",
              "31650       0               0                0       0          0   \n",
              "31651       0               0                0       0          0   \n",
              "31652       0               0                0       0          0   \n",
              "\n",
              "       reparations  repatriation  repetitive  report  reportage  reporters  \\\n",
              "0                0             0           0       0          0          0   \n",
              "1                0             0           0       0          0          0   \n",
              "2                0             0           0       0          0          0   \n",
              "3                0             0           0       0          0          0   \n",
              "4                0             0           0       0          0          0   \n",
              "...            ...           ...         ...     ...        ...        ...   \n",
              "31648            0             0           0       0          0          0   \n",
              "31649            0             0           0       0          0          0   \n",
              "31650            0             0           0       0          0          0   \n",
              "31651            0             0           0       0          0          0   \n",
              "31652            0             0           0       0          0          0   \n",
              "\n",
              "       reporting  representation  representative  repression  reprocessing  \\\n",
              "0              0               0               0           0             0   \n",
              "1              0               0               0           0             0   \n",
              "2              0               0               0           0             0   \n",
              "3              0               0               0           0             0   \n",
              "4              0               0               0           0             0   \n",
              "...          ...             ...             ...         ...           ...   \n",
              "31648          0               0               0           0             0   \n",
              "31649          0               0               0           0             0   \n",
              "31650          0               0               0           0             0   \n",
              "31651          0               0               0           0             0   \n",
              "31652          0               0               0           0             0   \n",
              "\n",
              "       reproducing  reproduction  reproductive  reptiles  republic  \\\n",
              "0                0             0             0         0         0   \n",
              "1                0             0             0         0         0   \n",
              "2                0             0             0         0         0   \n",
              "3                0             0             0         0         0   \n",
              "4                0             0             0         0         0   \n",
              "...            ...           ...           ...       ...       ...   \n",
              "31648            0             0             0         0         0   \n",
              "31649            0             0             0         0         0   \n",
              "31650            0             0             0         0         0   \n",
              "31651            0             0             0         0         0   \n",
              "31652            0             0             0         0         0   \n",
              "\n",
              "       republican  republics  requiems  required  requirements  rescue  \\\n",
              "0               0          0         0         0             0       0   \n",
              "1               0          0         0         0             0       0   \n",
              "2               0          0         0         0             0       0   \n",
              "3               0          0         0         0             0       0   \n",
              "4               0          0         0         0             0       0   \n",
              "...           ...        ...       ...       ...           ...     ...   \n",
              "31648           0          0         0         0             0       0   \n",
              "31649           0          0         0         0             0       0   \n",
              "31650           0          0         0         0             0       0   \n",
              "31651           0          0         0         0             0       0   \n",
              "31652           0          0         0         0             0       0   \n",
              "\n",
              "       rescues  research  reservation  reservations  reserve  \\\n",
              "0            0         0            0             0        0   \n",
              "1            0         0            0             0        0   \n",
              "2            0         0            0             0        0   \n",
              "3            0         0            0             0        0   \n",
              "4            0         0            0             0        0   \n",
              "...        ...       ...          ...           ...      ...   \n",
              "31648        0         0            0             0        0   \n",
              "31649        0         0            0             0        0   \n",
              "31650        0         0            0             0        0   \n",
              "31651        0         0            0             0        0   \n",
              "31652        0         0            0             0        0   \n",
              "\n",
              "       reservepolizeibataillon  reserves  reservoir  reservoirs  residence  \\\n",
              "0                            0         0          0           0          0   \n",
              "1                            0         0          0           0          0   \n",
              "2                            0         0          0           0          0   \n",
              "3                            0         0          0           0          0   \n",
              "4                            0         0          0           0          0   \n",
              "...                        ...       ...        ...         ...        ...   \n",
              "31648                        0         0          0           0          0   \n",
              "31649                        0         0          0           0          0   \n",
              "31650                        0         0          0           0          0   \n",
              "31651                        0         0          0           0          0   \n",
              "31652                        0         0          0           0          0   \n",
              "\n",
              "       residency  resident  residential  residents  resilience  resistance  \\\n",
              "0              0         0            0          0           0           0   \n",
              "1              0         0            0          0           0           0   \n",
              "2              0         0            0          0           0           0   \n",
              "3              0         0            0          0           0           0   \n",
              "4              0         0            0          0           0           0   \n",
              "...          ...       ...          ...        ...         ...         ...   \n",
              "31648          0         0            0          0           0           0   \n",
              "31649          0         0            0          0           0           0   \n",
              "31650          0         0            0          0           0           0   \n",
              "31651          0         0            0          0           0           0   \n",
              "31652          0         0            0          0           0           0   \n",
              "\n",
              "       resistant  resisters  resnick  resolution  resort  resorts  resource  \\\n",
              "0              0          0        0           0       0        0         0   \n",
              "1              0          0        0           0       0        0         0   \n",
              "2              0          0        0           0       0        0         0   \n",
              "3              0          0        0           0       0        0         0   \n",
              "4              0          0        0           0       0        0         0   \n",
              "...          ...        ...      ...         ...     ...      ...       ...   \n",
              "31648          0          0        0           0       0        0         0   \n",
              "31649          0          0        0           0       0        0         0   \n",
              "31650          0          0        0           0       0        0         0   \n",
              "31651          0          0        0           0       0        0         0   \n",
              "31652          0          0        0           0       0        0         0   \n",
              "\n",
              "       resourcefulness  resources  respect  respiration  respiratory  respite  \\\n",
              "0                    0          0        0            0            0        0   \n",
              "1                    0          0        0            0            0        0   \n",
              "2                    0          0        0            0            0        0   \n",
              "3                    0          0        0            0            0        0   \n",
              "4                    0          0        0            0            0        0   \n",
              "...                ...        ...      ...          ...          ...      ...   \n",
              "31648                0          0        0            0            0        0   \n",
              "31649                0          0        0            0            0        0   \n",
              "31650                0          0        0            0            0        0   \n",
              "31651                0          0        0            0            0        0   \n",
              "31652                0          0        0            0            0        0   \n",
              "\n",
              "       responsibility  restaurant  restaurants  restaurateurs  restoration  \\\n",
              "0                   0           0            0              0            0   \n",
              "1                   0           0            0              0            0   \n",
              "2                   0           0            0              0            0   \n",
              "3                   0           0            0              0            0   \n",
              "4                   0           0            0              0            0   \n",
              "...               ...         ...          ...            ...          ...   \n",
              "31648               0           0            0              0            0   \n",
              "31649               0           0            0              0            0   \n",
              "31650               0           0            0              0            0   \n",
              "31651               0           0            0              0            0   \n",
              "31652               0           0            0              0            0   \n",
              "\n",
              "       restorative  restorers  restrooms  resurrection  retail  retaining  \\\n",
              "0                0          0          0             0       0          0   \n",
              "1                0          0          0             0       0          0   \n",
              "2                0          0          0             0       0          0   \n",
              "3                0          0          0             0       0          0   \n",
              "4                0          0          0             0       0          0   \n",
              "...            ...        ...        ...           ...     ...        ...   \n",
              "31648            0          0          0             0       0          0   \n",
              "31649            0          0          0             0       0          0   \n",
              "31650            0          0          0             0       0          0   \n",
              "31651            0          0          0             0       0          0   \n",
              "31652            0          0          0             0       0          0   \n",
              "\n",
              "       retired  retirees  retirement  retreats  retribution  retrieval  \\\n",
              "0            0         0           0         0            0          0   \n",
              "1            0         0           0         0            0          0   \n",
              "2            0         0           0         0            0          0   \n",
              "3            0         0           0         0            0          0   \n",
              "4            0         0           0         0            0          0   \n",
              "...        ...       ...         ...       ...          ...        ...   \n",
              "31648        0         0           0         0            0          0   \n",
              "31649        0         0           0         0            0          0   \n",
              "31650        0         0           0         0            0          0   \n",
              "31651        0         0           0         0            0          0   \n",
              "31652        0         0           0         0            0          0   \n",
              "\n",
              "       retriever  retrievers  return  returned  returns  reuel  reunification  \\\n",
              "0              0           0       0         0        0      0              0   \n",
              "1              0           0       0         0        0      0              0   \n",
              "2              0           0       0         0        0      0              0   \n",
              "3              0           0       0         0        0      0              0   \n",
              "4              0           0       0         0        0      0              0   \n",
              "...          ...         ...     ...       ...      ...    ...            ...   \n",
              "31648          0           0       0         0        0      0              0   \n",
              "31649          0           0       0         0        0      0              0   \n",
              "31650          0           0       0         0        0      0              0   \n",
              "31651          0           0       0         0        0      0              0   \n",
              "31652          0           0       0         0        0      0              0   \n",
              "\n",
              "       reunions  reusability  revelation  revelations  revenge  revenue  \\\n",
              "0             0            0           0            0        0        0   \n",
              "1             0            0           0            0        0        0   \n",
              "2             0            0           0            0        0        0   \n",
              "3             0            0           0            0        0        0   \n",
              "4             0            0           0            0        0        0   \n",
              "...         ...          ...         ...          ...      ...      ...   \n",
              "31648         0            0           0            0        0        0   \n",
              "31649         0            0           0            0        0        0   \n",
              "31650         0            0           0            0        0        0   \n",
              "31651         0            0           0            0        0        0   \n",
              "31652         0            0           0            0        0        0   \n",
              "\n",
              "       revere  reversals  reviews  revill  revival  revolution  \\\n",
              "0           0          0        0       0        0           0   \n",
              "1           0          0        0       0        0           0   \n",
              "2           0          0        0       0        0           0   \n",
              "3           0          0        0       0        0           0   \n",
              "4           0          0        0       0        0           0   \n",
              "...       ...        ...      ...     ...      ...         ...   \n",
              "31648       0          0        0       0        0           0   \n",
              "31649       0          0        0       0        0           0   \n",
              "31650       0          0        0       0        0           0   \n",
              "31651       0          0        0       0        0           0   \n",
              "31652       0          0        0       0        0           0   \n",
              "\n",
              "       revolutionaries  revolutionary  revolutionibus  revolutions  revue  \\\n",
              "0                    0              0               0            0      0   \n",
              "1                    0              0               0            0      0   \n",
              "2                    0              0               0            0      0   \n",
              "3                    0              0               0            0      0   \n",
              "4                    0              0               0            0      0   \n",
              "...                ...            ...             ...          ...    ...   \n",
              "31648                0              0               0            0      0   \n",
              "31649                0              0               0            0      0   \n",
              "31650                0              0               0            0      0   \n",
              "31651                0              0               0            0      0   \n",
              "31652                0              0               0            0      0   \n",
              "\n",
              "       revues  rex  reynard  reza  rgya  rhetoric  rheumatoid  rhinoceros  \\\n",
              "0           0    0        0     0     0         0           0           0   \n",
              "1           0    0        0     0     0         0           0           0   \n",
              "2           0    0        0     0     0         0           0           0   \n",
              "3           0    0        0     0     0         0           0           0   \n",
              "4           0    0        0     0     0         0           0           0   \n",
              "...       ...  ...      ...   ...   ...       ...         ...         ...   \n",
              "31648       0    0        0     0     0         0           0           0   \n",
              "31649       0    0        0     0     0         0           0           0   \n",
              "31650       0    0        0     0     0         0           0           0   \n",
              "31651       0    0        0     0     0         0           0           0   \n",
              "31652       0    0        0     0     0         0           0           0   \n",
              "\n",
              "       rhinoceroses  rhoda  rhode  rhodenbarr  rhodes  rhododendrons  rhyme  \\\n",
              "0                 0      0      0           0       0              0      0   \n",
              "1                 0      0      0           0       0              0      0   \n",
              "2                 0      0      0           0       0              0      0   \n",
              "3                 0      0      0           0       0              0      0   \n",
              "4                 0      0      0           0       0              0      0   \n",
              "...             ...    ...    ...         ...     ...            ...    ...   \n",
              "31648             0      0      0           0       0              0      0   \n",
              "31649             0      0      0           0       0              0      0   \n",
              "31650             0      0      0           0       0              0      0   \n",
              "31651             0      0      0           0       0              0      0   \n",
              "31652             0      0      0           0       0              0      0   \n",
              "\n",
              "       rhymes  rhyming  rhythm  rhythms  ribbon  ric  rica  rican  ricans  \\\n",
              "0           0        0       0        0       0    0     0      0       0   \n",
              "1           0        0       0        0       0    0     0      0       0   \n",
              "2           0        0       0        0       0    0     0      0       0   \n",
              "3           0        0       0        0       0    0     0      0       0   \n",
              "4           0        0       0        0       0    0     0      0       0   \n",
              "...       ...      ...     ...      ...     ...  ...   ...    ...     ...   \n",
              "31648       0        0       0        0       0    0     0      0       0   \n",
              "31649       0        0       0        0       0    0     0      0       0   \n",
              "31650       0        0       0        0       0    0     0      0       0   \n",
              "31651       0        0       0        0       0    0     0      0       0   \n",
              "31652       0        0       0        0       0    0     0      0       0   \n",
              "\n",
              "       rice  rich  richard  richie  richmond  richter  rick  ricketts  rico  \\\n",
              "0         0     0        0       0         0        0     0         0     0   \n",
              "1         0     0        0       0         0        0     0         0     0   \n",
              "2         0     0        0       0         0        0     0         0     0   \n",
              "3         0     0        0       0         0        0     0         0     0   \n",
              "4         0     0        0       0         0        0     0         0     0   \n",
              "...     ...   ...      ...     ...       ...      ...   ...       ...   ...   \n",
              "31648     0     0        0       0         0        0     0         0     0   \n",
              "31649     0     0        0       0         0        0     0         0     0   \n",
              "31650     0     0        0       0         0        0     0         0     0   \n",
              "31651     0     0        0       0         0        0     0         0     0   \n",
              "31652     0     0        0       0         0        0     0         0     0   \n",
              "\n",
              "       riddles  ride  rider  riders  ridge  ridgway  ridiculous  riding  \\\n",
              "0            0     0      0       0      0        0           0       0   \n",
              "1            0     0      0       0      0        0           0       0   \n",
              "2            0     0      0       0      0        0           0       0   \n",
              "3            0     0      0       0      0        0           0       0   \n",
              "4            0     0      0       0      0        0           0       0   \n",
              "...        ...   ...    ...     ...    ...      ...         ...     ...   \n",
              "31648        0     0      0       0      0        0           0       0   \n",
              "31649        0     0      0       0      0        0           0       0   \n",
              "31650        0     0      0       0      0        0           0       0   \n",
              "31651        0     0      0       0      0        0           0       0   \n",
              "31652        0     0      0       0      0        0           0       0   \n",
              "\n",
              "       riefenstahl  rifts  right  righteous  rights  rijn  riker  rilke  \\\n",
              "0                0      0      0          0       0     0      0      0   \n",
              "1                0      0      0          0       0     0      0      0   \n",
              "2                0      0      0          0       0     0      0      0   \n",
              "3                0      0      0          0       0     0      0      0   \n",
              "4                0      0      0          0       0     0      0      0   \n",
              "...            ...    ...    ...        ...     ...   ...    ...    ...   \n",
              "31648            0      0      0          0       0     0      0      0   \n",
              "31649            0      0      0          0       0     0      0      0   \n",
              "31650            0      0      0          0       0     0      0      0   \n",
              "31651            0      0      0          0       0     0      0      0   \n",
              "31652            0      0      0          0       0     0      0      0   \n",
              "\n",
              "       rimbaud  rimes  rina  ring  rings  ringworld  rinks  rinpochey  \\\n",
              "0            0      0     0     0      0          0      0          0   \n",
              "1            0      0     0     0      0          0      0          0   \n",
              "2            0      0     0     0      0          0      0          0   \n",
              "3            0      0     0     0      0          0      0          0   \n",
              "4            0      0     0     0      0          0      0          0   \n",
              "...        ...    ...   ...   ...    ...        ...    ...        ...   \n",
              "31648        0      0     0     0      0          0      0          0   \n",
              "31649        0      0     0     0      0          0      0          0   \n",
              "31650        0      0     0     0      0          0      0          0   \n",
              "31651        0      0     0     0      0          0      0          0   \n",
              "31652        0      0     0     0      0          0      0          0   \n",
              "\n",
              "       rinuccini  rio  riordan  rios  riot  riots  ripley  rips  rising  risk  \\\n",
              "0              0    0        0     0     0      0       0     0       0     0   \n",
              "1              0    0        0     0     0      0       0     0       0     0   \n",
              "2              0    0        0     0     0      0       0     0       0     0   \n",
              "3              0    0        0     0     0      0       0     0       0     0   \n",
              "4              0    0        0     0     0      0       0     0       0     0   \n",
              "...          ...  ...      ...   ...   ...    ...     ...   ...     ...   ...   \n",
              "31648          0    0        0     0     0      0       0     0       0     0   \n",
              "31649          0    0        0     0     0      0       0     0       0     0   \n",
              "31650          0    0        0     0     0      0       0     0       0     0   \n",
              "31651          0    0        0     0     0      0       0     0       0     0   \n",
              "31652          0    0        0     0     0      0       0     0       0     0   \n",
              "\n",
              "       risyodor  rita  ritchie  rite  rites  ritual  rivalry  rivas  river  \\\n",
              "0             0     0        0     0      0       0        0      0      0   \n",
              "1             0     0        0     0      0       0        0      0      0   \n",
              "2             0     0        0     0      0       0        0      0      0   \n",
              "3             0     0        0     0      0       0        0      0      0   \n",
              "4             0     0        0     0      0       0        0      0      0   \n",
              "...         ...   ...      ...   ...    ...     ...      ...    ...    ...   \n",
              "31648         0     0        0     0      0       0        0      0      0   \n",
              "31649         0     0        0     0      0       0        0      0      0   \n",
              "31650         0     0        0     0      0       0        0      0      0   \n",
              "31651         0     0        0     0      0       0        0      0      0   \n",
              "31652         0     0        0     0      0       0        0      0      0   \n",
              "\n",
              "       rivera  rivers  riviera  rmployment  rnternet  road  roads  roald  \\\n",
              "0           0       0        0           0         0     0      0      0   \n",
              "1           0       0        0           0         0     0      0      0   \n",
              "2           0       0        0           0         0     0      0      0   \n",
              "3           0       0        0           0         0     0      0      0   \n",
              "4           0       0        0           0         0     0      0      0   \n",
              "...       ...     ...      ...         ...       ...   ...    ...    ...   \n",
              "31648       0       0        0           0         0     0      0      0   \n",
              "31649       0       0        0           0         0     0      0      0   \n",
              "31650       0       0        0           0         0     0      0      0   \n",
              "31651       0       0        0           0         0     0      0      0   \n",
              "31652       0       0        0           0         0     0      0      0   \n",
              "\n",
              "       roasting  rob  robberies  robbers  robbery  robert  roberts  robertson  \\\n",
              "0             0    0          0        0        0       0        0          0   \n",
              "1             0    0          0        0        0       0        0          0   \n",
              "2             0    0          0        0        0       0        0          0   \n",
              "3             0    0          0        0        0       0        0          0   \n",
              "4             0    0          0        0        0       0        0          0   \n",
              "...         ...  ...        ...      ...      ...     ...      ...        ...   \n",
              "31648         0    0          0        0        0       0        0          0   \n",
              "31649         0    0          0        0        0       0        0          0   \n",
              "31650         0    0          0        0        0       0        0          0   \n",
              "31651         0    0          0        0        0       0        0          0   \n",
              "31652         0    0          0        0        0       0        0          0   \n",
              "\n",
              "       robespierre  robicheaux  robideaux  robin  robinson  robinsonades  \\\n",
              "0                0           0          0      0         0             0   \n",
              "1                0           0          0      0         0             0   \n",
              "2                0           0          0      0         0             0   \n",
              "3                0           0          0      0         0             0   \n",
              "4                0           0          0      0         0             0   \n",
              "...            ...         ...        ...    ...       ...           ...   \n",
              "31648            0           0          0      0         0             0   \n",
              "31649            0           0          0      0         0             0   \n",
              "31650            0           0          0      0         0             0   \n",
              "31651            0           0          0      0         0             0   \n",
              "31652            0           0          0      0         0             0   \n",
              "\n",
              "       robotics  robots  robsart  rochefort  rochester  rock  rockabilly  \\\n",
              "0             0       0        0          0          0     0           0   \n",
              "1             0       0        0          0          0     0           0   \n",
              "2             0       0        0          0          0     0           0   \n",
              "3             0       0        0          0          0     0           0   \n",
              "4             0       0        0          0          0     0           0   \n",
              "...         ...     ...      ...        ...        ...   ...         ...   \n",
              "31648         0       0        0          0          0     0           0   \n",
              "31649         0       0        0          0          0     0           0   \n",
              "31650         0       0        0          0          0     0           0   \n",
              "31651         0       0        0          0          0     0           0   \n",
              "31652         0       0        0          0          0     0           0   \n",
              "\n",
              "       rocket  rocketry  rockets  rockies  rockland  rocks  rocky  rodeo  \\\n",
              "0           0         0        0        0         0      0      0      0   \n",
              "1           0         0        0        0         0      0      0      0   \n",
              "2           0         0        0        0         0      0      0      0   \n",
              "3           0         0        0        0         0      0      0      0   \n",
              "4           0         0        0        0         0      0      0      0   \n",
              "...       ...       ...      ...      ...       ...    ...    ...    ...   \n",
              "31648       0         0        0        0         0      0      0      0   \n",
              "31649       0         0        0        0         0      0      0      0   \n",
              "31650       0         0        0        0         0      0      0      0   \n",
              "31651       0         0        0        0         0      0      0      0   \n",
              "31652       0         0        0        0         0      0      0      0   \n",
              "\n",
              "       rodeos  roderick  rodham  rodin  rodney  rodolfo  rodriguez  roe  \\\n",
              "0           0         0       0      0       0        0          0    0   \n",
              "1           0         0       0      0       0        0          0    0   \n",
              "2           0         0       0      0       0        0          0    0   \n",
              "3           0         0       0      0       0        0          0    0   \n",
              "4           0         0       0      0       0        0          0    0   \n",
              "...       ...       ...     ...    ...     ...      ...        ...  ...   \n",
              "31648       0         0       0      0       0        0          0    0   \n",
              "31649       0         0       0      0       0        0          0    0   \n",
              "31650       0         0       0      0       0        0          0    0   \n",
              "31651       0         0       0      0       0        0          0    0   \n",
              "31652       0         0       0      0       0        0          0    0   \n",
              "\n",
              "       roger  rogers  rohe  roland  role  rolfe  roll  roller  rolling  \\\n",
              "0          0       0     0       0     0      0     0       0        0   \n",
              "1          0       0     0       0     0      0     0       0        0   \n",
              "2          0       0     0       0     0      0     0       0        0   \n",
              "3          0       0     0       0     0      0     0       0        0   \n",
              "4          0       0     0       0     0      0     0       0        0   \n",
              "...      ...     ...   ...     ...   ...    ...   ...     ...      ...   \n",
              "31648      0       0     0       0     0      0     0       0        0   \n",
              "31649      0       0     0       0     0      0     0       0        0   \n",
              "31650      0       0     0       0     0      0     0       0        0   \n",
              "31651      0       0     0       0     0      0     0       0        0   \n",
              "31652      0       0     0       0     0      0     0       0        0   \n",
              "\n",
              "       romagna  roman  romana  romance  romances  romani  romania  romanian  \\\n",
              "0            0      0       0        0         0       0        0         0   \n",
              "1            0      0       0        0         0       0        0         0   \n",
              "2            0      0       0        0         0       0        0         0   \n",
              "3            0      0       0        0         0       0        0         0   \n",
              "4            0      0       0        0         0       0        0         0   \n",
              "...        ...    ...     ...      ...       ...     ...      ...       ...   \n",
              "31648        0      0       0        0         0       0        0         0   \n",
              "31649        0      0       0        0         0       0        0         0   \n",
              "31650        0      0       0        0         0       0        0         0   \n",
              "31651        0      0       0        0         0       0        0         0   \n",
              "31652        0      0       0        0         0       0        0         0   \n",
              "\n",
              "       romanies  romanov  romans  romantic  romanticism  romare  rome  romeo  \\\n",
              "0             0        0       0         0            0       0     0      0   \n",
              "1             0        0       0         0            0       0     0      0   \n",
              "2             0        0       0         0            0       0     0      0   \n",
              "3             0        0       0         0            0       0     0      0   \n",
              "4             0        0       0         0            0       0     0      0   \n",
              "...         ...      ...     ...       ...          ...     ...   ...    ...   \n",
              "31648         0        0       0         0            0       0     0      0   \n",
              "31649         0        0       0         0            0       0     0      0   \n",
              "31650         0        0       0         0            0       0     0      0   \n",
              "31651         0        0       0         0            0       0     0      0   \n",
              "31652         0        0       0         0            0       0     0      0   \n",
              "\n",
              "       romero  rommel  roms  romualdez  ronald  rondos  rongji  ronicky  \\\n",
              "0           0       0     0          0       0       0       0        0   \n",
              "1           0       0     0          0       0       0       0        0   \n",
              "2           0       0     0          0       0       0       0        0   \n",
              "3           0       0     0          0       0       0       0        0   \n",
              "4           0       0     0          0       0       0       0        0   \n",
              "...       ...     ...   ...        ...     ...     ...     ...      ...   \n",
              "31648       0       0     0          0       0       0       0        0   \n",
              "31649       0       0     0          0       0       0       0        0   \n",
              "31650       0       0     0          0       0       0       0        0   \n",
              "31651       0       0     0          0       0       0       0        0   \n",
              "31652       0       0     0          0       0       0       0        0   \n",
              "\n",
              "       ronin  ronnie  roo  roofing  roofs  rook  room  roommates  rooms  \\\n",
              "0          0       0    0        0      0     0     0          0      0   \n",
              "1          0       0    0        0      0     0     0          0      0   \n",
              "2          0       0    0        0      0     0     0          0      0   \n",
              "3          0       0    0        0      0     0     0          0      0   \n",
              "4          0       0    0        0      0     0     0          0      0   \n",
              "...      ...     ...  ...      ...    ...   ...   ...        ...    ...   \n",
              "31648      0       0    0        0      0     0     0          0      0   \n",
              "31649      0       0    0        0      0     0     0          0      0   \n",
              "31650      0       0    0        0      0     0     0          0      0   \n",
              "31651      0       0    0        0      0     0     0          0      0   \n",
              "31652      0       0    0        0      0     0     0          0      0   \n",
              "\n",
              "       roosevelt  roosters  root  roots  rope  rosa  rosary  rosato  rosco  \\\n",
              "0              0         0     0      0     0     0       0       0      0   \n",
              "1              0         0     0      0     0     0       0       0      0   \n",
              "2              0         0     0      0     0     0       0       0      0   \n",
              "3              0         0     0      0     0     0       0       0      0   \n",
              "4              0         0     0      0     0     0       0       0      0   \n",
              "...          ...       ...   ...    ...   ...   ...     ...     ...    ...   \n",
              "31648          0         0     0      0     0     0       0       0      0   \n",
              "31649          0         0     0      0     0     0       0       0      0   \n",
              "31650          0         0     0      0     0     0       0       0      0   \n",
              "31651          0         0     0      0     0     0       0       0      0   \n",
              "31652          0         0     0      0     0     0       0       0      0   \n",
              "\n",
              "       rose  rosellini  rosemary  rosenbaum  rosenberg  roseroot  roses  rosh  \\\n",
              "0         0          0         0          0          0         0      0     0   \n",
              "1         0          0         0          0          0         0      0     0   \n",
              "2         0          0         0          0          0         0      0     0   \n",
              "3         0          0         0          0          0         0      0     0   \n",
              "4         0          0         0          0          0         0      0     0   \n",
              "...     ...        ...       ...        ...        ...       ...    ...   ...   \n",
              "31648     0          0         0          0          0         0      0     0   \n",
              "31649     0          0         0          0          0         0      0     0   \n",
              "31650     0          0         0          0          0         0      0     0   \n",
              "31651     0          0         0          0          0         0      0     0   \n",
              "31652     0          0         0          0          0         0      0     0   \n",
              "\n",
              "       rosie  ross  rossant  rostnikov  roswell  rotary  rotation  roth  \\\n",
              "0          0     0        0          0        0       0         0     0   \n",
              "1          0     0        0          0        0       0         0     0   \n",
              "2          0     0        0          0        0       0         0     0   \n",
              "3          0     0        0          0        0       0         0     0   \n",
              "4          0     0        0          0        0       0         0     0   \n",
              "...      ...   ...      ...        ...      ...     ...       ...   ...   \n",
              "31648      0     0        0          0        0       0         0     0   \n",
              "31649      0     0        0          0        0       0         0     0   \n",
              "31650      0     0        0          0        0       0         0     0   \n",
              "31651      0     0        0          0        0       0         0     0   \n",
              "31652      0     0        0          0        0       0         0     0   \n",
              "\n",
              "       rothstein  rouge  roulette  round  rousseau  rove  row  rowan  rowe  \\\n",
              "0              0      0         0      0         0     0    0      0     0   \n",
              "1              0      0         0      0         0     0    0      0     0   \n",
              "2              0      0         0      0         0     0    0      0     0   \n",
              "3              0      0         0      0         0     0    0      0     0   \n",
              "4              0      0         0      0         0     0    0      0     0   \n",
              "...          ...    ...       ...    ...       ...   ...  ...    ...   ...   \n",
              "31648          0      0         0      0         0     0    0      0     0   \n",
              "31649          0      0         0      0         0     0    0      0     0   \n",
              "31650          0      0         0      0         0     0    0      0     0   \n",
              "31651          0      0         0      0         0     0    0      0     0   \n",
              "31652          0      0         0      0         0     0    0      0     0   \n",
              "\n",
              "       rowell  rowing  rowland  rowling  roxbury  roy  royal  royalty  \\\n",
              "0           0       0        0        0        0    0      0        0   \n",
              "1           0       0        0        0        0    0      0        0   \n",
              "2           0       0        0        0        0    0      0        0   \n",
              "3           0       0        0        0        0    0      0        0   \n",
              "4           0       0        0        0        0    0      0        0   \n",
              "...       ...     ...      ...      ...      ...  ...    ...      ...   \n",
              "31648       0       0        0        0        0    0      0        0   \n",
              "31649       0       0        0        0        0    0      0        0   \n",
              "31650       0       0        0        0        0    0      0        0   \n",
              "31651       0       0        0        0        0    0      0        0   \n",
              "31652       0       0        0        0        0    0      0        0   \n",
              "\n",
              "       rpplications  rquez  rs  rttemberg  rubber  rubens  rubin  rublev  \\\n",
              "0                 0      0   0          0       0       0      0       0   \n",
              "1                 0      0   0          0       0       0      0       0   \n",
              "2                 0      0   0          0       0       0      0       0   \n",
              "3                 0      0   0          0       0       0      0       0   \n",
              "4                 0      0   0          0       0       0      0       0   \n",
              "...             ...    ...  ..        ...     ...     ...    ...     ...   \n",
              "31648             0      0   0          0       0       0      0       0   \n",
              "31649             0      0   0          0       0       0      0       0   \n",
              "31650             0      0   0          0       0       0      0       0   \n",
              "31651             0      0   0          0       0       0      0       0   \n",
              "31652             0      0   0          0       0       0      0       0   \n",
              "\n",
              "       ruby  rudin  rudolph  rueul  ruffian  rugby  rugrats  rugs  ruhlman  \\\n",
              "0         0      0        0      0        0      0        0     0        0   \n",
              "1         0      0        0      0        0      0        0     0        0   \n",
              "2         0      0        0      0        0      0        0     0        0   \n",
              "3         0      0        0      0        0      0        0     0        0   \n",
              "4         0      0        0      0        0      0        0     0        0   \n",
              "...     ...    ...      ...    ...      ...    ...      ...   ...      ...   \n",
              "31648     0      0        0      0        0      0        0     0        0   \n",
              "31649     0      0        0      0        0      0        0     0        0   \n",
              "31650     0      0        0      0        0      0        0     0        0   \n",
              "31651     0      0        0      0        0      0        0     0        0   \n",
              "31652     0      0        0      0        0      0        0     0        0   \n",
              "\n",
              "       ruhollah  rule  rulers  rules  rum  rumbas  rumi  rumor  rumpole  \\\n",
              "0             0     0       0      0    0       0     0      0        0   \n",
              "1             0     0       0      0    0       0     0      0        0   \n",
              "2             0     0       0      0    0       0     0      0        0   \n",
              "3             0     0       0      0    0       0     0      0        0   \n",
              "4             0     0       0      0    0       0     0      0        0   \n",
              "...         ...   ...     ...    ...  ...     ...   ...    ...      ...   \n",
              "31648         0     0       0      0    0       0     0      0        0   \n",
              "31649         0     0       0      0    0       0     0      0        0   \n",
              "31650         0     0       0      0    0       0     0      0        0   \n",
              "31651         0     0       0      0    0       0     0      0        0   \n",
              "31652         0     0       0      0    0       0     0      0        0   \n",
              "\n",
              "       rumsey  rumsfeld  run  runaway  runaways  runes  runic  runner  \\\n",
              "0           0         0    0        0         0      0      0       0   \n",
              "1           0         0    0        0         0      0      0       0   \n",
              "2           0         0    0        0         0      0      0       0   \n",
              "3           0         0    0        0         0      0      0       0   \n",
              "4           0         0    0        0         0      0      0       0   \n",
              "...       ...       ...  ...      ...       ...    ...    ...     ...   \n",
              "31648       0         0    0        0         0      0      0       0   \n",
              "31649       0         0    0        0         0      0      0       0   \n",
              "31650       0         0    0        0         0      0      0       0   \n",
              "31651       0         0    0        0         0      0      0       0   \n",
              "31652       0         0    0        0         0      0      0       0   \n",
              "\n",
              "       runners  running  rupert  rural  rusesabagina  rush  rushmore  ruskin  \\\n",
              "0            0        0       0      0             0     0         0       0   \n",
              "1            0        0       0      0             0     0         0       0   \n",
              "2            0        0       0      0             0     0         0       0   \n",
              "3            0        0       0      0             0     0         0       0   \n",
              "4            0        0       0      0             0     0         0       0   \n",
              "...        ...      ...     ...    ...           ...   ...       ...     ...   \n",
              "31648        0        0       0      0             0     0         0       0   \n",
              "31649        0        0       0      0             0     0         0       0   \n",
              "31650        0        0       0      0             0     0         0       0   \n",
              "31651        0        0       0      0             0     0         0       0   \n",
              "31652        0        0       0      0             0     0         0       0   \n",
              "\n",
              "       russ  russel  russell  russert  russia  russian  russians  russkii  \\\n",
              "0         0       0        0        0       0        0         0        0   \n",
              "1         0       0        0        0       0        0         0        0   \n",
              "2         0       0        0        0       0        0         0        0   \n",
              "3         0       0        0        0       0        0         0        0   \n",
              "4         0       0        0        0       0        0         0        0   \n",
              "...     ...     ...      ...      ...     ...      ...       ...      ...   \n",
              "31648     0       0        0        0       0        0         0        0   \n",
              "31649     0       0        0        0       0        0         0        0   \n",
              "31650     0       0        0        0       0        0         0        0   \n",
              "31651     0       0        0        0       0        0         0        0   \n",
              "31652     0       0        0        0       0        0         0        0   \n",
              "\n",
              "       russo  rustic  rustomji  rutan  ruth  rutherford  rutherfurd  rutledge  \\\n",
              "0          0       0         0      0     0           0           0         0   \n",
              "1          0       0         0      0     0           0           0         0   \n",
              "2          0       0         0      0     0           0           0         0   \n",
              "3          0       0         0      0     0           0           0         0   \n",
              "4          0       0         0      0     0           0           0         0   \n",
              "...      ...     ...       ...    ...   ...         ...         ...       ...   \n",
              "31648      0       0         0      0     0           0           0         0   \n",
              "31649      0       0         0      0     0           0           0         0   \n",
              "31650      0       0         0      0     0           0           0         0   \n",
              "31651      0       0         0      0     0           0           0         0   \n",
              "31652      0       0         0      0     0           0           0         0   \n",
              "\n",
              "       rwanda  rxecutives  ryan  ryden  ryder  ryszard  ryuji  saavedra  \\\n",
              "0           0           0     0      0      0        0      0         0   \n",
              "1           0           0     0      0      0        0      0         0   \n",
              "2           0           0     0      0      0        0      0         0   \n",
              "3           0           0     0      0      0        0      0         0   \n",
              "4           0           0     0      0      0        0      0         0   \n",
              "...       ...         ...   ...    ...    ...      ...    ...       ...   \n",
              "31648       0           0     0      0      0        0      0         0   \n",
              "31649       0           0     0      0      0        0      0         0   \n",
              "31650       0           0     0      0      0        0      0         0   \n",
              "31651       0           0     0      0      0        0      0         0   \n",
              "31652       0           0     0      0      0        0      0         0   \n",
              "\n",
              "       sabbah  sabbath  sabi  sable  sabotage  sabrina  sabzian  sacagawea  \\\n",
              "0           0        0     0      0         0        0        0          0   \n",
              "1           0        0     0      0         0        0        0          0   \n",
              "2           0        0     0      0         0        0        0          0   \n",
              "3           0        0     0      0         0        0        0          0   \n",
              "4           0        0     0      0         0        0        0          0   \n",
              "...       ...      ...   ...    ...       ...      ...      ...        ...   \n",
              "31648       0        0     0      0         0        0        0          0   \n",
              "31649       0        0     0      0         0        0        0          0   \n",
              "31650       0        0     0      0         0        0        0          0   \n",
              "31651       0        0     0      0         0        0        0          0   \n",
              "31652       0        0     0      0         0        0        0          0   \n",
              "\n",
              "       sackett  sacramento  sacraments  sacred  sacrifice  sadako  sade  \\\n",
              "0            0           0           0       0          0       0     0   \n",
              "1            0           0           0       0          0       0     0   \n",
              "2            0           0           0       0          0       0     0   \n",
              "3            0           0           0       0          0       0     0   \n",
              "4            0           0           0       0          0       0     0   \n",
              "...        ...         ...         ...     ...        ...     ...   ...   \n",
              "31648        0           0           0       0          0       0     0   \n",
              "31649        0           0           0       0          0       0     0   \n",
              "31650        0           0           0       0          0       0     0   \n",
              "31651        0           0           0       0          0       0     0   \n",
              "31652        0           0           0       0          0       0     0   \n",
              "\n",
              "       sadiq  sadler  sadomasochism  safaris  safes  safety  saffron  sag  \\\n",
              "0          0       0              0        0      0       0        0    0   \n",
              "1          0       0              0        0      0       0        0    0   \n",
              "2          0       0              0        0      0       0        0    0   \n",
              "3          0       0              0        0      0       0        0    0   \n",
              "4          0       0              0        0      0       0        0    0   \n",
              "...      ...     ...            ...      ...    ...     ...      ...  ...   \n",
              "31648      0       0              0        0      0       0        0    0   \n",
              "31649      0       0              0        0      0       0        0    0   \n",
              "31650      0       0              0        0      0       0        0    0   \n",
              "31651      0       0              0        0      0       0        0    0   \n",
              "31652      0       0              0        0      0       0        0    0   \n",
              "\n",
              "       sagaponack  sagas  saginaw  saguaro  sahara  saharan  said  saigon  \\\n",
              "0               0      0        0        0       0        0     0       0   \n",
              "1               0      0        0        0       0        0     0       0   \n",
              "2               0      0        0        0       0        0     0       0   \n",
              "3               0      0        0        0       0        0     0       0   \n",
              "4               0      0        0        0       0        0     0       0   \n",
              "...           ...    ...      ...      ...     ...      ...   ...     ...   \n",
              "31648           0      0        0        0       0        0     0       0   \n",
              "31649           0      0        0        0       0        0     0       0   \n",
              "31650           0      0        0        0       0        0     0       0   \n",
              "31651           0      0        0        0       0        0     0       0   \n",
              "31652           0      0        0        0       0        0     0       0   \n",
              "\n",
              "       sailboat  sailboats  sailing  sailors  sails  saint  saints  saito  \\\n",
              "0             0          0        0        0      0      0       0      0   \n",
              "1             0          0        0        0      0      0       0      0   \n",
              "2             0          0        0        0      0      0       0      0   \n",
              "3             0          0        0        0      0      0       0      0   \n",
              "4             0          0        0        0      0      0       0      0   \n",
              "...         ...        ...      ...      ...    ...    ...     ...    ...   \n",
              "31648         0          0        0        0      0      0       0      0   \n",
              "31649         0          0        0        0      0      0       0      0   \n",
              "31650         0          0        0        0      0      0       0      0   \n",
              "31651         0          0        0        0      0      0       0      0   \n",
              "31652         0          0        0        0      0      0       0      0   \n",
              "\n",
              "       sal  saladin  salads  salak  salamanders  salamis  salaries  sale  \\\n",
              "0        0        0       0      0            0        0         0     0   \n",
              "1        0        0       0      0            0        0         0     0   \n",
              "2        0        0       0      0            0        0         0     0   \n",
              "3        0        0       0      0            0        0         0     0   \n",
              "4        0        0       0      0            0        0         0     0   \n",
              "...    ...      ...     ...    ...          ...      ...       ...   ...   \n",
              "31648    0        0       0      0            0        0         0     0   \n",
              "31649    0        0       0      0            0        0         0     0   \n",
              "31650    0        0       0      0            0        0         0     0   \n",
              "31651    0        0       0      0            0        0         0     0   \n",
              "31652    0        0       0      0            0        0         0     0   \n",
              "\n",
              "       salem  salentina  sales  salieri  salinas  saline  salisbury  salish  \\\n",
              "0          0          0      0        0        0       0          0       0   \n",
              "1          0          0      0        0        0       0          0       0   \n",
              "2          0          0      0        0        0       0          0       0   \n",
              "3          0          0      0        0        0       0          0       0   \n",
              "4          0          0      0        0        0       0          0       0   \n",
              "...      ...        ...    ...      ...      ...     ...        ...     ...   \n",
              "31648      0          0      0        0        0       0          0       0   \n",
              "31649      0          0      0        0        0       0          0       0   \n",
              "31650      0          0      0        0        0       0          0       0   \n",
              "31651      0          0      0        0        0       0          0       0   \n",
              "31652      0          0      0        0        0       0          0       0   \n",
              "\n",
              "       salk  salle  sally  salmon  salsa  salsas  salt  salter  salvador  \\\n",
              "0         0      0      0       0      0       0     0       0         0   \n",
              "1         0      0      0       0      0       0     0       0         0   \n",
              "2         0      0      0       0      0       0     0       0         0   \n",
              "3         0      0      0       0      0       0     0       0         0   \n",
              "4         0      0      0       0      0       0     0       0         0   \n",
              "...     ...    ...    ...     ...    ...     ...   ...     ...       ...   \n",
              "31648     0      0      0       0      0       0     0       0         0   \n",
              "31649     0      0      0       0      0       0     0       0         0   \n",
              "31650     0      0      0       0      0       0     0       0         0   \n",
              "31651     0      0      0       0      0       0     0       0         0   \n",
              "31652     0      0      0       0      0       0     0       0         0   \n",
              "\n",
              "       salvage  salvation  salvationists  salvatore  salve  salvo  salzman  \\\n",
              "0            0          0              0          0      0      0        0   \n",
              "1            0          0              0          0      0      0        0   \n",
              "2            0          0              0          0      0      0        0   \n",
              "3            0          0              0          0      0      0        0   \n",
              "4            0          0              0          0      0      0        0   \n",
              "...        ...        ...            ...        ...    ...    ...      ...   \n",
              "31648        0          0              0          0      0      0        0   \n",
              "31649        0          0              0          0      0      0        0   \n",
              "31650        0          0              0          0      0      0        0   \n",
              "31651        0          0              0          0      0      0        0   \n",
              "31652        0          0              0          0      0      0        0   \n",
              "\n",
              "       sam  samantha  samaria  sambas  sammy  samoan  samplers  samson  \\\n",
              "0        0         0        0       0      0       0         0       0   \n",
              "1        0         0        0       0      0       0         0       0   \n",
              "2        0         0        0       0      0       0         0       0   \n",
              "3        0         0        0       0      0       0         0       0   \n",
              "4        0         0        0       0      0       0         0       0   \n",
              "...    ...       ...      ...     ...    ...     ...       ...     ...   \n",
              "31648    0         0        0       0      0       0         0       0   \n",
              "31649    0         0        0       0      0       0         0       0   \n",
              "31650    0         0        0       0      0       0         0       0   \n",
              "31651    0         0        0       0      0       0         0       0   \n",
              "31652    0         0        0       0      0       0         0       0   \n",
              "\n",
              "       samuel  samuels  samurai  san  sanctions  sanctuary  sand  sandalwood  \\\n",
              "0           0        0        0    0          0          0     0           0   \n",
              "1           0        0        0    0          0          0     0           0   \n",
              "2           0        0        0    0          0          0     0           0   \n",
              "3           0        0        0    0          0          0     0           0   \n",
              "4           0        0        0    0          0          0     0           0   \n",
              "...       ...      ...      ...  ...        ...        ...   ...         ...   \n",
              "31648       0        0        0    0          0          0     0           0   \n",
              "31649       0        0        0    0          0          0     0           0   \n",
              "31650       0        0        0    0          0          0     0           0   \n",
              "31651       0        0        0    0          0          0     0           0   \n",
              "31652       0        0        0    0          0          0     0           0   \n",
              "\n",
              "       sandcastles  sanders  sandford  sandhills  sandilands  sandinistas  \\\n",
              "0                0        0         0          0           0            0   \n",
              "1                0        0         0          0           0            0   \n",
              "2                0        0         0          0           0            0   \n",
              "3                0        0         0          0           0            0   \n",
              "4                0        0         0          0           0            0   \n",
              "...            ...      ...       ...        ...         ...          ...   \n",
              "31648            0        0         0          0           0            0   \n",
              "31649            0        0         0          0           0            0   \n",
              "31650            0        0         0          0           0            0   \n",
              "31651            0        0         0          0           0            0   \n",
              "31652            0        0         0          0           0            0   \n",
              "\n",
              "       sandor  sandoval  sandow  sandra  sandro  sandwich  sandwiches  sandy  \\\n",
              "0           0         0       0       0       0         0           0      0   \n",
              "1           0         0       0       0       0         0           0      0   \n",
              "2           0         0       0       0       0         0           0      0   \n",
              "3           0         0       0       0       0         0           0      0   \n",
              "4           0         0       0       0       0         0           0      0   \n",
              "...       ...       ...     ...     ...     ...       ...         ...    ...   \n",
              "31648       0         0       0       0       0         0           0      0   \n",
              "31649       0         0       0       0       0         0           0      0   \n",
              "31650       0         0       0       0       0         0           0      0   \n",
              "31651       0         0       0       0       0         0           0      0   \n",
              "31652       0         0       0       0       0         0           0      0   \n",
              "\n",
              "       sanibel  sanitation  sanmao  sano  sanskrit  santa  santana  \\\n",
              "0            0           0       0     0         0      0        0   \n",
              "1            0           0       0     0         0      0        0   \n",
              "2            0           0       0     0         0      0        0   \n",
              "3            0           0       0     0         0      0        0   \n",
              "4            0           0       0     0         0      0        0   \n",
              "...        ...         ...     ...   ...       ...    ...      ...   \n",
              "31648        0           0       0     0         0      0        0   \n",
              "31649        0           0       0     0         0      0        0   \n",
              "31650        0           0       0     0         0      0        0   \n",
              "31651        0           0       0     0         0      0        0   \n",
              "31652        0           0       0     0         0      0        0   \n",
              "\n",
              "       santangelo  sante  santee  santiago  santideva  sapelo  sappho  sara  \\\n",
              "0               0      0       0         0          0       0       0     0   \n",
              "1               0      0       0         0          0       0       0     0   \n",
              "2               0      0       0         0          0       0       0     0   \n",
              "3               0      0       0         0          0       0       0     0   \n",
              "4               0      0       0         0          0       0       0     0   \n",
              "...           ...    ...     ...       ...        ...     ...     ...   ...   \n",
              "31648           0      0       0         0          0       0       0     0   \n",
              "31649           0      0       0         0          0       0       0     0   \n",
              "31650           0      0       0         0          0       0       0     0   \n",
              "31651           0      0       0         0          0       0       0     0   \n",
              "31652           0      0       0         0          0       0       0     0   \n",
              "\n",
              "       sarah  sarajevo  sarangi  saratoga  sarawak  sarcoma  sargent  sarod  \\\n",
              "0          0         0        0         0        0        0        0      0   \n",
              "1          0         0        0         0        0        0        0      0   \n",
              "2          0         0        0         0        0        0        0      0   \n",
              "3          0         0        0         0        0        0        0      0   \n",
              "4          0         0        0         0        0        0        0      0   \n",
              "...      ...       ...      ...       ...      ...      ...      ...    ...   \n",
              "31648      0         0        0         0        0        0        0      0   \n",
              "31649      0         0        0         0        0        0        0      0   \n",
              "31650      0         0        0         0        0        0        0      0   \n",
              "31651      0         0        0         0        0        0        0      0   \n",
              "31652      0         0        0         0        0        0        0      0   \n",
              "\n",
              "       sarton  sartre  sasak  sasaki  sashiko  saskatchewan  sasquatch  \\\n",
              "0           0       0      0       0        0             0          0   \n",
              "1           0       0      0       0        0             0          0   \n",
              "2           0       0      0       0        0             0          0   \n",
              "3           0       0      0       0        0             0          0   \n",
              "4           0       0      0       0        0             0          0   \n",
              "...       ...     ...    ...     ...      ...           ...        ...   \n",
              "31648       0       0      0       0        0             0          0   \n",
              "31649       0       0      0       0        0             0          0   \n",
              "31650       0       0      0       0        0             0          0   \n",
              "31651       0       0      0       0        0             0          0   \n",
              "31652       0       0      0       0        0             0          0   \n",
              "\n",
              "       sassoon  sasuweh  sat  satanism  satellite  satellites  satire  \\\n",
              "0            0        0    0         0          0           0       0   \n",
              "1            0        0    0         0          0           0       0   \n",
              "2            0        0    0         0          0           0       0   \n",
              "3            0        0    0         0          0           0       0   \n",
              "4            0        0    0         0          0           0       0   \n",
              "...        ...      ...  ...       ...        ...         ...     ...   \n",
              "31648        0        0    0         0          0           0       0   \n",
              "31649        0        0    0         0          0           0       0   \n",
              "31650        0        0    0         0          0           0       0   \n",
              "31651        0        0    0         0          0           0       0   \n",
              "31652        0        0    0         0          0           0       0   \n",
              "\n",
              "       satirical  satisfaction  saturday  saturn  sauces  saud  saudi  saul  \\\n",
              "0              0             0         0       0       0     0      0     0   \n",
              "1              0             0         0       0       0     0      0     0   \n",
              "2              0             0         0       0       0     0      0     0   \n",
              "3              0             0         0       0       0     0      0     0   \n",
              "4              0             0         0       0       0     0      0     0   \n",
              "...          ...           ...       ...     ...     ...   ...    ...   ...   \n",
              "31648          0             0         0       0       0     0      0     0   \n",
              "31649          0             0         0       0       0     0      0     0   \n",
              "31650          0             0         0       0       0     0      0     0   \n",
              "31651          0             0         0       0       0     0      0     0   \n",
              "31652          0             0         0       0       0     0      0     0   \n",
              "\n",
              "       savage  savannah  savich  saving  savings  savoy  saws  sawtooth  \\\n",
              "0           0         0       0       0        0      0     0         0   \n",
              "1           0         0       0       0        0      0     0         0   \n",
              "2           0         0       0       0        0      0     0         0   \n",
              "3           0         0       0       0        0      0     0         0   \n",
              "4           0         0       0       0        0      0     0         0   \n",
              "...       ...       ...     ...     ...      ...    ...   ...       ...   \n",
              "31648       0         0       0       0        0      0     0         0   \n",
              "31649       0         0       0       0        0      0     0         0   \n",
              "31650       0         0       0       0        0      0     0         0   \n",
              "31651       0         0       0       0        0      0     0         0   \n",
              "31652       0         0       0       0        0      0     0         0   \n",
              "\n",
              "       sawyer  saxe  saxon  saxophone  saxophones  saxophonists  sayers  \\\n",
              "0           0     0      0          0           0             0       0   \n",
              "1           0     0      0          0           0             0       0   \n",
              "2           0     0      0          0           0             0       0   \n",
              "3           0     0      0          0           0             0       0   \n",
              "4           0     0      0          0           0             0       0   \n",
              "...       ...   ...    ...        ...         ...           ...     ...   \n",
              "31648       0     0      0          0           0             0       0   \n",
              "31649       0     0      0          0           0             0       0   \n",
              "31650       0     0      0          0           0             0       0   \n",
              "31651       0     0      0          0           0             0       0   \n",
              "31652       0     0      0          0           0             0       0   \n",
              "\n",
              "       sazman  scale  scales  scandals  scandinavia  scarecrows  scarlatina  \\\n",
              "0           0      0       0         0            0           0           0   \n",
              "1           0      0       0         0            0           0           0   \n",
              "2           0      0       0         0            0           0           0   \n",
              "3           0      0       0         0            0           0           0   \n",
              "4           0      0       0         0            0           0           0   \n",
              "...       ...    ...     ...       ...          ...         ...         ...   \n",
              "31648       0      0       0         0            0           0           0   \n",
              "31649       0      0       0         0            0           0           0   \n",
              "31650       0      0       0         0            0           0           0   \n",
              "31651       0      0       0         0            0           0           0   \n",
              "31652       0      0       0         0            0           0           0   \n",
              "\n",
              "       scarlet  scarlett  scarpetta  scarves  scene  scenery  scenes  scenic  \\\n",
              "0            0         0          0        0      0        0       0       0   \n",
              "1            0         0          0        0      0        0       0       0   \n",
              "2            0         0          0        0      0        0       0       0   \n",
              "3            0         0          0        0      0        0       0       0   \n",
              "4            0         0          0        0      0        0       0       0   \n",
              "...        ...       ...        ...      ...    ...      ...     ...     ...   \n",
              "31648        0         0          0        0      0        0       0       0   \n",
              "31649        0         0          0        0      0        0       0       0   \n",
              "31650        0         0          0        0      0        0       0       0   \n",
              "31651        0         0          0        0      0        0       0       0   \n",
              "31652        0         0          0        0      0        0       0       0   \n",
              "\n",
              "       scented  sch  schaal  schechter  scheer  scheherazade  schemas  \\\n",
              "0            0    0       0          0       0             0        0   \n",
              "1            0    0       0          0       0             0        0   \n",
              "2            0    0       0          0       0             0        0   \n",
              "3            0    0       0          0       0             0        0   \n",
              "4            0    0       0          0       0             0        0   \n",
              "...        ...  ...     ...        ...     ...           ...      ...   \n",
              "31648        0    0       0          0       0             0        0   \n",
              "31649        0    0       0          0       0             0        0   \n",
              "31650        0    0       0          0       0             0        0   \n",
              "31651        0    0       0          0       0             0        0   \n",
              "31652        0    0       0          0       0             0        0   \n",
              "\n",
              "       schemes  scherer  schieffer  schiller  schipa  schizophrenia  \\\n",
              "0            0        0          0         0       0              0   \n",
              "1            0        0          0         0       0              0   \n",
              "2            0        0          0         0       0              0   \n",
              "3            0        0          0         0       0              0   \n",
              "4            0        0          0         0       0              0   \n",
              "...        ...      ...        ...       ...     ...            ...   \n",
              "31648        0        0          0         0       0              0   \n",
              "31649        0        0          0         0       0              0   \n",
              "31650        0        0          0         0       0              0   \n",
              "31651        0        0          0         0       0              0   \n",
              "31652        0        0          0         0       0              0   \n",
              "\n",
              "       schizophrenics  schneersohn  schoenberg  scholars  scholarship  \\\n",
              "0                   0            0           0         0            0   \n",
              "1                   0            0           0         0            0   \n",
              "2                   0            0           0         0            0   \n",
              "3                   0            0           0         0            0   \n",
              "4                   0            0           0         0            0   \n",
              "...               ...          ...         ...       ...          ...   \n",
              "31648               0            0           0         0            0   \n",
              "31649               0            0           0         0            0   \n",
              "31650               0            0           0         0            0   \n",
              "31651               0            0           0         0            0   \n",
              "31652               0            0           0         0            0   \n",
              "\n",
              "       scholarships  scholastic  scholl  school  schooling  schools  \\\n",
              "0                 0           0       0       0          0        0   \n",
              "1                 0           0       0       0          0        0   \n",
              "2                 0           0       0       0          0        0   \n",
              "3                 0           0       0       0          0        0   \n",
              "4                 0           0       0       0          0        0   \n",
              "...             ...         ...     ...     ...        ...      ...   \n",
              "31648             0           0       0       0          0        0   \n",
              "31649             0           0       0       0          0        0   \n",
              "31650             0           0       0       0          0        0   \n",
              "31651             0           0       0       0          0        0   \n",
              "31652             0           0       0       0          0        0   \n",
              "\n",
              "       schooners  schopenhauer  schreck  schultz  schulz  schumann  schuster  \\\n",
              "0              0             0        0        0       0         0         0   \n",
              "1              0             0        0        0       0         0         0   \n",
              "2              0             0        0        0       0         0         0   \n",
              "3              0             0        0        0       0         0         0   \n",
              "4              0             0        0        0       0         0         0   \n",
              "...          ...           ...      ...      ...     ...       ...       ...   \n",
              "31648          0             0        0        0       0         0         0   \n",
              "31649          0             0        0        0       0         0         0   \n",
              "31650          0             0        0        0       0         0         0   \n",
              "31651          0             0        0        0       0         0         0   \n",
              "31652          0             0        0        0       0         0         0   \n",
              "\n",
              "       schwartz  schwenck  schwerner  science  sciences  scientific  \\\n",
              "0             0         0          0        0         0           0   \n",
              "1             0         0          0        0         0           0   \n",
              "2             0         0          0        0         0           0   \n",
              "3             0         0          0        0         0           0   \n",
              "4             0         0          0        0         0           0   \n",
              "...         ...       ...        ...      ...       ...         ...   \n",
              "31648         0         0          0        0         0           0   \n",
              "31649         0         0          0        0         0           0   \n",
              "31650         0         0          0        0         0           0   \n",
              "31651         0         0          0        0         0           0   \n",
              "31652         0         0          0        0         0           0   \n",
              "\n",
              "       scientists  sclerosis  scofield  scoliosis  scoltand  scooby  scooters  \\\n",
              "0               0          0         0          0         0       0         0   \n",
              "1               0          0         0          0         0       0         0   \n",
              "2               0          0         0          0         0       0         0   \n",
              "3               0          0         0          0         0       0         0   \n",
              "4               0          0         0          0         0       0         0   \n",
              "...           ...        ...       ...        ...       ...     ...       ...   \n",
              "31648           0          0         0          0         0       0         0   \n",
              "31649           0          0         0          0         0       0         0   \n",
              "31650           0          0         0          0         0       0         0   \n",
              "31651           0          0         0          0         0       0         0   \n",
              "31652           0          0         0          0         0       0         0   \n",
              "\n",
              "       scopes  scores  scorpions  scorsese  scotia  scotland  scots  scott  \\\n",
              "0           0       0          0         0       0         0      0      0   \n",
              "1           0       0          0         0       0         0      0      0   \n",
              "2           0       0          0         0       0         0      0      0   \n",
              "3           0       0          0         0       0         0      0      0   \n",
              "4           0       0          0         0       0         0      0      0   \n",
              "...       ...     ...        ...       ...     ...       ...    ...    ...   \n",
              "31648       0       0          0         0       0         0      0      0   \n",
              "31649       0       0          0         0       0         0      0      0   \n",
              "31650       0       0          0         0       0         0      0      0   \n",
              "31651       0       0          0         0       0         0      0      0   \n",
              "31652       0       0          0         0       0         0      0      0   \n",
              "\n",
              "       scottish  scottsboro  scouting  scouts  scows  scrambling  scrapbooks  \\\n",
              "0             0           0         0       0      0           0           0   \n",
              "1             0           0         0       0      0           0           0   \n",
              "2             0           0         0       0      0           0           0   \n",
              "3             0           0         0       0      0           0           0   \n",
              "4             0           0         0       0      0           0           0   \n",
              "...         ...         ...       ...     ...    ...         ...         ...   \n",
              "31648         0           0         0       0      0           0           0   \n",
              "31649         0           0         0       0      0           0           0   \n",
              "31650         0           0         0       0      0           0           0   \n",
              "31651         0           0         0       0      0           0           0   \n",
              "31652         0           0         0       0      0           0           0   \n",
              "\n",
              "       screen  screens  screenwriters  screwball  scribes  scriptoria  \\\n",
              "0           0        0              0          0        0           0   \n",
              "1           0        0              0          0        0           0   \n",
              "2           0        0              0          0        0           0   \n",
              "3           0        0              0          0        0           0   \n",
              "4           0        0              0          0        0           0   \n",
              "...       ...      ...            ...        ...      ...         ...   \n",
              "31648       0        0              0          0        0           0   \n",
              "31649       0        0              0          0        0           0   \n",
              "31650       0        0              0          0        0           0   \n",
              "31651       0        0              0          0        0           0   \n",
              "31652       0        0              0          0        0           0   \n",
              "\n",
              "       scripts  scriptures  scrolls  scrooge  scuba  scudder  scully  \\\n",
              "0            0           0        0        0      0        0       0   \n",
              "1            0           0        0        0      0        0       0   \n",
              "2            0           0        0        0      0        0       0   \n",
              "3            0           0        0        0      0        0       0   \n",
              "4            0           0        0        0      0        0       0   \n",
              "...        ...         ...      ...      ...    ...      ...     ...   \n",
              "31648        0           0        0        0      0        0       0   \n",
              "31649        0           0        0        0      0        0       0   \n",
              "31650        0           0        0        0      0        0       0   \n",
              "31651        0           0        0        0      0        0       0   \n",
              "31652        0           0        0        0      0        0       0   \n",
              "\n",
              "       sculptors  sculpture  scultori  se  sea  seabed  seabiscuit  seafaring  \\\n",
              "0              0          0         0   0    0       0           0          0   \n",
              "1              0          0         0   0    0       0           0          0   \n",
              "2              0          0         0   0    0       0           0          0   \n",
              "3              0          0         0   0    1       0           0          0   \n",
              "4              0          0         0   0    0       0           0          0   \n",
              "...          ...        ...       ...  ..  ...     ...         ...        ...   \n",
              "31648          0          0         0   0    0       0           0          0   \n",
              "31649          0          0         0   0    0       0           0          0   \n",
              "31650          0          0         0   0    0       0           0          0   \n",
              "31651          0          0         0   0    0       0           0          0   \n",
              "31652          0          0         0   0    0       0           0          0   \n",
              "\n",
              "       seafood  seal  sealing  seals  seamanship  seams  sean  seances  \\\n",
              "0            0     0        0      0           0      0     0        0   \n",
              "1            0     0        0      0           0      0     0        0   \n",
              "2            0     0        0      0           0      0     0        0   \n",
              "3            0     0        0      0           0      0     0        0   \n",
              "4            0     0        0      0           0      0     0        0   \n",
              "...        ...   ...      ...    ...         ...    ...   ...      ...   \n",
              "31648        0     0        0      0           0      0     0        0   \n",
              "31649        0     0        0      0           0      0     0        0   \n",
              "31650        0     0        0      0           0      0     0        0   \n",
              "31651        0     0        0      0           0      0     0        0   \n",
              "31652        0     0        0      0           0      0     0        0   \n",
              "\n",
              "       seaplanes  search  searches  searching  seashore  seaside  seasons  \\\n",
              "0              0       0         0          0         0        0        0   \n",
              "1              0       0         0          0         0        0        0   \n",
              "2              0       0         0          0         0        0        0   \n",
              "3              0       0         0          0         0        0        0   \n",
              "4              0       0         0          0         0        0        0   \n",
              "...          ...     ...       ...        ...       ...      ...      ...   \n",
              "31648          0       0         0          0         0        0        0   \n",
              "31649          0       0         0          0         0        0        0   \n",
              "31650          0       0         0          0         0        0        0   \n",
              "31651          0       0         0          0         0        0        0   \n",
              "31652          0       0         0          0         0        0        0   \n",
              "\n",
              "       seat  seattle  seaway  sebastian  second  secondary  secondhand  \\\n",
              "0         0        0       0          0       0          0           0   \n",
              "1         0        0       0          0       0          0           0   \n",
              "2         0        0       0          0       0          0           0   \n",
              "3         0        0       0          0       0          0           0   \n",
              "4         0        0       0          0       0          0           0   \n",
              "...     ...      ...     ...        ...     ...        ...         ...   \n",
              "31648     0        0       0          0       0          0           0   \n",
              "31649     0        0       0          0       0          0           0   \n",
              "31650     0        0       0          0       0          0           0   \n",
              "31651     0        0       0          0       0          0           0   \n",
              "31652     0        0       0          0       0          0           0   \n",
              "\n",
              "       secrecy  secret  secretaries  secretion  secrets  sect  section  \\\n",
              "0            0       0            0          0        0     0        0   \n",
              "1            0       0            0          0        0     0        0   \n",
              "2            0       0            0          0        0     0        0   \n",
              "3            0       0            0          0        0     0        0   \n",
              "4            0       0            0          0        0     0        0   \n",
              "...        ...     ...          ...        ...      ...   ...      ...   \n",
              "31648        0       0            0          0        0     0        0   \n",
              "31649        0       0            0          0        0     0        0   \n",
              "31650        0       0            0          0        0     0        0   \n",
              "31651        0       0            0          0        0     0        0   \n",
              "31652        0       0            0          0        0     0        0   \n",
              "\n",
              "       sections  secular  secularism  securities  security  sedaris  seder  \\\n",
              "0             0        0           0           0         0        0      0   \n",
              "1             0        0           0           0         0        0      0   \n",
              "2             0        0           0           0         0        0      0   \n",
              "3             0        0           0           0         0        0      0   \n",
              "4             0        0           0           0         0        0      0   \n",
              "...         ...      ...         ...         ...       ...      ...    ...   \n",
              "31648         0        0           0           0         0        0      0   \n",
              "31649         0        0           0           0         0        0      0   \n",
              "31650         0        0           0           0         0        0      0   \n",
              "31651         0        0           0           0         0        0      0   \n",
              "31652         0        0           0           0         0        0      0   \n",
              "\n",
              "       sedition  sedona  seduction  seeds  seek  seeking  seeton  seferius  \\\n",
              "0             0       0          0      0     0        0       0         0   \n",
              "1             0       0          0      0     0        0       0         0   \n",
              "2             0       0          0      0     0        0       0         0   \n",
              "3             0       0          0      0     0        0       0         0   \n",
              "4             0       0          0      0     0        0       0         0   \n",
              "...         ...     ...        ...    ...   ...      ...     ...       ...   \n",
              "31648         0       0          0      0     0        0       0         0   \n",
              "31649         0       0          0      0     0        0       0         0   \n",
              "31650         0       0          0      0     0        0       0         0   \n",
              "31651         0       0          0      0     0        0       0         0   \n",
              "31652         0       0          0      0     0        0       0         0   \n",
              "\n",
              "       segmentation  segregation  sei  seismology  seismosaurus  selatan  \\\n",
              "0                 0            0    0           0             0        0   \n",
              "1                 0            0    0           0             0        0   \n",
              "2                 0            0    0           0             0        0   \n",
              "3                 0            0    0           0             0        0   \n",
              "4                 0            0    0           0             0        0   \n",
              "...             ...          ...  ...         ...           ...      ...   \n",
              "31648             0            0    0           0             0        0   \n",
              "31649             0            0    0           0             0        0   \n",
              "31650             0            0    0           0             0        0   \n",
              "31651             0            0    0           0             0        0   \n",
              "31652             0            0    0           0             0        0   \n",
              "\n",
              "       selby  seldon  selection  selections  selective  self  selfishness  \\\n",
              "0          0       0          0           0          0     0            0   \n",
              "1          0       0          0           0          0     0            0   \n",
              "2          0       0          0           0          0     0            0   \n",
              "3          0       0          0           0          0     0            0   \n",
              "4          0       0          0           0          0     0            0   \n",
              "...      ...     ...        ...         ...        ...   ...          ...   \n",
              "31648      0       0          0           0          0     0            0   \n",
              "31649      0       0          0           0          0     0            0   \n",
              "31650      0       0          0           0          0     0            0   \n",
              "31651      0       0          0           0          0     0            0   \n",
              "31652      0       0          0           0          0     0            0   \n",
              "\n",
              "       selkies  sellers  selling  semantics  seminar  seminarians  seminole  \\\n",
              "0            0        0        0          0        0            0         0   \n",
              "1            0        0        0          0        0            0         0   \n",
              "2            0        0        0          0        0            0         0   \n",
              "3            0        0        0          0        0            0         0   \n",
              "4            0        0        0          0        0            0         0   \n",
              "...        ...      ...      ...        ...      ...          ...       ...   \n",
              "31648        0        0        0          0        0            0         0   \n",
              "31649        0        0        0          0        0            0         0   \n",
              "31650        0        0        0          0        0            0         0   \n",
              "31651        0        0        0          0        0            0         0   \n",
              "31652        0        0        0          0        0            0         0   \n",
              "\n",
              "       semiotics  sen  senate  sendak  seneca  senegal  senger  senile  \\\n",
              "0              0    0       0       0       0        0       0       0   \n",
              "1              0    0       0       0       0        0       0       0   \n",
              "2              0    0       0       0       0        0       0       0   \n",
              "3              0    0       0       0       0        0       0       0   \n",
              "4              0    0       0       0       0        0       0       0   \n",
              "...          ...  ...     ...     ...     ...      ...     ...     ...   \n",
              "31648          0    0       0       0       0        0       0       0   \n",
              "31649          0    0       0       0       0        0       0       0   \n",
              "31650          0    0       0       0       0        0       0       0   \n",
              "31651          0    0       0       0       0        0       0       0   \n",
              "31652          0    0       0       0       0        0       0       0   \n",
              "\n",
              "       seniors  senoi  sensation  sensationalism  sensations  sense  senses  \\\n",
              "0            0      0          0               0           0      0       0   \n",
              "1            0      0          0               0           0      0       0   \n",
              "2            0      0          0               0           0      0       0   \n",
              "3            0      0          0               0           0      0       0   \n",
              "4            0      0          0               0           0      0       0   \n",
              "...        ...    ...        ...             ...         ...    ...     ...   \n",
              "31648        0      0          0               0           0      0       0   \n",
              "31649        0      0          0               0           0      0       0   \n",
              "31650        0      0          0               0           0      0       0   \n",
              "31651        0      0          0               0           0      0       0   \n",
              "31652        0      0          0               0           0      0       0   \n",
              "\n",
              "       sensing  sensitivity  sensorimotor  sensory  sentences  seoul  \\\n",
              "0            0            0             0        0          0      0   \n",
              "1            0            0             0        0          0      0   \n",
              "2            0            0             0        0          0      0   \n",
              "3            0            0             0        0          0      0   \n",
              "4            0            0             0        0          0      0   \n",
              "...        ...          ...           ...      ...        ...    ...   \n",
              "31648        0            0             0        0          0      0   \n",
              "31649        0            0             0        0          0      0   \n",
              "31650        0            0             0        0          0      0   \n",
              "31651        0            0             0        0          0      0   \n",
              "31652        0            0             0        0          0      0   \n",
              "\n",
              "       separated  separation  sephardim  sepoy  sept  september  sequoia  \\\n",
              "0              0           0          0      0     0          0        0   \n",
              "1              0           0          0      0     0          0        0   \n",
              "2              0           0          0      0     0          0        0   \n",
              "3              0           0          0      0     0          0        0   \n",
              "4              0           0          0      0     0          0        0   \n",
              "...          ...         ...        ...    ...   ...        ...      ...   \n",
              "31648          0           0          0      0     0          0        0   \n",
              "31649          0           0          0      0     0          0        0   \n",
              "31650          0           0          0      0     0          0        0   \n",
              "31651          0           0          0      0     0          0        0   \n",
              "31652          0           0          0      0     0          0        0   \n",
              "\n",
              "       serbia  serbo  serengeti  serge  sergeant  sergeevich  sergei  sergey  \\\n",
              "0           0      0          0      0         0           0       0       0   \n",
              "1           0      0          0      0         0           0       0       0   \n",
              "2           0      0          0      0         0           0       0       0   \n",
              "3           0      0          0      0         0           0       0       0   \n",
              "4           0      0          0      0         0           0       0       0   \n",
              "...       ...    ...        ...    ...       ...         ...     ...     ...   \n",
              "31648       0      0          0      0         0           0       0       0   \n",
              "31649       0      0          0      0         0           0       0       0   \n",
              "31650       0      0          0      0         0           0       0       0   \n",
              "31651       0      0          0      0         0           0       0       0   \n",
              "31652       0      0          0      0         0           0       0       0   \n",
              "\n",
              "       serging  serial  serials  series  serigraphy  sermones  sermons  \\\n",
              "0            0       0        0       0           0         0        0   \n",
              "1            0       0        0       0           0         0        0   \n",
              "2            0       0        0       0           0         0        0   \n",
              "3            0       0        0       0           0         0        0   \n",
              "4            0       0        0       0           0         0        0   \n",
              "...        ...     ...      ...     ...         ...       ...      ...   \n",
              "31648        0       0        0       0           0         0        0   \n",
              "31649        0       0        0       0           0         0        0   \n",
              "31650        0       0        0       0           0         0        0   \n",
              "31651        0       0        0       0           0         0        0   \n",
              "31652        0       0        0       0           0         0        0   \n",
              "\n",
              "       serotonin  serrano  servant  servants  serve  server  servers  service  \\\n",
              "0              0        0        0         0      0       0        0        0   \n",
              "1              0        0        0         0      0       0        0        0   \n",
              "2              0        0        0         0      0       0        0        0   \n",
              "3              0        0        0         0      0       0        0        0   \n",
              "4              0        0        0         0      0       0        0        0   \n",
              "...          ...      ...      ...       ...    ...     ...      ...      ...   \n",
              "31648          0        0        0         0      0       0        0        0   \n",
              "31649          0        0        0         0      0       0        0        0   \n",
              "31650          0        0        0         0      0       0        0        0   \n",
              "31651          0        0        0         0      0       0        0        0   \n",
              "31652          0        0        0         0      0       0        0        0   \n",
              "\n",
              "       services  servlets  sesbastian  sesshu  set  seth  sets  setting  \\\n",
              "0             0         0           0       0    0     0     0        0   \n",
              "1             0         0           0       0    0     0     0        0   \n",
              "2             0         0           0       0    0     0     0        0   \n",
              "3             0         0           0       0    0     0     0        0   \n",
              "4             0         0           0       0    0     0     0        0   \n",
              "...         ...       ...         ...     ...  ...   ...   ...      ...   \n",
              "31648         0         0           0       0    0     0     0        0   \n",
              "31649         0         0           0       0    0     0     0        0   \n",
              "31650         0         0           0       0    0     0     0        0   \n",
              "31651         0         0           0       0    0     0     0        0   \n",
              "31652         0         0           0       0    0     0     0        0   \n",
              "\n",
              "       settings  settle  settlements  seurat  seuss  seven  seventeenth  \\\n",
              "0             0       0            0       0      0      0            0   \n",
              "1             0       0            0       0      0      0            0   \n",
              "2             0       0            0       0      0      0            0   \n",
              "3             0       0            0       0      0      0            0   \n",
              "4             0       0            0       0      0      0            0   \n",
              "...         ...     ...          ...     ...    ...    ...          ...   \n",
              "31648         0       0            0       0      0      0            0   \n",
              "31649         0       0            0       0      0      0            0   \n",
              "31650         0       0            0       0      0      0            0   \n",
              "31651         0       0            0       0      0      0            0   \n",
              "31652         0       0            0       0      0      0            0   \n",
              "\n",
              "       seventies  severe  severgnini  sewell  sewing  sex  sexism  \\\n",
              "0              0       0           0       0       0    0       0   \n",
              "1              0       0           0       0       0    0       0   \n",
              "2              0       0           0       0       0    0       0   \n",
              "3              0       0           0       0       0    0       0   \n",
              "4              0       0           0       0       0    0       0   \n",
              "...          ...     ...         ...     ...     ...  ...     ...   \n",
              "31648          0       0           0       0       0    0       0   \n",
              "31649          0       0           0       0       0    0       0   \n",
              "31650          0       0           0       0       0    0       0   \n",
              "31651          0       0           0       0       0    0       0   \n",
              "31652          0       0           0       0       0    0       0   \n",
              "\n",
              "       sexologists  sexology  sextets  sexton  sexual  sexually  seymour  \\\n",
              "0                0         0        0       0       0         0        0   \n",
              "1                0         0        0       0       0         0        0   \n",
              "2                0         0        0       0       0         0        0   \n",
              "3                0         0        0       0       0         0        0   \n",
              "4                0         0        0       0       0         0        0   \n",
              "...            ...       ...      ...     ...     ...       ...      ...   \n",
              "31648            0         0        0       0       0         0        0   \n",
              "31649            0         0        0       0       0         0        0   \n",
              "31650            0         0        0       0       0         0        0   \n",
              "31651            0         0        0       0       0         0        0   \n",
              "31652            0         0        0       0       0         0        0   \n",
              "\n",
              "       shackleton  shad  shade  shades  shadow  shadows  shaffer  shaft  shah  \\\n",
              "0               0     0      0       0       0        0        0      0     0   \n",
              "1               0     0      0       0       0        0        0      0     0   \n",
              "2               0     0      0       0       0        0        0      0     0   \n",
              "3               0     0      0       0       0        0        0      0     0   \n",
              "4               0     0      0       0       0        0        0      0     0   \n",
              "...           ...   ...    ...     ...     ...      ...      ...    ...   ...   \n",
              "31648           0     0      0       0       0        0        0      0     0   \n",
              "31649           0     0      0       0       0        0        0      0     0   \n",
              "31650           0     0      0       0       0        0        0      0     0   \n",
              "31651           0     0      0       0       0        0        0      0     0   \n",
              "31652           0     0      0       0       0        0        0      0     0   \n",
              "\n",
              "       shahnamah  shaker  shakers  shakespeare  shakuhachi  shakur  shalamov  \\\n",
              "0              0       0        0            0           0       0         0   \n",
              "1              0       0        0            0           0       0         0   \n",
              "2              0       0        0            0           0       0         0   \n",
              "3              0       0        0            0           0       0         0   \n",
              "4              0       0        0            0           0       0         0   \n",
              "...          ...     ...      ...          ...         ...     ...       ...   \n",
              "31648          0       0        0            0           0       0         0   \n",
              "31649          0       0        0            0           0       0         0   \n",
              "31650          0       0        0            0           0       0         0   \n",
              "31651          0       0        0            0           0       0         0   \n",
              "31652          0       0        0            0           0       0         0   \n",
              "\n",
              "       shalom  shamanism  shamanistic  shamans  shame  shanah  shanahan  \\\n",
              "0           0          0            0        0      0       0         0   \n",
              "1           0          0            0        0      0       0         0   \n",
              "2           0          0            0        0      0       0         0   \n",
              "3           0          0            0        0      0       0         0   \n",
              "4           0          0            0        0      0       0         0   \n",
              "...       ...        ...          ...      ...    ...     ...       ...   \n",
              "31648       0          0            0        0      0       0         0   \n",
              "31649       0          0            0        0      0       0         0   \n",
              "31650       0          0            0        0      0       0         0   \n",
              "31651       0          0            0        0      0       0         0   \n",
              "31652       0          0            0        0      0       0         0   \n",
              "\n",
              "       shandong  shandy  shane  shanghai  shangri  shankman  shannara  \\\n",
              "0             0       0      0         0        0         0         0   \n",
              "1             0       0      0         0        0         0         0   \n",
              "2             0       0      0         0        0         0         0   \n",
              "3             0       0      0         0        0         0         0   \n",
              "4             0       0      0         0        0         0         0   \n",
              "...         ...     ...    ...       ...      ...       ...       ...   \n",
              "31648         0       0      0         0        0         0         0   \n",
              "31649         0       0      0         0        0         0         0   \n",
              "31650         0       0      0         0        0         0         0   \n",
              "31651         0       0      0         0        0         0         0   \n",
              "31652         0       0      0         0        0         0         0   \n",
              "\n",
              "       shannon  shaoqi  shape  shapes  shapiro  sharaku  sharecroppers  \\\n",
              "0            0       0      0       0        0        0              0   \n",
              "1            0       0      0       0        0        0              0   \n",
              "2            0       0      0       0        0        0              0   \n",
              "3            0       0      0       0        0        0              0   \n",
              "4            0       0      0       0        0        0              0   \n",
              "...        ...     ...    ...     ...      ...      ...            ...   \n",
              "31648        0       0      0       0        0        0              0   \n",
              "31649        0       0      0       0        0        0              0   \n",
              "31650        0       0      0       0        0        0              0   \n",
              "31651        0       0      0       0        0        0              0   \n",
              "31652        0       0      0       0        0        0              0   \n",
              "\n",
              "       sharing  shark  sharks  sharon  sharpe  shaw  shawls  sheba  sheds  \\\n",
              "0            0      0       0       0       0     0       0      0      0   \n",
              "1            0      0       0       0       0     0       0      0      0   \n",
              "2            0      0       0       0       0     0       0      0      0   \n",
              "3            0      0       0       0       0     0       0      0      0   \n",
              "4            0      0       0       0       0     0       0      0      0   \n",
              "...        ...    ...     ...     ...     ...   ...     ...    ...    ...   \n",
              "31648        0      0       0       0       0     0       0      0      0   \n",
              "31649        0      0       0       0       0     0       0      0      0   \n",
              "31650        0      0       0       0       0     0       0      0      0   \n",
              "31651        0      0       0       0       0     0       0      0      0   \n",
              "31652        0      0       0       0       0     0       0      0      0   \n",
              "\n",
              "       sheep  sheets  sheila  shek  shelby  sheldon  shelley  shellfish  \\\n",
              "0          0       0       0     0       0        0        0          0   \n",
              "1          0       0       0     0       0        0        0          0   \n",
              "2          0       0       0     0       0        0        0          0   \n",
              "3          0       0       0     0       0        0        0          0   \n",
              "4          0       0       0     0       0        0        0          0   \n",
              "...      ...     ...     ...   ...     ...      ...      ...        ...   \n",
              "31648      0       0       0     0       0        0        0          0   \n",
              "31649      0       0       0     0       0        0        0          0   \n",
              "31650      0       0       0     0       0        0        0          0   \n",
              "31651      0       0       0     0       0        0        0          0   \n",
              "31652      0       0       0     0       0        0        0          0   \n",
              "\n",
              "       shells  shelter  shelters  shelving  shen  shenandoah  sheng  shepherd  \\\n",
              "0           0        0         0         0     0           0      0         0   \n",
              "1           0        0         0         0     0           0      0         0   \n",
              "2           0        0         0         0     0           0      0         0   \n",
              "3           0        0         0         0     0           0      0         0   \n",
              "4           0        0         0         0     0           0      0         0   \n",
              "...       ...      ...       ...       ...   ...         ...    ...       ...   \n",
              "31648       0        0         0         0     0           0      0         0   \n",
              "31649       0        0         0         0     0           0      0         0   \n",
              "31650       0        0         0         0     0           0      0         0   \n",
              "31651       0        0         0         0     0           0      0         0   \n",
              "31652       0        0         0         0     0           0      0         0   \n",
              "\n",
              "       shepherds  sheremetevskaya  sheri  sheridan  sheriffs  sherlock  \\\n",
              "0              0                0      0         0         0         0   \n",
              "1              0                0      0         0         0         0   \n",
              "2              0                0      0         0         0         0   \n",
              "3              0                0      0         0         0         0   \n",
              "4              0                0      0         0         0         0   \n",
              "...          ...              ...    ...       ...       ...       ...   \n",
              "31648          0                0      0         0         0         0   \n",
              "31649          0                0      0         0         0         0   \n",
              "31650          0                0      0         0         0         0   \n",
              "31651          0                0      0         0         0         0   \n",
              "31652          0                0      0         0         0         0   \n",
              "\n",
              "       sherman  shermans  sherpa  sheryl  shevchenko  shi  shiba  shigeru  \\\n",
              "0            0         0       0       0           0    0      0        0   \n",
              "1            0         0       0       0           0    0      0        0   \n",
              "2            0         0       0       0           0    0      0        0   \n",
              "3            0         0       0       0           0    0      0        0   \n",
              "4            0         0       0       0           0    0      0        0   \n",
              "...        ...       ...     ...     ...         ...  ...    ...      ...   \n",
              "31648        0         0       0       0           0    0      0        0   \n",
              "31649        0         0       0       0           0    0      0        0   \n",
              "31650        0         0       0       0           0    0      0        0   \n",
              "31651        0         0       0       0           0    0      0        0   \n",
              "31652        0         0       0       0           0    0      0        0   \n",
              "\n",
              "       shiites  shikoku  shiloh  shin  shinerock  shingen  shinichi  \\\n",
              "0            0        0       0     0          0        0         0   \n",
              "1            0        0       0     0          0        0         0   \n",
              "2            0        0       0     0          0        0         0   \n",
              "3            0        0       0     0          0        0         0   \n",
              "4            0        0       0     0          0        0         0   \n",
              "...        ...      ...     ...   ...        ...      ...       ...   \n",
              "31648        0        0       0     0          0        0         0   \n",
              "31649        0        0       0     0          0        0         0   \n",
              "31650        0        0       0     0          0        0         0   \n",
              "31651        0        0       0     0          0        0         0   \n",
              "31652        0        0       0     0          0        0         0   \n",
              "\n",
              "       shinrikyo  ship  shipbuilding  shipowners  shipping  ships  shipwreck  \\\n",
              "0              0     0             0           0         0      0          0   \n",
              "1              0     0             0           0         0      0          0   \n",
              "2              0     0             0           0         0      0          0   \n",
              "3              0     0             0           0         0      0          0   \n",
              "4              0     0             0           0         0      0          0   \n",
              "...          ...   ...           ...         ...       ...    ...        ...   \n",
              "31648          0     0             0           0         0      0          0   \n",
              "31649          0     0             0           0         0      0          0   \n",
              "31650          0     0             0           0         0      0          0   \n",
              "31651          0     0             0           0         0      0          0   \n",
              "31652          0     0             0           0         0      0          0   \n",
              "\n",
              "       shipwrecks  shirley  shirtwaist  shitou  shlomo  shock  shockley  shoe  \\\n",
              "0               0        0           0       0       0      0         0     0   \n",
              "1               0        0           0       0       0      0         0     0   \n",
              "2               0        0           0       0       0      0         0     0   \n",
              "3               0        0           0       0       0      0         0     0   \n",
              "4               0        0           0       0       0      0         0     0   \n",
              "...           ...      ...         ...     ...     ...    ...       ...   ...   \n",
              "31648           0        0           0       0       0      0         0     0   \n",
              "31649           0        0           0       0       0      0         0     0   \n",
              "31650           0        0           0       0       0      0         0     0   \n",
              "31651           0        0           0       0       0      0         0     0   \n",
              "31652           0        0           0       0       0      0         0     0   \n",
              "\n",
              "       shoemakers  shoen  shoes  shoguns  shoko  shonagon  shooters  shooting  \\\n",
              "0               0      0      0        0      0         0         0         0   \n",
              "1               0      0      0        0      0         0         0         0   \n",
              "2               0      0      0        0      0         0         0         0   \n",
              "3               0      0      0        0      0         0         0         0   \n",
              "4               0      0      0        0      0         0         0         0   \n",
              "...           ...    ...    ...      ...    ...       ...       ...       ...   \n",
              "31648           0      0      0        0      0         0         0         0   \n",
              "31649           0      0      0        0      0         0         0         0   \n",
              "31650           0      0      0        0      0         0         0         0   \n",
              "31651           0      0      0        0      0         0         0         0   \n",
              "31652           0      0      0        0      0         0         0         0   \n",
              "\n",
              "       shootings  shop  shopping  shops  shore  shorelines  short  shorthand  \\\n",
              "0              0     0         0      0      0           0      0          0   \n",
              "1              0     0         0      0      0           0      0          0   \n",
              "2              0     0         0      0      0           0      0          0   \n",
              "3              0     0         0      0      0           0      0          0   \n",
              "4              0     0         0      0      0           0      0          0   \n",
              "...          ...   ...       ...    ...    ...         ...    ...        ...   \n",
              "31648          0     0         0      0      0           0      0          0   \n",
              "31649          0     0         0      0      0           0      0          0   \n",
              "31650          0     0         0      0      0           0      0          0   \n",
              "31651          0     0         0      0      0           0      0          0   \n",
              "31652          0     0         0      0      0           0      0          0   \n",
              "\n",
              "       shorts  shoshone  shoshoni  show  showers  shows  shrek  shrews  \\\n",
              "0           0         0         0     0        0      0      0       0   \n",
              "1           0         0         0     0        0      0      0       0   \n",
              "2           0         0         0     0        0      0      0       0   \n",
              "3           0         0         0     0        0      0      0       0   \n",
              "4           0         0         0     0        0      0      0       0   \n",
              "...       ...       ...       ...   ...      ...    ...    ...     ...   \n",
              "31648       0         0         0     0        0      0      0       0   \n",
              "31649       0         0         0     0        0      0      0       0   \n",
              "31650       0         0         0     0        0      0      0       0   \n",
              "31651       0         0         0     0        0      0      0       0   \n",
              "31652       0         0         0     0        0      0      0       0   \n",
              "\n",
              "       shrewsbury  shrimps  shrines  shropshire  shroud  shrubs  shugak  shui  \\\n",
              "0               0        0        0           0       0       0       0     0   \n",
              "1               0        0        0           0       0       0       0     0   \n",
              "2               0        0        0           0       0       0       0     0   \n",
              "3               0        0        0           0       0       0       0     0   \n",
              "4               0        0        0           0       0       0       0     0   \n",
              "...           ...      ...      ...         ...     ...     ...     ...   ...   \n",
              "31648           0        0        0           0       0       0       0     0   \n",
              "31649           0        0        0           0       0       0       0     0   \n",
              "31650           0        0        0           0       0       0       0     0   \n",
              "31651           0        0        0           0       0       0       0     0   \n",
              "31652           0        0        0           0       0       0       0     0   \n",
              "\n",
              "       shulman  shusaku  shuttle  shuttles  siam  siamese  siberia  \\\n",
              "0            0        0        0         0     0        0        0   \n",
              "1            0        0        0         0     0        0        0   \n",
              "2            0        0        0         0     0        0        0   \n",
              "3            0        0        0         0     0        0        0   \n",
              "4            0        0        0         0     0        0        0   \n",
              "...        ...      ...      ...       ...   ...      ...      ...   \n",
              "31648        0        0        0         0     0        0        0   \n",
              "31649        0        0        0         0     0        0        0   \n",
              "31650        0        0        0         0     0        0        0   \n",
              "31651        0        0        0         0     0        0        0   \n",
              "31652        0        0        0         0     0        0        0   \n",
              "\n",
              "       sibirskaia  sibley  sibling  sica  sicheng  sichuan  sicilly  sicily  \\\n",
              "0               0       0        0     0        0        0        0       0   \n",
              "1               0       0        0     0        0        0        0       0   \n",
              "2               0       0        0     0        0        0        0       0   \n",
              "3               0       0        0     0        0        0        0       0   \n",
              "4               0       0        0     0        0        0        0       0   \n",
              "...           ...     ...      ...   ...      ...      ...      ...     ...   \n",
              "31648           0       0        0     0        0        0        0       0   \n",
              "31649           0       0        0     0        0        0        0       0   \n",
              "31650           0       0        0     0        0        0        0       0   \n",
              "31651           0       0        0     0        0        0        0       0   \n",
              "31652           0       0        0     0        0        0        0       0   \n",
              "\n",
              "       sick  sickle  sid  side  siding  sidner  sidney  siegal  siege  siegel  \\\n",
              "0         0       0    0     0       0       0       0       0      0       0   \n",
              "1         0       0    0     0       0       0       0       0      0       0   \n",
              "2         0       0    0     0       0       0       0       0      0       0   \n",
              "3         0       0    0     0       0       0       0       0      0       0   \n",
              "4         0       0    0     0       0       0       0       0      0       0   \n",
              "...     ...     ...  ...   ...     ...     ...     ...     ...    ...     ...   \n",
              "31648     0       0    0     0       0       0       0       0      0       0   \n",
              "31649     0       0    0     0       0       0       0       0      0       0   \n",
              "31650     0       0    0     0       0       0       0       0      0       0   \n",
              "31651     0       0    0     0       0       0       0       0      0       0   \n",
              "31652     0       0    0     0       0       0       0       0      0       0   \n",
              "\n",
              "       sieges  siegfried  sierra  sieur  sightings  sigma  sigmund  sign  \\\n",
              "0           0          0       0      0          0      0        0     0   \n",
              "1           0          0       0      0          0      0        0     0   \n",
              "2           0          0       0      0          0      0        0     0   \n",
              "3           0          0       0      0          0      0        0     0   \n",
              "4           0          0       0      0          0      0        0     0   \n",
              "...       ...        ...     ...    ...        ...    ...      ...   ...   \n",
              "31648       0          0       0      0          0      0        0     0   \n",
              "31649       0          0       0      0          0      0        0     0   \n",
              "31650       0          0       0      0          0      0        0     0   \n",
              "31651       0          0       0      0          0      0        0     0   \n",
              "31652       0          0       0      0          0      0        0     0   \n",
              "\n",
              "       signaling  signals  signboards  signers  signs  sigrid  sihasapa  \\\n",
              "0              0        0           0        0      0       0         0   \n",
              "1              0        0           0        0      0       0         0   \n",
              "2              0        0           0        0      0       0         0   \n",
              "3              0        0           0        0      0       0         0   \n",
              "4              0        0           0        0      0       0         0   \n",
              "...          ...      ...         ...      ...    ...     ...       ...   \n",
              "31648          0        0           0        0      0       0         0   \n",
              "31649          0        0           0        0      0       0         0   \n",
              "31650          0        0           0        0      0       0         0   \n",
              "31651          0        0           0        0      0       0         0   \n",
              "31652          0        0           0        0      0       0         0   \n",
              "\n",
              "       sikhs  siksika  sildenafil  silence  silent  silhouettes  silius  silk  \\\n",
              "0          0        0           0        0       0            0       0     0   \n",
              "1          0        0           0        0       0            0       0     0   \n",
              "2          0        0           0        0       0            0       0     0   \n",
              "3          0        0           0        0       0            0       0     0   \n",
              "4          0        0           0        0       0            0       0     0   \n",
              "...      ...      ...         ...      ...     ...          ...     ...   ...   \n",
              "31648      0        0           0        0       0            0       0     0   \n",
              "31649      0        0           0        0       0            0       0     0   \n",
              "31650      0        0           0        0       0            0       0     0   \n",
              "31651      0        0           0        0       0            0       0     0   \n",
              "31652      0        0           0        0       0            0       0     0   \n",
              "\n",
              "       silver  silverman  silversmiths  silverton  silverwork  silvestre  \\\n",
              "0           0          0             0          0           0          0   \n",
              "1           0          0             0          0           0          0   \n",
              "2           0          0             0          0           0          0   \n",
              "3           0          0             0          0           0          0   \n",
              "4           0          0             0          0           0          0   \n",
              "...       ...        ...           ...        ...         ...        ...   \n",
              "31648       0          0             0          0           0          0   \n",
              "31649       0          0             0          0           0          0   \n",
              "31650       0          0             0          0           0          0   \n",
              "31651       0          0             0          0           0          0   \n",
              "31652       0          0             0          0           0          0   \n",
              "\n",
              "       simecka  simeon  simmons  simon  simone  simons  simple  simplicity  \\\n",
              "0            0       0        0      0       0       0       0           0   \n",
              "1            0       0        0      0       0       0       0           0   \n",
              "2            0       0        0      0       0       0       0           0   \n",
              "3            0       0        0      0       0       0       0           0   \n",
              "4            0       0        0      0       0       0       0           0   \n",
              "...        ...     ...      ...    ...     ...     ...     ...         ...   \n",
              "31648        0       0        0      0       0       0       0           0   \n",
              "31649        0       0        0      0       0       0       0           0   \n",
              "31650        0       0        0      0       0       0       0           0   \n",
              "31651        0       0        0      0       0       0       0           0   \n",
              "31652        0       0        0      0       0       0       0           0   \n",
              "\n",
              "       simplified  simpson  simpsons  simulation  simunek  sin  sinai  \\\n",
              "0               0        0         0           0        0    0      0   \n",
              "1               0        0         0           0        0    0      0   \n",
              "2               0        0         0           0        0    0      0   \n",
              "3               0        0         0           0        0    0      0   \n",
              "4               0        0         0           0        0    0      0   \n",
              "...           ...      ...       ...         ...      ...  ...    ...   \n",
              "31648           0        0         0           0        0    0      0   \n",
              "31649           0        0         0           0        0    0      0   \n",
              "31650           0        0         0           0        0    0      0   \n",
              "31651           0        0         0           0        0    0      0   \n",
              "31652           0        0         0           0        0    0      0   \n",
              "\n",
              "       sinatra  sinclair  sing  singapore  singer  singers  singing  single  \\\n",
              "0            0         0     0          0       0        0        0       0   \n",
              "1            0         0     0          0       0        0        0       0   \n",
              "2            0         0     0          0       0        0        0       0   \n",
              "3            0         0     0          0       0        0        0       0   \n",
              "4            0         0     0          0       0        0        0       0   \n",
              "...        ...       ...   ...        ...     ...      ...      ...     ...   \n",
              "31648        0         0     0          0       0        0        0       0   \n",
              "31649        0         0     0          0       0        0        0       0   \n",
              "31650        0         0     0          0       0        0        0       0   \n",
              "31651        0         0     0          0       0        0        0       0   \n",
              "31652        0         0     0          0       0        0        0       0   \n",
              "\n",
              "       singleton  sino  sinologists  sins  siobhan  sir  sister  sisters  \\\n",
              "0              0     0            0     0        0    0       0        0   \n",
              "1              0     0            0     0        0    0       0        0   \n",
              "2              0     0            0     0        0    0       0        0   \n",
              "3              0     0            0     0        0    0       0        0   \n",
              "4              0     0            0     0        0    0       0        0   \n",
              "...          ...   ...          ...   ...      ...  ...     ...      ...   \n",
              "31648          0     0            0     0        0    0       0        0   \n",
              "31649          0     0            0     0        0    0       0        0   \n",
              "31650          0     0            0     0        0    0       0        0   \n",
              "31651          0     0            0     0        0    0       0        0   \n",
              "31652          0     0            0     0        0    0       0        0   \n",
              "\n",
              "       sistina  sistine  sitar  site  sites  sitting  situationniste  six  \\\n",
              "0            0        0      0     0      0        0               0    0   \n",
              "1            0        0      0     0      0        0               0    0   \n",
              "2            0        0      0     0      0        0               0    0   \n",
              "3            0        0      0     0      0        0               0    0   \n",
              "4            0        0      0     0      0        0               0    0   \n",
              "...        ...      ...    ...   ...    ...      ...             ...  ...   \n",
              "31648        0        0      0     0      1        0               0    0   \n",
              "31649        0        0      0     0      0        0               0    0   \n",
              "31650        0        0      0     0      0        0               0    0   \n",
              "31651        0        0      0     0      0        0               0    0   \n",
              "31652        0        0      0     0      0        0               0    0   \n",
              "\n",
              "       sixten  sixties  size  skagit  skateboarders  skateboarding  \\\n",
              "0           0        0     0       0              0              0   \n",
              "1           0        0     0       0              0              0   \n",
              "2           0        0     0       0              0              0   \n",
              "3           0        0     0       0              0              0   \n",
              "4           0        0     0       0              0              0   \n",
              "...       ...      ...   ...     ...            ...            ...   \n",
              "31648       0        0     0       0              0              0   \n",
              "31649       0        0     0       0              0              0   \n",
              "31650       0        0     0       0              0              0   \n",
              "31651       0        0     0       0              0              0   \n",
              "31652       0        0     0       0              0              0   \n",
              "\n",
              "       skateboards  skating  skeleton  sketchbooks  sketches  ski  skid  \\\n",
              "0                0        0         0            0         0    0     0   \n",
              "1                0        0         0            0         0    0     0   \n",
              "2                0        0         0            0         0    0     0   \n",
              "3                0        0         0            0         0    0     0   \n",
              "4                0        0         0            0         0    0     0   \n",
              "...            ...      ...       ...          ...       ...  ...   ...   \n",
              "31648            0        0         0            0         0    0     0   \n",
              "31649            0        0         0            0         0    0     0   \n",
              "31650            0        0         0            0         0    0     0   \n",
              "31651            0        0         0            0         0    0     0   \n",
              "31652            0        0         0            0         0    0     0   \n",
              "\n",
              "       skiing  skillet  skills  skin  skinks  skinner  skip  skipping  \\\n",
              "0           0        0       0     0       0        0     0         0   \n",
              "1           0        0       0     0       0        0     0         0   \n",
              "2           0        0       0     0       0        0     0         0   \n",
              "3           0        0       0     0       0        0     0         0   \n",
              "4           0        0       0     0       0        0     0         0   \n",
              "...       ...      ...     ...   ...     ...      ...   ...       ...   \n",
              "31648       0        0       0     0       0        0     0         0   \n",
              "31649       0        0       0     0       0        0     0         0   \n",
              "31650       0        0       0     0       0        0     0         0   \n",
              "31651       0        0       0     0       0        0     0         0   \n",
              "31652       0        0       0     0       0        0     0         0   \n",
              "\n",
              "       skippyjon  skirts  skis  skolian  skull  skunks  sky  skylights  \\\n",
              "0              0       0     0        0      0       0    0          0   \n",
              "1              0       0     0        0      0       0    0          0   \n",
              "2              0       0     0        0      0       0    0          0   \n",
              "3              0       0     0        0      0       0    0          0   \n",
              "4              0       0     0        0      0       0    0          0   \n",
              "...          ...     ...   ...      ...    ...     ...  ...        ...   \n",
              "31648          0       0     0        0      0       0    0          0   \n",
              "31649          0       0     0        0      0       0    0          0   \n",
              "31650          0       0     0        0      0       0    0          0   \n",
              "31651          0       0     0        0      0       0    0          0   \n",
              "31652          0       0     0        0      0       0    0          0   \n",
              "\n",
              "       skyscrapers  skywalker  slack  slander  slang  slave  slaveholders  \\\n",
              "0                0          0      0        0      0      0             0   \n",
              "1                0          0      0        0      0      0             0   \n",
              "2                0          0      0        0      0      0             0   \n",
              "3                0          0      0        0      0      0             0   \n",
              "4                0          0      0        0      0      0             0   \n",
              "...            ...        ...    ...      ...    ...    ...           ...   \n",
              "31648            0          0      0        0      0      0             0   \n",
              "31649            0          0      0        0      0      0             0   \n",
              "31650            0          0      0        0      0      0             0   \n",
              "31651            0          0      0        0      0      0             0   \n",
              "31652            0          0      0        0      0      0             0   \n",
              "\n",
              "       slavery  slaves  slavomir  slayer  sled  sledding  sleep  sleeping  \\\n",
              "0            0       0         0       0     0         0      0         0   \n",
              "1            0       0         0       0     0         0      0         0   \n",
              "2            0       0         0       0     0         0      0         0   \n",
              "3            0       0         0       0     0         0      0         0   \n",
              "4            0       0         0       0     0         0      0         0   \n",
              "...        ...     ...       ...     ...   ...       ...    ...       ...   \n",
              "31648        0       0         0       0     0         0      0         0   \n",
              "31649        0       0         0       0     0         0      0         0   \n",
              "31650        0       0         0       0     0         0      0         0   \n",
              "31651        0       0         0       0     0         0      0         0   \n",
              "31652        0       0         0       0     0         0      0         0   \n",
              "\n",
              "       sleepovers  slim  slip  slippers  sloane  slope  slot  sloths  \\\n",
              "0               0     0     0         0       0      0     0       0   \n",
              "1               0     0     0         0       0      0     0       0   \n",
              "2               0     0     0         0       0      0     0       0   \n",
              "3               0     0     0         0       0      0     0       0   \n",
              "4               0     0     0         0       0      0     0       0   \n",
              "...           ...   ...   ...       ...     ...    ...   ...     ...   \n",
              "31648           0     0     0         0       0      0     0       0   \n",
              "31649           0     0     0         0       0      0     0       0   \n",
              "31650           0     0     0         0       0      0     0       0   \n",
              "31651           0     0     0         0       0      0     0       0   \n",
              "31652           0     0     0         0       0      0     0       0   \n",
              "\n",
              "       slovakia  slow  slugs  slyde  small  smallpox  smallwood  smashed  \\\n",
              "0             0     0      0      0      0         0          0        0   \n",
              "1             0     0      0      0      0         0          0        0   \n",
              "2             0     0      0      0      0         0          0        0   \n",
              "3             0     0      0      0      0         0          0        0   \n",
              "4             0     0      0      0      0         0          0        0   \n",
              "...         ...   ...    ...    ...    ...       ...        ...      ...   \n",
              "31648         0     0      0      0      0         0          0        0   \n",
              "31649         0     0      0      0      0         0          0        0   \n",
              "31650         0     0      0      0      0         0          0        0   \n",
              "31651         0     0      0      0      0         0          0        0   \n",
              "31652         0     0      0      0      0         0          0        0   \n",
              "\n",
              "       smell  smile  smiley  smiling  smith  smithsonian  smoke  smoked  \\\n",
              "0          0      0       0        0      0            0      0       0   \n",
              "1          0      0       0        0      0            0      0       0   \n",
              "2          0      0       0        0      0            0      0       0   \n",
              "3          0      0       0        0      0            0      0       0   \n",
              "4          0      0       0        0      0            0      0       0   \n",
              "...      ...    ...     ...      ...    ...          ...    ...     ...   \n",
              "31648      0      0       0        0      0            0      0       0   \n",
              "31649      0      0       0        0      0            0      0       0   \n",
              "31650      0      0       0        0      0            0      0       0   \n",
              "31651      0      0       0        0      0            0      0       0   \n",
              "31652      0      0       0        0      0            0      0       0   \n",
              "\n",
              "       smokejumpers  smokey  smoking  smoky  smugglers  smuggling  snack  \\\n",
              "0                 0       0        0      0          0          0      0   \n",
              "1                 0       0        0      0          0          0      0   \n",
              "2                 0       0        0      0          0          0      0   \n",
              "3                 0       0        0      0          0          0      0   \n",
              "4                 0       0        0      0          0          0      0   \n",
              "...             ...     ...      ...    ...        ...        ...    ...   \n",
              "31648             0       0        0      0          0          0      0   \n",
              "31649             0       0        0      0          0          0      0   \n",
              "31650             0       0        0      0          0          0      0   \n",
              "31651             0       0        0      0          0          0      0   \n",
              "31652             0       0        0      0          0          0      0   \n",
              "\n",
              "       snails  snake  snakebites  snakes  snare  sneakers  sneeze  \\\n",
              "0           0      0           0       0      0         0       0   \n",
              "1           0      0           0       0      0         0       0   \n",
              "2           0      0           0       0      0         0       0   \n",
              "3           0      0           0       0      0         0       0   \n",
              "4           0      0           0       0      0         0       0   \n",
              "...       ...    ...         ...     ...    ...       ...     ...   \n",
              "31648       0      0           0       0      0         0       0   \n",
              "31649       0      0           0       0      0         0       0   \n",
              "31650       0      0           0       0      0         0       0   \n",
              "31651       0      0           0       0      0         0       0   \n",
              "31652       0      0           0       0      0         0       0   \n",
              "\n",
              "       snobbishness  snobs  snoring  snow  snowballs  snowboarding  snowdon  \\\n",
              "0                 0      0        0     0          0             0        0   \n",
              "1                 0      0        0     0          0             0        0   \n",
              "2                 0      0        0     0          0             0        0   \n",
              "3                 0      0        0     0          0             0        0   \n",
              "4                 0      0        0     0          0             0        0   \n",
              "...             ...    ...      ...   ...        ...           ...      ...   \n",
              "31648             0      0        0     0          0             0        0   \n",
              "31649             0      0        0     0          0             0        0   \n",
              "31650             0      0        0     0          0             0        0   \n",
              "31651             0      0        0     0          0             0        0   \n",
              "31652             0      0        0     0          0             0        0   \n",
              "\n",
              "       snowflakes  snowmen  snowshoeing  snowshoes  snowy  snyder  soap  \\\n",
              "0               0        0            0          0      0       0     0   \n",
              "1               0        0            0          0      0       0     0   \n",
              "2               0        0            0          0      0       0     0   \n",
              "3               0        0            0          0      0       0     0   \n",
              "4               0        0            0          0      0       0     0   \n",
              "...           ...      ...          ...        ...    ...     ...   ...   \n",
              "31648           0        0            0          0      0       0     0   \n",
              "31649           0        0            0          0      0       0     0   \n",
              "31650           0        0            0          0      0       0     0   \n",
              "31651           0        0            0          0      0       0     0   \n",
              "31652           0        0            0          0      0       0     0   \n",
              "\n",
              "       soaring  soccer  social  socialism  socialists  socialites  \\\n",
              "0            0       0       0          0           0           0   \n",
              "1            0       0       0          0           0           0   \n",
              "2            0       0       2          0           0           0   \n",
              "3            0       0       0          0           0           0   \n",
              "4            0       0       0          0           0           0   \n",
              "...        ...     ...     ...        ...         ...         ...   \n",
              "31648        0       0       0          0           0           0   \n",
              "31649        0       0       0          0           0           0   \n",
              "31650        0       0       0          0           0           0   \n",
              "31651        0       0       0          0           0           0   \n",
              "31652        0       0       0          0           0           0   \n",
              "\n",
              "       socialization  societies  society  sociobiology  sociological  \\\n",
              "0                  0          0        0             0             0   \n",
              "1                  0          0        0             0             0   \n",
              "2                  0          0        0             0             0   \n",
              "3                  0          0        0             0             0   \n",
              "4                  0          0        0             0             0   \n",
              "...              ...        ...      ...           ...           ...   \n",
              "31648              0          0        0             0             0   \n",
              "31649              0          0        0             0             0   \n",
              "31650              0          0        0             0             0   \n",
              "31651              0          0        0             0             0   \n",
              "31652              0          0        0             0             0   \n",
              "\n",
              "       sociologists  sociology  socks  socrates  soda  soekarno  soft  \\\n",
              "0                 0          0      0         0     0         0     0   \n",
              "1                 0          0      0         0     0         0     0   \n",
              "2                 0          0      0         0     0         0     0   \n",
              "3                 0          0      0         0     0         0     0   \n",
              "4                 0          0      0         0     0         0     0   \n",
              "...             ...        ...    ...       ...   ...       ...   ...   \n",
              "31648             0          0      0         0     0         0     0   \n",
              "31649             0          0      0         0     0         0     0   \n",
              "31650             0          0      0         0     0         0     0   \n",
              "31651             0          0      0         0     0         0     0   \n",
              "31652             0          0      0         0     0         0     0   \n",
              "\n",
              "       softball  software  sohappy  soil  soils  sojourner  soka  sol  solano  \\\n",
              "0             0         0        0     0      0          0     0    0       0   \n",
              "1             0         0        0     0      0          0     0    0       0   \n",
              "2             0         0        0     0      0          0     0    0       0   \n",
              "3             0         0        0     0      0          0     0    0       0   \n",
              "4             0         0        0     0      0          0     0    0       0   \n",
              "...         ...       ...      ...   ...    ...        ...   ...  ...     ...   \n",
              "31648         0         0        0     0      0          0     0    0       0   \n",
              "31649         0         0        0     0      0          0     0    0       0   \n",
              "31650         0         0        0     0      0          0     0    0       0   \n",
              "31651         0         0        0     0      0          0     0    0       0   \n",
              "31652         0         0        0     0      0          0     0    0       0   \n",
              "\n",
              "       solar  solberg  soldier  soldiers  soleil  solidarity  solidarnosc  \\\n",
              "0          0        0        0         0       0           0            0   \n",
              "1          0        0        0         0       0           0            0   \n",
              "2          0        0        0         0       0           0            0   \n",
              "3          0        0        0         0       0           0            0   \n",
              "4          0        0        0         0       0           0            0   \n",
              "...      ...      ...      ...       ...     ...         ...          ...   \n",
              "31648      0        0        0         0       0           0            0   \n",
              "31649      0        0        0         0       0           0            0   \n",
              "31650      0        0        0         0       0           0            0   \n",
              "31651      0        0        0         0       0           0            0   \n",
              "31652      0        0        0         0       0           0            0   \n",
              "\n",
              "       soliders  solitaire  solitude  solly  solo  solomon  solovetski  \\\n",
              "0             0          0         0      0     0        0           0   \n",
              "1             0          0         0      0     0        0           0   \n",
              "2             0          0         0      0     0        0           0   \n",
              "3             0          0         0      0     0        0           0   \n",
              "4             0          0         0      0     0        0           0   \n",
              "...         ...        ...       ...    ...   ...      ...         ...   \n",
              "31648         0          0         0      0     0        0           0   \n",
              "31649         0          0         0      0     0        0           0   \n",
              "31650         0          0         0      0     0        0           0   \n",
              "31651         0          0         0      0     0        0           0   \n",
              "31652         0          0         0      0     0        0           0   \n",
              "\n",
              "       solovetskii  solpugida  solstice  solvent  solvents  solving  somali  \\\n",
              "0                0          0         0        0         0        0       0   \n",
              "1                0          0         0        0         0        0       0   \n",
              "2                0          0         0        0         0        0       0   \n",
              "3                0          0         0        0         0        0       0   \n",
              "4                0          0         0        0         0        0       0   \n",
              "...            ...        ...       ...      ...       ...      ...     ...   \n",
              "31648            0          0         0        0         0        0       0   \n",
              "31649            0          0         0        0         0        0       0   \n",
              "31650            0          0         0        0         0        0       0   \n",
              "31651            0          0         0        0         0        0       0   \n",
              "31652            0          0         0        0         0        0       0   \n",
              "\n",
              "       somalia  somatotypes  somerled  somers  somerset  sommernachtstraum  \\\n",
              "0            0            0         0       0         0                  0   \n",
              "1            0            0         0       0         0                  0   \n",
              "2            0            0         0       0         0                  0   \n",
              "3            0            0         0       0         0                  0   \n",
              "4            0            0         0       0         0                  0   \n",
              "...        ...          ...       ...     ...       ...                ...   \n",
              "31648        0            0         0       0         0                  0   \n",
              "31649        0            0         0       0         0                  0   \n",
              "31650        0            0         0       0         0                  0   \n",
              "31651        0            0         0       0         0                  0   \n",
              "31652        0            0         0       0         0                  0   \n",
              "\n",
              "       sommersett  son  sonatas  sondheim  sone  sones  song  songbirds  \\\n",
              "0               0    0        0         0     0      0     0          0   \n",
              "1               0    0        0         0     0      0     0          0   \n",
              "2               0    0        0         0     0      0     0          0   \n",
              "3               0    0        0         0     0      0     0          0   \n",
              "4               0    0        0         0     0      0     0          0   \n",
              "...           ...  ...      ...       ...   ...    ...   ...        ...   \n",
              "31648           0    0        0         0     0      0     0          0   \n",
              "31649           0    0        0         0     0      0     0          0   \n",
              "31650           0    0        0         0     0      0     0          0   \n",
              "31651           0    0        0         0     0      0     0          0   \n",
              "31652           0    0        0         0     0      0     0          0   \n",
              "\n",
              "       songbooks  songs  sonia  sonic  sonneborn  sonnets  sonny  sonoma  \\\n",
              "0              0      0      0      0          0        0      0       0   \n",
              "1              0      0      0      0          0        0      0       0   \n",
              "2              0      0      0      0          0        0      0       0   \n",
              "3              0      0      0      0          0        0      0       0   \n",
              "4              0      0      0      0          0        0      0       0   \n",
              "...          ...    ...    ...    ...        ...      ...    ...     ...   \n",
              "31648          0      0      0      0          0        0      0       0   \n",
              "31649          0      0      0      0          0        0      0       0   \n",
              "31650          0      0      0      0          0        0      0       0   \n",
              "31651          0      0      0      0          0        0      0       0   \n",
              "31652          0      0      0      0          0        0      0       0   \n",
              "\n",
              "       sonoran  sons  sookie  sophia  sophie  sopranos  sothebys  souad  soul  \\\n",
              "0            0     0       0       0       0         0         0      0     0   \n",
              "1            0     0       0       0       0         0         0      0     0   \n",
              "2            0     0       0       0       0         0         0      0     0   \n",
              "3            0     0       0       0       0         0         0      0     0   \n",
              "4            0     0       0       0       0         0         0      0     0   \n",
              "...        ...   ...     ...     ...     ...       ...       ...    ...   ...   \n",
              "31648        0     0       0       0       0         0         0      0     0   \n",
              "31649        0     0       0       0       0         0         0      0     0   \n",
              "31650        0     0       0       0       0         0         0      0     0   \n",
              "31651        0     0       0       0       0         0         0      0     0   \n",
              "31652        0     0       0       0       0         0         0      0     0   \n",
              "\n",
              "       souls  sound  sounds  soup  soups  source  sources  south  southampton  \\\n",
              "0          0      0       0     0      0       0        0      0            0   \n",
              "1          0      0       0     0      0       0        0      0            0   \n",
              "2          0      0       0     0      0       0        0      0            0   \n",
              "3          0      0       0     0      0       0        0      0            0   \n",
              "4          0      0       0     0      0       0        0      0            0   \n",
              "...      ...    ...     ...   ...    ...     ...      ...    ...          ...   \n",
              "31648      0      0       0     0      0       0        0      0            0   \n",
              "31649      0      0       0     0      0       0        0      0            0   \n",
              "31650      0      0       0     0      0       0        0      0            0   \n",
              "31651      0      0       0     0      0       0        0      0            0   \n",
              "31652      0      0       0     0      0       0        0      0            0   \n",
              "\n",
              "       southeast  southeastern  southern  southwest  southwestern  \\\n",
              "0              0             0         0          0             0   \n",
              "1              0             0         0          0             0   \n",
              "2              0             0         0          0             0   \n",
              "3              0             0         0          0             0   \n",
              "4              0             0         0          0             0   \n",
              "...          ...           ...       ...        ...           ...   \n",
              "31648          0             0         0          0             0   \n",
              "31649          0             0         0          0             0   \n",
              "31650          0             0         0          0             0   \n",
              "31651          0             0         0          0             0   \n",
              "31652          0             0         0          0             0   \n",
              "\n",
              "       southwstern  sovereignty  soviet  sox  sozialforschung  space  \\\n",
              "0                0            0       0    0                0      0   \n",
              "1                0            0       0    0                0      0   \n",
              "2                0            0       0    0                0      0   \n",
              "3                0            0       0    0                0      0   \n",
              "4                0            0       0    0                0      0   \n",
              "...            ...          ...     ...  ...              ...    ...   \n",
              "31648            0            0       0    0                0      0   \n",
              "31649            0            0       0    0                0      0   \n",
              "31650            0            0       0    0                0      0   \n",
              "31651            0            0       0    0                0      0   \n",
              "31652            0            0       0    0                0      0   \n",
              "\n",
              "       spacecraft  spaces  spade  spaghetti  spain  spangled  spaniards  \\\n",
              "0               0       0      0          0      0         0          0   \n",
              "1               0       0      0          0      0         0          0   \n",
              "2               0       0      0          0      0         0          0   \n",
              "3               0       0      0          0      0         0          0   \n",
              "4               0       0      0          0      0         0          0   \n",
              "...           ...     ...    ...        ...    ...       ...        ...   \n",
              "31648           0       0      0          0      0         0          0   \n",
              "31649           0       0      0          0      0         0          0   \n",
              "31650           0       0      0          0      0         0          0   \n",
              "31651           0       0      0          0      0         0          0   \n",
              "31652           0       0      0          0      0         0          0   \n",
              "\n",
              "       spaniels  spanische  spanish  spanos  spark  sparkling  sparre  \\\n",
              "0             0          0        0       0      0          0       0   \n",
              "1             0          0        0       0      0          0       0   \n",
              "2             0          0        0       0      0          0       0   \n",
              "3             0          0        0       0      0          0       0   \n",
              "4             0          0        0       0      0          0       0   \n",
              "...         ...        ...      ...     ...    ...        ...     ...   \n",
              "31648         0          0        0       0      0          0       0   \n",
              "31649         0          0        0       0      0          0       0   \n",
              "31650         0          0        0       0      0          0       0   \n",
              "31651         0          0        0       0      0          0       0   \n",
              "31652         0          0        0       0      0          0       0   \n",
              "\n",
              "       sparrows  sparta  speakers  speaking  spears  special  specialists  \\\n",
              "0             0       0         0         0       0        0            0   \n",
              "1             0       0         0         0       0        0            0   \n",
              "2             0       0         0         0       0        0            0   \n",
              "3             0       0         0         0       0        0            0   \n",
              "4             0       0         0         0       0        0            0   \n",
              "...         ...     ...       ...       ...     ...      ...          ...   \n",
              "31648         0       0         0         0       0        0            0   \n",
              "31649         0       0         0         0       0        0            0   \n",
              "31650         0       0         0         0       0        0            0   \n",
              "31651         0       0         0         0       0        0            0   \n",
              "31652         0       0         0         0       0        0            0   \n",
              "\n",
              "       specialty  species  specifications  specimens  speculation  speech  \\\n",
              "0              0        0               0          0            0       0   \n",
              "1              0        0               0          0            0       0   \n",
              "2              0        0               0          0            0       0   \n",
              "3              0        0               0          0            0       0   \n",
              "4              0        0               0          0            0       0   \n",
              "...          ...      ...             ...        ...          ...     ...   \n",
              "31648          0        0               0          0            0       0   \n",
              "31649          0        0               0          0            0       0   \n",
              "31650          0        0               0          0            0       0   \n",
              "31651          0        0               0          0            0       0   \n",
              "31652          0        0               0          0            0       0   \n",
              "\n",
              "       speeches  speechwriting  speed  speer  spelling  spells  spelunkers  \\\n",
              "0             0              0      0      0         0       0           0   \n",
              "1             0              0      0      0         0       0           0   \n",
              "2             0              0      0      0         0       0           0   \n",
              "3             0              0      0      0         0       0           0   \n",
              "4             0              0      0      0         0       0           0   \n",
              "...         ...            ...    ...    ...       ...     ...         ...   \n",
              "31648         0              0      0      0         0       0           0   \n",
              "31649         0              0      0      0         0       0           0   \n",
              "31650         0              0      0      0         0       0           0   \n",
              "31651         0              0      0      0         0       0           0   \n",
              "31652         0              0      0      0         0       0           0   \n",
              "\n",
              "       spencer  spender  spending  spenser  sphere  sphinx  sphinxes  spice  \\\n",
              "0            0        0         0        0       0       0         0      0   \n",
              "1            0        0         0        0       0       0         0      0   \n",
              "2            0        0         0        0       0       0         0      0   \n",
              "3            0        0         0        0       0       0         0      0   \n",
              "4            0        0         0        0       0       0         0      0   \n",
              "...        ...      ...       ...      ...     ...     ...       ...    ...   \n",
              "31648        0        0         0        0       0       0         0      0   \n",
              "31649        0        0         0        0       0       0         0      0   \n",
              "31650        0        0         0        0       0       0         0      0   \n",
              "31651        0        0         0        0       0       0         0      0   \n",
              "31652        0        0         0        0       0       0         0      0   \n",
              "\n",
              "       spices  spider  spiders  spies  spike  spina  spinal  spinning  \\\n",
              "0           0       0        0      0      0      0       0         0   \n",
              "1           0       0        0      0      0      0       0         0   \n",
              "2           0       0        0      0      0      0       0         0   \n",
              "3           0       0        0      0      0      0       0         0   \n",
              "4           0       0        0      0      0      0       0         0   \n",
              "...       ...     ...      ...    ...    ...    ...     ...       ...   \n",
              "31648       0       0        0      0      0      0       0         0   \n",
              "31649       0       0        0      0      0      0       0         0   \n",
              "31650       0       0        0      0      0      0       0         0   \n",
              "31651       0       0        0      0      0      0       0         0   \n",
              "31652       0       0        0      0      0      0       0         0   \n",
              "\n",
              "       spinoza  spira  spirit  spirits  spiritual  spiritualia  spiritualism  \\\n",
              "0            0      0       0        0          0            0             0   \n",
              "1            0      0       0        0          0            0             0   \n",
              "2            0      0       0        0          0            0             0   \n",
              "3            0      0       0        0          0            0             0   \n",
              "4            0      0       0        0          0            0             0   \n",
              "...        ...    ...     ...      ...        ...          ...           ...   \n",
              "31648        0      0       0        0          0            0             0   \n",
              "31649        0      0       0        0          0            0             0   \n",
              "31650        0      0       0        0          0            0             0   \n",
              "31651        0      0       0        0          0            0             0   \n",
              "31652        0      0       0        0          0            0             0   \n",
              "\n",
              "       spiritualists  spirituality  spirituals  spiritus  spitzer  spock  \\\n",
              "0                  0             0           0         0        0      0   \n",
              "1                  0             0           0         0        0      0   \n",
              "2                  0             0           0         0        0      0   \n",
              "3                  0             0           0         0        0      0   \n",
              "4                  0             0           0         0        0      0   \n",
              "...              ...           ...         ...       ...      ...    ...   \n",
              "31648              0             0           0         0        0      0   \n",
              "31649              0             0           0         0        0      0   \n",
              "31650              0             0           0         0        0      0   \n",
              "31651              0             0           0         0        0      0   \n",
              "31652              0             0           0         0        0      0   \n",
              "\n",
              "       spokane  spoken  spong  spongebob  sponges  spongiform  sponsored  \\\n",
              "0            0       0      0          0        0           0          0   \n",
              "1            0       0      0          0        0           0          0   \n",
              "2            0       0      0          0        0           0          0   \n",
              "3            0       0      0          0        0           0          0   \n",
              "4            0       0      0          0        0           0          0   \n",
              "...        ...     ...    ...        ...      ...         ...        ...   \n",
              "31648        0       0      0          0        0           0          0   \n",
              "31649        0       0      0          0        0           0          0   \n",
              "31650        0       0      0          0        0           0          0   \n",
              "31651        0       0      0          0        0           0          0   \n",
              "31652        0       0      0          0        0           0          0   \n",
              "\n",
              "       sponsors  sponsorship  spooner  sport  sporting  sports  sportsmanship  \\\n",
              "0             0            0        0      0         0       0              0   \n",
              "1             0            0        0      0         0       0              0   \n",
              "2             0            0        0      0         0       0              0   \n",
              "3             0            0        0      0         0       0              0   \n",
              "4             0            0        0      0         0       0              0   \n",
              "...         ...          ...      ...    ...       ...     ...            ...   \n",
              "31648         0            0        0      0         0       0              0   \n",
              "31649         0            0        0      0         0       0              0   \n",
              "31650         0            0        0      0         0       0              0   \n",
              "31651         0            0        0      0         0       0              0   \n",
              "31652         0            0        0      0         0       0              0   \n",
              "\n",
              "       spotsylvania  spotted  spouses  spragg  spratling  spreadsheets  \\\n",
              "0                 0        0        0       0          0             0   \n",
              "1                 0        0        0       0          0             0   \n",
              "2                 0        0        0       0          0             0   \n",
              "3                 0        0        0       0          0             0   \n",
              "4                 0        0        0       0          0             0   \n",
              "...             ...      ...      ...     ...        ...           ...   \n",
              "31648             0        0        0       0          0             0   \n",
              "31649             0        0        0       0          0             0   \n",
              "31650             0        0        0       0          0             0   \n",
              "31651             0        0        0       0          0             0   \n",
              "31652             0        0        0       0          0             0   \n",
              "\n",
              "       spring  springer  springs  springtime  sprinkler  sprinklers  sprouts  \\\n",
              "0           0         0        0           0          0           0        0   \n",
              "1           0         0        0           0          0           0        0   \n",
              "2           0         0        0           0          0           0        0   \n",
              "3           0         0        0           0          0           0        0   \n",
              "4           0         0        0           0          0           0        0   \n",
              "...       ...       ...      ...         ...        ...         ...      ...   \n",
              "31648       0         0        0           0          0           0        0   \n",
              "31649       0         0        0           0          0           0        0   \n",
              "31650       0         0        0           0          0           0        0   \n",
              "31651       0         0        0           0          0           0        0   \n",
              "31652       0         0        0           0          0           0        0   \n",
              "\n",
              "       spy  sql  squadron  square  squarepants  squash  squatter  squez  \\\n",
              "0        0    0         0       0            0       0         0      0   \n",
              "1        0    0         0       0            0       0         0      0   \n",
              "2        0    0         0       0            0       0         0      0   \n",
              "3        0    0         0       0            0       0         0      0   \n",
              "4        0    0         0       0            0       0         0      0   \n",
              "...    ...  ...       ...     ...          ...     ...       ...    ...   \n",
              "31648    0    0         0       0            0       0         0      0   \n",
              "31649    0    0         0       0            0       0         0      0   \n",
              "31650    0    0         0       0            0       0         0      0   \n",
              "31651    0    0         0       0            0       0         0      0   \n",
              "31652    0    0         0       0            0       0         0      0   \n",
              "\n",
              "       squids  squirrels  sri  st  stabat  stables  stackhouse  stadiums  \\\n",
              "0           0          0    0   0       0        0           0         0   \n",
              "1           0          0    0   0       0        0           0         0   \n",
              "2           0          0    0   0       0        0           0         0   \n",
              "3           0          0    0   0       0        0           0         0   \n",
              "4           0          0    0   0       0        0           0         0   \n",
              "...       ...        ...  ...  ..     ...      ...         ...       ...   \n",
              "31648       0          0    0   0       0        0           0         0   \n",
              "31649       0          0    0   0       0        0           0         0   \n",
              "31650       0          0    0   0       0        0           0         0   \n",
              "31651       0          0    0   0       0        0           0         0   \n",
              "31652       0          0    0   0       0        0           0         0   \n",
              "\n",
              "       stage  staggerford  stagolee  staining  stainless  stair  stalin  \\\n",
              "0          0            0         0         0          0      0       0   \n",
              "1          0            0         0         0          0      0       0   \n",
              "2          0            0         0         0          0      0       0   \n",
              "3          0            0         0         0          0      0       0   \n",
              "4          0            0         0         0          0      0       0   \n",
              "...      ...          ...       ...       ...        ...    ...     ...   \n",
              "31648      0            0         0         0          0      0       0   \n",
              "31649      0            0         0         0          0      0       0   \n",
              "31650      0            0         0         0          0      0       0   \n",
              "31651      0            0         0         0          0      0       0   \n",
              "31652      0            0         0         0          0      0       0   \n",
              "\n",
              "       stalingrad  stalkers  stalking  stallions  stamford  stamp  stamper  \\\n",
              "0               0         0         0          0         0      0        0   \n",
              "1               0         0         0          0         0      0        0   \n",
              "2               0         0         0          0         0      0        0   \n",
              "3               0         0         0          0         0      0        0   \n",
              "4               0         0         0          0         0      0        0   \n",
              "...           ...       ...       ...        ...       ...    ...      ...   \n",
              "31648           0         0         0          0         0      0        0   \n",
              "31649           0         0         0          0         0      0        0   \n",
              "31650           0         0         0          0         0      0        0   \n",
              "31651           0         0         0          0         0      0        0   \n",
              "31652           0         0         0          0         0      0        0   \n",
              "\n",
              "       stan  stand  standard  standardbred  standards  stander  stanford  \\\n",
              "0         0      0         0             0          0        0         0   \n",
              "1         0      0         0             0          0        0         0   \n",
              "2         0      0         0             0          0        0         0   \n",
              "3         0      0         0             0          0        0         0   \n",
              "4         0      0         0             0          0        0         0   \n",
              "...     ...    ...       ...           ...        ...      ...       ...   \n",
              "31648     0      0         0             0          0        0         0   \n",
              "31649     0      0         0             0          0        0         0   \n",
              "31650     0      0         0             0          0        0         0   \n",
              "31651     0      0         0             0          0        0         0   \n",
              "31652     0      0         0             0          0        0         0   \n",
              "\n",
              "       stanger  stanley  stanton  stanwood  staples  star  starbuck  \\\n",
              "0            0        0        0         0        0     0         0   \n",
              "1            0        0        0         0        0     0         0   \n",
              "2            0        0        0         0        0     0         0   \n",
              "3            0        0        0         0        0     0         0   \n",
              "4            0        0        0         0        0     0         0   \n",
              "...        ...      ...      ...       ...      ...   ...       ...   \n",
              "31648        0        0        0         0        0     0         0   \n",
              "31649        0        0        0         0        0     0         0   \n",
              "31650        0        0        0         0        0     0         0   \n",
              "31651        0        0        0         0        0     0         0   \n",
              "31652        0        0        0         0        0     0         0   \n",
              "\n",
              "       starbucks  starfishes  starletta  stars  state  statements  staten  \\\n",
              "0              0           0          0      0      0           0       0   \n",
              "1              0           0          0      0      0           0       0   \n",
              "2              0           0          0      0      0           0       0   \n",
              "3              0           0          0      0      0           0       0   \n",
              "4              0           0          0      0      0           0       0   \n",
              "...          ...         ...        ...    ...    ...         ...     ...   \n",
              "31648          0           0          0      0      0           0       0   \n",
              "31649          0           0          0      0      0           0       0   \n",
              "31650          0           0          0      0      0           0       0   \n",
              "31651          0           0          0      0      0           0       0   \n",
              "31652          0           0          0      0      0           0       0   \n",
              "\n",
              "       states  statesman  statesmen  statezspokane  station  stationery  \\\n",
              "0           0          0          0              0        0           0   \n",
              "1           0          0          0              0        0           0   \n",
              "2           0          0          0              0        0           0   \n",
              "3           3          0          0              0        0           0   \n",
              "4           0          0          0              0        0           0   \n",
              "...       ...        ...        ...            ...      ...         ...   \n",
              "31648       0          0          0              0        0           0   \n",
              "31649       0          0          0              0        0           0   \n",
              "31650       0          0          0              0        0           0   \n",
              "31651       0          0          0              0        0           0   \n",
              "31652       0          0          0              0        0           0   \n",
              "\n",
              "       stations  statistical  statistics  statue  statues  stature  status  \\\n",
              "0             0            0           0       0        0        0       0   \n",
              "1             0            0           0       0        0        0       0   \n",
              "2             0            0           0       0        0        0       0   \n",
              "3             0            0           0       0        0        0       0   \n",
              "4             0            0           0       0        0        0       0   \n",
              "...         ...          ...         ...     ...      ...      ...     ...   \n",
              "31648         0            0           0       0        0        0       0   \n",
              "31649         0            0           0       0        0        0       0   \n",
              "31650         0            0           0       0        0        0       0   \n",
              "31651         0            0           0       0        0        0       0   \n",
              "31652         0            0           0       0        0        0       0   \n",
              "\n",
              "       stayner  steadfast  stealing  stealth  steam  steamboat  steamboats  \\\n",
              "0            0          0         0        0      0          0           0   \n",
              "1            0          0         0        0      0          0           0   \n",
              "2            0          0         0        0      0          0           0   \n",
              "3            0          0         0        0      0          0           0   \n",
              "4            0          0         0        0      0          0           0   \n",
              "...        ...        ...       ...      ...    ...        ...         ...   \n",
              "31648        0          0         0        0      0          0           0   \n",
              "31649        0          0         0        0      0          0           0   \n",
              "31650        0          0         0        0      0          0           0   \n",
              "31651        0          0         0        0      0          0           0   \n",
              "31652        0          0         0        0      0          0           0   \n",
              "\n",
              "       steaming  steamship  stearns  steed  steegmuller  steel  steele  \\\n",
              "0             0          0        0      0            0      0       0   \n",
              "1             0          0        0      0            0      0       0   \n",
              "2             0          0        0      0            0      0       0   \n",
              "3             0          0        0      0            0      0       0   \n",
              "4             0          0        0      0            0      0       0   \n",
              "...         ...        ...      ...    ...          ...    ...     ...   \n",
              "31648         0          0        0      0            0      0       0   \n",
              "31649         0          0        0      0            0      0       0   \n",
              "31650         0          0        0      0            0      0       0   \n",
              "31651         0          0        0      0            0      0       0   \n",
              "31652         0          0        0      0            0      0       0   \n",
              "\n",
              "       steelhead  steering  stefano  stefanos  stegosaurus  stein  steinbach  \\\n",
              "0              0         0        0         0            0      0          0   \n",
              "1              0         0        0         0            0      0          0   \n",
              "2              0         0        0         0            0      0          0   \n",
              "3              0         0        0         0            0      0          0   \n",
              "4              0         0        0         0            0      0          0   \n",
              "...          ...       ...      ...       ...          ...    ...        ...   \n",
              "31648          0         0        0         0            0      0          0   \n",
              "31649          0         0        0         0            0      0          0   \n",
              "31650          0         0        0         0            0      0          0   \n",
              "31651          0         0        0         0            0      0          0   \n",
              "31652          0         0        0         0            0      0          0   \n",
              "\n",
              "       steinbeck  steinbrenner  stella  stem  stencil  steno  \\\n",
              "0              0             0       0     0        0      0   \n",
              "1              0             0       0     0        0      0   \n",
              "2              0             0       0     0        0      0   \n",
              "3              0             0       0     0        0      0   \n",
              "4              0             0       0     0        0      0   \n",
              "...          ...           ...     ...   ...      ...    ...   \n",
              "31648          0             0       0     0        0      0   \n",
              "31649          0             0       0     0        0      0   \n",
              "31650          0             0       0     0        0      0   \n",
              "31651          0             0       0     0        0      0   \n",
              "31652          0             0       0     0        0      0   \n",
              "\n",
              "       stenonychosaurus  step  stepanovych  stepfamilies  stepfathers  \\\n",
              "0                     0     0            0             0            0   \n",
              "1                     0     0            0             0            0   \n",
              "2                     0     0            0             0            0   \n",
              "3                     0     0            0             0            0   \n",
              "4                     0     0            0             0            0   \n",
              "...                 ...   ...          ...           ...          ...   \n",
              "31648                 0     0            0             0            0   \n",
              "31649                 0     0            0             0            0   \n",
              "31650                 0     0            0             0            0   \n",
              "31651                 0     0            0             0            0   \n",
              "31652                 0     0            0             0            0   \n",
              "\n",
              "       stephanie  stephen  stephens  stepmothers  stepparents  steppe  \\\n",
              "0              0        0         0            0            0       0   \n",
              "1              0        0         0            0            0       0   \n",
              "2              0        0         0            0            0       0   \n",
              "3              0        0         0            0            0       0   \n",
              "4              0        0         0            0            0       0   \n",
              "...          ...      ...       ...          ...          ...     ...   \n",
              "31648          0        0         0            0            0       0   \n",
              "31649          0        0         0            0            0       0   \n",
              "31650          0        0         0            0            0       0   \n",
              "31651          0        0         0            0            0       0   \n",
              "31652          0        0         0            0            0       0   \n",
              "\n",
              "       stereotype  stereotypes  stern  sterna  steroids  sterreichische  \\\n",
              "0               0            0      0       0         0               0   \n",
              "1               0            0      0       0         0               0   \n",
              "2               0            0      0       0         0               0   \n",
              "3               0            0      0       0         0               0   \n",
              "4               0            0      0       0         0               0   \n",
              "...           ...          ...    ...     ...       ...             ...   \n",
              "31648           0            0      0       0         0               0   \n",
              "31649           0            0      0       0         0               0   \n",
              "31650           0            0      0       0         0               0   \n",
              "31651           0            0      0       0         0               0   \n",
              "31652           0            0      0       0         0               0   \n",
              "\n",
              "       steve  stevedores  steven  stevens  stevenson  steves  stevia  stewart  \\\n",
              "0          0           0       0        0          0       0       0        0   \n",
              "1          0           0       0        0          0       0       0        0   \n",
              "2          0           0       0        0          0       0       0        0   \n",
              "3          0           0       0        0          0       0       0        0   \n",
              "4          0           0       0        0          0       0       0        0   \n",
              "...      ...         ...     ...      ...        ...     ...     ...      ...   \n",
              "31648      0           0       0        0          0       0       0        0   \n",
              "31649      0           0       0        0          0       0       0        0   \n",
              "31650      0           0       0        0          0       0       0        0   \n",
              "31651      0           0       0        0          0       0       0        0   \n",
              "31652      0           0       0        0          0       0       0        0   \n",
              "\n",
              "       stickeen  stickley  stieglitz  stienstra  stigma  stigmatization  \\\n",
              "0             0         0          0          0       0               0   \n",
              "1             0         0          0          0       0               0   \n",
              "2             0         0          0          0       0               0   \n",
              "3             0         0          0          0       0               0   \n",
              "4             0         0          0          0       0               0   \n",
              "...         ...       ...        ...        ...     ...             ...   \n",
              "31648         0         0          0          0       0               0   \n",
              "31649         0         0          0          0       0               0   \n",
              "31650         0         0          0          0       0               0   \n",
              "31651         0         0          0          0       0               0   \n",
              "31652         0         0          0          0       0               0   \n",
              "\n",
              "       still  stillbirth  stiller  stilton  stimson  stitch  stock  \\\n",
              "0          0           0        0        0        0       0      0   \n",
              "1          0           0        0        0        0       0      0   \n",
              "2          0           0        0        0        0       0      0   \n",
              "3          0           0        0        0        0       0      0   \n",
              "4          0           0        0        0        0       0      0   \n",
              "...      ...         ...      ...      ...      ...     ...    ...   \n",
              "31648      0           0        0        0        0       0      0   \n",
              "31649      0           0        0        0        0       0      0   \n",
              "31650      0           0        0        0        0       0      0   \n",
              "31651      0           0        0        0        0       0      0   \n",
              "31652      0           0        0        0        0       0      0   \n",
              "\n",
              "       stockbrokers  stockhausen  stockholm  stocks  stocznia  stoics  stoker  \\\n",
              "0                 0            0          0       0         0       0       0   \n",
              "1                 0            0          0       0         0       0       0   \n",
              "2                 0            0          0       0         0       0       0   \n",
              "3                 0            0          0       0         0       0       0   \n",
              "4                 0            0          0       0         0       0       0   \n",
              "...             ...          ...        ...     ...       ...     ...     ...   \n",
              "31648             0            0          0       0         0       0       0   \n",
              "31649             0            0          0       0         0       0       0   \n",
              "31650             0            0          0       0         0       0       0   \n",
              "31651             0            0          0       0         0       0       0   \n",
              "31652             0            0          0       0         0       0       0   \n",
              "\n",
              "       stone  stonecutters  stonehenge  stonemasonry  stonemasons  stoner  \\\n",
              "0          0             0           0             0            0       0   \n",
              "1          0             0           0             0            0       0   \n",
              "2          0             0           0             0            0       0   \n",
              "3          0             0           0             0            0       0   \n",
              "4          0             0           0             0            0       0   \n",
              "...      ...           ...         ...           ...          ...     ...   \n",
              "31648      0             0           0             0            0       0   \n",
              "31649      0             0           0             0            0       0   \n",
              "31650      0             0           0             0            0       0   \n",
              "31651      0             0           0             0            0       0   \n",
              "31652      0             0           0             0            0       0   \n",
              "\n",
              "       stones  stonewall  stooges  storace  storage  store  stores  stories  \\\n",
              "0           0          0        0        0        0      0       0        0   \n",
              "1           0          0        0        0        0      0       0        0   \n",
              "2           0          0        0        0        0      0       0        0   \n",
              "3           0          0        0        0        0      0       0        2   \n",
              "4           0          0        0        0        0      0       0        0   \n",
              "...       ...        ...      ...      ...      ...    ...     ...      ...   \n",
              "31648       0          0        0        0        0      0       0        0   \n",
              "31649       0          0        0        0        0      0       0        0   \n",
              "31650       0          0        0        0        0      0       0        0   \n",
              "31651       0          0        0        0        0      0       0        0   \n",
              "31652       0          0        0        0        0      0       0        0   \n",
              "\n",
              "       storms  story  storytellers  storytelling  stovall  stoves  stowaways  \\\n",
              "0           0      0             0             0        0       0          0   \n",
              "1           0      0             0             0        0       0          0   \n",
              "2           0      0             0             0        0       0          0   \n",
              "3           0      0             0             0        0       0          0   \n",
              "4           0      0             0             0        0       0          0   \n",
              "...       ...    ...           ...           ...      ...     ...        ...   \n",
              "31648       0      0             0             0        0       0          0   \n",
              "31649       0      0             0             0        0       0          0   \n",
              "31650       0      0             0             0        0       0          0   \n",
              "31651       0      0             0             0        0       0          0   \n",
              "31652       0      0             0             0        0       0          0   \n",
              "\n",
              "       strachey  stradivari  strand  strange  strangers  strangling  \\\n",
              "0             0           0       0        0          0           0   \n",
              "1             0           0       0        0          0           0   \n",
              "2             0           0       0        0          0           0   \n",
              "3             0           0       0        0          0           0   \n",
              "4             0           0       0        0          0           0   \n",
              "...         ...         ...     ...      ...        ...         ...   \n",
              "31648         0           0       0        0          0           0   \n",
              "31649         0           0       0        0          0           0   \n",
              "31650         0           0       0        0          0           0   \n",
              "31651         0           0       0        0          0           0   \n",
              "31652         0           0       0        0          0           0   \n",
              "\n",
              "       strategic  strategy  stratigraphic  stravinsky  straw  strawberries  \\\n",
              "0              0         0              0           0      0             0   \n",
              "1              0         0              0           0      0             0   \n",
              "2              0         0              0           0      0             0   \n",
              "3              0         0              0           0      0             0   \n",
              "4              0         0              0           0      0             0   \n",
              "...          ...       ...            ...         ...    ...           ...   \n",
              "31648          0         0              0           0      0             0   \n",
              "31649          0         0              0           0      0             0   \n",
              "31650          0         0              0           0      0             0   \n",
              "31651          0         0              0           0      0             0   \n",
              "31652          0         0              0           0      0             0   \n",
              "\n",
              "       stream  street  streetcars  streets  strength  strengthening  stress  \\\n",
              "0           0       0           0        0         0              0       0   \n",
              "1           0       0           0        0         0              0       0   \n",
              "2           0       0           0        0         0              0       0   \n",
              "3           0       0           0        0         0              0       0   \n",
              "4           0       0           0        0         0              0       0   \n",
              "...       ...     ...         ...      ...       ...            ...     ...   \n",
              "31648       0       0           0        0         0              0       0   \n",
              "31649       0       0           0        0         0              0       0   \n",
              "31650       0       0           0        0         0              0       0   \n",
              "31651       0       0           0        0         0              0       0   \n",
              "31652       0       0           0        0         0              0       0   \n",
              "\n",
              "       stretching  strike  strikes  string  stringed  stringer  strip  strips  \\\n",
              "0               0       0        0       0         0         0      0       0   \n",
              "1               0       0        0       0         0         0      0       0   \n",
              "2               0       0        0       0         0         0      0       0   \n",
              "3               0       0        0       0         0         0      0       0   \n",
              "4               0       0        0       0         0         0      0       0   \n",
              "...           ...     ...      ...     ...       ...       ...    ...     ...   \n",
              "31648           0       0        0       0         0         0      0       0   \n",
              "31649           0       0        0       0         0         0      0       0   \n",
              "31650           0       0        0       0         0         0      0       0   \n",
              "31651           0       0        0       0         0         0      0       2   \n",
              "31652           0       0        0       0         0         0      0       0   \n",
              "\n",
              "       stripteasers  strong  structural  structuralism  structure  structures  \\\n",
              "0                 0       0           0              0          0           0   \n",
              "1                 0       0           0              0          0           0   \n",
              "2                 0       0           0              0          0           0   \n",
              "3                 0       0           0              0          0           0   \n",
              "4                 0       0           0              0          0           0   \n",
              "...             ...     ...         ...            ...        ...         ...   \n",
              "31648             0       0           0              0          0           0   \n",
              "31649             0       0           0              0          0           0   \n",
              "31650             0       0           0              0          0           0   \n",
              "31651             0       0           0              0          0           0   \n",
              "31652             0       0           0              0          0           0   \n",
              "\n",
              "       stuart  student  students  studies  studio  studios  study  stuffed  \\\n",
              "0           0        0         0        0       0        0      0        0   \n",
              "1           0        0         0        0       0        0      0        0   \n",
              "2           0        0         0        0       0        0      0        0   \n",
              "3           0        0         0        0       0        0      0        0   \n",
              "4           0        0         0        0       0        0      0        0   \n",
              "...       ...      ...       ...      ...     ...      ...    ...      ...   \n",
              "31648       0        0         0        0       0        0      0        0   \n",
              "31649       0        0         0        0       0        0      0        0   \n",
              "31650       0        0         0        0       0        0      0        0   \n",
              "31651       0        0         0        0       0        0      0        0   \n",
              "31652       0        0         0        0       0        0      0        0   \n",
              "\n",
              "       stunt  stupidity  sturges  sturgis  stuttering  style  styles  su  sub  \\\n",
              "0          0          0        0        0           0      0       0   0    0   \n",
              "1          0          0        0        0           0      0       0   0    0   \n",
              "2          0          0        0        0           0      0       0   0    0   \n",
              "3          0          0        0        0           0      0       0   0    0   \n",
              "4          0          0        0        0           0      0       0   0    0   \n",
              "...      ...        ...      ...      ...         ...    ...     ...  ..  ...   \n",
              "31648      0          0        0        0           0      0       0   0    0   \n",
              "31649      0          0        0        0           0      0       0   0    0   \n",
              "31650      0          0        0        0           0      0       0   0    0   \n",
              "31651      0          0        0        0           0      0       0   0    0   \n",
              "31652      0          0        0        0           0      0       0   0    0   \n",
              "\n",
              "       subcommittee  subconsciousness  subculture  subdivision  suberman  \\\n",
              "0                 0                 0           0            0         0   \n",
              "1                 0                 0           0            0         0   \n",
              "2                 0                 0           0            0         0   \n",
              "3                 0                 0           0            0         0   \n",
              "4                 0                 0           0            0         0   \n",
              "...             ...               ...         ...          ...       ...   \n",
              "31648             0                 0           0            0         0   \n",
              "31649             0                 0           0            0         0   \n",
              "31650             0                 0           0            0         0   \n",
              "31651             0                 0           0            0         0   \n",
              "31652             0                 0           0            0         0   \n",
              "\n",
              "       subic  subject  subjectivity  submarine  submarines  substance  \\\n",
              "0          0        0             0          0           0          0   \n",
              "1          0        0             0          0           0          0   \n",
              "2          0        0             0          0           0          0   \n",
              "3          0        0             0          0           0          0   \n",
              "4          0        0             0          0           0          0   \n",
              "...      ...      ...           ...        ...         ...        ...   \n",
              "31648      0        0             0          0           0          0   \n",
              "31649      0        0             0          0           0          0   \n",
              "31650      0        0             0          0           0          0   \n",
              "31651      0        0             0          0           0          0   \n",
              "31652      0        0             0          0           0          0   \n",
              "\n",
              "       substances  substitute  subterranean  subtraction  suburban  suburbs  \\\n",
              "0               0           0             0            0         0        0   \n",
              "1               0           0             0            0         0        0   \n",
              "2               0           0             0            0         0        0   \n",
              "3               0           0             0            0         0        0   \n",
              "4               0           0             0            0         0        0   \n",
              "...           ...         ...           ...          ...       ...      ...   \n",
              "31648           0           0             0            0         0        0   \n",
              "31649           0           0             0            0         0        0   \n",
              "31650           0           0             0            0         0        0   \n",
              "31651           0           0             0            0         0        0   \n",
              "31652           0           0             0            0         0        0   \n",
              "\n",
              "       subversive  subways  success  successful  succession  succulent  sudan  \\\n",
              "0               0        0        0           0           0          0      0   \n",
              "1               0        0        0           0           0          0      0   \n",
              "2               0        0        0           0           0          0      0   \n",
              "3               0        0        0           0           0          0      0   \n",
              "4               0        0        0           0           0          0      0   \n",
              "...           ...      ...      ...         ...         ...        ...    ...   \n",
              "31648           0        0        0           0           0          0      0   \n",
              "31649           0        0        0           0           0          0      0   \n",
              "31650           0        0        0           0           0          0      0   \n",
              "31651           0        0        0           0           0          0      0   \n",
              "31652           0        0        0           0           0          0      0   \n",
              "\n",
              "       sudden  sue  suffering  suffolk  suffrage  suffragists  sufi  sufism  \\\n",
              "0           0    0          0        0         0            0     0       0   \n",
              "1           0    0          0        0         0            0     0       0   \n",
              "2           0    0          0        0         0            0     0       0   \n",
              "3           0    0          0        0         0            0     0       0   \n",
              "4           0    0          0        0         0            0     0       0   \n",
              "...       ...  ...        ...      ...       ...          ...   ...     ...   \n",
              "31648       0    0          0        0         0            0     0       0   \n",
              "31649       0    0          0        0         0            0     0       0   \n",
              "31650       0    0          0        0         0            0     0       0   \n",
              "31651       0    0          0        0         0            0     0       0   \n",
              "31652       0    0          0        0         0            0     0       0   \n",
              "\n",
              "       sugar  suggestion  suggestive  suh  suicidal  suicide  suidae  suites  \\\n",
              "0          0           0           0    0         0        0       0       0   \n",
              "1          0           0           0    0         0        0       0       0   \n",
              "2          0           0           0    0         0        0       0       0   \n",
              "3          0           0           0    0         0        0       0       0   \n",
              "4          0           0           0    0         0        0       0       0   \n",
              "...      ...         ...         ...  ...       ...      ...     ...     ...   \n",
              "31648      0           0           0    0         0        0       0       0   \n",
              "31649      0           0           0    0         0        0       0       0   \n",
              "31650      0           0           0    0         0        0       0       0   \n",
              "31651      0           0           0    0         0        0       0       0   \n",
              "31652      0           0           0    0         0        0       0       0   \n",
              "\n",
              "       sulfone  suling  sulla  sullivan  sullivans  sulpice  sultan  sultans  \\\n",
              "0            0       0      0         0          0        0       0        0   \n",
              "1            0       0      0         0          0        0       0        0   \n",
              "2            0       0      0         0          0        0       0        0   \n",
              "3            0       0      0         0          0        0       0        0   \n",
              "4            0       0      0         0          0        0       0        0   \n",
              "...        ...     ...    ...       ...        ...      ...     ...      ...   \n",
              "31648        0       0      0         0          0        0       0        0   \n",
              "31649        0       0      0         0          0        0       0        0   \n",
              "31650        0       0      0         0          0        0       0        0   \n",
              "31651        0       0      0         0          0        0       0        0   \n",
              "31652        0       0      0         0          0        0       0        0   \n",
              "\n",
              "       sum  sumatra  sumerians  summer  sumner  sumo  sun  sunday  sunflowers  \\\n",
              "0        0        0          0       0       0     0    0       0           0   \n",
              "1        0        0          0       0       0     0    0       0           0   \n",
              "2        0        0          0       0       0     0    0       0           0   \n",
              "3        0        0          0       0       0     0    0       0           0   \n",
              "4        0        0          0       0       0     0    0       0           0   \n",
              "...    ...      ...        ...     ...     ...   ...  ...     ...         ...   \n",
              "31648    0        0          0       0       0     0    0       0           0   \n",
              "31649    0        0          0       0       0     0    0       0           0   \n",
              "31650    0        0          0       0       0     0    0       0           0   \n",
              "31651    0        0          0       0       0     0    0       0           0   \n",
              "31652    0        0          0       0       0     0    0       0           0   \n",
              "\n",
              "       sunny  sunset  super  superhero  superheroes  superhighway  \\\n",
              "0          0       0      0          0            0             0   \n",
              "1          0       0      0          0            0             0   \n",
              "2          0       0      0          0            0             0   \n",
              "3          0       0      0          0            0             0   \n",
              "4          0       0      0          0            0             0   \n",
              "...      ...     ...    ...        ...          ...           ...   \n",
              "31648      0       0      0          0            0             0   \n",
              "31649      0       0      0          0            0             0   \n",
              "31650      0       0      0          0            0             0   \n",
              "31651      0       0      0          0            0             0   \n",
              "31652      0       0      0          0            0             0   \n",
              "\n",
              "       superintendent  superintendents  superman  supernatural  supernovae  \\\n",
              "0                   0                0         0             0           0   \n",
              "1                   0                0         0             0           0   \n",
              "2                   0                0         0             0           0   \n",
              "3                   0                0         0             0           0   \n",
              "4                   0                0         0             0           0   \n",
              "...               ...              ...       ...           ...         ...   \n",
              "31648               0                0         0             0           0   \n",
              "31649               0                0         0             0           0   \n",
              "31650               0                0         0             0           0   \n",
              "31651               0                0         0             0           0   \n",
              "31652               0                0         0             0           0   \n",
              "\n",
              "       supersonics  superstition  superstring  superv  supervision  \\\n",
              "0                0             0            0       0            0   \n",
              "1                0             0            0       0            0   \n",
              "2                0             0            0       0            0   \n",
              "3                0             0            0       0            0   \n",
              "4                0             0            0       0            0   \n",
              "...            ...           ...          ...     ...          ...   \n",
              "31648            0             0            0       0            0   \n",
              "31649            0             0            0       0            0   \n",
              "31650            0             0            0       0            0   \n",
              "31651            0             0            0       0            0   \n",
              "31652            0             0            0       0            0   \n",
              "\n",
              "       supervisors  supper  suppers  supplements  supplies  supply  support  \\\n",
              "0                0       0        0            0         0       0        0   \n",
              "1                0       0        0            0         0       0        0   \n",
              "2                0       0        0            0         0       0        0   \n",
              "3                0       0        0            0         0       0        0   \n",
              "4                0       0        0            0         0       0        0   \n",
              "...            ...     ...      ...          ...       ...     ...      ...   \n",
              "31648            0       0        0            0         0       0        0   \n",
              "31649            0       0        0            0         0       0        0   \n",
              "31650            0       0        0            0         0       0        0   \n",
              "31651            0       0        0            0         0       0        0   \n",
              "31652            0       0        0            0         0       0        0   \n",
              "\n",
              "       supremacy  suprematism  supreme  suquamish  sur  surajprasad  surface  \\\n",
              "0              0            0        0          0    0            0        0   \n",
              "1              0            0        0          0    0            0        0   \n",
              "2              0            0        0          0    0            0        0   \n",
              "3              0            0        0          0    0            0        0   \n",
              "4              0            0        0          0    0            0        0   \n",
              "...          ...          ...      ...        ...  ...          ...      ...   \n",
              "31648          0            0        0          0    0            0        0   \n",
              "31649          0            0        0          0    0            0        0   \n",
              "31650          0            0        0          0    0            0        0   \n",
              "31651          0            0        0          0    0            0        0   \n",
              "31652          0            0        0          0    0            0        0   \n",
              "\n",
              "       surfaces  surfers  surfing  surgeons  surgery  surrealism  surrogate  \\\n",
              "0             0        0        0         0        0           0          0   \n",
              "1             0        0        0         0        0           0          0   \n",
              "2             0        0        0         0        0           0          0   \n",
              "3             0        0        0         0        0           0          0   \n",
              "4             0        0        0         0        0           0          0   \n",
              "...         ...      ...      ...       ...      ...         ...        ...   \n",
              "31648         0        0        0         0        0           0          0   \n",
              "31649         0        0        0         0        0           0          0   \n",
              "31650         0        0        0         0        0           0          0   \n",
              "31651         0        0        0         0        0           0          0   \n",
              "31652         0        0        0         0        0           0          0   \n",
              "\n",
              "       surveillance  surveying  surveys  survival  survivor  survivors  susan  \\\n",
              "0                 0          0        0         0         0          0      0   \n",
              "1                 0          0        0         0         0          0      0   \n",
              "2                 0          0        0         0         0          0      0   \n",
              "3                 0          0        0         0         0          0      0   \n",
              "4                 0          0        0         0         0          0      0   \n",
              "...             ...        ...      ...       ...       ...        ...    ...   \n",
              "31648             0          0        0         0         0          0      0   \n",
              "31649             0          0        0         0         0          0      0   \n",
              "31650             0          0        0         0         0          0      0   \n",
              "31651             0          0        0         0         0          0      0   \n",
              "31652             0          0        0         0         0          0      0   \n",
              "\n",
              "       susanna  sushi  suspense  sussex  sustainable  sutherland  suttapitaka  \\\n",
              "0            0      0         0       0            0           0            0   \n",
              "1            0      0         0       0            0           0            0   \n",
              "2            0      0         0       0            0           0            0   \n",
              "3            0      0         0       0            0           0            0   \n",
              "4            0      0         0       0            0           0            0   \n",
              "...        ...    ...       ...     ...          ...         ...          ...   \n",
              "31648        0      0         0       0            0           0            0   \n",
              "31649        0      0         0       0            0           0            0   \n",
              "31650        0      0         0       0            0           0            0   \n",
              "31651        0      0         0       0            0           0            0   \n",
              "31652        0      0         0       0            0           0            0   \n",
              "\n",
              "       suzanne  suzuki  svarocisa  sviashchennaia  sviatoslav  swahili  swamp  \\\n",
              "0            0       0          0               0           0        0      0   \n",
              "1            0       0          0               0           0        0      0   \n",
              "2            0       0          0               0           0        0      0   \n",
              "3            0       0          0               0           0        0      0   \n",
              "4            0       0          0               0           0        0      0   \n",
              "...        ...     ...        ...             ...         ...      ...    ...   \n",
              "31648        0       0          0               0           0        0      0   \n",
              "31649        0       0          0               0           0        0      0   \n",
              "31650        0       0          0               0           0        0      0   \n",
              "31651        0       0          0               0           0        0      0   \n",
              "31652        0       0          0               0           0        0      0   \n",
              "\n",
              "       swamps  swan  swans  swanson  swashbuckler  sweaters  sweatshops  \\\n",
              "0           0     0      0        0             0         0           0   \n",
              "1           0     0      0        0             0         0           0   \n",
              "2           0     0      0        0             0         0           0   \n",
              "3           0     0      0        0             0         0           0   \n",
              "4           0     0      0        0             0         0           0   \n",
              "...       ...   ...    ...      ...           ...       ...         ...   \n",
              "31648       0     0      0        0             0         0           0   \n",
              "31649       0     0      0        0             0         0           0   \n",
              "31650       0     0      0        0             0         0           0   \n",
              "31651       0     0      0        0             0         0           0   \n",
              "31652       0     0      0        0             0         0           0   \n",
              "\n",
              "       sweden  swedenborg  swedish  sweeney  sweeny  sweet  sweetness  \\\n",
              "0           0           0        0        0       0      0          0   \n",
              "1           0           0        0        0       0      0          0   \n",
              "2           0           0        0        0       0      0          0   \n",
              "3           0           0        0        0       0      0          0   \n",
              "4           0           0        0        0       0      0          0   \n",
              "...       ...         ...      ...      ...     ...    ...        ...   \n",
              "31648       0           0        0        0       0      0          0   \n",
              "31649       0           0        0        0       0      0          0   \n",
              "31650       0           0        0        0       0      0          0   \n",
              "31651       0           0        0        0       0      0          0   \n",
              "31652       0           0        0        0       0      0          0   \n",
              "\n",
              "       swensen  swift  swimmers  swimming  swinbrooke  swindlers  swindling  \\\n",
              "0            0      0         0         0           0          0          0   \n",
              "1            0      0         0         0           0          0          0   \n",
              "2            0      0         0         0           0          0          0   \n",
              "3            0      0         0         0           0          0          0   \n",
              "4            0      0         0         0           0          0          0   \n",
              "...        ...    ...       ...       ...         ...        ...        ...   \n",
              "31648        0      0         0         0           0          0          0   \n",
              "31649        0      0         0         0           0          0          0   \n",
              "31650        0      0         0         0           0          0          0   \n",
              "31651        0      0         0         0           0          0          0   \n",
              "31652        0      0         0         0           0          0          0   \n",
              "\n",
              "       swine  swing  swiss  switched  switching  switzerland  swofford  \\\n",
              "0          0      0      0         0          0            0         0   \n",
              "1          0      0      0         0          0            0         0   \n",
              "2          0      0      0         0          0            0         0   \n",
              "3          0      0      0         0          0            0         0   \n",
              "4          0      0      0         0          0            0         0   \n",
              "...      ...    ...    ...       ...        ...          ...       ...   \n",
              "31648      0      0      0         0          0            0         0   \n",
              "31649      0      0      0         0          0            0         0   \n",
              "31650      0      0      0         0          0            0         0   \n",
              "31651      0      0      0         0          0            0         0   \n",
              "31652      0      0      0         0          0            0         0   \n",
              "\n",
              "       swoopes  swordfish  swordplay  swords  swordsmen  sybille  \\\n",
              "0            0          0          0       0          0        0   \n",
              "1            0          0          0       0          0        0   \n",
              "2            0          0          0       0          0        0   \n",
              "3            0          0          0       0          0        0   \n",
              "4            0          0          0       0          0        0   \n",
              "...        ...        ...        ...     ...        ...      ...   \n",
              "31648        0          0          0       0          0        0   \n",
              "31649        0          0          0       0          0        0   \n",
              "31650        0          0          0       0          0        0   \n",
              "31651        0          0          0       0          0        0   \n",
              "31652        0          0          0       0          0        0   \n",
              "\n",
              "       sydenstricker  sydney  syllabi  sylvester  sylvia  sylvie  symbolic  \\\n",
              "0                  0       0        0          0       0       0         0   \n",
              "1                  0       0        0          0       0       0         0   \n",
              "2                  0       0        0          0       0       0         0   \n",
              "3                  0       0        0          0       0       0         0   \n",
              "4                  0       0        0          0       0       0         0   \n",
              "...              ...     ...      ...        ...     ...     ...       ...   \n",
              "31648              0       0        0          0       0       0         0   \n",
              "31649              0       0        0          0       0       0         0   \n",
              "31650              0       0        0          0       0       0         0   \n",
              "31651              0       0        0          0       0       0         0   \n",
              "31652              0       0        0          0       0       0         0   \n",
              "\n",
              "       symbolism  symbols  symmes  symmetry  symphonic  symphonies  symptoms  \\\n",
              "0              0        0       0         0          0           0         0   \n",
              "1              0        0       0         0          0           0         0   \n",
              "2              0        0       0         0          0           0         0   \n",
              "3              0        0       0         0          0           0         0   \n",
              "4              0        0       0         0          0           0         0   \n",
              "...          ...      ...     ...       ...        ...         ...       ...   \n",
              "31648          0        0       0         0          0           0         0   \n",
              "31649          0        0       0         0          0           0         0   \n",
              "31650          0        0       0         0          0           0         0   \n",
              "31651          0        0       0         0          0           0         0   \n",
              "31652          0        0       0         0          0           0         0   \n",
              "\n",
              "       synagogue  synagogues  sync  synchronization  synder  syndrome  \\\n",
              "0              0           0     0                0       0         0   \n",
              "1              0           0     0                0       0         0   \n",
              "2              0           0     0                0       0         0   \n",
              "3              0           0     0                0       0         0   \n",
              "4              0           0     0                0       0         0   \n",
              "...          ...         ...   ...              ...     ...       ...   \n",
              "31648          0           0     0                0       0         0   \n",
              "31649          0           0     0                0       0         0   \n",
              "31650          0           0     0                0       0         0   \n",
              "31651          0           0     0                0       0         0   \n",
              "31652          0           0     0                0       0         0   \n",
              "\n",
              "       syndromes  synesthesia  synonyms  syntax  synthesizer  syracuse  syria  \\\n",
              "0              0            0         0       0            0         0      0   \n",
              "1              0            0         0       0            0         0      0   \n",
              "2              0            0         0       0            0         0      0   \n",
              "3              0            0         0       0            0         0      0   \n",
              "4              0            0         0       0            0         0      0   \n",
              "...          ...          ...       ...     ...          ...       ...    ...   \n",
              "31648          0            0         0       0            0         0      0   \n",
              "31649          0            0         0       0            0         0      0   \n",
              "31650          0            0         0       0            0         0      0   \n",
              "31651          0            0         0       0            0         0      0   \n",
              "31652          0            0         0       0            0         0      0   \n",
              "\n",
              "       syrup  system  systems  sze  szilard  szpilman  tabasco  tabla  table  \\\n",
              "0          0       0        0    0        0         0        0      0      0   \n",
              "1          0       0        0    0        0         0        0      0      0   \n",
              "2          0       0        0    0        0         0        0      0      0   \n",
              "3          0       0        0    0        0         0        0      0      0   \n",
              "4          0       0        0    0        0         0        0      0      0   \n",
              "...      ...     ...      ...  ...      ...       ...      ...    ...    ...   \n",
              "31648      0       0        0    0        0         0        0      0      0   \n",
              "31649      0       0        0    0        0         0        0      0      0   \n",
              "31650      0       0        0    0        0         0        0      0      0   \n",
              "31651      0       0        0    0        0         0        0      0      0   \n",
              "31652      0       0        0    0        0         0        0      0      0   \n",
              "\n",
              "       tables  tableware  tabloid  taboo  tacitus  tactics  tadashi  tadasuke  \\\n",
              "0           0          0        0      0        0        0        0         0   \n",
              "1           0          0        0      0        0        0        0         0   \n",
              "2           0          0        0      0        0        0        0         0   \n",
              "3           0          0        0      0        0        0        0         0   \n",
              "4           0          0        0      0        0        0        0         0   \n",
              "...       ...        ...      ...    ...      ...      ...      ...       ...   \n",
              "31648       0          0        0      0        0        0        0         0   \n",
              "31649       0          0        0      0        0        0        0         0   \n",
              "31650       0          0        0      0        0        0        0         0   \n",
              "31651       0          0        0      0        0        0        0         0   \n",
              "31652       0          0        0      0        0        0        0         0   \n",
              "\n",
              "       tadema  tadeusz  tadpoles  tae  tafkidim  taft  tag  tagalog  \\\n",
              "0           0        0         0    0         0     0    0        0   \n",
              "1           0        0         0    0         0     0    0        0   \n",
              "2           0        0         0    0         0     0    0        0   \n",
              "3           0        0         0    0         0     0    0        0   \n",
              "4           0        0         0    0         0     0    0        0   \n",
              "...       ...      ...       ...  ...       ...   ...  ...      ...   \n",
              "31648       0        0         0    0         0     0    0        0   \n",
              "31649       0        0         0    0         0     0    0        0   \n",
              "31650       0        0         0    0         0     0    0        0   \n",
              "31651       0        0         0    0         0     0    0        0   \n",
              "31652       0        0         0    0         0     0    0        0   \n",
              "\n",
              "       tagliapietra  tagore  tah  tahiti  tahoe  tahrir  tai  tail  tailed  \\\n",
              "0                 0       0    0       0      0       0    0     0       0   \n",
              "1                 0       0    0       0      0       0    0     0       0   \n",
              "2                 0       0    0       0      0       0    0     0       0   \n",
              "3                 0       0    0       0      0       0    0     0       0   \n",
              "4                 0       0    0       0      0       0    0     0       0   \n",
              "...             ...     ...  ...     ...    ...     ...  ...   ...     ...   \n",
              "31648             0       0    0       0      0       0    0     0       0   \n",
              "31649             0       0    0       0      0       0    0     0       0   \n",
              "31650             0       0    0       0      0       0    0     0       0   \n",
              "31651             0       0    0       0      0       0    0     0       0   \n",
              "31652             0       0    0       0      0       0    0     0       0   \n",
              "\n",
              "       tailoring  tailors  taino  taiping  taiwan  taiwanese  takeda  takes  \\\n",
              "0              0        0      0        0       0          0       0      0   \n",
              "1              0        0      0        0       0          0       0      0   \n",
              "2              0        0      0        0       0          0       0      0   \n",
              "3              0        0      0        0       0          0       0      0   \n",
              "4              0        0      0        0       0          0       0      0   \n",
              "...          ...      ...    ...      ...     ...        ...     ...    ...   \n",
              "31648          0        0      0        0       0          0       0      0   \n",
              "31649          0        0      0        0       0          0       0      0   \n",
              "31650          0        0      0        0       0          0       0      0   \n",
              "31651          0        0      0        0       0          0       0      0   \n",
              "31652          0        0      0        0       0          0       0      0   \n",
              "\n",
              "       taking  tale  talent  tales  taliaferro  taliban  taliesin  talismans  \\\n",
              "0           0     0       0      0           0        0         0          0   \n",
              "1           0     0       0      0           0        0         0          0   \n",
              "2           0     0       0      0           0        0         0          0   \n",
              "3           0     0       0      0           0        0         0          0   \n",
              "4           0     0       0      0           0        0         0          0   \n",
              "...       ...   ...     ...    ...         ...      ...       ...        ...   \n",
              "31648       0     0       0      0           0        0         0          0   \n",
              "31649       0     0       0      0           0        0         0          0   \n",
              "31650       0     0       0      0           0        0         0          0   \n",
              "31651       0     0       0      1           0        0         0          0   \n",
              "31652       0     0       0      0           0        0         0          0   \n",
              "\n",
              "       talk  tall  tallulah  talmud  talmudic  tambura  tamil  tampa  tan  \\\n",
              "0         0     0         0       0         0        0      0      0    0   \n",
              "1         0     0         0       0         0        0      0      0    0   \n",
              "2         0     0         0       0         0        0      0      0    0   \n",
              "3         0     0         0       0         0        0      0      0    0   \n",
              "4         0     0         0       0         0        0      0      0    0   \n",
              "...     ...   ...       ...     ...       ...      ...    ...    ...  ...   \n",
              "31648     0     0         0       0         0        0      0      0    0   \n",
              "31649     0     0         0       0         0        0      0      0    0   \n",
              "31650     0     0         0       0         0        0      0      0    0   \n",
              "31651     0     0         0       0         0        0      0      0    0   \n",
              "31652     0     0         0       0         0        0      0      0    0   \n",
              "\n",
              "       tancred  tang  tangier  tango  tangos  tank  tankas  tanker  tanks  \\\n",
              "0            0     0        0      0       0     0       0       0      0   \n",
              "1            0     0        0      0       0     0       0       0      0   \n",
              "2            0     0        0      0       0     0       0       0      0   \n",
              "3            0     0        0      0       0     0       0       0      0   \n",
              "4            0     0        0      0       0     0       0       0      0   \n",
              "...        ...   ...      ...    ...     ...   ...     ...     ...    ...   \n",
              "31648        0     0        0      0       0     0       0       0      0   \n",
              "31649        0     0        0      0       0     0       0       0      0   \n",
              "31650        0     0        0      0       0     0       0       0      0   \n",
              "31651        0     0        0      0       0     0       0       0      0   \n",
              "31652        0     0        0      0       0     0       0       0      0   \n",
              "\n",
              "       tanner  tantamoq  tantric  tantrism  tanya  tanzania  taoism  taoist  \\\n",
              "0           0         0        0         0      0         0       0       0   \n",
              "1           0         0        0         0      0         0       0       0   \n",
              "2           0         0        0         0      0         0       0       0   \n",
              "3           0         0        0         0      0         0       0       0   \n",
              "4           0         0        0         0      0         0       0       0   \n",
              "...       ...       ...      ...       ...    ...       ...     ...     ...   \n",
              "31648       0         0        0         0      0         0       0       0   \n",
              "31649       0         0        0         0      0         0       0       0   \n",
              "31650       0         0        0         0      0         0       0       0   \n",
              "31651       0         0        0         0      0         0       0       0   \n",
              "31652       0         0        0         0      0         0       0       0   \n",
              "\n",
              "       taos  tap  tape  tapes  tapestries  tapestry  tar  tara  tarai  \\\n",
              "0         0    0     0      0           0         0    0     0      0   \n",
              "1         0    0     0      0           0         0    0     0      0   \n",
              "2         0    0     0      0           0         0    0     0      0   \n",
              "3         0    0     0      0           0         0    0     0      0   \n",
              "4         0    0     0      0           0         0    0     0      0   \n",
              "...     ...  ...   ...    ...         ...       ...  ...   ...    ...   \n",
              "31648     0    0     0      0           0         0    0     0      0   \n",
              "31649     0    0     0      0           0         0    0     0      0   \n",
              "31650     0    0     0      0           0         0    0     0      0   \n",
              "31651     0    0     0      0           0         0    0     0      0   \n",
              "31652     0    0     0      0           0         0    0     0      0   \n",
              "\n",
              "       tarantulas  taras  tarawa  tarbell  tardiness  target  tarot  tarzan  \\\n",
              "0               0      0       0        0          0       0      0       0   \n",
              "1               0      0       0        0          0       0      0       0   \n",
              "2               0      0       0        0          0       0      0       0   \n",
              "3               0      0       0        0          0       0      0       0   \n",
              "4               0      0       0        0          0       0      0       0   \n",
              "...           ...    ...     ...      ...        ...     ...    ...     ...   \n",
              "31648           0      0       0        0          0       0      0       0   \n",
              "31649           0      0       0        0          0       0      0       0   \n",
              "31650           0      0       0        0          0       0      0       0   \n",
              "31651           0      0       0        0          0       0      0       0   \n",
              "31652           0      0       0        0          0       0      0       0   \n",
              "\n",
              "       tasha  tashi  task  tasmania  tassi  tasso  taste  tasting  tat  tate  \\\n",
              "0          0      0     0         0      0      0      0        0    0     0   \n",
              "1          0      0     0         0      0      0      0        0    0     0   \n",
              "2          0      0     0         0      0      0      0        0    0     0   \n",
              "3          0      0     0         0      0      0      0        0    0     0   \n",
              "4          0      0     0         0      0      0      0        0    0     0   \n",
              "...      ...    ...   ...       ...    ...    ...    ...      ...  ...   ...   \n",
              "31648      0      0     0         0      0      0      0        0    0     0   \n",
              "31649      0      0     0         0      0      0      0        0    0     0   \n",
              "31650      0      0     0         0      0      0      0        0    0     0   \n",
              "31651      0      0     0         0      0      0      0        0    0     0   \n",
              "31652      0      0     0         0      0      0      0        0    0     0   \n",
              "\n",
              "       tatting  tattlin  tattooing  tatum  tauber  taverns  tavistock  tawny  \\\n",
              "0            0        0          0      0       0        0          0      0   \n",
              "1            0        0          0      0       0        0          0      0   \n",
              "2            0        0          0      0       0        0          0      0   \n",
              "3            0        0          0      0       0        0          0      0   \n",
              "4            0        0          0      0       0        0          0      0   \n",
              "...        ...      ...        ...    ...     ...      ...        ...    ...   \n",
              "31648        0        0          0      0       0        0          0      0   \n",
              "31649        0        0          0      0       0        0          0      0   \n",
              "31650        0        0          0      0       0        0          0      0   \n",
              "31651        0        0          0      0       0        0          0      0   \n",
              "31652        0        0          0      0       0        0          0      0   \n",
              "\n",
              "       tax  taxation  taxco  taxicab  taxicabs  tayler  taylor  tbol  tcp  te  \\\n",
              "0        0         0      0        0         0       0       0     0    0   0   \n",
              "1        0         0      0        0         0       0       0     0    0   0   \n",
              "2        0         0      0        0         0       0       0     0    0   0   \n",
              "3        0         0      0        0         0       0       0     0    0   0   \n",
              "4        0         0      0        0         0       0       0     0    0   0   \n",
              "...    ...       ...    ...      ...       ...     ...     ...   ...  ...  ..   \n",
              "31648    0         0      0        0         0       0       0     0    0   0   \n",
              "31649    0         0      0        0         0       0       0     0    0   0   \n",
              "31650    0         0      0        0         0       0       0     0    0   0   \n",
              "31651    0         0      0        0         0       0       0     0    0   0   \n",
              "31652    0         0      0        0         0       0       0     0    0   0   \n",
              "\n",
              "       tea  teacher  teachers  teaching  teachings  teagarden  team  teams  \\\n",
              "0        0        0         0         0          0          0     0      0   \n",
              "1        0        0         0         0          0          0     0      0   \n",
              "2        0        0         0         0          0          0     0      0   \n",
              "3        0        0         0         0          0          0     0      0   \n",
              "4        0        0         0         0          0          0     0      0   \n",
              "...    ...      ...       ...       ...        ...        ...   ...    ...   \n",
              "31648    0        0         0         0          0          0     0      0   \n",
              "31649    0        0         0         0          0          0     0      0   \n",
              "31650    0        0         0         0          0          0     0      0   \n",
              "31651    0        0         0         0          0          0     0      0   \n",
              "31652    0        0         0         0          0          0     0      0   \n",
              "\n",
              "       teamwork  teapots  tearooms  tears  teas  teasing  tebaldi  technical  \\\n",
              "0             0        0         0      0     0        0        0          0   \n",
              "1             0        0         0      0     0        0        0          0   \n",
              "2             0        0         0      0     0        0        0          0   \n",
              "3             0        0         0      0     0        0        0          0   \n",
              "4             0        0         0      0     0        0        0          0   \n",
              "...         ...      ...       ...    ...   ...      ...      ...        ...   \n",
              "31648         0        0         0      0     0        0        0          0   \n",
              "31649         0        0         0      0     0        0        0          0   \n",
              "31650         0        0         0      0     0        0        0          0   \n",
              "31651         0        0         0      0     0        0        0          0   \n",
              "31652         0        0         0      0     0        0        0          0   \n",
              "\n",
              "       technicians  technique  techniques  techno  technological  technology  \\\n",
              "0                0          0           0       0              0           0   \n",
              "1                0          0           0       0              0           0   \n",
              "2                0          0           0       0              0           0   \n",
              "3                0          0           0       0              0           0   \n",
              "4                0          0           0       0              0           0   \n",
              "...            ...        ...         ...     ...            ...         ...   \n",
              "31648            0          0           0       0              0           0   \n",
              "31649            0          0           0       0              0           0   \n",
              "31650            0          0           0       0              0           0   \n",
              "31651            0          0           0       0              0           0   \n",
              "31652            0          0           0       0              0           0   \n",
              "\n",
              "       tecumseh  ted  teddy  teeda  teenage  teenager  teenagers  teeth  \\\n",
              "0             0    0      0      0        0         0          0      0   \n",
              "1             0    0      0      0        0         0          0      0   \n",
              "2             0    0      0      0        0         0          0      0   \n",
              "3             0    0      0      0        0         0          0      0   \n",
              "4             0    0      0      0        0         0          0      0   \n",
              "...         ...  ...    ...    ...      ...       ...        ...    ...   \n",
              "31648         0    0      0      0        0         0          0      0   \n",
              "31649         0    0      0      0        0         0          0      0   \n",
              "31650         0    0      0      0        0         0          0      0   \n",
              "31651         0    0      0      0        0         0          0      0   \n",
              "31652         0    0      0      0        0         0          0      0   \n",
              "\n",
              "       tehran  tejano  tel  telecommunication  telegraphers  telemark  \\\n",
              "0           0       0    0                  0             0         0   \n",
              "1           0       0    0                  0             0         0   \n",
              "2           0       0    0                  0             0         0   \n",
              "3           0       0    0                  0             0         0   \n",
              "4           0       0    0                  0             0         0   \n",
              "...       ...     ...  ...                ...           ...       ...   \n",
              "31648       0       0    0                  0             0         0   \n",
              "31649       0       0    0                  0             0         0   \n",
              "31650       0       0    0                  0             0         0   \n",
              "31651       0       0    0                  0             0         0   \n",
              "31652       0       0    0                  0             0         0   \n",
              "\n",
              "       telemarketing  teleological  teleology  telepathy  telephone  \\\n",
              "0                  0             0          0          0          0   \n",
              "1                  0             0          0          0          0   \n",
              "2                  0             0          0          0          0   \n",
              "3                  0             0          0          0          0   \n",
              "4                  0             0          0          0          0   \n",
              "...              ...           ...        ...        ...        ...   \n",
              "31648              0             0          0          0          0   \n",
              "31649              0             0          0          0          0   \n",
              "31650              0             0          0          0          0   \n",
              "31651              0             0          0          0          0   \n",
              "31652              0             0          0          0          0   \n",
              "\n",
              "       telephones  telephony  teleportation  telescopes  teletubbies  \\\n",
              "0               0          0              0           0            0   \n",
              "1               0          0              0           0            0   \n",
              "2               0          0              0           0            0   \n",
              "3               0          0              0           0            0   \n",
              "4               0          0              0           0            0   \n",
              "...           ...        ...            ...         ...          ...   \n",
              "31648           0          0              0           0            0   \n",
              "31649           0          0              0           0            0   \n",
              "31650           0          0              0           0            0   \n",
              "31651           0          0              0           0            0   \n",
              "31652           0          0              0           0            0   \n",
              "\n",
              "       television  telfair  tell  teller  tellers  telling  temperament  \\\n",
              "0               0        0     0       0        0        0            0   \n",
              "1               0        0     0       0        0        0            0   \n",
              "2               0        0     0       0        0        0            0   \n",
              "3               0        0     0       0        0        0            0   \n",
              "4               0        0     0       0        0        0            0   \n",
              "...           ...      ...   ...     ...      ...      ...          ...   \n",
              "31648           0        0     0       0        0        0            0   \n",
              "31649           0        0     0       0        0        0            0   \n",
              "31650           0        0     0       0        0        0            0   \n",
              "31651           0        0     0       0        0        0            0   \n",
              "31652           0        0     0       0        0        0            0   \n",
              "\n",
              "       temperance  tempest  templar  templars  temple  temples  tempo  \\\n",
              "0               0        0        0         0       0        0      0   \n",
              "1               0        0        0         0       0        0      0   \n",
              "2               0        0        0         0       0        0      0   \n",
              "3               0        0        0         0       0        0      0   \n",
              "4               0        0        0         0       0        0      0   \n",
              "...           ...      ...      ...       ...     ...      ...    ...   \n",
              "31648           0        0        0         0       0        0      0   \n",
              "31649           0        0        0         0       0        0      0   \n",
              "31650           0        0        0         0       0        0      0   \n",
              "31651           0        0        0         0       0        0      0   \n",
              "31652           0        0        0         0       0        0      0   \n",
              "\n",
              "       temporal  ten  tenancy  tenant  tencendor  tenn  tennessee  tennis  \\\n",
              "0             0    0        0       0          0     0          0       0   \n",
              "1             0    0        0       0          0     0          0       0   \n",
              "2             0    0        0       0          0     0          0       0   \n",
              "3             0    0        0       0          0     0          0       0   \n",
              "4             0    0        0       0          0     0          0       0   \n",
              "...         ...  ...      ...     ...        ...   ...        ...     ...   \n",
              "31648         0    0        0       0          0     0          0       0   \n",
              "31649         0    0        0       0          0     0          0       0   \n",
              "31650         0    0        0       0          0     0          0       0   \n",
              "31651         0    0        0       0          0     0          0       0   \n",
              "31652         0    0        0       0          0     0          0       0   \n",
              "\n",
              "       tennison  tenors  tent  tenth  tenure  tenzing  tequila  teresa  terez  \\\n",
              "0             0       0     0      0       0        0        0       0      0   \n",
              "1             0       0     0      0       0        0        0       0      0   \n",
              "2             0       0     0      0       0        0        0       0      0   \n",
              "3             0       0     0      0       0        0        0       0      0   \n",
              "4             0       0     0      0       0        0        0       0      0   \n",
              "...         ...     ...   ...    ...     ...      ...      ...     ...    ...   \n",
              "31648         0       0     0      0       0        0        0       0      0   \n",
              "31649         0       0     0      0       0        0        0       0      0   \n",
              "31650         0       0     0      0       0        0        0       0      0   \n",
              "31651         0       0     0      0       0        0        0       0      0   \n",
              "31652         0       0     0      0       0        0        0       0      0   \n",
              "\n",
              "       term  terminal  terminally  terminals  terminology  termites  terms  \\\n",
              "0         0         0           0          0            0         0      0   \n",
              "1         0         0           0          0            0         0      0   \n",
              "2         0         0           0          0            0         0      0   \n",
              "3         0         0           0          0            0         0      0   \n",
              "4         0         0           0          0            0         0      0   \n",
              "...     ...       ...         ...        ...          ...       ...    ...   \n",
              "31648     0         0           0          0            0         0      0   \n",
              "31649     0         0           0          0            0         0      0   \n",
              "31650     0         0           0          0            0         0      0   \n",
              "31651     0         0           0          0            0         0      0   \n",
              "31652     0         0           0          0            0         0      0   \n",
              "\n",
              "       terra  terrain  terrier  terriers  territorial  territories  territory  \\\n",
              "0          0        0        0         0            0            0          0   \n",
              "1          0        0        0         0            0            0          0   \n",
              "2          0        0        0         0            0            0          0   \n",
              "3          0        0        0         0            0            0          0   \n",
              "4          0        0        0         0            0            0          0   \n",
              "...      ...      ...      ...       ...          ...          ...        ...   \n",
              "31648      0        0        0         0            0            0          0   \n",
              "31649      0        0        0         0            0            0          0   \n",
              "31650      0        0        0         0            0            0          0   \n",
              "31651      0        0        0         0            0            0          0   \n",
              "31652      0        0        0         0            0            0          0   \n",
              "\n",
              "       terror  terrorism  terrorist  terrorists  terry  tes  tesla  tess  \\\n",
              "0           0          0          0           0      0    0      0     0   \n",
              "1           0          0          0           0      0    0      0     0   \n",
              "2           0          0          0           0      0    0      0     0   \n",
              "3           0          0          0           0      0    0      0     0   \n",
              "4           0          0          0           0      0    0      0     0   \n",
              "...       ...        ...        ...         ...    ...  ...    ...   ...   \n",
              "31648       0          0          0           0      0    0      0     0   \n",
              "31649       0          0          0           0      0    0      0     0   \n",
              "31650       0          0          0           0      0    0      0     0   \n",
              "31651       0          0          0           0      0    0      0     0   \n",
              "31652       0          0          0           0      0    0      0     0   \n",
              "\n",
              "       test  testament  testimony  testing  tests  tesuji  teton  tetralogy  \\\n",
              "0         0          0          0        0      0       0      0          0   \n",
              "1         0          0          0        0      0       0      0          0   \n",
              "2         0          0          0        0      0       0      0          0   \n",
              "3         0          0          0        0      0       0      0          0   \n",
              "4         0          0          0        0      0       0      0          0   \n",
              "...     ...        ...        ...      ...    ...     ...    ...        ...   \n",
              "31648     0          0          0        0      0       0      0          0   \n",
              "31649     0          0          0        0      0       0      0          0   \n",
              "31650     0          0          0        0      0       0      0          0   \n",
              "31651     0          0          0        0      0       0      0          0   \n",
              "31652     0          0          0        0      0       0      0          0   \n",
              "\n",
              "       tetrazzini  tex  texas  text  textbooks  textile  textiles  texts  \\\n",
              "0               0    0      0     0          0        0         0      0   \n",
              "1               0    0      0     0          0        0         0      0   \n",
              "2               0    0      0     0          0        0         0      0   \n",
              "3               0    0      0     0          0        0         0      0   \n",
              "4               0    0      0     0          0        0         0      0   \n",
              "...           ...  ...    ...   ...        ...      ...       ...    ...   \n",
              "31648           0    0      0     0          0        0         0      0   \n",
              "31649           0    0      0     0          0        0         0      0   \n",
              "31650           0    0      0     0          0        0         0      0   \n",
              "31651           0    0      0     0          0        0         0      0   \n",
              "31652           0    0      0     0          0        0         0      0   \n",
              "\n",
              "       textual  texture  th  thackeray  thai  thailand  thames  thanatology  \\\n",
              "0            0        0   0          0     0         0       0            0   \n",
              "1            0        0   0          0     0         0       0            0   \n",
              "2            0        0   0          0     0         0       0            0   \n",
              "3            0        0   0          0     0         0       0            0   \n",
              "4            0        0   0          0     0         0       0            0   \n",
              "...        ...      ...  ..        ...   ...       ...     ...          ...   \n",
              "31648        0        0   0          0     0         0       0            0   \n",
              "31649        0        0   0          0     0         0       0            0   \n",
              "31650        0        0   0          0     0         0       0            0   \n",
              "31651        0        0   0          0     0         0       0            0   \n",
              "31652        0        0   0          0     0         0       0            0   \n",
              "\n",
              "       thanksgiving  thar  thayer  theater  theaters  theatre  theatrical  \\\n",
              "0                 0     0       0        0         0        0           0   \n",
              "1                 0     0       0        0         0        0           0   \n",
              "2                 0     0       0        0         0        0           0   \n",
              "3                 0     0       0        0         0        0           0   \n",
              "4                 0     0       0        0         0        0           0   \n",
              "...             ...   ...     ...      ...       ...      ...         ...   \n",
              "31648             0     0       0        0         0        0           0   \n",
              "31649             0     0       0        0         0        0           0   \n",
              "31650             0     0       0        0         0        0           0   \n",
              "31651             0     0       0        0         0        0           0   \n",
              "31652             0     0       0        0         0        0           0   \n",
              "\n",
              "       theft  thefts  theism  thelonious  thematic  theme  themes  theo  \\\n",
              "0          0       0       0           0         0      0       0     0   \n",
              "1          0       0       0           0         0      0       0     0   \n",
              "2          0       0       0           0         0      0       0     0   \n",
              "3          0       0       0           0         0      0       0     0   \n",
              "4          0       0       0           0         0      0       0     0   \n",
              "...      ...     ...     ...         ...       ...    ...     ...   ...   \n",
              "31648      0       0       0           0         0      0       0     0   \n",
              "31649      0       0       0           0         0      0       0     0   \n",
              "31650      0       0       0           0         0      0       0     0   \n",
              "31651      0       0       0           0         0      0       0     0   \n",
              "31652      0       0       0           0         0      0       0     0   \n",
              "\n",
              "       theodor  theodore  theologians  theology  theoren  theoretical  \\\n",
              "0            0         0            0         0        0            0   \n",
              "1            0         0            0         0        0            0   \n",
              "2            0         0            0         0        0            0   \n",
              "3            0         0            0         0        0            0   \n",
              "4            0         0            0         0        0            0   \n",
              "...        ...       ...          ...       ...      ...          ...   \n",
              "31648        0         0            0         0        0            0   \n",
              "31649        0         0            0         0        0            0   \n",
              "31650        0         0            0         0        0            0   \n",
              "31651        0         0            0         0        0            0   \n",
              "31652        0         0            0         0        0            0   \n",
              "\n",
              "       theories  theory  thera  therapeutic  therapeutics  therapies  \\\n",
              "0             0       0      0            0             0          0   \n",
              "1             0       0      0            0             0          0   \n",
              "2             0       0      0            0             0          0   \n",
              "3             0       0      0            0             0          0   \n",
              "4             0       0      0            0             0          0   \n",
              "...         ...     ...    ...          ...           ...        ...   \n",
              "31648         0       0      0            0             0          0   \n",
              "31649         0       0      0            0             0          0   \n",
              "31650         0       0      0            0             0          0   \n",
              "31651         0       0      0            0             0          0   \n",
              "31652         0       0      0            0             0          0   \n",
              "\n",
              "       therapist  therapists  therapy  thermodynamics  theroux  theseus  \\\n",
              "0              0           0        0               0        0        0   \n",
              "1              0           0        0               0        0        0   \n",
              "2              0           0        0               0        0        0   \n",
              "3              0           0        0               0        0        0   \n",
              "4              0           0        0               0        0        0   \n",
              "...          ...         ...      ...             ...      ...      ...   \n",
              "31648          0           0        0               0        0        0   \n",
              "31649          0           0        0               0        0        0   \n",
              "31650          0           0        0               0        0        0   \n",
              "31651          0           0        0               0        0        0   \n",
              "31652          0           0        0               0        0        0   \n",
              "\n",
              "       thiebaud  thieves  thing  thinking  thirties  thirty  thomas  thompson  \\\n",
              "0             0        0      0         0         0       0       0         0   \n",
              "1             0        0      0         0         0       0       0         0   \n",
              "2             0        0      0         0         0       0       0         0   \n",
              "3             0        0      0         0         0       0       0         0   \n",
              "4             0        0      0         1         0       0       0         0   \n",
              "...         ...      ...    ...       ...       ...     ...     ...       ...   \n",
              "31648         0        0      0         0         0       0       0         0   \n",
              "31649         0        0      0         0         0       0       0         0   \n",
              "31650         0        0      0         0         0       0       0         0   \n",
              "31651         0        0      0         0         0       0       0         0   \n",
              "31652         0        0      0         0         0       0       0         0   \n",
              "\n",
              "       thomson  thor  thoreau  thoris  thorn  thornton  thoroughbred  thorpe  \\\n",
              "0            0     0        0       0      0         0             0       0   \n",
              "1            0     0        0       0      0         0             0       0   \n",
              "2            0     0        0       0      0         0             0       0   \n",
              "3            0     0        0       0      0         0             0       0   \n",
              "4            0     0        0       0      0         0             0       0   \n",
              "...        ...   ...      ...     ...    ...       ...           ...     ...   \n",
              "31648        0     0        0       0      0         0             0       0   \n",
              "31649        0     0        0       0      0         0             0       0   \n",
              "31650        0     0        0       0      0         0             0       0   \n",
              "31651        0     0        0       0      0         0             0       0   \n",
              "31652        0     0        0       0      0         0             0       0   \n",
              "\n",
              "       thos  thought  threat  threats  three  thrillers  throat  \\\n",
              "0         0        0       0        0      0          0       0   \n",
              "1         0        0       0        0      0          0       0   \n",
              "2         0        0       0        0      0          0       0   \n",
              "3         0        0       0        0      0          0       0   \n",
              "4         0        1       0        0      0          0       0   \n",
              "...     ...      ...     ...      ...    ...        ...     ...   \n",
              "31648     0        0       0        0      0          0       0   \n",
              "31649     0        0       0        0      0          0       0   \n",
              "31650     0        0       0        0      0          0       0   \n",
              "31651     0        0       0        0      0          0       0   \n",
              "31652     0        0       0        0      0          0       0   \n",
              "\n",
              "       thromboangiitis  thrush  thugs  thumb  thumbprints  thunder  \\\n",
              "0                    0       0      0      0            0        0   \n",
              "1                    0       0      0      0            0        0   \n",
              "2                    0       0      0      0            0        0   \n",
              "3                    0       0      0      0            0        0   \n",
              "4                    0       0      0      0            0        0   \n",
              "...                ...     ...    ...    ...          ...      ...   \n",
              "31648                0       0      0      0            0        0   \n",
              "31649                0       0      0      0            0        0   \n",
              "31650                0       0      0      0            0        0   \n",
              "31651                0       0      0      0            0        0   \n",
              "31652                0       0      0      0            0        0   \n",
              "\n",
              "       thunderbird  thunderstorms  thurgood  thursday  thyagasamuthiram  \\\n",
              "0                0              0         0         0                 0   \n",
              "1                0              0         0         0                 0   \n",
              "2                0              0         0         0                 0   \n",
              "3                0              0         0         0                 0   \n",
              "4                0              0         0         0                 0   \n",
              "...            ...            ...       ...       ...               ...   \n",
              "31648            0              0         0         0                 0   \n",
              "31649            0              0         0         0                 0   \n",
              "31650            0              0         0         0                 0   \n",
              "31651            0              0         0         0                 0   \n",
              "31652            0              0         0         0                 0   \n",
              "\n",
              "       thylacine  thyroid  tiananmen  tibbett  tiberius  tibet  tibetan  \\\n",
              "0              0        0          0        0         0      0        0   \n",
              "1              0        0          0        0         0      0        0   \n",
              "2              0        0          0        0         0      0        0   \n",
              "3              0        0          0        0         0      0        0   \n",
              "4              0        0          0        0         0      0        0   \n",
              "...          ...      ...        ...      ...       ...    ...      ...   \n",
              "31648          0        0          0        0         0      0        0   \n",
              "31649          0        0          0        0         0      0        0   \n",
              "31650          0        0          0        0         0      0        0   \n",
              "31651          0        0          0        0         0      0        0   \n",
              "31652          0        0          0        0         0      0        0   \n",
              "\n",
              "       tibetans  tic  tica  tide  tie  tiep  tiffany  tiger  tigers  \\\n",
              "0             0    0     0     0    0     0        0      0       0   \n",
              "1             0    0     0     0    0     0        0      0       0   \n",
              "2             0    0     0     0    0     0        0      0       0   \n",
              "3             0    0     0     0    0     0        0      0       0   \n",
              "4             0    0     0     0    0     0        0      0       0   \n",
              "...         ...  ...   ...   ...  ...   ...      ...    ...     ...   \n",
              "31648         0    0     0     0    0     0        0      0       0   \n",
              "31649         0    0     0     0    0     0        0      0       0   \n",
              "31650         0    0     0     0    0     0        0      0       0   \n",
              "31651         0    0     0     0    0     0        0      0       0   \n",
              "31652         0    0     0     0    0     0        0      0       0   \n",
              "\n",
              "       tightrope  tigrinya  tigris  tikal  tilden  tile  tiles  tiling  till  \\\n",
              "0              0         0       0      0       0     0      0       0     0   \n",
              "1              0         0       0      0       0     0      0       0     0   \n",
              "2              0         0       0      0       0     0      0       0     0   \n",
              "3              0         0       0      0       0     0      0       0     0   \n",
              "4              0         0       0      0       0     0      0       0     0   \n",
              "...          ...       ...     ...    ...     ...   ...    ...     ...   ...   \n",
              "31648          0         0       0      0       0     0      0       0     0   \n",
              "31649          0         0       0      0       0     0      0       0     0   \n",
              "31650          0         0       0      0       0     0      0       0     0   \n",
              "31651          0         0       0      0       0     0      0       0     0   \n",
              "31652          0         0       0      0       0     0      0       0     0   \n",
              "\n",
              "       tim  timberlake  time  times  timor  timothy  timpani  timur  tin  \\\n",
              "0        0           0     0      0      0        0        0      0    0   \n",
              "1        0           0     0      0      0        0        0      0    0   \n",
              "2        0           0     0      0      0        0        0      0    0   \n",
              "3        0           0     0      0      0        0        0      0    0   \n",
              "4        0           0     0      0      0        0        0      0    0   \n",
              "...    ...         ...   ...    ...    ...      ...      ...    ...  ...   \n",
              "31648    0           0     0      0      0        0        0      0    0   \n",
              "31649    0           0     0      0      0        0        0      0    0   \n",
              "31650    0           0     0      0      0        0        0      0    0   \n",
              "31651    0           0     0      0      0        0        0      0    0   \n",
              "31652    0           0     0      0      0        0        0      0    0   \n",
              "\n",
              "       tina  tinkers  tintin  tintoretto  tipis  tipitaka  tipperary  tiptree  \\\n",
              "0         0        0       0           0      0         0          0        0   \n",
              "1         0        0       0           0      0         0          0        0   \n",
              "2         0        0       0           0      0         0          0        0   \n",
              "3         0        0       0           0      0         0          0        0   \n",
              "4         0        0       0           0      0         0          0        0   \n",
              "...     ...      ...     ...         ...    ...       ...        ...      ...   \n",
              "31648     0        0       0           0      0         0          0        0   \n",
              "31649     0        0       0           0      0         0          0        0   \n",
              "31650     0        0       0           0      0         0          0        0   \n",
              "31651     0        0       0           0      0         0          0        0   \n",
              "31652     0        0       0           0      0         0          0        0   \n",
              "\n",
              "       tissues  titanic  titian  tito  titus  tk  tlingit  toad  toads  \\\n",
              "0            0        0       0     0      0   0        0     0      0   \n",
              "1            0        0       0     0      0   0        0     0      0   \n",
              "2            0        0       0     0      0   0        0     0      0   \n",
              "3            0        0       0     0      0   0        0     0      0   \n",
              "4            0        0       0     0      0   0        0     0      0   \n",
              "...        ...      ...     ...   ...    ...  ..      ...   ...    ...   \n",
              "31648        0        0       0     0      0   0        0     0      0   \n",
              "31649        0        0       0     0      0   0        0     0      0   \n",
              "31650        0        0       0     0      0   0        0     0      0   \n",
              "31651        0        0       0     0      0   0        0     0      0   \n",
              "31652        0        0       0     0      0   0        0     0      0   \n",
              "\n",
              "       toasts  tobacco  tobago  tobias  toby  toccatas  todd  toddlers  toes  \\\n",
              "0           0        0       0       0     0         0     0         0     0   \n",
              "1           0        0       0       0     0         0     0         0     0   \n",
              "2           0        0       0       0     0         0     0         0     0   \n",
              "3           0        0       0       0     0         0     0         0     0   \n",
              "4           0        0       0       0     0         0     0         0     0   \n",
              "...       ...      ...     ...     ...   ...       ...   ...       ...   ...   \n",
              "31648       0        0       0       0     0         0     0         0     0   \n",
              "31649       0        0       0       0     0         0     0         0     0   \n",
              "31650       0        0       0       0     0         0     0         0     0   \n",
              "31651       0        0       0       0     0         0     0         0     0   \n",
              "31652       0        0       0       0     0         0     0         0     0   \n",
              "\n",
              "       tofu  togo  tohono  toilet  tokugawa  tokyo  tole  tolerance  tolerant  \\\n",
              "0         0     0       0       0         0      0     0          0         0   \n",
              "1         0     0       0       0         0      0     0          0         0   \n",
              "2         0     0       0       0         0      0     0          0         0   \n",
              "3         0     0       0       0         0      0     0          0         0   \n",
              "4         0     0       0       0         0      0     0          0         0   \n",
              "...     ...   ...     ...     ...       ...    ...   ...        ...       ...   \n",
              "31648     0     0       0       0         0      0     0          0         0   \n",
              "31649     0     0       0       0         0      0     0          0         0   \n",
              "31650     0     0       0       0         0      0     0          0         0   \n",
              "31651     0     0       0       0         0      0     0          0         0   \n",
              "31652     0     0       0       0         0      0     0          0         0   \n",
              "\n",
              "       toleration  tolkein  tolkien  tolliver  tolstoy  toltec  toltecs  tom  \\\n",
              "0               0        0        0         0        0       0        0    0   \n",
              "1               0        0        0         0        0       0        0    0   \n",
              "2               0        0        0         0        0       0        0    0   \n",
              "3               0        0        0         0        0       0        0    0   \n",
              "4               0        0        0         0        0       0        0    0   \n",
              "...           ...      ...      ...       ...      ...     ...      ...  ...   \n",
              "31648           0        0        0         0        0       0        0    0   \n",
              "31649           0        0        0         0        0       0        0    0   \n",
              "31650           0        0        0         0        0       0        0    0   \n",
              "31651           0        0        0         0        0       0        0    0   \n",
              "31652           0        0        0         0        0       0        0    0   \n",
              "\n",
              "       tomatoes  tomb  tombs  tomie  tommy  tompkins  tonga  tongue  tonight  \\\n",
              "0             0     0      0      0      0         0      0       0        0   \n",
              "1             0     0      0      0      0         0      0       0        0   \n",
              "2             0     0      0      0      0         0      0       0        0   \n",
              "3             0     0      0      0      0         0      0       0        0   \n",
              "4             0     0      0      0      0         0      0       0        0   \n",
              "...         ...   ...    ...    ...    ...       ...    ...     ...      ...   \n",
              "31648         0     0      0      0      0         0      0       0        0   \n",
              "31649         0     0      0      0      0         0      0       0        0   \n",
              "31650         0     0      0      0      0         0      0       0        0   \n",
              "31651         0     0      0      0      0         0      0       0        0   \n",
              "31652         0     0      0      0      0         0      0       0        0   \n",
              "\n",
              "       tonk  tonquin  tony  tool  toolkit  tools  tooronto  tooth  toothache  \\\n",
              "0         0        0     0     0        0      0         0      0          0   \n",
              "1         0        0     0     0        0      0         0      0          0   \n",
              "2         0        0     0     0        0      0         0      0          0   \n",
              "3         0        0     0     0        0      0         0      0          0   \n",
              "4         0        0     0     0        0      0         0      0          0   \n",
              "...     ...      ...   ...   ...      ...    ...       ...    ...        ...   \n",
              "31648     0        0     0     0        0      0         0      0          0   \n",
              "31649     0        0     0     0        0      0         0      0          0   \n",
              "31650     0        0     0     0        0      0         0      0          0   \n",
              "31651     0        0     0     0        0      0         0      0          0   \n",
              "31652     0        0     0     0        0      0         0      0          0   \n",
              "\n",
              "       topaz  topeka  topiary  topsail  torah  torie  tornadoes  toronto  \\\n",
              "0          0       0        0        0      0      0          0        0   \n",
              "1          0       0        0        0      0      0          0        0   \n",
              "2          0       0        0        0      0      0          0        0   \n",
              "3          0       0        0        0      0      0          0        0   \n",
              "4          0       0        0        0      0      0          0        0   \n",
              "...      ...     ...      ...      ...    ...    ...        ...      ...   \n",
              "31648      0       0        0        0      0      0          0        0   \n",
              "31649      0       0        0        0      0      0          0        0   \n",
              "31650      0       0        0        0      0      0          0        0   \n",
              "31651      0       0        0        0      0      0          0        0   \n",
              "31652      0       0        0        0      0      0          0        0   \n",
              "\n",
              "       torpedo  torquato  tortillas  tortugas  torture  tory  tosches  \\\n",
              "0            0         0          0         0        0     0        0   \n",
              "1            0         0          0         0        0     0        0   \n",
              "2            0         0          0         0        0     0        0   \n",
              "3            0         0          0         0        0     0        0   \n",
              "4            0         0          0         0        0     0        0   \n",
              "...        ...       ...        ...       ...      ...   ...      ...   \n",
              "31648        0         0          0         0        0     0        0   \n",
              "31649        0         0          0         0        0     0        0   \n",
              "31650        0         0          0         0        0     0        0   \n",
              "31651        0         0          0         0        0     0        0   \n",
              "31652        0         0          0         0        0     0        0   \n",
              "\n",
              "       toshusai  total  totalitarianism  tote  totem  totems  touch  touhy  \\\n",
              "0             0      0                0     0      0       0      0      0   \n",
              "1             0      0                0     0      0       0      0      0   \n",
              "2             0      0                0     0      0       0      0      0   \n",
              "3             0      0                0     0      0       0      0      0   \n",
              "4             0      0                0     0      0       0      0      0   \n",
              "...         ...    ...              ...   ...    ...     ...    ...    ...   \n",
              "31648         0      0                0     0      0       0      0      0   \n",
              "31649         0      0                0     0      0       0      0      0   \n",
              "31650         0      0                0     0      0       0      0      0   \n",
              "31651         0      0                0     0      0       0      0      0   \n",
              "31652         0      0                0     0      0       0      0      0   \n",
              "\n",
              "       toulouse  tour  tourette  touring  tourism  tourist  tourists  \\\n",
              "0             0     0         0        0        0        0         0   \n",
              "1             0     0         0        0        0        0         0   \n",
              "2             0     0         0        0        0        0         0   \n",
              "3             0     0         0        0        0        0         0   \n",
              "4             0     0         0        0        0        0         0   \n",
              "...         ...   ...       ...      ...      ...      ...       ...   \n",
              "31648         0     0         0        0        0        0         0   \n",
              "31649         0     0         0        0        0        0         0   \n",
              "31650         0     0         0        0        0        0         0   \n",
              "31651         0     0         0        0        0        0         0   \n",
              "31652         0     0         0        0        0        0         0   \n",
              "\n",
              "       tournament  tournaments  tours  toussaint  tower  towers  town  towns  \\\n",
              "0               0            0      0          0      0       0     0      0   \n",
              "1               0            0      0          0      0       0     0      0   \n",
              "2               0            0      0          0      0       0     0      0   \n",
              "3               0            0      0          0      0       0     0      0   \n",
              "4               0            0      0          0      0       0     0      0   \n",
              "...           ...          ...    ...        ...    ...     ...   ...    ...   \n",
              "31648           0            0      0          0      0       0     0      0   \n",
              "31649           0            0      0          0      0       0     0      0   \n",
              "31650           0            0      0          0      0       0     0      0   \n",
              "31651           0            0      0          0      0       0     0      0   \n",
              "31652           0            0      0          0      0       0     0      0   \n",
              "\n",
              "       townsend  toxicology  toy  toymakers  toys  trace  track  tracking  \\\n",
              "0             0           0    0          0     0      0      0         0   \n",
              "1             0           0    0          0     0      0      0         0   \n",
              "2             0           0    0          0     0      0      0         0   \n",
              "3             0           0    0          0     0      0      0         0   \n",
              "4             0           0    0          0     0      0      0         0   \n",
              "...         ...         ...  ...        ...   ...    ...    ...       ...   \n",
              "31648         0           0    0          0     0      0      0         0   \n",
              "31649         0           0    0          0     0      0      0         0   \n",
              "31650         0           0    0          0     0      0      0         0   \n",
              "31651         0           0    0          0     0      0      0         0   \n",
              "31652         0           0    0          0     0      0      0         0   \n",
              "\n",
              "       tracks  tract  tractor  tractors  tracy  trade  trademark  trademarks  \\\n",
              "0           0      0        0         0      0      0          0           0   \n",
              "1           0      0        0         0      0      0          0           0   \n",
              "2           0      0        0         0      0      0          0           0   \n",
              "3           0      0        0         0      0      0          0           0   \n",
              "4           0      0        0         0      0      0          0           0   \n",
              "...       ...    ...      ...       ...    ...    ...        ...         ...   \n",
              "31648       0      0        0         0      0      0          0           0   \n",
              "31649       0      0        0         0      0      0          0           0   \n",
              "31650       0      0        0         0      0      0          0           0   \n",
              "31651       0      0        0         0      0      0          0           0   \n",
              "31652       0      0        0         0      0      0          0           0   \n",
              "\n",
              "       traders  trades  tradescant  trading  tradition  traditional  \\\n",
              "0            0       0           0        0          0            0   \n",
              "1            0       0           0        0          0            0   \n",
              "2            0       0           0        0          0            0   \n",
              "3            0       0           0        0          0            0   \n",
              "4            0       0           0        0          0            0   \n",
              "...        ...     ...         ...      ...        ...          ...   \n",
              "31648        0       0           0        0          0            0   \n",
              "31649        0       0           0        0          0            0   \n",
              "31650        0       0           0        0          0            0   \n",
              "31651        0       0           0        0          0            0   \n",
              "31652        0       0           0        0          0            0   \n",
              "\n",
              "       trafalgar  traffic  tragedies  tragedy  tragicomedy  trail  trailer  \\\n",
              "0              0        0          0        0            0      0        0   \n",
              "1              0        0          0        0            0      0        0   \n",
              "2              0        0          0        0            0      0        0   \n",
              "3              0        0          0        0            0      0        0   \n",
              "4              0        0          0        0            0      0        0   \n",
              "...          ...      ...        ...      ...          ...    ...      ...   \n",
              "31648          0        0          0        0            0      0        0   \n",
              "31649          0        0          0        0            0      0        0   \n",
              "31650          0        0          0        0            0      0        0   \n",
              "31651          0        0          0        0            0      0        0   \n",
              "31652          0        0          0        0            0      0        0   \n",
              "\n",
              "       trailers  trailing  trails  train  trainers  training  trains  trait  \\\n",
              "0             0         0       0      0         0         0       0      0   \n",
              "1             0         0       0      0         0         0       0      0   \n",
              "2             0         0       0      0         0         0       0      0   \n",
              "3             0         0       0      0         0         0       0      0   \n",
              "4             0         0       0      0         0         0       0      0   \n",
              "...         ...       ...     ...    ...       ...       ...     ...    ...   \n",
              "31648         0         0       0      0         0         0       0      0   \n",
              "31649         0         0       0      0         0         0       0      0   \n",
              "31650         0         0       0      0         0         0       0      0   \n",
              "31651         0         0       0      0         0         0       0      0   \n",
              "31652         0         0       0      0         0         0       0      0   \n",
              "\n",
              "       tramps  tran  trance  trang  tranquilizing  trans  transatlantic  \\\n",
              "0           0     0       0      0              0      0              0   \n",
              "1           0     0       0      0              0      0              0   \n",
              "2           0     0       0      0              0      0              0   \n",
              "3           0     0       0      0              0      0              0   \n",
              "4           0     0       0      0              0      0              0   \n",
              "...       ...   ...     ...    ...            ...    ...            ...   \n",
              "31648       0     0       0      0              0      0              0   \n",
              "31649       0     0       0      0              0      0              0   \n",
              "31650       0     0       0      0              0      0              0   \n",
              "31651       0     0       0      0              0      0              0   \n",
              "31652       0     0       0      0              0      0              0   \n",
              "\n",
              "       transcendental  transcendentalism  transcriptions  transcultural  \\\n",
              "0                   0                  0               0              0   \n",
              "1                   0                  0               0              0   \n",
              "2                   0                  0               0              0   \n",
              "3                   0                  0               0              0   \n",
              "4                   0                  0               0              0   \n",
              "...               ...                ...             ...            ...   \n",
              "31648               0                  0               0              0   \n",
              "31649               0                  0               0              0   \n",
              "31650               0                  0               0              0   \n",
              "31651               0                  0               0              0   \n",
              "31652               0                  0               0              0   \n",
              "\n",
              "       transfer  transfers  transformation  transistor  transit  transition  \\\n",
              "0             0          0               0           0        0           0   \n",
              "1             0          0               0           0        0           0   \n",
              "2             0          0               0           0        0           0   \n",
              "3             0          0               0           0        0           0   \n",
              "4             0          0               0           0        0           0   \n",
              "...         ...        ...             ...         ...      ...         ...   \n",
              "31648         0          0               0           0        0           0   \n",
              "31649         0          0               0           0        0           0   \n",
              "31650         0          0               0           0        0           0   \n",
              "31651         0          0               0           0        0           0   \n",
              "31652         0          0               0           0        0           0   \n",
              "\n",
              "       translating  translations  translators  transliteration  transmission  \\\n",
              "0                0             0            0                0             0   \n",
              "1                0             0            0                0             0   \n",
              "2                0             0            0                0             0   \n",
              "3                0             0            0                0             0   \n",
              "4                0             0            0                0             0   \n",
              "...            ...           ...          ...              ...           ...   \n",
              "31648            0             0            0                0             0   \n",
              "31649            0             0            0                0             0   \n",
              "31650            0             0            0                0             0   \n",
              "31651            0             0            0                0             0   \n",
              "31652            0             0            0                0             0   \n",
              "\n",
              "       transmitted  transnational  transpacific  transpersonal  transplant  \\\n",
              "0                0              0             0              0           0   \n",
              "1                0              0             0              0           0   \n",
              "2                0              0             0              0           0   \n",
              "3                0              0             0              0           0   \n",
              "4                0              0             0              0           0   \n",
              "...            ...            ...           ...            ...         ...   \n",
              "31648            0              0             0              0           0   \n",
              "31649            0              0             0              0           0   \n",
              "31650            0              0             0              0           0   \n",
              "31651            0              0             0              0           0   \n",
              "31652            0              0             0              0           0   \n",
              "\n",
              "       transplantation  transport  transportation  transports  transsexualism  \\\n",
              "0                    0          0               0           0               0   \n",
              "1                    0          0               0           0               0   \n",
              "2                    0          0               0           0               0   \n",
              "3                    0          0               0           0               0   \n",
              "4                    0          0               0           0               0   \n",
              "...                ...        ...             ...         ...             ...   \n",
              "31648                0          0               0           0               0   \n",
              "31649                0          0               0           0               0   \n",
              "31650                0          0               0           0               0   \n",
              "31651                0          0               0           0               0   \n",
              "31652                0          0               0           0               0   \n",
              "\n",
              "       transsexuals  transvestism  transvestites  transylvania  trapp  \\\n",
              "0                 0             0              0             0      0   \n",
              "1                 0             0              0             0      0   \n",
              "2                 0             0              0             0      0   \n",
              "3                 0             0              0             0      0   \n",
              "4                 0             0              0             0      0   \n",
              "...             ...           ...            ...           ...    ...   \n",
              "31648             0             0              0             0      0   \n",
              "31649             0             0              0             0      0   \n",
              "31650             0             0              0             0      0   \n",
              "31651             0             0              0             0      0   \n",
              "31652             0             0              0             0      0   \n",
              "\n",
              "       trappers  trapping  trappists  trapunto  trash  trauma  traumatic  \\\n",
              "0             0         0          0         0      0       0          0   \n",
              "1             0         0          0         0      0       0          0   \n",
              "2             0         0          0         0      0       0          0   \n",
              "3             0         0          0         0      0       0          0   \n",
              "4             0         0          0         0      0       0          0   \n",
              "...         ...       ...        ...       ...    ...     ...        ...   \n",
              "31648         0         0          0         0      0       0          0   \n",
              "31649         0         0          0         0      0       0          0   \n",
              "31650         0         0          0         0      0       0          0   \n",
              "31651         0         0          0         0      0       0          0   \n",
              "31652         0         0          0         0      0       0          0   \n",
              "\n",
              "       travel  travelers  travelerswritings  traveling  travellers  \\\n",
              "0           0          0                  0          0           0   \n",
              "1           0          0                  0          0           0   \n",
              "2           0          0                  0          0           0   \n",
              "3           0          0                  0          0           0   \n",
              "4           0          0                  0          0           0   \n",
              "...       ...        ...                ...        ...         ...   \n",
              "31648       0          0                  0          0           0   \n",
              "31649       0          0                  0          0           0   \n",
              "31650       0          0                  0          0           0   \n",
              "31651       0          0                  0          0           0   \n",
              "31652       0          0                  0          0           0   \n",
              "\n",
              "       travelogues  travels  travers  travis  treasure  treasures  treatment  \\\n",
              "0                0        0        0       0         0          0          0   \n",
              "1                0        0        0       0         0          0          0   \n",
              "2                0        0        0       0         0          0          0   \n",
              "3                0        0        0       0         0          0          0   \n",
              "4                0        0        0       0         0          0          0   \n",
              "...            ...      ...      ...     ...       ...        ...        ...   \n",
              "31648            0        0        0       0         0          0          0   \n",
              "31649            0        0        0       0         0          0          0   \n",
              "31650            0        0        0       0         0          0          0   \n",
              "31651            0        0        0       0         0          0          0   \n",
              "31652            0        0        0       0         0          0          0   \n",
              "\n",
              "       tree  trees  trek  trellises  trent  trenton  tres  trevi  trevithick  \\\n",
              "0         0      0     0          0      0        0     0      0           0   \n",
              "1         0      0     0          0      0        0     0      0           0   \n",
              "2         0      0     0          0      0        0     0      0           0   \n",
              "3         0      0     0          0      0        0     0      0           0   \n",
              "4         0      0     0          0      0        0     0      0           0   \n",
              "...     ...    ...   ...        ...    ...      ...   ...    ...         ...   \n",
              "31648     0      0     0          0      0        0     0      0           0   \n",
              "31649     0      0     0          0      0        0     0      0           0   \n",
              "31650     0      0     0          0      0        0     0      0           0   \n",
              "31651     0      0     0          0      0        0     0      0           0   \n",
              "31652     0      0     0          0      0        0     0      0           0   \n",
              "\n",
              "       trial  trials  triangle  triangles  triathlon  tribes  tribulation  \\\n",
              "0          0       0         0          0          0       0            0   \n",
              "1          0       0         0          0          0       0            0   \n",
              "2          0       0         0          0          0       0            0   \n",
              "3          0       0         0          0          0       0            0   \n",
              "4          0       0         0          0          0       0            0   \n",
              "...      ...     ...       ...        ...        ...     ...          ...   \n",
              "31648      0       0         0          0          0       0            0   \n",
              "31649      0       0         0          0          0       0            0   \n",
              "31650      0       0         0          0          0       0            0   \n",
              "31651      0       0         0          0          0       0            0   \n",
              "31652      0       0         0          0          0       0            0   \n",
              "\n",
              "       triceratops  tricks  tricksters  trieste  trigonometry  trillin  \\\n",
              "0                0       0           0        0             0        0   \n",
              "1                0       0           0        0             0        0   \n",
              "2                0       0           0        0             0        0   \n",
              "3                0       0           0        0             0        0   \n",
              "4                0       0           0        0             0        0   \n",
              "...            ...     ...         ...      ...           ...      ...   \n",
              "31648            0       0           0        0             0        0   \n",
              "31649            0       0           0        0             0        0   \n",
              "31650            0       0           0        0             0        0   \n",
              "31651            0       0           0        0             0        0   \n",
              "31652            0       0           0        0             0        0   \n",
              "\n",
              "       trillion  trim  trimming  trinidad  trinidadians  trinity  trio  trios  \\\n",
              "0             0     0         0         0             0        0     0      0   \n",
              "1             0     0         0         0             0        0     0      0   \n",
              "2             0     0         0         0             0        0     0      0   \n",
              "3             0     0         0         0             0        0     0      0   \n",
              "4             0     0         0         0             0        0     0      0   \n",
              "...         ...   ...       ...       ...           ...      ...   ...    ...   \n",
              "31648         0     0         0         0             0        0     0      0   \n",
              "31649         0     0         0         0             0        0     0      0   \n",
              "31650         0     0         0         0             0        0     0      0   \n",
              "31651         0     0         0         0             0        0     0      0   \n",
              "31652         0     0         0         0             0        0     0      0   \n",
              "\n",
              "       triplets  trips  trisha  tristan  trojan  trojans  trolls  trombone  \\\n",
              "0             0      0       0        0       0        0       0         0   \n",
              "1             0      0       0        0       0        0       0         0   \n",
              "2             0      0       0        0       0        0       0         0   \n",
              "3             0      0       0        0       0        0       0         0   \n",
              "4             0      0       0        0       0        0       0         0   \n",
              "...         ...    ...     ...      ...     ...      ...     ...       ...   \n",
              "31648         0      0       0        0       0        0       0         0   \n",
              "31649         0      0       0        0       0        0       0         0   \n",
              "31650         0      0       0        0       0        0       0         0   \n",
              "31651         0      0       0        0       0        0       0         0   \n",
              "31652         0      0       0        0       0        0       0         0   \n",
              "\n",
              "       trombones  trompe  troops  tropez  tropic  tropical  tropics  \\\n",
              "0              0       0       0       0       0         0        0   \n",
              "1              0       0       0       0       0         0        0   \n",
              "2              0       0       0       0       0         0        0   \n",
              "3              0       0       0       0       0         0        0   \n",
              "4              0       0       0       0       0         0        0   \n",
              "...          ...     ...     ...     ...     ...       ...      ...   \n",
              "31648          0       0       0       0       0         0        0   \n",
              "31649          0       0       0       0       0         0        0   \n",
              "31650          0       0       0       0       0         0        0   \n",
              "31651          0       0       0       0       0         0        0   \n",
              "31652          0       0       0       0       0         0        0   \n",
              "\n",
              "       troubadours  troupe  trout  trove  troves  troy  truck  trucks  true  \\\n",
              "0                0       0      0      0       0     0      0       0     0   \n",
              "1                0       0      0      0       0     0      0       0     0   \n",
              "2                0       0      0      0       0     0      0       0     0   \n",
              "3                0       0      0      0       0     0      0       0     0   \n",
              "4                0       0      0      0       0     0      0       0     0   \n",
              "...            ...     ...    ...    ...     ...   ...    ...     ...   ...   \n",
              "31648            0       0      0      0       0     0      0       0     0   \n",
              "31649            0       0      0      0       0     0      0       0     0   \n",
              "31650            0       0      0      0       0     0      0       0     0   \n",
              "31651            0       0      0      0       0     0      0       0     0   \n",
              "31652            0       0      0      0       0     0      0       0     0   \n",
              "\n",
              "       truffaut  trujillo  truman  trumbull  trumpet  trumpeter  trumpets  \\\n",
              "0             0         0       0         0        0          0         0   \n",
              "1             0         0       0         0        0          0         0   \n",
              "2             0         0       0         0        0          0         0   \n",
              "3             0         0       0         0        0          0         0   \n",
              "4             0         0       0         0        0          0         0   \n",
              "...         ...       ...     ...       ...      ...        ...       ...   \n",
              "31648         0         0       0         0        0          0         0   \n",
              "31649         0         0       0         0        0          0         0   \n",
              "31650         0         0       0         0        0          0         0   \n",
              "31651         0         0       0         0        0          0         0   \n",
              "31652         0         0       0         0        0          0         0   \n",
              "\n",
              "       truro  trust  trusts  truth  truthfulness  try  tsan  tsien  tsimshian  \\\n",
              "0          0      0       0      0             0    0     0      0          0   \n",
              "1          0      0       0      0             0    0     0      0          0   \n",
              "2          0      0       0      0             0    0     0      0          0   \n",
              "3          0      0       0      0             0    0     0      0          0   \n",
              "4          0      0       0      0             0    0     0      0          0   \n",
              "...      ...    ...     ...    ...           ...  ...   ...    ...        ...   \n",
              "31648      0      0       0      0             0    0     0      0          0   \n",
              "31649      0      0       0      0             0    0     0      0          0   \n",
              "31650      0      0       0      0             0    0     0      0          0   \n",
              "31651      0      0       0      0             0    0     0      0          0   \n",
              "31652      0      0       0      0             0    0     0      0          0   \n",
              "\n",
              "       tsugunosuke  tsunamis  tuaregs  tub  tuba  tuberculosis  tubes  tucker  \\\n",
              "0                0         2        0    0     0             0      0       0   \n",
              "1                0         0        0    0     0             0      0       0   \n",
              "2                0         0        0    0     0             0      0       0   \n",
              "3                0         0        0    0     0             0      0       0   \n",
              "4                0         0        0    0     0             0      0       0   \n",
              "...            ...       ...      ...  ...   ...           ...    ...     ...   \n",
              "31648            0         0        0    0     0             0      0       0   \n",
              "31649            0         0        0    0     0             0      0       0   \n",
              "31650            0         0        0    0     0             0      0       0   \n",
              "31651            0         0        0    0     0             0      0       0   \n",
              "31652            0         0        0    0     0             0      0       0   \n",
              "\n",
              "       tucson  tudor  tudors  tugboats  tula  tule  tulip  tulips  tulsa  \\\n",
              "0           0      0       0         0     0     0      0       0      0   \n",
              "1           0      0       0         0     0     0      0       0      0   \n",
              "2           0      0       0         0     0     0      0       0      0   \n",
              "3           0      0       0         0     0     0      0       0      0   \n",
              "4           0      0       0         0     0     0      0       0      0   \n",
              "...       ...    ...     ...       ...   ...   ...    ...     ...    ...   \n",
              "31648       0      0       0         0     0     0      0       0      0   \n",
              "31649       0      0       0         0     0     0      0       0      0   \n",
              "31650       0      0       0         0     0     0      0       0      0   \n",
              "31651       0      0       0         0     0     0      0       0      0   \n",
              "31652       0      0       0         0     0     0      0       0      0   \n",
              "\n",
              "       tultepec  tumors  tuna  tunes  tung  tunisia  tunisian  tunnel  \\\n",
              "0             0       0     0      0     0        0         0       0   \n",
              "1             0       0     0      0     0        0         0       0   \n",
              "2             0       0     0      0     0        0         0       0   \n",
              "3             0       0     0      0     0        0         0       0   \n",
              "4             0       0     0      0     0        0         0       0   \n",
              "...         ...     ...   ...    ...   ...      ...       ...     ...   \n",
              "31648         0       0     0      0     0        0         0       0   \n",
              "31649         0       0     0      0     0        0         0       0   \n",
              "31650         0       0     0      0     0        0         0       0   \n",
              "31651         0       0     0      0     0        0         0       0   \n",
              "31652         0       0     0      0     0        0         0       0   \n",
              "\n",
              "       tunneling  tunnels  tuoc  tupac  tupolev  tuppence  turbans  turin  \\\n",
              "0              0        0     0      0        0         0        0      0   \n",
              "1              0        0     0      0        0         0        0      0   \n",
              "2              0        0     0      0        0         0        0      0   \n",
              "3              0        0     0      0        0         0        0      0   \n",
              "4              0        0     0      0        0         0        0      0   \n",
              "...          ...      ...   ...    ...      ...       ...      ...    ...   \n",
              "31648          0        0     0      0        0         0        0      0   \n",
              "31649          0        0     0      0        0         0        0      0   \n",
              "31650          0        0     0      0        0         0        0      0   \n",
              "31651          0        0     0      0        0         0        0      0   \n",
              "31652          0        0     0      0        0         0        0      0   \n",
              "\n",
              "       turing  turkey  turkish  turkmenistan  turner  turning  turnips  \\\n",
              "0           0       0        0             0       0        0        0   \n",
              "1           0       0        0             0       0        0        0   \n",
              "2           0       0        0             0       0        0        0   \n",
              "3           0       0        0             0       0        0        0   \n",
              "4           0       0        0             0       0        0        0   \n",
              "...       ...     ...      ...           ...     ...      ...      ...   \n",
              "31648       0       0        0             0       0        0        0   \n",
              "31649       0       0        0             0       0        0        0   \n",
              "31650       0       0        0             0       0        0        0   \n",
              "31651       0       0        0             0       0        0        0   \n",
              "31652       0       0        0             0       0        0        0   \n",
              "\n",
              "       turnipseed  turrell  turtles  tuscan  tuscany  tuskegee  tutankhamen  \\\n",
              "0               0        0        0       0        0         0            0   \n",
              "1               0        0        0       0        0         0            0   \n",
              "2               0        0        0       0        0         0            0   \n",
              "3               0        0        0       0        0         0            0   \n",
              "4               0        0        0       0        0         0            0   \n",
              "...           ...      ...      ...     ...      ...       ...          ...   \n",
              "31648           0        0        0       0        0         0            0   \n",
              "31649           0        0        0       0        0         0            0   \n",
              "31650           0        0        0       0        0         0            0   \n",
              "31651           0        0        0       0        0         0            0   \n",
              "31652           0        0        0       0        0         0            0   \n",
              "\n",
              "       tutoring  tutors  tutsi  tuva  tuvia  tuvinian  tuzman  tv  twain  \\\n",
              "0             0       0      0     0      0         0       0   0      0   \n",
              "1             0       0      0     0      0         0       0   0      0   \n",
              "2             0       0      0     0      0         0       0   0      0   \n",
              "3             0       0      0     0      0         0       0   0      0   \n",
              "4             0       0      0     0      0         0       0   0      0   \n",
              "...         ...     ...    ...   ...    ...       ...     ...  ..    ...   \n",
              "31648         0       0      0     0      0         0       0   0      0   \n",
              "31649         0       0      0     0      0         0       0   0      0   \n",
              "31650         0       0      0     0      0         0       0   0      0   \n",
              "31651         0       0      0     0      0         0       0   0      0   \n",
              "31652         0       0      0     0      0         0       0   0      0   \n",
              "\n",
              "       tweety  twelfth  twelve  twenties  twentieth  twenty  twin  twins  \\\n",
              "0           0        0       0         0          0       0     0      0   \n",
              "1           0        0       0         0          0       0     0      0   \n",
              "2           0        0       0         0          0       0     0      0   \n",
              "3           0        0       0         0          0       0     0      0   \n",
              "4           0        0       0         0          0       0     0      0   \n",
              "...       ...      ...     ...       ...        ...     ...   ...    ...   \n",
              "31648       0        0       0         0          0       0     0      0   \n",
              "31649       0        0       0         0          0       0     0      0   \n",
              "31650       0        0       0         0          0       0     0      0   \n",
              "31651       0        0       0         0          0       0     0      0   \n",
              "31652       0        0       0         0          0       0     0      0   \n",
              "\n",
              "       twisters  two  ty  tying  tyler  type  typewriters  typewriting  \\\n",
              "0             0    0   0      0      0     0            0            0   \n",
              "1             0    0   0      0      0     0            0            0   \n",
              "2             0    0   0      0      0     0            0            0   \n",
              "3             0    0   0      0      0     0            0            0   \n",
              "4             0    0   0      0      0     0            0            0   \n",
              "...         ...  ...  ..    ...    ...   ...          ...          ...   \n",
              "31648         0    0   0      0      0     0            0            0   \n",
              "31649         0    0   0      0      0     0            0            0   \n",
              "31650         0    0   0      0      0     0            0            0   \n",
              "31651         0    0   0      0      0     0            0            0   \n",
              "31652         0    0   0      0      0     0            0            0   \n",
              "\n",
              "       typography  typology  tyrannosaurus  tzotzil  tzu  tzutuhil  u  uath  \\\n",
              "0               0         0              0        0    0         0  0     0   \n",
              "1               0         0              0        0    0         0  0     0   \n",
              "2               0         0              0        0    0         0  0     0   \n",
              "3               0         0              0        0    0         0  0     0   \n",
              "4               0         0              0        0    0         0  0     0   \n",
              "...           ...       ...            ...      ...  ...       ... ..   ...   \n",
              "31648           0         0              0        0    0         0  0     0   \n",
              "31649           0         0              0        0    0         0  0     0   \n",
              "31650           0         0              0        0    0         0  0     0   \n",
              "31651           0         0              0        0    0         0  0     0   \n",
              "31652           0         0              0        0    0         0  0     0   \n",
              "\n",
              "       uchida  uchiyama  uel  ueshiba  uesugi  uganda  ugliness  ugly  ukai  \\\n",
              "0           0         0    0        0       0       0         0     0     0   \n",
              "1           0         0    0        0       0       0         0     0     0   \n",
              "2           0         0    0        0       0       0         0     0     0   \n",
              "3           0         0    0        0       0       0         0     0     0   \n",
              "4           0         0    0        0       0       0         0     0     0   \n",
              "...       ...       ...  ...      ...     ...     ...       ...   ...   ...   \n",
              "31648       0         0    0        0       0       0         0     0     0   \n",
              "31649       0         0    0        0       0       0         0     0     0   \n",
              "31650       0         0    0        0       0       0         0     0     0   \n",
              "31651       0         0    0        0       0       0         0     0     0   \n",
              "31652       0         0    0        0       0       0         0     0     0   \n",
              "\n",
              "       ukiyoe  ukraine  ukrainian  ukridge  ukulele  ulcer  ultrastructure  \\\n",
              "0           0        0          0        0        0      0               0   \n",
              "1           0        0          0        0        0      0               0   \n",
              "2           0        0          0        0        0      0               0   \n",
              "3           0        0          0        0        0      0               0   \n",
              "4           0        0          0        0        0      0               0   \n",
              "...       ...      ...        ...      ...      ...    ...             ...   \n",
              "31648       0        0          0        0        0      0               0   \n",
              "31649       0        0          0        0        0      0               0   \n",
              "31650       0        0          0        0        0      0               0   \n",
              "31651       0        0          0        0        0      0               0   \n",
              "31652       0        0          0        0        0      0               0   \n",
              "\n",
              "       ulysses  umar  umbilical  umbrellas  umbria  uml  ummah  un  \\\n",
              "0            0     0          0          0       0    0      0   0   \n",
              "1            0     0          0          0       0    0      0   0   \n",
              "2            0     0          0          0       0    0      0   0   \n",
              "3            0     0          0          0       0    0      0   0   \n",
              "4            0     0          0          0       0    0      0   0   \n",
              "...        ...   ...        ...        ...     ...  ...    ...  ..   \n",
              "31648        0     0          0          0       0    0      0   0   \n",
              "31649        0     0          0          0       0    0      0   0   \n",
              "31650        0     0          0          0       0    0      0   0   \n",
              "31651        0     0          0          0       0    0      0   0   \n",
              "31652        0     0          0          0       0    0      0   0   \n",
              "\n",
              "       unaccompanied  uncles  underachievers  undercover  underdog  \\\n",
              "0                  0       0               0           0         0   \n",
              "1                  0       0               0           0         0   \n",
              "2                  0       0               0           0         0   \n",
              "3                  0       0               0           0         0   \n",
              "4                  0       0               0           0         0   \n",
              "...              ...     ...             ...         ...       ...   \n",
              "31648              0       0               0           0         0   \n",
              "31649              0       0               0           0         0   \n",
              "31650              0       0               0           0         0   \n",
              "31651              0       0               0           0         0   \n",
              "31652              0       0               0           0         0   \n",
              "\n",
              "       underemployment  undergound  underground  underlinings  underpants  \\\n",
              "0                    0           0            0             0           0   \n",
              "1                    0           0            0             0           0   \n",
              "2                    0           0            0             0           0   \n",
              "3                    0           0            0             0           0   \n",
              "4                    0           0            0             0           0   \n",
              "...                ...         ...          ...           ...         ...   \n",
              "31648                0           0            0             0           0   \n",
              "31649                0           0            0             0           0   \n",
              "31650                0           0            0             0           0   \n",
              "31651                0           0            0             0           0   \n",
              "31652                0           0            0             0           0   \n",
              "\n",
              "       undertakers  undertaking  underwater  unemployed  unemployment  ung  \\\n",
              "0                0            0           0           0             0    0   \n",
              "1                0            0           0           0             0    0   \n",
              "2                0            0           0           0             0    0   \n",
              "3                0            0           0           0             0    0   \n",
              "4                0            0           0           0             0    0   \n",
              "...            ...          ...         ...         ...           ...  ...   \n",
              "31648            0            0           0           0             0    0   \n",
              "31649            0            0           0           0             0    0   \n",
              "31650            0            0           0           0             0    0   \n",
              "31651            0            0           0           0             0    0   \n",
              "31652            0            0           0           0             0    0   \n",
              "\n",
              "       unicorn  unicorns  unidentified  unificationists  unified  uniforms  \\\n",
              "0            0         0             0                0        0         0   \n",
              "1            0         0             0                0        0         0   \n",
              "2            0         0             0                0        0         0   \n",
              "3            0         0             0                0        0         0   \n",
              "4            0         0             0                0        0         0   \n",
              "...        ...       ...           ...              ...      ...       ...   \n",
              "31648        0         0             0                0        0         0   \n",
              "31649        0         0             0                0        0         0   \n",
              "31650        0         0             0                0        0         0   \n",
              "31651        0         0             0                0        0         0   \n",
              "31652        0         0             0                0        0         0   \n",
              "\n",
              "       unilateral  union  unions  unit  united  uniting  units  universal  \\\n",
              "0               0      0       0     0       0        0      0          0   \n",
              "1               0      0       0     0       0        0      0          0   \n",
              "2               0      0       0     0       0        0      0          0   \n",
              "3               0      0       0     0       3        0      0          0   \n",
              "4               0      0       0     0       0        0      0          0   \n",
              "...           ...    ...     ...   ...     ...      ...    ...        ...   \n",
              "31648           0      0       0     0       0        0      0          0   \n",
              "31649           0      0       0     0       0        0      0          0   \n",
              "31650           0      0       0     0       0        0      0          0   \n",
              "31651           0      0       0     0       0        0      0          0   \n",
              "31652           0      0       0     0       0        0      0          0   \n",
              "\n",
              "       universe  universit  universities  university  unix  unknown  \\\n",
              "0             0          0             0           0     0        0   \n",
              "1             0          0             0           0     0        0   \n",
              "2             0          0             0           0     0        0   \n",
              "3             0          0             0           0     0        0   \n",
              "4             0          0             0           0     0        0   \n",
              "...         ...        ...           ...         ...   ...      ...   \n",
              "31648         0          0             0           0     0        0   \n",
              "31649         0          0             0           0     0        0   \n",
              "31650         0          0             0           0     0        0   \n",
              "31651         0          0             0           0     0        0   \n",
              "31652         0          0             0           0     0        0   \n",
              "\n",
              "       unmarried  unspecified  upgrading  upholstered  upholstery  upland  \\\n",
              "0              0            0          0            0           0       0   \n",
              "1              0            0          0            0           0       0   \n",
              "2              0            0          0            0           0       0   \n",
              "3              0            0          0            0           0       0   \n",
              "4              0            0          0            0           0       0   \n",
              "...          ...          ...        ...          ...         ...     ...   \n",
              "31648          0            0          0            0           0       0   \n",
              "31649          0            0          0            0           0       0   \n",
              "31650          0            0          0            0           0       0   \n",
              "31651          0            0          0            0           0       0   \n",
              "31652          0            0          0            0           0       0   \n",
              "\n",
              "       upper  uprising  uprisings  upside  upstairs  uptake  upton  uranus  \\\n",
              "0          0         0          0       0         0       0      0       0   \n",
              "1          0         0          0       0         0       0      0       0   \n",
              "2          0         0          0       0         0       0      0       0   \n",
              "3          0         0          0       0         0       0      0       0   \n",
              "4          0         0          0       0         0       0      0       0   \n",
              "...      ...       ...        ...     ...       ...     ...    ...     ...   \n",
              "31648      0         0          0       0         0       0      0       0   \n",
              "31649      0         0          0       0         0       0      0       0   \n",
              "31650      0         0          0       0         0       0      0       0   \n",
              "31651      0         0          0       0         0       0      0       0   \n",
              "31652      0         0          0       0         0       0      0       0   \n",
              "\n",
              "       urban  urbanization  urdu  uri  urinary  urquhart  ursula  uruguay  \\\n",
              "0          0             0     0    0        0         0       0        0   \n",
              "1          0             0     0    0        0         0       0        0   \n",
              "2          0             0     0    0        0         0       0        0   \n",
              "3          0             0     0    0        0         0       0        0   \n",
              "4          0             0     0    0        0         0       0        0   \n",
              "...      ...           ...   ...  ...      ...       ...     ...      ...   \n",
              "31648      0             0     0    0        0         0       0        0   \n",
              "31649      0             0     0    0        0         0       0        0   \n",
              "31650      0             0     0    0        0         0       0        0   \n",
              "31651      0             0     0    0        0         0       0        0   \n",
              "31652      0             0     0    0        0         0       0        0   \n",
              "\n",
              "       usa  usage  use  used  useful  user  users  uspassion  usury  utah  \\\n",
              "0        0      0    0     0       0     0      0          0      0     0   \n",
              "1        0      0    0     0       0     0      0          0      0     0   \n",
              "2        0      0    0     0       0     0      0          0      0     0   \n",
              "3        0      0    0     0       0     0      0          0      0     0   \n",
              "4        0      0    0     0       0     0      0          0      0     0   \n",
              "...    ...    ...  ...   ...     ...   ...    ...        ...    ...   ...   \n",
              "31648    0      0    0     0       0     0      0          0      0     0   \n",
              "31649    0      0    0     0       0     0      0          0      0     0   \n",
              "31650    0      0    0     0       0     0      0          0      0     0   \n",
              "31651    0      0    0     0       0     0      0          0      0     0   \n",
              "31652    0      0    0     0       0     0      0          0      0     0   \n",
              "\n",
              "       utahraptor  ute  utensils  uteri  uterine  utilities  utility  \\\n",
              "0               0    0         0      0        0          0        0   \n",
              "1               0    0         0      0        0          0        0   \n",
              "2               0    0         0      0        0          0        0   \n",
              "3               0    0         0      0        0          0        0   \n",
              "4               0    0         0      0        0          0        0   \n",
              "...           ...  ...       ...    ...      ...        ...      ...   \n",
              "31648           0    0         0      0        0          0        0   \n",
              "31649           0    0         0      0        0          0        0   \n",
              "31650           0    0         0      0        0          0        0   \n",
              "31651           0    0         0      0        0          0        0   \n",
              "31652           0    0         0      0        0          0        0   \n",
              "\n",
              "       utilization  utopian  utopias  uttar  uygur  uzbekistan  v  va  vaca  \\\n",
              "0                0        0        0      0      0           0  0   0     0   \n",
              "1                0        0        0      0      0           0  0   0     0   \n",
              "2                0        0        0      0      0           0  0   0     0   \n",
              "3                0        0        0      0      0           0  0   0     0   \n",
              "4                0        0        0      0      0           0  0   0     0   \n",
              "...            ...      ...      ...    ...    ...         ... ..  ..   ...   \n",
              "31648            0        0        0      0      0           0  0   0     0   \n",
              "31649            0        0        0      0      0           0  0   0     0   \n",
              "31650            0        0        0      0      0           0  0   0     0   \n",
              "31651            0        0        0      0      0           0  0   0     0   \n",
              "31652            0        0        0      0      0           0  0   0     0   \n",
              "\n",
              "       vacation  vacations  vaccination  vaccinations  vaccine  vaccines  \\\n",
              "0             0          0            0             0        0         0   \n",
              "1             0          0            0             0        0         0   \n",
              "2             0          0            0             0        0         0   \n",
              "3             0          0            0             0        0         0   \n",
              "4             0          0            0             0        0         0   \n",
              "...         ...        ...          ...           ...      ...       ...   \n",
              "31648         0          0            0             0        0         0   \n",
              "31649         0          0            0             0        0         0   \n",
              "31650         0          0            0             0        0         0   \n",
              "31651         0          0            0             0        0         0   \n",
              "31652         0          0            0             0        0         0   \n",
              "\n",
              "       vacuum  vade  vader  valdemar  valens  valentin  valentine  valentines  \\\n",
              "0           0     0      0         0       0         0          0           0   \n",
              "1           0     0      0         0       0         0          0           0   \n",
              "2           0     0      0         0       0         0          0           0   \n",
              "3           0     0      0         0       0         0          0           0   \n",
              "4           0     0      0         0       0         0          0           0   \n",
              "...       ...   ...    ...       ...     ...       ...        ...         ...   \n",
              "31648       0     0      0         0       0         0          0           0   \n",
              "31649       0     0      0         0       0         0          0           0   \n",
              "31650       0     0      0         0       0         0          0           0   \n",
              "31651       0     0      0         0       0         0          0           0   \n",
              "31652       0     0      0         0       0         0          0           0   \n",
              "\n",
              "       valerie  valerius  valets  valkyries  valley  valuation  value  values  \\\n",
              "0            0         0       0          0       0          0      0       0   \n",
              "1            0         0       0          0       0          0      0       0   \n",
              "2            0         0       0          0       0          0      0       0   \n",
              "3            0         0       0          0       0          0      0       0   \n",
              "4            0         0       0          0       0          0      0       0   \n",
              "...        ...       ...     ...        ...     ...        ...    ...     ...   \n",
              "31648        0         0       0          0       0          0      0       0   \n",
              "31649        0         0       0          0       0          0      0       0   \n",
              "31650        0         0       0          0       0          0      0       0   \n",
              "31651        0         0       0          0       0          0      0       0   \n",
              "31652        0         0       0          0       0          0      0       0   \n",
              "\n",
              "       vampire  vampires  van  vanadis  vance  vancouver  vandalism  vander  \\\n",
              "0            0         0    0        0      0          0          0       0   \n",
              "1            0         0    0        0      0          0          0       0   \n",
              "2            0         0    0        0      0          0          0       0   \n",
              "3            0         0    0        0      0          0          0       0   \n",
              "4            0         0    0        0      0          0          0       0   \n",
              "...        ...       ...  ...      ...    ...        ...        ...     ...   \n",
              "31648        0         0    0        0      0          0          0       0   \n",
              "31649        0         0    0        0      0          0          0       0   \n",
              "31650        0         0    0        0      0          0          0       0   \n",
              "31651        0         0    0        0      0          0          0       0   \n",
              "31652        0         0    0        0      0          0          0       0   \n",
              "\n",
              "       vanderbilt  vandeveer  vane  vanity  vannic  vans  vanuatu  varanasi  \\\n",
              "0               0          0     0       0       0     0        0         0   \n",
              "1               0          0     0       0       0     0        0         0   \n",
              "2               0          0     0       0       0     0        0         0   \n",
              "3               0          0     0       0       0     0        0         0   \n",
              "4               0          0     0       0       0     0        0         0   \n",
              "...           ...        ...   ...     ...     ...   ...      ...       ...   \n",
              "31648           0          0     0       0       0     0        0         0   \n",
              "31649           0          0     0       0       0     0        0         0   \n",
              "31650           0          0     0       0       0     0        0         0   \n",
              "31651           0          0     0       0       0     0        0         0   \n",
              "31652           0          0     0       0       0     0        0         0   \n",
              "\n",
              "       vargas  variation  variations  variegated  varieties  variety  varlam  \\\n",
              "0           0          0           0           0          0        0       0   \n",
              "1           0          0           0           0          0        0       0   \n",
              "2           0          0           0           0          0        0       0   \n",
              "3           0          0           0           0          0        0       0   \n",
              "4           0          0           0           0          0        0       0   \n",
              "...       ...        ...         ...         ...        ...      ...     ...   \n",
              "31648       0          0           0           0          0        0       0   \n",
              "31649       0          0           0           0          0        0       0   \n",
              "31650       0          0           0           0          0        0       0   \n",
              "31651       0          0           0           0          0        0       0   \n",
              "31652       0          0           0           0          0        0       0   \n",
              "\n",
              "       vasarely  vasari  vasco  vasilii  vassili  vastu  vatican  vaticano  \\\n",
              "0             0       0      0        0        0      0        0         0   \n",
              "1             0       0      0        0        0      0        0         0   \n",
              "2             0       0      0        0        0      0        0         0   \n",
              "3             0       0      0        0        0      0        0         0   \n",
              "4             0       0      0        0        0      0        0         0   \n",
              "...         ...     ...    ...      ...      ...    ...      ...       ...   \n",
              "31648         0       0      0        0        0      0        0         0   \n",
              "31649         0       0      0        0        0      0        0         0   \n",
              "31650         0       0      0        0        0      0        0         0   \n",
              "31651         0       0      0        0        0      0        0         0   \n",
              "31652         0       0      0        0        0      0        0         0   \n",
              "\n",
              "       vaudeville  vaughn  vbscript  vedas  vedic  vega  vegan  vegas  \\\n",
              "0               0       0         0      0      0     0      0      0   \n",
              "1               0       0         0      0      0     0      0      0   \n",
              "2               0       0         0      0      0     0      0      0   \n",
              "3               0       0         0      0      0     0      0      0   \n",
              "4               0       0         0      0      0     0      0      0   \n",
              "...           ...     ...       ...    ...    ...   ...    ...    ...   \n",
              "31648           0       0         0      0      0     0      0      0   \n",
              "31649           0       0         0      0      0     0      0      0   \n",
              "31650           0       0         0      0      0     0      0      0   \n",
              "31651           0       0         0      0      0     0      0      0   \n",
              "31652           0       0         0      0      0     0      0      0   \n",
              "\n",
              "       vegetable  vegetables  vegetarian  vegetarianism  veggietales  vehicle  \\\n",
              "0              0           0           0              0            0        0   \n",
              "1              0           0           0              0            0        0   \n",
              "2              0           0           0              0            0        0   \n",
              "3              0           0           0              0            0        0   \n",
              "4              0           0           0              0            0        0   \n",
              "...          ...         ...         ...            ...          ...      ...   \n",
              "31648          0           0           0              0            0        0   \n",
              "31649          0           0           0              0            0        0   \n",
              "31650          0           0           0              0            0        0   \n",
              "31651          0           0           0              0            0        0   \n",
              "31652          0           0           0              0            0        0   \n",
              "\n",
              "       vehicles  veils  velasco  velikaia  velma  veloso  vendetta  veneering  \\\n",
              "0             0      0        0         0      0       0         0          0   \n",
              "1             0      0        0         0      0       0         0          0   \n",
              "2             0      0        0         0      0       0         0          0   \n",
              "3             0      0        0         0      0       0         0          0   \n",
              "4             0      0        0         0      0       0         0          0   \n",
              "...         ...    ...      ...       ...    ...     ...       ...        ...   \n",
              "31648         0      0        0         0      0       0         0          0   \n",
              "31649         0      0        0         0      0       0         0          0   \n",
              "31650         0      0        0         0      0       0         0          0   \n",
              "31651         0      0        0         0      0       0         0          0   \n",
              "31652         0      0        0         0      0       0         0          0   \n",
              "\n",
              "       veneers  veneto  venezuela  venice  venom  vent  ventana  ventilation  \\\n",
              "0            0       0          0       0      0     0        0            0   \n",
              "1            0       0          0       0      0     0        0            0   \n",
              "2            0       0          0       0      0     0        0            0   \n",
              "3            0       0          0       0      0     0        0            0   \n",
              "4            0       0          0       0      0     0        0            0   \n",
              "...        ...     ...        ...     ...    ...   ...      ...          ...   \n",
              "31648        0       0          0       0      0     0        0            0   \n",
              "31649        0       0          0       0      0     0        0            0   \n",
              "31650        0       0          0       0      0     0        0            0   \n",
              "31651        0       0          0       0      0     0        0            0   \n",
              "31652        0       0          0       0      0     0        0            0   \n",
              "\n",
              "       ventriloquists  vents  ventura  venture  venus  veracruz  verb  verbal  \\\n",
              "0                   0      0        0        0      0         0     0       0   \n",
              "1                   0      0        0        0      0         0     0       0   \n",
              "2                   0      0        0        0      0         0     0       0   \n",
              "3                   0      0        0        0      0         0     0       0   \n",
              "4                   0      0        0        0      0         0     0       0   \n",
              "...               ...    ...      ...      ...    ...       ...   ...     ...   \n",
              "31648               0      0        0        0      0         0     0       0   \n",
              "31649               0      0        0        0      0         0     0       0   \n",
              "31650               0      0        0        0      0         0     0       0   \n",
              "31651               0      0        0        0      0         0     0       0   \n",
              "31652               0      0        0        0      0         0     0       0   \n",
              "\n",
              "       verde  verdi  vere  verity  vermeer  vermont  vernacular  vernon  \\\n",
              "0          0      0     0       0        0        0           0       0   \n",
              "1          0      0     0       0        0        0           0       0   \n",
              "2          0      0     0       0        0        0           0       0   \n",
              "3          0      0     0       0        0        0           0       0   \n",
              "4          0      0     0       0        0        0           0       0   \n",
              "...      ...    ...   ...     ...      ...      ...         ...     ...   \n",
              "31648      0      0     0       0        0        0           0       0   \n",
              "31649      0      0     0       0        0        0           0       0   \n",
              "31650      0      0     0       0        0        0           0       0   \n",
              "31651      0      0     0       0        0        0           0       0   \n",
              "31652      0      0     0       0        0        0           0       0   \n",
              "\n",
              "       verona  veronica  verrazzano  versace  versailles  verse  verses  \\\n",
              "0           0         0           0        0           0      0       0   \n",
              "1           0         0           0        0           0      0       0   \n",
              "2           0         0           0        0           0      0       0   \n",
              "3           0         0           0        0           0      0       0   \n",
              "4           0         0           0        0           0      0       0   \n",
              "...       ...       ...         ...      ...         ...    ...     ...   \n",
              "31648       0         0           0        0           0      0       0   \n",
              "31649       0         0           0        0           0      0       0   \n",
              "31650       0         0           0        0           0      0       0   \n",
              "31651       0         0           0        0           0      0       0   \n",
              "31652       0         0           0        0           0      0       0   \n",
              "\n",
              "       versification  versions  vertebrates  vertigo  vesna  vespasian  \\\n",
              "0                  0         0            0        0      0          0   \n",
              "1                  0         0            0        0      0          0   \n",
              "2                  0         0            0        0      0          0   \n",
              "3                  0         0            0        0      0          0   \n",
              "4                  0         0            0        0      0          0   \n",
              "...              ...       ...          ...      ...    ...        ...   \n",
              "31648              0         0            0        0      0          0   \n",
              "31649              0         0            0        0      0          0   \n",
              "31650              0         0            0        0      0          0   \n",
              "31651              0         0            0        0      0          0   \n",
              "31652              0         0            0        0      0          0   \n",
              "\n",
              "       vespers  vessel  vestrit  vesuvius  veterans  veterinarians  \\\n",
              "0            0       0        0         0         0              0   \n",
              "1            0       0        0         0         0              0   \n",
              "2            0       0        0         0         0              0   \n",
              "3            0       0        0         0         0              0   \n",
              "4            0       0        0         0         0              0   \n",
              "...        ...     ...      ...       ...       ...            ...   \n",
              "31648        0       0        0         0         0              0   \n",
              "31649        0       0        0         0         0              0   \n",
              "31650        0       0        0         0         0              0   \n",
              "31651        0       0        0         0         0              0   \n",
              "31652        0       0        0         0         0              0   \n",
              "\n",
              "       veterinary  vi  vibraphone  vic  vicars  vickers  vicksburg  vicky  \\\n",
              "0               0   0           0    0       0        0          0      0   \n",
              "1               0   0           0    0       0        0          0      0   \n",
              "2               0   0           0    0       0        0          0      0   \n",
              "3               0   0           0    0       0        0          0      0   \n",
              "4               0   0           0    0       0        0          0      0   \n",
              "...           ...  ..         ...  ...     ...      ...        ...    ...   \n",
              "31648           0   0           0    0       0        0          0      0   \n",
              "31649           0   0           0    0       0        0          0      0   \n",
              "31650           0   0           0    0       0        0          0      0   \n",
              "31651           0   0           0    0       0        0          0      0   \n",
              "31652           0   0           0    0       0        0          0      0   \n",
              "\n",
              "       victims  victor  victoria  victorian  victoriana  vidal  video  \\\n",
              "0            0       0         0          0           0      0      0   \n",
              "1            0       0         0          0           0      0      0   \n",
              "2            0       0         0          0           0      0      0   \n",
              "3            0       0         0          0           0      0      0   \n",
              "4            0       0         0          0           0      0      0   \n",
              "...        ...     ...       ...        ...         ...    ...    ...   \n",
              "31648        0       0         0          0           0      0      0   \n",
              "31649        0       0         0          0           0      0      0   \n",
              "31650        0       0         0          0           0      0      1   \n",
              "31651        0       0         0          0           0      0      0   \n",
              "31652        0       0         0          0           0      0      0   \n",
              "\n",
              "       videodiscs  videos  vidiadhar  vienna  viesturs  vietnam  vietnamese  \\\n",
              "0               0       0          0       0         0        0           0   \n",
              "1               0       0          0       0         0        0           0   \n",
              "2               0       0          0       0         0        0           0   \n",
              "3               0       0          0       0         0        0           0   \n",
              "4               0       0          0       0         0        0           0   \n",
              "...           ...     ...        ...     ...       ...      ...         ...   \n",
              "31648           0       0          0       0         0        0           0   \n",
              "31649           0       0          0       0         0        0           0   \n",
              "31650           0       0          0       0         0        0           0   \n",
              "31651           0       0          0       0         0        0           0   \n",
              "31652           0       0          0       0         0        0           0   \n",
              "\n",
              "       view  viewers  viewing  views  vigilantes  vii  viii  viking  vikings  \\\n",
              "0         0        0        0      0           0    0     0       0        0   \n",
              "1         0        0        0      0           0    0     0       0        0   \n",
              "2         0        0        0      0           0    0     0       0        0   \n",
              "3         0        0        0      0           0    0     0       0        0   \n",
              "4         0        0        0      0           0    0     0       0        0   \n",
              "...     ...      ...      ...    ...         ...  ...   ...     ...      ...   \n",
              "31648     0        0        0      0           0    0     0       0        0   \n",
              "31649     0        0        0      0           0    0     0       0        0   \n",
              "31650     0        0        0      0           0    0     0       0        0   \n",
              "31651     0        0        0      0           0    0     0       0        0   \n",
              "31652     0        0        0      0           0    0     0       0        0   \n",
              "\n",
              "       viktor  villa  village  villages  vince  vincent  vinci  vineyard  \\\n",
              "0           0      0        0         0      0        0      0         0   \n",
              "1           0      0        0         0      0        0      0         0   \n",
              "2           0      0        0         0      0        0      0         0   \n",
              "3           0      0        0         0      0        0      0         0   \n",
              "4           0      0        0         0      0        0      0         0   \n",
              "...       ...    ...      ...       ...    ...      ...    ...       ...   \n",
              "31648       0      0        0         0      0        0      0         0   \n",
              "31649       0      0        0         0      0        0      0         0   \n",
              "31650       0      0        0         0      0        0      0         0   \n",
              "31651       0      0        0         0      0        0      0         0   \n",
              "31652       0      0        0         0      0        0      0         0   \n",
              "\n",
              "       vineyards  vintage  vintners  viola  violas  violence  violent  violin  \\\n",
              "0              0        0         0      0       0         0        0       0   \n",
              "1              0        0         0      0       0         0        0       0   \n",
              "2              0        0         0      0       0         0        0       0   \n",
              "3              0        0         0      0       0         0        0       0   \n",
              "4              0        0         0      0       0         0        0       0   \n",
              "...          ...      ...       ...    ...     ...       ...      ...     ...   \n",
              "31648          0        0         0      0       0         0        0       0   \n",
              "31649          0        0         0      0       0         0        0       0   \n",
              "31650          0        0         0      0       0         0        0       0   \n",
              "31651          0        0         0      0       0         0        0       0   \n",
              "31652          0        0         0      0       0         0        0       0   \n",
              "\n",
              "       violinists  violins  viollet  violoncellists  violoncello  \\\n",
              "0               0        0        0               0            0   \n",
              "1               0        0        0               0            0   \n",
              "2               0        0        0               0            0   \n",
              "3               0        0        0               0            0   \n",
              "4               0        0        0               0            0   \n",
              "...           ...      ...      ...             ...          ...   \n",
              "31648           0        0        0               0            0   \n",
              "31649           0        0        0               0            0   \n",
              "31650           0        0        0               0            0   \n",
              "31651           0        0        0               0            0   \n",
              "31652           0        0        0               0            0   \n",
              "\n",
              "       violoncellos  virgil  virgin  virginia  virginie  virginity  \\\n",
              "0                 0       0       0         0         0          0   \n",
              "1                 0       0       0         0         0          0   \n",
              "2                 0       0       0         0         0          0   \n",
              "3                 0       0       0         0         0          0   \n",
              "4                 0       0       0         0         0          0   \n",
              "...             ...     ...     ...       ...       ...        ...   \n",
              "31648             0       0       0         0         0          0   \n",
              "31649             0       0       0         0         0          0   \n",
              "31650             0       0       0         0         0          0   \n",
              "31651             0       0       0         0         0          0   \n",
              "31652             0       0       0         0         0          0   \n",
              "\n",
              "       virologists  virtual  virtues  virus  viruses  visas  viscount  vision  \\\n",
              "0                0        0        0      0        0      0         0       0   \n",
              "1                0        0        0      0        0      0         0       0   \n",
              "2                0        0        0      0        0      0         0       0   \n",
              "3                0        0        0      0        0      0         0       0   \n",
              "4                0        0        0      0        0      0         0       0   \n",
              "...            ...      ...      ...    ...      ...    ...       ...     ...   \n",
              "31648            0        0        0      0        0      0         0       0   \n",
              "31649            0        0        0      0        0      0         0       0   \n",
              "31650            0        0        0      0        0      0         0       0   \n",
              "31651            0        0        0      0        0      0         0       0   \n",
              "31652            0        0        0      0        0      0         0       0   \n",
              "\n",
              "       visions  visiting  visitors  visual  visualization  vital  vitalii  \\\n",
              "0            0         0         0       0              0      0        0   \n",
              "1            0         0         0       0              0      0        0   \n",
              "2            0         0         0       0              0      0        0   \n",
              "3            0         0         0       0              0      0        0   \n",
              "4            0         0         0       0              0      0        0   \n",
              "...        ...       ...       ...     ...            ...    ...      ...   \n",
              "31648        0         0         0       0              0      0        0   \n",
              "31649        0         0         0       0              0      0        0   \n",
              "31650        0         0         0       0              0      0        0   \n",
              "31651        0         0         0       0              0      0        0   \n",
              "31652        0         0         0       0              0      0        0   \n",
              "\n",
              "       vitality  vitamin  vite  viticulture  vitro  vivariums  vivian  vivien  \\\n",
              "0             0        0     0            0      0          0       0       0   \n",
              "1             0        0     0            0      0          0       0       0   \n",
              "2             0        0     0            0      0          0       0       0   \n",
              "3             0        0     0            0      0          0       0       0   \n",
              "4             0        0     0            0      0          0       0       0   \n",
              "...         ...      ...   ...          ...    ...        ...     ...     ...   \n",
              "31648         0        0     0            0      0          0       0       0   \n",
              "31649         0        0     0            0      0          0       0       0   \n",
              "31650         0        0     0            0      0          0       0       0   \n",
              "31651         0        0     0            0      0          0       0       0   \n",
              "31652         0        0     0            0      0          0       0       0   \n",
              "\n",
              "       vivisection  vlad  vladimir  vladimirovich  vocabularies  vocabulary  \\\n",
              "0                0     0         0              0             0           0   \n",
              "1                0     0         0              0             0           0   \n",
              "2                0     0         0              0             0           0   \n",
              "3                0     0         0              0             0           0   \n",
              "4                0     0         0              0             0           0   \n",
              "...            ...   ...       ...            ...           ...         ...   \n",
              "31648            0     0         0              0             0           0   \n",
              "31649            0     0         0              0             0           0   \n",
              "31650            0     0         0              0             0           0   \n",
              "31651            0     0         0              0             0           0   \n",
              "31652            0     0         0              0             0           0   \n",
              "\n",
              "       vocal  vocalises  vocals  vocation  vocational  vodka  vodou  voice  \\\n",
              "0          0          0       0         0           0      0      0      0   \n",
              "1          0          0       0         0           0      0      0      0   \n",
              "2          0          0       0         0           0      0      0      0   \n",
              "3          0          0       0         0           0      0      0      0   \n",
              "4          0          0       0         0           0      0      0      0   \n",
              "...      ...        ...     ...       ...         ...    ...    ...    ...   \n",
              "31648      0          0       0         0           0      0      0      0   \n",
              "31649      0          0       0         0           0      0      0      0   \n",
              "31650      0          0       0         0           0      0      0      0   \n",
              "31651      0          0       0         0           0      0      0      0   \n",
              "31652      0          0       0         0           0      0      0      0   \n",
              "\n",
              "       voices  volcanic  volcano  volcanoes  volcanological  volcanologists  \\\n",
              "0           0         0        0          0               0               0   \n",
              "1           0         0        0          0               0               0   \n",
              "2           0         0        0          0               0               0   \n",
              "3           0         0        0          0               0               0   \n",
              "4           0         0        0          0               0               0   \n",
              "...       ...       ...      ...        ...             ...             ...   \n",
              "31648       0         0        0          0               0               0   \n",
              "31649       0         0        0          0               0               0   \n",
              "31650       0         0        0          0               0               0   \n",
              "31651       0         0        0          0               0               0   \n",
              "31652       0         0        0          0               0               0   \n",
              "\n",
              "       volgograd  volk  volkswagen  vollam  volleyball  voltaire  volume  \\\n",
              "0              0     0           0       0           0         0       0   \n",
              "1              0     0           0       0           0         0       0   \n",
              "2              0     0           0       0           0         0       0   \n",
              "3              0     0           0       0           0         0       0   \n",
              "4              0     0           0       0           0         0       0   \n",
              "...          ...   ...         ...     ...         ...       ...     ...   \n",
              "31648          0     0           0       0           0         0       0   \n",
              "31649          0     0           0       0           0         0       0   \n",
              "31650          0     0           0       0           0         0       0   \n",
              "31651          0     0           0       0           0         0       0   \n",
              "31652          0     0           0       0           0         0       0   \n",
              "\n",
              "       voluntarism  voluntary  volunteer  volunteers  von  vonnegut  voodoo  \\\n",
              "0                0          0          0           0    0         0       0   \n",
              "1                0          0          0           0    0         0       0   \n",
              "2                0          0          0           0    0         0       0   \n",
              "3                0          0          0           0    0         0       0   \n",
              "4                0          0          0           0    0         0       0   \n",
              "...            ...        ...        ...         ...  ...       ...     ...   \n",
              "31648            0          0          0           0    0         0       0   \n",
              "31649            0          0          0           0    0         0       0   \n",
              "31650            0          0          0           0    0         0       0   \n",
              "31651            0          0          0           0    0         0       0   \n",
              "31652            0          0          0           0    0         0       0   \n",
              "\n",
              "       voodooism  vorkosigan  voting  vowell  vowels  voyager  voyages  \\\n",
              "0              0           0       0       0       0        0        0   \n",
              "1              0           0       0       0       0        0        0   \n",
              "2              0           0       0       0       0        0        0   \n",
              "3              0           0       0       0       0        0        0   \n",
              "4              0           0       0       0       0        0        0   \n",
              "...          ...         ...     ...     ...     ...      ...      ...   \n",
              "31648          0           0       0       0       0        0        0   \n",
              "31649          0           0       0       0       0        0        0   \n",
              "31650          0           0       0       0       0        0        0   \n",
              "31651          0           0       0       0       0        0        0   \n",
              "31652          0           0       0       0       0        0        0   \n",
              "\n",
              "       voyeurism  voysey  vt  vultures  vuong  w  wabash  wabi  waco  wading  \\\n",
              "0              0       0   0         0      0  0       0     0     0       0   \n",
              "1              0       0   0         0      0  0       0     0     0       0   \n",
              "2              0       0   0         0      0  0       0     0     0       0   \n",
              "3              0       0   0         0      0  0       0     0     0       0   \n",
              "4              0       0   0         0      0  0       0     0     0       0   \n",
              "...          ...     ...  ..       ...    ... ..     ...   ...   ...     ...   \n",
              "31648          0       0   0         0      0  0       0     0     0       0   \n",
              "31649          0       0   0         0      0  0       0     0     0       0   \n",
              "31650          0       0   0         0      0  0       0     0     0       0   \n",
              "31651          0       0   0         0      0  0       0     0     0       0   \n",
              "31652          0       0   0         0      0  0       0     0     0       0   \n",
              "\n",
              "       wadsworth  waffles  wager  wagers  wages  wagner  wagon  wahhab  \\\n",
              "0              0        0      0       0      0       0      0       0   \n",
              "1              0        0      0       0      0       0      0       0   \n",
              "2              0        0      0       0      0       0      0       0   \n",
              "3              0        0      0       0      0       0      0       0   \n",
              "4              0        0      0       0      0       0      0       0   \n",
              "...          ...      ...    ...     ...    ...     ...    ...     ...   \n",
              "31648          0        0      0       0      0       0      0       0   \n",
              "31649          0        0      0       0      0       0      0       0   \n",
              "31650          0        0      0       0      0       0      0       0   \n",
              "31651          0        0      0       0      0       0      0       0   \n",
              "31652          0        0      0       0      0       0      0       0   \n",
              "\n",
              "       wahhabiyah  waikiki  wait  waitresses  waitzkin  wake  wakefield  wal  \\\n",
              "0               0        0     0           0         0     0          0    0   \n",
              "1               0        0     0           0         0     0          0    0   \n",
              "2               0        0     0           0         0     0          0    0   \n",
              "3               0        0     0           0         0     0          0    0   \n",
              "4               0        0     0           0         0     0          0    0   \n",
              "...           ...      ...   ...         ...       ...   ...        ...  ...   \n",
              "31648           0        0     0           0         0     0          0    0   \n",
              "31649           0        0     0           0         0     0          0    0   \n",
              "31650           0        0     0           0         0     0          0    0   \n",
              "31651           0        0     0           0         0     0          0    0   \n",
              "31652           0        0     0           0         0     0          0    0   \n",
              "\n",
              "       walden  waldo  waldorf  waldron  wales  walker  walking  walks  wall  \\\n",
              "0           0      0        0        0      0       0        0      0     0   \n",
              "1           0      0        0        0      0       0        0      0     0   \n",
              "2           0      0        0        0      0       0        0      0     0   \n",
              "3           0      0        0        0      0       0        0      0     0   \n",
              "4           0      0        0        0      0       0        0      0     0   \n",
              "...       ...    ...      ...      ...    ...     ...      ...    ...   ...   \n",
              "31648       0      0        0        0      0       0        0      0     0   \n",
              "31649       0      0        0        0      0       0        0      0     0   \n",
              "31650       0      0        0        0      0       0        0      0     0   \n",
              "31651       0      0        0        0      0       0        0      0     0   \n",
              "31652       0      0        0        0      0       0        0      0     0   \n",
              "\n",
              "       wallace  wallaces  wallachia  wallenberg  waller  walli  wallingford  \\\n",
              "0            0         0          0           0       0      0            0   \n",
              "1            0         0          0           0       0      0            0   \n",
              "2            0         0          0           0       0      0            0   \n",
              "3            0         0          0           0       0      0            0   \n",
              "4            0         0          0           0       0      0            0   \n",
              "...        ...       ...        ...         ...     ...    ...          ...   \n",
              "31648        0         0          0           0       0      0            0   \n",
              "31649        0         0          0           0       0      0            0   \n",
              "31650        0         0          0           0       0      0            0   \n",
              "31651        0         0          0           0       0      0            0   \n",
              "31652        0         0          0           0       0      0            0   \n",
              "\n",
              "       wallis  wallowa  wallpaper  walls  walrus  walsch  walt  walter  \\\n",
              "0           0        0          0      0       0       0     0       0   \n",
              "1           0        0          0      0       0       0     0       0   \n",
              "2           0        0          0      0       0       0     0       0   \n",
              "3           0        0          0      0       0       0     0       0   \n",
              "4           0        0          0      0       0       0     0       0   \n",
              "...       ...      ...        ...    ...     ...     ...   ...     ...   \n",
              "31648       0        0          0      0       0       0     0       0   \n",
              "31649       0        0          0      0       0       0     0       0   \n",
              "31650       0        0          0      0       0       0     0       0   \n",
              "31651       0        0          0      0       0       0     0       0   \n",
              "31652       0        0          0      0       0       0     0       0   \n",
              "\n",
              "       walton  waltz  waltzes  wampanoag  wan  wanda  wang  war  warbonnet  \\\n",
              "0           0      0        0          0    0      0     0    0          0   \n",
              "1           0      0        0          0    0      0     0    0          0   \n",
              "2           0      0        0          0    0      0     0    0          0   \n",
              "3           0      0        0          0    0      0     0    1          0   \n",
              "4           0      0        0          0    0      0     0    0          0   \n",
              "...       ...    ...      ...        ...  ...    ...   ...  ...        ...   \n",
              "31648       0      0        0          0    0      0     0    0          0   \n",
              "31649       0      0        0          0    0      0     0    0          0   \n",
              "31650       0      0        0          0    0      0     0    0          0   \n",
              "31651       0      0        0          0    0      0     0    0          0   \n",
              "31652       0      0        0          0    0      0     0    0          0   \n",
              "\n",
              "       ward  wardens  ware  warehouse  warehousing  warfare  warfield  warhol  \\\n",
              "0         0        0     0          0            0        0         0       0   \n",
              "1         0        0     0          0            0        0         0       0   \n",
              "2         0        0     0          0            0        0         0       0   \n",
              "3         0        0     0          0            0        0         0       0   \n",
              "4         0        0     0          0            0        0         0       0   \n",
              "...     ...      ...   ...        ...          ...      ...       ...     ...   \n",
              "31648     0        0     0          0            0        0         0       0   \n",
              "31649     0        0     0          0            0        0         0       0   \n",
              "31650     0        0     0          0            0        0         0       0   \n",
              "31651     0        0     0          0            0        0         0       0   \n",
              "31652     0        0     0          0            0        0         0       0   \n",
              "\n",
              "       warhola  wark  warm  warmbrunn  warming  warrant  warren  warrior  \\\n",
              "0            0     0     0          0        0        0       0        0   \n",
              "1            0     0     0          0        0        0       0        0   \n",
              "2            0     0     0          0        0        0       0        0   \n",
              "3            0     0     0          0        0        0       0        0   \n",
              "4            0     0     0          0        0        0       0        0   \n",
              "...        ...   ...   ...        ...      ...      ...     ...      ...   \n",
              "31648        0     0     0          0        0        0       0        0   \n",
              "31649        0     0     0          0        0        0       0        0   \n",
              "31650        0     0     0          0        0        0       0        0   \n",
              "31651        0     0     0          0        0        0       0        0   \n",
              "31652        0     0     0          0        0        0       0        0   \n",
              "\n",
              "       wars  warsaw  warshawski  warships  warthog  warwickshire  wash  \\\n",
              "0         0       0           0         0        0             0     0   \n",
              "1         0       0           0         0        0             0     0   \n",
              "2         0       0           0         0        0             0     0   \n",
              "3         0       0           0         0        0             0     0   \n",
              "4         0       0           0         0        0             0     0   \n",
              "...     ...     ...         ...       ...      ...           ...   ...   \n",
              "31648     0       0           0         0        0             0     0   \n",
              "31649     0       0           0         0        0             0     0   \n",
              "31650     0       0           0         0        0             0     0   \n",
              "31651     0       0           0         0        0             0     0   \n",
              "31652     0       0           0         0        0             0     0   \n",
              "\n",
              "       washing  washington  washingtonstate  wasps  waste  wastes  watch  \\\n",
              "0            0           0                0      0      0       0      0   \n",
              "1            0           0                0      0      0       0      0   \n",
              "2            0           0                0      0      0       0      0   \n",
              "3            0           0                0      0      0       0      0   \n",
              "4            0           0                0      0      0       0      0   \n",
              "...        ...         ...              ...    ...    ...     ...    ...   \n",
              "31648        0           0                0      0      0       0      0   \n",
              "31649        0           0                0      0      0       0      0   \n",
              "31650        0           0                0      0      0       0      0   \n",
              "31651        0           0                0      0      0       0      0   \n",
              "31652        0           0                0      0      0       0      0   \n",
              "\n",
              "       watches  watching  water  watercolor  watercolorists  waterfalls  \\\n",
              "0            0         0      0           0               0           0   \n",
              "1            0         0      0           0               0           0   \n",
              "2            0         0      0           0               0           0   \n",
              "3            0         0      0           0               0           0   \n",
              "4            0         0      0           0               0           0   \n",
              "...        ...       ...    ...         ...             ...         ...   \n",
              "31648        0         0      0           0               0           0   \n",
              "31649        0         0      0           0               0           0   \n",
              "31650        0         0      0           0               0           0   \n",
              "31651        0         0      0           0               0           0   \n",
              "31652        0         0      0           0               0           0   \n",
              "\n",
              "       waterfowl  waterfronts  watergate  waterloo  waters  watershed  \\\n",
              "0              0            0          0         0       0          0   \n",
              "1              0            0          0         0       0          0   \n",
              "2              0            0          0         0       0          0   \n",
              "3              0            0          0         0       0          0   \n",
              "4              0            0          0         0       0          0   \n",
              "...          ...          ...        ...       ...     ...        ...   \n",
              "31648          0            0          0         0       0          0   \n",
              "31649          0            0          0         0       0          0   \n",
              "31650          0            0          0         0       0          0   \n",
              "31651          0            0          0         0       0          0   \n",
              "31652          0            0          0         0       0          0   \n",
              "\n",
              "       waterton  waterways  watie  watkins  watson  watterson  watts  wave  \\\n",
              "0             0          0      0        0       0          0      0     0   \n",
              "1             0          0      0        0       0          0      0     0   \n",
              "2             0          0      0        0       0          0      0     0   \n",
              "3             0          0      0        0       0          0      0     0   \n",
              "4             0          0      0        0       0          0      0     0   \n",
              "...         ...        ...    ...      ...     ...        ...    ...   ...   \n",
              "31648         0          0      0        0       0          0      0     0   \n",
              "31649         0          0      0        0       0          0      0     0   \n",
              "31650         0          0      0        0       0          0      0     0   \n",
              "31651         0          0      0        0       0          0      0     0   \n",
              "31652         0          0      0        0       0          0      0     0   \n",
              "\n",
              "       waves  way  wayang  wayfaring  wayne  wealth  weaning  weapons  \\\n",
              "0          0    0       0          0      0       0        0        0   \n",
              "1          0    0       0          0      0       0        0        0   \n",
              "2          0    0       0          0      0       0        0        0   \n",
              "3          0    0       0          0      0       0        0        0   \n",
              "4          0    0       0          0      0       0        0        0   \n",
              "...      ...  ...     ...        ...    ...     ...      ...      ...   \n",
              "31648      0    0       0          0      0       0        0        0   \n",
              "31649      0    0       0          0      0       0        0        0   \n",
              "31650      0    0       0          0      0       0        0        0   \n",
              "31651      0    0       0          0      0       0        0        0   \n",
              "31652      0    0       0          0      0       0        0        0   \n",
              "\n",
              "       wearable  weasels  weather  weathercasters  weaver  weaverbirds  \\\n",
              "0             0        0        0               0       0            0   \n",
              "1             0        0        0               0       0            0   \n",
              "2             0        0        0               0       0            0   \n",
              "3             0        0        0               0       0            0   \n",
              "4             0        0        0               0       0            0   \n",
              "...         ...      ...      ...             ...     ...          ...   \n",
              "31648         0        0        0               0       0            0   \n",
              "31649         0        0        0               0       0            0   \n",
              "31650         0        0        0               0       0            0   \n",
              "31651         0        0        0               0       0            0   \n",
              "31652         0        0        0               0       0            0   \n",
              "\n",
              "       weavers  weaving  web  webb  webber  weber  weblogs  webs  webster  \\\n",
              "0            0        0    0     0       0      0        0     0        0   \n",
              "1            0        0    0     0       0      0        0     0        0   \n",
              "2            0        0    0     0       0      0        0     0        0   \n",
              "3            0        0    0     0       0      0        0     0        0   \n",
              "4            0        0    0     0       0      0        0     0        0   \n",
              "...        ...      ...  ...   ...     ...    ...      ...   ...      ...   \n",
              "31648        0        0    0     0       0      0        0     0        0   \n",
              "31649        0        0    0     0       0      0        0     0        0   \n",
              "31650        0        0    0     0       0      0        0     0        0   \n",
              "31651        0        0    0     0       0      0        0     0        0   \n",
              "31652        0        0    0     0       0      0        0     0        0   \n",
              "\n",
              "       wedding  weddings  weddington  weedless  week  weeks  weggins  \\\n",
              "0            0         0           0         0     0      0        0   \n",
              "1            0         0           0         0     0      0        0   \n",
              "2            0         0           0         0     0      0        0   \n",
              "3            0         0           0         0     0      0        0   \n",
              "4            0         0           0         0     0      0        0   \n",
              "...        ...       ...         ...       ...   ...    ...      ...   \n",
              "31648        0         0           0         0     0      0        0   \n",
              "31649        0         0           0         0     0      0        0   \n",
              "31650        0         0           0         0     0      0        0   \n",
              "31651        0         0           0         0     0      0        0   \n",
              "31652        0         0           0         0     0      0        0   \n",
              "\n",
              "       weighing  weight  weights  weil  weimaraner  weiner  weisse  welch  \\\n",
              "0             0       0        0     0           0       0       0      0   \n",
              "1             0       0        0     0           0       0       0      0   \n",
              "2             0       0        0     0           0       0       0      0   \n",
              "3             0       0        0     0           0       0       0      0   \n",
              "4             0       0        0     0           0       0       0      0   \n",
              "...         ...     ...      ...   ...         ...     ...     ...    ...   \n",
              "31648         0       0        0     0           0       0       0      0   \n",
              "31649         0       0        0     0           0       0       0      0   \n",
              "31650         0       0        0     0           0       0       0      0   \n",
              "31651         0       0        0     0           0       0       0      0   \n",
              "31652         0       0        0     0           0       0       0      0   \n",
              "\n",
              "       welding  welfare  welles  wellington  wells  welsh  welty  wendell  \\\n",
              "0            0        0       0           0      0      0      0        0   \n",
              "1            0        0       0           0      0      0      0        0   \n",
              "2            0        0       0           0      0      0      0        0   \n",
              "3            0        0       0           0      0      0      0        0   \n",
              "4            0        0       0           0      0      0      0        0   \n",
              "...        ...      ...     ...         ...    ...    ...    ...      ...   \n",
              "31648        0        0       0           0      0      0      0        0   \n",
              "31649        0        0       0           0      0      0      0        0   \n",
              "31650        0        0       0           0      0      0      0        0   \n",
              "31651        0        0       0           0      0      0      0        0   \n",
              "31652        0        0       0           0      0      0      0        0   \n",
              "\n",
              "       werewolf  werewolves  werner  wes  wesley  west  westchester  western  \\\n",
              "0             0           0       0    0       0     0            0        0   \n",
              "1             0           0       0    0       0     0            0        0   \n",
              "2             0           0       0    0       0     0            0        0   \n",
              "3             0           0       0    0       0     0            0        0   \n",
              "4             0           0       0    0       0     0            0        0   \n",
              "...         ...         ...     ...  ...     ...   ...          ...      ...   \n",
              "31648         0           0       0    0       0     0            0        0   \n",
              "31649         0           0       0    0       0     0            0        0   \n",
              "31650         0           0       0    0       0     0            0        0   \n",
              "31651         0           0       0    0       0     0            0        0   \n",
              "31652         0           0       0    0       0     0            0        0   \n",
              "\n",
              "       westinghouse  westminster  weston  wetland  wetlands  wexford  whale  \\\n",
              "0                 0            0       0        0         0        0      0   \n",
              "1                 0            0       0        0         0        0      0   \n",
              "2                 0            0       0        0         0        0      0   \n",
              "3                 0            0       0        0         0        0      0   \n",
              "4                 0            0       0        0         0        0      0   \n",
              "...             ...          ...     ...      ...       ...      ...    ...   \n",
              "31648             0            0       0        0         0        0      0   \n",
              "31649             0            0       0        0         0        0      0   \n",
              "31650             0            0       0        0         0        0      0   \n",
              "31651             0            0       0        0         0        0      0   \n",
              "31652             0            0       0        0         0        0      0   \n",
              "\n",
              "       whalen  whales  whaleship  whaling  whangarei  wharton  wheat  whedon  \\\n",
              "0           0       0          0        0          0        0      0       0   \n",
              "1           0       0          0        0          0        0      0       0   \n",
              "2           0       0          0        0          0        0      0       0   \n",
              "3           0       0          0        0          0        0      0       0   \n",
              "4           0       0          0        0          0        0      0       0   \n",
              "...       ...     ...        ...      ...        ...      ...    ...     ...   \n",
              "31648       0       0          0        0          0        0      0       0   \n",
              "31649       0       0          0        0          0        0      0       0   \n",
              "31650       0       0          0        0          0        0      0       0   \n",
              "31651       0       0          0        0          0        0      0       0   \n",
              "31652       0       0          0        0          0        0      0       0   \n",
              "\n",
              "       wheelchairs  whiskers  whiskey  whisperers  whistler  whistling  \\\n",
              "0                0         0        0           0         0          0   \n",
              "1                0         0        0           0         0          0   \n",
              "2                0         0        0           0         0          0   \n",
              "3                0         0        0           0         0          0   \n",
              "4                0         0        0           0         0          0   \n",
              "...            ...       ...      ...         ...       ...        ...   \n",
              "31648            0         0        0           0         0          0   \n",
              "31649            0         0        0           0         0          0   \n",
              "31650            0         0        0           0         0          0   \n",
              "31651            0         0        0           0         0          0   \n",
              "31652            0         0        0           0         0          0   \n",
              "\n",
              "       whitby  white  whiteley  whiteman  whites  whitman  whitney  whittier  \\\n",
              "0           0      0         0         0       0        0        0         0   \n",
              "1           0      0         0         0       0        0        0         0   \n",
              "2           0      0         0         0       0        0        0         0   \n",
              "3           0      0         0         0       0        0        0         0   \n",
              "4           0      0         0         0       0        0        0         0   \n",
              "...       ...    ...       ...       ...     ...      ...      ...       ...   \n",
              "31648       0      0         0         0       0        0        0         0   \n",
              "31649       0      0         0         0       0        0        0         0   \n",
              "31650       0      0         0         0       0        0        0         0   \n",
              "31651       0      0         0         0       0        0        0         0   \n",
              "31652       0      0         0         0       0        0        0         0   \n",
              "\n",
              "       whittington  whole  whouley  wickliffe  wide  widowers  widows  wiener  \\\n",
              "0                0      0        0          0     0         0       0       0   \n",
              "1                0      0        0          0     0         0       0       0   \n",
              "2                0      0        0          0     0         0       0       0   \n",
              "3                0      0        0          0     0         0       0       0   \n",
              "4                0      0        0          0     0         0       0       0   \n",
              "...            ...    ...      ...        ...   ...       ...     ...     ...   \n",
              "31648            0      0        0          0     0         0       0       0   \n",
              "31649            0      0        0          0     0         0       0       0   \n",
              "31650            0      0        0          0     0         0       0       0   \n",
              "31651            0      0        0          0     0         0       0       0   \n",
              "31652            0      0        0          0     0         0       0       0   \n",
              "\n",
              "       wiernicki  wiesel  wiesenthal  wife  wiggin  wilbur  wilcox  wild  \\\n",
              "0              0       0           0     0       0       0       0     0   \n",
              "1              0       0           0     0       0       0       0     0   \n",
              "2              0       0           0     0       0       0       0     0   \n",
              "3              0       0           0     0       0       0       0     0   \n",
              "4              0       0           0     0       0       0       0     0   \n",
              "...          ...     ...         ...   ...     ...     ...     ...   ...   \n",
              "31648          0       0           0     0       0       0       0     0   \n",
              "31649          0       0           0     0       0       0       0     0   \n",
              "31650          0       0           0     0       0       0       0     0   \n",
              "31651          0       0           0     0       0       0       0     0   \n",
              "31652          0       0           0     0       0       0       0     0   \n",
              "\n",
              "       wildcat  wilde  wilder  wilderness  wildlife  wile  wilfred  wilhelm  \\\n",
              "0            0      0       0           0         0     0        0        0   \n",
              "1            0      0       0           0         0     0        0        0   \n",
              "2            0      0       0           0         0     0        0        0   \n",
              "3            0      0       0           0         0     0        0        0   \n",
              "4            0      0       0           0         0     0        0        0   \n",
              "...        ...    ...     ...         ...       ...   ...      ...      ...   \n",
              "31648        0      0       0           0         0     0        0        0   \n",
              "31649        0      0       0           0         0     0        0        0   \n",
              "31650        0      0       0           0         0     0        0        0   \n",
              "31651        0      0       0           0         0     0        0        0   \n",
              "31652        0      0       0           0         0     0        0        0   \n",
              "\n",
              "       wilhelmina  wilkes  willem  willey  william  williams  williamsburg  \\\n",
              "0               0       0       0       0        0         0             0   \n",
              "1               0       0       0       0        0         0             0   \n",
              "2               0       0       0       0        0         0             0   \n",
              "3               0       0       0       0        0         0             0   \n",
              "4               0       0       0       0        0         0             0   \n",
              "...           ...     ...     ...     ...      ...       ...           ...   \n",
              "31648           0       0       0       0        0         0             0   \n",
              "31649           0       0       0       0        0         0             0   \n",
              "31650           0       0       0       0        0         0             0   \n",
              "31651           0       0       0       0        0         0             0   \n",
              "31652           0       0       0       0        0         0             0   \n",
              "\n",
              "       willie  willis  willmarth  willow  wills  willy  wilma  wilmington  \\\n",
              "0           0       0          0       0      0      0      0           0   \n",
              "1           0       0          0       0      0      0      0           0   \n",
              "2           0       0          0       0      0      0      0           0   \n",
              "3           0       0          0       0      0      0      0           0   \n",
              "4           0       0          0       0      0      0      0           0   \n",
              "...       ...     ...        ...     ...    ...    ...    ...         ...   \n",
              "31648       0       0          0       0      0      0      0           0   \n",
              "31649       0       0          0       0      0      0      0           0   \n",
              "31650       0       0          0       0      0      0      0           0   \n",
              "31651       0       0          0       0      0      0      0           0   \n",
              "31652       0       0          0       0      0      0      0           0   \n",
              "\n",
              "       wilson  wilt  wiltshire  wimsey  win  winchester  wind  winder  window  \\\n",
              "0           0     0          0       0    0           0     0       0       0   \n",
              "1           0     0          0       0    0           0     0       0       0   \n",
              "2           0     0          0       0    0           0     0       0       0   \n",
              "3           0     0          0       0    0           0     0       0       0   \n",
              "4           0     0          0       0    0           0     0       0       0   \n",
              "...       ...   ...        ...     ...  ...         ...   ...     ...     ...   \n",
              "31648       0     0          0       0    0           0     0       0       0   \n",
              "31649       0     0          0       0    0           0     0       0       0   \n",
              "31650       0     0          0       0    0           0     0       0       0   \n",
              "31651       0     0          0       0    0           0     0       0       0   \n",
              "31652       0     0          0       0    0           0     0       0       0   \n",
              "\n",
              "       windows  winds  windsor  wine  wineries  wines  winfield  winfrey  \\\n",
              "0            0      0        0     0         0      0         0        0   \n",
              "1            0      0        0     0         0      0         0        0   \n",
              "2            0      0        0     0         0      0         0        0   \n",
              "3            0      0        0     0         0      0         0        0   \n",
              "4            0      0        0     0         0      0         0        0   \n",
              "...        ...    ...      ...   ...       ...    ...       ...      ...   \n",
              "31648        0      0        0     0         0      0         0        0   \n",
              "31649        0      0        0     0         0      0         0        0   \n",
              "31650        0      0        0     0         0      0         0        0   \n",
              "31651        0      0        0     0         0      0         0        0   \n",
              "31652        0      0        0     0         0      0         0        0   \n",
              "\n",
              "       wing  winky  winnie  winning  winslow  winstanley  winston  winter  \\\n",
              "0         0      0       0        0        0           0        0       0   \n",
              "1         0      0       0        0        0           0        0       0   \n",
              "2         0      0       0        0        0           0        0       0   \n",
              "3         0      0       0        0        0           0        0       0   \n",
              "4         0      0       0        0        0           0        0       0   \n",
              "...     ...    ...     ...      ...      ...         ...      ...     ...   \n",
              "31648     0      0       0        0        0           0        0       0   \n",
              "31649     0      0       0        0        0           0        0       0   \n",
              "31650     0      0       0        0        0           0        0       0   \n",
              "31651     0      0       0        0        0           0        0       0   \n",
              "31652     0      0       0        0        0           0        0       0   \n",
              "\n",
              "       winterson  winton  wire  wireless  wiring  wis  wisconsin  wisdom  \\\n",
              "0              0       0     0         0       0    0          0       0   \n",
              "1              0       0     0         0       0    0          0       0   \n",
              "2              0       0     0         0       0    0          0       0   \n",
              "3              0       0     0         0       0    0          0       0   \n",
              "4              0       0     0         0       0    0          0       0   \n",
              "...          ...     ...   ...       ...     ...  ...        ...     ...   \n",
              "31648          0       0     0         0       0    0          0       0   \n",
              "31649          0       0     0         0       0    0          0       0   \n",
              "31650          0       0     0         0       0    0          0       0   \n",
              "31651          0       0     0         0       0    0          0       0   \n",
              "31652          0       0     0         0       0    0          0       0   \n",
              "\n",
              "       wishart  wishes  wit  witch  witchcraft  witches  witchita  withers  \\\n",
              "0            0       0    0      0           0        0         0        0   \n",
              "1            0       0    0      0           0        0         0        0   \n",
              "2            0       0    0      0           0        0         0        0   \n",
              "3            0       0    0      0           0        0         0        0   \n",
              "4            0       0    0      0           0        0         0        0   \n",
              "...        ...     ...  ...    ...         ...      ...       ...      ...   \n",
              "31648        0       0    0      0           0        0         0        0   \n",
              "31649        0       0    0      0           0        0         0        0   \n",
              "31650        0       0    0      0           0        0         0        0   \n",
              "31651        0       0    0      0           0        0         0        0   \n",
              "31652        0       0    0      0           0        0         0        0   \n",
              "\n",
              "       witherspoon  without  witness  witnesses  witt  wittgenstein  wives  \\\n",
              "0                0        0        0          0     0             0      0   \n",
              "1                0        0        0          0     0             0      0   \n",
              "2                0        0        0          0     0             0      0   \n",
              "3                0        0        0          0     0             0      0   \n",
              "4                0        0        0          0     0             0      0   \n",
              "...            ...      ...      ...        ...   ...           ...    ...   \n",
              "31648            0        0        0          0     0             0      0   \n",
              "31649            0        0        0          0     0             0      0   \n",
              "31650            0        0        0          0     0             0      0   \n",
              "31651            0        0        0          0     0             0      0   \n",
              "31652            0        0        0          0     0             0      0   \n",
              "\n",
              "       wizardry  wizards  wladyslaw  wodehouse  wohl  wok  wolf  wolfe  wolff  \\\n",
              "0             0        0          0          0     0    0     0      0      0   \n",
              "1             0        0          0          0     0    0     0      0      0   \n",
              "2             0        0          0          0     0    0     0      0      0   \n",
              "3             0        0          0          0     0    0     0      0      0   \n",
              "4             0        0          0          0     0    0     0      0      0   \n",
              "...         ...      ...        ...        ...   ...  ...   ...    ...    ...   \n",
              "31648         0        0          0          0     0    0     0      0      0   \n",
              "31649         0        0          0          0     0    0     0      0      0   \n",
              "31650         0        0          0          0     0    0     0      0      0   \n",
              "31651         0        0          0          0     0    0     0      0      0   \n",
              "31652         0        0          0          0     0    0     0      0      0   \n",
              "\n",
              "       wolfgang  wollaston  wollie  wolof  wolverine  wolves  woman  wombats  \\\n",
              "0             0          0       0      0          0       0      0        0   \n",
              "1             0          0       0      0          0       0      0        0   \n",
              "2             0          0       0      0          0       0      0        0   \n",
              "3             0          0       0      0          0       0      0        0   \n",
              "4             0          0       0      0          0       0      0        0   \n",
              "...         ...        ...     ...    ...        ...     ...    ...      ...   \n",
              "31648         0          0       0      0          0       0      0        0   \n",
              "31649         0          0       0      0          0       0      0        0   \n",
              "31650         0          0       0      0          0       0      0        0   \n",
              "31651         0          0       0      0          0       0      0        0   \n",
              "31652         0          0       0      0          0       0      0        0   \n",
              "\n",
              "       women  womens  wonder  wonderland  wonders  wong  wonka  woo  wood  \\\n",
              "0          0       0       0           0        0     0      0    0     0   \n",
              "1          0       0       0           0        0     0      0    0     0   \n",
              "2          0       0       0           0        0     0      0    0     0   \n",
              "3          0       0       0           0        0     0      0    0     0   \n",
              "4          0       0       0           0        0     0      0    0     0   \n",
              "...      ...     ...     ...         ...      ...   ...    ...  ...   ...   \n",
              "31648      0       0       0           0        0     0      0    0     0   \n",
              "31649      0       0       0           0        0     0      0    0     0   \n",
              "31650      0       0       0           0        0     0      0    0     0   \n",
              "31651      0       0       0           0        0     0      0    0     0   \n",
              "31652      0       0       0           0        0     0      0    0     0   \n",
              "\n",
              "       woodchuck  woodcock  wooden  woodend  woodhull  woodland  woodpecker  \\\n",
              "0              0         0       0        0         0         0           0   \n",
              "1              0         0       0        0         0         0           0   \n",
              "2              0         0       0        0         0         0           0   \n",
              "3              0         0       0        0         0         0           0   \n",
              "4              0         0       0        0         0         0           0   \n",
              "...          ...       ...     ...      ...       ...       ...         ...   \n",
              "31648          0         0       0        0         0         0           0   \n",
              "31649          0         0       0        0         0         0           0   \n",
              "31650          0         0       0        0         0         0           0   \n",
              "31651          0         0       0        0         0         0           0   \n",
              "31652          0         0       0        0         0         0           0   \n",
              "\n",
              "       woodrow  woods  woodstock  woodwind  woodwork  woodworkers  \\\n",
              "0            0      0          0         0         0            0   \n",
              "1            0      0          0         0         0            0   \n",
              "2            0      0          0         0         0            0   \n",
              "3            0      0          0         0         0            0   \n",
              "4            0      0          0         0         0            0   \n",
              "...        ...    ...        ...       ...       ...          ...   \n",
              "31648        0      0          0         0         0            0   \n",
              "31649        0      0          0         0         0            0   \n",
              "31650        0      0          0         0         0            0   \n",
              "31651        0      0          0         0         0            0   \n",
              "31652        0      0          0         0         0            0   \n",
              "\n",
              "       woodworking  woody  woogie  wool  woolf  woolley  woolly  woolsey  \\\n",
              "0                0      0       0     0      0        0       0        0   \n",
              "1                0      0       0     0      0        0       0        0   \n",
              "2                0      0       0     0      0        0       0        0   \n",
              "3                0      0       0     0      0        0       0        0   \n",
              "4                0      0       0     0      0        0       0        0   \n",
              "...            ...    ...     ...   ...    ...      ...     ...      ...   \n",
              "31648            0      0       0     0      0        0       0        0   \n",
              "31649            0      0       0     0      0        0       0        0   \n",
              "31650            0      0       0     0      0        0       0        0   \n",
              "31651            0      0       0     0      0        0       0        0   \n",
              "31652            0      0       0     0      0        0       0        0   \n",
              "\n",
              "       woolworth  wooster  wop  worcester  word  words  work  workbenches  \\\n",
              "0              0        0    0          0     0      0     0            0   \n",
              "1              0        0    0          0     0      0     0            0   \n",
              "2              0        0    0          0     0      0     0            0   \n",
              "3              0        0    0          0     0      0     0            0   \n",
              "4              0        0    0          0     0      0     0            0   \n",
              "...          ...      ...  ...        ...   ...    ...   ...          ...   \n",
              "31648          0        0    0          0     0      0     0            0   \n",
              "31649          0        0    0          0     0      0     0            0   \n",
              "31650          0        0    0          0     0      0     0            0   \n",
              "31651          0        0    0          0     0      0     0            0   \n",
              "31652          0        0    0          0     0      0     0            0   \n",
              "\n",
              "       workers  working  workplace  works  workshops  world  worlds  worms  \\\n",
              "0            0        0          0      0          0      0       0      0   \n",
              "1            0        0          0      0          0      0       0      0   \n",
              "2            0        0          0      0          0      0       0      0   \n",
              "3            0        0          0      0          0      0       0      0   \n",
              "4            0        0          0      0          0      0       0      0   \n",
              "...        ...      ...        ...    ...        ...    ...     ...    ...   \n",
              "31648        0        0          0      0          0      0       0      0   \n",
              "31649        0        0          0      0          0      0       0      0   \n",
              "31650        0        0          0      0          0      0       0      0   \n",
              "31651        0        0          0      0          0      0       0      0   \n",
              "31652        0        0          0      0          0      0       0      0   \n",
              "\n",
              "       worry  worship  worthington  wounded  wounds  wrangel  wrangell  wrath  \\\n",
              "0          0        0            0        0       0        0         0      0   \n",
              "1          0        0            0        0       0        0         0      0   \n",
              "2          0        0            0        0       0        0         0      0   \n",
              "3          0        0            0        0       0        0         0      0   \n",
              "4          0        0            0        0       0        0         0      0   \n",
              "...      ...      ...          ...      ...     ...      ...       ...    ...   \n",
              "31648      0        0            0        0       0        0         0      0   \n",
              "31649      0        0            0        0       0        0         0      0   \n",
              "31650      0        0            0        0       0        0         0      0   \n",
              "31651      0        0            0        0       0        0         0      0   \n",
              "31652      0        0            0        0       0        0         0      0   \n",
              "\n",
              "       wrecking  wrestler  wrestlers  wrestling  wright  wrinkles  writers  \\\n",
              "0             0         0          0          0       0         0        0   \n",
              "1             0         0          0          0       0         0        0   \n",
              "2             0         0          0          0       0         0        0   \n",
              "3             0         0          0          0       0         0        0   \n",
              "4             0         0          0          0       0         0        0   \n",
              "...         ...       ...        ...        ...     ...       ...      ...   \n",
              "31648         0         0          0          0       0         0        0   \n",
              "31649         0         0          0          0       0         0        0   \n",
              "31650         0         0          0          0       0         0        0   \n",
              "31651         0         0          0          0       0         0        0   \n",
              "31652         0         0          0          0       0         0        0   \n",
              "\n",
              "       writing  writings  written  wrongful  wrought  wu  wudi  wunderlich  \\\n",
              "0            0         0        0         0        0   0     0           0   \n",
              "1            0         0        0         0        0   0     0           0   \n",
              "2            0         0        0         0        0   0     0           0   \n",
              "3            0         0        0         0        0   0     0           0   \n",
              "4            0         0        0         0        0   0     0           0   \n",
              "...        ...       ...      ...       ...      ...  ..   ...         ...   \n",
              "31648        0         0        0         0        0   0     0           0   \n",
              "31649        0         0        0         0        0   0     0           0   \n",
              "31650        0         0        0         0        0   0     0           0   \n",
              "31651        0         0        0         0        0   0     0           0   \n",
              "31652        0         0        0         0        0   0     0           0   \n",
              "\n",
              "       wuo  wuornos  wyatt  wylie  wyndham  wyo  wyoming  x  xanth  xavier  \\\n",
              "0        0        0      0      0        0    0        0  0      0       0   \n",
              "1        0        0      0      0        0    0        0  0      0       0   \n",
              "2        0        0      0      0        0    0        0  0      0       0   \n",
              "3        0        0      0      0        0    0        0  0      0       0   \n",
              "4        0        0      0      0        0    0        0  0      0       0   \n",
              "...    ...      ...    ...    ...      ...  ...      ... ..    ...     ...   \n",
              "31648    0        0      0      0        0    0        0  0      0       0   \n",
              "31649    0        0      0      0        0    0        0  0      0       0   \n",
              "31650    0        0      0      0        0    0        0  0      0       0   \n",
              "31651    0        0      0      0        0    0        0  0      0       0   \n",
              "31652    0        0      0      0        0    0        0  0      0       0   \n",
              "\n",
              "       xena  xeriscaping  xerxes  xhtml  xi  xian  xiao  xiaokang  xiaoping  \\\n",
              "0         0            0       0      0   0     0     0         0         0   \n",
              "1         0            0       0      0   0     0     0         0         0   \n",
              "2         0            0       0      0   0     0     0         0         0   \n",
              "3         0            0       0      0   0     0     0         0         0   \n",
              "4         0            0       0      0   0     0     0         0         0   \n",
              "...     ...          ...     ...    ...  ..   ...   ...       ...       ...   \n",
              "31648     0            0       0      0   0     0     0         0         0   \n",
              "31649     0            0       0      0   0     0     0         0         0   \n",
              "31650     0            0       0      0   0     0     0         0         0   \n",
              "31651     0            0       0      0   0     0     0         0         0   \n",
              "31652     0            0       0      0   0     0     0         0         0   \n",
              "\n",
              "       xii  xiii  xinjiang  xiongnu  xiuquan  xiv  xml  xslt  xu  xuanzang  \\\n",
              "0        0     0         0        0        0    0    0     0   0         0   \n",
              "1        0     0         0        0        0    0    0     0   0         0   \n",
              "2        0     0         0        0        0    0    0     0   0         0   \n",
              "3        0     0         0        0        0    0    0     0   0         0   \n",
              "4        0     0         0        0        0    0    0     0   0         0   \n",
              "...    ...   ...       ...      ...      ...  ...  ...   ...  ..       ...   \n",
              "31648    0     0         0        0        0    0    0     0   0         0   \n",
              "31649    0     0         0        0        0    0    0     0   0         0   \n",
              "31650    0     0         0        0        0    0    0     0   0         0   \n",
              "31651    0     0         0        0        0    0    0     0   0         0   \n",
              "31652    0     0         0        0        0    0    0     0   0         0   \n",
              "\n",
              "       xv  xvi  xviii  xxiii  yaak  yablonsky  yacht  yachting  yachts  yaga  \\\n",
              "0       0    0      0      0     0          0      0         0       0     0   \n",
              "1       0    0      0      0     0          0      0         0       0     0   \n",
              "2       0    0      0      0     0          0      0         0       0     0   \n",
              "3       0    0      0      0     0          0      0         0       0     0   \n",
              "4       0    0      0      0     0          0      0         0       0     0   \n",
              "...    ..  ...    ...    ...   ...        ...    ...       ...     ...   ...   \n",
              "31648   0    0      0      0     0          0      0         0       0     0   \n",
              "31649   0    0      0      0     0          0      0         0       0     0   \n",
              "31650   0    0      0      0     0          0      0         0       0     0   \n",
              "31651   0    0      0      0     0          0      0         0       0     0   \n",
              "31652   0    0      0      0     0          0      0         0       0     0   \n",
              "\n",
              "       yakama  yale  yamacraw  yamamoto  yan  yana  yancey  yang  yangtze  \\\n",
              "0           0     0         0         0    0     0       0     0        0   \n",
              "1           0     0         0         0    0     0       0     0        0   \n",
              "2           0     0         0         0    0     0       0     0        0   \n",
              "3           0     0         0         0    0     0       0     0        0   \n",
              "4           0     0         0         0    0     0       0     0        0   \n",
              "...       ...   ...       ...       ...  ...   ...     ...   ...      ...   \n",
              "31648       0     0         0         0    0     0       0     0        0   \n",
              "31649       0     0         0         0    0     0       0     0        0   \n",
              "31650       0     0         0         0    0     0       0     0        0   \n",
              "31651       0     0         0         0    0     0       0     0        0   \n",
              "31652       0     0         0         0    0     0       0     0        0   \n",
              "\n",
              "       yankees  yankton  yao  yaobang  yarns  yasuhiro  yasui  yat  yawning  \\\n",
              "0            0        0    0        0      0         0      0    0        0   \n",
              "1            0        0    0        0      0         0      0    0        0   \n",
              "2            0        0    0        0      0         0      0    0        0   \n",
              "3            0        0    0        0      0         0      0    0        0   \n",
              "4            0        0    0        0      0         0      0    0        0   \n",
              "...        ...      ...  ...      ...    ...       ...    ...  ...      ...   \n",
              "31648        0        0    0        0      0         0      0    0        0   \n",
              "31649        0        0    0        0      0         0      0    0        0   \n",
              "31650        0        0    0        0      0         0      0    0        0   \n",
              "31651        0        0    0        0      0         0      0    0        0   \n",
              "31652        0        0    0        0      0         0      0    0        0   \n",
              "\n",
              "       yeadings  yeadon  year  years  yeast  yeats  yellich  yellin  yellow  \\\n",
              "0             0       0     0      0      0      0        0       0       0   \n",
              "1             0       0     0      0      0      0        0       0       0   \n",
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              "31652         0       0     0      0      0      0        0       0       0   \n",
              "\n",
              "       yellowstone  yeltsin  yemen  yen  yep  yew  yi  yiddish  yin  ying  \\\n",
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              "1                0        0      0    0    0    0   0        0    0     0   \n",
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              "31652            0        0      0    0    0    0   0        0    0     0   \n",
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              "       yms  yo  yodels  yoder  yoga  yogis  yoknapatawpha  yoko  yomota  yong  \\\n",
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              "31651    0   0       0      0     0      0              0     0       0     0   \n",
              "31652    0   0       0      0     0      0              0     0       0     0   \n",
              "\n",
              "       yongzheng  yonkers  yooll  york  yorker  yorkshire  yorktown  yosemite  \\\n",
              "0              0        0      0     0       0          0         0         0   \n",
              "1              0        0      0     0       0          0         0         0   \n",
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              "\n",
              "       yoshiko  young  yourcenar  yousef  yousuf  youth  youthfulness  youths  \\\n",
              "0            0      0          0       0       0      0             0       0   \n",
              "1            0      0          0       0       0      0             0       0   \n",
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              "31651        0      0          0       0       0      0             0       0   \n",
              "31652        0      0          0       0       0      0             0       0   \n",
              "\n",
              "       youville  ypsilanti  yth  yu  yuasa  yucat  yucatan  yugoslav  \\\n",
              "0             0          0    0   0      0      0        0         0   \n",
              "1             0          0    0   0      0      0        0         0   \n",
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              "31651         0          0    0   0      0      0        0         0   \n",
              "31652         0          0    0   0      0      0        0         0   \n",
              "\n",
              "       yugoslavia  yukio  yukon  yum  yungmei  yunnan  yuriko  yves  yvone  \\\n",
              "0               0      0      0    0        0       0       0     0      0   \n",
              "1               0      0      0    0        0       0       0     0      0   \n",
              "2               0      0      0    0        0       0       0     0      0   \n",
              "3               0      0      0    0        0       0       0     0      0   \n",
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              "31651           0      0      0    0        0       0       0     0      0   \n",
              "31652           0      0      0    0        0       0       0     0      0   \n",
              "\n",
              "       zagajewski  zaitsev  zambia  zanne  zanzibar  zapata  zapotec  \\\n",
              "0               0        0       0      0         0       0        0   \n",
              "1               0        0       0      0         0       0        0   \n",
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              "31651           0        0       0      0         0       0        0   \n",
              "31652           0        0       0      0         0       0        0   \n",
              "\n",
              "       zapruder  zaragoza  zealand  zebras  zedong  zelenska  zelenski  zemin  \\\n",
              "0             0         0        0       0       0         0         0      0   \n",
              "1             0         0        0       0       0         0         0      0   \n",
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              "31650         0         0        0       0       0         0         0      0   \n",
              "31651         0         0        0       0       0         0         0      0   \n",
              "31652         0         0        0       0       0         0         0      0   \n",
              "\n",
              "       zen  zenteno  zephyr  zero  zeus  zhang  zhaojun  zheng  zhong  \\\n",
              "0        0        0       0     0     0      0        0      0      0   \n",
              "1        0        0       0     0     0      0        0      0      0   \n",
              "2        0        0       0     0     0      0        0      0      0   \n",
              "3        0        0       0     0     0      0        0      0      0   \n",
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              "31651    0        0       0     0     0      0        0      0      0   \n",
              "31652    0        0       0     0     0      0        0      0      0   \n",
              "\n",
              "       zhongguo  zhongnan  zhou  zhu  zhuangzi  zhuangzu  zimbabwe  zinacant  \\\n",
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              "1             0         0     0    0         0         0         0         0   \n",
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              "31652         0         0     0    0         0         0         0         0   \n",
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              "       zinc  zindel  zinn  zinni  zinnia  zinovii  zion  zionism  zionists  \\\n",
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              "       zones  zoning  zoo  zoological  zoologists  zoology  zooplankton  zoos  \\\n",
              "0          0       0    0           0           0        0            0     0   \n",
              "1          0       0    0           0           0        0            0     0   \n",
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              "...      ...     ...  ...         ...         ...      ...          ...   ...   \n",
              "31648      0       0    0           0           0        0            0     0   \n",
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              "31652      0       0    0           0           0        0            0     0   \n",
              "\n",
              "       zoque  zora  zoroaster  zoroastrian  zoroastrianism  zorro  zuckerman  \\\n",
              "0          0     0          0            0               0      0          0   \n",
              "1          0     0          0            0               0      0          0   \n",
              "2          0     0          0            0               0      0          0   \n",
              "3          0     0          0            0               0      0          0   \n",
              "4          0     0          0            0               0      0          0   \n",
              "...      ...   ...        ...          ...             ...    ...        ...   \n",
              "31648      0     0          0            0               0      0          0   \n",
              "31649      0     0          0            0               0      0          0   \n",
              "31650      0     0          0            0               0      0          0   \n",
              "31651      0     0          0            0               0      0          0   \n",
              "31652      0     0          0            0               0      0          0   \n",
              "\n",
              "       zukas  zulu  zuni  zurich  zuroff  zwinger  zydeco  target_cat  \n",
              "0          0     0     0       0       0        0       0           0  \n",
              "1          0     0     0       0       0        0       0           0  \n",
              "2          0     0     0       0       0        0       0           0  \n",
              "3          0     0     0       0       0        0       0           0  \n",
              "4          0     0     0       0       0        0       0           0  \n",
              "...      ...   ...   ...     ...     ...      ...     ...         ...  \n",
              "31648      0     0     0       0       0        0       0           0  \n",
              "31649      0     0     0       0       0        0       0           6  \n",
              "31650      0     0     0       0       0        0       0           7  \n",
              "31651      0     0     0       0       0        0       0           0  \n",
              "31652      0     0     0       0       0        0       0           2  \n",
              "\n",
              "[31653 rows x 13087 columns]"
            ]
          },
          "execution_count": 84,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "BoW_df['target_cat'] = train_data[\"material_type\"]\n",
        "BoW_df"
      ]
    },
    {
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      "execution_count": null,
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            "INFO:logs:version 2.0\n",
            "INFO:logs:Initializing setup()\n",
            "INFO:logs:USI: 4c06\n",
            "INFO:logs:setup(data=(31653, 13087), target=target_cat, train_size=0.7, sampling=True, sample_estimator=None, categorical_features=None, categorical_imputation=constant, ordinal_features=None,\n",
            "                    high_cardinality_features=None, high_cardinality_method=frequency, numeric_features=None, numeric_imputation=mean, date_features=None, ignore_features=None, normalize=False,\n",
            "                    normalize_method=zscore, transformation=False, transformation_method=yeo-johnson, handle_unknown_categorical=True, unknown_categorical_method=least_frequent, pca=False, pca_method=linear,\n",
            "                    pca_components=None, ignore_low_variance=False, combine_rare_levels=False, rare_level_threshold=0.1, bin_numeric_features=None, remove_outliers=False, outliers_threshold=0.05,\n",
            "                    remove_multicollinearity=False, multicollinearity_threshold=0.9, remove_perfect_collinearity=False, create_clusters=False, cluster_iter=20,\n",
            "                    polynomial_features=False, polynomial_degree=2, trigonometry_features=False, polynomial_threshold=0.1, group_features=None,\n",
            "                    group_names=None, feature_selection=False, feature_selection_threshold=0.8, feature_interaction=False, feature_ratio=False, interaction_threshold=0.01,\n",
            "                    fix_imbalance=False, fix_imbalance_method=None, data_split_shuffle=True, folds_shuffle=False, n_jobs=-1, html=True, session_id=123, log_experiment=False,\n",
            "                    experiment_name=None, log_plots=False, log_profile=False, log_data=False, silent=True, verbose=True, profile=False)\n",
            "INFO:logs:Checking environment\n",
            "INFO:logs:python_version: 3.10.12\n",
            "INFO:logs:python_build: ('main', 'Nov 20 2023 15:14:05')\n",
            "INFO:logs:machine: x86_64\n",
            "INFO:logs:platform: Linux-6.1.58+-x86_64-with-glibc2.35\n",
            "INFO:logs:Memory: svmem(total=13609451520, available=10970189824, percent=19.4, used=2297565184, free=9462407168, active=462471168, inactive=3294674944, buffers=122224640, cached=1727254528, shared=15687680, slab=202256384)\n",
            "INFO:logs:Physical Core: 1\n",
            "INFO:logs:Logical Core: 2\n",
            "INFO:logs:Checking libraries\n",
            "INFO:logs:pd==1.3.4\n",
            "INFO:logs:numpy==1.25.2\n",
            "INFO:logs:sklearn==1.2.2\n",
            "INFO:logs:xgboost==2.0.2\n",
            "INFO:logs:lightgbm==4.1.0\n",
            "INFO:logs:catboost==1.2.2\n",
            "INFO:logs:mlflow==2.9.2\n",
            "INFO:logs:Checking Exceptions\n",
            "INFO:logs:Preloading libraries\n",
            "INFO:logs:Preparing display monitor\n"
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              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
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              "  }\n",
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              "\n",
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              "    async function quickchart(key) {\n",
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              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
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              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
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              "    (() => {\n",
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              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "text/plain": [
              "                                                                           \n",
              "                                                                           \n",
              "Initiated  . . . . . . . . . . . . . . . . . .                     15:46:04\n",
              "Status     . . . . . . . . . . . . . . . . . .  Preparing Data for Modeling\n",
              "ETC        . . . . . . . . . . . . . . . . . .              Calculating ETC"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "INFO:logs:Importing libraries\n"
          ]
        },
        {
          "data": {
            "text/html": [
              "        <script type=\"text/javascript\">\n",
              "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
              "        if (window.MathJax && window.MathJax.Hub && window.MathJax.Hub.Config) {window.MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
              "        if (typeof require !== 'undefined') {\n",
              "        require.undef(\"plotly\");\n",
              "        requirejs.config({\n",
              "            paths: {\n",
              "                'plotly': ['https://cdn.plot.ly/plotly-2.24.1.min']\n",
              "            }\n",
              "        });\n",
              "        require(['plotly'], function(Plotly) {\n",
              "            window._Plotly = Plotly;\n",
              "        });\n",
              "        }\n",
              "        </script>\n",
              "        "
            ]
          },
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        },
        {
          "name": "stderr",
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          "text": [
            "INFO:logs:Copying data for preprocessing\n",
            "INFO:logs:Declaring global variables\n",
            "INFO:logs:Declaring preprocessing parameters\n",
            "INFO:logs:Importing preprocessing module\n",
            "INFO:logs:Creating preprocessing pipeline\n"
          ]
        }
      ],
      "source": [
        "from pycaret.classification import *\n",
        "setup = setup(data=BoW_df, target='target_cat', session_id=123, silent=True)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "tp5b0rFt9yoc"
      },
      "outputs": [],
      "source": [
        "models = compare_models()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "fxSkcktJNWei"
      },
      "outputs": [],
      "source": [
        "svm = create_model('svm')\n",
        "plot_model(svm, \"confusion_matrix\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "vboAhtyDNcfd"
      },
      "outputs": [],
      "source": []
    }
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