Copy_of_CENSUSTFFNA.ipynb

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      "name": "Copy of CENSUSTFFNA.ipynb",
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      "name": "python3",
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    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
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      "source": [
        "<a href=\"https://colab.research.google.com/github/datamongerbonny/analyzing-census-data/blob/master/Copy_of_CENSUSTFFNA.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
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        "outputId": "6b13086b-b4ec-49cf-890c-709d93ad1e4a",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 238
        }
      },
      "source": [
        "import sys\n",
        "!{sys.executable} -m pip install pandas-profiling\n"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Requirement already satisfied: pandas-profiling in /usr/local/lib/python3.6/dist-packages (1.4.1)\n",
            "Requirement already satisfied: matplotlib>=1.4 in /usr/local/lib/python3.6/dist-packages (from pandas-profiling) (3.1.1)\n",
            "Requirement already satisfied: six>=1.9 in /usr/local/lib/python3.6/dist-packages (from pandas-profiling) (1.12.0)\n",
            "Requirement already satisfied: jinja2>=2.8 in /usr/local/lib/python3.6/dist-packages (from pandas-profiling) (2.10.3)\n",
            "Requirement already satisfied: pandas>=0.19 in /usr/local/lib/python3.6/dist-packages (from pandas-profiling) (0.25.3)\n",
            "Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.6/dist-packages (from matplotlib>=1.4->pandas-profiling) (0.10.0)\n",
            "Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.6/dist-packages (from matplotlib>=1.4->pandas-profiling) (1.1.0)\n",
            "Requirement already satisfied: python-dateutil>=2.1 in /usr/local/lib/python3.6/dist-packages (from matplotlib>=1.4->pandas-profiling) (2.6.1)\n",
            "Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /usr/local/lib/python3.6/dist-packages (from matplotlib>=1.4->pandas-profiling) (2.4.5)\n",
            "Requirement already satisfied: numpy>=1.11 in /usr/local/lib/python3.6/dist-packages (from matplotlib>=1.4->pandas-profiling) (1.17.4)\n",
            "Requirement already satisfied: MarkupSafe>=0.23 in /usr/local/lib/python3.6/dist-packages (from jinja2>=2.8->pandas-profiling) (1.1.1)\n",
            "Requirement already satisfied: pytz>=2017.2 in /usr/local/lib/python3.6/dist-packages (from pandas>=0.19->pandas-profiling) (2018.9)\n",
            "Requirement already satisfied: setuptools in /usr/local/lib/python3.6/dist-packages (from kiwisolver>=1.0.1->matplotlib>=1.4->pandas-profiling) (41.6.0)\n"
          ],
          "name": "stdout"
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      "metadata": {
        "id": "TNbS5Q6icC_n",
        "colab_type": "code",
        "outputId": "fd5262d3-aef6-4b90-b7fb-f272dde8e892",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        }
      },
      "source": [
        "#importing the necessary packages\n",
        "import pandas as pd\n",
        "import pandas_profiling\n",
        "df = pd.read_csv('https://www.dropbox.com/s/prl4dv0a3i1l4gp/CENSUSTFFNA.csv?dl=1')\n",
        "pandas_profiling.ProfileReport(df)"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "/usr/local/lib/python3.6/dist-packages/IPython/core/interactiveshell.py:2718: DtypeWarning:\n",
            "\n",
            "Columns (13) have mixed types. Specify dtype option on import or set low_memory=False.\n",
            "\n",
            "/usr/local/lib/python3.6/dist-packages/pandas_profiling/describe.py:392: FutureWarning:\n",
            "\n",
            "The join_axes-keyword is deprecated. Use .reindex or .reindex_like on the result to achieve the same functionality.\n",
            "\n"
          ],
          "name": "stderr"
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              "\n",
              "<div class=\"container pandas-profiling\">\n",
              "    <div class=\"row headerrow highlight\">\n",
              "        <h1>Overview</h1>\n",
              "    </div>\n",
              "    <div class=\"row variablerow\">\n",
              "    <div class=\"col-md-6 namecol\">\n",
              "        <p class=\"h4\">Dataset info</p>\n",
              "        <table class=\"stats\" style=\"margin-left: 1em;\">\n",
              "            <tbody>\n",
              "            <tr>\n",
              "                <th>Number of variables</th>\n",
              "                <td>16 </td>\n",
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              "            <tr>\n",
              "                <th>Number of observations</th>\n",
              "                <td>3039481 </td>\n",
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              "            <tr>\n",
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              "                <td>2.5% </td>\n",
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              "                <td>371.0 MiB </td>\n",
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              "                <td>128.0 B </td>\n",
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              "            <tbody>\n",
              "            <tr>\n",
              "                <th>Numeric</th>\n",
              "                <td>8 </td>\n",
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              "                <td>7 </td>\n",
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              "                <td>0 </td>\n",
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              "                <td>0 </td>\n",
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              "            <tr>\n",
              "                <th>Text (Unique)</th>\n",
              "                <td>0 </td>\n",
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              "            <tr>\n",
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              "                <td>1 </td>\n",
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              "            <tr>\n",
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              "                <td>0 </td>\n",
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              "    <div class=\"col-md-12\" style=\"padding-left: 1em;\">\n",
              "        \n",
              "        <p class=\"h4\">Warnings</p>\n",
              "        <ul class=\"list-unstyled\"><li><a href=\"#pp_var_PERWT\"><code>PERWT</code></a> is highly correlated with <a href=\"#pp_var_PERWT_6code\"><code>PERWT_6code</code></a> (ρ = 1) <span class=\"label label-primary\">Rejected</span></li><li><a href=\"#pp_var_AGE\"><code>AGE</code></a> has 31040 / 1.0% zeros <span class=\"label label-info\">Zeros</span></li><li><a href=\"#pp_var_BPL\"><code>BPL</code></a> has a high cardinality: 123 distinct values  <span class=\"label label-warning\">Warning</span></li><li><a href=\"#pp_var_CLASSWKRD\"><code>CLASSWKRD</code></a> has 1238260 / 40.7% missing values <span class=\"label label-default\">Missing</span></li><li><a href=\"#pp_var_UHRSWORK\"><code>UHRSWORK</code></a> has 1443568 / 47.5% zeros <span class=\"label label-info\">Zeros</span></li><li><a href=\"#pp_var_INCWAGE\"><code>INCWAGE</code></a> has 964970 / 31.7% zeros <span class=\"label label-info\">Zeros</span></li> </ul>\n",
              "    </div>\n",
              "</div>\n",
              "    <div class=\"row headerrow highlight\">\n",
              "        <h1>Variables</h1>\n",
              "    </div>\n",
              "    <div class=\"row variablerow\">\n",
              "    <div class=\"col-md-3 namecol\">\n",
              "        <p class=\"h4 pp-anchor\" id=\"pp_var_PERWT_6code\">PERWT_6code<br/>\n",
              "            <small>Numeric</small>\n",
              "        </p>\n",
              "    </div><div class=\"col-md-6\">\n",
              "    <div class=\"row\">\n",
              "        <div class=\"col-sm-6\">\n",
              "            <table class=\"stats \">\n",
              "                <tr>\n",
              "                    <th>Distinct count</th>\n",
              "                    <td>1240</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Unique (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Missing (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Missing (n)</th>\n",
              "                    <td>0</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Infinite (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Infinite (n)</th>\n",
              "                    <td>0</td>\n",
              "                </tr>\n",
              "            </table>\n",
              "\n",
              "        </div>\n",
              "        <div class=\"col-sm-6\">\n",
              "            <table class=\"stats \">\n",
              "\n",
              "                <tr>\n",
              "                    <th>Mean</th>\n",
              "                    <td>104.5</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Minimum</th>\n",
              "                    <td>1</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Maximum</th>\n",
              "                    <td>1876</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Zeros (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "            </table>\n",
              "        </div>\n",
              "    </div>\n",
              "</div>\n",
              "<div class=\"col-md-3 collapse in\" id=\"minihistogram9024518214298966113\">\n",
              "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAABEklEQVR4nO3XwQnCQABFQRVLShHpyXN6soj0tN5FHkaUBJm5L/zLY3fPY4xxAl667D0Ajuy694Bn0%2B2%2B%2Bcy6zD9YAm4QSAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAjXvQd8w3S7bz6zLvMPlvBv3CAQBAJBIBD%2B4g/yCf8W3nEeY4y9R8BReWJBEAgEgUAQCASBQBAIBIFAEAgEgUAQCASBQBAIBIFAEAgEgUAQCASBQBAIBIFAEAgEgUAQCASBQBAIBIFAeADsixGT7cl2XwAAAABJRU5ErkJggg%3D%3D\">\n",
              "\n",
              "</div>\n",
              "<div class=\"col-md-12 text-right\">\n",
              "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives9024518214298966113,#minihistogram9024518214298966113\"\n",
              "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
              "        Toggle details\n",
              "    </a>\n",
              "</div>\n",
              "<div class=\"row collapse col-md-12\" id=\"descriptives9024518214298966113\">\n",
              "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
              "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles9024518214298966113\"\n",
              "                                                  aria-controls=\"quantiles9024518214298966113\" role=\"tab\"\n",
              "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#histogram9024518214298966113\" aria-controls=\"histogram9024518214298966113\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#common9024518214298966113\" aria-controls=\"common9024518214298966113\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#extreme9024518214298966113\" aria-controls=\"extreme9024518214298966113\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
              "\n",
              "    </ul>\n",
              "\n",
              "    <div class=\"tab-content\">\n",
              "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles9024518214298966113\">\n",
              "            <div class=\"col-md-4 col-md-offset-1\">\n",
              "                <p class=\"h4\">Quantile statistics</p>\n",
              "                <table class=\"stats indent\">\n",
              "                    <tr>\n",
              "                        <th>Minimum</th>\n",
              "                        <td>1</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>5-th percentile</th>\n",
              "                        <td>22</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Q1</th>\n",
              "                        <td>54</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Median</th>\n",
              "                        <td>82</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Q3</th>\n",
              "                        <td>127</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>95-th percentile</th>\n",
              "                        <td>268</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Maximum</th>\n",
              "                        <td>1876</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Range</th>\n",
              "                        <td>1875</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Interquartile range</th>\n",
              "                        <td>73</td>\n",
              "                    </tr>\n",
              "                </table>\n",
              "            </div>\n",
              "            <div class=\"col-md-4 col-md-offset-2\">\n",
              "                <p class=\"h4\">Descriptive statistics</p>\n",
              "                <table class=\"stats indent\">\n",
              "                    <tr>\n",
              "                        <th>Standard deviation</th>\n",
              "                        <td>83.947</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Coef of variation</th>\n",
              "                        <td>0.8033</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Kurtosis</th>\n",
              "                        <td>13.911</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Mean</th>\n",
              "                        <td>104.5</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>MAD</th>\n",
              "                        <td>56.732</td>\n",
              "                    </tr>\n",
              "                    <tr class=\"\">\n",
              "                        <th>Skewness</th>\n",
              "                        <td>2.7571</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Sum</th>\n",
              "                        <td>317631941</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Variance</th>\n",
              "                        <td>7047.1</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Memory size</th>\n",
              "                        <td>23.2 MiB</td>\n",
              "                    </tr>\n",
              "                </table>\n",
              "            </div>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram9024518214298966113\">\n",
              "            <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAlgAAAGQCAYAAAByNR6YAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nOzdd3hUVf748fedkpkkM5OC9N5ECbCIFCkWwIKNZRUVVIqiolIURVFRv7I2WAV3EQugIoir/HBd6SBYcQUUC11URFGKtPRkMu3%2B/phkkkkmyUymTz6v5/GR3HrOuWU%2B99xzz1FUVVURQgghhBAho4l2AoQQQgghEo0EWEIIIYQQISYBlhBCCCFEiEmAJYQQQggRYhJgCSGEEEKEmARYQgghhBAhJgGWEEIIIUSISYAlhBBCCBFiEmAJIYQQQoSYBFhCCCGEECEmAZYQQgghRIhJgCWEEEIIEWISYAkhhBBChJgEWEIIIYQQISYBlhBCCCFEiEmAJYQQQggRYhJgCSGEEEKEmARYQgghhBAhJgGWEEIIIUSISYAlhBBCCBFiEmAJIYQQQoSYBFhCCCGEECEmAZYQQgghRIhJgCWEEEIIEWISYAkhhBBChJgEWBG2efNm%2BvXrx5QpUwJe9%2BTJk4wbN45OnTpRUlLiNe/w4cPccccd9OnTh4EDB/Lcc8/hcrlClWwhhBBCBEACrAhauHAhTz31FK1btw543f379zN8%2BHDS09N9zp80aRKNGzdm06ZNLFq0iE2bNrF48eJgkyyEEEKIOpAAK4IMBgPvvfdetQHW2rVr%2Betf/0r37t0ZPHgwy5Yt88w7ffo0c%2BbM4frrr6%2By3q5du/jhhx%2BYOnUqZrOZNm3aMHbsWK/1hRBCCBE5umgnoD4ZPXp0tfN27drF9OnTefHFF%2Bnbty/fffcdt99%2BOx07dqRHjx707dsXgG3btlVZd8%2BePTRv3py0tDTPtKysLA4ePEhBQQEmkyn0mRFCCCFEtaQGK0a8//77XHTRRQwYMACtVkvPnj25/PLLWbFiRa3r5uTkYLFYvKaVBVvZ2dlhSa8QQgghqic1WDHi0KFDbNmyha5du3qmqarKgAED/FpfVdVwJU0IIYQQAZIAK0YYjUZGjhzJY489FvC6mZmZ5OTkeE3LyclBURQyMzNDlUQhhBBC%2BEleEcaIVq1asX//fq9px44dw%2Bl01rpuly5dOHr0KKdPn/ZM27VrFx06dCA1NTXkaRVCCCFEzSTAihHDhw/n22%2B/5T//%2BQ82m419%2B/Zx3XXXsWHDhlrX7dy5M127dmX27NkUFBRw4MABFi1axMiRIyOQciGEEEJUpqjSeCdiytpXORwOAHQ69xvaXbt2AbBu3Trmzp3L4cOHadSoETfffDNjx44F4NFHH2XFihWoqordbicpKQmAJ598kmHDhnHs2DEee%2BwxvvrqK0wmEyNGjGDixIkoihLhXAohhBBCAiwhhBBCiBCTV4RCCCGEECEmAZYQQgghRIhJgCWEEEIIEWLSD1aEqKrK6dOFuFyJ1%2BRNo1HIzEyV/MWxRM%2Bj5C%2B%2BJXr%2BIPHzGM38NWxojuj%2BykgNVoQoioJGk5hf9Gk0iuQvziV6HiV/8S3R8weJn8dEz58vEmAJIYQQQoSYBFhCCCGEECEmAZYQQgghRIhJgCWEEEIIEWISYAkhhBBChJgEWEIIIYQQISYBlhBCCCFEiNWbAGvz5s3069ePKVOm1Licy%2BXihRdeYPDgwfTq1Ytx48bx%2B%2B%2B/RyiVQgghhEgE9SLAWrhwIU899RStW7euddm3336bVatWsWDBAj755BPatGnDhAkTUNXE61lXCCGEEOFRLwIsg8HAe%2B%2B951eAtWzZMsaOHUv79u0xmUxMmTKFAwcOsGPHjgikVAghhBCJoF4EWKNHj8Zsrn0sIqvVys8//0znzp0900wmE61bt2bXrl3hTKIQQgghEogM9lxBbm4uqqqSlpbmNT0tLY3s7Gy/t3P8%2BHFOnDjhNa1hw4YYjdEZcDLctFqN1/8TTY35U10YdryBYivC2msSKFEcZ6s0LdiLKek5MaC0RPQYOkowfvsqruRMbF1HhX9/BJc/pfA4xm9fwd7qQhytLwpxykIjUa9BpeAYxm/n42w3GDIui2j%2B9D%2BuQHd8N8V9poA%2BJez7i5VjqPvtU/S/fYa150TUlAa%2BF1JVkvb9PzQ5v2LtMwW0SbVuN%2BT5U10YdixCsRdhre5%2B53Ji%2BG4%2BXPxAaPYZIAmwfAi2vdWyZcuYN2%2Be17SJEycyadKkoLYb6yyW5GgnIax85m/lJPh2CQDJXS6F5udGOFUVrJgA3y0FICXrUmjeI%2BBNhP0Yqiq8eR389j8AUrv/FSxNw7vPCgLOX0k%2BzD0XVCfGn9fAfXvCk7AQSahr0JoL/yo9h3/9ELpeFrn8fbsE1rnv18bW3aHb9ZHZL1E%2Bhj9%2BCB/cCICxQVMYUM1HYZvnwEczAEju0A86DfF7FyHL36p74Js33WnIuqTqvVdVYe1U%2BPo1CbBiQXp6OhqNhpycHK/pOTk5NGhQTSTvww033MCgQYO8pjVs2JC8vGKcTldI0hpLtFoNFktyvctf0s4lpJYGVwD5J/7EkVIYjSRi2LGIlNLgCiD/ZGBpidQxNP7vWZJLgyuA3BN/4nJawra/MnXKn9OOadVY9KrT/XfeH2RnR%2Bf41ibhrkGnDdOKUejL/s4%2BCBCR/Ol%2B%2BxTTysmU1YcUnTpGSQSOe7SPofbPnZj/M8aTb%2BvJ3yn2kW/9z2sxlQZXAIWn/sTmR/mEMn9JO5eQWhpcge97r2H7S6R8/VpQ%2BwmWBFgVGAwGOnbsyJ49e%2BjduzcAeXl5HDp0iG7duvm9nUaNGtGoUaMq07OzC3E4EuDmVw2n01Vv8pf082pSPnnYe75LjUr%2Bkw6sIfnTR73T4qxbWsJ5DI073yB5%2B4uV9qfijGCZ%2BZ0/1YV50xT0v33imeTSm2L%2B/E6Ia1B1Yf5wMvrfN3smuYwZaAh//nTHvsW0ehwK5W8xnKoS0TKNxjHU5P5K2oqbUexFnmkujbFKOvR//I/UdXd7TQv0vhds/pJ%2BWUfKp4/UmAbD/v%2BQ8r%2BnAXBkdIhaoJNYL%2Bzr4M8//2TIkCGevq5GjhzJkiVLOHDgAAUFBTz//POcffbZdO3aNcopDZKqov/jf2hP/RCR3WlzfkF/6FN3NW2c0uT%2BCo7iKtN1x77Bsuker5twtOiPbMWycXJMpKUmST%2BvxrT5/6KdDL%2Blbv0Hxh/f954YzfZ19Ujql09j/HllxPerzfmFtDVjURzFqJr6U/egFJ0kbdXNaIpPolL9Oa49uRfLuttQXLYIps6b7shXWD6ciKJWH6DpD32G%2BeP7AXCmNCb3qqXVLhtu9SLA6tq1K127dmXFihWsX7/e8zeA3W7n4MGD2Gzuk2bEiBH87W9/Y9SoUfTv359jx45VaU8Vj1K2PUf6ihtIf/9vYK8aNISS/shWMt%2B%2BgPRVN6M/sjWs%2BwqX5O8X0mDpANL/O7zKvNSts1CcJago5A3%2BZxRS56bNPoBl7Th3WnQp5A2aE7W01MhRjPmTB1FQcSU3IP%2BCp6OdohoZdy0m5Vv3NW9v2I2iHnfXsoYIFU3BUZK/XwCA/YwsirqPj8h%2BleJTWFaPRmM97b6uL4n/e75f7EWkrRmDLvdXAAoHPIEruWGVxTQFR0lbMwaNLR9VoyPv0pcinFDQZv9M2tpbSu93RvIGza66zMm9WNaPR3E5cCWZyb36LVyWFhFPa5l6EabX1MVCixYt2L9/v%2BdvRVGYPHkykydPjkTSIsLw439J/WYuABpbPhprNi59eBpSanN%2BIW3FiPK/c3/D3rxvWPYVLkk/r8b0P3cbA/3xqv2faQr/BMDW7jIcjfx/dRxKijWbtNWj0ZTkoipa8oa8itPUPCppqY2m6BQaWx4ARedOwplWe3900ZL0ywZMmx8DwGlpTe5Vi0ne83aUU1V/KNZsT21sUa8p6E5EoHscRzFpa8Z6goyCC57E1u7y8O832lxOLB9O8Nzjis65i%2BK/jCPlm0rBpa2QtNWj0RYcBSB/4HPYWl4Q0aQqhcdJWzWq9H6nIe%2By%2BTgtLb2W0eQfcS9jL0DV6Mm7/DWcZ3SuZouRUS9qsOoz/ZFtmD%2B6PyL7Ukpysay5BcXl8ExTlfg6xcpe/9WotNGzK7VxBFLkg9OGZd3taPN%2BA6DggqewtR5Uy0qxwWluWftCUaI7vgPLxgkoqguXIZ3cq99CTan6NC8iQzWE/%2BMHVBXzx1PR//kdAEXdx2PtOjb8%2B40BqVuewfDrRgCsHf9KYd%2BHqy6kurBsmozu1D4ACnvfT8lZ10UwlYCzhLT1t6PNdzfjKbjgGWxtBnstotgLSVszFm2R%2B%2BE3f9Dz2Fv0j2w6fYivXz8REE3hMSzrbo/MO3Ong9R1d6HLORD%2BfYWJUnSCtLW3oThLPNNURVt1OZezdF4UKoBVFdPnj5JU%2Buq16C%2B3Ye0Smb6kosJeDDW0twgVpfg0lrW3ojisqFoDuVctxpneLuz7FaGjO/YtmvwjAa2T8s08jD%2BtAKCk3RAK%2B00PR9JijmHfMlK%2Bnw%2BAvWlv8gfPAR8Pw6lbZ2E4uAEA65nXUNTz3oimE1XF/OlD6I99A0BRj7uxdrm5ymLmTfeiO7UXgMI%2BD1DS6dqIJrM6EmAlKlshltVj0VhPA1B81g3h25eqwroH0f/2KeB%2BGoo7jmLS1t6KptjdQay9ae/qly37bN9H8BVuyd%2B9SvLefwNga3Uhhf0erWWN%2BKU//CUNFvck/b2h4f1YwmElbd04tKWvfvMHz8HRJIr9mYmApXz9TzL%2BM5T0/1wNFWrQa2L4YTmp22YB7vZeeRfP9RlkJBql8DjmTx8CwGluQe7lC0FrqLKcce%2B/SfnW3dbK3rgH%2BQP/EfEPPVK%2BmYvxh%2BUAlLS5hMI%2B03wup7G7u2iwdvwrRefGTvOexD%2Bb6qPSal39yd0AFPa8p0qVaigZdrwO218HwNa8HwXnPxm2fYWFqmL%2B6L7y1wQ97qakXQ0d55UFWJrIBlhJv6wndcszADgyziTv0pchQb920uQcJP2D69GU5KI//j1K8anw7EhVMX/yAPqjXwPuGsGSeHxAqMeSDn5I6lfPA6At/NOrq4Hq6I5ux/yJ%2B8famdqYvMtfj0hv7bFAl3MAxWUHoKD/Y6jJvvt41Fjdo5c4zS3Jvfw10BkjlkZwt4VN3fYcAI4GZ5N/yYu13nML%2Bz4SU1/7SoCVgLyqdTsOo6j31LDtK%2Bm3j0n%2B/AkAnBntyRuyALT6mleKMSlfzcb48yoAStpfSeF5D9W4fNkrwkjWYGlP7PF0x%2BBKbkDuVYtRDWm1rxiHlJJc0tbeGpF9pXwzD%2BOP/wWgpO1lFPZ7LCL7FaGhPbUP88bARsjQ5B8mrbS7AVWXQu5VdfvSTJvzi89uXGJehVfuvl6Dl9XiA%2B4v8a5agppatV/HcNKd2IXlI/frSGdKI/f9LslU63pqjAXJEmDFKMWWX6fXIoZ9yypU655D/qDnQxrRK7Z8z7%2B1p/Zh3nC3u08SYzoFQ5egGtNDtq%2BA1aW89r9P6nZ3Vwv2hl3d3S7U9pqgtAZLjVANlqbwGGlrxqA4ilA1SeRe/houS%2Bw2Fg%2BK045l/Z3osn8K%2B67cT8juV0SOBmeT58cTsogdmsI/SVs9xvN6yC/2Iixrb0VTfBKAvEvm1ulLs5Ttc91d0ay8MeB1o86rTWPN97q8S1/GmdkxvOmpRJN/BMvqsZ72kHlXvI7L1My/lWPsFW9spUYAYPhpBQ0WnYNl3W0BracUn8b8qftLEKe5BblXvBHSat3k716lwWtZpH7h7sLA/PFUzyexjHgbV3rbkO0rELo/vydzUQ/SVlwfUJClFB7H/LG7ds%2BZ2oS8KxdBbd1XOO2eqvNI1WCZPpmGtvAY4P46xtG0V0T2G3GqiumL/yPpD3cP3i59ath2pfvzO8/Xos6URuReubjevCJKCI5iLGvHoS1wN2q3Nffji7GybglOuseTLOwzDVtNTQGq4Q7M/wHgebUcVyoGWD4eKKydrkXV6Mg//0nsrQdGMGG42w6vvbX8a8DBL%2BBofI7/60uAJWqiP/QZlg8noDisntd8/tLmHvR8MVjY95GQfmJu2P8%2Bpi%2BfQlFdpOxYCIDu9I8AlJxzG7QZELJ9BUKT%2BxsZ712Ftug4SYe3oJTk1L5SKd3pHzzlVXDBU7hSm9S8gqpi%2BrT89aHLFJlBisv6qSlpN4SSTtdEZJ%2Bh5V/Qm7xjIcm73WM72loMoCBMHZJqsw%2BQtnqMu8NCrYG8K97AZfbzCVlEUDU17y4nlk33oD/%2BPQCF507CelbVDoG9qCqmLx7H0y3BmX%2Bj6NyJAafIr25cYpxS1oYUfAYk%2BYP/yalbd2LtdksEUwU47aStv6O87XDv%2BynpODSgTfj66juaJMCKIdqcX7B8GJpeoyt3whYM/ZFtnpoecL%2BXr0hNik5bIKUkl7Q1Y7wnBvKa0FV%2Bo3Fm1F4Nbvx6Lsk/LAPA1vICrJ1quamHSukTpyOzU2T2F07VvK5O%2BmUdpv/9HQBHenvyLnslPA34S/KwrBtXocfuuTgadw/9fkTYpG55BsOBtQCUtL/CrzamyTvfIHnXYgBszfrUqemEJvc30tbc4t2Niy48HTaHVYV7pM9%2BChUlMn2QVWL64gmSfv8McNeiFfWsQyAbQw3cQQKsmKFYc7CsHoOmJNczTfXx6WykaXJ/rdKXlis1MjU3NXLasawfjy775zpvwms8q9ouzN3vk7ylQnudIfMj15jf88QZWzePUNEd34mltKGyK/kMdwefxozQ78jlxLTubs85UzjgCWztrwz9fkTYJO1%2Bu7z/pibnknfxv2ptN6c/9CmppSMzONLbu78YDPDe6n6YG%2BsJzO2N4jgor6UGKxqMuxaTvLs0AG4xgPyBz9ctbTGSnzKxlZp6RH/oMzKXnEfKVvePtmnz4%2BhyDwLEzJAnSkkeaWtu8dxUnClR6rnch9T//Z2kP74Aqtao%2Ba1CgFVT1bL2xG744C6gvL2OWtd91kXZE2cCNsDWFB337uDzitdxWVqFZ2cbH0f/28cAFJ89guJukflSUYTIb1tI%2BaSsjWlLci9/HWqpQdJmH8BS%2BiGOy5BG3pWLAv4QR3E5MX840fPhRWH/x2ruxiXWeT1YRv%2Beov/jf5g2Pw6AI60teZe9WveH1xjIT0USYEWB9vSPpK%2B6CW3%2BH6R%2B8yIA%2BmPbAXc7m%2BKuY2paPTJcTswbvW8qtjYXRzlRbsa9/yZl1yKgtK3O%2BX%2Bv24a8bjS%2BLwVFdWJaORY8X7REob2Op2PTxLtcLetur9CAf3bYOvhM2v1v2FI6gHPT3hRc%2BEzMvU4Q1dNYs2HZze5BfPWp7s/2U86ocR3FmoNlzVg0trzS8ToX1Kl3/tStszAc%2BgQoDcz/cnud8hAzAqm5DzNN7m9YNtyJojpxJVnqFAB7ibF7ZGylJtE5rJg%2Bvp/Md6ofNy7atVf6378g7f1rSf9gOIaKT/sxclPRH96C6bNHAHBaWgXXVserqrz6Jx9N6ZdKRYOfi0p7nbJXmbHWgDMUyl6JF/W4m5Izh4VlH/ojW8trPiwtyR2yALRJYdmXCKOik6go5F88F2fmmTUv63Jg%2BXCC561Awfl/r/PYdIrD3XGpvUlPCi58OupBSdD8eLCMBMWW7x49w5rtPq6XzsOZ0SHIjcZWSJOY3UDHosVXYzl9CG3piO1lXIYo9htVgWH/f0j5Zl6V/oecKY2CetrXnd5Pib249u4P/KDJ/RXL%2BjtKn2JN5F6xKLi2OjU9yVVuLN//XmxnDwdH%2BMfFq6IsnWG6sWtP7YfM1kD4ukWoSUmbS2rt3LWuNPmHsay7w91zdZKJgqtrr/kQgdFm/4wrtXGdXptrCo%2BBqlb/RW6lcSiL%2Bz2Erd1ltW43dcuzngbTxVmjsAb5VsBpal7tkDLxRvGzaUTIuJzuwaKbdPGaZt44Cd3p/QAU9ns06AHrfTbYj7LYS1GiOvh5leAqVijFp7Bsusdn546Opj2DetpP%2BX4%2BaWtGB5M8j9Rtz3n6oMq/9CWcDYL7qk6p4UlOqdBDs63tJTD48aD2FRRPgBX6m2HKV3PIfHcwphXRGTBa1RrcQ2CE4%2BZod/eVVNaGkGtfw3XGWaHfTz1m3PkGmf%2B%2BiPT/DAu4o1/d0a/JfKs/mUsHoBS5O/6svA3FVlD%2BR9frKelZe9cKhh/f9zSEtzXrU/cmBBXkXrkopN3eRJMm/3D5H%2BEOSpx20lbdTMb/G4Jx2wueySlfPY/h100AWM%2B6nuLudwS/LwmwRCzS5v9Rw9yaak38u6EmHd4SUHqqoy04CoCtaZ/QjK1Yw5NcSZtLUHVGbM3Oo3DIS9FtYB6mNlhJB9aS%2BvUcALQn94Z02968zxNH43NwJZ%2BBI70dp2/8zK8hMAJmK8T8yVRPnzrWvg9Cp8tDv596TP/7F5hKOx1210T4H2BpCo6Qtu4OFGcJirPEPexMZYqCrcNVqFoD9jaDYeiLftXimj93D4DuNDUj77I6fu2r0VLSaqB7qJgrF9ept/dYpPvze8%2B4jY70dqjGzLDuz/0xkrvj4LJ7jP7HlZ62x/bGPci/6NmQ1M7bm/QMehuhJq8IE5b/J6zuxO4gd1V5X0FeLKpa4wWnpvgenDTw/VT/ubKzYRYnx%2B0CrQGdPrqXiaemLYQBlvbUD1g23Ruy7QVCNaRxaux2d4Ab6rZQLifmTZMx/rTCM8na/iqsvSYThz0WxSxN3iEsH97l3WmlvxzFWNbd7jXmXXXszfpw8rbd6AwpZOiNgH/D4qg6I3lXvB7U6%2BC8q5aAwxqS5g2xQCk6gWXdbe4OdnVG8i59JaztyQz7lnk%2BRvI4upPUjVOAskG2Q/faNX/wC7UvFGFSg1XP6U7swvTF/4V0m2qSiZI2l3r%2Bdvk7KLHLiemj%2B8lc3DPMNSpl%2B3OU/9tX8KJLjn61s1ctW4jSoqpYNk70NN6NrNIbukYXlobmqVue8QquHA3OJn/wnPhvmBxL7EWkrR1XPmRUIFQV86cPeUYn8IsuufbjV6mtVv7A53E07Bp4%2BipSlIQJrnDaSFs/vsIXu3NwNswK2%2B50x77xDNtWRlN0At4ZgeIodn%2BRfflruFLr3vWP09wClyENVWsgZ%2Bi/Y3J8VgmwYkUdBioOllJY3gdRqOVd%2BQaFAfbEm7p1Jsk/LENb%2BCeGn1eHPE1eVBXjTyvd/0RBjdGvypIOflj%2BR4jGlVRseehO/QDEzkcWoWDc%2B66n7U2Z3CvekDEGQ0l1YfnoXnejZcDhxwgIFSV/Px/j/v/Uad0a6cqPcVH38WH7IjUuqSqmzx5Bf/QroPSL3QCHoAmEpuCIp3NqVZfs%2BTJed3Q75Lnbf%2BUPnBXYGIO%2B6FM4fdNmTt/0OfaWFwSb7LCQAKu%2BclhJW3ebp11TWARQ42L44T1SvnulwpTwBpwp2//l%2BcqopNM1MfkjrD21D3PpuGcuY6ZXrWAwKgbUrgRpuKs78hWmz8qfmO1NepJ9/bqYfKqNZylfzfEMU2Pt%2BFeKu/j/cUTSrx%2BR%2BqV7fElHZif318khUtJ6ECXtr6Dw3MkU9psesu0mguSdr5O8710ASloNpLDPtPDtrPTDEm3RcQDyBr%2BA09LCaxHruXdTEqJhxtTkTFzm2OiY2xcJsGJNRF5lqJg/eRD9n98CUNRjAo6MWvqVCSPd0a8xf/Kg90RN%2BIahMfy00tPQ096wK/kXzgzbvupKKTpB2ppb0dgLUTV68i5fGLLuBZTiU55/qyGqFYsmTe5vpK2/HcVlx6VP5fSIjeRc%2B0Hwr4iEF8OPH5C6/Z8A2Bv9xT2en5/tLbUn92L%2BcAIKKi5jhvurvFB%2B3JCUSt6QBRSd92D0X%2BvHkKRfPyK1bIzPjI7kXxrGD3ZKazf1J3YBUNjrPmwdrkKb82v5MmcOobjfw77XT0ByJtZDqV89j/HH94GyPojC%2BERTC23OL%2B4BVEurk8NNd%2BQrzKWNu50pjci74vXYa2dhLyZtzVi0%2Bb8DUHDhM9ib9QnNtl0Oz5df4B77L54p1mzSVo9CU3zK3VnhJS/ibHB2tJOVcPRHtmL%2B6D6gtHHyFbUPU1NGU3iMtNWj0dgLUDU68oYsCN9wSMJDd2IXlg13eYYJyr3ijbAO4pz65dMYDqwB3B%2BWFPVy32ftzc8DwJVkgWsWJuSQX9WRACuR%2BNmOy/jDcgDsDbuRd8m8Gp/41DAPMJzyzYtoSnJQFQ15l71SS4P44F8bpm6bVRrMpZB35Zu4TBEe9sYPxp9WeBoBF/WYgLXzyJBtO%2BnQZyQd/h/g7qE/Gj3Th5Jxz9voSj/xLxzwf9jahuY1qvCWutV93bj0qeRduRhXahO/103%2BfmF54%2BqBz2Nv3rfaZZUwNw2oT1K%2BmoPiKELVJLmH%2BEpvG7Z9aQqOeg3CnX/xC57flcL%2Bj5N/4bPkjf0fGMMX4MUiCbDqsaLe90NSdHrvLlPWwaC9eb8Axjqse9CnKX09Zj1zGI5G3eq8nXBSit1lomqSQl67WPH1oLutSnx/XVd2PJ2mphT/5bYopyZxlV2nJWdeg6Nhl1qW9lZ2jBwNOlNyViBtb%2BL73Iw2Tel9pKTdZaGrAa%2BGUuGL0sI%2BD3rVbrpSG2PtMgo1OUTd68QRCbASlR9tuYL%2B7D%2BUXz5Gepy9eBjXT1HC254kUmUQiS9k4%2BF4JgJN3c9HtR69GoopkW6TJm3gPKQkRNCkUl8IIYTwJgFWzJAwRdQD0uGnEKKekAAr5sgPkBBCCBHvJMASQgghhAgxCbBE/RKFIYmEiH/BXDdyzUVFJO91cl/1SQIsUbMwt5kJqN8buYhDINHKMNHyU9/J8RSJQwKshBLgzSmWGhwHkJSQdH4aS3mvTrjTGA9l4LdEykssC6acA1s33J0c1x8RLseEuq8ERwKshCUnuYgVUishhKh/JMASwZMnFiGEEMKLBFixQtoXiXpBgnEhRP0gAVbMkR8gIYQQIt5JgCXqGakpFCJQSjA17FI7HyWRK/eAvgavRyTAElEmF2ZlQf2YRXHbUZFo%2BRFCJAwJsOo1f15HRuqVpT/7CeWPaTy8ig13GuOhDPwkH1pERFBdJ/hzjCRgDn2o2lMAACAASURBVL2IXxtyLZaRACuR1Jebk/yYCpH45DoXcU4CLCGEEEKIEJMAK2aEuPYpEk9/nhozedIUNagvNatCCFGBBFhCCCGEECEmAVaskXYH4SW1KUJEmFxziU%2BOsS8SYInokuvSh3AWSqIVeKLlRwiRKCTAqs9iqLYsqM%2B/6yJ2sl6D8CYy4mUu4l8M3TOEvyJ7zOS%2BUk4CLBE/pFG9qJacE4lBaiRF4pAAK4GEZbgCeWIVQgghAlZvAqzDhw9zxx130KdPHwYOHMhzzz2Hy%2BWqspzL5WLu3LkMGjSIc845h6uvvpq1a9dGIcVCCFGfycOdiG%2B6aCcgUiZNmkRWVhabNm3i1KlTjB8/njPOOINbbrnFa7l33nmH5cuXs3jxYlq3bs3nn3/OxIkTadeuHWeddVYYUxjq2qdI3JxK0yy1XKIGMhCsEKI%2Bqhc1WLt27eKHH35g6tSpmM1m2rRpw9ixY1m2bFmVZffs2cO5555Lu3bt0Gq1DBw4kPT0dPbv3x%2BFlAshhBAiHtWLGqw9e/bQvHlz0tLSPNOysrI4ePAgBQUFmEwmz/SLLrqIJ554gn379tG%2BfXs2b95McXExvXv39nt/x48f58SJE17TsqpbWFHQ6TSe%2BiaNRgFNeY2QTud/DKzVair8WwGdxuc8zzSNglq6THWVUBqlPA2a0nQpine6NKUrV96HxpMPpdp8lO1Xo3gvo9FUXUcpXVijocqyZXS68jz53F%2BFbflbtmX58lWGmoplrql53/7y5EcJ7PhrdN7H31daNJXOLc8x9awX%2BmeuimWk0Wr8zpNG653WGvNTS1nVdAxrTUeFMgrkeERSMPnzj7sWsvJ1qa10jFCq7r/sGq98zVVct%2Bx%2BVd09LPz5C4y2jvfoGrcZ4jyW1RwrPu6lQW%2B78m%2BLpuqxrCzWjmEk1IsAKycnB4vF4jWtLNjKzs72CrAuvfRS9u3bx7BhwwBITk5m1qxZNG3a1O/9LVu2jHnz5nlN2z/S97IaBTIyUt1RA2A06iE5CXDf0DMyUv3eL3lGzz8tlmSouG6qocriZnOFZao56ZOSdCSVLWNwny5arcYrXUajvnyfFRnd%2BfDk0ZfSC1GfpHMvU3qdJicnkVx5ndJlk/QV0gSQWp7v9LRUSK2hzEpv6kZjEsZAyhYf%2BQOwl08zm43eZV5XpeWpKJrAjn/FtJiqSUtKkuefGRmp5edaabn7zGOwXCnl6TIn%2B19GXsc1BUw%2B1ksqPSc1il9lVaf8ecrIv31EU1iOH3h%2BQI2GStdNcvl9JSO9/D7mpfQY6SrdNyguT6ul7LwoMladVkHY8heo5LJrNPTnRMjyWHpPNyTpMYT6vC0q8fwzNcUAloq/PSk1XuMxcwwjoF4EWACqnz14f/DBB3zwwQcsX76cTp06sWXLFu6//36aNm1Kt27d/NrGDTfcwKBBg7wnLu/nc1mXCrnZhaS5XGgAq9WOS7GRgvuZMSe70K99AujyrZhL/52XV4zTWL6uvrAEU6Xl8wusOEq3b3G60PrYps3moLB0mZQSBwbA6XSRl11IOu54yGq1Yyzbp7P8wwGj1UZyhTz6YnI40QN2u5OC7ELSVPd76%2BJiG9ZK65gdLnSAzV6eJnferJ685eQWotqMVMfiVNEC1hI7xX6WrVarwWJJrpI/AE1eMWX1ovn55eUZjLJyU1U1oOPvlZYC32lJKiqh7NaXnVOEsbhsX%2B5j6SuPwdLkFtWaLl%2B8j2sRqr3qeskl7nPP6YK8GrZb0zGsTXkZBXY8IimY/PnD4vJ93RiKSygLn7NzCn3WYKXY3PcNh1Mlv8K62vxiyh578/KLcWYXos23VpkWifwFylhsD/k5Eeo8mp3u%2B2WJzUFRiM9bxVpEeum/C4tKcOb5Pm4VRfMYRuvBqF4EWJmZmeTk5HhNy8nJQVEUMjMzvaYvXbqUG264wRNMXXTRRZx33nmsXLnS7wCrUaNGNGrUyHvi8moWVlUcDpenGbDLpeJylQeDDof/J6JS4aR1OlWvdTU%2BTuiKy1QXf7rU8jSUpUtVvdPlKl3Z6XR5T/fkQ602H2X7dalqlXUrr1MWJLtUxWue1qu8VNQaykwtLWnVx/ZrUzl/ANqKZV6HbfriKWcCO/5aR/XHv4yu0rlVcV8KvvMYrIpl5Apg%2B1qnd1p9HVfPOab6V/Z1yV9dj0c0hOP4VVT5utRVOka%2Bvq1RPfeNSseowrqe89XhrDqtgnDnz1/OOt6j/dp2iPKoei6N0NyXKlK87jUur4CpuntPxeVj4RhGQr14GdqlSxeOHj3K6dOnPdN27dpFhw4dSK30OsnlcuF0Or2m2Wy2iKQzeIn%2BtVai508IIUSiqBcBVufOnenatSuzZ8%2BmoKCAAwcOsGjRIkaOdDeMGjJkCNu3bwdg0KBBvPfee/zwww84HA6%2B%2BOILtmzZwuDBg6OZBSGEqF%2Bk%2BxcR5%2BrFK0KAuXPn8thjj9G/f39MJhMjRozgxhtvBODgwYMUFRUBMH78eBwOBxMmTOD06dM0b96cp556ir59%2B4Y3gX62EfN7c9JJnxBCCBE19SbAatKkCQsXLvQ5r2IfV3q9nnvvvZd77703UknzFldPbfE3NqAS4kBWiHohqOtGrrnoiGS5yzH2pV68IhTViYHAKEoDOMd0DV84y8TrhzKGy8BP0kt8hMXVA6Bwi/Qxk3OkjARYQoi4p8oPf%2ByTYyTqmXrzilAIEX0xXXMoRA2GD7%2BaEyeOo9VqweUgSWlEpwwXY3t/wznnnMvrr89n27YtLFjwJgATJ97Brl073MsDZrOZrl27M2LETXTp4l%2BXPyK%2BSQ2WEEII4YcpUx7g44%2B/ZMvs0Xwx7DiDW9p54IF7OHz4D5/LjxhxMx9//CUbN27m5Zdfp1Ons5g8%2BS7Wr18T4ZSLaJAarEQSlgbcMVTjIA3UhUhw8XONJ%2Bvg1s42/v1nQ7Zt21LjslqtlubNWzBq1C2YzWZeeOEf9O9/AWazucb1RHyTAEsIIURU5dtUDhzNQ3vaidnV3j3tpBOnmge4h1kx59vIz7eGbJiVNpkpmAzB/wQ6nS40vsZgrMZVVw3j5Zdf5KuvtjJ48CVB71/ELgmwYkb8PLkJIeqb8N2f8tRkrlxZQr79%2B9IpT7r/t8EKfF/dakEzG3SsvL13nYOsQrvCO/uTyMnJpm/f/qxevcKv9XQ6Hc2bN%2Bfo0cN12q/fIlnjL28XfJIAK%2BaE6JWcP1/shOqrnqC2o4ZgG3UQ0180hbNMKtwII1UEYb35yo09smL5ugm/F154jrlz54DLgVFpyNmZLv75z5dp3LhJQNtxOp1oNNowpbISubdGjQRYou7kqUUIESSLUsyaoQYOGM5Ge/pHzB/fD0D%2BwOdwNjgLKH1FaDZG/RXhlCkPMGzYcJK/mYdp60xUXTIns7oEtI2ioiL%2B%2BON3WrduE9B6Iv5IgCWESADy1Bz7qj9G5iSFLk0t6DRaMjQHAMg%2BQ4ujiQUAnU5DRkYq2dmFOByhCbCiZenSN0lNNdGzZ69oJ0WEmQRYQgghRJjl5uawcuV/effdt5kx42kMBmO0kyTCTAIsEYektiJuSfsMUY%2B8%2B%2B5Sli9/B4CkpCS6dv0Lc%2Be%2BIh2N1hMSYCWUMLSJiqkfRGnzJURCi%2BF2ne%2B9t6rG%2BePGjWfcuPGev%2BfNWxDuJIkYJz25x4rYva8kGCloIQIWTOBT53Vj6eEuHkXyXif3VV8kwBIxQkZ8ryrcaYyHMhCxRc6Z%2BCPHLFokwIo1MfVKzl9BpDmGXwlETTjLJNGKO9HyI4RIGBJgiSDIr5vwRwTOk7h8MKln5BiJekYCLCGEEEKIEJMAS8QfeRIWQggR4yTAEkJEkATHQoj6QQKsRCINxmsnZSREHQRz3QSyrlyfoaJE8l4n91WfJMCKGVE4Qf161RapGgcZ8b2KcKcxHspAxJZInjNyfoaEKl3gRI0EWDGnvp2c8uRTVTjLJNHKO9HyI4RIFDJUTqKSpz9Rr8j5Hvvi%2BxgNH341OTnZrFz5IcmV5i1b9jYvvvgCjzzyfwA888wMkpKSqmyjWbMWLF36/zh69AjXXTcUvV6PUnqvNpnM9OrVk/HjJ9GoURMAHA4Hixe/zqZNGzhx4jiKonDWWZ257bY7%2BctfzgHg9dfns23bFhYseBOAiRPvYNeuHWhxgtoYS8oWunwyjREjbpIxECNMAiwRAvF94xRhJu0zRIJITk5h8%2BZPGXaG9/SNGzeQnp7h%2BTszswErV26odXtvvvkOrVu3ASAvL4eXXnqBqVPvYdGif6PVannxxTns3Pk9Tz31D9q0aUtJiZXly99lypSJLF36/2jWrLnP7Y4YcTOPZKxCObGXA02Gstp6FpMn38WDDz7CkCFX1jn/IjASYIm6kx9OIUQ90rdvfzZsWMewmzp5pv3xx%2B/k5ubQpk3boLadmZnJtGnTuOCCCzh06Dfatm3H119v48orh9K%2BfQcAUlJSGTNmHE2bNvNZQ1aZVgMtM5MZNfgWzGYzL7zwD/r3vwCz2RxUWoV/JMAScUhqzIRIKPZCdMe%2BRXt6v2eS9tR%2Bz0OcVqeBwmS0%2BcXgcIVkl86MDqgGS0Dr9O9/AU8%2B%2BRinrm6FqXTaxo3rueiiwezbtyf4NDmdAGi17ubRrVq1Zt261fTufR4dO5YHdZdeennA277qqmG8/PKLfPXVVgYPviTotIraSYAl6hmpdRMicEFcN37UdKdtuBONvdBrmuWTqVWWCywcqpnLkMbpUVsCCrLMZjO9e/flw%2B8OcrvBPW3Tpg088cTTXgHW6dOnGDSoX5X177xzItdff6PPbZ86dYqXXnqBTp3OokWLVgDce%2B%2BDPPHEI9xyy000adKUv/ylO%2Bed158LLxzkRw2Wd7nrdDqaN2/O0aOH/c6v/%2BS%2B6osEWPVaDNUE%2BdMoP6SvJGMo71EThTKQjy9EnBsy5ErefnUmt/eHvac1KIrGq3YJ/G%2BDNXbsSE8jd4vFwnnnncdzz/0TjcZdg9WkSRNeffUNDh78he3bv%2BL7779h1qyneO21V5k3bwENGzaqPcEVLjmn04lGo/U/s3Uh17iHBFgxIqKdwgUi7BdLjOY7msJ6LiRYecfqdSMCknvZq2BIQ3v6ByyfPAhA3sDZODM7Au5XhBZzMnn5xTij%2BIoQ3O2wZj2dz6/5WlYfTOLSS4fUOQ0VG7nrdBoyMlLJzi7EUSmPbdu2o23bdlx33QhOnTrJ7bePYfnyd7j77nv83ldRURF//PG7Z38i/CTAijkS/Qsh6hl9Ko4mPaj4AOBs0AlH4%2B7uP3QayEjF6SP4iDS9Xs8l3duw4dBJNvym558z6h5g1eT48T9ZsmQRd989iZSUVM/0Bg3OoEOHMykutga0vaVL3yQ11UTPnr1CnVRRDeloVAgR/%2BS1ROxLoGN0Ve/2LDuQTOMUF02bNgvLPjIyMtm%2BfRt///tjHDr0Ky6XC6vVysaN6/nmm68YMOACv7aTU2TnrbcW8e67b/Pgg49gMBjDkl5RldRgJSwZ0kIIIcKha5tG6DVwdVu7z/nVNXIHeOut/%2BdpY1UTvV7Piy/O5403FjBlykRycrLRaLR07HgmTzzxNH369K123XffXcry0o5Gk5K20fUchblzX5GORiNMAiwhRJhJOykR/957b5XX3xuuOomqS%2BZk6d/z5i3wzLviiqtr3d4XX2yvdZmGDRsxbdqjNS4zbtx4xo0b7/m7LB0Z716C7tQ%2Bis%2B%2BgYJBs2vdlwg9eUUo6kyJ1g9nMDVm0ihaiMAFcd1E7T5R70m5R5sEWPVZvX61Fw95D3ca46EMREyp1/eMeBXpYybnSBkJsGJGCJ42Er52JtHzJ0Q9l/D3MFGfSIAlahHmpxG5ofoQxjKJenmH%2BnyKdn5E2EhtmYhzEmDFGFVuKkLUgVw3sU%2BOkahfJMASQgghhAgxCbASViSfFuXJVAghhKhIAixRz0ibnYiLersvEbxgjqEc/6iI5HUn17hPEmDVazFU8xRQ27MQpDse2rqFO43xUAYixsg5E3cifZ3LfcVDAiwhhBBCiBCToXJiRiiqWOOxmjaANEs1dAgkWBnKOZFgYvt4Tpx4B1lZXbmvt0Knd5rQOdPJq7e7vMYWXLt2FWvXrvIaOmfv3t0sWfIGO3Z8j91uo2HDRgwadAmjR9%2BKwWBg5Mhr%2BPPPYwA4HA4AdLryn%2BePP/4SgIKCApYufZNPP/2IEyeOYzAY6dbtL4wZM46zz84CYNasp9iwYS04bbhcjXGon5CUVD4u4pw58%2BjevUf4Ckl4SIAVc6R6VYjAyXUT69SAj1HsH9OjhQorV77PsGHDq11m69YvmT79AcaNu5Pp02eQnJzM3r27mT17Jjt3fs/cua/yzjvvo9NpyMhIZcqUqZSUWJkx41mv7RQVFTFhwm00aHAGzzzzHG3btic/P5%2B1a1cyadJ4nnrqH5x3Xj%2BmTXuUadMeJeOdwazcfojn9zRkxfovw10Uwgd5RShqJu/TRUjJ%2BSQSx73drSxc%2BAq5uTk%2B5zudTp5//lmuueZ6brxxFGazGZ1OR7du3Zk16wWaN29Bbm6uX/t65523yM/PZ%2BbMObRr1wFFUbBYLIwYcTPXXTeSf/zjaU/tl4gN9aYG6/Dhw8yYMYMdO3aQkpLCFVdcwf333%2B9VtVvmwIEDPPHEE%2BzcuZP09HRuueUWxo4dG/lECyFEPVDgLOZgzh60hb9iNiQBkF9wEGeSFgCtVsHsSCY/vxinMzSvEVumtsakNwW1jf7NHHxk6MH8%2BS/x4IPTq8zfv38fx44d5dprr68yr0mTpjz00GN%2B7%2BvTTz/ir3%2B9hqSkpCrzrrtuBG%2B9tYi9e3fTrVv3wDIhwibmA6xBgwZxzTXXcO2119K0adM6b2fSpElkZWWxadMmTp06xfjx4znjjDO45ZZbvJazWq3cdttt3HTTTSxYsICffvqJRx55hPPPP5/27dsHm53IkZqnasR2Gw8hYlJQvTTUvHK%2BonD93r9T4Cx2T2jWxP3/H2YFsdPamXRm/j3wP0EHWZMn38eoUTcwdOg1nHXW2V7zjhw5jMFgoHHjJkHtA9yVBC1atPI5LzOzASaTicOH/4hSgCX3VV9i/hXhtddey9q1a7n44ou57bbb%2BPDDDwOuBt21axc//PADU6dOxWw206ZNG8aOHcuyZcuqLLtu3TpMJhO33XYbycnJdOvWjdWrV8dXcOWnwNtEVCMkm5GAsKpwl4mUuQiQPLhV0aRJU266aTRz5sxCrRRMKoqCqqpVpteV0%2Bmscb4SE8cnFtIQG2K%2BBmvChAlMmDCBPXv2sHr1ap555hlmzJjBsGHDGD58OG3btq11G3v27KF58%2BakpaV5pmVlZXHw4EEKCgowmcqfYL755hvOPPNMHn74YTZu3MgZZ5zB3XffzdChQ/1O8/Hjxzlx4oTXtKzqFlYUdLryOFejUVA15SdoxXm10WqVCv/WoFRYV6utuh2tVoHSZaq7LpUK6dOUpktRvNOlUTQ%2B96Hx5EOpNh9lNwTFRzlUXqcsjYpGU2XZMjqdglpDmZUt6Wv71SnLl68y1FSYptXUvG9/efKjBHb8NV7H23datJXOLc8x9awX%2Bmcujdd56X8ZVVxPp9P4XK%2B6c7Kymo5hremoUEaBHI9ICiZ//ii79jSVrlNtpWOEUnX/5dc4Ptc1qyr/6fp/HDSfgebEXlI/fhCAwkv%2BiSuzg3u/Gg2pqQYKC0twuVwhyVMrU5uAa68URUGjUapcR6NHj2XdutWsX78KjUbjuZ%2B1bt0am83GsWOHadWqdY3bLjt2ilL1fgjQunVrfv/9V5/n4KlTJykoKKBdu3ae%2BRXv6aE%2Bb6v8tlT67cHXvSfM52gsivkAq0xWVhZZWVk8%2BOCDrF27lieeeII33niDfv36cc8999CtW7dq183JycFisXhNKwu2srOzvQKsY8eOsX37dp588kkef/xx1q9fz7Rp0%2BjQoQOdO3f2K63Lli1j3rx5XtP2j/S9rEaBjIxUz9WQbNRDaRsEhdJ5/jpt9PwzzZIMFddNNVRZ3GKusEw1J70hSYehbBmD%2B3TRajVkpKd4ljEa9e7tWZK9Vza68%2BHJoy%2Bl%2B01K0pKUker5pU9OTiK58jqly3qlCSC1PN/paamQWkOZlba5Mxr1GAMpW3zkD8BePs1sNnqXeV2VlrNGUQI7/hXTYqomLcnl7TcyMlI9f5fdjH3mMVi2OpaR13FNAZOP9TxtdDR%2BlVWd8ucpowCPRxSE5fiB5wSpct0kl99XMtJTPdeXl9JjpNdpvcuvuDytzdIzada6D%2BhUKLGVTuwMzc7x3lbD4LIRLL1ei9GoJzm5/MHQnadUHn10OtOnT2f8%2BPHo9e689unTg5YtW/Lee%2B/w5JNPem3rxIkTjBkzhldeeYXWrcuDr6QkHarqrHKuXXnlFbz99tvce%2B8kjEaj17wlS16jdevW9O3bs7xdcen/A/4d8UdRieefqSkGMJcfS4ul5ms8bOdoDIqbAMtut7Nx40bef/99tm7dSps2bZg0aRLHjx9n7NixzJgxg6uvvrra9f2tolVVlaysLM%2B2/va3v/Huu%2B%2Byfv16vwOsG264gUGDBnlPXN7P57IuFXKzC0lTXWiAYqsd1WUjBfdb7ZzsQr/2CaDLL8Zc%2Bu/cvGJc%2BvJ19YUlVH5Wy8svxlm6fYvThdbHNktsDopKl0kpcWAAnE4XedmFZJQuY7XaMQJ5ecU4neVPl0arjeQKefTF5HCiB2w2J4XZhaSp7vfWxcU2rJXWMTud6CqlyZ03qydvObmFqDbvm09FaS53OVutdor9LFutVoPFklwlfwCavGLK6kXz8604Ajhe1TFa7aXlplZbbr54paXAd1oMxSWUhcbZ2YUYi93HSFXdN2JfeQxWXcvI%2B7gWodqrrpdiKz0nXSp5NWy3pmNYm/IyUgO6HiMpmPz5I01VfV43XudTTqHPGqxUm5MkwO50UVBhXW1%2BMWWPvWX3Im1eUfm0PCvO5MKI5M9fdrvTXQbF7gBLVVWyS/N0zjl9OOuszixcuJCWLVt7pk%2Bd%2BjBTp96DRqNjzJhxmM1mdu/exT/%2B8Qzt2rXHYjmD7OxCTx5tNgc2m8Ozfplhw65j9eo1jBx5Iw8//BgdOnSkoKCA5cuX8dZbi3j%2B%2BX%2BRm1vsWd5SWtOnQpVtBUuxFpFe%2Bu/CohKcumKfx62iaB7DaD0YxXyAdeDAAd577z0%2B%2BOADCgsLueyyy1i8eDHnnnuuZ5levXrxxBNPVBtgZWZmkpPj/RltTk4OiqKQmZnpNb1hw4ZVlm3evHmVV341adSoEY0aNfKeuLyahVUVh8PlaSPoUkF1lQeDDof/J6JSYT2n04WzwroaHye006l6tl9d/Kmq5cu4Srevqt7pcqkuzz69pnvSo1abj7L9VtxP2bqV16luWa1XeamoNZRZ2ZK%2Btl%2BbyvkD0FYoV2cdtumLp9zUwI6/tsKyFY9tRTqn97nlOaa4AyxfeQyWVxlVky7f63mn1ddxre6crE5d8lexjEJdNqEWjuMH5deeq9K1V/l88tX8puzhtvJ1i7Pi/ap0XsVpPq6ncOXPX6qq4nKpVLydVkzP5Mn3M3r0DV55Pffc3sybt5A331zIddcNw%2Bl00LRpM666ahjDh9/g8z5XpawAnc7AvHkLWbz4daZNu5%2BTJ09iNBrp3r0HL720kDPPPMtrnYr39FCXmeJ1r3F5fdlZ2zGK9jGMpJgPsK688kratm3L%2BPHjGTZsGOnp6VWWufDCCzl9%2BnS12%2BjSpQtHjx7l9OnTnoBq165ddOjQgdRKr5Pat2/PO%2B%2B8g6qqnrYDhw8f5vzzzw9hruKJNFgUQgigvHf2b%2Baxf%2BQxVF0yJyvMb9GipafX9Yqysrrw3HP/8msfjz8%2Bo9oAxGQyMWHCPUyYcI9f27qmXTGXXzWAAr%2BWFqEW863NlixZwrp16xg7dqzP4KrMjh07qp3XuXNnunbtyuzZsykoKODAgQMsWrSIkSPdDaOGDBnC9u3bARg6dCjZ2dm8%2BuqrWK1WVq9ezZ49ewJq5C5imAytEl0x8ZWTCFxQ/TSELBUiAJG818l91aeYD7A6derEnXfeyaZNmzzT3nzzTW6//fYqr/JqMnfuXI4fP07//v0ZPXo0w4YN48YbbwTg4MGDFBUVAdC4cWPmz5/P%2BvXr6dWrFy%2B%2B%2BCIvvfQSrVr57n9ECCGEEKKymH9F%2BOyzz5Kfn0%2BHDh080y666CI2b97MzJkzmTlzpl/badKkCQsXLvQ5b//%2B/V5/9%2B7dmxUrVtQ90THBj5qCkNUmhGA7AaUl0vuLknCnMR7KQMQYOWfiT4SPmdxXPGI%2BwPriiy9YtWoVGRkZnmlt2rTh%2Beef56qrropiyoQQ/pHXB0KI%2BifmXxFarVYMhqp9OGk0GoqLi32sISIjND%2Baivz4%2BhDOMkm08k60/AghEkXMB1i9evVi5syZXiOO//nnn8yYMcOrq4b4F4IfigRvaKgkeP6ESGy1vzqSBy6RSGL%2BFeEjjzzCrbfeSt%2B%2BfTGZTLhcLgoLC2nZsiVvvfVWtJMnhBAiLKQtj4hvMR9gtWzZkjVr1vD5559z6NAhNBoNbdu2ZcCAAWi1vvoeF6EUsgGhY4Y8IQsRqKBqj6XmOUoiV%2B5S8%2BhbzAdYAElJSVx88cXRToYQQgghhF9iPsD6/fffmT17Nj/99BNWq7XK/I8%2B%2BigKqUoUsVQ7Fem0xFLeqxPuNMZDGYjYIudM3Il4twlyjpSJ%2BQDrkUce4fjx4wwYMICUlJTaVxBukbyoInwBJ95rSyFEPJg48Q6ysrpyX2%2BFTu80oXOmk1dvd6HRlH8vtnbtKtauXVU%2BrA6wd%2B9ulix5gx07vsdut9GwYSMGDbqE0aNv9Xwlf955PdDr9aVDtCmkp6dz3nn9mDjxXlJSUr32f9ddk7zS9dtvv3LTTcNZvnwlTZs2A2DVfjtvf5fJwf9%2Biu3v/WjRoiXXXTeSq68ewgsICQAAIABJREFUFuZSEmViPsDavXs3H330UZVBmUWikHf3lYXza8mE%2BxIz0fIj4srRQoWVK99n2LDh1S6zdeuXTJ/%2BAOPG3cn06TNITk5m797dzJ49k507v2fu3Fc9496%2B/PLLdO16Lg6Hi8OH/%2BChh%2B7j1Vfncd990wJK1yefbGLWZiv/7FdAt4uGUHTRM2zd%2Bj9mzHgUo9HIJZcMCSrfwj8x301DgwYN6kfNlfxQiEQViXNbeo%2BOfQl4jO7tbmXhwlfIzfU9bJvT6eT555/lmmuu58YbR2E2m9HpdHTr1p1Zs16gefMWXl0QVdS8eQvOO68/hw79FnC6tm//inOaaDm/qY0knQadTseAARfy9NPP0aZNu4C3J%2Bom5muwxo8fz7x587j//vs9UX5iCyaPiT64pwShQiQiV1Ex9j27UU8epPiUHgDbjwdwHi%2Bdr9NQbDZiy7fidLhCsk9t6zZoTKagttG/mYOPDD2YP/8lHnxwepX5%2B/fv49ixo1x77fVV5jVp0pSHHnrM53ZdLhcHD/7C559/wujRtwacrlatWrNxrZNNfxjoe3b5fbN37/MC3paou5gPsD7//HO%2B/fZb3n//fVq0aOH1rhvg3XffjVLKRFySGE2IOgjfheO0KZyY%2BDhqoXtkjlM0dM/Y%2BLTXcqdDvF/FZCZj%2BYqgg6zJk%2B9j1KgbGDr0Gs4662yveUeOHMZgMNC4cRO/tnX33XejKAoulwuHw8HFF1/GwIGDA07T3/52Hb9vfJFJX6Rj3v45Weun0KtXHy6%2B%2BFIyMsLR3EZurL7E/CtCk8nEBRdcwIUXXkj79u1p27at138izOpDpaEQQtRRkyZNuemm0cyZMwu1Us2%2BoiioqlplenVefvllPv98K59%2BupWVKzdgMpm4665x2O32gNKUlJTE04OMfP7XE0y9oiOZmZm89dYirr/%2Br3z99baAtiXqLuZrsJ599tloJyFxxdAr14h/GRhDea9emNMYF2UgYokahnNGm6TScN7fKSlpgO7kbsyfPQxA3uB/4Ux3txfS6jRYzEbyYuwVYZkbbxzN2rWrWLNmpddblhYtWmGz2fjjj99p1ap1QNvMzGzAvfc%2BwCWXnM/27V/Rt29/9Ho9JSVVuysqKCgAqDJub8NkF1dnNWfgRY/hcDh4%2BOH7WbDgJXr16lOHXPpHvvIuF/MBFsAvv/zCmjVrOHLkiCfg%2Bu677zjnnHOinDIhREAkqBM%2BaFKS0Xfogv5IAcm73bU1xWe2R9MwCwCdTkNyRirW7EIcIQqwQikpKYnJk%2B9n5swnGT36Fs/0jh3PpFmz5rzzzlKmTfNuo3Xq1EnuuecuZs6cQ4sWLavdtqqq2GwlALRu3Yb9%2B3%2BossyePTvJzGxARkYmqqoyf/5LXFnspEdS%2BTI6nY4ePXqxZs3KIHMr/BXzrwi3bNnC0KFD%2BfDDD1m9ejXg7nx09OjR0slojeLkh6wujeXjJGt1F872DInWViLR8iPi1YABF3D22Z15%2B%2B0lnmkajYYHHniY9etXM3fubLKzs3E4HOzY8T333ns37dt3qDa4Kioq5NVX55GensE55/QE4Nprb%2BDnn3/i9dfnk5%2BfT0lJCZs3f8qiRa8xceIUFEVBURROnjzBIx9Z2X5Cj93hbs%2B1e/dO/vvf5Zx//oURKQ8RBzVYL7zwAg888ABjxoyhW7dugHt8wpkzZ/LSSy8xeHDgDQBFqCV8xCNinpyDsS/xj9E990xl9OgbvKb16nUe8%2BYt5M03FzJy5DU4nQ6aNm3G1Vf/jeHDvZcta%2BQOYDQm07VrN%2BbMmYfFYgGgZctWLFjwJgsXvsJNNw3HZiuhZctW3HPP/Vx6aXnfVtOmPcryBz7k8a/SOPr5pzieuZDmzZszbNi13HDDTWEuBVEm5gOsH3/8kaVLlwJ4ddMwZMgQHnnkkWglKwzkSVwIIWKZp3f2b%2Baxf%2BQxVF0yJyvMb9GiJR9//GWV9bKyuvDcc/%2Bqcdtbt35LRkYq2bW8Bm3bth3PPPNcjdvS6/VM6G3gno6/U5w1ioKLpC1zNMT8K0Kz2exzDMLjx4%2BTlJTkY404F0wblYTvrDTR8ydEPZfw9zBRn8R8gNWjRw%2BeeeYZz1cSAAcPHmTatGn07ds3iimr7%2BL1Rhiv6RYimoK4buoaNMkHEcGJZLAqgbFPMf%2BK8OGHH2bMmDH06dMHp9NJjx49KC4upmPHjsycOTPayROhIiO%2BVxGOT%2BKFCI6ck3En0vcRuW95xHyA1aRJE1avXs1nn33GwYMHMRqNtG3blv79%2B9eToXOiTcpYCCGECFTMB1jgbrB38cUXRzsZQgghhBB%2BifkAa9CgQTXWVElfWPGuLu/uE71WLZHbM4T42CVyUQkh4lrMB1hXXHGFV4DldDo5ePAgu3btYsyYMVFMWYyL6OvTRA94ROyTczD2yTES9UvMB1hTp071OX3Dhg1s2yaDVgohhBAi9sR8Nw3Vufjii1mzZk20kxEGdX/KUxL9fUkIPgVW5HPiyJMyj39BHcNA1pVzJXQiWZZy3HyJ%2BRqs6uzduxdVbtxBiqVOTaWbhqrCl0YZ8V7UST3/cnvixDvIyurKfb0VOr3ThM6ZTl693YVGU15XsXbtKtauXVXe6zuwd%2B9ulix5gx07vsdut9GwYSMGDbqE0aNvxWAwADBs2JXceed4hgwZytGjR7juuqGcf/6FPPvsbK80vP76fI4dO8r06U8waFA/z3S73Y5Go0Gr1QLQLNnOhisgPu51iSnmA6wRI0ZUmVZcXMyBAwe49NJLo5AiIYQQAo4WKqxc%2BT7Dhg2vdpmtW79k%2BvQHGDfuTqZPn0FycjJ79%2B5m9uyZ7Nz5PXPnvlrth1y7du1g27Yt9Onju1PtisPylAV/d901CYCMty%2BAnCAyJ4IW8wFWmzZtqpx8BoOB4cOHc91110UpVfVIPX9iFUKI6tzb3cqcha8wcODFpKWlV5nvdDp5/vlnueaa67nxxlGe6d26dWfWrBd4883XyM3NJT296roAt99%2BN//853MsWbIMvV4ftnyI8Ij5AEt6a09w8pq3qnCWSYKVd8K3OxQxrX8zBx8ZejB//ks8%2BOD0KvP379/HsWNHufba66vMa9KkKQ899FiN27/66mGsWvUB7767lFGjbglZukVkxHyA9cEHH/i97LBhw8KYEhEzpFZNVCLDCsWBGo6RrQSyfy9Ad0LBausIQN4xJ65i9xi0Wq2GkhwH%2BXlWnE5XSJJjbmgkyRj8T%2BDkyfcxatQNDB16DWeddbbXvCNHDmMwGGjcuEmdtq3RaJgy5UGmTJnAZZddQaNGjYNOr4icmA%2Bwpk%2BfjsvlqtKgXVEUr2mKosR3gBXHNQvy4yb8JueKqKTElcKKpWC37cP9k/QP94xlVmBf2ParN2q58v5uQQdZTZo05aabRjNnzizmz1/kNa/sd0pV1ToP7ZaV1YWBAwfz4osv8OST8kYnnsR8Nw2vvfYaAwYM4O2332b79u18/fXXLF26lAsuuICFCxeyc%2BdOdu7cyY4dO6KdVBEX4jeQFSJ6ItVNQ3y68cbR5ORks2bNSq/pLVq0wmaz8ccfvwe1/TvvnMTXX2/jm2%2B%2B9n%2BlSD60x3EFQTjFfA3WzJkzWbBgAY0bl1eN9uzZk5YtWzJu3DhWr14dxdSFQTBP%2BIGe5LFUmxDhtMRFrVs4kxjB/Es7KVETg6aIv94M2bqz0R3fien/s3fn4U1U6wPHv1mapWlTiuybyCoUZJNFNtl3FBFlEREU0asguCAochU3UECuiBugCOJV9OpPQUAQEVxRcGFVFEVFdqFtmrRptvn9kTZN2rRNaNom7ft5Hh7SycyZc%2BbMTN45c%2BbMZ96%2BTJb%2BS/EkXQJ4bxEmmg1ReYsQQKfTcddd97JgwWNMmJDXV6pp02bUqVOXN99cy6xZgX20zp37h%2BnT/8WCBc9Qr179ItNPTk5m8uTbWLJkIT179govc2U%2BAk4MnFvLSNQHWH/88QdJSUkFppvNZo4fP14OORJCCBFJOj1cVCeBOJVCFd2v3mm1tbgvSgBAq1WTnGxCn6rF5YpMgBVp3bv3pEWLlrzxxhrq128AePtQzZz5APfffzdGo4Ebb7yZxMREDh48wKJFT9K4cZNig6tc11xzHRs2fMDGjevp1KlLaRZFREjU3yKsW7cuCxYsIDU11TfNYrGwePFiGjRoUI45q%2BykVUIIIfxNn34fGRmWgGkdO3Zh2bIVHDv2F2PHjmTw4N4sXjyf4cOv4eGHnwg5bY1Gwz333M%2B5c/9EOtuilER9C9aDDz7Ivffey7p16zCZTKjVaqxWKwaDgeeff768s1cJlHZzrwRqBZXmNqlo27uilUdEM9/o7N8t4/DYUyhaI/7hTr169QMG/8yVktKKhQufLTLt99/fSHKyidRUG7Vr1%2BGLL/YUmKdNm3ZBpwfkTUSNqA%2Bwunfvzo4dO9i5cyenTp1CURRq1qxJjx49SExMLO/siXIh9/hFfrJPRD%2BpI1G5RH2ABWA0Gunbty%2BnTp2ifv3Q7lcLIYQQQpSXqO%2BDZbfbmTVrFu3atWPw4MGAtw/W5MmTsVgsxSwdSyJ7q0Ne5lsYuaVUvmS/jEkleQxfHuEvJ7Ldy1vUB1gLFy7kp59%2BYtGiRQFvLPe%2B42lROeastJTlD1Ck1hWLP5qxkOdSHaehFNMWFZfsN7GnzMdpKOP1Ra%2BoD7C2bNnC0qVLGTRokG8kXLPZzPz589m6dWs5506UKbkSjlFSb0KIyifqAyybzUbDhg0LTK9atSqZmZllnyEhhBBlQFpCRGyL%2BgCrQYMGfPPNNwAB7x786KOPqFOnTnllS0irhBBCCFGoqH%2BKcNy4cUybNo1rr70Wj8fDqlWrOHDgAFu2bGHOnDnFJyBKqJSvIuW2X0GluU0q2vauaOURQlQYUR9gjR49Gq1Wy9q1a9FoNLz00ktccsklLFq0iEGDBpV39kS5kFsHIh95/1n0kzoSlUzUB1jnz5/n2muv5dprry1ROsePH2fevHns3buX%2BPh4hgwZwr333hvwZGJ%2Bp0%2BfZtCgQdx8881MmzatROsXUUJaPIS4ACU5buSYKw%2BqsjzXyXk1qKgPsPr27cv333/ve4LwQk2bNo2UlBS2bdvGuXPnuO2226hWrRqTJk0qdJnHH38cjUZTovWGrDx20Ki6oizjvERV2QtRmnmMhfKL6FPJ95upU6eQktKaezqpaP5mLVpWdfPSrZ6AC/VNmzawadOGgFfXHDp0gDVrXmXv3h9xOh1Ur16DPn36M2HCzej1egC6dGlPXFxczm%2BdiurVq9O58xXccMNN1KxZy5fWqFHDGT/%2BJgYOHMrVVw/ivvtmM2DA4AJ5nbvTyd/nk3mptcqX73/9y9tQ0L375Wi12px8F76uC1O59xF/Ud/JvXPnzmzevLlEaezfv5%2Bff/6Z%2B%2B67j8TERBo2bMjEiRNZt25docvs3LmTI0eO0KtXrxKtO2yROoGV5Ymwkp90RehkAFxRkZy0qVi//r0i59m16yumTbuNyy5rx9tvf8BHH%2B3ggQf%2BzRdf7OS%2B%2B%2B4KeHjrhRde4LPPdrF583Yef/wpMjMzmThxHL///luBdL1vOOnPpk0bCnyXnW1ny%2B8ermucVWi%2BFix4hu3bvwppXeLCRH2AVbt2bZ544glGjBjBXXfdxb333hvwLxQHDx6kbt26JCUl%2BaalpKRw9OhRrFZrgfntdjuPPvooDz/8MFpt1Dfy%2BanozbQVvXxCVHIxdqtpRls7K1a8SHp6WtDvvQNiz2fkyOsZN%2B5GEhMT0Wq1XHZZW556agl169YjPT29wHJ6vZ6mTZvz0EPz6NSpM88881TQ9IcNG8H33%2B/h9OlTAdN37vwUtQoG1LcXW4ZQ1yXCF/XRw5EjR2jUqBEAqampF5RGWloaZrM5YFpusJWamkpCQkLAd88//zxt27alS5cuvP/%2B%2B2Gv78yZM5w9ezZgWkphM6tUaLVqXyOQWq1CUedd5Wu1ocfAGv/lNGo8fstqNAXT0WjUkDNPYY1QarXKlwd1TvoqlTd9/3mCrUPty4%2Bq0HLk3vpVqQPnUasLLuO/jfLPm0urVaEUtc0KSaMoueUKtg3VftM06mLWHSLfdia8%2BlcH1HfwvKg1gfuW/7q8y0X%2Bmst/v9RoVL59rjj58xqsPCr/fbKIdIuqw2LzcYH1UZZKUr7QeLdB/uNGk6%2BOUAXZ51TB68h/2dz9ImCaVoNKG1iu0itfaFQqFWq1yrdPd6vjYruhPStWvMDs2Q8B3m2kyjmvHz58iFOnTnL99aML7Dv16tXloYceLrCO/GUcN%2B5GbrllAunpqVx00UU561Cj1app0%2BYyLrmkEVu3bmLSpMm%2BZT76aCPDmmrQa8Cek59gdZc/T8HWFXQ75PttUQXUmzrg%2B/zlKu86LEtRG2DdfffdLFmyhNdff9037fnnn%2BfOO%2B%2B8oPSUEK%2BMjhw5wjvvvMOGDQWbXUO1bt06li1bFjDt8Njg86pVkJxsIvcEZjToQBMHOVO834UoweD7mJRkBP9lTfoCs5sTDXnzFLLT6/Va9Lnz6L27i0ajDsiX0eDNr9lsDFzYoAP8yxhEzoGp1%2BWsJ%2Bc4NRp1GPMvk9PPISBPAKa8cldJMoGpiG2myt3OcQXTL0aB8gE486Yl%2Bm/PksjZzmq1Orz6989LQiF5MeTbt4zeOsoNXoOWsaSy8urHnGgMfRsF1Gs8JARZLs7bR1KrCW1bXVD5fNtIFV59lINSqT/IOy4N%2BY5LY955JbmKyXeMBsipozitJnD7ZeXlVa9Vcf6fvyE1FWtWonfi%2BbOg5M1vO13yYvirWrce%2Bvjw6jMuToPBEIfRmBs0qnj44bkMGzaMG2%2B8gVatWmEy6YmL85Y1Pf0fDAYDLVo0Cbkfcf46bNOmJQA2WypNmjRAo1ETH6/zbcvrr7%2BON998k3vumQ54H87as%2Bdb5ozyHusGfZwv3/7bPyHBUGB/zr%2BuQmVm%2Bz6a4vWQ6PfbYy76GC%2B1fTQKRW2AtX379gLTli9ffkEBVtWqVUlLC2zCTUtLQ6VSUbVqVd80RVF45JFHmDZtGtWrVw8/0zlGjx5Nnz59Aie%2B0zXovB4F0lNtVMnpnZJld6CoFeLx3hBLS7WFvN44q53ctrj09Cw8qrxl42zZJOSb35Jhx52TvtntIVh3/uxsF5k588Rnu9ADbrcHS6qV5Jx5suxOjIDFkoXb7fEta7A7MPqVMZhEtwctkO3wridJ8d63zspyYM%2B3jNnjzaN/nrxlyyt3WroNxWGgMEmK4k3f7iyQfmE0GjVms7FA%2BQDUlixybzxnZNhxhVFfhTFmOzEAHo%2Bn0O0WTEBerMHzos9yBOxbhixvHSmK9zc0WBlLSmOxk9t%2BbMnI8u1zxQms10wUZ8Hl4h3efdLlVsgoIt2i6rA4edtICet4LEslKV8ofMelPfC41GdlE5/zOTXNFrQFK8HpJg5wujxY/ZbVZGRhBrLdGpbPX4bDnvuj3db73%2BLnIl4Of7p4E9c/sQydMb74mXM4nW7sdidZWd5gSVEUTPFVGD/%2BJv7974dZuXI1Nls2Tqeb1FQbNls2Ho%2BH8%2BetRT6x7i9/HaanWwCw2Rykptpwuz1kZno/A/Tq1Z9FixaxY8eXtGnTljfffJtmzZrTtOpRSAd7ttOX71S/7W%2B12gP%2BDrauwqjsmVTJ%2BWzLzMaDncTcNCxZeOIKLlva%2B2hRyuvCKGoDrGAtTqG2QuXXqlUrTp48yfnz530B1f79%2B2nSpAkmv9aOEydOsHv3bn799VeWLl0KQGZmJmq1mu3bt/N///d/Ia2vRo0a1KhRI3DiO4XMrCi4XB7fD5zHo6D49TVyuULfEdUev%2BXcHjx%2By6qD7NBut8eXfmGb1qPk5cGTk76iBOYrd7p/ev7TQSm0HLl1qniUAsvmXyY3j55869f4l9uloBS1zXISCZZ%2BcfKXD0Djt13dF5BmMJ6cJBTCq3%2BN37xud/C8xHkC9y1fneLd/4KVscTcxecrGI07MK/B6tW3/yihbasLKZ//Nor4tomwUqk/ILf/Y/7jRpuvjoI9w%2BDx5J1jAvLmvrDzecTk5EcdxvZSFAWPR/HfpXG5PIwZcyMffrieDz54H7VajZJzXq9Tpz4Oh4M//viTBg0uDmkd%2Bevw0KGf0Gg01K5dz%2B9cnDePyWSmR49efPjhelJSLmPjxg1cf/1YyFiSM6/iy7ermHNEsHUFowpIx4PH/xh3eXAXsWzp7aPRJ2oDrGDNqRc6VEPLli1p3bo1ixcv5oEHHuD06dOsWrWKm2%2B%2BGYBBgwbx%2BOOP065dO3bu3Bmw7Pz586lVqxaTJ08OlnSMi6InuuRJxCBKc5vI9hYXIvL7jV7j5vo7buGcujba0z%2BS%2BPlcACz9l%2BFO8gYlGo0Kc6LR2wIaocAsqWadsFqviqLT6bjrrntZsOAxJkzIG/qnadNm1KlTlzffXMusWYFvHjl37h%2BmT/8XCxY8Q7169QtNe9WqFXTp0rVAX2F/w4dfzdy5DzB06NWcOXOa/v0HwXveACucc2so6yqWnMt9ojbAirSlS5cyd%2B5cunXrRkJCAmPGjGHcuHEAHD16lMzMTDQaDbVqBY4BYjQaSUhIKNEtw9DE1tMzQggRKTqDnup1mhCnOUUVYwYA%2Bnr1cF/UBPB2jk9ONmFItUVt60f37j1p0aIlb7yxhvr1vf2X1Go1M2c%2BwP33343RaODGG28mMTGRgwcPsGjRkzRu3KTQ4Or48b9ZufIljh37i5dfXlXkujt06ERCQgLPPruIXr36YjKFFyCFsy4RukoTYNWqVYsVK1YE/e7w4cOFLrdgwYLSylIhIhX9l%2BVVhFyxCCHE9On3MWHC6IBpHTt2YdmyFbz22grGjh2J2%2B2idu06DB9%2BDaNGBc57xx13oFKpUBQFszmJK67oxsqVa4od/FOtVjN06FW88srLTJ06I6S8zp59j%2B92ZjjrEqGL2gDL6XQWGOcq2LTFixeXZbaiW4yNIRO%2Bil6%2BSkBuH4giRfcx7hud/btlHB57CkVr5B%2B/7%2BvVq8/27V8VWC4lpRULFz5bZNq7dn1PcrKJ1GJa6f73v%2BBPuE%2BadCuTJt1adL5zfPHFniLzIiIjagOsDh06cObMmWKnCVHhlGagXC5BeEUrjxBCFC9qAyz/8a%2BEEKJI0jIW/cKtIqlTEeMqz5CqQoC0eAhxIUpw3Kii/LZfxVWW213qOBgJsCqzkK4QC5sn0gdUOFerkbiyjYWrYxmmQUQZaVWKQWVdZ7KP5JIAK0qopGVFCCGEqDAkwIo6Ev0LIYQQsU4CrIqqLJvy5baBEEIIEUACrAqlgt9mlNuoQlRwcoyLikMCLFG%2BJGgKojS3SXlv70i3dpZ3eYQQIjgJsEQlIz/IZU6C6AqgJHWYu2zYA2GVYJ2iTI87OcaDitqBRkVZiKITWDj9uCLR5ysW%2Bo2VZh5jofwiClXu/Wbq1CmkpLTmnk4qmr9Zi5ZV3bx0qwe1Oq%2BtYtOmDWzatCHg9TSHDh1gzZpX2bv3R5xOB9Wr16BPn/5MmHAzOp2O4cMHMHnybdx66yTfMjt3bmfOnPt55ZW1NG9%2BqW/6c889w/79%2B1i%2B/DVGjRrO2bNn0Gg0BfL6RHcPV9WEf7%2Bzl8xtDzBv3vygZSosjerVa7Bu3fts2rSBJ5%2Bch06n830Xp9XSPL4qd7W2kpI/QTm3%2BEiAJYpW2MEiFyxCiErupE3F%2BvXvMWLEqELn2bXrK%2BbMmcktt9zOnDnzMBqNHDp0gMWLF7Bv348sXfoSnTp1YffubwICrN27v8FojGfPnm8CAqw9e76lZ8/evr/vvntm0PVXXXMFZIRWjsLS8KVV9SLWr9/i%2Bzs77SSb5/Ti9s%2BSeXNAKnUurhbaiioZuUUYNSRiEUKIWDKjrZ0VK14kPT0t6Pdut5tFi%2BYzcuT1jBt3I4mJiWi1Wi67rC1PPbWEunXrkZ6eTufOV/Ddd7txu92%2BZffs%2BZbBg4eyZ8%2B3vmmpqef5/fff6Ny5a6mXrSgGg4FbW9qoYXTz9YHfyzUv0UxasKKMIs2rQohKRnGA56QN9zkN2Z5mALjPuvFk27yfNWqyM9y4M%2Bx43J6IrFNV1YBKX/DWWji61XHxib49L7/8PPffP6fA94cP/8SpUye59trrC3xXq1ZtZs%2BeC0CnTldgs9nYt28fDRs249SpU5w9e4brrhvLxIljcTgc6HQ6du/%2BlsREMy1bFrgxVy5cHvm9KooEWEIIIcqNR4knc30cOH/FiYksnvF%2B8aEd%2BBUAJ2CP9Ir1GnS3tixxkHXXXfdw442jueqqkVx6aYuA706cOI5er6dmzVpFppGcnEzz5pfy5Zdf0rBhM/bs2UXr1m2oX78BF11Ujf3799KhQ0f27PmGjh07BfT5WrJkIUuXPhOQntFo5OvRJSpWkWw2G%2BsOmEhzqOjVrlnprSjGSYBVkQQ8yRErVxZya7SgijxMQ4TJ00uinNWqVZsbbpjAM888xcsvrwr4TqVSoSgKiqKgKubuRJcuXfnyyy%2B54YZJ7N79LR06dAKgQ4dO7NnzLR06dOS773Zzyy23BSxXaP%2BpNVeEXIZgQVr79pezaNFSAM6fP0efPnm3JR0OB51q6HmtdyrVkxOJTJtixSMBlogh8mMqChMrFxQxqiSBrJL7X/A6Uqsyib/KiVOfgvbUDyR88W8ALANewGOuD4BGoyYx0UBGhh13FN0izDVu3AQ2bdrAxo3rA1qX6tVrgMPh4O%2B/j9GgwcVFptGlS1fWrl2NzWbjhx%2B%2BY8yYGwDo0OFy1q37L0OGDOf06VN06hRq4BR6nYXTyV1RFO64/SYaZO2hTTUnljDXVZlIJ/dKrLATXvmQN74XFAt5DIXfyVf6GMa2Uqo/lQ7UtU1oLnKjV/%2BCXv0Lmhpa1LVN3ul1TOgbmNHUMfmmlfRfpIIrAJ1Ox1133ctLLy3Das17dK9p02bUqVOXN99cW2CZc%2Bf%2BYfzlUA0SAAAgAElEQVT46/j772MAtGrVGqPRyIcffoDD4aBZM%2B%2BTgx06dOTXXw/z9ddf0KRJM6pVK98n9lQqFffPmMEHfxj5%2BpQu2BxlnqdoJQGWiEFyAAshokv37j1p0aIlb7yxxjdNrVYzc%2BYDfPTRhyxdupjU1FRcLhd79/7IjBl30LhxE%2BrV87bSabVaunbtyttvv0W7dh1841IlJ1elfv0GvPvu23TuHPptv9LU6JJLmNTcxr93m7FnO8s7O1FLbhGKYkgwI4QQoZg%2B/T4mTAjsXd6xYxeWLVvBa6%2BtYOzYkbjdLmrXrsPw4dcwalTgvD169GDLli1cd92YgOkdOnTif/97K2iAFaz/FMDQhm4WdPB%2B/vTTT/j888ChHSZNmsKNN068gFJ63dnKyqa/DLz4/mdMn1jwKUkhAVYUibV72LGWXyGEKBnf6OzfLePw2FMoWiP/%2BH1fr159tm//qsByKSmtWLjw2WLTv%2B666%2BjXbwguV2A/sxkz7mPGjPsKzP%2B//20oNK2qa7pABjx6fTtmLX2/0PmKSgNgyJDhDBkyvMB0gxY%2BueofLP36Sif3QsgtQiGEEEKICJMAS5Qvecy%2BoNLcJhVue1e08gghKgoJsCqU8hoHK4b6aVW4AEMA8nRiqSvJcZOzbEh1JMdnxJTluU7Oq0FJgFWZRdOPUih5ieRBHE1lL0xp5jEWyi%2BikOw3saeM60zOLT4SYAkhhIhC8kMtYpsEWCL2yHk3tsjtAyFEJSQBVrSQHyEhhBCiwpAAK9pE2/3rKMuOEEIIEQskwBIXRlrchBBCiEJJgCXKWVkHarEQGMZCHkVloirJBZVcjJWTstvuKjlnBSWvyqlQymknj8htzbK%2BFxkL9z5LM4%2BxUP5wVLTyRKuSbOcyHoolwkaNGs7Zs2e8L2H2uMBTk2pGhR6OZ7jlltuxWCzcdNNo7r33AQYMGORb7uTJE0yYMIZZs%2BbQr99AnnjiEbZs2YRW6/35VavV1K5dh%2BuvH8PNN98EwKZNG3jyyXnodDpfOnFxcTRq1ITJk2%2BnQ4eOAfNNmnQrt9xyW0B%2BXR6Fbu/VwPDRx7zT/d8Fy5DPAw/8m/79BwXkT1EUTCYTLVqkMHLk9VxxRbeAZT44auC1x1/jr9OpOOw1aZjo4tpqnzB0dKOA/N111z2MGzc%2BYNmpU6cEvIbH6XTy1ltr2bp1MydPnkCr1dK8eUtuuGECnTp1Cb/CooAEWBVVtPXliojoPfkKISq%2Bu%2B%2BeyYgRozB%2BtwzT1wv41Wbirm93kZWVxf33z2HGjJn85z8Lad/%2BcqpVqwbAU089Tteu3ejXb6Avnd69%2BzJv3nwAXC4XP/ywhzlz7qdmzWp07doLgKpVL2L9%2Bi2%2BZex2O%2B%2B%2Bu47775/BmjXrqFu3HgDJyVX5%2BOOPCgRYX/4dvGUptwxFyc2foiicPn2aXbu%2B4JFHHuSGG25iwoSbAfjoLz2Pfmfmyak9ad%2BmDVU238xnJ/Tcu%2BI1dFXr07%2B/N8hMSkri1VeXM3DgYJKTTUHX53a7mTlzOlarlVmz5tKyZQrZ2dl8%2Buk2HnpoFtOm3c3w4SOKzHM0kluEQgghok%2BUXySqVNC0iofx4yfy2Wc7ABg8eBjt23fg6acfB2D9%2Bv/jjz%2BOcu%2B9swtNR6vV0rFjF/r1G8jWrVsLnc9gMHDDDTdRrVp1vvnma9/0iy9uiNvt5sCB/QHzb/xN4co6jhKUEFQqFbVq1WLEiFHMmzefV155mWPH/gLgq9N62ldzckWrRujitMSpoW%2B9bOY/eB8NGzbypXHJJY3p0qUbzz%2B/tND1bNmyiYMHD7Bw4X9o1ao1arUao9HIkCHDufPO6SxduhiLJb1EZSkP0oIlYlB0n3hFfuX1CicRK7KdLs6eOok21YaVWgBY/jmP224EQKtVYbMZycjIwuWKTEt2cnJV9Hp9idNxOp0Bf8%2Bc%2BSATJozhtddW8tZba3nkkScxm5OKTcfjcQe9dZefy%2BUqMK137758/PFmWrVqDXhbuz4/Bk90tLMrLcSCFKNLl67Ur9%2BAzz77lPHXXkWjRBcb/jCw4/tf6NGlo2%2B%2Bzu3b4K7SKGDZqVNnMG7cKL7//nsuuaR5gbR37PiEfv0GkJxctcB3Q4dexbJl/2HXrq8YMGBwZApTRiTAEkIIUW7s6Fi1ZTfZztxWmbHe/7bsLNX16vV6brzx1gsOsjwK/HxezRs7Vgf0uUpKqsLMmQ8we/a9DBw4hC5duhaZTu4twk8%2B%2BZhFixYVOp/NZuWdd97CYkmnZ89eAd8NGDCEGTPuYNq0e9BqtXzxxU461AKzrmAwumTJQpYufSZgmtFoZOPGT4otc/36F3Py5AkAxjXN5HCallkvvEfC6s10MFehay0HXdPSSaoSuFy1atW5%2BebJPPbYY6xcuaZAuseP/02bNu2CrlOr1VK3bj2OH/%2B72PxFGwmwok60XeFHW36EEKJ8%2BIITjwuPuyZGLVx7wwAmTpwcMN/evT9StepF7N37A5mZNuLjA/seffrpJ3z%2BuTfw0mg01KtXn5kzH6Bfv36kptoAOH/%2BHH365AVnDoeDtm3b85//vEi1atUD0mvSpCnVqlVn9%2B5dXHFFd7Zt28LIJqqg3VZD6YNVGLfbjVrt7Vmk08D8LhZunTaLXb%2Bc4eDWVbx8yMQzk6fy5Pxn6Nixc8CyY8aMY9OmDbz33v%2BCrt/tdhe6XkVRUEX5LeNgJMASFyRSj%2BWW6PHvCxHFTyn5lGIey3x7l7aKVp6oVZLtXPSyBhxMGtiRs/pL0J76jsQvHwHAMvAl3Al1Ae8twsTE8r9F6N/J/cf/e4Y7P09m4MAhvicCAb7/fg/r17/Hq6%2B%2Bwfz5j/Lcc/9h1qw5Aen4d3LPpdUGdon27%2BSuKAp33HEL9erVJyWlVdC8DRw4hK1bPyIl5TIOHNjHc9co7P8zrOIVyePxcOTIL3TuHPhEX7WkBIZ2r8e49GdxemDKb4NZvvz5AgGWVhvHQw89xIwZd9OrV7%2BA7xo0uJg//zwadL0ul4uTJ0/QoEHDyBWmjEgn98osiq4IFHnjexmrYOWv9PVZNpSSbOciltXHaalVqza1k03U4xT1OEWtalWpVat2zr861KtXj1q16vhNK9m/kva/6l7bQZ/6Tp566nGUnEDfarXyxBOPcPvt06hbtx6zZ8/l4483B3RKvxAqlYqZMx9ky5ZNfPfd7qDz9O8/iK%2B//pLt2z%2Bma9ce6LWRPSY2blxPWloqV17ZB0VRWPxjAvvOxQXME6eG9pe1JivLHjSNbt260b59B15%2BeVnA9N69%2B/Hpp9v555%2BzBZb56KONqNUqunS5InKFKSMSYFUkcjUvhIhhsTZg5YOX2zly5Fc%2B%2BOA9AJ555inq1WvAiBHXAlCvXn1uueV2Fix4jIyMjBKtq1GjJowefQNPP/0EdnvBAKZatWq0bNmKN95Y7RsiIRIyM2188MF7LF26mDvvnEG1atVRqVScydJw/9dJ/PjrMZwuFy4P/PBPHO9t2kKPHlcWmt706fewbdsW/vorr3mtX7%2BBtG3bjqlTb2Pv3h9wu91kZWXx/vvv8uyzi7jnntkFbrPGArlFWGGV5RV92ayrwt3eEkLEtGpGhdtvv5MXX1yKXq/niy8%2BY82atwL6C11//Vi2b/%2BYZ59dxEMPzSvR%2BiZNmswnn3zMihUvMm3a3QW%2BHzRoCM8//6x3INJDwdMI1skdvEHOgw8%2BDOTvI6alefNLefTR%2BVxxRXff/I91SuflQwk8uXozp1Pfxu2sSYMEF9eM7M/1E28vtAy1a9fhhhtuYuXKl3zT1Go1CxY8w3//u4aFC5/k5MkTxMXF0aJFCk89tYT27S8PaftEGwmwhBBCiGL8738bgk4fMWKUr9P24MHDCnyv0WhYsWK17%2B85cx4pdl3%2BI5z70%2BsNvPPOB4XON2DA4IChDDrXdLBp9gBsxZTB35w5j4SUR50GprW2clO/KSj6KiRt9I5Cf%2B7aq/HkDDdRWDkmTpxc4MEAnU4XdHosk1uEIuaUeX8tIYQQIkwSYEULuf0lKgPpjC6EqCQkwIo60fUDVPqtRRJY5le6HX0r2vauaOURQlQUEmCJSkZ%2BkCum6LowqXhKcNz4WueljsqU3BUpdxJgVWolOeFF%2BOAt83Nv9J/sSzTmUDmmLYSIImV9rMu5xafSBFjHjx9nypQpdO7cmd69e7Nw4UI8Hk/Qed98800GDhxIu3btuPrqq9m2bVsZ5/ZCyRWLEEIIEQ0qTYA1bdo0atasybZt21i1ahXbtm1j9erVBebbsmULixcv5sknn%2BTbb79l/PjxzJgxg2PHjpVDrkugTIfBkisWIUQEyG0tUYFUigBr//79/Pzzz9x3330kJibSsGFDJk6cyLp16wrMa7fbueeee%2BjQoQNxcXFcd911mEwmfvzxx3LIuQhKAjohKjwZjkXEukox0OjBgwepW7cuSUlJvmkpKSkcPXoUq9VKQkKCb/rVV18dsKzFYsFms1GzZs2Q13fmzBnOng18p1JKYTOrVN6XfOacS9SawDeg538BaFE06rx5NRo1am3g3wXm16hR5cxTWMyiVqt8eVCrVb55/dPLnZ5/HbnTQVV4OXJWrFYFzuO/3rx5g3%2BXtx7vS2GVIrZZ7pxB0y9EbrmCbUO13zSNuuh1h0qVu52L2m5BBNZ38Lz46hDvvuX/t3e5yF9zaTQqv89qCLFMao1/vaqDlydnFpWq6GOlqDosNh/5tlk0Kkn5wpH/uNHkqyNUBdefO6p5/joK3C9UoFUHHE9arRqPNrBcpV2%2BUGnU%2BcodiTQjXMbc7R7OuS7ktPP9tnj89wNNXr35i7Y6LAuVIsBKS0vDbDYHTMsNtlJTUwMCLH%2BKovDQQw/Rpk0bOnXqFPL61q1bx7JlgS%2BzPDw2%2BLxqFSQnm3xN4/FGne%2BzipzvQpWQ9/LSKknxkOS3rKngi02TzEbITb%2BQnd6gj8OQO4/eu7toNGqSq8T75jEadACYzcZ8C3un%2B8qYn9sJGX97k9Zr0SebfL/0RqMOY/5lck5qAXkCMBl8H6skmcBUyDbLtoLTlpN%2BXMH0i1GgfADOvGmJiYa87VkSNu820WhU4dW/f14SCslLljdtlSonbaMu52/v10HLWFIZefVjTjSGvo0C6jUeEvItpyhg/QsArVYT0ra6oPL5tlGY9VEOSqX%2BsjPA5X33XbxRR7z/NjDmnVeSq5hAne884vFAhreOdHFadP7LZuXl1bdfnM2r84DzU%2B58pVG%2BC2H0vuS4NPaJiJTRaQfrSSDI%2BTISMrN9H03xesj82/d3UlLRx3jU1GEZqBQBFuB723monE4ns2fP5siRI6xZsyasZUePHk2fPn0CJ77TNei8HgXSU21UwRtbZGY5QfEQj7chKy3VFnS5YOKs2eSGimnpmSievGXjbHnfAShaA%2BnuBJSc9M1uD5ogadodLrJy5onPdqEH3G4PlrRMknPmybI7MAIWSxZud96DA4ac6bllDKAoxH88A322BYBMU0OyU20kKd771llZDuz5ljF7FDSAPdvpy5O3bHa/cttQHAYKcDtI2DCR3He/W40NcYa4bTUaNWazsUD5ANSWLHLbRTMy7LjCqK9gdIfWYTryMQCOpMbYwkgvIC/WgnmJ%2B%2B0jTHvfRAW4qjQmI9WGIctbR4ri3f%2BClbGkNBlZ5F7eWDLsuEMsU2C9ZqI4A5czfLsU48m9AGQnXkJmEekWVYfFydtGSsHjUVHQf/8i2jP7yez9JIohOWgapa0k5SuOaf0kdDmfrcYGAceNPiub3Eut1DRbgRYs42fzMKR7Ayx74iUBx23gfpGFO9WG1monMWdauiULj9pW6uW7EIYsZ%2BH7xAWKWBk9bkybpvjqzGZqhCNCecylsmdSJedz1rF96PevRQ14dGbSXYkQZH3lWYfldWFUKQKsqlWrkpaWFjAtLS0NlUpF1apVC8xvt9u54447yMrK4o033iA5ObyTZo0aNahRo0bgxHcKmVlRcLnydjaPRwno6On/HYDacoyEz%2BbgqtmezI4zAr/zeyrS7fbg8VtW7XYHzGvp9yzOuGTImaew%2BNPjycufx6P45vU/QHKnu92egmXxLlGgHPHfLET/k3ejOOr3xNZqki8v%2BdfrowT/TuPx314KSoHlPCRunUbcnzsAsDcfRdbFAwPWF4r85QPQ%2BG0Hd7A8h0F3dCvx2%2B71pmWqRUaPJwLqsDgal3/9B%2BZFe/oHTB/dgUrx4DEkY%2Bm7BLfLk1eneAOsYGUsMXde/YSTvsYdeBz416v%2B8HsYv17g/S65GRldHixY78GycgHl899GBfbjbxcTv3sJANl1u2NvWUhTdRmJeP05M9Ed9Qb82Q37kdVgQMBxo81XR/7dpgz7XsXww8veZGq2w9r%2BrsA6CtgvvPur2u94crk8Bfb/Utk/L4DbU/g5usRpl7CMps8fRvfbZgCyGw0is8k1YZ/riqPyS8%2B4x3u3RlGpyei/FJfKUOT6oqUOy0KluBnaqlUrTp48yfnz533T9u/fT5MmTTDlu52kKAp33303Wq2W1157LezgqlQ5s7jo9SvQ/7kd07eLwJ1d/DI5PPF5AZ%2B160M4Gg8tWV5K8LSP7siHmPY8C4CzemvSB60ATcFbmJFi/HE5hiPel5xmX9yXjN5PR11HeXXaURI/vssbAOmrkD78dTyJdSKStsp2BvPmyahcdhSNnvShr%2BGu2iwiaZcH7Zm9JH46EwC3qSbpw9eiGAteKJU23W%2BbMOUEVwAqZ2aZ56G0qTwu3%2BfsRkNCPm7ijn1BwhfzAHAlNSR96GoUXfCuGCJyDAdeJ37fqwA4anfG0n8ZqIPdm4g8a6%2BncDTsVybrihWVIsBq2bIlrVu3ZvHixVitVn777TdWrVrF2LHeq81BgwaxZ88eADZs2MCRI0d49tln0etL70c/bIpC4o77A6flH8eriKDHVetyMno/TfrQ1WS1u70UMhgazbmfMH9yDwDu%2BJpYhr4GutJrvo079jmmr%2BcD4KyWgmXgS6DRFbNU2VI5rCRtnozaaUVRaUgf8irui1pEJnG3g6SPpqCxnQa8LZeuWh0ik3Y5UGWe9QaL7mwUrQHL0NURC0TDoTl3mMRP7g6YpgTp4B3zFL9zTIjlU1uOYd76L1SKG48%2BifRhr5dLAFzZxP39JQmfzwW8Qa1lyErQBukuUQoy295W7q230ahS3CIEWLp0KXPnzqVbt24kJCQwZswYxo0bB8DRo0fJzPRefb777rscP368QKf2q6%2B%2Bmscff7zM853L8NObGH75vwtPQKXC3nJc5DIUmHhoc9lTSdo0GZUrE0WtwzJ4OR5T6E9nhjuQqjrtKOYtt/tO9JaBL0FclHWwVDwkbpuO9vxhAGxd5%2BCqE/oDFcVJ%2BPzfxJ3yXjxktp%2BKo8mwiKVd5txOzFtuR5PTeTej9yJc1VuVeTZU9jTMm29B7bShqDSoFHfxC8Usv2MulMPcmYV582TU9lQUVFj6L8NT5ZIQV6Wg//WDvL/j4gufVwTQpP2O%2BaMpqDwuPLpELINfKdX%2BgIrGgKKOQ%2BVx4kpqiO2KB0ttXbGs0gRYtWrVYsWKFUG/O3z4sO9zsMFHy4LK4yz0u7i/vyRh55xwUyxZhiLN48L88VQ0lj8BsF75RAlaUoovm8phJWnTLaiz01FUaiwDXgj9RF%2BG4r9djP7oFiCnb1ibWyOWtuHgWowH1wKQ3aA3ts4zI5Z22VNI%2BPIRdCe%2BAbxXzNnNRpR9NjxuEj%2Behjb9DwCsPR8jcWdl%2BXEppgVLUUj89D7i/jkIgK3LLJwX9w45deO%2BVzD88h4A9sbDwrz4qrxU9lTMH96Ud64b%2BCLui5qX7krjjGT0WoD2/C9kXj69zG5DxpoK2KYde7Rn9/v9VTB4iN%2B9BJXHiScugazWN5VdxiIoYccsdH/tBCCr1U2l25zsdmD%2BaAra1F8AsHWdi7PBlaW3vguk/2ldXl%2B0Gm3J6LUgYn3DdH9s8wXlrqSGZPR/LqZPgvE/vIRxv/fix1G/J7YrHij7TCgKCTsfQP/XpwBktbwBe8r4ss9HWQq4RVj0vmn6%2BkkMOS1Q9sbDyGp/Z8ir0f%2B%2BGVNun63kplj7LAo/r5WR24n5o9vRph8FwNp9Hs4Gvcpk1dktRmPrNhdFby5%2B5kpKAqxyps5Ow/zhRAAUjR5Hg54F57GnApDdZBiui1qWZfYiQp2djvEn76j5jrpdsXZ/uFTXl/DFPHTHPgPAful1ZLWZXKrruxDaE9%2BSuGMW4O2obRm8IqL9JeL3vZJ3a3TwKyiGKsUvFMXif/Q%2Bjeaq0gjLgOdBXfaN72qnFeOh/wLgqNMZa89HyzwPZS6gX2fRAVZuHTmrtyajz%2BKwLhbi965AheJ9wnXIK9IhPhSKQsJnD6E7/iWQc%2BF62aRyzpTwJwFWFNBkejsgZ/R9Jnjn5tyTnCp2WyAAXFWbYxnySql2MjceXIvxQF5LR0avKHxi0PI3Sbn9JeJMpA//L56E2hFfj6LWkj5kVenfLig%2BJ3kfS1AXHmM10of/t9zGmsrlSm6GZciqUn3yNXr4113xPxfuxPqkD3v9gh5cUdQ60oetwV2lUdjLVkbGfa9gPPQG4D3XWXvMK%2BccifwkwIoSruQmZDe9OviXuZ1oy%2BUppQv/QVQ5rL7PHn0V0gevRNElFrFEyZm%2BeRoAt/lib0uHJq6YJcqWt2/YJNRZ/wCQ0e/ZUguArD0fj2iH%2BQI8buK/Weh9mi6MIUNClq/zuGXQS3jM9SK/nmKo/AY49eiTsAxZWextEXXaURI/uh39T2%2BHv0LFQ/y3i0n8%2BC5wZoW9eNyJXZg33kzc8a/DXlaVbSHh05nEf7MwJy9Ft2Cp3A7fZ0WjxzJ4BUp8tbDXC5DR%2B2lcNdtd0LJRzWXH9PnD3lv2SvjjP%2Bl%2B34J50y1o/jmUN%2B3P7Zi%2B9LagupKbYBn4Yrm06oqiSY2Uk%2BxLBvo6NwMocUVc8eUelPlfQxHlPIl5P4aWwSvKrJO5R5dI%2BtDXyr2lowC3A/PmW9Ge%2BwkAa5fZOBoNiljyiiEJBRUqFOxNhpdu/yBFIfGTu32dkrMbD434GDgeY94PdUbPx3HW6RLR9EPl9t%2BPBy0vtoVFbTvFRW/0AEB3/CuyW1wf%2BsoUhYQds323IrMbD8bRaHDIi2tO/Yj5/0YBoPJkk173itDX7c4m%2Ba1%2BaKwnALxPHfv121OCtD76d0S3DFgW1lOdHn3eu2GzLh1N9qWjQs9rrFA8VFk/lriTuwFvlwVXzbYhL6774xOSNt8CgMdYFWvvhWjO/UziljvyxswbsgrFb1uK6CEBVjmwdp%2BHyp4aEGAV1TqlygmwlGIaHFUlGPwzfMWvy37pdajs53HW644znBN9IQodyDF/S8fAl3BXbVri9UWa6esn0f39OQD2S68PqxNwKDymWmT0XYI6O42s1hMjmnZ%2B8d8t9QVXAKoLaGkpjrNed6xdZuMxX0x20%2BERTz9U2c1Hos48g7NuV5z1uhU5r8qeRtKGvMBWbT9fxNwFGX940RdcQZjb9Z8jJKzPW7f27KEiZs5H8ZC47W5fcAV4B6b1HyohSICV3WgQtk734qp%2BGY6GfUNfH%2BAxNyCj90Jw2bG3mhDWsrHCtOspX3AFoHLbQ15We%2Bp7zFvyxizUZBxHbT1B0sZJ3jHz1HFleuEqwicBVjlQ1Npgje1FLZEzSxFBmMOK8fucVxao46Kik6iiN5MZoaEBDPtX%2B26r5e%2Bw7THl9V/K6L0wKp8YBND/7g2oHXW6kNHrqVLpG1YWrQD6n97GlHsLKUew1o0SU2vI6jA18umGSdElhrQfqzxOzB/divbcz3nLakMfy0l/%2BD0Svn4yX6IhjjFnOwv/G4k6Ky%2BgcyWH3pfJ9OXjGI6sD/JNMZ3ctQYyO95dcHqIKvLglIaDa4n//vkLWlaT9jtJG29C5coLsBWNnqT149FkHAPAeuX8iFy4itIjAVa0KKp/Ve4twsLmyRmAMXf8mcwO00q9r1OAUu5Erju6lYTPHgLAbW5AVr5bX866V5Bx5QLcSQ1w1i/4FGbUyOmn5KrVPur6hoUq7tgXvtfUVPxBNsOT8OWFP1UYd/xrErd733CgqHWoPI5ilvDjspOwfgKk/XlB6zbse5X4vcuDf6lE5gGFykb35/YLGLvQS2VPxbxhvG%2BwVlVOkKv/42PfPLZO92JvOSYSWRWlKLY69VRkFxpgKQoJnz2I7q8dgPe2XEmuKKON5uxBzFun5jzCXdX73rn46oEzqdTYW42P7uAKUOUEWIo6ul7VEypN6hHMW27zDv%2BgM5M%2B/PXyzlJUcjToha3TvSHPHzAKd1wC6cPCGOxY8ZD4yd1oz%2BwFwN7hTrLD6NcX9%2Benfu8MvARLv6X50g99mAbhpTl7kMQtea8KsgwIoxXLlY3pw8loLH8BYO3xKM4abQJmybp0NJmXz4hklkUpkQArShR5i8UXYAUZhPS7ZRgPvQmAo173Urv1VB7UtlMkbZoY8GqdmH2EW1FQOTK8n2Pw8X5V1jmSfKNFa7AMeB531fIe/iH6uKo2xzLgBVCFdnPAOwr3BG9rhUpNxoBluKqlhLw%2B066nfS8y59JhZHULfQBWzT%2BHAl8lNfQ1PAXeGRjeMA2VnbeP1ATva5TUcVgGr8RVpUloCysKrL/L9/RnVuuJ2C%2BbhCbtqG8WZ%2B1OWHs9WWHO8RWdHDHRosgWrOB9sAy/vIfpm6eAnBP7oOVR9yLjC6VyWEjacGPee%2Bf6LCq3p8giIX73Et/DCh5jlD3dWBxnJkkfTsh7zVHPJ8J6BUqoD3NUBOlDXwt9ZGtnFkkf3pT32p3uj4T1JKZh/2ric/pdumq2g5ErQn8hc8ZxkjbcGBAIuJMbF5wxYFgB%2BVEvisqRQdKHN/lerJ7RZ3FYfaQMXy2AfW8BkH1xX6zdHwHA6fdKsfQhr8TkBVplJX2wokbhJy%2BV7yQXePL0Hwk8fdjrpee2ZNYAABwCSURBVPPKgnK6Uorfu9L32dbxHrKbjyyXfESC4dB/Me1%2BBgDXRS0KH%2B8sGuX278u5BZXZ7nbsrUIf/kF35EOMP%2BSMwp7UEFewgXRjmUpN5mU3ozv2BRn9luAx1w9tOY8L89Y7iTv9PQCZl92C/bKbQ16t7vfNAf0SrcNXUUUXDzZbMUvmvHR9w/i8AY77LCwiEJA%2BWCHJfWVNzhAsts73h3XOMuxfjXHPcwC4arQmw%2B9tBbbuD%2BM60h77pddH39AzokgSYEWLIq88c4ZpCDKPJ85E%2BtA1eBLrlFLGyli%2BoSayUsbHdJ%2ByuGNfkLDDe9vGnVCH9OGvl%2B0DCCWU8OUj6P/cDoC96QhsV4T%2BYmPtqe8xb5vu7T9nvIj04Wsr5GCIth6PUnxYE8j01ePo/9gKeN/bZwvj9VHaM3v9%2BiUmkz58LSpTjdAWdjtz3tP5K%2BAdiy27eRFPnkofrOLl9oM9lvOu1RajyewwLeTFdX9uJ%2BHzud4/qlyM9aq1AU%2BBu5ObxPQ5sDKr2O310SrYlWBIndxV5B9/KmPA87irh95nI9qpHRbfZ0f9K7H2fDxmr5w1ab/ndQrXJ5E%2B/A08plrlna2QGQ6syXvBct1uZPR9JvRbUNYTmDdPRuXORtEaSR%2B2Bk9Sw1LMbewwHPqvr4XWUacLGf3%2BE/p2tZ3CvOlm73bV6Ekf%2BlpY/RITvngYna%2BPz03FjsWmkhasYgX0g63fE%2BuVob%2B0XXP%2BVxK33ukdNNSQDOPfQzFVL35BERMkwIoWhRyQut83o7KnAaDExaPE5V3ZWLvMjvjo2aEyHHrL9zmcsX6K4/YLQCwDX4jZFg%2BVPQ3zxkl5ncIHvhiVg58WJu7Y5yR85r2qdiVdgmXQy6H373PYMG%2B8GU3mGQAs/f6DK9%2BTUJVV3PGvfI/vu80Xh/eSb2eW95Uptrx3l7r8%2BucUx7DvVYwH1gA5Fy/d5xUfCPi1YCnSglWAypWV1w/2okuxDHwp5CFYVFnnSdo4EbUjA0WtxTZ0BVQLsUO8iAmx%2BetVAQUbpV3lzs67FWC8iOym1%2BDRJ5GVMh53clOywuizEUna1F8wffU4AK4qjXE2DL3Dc3GsPR5F98cnZHacHruvf3DZMW%2B%2BBW3abwBYuz8c9UNI%2BNP8c8g7bEDOcAyWoasKDO5aKI8L89Z/EffPAcA7Xo%2Bj8dBSzG3s0Jz/BfPmW1F5nN7hGIa8GnqfGo8b88dTfX3hbJdPD6svn%2B73j0j43Hsb0lWlURgXL/IUYSjcppqkD10Tej9YVxZJmyblPTjS43Fc9bqWYg5FeZAAK1oUcvLy3mIxkD5kla%2BflbXXgrLMWVDeoK8a6cPXoo6LXAuWo/EQHI2HRCy9Mqd4SNx%2BL7oT3wDe2zDhdF4ubyrrScx%2BV9WWQctxJ4f%2BmHnCZ3Pz%2Bmw1u0bG68mhsp0h6cMJgS2aYbzk2/TlPN/TmPYmw8kMY5wt7ekfMH88La/P1tDVoV%2B8yECjQak8Tt/nsPvBKh7M22YQd%2Bo7ADLb3Iq91Xj5Ma6A5JIkWvifvPK9cd3Sb6l39O9ypnLmdeX19v9YFfpTU5VE/LfPYPj1AwCyG/bH2v3CR/cucw4bCRsm%2Bt5Hl9HraZz1u4e8uHHvSowHvYOPOupeQUafxfKjDHmtFRl/A2DtNT%2BsYS4M%2B1YRv%2B9VAJy1O5LRd0l4wzFsvBmVK8vXZyv0d9cpxP/wQt5fsdqiXAo88XkPFWQMfDGsfrCmXQvQ/7YRgOxGg7F1mxvx/InoIEFztPDv3%2BLXJ8PaZXb5tuio8/oT%2BN8myui7xDv2jvAxHH4Xw%2BF3AXBWv8w7grNaU865Co1K8cB7U9Ce2Q%2BA7fIZZLe4PuTl9Ue3ov/l/wBwJTfBMnhlhRmTrWRyWityh7loPxV7y3EhL637czv6nIDdlXQJ6UNeDbnPlsphJWnjTaizzgJg6fdsWH224r9/HsPP7wCQfXEfXNUvC3nZis7edATqrH9w1rq82BeA%2BzMcegvD4f8B4KzZDkv/pXLrtQKTAKuc%2BDcxA9ibX%2Bf7nN14KLo/P8VZ%2B/Jin/IpTYpaF9DPI6vlODTnfyG76dVkN72q3PIVrXKDK7epFpahr0IEb52WNpUjA37%2BEAB706vDugUF3kFvgZxbUK9Ja0cOlcue11rReAi2LveHtbwhJ2j16JOwDFsd1jhIue8mBbB1noWjybDw1p0TXLkuupSMAS9Ia6Q/nYnMy6eHvVhucOVOqEv64FdAa4x0zkQUkQCrPKjj8PiNhWTtMhvHJf19f3sSapN%2B1Rtlm6cgL%2B3N6LcEV/VWvr/d1VqSPuLtssxVzFG0RtKHro6p4Rj8uWp1uOBbe4o6jvTBr8hwDEE4a7TB0u/ZC2qtUNRaLINXXPBrouyXXkdmh6kXtKzHWN3bZ8tvXCZRMrnvm1RCHbtMxCwJsMqB4%2BI%2B4HagO/E1jno9yGp7W3lnyffEWy5Lv2dja8TxKGHpvyymxiXz71dHUn2sw0K/BZVfRu%2BFuOp0ilDOYpwry/fRbaqFZcirF9xaYb1yPs66oT9hpsl59Q6Ao3ZnMnqFPi5T/oF%2B04esxJNYN%2BR1i%2BJlDHge90WXlnc2RBmQAKuMpQ9%2BBY%2Bppvfz8DJupSqCo8GV6P7aiSupIaljt0v/mRB54qujqHWoPA5sl0/H0WhgeWcpLO5kv7G5xq1D0VUHl6fwBfx4dGY8cQmonVayUm4k%2B9IiRgSvZNzJea1NlqGv%2BY75UCg6Ex59EursdLJajMHecmxY63bU7Yb23M8oWgOWwcvDenedfzBl6bM4rD5bIjiPqQaKWovK48LWeSaOhn3LO0uijKgUJd8liygdP32IRVWV7Ital3dOglJnnCDu%2BFdkNx4KceFdaWu1apKTTaSm2nCF%2BOMcS4orn/bEt6idVhwNesdePxV3NvojG1HqXk7SJSlh16H29I%2BobadxXDIgqste5vuo24H%2Bt424arS5oFt72jP7UFtP5GzX4m8r%2BpfPbT2P7uhWHJf0v6B31%2Bn%2B3I4nLiGqWiNj/RwTd2IXuLJxNriy0HlivYzFKc/yVa9ePq8nkwCrDMmBE5sqevmg4pdRyhfbKnr5oOKXsTIGWPJ8qBBCCCFEhEmAJYQQQggRYRJgCSGEEEJEmARYQgghhBARJgGWEEIIIUSESYAlhBBCCBFhEmAJIYQQQkSYBFhCCCGEEBEmAZYQQgghRIRJgCWEEEIIEWESYAkhhBBCRJgEWEIIIYQQESYBlhBCCCFEhEmAJYQQQggRYRJgCSGEEEJEmARYQgghhBARJgGWEEIIIUSESYAlhBBCCBFhEmAJIYQQQkSYBFhCCCGEEBEmAZYQQgghRIRJgCWEEEIIEWGVJsA6fvw4U6ZMoXPnzvTu3ZuFCxfi8XiCzrtmzRoGDhxI%2B/btGTt2LAcOHCjj3AohhBAillWaAGvatGnUrFmTbdu2sWrVKrZt28bq1asLzLd9%2B3aee%2B45nn76ab766it69%2B7N7bffTmZmZjnkWgghhBCxqFIEWPv37%2Bfnn3/mvvvuIzExkYYNGzJx4kTWrVtXYN5169YxcuRI2rRpg8FgYPLkyQB8%2BumnZZ1tIYQQQsQobXlnoCwcPHiQunXrkpSU5JuWkpLC0aNHsVqtJCQkBMw7ZMgQ399qtZoWLVqwf/9%2Bhg4dGtL6zpw5w9mzZwOmbX9zYwlLIYQQQohwTXv8/nJZb6UIsNLS0jCbzQHTcoOt1NTUgAArLS0tIBDLnTc1NTXk9a1bt45ly5YFTBs7dmy42RZCCCFEjKoUARaAoiilMm8wo0ePpk%2BfPgHTPlu7qURpCiGEECJ2VIoAq2rVqqSlpQVMS0tLQ6VSUbVq1YDpycnJQedt2rRpyOurUaMGNWrUCJiWMj%2BF1FQbLlfwJxdjmVarJjnZJOWLYRW9jFK%2B2FbRywcVv4wVvXzBVIpO7q1ateLkyZOcP3/eN23//v00adIEk8lUYN6DBw/6/na73Rw6dIg2bdqUWX6FEEIIEdsqRYDVsmVLWrduzeLFi7Farfz222%2BsWrXK1y9q0KBB7NmzB/D2lXr//ff58ccfycrK4sUXX0Sn09GrV69yLIEQQgghYkmluEUIsHTpUubOnUu3bt1ISEhgzJgxjBs3DoCjR4/6xrnq2bMn99xzDzNmzODcuXO0bt2a5cuXYzAYyjP7QgghhIghKqWkPbpFyCrqveeKfm%2B9opcPKn4ZpXyxraKXDyp%2BGcuzfNWrJ5bp%2BnJViluEQgghhBBlSQIsIYQQQogIkwBLCCGEECLCJMASQgghhIgwCbCEEEIIISJMAiwhhBBCiAiTAEsIIYQQIsIkwBJCCCGEiDAZaLQMnDlzhnXr1jF69OgCL4GuCKR8sa%2Bil1HKF9sqevmg4pexopcvGGnBKgNnz55l2bJlnD17tryzUiqkfLGvopdRyhfbKnr5oOKXsaKXLxgJsIQQQgghIkwCLCGEEEKICJMASwghhBAiwjSPPPLII%2BWdicrAZDLRqVMnTCZTeWelVEj5Yl9FL6OUL7ZV9PJBxS9jRS9ffvIUoRBCCCFEhMktQiGEEEKICJMASwghhBAiwiTAEkIIIYSIMAmwhBBCCCEiTAIsIYQQQogIkwBLCCGEECLCJMASQgghhIgwCbCEEEIIISJMAiwhhBBCiAiTAKuUHT9%2BnClTptC5c2d69%2B7NwoUL8Xg85Z2tAMePH%2BfOO%2B%2Bkc%2BfOdO3aldmzZ2OxWPj7779p3rw5rVu3Dvj3yiuv%2BJbdtGkTw4cPp127dowcOZIvvvjC953H42HJkiX07duXjh07csstt3Ds2DHf92lpacyYMYOuXbvSvXt35syZg91uj3j5mjdvTqtWrQLK8NhjjwHw9ddfM2rUKNq3b8/QoUNZv359wLJr1qxh4MCBtG/fnrFjx3LgwAHfd9nZ2fz73/%2BmZ8%2BedO7cmbvuuovU1NSA7Vradb979%2B4C9dOqVSuaN2/ON998E7T%2BNm/eHPXl%2B/zzz%2BnatSt33313ge9Kc5/76aefGD9%2BPB06dGDAgAG8%2BuqrIa87UuXbunUrV111Fe3atWPgwIG8/fbbvu%2Bee%2B45WrRoUaBO//nnH6DkdVbc8VDS8r333ntceumlBfK/b98%2BIHbqr6gyPvTQQwXK17JlSx544AEAZs%2BeTcuWLQO%2Bv/zyy6OqjIX9JpR0/aVdv1FHEaXqmmuuUR566CHFYrEoR48eVQYMGKC8%2Buqr5Z2tAMOGDVNmz56tWK1W5eTJk8rIkSOVBx98UDl27JjSrFmzQpc7dOiQ0qpVK2XHjh2K3W5XPvjgA6VNmzbKyZMnFUVRlDVr1ii9e/dWjhw5omRkZCiPPvqoMnz4cMXj8SiKoihTp05VpkyZopw7d045deqUMnr0aOWxxx6LePmaNWumHDt2rMD006dPK23btlXeeecdxW63K19%2B%2BaVy2WWXKfv27VMURVE%2B%2BeQT5fLLL1d%2B/PFHJSsrS3n55ZeVbt26KTabTVEURZk/f74ycuRI5cSJE0pqaqoydepU5bbbbvOlX151/%2BKLLyrTp09Xdu3apfTu3bvQ%2BaK1fMuXL1cGDBigjBkzRpkxY0bAd6W5z2VlZSk9evRQnnvuOcVmsykHDhxQOnXqpGzZsiWkdUeifHv37lVat26tfPzxx4rT6VR27NihpKSkKLt371YURVGWLl2qzJo1q9C0S1JnxR0PkSjfu%2B%2B%2Bq4wfP77QZWOh/oorY35Op1MZOnSosmPHDkVRFGXWrFnK0qVLC50/GspY2G9CSddfmvUbjSTAKkX79u1TWrRooaSlpfmm/fe//1UGDhxYjrkKlJ6ersyePVs5e/asb9rrr7%2BuDBgwoNgAa968ecqdd94ZMO26665TXn75ZUVRFGXo0KHK6tWrfd9lZGQoLVu2VH744Qfl7NmzyqWXXqr89NNPvu937typtG3bVnE4HJEqnqIohQdYK1euVEaMGBEwbcaMGcrcuXMVRVGUKVOmKE8%2B%2BaTvO7fbrXTr1k358MMPFafTqXTo0EHZtm2b7/sjR44ozZs3V06dOlVudX/8%2BHGlU6dOyvHjx4sNsKK1fKtXr1YsFosya9asAj9epbnPbd68WenSpYvicrl83y9cuFC5%2BeabQ1p3JMq3c%2BdOZdmyZQHTrrnmGuXFF19UFKXoAKukdVbc8RCJ8hUXYMVC/RVXxvxWrlyp3Hrrrb6/iwqwoqGMRf0mlHT9pVm/0UhuEZaigwcPUrduXZKSknzTUlJSOHr0KFartRxzlsdsNjN//nyqVavmm3by5Elq1Kjh%2B/v%2B%2B%2B%2Bne/fudOnShcWLF%2BN0OgFv%2BVq2bBmQXsuWLdm/fz92u50jR44EfJ%2BQkMDFF1/M/v37%2Bemnn9BoNDRv3tz3fUpKCpmZmfz%2B%2B%2B8RL%2BfixYvp1asXl19%2BOXPnzsVmsxWa/9zbZPm/V6vVtGjRgv379/PXX3%2BRkZFBSkqK7/vGjRtjMBg4ePBgudX9s88%2By7XXXkudOnUAsNlsvqb%2BHj16sGrVKpSc97tHa/kmTJhAYmJi0O9Kc587ePAgzZs3R6PRBKRd2P7gv%2B5Ila9nz57ceeedvr9dLhdnz56lZs2avmmHDx9mzJgxvtt4ubdgSlpnxR0PkSgfeM8vkyZNomPHjvTt25cPPvgAIGbqL5Qy5rJYLLz00kvMnDkzYPquXbsYMWIE7dq1Y9SoUb48RkMZi/pNKMn6S7t%2Bo5EEWKUoLS0Ns9kcMC335ObfLyKa7N%2B/n7Vr1/Kvf/0LnU5Hu3bt6N%2B/P59%2B%2BinLly9n/fr1vPDCC4C3fP4na/CWLzU1lfT0dBRFKfT7tLQ0EhISUKlUAd9B5LdN27Zt6dq1K1u3bmXdunX8%2BOOPzJs3L2j9VKlSxbf%2BosqXlpYGUGB5s9ns%2B76s6/7vv/9m69atTJo0CfCevJo1a8ZNN93E559/zvz581m2bBnvvvtuTJavuDyXdJ8rbH9IS0vD4/EUue7SsmjRIuLj4xkyZAgAtWrVon79%2Bv/fzt2GNNW/cQD/LnMSWdnsgdBhT4bmcRqklBpq5AokTcgniOi5oFeZkkkvkkiTLFKwmVhBtdSyqJDCKMnKBEUpVprVVohiRaiJoZvO635xs4O75633/78z2%2BL6wF74%2B52z33V5nbNzbbqDgoICNDQ0IDk5GYcOHYLBYLC7ZlOdD1JQKBRYunQpsrKy0NDQgIyMDOTk5KCxsfGPrN%2BNGzcQFhYGf39/cUypVMLPzw%2BXLl3CixcvsHbtWuzZs8dpcxx/TbBnfUfX1xlxg%2BVglk8LXEFLSwv27t2Lo0ePIiIiAosWLUJlZSXi4uLg7u4OlUqFgwcP4u7du%2BI%2BU%2BU32fx0/W6qqqqQnJwMuVyOFStWIDMzEzU1NeIncZNxhfwstFot1Go1Fi5cCODvd3/Xr19HeHg45HI5oqKikJaW5nL1%2B1/XlTrm8S/405UzEeHs2bOoqamBRqOBh4cHACA5ORnFxcXw8/PDrFmzsGvXLgQGBlr9M7oz1swiJiYG5eXlWL16NeRyOeLj4xEXF/efj0lXqR8AmM1maLVa7Ny502r88OHDyMvLw%2BLFi%2BHp6YmsrCzI5XI8efLk/47RUTn%2B85ogxfqOrK%2Bz4QbLgRQKhfiu0qK/vx8ymQwKheI3RTWxuro6HDhwADk5OTYvCOP5%2BPjgx48fICLMnz9/wvwUCgW8vLwwY8aMCee9vb2hUCgwODgIs9lsNQcA3t7eEmZmy9fXF2azecL4%2Bvr6xNpMlp9lm3/O//z5U8xvumtfW1uLjRs3TrqNj48Pvn//DsD18psqZnuPOYVCYfNOv7%2B/X3zeydaW0tjYGLKzs1FXV4eKigosX7580u0tNbW3ZhPlN/58cBRL/H9K/Syam5thMpmsviE4ETc3NyxZskSsobPkONE1wZ71HV1fZ%2BScUf0hBEFAT08Pent7xTGdToeVK1di9uzZvzEya62trTh27BiKioqwbds2cbyxsREajcZqW4PBAB8fH8hkMgiCYPP3b51Oh5CQEHh4eMDf3x/v3r0T5wYGBtDZ2QmVSoXAwEAQEd6/f2%2B179y5c7Fs2TLJcmtra8OZM2esxvR6PeRyOaKjo23if/v2LUJCQgD8Xb/x8ZvNZrS1tSEkJARKpRLz5s2zmv/w4QNMJhMEQZj22re3t6O7uxuRkZHi2KNHj3Dz5k2r7QwGA5RKpcvlZ%2BHIY04QBHR0dGB0dNTmuadaW0p5eXn4%2BPEjKioqxFpZXLx4EY2NjVZjer0eSqXS7poFBwdPej5IoaKiAg8fPpww/j%2BlfhZPnz7FunXrMHPmTHGMiJCfn2%2BVg8lkQmdnJ5RKpdPk%2BG/XBHvWd3R9nRE3WA5kudfJuXPnMDg4CL1ej6tXryI9Pf13hyYaHR3FiRMnkJmZiaioKKu5OXPmoKSkBPfv38fIyAh0Oh0uX74sxp%2BSkoJXr17h2bNnMBqNqK6uxpcvX5CQkAAASE9Px7Vr16DX6zE4OIjCwkLxHj4KhQKbN2/GhQsX0Nvbi69fv6KkpATbt2%2B3ekGyl7e3N6qqqlBWVgaTyYTPnz%2BjqKgIqampSExMRHd3N27fvg2j0Yj6%2BnrU19cjJSVFjP/evXt4/fo1hoaGoNFoIJfLERMTAzc3N6SkpKC0tBQ9PT3o6%2BvD%2BfPnERcXhwULFkx77dva2uDl5QVPT09xzN3dHQUFBXj58iVGRkbQ0NCAO3fuiDG4Un4WjjzmoqOj4enpCY1Gg6GhIbx58wbV1dX/%2BXiXQktLCx48eICysjJ4eXnZzPf39yM3NxcGgwFGoxFXrlxBZ2cnkpKS7K7Z1q1bJz0fpGAymXDq1CnodDqMjIygpqYGz58/R1paGgDXr9947e3t8PX1tRqTyWTo6upCbm4uvn37hl%2B/fqGwsBDu7u7YtGmTU%2BQ42TXB3vUdWV%2Bn5NDvKDLq6emhffv2kUqlooiICCouLhbv%2BeEMmpubadWqVSQIgs2jq6uLHj9%2BTAkJCaRSqSgyMpJKS0vJbDaL%2B9fW1pJaraagoCBKTEykpqYmcW5sbIyKiopo/fr1pFKpaP/%2B/Vb3YxkYGKAjR45QaGgohYWFUW5uLhmNRslzbGpqotTUVAoNDaXw8HDKz8%2Bn4eFhcS4hIYGCgoJIrVbb3FNFq9VSdHQ0CYJA6enp1NHRIc4ZjUY6efIkhYWF0Zo1aygjI4MGBgbE%2BemsfWlpKcXHx9uMV1ZWklqtpuDgYIqNjaVbt245fX6W4y8gIIACAgLEny0cecx1dHRQWloaCYJAMTExpNVqrWKbbG0p8jt%2B/LjVmOWxe/duIiIaHh6m06dP04YNGyg4OJiSkpKotbVVfG57azbV%2BWBvfmNjY1RSUkKxsbEkCAJt2bKF6urqxH1doX5T5WihVqupvLzcZt%2B%2Bvj7Kzs6miIgIUqlUtGPHDvr06ZPT5DjVNcGe9R1dX2cjI3Kh/8JmjDHGGHMB/CdCxhhjjDGJcYPFGGOMMSYxbrAYY4wxxiTGDRZjjDHGmMS4wWKMMcYYkxg3WIwxxhhjEuMGizHGGGNMYtxgMcYYY4xJjBssxhhjjDGJcYPFGGOMMSYxbrAYY4wxxiTGDRZjjDHGmMS4wWKMMcYYk9hfhTZEalwNMIIAAAAASUVORK5CYII%3D\"/>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common9024518214298966113\">\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">62</td>\n",
              "        <td class=\"number\">31388</td>\n",
              "        <td class=\"number\">1.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">61</td>\n",
              "        <td class=\"number\">31301</td>\n",
              "        <td class=\"number\">1.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">60</td>\n",
              "        <td class=\"number\">30996</td>\n",
              "        <td class=\"number\">1.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">63</td>\n",
              "        <td class=\"number\">30963</td>\n",
              "        <td class=\"number\">1.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">65</td>\n",
              "        <td class=\"number\">30913</td>\n",
              "        <td class=\"number\">1.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">59</td>\n",
              "        <td class=\"number\">30839</td>\n",
              "        <td class=\"number\">1.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">64</td>\n",
              "        <td class=\"number\">30737</td>\n",
              "        <td class=\"number\">1.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">66</td>\n",
              "        <td class=\"number\">30368</td>\n",
              "        <td class=\"number\">1.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">67</td>\n",
              "        <td class=\"number\">30315</td>\n",
              "        <td class=\"number\">1.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">58</td>\n",
              "        <td class=\"number\">30128</td>\n",
              "        <td class=\"number\">1.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"other\">\n",
              "        <td class=\"fillremaining\">Other values (1230)</td>\n",
              "        <td class=\"number\">2731533</td>\n",
              "        <td class=\"number\">89.9%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme9024518214298966113\">\n",
              "            <p class=\"h4\">Minimum 5 values</p>\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">1</td>\n",
              "        <td class=\"number\">24</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:4%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2</td>\n",
              "        <td class=\"number\">112</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:18%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">3</td>\n",
              "        <td class=\"number\">215</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:33%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">4</td>\n",
              "        <td class=\"number\">340</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:52%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">5</td>\n",
              "        <td class=\"number\">650</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "            <p class=\"h4\">Maximum 5 values</p>\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">1747</td>\n",
              "        <td class=\"number\">2</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">1779</td>\n",
              "        <td class=\"number\">1</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">1817</td>\n",
              "        <td class=\"number\">1</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">1852</td>\n",
              "        <td class=\"number\">1</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">1876</td>\n",
              "        <td class=\"number\">1</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "        </div>\n",
              "    </div>\n",
              "</div>\n",
              "</div><div class=\"row variablerow\">\n",
              "    <div class=\"col-md-3 namecol\">\n",
              "        <p class=\"h4 pp-anchor\" id=\"pp_var_PERNUM_4 digit code\">PERNUM_4 digit code<br/>\n",
              "            <small>Numeric</small>\n",
              "        </p>\n",
              "    </div><div class=\"col-md-6\">\n",
              "    <div class=\"row\">\n",
              "        <div class=\"col-sm-6\">\n",
              "            <table class=\"stats \">\n",
              "                <tr>\n",
              "                    <th>Distinct count</th>\n",
              "                    <td>20</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Unique (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Missing (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Missing (n)</th>\n",
              "                    <td>0</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Infinite (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Infinite (n)</th>\n",
              "                    <td>0</td>\n",
              "                </tr>\n",
              "            </table>\n",
              "\n",
              "        </div>\n",
              "        <div class=\"col-sm-6\">\n",
              "            <table class=\"stats \">\n",
              "\n",
              "                <tr>\n",
              "                    <th>Mean</th>\n",
              "                    <td>2.1376</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Minimum</th>\n",
              "                    <td>1</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Maximum</th>\n",
              "                    <td>20</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Zeros (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "            </table>\n",
              "        </div>\n",
              "    </div>\n",
              "</div>\n",
              "<div class=\"col-md-3 collapse in\" id=\"minihistogram-803768842162143302\">\n",
              "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAABFklEQVR4nO3dwQnCQBBAUSOWZBH25NmeLMKe1rvIxwRCor53X5jLZ%2BewsNMYYxyAt45bDwB7dtp6gFfn6332mcftssIk4AaBJBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCLv7/mAJXyawFjcIBIFAEAgEgUAQCASBQBAIBIFAEAgEgUAQCISfeIu1hPdbfMINAkEgEP52xVpi7lpmJft%2B0xhjbD0E7JUVC4JAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBMITB94UlQcfa7gAAAAASUVORK5CYII%3D\">\n",
              "\n",
              "</div>\n",
              "<div class=\"col-md-12 text-right\">\n",
              "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives-803768842162143302,#minihistogram-803768842162143302\"\n",
              "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
              "        Toggle details\n",
              "    </a>\n",
              "</div>\n",
              "<div class=\"row collapse col-md-12\" id=\"descriptives-803768842162143302\">\n",
              "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
              "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles-803768842162143302\"\n",
              "                                                  aria-controls=\"quantiles-803768842162143302\" role=\"tab\"\n",
              "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#histogram-803768842162143302\" aria-controls=\"histogram-803768842162143302\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#common-803768842162143302\" aria-controls=\"common-803768842162143302\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#extreme-803768842162143302\" aria-controls=\"extreme-803768842162143302\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
              "\n",
              "    </ul>\n",
              "\n",
              "    <div class=\"tab-content\">\n",
              "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles-803768842162143302\">\n",
              "            <div class=\"col-md-4 col-md-offset-1\">\n",
              "                <p class=\"h4\">Quantile statistics</p>\n",
              "                <table class=\"stats indent\">\n",
              "                    <tr>\n",
              "                        <th>Minimum</th>\n",
              "                        <td>1</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>5-th percentile</th>\n",
              "                        <td>1</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Q1</th>\n",
              "                        <td>1</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Median</th>\n",
              "                        <td>2</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Q3</th>\n",
              "                        <td>3</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>95-th percentile</th>\n",
              "                        <td>5</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Maximum</th>\n",
              "                        <td>20</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Range</th>\n",
              "                        <td>19</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Interquartile range</th>\n",
              "                        <td>2</td>\n",
              "                    </tr>\n",
              "                </table>\n",
              "            </div>\n",
              "            <div class=\"col-md-4 col-md-offset-2\">\n",
              "                <p class=\"h4\">Descriptive statistics</p>\n",
              "                <table class=\"stats indent\">\n",
              "                    <tr>\n",
              "                        <th>Standard deviation</th>\n",
              "                        <td>1.3509</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Coef of variation</th>\n",
              "                        <td>0.63198</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Kurtosis</th>\n",
              "                        <td>5.0906</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Mean</th>\n",
              "                        <td>2.1376</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>MAD</th>\n",
              "                        <td>1.0127</td>\n",
              "                    </tr>\n",
              "                    <tr class=\"\">\n",
              "                        <th>Skewness</th>\n",
              "                        <td>1.7227</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Sum</th>\n",
              "                        <td>6497181</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Variance</th>\n",
              "                        <td>1.825</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Memory size</th>\n",
              "                        <td>23.2 MiB</td>\n",
              "                    </tr>\n",
              "                </table>\n",
              "            </div>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram-803768842162143302\">\n",
              "            <img 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69WufOndPp06e1du1ajRkzRv7%2B/oqJiVFgYKDWrVungoICHThwQCkpKYqNjZUkjRs3Tl988YXS0tJ0%2BfJlpaSk6Pjx4xo5cmSF%2BwYAAKiMGjuDdS2QFBcXS5L27Nkj6erZokmTJik/P19PP/20cnJy1Lp1a61du1aRkZGSpAkTJignJ0ePPPKI8vPz1bdvX6d7mpYsWaJFixZp0KBBqlevnoYPH%2B74MtP69etr/fr1WrRokZKSktSsWTMlJCQ47vnq3LmzEhMTtXz5cmVlZaljx47asGGDmjdvXql9AwAAVMTHzjdo1oqcnIs1su4fVn9eI%2BvWhF2z7nF3CdXi7%2B%2BrJk0aKTc332NOYV/PG3qUvKNPevQc3tBnTfbYvHn5XxlVkzzn85AAAAA3CQIWAACAYQQsAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABjmMmANHDhQa9as0alTp2q7HgAAgDrPZcB66KGHtHPnTg0ePFiPP/64du/ereLi4tquDQAAoE5yGbDi4%2BO1c%2BdOvfPOO%2BrUqZNeeuklxcTE6JVXXtGxY8dqu0YAAIA65Yb3YEVERGju3Lnat2%2Bf5s%2Bfr3feeUcPPPCAJk%2BerB9%2B%2BKG2agQAAKhTbhiwioqKtHPnTj3xxBOaO3euWrRooeeff15dunRRXFyctm/fXlt1AgAA1Bn%2BrgYzMzOVkpKid999V/n5%2BRo6dKj%2B8pe/qGfPno5tevfurcWLF2vEiBG1ViwAAEBd4DJgDRs2TO3bt9eUKVP04IMPKiQkpMw2MTExOnfuXI0XCAAAUNe4DFibNm1Snz59KnzwgQMHjBcEAABQ17m8ByssLExTp07Vnj17HGN//vOf9cQTT8hms9VacQAAAHWRy4C1fPlyXbx4UR07dnSM9e/fX6WlpVqxYkWtFQcAAFAXubxE%2BNlnn2n79u1q0qSJY6xdu3ZKTEzU8OHDa604AACAusjlGazCwkIFBASU3djXVwUFBTVeFAAAQF3mMmD17t1bK1as0Pnz5x1jv/zyi1588UWnr2oAAABAWS4vEc6fP1//8i//orvvvluBgYEqLS1Vfn6%2B2rRpo7/%2B9a%2B1XSMAAECd4jJgtWnTRu%2B//74%2B/fRTnThxQr6%2Bvmrfvr369esnPz%2B/2q4RAACgTnEZsCSpfv36Gjx4cG3WAgAA4BFcBqyTJ09q5cqV%2Bvnnn1VYWFhm/uOPP67xwgAAAOqqcu/Bys7OVr9%2B/dSwYcPargkAAKBOcxmw0tPT9fHHH8tisdR2PQAAAHWey69paNq0KWeuAAAAfiOXAWvKlClas2aN7HZ7bdcDAABQ57m8RPjpp5/qu%2B%2B%2B09atW9W6dWv5%2BjrnsL///e%2B1UhwAAEBd5DJgBQYG6t57763tWgAAADyCy4C1fPny2q4DAADAY7i8B0uSjh49qtdee03PP/%2B8Y%2By//uu/aqUoAACAusxlwPryyy81cuRI7d69Wzt27JB09ctHJ02axJeMAgAAVMBlwFq1apWeffZZbd%2B%2BXT4%2BPpKu/n7CFStWaO3atbVaIAAAQF3jMmD99NNPio2NlSRHwJKk%2B%2B%2B/X5mZmbVTGQAAQB3lMmA1btzY5e8gzM7OVv369Wu8KAAAgLrMZcDq0aOHXnrpJeXl5TnGjh07prlz5%2Bruu%2B%2ButeIAAADqIpdf0/D888/r0UcfVd%2B%2BfVVSUqIePXqooKBAnTp10ooVK2q7RgAAgDrFZcBq2bKlduzYoU8%2B%2BUTHjh1TgwYN1L59e91zzz1O92QBAACgLJcBS5Lq1aunwYMH12YtAAAAHsFlwBo4cOANz1TxXVgAAADlcxmwHnjgAaeAVVJSomPHjslqterRRx%2BtteIAAADqIpcBa86cOS43/vDDD/WPf/yjRgsCAACo68r9XYSuDB48WO%2B//35N1QIAAOARqhSwDh48KLvdXlO1AAAAeASXlwgnTJhQZqygoECZmZkaMmRIjRcFAABQl7kMWO3atSvzKcKAgACNGTNGY8eOrZXCAAAA6iqXAYtvawcAAPjtXAasd999t9ILPPjgg8aKAQAA8AQuA9aCBQtUWlpa5oZ2Hx8fpzEfHx8CFgAAwHVcBqw33nhDGzdu1NSpUxUWFia73a4ff/xRr7/%2BuiZOnKi%2BffvWdp0AAAB1Rrn3YCUlJalFixaOsV69eqlNmzaaPHmyduzYUWsFAgAA1DUuvwfr%2BPHjCg4OLjMeFBSkrKysGi8KAACgLnMZsFq1aqUVK1YoNzfXMXbhwgWtXLlSt99%2Be6UX379/v6Kjo5WQkFBmbufOnRoxYoS6d%2B%2Bu0aNH67PPPnPMlZaWatWqVRo0aJB69%2B6tyZMn6%2BTJk455m82mWbNmKTo6Wv369dOCBQtUWFjomD906JAmTpyonj17asiQIdq4caOxfQMAAFTEZcCaP3%2B%2Bdu3apejoaPXq1Ut9%2BvTRXXfdpa1bt2revHmVWvj111/XsmXL1LZt2zJzhw4d0ty5czVnzhx99dVXiouL04wZM3T69GlJ0ttvv63t27crKSlJ%2B/btU7t27RQfH%2B%2B4wX7hwoUqKCjQjh07lJqaqszMTCUmJkqSCgsLNWXKFN11113av3%2B/Vq1apQ0bNmj37t1G9g0AAFARlwGrX79%2BSktL06pVqzRjxgxNmzZNiYmJ%2BuSTT3T33XdXauGAgAClpKS4DFhbtmxRTEyMYmJiFBAQoJEjR6pz587atm2bJCk5OVlxcXHq0KGDAgMDlZCQoMzMTB04cEBnzpzRnj17lJCQIIvFohYtWmj69OlKTU1VUVGR0tLSVFRUpGnTpqlhw4aKiIjQ2LFjlZycXO19AwAAVIbLm9wl6ZZbbtGgQYN0%2BvRptWnTpsoLT5o0qdy5jIwMxcTEOI2Fh4fLarWqsLBQR44cUXh4uGMuMDBQbdu2ldVq1cWLF%2BXn56ewsDDHfEREhC5duqSjR48qIyNDYWFh8vPzc1p7y5Yt1d73nXfeWeX/DgAAwPu4DFiFhYVatGiR3n//fUlSenq6Lly4oGeeeUZ//OMfFRQUVK2d2my2MjfRBwcH68iRIzp//rzsdrvL%2BdzcXIWEhCgwMNDpV/lc2zY3N1c2m61MfSEhIbLZbCotLa3WvisrOztbOTk5TmP%2B/g0VGhpa6TU8kb9/lX63%2BE3Hz8/X6W9P5A09St7RJz16Dm/o0xN7dBmwXnnlFR06dEiJiYl67rnnHOMlJSVKTEzUkiVLqr3jiu5putH8b7kf6teBrDr7rozk5GStWbPGaSw%2BPl4zZ86s1rp1XZMmjdxdghFBQbe4u4Qa5w09St7RJz16Dm/o05N6dBmwPvzwQ7311ltq166d5s6dK%2BnqVzQsX75cDz74YLUDVpMmTWSz2ZzGbDabLBaLQkJC5Ovr63K%2BadOmslgsysvLU0lJieMy4LVtr80fP368zGOvrVudfVfW%2BPHjNXDgQKcxf/%2BGys3Nr/Qanqiu9%2B/n56ugoFt04UKBSkpK3V1OjfCGHiXv6JMePYc39FmTPbrrzb3LgJWfn6927dqVGbdYLLp06VK1dxoZGan09HSnMavVqmHDhikgIECdOnVSRkaG%2BvTpI%2BnqV0ScOHFCXbt2VatWrWS323X48GFFREQ4HhsUFKT27dsrMjJSmzdvVnFxsfz9/R3z3bp1q/a%2BKys0NLTM5cCcnIsqLvbMH4zK8pT%2BS0pKPaaX8nhDj5J39EmPnsMb%2BvSkHl1e7Lz99tv1j3/8Q5Lz5bIPPvhAt912W7V3Om7cOH3xxRdKS0vT5cuXlZKSouPHj2vkyJGSpNjYWG3atEmZmZnKy8tTYmKiunTpoqioKFksFg0dOlSrV6/WuXPndPr0aa1du1ZjxoyRv7%2B/YmJiFBgYqHXr1qmgoEAHDhxQSkqKYmNjq71vAACAynB5Buvhhx/WU089pYceekilpaV68803lZ6erg8//FALFiyo1MLXAklxcbEkac%2BePZKuni3q3LmzEhMTtXz5cmVlZaljx47asGGDmjdvLkmaMGGCcnJy9Mgjjyg/P199%2B/Z1uqdpyZIlWrRokQYNGqR69epp%2BPDhji8zrV%2B/vtavX69FixYpKSlJzZo1U0JCgvr37y9J1d43AABARXzs5dzRnZqaqrfeektHjx5VgwYN1L59e8XFxen%2B%2B%2B%2Bv7Ro9Qk7OxRpZ9w%2BrP6%2BRdWvCrln3uLuEavH391WTJo2Um5vvMaewr%2BcNPUre0Sc9eg5v6LMme2zevLHR9SrL5Rmsc%2BfO6aGHHtJDDz1U2/UAAADUeS7vwRo0aBC/GgYAAOA3chmw%2Bvbtq127dtV2LQAAAB7B5SXCW2%2B9Vf/2b/%2BmpKQk3X777apXr57T/MqVK2ulOAAAgLrIZcA6cuSI7rjjDkmq0q%2BIAQAAwHUBKyEhQatWrdJf//pXx9jatWsVHx9f64UBAADUVU73YO3du7fMBklJSbVWDAAAgCdwCliuPjnIpwkBAACqxilg%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%2B/1JgxY9SjRw8NGzZM27Ztc3rspk2bNHToUPXo0UOxsbFKT093zF2%2BfFn/%2Bq//qnvvvVd9%2B/bVzJkzlZub65jPysrSk08%2Bqb59%2B2rAgAF65ZVXVFpa6pivaN8AAAAV8Xfnzj/44AO1bt3aaSw7O1vTp0/XggULNGLECH377beaNm2a2rdvr6ioKO3du1evvfaa3njjDYWFhWnTpk2aOnWqdu/erYYNG2rVqlXKyMhQcnKybrnlFi1cuFDPP/%2B81q9fL0l66qmnFBERoT179ujs2bOaMmWKmjVrpscee6zCfQMAAFTGTXeJcPv27WrXrp3GjBmjgIAARUdHa%2BDAgdqyZYskKTk5WaNHj1a3bt3UoEEDPf7445Kkffv2qbi4WCkpKZo%2BfbpuvfVWhYSEaNasWUpLS9Mvv/wiq9Wqw4cPa86cOWrcuLHatWunuLg4JScnV2rfAAAAleHWgLVy5Ur1799fvXr10sKFC5Wfn6%2BMjAyFh4c7bRceHu64DHj9vK%2Bvr7p06SKr1aoTJ07o4sWLioiIcMx36NBBDRo0UEZGhjIyMtSqVSsFBwc75iMiInTs2DHl5eVVuG8AAIDKcNslwjvvvFPR0dF6%2BeWXdfLkSc2aNUsvvviibDabWrRo4bRtSEiI4z4qm83mFJAkKTg4WLm5ubLZbJKkoKAgp/mgoCDH/PVz19a6Nn%2BjfVdWdna2cnJynMb8/RsqNDS0SuvAvfz9nd9/%2BPn5Ov3tibyhR8k7%2BqRHz%2BENfXpij24LWNcuy0lXzzLNmTNH06ZNU8%2BePSt8rN1u/83zFT3WhOTkZK1Zs8ZpLD4%2BXjNnzqzxfcOcJk0auRwPCrqlliupfd7Qo%2BQdfdKj5/CGPj2pR7fe5P5rrVu3VklJiXx9fR1noq7Jzc2VxWKRJDVp0qTMvM1mU6dOnRzb2Gw2NWr0/18cz58/r6ZNm6qkpMTlY318fGSxWFyu/et9V9b48eM1cOBApzF//4bKzc2v0jpwr%2BuPl5%2Bfr4KCbtGFCwUqKSkt51F1mzf0KHlHn/ToObyhz5rssbw3yzXNLQHr4MGD2rZtm%2BbNm%2BcYy8zMVP369RUTE6P/%2BI//cNo%2BPT1d3bp1kyRFRkYqIyNDo0aNkiSVlJTo4MGDGjNmjNq0aaPg4GDHvVaS9NNPP%2BnKlSuKjIxUdna2Tp06pXPnzjlCk9VqVceOHdWoUSNFRUUpNTW13H1XVmhoaJnLgTk5F1Vc7Jk/GJ6qvONVUlLq8cfSG0lPPBYAABFWSURBVHqUvKNPevQc3tCnJ/XoloudTZs2VXJyspKSknTlyhUdO3ZMr776qsaPH69/%2Bqd/UlZWlrZs2aLLly/rk08%2B0SeffKJx48ZJkmJjY/Xuu%2B/q%2B%2B%2B/V0FBgdatW6f69eurf//%2B8vPz07hx47R%2B/XqdOnVKubm5%2BuMf/6j77rtPzZo1U3h4uKKiorRy5Url5eUpMzNTb775pmJjYyVJI0aMuOG%2BAQAAKsPHXhs3Jbnw9ddfa%2BXKlfrxxx9Vv359jRo1SgkJCQoICNDXX3%2BtZcuWKTMzU61atdLs2bM1ZMgQx2P/9re/KSkpSWfPnlVUVJQWL16szp07S5KuXLmi5cuX6/3331dxcbEGDBigxYsXq3HjxpKk06dPa%2BHChfrP//xPBQYGasKECZoxY4Z8fHwcdd1o379VTs7Faq/hyh9Wf14j60LaNesep3/7%2B/uqSZNGys3N95h3WNfzhh4l7%2BiTHj2HN/RZkz02b97Y6HqV5baA5W0IWHUPAcsze5S8o0969Bze0KcnBizP%2BTwkAADATYKABQAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABhGwAIAADCMgAUAAGAYAQsAAMAwAhYAAIBhBCwAAADDCFgAAACGEbAAAAAMI2ABAAAYRsACAAAwjIAFAABgGAELAADAMAIWAACAYQQsAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABhGwAIAADCMgAUAAGAYAQsAAMAwAhYAAIBhBCwAAADDCFgAAACGEbAAAAAMI2ABAAAYRsACAAAwjIAFAABgGAELAADAMH93FwDcrP6w%2BnN3l1Alu2bd4%2B4SAAD/hzNYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABhGwAIAADCMgAUAAGAYAQsAAMAwAhYAAIBhBCwAAADDCFgAAACGEbBcyMrK0pNPPqm%2BfftqwIABeuWVV1RaWurusgAAQB3h7%2B4CbkZPPfWUIiIitGfPHp09e1ZTpkxRs2bN9Nhjj7m7NKBcf1j9ubtLqLRds%2B5xdwkAUKM4g3Udq9Wqw4cPa86cOWrcuLHatWunuLg4JScnu7s0AABQR3AG6zoZGRlq1aqVgoODHWMRERE6duyY8vLyFBgYWOEa2dnZysnJcRrz92%2Bo0NBQ4/UCdVFdOtsmSR/N%2Bb27S6gyPz9fp789kTf0KHlHn57YIwHrOjabTUFBQU5j18JWbm5upQJWcnKy1qxZ4zQ2Y8YMPfXUU%2BYK/T/f/Nv9xtesquzsbCUnJ2v8%2BPEeHSK9oU9v6FHyjj6zs7P1l7%2B8QY8ewBv69MQePScqGmS326v1%2BPHjx2vr1q1Of8aPH2%2BouptPTk6O1qxZU%2Basnafxhj69oUfJO/qkR8/hDX16Yo%2BcwbqOxWKRzWZzGrPZbPLx8ZHFYqnUGqGhoR6TwAEAQNVxBus6kZGROnXqlM6dO%2BcYs1qt6tixoxo1auTGygAAQF1BwLpOeHi4oqKitHLlSuXl5SkzM1NvvvmmYmNj3V0aAACoI/wWL1682N1F3Gx%2B//vfa8eOHVq6dKnef/99jRkzRpMnT5aPj4%2B7S7tpNWrUSH369PH4s3ze0Kc39Ch5R5/06Dm8oU9P69HHXt07ugEAAOCES4QAAACGEbAAAAAMI2ABAAAYRsACAAAwjIAFAABgGAELAADAMAIWAACAYQQsAAAAwwhYAAAAhhGwUClZWVmKj49X3759FR0drXnz5unChQtlttu6dat%2B97vfKSoqyunPDz/84Iaqqy4sLEyRkZFOtS9dutTltps2bdLQoUPVo0cPxcbGKj09vZarrbqvv/66zLGJjIxUWFhYmW1fe%2B01denSpcz2Z86ccUPlFdu/f7%2Bio6OVkJBQZm7nzp0aMWKEunfvrtGjR%2Buzzz4rdx2bzaZZs2YpOjpa/fr104IFC1RYWFiTpVfajXrcvXu3Ro4cqe7du2vo0KF65513yl3nkUceUUREhNNxHTlyZE2WXiXl9VnV55e6eCxfeOGFMv2Fh4fr%2Beefd7nOwIEDyzxnTZ06tTZaqNCNXjcOHTqkiRMnqmfPnhoyZIg2btxY7jqlpaVatWqVBg0apN69e2vy5Mk6efJkbbXx29mBShg%2BfLh93rx59ry8PPupU6fso0ePts%2BfP7/MdqmpqfaJEye6oUIzOnfubD958mSF23388cf2Xr162b///nt7QUGBfcOGDfZ77rnHnp%2BfXwtVmrVu3Tr7008/XWb8T3/6k33u3LluqKjqkpKS7EOGDLFPmDDBPmvWLKe5gwcP2iMjI%2B1paWn2wsJC%2B3vvvWfv1q2b/dSpUy7XmjFjhv3JJ5%2B0nz171n769Gn7%2BPHj7UuXLq2NNm7oRj0eOHDAHhUVZf/oo4/sRUVF9rS0NHtERIT966%2B/drnWxIkT7ampqbVRdpXdqM%2BqPr/UxWN5vaKiIvuwYcPsaWlpLucHDBhg/%2Bqrr2qizGor73WjoKDA/vvf/97%2B2muv2fPz8%2B3p6en2Pn362D/88EOX62zatMk%2BYMAA%2B5EjR%2BwXL160L1myxD5ixAh7aWlpLXdUNZzBQoUuXLigyMhIzZ49W40aNVLLli01atQoffPNN%2B4uzW2Sk5M1evRodevWTQ0aNNDjjz8uSdq3b5%2BbK6ua//3f/9Wbb76p5557zt2lVEtAQIBSUlLUtm3bMnNbtmxRTEyMYmJiFBAQoJEjR6pz587atm1bmW3PnDmjPXv2KCEhQRaLRS1atND06dOVmpqqoqKi2milXDfq0WazacqUKRo8eLD8/f0VExOjzp0718mf0Rv1WRV19Vhe7y9/%2BYtuu%2B02xcTE1EJl5tzodSMtLU1FRUWaNm2aGjZsqIiICI0dO1bJycku10pOTlZcXJw6dOigwMBAJSQkKDMzUwcOHKjlrqqGgIUKBQUFafny5WrWrJlj7NSpUwoNDXW5/alTp/TYY4%2Bpd%2B/eGjRokN57773aKtWIlStXqn///urVq5cWLlyo/Pz8MttkZGQoPDzc8W9fX1916dJFVqu1NkuttldffVUPPfSQbrvtNpfzP/74oyZMmKAePXpo2LBhN7y05k6TJk1S48aNXc5df6wkKTw83OWxOnTokPz8/JwumUZEROjSpUs6evSo2aKr6EY93nvvvYqPj3f8u7i4WDk5OWrRokW56%2B3cuVMPPPCAunfvrri4OJ04ccJ4zb/FjfqUKv/8UleP5a9duHBB69ev17PPPnvD7TZt2qTBgwere/fumjlzps6ePWuq1N/sRq8bGRkZCgsLk5%2Bfn2MuPDzc5W0WhYWFOnLkiNPPcGBgoNq2bXvTP98SsFBlVqtVb731lqZNm1ZmzmKxqF27dnr22Wf1%2Beef65lnntH8%2BfP15ZdfuqHSqrvzzjsVHR2t3bt3Kzk5Wd9//71efPHFMtvZbDYFBwc7jQUHBys3N7e2Sq22//mf/9Hu3bv12GOPuZxv2bKl2rRpo5dfflmff/65xo4dq6lTp7r9xamqqnKsbDabAgMD5ePj47StpDp1bBMTE9WwYUM98MADLuc7dOigTp066W9/%2B5s%2B/vhjWSwWPf7447py5UotV1o1VXl%2B8YRj%2BdZbb6l3797q1KlTudt06dJFXbt21XvvvaedO3fKZrPp6aefrsUqK%2BfXrxs2m01BQUFO8yEhIbLZbCotLXUaP3/%2BvOx2e518viVgoUq%2B/fZbTZ48WbNnz1Z0dHSZ%2Bf79%2B%2BuNN95QeHi46tevr2HDhum%2B%2B%2B7T1q1b3VBt1SUnJ2vs2LGqX7%2B%2BOnTooDlz5mjHjh0uX3jsdrsbKjTn7bff1pAhQ9S8eXOX82PHjtWf/vQntW3bVrfccovi4uLUpUsXl5fWbnZVOVZ1%2Bbja7Xa98sor2rFjh9atW6eAgACX2y1evFhz585VSEiILBaLlixZoqysLH377be1XHHVVPX5pS4fy5KSEr399tuaNGnSDbdbu3atpkyZokaNGunWW2/VokWL9PXXX980ZySlil83rvl1GL5eXTyWBCxU2t69e/Xkk09q/vz5Ff7Q/1qrVq2UnZ1dg5XVnNatW6ukpKTMKfcmTZrIZrM5jdlsNlksltosr1o%2B/PBDDRw4sEqPqYvHsirHymKxKC8vTyUlJU7bSlLTpk1rttBqKi0t1bx587R3715t3rxZd9xxR6UfGxgYqODgYP3yyy81WGHNKO//ybp8LKWrn/i9cuWKevXqVaXHtWrVSpJump9TV68bFoulzNknm82mkJAQ%2Bfo6x5JrY65%2Bhm/240jAQqV89913mjt3rl599VU9%2BOCD5W63efNm7dy502ksMzNTbdq0qekSq%2B3gwYNasWKF01hmZqbq169f5n6zyMhIZWRkOP5dUlKigwcPqlu3brVSa3UdOnRIWVlZuueee8rd5t///d/LXHqpK8fy1yIjI8vc22G1Wl0eqy5dushut%2Bvw4cNO2wYFBal9%2B/Y1Xmt1vPTSS/r555%2B1efPmGx6jvLw8LV682ClMnTt3TufOnbvpj21Vnl/q8rGUpI8//lh33XWX/P39y90mKytLixYtcjrDnpmZKUk3xbEs73UjMjJSP/74o4qLix1j5f1MBgQEqFOnTk7PtxcuXNCJEyfUtWvXmm2gmghYqFBxcbFeeOEFzZkzR/369Ssz/%2Bijjzqe9K5cuaKlS5fKarWqqKhIO3bs0KeffqoJEybUdtlV1rRpUyUnJyspKUlXrlzRsWPH9Oqrr2r8%2BPHy8/PT/fff7/hUVmxsrN599119//33Kigo0Lp161S/fn3179/fvU1U0sGDBxUSEqLAwECn8V/3aLPZ9OKLL%2Bro0aO6fPmyNm7cqBMnTmjUqFHuKPk3GzdunL744gulpaXp8uXLSklJ0fHjxx3f%2B/TRRx/p4YcflnT1nfXQoUO1evVqnTt3TqdPn9batWs1ZsyYG77Qudu3336rbdu2KSkpSSEhIWXmf/jhB91///26cuWKAgMDdeDAAS1btkw2m03nz5/Xiy%2B%2BqLCwMHXv3t0N1VdeRc8vnnAsrzl06JBat25dZvzXPTZt2lR79%2B7VihUrdOnSJf3yyy9avny5BgwYcMMPONSGG71uxMTEKDAwUOvWrVNBQYEOHDiglJQUxcbGSpJ%2B%2BeUX3X///Y7vuoqNjdWmTZuUmZmpvLw8JSYmOr6j72Z28/9fBrf7/vvvlZmZqWXLlmnZsmVOcx988IFOnjyp8%2BfPS7r66Zj8/Hw9/fTTysnJUevWrbV27VpFRka6o/QqadGihZKSkrRy5UpHYBo1apTjiwCPHTumS5cuSbr6qa1nnnlGs2bN0tmzZxUVFaWkpCQ1aNDAnS1U2pkzZ1zee/XrHmfPni1JiouLk81mU8eOHfXnP/9ZLVu2rNVaK%2BPaE%2B21d8R79uyRdPVdcefOnZWYmKjly5crKytLHTt21IYNGxz9X7x4Uf/93//tWGvJkiVatGiRBg0apHr16mn48OEuv9iztt2ox9TUVF28eFEDBgxwekzv3r21ceNGFRQU6NixY477WNauXauXXnpJQ4cO1ZUrV3T33XcrKSmpzOUZd7hRnxU9v3jCsbwmJyfH6RN41/y6xwYNGuiNN97QihUrdO%2B990qS7rvvvnK/lLQ2VfS6sX79ei1atEhJSUlq1qyZEhISHG9Qi4qKdOzYMceZuQkTJignJ0ePPPKI8vPz1bdvX61Zs6a2W6oyH3tdvHMMAADgJub%2BtysAAAAehoAFAABgGAELAADAMAIWAACAYQQsAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGEELAAAAMP%2BHxSh4AAlVu4sAAAAAElFTkSuQmCC\"/>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common-803768842162143302\">\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">1</td>\n",
              "        <td class=\"number\">1243840</td>\n",
              "        <td class=\"number\">40.9%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2</td>\n",
              "        <td class=\"number\">901334</td>\n",
              "        <td class=\"number\">29.7%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:72%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">3</td>\n",
              "        <td class=\"number\">447427</td>\n",
              "        <td class=\"number\">14.7%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:36%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">4</td>\n",
              "        <td class=\"number\">261180</td>\n",
              "        <td class=\"number\">8.6%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:21%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">5</td>\n",
              "        <td class=\"number\">111408</td>\n",
              "        <td class=\"number\">3.7%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:9%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">6</td>\n",
              "        <td class=\"number\">43031</td>\n",
              "        <td class=\"number\">1.4%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:4%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">7</td>\n",
              "        <td class=\"number\">16934</td>\n",
              "        <td class=\"number\">0.6%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">8</td>\n",
              "        <td class=\"number\">7281</td>\n",
              "        <td class=\"number\">0.2%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">9</td>\n",
              "        <td class=\"number\">3389</td>\n",
              "        <td class=\"number\">0.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">10</td>\n",
              "        <td class=\"number\">1736</td>\n",
              "        <td class=\"number\">0.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"other\">\n",
              "        <td class=\"fillremaining\">Other values (10)</td>\n",
              "        <td class=\"number\">1921</td>\n",
              "        <td class=\"number\">0.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme-803768842162143302\">\n",
              "            <p class=\"h4\">Minimum 5 values</p>\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">1</td>\n",
              "        <td class=\"number\">1243840</td>\n",
              "        <td class=\"number\">40.9%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2</td>\n",
              "        <td class=\"number\">901334</td>\n",
              "        <td class=\"number\">29.7%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:72%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">3</td>\n",
              "        <td class=\"number\">447427</td>\n",
              "        <td class=\"number\">14.7%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:36%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">4</td>\n",
              "        <td class=\"number\">261180</td>\n",
              "        <td class=\"number\">8.6%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:21%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">5</td>\n",
              "        <td class=\"number\">111408</td>\n",
              "        <td class=\"number\">3.7%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:9%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "            <p class=\"h4\">Maximum 5 values</p>\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">16</td>\n",
              "        <td class=\"number\">53</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">17</td>\n",
              "        <td class=\"number\">38</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:71%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">18</td>\n",
              "        <td class=\"number\">29</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:55%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">19</td>\n",
              "        <td class=\"number\">24</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:45%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">20</td>\n",
              "        <td class=\"number\">21</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:40%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "        </div>\n",
              "    </div>\n",
              "</div>\n",
              "</div><div class=\"row variablerow\">\n",
              "    <div class=\"col-md-3 namecol\">\n",
              "        <p class=\"h4 pp-anchor\" id=\"pp_var_HHW_6 digit code\">HHW_6 digit code<br/>\n",
              "            <small>Numeric</small>\n",
              "        </p>\n",
              "    </div><div class=\"col-md-6\">\n",
              "    <div class=\"row\">\n",
              "        <div class=\"col-sm-6\">\n",
              "            <table class=\"stats \">\n",
              "                <tr>\n",
              "                    <th>Distinct count</th>\n",
              "                    <td>983</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Unique (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Missing (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Missing (n)</th>\n",
              "                    <td>0</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Infinite (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Infinite (n)</th>\n",
              "                    <td>0</td>\n",
              "                </tr>\n",
              "            </table>\n",
              "\n",
              "        </div>\n",
              "        <div class=\"col-sm-6\">\n",
              "            <table class=\"stats \">\n",
              "\n",
              "                <tr>\n",
              "                    <th>Mean</th>\n",
              "                    <td>98.251</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Minimum</th>\n",
              "                    <td>1</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Maximum</th>\n",
              "                    <td>1664</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Zeros (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "            </table>\n",
              "        </div>\n",
              "    </div>\n",
              "</div>\n",
              "<div class=\"col-md-3 collapse in\" id=\"minihistogram5942465272307254868\">\n",
              "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAABEklEQVR4nO3XwQnCQABFQRVLShHpyXN6soj0tN5FHkaUBJm5L/zLY3fPY4xxAl667D0Ajuy694Bn0%2B2%2B%2Bcy6zD9YAm4QSAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoFw3XvAN0y3%2B%2BYz6zL/YAn/xg0CQSAQBAJBIBD%2B4pP%2BCR973nEeY4y9R8BReWJBEAgEgUAQCASBQBAIBIFAEAgEgUAQCASBQBAIBIFAEAgEgUAQCASBQBAIBIFAEAgEgUAQCASBQBAIBIFAeABWYxGTQyYGSgAAAABJRU5ErkJggg%3D%3D\">\n",
              "\n",
              "</div>\n",
              "<div class=\"col-md-12 text-right\">\n",
              "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives5942465272307254868,#minihistogram5942465272307254868\"\n",
              "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
              "        Toggle details\n",
              "    </a>\n",
              "</div>\n",
              "<div class=\"row collapse col-md-12\" id=\"descriptives5942465272307254868\">\n",
              "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
              "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles5942465272307254868\"\n",
              "                                                  aria-controls=\"quantiles5942465272307254868\" role=\"tab\"\n",
              "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#histogram5942465272307254868\" aria-controls=\"histogram5942465272307254868\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#common5942465272307254868\" aria-controls=\"common5942465272307254868\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#extreme5942465272307254868\" aria-controls=\"extreme5942465272307254868\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
              "\n",
              "    </ul>\n",
              "\n",
              "    <div class=\"tab-content\">\n",
              "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles5942465272307254868\">\n",
              "            <div class=\"col-md-4 col-md-offset-1\">\n",
              "                <p class=\"h4\">Quantile statistics</p>\n",
              "                <table class=\"stats indent\">\n",
              "                    <tr>\n",
              "                        <th>Minimum</th>\n",
              "                        <td>1</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>5-th percentile</th>\n",
              "                        <td>22</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Q1</th>\n",
              "                        <td>53</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Median</th>\n",
              "                        <td>77</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Q3</th>\n",
              "                        <td>119</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>95-th percentile</th>\n",
              "                        <td>248</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Maximum</th>\n",
              "                        <td>1664</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Range</th>\n",
              "                        <td>1663</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Interquartile range</th>\n",
              "                        <td>66</td>\n",
              "                    </tr>\n",
              "                </table>\n",
              "            </div>\n",
              "            <div class=\"col-md-4 col-md-offset-2\">\n",
              "                <p class=\"h4\">Descriptive statistics</p>\n",
              "                <table class=\"stats indent\">\n",
              "                    <tr>\n",
              "                        <th>Standard deviation</th>\n",
              "                        <td>76.632</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Coef of variation</th>\n",
              "                        <td>0.77996</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Kurtosis</th>\n",
              "                        <td>12.211</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Mean</th>\n",
              "                        <td>98.251</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>MAD</th>\n",
              "                        <td>52.122</td>\n",
              "                    </tr>\n",
              "                    <tr class=\"\">\n",
              "                        <th>Skewness</th>\n",
              "                        <td>2.6286</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Sum</th>\n",
              "                        <td>298631655</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Variance</th>\n",
              "                        <td>5872.5</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Memory size</th>\n",
              "                        <td>23.2 MiB</td>\n",
              "                    </tr>\n",
              "                </table>\n",
              "            </div>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram5942465272307254868\">\n",
              "            <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAlgAAAGQCAYAAAByNR6YAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nOzdd3hUVf748fedkpkkM5OC9N5ECbCIFCkWwIKNZRUVVIqiolIURVFRv7I2WAV3EQugIoir/HBd6SBYcQUUC11URFGKtPRkMu3%2B/phkkkkmyUymTz6v5/GR3HrOuWU%2B99xzz1FUVVURQgghhBAho4l2AoQQQgghEo0EWEIIIYQQISYBlhBCCCFEiEmAJYQQQggRYhJgCSGEEEKEmARYQgghhBAhJgGWEEIIIUSISYAlhBBCCBFiEmAJIYQQQoSYBFhCCCGEECEmAZYQQgghRIhJgCWEEEIIEWISYAkhhBBChJgEWEIIIYQQISYBlhBCCCFEiEmAJYQQQggRYhJgCSGEEEKEmARYQgghhBAhJgGWEEIIIUSISYAlhBBCCBFiEmAJIYQQQoSYBFhCCCGEECEmAZYQQgghRIhJgCWEEEIIEWISYAkhhBBChJgEWBG2efNm%2BvXrx5QpUwJe9%2BTJk4wbN45OnTpRUlLiNe/w4cPccccd9OnTh4EDB/Lcc8/hcrlClWwhhBBCBEACrAhauHAhTz31FK1btw543f379zN8%2BHDS09N9zp80aRKNGzdm06ZNLFq0iE2bNrF48eJgkyyEEEKIOpAAK4IMBgPvvfdetQHW2rVr%2Betf/0r37t0ZPHgwy5Yt88w7ffo0c%2BbM4frrr6%2By3q5du/jhhx%2BYOnUqZrOZNm3aMHbsWK/1hRBCCBE5umgnoD4ZPXp0tfN27drF9OnTefHFF%2Bnbty/fffcdt99%2BOx07dqRHjx707dsXgG3btlVZd8%2BePTRv3py0tDTPtKysLA4ePEhBQQEmkyn0mRFCCCFEtaQGK0a8//77XHTRRQwYMACtVkvPnj25/PLLWbFiRa3r5uTkYLFYvKaVBVvZ2dlhSa8QQgghqic1WDHi0KFDbNmyha5du3qmqarKgAED/FpfVdVwJU0IIYQQAZIAK0YYjUZGjhzJY489FvC6mZmZ5OTkeE3LyclBURQyMzNDlUQhhBBC%2BEleEcaIVq1asX//fq9px44dw%2Bl01rpuly5dOHr0KKdPn/ZM27VrFx06dCA1NTXkaRVCCCFEzSTAihHDhw/n22%2B/5T//%2BQ82m419%2B/Zx3XXXsWHDhlrX7dy5M127dmX27NkUFBRw4MABFi1axMiRIyOQciGEEEJUpqjSeCdiytpXORwOAHQ69xvaXbt2AbBu3Trmzp3L4cOHadSoETfffDNjx44F4NFHH2XFihWoqordbicpKQmAJ598kmHDhnHs2DEee%2BwxvvrqK0wmEyNGjGDixIkoihLhXAohhBBCAiwhhBBCiBCTV4RCCCGEECEmAZYQQgghRIhJgCWEEEIIEWLSD1aEqKrK6dOFuFyJ1%2BRNo1HIzEyV/MWxRM%2Bj5C%2B%2BJXr%2BIPHzGM38NWxojuj%2BykgNVoQoioJGk5hf9Gk0iuQvziV6HiV/8S3R8weJn8dEz58vEmAJIYQQQoSYBFhCCCGEECEmAZYQQgghRIhJgCWEEEIIEWISYAkhhBBChJgEWEIIIYQQISYBlhBCCCFEiNWbAGvz5s3069ePKVOm1Licy%2BXihRdeYPDgwfTq1Ytx48bx%2B%2B%2B/RyiVQgghhEgE9SLAWrhwIU899RStW7euddm3336bVatWsWDBAj755BPatGnDhAkTUNXE61lXCCGEEOFRLwIsg8HAe%2B%2B951eAtWzZMsaOHUv79u0xmUxMmTKFAwcOsGPHjgikVAghhBCJoF4EWKNHj8Zsrn0sIqvVys8//0znzp0900wmE61bt2bXrl3hTKIQQgghEogM9lxBbm4uqqqSlpbmNT0tLY3s7Gy/t3P8%2BHFOnDjhNa1hw4YYjdEZcDLctFqN1/8TTY35U10YdryBYivC2msSKFEcZ6s0LdiLKek5MaC0RPQYOkowfvsqruRMbF1HhX9/BJc/pfA4xm9fwd7qQhytLwpxykIjUa9BpeAYxm/n42w3GDIui2j%2B9D%2BuQHd8N8V9poA%2BJez7i5VjqPvtU/S/fYa150TUlAa%2BF1JVkvb9PzQ5v2LtMwW0SbVuN%2BT5U10YdixCsRdhre5%2B53Ji%2BG4%2BXPxAaPYZIAmwfAi2vdWyZcuYN2%2Be17SJEycyadKkoLYb6yyW5GgnIax85m/lJPh2CQDJXS6F5udGOFUVrJgA3y0FICXrUmjeI%2BBNhP0Yqiq8eR389j8AUrv/FSxNw7vPCgLOX0k%2BzD0XVCfGn9fAfXvCk7AQSahr0JoL/yo9h3/9ELpeFrn8fbsE1rnv18bW3aHb9ZHZL1E%2Bhj9%2BCB/cCICxQVMYUM1HYZvnwEczAEju0A86DfF7FyHL36p74Js33WnIuqTqvVdVYe1U%2BPo1CbBiQXp6OhqNhpycHK/pOTk5NGhQTSTvww033MCgQYO8pjVs2JC8vGKcTldI0hpLtFoNFktyvctf0s4lpJYGVwD5J/7EkVIYjSRi2LGIlNLgCiD/ZGBpidQxNP7vWZJLgyuA3BN/4nJawra/MnXKn9OOadVY9KrT/XfeH2RnR%2Bf41ibhrkGnDdOKUejL/s4%2BCBCR/Ol%2B%2BxTTysmU1YcUnTpGSQSOe7SPofbPnZj/M8aTb%2BvJ3yn2kW/9z2sxlQZXAIWn/sTmR/mEMn9JO5eQWhpcge97r2H7S6R8/VpQ%2BwmWBFgVGAwGOnbsyJ49e%2BjduzcAeXl5HDp0iG7duvm9nUaNGtGoUaMq07OzC3E4EuDmVw2n01Vv8pf082pSPnnYe75LjUr%2Bkw6sIfnTR73T4qxbWsJ5DI073yB5%2B4uV9qfijGCZ%2BZ0/1YV50xT0v33imeTSm2L%2B/E6Ia1B1Yf5wMvrfN3smuYwZaAh//nTHvsW0ehwK5W8xnKoS0TKNxjHU5P5K2oqbUexFnmkujbFKOvR//I/UdXd7TQv0vhds/pJ%2BWUfKp4/UmAbD/v%2BQ8r%2BnAXBkdIhaoJNYL%2Bzr4M8//2TIkCGevq5GjhzJkiVLOHDgAAUFBTz//POcffbZdO3aNcopDZKqov/jf2hP/RCR3WlzfkF/6FN3NW2c0uT%2BCo7iKtN1x77Bsuker5twtOiPbMWycXJMpKUmST%2BvxrT5/6KdDL%2Blbv0Hxh/f954YzfZ19Ujql09j/HllxPerzfmFtDVjURzFqJr6U/egFJ0kbdXNaIpPolL9Oa49uRfLuttQXLYIps6b7shXWD6ciKJWH6DpD32G%2BeP7AXCmNCb3qqXVLhtu9SLA6tq1K127dmXFihWsX7/e8zeA3W7n4MGD2Gzuk2bEiBH87W9/Y9SoUfTv359jx45VaU8Vj1K2PUf6ihtIf/9vYK8aNISS/shWMt%2B%2BgPRVN6M/sjWs%2BwqX5O8X0mDpANL/O7zKvNSts1CcJago5A3%2BZxRS56bNPoBl7Th3WnQp5A2aE7W01MhRjPmTB1FQcSU3IP%2BCp6OdohoZdy0m5Vv3NW9v2I2iHnfXsoYIFU3BUZK/XwCA/YwsirqPj8h%2BleJTWFaPRmM97b6uL4n/e75f7EWkrRmDLvdXAAoHPIEruWGVxTQFR0lbMwaNLR9VoyPv0pcinFDQZv9M2tpbSu93RvIGza66zMm9WNaPR3E5cCWZyb36LVyWFhFPa5l6EabX1MVCixYt2L9/v%2BdvRVGYPHkykydPjkTSIsLw439J/WYuABpbPhprNi59eBpSanN%2BIW3FiPK/c3/D3rxvWPYVLkk/r8b0P3cbA/3xqv2faQr/BMDW7jIcjfx/dRxKijWbtNWj0ZTkoipa8oa8itPUPCppqY2m6BQaWx4ARedOwplWe3900ZL0ywZMmx8DwGlpTe5Vi0ne83aUU1V/KNZsT21sUa8p6E5EoHscRzFpa8Z6goyCC57E1u7y8O832lxOLB9O8Nzjis65i%2BK/jCPlm0rBpa2QtNWj0RYcBSB/4HPYWl4Q0aQqhcdJWzWq9H6nIe%2By%2BTgtLb2W0eQfcS9jL0DV6Mm7/DWcZ3SuZouRUS9qsOoz/ZFtmD%2B6PyL7Ukpysay5BcXl8ExTlfg6xcpe/9WotNGzK7VxBFLkg9OGZd3taPN%2BA6DggqewtR5Uy0qxwWluWftCUaI7vgPLxgkoqguXIZ3cq99CTan6NC8iQzWE/%2BMHVBXzx1PR//kdAEXdx2PtOjb8%2B40BqVuewfDrRgCsHf9KYd%2BHqy6kurBsmozu1D4ACnvfT8lZ10UwlYCzhLT1t6PNdzfjKbjgGWxtBnstotgLSVszFm2R%2B%2BE3f9Dz2Fv0j2w6fYivXz8REE3hMSzrbo/MO3Ong9R1d6HLORD%2BfYWJUnSCtLW3oThLPNNURVt1OZezdF4UKoBVFdPnj5JU%2Buq16C%2B3Ye0Smb6kosJeDDW0twgVpfg0lrW3ojisqFoDuVctxpneLuz7FaGjO/YtmvwjAa2T8s08jD%2BtAKCk3RAK%2B00PR9JijmHfMlK%2Bnw%2BAvWlv8gfPAR8Pw6lbZ2E4uAEA65nXUNTz3oimE1XF/OlD6I99A0BRj7uxdrm5ymLmTfeiO7UXgMI%2BD1DS6dqIJrM6EmAlKlshltVj0VhPA1B81g3h25eqwroH0f/2KeB%2BGoo7jmLS1t6KptjdQay9ae/qly37bN9H8BVuyd%2B9SvLefwNga3Uhhf0erWWN%2BKU//CUNFvck/b2h4f1YwmElbd04tKWvfvMHz8HRJIr9mYmApXz9TzL%2BM5T0/1wNFWrQa2L4YTmp22YB7vZeeRfP9RlkJBql8DjmTx8CwGluQe7lC0FrqLKcce%2B/SfnW3dbK3rgH%2BQP/EfEPPVK%2BmYvxh%2BUAlLS5hMI%2B03wup7G7u2iwdvwrRefGTvOexD%2Bb6qPSal39yd0AFPa8p0qVaigZdrwO218HwNa8HwXnPxm2fYWFqmL%2B6L7y1wQ97qakXQ0d55UFWJrIBlhJv6wndcszADgyziTv0pchQb920uQcJP2D69GU5KI//j1K8anw7EhVMX/yAPqjXwPuGsGSeHxAqMeSDn5I6lfPA6At/NOrq4Hq6I5ux/yJ%2B8famdqYvMtfj0hv7bFAl3MAxWUHoKD/Y6jJvvt41Fjdo5c4zS3Jvfw10BkjlkZwt4VN3fYcAI4GZ5N/yYu13nML%2Bz4SU1/7SoCVgLyqdTsOo6j31LDtK%2Bm3j0n%2B/AkAnBntyRuyALT6mleKMSlfzcb48yoAStpfSeF5D9W4fNkrwkjWYGlP7PF0x%2BBKbkDuVYtRDWm1rxiHlJJc0tbeGpF9pXwzD%2BOP/wWgpO1lFPZ7LCL7FaGhPbUP88bARsjQ5B8mrbS7AVWXQu5VdfvSTJvzi89uXGJehVfuvl6Dl9XiA%2B4v8a5agppatV/HcNKd2IXlI/frSGdKI/f9LslU63pqjAXJEmDFKMWWX6fXIoZ9yypU655D/qDnQxrRK7Z8z7%2B1p/Zh3nC3u08SYzoFQ5egGtNDtq%2BA1aW89r9P6nZ3Vwv2hl3d3S7U9pqgtAZLjVANlqbwGGlrxqA4ilA1SeRe/houS%2Bw2Fg%2BK045l/Z3osn8K%2B67cT8juV0SOBmeT58cTsogdmsI/SVs9xvN6yC/2Iixrb0VTfBKAvEvm1ulLs5Ttc91d0ay8MeB1o86rTWPN97q8S1/GmdkxvOmpRJN/BMvqsZ72kHlXvI7L1My/lWPsFW9spUYAYPhpBQ0WnYNl3W0BracUn8b8qftLEKe5BblXvBHSat3k716lwWtZpH7h7sLA/PFUzyexjHgbV3rbkO0rELo/vydzUQ/SVlwfUJClFB7H/LG7ds%2BZ2oS8KxdBbd1XOO2eqvNI1WCZPpmGtvAY4P46xtG0V0T2G3GqiumL/yPpD3cP3i59ath2pfvzO8/Xos6URuReubjevCJKCI5iLGvHoS1wN2q3Nffji7GybglOuseTLOwzDVtNTQGq4Q7M/wHgebUcVyoGWD4eKKydrkXV6Mg//0nsrQdGMGG42w6vvbX8a8DBL%2BBofI7/60uAJWqiP/QZlg8noDisntd8/tLmHvR8MVjY95GQfmJu2P8%2Bpi%2BfQlFdpOxYCIDu9I8AlJxzG7QZELJ9BUKT%2BxsZ712Ftug4SYe3oJTk1L5SKd3pHzzlVXDBU7hSm9S8gqpi%2BrT89aHLFJlBisv6qSlpN4SSTtdEZJ%2Bh5V/Qm7xjIcm73WM72loMoCBMHZJqsw%2BQtnqMu8NCrYG8K97AZfbzCVlEUDU17y4nlk33oD/%2BPQCF507CelbVDoG9qCqmLx7H0y3BmX%2Bj6NyJAafIr25cYpxS1oYUfAYk%2BYP/yalbd2LtdksEUwU47aStv6O87XDv%2BynpODSgTfj66juaJMCKIdqcX7B8GJpeoyt3whYM/ZFtnpoecL%2BXr0hNik5bIKUkl7Q1Y7wnBvKa0FV%2Bo3Fm1F4Nbvx6Lsk/LAPA1vICrJ1quamHSukTpyOzU2T2F07VvK5O%2BmUdpv/9HQBHenvyLnslPA34S/KwrBtXocfuuTgadw/9fkTYpG55BsOBtQCUtL/CrzamyTvfIHnXYgBszfrUqemEJvc30tbc4t2Niy48HTaHVYV7pM9%2BChUlMn2QVWL64gmSfv8McNeiFfWsQyAbQw3cQQKsmKFYc7CsHoOmJNczTfXx6WykaXJ/rdKXlis1MjU3NXLasawfjy775zpvwms8q9ouzN3vk7ylQnudIfMj15jf88QZWzePUNEd34mltKGyK/kMdwefxozQ78jlxLTubs85UzjgCWztrwz9fkTYJO1%2Bu7z/pibnknfxv2ptN6c/9CmppSMzONLbu78YDPDe6n6YG%2BsJzO2N4jgor6UGKxqMuxaTvLs0AG4xgPyBz9ctbTGSnzKxlZp6RH/oMzKXnEfKVvePtmnz4%2BhyDwLEzJAnSkkeaWtu8dxUnClR6rnch9T//Z2kP74Aqtao%2Ba1CgFVT1bL2xG744C6gvL2OWtd91kXZE2cCNsDWFB337uDzitdxWVqFZ2cbH0f/28cAFJ89guJukflSUYTIb1tI%2BaSsjWlLci9/HWqpQdJmH8BS%2BiGOy5BG3pWLAv4QR3E5MX840fPhRWH/x2ruxiXWeT1YRv%2Beov/jf5g2Pw6AI60teZe9WveH1xjIT0USYEWB9vSPpK%2B6CW3%2BH6R%2B8yIA%2BmPbAXc7m%2BKuY2paPTJcTswbvW8qtjYXRzlRbsa9/yZl1yKgtK3O%2BX%2Bv24a8bjS%2BLwVFdWJaORY8X7REob2Op2PTxLtcLetur9CAf3bYOvhM2v1v2FI6gHPT3hRc%2BEzMvU4Q1dNYs2HZze5BfPWp7s/2U86ocR3FmoNlzVg0trzS8ToX1Kl3/tStszAc%2BgQoDcz/cnud8hAzAqm5DzNN7m9YNtyJojpxJVnqFAB7ibF7ZGylJtE5rJg%2Bvp/Md6ofNy7atVf6378g7f1rSf9gOIaKT/sxclPRH96C6bNHAHBaWgXXVserqrz6Jx9N6ZdKRYOfi0p7nbJXmbHWgDMUyl6JF/W4m5Izh4VlH/ojW8trPiwtyR2yALRJYdmXCKOik6go5F88F2fmmTUv63Jg%2BXCC561Awfl/r/PYdIrD3XGpvUlPCi58OupBSdD8eLCMBMWW7x49w5rtPq6XzsOZ0SHIjcZWSJOY3UDHosVXYzl9CG3piO1lXIYo9htVgWH/f0j5Zl6V/oecKY2CetrXnd5Pib249u4P/KDJ/RXL%2BjtKn2JN5F6xKLi2OjU9yVVuLN//XmxnDwdH%2BMfFq6IsnWG6sWtP7YfM1kD4ukWoSUmbS2rt3LWuNPmHsay7w91zdZKJgqtrr/kQgdFm/4wrtXGdXptrCo%2BBqlb/RW6lcSiL%2Bz2Erd1ltW43dcuzngbTxVmjsAb5VsBpal7tkDLxRvGzaUTIuJzuwaKbdPGaZt44Cd3p/QAU9ns06AHrfTbYj7LYS1GiOvh5leAqVijFp7Bsusdn546Opj2DetpP%2BX4%2BaWtGB5M8j9Rtz3n6oMq/9CWcDYL7qk6p4UlOqdBDs63tJTD48aD2FRRPgBX6m2HKV3PIfHcwphXRGTBa1RrcQ2CE4%2BZod/eVVNaGkGtfw3XGWaHfTz1m3PkGmf%2B%2BiPT/DAu4o1/d0a/JfKs/mUsHoBS5O/6svA3FVlD%2BR9frKelZe9cKhh/f9zSEtzXrU/cmBBXkXrkopN3eRJMm/3D5H%2BEOSpx20lbdTMb/G4Jx2wueySlfPY/h100AWM%2B6nuLudwS/LwmwRCzS5v9Rw9yaak38u6EmHd4SUHqqoy04CoCtaZ/QjK1Yw5NcSZtLUHVGbM3Oo3DIS9FtYB6mNlhJB9aS%2BvUcALQn94Z02968zxNH43NwJZ%2BBI70dp2/8zK8hMAJmK8T8yVRPnzrWvg9Cp8tDv596TP/7F5hKOx1210T4H2BpCo6Qtu4OFGcJirPEPexMZYqCrcNVqFoD9jaDYeiLftXimj93D4DuNDUj77I6fu2r0VLSaqB7qJgrF9ept/dYpPvze8%2B4jY70dqjGzLDuz/0xkrvj4LJ7jP7HlZ62x/bGPci/6NmQ1M7bm/QMehuhJq8IE5b/J6zuxO4gd1V5X0FeLKpa4wWnpvgenDTw/VT/ubKzYRYnx%2B0CrQGdPrqXiaemLYQBlvbUD1g23Ruy7QVCNaRxaux2d4Ab6rZQLifmTZMx/rTCM8na/iqsvSYThz0WxSxN3iEsH97l3WmlvxzFWNbd7jXmXXXszfpw8rbd6AwpZOiNgH/D4qg6I3lXvB7U6%2BC8q5aAwxqS5g2xQCk6gWXdbe4OdnVG8i59JaztyQz7lnk%2BRvI4upPUjVOAskG2Q/faNX/wC7UvFGFSg1XP6U7swvTF/4V0m2qSiZI2l3r%2Bdvk7KLHLiemj%2B8lc3DPMNSpl%2B3OU/9tX8KJLjn61s1ctW4jSoqpYNk70NN6NrNIbukYXlobmqVue8QquHA3OJn/wnPhvmBxL7EWkrR1XPmRUIFQV86cPeUYn8IsuufbjV6mtVv7A53E07Bp4%2BipSlIQJrnDaSFs/vsIXu3NwNswK2%2B50x77xDNtWRlN0At4ZgeIodn%2BRfflruFLr3vWP09wClyENVWsgZ%2Bi/Y3J8VgmwYkUdBioOllJY3gdRqOVd%2BQaFAfbEm7p1Jsk/LENb%2BCeGn1eHPE1eVBXjTyvd/0RBjdGvypIOflj%2BR4jGlVRseehO/QDEzkcWoWDc%2B66n7U2Z3CvekDEGQ0l1YfnoXnejZcDhxwgIFSV/Px/j/v/Uad0a6cqPcVH38WH7IjUuqSqmzx5Bf/QroPSL3QCHoAmEpuCIp3NqVZfs%2BTJed3Q75Lnbf%2BUPnBXYGIO%2B6FM4fdNmTt/0OfaWFwSb7LCQAKu%2BclhJW3ebp11TWARQ42L44T1SvnulwpTwBpwp2//l%2BcqopNM1MfkjrD21D3PpuGcuY6ZXrWAwKgbUrgRpuKs78hWmz8qfmO1NepJ9/bqYfKqNZylfzfEMU2Pt%2BFeKu/j/cUTSrx%2BR%2BqV7fElHZif318khUtJ6ECXtr6Dw3MkU9psesu0mguSdr5O8710ASloNpLDPtPDtrPTDEm3RcQDyBr%2BA09LCaxHruXdTEqJhxtTkTFzm2OiY2xcJsGJNRF5lqJg/eRD9n98CUNRjAo6MWvqVCSPd0a8xf/Kg90RN%2BIahMfy00tPQ096wK/kXzgzbvupKKTpB2ppb0dgLUTV68i5fGLLuBZTiU55/qyGqFYsmTe5vpK2/HcVlx6VP5fSIjeRc%2B0Hwr4iEF8OPH5C6/Z8A2Bv9xT2en5/tLbUn92L%2BcAIKKi5jhvurvFB%2B3JCUSt6QBRSd92D0X%2BvHkKRfPyK1bIzPjI7kXxrGD3ZKazf1J3YBUNjrPmwdrkKb82v5MmcOobjfw77XT0ByJtZDqV89j/HH94GyPojC%2BERTC23OL%2B4BVEurk8NNd%2BQrzKWNu50pjci74vXYa2dhLyZtzVi0%2Bb8DUHDhM9ib9QnNtl0Oz5df4B77L54p1mzSVo9CU3zK3VnhJS/ibHB2tJOVcPRHtmL%2B6D6gtHHyFbUPU1NGU3iMtNWj0dgLUDU68oYsCN9wSMJDd2IXlg13eYYJyr3ijbAO4pz65dMYDqwB3B%2BWFPVy32ftzc8DwJVkgWsWJuSQX9WRACuR%2BNmOy/jDcgDsDbuRd8m8Gp/41DAPMJzyzYtoSnJQFQ15l71SS4P44F8bpm6bVRrMpZB35Zu4TBEe9sYPxp9WeBoBF/WYgLXzyJBtO%2BnQZyQd/h/g7qE/Gj3Th5Jxz9voSj/xLxzwf9jahuY1qvCWutV93bj0qeRduRhXahO/103%2BfmF54%2BqBz2Nv3rfaZZUwNw2oT1K%2BmoPiKELVJLmH%2BEpvG7Z9aQqOeg3CnX/xC57flcL%2Bj5N/4bPkjf0fGMMX4MUiCbDqsaLe90NSdHrvLlPWwaC9eb8Axjqse9CnKX09Zj1zGI5G3eq8nXBSit1lomqSQl67WPH1oLutSnx/XVd2PJ2mphT/5bYopyZxlV2nJWdeg6Nhl1qW9lZ2jBwNOlNyViBtb%2BL73Iw2Tel9pKTdZaGrAa%2BGUuGL0sI%2BD3rVbrpSG2PtMgo1OUTd68QRCbASlR9tuYL%2B7D%2BUXz5Gepy9eBjXT1HC254kUmUQiS9k4%2BF4JgJN3c9HtR69GoopkW6TJm3gPKQkRNCkUl8IIYTwJgFWzJAwRdQD0uGnEKKekAAr5sgPkBBCCBHvJMASQgghhAgxCbBE/RKFIYmEiH/BXDdyzUVFJO91cl/1SQIsUbMwt5kJqN8buYhDINHKMNHyU9/J8RSJQwKshBLgzSmWGhwHkJSQdH4aS3mvTrjTGA9l4LdEykssC6acA1s33J0c1x8RLseEuq8ERwKshCUnuYgVUishhKh/JMASwZMnFiGEEMKLBFixQtoXiXpBgnEhRP0gAVbMkR8gIYQQIt5JgCXqGakpFCJQSjA17FI7HyWRK/eAvgavRyTAElEmF2ZlQf2YRXHbUZFo%2BRFCJAwJsOo1f15HRuqVpT/7CeWPaTy8ig13GuOhDPwkH1pERFBdJ/hzjCRgDn2o2lMAACAASURBVL2IXxtyLZaRACuR1Jebk/yYCpH45DoXcU4CLCGEEEKIEJMAK2aEuPYpEk9/nhozedIUNagvNatCCFGBBFhCCCGEECEmAVaskXYH4SW1KUJEmFxziU%2BOsS8SYInokuvSh3AWSqIVeKLlRwiRKCTAqs9iqLYsqM%2B/6yJ2sl6D8CYy4mUu4l8M3TOEvyJ7zOS%2BUk4CLBE/pFG9qJacE4lBaiRF4pAAK4GEZbgCeWIVQgghAlZvAqzDhw9zxx130KdPHwYOHMhzzz2Hy%2BWqspzL5WLu3LkMGjSIc845h6uvvpq1a9dGIcVCCFGfycOdiG%2B6aCcgUiZNmkRWVhabNm3i1KlTjB8/njPOOINbbrnFa7l33nmH5cuXs3jxYlq3bs3nn3/OxIkTadeuHWeddVYYUxjq2qdI3JxK0yy1XKIGMhCsEKI%2Bqhc1WLt27eKHH35g6tSpmM1m2rRpw9ixY1m2bFmVZffs2cO5555Lu3bt0Gq1DBw4kPT0dPbv3x%2BFlAshhBAiHtWLGqw9e/bQvHlz0tLSPNOysrI4ePAgBQUFmEwmz/SLLrqIJ554gn379tG%2BfXs2b95McXExvXv39nt/x48f58SJE17TsqpbWFHQ6TSe%2BiaNRgFNeY2QTud/DKzVair8WwGdxuc8zzSNglq6THWVUBqlPA2a0nQpine6NKUrV96HxpMPpdp8lO1Xo3gvo9FUXUcpXVijocqyZXS68jz53F%2BFbflbtmX58lWGmoplrql53/7y5EcJ7PhrdN7H31daNJXOLc8x9awX%2BmeuimWk0Wr8zpNG653WGvNTS1nVdAxrTUeFMgrkeERSMPnzj7sWsvJ1qa10jFCq7r/sGq98zVVct%2Bx%2BVd09LPz5C4y2jvfoGrcZ4jyW1RwrPu6lQW%2B78m%2BLpuqxrCzWjmEk1IsAKycnB4vF4jWtLNjKzs72CrAuvfRS9u3bx7BhwwBITk5m1qxZNG3a1O/9LVu2jHnz5nlN2z/S97IaBTIyUt1RA2A06iE5CXDf0DMyUv3eL3lGzz8tlmSouG6qocriZnOFZao56ZOSdCSVLWNwny5arcYrXUajvnyfFRnd%2BfDk0ZfSC1GfpHMvU3qdJicnkVx5ndJlk/QV0gSQWp7v9LRUSK2hzEpv6kZjEsZAyhYf%2BQOwl08zm43eZV5XpeWpKJrAjn/FtJiqSUtKkuefGRmp5edaabn7zGOwXCnl6TIn%2B19GXsc1BUw%2B1ksqPSc1il9lVaf8ecrIv31EU1iOH3h%2BQI2GStdNcvl9JSO9/D7mpfQY6SrdNyguT6ul7LwoMladVkHY8heo5LJrNPTnRMjyWHpPNyTpMYT6vC0q8fwzNcUAloq/PSk1XuMxcwwjoF4EWACqnz14f/DBB3zwwQcsX76cTp06sWXLFu6//36aNm1Kt27d/NrGDTfcwKBBg7wnLu/nc1mXCrnZhaS5XGgAq9WOS7GRgvuZMSe70K99AujyrZhL/52XV4zTWL6uvrAEU6Xl8wusOEq3b3G60PrYps3moLB0mZQSBwbA6XSRl11IOu54yGq1Yyzbp7P8wwGj1UZyhTz6YnI40QN2u5OC7ELSVPd76%2BJiG9ZK65gdLnSAzV6eJnferJ685eQWotqMVMfiVNEC1hI7xX6WrVarwWJJrpI/AE1eMWX1ovn55eUZjLJyU1U1oOPvlZYC32lJKiqh7NaXnVOEsbhsX%2B5j6SuPwdLkFtWaLl%2B8j2sRqr3qeskl7nPP6YK8GrZb0zGsTXkZBXY8IimY/PnD4vJ93RiKSygLn7NzCn3WYKXY3PcNh1Mlv8K62vxiyh578/KLcWYXos23VpkWifwFylhsD/k5Eeo8mp3u%2B2WJzUFRiM9bxVpEeum/C4tKcOb5Pm4VRfMYRuvBqF4EWJmZmeTk5HhNy8nJQVEUMjMzvaYvXbqUG264wRNMXXTRRZx33nmsXLnS7wCrUaNGNGrUyHvi8moWVlUcDpenGbDLpeJylQeDDof/J6JS4aR1OlWvdTU%2BTuiKy1QXf7rU8jSUpUtVvdPlKl3Z6XR5T/fkQ602H2X7dalqlXUrr1MWJLtUxWue1qu8VNQaykwtLWnVx/ZrUzl/ANqKZV6HbfriKWcCO/5aR/XHv4yu0rlVcV8KvvMYrIpl5Apg%2B1qnd1p9HVfPOab6V/Z1yV9dj0c0hOP4VVT5utRVOka%2Bvq1RPfeNSseowrqe89XhrDqtgnDnz1/OOt6j/dp2iPKoei6N0NyXKlK87jUur4CpuntPxeVj4RhGQr14GdqlSxeOHj3K6dOnPdN27dpFhw4dSK30OsnlcuF0Or2m2Wy2iKQzeIn%2BtVai508IIUSiqBcBVufOnenatSuzZ8%2BmoKCAAwcOsGjRIkaOdDeMGjJkCNu3bwdg0KBBvPfee/zwww84HA6%2B%2BOILtmzZwuDBg6OZBSGEqF%2Bk%2BxcR5%2BrFK0KAuXPn8thjj9G/f39MJhMjRozgxhtvBODgwYMUFRUBMH78eBwOBxMmTOD06dM0b96cp556ir59%2B4Y3gX62EfN7c9JJnxBCCBE19SbAatKkCQsXLvQ5r2IfV3q9nnvvvZd77703UknzFldPbfE3NqAS4kBWiHohqOtGrrnoiGS5yzH2pV68IhTViYHAKEoDOMd0DV84y8TrhzKGy8BP0kt8hMXVA6Bwi/Qxk3OkjARYQoi4p8oPf%2ByTYyTqmXrzilAIEX0xXXMoRA2GD7%2BaEyeOo9VqweUgSWlEpwwXY3t/wznnnMvrr89n27YtLFjwJgATJ97Brl073MsDZrOZrl27M2LETXTp4l%2BXPyK%2BSQ2WEEII4YcpUx7g44%2B/ZMvs0Xwx7DiDW9p54IF7OHz4D5/LjxhxMx9//CUbN27m5Zdfp1Ons5g8%2BS7Wr18T4ZSLaJAarEQSlgbcMVTjIA3UhUhw8XONJ%2Bvg1s42/v1nQ7Zt21LjslqtlubNWzBq1C2YzWZeeOEf9O9/AWazucb1RHyTAEsIIURU5dtUDhzNQ3vaidnV3j3tpBOnmge4h1kx59vIz7eGbJiVNpkpmAzB/wQ6nS40vsZgrMZVVw3j5Zdf5KuvtjJ48CVB71/ELgmwYkb8PLkJIeqb8N2f8tRkrlxZQr79%2B9IpT7r/t8EKfF/dakEzG3SsvL13nYOsQrvCO/uTyMnJpm/f/qxevcKv9XQ6Hc2bN%2Bfo0cN12q/fIlnjL28XfJIAK%2BaE6JWcP1/shOqrnqC2o4ZgG3UQ0180hbNMKtwII1UEYb35yo09smL5ugm/F154jrlz54DLgVFpyNmZLv75z5dp3LhJQNtxOp1oNNowpbISubdGjQRYou7kqUUIESSLUsyaoQYOGM5Ge/pHzB/fD0D%2BwOdwNjgLKH1FaDZG/RXhlCkPMGzYcJK/mYdp60xUXTIns7oEtI2ioiL%2B%2BON3WrduE9B6Iv5IgCWESADy1Bz7qj9G5iSFLk0t6DRaMjQHAMg%2BQ4ujiQUAnU5DRkYq2dmFOByhCbCiZenSN0lNNdGzZ69oJ0WEmQRYQgghRJjl5uawcuV/effdt5kx42kMBmO0kyTCTAIsEYektiJuSfsMUY%2B8%2B%2B5Sli9/B4CkpCS6dv0Lc%2Be%2BIh2N1hMSYCWUMLSJiqkfRGnzJURCi%2BF2ne%2B9t6rG%2BePGjWfcuPGev%2BfNWxDuJIkYJz25x4rYva8kGCloIQIWTOBT53Vj6eEuHkXyXif3VV8kwBIxQkZ8ryrcaYyHMhCxRc6Z%2BCPHLFokwIo1MfVKzl9BpDmGXwlETTjLJNGKO9HyI4RIGBJgiSDIr5vwRwTOk7h8MKln5BiJekYCLCGEEEKIEJMAS8QfeRIWQggR4yTAEkJEkATHQoj6QQKsRCINxmsnZSREHQRz3QSyrlyfoaJE8l4n91WfJMCKGVE4Qf161RapGgcZ8b2KcKcxHspAxJZInjNyfoaEKl3gRI0EWDGnvp2c8uRTVTjLJNHKO9HyI4RIFDJUTqKSpz9Rr8j5Hvvi%2BxgNH341OTnZrFz5IcmV5i1b9jYvvvgCjzzyfwA888wMkpKSqmyjWbMWLF36/zh69AjXXTcUvV6PUnqvNpnM9OrVk/HjJ9GoURMAHA4Hixe/zqZNGzhx4jiKonDWWZ257bY7%2BctfzgHg9dfns23bFhYseBOAiRPvYNeuHWhxgtoYS8oWunwyjREjbpIxECNMAiwRAvF94xRhJu0zRIJITk5h8%2BZPGXaG9/SNGzeQnp7h%2BTszswErV26odXtvvvkOrVu3ASAvL4eXXnqBqVPvYdGif6PVannxxTns3Pk9Tz31D9q0aUtJiZXly99lypSJLF36/2jWrLnP7Y4YcTOPZKxCObGXA02Gstp6FpMn38WDDz7CkCFX1jn/IjASYIm6kx9OIUQ90rdvfzZsWMewmzp5pv3xx%2B/k5ubQpk3boLadmZnJtGnTuOCCCzh06Dfatm3H119v48orh9K%2BfQcAUlJSGTNmHE2bNvNZQ1aZVgMtM5MZNfgWzGYzL7zwD/r3vwCz2RxUWoV/JMAScUhqzIRIKPZCdMe%2BRXt6v2eS9tR%2Bz0OcVqeBwmS0%2BcXgcIVkl86MDqgGS0Dr9O9/AU8%2B%2BRinrm6FqXTaxo3rueiiwezbtyf4NDmdAGi17ubRrVq1Zt261fTufR4dO5YHdZdeennA277qqmG8/PKLfPXVVgYPviTotIraSYAl6hmpdRMicEFcN37UdKdtuBONvdBrmuWTqVWWCywcqpnLkMbpUVsCCrLMZjO9e/flw%2B8OcrvBPW3Tpg088cTTXgHW6dOnGDSoX5X177xzItdff6PPbZ86dYqXXnqBTp3OokWLVgDce%2B%2BDPPHEI9xyy000adKUv/ylO%2Bed158LLxzkRw2Wd7nrdDqaN2/O0aOH/c6v/%2BS%2B6osEWPVaDNUE%2BdMoP6SvJGMo71EThTKQjy9EnBsy5ErefnUmt/eHvac1KIrGq3YJ/G%2BDNXbsSE8jd4vFwnnnncdzz/0TjcZdg9WkSRNeffUNDh78he3bv%2BL7779h1qyneO21V5k3bwENGzaqPcEVLjmn04lGo/U/s3Uh17iHBFgxIqKdwgUi7BdLjOY7msJ6LiRYecfqdSMCknvZq2BIQ3v6ByyfPAhA3sDZODM7Au5XhBZzMnn5xTij%2BIoQ3O2wZj2dz6/5WlYfTOLSS4fUOQ0VG7nrdBoyMlLJzi7EUSmPbdu2o23bdlx33QhOnTrJ7bePYfnyd7j77nv83ldRURF//PG7Z38i/CTAijkS/Qsh6hl9Ko4mPaj4AOBs0AlH4%2B7uP3QayEjF6SP4iDS9Xs8l3duw4dBJNvym558z6h5g1eT48T9ZsmQRd989iZSUVM/0Bg3OoEOHMykutga0vaVL3yQ11UTPnr1CnVRRDeloVAgR/%2BS1ROxLoGN0Ve/2LDuQTOMUF02bNgvLPjIyMtm%2BfRt///tjHDr0Ky6XC6vVysaN6/nmm68YMOACv7aTU2TnrbcW8e67b/Pgg49gMBjDkl5RldRgJSwZ0kIIIcKha5tG6DVwdVu7z/nVNXIHeOut/%2BdpY1UTvV7Piy/O5403FjBlykRycrLRaLR07HgmTzzxNH369K123XffXcry0o5Gk5K20fUchblzX5GORiNMAiwhRJhJOykR/957b5XX3xuuOomqS%2BZk6d/z5i3wzLviiqtr3d4XX2yvdZmGDRsxbdqjNS4zbtx4xo0b7/m7LB0Z716C7tQ%2Bis%2B%2BgYJBs2vdlwg9eUUo6kyJ1g9nMDVm0ihaiMAFcd1E7T5R70m5R5sEWPVZvX61Fw95D3ca46EMREyp1/eMeBXpYybnSBkJsGJGCJ42Er52JtHzJ0Q9l/D3MFGfSIAlahHmpxG5ofoQxjKJenmH%2BnyKdn5E2EhtmYhzEmDFGFVuKkLUgVw3sU%2BOkahfJMASQgghhAgxCbASViSfFuXJVAghhKhIAixRz0ibnYiLersvEbxgjqEc/6iI5HUn17hPEmDVazFU8xRQ27MQpDse2rqFO43xUAYixsg5E3cifZ3LfcVDAiwhhBBCiBCToXJiRiiqWOOxmjaANEs1dAgkWBnKOZFgYvt4Tpx4B1lZXbmvt0Knd5rQOdPJq7e7vMYWXLt2FWvXrvIaOmfv3t0sWfIGO3Z8j91uo2HDRgwadAmjR9%2BKwWBg5Mhr%2BPPPYwA4HA4AdLryn%2BePP/4SgIKCApYufZNPP/2IEyeOYzAY6dbtL4wZM46zz84CYNasp9iwYS04bbhcjXGon5CUVD4u4pw58%2BjevUf4Ckl4SIAVc6R6VYjAyXUT69SAj1HsH9OjhQorV77PsGHDq11m69YvmT79AcaNu5Pp02eQnJzM3r27mT17Jjt3fs/cua/yzjvvo9NpyMhIZcqUqZSUWJkx41mv7RQVFTFhwm00aHAGzzzzHG3btic/P5%2B1a1cyadJ4nnrqH5x3Xj%2BmTXuUadMeJeOdwazcfojn9zRkxfovw10Uwgd5RShqJu/TRUjJ%2BSQSx73drSxc%2BAq5uTk%2B5zudTp5//lmuueZ6brxxFGazGZ1OR7du3Zk16wWaN29Bbm6uX/t65523yM/PZ%2BbMObRr1wFFUbBYLIwYcTPXXTeSf/zjaU/tl4gN9aYG6/Dhw8yYMYMdO3aQkpLCFVdcwf333%2B9VtVvmwIEDPPHEE%2BzcuZP09HRuueUWxo4dG/lECyFEPVDgLOZgzh60hb9iNiQBkF9wEGeSFgCtVsHsSCY/vxinMzSvEVumtsakNwW1jf7NHHxk6MH8%2BS/x4IPTq8zfv38fx44d5dprr68yr0mTpjz00GN%2B7%2BvTTz/ir3%2B9hqSkpCrzrrtuBG%2B9tYi9e3fTrVv3wDIhwibmA6xBgwZxzTXXcO2119K0adM6b2fSpElkZWWxadMmTp06xfjx4znjjDO45ZZbvJazWq3cdttt3HTTTSxYsICffvqJRx55hPPPP5/27dsHm53IkZqnasR2Gw8hYlJQvTTUvHK%2BonD93r9T4Cx2T2jWxP3/H2YFsdPamXRm/j3wP0EHWZMn38eoUTcwdOg1nHXW2V7zjhw5jMFgoHHjJkHtA9yVBC1atPI5LzOzASaTicOH/4hSgCX3VV9i/hXhtddey9q1a7n44ou57bbb%2BPDDDwOuBt21axc//PADU6dOxWw206ZNG8aOHcuyZcuqLLtu3TpMJhO33XYbycnJdOvWjdWrV8dXcOWnwNtEVCMkm5GAsKpwl4mUuQiQPLhV0aRJU266aTRz5sxCrRRMKoqCqqpVpteV0%2Bmscb4SE8cnFtIQG2K%2BBmvChAlMmDCBPXv2sHr1ap555hlmzJjBsGHDGD58OG3btq11G3v27KF58%2BakpaV5pmVlZXHw4EEKCgowmcqfYL755hvOPPNMHn74YTZu3MgZZ5zB3XffzdChQ/1O8/Hjxzlx4oTXtKzqFlYUdLryOFejUVA15SdoxXm10WqVCv/WoFRYV6utuh2tVoHSZaq7LpUK6dOUpktRvNOlUTQ%2B96Hx5EOpNh9lNwTFRzlUXqcsjYpGU2XZMjqdglpDmZUt6Wv71SnLl68y1FSYptXUvG9/efKjBHb8NV7H23datJXOLc8x9awX%2Bmcujdd56X8ZVVxPp9P4XK%2B6c7Kymo5hremoUEaBHI9ICiZ//ii79jSVrlNtpWOEUnX/5dc4Ptc1qyr/6fp/HDSfgebEXlI/fhCAwkv%2BiSuzg3u/Gg2pqQYKC0twuVwhyVMrU5uAa68URUGjUapcR6NHj2XdutWsX78KjUbjuZ%2B1bt0am83GsWOHadWqdY3bLjt2ilL1fgjQunVrfv/9V5/n4KlTJykoKKBdu3ae%2BRXv6aE%2Bb6v8tlT67cHXvSfM52gsivkAq0xWVhZZWVk8%2BOCDrF27lieeeII33niDfv36cc8999CtW7dq183JycFisXhNKwu2srOzvQKsY8eOsX37dp588kkef/xx1q9fz7Rp0%2BjQoQOdO3f2K63Lli1j3rx5XtP2j/S9rEaBjIxUz9WQbNRDaRsEhdJ5/jpt9PwzzZIMFddNNVRZ3GKusEw1J70hSYehbBmD%2B3TRajVkpKd4ljEa9e7tWZK9Vza68%2BHJoy%2Bl%2B01K0pKUker5pU9OTiK58jqly3qlCSC1PN/paamQWkOZlba5Mxr1GAMpW3zkD8BePs1sNnqXeV2VlrNGUQI7/hXTYqomLcnl7TcyMlI9f5fdjH3mMVi2OpaR13FNAZOP9TxtdDR%2BlVWd8ucpowCPRxSE5fiB5wSpct0kl99XMtJTPdeXl9JjpNdpvcuvuDytzdIzada6D%2BhUKLGVTuwMzc7x3lbD4LIRLL1ei9GoJzm5/MHQnadUHn10OtOnT2f8%2BPHo9e689unTg5YtW/Lee%2B/w5JNPem3rxIkTjBkzhldeeYXWrcuDr6QkHarqrHKuXXnlFbz99tvce%2B8kjEaj17wlS16jdevW9O3bs7xdcen/A/4d8UdRieefqSkGMJcfS4ul5ms8bOdoDIqbAMtut7Nx40bef/99tm7dSps2bZg0aRLHjx9n7NixzJgxg6uvvrra9f2tolVVlaysLM%2B2/va3v/Huu%2B%2Byfv16vwOsG264gUGDBnlPXN7P57IuFXKzC0lTXWiAYqsd1WUjBfdb7ZzsQr/2CaDLL8Zc%2Bu/cvGJc%2BvJ19YUlVH5Wy8svxlm6fYvThdbHNktsDopKl0kpcWAAnE4XedmFZJQuY7XaMQJ5ecU4neVPl0arjeQKefTF5HCiB2w2J4XZhaSp7vfWxcU2rJXWMTud6CqlyZ03qydvObmFqDbvm09FaS53OVutdor9LFutVoPFklwlfwCavGLK6kXz8604Ajhe1TFa7aXlplZbbr54paXAd1oMxSWUhcbZ2YUYi93HSFXdN2JfeQxWXcvI%2B7gWodqrrpdiKz0nXSp5NWy3pmNYm/IyUgO6HiMpmPz5I01VfV43XudTTqHPGqxUm5MkwO50UVBhXW1%2BMWWPvWX3Im1eUfm0PCvO5MKI5M9fdrvTXQbF7gBLVVWyS/N0zjl9OOuszixcuJCWLVt7pk%2Bd%2BjBTp96DRqNjzJhxmM1mdu/exT/%2B8Qzt2rXHYjmD7OxCTx5tNgc2m8Ozfplhw65j9eo1jBx5Iw8//BgdOnSkoKCA5cuX8dZbi3j%2B%2BX%2BRm1vsWd5SWtOnQpVtBUuxFpFe%2Bu/CohKcumKfx62iaB7DaD0YxXyAdeDAAd577z0%2B%2BOADCgsLueyyy1i8eDHnnnuuZ5levXrxxBNPVBtgZWZmkpPj/RltTk4OiqKQmZnpNb1hw4ZVlm3evHmVV341adSoEY0aNfKeuLyahVUVh8PlaSPoUkF1lQeDDof/J6JSYT2n04WzwroaHye006l6tl9d/Kmq5cu4Srevqt7pcqkuzz69pnvSo1abj7L9VtxP2bqV16luWa1XeamoNZRZ2ZK%2Btl%2BbyvkD0FYoV2cdtumLp9zUwI6/tsKyFY9tRTqn97nlOaa4AyxfeQyWVxlVky7f63mn1ddxre6crE5d8lexjEJdNqEWjuMH5deeq9K1V/l88tX8puzhtvJ1i7Pi/ap0XsVpPq6ncOXPX6qq4nKpVLydVkzP5Mn3M3r0DV55Pffc3sybt5A331zIddcNw%2Bl00LRpM666ahjDh9/g8z5XpawAnc7AvHkLWbz4daZNu5%2BTJ09iNBrp3r0HL720kDPPPMtrnYr39FCXmeJ1r3F5fdlZ2zGK9jGMpJgPsK688kratm3L%2BPHjGTZsGOnp6VWWufDCCzl9%2BnS12%2BjSpQtHjx7l9OnTnoBq165ddOjQgdRKr5Pat2/PO%2B%2B8g6qqnrYDhw8f5vzzzw9hruKJNFgUQgigvHf2b%2Baxf%2BQxVF0yJyvMb9GipafX9Yqysrrw3HP/8msfjz8%2Bo9oAxGQyMWHCPUyYcI9f27qmXTGXXzWAAr%2BWFqEW863NlixZwrp16xg7dqzP4KrMjh07qp3XuXNnunbtyuzZsykoKODAgQMsWrSIkSPdDaOGDBnC9u3bARg6dCjZ2dm8%2BuqrWK1WVq9ezZ49ewJq5C5imAytEl0x8ZWTCFxQ/TSELBUiAJG818l91aeYD7A6derEnXfeyaZNmzzT3nzzTW6//fYqr/JqMnfuXI4fP07//v0ZPXo0w4YN48YbbwTg4MGDFBUVAdC4cWPmz5/P%2BvXr6dWrFy%2B%2B%2BCIvvfQSrVr57n9ECCGEEKKymH9F%2BOyzz5Kfn0%2BHDh080y666CI2b97MzJkzmTlzpl/badKkCQsXLvQ5b//%2B/V5/9%2B7dmxUrVtQ90THBj5qCkNUmhGA7AaUl0vuLknCnMR7KQMQYOWfiT4SPmdxXPGI%2BwPriiy9YtWoVGRkZnmlt2rTh%2Beef56qrropiyoQQ/pHXB0KI%2BifmXxFarVYMhqp9OGk0GoqLi32sISIjND%2Baivz4%2BhDOMkm08k60/AghEkXMB1i9evVi5syZXiOO//nnn8yYMcOrq4b4F4IfigRvaKgkeP6ESGy1vzqSBy6RSGL%2BFeEjjzzCrbfeSt%2B%2BfTGZTLhcLgoLC2nZsiVvvfVWtJMnhBAiLKQtj4hvMR9gtWzZkjVr1vD5559z6NAhNBoNbdu2ZcCAAWi1vvoeF6EUsgGhY4Y8IQsRqKBqj6XmOUoiV%2B5S8%2BhbzAdYAElJSVx88cXRToYQQgghhF9iPsD6/fffmT17Nj/99BNWq7XK/I8%2B%2BigKqUoUsVQ7Fem0xFLeqxPuNMZDGYjYIudM3Il4twlyjpSJ%2BQDrkUce4fjx4wwYMICUlJTaVxBukbyoInwBJ95rSyFEPJg48Q6ysrpyX2%2BFTu80oXOmk1dvd6HRlH8vtnbtKtauXVU%2BrA6wd%2B9ulix5gx07vsdut9GwYSMGDbqE0aNv9Xwlf955PdDr9aVDtCmkp6dz3nn9mDjxXlJSUr32f9ddk7zS9dtvv3LTTcNZvnwlTZs2A2DVfjtvf5fJwf9%2Biu3v/WjRoiXXXTeSq68ewgsICQAAIABJREFUFuZSEmViPsDavXs3H330UZVBmUWikHf3lYXza8mE%2BxIz0fIj4srRQoWVK99n2LDh1S6zdeuXTJ/%2BAOPG3cn06TNITk5m797dzJ49k507v2fu3Fc9496%2B/PLLdO16Lg6Hi8OH/%2BChh%2B7j1Vfncd990wJK1yefbGLWZiv/7FdAt4uGUHTRM2zd%2Bj9mzHgUo9HIJZcMCSrfwj8x301DgwYN6kfNlfxQiEQViXNbeo%2BOfQl4jO7tbmXhwlfIzfU9bJvT6eT555/lmmuu58YbR2E2m9HpdHTr1p1Zs16gefMWXl0QVdS8eQvOO68/hw79FnC6tm//inOaaDm/qY0knQadTseAARfy9NPP0aZNu4C3J%2Bom5muwxo8fz7x587j//vs9UX5iCyaPiT64pwShQiQiV1Ex9j27UU8epPiUHgDbjwdwHi%2Bdr9NQbDZiy7fidLhCsk9t6zZoTKagttG/mYOPDD2YP/8lHnxwepX5%2B/fv49ixo1x77fVV5jVp0pSHHnrM53ZdLhcHD/7C559/wujRtwacrlatWrNxrZNNfxjoe3b5fbN37/MC3paou5gPsD7//HO%2B/fZb3n//fVq0aOH1rhvg3XffjVLKRFySGE2IOgjfheO0KZyY%2BDhqoXtkjlM0dM/Y%2BLTXcqdDvF/FZCZj%2BYqgg6zJk%2B9j1KgbGDr0Gs4662yveUeOHMZgMNC4cRO/tnX33XejKAoulwuHw8HFF1/GwIGDA07T3/52Hb9vfJFJX6Rj3v45Weun0KtXHy6%2B%2BFIyMsLR3EZurL7E/CtCk8nEBRdcwIUXXkj79u1p27at138izOpDpaEQQtRRkyZNuemm0cyZMwu1Us2%2BoiioqlplenVefvllPv98K59%2BupWVKzdgMpm4665x2O32gNKUlJTE04OMfP7XE0y9oiOZmZm89dYirr/%2Br3z99baAtiXqLuZrsJ599tloJyFxxdAr14h/GRhDea9emNMYF2UgYokahnNGm6TScN7fKSlpgO7kbsyfPQxA3uB/4Ux3txfS6jRYzEbyYuwVYZkbbxzN2rWrWLNmpddblhYtWmGz2fjjj99p1ap1QNvMzGzAvfc%2BwCWXnM/27V/Rt29/9Ho9JSVVuysqKCgAqDJub8NkF1dnNWfgRY/hcDh4%2BOH7WbDgJXr16lOHXPpHvvIuF/MBFsAvv/zCmjVrOHLkiCfg%2Bu677zjnnHOinDIhREAkqBM%2BaFKS0Xfogv5IAcm73bU1xWe2R9MwCwCdTkNyRirW7EIcIQqwQikpKYnJk%2B9n5swnGT36Fs/0jh3PpFmz5rzzzlKmTfNuo3Xq1EnuuecuZs6cQ4sWLavdtqqq2GwlALRu3Yb9%2B3%2BossyePTvJzGxARkYmqqoyf/5LXFnspEdS%2BTI6nY4ePXqxZs3KIHMr/BXzrwi3bNnC0KFD%2BfDDD1m9ejXg7nx09OjR0slojeLkh6wujeXjJGt1F872DInWViLR8iPi1YABF3D22Z15%2B%2B0lnmkajYYHHniY9etXM3fubLKzs3E4HOzY8T333ns37dt3qDa4Kioq5NVX55GensE55/QE4Nprb%2BDnn3/i9dfnk5%2BfT0lJCZs3f8qiRa8xceIUFEVBURROnjzBIx9Z2X5Cj93hbs%2B1e/dO/vvf5Zx//oURKQ8RBzVYL7zwAg888ABjxoyhW7dugHt8wpkzZ/LSSy8xeHDgDQBFqCV8xCNinpyDsS/xj9E990xl9OgbvKb16nUe8%2BYt5M03FzJy5DU4nQ6aNm3G1Vf/jeHDvZcta%2BQOYDQm07VrN%2BbMmYfFYgGgZctWLFjwJgsXvsJNNw3HZiuhZctW3HPP/Vx6aXnfVtOmPcryBz7k8a/SOPr5pzieuZDmzZszbNi13HDDTWEuBVEm5gOsH3/8kaVLlwJ4ddMwZMgQHnnkkWglKwzkSVwIIWKZp3f2b%2Baxf%2BQxVF0yJyvMb9GiJR9//GWV9bKyuvDcc/%2Bqcdtbt35LRkYq2bW8Bm3bth3PPPNcjdvS6/VM6G3gno6/U5w1ioKLpC1zNMT8K0Kz2exzDMLjx4%2BTlJTkY404F0wblYTvrDTR8ydEPZfw9zBRn8R8gNWjRw%2BeeeYZz1cSAAcPHmTatGn07ds3iimr7%2BL1Rhiv6RYimoK4buoaNMkHEcGJZLAqgbFPMf%2BK8OGHH2bMmDH06dMHp9NJjx49KC4upmPHjsycOTPayROhIiO%2BVxGOT%2BKFCI6ck3En0vcRuW95xHyA1aRJE1avXs1nn33GwYMHMRqNtG3blv79%2B9eToXOiTcpYCCGECFTMB1jgbrB38cUXRzsZQgghhBB%2BifkAa9CgQTXWVElfWPGuLu/uE71WLZHbM4T42CVyUQkh4lrMB1hXXHGFV4DldDo5ePAgu3btYsyYMVFMWYyL6OvTRA94ROyTczD2yTES9UvMB1hTp071OX3Dhg1s2yaDVgohhBAi9sR8Nw3Vufjii1mzZk20kxEGdX/KUxL9fUkIPgVW5HPiyJMyj39BHcNA1pVzJXQiWZZy3HyJ%2BRqs6uzduxdVbtxBiqVOTaWbhqrCl0YZ8V7UST3/cnvixDvIyurKfb0VOr3ThM6ZTl693YVGU15XsXbtKtauXVXe6zuwd%2B9ulix5gx07vsdut9GwYSMGDbqE0aNvxWAwADBs2JXceed4hgwZytGjR7juuqGcf/6FPPvsbK80vP76fI4dO8r06U8waFA/z3S73Y5Go0Gr1QLQLNnOhisgPu51iSnmA6wRI0ZUmVZcXMyBAwe49NJLo5AiIYQQAo4WKqxc%2BT7Dhg2vdpmtW79k%2BvQHGDfuTqZPn0FycjJ79%2B5m9uyZ7Nz5PXPnvlrth1y7du1g27Yt9Onju1PtisPylAV/d901CYCMty%2BAnCAyJ4IW8wFWmzZtqpx8BoOB4cOHc91110UpVfVIPX9iFUKI6tzb3cqcha8wcODFpKWlV5nvdDp5/vlnueaa67nxxlGe6d26dWfWrBd4883XyM3NJT296roAt99%2BN//853MsWbIMvV4ftnyI8Ij5AEt6a09w8pq3qnCWSYKVd8K3OxQxrX8zBx8ZejB//ks8%2BOD0KvP379/HsWNHufba66vMa9KkKQ899FiN27/66mGsWvUB7767lFGjbglZukVkxHyA9cEHH/i97LBhw8KYEhEzpFZNVCLDCsWBGo6RrQSyfy9Ad0LBausIQN4xJ65i9xi0Wq2GkhwH%2BXlWnE5XSJJjbmgkyRj8T%2BDkyfcxatQNDB16DWeddbbXvCNHDmMwGGjcuEmdtq3RaJgy5UGmTJnAZZddQaNGjYNOr4icmA%2Bwpk%2BfjsvlqtKgXVEUr2mKosR3gBXHNQvy4yb8JueKqKTElcKKpWC37cP9k/QP94xlVmBf2ParN2q58v5uQQdZTZo05aabRjNnzizmz1/kNa/sd0pV1ToP7ZaV1YWBAwfz4osv8OST8kYnnsR8Nw2vvfYaAwYM4O2332b79u18/fXXLF26lAsuuICFCxeyc%2BdOdu7cyY4dO6KdVBEX4jeQFSJ6ItVNQ3y68cbR5ORks2bNSq/pLVq0wmaz8ccfvwe1/TvvnMTXX2/jm2%2B%2B9n%2BlSD60x3EFQTjFfA3WzJkzWbBgAY0bl1eN9uzZk5YtWzJu3DhWr14dxdSFQTBP%2BIGe5LFUmxDhtMRFrVs4kxjB/Es7KVETg6aIv94M2bqz0R3fien/s3fn4U1U6wPHv1mapWlTiuybyCoUZJNFNtl3FBFlEREU0asguCAochU3UECuiBugCOJV9OpPQUAQEVxRcGFVFEVFdqFtmrRptvn9kTZN2rRNaNom7ft5Hh7SycyZc%2BbMTN45c%2BbMZ96%2BTJb%2BS/EkXQJ4bxEmmg1ReYsQQKfTcddd97JgwWNMmJDXV6pp02bUqVOXN99cy6xZgX20zp37h%2BnT/8WCBc9Qr179ItNPTk5m8uTbWLJkIT179govc2U%2BAk4MnFvLSNQHWH/88QdJSUkFppvNZo4fP14OORJCCBFJOj1cVCeBOJVCFd2v3mm1tbgvSgBAq1WTnGxCn6rF5YpMgBVp3bv3pEWLlrzxxhrq128AePtQzZz5APfffzdGo4Ebb7yZxMREDh48wKJFT9K4cZNig6tc11xzHRs2fMDGjevp1KlLaRZFREjU3yKsW7cuCxYsIDU11TfNYrGwePFiGjRoUI45q%2BykVUIIIfxNn34fGRmWgGkdO3Zh2bIVHDv2F2PHjmTw4N4sXjyf4cOv4eGHnwg5bY1Gwz333M%2B5c/9EOtuilER9C9aDDz7Ivffey7p16zCZTKjVaqxWKwaDgeeff768s1cJlHZzrwRqBZXmNqlo27uilUdEM9/o7N8t4/DYUyhaI/7hTr169QMG/8yVktKKhQufLTLt99/fSHKyidRUG7Vr1%2BGLL/YUmKdNm3ZBpwfkTUSNqA%2Bwunfvzo4dO9i5cyenTp1CURRq1qxJjx49SExMLO/siXIh9/hFfrJPRD%2BpI1G5RH2ABWA0Gunbty%2BnTp2ifv3Q7lcLIYQQQpSXqO%2BDZbfbmTVrFu3atWPw4MGAtw/W5MmTsVgsxSwdSyJ7q0Ne5lsYuaVUvmS/jEkleQxfHuEvJ7Ldy1vUB1gLFy7kp59%2BYtGiRQFvLPe%2B42lROeastJTlD1Ck1hWLP5qxkOdSHaehFNMWFZfsN7GnzMdpKOP1Ra%2BoD7C2bNnC0qVLGTRokG8kXLPZzPz589m6dWs5506UKbkSjlFSb0KIyifqAyybzUbDhg0LTK9atSqZmZllnyEhhBBlQFpCRGyL%2BgCrQYMGfPPNNwAB7x786KOPqFOnTnllS0irhBBCCFGoqH%2BKcNy4cUybNo1rr70Wj8fDqlWrOHDgAFu2bGHOnDnFJyBKqJSvIuW2X0GluU0q2vauaOURQlQYUR9gjR49Gq1Wy9q1a9FoNLz00ktccsklLFq0iEGDBpV39kS5kFsHIh95/1n0kzoSlUzUB1jnz5/n2muv5dprry1ROsePH2fevHns3buX%2BPh4hgwZwr333hvwZGJ%2Bp0%2BfZtCgQdx8881MmzatROsXUUJaPIS4ACU5buSYKw%2BqsjzXyXk1qKgPsPr27cv333/ve4LwQk2bNo2UlBS2bdvGuXPnuO2226hWrRqTJk0qdJnHH38cjUZTovWGrDx20Ki6oizjvERV2QtRmnmMhfKL6FPJ95upU6eQktKaezqpaP5mLVpWdfPSrZ6AC/VNmzawadOGgFfXHDp0gDVrXmXv3h9xOh1Ur16DPn36M2HCzej1egC6dGlPXFxczm%2BdiurVq9O58xXccMNN1KxZy5fWqFHDGT/%2BJgYOHMrVVw/ivvtmM2DA4AJ5nbvTyd/nk3mptcqX73/9y9tQ0L375Wi12px8F76uC1O59xF/Ud/JvXPnzmzevLlEaezfv5%2Bff/6Z%2B%2B67j8TERBo2bMjEiRNZt25docvs3LmTI0eO0KtXrxKtO2yROoGV5Ymwkp90RehkAFxRkZy0qVi//r0i59m16yumTbuNyy5rx9tvf8BHH%2B3ggQf%2BzRdf7OS%2B%2B%2B4KeHjrhRde4LPPdrF583Yef/wpMjMzmThxHL///luBdL1vOOnPpk0bCnyXnW1ny%2B8ermucVWi%2BFix4hu3bvwppXeLCRH2AVbt2bZ544glGjBjBXXfdxb333hvwLxQHDx6kbt26JCUl%2BaalpKRw9OhRrFZrgfntdjuPPvooDz/8MFpt1Dfy%2BanozbQVvXxCVHIxdqtpRls7K1a8SHp6WtDvvQNiz2fkyOsZN%2B5GEhMT0Wq1XHZZW556agl169YjPT29wHJ6vZ6mTZvz0EPz6NSpM88881TQ9IcNG8H33%2B/h9OlTAdN37vwUtQoG1LcXW4ZQ1yXCF/XRw5EjR2jUqBEAqampF5RGWloaZrM5YFpusJWamkpCQkLAd88//zxt27alS5cuvP/%2B%2B2Gv78yZM5w9ezZgWkphM6tUaLVqXyOQWq1CUedd5Wu1ocfAGv/lNGo8fstqNAXT0WjUkDNPYY1QarXKlwd1TvoqlTd9/3mCrUPty4%2Bq0HLk3vpVqQPnUasLLuO/jfLPm0urVaEUtc0KSaMoueUKtg3VftM06mLWHSLfdia8%2BlcH1HfwvKg1gfuW/7q8y0X%2Bmst/v9RoVL59rjj58xqsPCr/fbKIdIuqw2LzcYH1UZZKUr7QeLdB/uNGk6%2BOUAXZ51TB68h/2dz9ImCaVoNKG1iu0itfaFQqFWq1yrdPd6vjYruhPStWvMDs2Q8B3m2kyjmvHz58iFOnTnL99aML7Dv16tXloYceLrCO/GUcN%2B5GbrllAunpqVx00UU561Cj1app0%2BYyLrmkEVu3bmLSpMm%2BZT76aCPDmmrQa8Cek59gdZc/T8HWFXQ75PttUQXUmzrg%2B/zlKu86LEtRG2DdfffdLFmyhNdff9037fnnn%2BfOO%2B%2B8oPSUEK%2BMjhw5wjvvvMOGDQWbXUO1bt06li1bFjDt8Njg86pVkJxsIvcEZjToQBMHOVO834UoweD7mJRkBP9lTfoCs5sTDXnzFLLT6/Va9Lnz6L27i0ajDsiX0eDNr9lsDFzYoAP8yxhEzoGp1%2BWsJ%2Bc4NRp1GPMvk9PPISBPAKa8cldJMoGpiG2myt3OcQXTL0aB8gE486Yl%2Bm/PksjZzmq1Orz6989LQiF5MeTbt4zeOsoNXoOWsaSy8urHnGgMfRsF1Gs8JARZLs7bR1KrCW1bXVD5fNtIFV59lINSqT/IOy4N%2BY5LY955JbmKyXeMBsipozitJnD7ZeXlVa9Vcf6fvyE1FWtWonfi%2BbOg5M1vO13yYvirWrce%2Bvjw6jMuToPBEIfRmBs0qnj44bkMGzaMG2%2B8gVatWmEy6YmL85Y1Pf0fDAYDLVo0Cbkfcf46bNOmJQA2WypNmjRAo1ETH6/zbcvrr7%2BON998k3vumQ54H87as%2Bdb5ozyHusGfZwv3/7bPyHBUGB/zr%2BuQmVm%2Bz6a4vWQ6PfbYy76GC%2B1fTQKRW2AtX379gLTli9ffkEBVtWqVUlLC2zCTUtLQ6VSUbVqVd80RVF45JFHmDZtGtWrVw8/0zlGjx5Nnz59Aie%2B0zXovB4F0lNtVMnpnZJld6CoFeLx3hBLS7WFvN44q53ctrj09Cw8qrxl42zZJOSb35Jhx52TvtntIVh3/uxsF5k588Rnu9ADbrcHS6qV5Jx5suxOjIDFkoXb7fEta7A7MPqVMZhEtwctkO3wridJ8d63zspyYM%2B3jNnjzaN/nrxlyyt3WroNxWGgMEmK4k3f7iyQfmE0GjVms7FA%2BQDUlixybzxnZNhxhVFfhTFmOzEAHo%2Bn0O0WTEBerMHzos9yBOxbhixvHSmK9zc0WBlLSmOxk9t%2BbMnI8u1zxQms10wUZ8Hl4h3efdLlVsgoIt2i6rA4edtICet4LEslKV8ofMelPfC41GdlE5/zOTXNFrQFK8HpJg5wujxY/ZbVZGRhBrLdGpbPX4bDnvuj3db73%2BLnIl4Of7p4E9c/sQydMb74mXM4nW7sdidZWd5gSVEUTPFVGD/%2BJv7974dZuXI1Nls2Tqeb1FQbNls2Ho%2BH8%2BetRT6x7i9/HaanWwCw2Rykptpwuz1kZno/A/Tq1Z9FixaxY8eXtGnTljfffJtmzZrTtOpRSAd7ttOX71S/7W%2B12gP%2BDrauwqjsmVTJ%2BWzLzMaDncTcNCxZeOIKLlva%2B2hRyuvCKGoDrGAtTqG2QuXXqlUrTp48yfnz530B1f79%2B2nSpAkmv9aOEydOsHv3bn799VeWLl0KQGZmJmq1mu3bt/N///d/Ia2vRo0a1KhRI3DiO4XMrCi4XB7fD5zHo6D49TVyuULfEdUev%2BXcHjx%2By6qD7NBut8eXfmGb1qPk5cGTk76iBOYrd7p/ev7TQSm0HLl1qniUAsvmXyY3j55869f4l9uloBS1zXISCZZ%2BcfKXD0Djt13dF5BmMJ6cJBTCq3%2BN37xud/C8xHkC9y1fneLd/4KVscTcxecrGI07MK/B6tW3/yihbasLKZ//Nor4tomwUqk/ILf/Y/7jRpuvjoI9w%2BDx5J1jAvLmvrDzecTk5EcdxvZSFAWPR/HfpXG5PIwZcyMffrieDz54H7VajZJzXq9Tpz4Oh4M//viTBg0uDmkd%2Bevw0KGf0Gg01K5dz%2B9cnDePyWSmR49efPjhelJSLmPjxg1cf/1YyFiSM6/iy7ermHNEsHUFowpIx4PH/xh3eXAXsWzp7aPRJ2oDrGDNqRc6VEPLli1p3bo1ixcv5oEHHuD06dOsWrWKm2%2B%2BGYBBgwbx%2BOOP065dO3bu3Bmw7Pz586lVqxaTJ08OlnSMi6InuuRJxCBKc5vI9hYXIvL7jV7j5vo7buGcujba0z%2BS%2BPlcACz9l%2BFO8gYlGo0Kc6LR2wIaocAsqWadsFqviqLT6bjrrntZsOAxJkzIG/qnadNm1KlTlzffXMusWYFvHjl37h%2BmT/8XCxY8Q7169QtNe9WqFXTp0rVAX2F/w4dfzdy5DzB06NWcOXOa/v0HwXveACucc2so6yqWnMt9ojbAirSlS5cyd%2B5cunXrRkJCAmPGjGHcuHEAHD16lMzMTDQaDbVqBY4BYjQaSUhIKNEtw9DE1tMzQggRKTqDnup1mhCnOUUVYwYA%2Bnr1cF/UBPB2jk9ONmFItUVt60f37j1p0aIlb7yxhvr1vf2X1Go1M2c%2BwP33343RaODGG28mMTGRgwcPsGjRkzRu3KTQ4Or48b9ZufIljh37i5dfXlXkujt06ERCQgLPPruIXr36YjKFFyCFsy4RukoTYNWqVYsVK1YE/e7w4cOFLrdgwYLSylIhIhX9l%2BVVhFyxCCHE9On3MWHC6IBpHTt2YdmyFbz22grGjh2J2%2B2idu06DB9%2BDaNGBc57xx13oFKpUBQFszmJK67oxsqVa4od/FOtVjN06FW88srLTJ06I6S8zp59j%2B92ZjjrEqGL2gDL6XQWGOcq2LTFixeXZbaiW4yNIRO%2Bil6%2BSkBuH4giRfcx7hud/btlHB57CkVr5B%2B/7%2BvVq8/27V8VWC4lpRULFz5bZNq7dn1PcrKJ1GJa6f73v%2BBPuE%2BadCuTJt1adL5zfPHFniLzIiIjagOsDh06cObMmWKnCVHhlGagXC5BeEUrjxBCFC9qAyz/8a%2BEEKJI0jIW/cKtIqlTEeMqz5CqQoC0eAhxIUpw3Kii/LZfxVWW213qOBgJsCqzkK4QC5sn0gdUOFerkbiyjYWrYxmmQUQZaVWKQWVdZ7KP5JIAK0qopGVFCCGEqDAkwIo6Ev0LIYQQsU4CrIqqLJvy5baBEEIIEUACrAqlgt9mlNuoQlRwcoyLikMCLFG%2BJGgKojS3SXlv70i3dpZ3eYQQIjgJsEQlIz/IZU6C6AqgJHWYu2zYA2GVYJ2iTI87OcaDitqBRkVZiKITWDj9uCLR5ysW%2Bo2VZh5jofwiClXu/Wbq1CmkpLTmnk4qmr9Zi5ZV3bx0qwe1Oq%2BtYtOmDWzatCHg9TSHDh1gzZpX2bv3R5xOB9Wr16BPn/5MmHAzOp2O4cMHMHnybdx66yTfMjt3bmfOnPt55ZW1NG9%2BqW/6c889w/79%2B1i%2B/DVGjRrO2bNn0Gg0BfL6RHcPV9WEf7%2Bzl8xtDzBv3vygZSosjerVa7Bu3fts2rSBJ5%2Bch06n830Xp9XSPL4qd7W2kpI/QTm3%2BEiAJYpW2MEiFyxCiErupE3F%2BvXvMWLEqELn2bXrK%2BbMmcktt9zOnDnzMBqNHDp0gMWLF7Bv348sXfoSnTp1YffubwICrN27v8FojGfPnm8CAqw9e76lZ8/evr/vvntm0PVXXXMFZIRWjsLS8KVV9SLWr9/i%2Bzs77SSb5/Ti9s%2BSeXNAKnUurhbaiioZuUUYNSRiEUKIWDKjrZ0VK14kPT0t6Pdut5tFi%2BYzcuT1jBt3I4mJiWi1Wi67rC1PPbWEunXrkZ6eTufOV/Ddd7txu92%2BZffs%2BZbBg4eyZ8%2B3vmmpqef5/fff6Ny5a6mXrSgGg4FbW9qoYXTz9YHfyzUv0UxasKKMIs2rQohKRnGA56QN9zkN2Z5mALjPuvFk27yfNWqyM9y4M%2Bx43J6IrFNV1YBKX/DWWji61XHxib49L7/8PPffP6fA94cP/8SpUye59trrC3xXq1ZtZs%2BeC0CnTldgs9nYt28fDRs249SpU5w9e4brrhvLxIljcTgc6HQ6du/%2BlsREMy1bFrgxVy5cHvm9KooEWEIIIcqNR4knc30cOH/FiYksnvF%2B8aEd%2BBUAJ2CP9Ir1GnS3tixxkHXXXfdw442jueqqkVx6aYuA706cOI5er6dmzVpFppGcnEzz5pfy5Zdf0rBhM/bs2UXr1m2oX78BF11Ujf3799KhQ0f27PmGjh07BfT5WrJkIUuXPhOQntFo5OvRJSpWkWw2G%2BsOmEhzqOjVrlnprSjGSYBVkQQ8yRErVxZya7SgijxMQ4TJ00uinNWqVZsbbpjAM888xcsvrwr4TqVSoSgKiqKgKubuRJcuXfnyyy%2B54YZJ7N79LR06dAKgQ4dO7NnzLR06dOS773Zzyy23BSxXaP%2BpNVeEXIZgQVr79pezaNFSAM6fP0efPnm3JR0OB51q6HmtdyrVkxOJTJtixSMBlogh8mMqChMrFxQxqiSBrJL7X/A6Uqsyib/KiVOfgvbUDyR88W8ALANewGOuD4BGoyYx0UBGhh13FN0izDVu3AQ2bdrAxo3rA1qX6tVrgMPh4O%2B/j9GgwcVFptGlS1fWrl2NzWbjhx%2B%2BY8yYGwDo0OFy1q37L0OGDOf06VN06hRq4BR6nYXTyV1RFO64/SYaZO2hTTUnljDXVZlIJ/dKrLATXvmQN74XFAt5DIXfyVf6GMa2Uqo/lQ7UtU1oLnKjV/%2BCXv0Lmhpa1LVN3ul1TOgbmNHUMfmmlfRfpIIrAJ1Ox1133ctLLy3Das17dK9p02bUqVOXN99cW2CZc%2Bf%2BYfzlUA0SAAAgAElEQVT46/j772MAtGrVGqPRyIcffoDD4aBZM%2B%2BTgx06dOTXXw/z9ddf0KRJM6pVK98n9lQqFffPmMEHfxj5%2BpQu2BxlnqdoJQGWiEFyAAshokv37j1p0aIlb7yxxjdNrVYzc%2BYDfPTRhyxdupjU1FRcLhd79/7IjBl30LhxE%2BrV87bSabVaunbtyttvv0W7dh1841IlJ1elfv0GvPvu23TuHPptv9LU6JJLmNTcxr93m7FnO8s7O1FLbhGKYkgwI4QQoZg%2B/T4mTAjsXd6xYxeWLVvBa6%2BtYOzYkbjdLmrXrsPw4dcwalTgvD169GDLli1cd92YgOkdOnTif/97K2iAFaz/FMDQhm4WdPB%2B/vTTT/j888ChHSZNmsKNN068gFJ63dnKyqa/DLz4/mdMn1jwKUkhAVYUibV72LGWXyGEKBnf6OzfLePw2FMoWiP/%2BH1fr159tm//qsByKSmtWLjw2WLTv%2B666%2BjXbwguV2A/sxkz7mPGjPsKzP%2B//20oNK2qa7pABjx6fTtmLX2/0PmKSgNgyJDhDBkyvMB0gxY%2BueofLP36Sif3QsgtQiGEEEKICJMAS5Qvecy%2BoNLcJhVue1e08gghKgoJsCqU8hoHK4b6aVW4AEMA8nRiqSvJcZOzbEh1JMdnxJTluU7Oq0FJgFWZRdOPUih5ieRBHE1lL0xp5jEWyi%2BikOw3saeM60zOLT4SYAkhhIhC8kMtYpsEWCL2yHk3tsjtAyFEJSQBVrSQHyEhhBCiwpAAK9pE2/3rKMuOEEIIEQskwBIXRlrchBBCiEJJgCXKWVkHarEQGMZCHkVloirJBZVcjJWTstvuKjlnBSWvyqlQymknj8htzbK%2BFxkL9z5LM4%2BxUP5wVLTyRKuSbOcyHoolwkaNGs7Zs2e8L2H2uMBTk2pGhR6OZ7jlltuxWCzcdNNo7r33AQYMGORb7uTJE0yYMIZZs%2BbQr99AnnjiEbZs2YRW6/35VavV1K5dh%2BuvH8PNN98EwKZNG3jyyXnodDpfOnFxcTRq1ITJk2%2BnQ4eOAfNNmnQrt9xyW0B%2BXR6Fbu/VwPDRx7zT/d8Fy5DPAw/8m/79BwXkT1EUTCYTLVqkMHLk9VxxRbeAZT44auC1x1/jr9OpOOw1aZjo4tpqnzB0dKOA/N111z2MGzc%2BYNmpU6cEvIbH6XTy1ltr2bp1MydPnkCr1dK8eUtuuGECnTp1Cb/CooAEWBVVtPXliojoPfkKISq%2Bu%2B%2BeyYgRozB%2BtwzT1wv41Wbirm93kZWVxf33z2HGjJn85z8Lad/%2BcqpVqwbAU089Tteu3ejXb6Avnd69%2BzJv3nwAXC4XP/ywhzlz7qdmzWp07doLgKpVL2L9%2Bi2%2BZex2O%2B%2B%2Bu47775/BmjXrqFu3HgDJyVX5%2BOOPCgRYX/4dvGUptwxFyc2foiicPn2aXbu%2B4JFHHuSGG25iwoSbAfjoLz2Pfmfmyak9ad%2BmDVU238xnJ/Tcu%2BI1dFXr07%2B/N8hMSkri1VeXM3DgYJKTTUHX53a7mTlzOlarlVmz5tKyZQrZ2dl8%2Buk2HnpoFtOm3c3w4SOKzHM0kluEQgghok%2BUXySqVNC0iofx4yfy2Wc7ABg8eBjt23fg6acfB2D9%2Bv/jjz%2BOcu%2B9swtNR6vV0rFjF/r1G8jWrVsLnc9gMHDDDTdRrVp1vvnma9/0iy9uiNvt5sCB/QHzb/xN4co6jhKUEFQqFbVq1WLEiFHMmzefV155mWPH/gLgq9N62ldzckWrRujitMSpoW%2B9bOY/eB8NGzbypXHJJY3p0qUbzz%2B/tND1bNmyiYMHD7Bw4X9o1ao1arUao9HIkCHDufPO6SxduhiLJb1EZSkP0oIlYlB0n3hFfuX1CicRK7KdLs6eOok21YaVWgBY/jmP224EQKtVYbMZycjIwuWKTEt2cnJV9Hp9idNxOp0Bf8%2Bc%2BSATJozhtddW8tZba3nkkScxm5OKTcfjcQe9dZefy%2BUqMK137758/PFmWrVqDXhbuz4/Bk90tLMrLcSCFKNLl67Ur9%2BAzz77lPHXXkWjRBcb/jCw4/tf6NGlo2%2B%2Bzu3b4K7SKGDZqVNnMG7cKL7//nsuuaR5gbR37PiEfv0GkJxctcB3Q4dexbJl/2HXrq8YMGBwZApTRiTAEkIIUW7s6Fi1ZTfZztxWmbHe/7bsLNX16vV6brzx1gsOsjwK/HxezRs7Vgf0uUpKqsLMmQ8we/a9DBw4hC5duhaZTu4twk8%2B%2BZhFixYVOp/NZuWdd97CYkmnZ89eAd8NGDCEGTPuYNq0e9BqtXzxxU461AKzrmAwumTJQpYufSZgmtFoZOPGT4otc/36F3Py5AkAxjXN5HCallkvvEfC6s10MFehay0HXdPSSaoSuFy1atW5%2BebJPPbYY6xcuaZAuseP/02bNu2CrlOr1VK3bj2OH/%2B72PxFGwmwok60XeFHW36EEKJ8%2BIITjwuPuyZGLVx7wwAmTpwcMN/evT9StepF7N37A5mZNuLjA/seffrpJ3z%2BuTfw0mg01KtXn5kzH6Bfv36kptoAOH/%2BHH365AVnDoeDtm3b85//vEi1atUD0mvSpCnVqlVn9%2B5dXHFFd7Zt28LIJqqg3VZD6YNVGLfbjVrt7Vmk08D8LhZunTaLXb%2Bc4eDWVbx8yMQzk6fy5Pxn6Nixc8CyY8aMY9OmDbz33v%2BCrt/tdhe6XkVRUEX5LeNgJMASFyRSj%2BWW6PHvCxHFTyn5lGIey3x7l7aKVp6oVZLtXPSyBhxMGtiRs/pL0J76jsQvHwHAMvAl3Al1Ae8twsTE8r9F6N/J/cf/e4Y7P09m4MAhvicCAb7/fg/r17/Hq6%2B%2Bwfz5j/Lcc/9h1qw5Aen4d3LPpdUGdon27%2BSuKAp33HEL9erVJyWlVdC8DRw4hK1bPyIl5TIOHNjHc9co7P8zrOIVyePxcOTIL3TuHPhEX7WkBIZ2r8e49GdxemDKb4NZvvz5AgGWVhvHQw89xIwZd9OrV7%2BA7xo0uJg//zwadL0ul4uTJ0/QoEHDyBWmjEgn98osiq4IFHnjexmrYOWv9PVZNpSSbOciltXHaalVqza1k03U4xT1OEWtalWpVat2zr861KtXj1q16vhNK9m/kva/6l7bQZ/6Tp566nGUnEDfarXyxBOPcPvt06hbtx6zZ8/l4483B3RKvxAqlYqZMx9ky5ZNfPfd7qDz9O8/iK%2B//pLt2z%2Bma9ce6LWRPSY2blxPWloqV17ZB0VRWPxjAvvOxQXME6eG9pe1JivLHjSNbt260b59B15%2BeVnA9N69%2B/Hpp9v555%2BzBZb56KONqNUqunS5InKFKSMSYFUkcjUvhIhhsTZg5YOX2zly5Fc%2B%2BOA9AJ555inq1WvAiBHXAlCvXn1uueV2Fix4jIyMjBKtq1GjJowefQNPP/0EdnvBAKZatWq0bNmKN95Y7RsiIRIyM2188MF7LF26mDvvnEG1atVRqVScydJw/9dJ/PjrMZwuFy4P/PBPHO9t2kKPHlcWmt706fewbdsW/vorr3mtX7%2BBtG3bjqlTb2Pv3h9wu91kZWXx/vvv8uyzi7jnntkFbrPGArlFWGGV5RV92ayrwt3eEkLEtGpGhdtvv5MXX1yKXq/niy8%2BY82atwL6C11//Vi2b/%2BYZ59dxEMPzSvR%2BiZNmswnn3zMihUvMm3a3QW%2BHzRoCM8//6x3INJDwdMI1skdvEHOgw8%2BDOTvI6alefNLefTR%2BVxxRXff/I91SuflQwk8uXozp1Pfxu2sSYMEF9eM7M/1E28vtAy1a9fhhhtuYuXKl3zT1Go1CxY8w3//u4aFC5/k5MkTxMXF0aJFCk89tYT27S8PaftEGwmwhBBCiGL8738bgk4fMWKUr9P24MHDCnyv0WhYsWK17%2B85cx4pdl3%2BI5z70%2BsNvPPOB4XON2DA4IChDDrXdLBp9gBsxZTB35w5j4SUR50GprW2clO/KSj6KiRt9I5Cf%2B7aq/HkDDdRWDkmTpxc4MEAnU4XdHosk1uEIuaUeX8tIYQQIkwSYEULuf0lKgPpjC6EqCQkwIo60fUDVPqtRRJY5le6HX0r2vauaOURQlQUEmCJSkZ%2BkCum6LowqXhKcNz4WueljsqU3BUpdxJgVWolOeFF%2BOAt83Nv9J/sSzTmUDmmLYSIImV9rMu5xafSBFjHjx9nypQpdO7cmd69e7Nw4UI8Hk/Qed98800GDhxIu3btuPrqq9m2bVsZ5/ZCyRWLEEIIEQ0qTYA1bdo0atasybZt21i1ahXbtm1j9erVBebbsmULixcv5sknn%2BTbb79l/PjxzJgxg2PHjpVDrkugTIfBkisWIUQEyG0tUYFUigBr//79/Pzzz9x3330kJibSsGFDJk6cyLp16wrMa7fbueeee%2BjQoQNxcXFcd911mEwmfvzxx3LIuQhKAjohKjwZjkXEukox0OjBgwepW7cuSUlJvmkpKSkcPXoUq9VKQkKCb/rVV18dsKzFYsFms1GzZs2Q13fmzBnOng18p1JKYTOrVN6XfOacS9SawDeg538BaFE06rx5NRo1am3g3wXm16hR5cxTWMyiVqt8eVCrVb55/dPLnZ5/HbnTQVV4OXJWrFYFzuO/3rx5g3%2BXtx7vS2GVIrZZ7pxB0y9EbrmCbUO13zSNuuh1h0qVu52L2m5BBNZ38Lz46hDvvuX/t3e5yF9zaTQqv89qCLFMao1/vaqDlydnFpWq6GOlqDosNh/5tlk0Kkn5wpH/uNHkqyNUBdefO6p5/joK3C9UoFUHHE9arRqPNrBcpV2%2BUGnU%2BcodiTQjXMbc7R7OuS7ktPP9tnj89wNNXr35i7Y6LAuVIsBKS0vDbDYHTMsNtlJTUwMCLH%2BKovDQQw/Rpk0bOnXqFPL61q1bx7JlgS%2BzPDw2%2BLxqFSQnm3xN4/FGne%2BzipzvQpWQ9/LSKknxkOS3rKngi02TzEbITb%2BQnd6gj8OQO4/eu7toNGqSq8T75jEadACYzcZ8C3un%2B8qYn9sJGX97k9Zr0SebfL/0RqMOY/5lck5qAXkCMBl8H6skmcBUyDbLtoLTlpN%2BXMH0i1GgfADOvGmJiYa87VkSNu820WhU4dW/f14SCslLljdtlSonbaMu52/v10HLWFIZefVjTjSGvo0C6jUeEvItpyhg/QsArVYT0ra6oPL5tlGY9VEOSqX%2BsjPA5X33XbxRR7z/NjDmnVeSq5hAne884vFAhreOdHFadP7LZuXl1bdfnM2r84DzU%2B58pVG%2BC2H0vuS4NPaJiJTRaQfrSSDI%2BTISMrN9H03xesj82/d3UlLRx3jU1GEZqBQBFuB723monE4ns2fP5siRI6xZsyasZUePHk2fPn0CJ77TNei8HgXSU21UwRtbZGY5QfEQj7chKy3VFnS5YOKs2eSGimnpmSievGXjbHnfAShaA%2BnuBJSc9M1uD5ogadodLrJy5onPdqEH3G4PlrRMknPmybI7MAIWSxZud96DA4ac6bllDKAoxH88A322BYBMU0OyU20kKd771llZDuz5ljF7FDSAPdvpy5O3bHa/cttQHAYKcDtI2DCR3He/W40NcYa4bTUaNWazsUD5ANSWLHLbRTMy7LjCqK9gdIfWYTryMQCOpMbYwkgvIC/WgnmJ%2B%2B0jTHvfRAW4qjQmI9WGIctbR4ri3f%2BClbGkNBlZ5F7eWDLsuEMsU2C9ZqI4A5czfLsU48m9AGQnXkJmEekWVYfFydtGSsHjUVHQf/8i2jP7yez9JIohOWgapa0k5SuOaf0kdDmfrcYGAceNPiub3Eut1DRbgRYs42fzMKR7Ayx74iUBx23gfpGFO9WG1monMWdauiULj9pW6uW7EIYsZ%2BH7xAWKWBk9bkybpvjqzGZqhCNCecylsmdSJedz1rF96PevRQ14dGbSXYkQZH3lWYfldWFUKQKsqlWrkpaWFjAtLS0NlUpF1apVC8xvt9u54447yMrK4o033iA5ObyTZo0aNahRo0bgxHcKmVlRcLnydjaPRwno6On/HYDacoyEz%2BbgqtmezI4zAr/zeyrS7fbg8VtW7XYHzGvp9yzOuGTImaew%2BNPjycufx6P45vU/QHKnu92egmXxLlGgHPHfLET/k3ejOOr3xNZqki8v%2BdfrowT/TuPx314KSoHlPCRunUbcnzsAsDcfRdbFAwPWF4r85QPQ%2BG0Hd7A8h0F3dCvx2%2B71pmWqRUaPJwLqsDgal3/9B%2BZFe/oHTB/dgUrx4DEkY%2Bm7BLfLk1eneAOsYGUsMXde/YSTvsYdeBz416v%2B8HsYv17g/S65GRldHixY78GycgHl899GBfbjbxcTv3sJANl1u2NvWUhTdRmJeP05M9Ed9Qb82Q37kdVgQMBxo81XR/7dpgz7XsXww8veZGq2w9r%2BrsA6CtgvvPur2u94crk8Bfb/Utk/L4DbU/g5usRpl7CMps8fRvfbZgCyGw0is8k1YZ/riqPyS8%2B4x3u3RlGpyei/FJfKUOT6oqUOy0KluBnaqlUrTp48yfnz533T9u/fT5MmTTDlu52kKAp33303Wq2W1157LezgqlQ5s7jo9SvQ/7kd07eLwJ1d/DI5PPF5AZ%2B160M4Gg8tWV5K8LSP7siHmPY8C4CzemvSB60ATcFbmJFi/HE5hiPel5xmX9yXjN5PR11HeXXaURI/vssbAOmrkD78dTyJdSKStsp2BvPmyahcdhSNnvShr%2BGu2iwiaZcH7Zm9JH46EwC3qSbpw9eiGAteKJU23W%2BbMOUEVwAqZ2aZ56G0qTwu3%2BfsRkNCPm7ijn1BwhfzAHAlNSR96GoUXfCuGCJyDAdeJ37fqwA4anfG0n8ZqIPdm4g8a6%2BncDTsVybrihWVIsBq2bIlrVu3ZvHixVitVn777TdWrVrF2LHeq81BgwaxZ88eADZs2MCRI0d49tln0etL70c/bIpC4o77A6flH8eriKDHVetyMno/TfrQ1WS1u70UMhgazbmfMH9yDwDu%2BJpYhr4GutJrvo079jmmr%2BcD4KyWgmXgS6DRFbNU2VI5rCRtnozaaUVRaUgf8irui1pEJnG3g6SPpqCxnQa8LZeuWh0ik3Y5UGWe9QaL7mwUrQHL0NURC0TDoTl3mMRP7g6YpgTp4B3zFL9zTIjlU1uOYd76L1SKG48%2BifRhr5dLAFzZxP39JQmfzwW8Qa1lyErQBukuUQoy295W7q230ahS3CIEWLp0KXPnzqVbt24kJCQwZswYxo0bB8DRo0fJzPRefb777rscP368QKf2q6%2B%2Bmscff7zM853L8NObGH75vwtPQKXC3nJc5DIUmHhoc9lTSdo0GZUrE0WtwzJ4OR5T6E9nhjuQqjrtKOYtt/tO9JaBL0FclHWwVDwkbpuO9vxhAGxd5%2BCqE/oDFcVJ%2BPzfxJ3yXjxktp%2BKo8mwiKVd5txOzFtuR5PTeTej9yJc1VuVeTZU9jTMm29B7bShqDSoFHfxC8Usv2MulMPcmYV582TU9lQUVFj6L8NT5ZIQV6Wg//WDvL/j4gufVwTQpP2O%2BaMpqDwuPLpELINfKdX%2BgIrGgKKOQ%2BVx4kpqiO2KB0ttXbGs0gRYtWrVYsWKFUG/O3z4sO9zsMFHy4LK4yz0u7i/vyRh55xwUyxZhiLN48L88VQ0lj8BsF75RAlaUoovm8phJWnTLaiz01FUaiwDXgj9RF%2BG4r9djP7oFiCnb1ibWyOWtuHgWowH1wKQ3aA3ts4zI5Z22VNI%2BPIRdCe%2BAbxXzNnNRpR9NjxuEj%2Behjb9DwCsPR8jcWdl%2BXEppgVLUUj89D7i/jkIgK3LLJwX9w45deO%2BVzD88h4A9sbDwrz4qrxU9lTMH96Ud64b%2BCLui5qX7krjjGT0WoD2/C9kXj69zG5DxpoK2KYde7Rn9/v9VTB4iN%2B9BJXHiScugazWN5VdxiIoYccsdH/tBCCr1U2l25zsdmD%2BaAra1F8AsHWdi7PBlaW3vguk/2ldXl%2B0Gm3J6LUgYn3DdH9s8wXlrqSGZPR/LqZPgvE/vIRxv/fix1G/J7YrHij7TCgKCTsfQP/XpwBktbwBe8r4ss9HWQq4RVj0vmn6%2BkkMOS1Q9sbDyGp/Z8ir0f%2B%2BGVNun63kplj7LAo/r5WR24n5o9vRph8FwNp9Hs4Gvcpk1dktRmPrNhdFby5%2B5kpKAqxyps5Ow/zhRAAUjR5Hg54F57GnApDdZBiui1qWZfYiQp2djvEn76j5jrpdsXZ/uFTXl/DFPHTHPgPAful1ZLWZXKrruxDaE9%2BSuGMW4O2obRm8IqL9JeL3vZJ3a3TwKyiGKsUvFMXif/Q%2Bjeaq0gjLgOdBXfaN72qnFeOh/wLgqNMZa89HyzwPZS6gX2fRAVZuHTmrtyajz%2BKwLhbi965AheJ9wnXIK9IhPhSKQsJnD6E7/iWQc%2BF62aRyzpTwJwFWFNBkejsgZ/R9Jnjn5tyTnCp2WyAAXFWbYxnySql2MjceXIvxQF5LR0avKHxi0PI3Sbn9JeJMpA//L56E2hFfj6LWkj5kVenfLig%2BJ3kfS1AXHmM10of/t9zGmsrlSm6GZciqUn3yNXr4113xPxfuxPqkD3v9gh5cUdQ60oetwV2lUdjLVkbGfa9gPPQG4D3XWXvMK%2BccifwkwIoSruQmZDe9OviXuZ1oy%2BUppQv/QVQ5rL7PHn0V0gevRNElFrFEyZm%2BeRoAt/lib0uHJq6YJcqWt2/YJNRZ/wCQ0e/ZUguArD0fj2iH%2BQI8buK/Weh9mi6MIUNClq/zuGXQS3jM9SK/nmKo/AY49eiTsAxZWextEXXaURI/uh39T2%2BHv0LFQ/y3i0n8%2BC5wZoW9eNyJXZg33kzc8a/DXlaVbSHh05nEf7MwJy9Ft2Cp3A7fZ0WjxzJ4BUp8tbDXC5DR%2B2lcNdtd0LJRzWXH9PnD3lv2SvjjP%2Bl%2B34J50y1o/jmUN%2B3P7Zi%2B9LagupKbYBn4Yrm06oqiSY2Uk%2BxLBvo6NwMocUVc8eUelPlfQxHlPIl5P4aWwSvKrJO5R5dI%2BtDXyr2lowC3A/PmW9Ge%2BwkAa5fZOBoNiljyiiEJBRUqFOxNhpdu/yBFIfGTu32dkrMbD434GDgeY94PdUbPx3HW6RLR9EPl9t%2BPBy0vtoVFbTvFRW/0AEB3/CuyW1wf%2BsoUhYQds323IrMbD8bRaHDIi2tO/Yj5/0YBoPJkk173itDX7c4m%2Ba1%2BaKwnALxPHfv121OCtD76d0S3DFgW1lOdHn3eu2GzLh1N9qWjQs9rrFA8VFk/lriTuwFvlwVXzbYhL6774xOSNt8CgMdYFWvvhWjO/UziljvyxswbsgrFb1uK6CEBVjmwdp%2BHyp4aEGAV1TqlygmwlGIaHFUlGPwzfMWvy37pdajs53HW644znBN9IQodyDF/S8fAl3BXbVri9UWa6esn0f39OQD2S68PqxNwKDymWmT0XYI6O42s1hMjmnZ%2B8d8t9QVXAKoLaGkpjrNed6xdZuMxX0x20%2BERTz9U2c1Hos48g7NuV5z1uhU5r8qeRtKGvMBWbT9fxNwFGX940RdcQZjb9Z8jJKzPW7f27KEiZs5H8ZC47W5fcAV4B6b1HyohSICV3WgQtk734qp%2BGY6GfUNfH%2BAxNyCj90Jw2bG3mhDWsrHCtOspX3AFoHLbQ15We%2Bp7zFvyxizUZBxHbT1B0sZJ3jHz1HFleuEqwicBVjlQ1Npgje1FLZEzSxFBmMOK8fucVxao46Kik6iiN5MZoaEBDPtX%2B26r5e%2Bw7THl9V/K6L0wKp8YBND/7g2oHXW6kNHrqVLpG1YWrQD6n97GlHsLKUew1o0SU2vI6jA18umGSdElhrQfqzxOzB/divbcz3nLakMfy0l/%2BD0Svn4yX6IhjjFnOwv/G4k6Ky%2BgcyWH3pfJ9OXjGI6sD/JNMZ3ctQYyO95dcHqIKvLglIaDa4n//vkLWlaT9jtJG29C5coLsBWNnqT149FkHAPAeuX8iFy4itIjAVa0KKp/Ve4twsLmyRmAMXf8mcwO00q9r1OAUu5Erju6lYTPHgLAbW5AVr5bX866V5Bx5QLcSQ1w1i/4FGbUyOmn5KrVPur6hoUq7tgXvtfUVPxBNsOT8OWFP1UYd/xrErd733CgqHWoPI5ilvDjspOwfgKk/XlB6zbse5X4vcuDf6lE5gGFykb35/YLGLvQS2VPxbxhvG%2BwVlVOkKv/42PfPLZO92JvOSYSWRWlKLY69VRkFxpgKQoJnz2I7q8dgPe2XEmuKKON5uxBzFun5jzCXdX73rn46oEzqdTYW42P7uAKUOUEWIo6ul7VEypN6hHMW27zDv%2BgM5M%2B/PXyzlJUcjToha3TvSHPHzAKd1wC6cPCGOxY8ZD4yd1oz%2BwFwN7hTrLD6NcX9%2Benfu8MvARLv6X50g99mAbhpTl7kMQtea8KsgwIoxXLlY3pw8loLH8BYO3xKM4abQJmybp0NJmXz4hklkUpkQArShR5i8UXYAUZhPS7ZRgPvQmAo173Urv1VB7UtlMkbZoY8GqdmH2EW1FQOTK8n2Pw8X5V1jmSfKNFa7AMeB531fIe/iH6uKo2xzLgBVCFdnPAOwr3BG9rhUpNxoBluKqlhLw%2B066nfS8y59JhZHULfQBWzT%2BHAl8lNfQ1PAXeGRjeMA2VnbeP1ATva5TUcVgGr8RVpUloCysKrL/L9/RnVuuJ2C%2BbhCbtqG8WZ%2B1OWHs9WWHO8RWdHDHRosgWrOB9sAy/vIfpm6eAnBP7oOVR9yLjC6VyWEjacGPee%2Bf6LCq3p8giIX73Et/DCh5jlD3dWBxnJkkfTsh7zVHPJ8J6BUqoD3NUBOlDXwt9ZGtnFkkf3pT32p3uj4T1JKZh/2ric/pdumq2g5ErQn8hc8ZxkjbcGBAIuJMbF5wxYFgB%2BVEvisqRQdKHN/lerJ7RZ3FYfaQMXy2AfW8BkH1xX6zdHwHA6fdKsfQhr8TkBVplJX2wokbhJy%2BV7yQXePL0Hwk8fdjrpee2ZNYAABwCSURBVPPKgnK6Uorfu9L32dbxHrKbjyyXfESC4dB/Me1%2BBgDXRS0KH%2B8sGuX278u5BZXZ7nbsrUIf/kF35EOMP%2BSMwp7UEFewgXRjmUpN5mU3ozv2BRn9luAx1w9tOY8L89Y7iTv9PQCZl92C/bKbQ16t7vfNAf0SrcNXUUUXDzZbMUvmvHR9w/i8AY77LCwiEJA%2BWCHJfWVNzhAsts73h3XOMuxfjXHPcwC4arQmw%2B9tBbbuD%2BM60h77pddH39AzokgSYEWLIq88c4ZpCDKPJ85E%2BtA1eBLrlFLGyli%2BoSayUsbHdJ%2ByuGNfkLDDe9vGnVCH9OGvl%2B0DCCWU8OUj6P/cDoC96QhsV4T%2BYmPtqe8xb5vu7T9nvIj04Wsr5GCIth6PUnxYE8j01ePo/9gKeN/bZwvj9VHaM3v9%2BiUmkz58LSpTjdAWdjtz3tP5K%2BAdiy27eRFPnkofrOLl9oM9lvOu1RajyewwLeTFdX9uJ%2BHzud4/qlyM9aq1AU%2BBu5ObxPQ5sDKr2O310SrYlWBIndxV5B9/KmPA87irh95nI9qpHRbfZ0f9K7H2fDxmr5w1ab/ndQrXJ5E%2B/A08plrlna2QGQ6syXvBct1uZPR9JvRbUNYTmDdPRuXORtEaSR%2B2Bk9Sw1LMbewwHPqvr4XWUacLGf3%2BE/p2tZ3CvOlm73bV6Ekf%2BlpY/RITvngYna%2BPz03FjsWmkhasYgX0g63fE%2BuVob%2B0XXP%2BVxK33ukdNNSQDOPfQzFVL35BERMkwIoWhRyQut83o7KnAaDExaPE5V3ZWLvMjvjo2aEyHHrL9zmcsX6K4/YLQCwDX4jZFg%2BVPQ3zxkl5ncIHvhiVg58WJu7Y5yR85r2qdiVdgmXQy6H373PYMG%2B8GU3mGQAs/f6DK9%2BTUJVV3PGvfI/vu80Xh/eSb2eW95Uptrx3l7r8%2BucUx7DvVYwH1gA5Fy/d5xUfCPi1YCnSglWAypWV1w/2okuxDHwp5CFYVFnnSdo4EbUjA0WtxTZ0BVQLsUO8iAmx%2BetVAQUbpV3lzs67FWC8iOym1%2BDRJ5GVMh53clOywuizEUna1F8wffU4AK4qjXE2DL3Dc3GsPR5F98cnZHacHruvf3DZMW%2B%2BBW3abwBYuz8c9UNI%2BNP8c8g7bEDOcAyWoasKDO5aKI8L89Z/EffPAcA7Xo%2Bj8dBSzG3s0Jz/BfPmW1F5nN7hGIa8GnqfGo8b88dTfX3hbJdPD6svn%2B73j0j43Hsb0lWlURgXL/IUYSjcppqkD10Tej9YVxZJmyblPTjS43Fc9bqWYg5FeZAAK1oUcvLy3mIxkD5kla%2BflbXXgrLMWVDeoK8a6cPXoo6LXAuWo/EQHI2HRCy9Mqd4SNx%2BL7oT3wDe2zDhdF4ubyrrScx%2BV9WWQctxJ4f%2BmHnCZ3Pz%2Bmw1u0bG68mhsp0h6cMJgS2aYbzk2/TlPN/TmPYmw8kMY5wt7ekfMH88La/P1tDVoV%2B8yECjQak8Tt/nsPvBKh7M22YQd%2Bo7ADLb3Iq91Xj5Ma6A5JIkWvifvPK9cd3Sb6l39O9ypnLmdeX19v9YFfpTU5VE/LfPYPj1AwCyG/bH2v3CR/cucw4bCRsm%2Bt5Hl9HraZz1u4e8uHHvSowHvYOPOupeQUafxfKjDHmtFRl/A2DtNT%2BsYS4M%2B1YRv%2B9VAJy1O5LRd0l4wzFsvBmVK8vXZyv0d9cpxP/wQt5fsdqiXAo88XkPFWQMfDGsfrCmXQvQ/7YRgOxGg7F1mxvx/InoIEFztPDv3%2BLXJ8PaZXb5tuio8/oT%2BN8myui7xDv2jvAxHH4Xw%2BF3AXBWv8w7grNaU865Co1K8cB7U9Ce2Q%2BA7fIZZLe4PuTl9Ue3ov/l/wBwJTfBMnhlhRmTrWRyWityh7loPxV7y3EhL637czv6nIDdlXQJ6UNeDbnPlsphJWnjTaizzgJg6fdsWH224r9/HsPP7wCQfXEfXNUvC3nZis7edATqrH9w1rq82BeA%2BzMcegvD4f8B4KzZDkv/pXLrtQKTAKuc%2BDcxA9ibX%2Bf7nN14KLo/P8VZ%2B/Jin/IpTYpaF9DPI6vlODTnfyG76dVkN72q3PIVrXKDK7epFpahr0IEb52WNpUjA37%2BEAB706vDugUF3kFvgZxbUK9Ja0cOlcue11rReAi2LveHtbwhJ2j16JOwDFsd1jhIue8mBbB1noWjybDw1p0TXLkuupSMAS9Ia6Q/nYnMy6eHvVhucOVOqEv64FdAa4x0zkQUkQCrPKjj8PiNhWTtMhvHJf19f3sSapN%2B1Rtlm6cgL%2B3N6LcEV/VWvr/d1VqSPuLtssxVzFG0RtKHro6p4Rj8uWp1uOBbe4o6jvTBr8hwDEE4a7TB0u/ZC2qtUNRaLINXXPBrouyXXkdmh6kXtKzHWN3bZ8tvXCZRMrnvm1RCHbtMxCwJsMqB4%2BI%2B4HagO/E1jno9yGp7W3lnyffEWy5Lv2dja8TxKGHpvyymxiXz71dHUn2sw0K/BZVfRu%2BFuOp0ilDOYpwry/fRbaqFZcirF9xaYb1yPs66oT9hpsl59Q6Ao3ZnMnqFPi5T/oF%2B04esxJNYN%2BR1i%2BJlDHge90WXlnc2RBmQAKuMpQ9%2BBY%2Bppvfz8DJupSqCo8GV6P7aiSupIaljt0v/mRB54qujqHWoPA5sl0/H0WhgeWcpLO5kv7G5xq1D0VUHl6fwBfx4dGY8cQmonVayUm4k%2B9IiRgSvZNzJea1NlqGv%2BY75UCg6Ex59EursdLJajMHecmxY63bU7Yb23M8oWgOWwcvDenedfzBl6bM4rD5bIjiPqQaKWovK48LWeSaOhn3LO0uijKgUJd8liygdP32IRVWV7Ital3dOglJnnCDu%2BFdkNx4KceFdaWu1apKTTaSm2nCF%2BOMcS4orn/bEt6idVhwNesdePxV3NvojG1HqXk7SJSlh16H29I%2BobadxXDIgqste5vuo24H%2Bt424arS5oFt72jP7UFtP5GzX4m8r%2BpfPbT2P7uhWHJf0v6B31%2Bn%2B3I4nLiGqWiNj/RwTd2IXuLJxNriy0HlivYzFKc/yVa9ePq8nkwCrDMmBE5sqevmg4pdRyhfbKnr5oOKXsTIGWPJ8qBBCCCFEhEmAJYQQQggRYRJgCSGEEEJEmARYQgghhBARJgGWEEIIIUSESYAlhBBCCBFhEmAJIYQQQkSYBFhCCCGEEBEmAZYQQgghRIRJgCWEEEIIEWESYAkhhBBCRJgEWEIIIYQQESYBlhBCCCFEhEmAJYQQQggRYRJgCSGEEEJEmARYQgghhBARJgGWEEIIIUSESYAlhBBCCBFhEmAJIYQQQkSYBFhCCCGEEBEmAZYQQgghRIRJgCWEEEIIEWGVJsA6fvw4U6ZMoXPnzvTu3ZuFCxfi8XiCzrtmzRoGDhxI%2B/btGTt2LAcOHCjj3AohhBAillWaAGvatGnUrFmTbdu2sWrVKrZt28bq1asLzLd9%2B3aee%2B45nn76ab766it69%2B7N7bffTmZmZjnkWgghhBCxqFIEWPv37%2Bfnn3/mvvvuIzExkYYNGzJx4kTWrVtXYN5169YxcuRI2rRpg8FgYPLkyQB8%2BumnZZ1tIYQQQsQobXlnoCwcPHiQunXrkpSU5JuWkpLC0aNHsVqtJCQkBMw7ZMgQ399qtZoWLVqwf/9%2Bhg4dGtL6zpw5w9mzZwOmbX9zYwlLIYQQQohwTXv8/nJZb6UIsNLS0jCbzQHTcoOt1NTUgAArLS0tIBDLnTc1NTXk9a1bt45ly5YFTBs7dmy42RZCCCFEjKoUARaAoiilMm8wo0ePpk%2BfPgHTPlu7qURpCiGEECJ2VIoAq2rVqqSlpQVMS0tLQ6VSUbVq1YDpycnJQedt2rRpyOurUaMGNWrUCJiWMj%2BF1FQbLlfwJxdjmVarJjnZJOWLYRW9jFK%2B2FbRywcVv4wVvXzBVIpO7q1ateLkyZOcP3/eN23//v00adIEk8lUYN6DBw/6/na73Rw6dIg2bdqUWX6FEEIIEdsqRYDVsmVLWrduzeLFi7Farfz222%2BsWrXK1y9q0KBB7NmzB/D2lXr//ff58ccfycrK4sUXX0Sn09GrV69yLIEQQgghYkmluEUIsHTpUubOnUu3bt1ISEhgzJgxjBs3DoCjR4/6xrnq2bMn99xzDzNmzODcuXO0bt2a5cuXYzAYyjP7QgghhIghKqWkPbpFyCrqveeKfm%2B9opcPKn4ZpXyxraKXDyp%2BGcuzfNWrJ5bp%2BnJViluEQgghhBBlSQIsIYQQQogIkwBLCCGEECLCJMASQgghhIgwCbCEEEIIISJMAiwhhBBCiAiTAEsIIYQQIsIkwBJCCCGEiDAZaLQMnDlzhnXr1jF69OgCL4GuCKR8sa%2Bil1HKF9sqevmg4pexopcvGGnBKgNnz55l2bJlnD17tryzUiqkfLGvopdRyhfbKnr5oOKXsaKXLxgJsIQQQgghIkwCLCGEEEKICJMASwghhBAiwjSPPPLII%2BWdicrAZDLRqVMnTCZTeWelVEj5Yl9FL6OUL7ZV9PJBxS9jRS9ffvIUoRBCCCFEhMktQiGEEEKICJMASwghhBAiwiTAEkIIIYSIMAmwhBBCCCEiTAIsIYQQQogIkwBLCCGEECLCJMASQgghhIgwCbCEEEIIISJMAiwhhBBCiAiTAKuUHT9%2BnClTptC5c2d69%2B7NwoUL8Xg85Z2tAMePH%2BfOO%2B%2Bkc%2BfOdO3aldmzZ2OxWPj7779p3rw5rVu3Dvj3yiuv%2BJbdtGkTw4cPp127dowcOZIvvvjC953H42HJkiX07duXjh07csstt3Ds2DHf92lpacyYMYOuXbvSvXt35syZg91uj3j5mjdvTqtWrQLK8NhjjwHw9ddfM2rUKNq3b8/QoUNZv359wLJr1qxh4MCBtG/fnrFjx3LgwAHfd9nZ2fz73/%2BmZ8%2BedO7cmbvuuovU1NSA7Vradb979%2B4C9dOqVSuaN2/ON998E7T%2BNm/eHPXl%2B/zzz%2BnatSt33313ge9Kc5/76aefGD9%2BPB06dGDAgAG8%2BuqrIa87UuXbunUrV111Fe3atWPgwIG8/fbbvu%2Bee%2B45WrRoUaBO//nnH6DkdVbc8VDS8r333ntceumlBfK/b98%2BIHbqr6gyPvTQQwXK17JlSx544AEAZs%2BeTcuWLQO%2Bv/zyy6OqjIX9JpR0/aVdv1FHEaXqmmuuUR566CHFYrEoR48eVQYMGKC8%2Buqr5Z2tAMOGDVNmz56tWK1W5eTJk8rIkSOVBx98UDl27JjSrFmzQpc7dOiQ0qpVK2XHjh2K3W5XPvjgA6VNmzbKyZMnFUVRlDVr1ii9e/dWjhw5omRkZCiPPvqoMnz4cMXj8SiKoihTp05VpkyZopw7d045deqUMnr0aOWxxx6LePmaNWumHDt2rMD006dPK23btlXeeecdxW63K19%2B%2BaVy2WWXKfv27VMURVE%2B%2BeQT5fLLL1d%2B/PFHJSsrS3n55ZeVbt26KTabTVEURZk/f74ycuRI5cSJE0pqaqoydepU5bbbbvOlX151/%2BKLLyrTp09Xdu3apfTu3bvQ%2BaK1fMuXL1cGDBigjBkzRpkxY0bAd6W5z2VlZSk9evRQnnvuOcVmsykHDhxQOnXqpGzZsiWkdUeifHv37lVat26tfPzxx4rT6VR27NihpKSkKLt371YURVGWLl2qzJo1q9C0S1JnxR0PkSjfu%2B%2B%2Bq4wfP77QZWOh/oorY35Op1MZOnSosmPHDkVRFGXWrFnK0qVLC50/GspY2G9CSddfmvUbjSTAKkX79u1TWrRooaSlpfmm/fe//1UGDhxYjrkKlJ6ersyePVs5e/asb9rrr7%2BuDBgwoNgAa968ecqdd94ZMO26665TXn75ZUVRFGXo0KHK6tWrfd9lZGQoLVu2VH744Qfl7NmzyqWXXqr89NNPvu937typtG3bVnE4HJEqnqIohQdYK1euVEaMGBEwbcaMGcrcuXMVRVGUKVOmKE8%2B%2BaTvO7fbrXTr1k358MMPFafTqXTo0EHZtm2b7/sjR44ozZs3V06dOlVudX/8%2BHGlU6dOyvHjx4sNsKK1fKtXr1YsFosya9asAj9epbnPbd68WenSpYvicrl83y9cuFC5%2BeabQ1p3JMq3c%2BdOZdmyZQHTrrnmGuXFF19UFKXoAKukdVbc8RCJ8hUXYMVC/RVXxvxWrlyp3Hrrrb6/iwqwoqGMRf0mlHT9pVm/0UhuEZaigwcPUrduXZKSknzTUlJSOHr0KFartRxzlsdsNjN//nyqVavmm3by5Elq1Kjh%2B/v%2B%2B%2B%2Bne/fudOnShcWLF%2BN0OgFv%2BVq2bBmQXsuWLdm/fz92u50jR44EfJ%2BQkMDFF1/M/v37%2Bemnn9BoNDRv3tz3fUpKCpmZmfz%2B%2B%2B8RL%2BfixYvp1asXl19%2BOXPnzsVmsxWa/9zbZPm/V6vVtGjRgv379/PXX3%2BRkZFBSkqK7/vGjRtjMBg4ePBgudX9s88%2By7XXXkudOnUAsNlsvqb%2BHj16sGrVKpSc97tHa/kmTJhAYmJi0O9Kc587ePAgzZs3R6PRBKRd2P7gv%2B5Ila9nz57ceeedvr9dLhdnz56lZs2avmmHDx9mzJgxvtt4ubdgSlpnxR0PkSgfeM8vkyZNomPHjvTt25cPPvgAIGbqL5Qy5rJYLLz00kvMnDkzYPquXbsYMWIE7dq1Y9SoUb48RkMZi/pNKMn6S7t%2Bo5EEWKUoLS0Ns9kcMC335ObfLyKa7N%2B/n7Vr1/Kvf/0LnU5Hu3bt6N%2B/P59%2B%2BinLly9n/fr1vPDCC4C3fP4na/CWLzU1lfT0dBRFKfT7tLQ0EhISUKlUAd9B5LdN27Zt6dq1K1u3bmXdunX8%2BOOPzJs3L2j9VKlSxbf%2BosqXlpYGUGB5s9ns%2B76s6/7vv/9m69atTJo0CfCevJo1a8ZNN93E559/zvz581m2bBnvvvtuTJavuDyXdJ8rbH9IS0vD4/EUue7SsmjRIuLj4xkyZAgAtWrVon79%2Bv/fzt2GNNW/cQD/LnMSWdnsgdBhT4bmcRqklBpq5AokTcgniOi5oFeZkkkvkkiTLFKwmVhBtdSyqJDCKMnKBEUpVprVVohiRaiJoZvO635xs4O75633/78z2%2BL6wF74%2B52z33V5nbNzbbqDgoICNDQ0IDk5GYcOHYLBYLC7ZlOdD1JQKBRYunQpsrKy0NDQgIyMDOTk5KCxsfGPrN%2BNGzcQFhYGf39/cUypVMLPzw%2BXLl3CixcvsHbtWuzZs8dpcxx/TbBnfUfX1xlxg%2BVglk8LXEFLSwv27t2Lo0ePIiIiAosWLUJlZSXi4uLg7u4OlUqFgwcP4u7du%2BI%2BU%2BU32fx0/W6qqqqQnJwMuVyOFStWIDMzEzU1NeIncZNxhfwstFot1Go1Fi5cCODvd3/Xr19HeHg45HI5oqKikJaW5nL1%2B1/XlTrm8S/405UzEeHs2bOoqamBRqOBh4cHACA5ORnFxcXw8/PDrFmzsGvXLgQGBlr9M7oz1swiJiYG5eXlWL16NeRyOeLj4xEXF/efj0lXqR8AmM1maLVa7Ny502r88OHDyMvLw%2BLFi%2BHp6YmsrCzI5XI8efLk/47RUTn%2B85ogxfqOrK%2Bz4QbLgRQKhfiu0qK/vx8ymQwKheI3RTWxuro6HDhwADk5OTYvCOP5%2BPjgx48fICLMnz9/wvwUCgW8vLwwY8aMCee9vb2hUCgwODgIs9lsNQcA3t7eEmZmy9fXF2azecL4%2Bvr6xNpMlp9lm3/O//z5U8xvumtfW1uLjRs3TrqNj48Pvn//DsD18psqZnuPOYVCYfNOv7%2B/X3zeydaW0tjYGLKzs1FXV4eKigosX7580u0tNbW3ZhPlN/58cBRL/H9K/Syam5thMpmsviE4ETc3NyxZskSsobPkONE1wZ71HV1fZ%2BScUf0hBEFAT08Pent7xTGdToeVK1di9uzZvzEya62trTh27BiKioqwbds2cbyxsREajcZqW4PBAB8fH8hkMgiCYPP3b51Oh5CQEHh4eMDf3x/v3r0T5wYGBtDZ2QmVSoXAwEAQEd6/f2%2B179y5c7Fs2TLJcmtra8OZM2esxvR6PeRyOaKjo23if/v2LUJCQgD8Xb/x8ZvNZrS1tSEkJARKpRLz5s2zmv/w4QNMJhMEQZj22re3t6O7uxuRkZHi2KNHj3Dz5k2r7QwGA5RKpcvlZ%2BHIY04QBHR0dGB0dNTmuadaW0p5eXn4%2BPEjKioqxFpZXLx4EY2NjVZjer0eSqXS7poFBwdPej5IoaKiAg8fPpww/j%2BlfhZPnz7FunXrMHPmTHGMiJCfn2%2BVg8lkQmdnJ5RKpdPk%2BG/XBHvWd3R9nRE3WA5kudfJuXPnMDg4CL1ej6tXryI9Pf13hyYaHR3FiRMnkJmZiaioKKu5OXPmoKSkBPfv38fIyAh0Oh0uX74sxp%2BSkoJXr17h2bNnMBqNqK6uxpcvX5CQkAAASE9Px7Vr16DX6zE4OIjCwkLxHj4KhQKbN2/GhQsX0Nvbi69fv6KkpATbt2%2B3ekGyl7e3N6qqqlBWVgaTyYTPnz%2BjqKgIqampSExMRHd3N27fvg2j0Yj6%2BnrU19cjJSVFjP/evXt4/fo1hoaGoNFoIJfLERMTAzc3N6SkpKC0tBQ9PT3o6%2BvD%2BfPnERcXhwULFkx77dva2uDl5QVPT09xzN3dHQUFBXj58iVGRkbQ0NCAO3fuiDG4Un4WjjzmoqOj4enpCY1Gg6GhIbx58wbV1dX/%2BXiXQktLCx48eICysjJ4eXnZzPf39yM3NxcGgwFGoxFXrlxBZ2cnkpKS7K7Z1q1bJz0fpGAymXDq1CnodDqMjIygpqYGz58/R1paGgDXr9947e3t8PX1tRqTyWTo6upCbm4uvn37hl%2B/fqGwsBDu7u7YtGmTU%2BQ42TXB3vUdWV%2Bn5NDvKDLq6emhffv2kUqlooiICCouLhbv%2BeEMmpubadWqVSQIgs2jq6uLHj9%2BTAkJCaRSqSgyMpJKS0vJbDaL%2B9fW1pJaraagoCBKTEykpqYmcW5sbIyKiopo/fr1pFKpaP/%2B/Vb3YxkYGKAjR45QaGgohYWFUW5uLhmNRslzbGpqotTUVAoNDaXw8HDKz8%2Bn4eFhcS4hIYGCgoJIrVbb3FNFq9VSdHQ0CYJA6enp1NHRIc4ZjUY6efIkhYWF0Zo1aygjI4MGBgbE%2BemsfWlpKcXHx9uMV1ZWklqtpuDgYIqNjaVbt245fX6W4y8gIIACAgLEny0cecx1dHRQWloaCYJAMTExpNVqrWKbbG0p8jt%2B/LjVmOWxe/duIiIaHh6m06dP04YNGyg4OJiSkpKotbVVfG57azbV%2BWBvfmNjY1RSUkKxsbEkCAJt2bKF6urqxH1doX5T5WihVqupvLzcZt%2B%2Bvj7Kzs6miIgIUqlUtGPHDvr06ZPT5DjVNcGe9R1dX2cjI3Kh/8JmjDHGGHMB/CdCxhhjjDGJcYPFGGOMMSYxbrAYY4wxxiTGDRZjjDHGmMS4wWKMMcYYkxg3WIwxxhhjEuMGizHGGGNMYtxgMcYYY4xJjBssxhhjjDGJcYPFGGOMMSYxbrAYY4wxxiTGDRZjjDHGmMS4wWKMMcYYk9hfhTZEalwNMIIAAAAASUVORK5CYII%3D\"/>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common5942465272307254868\">\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">61</td>\n",
              "        <td class=\"number\">34433</td>\n",
              "        <td class=\"number\">1.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">62</td>\n",
              "        <td class=\"number\">34234</td>\n",
              "        <td class=\"number\">1.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">60</td>\n",
              "        <td class=\"number\">34120</td>\n",
              "        <td class=\"number\">1.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">59</td>\n",
              "        <td class=\"number\">33674</td>\n",
              "        <td class=\"number\">1.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">63</td>\n",
              "        <td class=\"number\">33592</td>\n",
              "        <td class=\"number\">1.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">64</td>\n",
              "        <td class=\"number\">33313</td>\n",
              "        <td class=\"number\">1.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">65</td>\n",
              "        <td class=\"number\">33273</td>\n",
              "        <td class=\"number\">1.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">58</td>\n",
              "        <td class=\"number\">32865</td>\n",
              "        <td class=\"number\">1.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">57</td>\n",
              "        <td class=\"number\">32765</td>\n",
              "        <td class=\"number\">1.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">66</td>\n",
              "        <td class=\"number\">32647</td>\n",
              "        <td class=\"number\">1.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"other\">\n",
              "        <td class=\"fillremaining\">Other values (973)</td>\n",
              "        <td class=\"number\">2704565</td>\n",
              "        <td class=\"number\">89.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme5942465272307254868\">\n",
              "            <p class=\"h4\">Minimum 5 values</p>\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">1</td>\n",
              "        <td class=\"number\">7</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2</td>\n",
              "        <td class=\"number\">41</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">3</td>\n",
              "        <td class=\"number\">113</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:18%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">4</td>\n",
              "        <td class=\"number\">291</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:45%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">5</td>\n",
              "        <td class=\"number\">643</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "            <p class=\"h4\">Maximum 5 values</p>\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">1378</td>\n",
              "        <td class=\"number\">4</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">1388</td>\n",
              "        <td class=\"number\">1</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:25%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">1510</td>\n",
              "        <td class=\"number\">3</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:75%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">1516</td>\n",
              "        <td class=\"number\">1</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:25%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">1664</td>\n",
              "        <td class=\"number\">2</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "        </div>\n",
              "    </div>\n",
              "</div>\n",
              "</div><div class=\"row variablerow\">\n",
              "    <div class=\"col-md-3 namecol\">\n",
              "        <p class=\"h4 pp-anchor\" id=\"pp_var_CBSERIAL\">CBSERIAL<br/>\n",
              "            <small>Numeric</small>\n",
              "        </p>\n",
              "    </div><div class=\"col-md-6\">\n",
              "    <div class=\"row\">\n",
              "        <div class=\"col-sm-6\">\n",
              "            <table class=\"stats \">\n",
              "                <tr>\n",
              "                    <th>Distinct count</th>\n",
              "                    <td>1243840</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Unique (%)</th>\n",
              "                    <td>40.9%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Missing (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Missing (n)</th>\n",
              "                    <td>0</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Infinite (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Infinite (n)</th>\n",
              "                    <td>0</td>\n",
              "                </tr>\n",
              "            </table>\n",
              "\n",
              "        </div>\n",
              "        <div class=\"col-sm-6\">\n",
              "            <table class=\"stats \">\n",
              "\n",
              "                <tr>\n",
              "                    <th>Mean</th>\n",
              "                    <td>2017000000000</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Minimum</th>\n",
              "                    <td>2017000000001</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Maximum</th>\n",
              "                    <td>2017001385277</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Zeros (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "            </table>\n",
              "        </div>\n",
              "    </div>\n",
              "</div>\n",
              "<div class=\"col-md-3 collapse in\" id=\"minihistogram-48141044704372922\">\n",
              "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAFwUlEQVR4nO3aX0iTbQPH8e/ePf2BQpdkRUEQlAuZhPGIpMUiIt6IbFtlSgeVYrVadOBsSXpQ8RIFBSLZH6IICoIisomkB9JBlNDsoFVSIki5NJIcQpBZ7D16R3ta1zuf5/HxD78P7MDrvu/rum7ly%2B4xLbFYLIaIJPWv8d6AyET223hv4I9%2BP/Zg1NeE/vPvCbnORL6XierP3P9Ysky0R6yp9MeW0ZtogegRS8RAgYgYKBARAwUiYqBARAwUiIiBAhExUCAiBgpExECBiBgoEBEDBSJioEBEDBSIiIECETFQICIGCkTEQIGIGCgQEQMFImKgQEQMFIiIgQIRMVAgIgYKRMRAgYgYKBARAwUiYqBARAwUiIiBAhExUCAiBgpExECBiBgoEBEDBSJioEBEDBSIiIECETFQICIGCkTEQIGIGCgQEQMFImKgQEQMLLFYLDbemxCZqPQOImKgQEQMFIiIgQIRMVAgU0AkEuHgwYPk5%2BdTUFDA0aNHGRoa%2BuX5zc3NbN68mdzcXDweD48ePUo4PjAwQHl5OXa7neHh4fj406dPycnJSXg5HA7sdnvKe/38%2BTN%2Bvx%2B73U53d3fCscHBQQKBAIWFheTn5%2BPz%2Bejr60t57rGgQKaA/fv3k5aWRltbG3fv3qWrq4vTp08nPbezs5NAIIDf76e9vZ3du3fj8/no7%2B8H4PXr12zbtg2bzfbTtXl5eYTD4YSXz%2Bdj48aNKe3zw4cPeDwerFZr0uPV1dUMDAwQDAZpaWlhZGSE6urqFH8LY0OBTDL19fXU19fHfx4aGsLhcFBZWcmsWbNYsGABbrebUCiU9Prbt2/jdDpxOp3MmDGDoqIisrKyuH//PgCfPn3i3LlzFBcX/9%2B9vH//nmvXrnHkyJH42JMnT9ixYwe5ubmsWbOG8%2BfPx48NDg5SVVXFoUOHfporFosxf/58AoEAGRkZ2Gw2SkpK6OjoYDy/iVAgk1xaWhqnTp1i7ty58bG%2Bvj7mzZuX9PyXL1%2BSnZ2dMJadnU04HAZg1apVrFy5MqW16%2Brq2Lp1KwsXLgSgv7%2BfAwcOUFpaSigU4sqVK9y6dYtgMAjA8uXLWb9%2BfdK5LBYLx48fJysrK%2BE%2BMjMzsVgsKe1nLCiQKSYcDnPjxg28Xm/S49FolPT09ISx9PR0BgcHR7VOb28vra2t7NmzJz7W1NTEsmXLcLlcWK1W7HY7JSUlNDY2jvo%2Bent7qaur%2B%2BV9/FN%2BG9fVJSX37t2jtrYWgO/fvwNw%2BfJlAE6ePInL5QKgo6MDr9dLZWUlBQUFv5zv73hkuXnzJhs2bCAzMzM%2B9vbtW8LhMDk5OQlrLVmyZFRzd3d3U15ejtvtZvv27X95r3%2BFApkEXC5XPIL/ff7443N8W1sbVVVV1NbWxs9NZs6cOUSj0YSxaDRKRkbGqPbU0tJCIBBIGJs5cyZOp5OLFy%2BOaq4fPX/%2BnIqKCsrKyti3b9%2BfnufvokesKeDZs2cEAgHq6uqMcQA4HA5evHiRMBYOh1mxYkXK63V2dhKJRCgsLEwYX7x4MW/evEl4h/r48SNfv35Nad6enh727t1LIBCYEHGAApn0vn37Rk1NDX6/n9WrVyc9Z9euXTQ3NwNQXFzM48ePefjwIcPDw9y5c4eenh6KiopSXvPVq1fYbDZmz56dML5p0yai0SgNDQ18%2BfKFd%2B/eUVZWxvXr11Oa98SJExQXF%2BPxeFLey1jTf/NOcqFQiJ07dzJ9%2BvSfjj148IBFixaxbt06KioqKC0tBaC1tZWzZ88SiURYunQpx44dIy8vD4CamhoaGxuJxWKMjIzE5/3xs86lS5cIBoM0NTX9tGZ7eztnzpyhq6uLjIwMtmzZwuHDh7FarTQ0NHDhwoX43NOmTcNiseD1enG73axduzY%2B9qOrV6/G9/dPUyAiBnrEEjFQICIGCkTEQIGIGCgQEQMFImKgQEQMFIiIgQIRMVAgIgb/BaKRziMD2pg6AAAAAElFTkSuQmCC\">\n",
              "\n",
              "</div>\n",
              "<div class=\"col-md-12 text-right\">\n",
              "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives-48141044704372922,#minihistogram-48141044704372922\"\n",
              "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
              "        Toggle details\n",
              "    </a>\n",
              "</div>\n",
              "<div class=\"row collapse col-md-12\" id=\"descriptives-48141044704372922\">\n",
              "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
              "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles-48141044704372922\"\n",
              "                                                  aria-controls=\"quantiles-48141044704372922\" role=\"tab\"\n",
              "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#histogram-48141044704372922\" aria-controls=\"histogram-48141044704372922\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#common-48141044704372922\" aria-controls=\"common-48141044704372922\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#extreme-48141044704372922\" aria-controls=\"extreme-48141044704372922\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
              "\n",
              "    </ul>\n",
              "\n",
              "    <div class=\"tab-content\">\n",
              "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles-48141044704372922\">\n",
              "            <div class=\"col-md-4 col-md-offset-1\">\n",
              "                <p class=\"h4\">Quantile statistics</p>\n",
              "                <table class=\"stats indent\">\n",
              "                    <tr>\n",
              "                        <th>Minimum</th>\n",
              "                        <td>2017000000001</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>5-th percentile</th>\n",
              "                        <td>2017000000000</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Q1</th>\n",
              "                        <td>2017000000000</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Median</th>\n",
              "                        <td>2017000000000</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Q3</th>\n",
              "                        <td>2017000000000</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>95-th percentile</th>\n",
              "                        <td>2017000000000</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Maximum</th>\n",
              "                        <td>2017001385277</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Range</th>\n",
              "                        <td>1385276</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Interquartile range</th>\n",
              "                        <td>693060</td>\n",
              "                    </tr>\n",
              "                </table>\n",
              "            </div>\n",
              "            <div class=\"col-md-4 col-md-offset-2\">\n",
              "                <p class=\"h4\">Descriptive statistics</p>\n",
              "                <table class=\"stats indent\">\n",
              "                    <tr>\n",
              "                        <th>Standard deviation</th>\n",
              "                        <td>400070</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Coef of variation</th>\n",
              "                        <td>1.9835e-07</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Kurtosis</th>\n",
              "                        <td>-1.201</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Mean</th>\n",
              "                        <td>2017000000000</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>MAD</th>\n",
              "                        <td>346510</td>\n",
              "                    </tr>\n",
              "                    <tr class=\"\">\n",
              "                        <th>Skewness</th>\n",
              "                        <td>-0.00089532</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Sum</th>\n",
              "                        <td>6130635283209541640</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Variance</th>\n",
              "                        <td>160060000000</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Memory size</th>\n",
              "                        <td>23.2 MiB</td>\n",
              "                    </tr>\n",
              "                </table>\n",
              "            </div>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram-48141044704372922\">\n",
              "            <img 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06ZNU3R0tKRf7rFasGCBVqxYoeLiYsXExOiZZ55R69atJUmFhYWaMWOGNm/erEaNGumee%2B5RSkqKayz79u3TjBkzlJ6erhYtWmj06NG67777Lmi%2BeXmFF7R%2BdXx9vXX7nG2WbxcAgN/a%2Bsk93X739fVWUFBTORzFF3SJsGXLZhc6tPNSbwHrckPAAgDg7BpawOJraAAAABYjYAEAAFiMgAUAAGAxAhYAAIDFCFgAAAAWI2ABAABYjIAFAABgMQIWAACAxQhYAAAAFiNgAQAAWIyABQAAYDECFgAAgMUIWAAAABYjYAEAAFiMgAUAAGAxAhYAAIDFCFgAAAAWI2ABAABYjIAFAABgMQIWAACAxQhYAAAAFiNgAQAAWIyABQAAYDECFgAAgMUIWAAAABYjYAEAAFiMgAUAAGAxAhYAAIDFCFgAAAAWI2ABAABYjIAFAABgMQIWAACAxQhYAAAAFiNgAQAAWIyABQAAYDECFgAAgMUIWAAAABYjYAEAAFiMgAUAAGCxeg1YWVlZSkxMVExMjGJjY5WSkqKCggJJ0u7du/XAAw%2BoR48eio%2BP11tvveW27rp169S/f39169ZNgwcP1meffeaqVVVVad68ebr11lsVHR2tUaNG6ciRI6660%2BnU5MmTFRsbq169emnatGkqLS111WvqGwAA4FzqNWCNHTtWNptNmzZt0qpVq/TDDz/oxRdfVGlpqcaMGaMbb7xR27Zt07x58/T6669rw4YNkn4JQMnJyZo6daq%2B%2BOILjRw5UhMmTFBOTo4kafny5VqzZo2WLFmizZs3q127dkpMTJQxRpI0ffp0lZSUaO3atXr33XeVmZmpOXPmSFKNfQMAANSk3gJWQUGBIiMjNWXKFDVt2lStW7fWoEGDtGPHDm3ZskXl5eUaN26cmjRpooiICA0dOlSpqamSpJUrVyouLk5xcXHy8/PTgAED1LlzZ61evVqSlJqaqpEjR6pDhw7y9/dXUlKSMjMztXPnTh09elQbN25UUlKSgoOD1apVK40fP17vvvuuysvLa%2BwbAACgJr711bHNZtOsWbPc2rKzsxUSEqKMjAyFhobKx8fHVQsPD9fKlSslSRkZGYqLi3NbNzw8XHa7XaWlpdq/f7/Cw8NdNX9/f11zzTWy2%2B0qLCyUj4%2BPQkNDXfWIiAidOHFCBw4cqLHv2sjNzVVeXp5bm69vE4WEhNR6G7Xh48MtdACAhsHX1/2YduoY56nHunoLWKez2%2B1atmyZFi9erPXr18tms7nVAwMD5XQ6VVVVJafTqYCAALd6QECA9u/fr%2BPHj8sYU23d4XAoMDBQ/v7%2B8vLycqtJksPhkNPpPGff3t417%2BjU1FQtXLjQrS0xMVGTJk2q%2BYUAAOAyFBTUtNp2m%2B3K33gk1rgkAtbXX3%2BtcePGacqUKYqNjdX69eurXe7XoejU/VRnc656TevW1HdNhg8frr59%2B7q1%2Bfo2kcNRXOd%2Bz8VTUz0AAKc7/Rjp4%2BMtm%2B1KFRSUqLKy6ry3e7bgdrHVe8DatGmTHnvsMU2fPl0DBw6UJAUHB%2BvQoUNuyzmdTgUGBsrb21tBQUFyOp1n1IODg13LVFdv3ry5goODVVRUpMrKStdlwFPLnqqfq%2B/aCAkJOeNyYF5eoSoqzv8NAgBAQ3a2Y2RlZZVHHj/r9RTIN998o%2BTkZM2fP98VriQpMjJSe/fuVUVFhavNbrera9eurnp6errbtk7V/fz81KlTJ2VkZLhqBQUFOnz4sLp06aKwsDAZY7Rnzx63dW02m9q3b19j3wAAADWpt4BVUVGhp556SlOnTlWvXr3canFxcfL399fixYtVUlKinTt3Ki0tTQkJCZKkYcOG6fPPP9eWLVtUVlamtLQ0HTp0SAMGDJAkJSQkaOnSpcrMzFRRUZHmzJmjsLAwRUVFKTg4WP369dMrr7yi/Px85eTkaNGiRRoyZIh8fX1r7BsAAKAmXuZ8bkiywI4dO3T//fercePGZ9Q%2B/PBDFRcXa8aMGUpPT1eLFi00evRo3Xfffa5lNmzYoLlz5yorK0sdO3bUtGnTFB0dLemXe6wWLFigFStWqLi4WDExMXrmmWfUunVrSVJhYaFmzJihzZs3q1GjRrrnnnuUkpLiGsu%2BffvO2ff5yMsrvKD1q%2BPr663b52yzfLsAAPzW1k/u6fa7r6%2B3goKayuEovqBLhC1bNrvQoZ2XegtYlxsCFgAAZ9fQAladLxH27dtXCxcuVHZ29sUYDwAAgMerc8C69957tW7dOt122216%2BOGHtWHDBrcbwgEAAC53532JMCMjQ2vXrtX69etVXl6ugQMHasiQIWrfvr3VY2wQuEQIAMDZXfaXCE%2BJiIhQcnKyNm/erCeffFL/%2Bte/dNddd2nUqFH6/vvvrRwjAACARznvgFVeXq5169Zp9OjRSk5OVqtWrfTEE08oLCxMI0eO1Jo1a6wcJwAAgMeo85PcMzMzlZaWpvfee0/FxcXq16%2Bf/v73v6tHjx6uZaKjozVz5kz179/f0sECAAB4gjoHrLvvvlvt27fXmDFjNHDgQAUGBp6xTFxcnPLz8y0ZIAAAgKepc8BaunSpbrjhhhqX27lz53kNCAAAwNPV%2BR6s0NBQjR07Vhs3bnS1/c///I9Gjx59xh9YBgAAuBzVOWDNmjVLhYWF6tixo6utd%2B/eqqqq0uzZsy0dHAAAgCeq8yXCzz77TGvWrFFQUJCrrV27dpozZ47uueceSwcHAADgiep8Bqu0tFR%2Bfn5nbsjbWyUlJZYMCgAAwJPVOWBFR0dr9uzZOn78uKvt559/1tNPP%2B32qAYAAIDLVZ0vET755JP685//rJtuukn%2B/v6qqqpScXGx2rZtq3feeedijBEAAMCj1DlgtW3bVh988IE%2B/fRTHT58WN7e3mrfvr169eolHx%2BfizFGAAAAj1LngCVJjRs31m233Wb1WAAAABqEOgesI0eOaO7cufrhhx9UWlp6Rv2TTz6xZGAAAACe6rzuwcrNzVWvXr3UpEmTizEmAAAAj1bngJWenq5PPvlEwcHBF2M8AAAAHq/Oj2lo3rw5Z64AAADOoc4Ba8yYMVq4cKGMMRdjPAAAAB6vzpcIP/30U33zzTdatWqVrr76anl7u2e0FStWWDY4AAAAT1TngOXv769bbrnlYowFAACgQahzwJo1a9bFGAcAAECDUed7sCTpwIEDWrBggZ544glX27fffmvZoAAAADxZnQPW9u3bNWDAAG3YsEFr166V9MvDRx988EEeMgoAAKDzCFjz5s3TY489pjVr1sjLy0vSL3%2BfcPbs2Vq0aJHlAwQAAPA0dQ5Y%2B/btU0JCgiS5ApYk3XHHHcrMzLRuZAAAAB6qzgGrWbNm1f4NwtzcXDVu3NiSQQEAAHiyOges7t2764UXXlBRUZGr7eDBg0pOTtZNN91k6eAAAAA8UZ0f0/DEE0/oT3/6k2JiYlRZWanu3burpKREnTp10uzZsy/GGAEAADxKnQNW69attXbtWm3dulUHDx7UFVdcofbt26tnz55u92QBAABcruocsCSpUaNGuu2226weCwAAQINQ54DVt2/fc56p4llYAADgclfngHXXXXe5BazKykodPHhQdrtdf/rTnywdHAAAgCeqc8CaOnVqte0fffSR/vOf/1zwgAAAADzdef0twurcdttt%2BuCDD6zaHAAAgMeyLGDt2rVLxhirNgcAAOCx6nyJcMSIEWe0lZSUKDMzU/Hx8ZYMCgAAwJPV%2BQxWu3bt1L59e7efbt26KTk5WS%2B88EKdtrVt2zbFxsYqKSnJrX3VqlW69tprFRUV5fbz/fffS5Kqqqo0b9483XrrrYqOjtaoUaN05MgR1/pOp1OTJ09WbGysevXqpWnTprn9eZ/du3frgQceUI8ePRQfH6%2B33nrLrf9169apf//%2B6tatmwYPHqzPPvusri8TAAC4jNX5DJZVT2t/4403lJaWpmuuuabaenR0tN55551qa8uXL9eaNWv0xhtvqFWrVpo3b54SExP1/vvvy8vLS9OnT9fJkye1du1alZeX69FHH9WcOXP01FNPqbS0VGPGjNGwYcO0ZMkSHTx4UH/%2B85919dVXKz4%2BXrt371ZycrIWLlyoG2%2B8UR999JEmTJigDz/8UK1bt7Zk7gAAoGGrc8B67733ar3swIEDz1rz8/NTWlqann/%2BeZWVldVpDKmpqRo5cqQ6dOggSUpKSlJMTIx27typq6%2B%2BWhs3btS///1vBQcHS5LGjx%2BvRx99VMnJydqyZYvKy8s1btw4%2Bfj4KCIiQkOHDlVqaqri4%2BO1cuVKxcXFKS4uTpI0YMAALVu2TKtXr9YjjzxSp3ECAIDLU50D1rRp01RVVXXGDe1eXl5ubV5eXucMWA8%2B%2BOA5%2B8nOztZDDz2k9PR02Ww2TZo0SX/84x9VWlqq/fv3Kzw83LWsv7%2B/rrnmGtntdhUWFsrHx0ehoaGuekREhE6cOKEDBw4oIyNDoaGh8vHxcdXDw8O1cuVKSVJGRoYrXP26brfbzzneX8vNzVVeXp5bm69vE4WEhNR6G7Xh42PZdxQAAKhXvr7ux7RTxzhPPdbVOWC9%2BeabeuuttzR27FiFhobKGKO9e/fqjTfe0AMPPKCYmJgLHlRwcLDatWunv/zlL%2BrYsaM%2B/vhjPf744woJCdEf/vAHGWMUEBDgtk5AQIAcDocCAwPl7%2B/v9jDUU8s6HA45nU7ZbDa3dQMDA%2BV0OlVVVSWn01nttvfv31/r8aempmrhwoVubYmJiZo0aVKttwEAwOUkKKhpte0225W/8UiscV73YC1ZskStWrVytV1//fVq27atRo0apbVr117woHr37q3evXu7fr/77rv18ccfa9WqVa4HnZ7rkRDn87iIXweyC33cxPDhw9W3b1%2B3Nl/fJnI4ii9ou6fz1FQPAMDpTj9G%2Bvh4y2a7UgUFJaqsrDrv7Z4tuF1sdQ5Yhw4dOuMMjyTZbDZlZWVZMqjqtGnTRunp6QoMDJS3t7ecTqdb3el0qnnz5goODlZRUZEqKytdlwFPLXuqfujQoTPWPbXdoKCgard96n6u2ggJCTnjcmBeXqEqKs7/DQIAQEN2tmNkZWWVRx4/63wKpE2bNpo9e7YcDoerraCgQHPnztXvf/97Swb1z3/%2BU%2BvWrXNry8zMVNu2beXn56dOnTopIyPDrf/Dhw%2BrS5cuCgsLkzFGe/bscdXtdrtsNpvat2%2BvyMhI7d27VxUVFW71rl27SpIiIyOVnp7u1vev6wAAADWpc8B68skntX79esXGxur666/XDTfcoBtvvFGrVq1SSkqKJYM6efKknn32WdntdpWXl2vt2rX69NNPXQ85TUhI0NKlS5WZmamioiLNmTNHYWFhioqKUnBwsPr166dXXnlF%2Bfn5ysnJ0aJFizRkyBD5%2BvoqLi5O/v7%2BWrx4sUpKSrRz506lpaUpISFBkjRs2DB9/vnn2rJli8rKypSWlqZDhw5pwIABlswNAAA0fF7mPG44Kikp0datW5WTkyNjjFq1aqWbb75ZzZo1q/U2oqKiJMl1JsnX95erlXa7XcYYLV68WGlpacrLy9PVV1%2Btxx9/XH369JH0yz1SCxYs0IoVK1RcXKyYmBg988wzrudUFRYWasaMGdq8ebMaNWqke%2B65RykpKWrcuLEkad%2B%2BfZoxY4bS09PVokULjR49Wvfdd59rbBs2bNDcuXOVlZWljh07atq0aYqOjq7ry%2BQmL6/wgtavjq%2Bvt26fs83y7QIA8FtbP7mn2%2B%2B%2Bvt4KCmoqh6P4gi4RtmxZ%2B2xipfMKWJJUXl6unJwctW3b1uoxNUgELAAAzq6hBaw6XyIsLS1VcnKyunXrpjvvvFPSL/dAPfzwwyooKLB8gAAAAJ6mzgHrpZde0u7duzVnzhx5e//f6pWVlZozZ46lgwMAAPBEdQ5YH330kV599VXdcccdrmdH2Ww2zZo1Sxs2bLB8gAAAAJ6mzgGruLhY7dq1O6M9ODhYJ06csGJMAAAAHq3OAev3v/%2B9/vOf/0hyf%2BL5hx9%2BqN/97nfWjQwAAMBD1flJ7vfdd58mTpyoe%2B%2B9V1VVVXr77beVnp6ujz76SNOmTbsYYwQAAPAodQ5Yw4cPl6%2Bvr5YtWyYfHx%2B99tprat%2B%2BvebMmaM77rjjYowRAADAo9Q5YOXn5%2Bvee%2B/VvffeezHGAwAA4PHqfA/WrbfeqvN8NikAAMBloc4BKyYmRuvXr78YYwEAAGgQ6nyJ8KqrrtLzzz%2BvJUuW6Pe//70aNWrkVp87d65lgwMAAPBEdQ5Y%2B/fv1x/%2B8AdJksPhsHxAAAAAnq7WASspKUnz5s3TO%2B%2B846wItbMAAB09SURBVGpbtGiREhMTL8rAAAAAPFWt78HatGnTGW1LliyxdDAAAAANQa0DVnXfHOTbhAAAAGeqdcA69Yeda2oDAAC43NX5MQ0AAAA4NwIWAACAxWr9LcLy8nJNmTKlxjaegwUAAC53tQ5YPXr0UG5ubo1tAAAAl7taB6xfP/8KAAAAZ8c9WAAAABYjYAEAAFiMgAUAAGAxAhYAAIDFCFgAAAAWI2ABAABYjIAFAABgMQIWAACAxQhYAAAAFiNgAQAAWIyABQAAYDECFgAAgMUIWAAAABYjYAEAAFiMgAUAAGAxAhYAAIDFCFgAAAAWI2ABAABYrF4D1rZt2xQbG6ukpKQzauvWrVP//v3VrVs3DR48WJ999pmrVlVVpXnz5unWW29VdHS0Ro0apSNHjrjqTqdTkydPVmxsrHr16qVp06aptLTUVd%2B9e7ceeOAB9ejRQ/Hx8Xrrrbdq3TcAAEBN6i1gvfHGG3ruued0zTXXnFHbvXu3kpOTNXXqVH3xxRcaOXKkJkyYoJycHEnS8uXLtWbNGi1ZskSbN29Wu3btlJiYKGOMJGn69OkqKSnR2rVr9e677yozM1Nz5syRJJWWlmrMmDG68cYbtW3bNs2bN0%2Bvv/66NmzYUKu%2BAQAAalJvAcvPz09paWnVBqyVK1cqLi5OcXFx8vPz04ABA9S5c2etXr1akpSamqqRI0eqQ4cO8vf3V1JSkjIzM7Vz504dPXpUGzduVFJSkoKDg9WqVSuNHz9e7777rsrLy7VlyxaVl5dr3LhxatKkiSIiIjR06FClpqbWqm8AAICa%2BNZXxw8%2B%2BOBZaxkZGYqLi3NrCw8Pl91uV2lpqfbv36/w8HBXzd/fX9dcc43sdrsKCwvl4%2BOj0NBQVz0iIkInTpzQgQMHlJGRodDQUPn4%2BLhte%2BXKlTX2XVu5ubnKy8tza/P1baKQkJBab6M2fHy4hQ4A0DD4%2Brof004d4zz1WFdvAetcnE6nAgIC3NoCAgK0f/9%2BHT9%2BXMaYausOh0OBgYHy9/eXl5eXW02SHA6HnE6nbDab27qBgYFyOp2qqqo6Z9%2B1lZqaqoULF7q1JSYmatKkSbXeBgAAl5OgoKbVtttsV/7GI7HGJRmwJLnupzqfek3rVufXgex81v%2B14cOHq2/fvm5tvr5N5HAUX9B2T%2BepqR4AgNOdfoz08fGWzXalCgpKVFlZdd7bPVtwu9guyYAVFBQkp9Pp1uZ0OhUcHKzAwEB5e3tXW2/evLmCg4NVVFSkyspK12XAU8ueqh86dOiMdU9t91x911ZISMgZlwPz8gpVUXH%2BbxAAABqysx0jKyurPPL4eUmeAomMjFR6erpbm91uV9euXeXn56dOnTopIyPDVSsoKNDhw4fVpUsXhYWFyRijPXv2uK1rs9nUvn17RUZGau/evaqoqDhj2zX1DQAAUBuXZMAaNmyYPv/8c23ZskVlZWVKS0vToUOHNGDAAElSQkKCli5dqszMTBUVFWnOnDkKCwtTVFSUgoOD1a9fP73yyivKz89XTk6OFi1apCFDhsjX11dxcXHy9/fX4sWLVVJSop07dyotLU0JCQm16hsAAKAmXuZCbzg6T1FRUZLkOpPk6/vL1cpT39bbsGGD5s6dq6ysLHXs2FHTpk1TdHS0pF/ukVqwYIFWrFih4uJixcTE6JlnnlHr1q0lSYWFhZoxY4Y2b96sRo0a6Z577lFKSooaN24sSdq3b59mzJih9PR0tWjRQqNHj9Z9993nGtu5%2Bj5feXmFF7R%2BdXx9vXX7nG2WbxcAgN/a%2Bsk93X739fVWUFBTORzFF3SJsGXLZhc6tPNSbwHrckPAAgDg7BpawLokLxECAAB4MgIWAACAxQhYAAAAFiNgAQAAWIyABQAAYDECFgAAgMUIWAAAABYjYAEAAFiMgAUAAGAxAhYAAIDFCFgAAAAWI2ABAABYjIAFAABgMQIWAACAxQhYAAAAFiNgAQAAWIyABQAAYDECFgAAgMUIWAAAABYjYAEAAFiMgAUAAGAxAhYAAIDFCFgAAAAWI2ABAABYjIAFAABgMQIWAACAxQhYAAAAFiNgAQAAWIyABQAAYDECFgAAgMUIWAAAABYjYAEAAFiMgAUAAGAxAhYAAIDFCFgAAAAWI2ABAABYjIAFAABgMQIWAACAxQhYAAAAFrtkA1ZoaKgiIyMVFRXl%2Bnn22WclSdu3b9eQIUPUvXt33X333Vq9erXbukuXLlW/fv3UvXt3JSQkKD093VUrKyvTX//6V91yyy2KiYnRpEmT5HA4XPWsrCw98sgjiomJUZ8%2BffTSSy%2Bpqqrqt5k0AABoEHzrewDn8uGHH%2Brqq692a8vNzdX48eM1bdo09e/fX19//bXGjRun9u3bKyoqSps2bdKCBQv05ptvKjQ0VEuXLtXYsWO1YcMGNWnSRPPmzVNGRoZSU1N15ZVXavr06XriiSf02muvSZImTpyoiIgIbdy4UceOHdOYMWPUokULPfTQQ/XxEgAAAA90yZ7BOps1a9aoXbt2GjJkiPz8/BQbG6u%2Bfftq5cqVkqTU1FQNHjxYXbt21RVXXKGHH35YkrR582ZVVFQoLS1N48eP11VXXaXAwEBNnjxZW7Zs0c8//yy73a49e/Zo6tSpatasmdq1a6eRI0cqNTW1PqcMAAA8zCV9Bmvu3Ln69ttvVVRUpDvvvFMpKSnKyMhQeHi423Lh4eFav369JCkjI0N33XWXq%2Bbt7a2wsDDZ7XaFhYWpsLBQERERrnqHDh10xRVXKCMjQ7m5uWrTpo0CAgJc9YiICB08eFBFRUXy9/ev1bhzc3OVl5fn1ubr20QhISF1fg3OxcfH4/IxAADV8vV1P6adOsZ56rHukg1Y1113nWJjY/Xiiy/qyJEjmjx5sp5%2B%2Bmk5nU61atXKbdnAwEDXfVROp9MtIElSQECAHA6HnE6nJMlms7nVbTabq3567dS2HA5HrQNWamqqFi5c6NaWmJioSZMm1Wp9AAAuN0FBTattt9mu/I1HYo1LNmD9%2BrJchw4dNHXqVI0bN049evSocV1jzHnXa1q3NoYPH66%2Bffu6tfn6NpHDUXzB2/41T031AACc7vRjpI%2BPt2y2K1VQUKLKyvP/stnZgtvFdskGrNNdffXVqqyslLe3t%2BtM1CkOh0PBwcGSpKCgoDPqTqdTnTp1ci3jdDrVtOn/veDHjx9X8%2BbNVVlZWe26Xl5ernVrIyQk5IzLgXl5haqo4NuIAABU52zHyMrKKo88fl6Sp0B27dql2bNnu7VlZmaqcePGiouLc3vsgiSlp6era9eukqTIyEhlZGS4apWVldq1a5e6du2qtm3bKiAgwK2%2Bb98%2BnTx5UpGRkYqMjFR2drby8/Nddbvdro4dO7oFMgAAgHO5JANW8%2BbNlZqaqiVLlujkyZM6ePCg5s%2Bfr%2BHDh%2BuPf/yjsrKytHLlSpWVlWnr1q3aunWrhg0bJklKSEjQe%2B%2B9p%2B%2B%2B%2B04lJSVavHixGjdurN69e8vHx0fDhg3Ta6%2B9puzsbDkcDr388su6/fbb1aJFC4WHhysqKkpz585VUVGRMjMz9fbbbyshIaGeXxEAAOBJvIwVNx1dBF999ZXmzp2rvXv3qnHjxho0aJCSkpLk5%2Benr776Ss8995wyMzPVpk0bTZkyRfHx8a51//GPf2jJkiU6duyYoqKiNHPmTHXu3FmSdPLkSc2aNUsffPCBKioq1KdPH82cOVPNmjWTJOXk5Gj69On68ssv5e/vrxEjRmjChAny8vK6oPnk5RVe0PrV8fX11u1ztlm%2BXQAAfmvrJ/d0%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%2Bt7aAAAwENwBus0GRkZatOmjQICAlxtEREROnjwoIqKiuTv71/jNnJzc5WXl%2BfW5uvbRCEhIZaO1ceHfAwAaBh8fd2PaaeOcZ56rCNgncbpdMpms7m1nQpbDoejVgErNTVVCxcudGubMGGCJk6caN1A9UuQ%2B1PrHzR8%2BHDLw9ulLjc3V6mpqcyduV82mDtzvxzn/ve/v%2Bmxc/fMWHiRGWMuaP3hw4dr1apVbj/Dhw%2B3aHT/Jy8vTwsXLjzjbNnlgLkz98sNc2fulxtPnztnsE4THBwsp9Pp1uZ0OuXl5aXg4OBabSMkJMQj0zYAALAGZ7BOExkZqezsbOXn57va7Ha7OnbsqKZNm9bjyAAAgKcgYJ0mPDxcUVFRmjt3roqKipSZmam3335bCQkJ9T00AADgIXxmzpw5s74Hcam5%2BeabtXbtWj377LP64IMPNGTIEI0aNUpeXl71PbQzNG3aVDfccMNleXaNuTP3yw1zZ%2B6XG0%2Beu5e50Du6AQAA4IZLhAAAABYjYAEAAFiMgAUAAGAxAhYAAIDFCFgAAAAWI2ABAABYjIAFAABgMQIWAACAxQhYAAAAFiNgeaCsrCw98sgjiomJUZ8%2BffTSSy%2Bpqqqqvod1VllZWUpMTFRMTIxiY2OVkpKigoICSdLu3bv1wAMPqEePHoqPj9dbb73ltu66devUv39/devWTYMHD9Znn33mqlVVVWnevHm69dZbFR0drVGjRunIkSOuutPp1OTJkxUbG6tevXpp2rRpKi0tddVr6ttqL7zwgkJDQ12/b9%2B%2BXUOGDFH37t119913a/Xq1W7LL126VP369VP37t2VkJCg9PR0V62srEx//etfdcsttygmJkaTJk2Sw%2BFw1Wt6j9TUt1UWL16sXr166brrrtPIkSP1448/XhZz37Vrlx588EFdf/316tmzp6ZOner6A/INce7btm1TbGyskpKSzqjV52f4Qvq2Yu4bNmzQgAED1K1bN/Xr10//%2Bte/3Or1ua/P1bcVcz%2BluLhYvXv3VkpKiqutIez3WjHwOIMGDTJPPfWUKSgoMAcPHjTx8fHmrbfequ9hndU999xjUlJSTFFRkcnOzjaDBw82Tz75pCkpKTE333yzWbBggSkuLjbp6enmhhtuMB999JExxphdu3aZyMhIs2XLFlNaWmref/9907VrV5OdnW2MMWbp0qWmT58%2BZv/%2B/aawsNA888wzpn///qaqqsoYY8yECRPMI488Yo4dO2ZycnLM8OHDzbPPPmuMMTX2bbVdu3aZG264wXTu3NkYY8zPP/9srrvuOrNy5UpTWlpq/vd//9d06dLFfP/998YYYz755BNz/fXXm%2B%2B%2B%2B86UlJSY119/3fTs2dMUFxcbY4yZNWuWGTx4sPnpp5%2BMw%2BEwEyZMMGPGjHH1d673SE19W2XZsmXmjjvuMJmZmaawsNA8%2B%2Byz5tlnn23wcy8vLzc9e/Y0c%2BfONWVlZSY/P9889NBDZuLEiQ1y7kuWLDHx8fFmxIgRZvLkyW61%2BvwMX2jfFzr3nTt3mqioKPPxxx%2Bb8vJys2XLFhMREWG%2B%2BuorY0z97uua%2Br7Quf/arFmzTI8ePUxycrKrzdP3e20RsDzM999/b8LCwozT6XS1/eMf/zD9%2BvWrx1Gd3fHjx01KSorJy8tztb3zzjsmPj7erF%2B/3tx4442moqLCVXvppZfMn//8Z2OMMU8//bRJTEx0297QoUPN66%2B/bowx5u677zZ///vfXbXCwkITHh5uvv32W5OXl2euvfZas3v3bld969at5rrrrjMnT56ssW8rVVZWmqFDh5r//u//dgWsN9980wwcONBtucmTJ5vp06cbY4x55JFHzAsvvOC2jZ49e5q1a9ea8vJy06NHD7Nx40ZXff/%2B/SY0NNTk5OTU%2BB6pqW%2Br9O3bt9rA2tDn/tNPP5nOnTub/fv3u43htttua5Bz//vf/24KCgpMcnLyGQfa%2BvwMX0jfVsx969atZuHChW5tgwYNMosXLzbG1O%2B%2BPlffVsz9lN27d5uePXua5557zi1gefp%2Bry0uEXqYjIwMtWnTRgEBAa62iIgIHTx4UEVFRfU4surZbDbNmjVLLVq0cLVlZ2crJCREGRkZCg0NlY%2BPj6sWHh7uOlWdkZGh8PBwt%2B2Fh4fLbrertLRU%2B/fvd6v7%2B/vrmmuukd1u1%2B7du%2BXj4%2BN2SS4iIkInTpzQgQMHauzbSitWrJCfn5/69%2B/vajvb3M42d29vb4WFhclut%2Bvw4cMqLCxURESEq96hQwddccUVysjIqPE9UlPfVvj555/1448/6vjx47rrrrtclzjy8/Mb/NxbtWqlsLAwpaamqri4WMeOHdOGDRvUu3fvBjn3Bx98UM2aNau2Vp%2Bf4Qvp24q533LLLUpMTHT9XlFRoby8PLVq1ara8f2W%2B/pcfVsxd0kyxmjmzJlKSkqSzWZztTeE/V5bBCwP43Q63d6sklwfsl9fn79U2e12LVu2TOPGjat2LoGBgXI6naqqqpLT6XT7B0T6Za4Oh0PHjx%2BXMeasdafTKX9/f3l5ebnVJLnq5%2BrbKkePHtWCBQs0Y8YMt/az9X9qH55r7k6nU5LOWN9ms511brWZu5Xvn5ycHEnShx9%2BqLffflvvv/%2B%2BcnJy9NRTTzX4uXt7e2vBggX65JNP1L17d8XGxqqiokJTpkxp8HM/XX1%2Bhi%2Bk74thzpw5atKkie666y5J9buvz9W3VVJTU%2BXl5aXBgwe7tV9O%2B52A5YGMMfU9hPPy9ddfa9SoUZoyZYpiY2PPutyvP1g1zfVc9fN5nX7dtxVmzZqlwYMHq2PHjnVe97eeu5VO9f/www%2BrVatWat26tSZOnKhNmzbVaf3zqdf33E%2BePKmxY8fqjjvu0I4dO/Tpp5%2BqWbNmmjp1aq3W9%2BS5V6c%2BP8MX0rdVjDF66aWXtHbtWi1evFh%2Bfn617v9i7uuLOfdjx45p/vz5mjlz5ln/TW3o%2B10iYHmc4OBg1/9uTnE6nfLy8lJwcHA9japmmzZt0iOPPKInn3xSDz74oKRf5nL6/xqcTqcCAwPl7e2toKCgaucaHBzsWqa6evPmzRUcHKyioiJVVla61SS56ufq2wrbt2/Xt99%2B63aZ4JTq5uZwOFz78FxzP7XM6fXjx4%2B75nau90hNfVvh1CXhX/9Ps02bNjLGqLy8vEHPffv27frxxx/1l7/8Rc2aNVOrVq00adIkffzxx9W%2BZxvS3E9Xn5/hC%2BnbKlVVVUpJSdGmTZv0z3/%2BU3/4wx9ctfrc1%2Bfq2wqzZ8/WwIED3S7znXI57PdTCFgeJjIyUtnZ2a6vfEu/XHbr2LGjmjZtWo8jO7tvvvlGycnJmj9/vgYOHOhqj4yM1N69e1VRUeFqs9vt6tq1q6t%2B%2Bv0hp%2Bp%2Bfn7q1KmTMjIyXLWCggIdPnxYXbp0UVhYmIwx2rNnj9u6NptN7du3r7FvK6xevVrHjh1Tnz59FBMT4zpVHhMTo86dO58xt/T0dLe5/3pulZWV2rVrl7p27aq2bdsqICDArb5v3z6dPHlSkZGRNb5HoqKiztm3FVq3bi1/f3/t3r3b1ZaVlaVGjRopLi6uQc%2B9srJSVVVVbv9LPnnypCQpNja2Qc/9dPX5Gb6Qvq3ywgsv6IcfftA///lPtW3b1q1Wn/v6XH1bYfXq1UpLS1NMTIxiYmL05ptv6oMPPlBMTMxlsd9dLL9tHhfd0KFDzZNPPmkKCwvN/v37Td%2B%2Bfc2yZcvqe1jVKi8vN3feeadZsWLFGbWysjLTp08f8%2Bqrr5oTJ06Y7777zlx//fVm8%2BbNxhhj9u7da6KioszmzZtNaWmpWblypenWrZvJzc01xvzyrZnevXu7vm47ffp0c%2B%2B997q2P3nyZPPwww%2BbY8eOmezsbHPvvfea2bNn16pvKzidTpOdne36%2Bfbbb03nzp1Ndna2ycrKMt26dTP/%2Bte/TGlpqdmyZYvp0qWL65szW7duNT169DDffvutOXHihFmwYIGJi4szJSUlxphfvjUzaNAg89NPP5n8/HwzZswYM3HiRFff53qPHD169Jx9W%2BWFF14wt956qzl06JA5evSoGT58uElJSamxf0%2Bfe35%2BvrnhhhvMyy%2B/bE6cOGHy8/PN2LFjzf3339%2Bg517dt8nq8zN8oX1f6Nx37NhhoqOj3b5B/Wv1ua9r6vtC5/7rf/eys7PNCy%2B8YCZNmuR6VEJD2e81IWB5oOzsbPPwww%2BbLl26mNjYWPPqq69elGd4WOGrr74ynTt3NpGRkWf8/Pjjj2bv3r1mxIgRJjIy0vTu3dssX77cbf2PPvrIxMfHm4iICPPHP/7RfPnll65aVVWVmT9/vrnppptMly5dzOjRo10fYGOMKSgoMElJSea6664z0dHR5umnnzZlZWWuek19W%2B3IkSOuxzQYY8yXX35pBgwYYCIiIkx8fPwZjzRYvny5iYuLM5GRkSYhIcHs3bvXVSsrKzMzZ8400dHRplu3buYvf/mLKSgocNVreo/U1LcVfj3G6667ziQnJ5uioqLLYu52u9088MAD5vrrrzexsbFm8uTJJicnp0HO/dTn%2BdprrzXXXnut6/dT6vMzfCF9X%2Bjcn3jiCbe2Uz8PPfSQa/363Nfn6vtC5366V1991e0xDZ6%2B32vLy5hL8K5IAAAAD8Y9WAAAABYjYAEAAFiMgAUAAGAxAhYAAIDFCFgAAAAWI2ABAABYjIAFAABgMQIWAACXqaysLCUmJiomJkaxsbFKSUlRQUHBWZdft26d%2Bvfvr27dumnw4MH67LPP3OpHjx7VqFGjFBoaqrKyMlf7V199paioKLefyMjIav9e4dkUFxdr6tSpCg0NVWZmplvN4XAoOTlZPXv2VExMjCZMmKDs7Oxab/tiIGABAHCZGjt2rGw2mzZt2qRVq1bphx9%2B0Isvvljtsrt371ZycrKmTp2qL774QiNHjtSECROUk5MjSdq7d6%2BGDBmiwMDAM9aNjo6W3W53%2B5kwYYLuvPPOWo3z559/1uDBg%2BXj41Nt/YknntDRo0e1Zs0affTRRyovL9cTTzxRy1fh4iBgAQBwGViwYIEWLFjg%2Br2goECRkZGaMmWKmjZtqtatW2vQoEHasWNHteuvXLlScXFxiouLk5%2BfnwYMGKDOnTtr9erVkqT8/Hy9/PLLGjZsWI1j%2Bemnn/T222/r8ccfd7Vt375dw4cPV7du3XTzzTdr0aJFrprD4dBjjz2miRMnnrEtY4xatWql5ORkBQcHKzAwUCNGjNDXX3%2Bt%2BvxjNQQsAAAuQzabTbNmzVKLFi1cbdnZ2QoJCal2%2BYyMDIWHh7u1hYeHy263S5Juuukmde/evVZ9z58/X/fee69%2B97vfSZJycnI0fvx4JSQkaMeOHXrzzTe1YsUKrVmzRpJ07bXX6rbbbqt2W15eXnr66afVuXNnt3m0bNlSXl5etRrPxUDAAgAAstvtWrZsmcaNG1dt3el0KiAgwK0tICBADoejTv38%2BOOP2rBhgx566CFX29q1a9WpUycNHDhQPj4%2BCg0N1YgRI/T%2B%2B%2B/XeR4//vij5s%2Bff9Z5/FZ867V3AABw0bz33nuaPn26JKmyslKStGTJEknSs88%2Bq4EDB0qSvv76a40bN05TpkxRbGzsWbdnxSW35cuXKz4%2BXi1btnS1HT58WHa7XVFRUW59tW/fvk7bzszM1KhRozRo0CANHTr0gsd6If4/fGBU4Fkgd%2BQAAAAASUVORK5CYII%3D\"/>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common-48141044704372922\">\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">2017000685130</td>\n",
              "        <td class=\"number\">20</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2017001117006</td>\n",
              "        <td class=\"number\">20</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2017001288500</td>\n",
              "        <td class=\"number\">20</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2017000332389</td>\n",
              "        <td class=\"number\">20</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2017000403590</td>\n",
              "        <td class=\"number\">20</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2017000494462</td>\n",
              "        <td class=\"number\">20</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2017000214851</td>\n",
              "        <td class=\"number\">20</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2017000210543</td>\n",
              "        <td class=\"number\">20</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2017000256546</td>\n",
              "        <td class=\"number\">20</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2017000299420</td>\n",
              "        <td class=\"number\">20</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"other\">\n",
              "        <td class=\"fillremaining\">Other values (1243830)</td>\n",
              "        <td class=\"number\">3039281</td>\n",
              "        <td class=\"number\">100.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme-48141044704372922\">\n",
              "            <p class=\"h4\">Minimum 5 values</p>\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">2017000000001</td>\n",
              "        <td class=\"number\">4</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:80%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2017000000003</td>\n",
              "        <td class=\"number\">1</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:20%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2017000000004</td>\n",
              "        <td class=\"number\">2</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:40%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2017000000005</td>\n",
              "        <td class=\"number\">5</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2017000000006</td>\n",
              "        <td class=\"number\">1</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:20%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "            <p class=\"h4\">Maximum 5 values</p>\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">2017001385273</td>\n",
              "        <td class=\"number\">6</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2017001385274</td>\n",
              "        <td class=\"number\">2</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:34%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2017001385275</td>\n",
              "        <td class=\"number\">1</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:17%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2017001385276</td>\n",
              "        <td class=\"number\">3</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2017001385277</td>\n",
              "        <td class=\"number\">1</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:17%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "        </div>\n",
              "    </div>\n",
              "</div>\n",
              "</div><div class=\"row variablerow\">\n",
              "    <div class=\"col-md-3 namecol\">\n",
              "        <p class=\"h4 pp-anchor\" id=\"pp_var_HHINCOME\">HHINCOME<br/>\n",
              "            <small>Numeric</small>\n",
              "        </p>\n",
              "    </div><div class=\"col-md-6\">\n",
              "    <div class=\"row\">\n",
              "        <div class=\"col-sm-6\">\n",
              "            <table class=\"stats \">\n",
              "                <tr>\n",
              "                    <th>Distinct count</th>\n",
              "                    <td>29234</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Unique (%)</th>\n",
              "                    <td>1.0%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Missing (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Missing (n)</th>\n",
              "                    <td>0</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Infinite (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Infinite (n)</th>\n",
              "                    <td>0</td>\n",
              "                </tr>\n",
              "            </table>\n",
              "\n",
              "        </div>\n",
              "        <div class=\"col-sm-6\">\n",
              "            <table class=\"stats \">\n",
              "\n",
              "                <tr>\n",
              "                    <th>Mean</th>\n",
              "                    <td>98595</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Minimum</th>\n",
              "                    <td>-16200</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Maximum</th>\n",
              "                    <td>3209000</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Zeros (%)</th>\n",
              "                    <td>0.9%</td>\n",
              "                </tr>\n",
              "            </table>\n",
              "        </div>\n",
              "    </div>\n",
              "</div>\n",
              "<div class=\"col-md-3 collapse in\" id=\"minihistogram-5370046788012421996\">\n",
              "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAABCUlEQVR4nO3VwQkCURAFQRVDMghz8mxOBrE5jXeRBsHli1TdB96lmePMzAF467R6APyy8%2BoBry63x8c32/26wxLwQSAJBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBMJ59YBvuNweH99s9%2BsOS/g3PgiE48zM6hHwq3wQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCE/Hig6RWxPmzQAAAABJRU5ErkJggg%3D%3D\">\n",
              "\n",
              "</div>\n",
              "<div class=\"col-md-12 text-right\">\n",
              "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives-5370046788012421996,#minihistogram-5370046788012421996\"\n",
              "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
              "        Toggle details\n",
              "    </a>\n",
              "</div>\n",
              "<div class=\"row collapse col-md-12\" id=\"descriptives-5370046788012421996\">\n",
              "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
              "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles-5370046788012421996\"\n",
              "                                                  aria-controls=\"quantiles-5370046788012421996\" role=\"tab\"\n",
              "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#histogram-5370046788012421996\" aria-controls=\"histogram-5370046788012421996\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#common-5370046788012421996\" aria-controls=\"common-5370046788012421996\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#extreme-5370046788012421996\" aria-controls=\"extreme-5370046788012421996\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
              "\n",
              "    </ul>\n",
              "\n",
              "    <div class=\"tab-content\">\n",
              "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles-5370046788012421996\">\n",
              "            <div class=\"col-md-4 col-md-offset-1\">\n",
              "                <p class=\"h4\">Quantile statistics</p>\n",
              "                <table class=\"stats indent\">\n",
              "                    <tr>\n",
              "                        <th>Minimum</th>\n",
              "                        <td>-16200</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>5-th percentile</th>\n",
              "                        <td>11400</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Q1</th>\n",
              "                        <td>39200</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Median</th>\n",
              "                        <td>73000</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Q3</th>\n",
              "                        <td>122500</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>95-th percentile</th>\n",
              "                        <td>266000</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Maximum</th>\n",
              "                        <td>3209000</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Range</th>\n",
              "                        <td>3225200</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Interquartile range</th>\n",
              "                        <td>83300</td>\n",
              "                    </tr>\n",
              "                </table>\n",
              "            </div>\n",
              "            <div class=\"col-md-4 col-md-offset-2\">\n",
              "                <p class=\"h4\">Descriptive statistics</p>\n",
              "                <table class=\"stats indent\">\n",
              "                    <tr>\n",
              "                        <th>Standard deviation</th>\n",
              "                        <td>100830</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Coef of variation</th>\n",
              "                        <td>1.0227</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Kurtosis</th>\n",
              "                        <td>22.169</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Mean</th>\n",
              "                        <td>98595</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>MAD</th>\n",
              "                        <td>63850</td>\n",
              "                    </tr>\n",
              "                    <tr class=\"\">\n",
              "                        <th>Skewness</th>\n",
              "                        <td>3.5355</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Sum</th>\n",
              "                        <td>299676696644</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Variance</th>\n",
              "                        <td>10167000000</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Memory size</th>\n",
              "                        <td>23.2 MiB</td>\n",
              "                    </tr>\n",
              "                </table>\n",
              "            </div>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram-5370046788012421996\">\n",
              "            <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAlgAAAGQCAYAAAByNR6YAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nO3deXhU5cH%2B8TsLiUKYJAMG%2B0ZqKEskmYRNCEZqWARUhCqyxaJFERGCmBQUlCK4tOALFC3wItFqRa1GliogCqUsdaF1qzAJixLgB80LJsIMWUggy/n9wcvEIwNJyZkJCd/PdXFxcZ4553nOfcV4Z86ZkwDDMAwBAADAMoH1vQAAAIDGhoIFAABgMQoWAACAxShYAAAAFqNgAQAAWIyCBQAAYDEKFgAAgMUoWAAAABajYAEAAFiMggUAAGAxChYAAIDFKFgAAAAWo2ABAABYjIIFAABgMQoWAACAxShYAAAAFqNgAQAAWIyCBQAAYDEKFgAAgMUoWAAAABajYAEAAFiMggUAAGAxChYAAIDFKFgAAAAWo2ABAABYjIIFAABgMQoWAACAxShYAAAAFqNgAQAAWIyCBQAAYDEKFgAAgMUoWAAAABajYAEAAFiMggUAAGAxChYAAIDFKFgAAAAWo2ABAABYjIIFAABgMQoWAACAxYLrewGXi4KCIp8dOzAwQHZ7Mx0/XqKqKsNn8zQU5FGNLMzIw4w8qpGFWWPK46qrmtfLvLyD1QgEBgYoICBAgYEB9b2USwJ5VCMLM/IwI49qZGFGHnVHwQIAALCYTwvWnj179Ktf/UrdunVTcnKy0tPTVVBQIEnavn27hg0bpq5du2rQoEFas2aNad/ly5dr4MCB6tq1q1JTU5Wdne0ZO3XqlJ588knddNNNSkpK0uTJk%2BVyuTzjeXl5evDBB5WUlKQ%2Bffpo3rx5qqqq8ozXZW4AAICa%2BKxgnT59Wvfff7969Oih7du3a926dTp27Jhmz56t/Px8TZw4UaNGjdL27ds1Y8YMzZw5U06nU5K0efNmLVq0SP/93/%2BtTz/9VH369NFDDz2kkydPSpIWLlyonJwcZWVlacOGDTIMQ48//rhn7ocfflitWrXSpk2b9Oqrr2rTpk167bXXJKnOcwMAANTEZwWrtLRUGRkZGj9%2BvEJCQmS329W/f399%2B%2B23Wrt2rWJiYjRs2DCFhoYqOTlZffv21YoVKyRJWVlZGjp0qDp16qQrrrhCDzzwgCRpy5Ytqqio0MqVKzVx4kT95Cc/UUREhNLT07V161Z99913cjqd2rNnj6ZOnarmzZsrJiZGY8aMUVZWliTVaW4AAIDa8NmnCMPDwzV8%2BHDPv/fv36%2B//OUvuvXWW5WTk6O4uDjT6%2BPi4vTBBx9IknJycnTbbbd5xgIDA9WxY0c5nU517NhRRUVFio%2BP94y3bdtWV1xxhXJycpSfn6/o6GiFh4d7xuPj43XgwAEVFxfXae5BgwbV6tzz8/M9l0LPCg5uqqioqFrt/58KCgo0/X25I49qZGFGHmbkUY0szMij7nz%2BmIa8vDwNHDhQFRUVGjFihCZPnqxx48apVatWptdFRER47qNyu92mgiSdKWwul0tut1uSZLPZTOM2m80z/uOxs8c6O36xc9dWVlaWFi9ebNqWlpamyZMn1/oYF8Nmu9Knx29oyKMaWZiRhxl5VCMLM/K4eD4vWNHR0XI6nfp//%2B//6cknn9Rjjz1Wq/0M48LP3bjQeE371nXumowcOVJ9%2B/Y1bQsObiqXq6ROxz2foKBA2WxXqrCwVJWVVTXv0MiRRzWyMCMPM/KoRhZmjSmPyMhm9TKvXx40GhAQoJiYGGVkZGjUqFFKSUnxvBN1lsvlkt1ulyRFRkaeM%2B52u9W%2BfXvPa9xut5o1qw7txIkTatGihSorK73uGxAQILvd7vXYtZ27tqKios65HFhQUKSKCt9%2BkVZWVvl8joaEPKqRhRl5mJFHNbIwI4%2BL57OLq9u3b9fAgQNNj0cIDDwzXWJi4jmPPsjOzlanTp0kSQ6HQzk5OZ6xyspK7dq1S506dVLr1q0VHh5uGv/mm290%2BvRpORwOORwOHTlyRMePH/eMO51OtWvXTs2aNVNCQsJFzw0AAFAbPitYDodDxcXFmjdvnkpLS3X8%2BHEtWrRI119/vVJTU5WXl6cVK1bo1KlT2rZtm7Zt26YRI0ZIklJTU/Xuu%2B/q66%2B/VmlpqZYuXaqQkBD17t1bQUFBGjFihF588UUdOXJELpdLv//979W/f3%2B1bNlScXFxSkhI0IIFC1RcXKzc3Fy9%2BuqrSk1NlSQNHjz4oucGAACojQCjrjccXcDevXv17LPPaufOnWratKl69uyp6dOnq1WrVvr888/17LPPKjc3V9HR0ZoyZYoGDBjg2ffPf/6zMjMzdezYMSUkJGj27Nnq0KGDpDPP2JozZ47ef/99VVRUqE%2BfPpo9e7aaNz/z%2B4aOHj2qmTNn6rPPPlNYWJhGjRqlSZMmKSDgzCP/6zL3xfLl7yIMDg5UZGQzuVwlvJUr8vghsjAjDzPyqEYWZo0pj/r6XYQ%2BLVioRsHyH/KoRhZm5GFGHtXIwqwx5cEvewYAAGgk/PIpQvjOrc9/Ut9LqLUP0m%2Bs7yUAAOAXvIMFAABgMQoWAACAxShYAAAAFqNgAQAAWIyCBQAAYDEKFgAAgMUoWAAAABajYAEAAFiMggUAAGAxChYAAIDFKFgAAAAWo2ABAABYjIIFAABgMQoWAACAxShYAAAAFqNgAQAAWIyCBQAAYDEKFgAAgMUoWAAAABajYAEAAFiMggUAAGAxChYAAIDFKFgAAAAWo2ABAABYjIIFAABgMQoWAACAxShYAAAAFqNgAQAAWIyCBQAAYDEKFgAAgMUoWAAAABajYAEAAFiMggUAAGAxChYAAIDFKFgAAAAWo2ABAABYjIIFAABgMQoWAACAxShYAAAAFvNpwcrLy1NaWpqSkpKUnJys6dOnq7CwUP/%2B978VGxurhIQE058//vGPnn3Xr1%2BvwYMHq0uXLho6dKg%2B/vhjz1hVVZUWLlyofv36qXv37ho7dqwOHz7sGXe73UpPT1dycrJ69eqlGTNmqKyszDO%2Be/dujR49Wt26ddOAAQP0yiuvmNZ9obkBAABq4tOC9dBDD8lms2nz5s1avXq1vv32Wz333HOecafTafozduxYSWcK0LRp0zR16lT94x//0JgxYzRp0iQdPXpUkvTmm29q7dq1yszM1JYtWxQTE6O0tDQZhiFJmjlzpkpLS7Vu3TqtWrVKubm5mj9/viSprKxM48ePV8%2BePfXRRx9p4cKFWrZsmTZu3FiruQEAAGris4JVWFgoh8OhKVOmqFmzZrr66qt155136osvvqhx3xUrViglJUUpKSkKDQ3VkCFD1KFDB61Zs0aSlJWVpTFjxqht27YKCwtTRkaGcnNztWPHDn3//ffatGmTMjIyZLfb1apVK02cOFGrVq1SeXm5tm7dqvLyck2YMEFNmzZVfHy8hg8frqysrFrNDQAAUJNgXx3YZrNpzpw5pm1HjhxRVFSU59%2BPPfaYPv30U1VUVGj48OGaPHmymjRpopycHKWkpJj2jYuLk9PpVFlZmfbt26e4uDjPWFhYmK699lo5nU4VFRUpKChIsbGxnvH4%2BHidPHlS%2B/fvV05OjmJjYxUUFGQ69ooVKyTpgnPXVn5%2BvgoKCkzbgoObms79chQc7J9b/oKCAk1/X87Iwow8zMijGlmYkUfd%2Baxg/ZjT6dQbb7yhpUuXKiQkRF26dFH//v3129/%2BVrt379bDDz%2Bs4OBgPfLII3K73QoPDzftHx4ern379unEiRMyDMPruMvlUkREhMLCwhQQEGAakySXyyW32y2bzWbaNyIiQm63W1VVVRecu7aysrK0ePFi07a0tDRNnjy51sdojCIjm/l1PpvtSr/OdykjCzPyMCOPamRhRh4Xzy8F68svv9SECRM0ZcoUJScnS5Lefvttz3hiYqLGjx%2BvZcuW6ZFHHpEkz/1U53Oh8Zr29eaHhexi9v%2BhkSNHqm/fvqZtwcFN5XKV1Om4DZ2/zj8oKFA225UqLCxVZWWVX%2Ba8VJGFGXmYkUc1sjBrTHn4%2B4f7s3xesDZv3qxHH31UM2fO1B133HHe10VHR%2Bv777%2BXYRiKjIyU2%2B02jbvdbtntdkVERCgwMNDreIsWLWS321VcXKzKykrPZcCzrz07fvDgwXP2PXvcC81dW1FRUedcDiwoKFJFRcP%2BIq0rf59/ZWXVZZ/5WWRhRh5m5FGNLMzI4%2BL59OLqV199pWnTpumFF14wlavt27dr6dKlptfu379f0dHRCggIkMPhUHZ2tmnc6XSqU6dOCg0NVfv27ZWTk%2BMZKyws1KFDh5SYmKiOHTvKMAzt2bPHtK/NZlObNm3kcDi0d%2B9eVVRUnHNsSRecGwAAoDZ8VrAqKir0m9/8RlOnTlWvXr1MY82bN9eSJUv03nvvqby8XE6nU3/84x%2BVmpoqSRoxYoQ%2B/fRTbd26VadOndLKlSt18OBBDRkyRJKUmpqq5cuXKzc3V8XFxZo/f746duyohIQE2e12DRw4UM8//7yOHz%2Buo0ePasmSJRo2bJiCg4OVkpKisLAwLV26VKWlpdqxY4dWrlxZ67kBAABqEmDU9Yaj8/jiiy/0y1/%2BUiEhIeeMffjhh9q1a5cWL16sgwcPqnnz5rrnnns0btw4BQae6XwbN27UggULlJeXp3bt2mnGjBnq3r27pDP3SC1atEhvv/22SkpKlJSUpKefflpXX321JKmoqEizZs3Sli1b1KRJE91%2B%2B%2B2aPn26Zy3ffPONZs2apezsbLVs2VLjxo3T3Xff7Vnfhea%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%2Bql79%2B4aO3asDh8%2B7Bl3u91KT09XcnKyevXqpRkzZqisrMwzXpe5AQAAauLTgvXQQw/JZrNp8%2BbNWr16tb799ls999xzKisr0/jx49WzZ0999NFHWrhwoZYtW6aNGzdKOlOApk2bpqlTp%2Bof//iHxowZo0mTJuno0aOSpDfffFNr165VZmamtmzZopiYGKWlpckwDEnSzJkzVVpaqnXr1mnVqlXKzc3V/PnzJanOcwMAANTEZwWrsLBQDodDU6ZMUbNmzXT11Vfrzjvv1BdffKGtW7eqvLxcEyZMUNOmTRUfH6/hw4crKytLkrRixQqlpKQoJSVFoaGhGjJkiDp06KA1a9ZIkrKysjRmzBi1bdtWYWFhysjIUG5urnbs2KHvv/9emzZtUkZGhux2u1q1aqWJEydq1apVKi8vr/PcAAAANfFZwbLZbJozZ45atmzp2XbkyBFFRUUpJydHsbGxCgoK8ozFxcUpOztbkpSTk6O4uDjT8eLi4uR0OlVWVqZ9%2B/aZxsPCwnTttdfK6XRq9%2B7dCgoKUmxsrGc8Pj5eJ0%2Be1P79%2B%2Bs0NwAAQG0E%2B2sip9OpN954Q0uXLtUHH3wgm81mGo%2BIiJDb7VZVVZXcbrfCw8NN4%2BHh4dq3b59OnDghwzC8jrtcLkVERCgsLEwBAQGmMUlyuVxyu90XPXdt5efnq6CgwLQtOLipoqKian2Mxig42D%2BfqQgKCjT9fTkjCzPyMCOPamRhRh5155eC9eWXX2rChAmaMmWKkpOT9cEHH3h93Q9L0dn7qc7nQuM17VvXuWuSlZWlxYsXm7alpaVp8uTJdTpuQxcZ2cyv89lsV/p1vksZWZiRhxl5VCMLM/K4eD4vWJs3b9ajjz6qmTNn6o477pAk2e12HTx40PQ6t9utiIgIBQYGKjIyUm63%2B5xxu93ueY238RYtWshut6u4uFiVlZWey4BnX3t2/GLnrq2RI0eqb9%2B%2Bpm3BwU3lcpXU%2BhiNkb/OPygoUDbblSosLFVlZZVf5rxUkYUZeZiRRzWyMGtMefj7h/uzfFqwvvrqK02bNk0vvPCCevXq5dnucDj01ltvqaKiQsHBZ5bgdDrVqVMnz/jZe6LOcjqdGjRokEJDQ9W%2BfXvl5OSoR48eks7cUH/o0CElJiYqOjpahmFoz549io%2BP9%2Bxrs9nUpk2bOs1dW1FRUedcDiwoKFJFRcP%2BIq0rf59/ZWXVZZ/5WWRhRh5m5FGNLMzI4%2BL57OJqRUWFfvOb32jq1KmmciVJKSkpCgsL09KlS1VaWqodO3Zo5cqVSk1NlSSNGDFCn376qbZu3apTp05p5cqVOnjwoIYMGSJJSk1N1fLly5Wbm6vi4mLNnz9fHTt2VEJCgux2uwYOHKjnn39ex48f19GjR7VkyRINGzZMwcHBdZ4bAACgJgFGXW84Oo8vvvhCv/zlLxUSEnLO2IcffqiSkhLNmjVL2dnZatmypcaNG6e7777b85qNGzdqwYIFysvLU7t27TRjxgx1795d0pl7pBYtWqS3335bJSUlSkpK0tNPP62rr75aklRUVKRZs2Zpy5YtatKkiW6//XZNnz7ds5Zvvvnmoue%2BWAUFRXXa/3xuff4TnxzXFz5Iv9Ev8wQHByoysplcrpLL/icvsjAjDzPyqEYWZo0pj6uual4v8/qsYMGMgkXBqg9kYUYeZuRRjSzMGlMe9VWw%2BPwlAACAxShYAAAAFqNgAQAAWIyCBQAAYDEKFgAAgMUoWAAAABajYAEAAFiMggUAAGAxChYAAIDFvBasvn37avHixTpy5Ii/1wMAANDgeS1Yd911l9avX6%2Bbb75ZDzzwgDZu3KiKigp/rw0AAKBB8lqw0tLStH79er3zzjtq3769fve73yklJUXz5s3TgQMH/L1GAACABuWC92DFx8dr2rRp2rJli5544gm98847uu222zR27Fjt3LnTX2sEAABoUC5YsMrLy7V%2B/XqNGzdO06ZNU6tWrfT444%2BrY8eOGjNmjNauXeuvdQIAADQYwd425ubmauXKlXr33XdVUlKigQMH6rXXXlO3bt08r%2Bnevbtmz56twYMH%2B22xAAAADYHXgjVo0CC1adNG48eP1x133KGIiIhzXpOSkqLjx4/7fIEAAAANjdeCtXz5cvXo0aPGnXfs2GH5ggAAABo6r/dgxcbG6qGHHtKmTZs82/70pz9p3LhxcrvdflscAABAQ%2BS1YM2ZM0dFRUVq166dZ1vv3r1VVVWluXPn%2Bm1xAAAADZHXS4Qff/yx1q5dq8jISM%2B2mJgYzZ8/X7fffrvfFgcAANAQeX0Hq6ysTKGhoee%2BODBQpaWlPl8UAABAQ%2Ba1YHXv3l1z587ViRMnPNu%2B%2B%2B47PfXUU6ZHNQAAAOBcXi8RPvHEE7r//vt1ww03KCwsTFVVVSopKVHr1q31%2Buuv%2B3uNAAAADYrXgtW6dWu9//77%2Bvvf/65Dhw4pMDBQbdq0Ua9evRQUFOTvNQIAADQoXguWJIWEhOjmm2/251oAAAAaBa8F6/Dhw1qwYIG%2B/fZblZWVnTP%2Bt7/9zecLAwAAaKjOew9Wfn6%2BevXqpaZNm/p7TQAAAA2a14KVnZ2tv/3tb7Lb7f5eDwAAQIPn9TENLVq04J0rAACAi%2BS1YI0fP16LFy%2BWYRj%2BXg8AAECD5/US4d///nd99dVXWr16ta655hoFBpp72Ntvv%2B2XxQEAADREXgtWWFiYbrrpJn%2BvBQAAoFHwWrDmzJnj73UAAAA0Gl7vwZKk/fv3a9GiRXr88cc92/71r3/5ZVEAAAANmdeCtX37dg0ZMkQbN27UunXrJJ15%2BOi9997LQ0YBAABq4LVgLVy4UI8%2B%2BqjWrl2rgIAASWd%2BP%2BHcuXO1ZMkSvy4QAACgofFasL755hulpqZKkqdgSdItt9yi3Nxc/6wMAACggfJasJo3b%2B71dxDm5%2BcrJCTE54sCAABoyLwWrK5du%2Bp3v/udiouLPdsOHDigadOm6YYbbvDb4gAAABoir49pePzxx/WrX/1KSUlJqqysVNeuXVVaWqr27dtr7ty5/l4jAABAg%2BK1YF199dVat26dtm3bpgMHDuiKK65QmzZtdOONN5ruyQIAAMC5zvscrCZNmujmm2/WuHHjdM8996hXr17/cbn66KOPlJycrIyMDNP21atX67rrrlNCQoLpz86dOyVJVVVVWrhwofr166fu3btr7NixOnz4sGd/t9ut9PR0JScnq1evXpoxY4bpnrHdu3dr9OjR6tatmwYMGKBXXnnFNP/69es1ePBgdenSRUOHDtXHH3/sGatpbgAAgJp4fQerb9%2B%2BFyxTtXkW1ksvvaSVK1fq2muv9TrevXt3vf76617H3nzzTa1du1YvvfSSWrVqpYULFyotLU3vvfeeAgICNHPmTJ0%2BfVrr1q1TeXm5HnnkEc2fP1%2B/%2Bc1vVFZWpvHjx2vEiBHKzMzUgQMHdP/99%2Buaa67RgAEDtHv3bk2bNk2LFy9Wz549tWHDBk2aNEkffvihrr766hrnBgAAqInXd7Buu%2B0205%2BBAweqQ4cOOnXqlEaNGlWrA4eGhl6wYF1IVlaWxowZo7Zt2yosLEwZGRnKzc3Vjh079P3332vTpk3KyMiQ3W5Xq1atNHHiRK1atUrl5eXaunWrysvLNWHCBDVt2lTx8fEaPny4srKyJEkrVqxQSkqKUlJSFBoaqiFDhqhDhw5as2ZNjXMDAADUhtd3sKZOner1xRs2bNA///nPWh343nvvveD4kSNHdN999yk7O1s2m02TJ0/WL37xC5WVlWnfvn2Ki4vzvDYsLEzXXnutnE6nioqKFBQUpNjYWM94fHy8Tp48qf379ysnJ0exsbEKCgryjMfFxWnFihWSpJycHKWkpJjWEhcXJ6fTWePcnTt3rtW5AwCAy5vXgnU%2BN998s5588kk9%2BeSTdZrUbrcrJiZGv/71r9WuXTv99a9/1WOPPaaoqCj97Gc/k2EYCg8PN%2B0THh4ul8uliIgIhYWFmS7XnX2ty%2BWS2%2B2WzWYz7RsRESG3262qqiq53W6vx963b59OnDhxwblrKz8/XwUFBaZtwcFNFRUVVetjNEbBwee95c9SQUGBpr8vZ2RhRh5m5FGNLMzIo%2B7%2Bo4K1a9cuGYZR50l79%2B6t3r17e/49aNAg/fWvf9Xq1as9755daJ6LWcMPC1lN%2B9f1HLOysrR48WLTtrS0NE2ePLlOx23oIiOb%2BXU%2Bm%2B1Kv853KSMLM/IwI49qZGFGHhfPa8Hydp9VaWmpcnNzNWDAAJ8sJDo6WtnZ2YqIiFBgYKDcbrdp3O12q0WLFrLb7SouLlZlZaXnMuDZ154dP3jw4Dn7nj1uZGSk12Pb7fYa566tkSNHqm/fvqZtwcFN5XKV1PoYjZG/zj8oKFA225UqLCxVZWWVX%2Ba8VJGFGXmYkUc1sjBrTHn4%2B4f7s7wWrJiYmHM%2BMRcaGqphw4Zp%2BPDhdZ70rbfeUnh4uG677TbPttzcXLVu3VqhoaFq3769cnJy1KNHD0lSYWGhDh06pMTEREVHR8swDO3Zs0fx8fGSJKfTKZvNpjZt2sjhcOitt95SRUWFgoODPeOdOnWSJDkcDmVnZ5vW43Q6NWjQoBrnrq2oqKhzLgcWFBSpoqJhf5HWlb/Pv7Ky6rLP/CyyMCMPM/KoRhZm5HHxvBYsXz%2Bt/fTp03rmmWfUunVrXXfdddqwYYP%2B/ve/65133pEkpaamKjMzUzfddJNatWql%2BfPnq2PHjkpISJAkDRw4UM8//7yee%2B45nT59WkuWLNGwYcMUHByslJQUhYWFaenSpXrggQf0zTffaOXKlZo3b54kacSIERo2bJi2bt2qG264QWvXrtXBgwc1ZMiQWs0NAABQE68F69133631Ae644w6v288WkoqKCknSpk2bJJ15t%2Bjee%2B9VSUmJHnnkERUUFOiaa67RkiVL5HA4JJ25RFlQUKB77rlHJSUlSkpKMt3T9PTTT2vWrFnq16%2BfmjRpottvv93zMNOQkBC9%2BOKLmjVrljIzM9WyZUtlZGR47vnq0KGD5s%2Bfrzlz5igvL0/t2rXTsmXLdNVVV9VqbgAAgJoEGF7u6I6Pj1dVVdU5N3sHBASYtgUEBGj37t2%2BX2UjUFBQ5JPj3vr8Jz45ri98kH6jX%2BYJDg5UZGQzuVwll/1b22RhRh5m5FGNLMwaUx5XXdW8Xub1%2Bg7Wyy%2B/rFdeeUUPPfSQYmNjZRiG9u7dq5deekmjR49WUlKSv9cJAADQYJz3HqzMzEy1atXKs%2B36669X69atNXbsWK1bt85vCwQAAGhovD5B7ODBg%2Bc8bFOSbDab8vLyfL4oAACAhsxrwYqOjtbcuXNNTy8vLCzUggUL9NOf/tRviwMAAGiIvF4ifOKJJzRlyhRlZWWpWbNmCgwMVHFxsa644gotWbLE32sEAABoULwWrF69emnr1q3atm2bjh49KsMw1KpVK/385z9X8%2Bb1czc%2BAABAQ3He30V45ZVXql%2B/fjp69Khat27tzzUBAAA0aF7vwSorK9O0adPUpUsX3XrrrZLO3IP1wAMPqLCw0K8LBAAAaGi8Fqx58%2BZp9%2B7dmj9/vgIDq19SWVmp%2BfPn%2B21xAAAADZHXgrVhwwb94Q9/0C233OL5pc82m01z5szRxo0b/bpAAACAhsZrwSopKVFMTMw52%2B12u06ePOnrNQEAADRoXgvWT3/6U/3zn/%2BUJNPvHvzwww/1XzJWyYEAABtKSURBVP/1X/5ZGQAAQAPl9VOEd999tx5%2B%2BGHdddddqqqq0quvvqrs7Gxt2LBBM2bM8PcaAQAAGhSvBWvkyJEKDg7WG2%2B8oaCgIL344otq06aN5s%2Bfr1tuucXfawQAAGhQvBas48eP66677tJdd93l7/UAAAA0eF7vwerXr5/p3isAAADUnteClZSUpA8%2B%2BMDfawEAAGgUvF4i/MlPfqLf/va3yszM1E9/%2BlM1adLENL5gwQK/LA4AAKAh8lqw9u3bp5/97GeSJJfL5dcFAQAANHSmgpWRkaGFCxfq9ddf92xbsmSJ0tLS/L4wAACAhsp0D9bmzZvPeUFmZqbfFgMAANAYmAqWt08O8mlCAACA/4ypYJ39xc41bQMAAMD5eX1MAwAAAC4eBQsAAMBipk8RlpeXa8qUKappG8/BAgAAOD9TwerWrZvy8/NV0zYAAACcn6lg/fD5VwAAALg43IMFAABgMQoWAACAxShYAAAAFqNgAQAAWIyCBQAAYDEKFgAAgMUoWAAAABajYAEAAFiMggUAAGAxChYAAIDFKFgAAAAWo2ABAABYjIIFAABgMZ8WrI8%2B%2BkjJycnKyMg4Z2z9%2BvUaPHiwunTpoqFDh%2Brjjz/2jFVVVWnhwoXq16%2BfunfvrrFjx%2Brw4cOecbfbrfT0dCUnJ6tXr16aMWOGysrKPOO7d%2B/W6NGj1a1bNw0YMECvvPKKZXMDAADUxGcF66WXXtKzzz6ra6%2B99pyx3bt3a9q0aZo6dar%2B8Y9/aMyYMZo0aZKOHj0qSXrzzTe1du1aZWZmasuWLYqJiVFaWpoMw5AkzZw5U6WlpVq3bp1WrVql3NxczZ8/X5JUVlam8ePHq2fPnvroo4%2B0cOFCLVu2TBs3brRkbgAAgJr4rGCFhoZq5cqVXgvWihUrlJKSopSUFIWGhmrIkCHq0KGD1qxZI0nKysrSmDFj1LZtW4WFhSkjI0O5ubnasWOHvv/%2Be23atEkZGRmy2%2B1q1aqVJk6cqFWrVqm8vFxbt25VeXm5JkyYoKZNmyo%2BPl7Dhw9XVlZWnecGAACoDZ8VrHvvvVfNmzf3OpaTk6O4uDjTtri4ODmdTpWVlWnfvn2m8bCwMF177bVyOp3avXu3goKCFBsb6xmPj4/XyZMntX//fuXk5Cg2NlZBQUGmY2dnZ9d5bgAAgNoIro9J3W63wsPDTdvCw8O1b98%2BnThxQoZheB13uVyKiIhQWFiYAgICTGOS5HK55Ha7ZbPZTPtGRETI7XarqqqqTnPXVn5%2BvgoKCkzbgoObKioqqtbHaIyCg/3zmYqgoEDT35czsjAjDzPyqEYWZuRRd/VSsCTVeE/ThcYv5n6oHxayusxdG1lZWVq8eLFpW1pamiZPnlyn4zZ0kZHN/DqfzXalX%2Be7lJGFGXmYkUc1sjAjj4tXLwUrMjJSbrfbtM3tdstutysiIkKBgYFex1u0aCG73a7i4mJVVlZ6LgOefe3Z8YMHD56z79nj1mXu2ho5cqT69u1r2hYc3FQuV0mtj9EY%2Bev8g4ICZbNdqcLCUlVWVvllzksVWZiRhxl5VCMLs8aUh79/uD%2BrXgqWw%2BHw3BN1ltPp1KBBgxQaGqr27dsrJydHPXr0kCQVFhbq0KFDSkxMVHR0tAzD0J49exQfH%2B/Z12azqU2bNnI4HHrrrbdUUVGh4OBgz3inTp3qPHdtRUVFnXM5sKCgSBUVDfuLtK78ff6VlVWXfeZnkYUZeZiRRzWyMCOPi1cvF1dHjBihTz/9VFu3btWpU6e0cuVKHTx4UEOGDJEkpaamavny5crNzVVxcbHmz5%2Bvjh07KiEhQXa7XQMHDtTzzz%2Bv48eP6%2BjRo1qyZImGDRum4OBgpaSkKCwsTEuXLlVpaal27NihlStXKjU1tc5zAwAA1IbP3sE6W0gqKiokSZs2bZJ05t2iDh06aP78%2BZozZ47y8vLUrl07LVu2TFdddZUkadSoUSooKNA999yjkpISJSUlme5pevrppzVr1iz169dPTZo00e233%2B55mGlISIhefPFFzZo1S5mZmWrZsqUyMjLUu3dvSarz3AAAADUJMHiCpl8UFBT55Li3Pv%2BJT47rCx%2Bk3%2BiXeYKDAxUZ2UwuV8ll/9Y2WZiRhxl5VCMLs8aUx1VXeX9klK/x%2BUsAAACLUbAAAAAsRsECAACwGAULAADAYhQsAAAAi1GwAAAALEbBAgAAsBgFCwAAwGIULAAAAItRsAAAACxGwQIAALAYBQsAAMBiFCwAAACLUbAAAAAsRsECAACwGAULAADAYhQsAAAAi1GwAAAALEbBAgAAsBgFCwAAwGIULAAAAItRsAAAACxGwQIAALAYBQsAAMBiFCwAAACLUbAAAAAsRsECAACwGAULAADAYhQsAAAAi1GwAAAALEbBAgAAsBgFCwAAwGIULAAAAItRsAAAACxGwQIAALAYBQsAAMBiFCwAAACLUbAAAAAsRsECAACwGAULAADAYhQsAAAAi9VbwYqNjZXD4VBCQoLnzzPPPCNJ2r59u4YNG6auXbtq0KBBWrNmjWnf5cuXa%2BDAgeratatSU1OVnZ3tGTt16pSefPJJ3XTTTUpKStLkyZPlcrk843l5eXrwwQeVlJSkPn36aN68eaqqqvKM1zQ3AABATYLrc/IPP/xQ11xzjWlbfn6%2BJk6cqBkzZmjw4MH68ssvNWHCBLVp00YJCQnavHmzFi1apJdfflmxsbFavny5HnroIW3cuFFNmzbVwoULlZOTo6ysLF155ZWaOXOmHn/8cb344ouSpIcffljx8fHatGmTjh07pvHjx6tly5a67777apwbAACgNi65S4Rr165VTEyMhg0bptDQUCUnJ6tv375asWKFJCkrK0tDhw5Vp06ddMUVV%2BiBBx6QJG3ZskUVFRVauXKlJk6cqJ/85CeKiIhQenq6tm7dqu%2B%2B%2B05Op1N79uzR1KlT1bx5c8XExGjMmDHKysqq1dwAAAC1Ua8Fa8GCBerdu7euv/56zZw5UyUlJcrJyVFcXJzpdXFxcZ7LgD8eDwwMVMeOHeV0OnXo0CEVFRUpPj7eM962bVtdccUVysnJUU5OjqKjoxUeHu4Zj4%2BP14EDB1RcXFzj3AAAALVRb5cIO3furOTkZD333HM6fPiw0tPT9dRTT8ntdqtVq1am10ZERHjuo3K73aaCJEnh4eFyuVxyu92SJJvNZhq32Wye8R%2BPnT3W2fELzV1b%2Bfn5KigoMG0LDm6qqKio/%2Bg4jU1wsH/6fFBQoOnvyxlZmJGHGXlUIwsz8qi7eitYZy/LSWfeZZo6daomTJigbt261bivYRgXPV7TvlbIysrS4sWLTdvS0tI0efJkn899KYuMbObX%2BWy2K/0636WMLMzIw4w8qpGFGXlcvHq9yf2HrrnmGlVWViowMNDzTtRZLpdLdrtdkhQZGXnOuNvtVvv27T2vcbvdatas%2Bn/mJ06cUIsWLVRZWel134CAANntdq/H/uHctTVy5Ej17dvXtC04uKlcrpL/6DiNjb/OPygoUDbblSosLFVlZVXNOzRiZGFGHmbkUY0szBpTHv7%2B4f6seilYu3bt0po1azR9%2BnTPttzcXIWEhCglJUV/%2BctfTK/Pzs5Wp06dJEkOh0M5OTm68847JUmVlZXatWuXhg0bptatWys8PNxzr5UkffPNNzp9%2BrQcDofy8/N15MgRHT9%2B3FOanE6n2rVrp2bNmikhIUGrVq0679y1FRUVdc7lwIKCIlVUNOwv0rry9/lXVlZd9pmfRRZm5GFGHtXIwow8Ll69XFxt0aKFsrKylJmZqdOnT%2BvAgQN64YUXNHLkSP3iF79QXl6eVqxYoVOnTmnbtm3atm2bRowYIUlKTU3Vu%2B%2B%2Bq6%2B//lqlpaVaunSpQkJC1Lt3bwUFBWnEiBF68cUXdeTIEblcLv3%2B979X//791bJlS8XFxSkhIUELFixQcXGxcnNz9eqrryo1NVWSNHjw4AvODQAAUBsBhj9uSvLi888/14IFC7R3716FhITozjvvVEZGhkJDQ/X555/r2WefVW5urqKjozVlyhQNGDDAs%2B%2Bf//xnZWZm6tixY0pISNDs2bPVoUMHSdLp06c1Z84cvf/%2B%2B6qoqFCfPn00e/ZsNW/eXJJ09OhRzZw5U5999pnCwsI0atQoTZo0SQEBAZ51XWjui1VQUFTnY3hz6/Of%2BOS4vvBB%2Bo1%2BmSc4OFCRkc3kcpVc9j95kYUZeZiRRzWyMGtMeVx1VfN6mbfeCtblhoJFwaoPZGFGHmbkUY0szBpTHvVVsPj8JQAAgMUoWAAAABajYAEAAFiMggUAAGAxChYAAIDFKFgAAAAWo2ABAABYjIIFAABgMQoWAACAxShYAAAAFqNgAQAAWIyCBQAAYDEKFgAAgMUoWAAAABajYAEAAFiMggUAAGAxChYAAIDFKFgAAAAWo2ABAABYjIIFAABgMQoWAACAxShYAAAAFqNgAQAAWIyCBQAAYDEKFgAAgMUoWAAAABajYAEAAFiMggUAAGAxChYAAIDFKFgAAAAWo2ABAABYjIIFAABgMQoWAACAxShYAAAAFqNgAQAAWIyCBQAAYLHg%2Bl4ALh%2B3Pv9JfS/hP/JB%2Bo31vQQAQAPFO1gAAAAWo2ABAABYjIIFAABgMQoWAACAxShYAAAAFqNgeZGXl6cHH3xQSUlJ6tOnj%2BbNm6eqqqr6XhYAAGggeEyDFw8//LDi4%2BO1adMmHTt2TOPHj1fLli1133331ffSAABAA8A7WD/idDq1Z88eTZ06Vc2bN1dMTIzGjBmjrKys%2Bl4aAABoIHgH60dycnIUHR2t8PBwz7b4%2BHgdOHBAxcXFCgsLq/EY%2Bfn5KigoMG0LDm6qqKgoy9cL32loD0b969Sfn7MtKCjQ9PfljjzMyKMaWZiRR91RsH7E7XbLZrOZtp0tWy6Xq1YFKysrS4sXLzZtmzRpkh5%2B%2BGHrFvp/vvjtLcrPz1dWVpZGjhxJiZPI4wfy8/P12msvk8X/IQ8z8qhGFmbkUXdUUy8Mw6jT/iNHjtTq1atNf0aOHGnR6s5VUFCgxYsXn/Ou2eWKPKqRhRl5mJFHNbIwI4%2B64x2sH7Hb7XK73aZtbrdbAQEBstvttTpGVFQUjR8AgMsY72D9iMPh0JEjR3T8%2BHHPNqfTqXbt2qlZs2b1uDIAANBQULB%2BJC4uTgkJCVqwYIGKi4uVm5urV199VampqfW9NAAA0EAEzZ49e3Z9L%2BJS8/Of/1zr1q3TM888o/fff1/Dhg3T2LFjFRAQUN9LO69mzZqpR48evMv2f8ijGlmYkYcZeVQjCzPyqJsAo653dAMAAMCES4QAAAAWo2ABAABYjIIFAABgMQoWAACAxShYAAAAFqNgAQAAWIyCBQAAYDEKFgAAgMUoWAAAABajYDVweXl5evDBB5WUlKQ%2Bffpo3rx5qqqqqu9l1VpsbKwcDocSEhI8f5555hlJ0vbt2zVs2DB17dpVgwYN0po1a0z7Ll%2B%2BXAMHDlTXrl2Vmpqq7Oxsz9ipU6f05JNP6qabblJSUpImT54sl8vlGa8pt5rmtspHH32k5ORkZWRknDO2fv16DR48WF26dNHQoUP18ccfe8aqqqq0cOFC9evXT927d9fYsWN1%2BPBhz7jb7VZ6erqSk5PVq1cvzZgxQ2VlZZ7x3bt3a/To0erWrZsGDBigV155xbK5fZHH6tWrdd1115m%2BThISErRz585Gm0deXp7S0tKUlJSk5ORkTZ8%2BXYWFhT5fry%2Bz8kUe//73vxUbG3vO18Yf//jHRpvHnj179Ktf/UrdunVTcnKy0tPTVVBQIOnS/r55obkbJQMN2p133mn85je/MQoLC40DBw4YAwYMMF555ZX6XlatdejQwTh8%2BPA527/77jujc%2BfOxooVK4yysjLjk08%2BMRITE42dO3cahmEYf/vb34zrr7/e%2BPrrr43S0lJj2bJlxo033miUlJQYhmEYc%2BbMMYYOHWr87//%2Br%2BFyuYxJkyYZ48eP9xz/QrnVNLdVMjMzjQEDBhijRo0y0tPTTWO7du0yHA6HsXXrVqOsrMx47733jE6dOhlHjhwxDMMwli9fbvTp08fYt2%2BfUVRUZDz99NPG4MGDjaqqKsMwDGPSpEnGgw8%2BaBw7dsw4evSoMXLkSOOZZ54xDMMwSktLjZ///OfGokWLjJKSEiM7O9vo0aOHsWHDBkvm9kUeq1atMkaPHn3efRtjHrfffrsxffp0o7i42Dhy5IgxdOhQ44knnvD5en2ZlS/yOHz4sNGhQ4fz7tfY8jh16pRxww03GIsXLzZOnTplHDt2zBg9erQxceLES/r7Zk1zN0YUrAZs586dRseOHQ232%2B3Z9uc//9kYOHBgPa7qP3O%2BgvXyyy8bd9xxh2lbenq6MXPmTMMwDOPBBx80fve733nGKisrjRtvvNFYt26dUV5ebnTr1s3YtGmTZ3zfvn1GbGyscfTo0Rpzq2luq7z22mtGYWGhMW3atHMKxVNPPWWkpaWZtg0fPtxYtmyZYRiGMWjQIOO1117zjBUVFRlxcXHGv/71L6OgoMC47rrrjN27d3vGt23bZnTu3Nk4ffq08cEHHxg9e/Y0KioqPOPz5s0z7r///jrPXRcXyqOmgtXY8jhx4oQxffp0o6CgwLPt9ddfNwYMGODT9fo6K1/kUVPBamx5uN1u45133jHKy8s921577TWjf//%2Bl/T3zQvN3VhxibABy8nJUXR0tMLDwz3b4uPjdeDAARUXF9fjyv4zCxYsUO/evXX99ddr5syZKikpUU5OjuLi4kyvi4uL87yl/OPxwMBAdezYUU6nU4cOHVJRUZHi4%2BM9423bttUVV1yhnJycGnOraW6r3HvvvWrevLnXsfOtwel0qqysTPv27TONh4WF6dprr5XT6dTu3bsVFBSk2NhYz3h8fLxOnjyp/fv3KycnR7GxsQoKCvJ6fnWZuy4ulIckHTlyRPfdd5%2B6d%2B%2Bufv366b333pOkRpmHzWbTnDlz1LJlS9P5R0VF%2BXS9vsyqLi6Ux1mPPfaYevXqpZ49e2rBggUqLy9vlHmEh4dr%2BPDhCg4OliTt379ff/nLX3Trrbde0t83LzR3Y0XBasDcbrdsNptp29kv/h9eN7%2BUde7cWcnJydq4caOysrL09ddf66mnnvJ6bhEREZ7zcrvdpv/QpTPn7nK55Ha7Jemc/W02m2f8QrnVNLc/XOj8Tpw4IcMwLnj%2BYWFhCggIMI1JFz4/t9utqqqqOs3tK3a7XTExMXr00Uf1ySef6Ne//rWeeOIJbd%2B%2B/bLIw%2Bl06o033tCECRN8ul5fZmWlH%2BYREhKiLl26qH///tqyZYsyMzO1Zs0a/c///I%2BkS/e/pbrKy8uTw%2BHQbbfdpoSEBE2ePPmS/r7pr6%2BNSwkFq4EzDKO%2Bl1AnWVlZGj58uEJCQtS2bVtNnTpV69at8/z0eSE1nfuFxhtCbv4%2Bvx/%2BT6Quc/tC79699fLLLysuLk4hISEaNGiQ%2Bvfvr9WrV9dqTQ05jy%2B//FJjx47VlClTlJycfN7XWbVeX2dVVz/OIyoqSm%2B//bb69%2B%2BvJk2aKDExUePHj6/110ZN45dqHtHR0XI6nfrwww918OBBPfbYY7Xarz6/bzaE77tWomA1YHa73fNTx1lut1sBAQGy2%2B31tKq6ueaaa1RZWanAwMBzzs3lcnnOKzIy0uu52%2B12z2t%2BPH7ixAm1aNGixty8HfuHc/vDhc4vIiLCaz5ut9tzfsXFxaqsrDSNSfKM//inRrfb7TluXeb2p%2BjoaOXn5zfqPDZv3qwHH3xQTzzxhO69915J8ul6fZmVFbzl4U10dLS%2B//57GYbRqPMICAhQTEyMMjIytG7dOgUHB1%2By3zd9ncWliILVgDkcDh05ckTHjx/3bHM6nWrXrp2aNWtWjyurnV27dmnu3Lmmbbm5uQoJCVFKSso59zxlZ2erU6dOks6ce05OjmessrJSu3btUqdOndS6dWuFh4ebxr/55hudPn1aDoejxtwSEhIuOLc/OByOc9bgdDrVqVMnhYaGqn379qbzKyws1KFDh5SYmKiOHTvKMAzt2bPHtK/NZlObNm3kcDi0d%2B9eVVRUnHPsus7tK2%2B99ZbWr19v2pabm6vWrVs32jy%2B%2BuorTZs2TS%2B88ILuuOMOz3ZfrteXWdXV%2BfLYvn27li5danrt/v37FR0drYCAgEaXx/bt2zVw4EDT4xECA8/8rzwxMfGS/b55obkbLd/eQw9fGz58uPHEE08YRUVFxr59%2B4y%2Bffsab7zxRn0vq1aOHj1qdO7c2Vi2bJlx6tQpY//%2B/cZtt91mPPPMM8b3339vdOnSxXjnnXeMsrIyY%2BvWrUZiYqLn0zzbtm0zunXrZvzrX/8yTp48aSxatMhISUkxSktLDcM480meO%2B%2B80/jf//1f4/jx48b48eONhx9%2B2DP3hXKraW6refvU3N69e42EhARjy5YtRllZmbFixQqjS5cuRn5%2BvmEYZz6907t3b89Hy2fOnGncddddnv3T09ONBx54wDh27Jhx5MgR46677jLmzp1rGMaZj3n36dPH%2BMMf/mCcPHnS%2BPrrr43rr7/e2LJliyVz%2ByKPP/3pT0bPnj2NnTt3GqdPnzbWrl1rdOzY0XA6nY0yj/LycuPWW2813n777XPGfL1eX2blizycTqcRHx9vvPvuu8bp06eNnTt3GjfeeKPn8QGNLY/CwkIjOTnZmDt3rnHy5Enj2LFjxtixY4277777kv6%2BWdPcjREFq4E7cuSI8cADDxiJiYlGcnKy8Yc//KHOz9/xp88%2B%2B8wYOXKk0blzZ6NHjx7GnDlzjLKyMs/YkCFDjPj4eGPAgAGeZ8uc9eabbxopKSmGw%2BEwUlNTjb1793rGTp06ZcyePdvo3r270aVLF%2BPXv/61UVhY6BmvKbea5raCw%2BEwHA6Hcd111xnXXXed599nbdiwwRgwYIARHx9v/OIXvzA%2B%2B%2Bwzz1hVVZXxwgsvGDfccIORmJhojBs3zvRsncLCQiMjI8Po3Lmz0b17d%2BOpp54yTp065Rnfu3evMWrUKMPhcBi9e/c23nzzTdPa6jK3L/KoqqoylixZYvTp08dwOBzGLbfcYmzevLnR5vH5558bHTp08GTwwz///ve/fbpeX2blqzw2btxoDBkyxEhMTDRuvPFG48UXXzQqKysbbR579uwxRo8ebSQmJho9e/Y00tPTjaNHjxqGcWl/37zQ3I1RgGFcZnedAQAA%2BBj3YAEAAFiMggUAAGAxChYAAIDFKFgAAAAWo2ABAABYjIIFAABgMQoWAACAxShYAAAAFqNgAQAAWIyCBQAAYDEKFgAAgMUoWAAAABajYAEAAFjs/wOeSF25ZzHBOgAAAABJRU5ErkJggg%3D%3D\"/>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common-5370046788012421996\">\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">0</td>\n",
              "        <td class=\"number\">26635</td>\n",
              "        <td class=\"number\">0.9%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">60000</td>\n",
              "        <td class=\"number\">23962</td>\n",
              "        <td class=\"number\">0.8%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">50000</td>\n",
              "        <td class=\"number\">23620</td>\n",
              "        <td class=\"number\">0.8%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">100000</td>\n",
              "        <td class=\"number\">21952</td>\n",
              "        <td class=\"number\">0.7%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">40000</td>\n",
              "        <td class=\"number\">21036</td>\n",
              "        <td class=\"number\">0.7%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">80000</td>\n",
              "        <td class=\"number\">20283</td>\n",
              "        <td class=\"number\">0.7%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">30000</td>\n",
              "        <td class=\"number\">20171</td>\n",
              "        <td class=\"number\">0.7%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">70000</td>\n",
              "        <td class=\"number\">19375</td>\n",
              "        <td class=\"number\">0.6%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">90000</td>\n",
              "        <td class=\"number\">17805</td>\n",
              "        <td class=\"number\">0.6%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">65000</td>\n",
              "        <td class=\"number\">15843</td>\n",
              "        <td class=\"number\">0.5%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"other\">\n",
              "        <td class=\"fillremaining\">Other values (29224)</td>\n",
              "        <td class=\"number\">2828799</td>\n",
              "        <td class=\"number\">93.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme-5370046788012421996\">\n",
              "            <p class=\"h4\">Minimum 5 values</p>\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">-16200</td>\n",
              "        <td class=\"number\">2</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:40%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">-15600</td>\n",
              "        <td class=\"number\">5</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">-14000</td>\n",
              "        <td class=\"number\">4</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:80%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">-13700</td>\n",
              "        <td class=\"number\">3</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:60%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">-13200</td>\n",
              "        <td class=\"number\">4</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:80%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "            <p class=\"h4\">Maximum 5 values</p>\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">1880000</td>\n",
              "        <td class=\"number\">2</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:23%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">1941300</td>\n",
              "        <td class=\"number\">9</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">1948060</td>\n",
              "        <td class=\"number\">7</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:78%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2030000</td>\n",
              "        <td class=\"number\">4</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:45%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">3209000</td>\n",
              "        <td class=\"number\">5</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:56%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "        </div>\n",
              "    </div>\n",
              "</div>\n",
              "</div><div class=\"row variablerow ignore\">\n",
              "    <div class=\"col-md-3 namecol\">\n",
              "        <p class=\"h4 pp-anchor\" id=\"pp_var_PERWT\"><s>PERWT</s><br/>\n",
              "            <small>Highly correlated</small>\n",
              "        </p>\n",
              "    </div><div class=\"col-md-3\">\n",
              "    <p><em>This variable is highly correlated with <a href=\"#pp_var_PERWT_6code\"><code>PERWT_6code</code></a> and should be ignored for analysis</em></p>\n",
              "</div>\n",
              "<div class=\"col-md-6\">\n",
              "    <table class=\"stats \">\n",
              "        <tr>\n",
              "            <th>Correlation</th>\n",
              "            <td>1</td>\n",
              "        </tr>\n",
              "    </table>\n",
              "</div>\n",
              "</div><div class=\"row variablerow\">\n",
              "    <div class=\"col-md-3 namecol\">\n",
              "        <p class=\"h4 pp-anchor\" id=\"pp_var_RELATE\">RELATE<br/>\n",
              "            <small>Categorical</small>\n",
              "        </p>\n",
              "    </div><div class=\"col-md-3\">\n",
              "    <table class=\"stats \">\n",
              "        <tr class=\"\">\n",
              "            <th>Distinct count</th>\n",
              "            <td>12</td>\n",
              "        </tr>\n",
              "        <tr>\n",
              "            <th>Unique (%)</th>\n",
              "            <td>0.0%</td>\n",
              "        </tr>\n",
              "        <tr class=\"ignore\">\n",
              "            <th>Missing (%)</th>\n",
              "            <td>0.0%</td>\n",
              "        </tr>\n",
              "        <tr class=\"ignore\">\n",
              "            <th>Missing (n)</th>\n",
              "            <td>0</td>\n",
              "        </tr>\n",
              "    </table>\n",
              "</div>\n",
              "<div class=\"col-md-6 collapse in\" id=\"minifreqtable-9209381784479320984\">\n",
              "    <table class=\"mini freq\">\n",
              "        <tr class=\"\">\n",
              "    <th>Head of house</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 40.9%\">\n",
              "            1243840\n",
              "        </div>\n",
              "        \n",
              "    </td>\n",
              "</tr><tr class=\"\">\n",
              "    <th>Child</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:65%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 26.9%\">\n",
              "            816203\n",
              "        </div>\n",
              "        \n",
              "    </td>\n",
              "</tr><tr class=\"\">\n",
              "    <th>Spouse</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:51%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 20.9%\">\n",
              "            633977\n",
              "        </div>\n",
              "        \n",
              "    </td>\n",
              "</tr><tr class=\"other\">\n",
              "    <th>Other values (9)</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:28%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 11.4%\">\n",
              "            345461\n",
              "        </div>\n",
              "        \n",
              "    </td>\n",
              "</tr>\n",
              "    </table>\n",
              "</div>\n",
              "<div class=\"col-md-12 text-right\">\n",
              "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable-9209381784479320984, #minifreqtable-9209381784479320984\"\n",
              "       aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
              "        Toggle details\n",
              "    </a>\n",
              "</div>\n",
              "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable-9209381784479320984\">\n",
              "    \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">Head of house</td>\n",
              "        <td class=\"number\">1243840</td>\n",
              "        <td class=\"number\">40.9%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Child</td>\n",
              "        <td class=\"number\">816203</td>\n",
              "        <td class=\"number\">26.9%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:65%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Spouse</td>\n",
              "        <td class=\"number\">633977</td>\n",
              "        <td class=\"number\">20.9%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:51%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Partner, friend, visitor</td>\n",
              "        <td class=\"number\">110286</td>\n",
              "        <td class=\"number\">3.6%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:9%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Grandchild</td>\n",
              "        <td class=\"number\">69766</td>\n",
              "        <td class=\"number\">2.3%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:6%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Other non-relative</td>\n",
              "        <td class=\"number\">47827</td>\n",
              "        <td class=\"number\">1.6%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:4%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Parent</td>\n",
              "        <td class=\"number\">32851</td>\n",
              "        <td class=\"number\">1.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Other relative</td>\n",
              "        <td class=\"number\">30450</td>\n",
              "        <td class=\"number\">1.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Sibling</td>\n",
              "        <td class=\"number\">28751</td>\n",
              "        <td class=\"number\">0.9%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Child-in-law</td>\n",
              "        <td class=\"number\">11888</td>\n",
              "        <td class=\"number\">0.4%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"other\">\n",
              "        <td class=\"fillremaining\">Other values (2)</td>\n",
              "        <td class=\"number\">13642</td>\n",
              "        <td class=\"number\">0.4%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "</div>\n",
              "</div><div class=\"row variablerow\">\n",
              "    <div class=\"col-md-3 namecol\">\n",
              "        <p class=\"h4 pp-anchor\" id=\"pp_var_SEX\">SEX<br/>\n",
              "            <small>Categorical</small>\n",
              "        </p>\n",
              "    </div><div class=\"col-md-3\">\n",
              "    <table class=\"stats \">\n",
              "        <tr class=\"\">\n",
              "            <th>Distinct count</th>\n",
              "            <td>2</td>\n",
              "        </tr>\n",
              "        <tr>\n",
              "            <th>Unique (%)</th>\n",
              "            <td>0.0%</td>\n",
              "        </tr>\n",
              "        <tr class=\"ignore\">\n",
              "            <th>Missing (%)</th>\n",
              "            <td>0.0%</td>\n",
              "        </tr>\n",
              "        <tr class=\"ignore\">\n",
              "            <th>Missing (n)</th>\n",
              "            <td>0</td>\n",
              "        </tr>\n",
              "    </table>\n",
              "</div>\n",
              "<div class=\"col-md-6 collapse in\" id=\"minifreqtable-323743369479086938\">\n",
              "    <table class=\"mini freq\">\n",
              "        <tr class=\"\">\n",
              "    <th>Female</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 51.6%\">\n",
              "            1567099\n",
              "        </div>\n",
              "        \n",
              "    </td>\n",
              "</tr><tr class=\"\">\n",
              "    <th>Male</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:94%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 48.4%\">\n",
              "            1472382\n",
              "        </div>\n",
              "        \n",
              "    </td>\n",
              "</tr>\n",
              "    </table>\n",
              "</div>\n",
              "<div class=\"col-md-12 text-right\">\n",
              "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable-323743369479086938, #minifreqtable-323743369479086938\"\n",
              "       aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
              "        Toggle details\n",
              "    </a>\n",
              "</div>\n",
              "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable-323743369479086938\">\n",
              "    \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">Female</td>\n",
              "        <td class=\"number\">1567099</td>\n",
              "        <td class=\"number\">51.6%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Male</td>\n",
              "        <td class=\"number\">1472382</td>\n",
              "        <td class=\"number\">48.4%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:94%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "</div>\n",
              "</div><div class=\"row variablerow\">\n",
              "    <div class=\"col-md-3 namecol\">\n",
              "        <p class=\"h4 pp-anchor\" id=\"pp_var_AGE\">AGE<br/>\n",
              "            <small>Numeric</small>\n",
              "        </p>\n",
              "    </div><div class=\"col-md-6\">\n",
              "    <div class=\"row\">\n",
              "        <div class=\"col-sm-6\">\n",
              "            <table class=\"stats \">\n",
              "                <tr>\n",
              "                    <th>Distinct count</th>\n",
              "                    <td>97</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Unique (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Missing (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Missing (n)</th>\n",
              "                    <td>0</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Infinite (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Infinite (n)</th>\n",
              "                    <td>0</td>\n",
              "                </tr>\n",
              "            </table>\n",
              "\n",
              "        </div>\n",
              "        <div class=\"col-sm-6\">\n",
              "            <table class=\"stats \">\n",
              "\n",
              "                <tr>\n",
              "                    <th>Mean</th>\n",
              "                    <td>41.277</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Minimum</th>\n",
              "                    <td>0</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Maximum</th>\n",
              "                    <td>96</td>\n",
              "                </tr>\n",
              "                <tr class=\"alert\">\n",
              "                    <th>Zeros (%)</th>\n",
              "                    <td>1.0%</td>\n",
              "                </tr>\n",
              "            </table>\n",
              "        </div>\n",
              "    </div>\n",
              "</div>\n",
              "<div class=\"col-md-3 collapse in\" id=\"minihistogram3223949965724679617\">\n",
              "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAABNElEQVR4nO3awVFCMQBFUXEoySLsybU9UYQ9xQacO4Dz/TE5Z80iCy4PyL%2BMMcYL8KPXsw8AM7uefQB%2B7%2B3j9tDrvz7fDzrJegQymUff7BzLVywIAoEgEAgCgSAQCAKBsMTfvM/8NfrMXYD7hv1YEAjTLYiLMmZiQSBMtyArsYb/nwWBsO2C%2BHTnHhYEgkAgCATCtr9BdvZXTx6swIJAEAgEgUAQCASBQBAIBIFAEAgEgUAQCASBQBAIBIFA8DQvd9n1CWALAkEgEAQCQSAQBAJBIBAEAkEgEAQCwU06h1nh9t2CQBAIBIFAEAiEyxhjnH0ImJUFgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgSAQCAKBIBAIAoEgEAgCgfANCv8gO2DFzAkAAAAASUVORK5CYII%3D\">\n",
              "\n",
              "</div>\n",
              "<div class=\"col-md-12 text-right\">\n",
              "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives3223949965724679617,#minihistogram3223949965724679617\"\n",
              "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
              "        Toggle details\n",
              "    </a>\n",
              "</div>\n",
              "<div class=\"row collapse col-md-12\" id=\"descriptives3223949965724679617\">\n",
              "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
              "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles3223949965724679617\"\n",
              "                                                  aria-controls=\"quantiles3223949965724679617\" role=\"tab\"\n",
              "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#histogram3223949965724679617\" aria-controls=\"histogram3223949965724679617\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#common3223949965724679617\" aria-controls=\"common3223949965724679617\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#extreme3223949965724679617\" aria-controls=\"extreme3223949965724679617\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
              "\n",
              "    </ul>\n",
              "\n",
              "    <div class=\"tab-content\">\n",
              "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles3223949965724679617\">\n",
              "            <div class=\"col-md-4 col-md-offset-1\">\n",
              "                <p class=\"h4\">Quantile statistics</p>\n",
              "                <table class=\"stats indent\">\n",
              "                    <tr>\n",
              "                        <th>Minimum</th>\n",
              "                        <td>0</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>5-th percentile</th>\n",
              "                        <td>4</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Q1</th>\n",
              "                        <td>21</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Median</th>\n",
              "                        <td>42</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Q3</th>\n",
              "                        <td>60</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>95-th percentile</th>\n",
              "                        <td>78</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Maximum</th>\n",
              "                        <td>96</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Range</th>\n",
              "                        <td>96</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Interquartile range</th>\n",
              "                        <td>39</td>\n",
              "                    </tr>\n",
              "                </table>\n",
              "            </div>\n",
              "            <div class=\"col-md-4 col-md-offset-2\">\n",
              "                <p class=\"h4\">Descriptive statistics</p>\n",
              "                <table class=\"stats indent\">\n",
              "                    <tr>\n",
              "                        <th>Standard deviation</th>\n",
              "                        <td>23.567</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Coef of variation</th>\n",
              "                        <td>0.57096</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Kurtosis</th>\n",
              "                        <td>-1.044</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Mean</th>\n",
              "                        <td>41.277</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>MAD</th>\n",
              "                        <td>20.249</td>\n",
              "                    </tr>\n",
              "                    <tr class=\"\">\n",
              "                        <th>Skewness</th>\n",
              "                        <td>0.0061861</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Sum</th>\n",
              "                        <td>125459655</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Variance</th>\n",
              "                        <td>555.42</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Memory size</th>\n",
              "                        <td>23.2 MiB</td>\n",
              "                    </tr>\n",
              "                </table>\n",
              "            </div>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram3223949965724679617\">\n",
              "            <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAlgAAAGQCAYAAAByNR6YAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nO3de3SU9Z3H8U%2BSkSC5D5jgZtVQuSy5QAEhNqARUPAWVIxA1KNRRC4RSkq6oIBQdcUupNgGDoo9sEW7y2yilYsgLHLxRm29lE4GUIlQNSeYSGYgiQmQZPYPDlPHRJKBXzKZ8H6d4/Hw%2Bz3P8/vyNZn5%2BDzPPBPkdrvdAgAAgDHB/i4AAACgsyFgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABhGwAIAADCMgAUAAGAYAQsAAMAwAhYAAIBhBCwAAADDCFgAAACGEbAAAAAMI2ABAAAYRsACAAAwjIAFAABgGAELAADAMAIWAACAYQQsAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABhGwAIAADCMgAUAAGAYAQsAAMAwAhYAAIBhBCwAAADDLP4u4GJRUVFl/JjBwUGyWsNUWVmjxka38ePjn%2Bh1%2B6HX7Ydetw/63H6a6/Vll0X4pxa/rAojgoODFBQUpODgIH%2BX0unR6/ZDr9sPvW4f9Ln9dKReE7AAAAAMI2ABAAAYRsACAAAwjIAFAABgGAELAADAMAIWAACAYQQsAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDCLvwsAAJh1y/Pv%2BbuEVts6e7i/SwDaBGewAAAADCNgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGE8pgEAWhBIjz0A0DFwBgsAAMAwAhYAAIBhBCwAAADDCFgAAACGEbAAAAAMI2ABAAAYRsACAAAwjIAFAABgGAELAADAMAIWAACAYQQsAAAAwwhYAAAAhhGwAAAADCNgAQAAGNYhAtazzz6rfv36ef68d%2B9eZWZmavDgwbrtttu0ceNGr%2B3XrVunsWPHavDgwcrKylJxcbFn7uTJk3ryySd1/fXXKzU1VbNmzZLT6fTMl5aW6tFHH1VqaqpGjhyppUuXqrGxsdVrAwAAtMTvAevAgQPasGGD58/l5eWaMWOGJk2apL1792r%2B/PlauHCh7Ha7JGnnzp0qKCjQf/7nf%2Br999/XyJEjNW3aNH333XeSpOXLl8vhcMhms2nbtm1yu916/PHHPcefOXOm4uLitGPHDq1du1Y7duzQH/7wh1atDQAA0Bp%2BDViNjY1atGiRsrOzPWObNm1SQkKCMjMzFRoaqrS0NI0aNUqFhYWSJJvNpvHjx2vgwIHq2rWrHnnkEUnSrl27VF9fr6KiIs2YMUOXX365oqOjNXv2bO3evVvffPON7Ha7Dh48qLy8PEVERCghIUHZ2dmy2WytWhsAAKA1/Bqw1q9fr9DQUGVkZHjGHA6HEhMTvbZLTEz0XAb84XxwcLD69%2B8vu92uL7/8UlVVVUpKSvLMX3311eratascDoccDofi4%2BMVFRXlmU9KStLhw4dVXV3d4toAAACtYfHXwt9%2B%2B60KCgr08ssve427XC7FxcV5jUVHR3vuo3K5XF4BSZKioqLkdDrlcrkkSZGRkV7zkZGRnvkfzp091tn5c63dWuXl5aqoqPAas1i6KTY21qfjtCQkJNjr32g79Lr90OuLi8XS%2Bf878zPdfjpSr/0WsJYsWaLx48erd%2B/e%2Bvrrr33a1%2B12n/d8S/uaYLPZtGLFCq%2BxnJwczZo1q03Wi4y8tE2Oi6bodfuh1xeHmJgwf5fQbviZbj8dodd%2BCVh79%2B7VJ598os2bNzeZi4mJ8ZyJOsvpdMpqtf7ovMvlUp8%2BfTzbuFwuhYX985f2%2BPHj6t69uxoaGprdNygoSFartcW1W2vixIkaNWqU15jF0k1OZ41Px2lJSEiwIiMv1YkTtWpoaGx5B5w3et1%2B6PXFxfTrYkfEz3T7aa7X/grxfglYGzdu1LFjxzRy5EhJ/zyrlJqaqocffrhJ8CouLtbAgQMlScnJyXI4HLrrrrskSQ0NDdq/f78yMzN1xRVXKCoqynOvlSR99tlnOnXqlJKTk1VeXq6ysjJVVlZ6QpPdblfv3r0VFhamlJQUvfrqqz%2B6dmvFxsY2uRxYUVGl%2Bvq2%2BcVqaGhss2PDG71uP/T64nAx/TfmZ7r9dIRe%2B%2BUi5bx587Rt2zZt2LBBGzZs0OrVqyVJGzZsUEZGhkpLS1VYWKiTJ09qz5492rNnjyZMmCBJysrK0uuvv66//e1vqq2t1apVq9SlSxfdcMMNCgkJ0YQJE/TCCy%2BorKxMTqdTv/nNb3TTTTepR48eSkxMVEpKivLz81VdXa2SkhKtXbtWWVlZktTi2gAAAK3hlzNYUVFRXjeq19fXS5J69uwpSXrxxRf1zDPP6Fe/%2BpXi4%2BO1dOlS/du//Zsk6frrr9cvfvELzZ49W8eOHVNKSopWr16trl27SpJmzZqlmpoa3XHHHaqvr9fIkSO1ePFiz1q/%2B93vtHDhQg0fPlzh4eGaNGmS7r33XklS9%2B7dz7k2AABAawS52%2BOub6iiosr4MS2WYMXEhMnprPH7qdDOjl63n47Y61uef8/fJXRaW2cP93cJba4j/kx3Vs31%2BrLLIvxSi/8/xwgAANDJELAAAAAMI2ABAAAYRsACAAAwjIAFAABgGAELAADAMAIWAACAYQQsAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGEWfxeAi8ctz7/n7xJ8snX2cH%2BX4JNA6m%2Bg9RYAfMUZLAAAAMMIWAAAAIYRsAAAAAwjYAEAABhGwAIAADCMgAUAAGAYAQsAAMAwAhYAAIBhBCwAAADDCFgAAACGEbAAAAAMI2ABAAAYRsACAAAwjIAFAABgGAELAADAMAIWAACAYQQsAAAAwyz%2BLgAX5pr5b/q7BAAA8AOcwQIAADCMgAUAAGAYAQsAAMAwAhYAAIBhBCwAAADDCFgAAACGEbAAAAAMI2ABAAAYRsACAAAwjCe5A2h3tzz/nr9LAIA2xRksAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABhGwAIAADCMgAUAAGAYAQsAAMAwvwasgwcP6sEHH9SQIUOUlpam2bNnq6KiQpK0d%2B9eZWZmavDgwbrtttu0ceNGr33XrVunsWPHavDgwcrKylJxcbFn7uTJk3ryySd1/fXXKzU1VbNmzZLT6fTMl5aW6tFHH1VqaqpGjhyppUuXqrGx0TPf0toAAADnYvHXwqdOndLDDz%2Bs%2B%2B67Ty%2B99JKqq6v185//XIsXL9aiRYs0Y8YMzZ8/XxkZGfroo480ffp09erVSykpKdq5c6cKCgr0%2B9//Xv369dO6des0bdo0bd%2B%2BXd26ddPy5cvlcDhks9l06aWXauHChXr88cf1wgsvSJJmzpyppKQk7dixQ8eOHdPUqVPVo0cPPfTQQyovLz/n2rh43PL8e/4uAQAQoPx2Bqu2tla5ubmaOnWqunTpIqvVqptuukmff/65Nm3apISEBGVmZio0NFRpaWkaNWqUCgsLJUk2m03jx4/XwIED1bVrVz3yyCOSpF27dqm%2Bvl5FRUWaMWOGLr/8ckVHR2v27NnavXu3vvnmG9ntdh08eFB5eXmKiIhQQkKCsrOzZbPZJKnFtQEAAFritzNYUVFRuueeezx//uKLL/SnP/1Jt9xyixwOhxITE722T0xM1NatWyVJDodDt956q2cuODhY/fv3l91uV//%2B/VVVVaWkpCTP/NVXX62uXbvK4XCovLxc8fHxioqK8swnJSXp8OHDqq6ubnHt1igvL/dc6jzLYumm2NjYVh%2BjNUJCuIUOQGCzWDr/69jZ12pes9teR%2Bq13wLWWaWlpRo7dqzq6%2Bs1YcIEzZo1S1OmTFFcXJzXdtHR0Z77qFwul1dAks4ENqfTKZfLJUmKjIz0mo%2BMjPTM/3Du7LHOzp9r7daw2WxasWKF11hOTo5mzZrV6mMAwMUgJibM3yW0m8jIS/1dwkWjI/Ta7wErPj5edrtd//jHP/Tkk0/q3//931u1n9vtPu/5lva9UBMnTtSoUaO8xiyWbnI6a4yu0xESOgBcCNOvix1RSEiwIiMv1YkTtWpoaGx5B5y35nrtrxDv94AlSUFBQUpISFBubq4mTZqk9PR0z5mos5xOp6xWqyQpJiamybzL5VKfPn0827hcLoWF/bOpx48fV/fu3dXQ0NDsvkFBQbJarc0e%2B/trt0ZsbGyTy4EVFVWqr%2BcXCwC%2B72J6XWxoaLyo/r7%2B1BF67bdTIHv37tXYsWO9Ho8QHHymnAEDBng9dkGSiouLNXDgQElScnKyHA6HZ66hoUH79%2B/XwIEDdcUVVygqKspr/rPPPtOpU6eUnJys5ORklZWVqbKy0jNvt9vVu3dvhYWFKSUl5ZxrAwAAtMRvASs5OVnV1dVaunSpamtrVVlZqYKCAl1zzTXKyspSaWmpCgsLdfLkSe3Zs0d79uzRhAkTJElZWVl6/fXX9be//U21tbVatWqVunTpohtuuEEhISGaMGGCXnjhBZWVlcnpdOo3v/mNbrrpJvXo0UOJiYlKSUlRfn6%2BqqurVVJSorVr1yorK0uSlJGRcc61AQAAWhLkbusbks7h008/1TPPPKO///3v6tatm6699lrNmzdPcXFx%2Butf/6pnnnlGJSUlio%2BP15w5czRmzBjPvv/93/%2Bt1atX69ixY0pJSdHixYvVt29fSWeesbVkyRK98cYbqq%2Bv18iRI7V48WJFRERIko4ePaqFCxfqL3/5i8LDwzVp0iQ99thjCgoKkqQW1z4fFRVVF7R/cyyWYN207B3jxwWA9rJ19nB/l9DmLJZgxcSEyems8ftlq86uuV5fdlmEX2rxa8C6mBCwAKApAhZM6kgBi4%2BhAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABjmc8AaNWqUVqxYobKysraoBwAAIOD5HLDuvvtubdmyRTfeeKMeeeQRbd%2B%2BXfX19W1RGwAAQEDyOWDl5ORoy5Yt%2Bt///V/16dNHzz77rNLT07V06VIdPny4LWoEAAAIKBf8Zc9ut1tbtmzR4sWLVV1drbS0NP385z/XgAEDTNXYKfBlzwAQ%2BM7ny6n5suf20ym%2B7Pn06dPasmWLpkyZorlz5youLk6PP/64%2Bvfvr%2BzsbG3atMlknQAAAAHD4usOJSUlKioq0uuvv66amhqNHTtWf/jDHzRkyBDPNkOHDtXixYuVkZFhtFgAAIBA4HPAuu2229SrVy9NnTpVd955p6Kjo5tsk56ersrKSiMFAgAABBqfA9a6des0bNiwFrfbt2/feRUEAAAQ6Hy%2BB6tfv36aNm2aduzY4Rn7r//6L02ZMkUul8tocQAAAIHI54C1ZMkSVVVVqXfv3p6xG264QY2NjXruueeMFgcAABCIfL5E%2BO6772rTpk2KiYnxjCUkJGjZsmW6/fbbjRYHAAAQiHw%2Bg1VXV6fQ0NCmBwoOVm1trZGiAAAAApnPAWvo0KF67rnndPz4cc/YN998o1/96ldej2oAAAC4WPl8ifCJJ57Qww8/rJ/97GcKDw9XY2OjampqdMUVV%2Bjll19uixoBAAACis8B64orrtAbb7yht99%2BW19%2B%2BaWCg4PVq1cvjRgxQiEhIW1RIwAAQEDxOWBJUpcuXXTjjTeargUAAKBT8DlgffXVV8rPz9fnn3%2Buurq6JvNvvfWWkcIAAAAC1Xndg1VeXq4RI0aoW7dubVETAABAQPM5YBUXF%2Butt96S1Wpti3oAAAACns%2BPaejevTtnrgAAAM7B54A1depUrVixQm63uy3qAQAACHg%2BXyJ8%2B%2B239fHHH%2Bu1117Tv/7rvyo42DujrV%2B/3lhxAAAAgcjngBUeHq7rr7%2B%2BLWoBAADoFHwOWEuWLGmLOgAAADoNn%2B/BkqQvvvhCBQUFevzxxz1jn3zyibGiAAAAApnPAWvv3r0aN26ctm/frs2bN0s68/DRBx54gIeMAgAA6DwC1vLly/XLX/5SmzZtUlBQkKQz30/43HPPaeXKlcYLBAAACDQ%2BB6zPPvtMWVlZkuQJWJJ08803q6SkxFxlAAAAAcrngBUREdHsdxCWl5erS5cuRooCAAAIZD4HrMGDB%2BvZZ59VdXW1Z%2Bzw4cOaO3eufvaznxktDgAAIBD5/JiGxx9/XA8%2B%2BKBSU1PV0NCgwYMHq7a2Vn369NFzzz3XFjUCAAAEFJ8DVs%2BePbV582bt2bNHhw8fVteuXdWrVy8NHz7c654sAACAi5XPAUuSLrnkEt14442mawEAAOgUfA5Yo0aNOueZKp6FBQAALnY%2BB6xbb73VK2A1NDTo8OHDstvtevDBB40WBwAAEIh8Dlh5eXnNjm/btk0ffPDBBRcEAAAQ6M7ruwibc%2BONN%2BqNN94wdTgAAICAZSxg7d%2B/X26329ThAAAAApbPlwgnTZrUZKy2tlYlJSUaM2aMkaIAAAACmc8BKyEhocmnCENDQ5WZmal77rnHWGEAAACByueAxdPaAQAAzs3ngPX666%2B3ets777zT18MDAAAEPJ8D1vz589XY2NjkhvagoCCvsaCgIAIWAAC4KPkcsH7/%2B99rzZo1mjZtmvr16ye3261PP/1UL730ku6//36lpqa2RZ0AAAAB47zuwVq9erXi4uI8Y9dcc42uuOIKTZ48WZs3bzZaIAAAQKDx%2BTlYR44cUVRUVJPxyMhIlZaWGikKAAAgkPkcsOLj4/Xcc8/J6XR6xk6cOKH8/HxdeeWVRosDAAAIRD5fInziiSc0Z84c2Ww2hYWFKTg4WNXV1eratatWrlzZFjUCAAAEFJ8D1ogRI7R7927t2bNHR48eldvtVlxcnK677jpFRES0RY0AAAAB5by%2Bi/DSSy/V6NGjNXr0aD300EO69dZbzytclZaWKicnR6mpqUpLS9O8efN04sQJSdKBAwd0//33a8iQIRozZozWrFnjte%2BWLVuUkZGhQYMGafz48Xr33Xc9c42NjVq%2BfLlGjx6toUOHavLkyfrqq6888y6XS7Nnz1ZaWppGjBih%2BfPnq66uzjPf0toAAADn4nPAqqur09y5czVo0CDdcsstks7cg/XII494wlFrTZs2TZGRkdq5c6dee%2B01ff755/r1r3%2Bturo6TZ06Vddee63eeecdLV%2B%2BXC%2B%2B%2BKK2b98u6UwAmjt3rvLy8vTnP/9Z2dnZeuyxx3T06FFJ0h//%2BEdt2rRJq1ev1q5du5SQkKCcnBzPc7oWLlyo2tpabd68Wa%2B%2B%2BqpKSkq0bNkyz9/vXGsDAAC0xOeAtXTpUh04cEDLli1TcPA/d29oaPCElNY4ceKEkpOTNWfOHIWFhalnz56666679OGHH2r37t06ffq0pk%2Bfrm7duikpKUn33HOPbDabJKmwsFDp6elKT09XaGioxo0bp759%2B2rjxo2SJJvNpuzsbF199dUKDw9Xbm6uSkpKtG/fPn377bfasWOHcnNzZbVaFRcXpxkzZujVV1/V6dOnW1wbAACgJT4HrG3btul3v/udbr75Zs%2BXPkdGRmrJkiU%2BneU5u0%2BPHj08Y2VlZYqNjZXD4VC/fv0UEhLimUtMTFRxcbEkyeFwKDEx0et4iYmJstvtqqur06FDh7zmw8PDddVVV8lut%2BvAgQMKCQlRv379PPNJSUn67rvv9MUXX7S4NgAAQEt8vsm9pqZGCQkJTcatVqu%2B%2B%2B678y7EbrfrlVde0apVq7R161ZFRkZ6zUdHR8vlcqmxsVEul6vJs7iioqJ06NAhHT9%2BXG63u9l5p9Op6OhohYeHe8Lh2TlJcjqdcrlc51z7%2B2ftfkx5ebkqKiq8xiyWboqNjW25ET4ICTmvW%2BgAAOfJYvH9dffsazWv2W2vI/Xa54B15ZVX6oMPPlBqaqrXdw%2B%2B%2Beab%2Bpd/%2BZfzKuKjjz7S9OnTNWfOHKWlpWnr1q3Nbvf9UPTD70L8oXPNt7RvS2u3xGazacWKFV5jOTk5mjVrls/rAgA6jpiYsPPeNzLyUoOV4Fw6Qq99Dlj33nuvZs6cqbvvvluNjY1au3atiouLtW3bNs2fP9/nAnbu3Klf/vKXWrhwoefLoa1Wq44cOeK1ncvlUnR0tIKDgxUTEyOXy9Vk3mq1erZpbr579%2B6yWq2qrq5WQ0OD5zLg2W3Pzp9r7daYOHGiRo0a5TVmsXST01nTqv1bqyMkdAC4mJzP63hISLAiIy/ViRO1amhobIOqcFZzvb6QUHwhfA5YEydOlMVi0SuvvKKQkBC98MIL6tWrl5YtW6abb77Zp2N9/PHHmjt3rn77299qxIgRnvHk5GT9z//8j%2Brr62WxnCnRbrdr4MCBnvkf3hNlt9t12223KTQ0VH369JHD4dCwYcMknbmh/ssvv9SAAQMUHx8vt9utgwcPKikpybNvZGSkevXq1eLarREbG9vkcmBFRZXq6/nFAoBAdiGv4w0NjbwPtJOO0GufT4FUVlbq7rvv1p/%2B9Cft27dPH3zwgdavX%2B9zuKqvr9eCBQuUl5fnFa4kKT09XeHh4Vq1apVqa2u1b98%2BFRUVKSsrS5I0YcIEvf/%2B%2B9q9e7dOnjypoqIiHTlyROPGjZMkZWVlad26dSopKVF1dbWWLVum/v37KyUlRVarVWPHjtXzzz%2BvyspKHT16VCtXrlRmZqYsFkuLawMAALQkyO3jDUmDBg3Sxx9/7NM9Sc358MMPdd9996lLly5N5t58803V1NRo0aJFKi4uVo8ePTRlyhTde%2B%2B9nm22b9%2Bu/Px8lZaWqnfv3po/f76GDh0q6cw9VgUFBVq/fr1qamqUmpqqp556Sj179pQkVVVVadGiRdq1a5cuueQS3X777Zo3b56nls8%2B%2B%2Byca5%2BPioqqC9q/ORZLsG5a9o7x4wIAmrd19nCf97FYghUTEyans8bvZ1U6u%2BZ6fdll/vmWGZ8D1rRp0zRu3DjdeuutbVVTp0TAAoDAR8Dq2DpSwPL5HqzLL79c//Ef/6HVq1fryiuv1CWXXOI1n5%2Bfb6w4AACAQORzwDp06JB%2B8pOfSDrz3CgAAAB4a3XAys3N1fLly/Xyyy97xlauXKmcnJw2KQwAACBQtfpThDt37mwytnr1aqPFAAAAdAatDljN3Qt/Pk9EBwAA6OxaHbCaeyzDhT6qAQAAoDPiu1YAAAAMI2ABAAAY1upPEZ4%2BfVpz5sxpcYznYAEAgItdqwPWkCFDVF5e3uIYAADAxa7VAev7z78CAADAj%2BMeLAAAAMMIWAAAAIYRsAAAAAwjYAEAABhGwAIAADCMgAUAAGAYAQsAAMAwAhYAAIBhBCwAAADDCFgAAACGEbAAAAAMI2ABAAAYRsACAAAwjIAFAABgGAELAADAMAIWAACAYQQsAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGEWfxcAAECguOX59/xdgk%2B2zh7u7xIuWpzBAgAAMIyABQAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABhGwAIAADCMgAUAAGAYAQsAAMAwAhYAAIBhBCwAAADDCFgAAACGEbAAAAAMI2ABAAAYRsACAAAwjIAFAABgGAELAADAMAIWAACAYQQsAAAAwwhYAAAAhhGwAAAADPNrwHrnnXeUlpam3NzcJnNbtmxRRkaGBg0apPHjx%2Bvdd9/1zDU2Nmr58uUaPXq0hg4dqsmTJ%2Burr77yzLtcLs2ePVtpaWkaMWKE5s%2Bfr7q6Os/8gQMHdP/992vIkCEaM2aM1qxZ0%2Bq1AQAAWuK3gPXSSy/pmWee0VVXXdVk7sCBA5o7d67y8vL05z//WdnZ2Xrsscd09OhRSdIf//hHbdq0SatXr9auXbuUkJCgnJwcud1uSdLChQtVW1urzZs369VXX1VJSYmWLVsmSaqrq9PUqVN17bXX6p133tHy5cv14osvavv27a1aGwAAoCV%2BC1ihoaEqKipqNmAVFhYqPT1d6enpCg0N1bhx49S3b19t3LhRkmSz2ZSdna2rr75a4eHhys3NVUlJifbt26dvv/1WO3bsUG5urqxWq%2BLi4jRjxgy9%2BuqrOn36tHbv3q3Tp09r%2BvTp6tatm5KSknTPPffIZrO1am0AAICWWPy18AMPPPCjcw6HQ%2Bnp6V5jiYmJstvtqqur06FDh5SYmOiZCw8P11VXXSW73a6qqiqFhISoX79%2BnvmkpCR99913%2BuKLL%2BRwONSvXz%2BFhIR4HbuwsLDFtVurvLxcFRUVXmMWSzfFxsa2%2BhitERLCLXQAgB9nsVxc7xNn3xc7wvuj3wLWubhcLkVFRXmNRUVF6dChQzp%2B/Ljcbnez806nU9HR0QoPD1dQUJDXnCQ5nU65XC5FRkZ67RsdHS2Xy6XGxsZzrt1aNptNK1as8BrLycnRrFmzWn0MAAAuVExMmL9L8IvIyEv9XULHDFiSPPdTnc98S/s25/uB7Hz2/76JEydq1KhRXmMWSzc5nTUXdNwf6ggJHQDQcZl%2B3%2BnoQkKCFRl5qU6cqFVDQ6Mk/4XMDhmwYmJi5HK5vMZcLpesVquio6MVHBzc7Hz37t1ltVpVXV2thoYGz2XAs9uenT9y5EiTfc8e91xrt1ZsbGyTy4EVFVWqr29s9TEAALhQF%2Bv7TkNDo9//7h3yFEhycrKKi4u9xux2uwYOHKjQ0FD16dNHDofDM3fixAl9%2BeWXGjBggPr37y%2B3262DBw967RsZGalevXopOTlZn376qerr65scu6W1AQAAWqNDBqwJEybo/fff1%2B7du3Xy5EkVFRXpyJEjGjdunCQpKytL69atU0lJiaqrq7Vs2TL1799fKSkpslqtGjt2rJ5//nlVVlbq6NGjWrlypTIzMyIYk1YAAAytSURBVGWxWJSenq7w8HCtWrVKtbW12rdvn4qKipSVldWqtQEAAFoS5L7QG47OU0pKiiR5ziRZLGeuVp79tN727duVn5%2Bv0tJS9e7dW/Pnz9fQoUMlnblHqqCgQOvXr1dNTY1SU1P11FNPqWfPnpKkqqoqLVq0SLt27dIll1yi22%2B/XfPmzVOXLl0kSZ999pkWLVqk4uJi9ejRQ1OmTNG9997rqe1ca5%2BvioqqC9q/ORZLsG5a9o7x4wIAOoets4f7u4R2ZbEEKyYmTE5njecS4WWXRfilFr8FrIsNAQsA0N4IWP4LWB3yEiEAAEAgI2ABAAAYRsACAAAwjIAFAABgGAELAADAMAIWAACAYQQsAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABhGwAIAADCMgAUAAGAYAQsAAMAwAhYAAIBhBCwAAADDCFgAAACGEbAAAAAMI2ABAAAYRsACAAAwjIAFAABgGAELAADAMAIWAACAYQQsAAAAwwhYAAAAhhGwAAAADLP4uwAAANA2bnn%2BPX%2BX0GpbZw/3dwlGcQYLAADAMAIWAACAYQQsAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABhGwAIAADCMgAUAAGAYAQsAAMAwAhYAAIBhBCwAAADDCFgAAACGEbAAAAAMI2ABAAAYRsACAAAwjIAFAABgGAELAADAMAJWM0pLS/Xoo48qNTVVI0eO1NKlS9XY2OjvsgAAQICw%2BLuAjmjmzJlKSkrSjh07dOzYMU2dOlU9evTQQw895O/SAABAAOAM1g/Y7XYdPHhQeXl5ioiIUEJCgrKzs2Wz2fxdGgAACBCcwfoBh8Oh%2BPh4RUVFecaSkpJ0%2BPBhVVdXKzw8vMVjlJeXq6KiwmvMYumm2NhYo7WGhJCPAQCdg8Vy4e9pZ98XO8L7IwHrB1wulyIjI73GzoYtp9PZqoBls9m0YsUKr7HHHntMM2fONFeozgS5B3t%2BrokTJxoPb/BWXl4um81Gr9sBvW4/9Lp90Of2U15erj/84fcdotf%2Bj3gdkNvtvqD9J06cqNdee83rn4kTJxqq7p8qKiq0YsWKJmfLYB69bj/0uv3Q6/ZBn9tPR%2Bo1Z7B%2BwGq1yuVyeY25XC4FBQXJarW26hixsbF%2BT84AAMB/OIP1A8nJySorK1NlZaVnzG63q3fv3goLC/NjZQAAIFAQsH4gMTFRKSkpys/PV3V1tUpKSrR27VplZWX5uzQAABAgQhYvXrzY30V0NNddd502b96sp59%2BWm%2B88YYyMzM1efJkBQUF%2Bbu0JsLCwjRs2DDOrrUDet1%2B6HX7odftgz63n47S6yD3hd7RDQAAAC9cIgQAADCMgAUAAGAYAQsAAMAwAhYAAIBhBCwAAADDCFgAAACGEbAAAAAMI2ABAAAYRsACAAAwjIAVgEpLS/Xoo48qNTVVI0eO1NKlS9XY2OjvsjqN0tJS5eTkKDU1VWlpaZo3b55OnDghSTpw4IDuv/9%2BDRkyRGPGjNGaNWv8XG3n8Oyzz6pfv36eP%2B/du1eZmZkaPHiwbrvtNm3cuNGP1XUeq1at0ogRI/TTn/5U2dnZ%2BvrrryXRb5P279%2BvBx54QNdcc42GDx%2BuvLw8VVZWSqLPJrzzzjtKS0tTbm5uk7ktW7YoIyNDgwYN0vjx4/Xuu%2B965hobG7V8%2BXKNHj1aQ4cO1eTJk/XVV1%2B1bbFuBJy77rrLvWDBAveJEyfchw8fdo8ZM8a9Zs0af5fVadx%2B%2B%2B3uefPmuaurq91lZWXu8ePHu5944gl3bW2t%2B7rrrnMXFBS4a2pq3MXFxe5hw4a5t23b5u%2BSA9r%2B/fvdw4YNc/ft29ftdrvd33zzjfunP/2pu7Cw0F1XV%2Bd%2B77333AMGDHD//e9/93Olge2VV15x33zzze6SkhJ3VVWV%2B%2Bmnn3Y//fTT9Nug06dPu4cPH%2B7Oz893nzx50l1ZWel%2B6KGH3DNnzqTPBqxevdo9ZswY96RJk9yzZ8/2mtu/f787OTnZvXv3bnddXZ17w4YN7oEDB7rLysrcbrfbvW7dOvfIkSPdhw4dcldVVbmfeuopd0ZGhruxsbHN6uUMVoCx2%2B06ePCg8vLyFBERoYSEBGVnZ8tms/m7tE7hxIkTSk5O1pw5cxQWFqaePXvqrrvu0ocffqjdu3fr9OnTmj59urp166akpCTdc8899P4CNDY2atGiRcrOzvaMbdq0SQkJCcrMzFRoaKjS0tI0atQoFRYW%2Bq/QTmDNmjXKzc3VT37yE4WHh2vBggVasGAB/TaooqJCFRUVuuOOO9SlSxfFxMTopptu0oEDB%2BizAaGhoSoqKtJVV13VZK6wsFDp6elKT09XaGioxo0bp759%2B3rOEtpsNmVnZ%2Bvqq69WeHi4cnNzVVJSon379rVZvQSsAONwOBQfH6%2BoqCjPWFJSkg4fPqzq6mo/VtY5REZGasmSJerRo4dnrKysTLGxsXI4HOrXr59CQkI8c4mJiSouLvZHqZ3C%2BvXrFRoaqoyMDM%2BYw%2BFQYmKi13b0%2BcJ88803%2Bvrrr3X8%2BHHdeuutSk1N1axZs1RZWUm/DYqLi1P//v1ls9lUU1OjY8eOafv27brhhhvoswEPPPCAIiIimp37sf7a7XbV1dXp0KFDXvPh4eG66qqrZLfb26xeAlaAcblcioyM9Bo7G7acTqc/SurU7Ha7XnnlFU2fPr3Z3kdHR8vlcnEP3Hn49ttvVVBQoEWLFnmN/1if%2Bfk%2Bf0ePHpUkvfnmm1q7dq02bNigo0ePasGCBfTboODgYBUUFOitt97S4MGDlZaWpvr6es2ZM4c%2BtzGXy%2BV14kE6897odDp1/Phxud3uH51vKwSsAOR2u/1dwkXho48%2B0uTJkzVnzhylpaX96HZBQUHtWFXnsWTJEo0fP169e/f2dymd3tnXjEceeURxcXHq2bOnZs6cqZ07d/q5ss7l1KlTmjZtmm6%2B%2BWZ9%2BOGHevvttxUREaG8vDx/l3ZRaOm9sb3fOwlYAcZqtcrlcnmNuVwuBQUFyWq1%2Bqmqzmfnzp169NFH9cQTT%2BiBBx6QdKb3P/y/HZfLpejoaAUH86vki7179%2BqTTz5RTk5Ok7mYmJgmP%2BNOp5Of7wtw9pL398%2BgxMfHy%2B126/Tp0/TbkL179%2Brrr7/WL37xC0VERCguLk6zZs3S//3f/yk4OJg%2Bt6HmXjdcLpesVqvnNbq5%2Be7du7dZTbwrBJjk5GSVlZV5PvYrnbmM1bt3b4WFhfmxss7j448/1ty5c/Xb3/5Wd955p2c8OTlZn376qerr6z1jdrtdAwcO9EeZAW3jxo06duyYRo4cqdTUVI0fP16SlJqaqr59%2Bza5L6W4uJg%2BX4CePXsqPDxcBw4c8IyVlpbqkksuUXp6Ov02pKGhQY2NjV5nSk6dOiVJSktLo89tKDk5uUl/z74%2Bh4aGqk%2BfPnI4HJ65EydO6Msvv9SAAQParCYCVoBJTExUSkqK8vPzVV1drZKSEq1du1ZZWVn%2BLq1TqK%2Bv14IFC5SXl6cRI0Z4zaWnpys8PFyrVq1SbW2t9u3bp6KiInp/HubNm6dt27Zpw4YN2rBhg1avXi1J2rBhgzIyMlRaWqrCwkKdPHlSe/bs0Z49ezRhwgQ/Vx24LBaLMjMz9cILL%2Bgf//iHjh07ppUrVyojI0N33XUX/TZk0KBB6tatmwoKClRbWyun06lVq1Zp6NChuuOOO%2BhzG5owYYLef/997d69WydPnlRRUZGOHDmicePGSZKysrK0bt06lZSUqLq6WsuWLVP//v2VkpLSZjUFubmhJ%2BAcPXpUCxcu1F/%2B8heFh4dr0qRJeuyxx7gXyIAPP/xQ9913n7p06dJk7s0331RNTY0WLVqk4uJi9ejRQ1OmTNG9997rh0o7l6%2B//lqjR4/Wp59%2BKkn661//qmeeeUYlJSWKj4/XnDlzNGbMGD9XGdhOnTqlJUuW6I033tDp06c1duxYLVy4UGFhYfTboOLiYv3617/WwYMH1aVLFw0bNkzz5s1TXFwcfb5AZ8PQ2asIFotFkjyfBNy%2Bfbvy8/NVWlqq3r17a/78%2BRo6dKikM/dfFRQUaP369aqpqVFqaqqeeuop9ezZs83qJWABAAAYxiVCAAAAwwhYAAAAhhGwAAAADCNgAQAAGEbAAgAAMIyABQAAYBgBCwAAwDACFgAAgGEELAAAAMMIWAAAAIYRsAAAAAwjYAEAABhGwAIAADDs/wGMturZnsiSbQAAAABJRU5ErkJggg%3D%3D\"/>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common3223949965724679617\">\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">60</td>\n",
              "        <td class=\"number\">47727</td>\n",
              "        <td class=\"number\">1.6%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">59</td>\n",
              "        <td class=\"number\">46779</td>\n",
              "        <td class=\"number\">1.5%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">58</td>\n",
              "        <td class=\"number\">46249</td>\n",
              "        <td class=\"number\">1.5%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">55</td>\n",
              "        <td class=\"number\">46153</td>\n",
              "        <td class=\"number\">1.5%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">56</td>\n",
              "        <td class=\"number\">46100</td>\n",
              "        <td class=\"number\">1.5%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">57</td>\n",
              "        <td class=\"number\">46076</td>\n",
              "        <td class=\"number\">1.5%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">54</td>\n",
              "        <td class=\"number\">45278</td>\n",
              "        <td class=\"number\">1.5%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">62</td>\n",
              "        <td class=\"number\">45039</td>\n",
              "        <td class=\"number\">1.5%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">61</td>\n",
              "        <td class=\"number\">45022</td>\n",
              "        <td class=\"number\">1.5%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">53</td>\n",
              "        <td class=\"number\">44182</td>\n",
              "        <td class=\"number\">1.5%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"other\">\n",
              "        <td class=\"fillremaining\">Other values (87)</td>\n",
              "        <td class=\"number\">2580876</td>\n",
              "        <td class=\"number\">84.9%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme3223949965724679617\">\n",
              "            <p class=\"h4\">Minimum 5 values</p>\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">0</td>\n",
              "        <td class=\"number\">31040</td>\n",
              "        <td class=\"number\">1.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:91%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">1</td>\n",
              "        <td class=\"number\">32098</td>\n",
              "        <td class=\"number\">1.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:95%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2</td>\n",
              "        <td class=\"number\">32856</td>\n",
              "        <td class=\"number\">1.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:97%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">3</td>\n",
              "        <td class=\"number\">33598</td>\n",
              "        <td class=\"number\">1.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:99%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">4</td>\n",
              "        <td class=\"number\">33792</td>\n",
              "        <td class=\"number\">1.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "            <p class=\"h4\">Maximum 5 values</p>\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">92</td>\n",
              "        <td class=\"number\">2846</td>\n",
              "        <td class=\"number\">0.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:39%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">93</td>\n",
              "        <td class=\"number\">3498</td>\n",
              "        <td class=\"number\">0.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:47%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">94</td>\n",
              "        <td class=\"number\">7397</td>\n",
              "        <td class=\"number\">0.2%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">95</td>\n",
              "        <td class=\"number\">3342</td>\n",
              "        <td class=\"number\">0.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:45%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">96</td>\n",
              "        <td class=\"number\">71</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "        </div>\n",
              "    </div>\n",
              "</div>\n",
              "</div><div class=\"row variablerow\">\n",
              "    <div class=\"col-md-3 namecol\">\n",
              "        <p class=\"h4 pp-anchor\" id=\"pp_var_MARST\">MARST<br/>\n",
              "            <small>Categorical</small>\n",
              "        </p>\n",
              "    </div><div class=\"col-md-3\">\n",
              "    <table class=\"stats \">\n",
              "        <tr class=\"\">\n",
              "            <th>Distinct count</th>\n",
              "            <td>6</td>\n",
              "        </tr>\n",
              "        <tr>\n",
              "            <th>Unique (%)</th>\n",
              "            <td>0.0%</td>\n",
              "        </tr>\n",
              "        <tr class=\"ignore\">\n",
              "            <th>Missing (%)</th>\n",
              "            <td>0.0%</td>\n",
              "        </tr>\n",
              "        <tr class=\"ignore\">\n",
              "            <th>Missing (n)</th>\n",
              "            <td>0</td>\n",
              "        </tr>\n",
              "    </table>\n",
              "</div>\n",
              "<div class=\"col-md-6 collapse in\" id=\"minifreqtable-5311540785355494540\">\n",
              "    <table class=\"mini freq\">\n",
              "        <tr class=\"\">\n",
              "    <th>Married, spouse present</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 42.8%\">\n",
              "            1302394\n",
              "        </div>\n",
              "        \n",
              "    </td>\n",
              "</tr><tr class=\"\">\n",
              "    <th>Single</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:94%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 40.3%\">\n",
              "            1225686\n",
              "        </div>\n",
              "        \n",
              "    </td>\n",
              "</tr><tr class=\"\">\n",
              "    <th>DIvorced</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:21%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 8.9%\">\n",
              "            271229\n",
              "        </div>\n",
              "        \n",
              "    </td>\n",
              "</tr><tr class=\"other\">\n",
              "    <th>Other values (3)</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:19%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 7.9%\">\n",
              "            &nbsp;\n",
              "        </div>\n",
              "        240172\n",
              "    </td>\n",
              "</tr>\n",
              "    </table>\n",
              "</div>\n",
              "<div class=\"col-md-12 text-right\">\n",
              "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable-5311540785355494540, #minifreqtable-5311540785355494540\"\n",
              "       aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
              "        Toggle details\n",
              "    </a>\n",
              "</div>\n",
              "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable-5311540785355494540\">\n",
              "    \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">Married, spouse present</td>\n",
              "        <td class=\"number\">1302394</td>\n",
              "        <td class=\"number\">42.8%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Single</td>\n",
              "        <td class=\"number\">1225686</td>\n",
              "        <td class=\"number\">40.3%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:94%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">DIvorced</td>\n",
              "        <td class=\"number\">271229</td>\n",
              "        <td class=\"number\">8.9%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:21%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Widowed</td>\n",
              "        <td class=\"number\">153666</td>\n",
              "        <td class=\"number\">5.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:12%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Married, spouse absent</td>\n",
              "        <td class=\"number\">45103</td>\n",
              "        <td class=\"number\">1.5%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:4%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Separated</td>\n",
              "        <td class=\"number\">41403</td>\n",
              "        <td class=\"number\">1.4%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:4%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "</div>\n",
              "</div><div class=\"row variablerow\">\n",
              "    <div class=\"col-md-3 namecol\">\n",
              "        <p class=\"h4 pp-anchor\" id=\"pp_var_RACE\">RACE<br/>\n",
              "            <small>Categorical</small>\n",
              "        </p>\n",
              "    </div><div class=\"col-md-3\">\n",
              "    <table class=\"stats \">\n",
              "        <tr class=\"\">\n",
              "            <th>Distinct count</th>\n",
              "            <td>9</td>\n",
              "        </tr>\n",
              "        <tr>\n",
              "            <th>Unique (%)</th>\n",
              "            <td>0.0%</td>\n",
              "        </tr>\n",
              "        <tr class=\"ignore\">\n",
              "            <th>Missing (%)</th>\n",
              "            <td>0.0%</td>\n",
              "        </tr>\n",
              "        <tr class=\"ignore\">\n",
              "            <th>Missing (n)</th>\n",
              "            <td>0</td>\n",
              "        </tr>\n",
              "    </table>\n",
              "</div>\n",
              "<div class=\"col-md-6 collapse in\" id=\"minifreqtable-7159681227508166972\">\n",
              "    <table class=\"mini freq\">\n",
              "        <tr class=\"\">\n",
              "    <th>White</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 76.9%\">\n",
              "            2338272\n",
              "        </div>\n",
              "        \n",
              "    </td>\n",
              "</tr><tr class=\"\">\n",
              "    <th>Black</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:13%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 9.4%\">\n",
              "            &nbsp;\n",
              "        </div>\n",
              "        285221\n",
              "    </td>\n",
              "</tr><tr class=\"\">\n",
              "    <th>Other asian or pacific islander</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:6%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 4.0%\">\n",
              "            &nbsp;\n",
              "        </div>\n",
              "        120706\n",
              "    </td>\n",
              "</tr><tr class=\"other\">\n",
              "    <th>Other values (6)</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:13%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 9.7%\">\n",
              "            &nbsp;\n",
              "        </div>\n",
              "        295282\n",
              "    </td>\n",
              "</tr>\n",
              "    </table>\n",
              "</div>\n",
              "<div class=\"col-md-12 text-right\">\n",
              "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable-7159681227508166972, #minifreqtable-7159681227508166972\"\n",
              "       aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
              "        Toggle details\n",
              "    </a>\n",
              "</div>\n",
              "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable-7159681227508166972\">\n",
              "    \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">White</td>\n",
              "        <td class=\"number\">2338272</td>\n",
              "        <td class=\"number\">76.9%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Black</td>\n",
              "        <td class=\"number\">285221</td>\n",
              "        <td class=\"number\">9.4%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:13%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Other asian or pacific islander</td>\n",
              "        <td class=\"number\">120706</td>\n",
              "        <td class=\"number\">4.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:6%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Other race, nec</td>\n",
              "        <td class=\"number\">116935</td>\n",
              "        <td class=\"number\">3.8%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:5%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Two major races</td>\n",
              "        <td class=\"number\">82764</td>\n",
              "        <td class=\"number\">2.7%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:4%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Chinese</td>\n",
              "        <td class=\"number\">41724</td>\n",
              "        <td class=\"number\">1.4%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">American Indian, Alaskan native</td>\n",
              "        <td class=\"number\">34691</td>\n",
              "        <td class=\"number\">1.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Three or more</td>\n",
              "        <td class=\"number\">11366</td>\n",
              "        <td class=\"number\">0.4%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Japanese</td>\n",
              "        <td class=\"number\">7802</td>\n",
              "        <td class=\"number\">0.3%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "</div>\n",
              "</div><div class=\"row variablerow\">\n",
              "    <div class=\"col-md-3 namecol\">\n",
              "        <p class=\"h4 pp-anchor\" id=\"pp_var_BPL\">BPL<br/>\n",
              "            <small>Categorical</small>\n",
              "        </p>\n",
              "    </div><div class=\"col-md-3\">\n",
              "    <table class=\"stats \">\n",
              "        <tr class=\"alert\">\n",
              "            <th>Distinct count</th>\n",
              "            <td>123</td>\n",
              "        </tr>\n",
              "        <tr>\n",
              "            <th>Unique (%)</th>\n",
              "            <td>0.0%</td>\n",
              "        </tr>\n",
              "        <tr class=\"ignore\">\n",
              "            <th>Missing (%)</th>\n",
              "            <td>0.0%</td>\n",
              "        </tr>\n",
              "        <tr class=\"ignore\">\n",
              "            <th>Missing (n)</th>\n",
              "            <td>0</td>\n",
              "        </tr>\n",
              "    </table>\n",
              "</div>\n",
              "<div class=\"col-md-6 collapse in\" id=\"minifreqtable3493779388179752927\">\n",
              "    <table class=\"mini freq\">\n",
              "        <tr class=\"\">\n",
              "    <th>California</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:11%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 8.6%\">\n",
              "            &nbsp;\n",
              "        </div>\n",
              "        262089\n",
              "    </td>\n",
              "</tr><tr class=\"\">\n",
              "    <th>New york</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:9%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 6.6%\">\n",
              "            &nbsp;\n",
              "        </div>\n",
              "        200210\n",
              "    </td>\n",
              "</tr><tr class=\"\">\n",
              "    <th>Texas</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:8%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 6.1%\">\n",
              "            &nbsp;\n",
              "        </div>\n",
              "        186243\n",
              "    </td>\n",
              "</tr><tr class=\"other\">\n",
              "    <th>Other values (120)</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 78.7%\">\n",
              "            2390939\n",
              "        </div>\n",
              "        \n",
              "    </td>\n",
              "</tr>\n",
              "    </table>\n",
              "</div>\n",
              "<div class=\"col-md-12 text-right\">\n",
              "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable3493779388179752927, #minifreqtable3493779388179752927\"\n",
              "       aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
              "        Toggle details\n",
              "    </a>\n",
              "</div>\n",
              "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable3493779388179752927\">\n",
              "    \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">California</td>\n",
              "        <td class=\"number\">262089</td>\n",
              "        <td class=\"number\">8.6%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:16%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">New york</td>\n",
              "        <td class=\"number\">200210</td>\n",
              "        <td class=\"number\">6.6%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:13%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Texas</td>\n",
              "        <td class=\"number\">186243</td>\n",
              "        <td class=\"number\">6.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:12%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Pennsylvania</td>\n",
              "        <td class=\"number\">135091</td>\n",
              "        <td class=\"number\">4.4%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:9%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Illinois</td>\n",
              "        <td class=\"number\">130222</td>\n",
              "        <td class=\"number\">4.3%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:8%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Ohio</td>\n",
              "        <td class=\"number\">123516</td>\n",
              "        <td class=\"number\">4.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:8%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Michigan</td>\n",
              "        <td class=\"number\">104396</td>\n",
              "        <td class=\"number\">3.4%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Florida</td>\n",
              "        <td class=\"number\">88291</td>\n",
              "        <td class=\"number\">2.9%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:6%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Mexico</td>\n",
              "        <td class=\"number\">87682</td>\n",
              "        <td class=\"number\">2.9%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:6%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">New Jersey</td>\n",
              "        <td class=\"number\">73038</td>\n",
              "        <td class=\"number\">2.4%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:5%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"other\">\n",
              "        <td class=\"fillremaining\">Other values (113)</td>\n",
              "        <td class=\"number\">1648703</td>\n",
              "        <td class=\"number\">54.2%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "</div>\n",
              "</div><div class=\"row variablerow\">\n",
              "    <div class=\"col-md-3 namecol\">\n",
              "        <p class=\"h4 pp-anchor\" id=\"pp_var_EDUC\">EDUC<br/>\n",
              "            <small>Categorical</small>\n",
              "        </p>\n",
              "    </div><div class=\"col-md-3\">\n",
              "    <table class=\"stats \">\n",
              "        <tr class=\"\">\n",
              "            <th>Distinct count</th>\n",
              "            <td>11</td>\n",
              "        </tr>\n",
              "        <tr>\n",
              "            <th>Unique (%)</th>\n",
              "            <td>0.0%</td>\n",
              "        </tr>\n",
              "        <tr class=\"ignore\">\n",
              "            <th>Missing (%)</th>\n",
              "            <td>0.0%</td>\n",
              "        </tr>\n",
              "        <tr class=\"ignore\">\n",
              "            <th>Missing (n)</th>\n",
              "            <td>0</td>\n",
              "        </tr>\n",
              "    </table>\n",
              "</div>\n",
              "<div class=\"col-md-6 collapse in\" id=\"minifreqtable-9178416975461651181\">\n",
              "    <table class=\"mini freq\">\n",
              "        <tr class=\"\">\n",
              "    <th>Grade 12</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:64%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 28.5%\">\n",
              "            865188\n",
              "        </div>\n",
              "        \n",
              "    </td>\n",
              "</tr><tr class=\"\">\n",
              "    <th>4 years of college</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:35%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 15.4%\">\n",
              "            467207\n",
              "        </div>\n",
              "        \n",
              "    </td>\n",
              "</tr><tr class=\"\">\n",
              "    <th>1 year of college</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:26%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 11.5%\">\n",
              "            349604\n",
              "        </div>\n",
              "        \n",
              "    </td>\n",
              "</tr><tr class=\"other\">\n",
              "    <th>Other values (8)</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 44.7%\">\n",
              "            1357482\n",
              "        </div>\n",
              "        \n",
              "    </td>\n",
              "</tr>\n",
              "    </table>\n",
              "</div>\n",
              "<div class=\"col-md-12 text-right\">\n",
              "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable-9178416975461651181, #minifreqtable-9178416975461651181\"\n",
              "       aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
              "        Toggle details\n",
              "    </a>\n",
              "</div>\n",
              "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable-9178416975461651181\">\n",
              "    \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">Grade 12</td>\n",
              "        <td class=\"number\">865188</td>\n",
              "        <td class=\"number\">28.5%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">4 years of college</td>\n",
              "        <td class=\"number\">467207</td>\n",
              "        <td class=\"number\">15.4%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:54%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">1 year of college</td>\n",
              "        <td class=\"number\">349604</td>\n",
              "        <td class=\"number\">11.5%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:41%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\"> 5+ years of college</td>\n",
              "        <td class=\"number\">292446</td>\n",
              "        <td class=\"number\">9.6%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:34%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Nursery to grade 4</td>\n",
              "        <td class=\"number\">242657</td>\n",
              "        <td class=\"number\">8.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:28%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Grades 5,6,7, or 8</td>\n",
              "        <td class=\"number\">209214</td>\n",
              "        <td class=\"number\">6.9%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:24%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2 years of college</td>\n",
              "        <td class=\"number\">203672</td>\n",
              "        <td class=\"number\">6.7%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:24%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">No school</td>\n",
              "        <td class=\"number\">189897</td>\n",
              "        <td class=\"number\">6.2%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:22%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Grade 11</td>\n",
              "        <td class=\"number\">80882</td>\n",
              "        <td class=\"number\">2.7%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:10%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Grade 10</td>\n",
              "        <td class=\"number\">72966</td>\n",
              "        <td class=\"number\">2.4%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:9%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "</div>\n",
              "</div><div class=\"row variablerow\">\n",
              "    <div class=\"col-md-3 namecol\">\n",
              "        <p class=\"h4 pp-anchor\" id=\"pp_var_CLASSWKRD\">CLASSWKRD<br/>\n",
              "            <small>Categorical</small>\n",
              "        </p>\n",
              "    </div><div class=\"col-md-3\">\n",
              "    <table class=\"stats \">\n",
              "        <tr class=\"\">\n",
              "            <th>Distinct count</th>\n",
              "            <td>9</td>\n",
              "        </tr>\n",
              "        <tr>\n",
              "            <th>Unique (%)</th>\n",
              "            <td>0.0%</td>\n",
              "        </tr>\n",
              "        <tr class=\"alert\">\n",
              "            <th>Missing (%)</th>\n",
              "            <td>40.7%</td>\n",
              "        </tr>\n",
              "        <tr class=\"alert\">\n",
              "            <th>Missing (n)</th>\n",
              "            <td>1238260</td>\n",
              "        </tr>\n",
              "    </table>\n",
              "</div>\n",
              "<div class=\"col-md-6 collapse in\" id=\"minifreqtable-2188512487359063470\">\n",
              "    <table class=\"mini freq\">\n",
              "        <tr class=\"\">\n",
              "    <th>Wage/salary, private</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:95%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 38.7%\">\n",
              "            1176773\n",
              "        </div>\n",
              "        \n",
              "    </td>\n",
              "</tr><tr class=\"\">\n",
              "    <th>Wage/salary, non-profit</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:13%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 4.9%\">\n",
              "            &nbsp;\n",
              "        </div>\n",
              "        150272\n",
              "    </td>\n",
              "</tr><tr class=\"\">\n",
              "    <th>Local govt</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:11%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 4.4%\">\n",
              "            &nbsp;\n",
              "        </div>\n",
              "        133461\n",
              "    </td>\n",
              "</tr><tr class=\"other\">\n",
              "    <th>Other values (5)</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:28%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 11.2%\">\n",
              "            340715\n",
              "        </div>\n",
              "        \n",
              "    </td>\n",
              "</tr><tr class=\"missing\">\n",
              "    <th>(Missing)</th>\n",
              "    <td>\n",
              "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
              "             data-delay=500 title=\"Percentage: 40.7%\">\n",
              "            1238260\n",
              "        </div>\n",
              "        \n",
              "    </td>\n",
              "</tr>\n",
              "    </table>\n",
              "</div>\n",
              "<div class=\"col-md-12 text-right\">\n",
              "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable-2188512487359063470, #minifreqtable-2188512487359063470\"\n",
              "       aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
              "        Toggle details\n",
              "    </a>\n",
              "</div>\n",
              "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable-2188512487359063470\">\n",
              "    \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">Wage/salary, private</td>\n",
              "        <td class=\"number\">1176773</td>\n",
              "        <td class=\"number\">38.7%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:95%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Wage/salary, non-profit</td>\n",
              "        <td class=\"number\">150272</td>\n",
              "        <td class=\"number\">4.9%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:13%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Local govt</td>\n",
              "        <td class=\"number\">133461</td>\n",
              "        <td class=\"number\">4.4%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:11%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Self-employed, not incorporated</td>\n",
              "        <td class=\"number\">123560</td>\n",
              "        <td class=\"number\">4.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:10%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">State govt</td>\n",
              "        <td class=\"number\">85686</td>\n",
              "        <td class=\"number\">2.8%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Self-employed, incorporated</td>\n",
              "        <td class=\"number\">70115</td>\n",
              "        <td class=\"number\">2.3%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:6%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Federal govt</td>\n",
              "        <td class=\"number\">53939</td>\n",
              "        <td class=\"number\">1.8%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:5%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">Unpaid family worker</td>\n",
              "        <td class=\"number\">7415</td>\n",
              "        <td class=\"number\">0.2%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"missing\">\n",
              "        <td class=\"fillremaining\">(Missing)</td>\n",
              "        <td class=\"number\">1238260</td>\n",
              "        <td class=\"number\">40.7%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "</div>\n",
              "</div><div class=\"row variablerow\">\n",
              "    <div class=\"col-md-3 namecol\">\n",
              "        <p class=\"h4 pp-anchor\" id=\"pp_var_UHRSWORK\">UHRSWORK<br/>\n",
              "            <small>Numeric</small>\n",
              "        </p>\n",
              "    </div><div class=\"col-md-6\">\n",
              "    <div class=\"row\">\n",
              "        <div class=\"col-sm-6\">\n",
              "            <table class=\"stats \">\n",
              "                <tr>\n",
              "                    <th>Distinct count</th>\n",
              "                    <td>100</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Unique (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Missing (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Missing (n)</th>\n",
              "                    <td>0</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Infinite (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Infinite (n)</th>\n",
              "                    <td>0</td>\n",
              "                </tr>\n",
              "            </table>\n",
              "\n",
              "        </div>\n",
              "        <div class=\"col-sm-6\">\n",
              "            <table class=\"stats \">\n",
              "\n",
              "                <tr>\n",
              "                    <th>Mean</th>\n",
              "                    <td>20.175</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Minimum</th>\n",
              "                    <td>0</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Maximum</th>\n",
              "                    <td>99</td>\n",
              "                </tr>\n",
              "                <tr class=\"alert\">\n",
              "                    <th>Zeros (%)</th>\n",
              "                    <td>47.5%</td>\n",
              "                </tr>\n",
              "            </table>\n",
              "        </div>\n",
              "    </div>\n",
              "</div>\n",
              "<div class=\"col-md-3 collapse in\" id=\"minihistogram4617158274404582168\">\n",
              "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAABKUlEQVR4nO3csY3CQBBA0eNESRRxPRHTE0XQ05Kf0BdGAi/2e7mlSb5HG%2BwexhjjB3jod%2B0BYGbHtQf473S%2BLv7mdvl7wyRgg0ASCASBQBAIBIFAEAgEgUAQCASBQBAIBIFAEAgEgUAQCASBQBAIBIFAEAgEgUAQCITpHm3YEg9QfD8bBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCC4crvAK1do%2BW4CmYx77HPZbSC2Ac9wBoGwiQ1iG/Aumwhk75b%2BIJxZnieQHfrUxt1CiIcxxlh7CJiVQzoEgUAQCASBQBAIBIFAEAgEgUAQCASBQBAIBIFAEAgEgUAQCASBQBAIBIFAEAgEgUAQCASBQBAIBIFAEAiEOwCqG9L7keAIAAAAAElFTkSuQmCC\">\n",
              "\n",
              "</div>\n",
              "<div class=\"col-md-12 text-right\">\n",
              "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives4617158274404582168,#minihistogram4617158274404582168\"\n",
              "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
              "        Toggle details\n",
              "    </a>\n",
              "</div>\n",
              "<div class=\"row collapse col-md-12\" id=\"descriptives4617158274404582168\">\n",
              "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
              "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles4617158274404582168\"\n",
              "                                                  aria-controls=\"quantiles4617158274404582168\" role=\"tab\"\n",
              "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#histogram4617158274404582168\" aria-controls=\"histogram4617158274404582168\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#common4617158274404582168\" aria-controls=\"common4617158274404582168\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#extreme4617158274404582168\" aria-controls=\"extreme4617158274404582168\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
              "\n",
              "    </ul>\n",
              "\n",
              "    <div class=\"tab-content\">\n",
              "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles4617158274404582168\">\n",
              "            <div class=\"col-md-4 col-md-offset-1\">\n",
              "                <p class=\"h4\">Quantile statistics</p>\n",
              "                <table class=\"stats indent\">\n",
              "                    <tr>\n",
              "                        <th>Minimum</th>\n",
              "                        <td>0</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>5-th percentile</th>\n",
              "                        <td>0</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Q1</th>\n",
              "                        <td>0</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Median</th>\n",
              "                        <td>12</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Q3</th>\n",
              "                        <td>40</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>95-th percentile</th>\n",
              "                        <td>50</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Maximum</th>\n",
              "                        <td>99</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Range</th>\n",
              "                        <td>99</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Interquartile range</th>\n",
              "                        <td>40</td>\n",
              "                    </tr>\n",
              "                </table>\n",
              "            </div>\n",
              "            <div class=\"col-md-4 col-md-offset-2\">\n",
              "                <p class=\"h4\">Descriptive statistics</p>\n",
              "                <table class=\"stats indent\">\n",
              "                    <tr>\n",
              "                        <th>Standard deviation</th>\n",
              "                        <td>21.358</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Coef of variation</th>\n",
              "                        <td>1.0587</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Kurtosis</th>\n",
              "                        <td>-1.1962</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Mean</th>\n",
              "                        <td>20.175</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>MAD</th>\n",
              "                        <td>19.981</td>\n",
              "                    </tr>\n",
              "                    <tr class=\"\">\n",
              "                        <th>Skewness</th>\n",
              "                        <td>0.40754</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Sum</th>\n",
              "                        <td>61320762</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Variance</th>\n",
              "                        <td>456.17</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Memory size</th>\n",
              "                        <td>23.2 MiB</td>\n",
              "                    </tr>\n",
              "                </table>\n",
              "            </div>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram4617158274404582168\">\n",
              "            <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAlgAAAGQCAYAAAByNR6YAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nO3de3RU5b3G8SfJSJAkkwuY4MmhYLmZmwgW0gYkBAQsCAhGINbS9ICIRHISoQsUELQcUQliBRYQT6FQXXWa4JGLIpyUS7HQntpWnAygJUKVrEAimSEXEiDJnD9cmXYkkoB7Mm78ftbyD9539n5/82NHnuy9Z0%2BA2%2B12CwAAAIYJ9HcBAAAANxoCFgAAgMEIWAAAAAYjYAEAABiMgAUAAGAwAhYAAIDBCFgAAAAGI2ABAAAYjIAFAABgMAIWAACAwQhYAAAABiNgAQAAGIyABQAAYDACFgAAgMEIWAAAAAYjYAEAABiMgAUAAGAwAhYAAIDBCFgAAAAGI2ABAAAYjIAFAABgMAIWAACAwQhYAAAABiNgAQAAGIyABQAAYDACFgAAgMEIWAAAAAYjYAEAABiMgAUAAGAwAhYAAIDBCFgAAAAGI2ABAAAYjIAFAABgMAIWAACAwQhYAAAABiNgAQAAGIyABQAAYDACFgAAgMEIWAAAAAaz%2BLuAb4uKimrD9xkYGKCoqBBVVtaqqclt%2BP6/7eivb9Ff36K/vkV/fc%2BoHt9yS5iBVbUdZ7BMLDAwQAEBAQoMDPB3KTck%2Butb9Ne36K9v0V/fM3uPCVgAAAAGI2ABAAAYjIAFAABgMAIWAACAwQhYAAAABiNgAQAAGIyABQAAYDACFgAAgMEIWAAAAAYjYAEAABiMgAUAAGAwAhYAAIDBCFgAAAAGs/i7AHw931v4rr9LaLNdOYP9XQIAAO2CM1gAAAAGI2ABAAAYjIAFAABgMAIWAACAwQhYAAAABiNgAQAAGIyABQAAYDACFgAAgMEIWAAAAAYjYAEAABiMgAUAAGAwAhYAAIDBCFgAAAAG82nAOnjwoFJSUpSbm/uVr6mtrdWwYcO0YMECz1hTU5NWrVqlESNGaODAgZo%2Bfbo%2B%2B%2Bwzz7zL5VJOTo5SUlI0ZMgQLVy4UPX19Z75Y8eO6eGHH9Zdd92lUaNGaePGjV5rvvPOOxo3bpz69%2B%2BvSZMm6b333mvz2gAAAK3xWcB69dVXtWzZMnXv3v2qr1u9erVqamq8xl5//XXt2LFD%2Bfn52rdvn3r06KGsrCy53W5J0uLFi1VXV6edO3dq69atKikpUV5eniSpvr5ejz76qL7//e/r4MGDWrVqlTZs2KA9e/ZI%2BiJ8zZ8/X/PmzdMf//hHZWZm6vHHH9eZM2fatDYAAEBrfBawgoODVVhYeNWAdfz4ce3cuVMTJ070GrfZbMrMzFTPnj0VGhqq3NxclZSU6MiRI/r8889VVFSk3NxcRUVFKSYmRrNnz9bWrVt1%2BfJl7d%2B/X5cvX9Zjjz2mTp06KSEhQQ8%2B%2BKBsNpskqaCgQKmpqUpNTVVwcLDGjx%2BvPn36aPv27a2uDQAA0BY%2BC1jTpk1TWFjYV8673W4tXbpUubm5slqtnvH6%2BnqdOHFC8fHxnrHQ0FB1795ddrtdx44dU1BQkPr27euZT0hI0IULF/TJJ5/I4XCob9%2B%2BCgoK8szHx8eruLhYkuRwOLz23Txvt9tbXRsAAKAtLP5a2GazKSAgQJMmTdKaNWs84%2BfPn5fb7VZ4eLjX68PDw%2BV0OhUREaHQ0FAFBAR4zUmS0%2BmUy%2BXyCmySFBERIZfLpaamJrlcrhb3feLEiVbXbqvy8nJVVFR4jVksnRQdHd3mfbRFUJC5PqNgsZir3ub%2Bmq3PZkF/fYv%2B%2Bhb99T2z99gvAevcuXP6xS9%2BoV/96ldeQelfXe2ep%2Bu5H%2Bpf12lt%2B697v5XNZvMKjZKUlZWl7Ozsr7Vfs4uMDPF3CdfFar3Z3yXc0Oivb9Ff36K/vmfWHvslYD3//PO6//77vS7zNYuIiFBgYKBcLpfXuMvlUufOnRUVFaWamho1NjZ6LgM2v7Z5/tSpU1ds27zfyMjIFvcdFRXV6tptNWXKFA0fPtxrzGLpJKezts37aAuzpXqj37%2BvBQUFymq9WVVVdWpsbPJ3OTcc%2Butb9Ne36K/vGdVjf/1y75eAtX37dlmtVr355puSvrjvqqmpSfv27dOf/vQn9e7dWw6HQ4MGDZIkVVVV6dNPP9Udd9yh2NhYud1uHT9%2BXAkJCZIku90uq9Wq2267TYmJifrNb36jhoYGWSwWz3y/fv0kSYmJiZ77sZrZ7XaNHTtWwcHBV127raKjo6%2B4HFhRUa2Ghm/3D6FZ339jY5NpazcD%2Butb9Ne36K/vmbXHfjkFcuDAAe3YsUPbtm3Ttm3bNHXqVA0fPlzbtm2TJGVkZGjLli0qKSlRTU2N8vLyFBcXp6SkJEVFRWn06NF6%2BeWXVVlZqTNnzmjt2rVKT0%2BXxWJRamqqQkNDtW7dOtXV1enIkSMqLCxURkaGJGny5Mk6dOiQ9u/fr4sXL6qwsFCnTp3S%2BPHjW10bAACgLXx2Bqs5kDQ0NEiSioqKJH1xtqhr165erw0NDdXNN9/sGZ86daoqKir04x//WLW1tUpOTva6p%2BnZZ5/VkiVLNGLECN1000267777PA8z7dChg9avX68lS5YoPz9fXbp0UW5uroYNGyZJ6tOnj/Ly8rR8%2BXKVlpaqV69e2rBhg2655ZY2rQ0AANCaADdP0GwXFRXVhu/TYgnUyLyDhu/XV3blDPZ3CdfEYglUZGSInM5aU56e/qajv75Ff32L/vqeUT2%2B5ZavfmSUL5nrLmkAAAATIGABAAAYjIAFAABgMAIWAACAwQhYAAAABiNgAQAAGIyABQAAYDACFgAAgMEIWAAAAAYjYAEAABiMgAUAAGAwAhYAAIDBCFgAAAAGI2ABAAAYjIAFAABgMAIWAACAwQhYAAAABiNgAQAAGIyABQAAYDACFgAAgMEIWAAAAAYjYAEAABiMgAUAAGAwAhYAAIDBCFgAAAAGI2ABAAAYjIAFAABgMAIWAACAwQhYAAAABiNgAQAAGMynAevgwYNKSUlRbm7uFXN79uzR%2BPHj1b9/f40ePVq//e1vvea3bNmi0aNHa8CAAcrIyFBxcbFn7uLFi3r66ac1dOhQJScnKzs7W06n0zNfWlqqmTNnKjk5WWlpaVqxYoWampo884cPH1Z6eroGDBigsWPHavv27W1eGwAAoDU%2BC1ivvvqqli1bpu7du18x9%2BGHH2revHnKzs7Wn//8Zz311FN69tln9f7770uS9u7dq9WrV%2BvFF1/UoUOHlJaWplmzZunChQuSpFWrVsnhcMhms2n37t1yu9168sknPfufM2eOYmJiVFRUpE2bNqmoqEibN2%2BWJJWXl2v27NmaOnWqDh8%2BrIULF2rx4sWy2%2B1tWhsAAKA1PgtYwcHBKiwsbDFguVwuPfroo7rnnntksViUmpqqPn36eAKWzWbTpEmT1K9fP3Xs2FEzZsyQJO3bt08NDQ0qLCzU7NmzdeuttyoiIkI5OTnav3%2B/zp49K7vdruPHj2vevHkKCwtTjx49lJmZKZvNJknasWOHevToofT0dAUHByslJUXDhw9XQUFBq2sDAAC0hc8C1rRp0xQWFtbi3NChQ5WVleX5c0NDgyoqKhQTEyNJcjgcio%2BP/2eRgYGKi4uT3W7Xp59%2BqurqaiUkJHjme/bsqY4dO8rhcMjhcCg2Nlbh4eGe%2BYSEBJ08eVI1NTVX7FuS4uPjPZcBr7Y2AABAW1j8XYAk5eXlqVOnThozZoykL85w/WtAkqTw8HA5nU65XC5JktVq9Zq3Wq2e%2BS/PNe%2Breb45yDWLiIjw3MN1tbXbqry8XBUVFV5jFksnRUdHt3kfbREUZK7PKFgs5qq3ub9m67NZ0F/for%2B%2BRX99z%2Bw99mvAcrvdysvL086dO7VlyxYFBwd7zbW27fXMtbWur8Nms2nNmjVeY1lZWcrOzv5a%2BzW7yMgQf5dwXazWm/1dwg2N/voW/fUt%2But7Zu2x3wJWU1OTnnzySX344Yf6zW9%2Bo27dunnmIiMjPWeqmrlcLvXu3VtRUVGeP4eE/PMf7PPnz6tz585qbGxscduAgABFRUW1uG%2Bn0%2BnZ79XWbqspU6Zo%2BPDhXmMWSyc5nbVt3kdbmC3VG/3%2BfS0oKFBW682qqqpTY2NT6xvgmtBf36K/vkV/fc%2BoHvvrl3u/BaznnntOf//73/Wb3/xGERERXnOJiYlyOByaOHGiJKmxsVFHjx5Venq6unXrpvDwcM%2B9VpL08ccf69KlS0pMTFR5ebnKyspUWVnpCU12u129evVSSEiIkpKStHXrVq/1iouL1a9fv1bXbqvo6OgrLgdWVFSroeHb/UNo1vff2Nhk2trNgP76Fv31Lfrre2btsV9OgfzlL3/R9u3blZ%2Bff0W4kqSMjAy99dZb%2BuCDD1RXV6d169apQ4cOGjZsmIKCgjR58mStX79eZWVlcjqdeumllzRy5Eh16dJF8fHxSkpK0sqVK1VTU6OSkhJt2rRJGRkZkqRx48aptLRUBQUFunjxog4cOKADBw5o8uTJra4NAADQFj47g5WUlCTpi08ISlJRUZGkL84mbd26VdXV1UpLS/PaZuDAgdq4caOGDh2qJ554Qjk5OTp37pySkpKUn5%2Bvjh07SpKys7NVW1urCRMmqKGhQWlpaVq6dKlnP6%2B88ooWL16swYMHKzQ0VFOnTtVDDz0kSercubM2bNigZcuW6ZlnnlFsbKxWrFih22%2B/XZJaXRsAAKA1Ae6ve0c32qSiotrwfVosgRqZd9Dw/frKrpzB/i7hmlgsgYqMDJHTWWvK09PfdPTXt%2Bivb9Ff3zOqx7fc0vIjo3zNXHdJAwAAmAABCwAAwGAELAAAAIMRsAAAAAxGwAIAADAYAQsAAMBgBCwAAACDEbAAAAAMRsACAAAwGAELAADAYAQsAAAAgxGwAAAADEbAAgAAMBgBCwAAwGAELAAAAIMRsAAAAAxGwAIAADAYAQsAAMBgBCwAAACDEbAAAAAMRsACAAAwGAELAADAYAQsAAAAgxGwAAAADEbAAgAAMBgBCwAAwGAELAAAAIMRsAAAAAxGwAIAADAYAQsAAMBgPg1YBw8eVEpKinJzc6%2BYe%2BeddzRu3Dj1799fkyZN0nvvveeZa2pq0qpVqzRixAgNHDhQ06dP12effeaZd7lcysnJUUpKioYMGaKFCxeqvr7eM3/s2DE9/PDDuuuuuzRq1Cht3LjRsLUBAABa47OA9eqrr2rZsmXq3r37FXPHjh3T/PnzNW/ePP3xj39UZmamHn/8cZ05c0aS9Prrr2vHjh3Kz8/Xvn371KNHD2VlZcntdkuSFi9erLq6Ou3cuVNbt25VSUmJ8vLyJEn19fV69NFH9f3vf18HDx7UqlWrtGHDBu3Zs8eQtQEAAFrjs4AVHByswsLCFgNWQUGBUlNTlZqaquDgYI0fP159%2BvTR9u3bJUk2m02ZmZnq2bOnQkNDlZubq5KSEh05ckSff/65ioqKlJubq6ioKMXExGj27NnaunWrLl%2B%2BrP379%2Bvy5ct67LHH1KlTJyUkJOjBBx%2BUzWb72msDAAC0hcVXO542bdpXzjkcDqWmpnqNxcfHy263q76%2BXidOnFB8fLxnLjQ0VN27d5fdbld1dbWCgoLUt29fz3xCQoIuXLigTz75RA6HQ3379lVQUJDXvgsKCr722nfeeWeb3nt5ebkqKiq8xiyWToqOjm7T9m0VFGSuW%2BgsFnPV29xfs/XZLOivb9Ff36K/vmf2HvssYF2Ny%2BVSeHi411h4eLhOnDih8%2BfPy%2B12tzjvdDoVERGh0NBQBQQEeM1JktPplMvlktVq9do2IiJCLpdLTU1NX2vttrLZbFqzZo3XWFZWlrKzs9u8jxtRZGSIv0u4Llbrzf4u4YZGf32L/voW/fU9s/bYLwFLUqv3NF1t/nruh/rXQPZ11m6LKVOmaPjw4V5jFksnOZ21X2u/X2a2VG/0%2B/e1oKBAWa03q6qqTo2NTf4u54ZDf32L/voW/fU9o3rsr1/u/RKwIiMj5XK5vMZcLpeioqIUERGhwMDAFuc7d%2B6sqKgo1dTUqLGx0XMZsPm1zfOnTp26Ytvm/X6dtdsqOjr6isuBFRXVamj4dv8QmvX9NzY2mbZ2M6C/vkV/fYv%2B%2Bp5Ze%2ByXUyCJiYkqLi72GrPb7erXr5%2BCg4PVu3dvORwOz1xVVZU%2B/fRT3XHHHYqLi5Pb7dbx48e9trVarbrtttuUmJiojz76SA0NDVfs%2B%2BuuDQAA0BZ%2BCViTJ0/WoUOHtH//fl28eFGFhYU6deqUxo8fL0nKyMjQli1bVFJSopqaGuXl5SkuLk5JSUmKiorS6NGj9fLLL6uyslJnzpzR2rVrlZ6eLovFotTUVIWGhmrdunWqq6vTkSNHVFhYqIyMjK%2B9NgAAQFv47BJhcyBpPpNUVFQk6YuzRX369FFeXp6WL1%2Bu0tJS9erVSxs2bNAtt9wiSZo6daoqKir04x//WLW1tUpOTva6afzZZ5/VkiVLNGLECN1000267777PA8z7dChg9avX68lS5YoPz9fXbp0UW5uroYNGyZJX3ttAACA1gS4eYJmu6ioqDZ8nxZLoEbmHTR8v76yK2ewv0u4JhZLoCIjQ%2BR01pry%2Bv83Hf31LfrrW/TX94zq8S23hBlYVduZ62NoAAAAJkDAAgAAMBgBCwAAwGAELAAAAIMRsAAAAAzWYsAaPny41qxZo7KysvauBwAAwPRaDFgPPPCA3nnnHd1zzz2aMWOG9uzZ4/VkdAAAAHy1FgNWVlaW3nnnHf32t79V79699dxzzyk1NVUrVqzQyZMn27tGAAAAU7nqPVgJCQmaP3%2B%2B9u3bp6eeekq//e1vNWbMGE2fPl0ffvhhe9UIAABgKlcNWJcvX9Y777yjRx55RPPnz1dMTIyefPJJxcXFKTMzUzt27GivOgEAAEyjxe8iLCkpUWFhod566y3V1tZq9OjR2rx5s%2B666y7PawYOHKilS5dq3Lhx7VYsAACAGbQYsMaOHavbbrtNjz76qO6//35FRERc8ZrU1FRVVlb6vEAAAACzaTFgbdmyRYMGDWp14yNHjhheEAAAgNm1eA9W3759NWvWLBUVFXnGfvWrX%2BmRRx6Ry%2BVqt%2BIAAADMqMWAtXz5clVXV6tXr16esWHDhqmpqUnPP/98uxUHAABgRi1eInzvvfe0Y8cORUZGesZ69OihvLw83Xfffe1WHAAAgBm1eAarvr5ewcHBV744MFB1dXU%2BLwoAAMDMWgxYAwcO1PPPP6/z5897xs6ePatnnnnG61ENAAAAuFKLlwifeuop/cd//Id%2B8IMfKDQ0VE1NTaqtrVW3bt3061//ur1rBAAAMJUWA1a3bt309ttv6/e//70%2B/fRTBQYG6rbbbtOQIUMUFBTU3jUCAACYSosBS5I6dOige%2B65pz1rAQAAuCG0GLA%2B%2B%2BwzrVy5Un//%2B99VX19/xfzvfvc7nxcGAABgVl95D1Z5ebmGDBmiTp06tXdNAAAAptZiwCouLtbvfvc7RUVFtXc9AAAAptfiYxo6d%2B7MmSsAAIDr1GLAevTRR7VmzRq53e72rgcAAMD0WrxE%2BPvf/15//etf9eabb%2Brf//3fFRjoncPeeOONdikOAADAjFoMWKGhoRo6dGh71wLgW%2BKHL//B3yVck105g/1dAgCTaTFgLV%2B%2BvL3rAAAAuGG0eA%2BWJH3yySdavXq1nnzySc/Y3/72t3YpCgAAwMxaDFiHDx/W%2BPHjtWfPHu3cuVPSFw8fnTZtmqEPGT169KimTZum733vexo8eLDmzZunyspKTw3p6ekaMGCAxo4dq%2B3bt3ttu2XLFo0ePVoDBgxQRkaGiouLPXMXL17U008/raFDhyo5OVnZ2dlyOp2e%2BdLSUs2cOVPJyclKS0vTihUr1NTU5PX%2Br7Y2AADA1bQYsFatWqWf/exn2rFjhwICAiR98f2Ezz//vNauXWvIwg0NDZo5c6buvPNOHTp0SDt37lRlZaWWLl2q8vJyzZ49W1OnTtXhw4e1cOFCLV68WHa7XZK0d%2B9erV69Wi%2B%2B%2BKIOHTqktLQ0zZo1SxcuXPDU73A4ZLPZtHv3brndbq8zcXPmzFFMTIyKioq0adMmFRUVafPmzZLU6toAAACtaTFgffzxx8rIyJAkT8CSpHvvvVclJSWGLFxRUaGKigpNmDBBHTp0UGRkpEaOHKljx45px44d6tGjh9LT0xUcHKyUlBQNHz5cBQUFkiSbzaZJkyapX79%2B6tixo2bMmCFJ2rdvnxoaGlRYWKjZs2fr1ltvVUREhHJycrR//36dPXtWdrtdx48f17x58xQWFqYePXooMzNTNptNklpdGwAAoDUt3uQeFham%2Bvp6dejQwWu8vLz8irHrFRMTo7i4ONlsNv3nf/6n6uvrtWfPHg0bNkwOh0Px8fFer4%2BPj9euXbskSQ6HQ2PGjPHMBQYGKi4uTna7XXFxcaqurlZCQoJnvmfPnurYsaMcDofKy8sVGxur8PBwz3xCQoJOnjypmpqaVtdui/LyclVUVHiNWSydFB0d3eZ9tEVQ0FfeQveNZLGYq97m/pqtzzCe2Y5diePX1%2Biv75m9xy0GrAEDBui5557TokWLPGMnT57UkiVL9IMf/MCQhQMDA7V69WplZmZ6Ls8NGjRIc%2BfO1ezZsxUTE%2BP1%2BoiICM99VC6XyysgSVJ4eLicTqdcLpckyWq1es1brVbP/JfnmvfVPH%2B1tdvCZrNpzZo1XmNZWVnKzs5u8z5uRJGRIf4u4bpYrTf7uwT4mVmPXYnj19for%2B%2BZtcctBqwnn3xSP/nJT5ScnKzGxkYNGDBAdXV16t27t55//nlDFr506ZJmzZqle%2B%2B913P/1DPPPKN58%2Ba1afvWnjJ/tXlfP6F%2BypQpGj58uNeYxdJJTmetoeuYLdUb/f59LSgoUFbrzaqqqlNjY1PrG%2BCGZbZjV%2BL49TX663tG9dhfvyC1GLC6du2qnTt36sCBAzp58qQ6duyo2267TYMHD/a6J%2BvrOHz4sE6fPq0nnnhCQUFBCgsLU3Z2tiZMmKC7777bcyaqmdPp9Hz5dGRk5BXzLpdLvXv39rzG5XIpJOSfTT1//rw6d%2B6sxsbGFrcNCAhQVFRUi/v%2B17XbIjo6%2BorLgRUV1Wpo%2BHb/EJr1/Tc2Npm2dhjDzH//HL%2B%2BRX99z6w9bjFgSdJNN92ke%2B65x2cLNzY2qqmpyets0qVLlyRJKSkp%2Bp//%2BR%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%2B8osWLF2vw4MEKDQ3V1KlT9dBDD0lSq2sDAAC0JsB9DXd87969W3/605/09NNP%2B7KmG1JFRbXh%2B7RYAjUy76Dh%2B/UVs31hrsUSqMjIEDmdtaa8/v9Nxpc9%2Bx7Hr2/RX98zqse33BJmYFVtd00fQ7vnnnv09ttv%2B6oWAACAG8I1BayjR4/6/BEHAAAAZtfiPVhTp069Yqyurk4lJSUaNWqUz4sCAAAwsxYDVo8ePa543lVwcLDS09P14IMPtkthAAAAZtViwDLqae0AAADfRi0GrLfeeqvNO7j//vsNKwYAAOBG0GLAWrhw4RVPWZekgIAAr7GAgAACFgAAwJe0GLD%2B%2B7//Wxs3btSsWbPUt29fud1uffTRR3r11Vf18MMPKzk5ub3rBAAAMI2vvAcrPz9fMTExnrHvfe976tatm6ZPn66dO3e2W4EAAABm0%2BJzsE6dOqXw8PArxq1Wq0pLS31eFAAAgJm1GLBiY2P1/PPPy%2Bl0esaqqqq0cuVKfec732m34gAAAMyoxUuETz31lObOnSubzaaQkBAFBgaqpqZGHTt21Nq1a9u7RgAAAFNpMWANGTJE%2B/fv14EDB3TmzBm53W7FxMTo7rvvVliYf740EQAAwCxaDFiSdPPNN2vEiBE6c%2BaMunXr1p41AQAAmFqL92DV19dr/vz56t%2B/v374wx9K%2BuIerBkzZqiqqqpdCwQAADCbFgPWihUrdOzYMeXl5Skw8J8vaWxsVF5eXrsVBwAAYEYtBqzdu3frlVde0b333uv50mer1arly5drz5497VogAACA2bQYsGpra9WjR48rxqOionThwgVf1wQAAGBqLQas73znO/rTn/4kSV7fPfjuu%2B/q3/7t39qnMgAAAJNq8VOEDz30kObMmaMHHnhATU1N2rRpk4qLi7V7924tXLiwvWsEAAAwlRYD1pQpU2SxWPTaa68pKChI69ev12233aa8vDzde%2B%2B97V0jAACAqbQYsCorK/XAAw/ogQceaO96AAAATK/Fe7BGjBjhde8VAAAA2q7FgJWcnKxdu3a1dy0AAAA3hBYvEd566636r//6L%2BXn5%2Bs73/mObrrpJq/5lStXtktxAAAAZtRiwDpx4oS%2B%2B93vSpKcTme7FgQAAGB2XgErNzdXq1at0q9//WvP2Nq1a5WVldXuhQEAAJiV1z1Ye/fuveIF%2Bfn57VYMAADAjcArYLX0yUE%2BTQgAAHBtvAJW8xc7tzYGAACAr9biYxra07p16zRkyBDdeeedyszM1OnTpyVJhw8fVnp6ugYMGKCxY8dq%2B/btXttt2bJFoyeqJ%2BsAABw7SURBVEeP1oABA5SRkaHi4mLP3MWLF/X0009r6NChSk5OVnZ2ttfN%2BqWlpZo5c6aSk5OVlpamFStWqKmpyTPf2toAAABX49eA9frrr2v79u3asmWL3nvvPfXq1Uu/%2BtWvVF5ertmzZ2vq1Kk6fPiwFi5cqMWLF8tut0v64l6x1atX68UXX9ShQ4eUlpamWbNm6cKFC5KkVatWyeFwyGazaffu3XK73XryySc9686ZM0cxMTEqKirSpk2bVFRUpM2bN0tSq2sDAAC0xutThJcvX9bcuXPV2phRz8HauHGj5s%2Bf73kkxKJFiyRJv/zlL9WjRw%2Blp6dLklJSUjR8%2BHAVFBQoKSlJNptNkyZNUr9%2B/SRJM2bM0JYtW7Rv3z6NHj1ahYWFeuGFF3TrrbdKknJycjR27FidPXtW5eXlOn78uDZt2qSwsDCFhYUpMzNTmzdv1k9/%2BlPt2LHjqmsDAAC0xitg3XXXXSovL1drY0Y4e/asTp8%2BrfPnz2vMmDE6d%2B6ckpOTtXTpUjkcDsXHx3u9Pj4%2B3vN0eYfDoTFjxnjmAgMDFRcXJ7vdrri4OFVXVyshIcEz37NnT3Xs2FEOh0Pl5eWKjY1VeHi4Zz4hIUEnT55UTU1Nq2u3RXl5uSoqKrzGLJZOio6ObvM%2B2iIoyO9XeK%2BJxWKuepv7a7Y%2Bw3hmO3Yljl9fo7%2B%2BZ/YeewWsf33%2Bla%2BdOXNGkvTuu%2B9q06ZNcrvdys7O1qJFi1RfX6%2BYmBiv10dERHjuo3K5XF4BSZLCw8PldDrlcrkkSVar1WvearV65r8817yv5vmrrd0WNptNa9as8RrLyspSdnZ2m/dxI4qMDPF3CdfFar3Z3yXAz8x67Eocv75Gf33PrD1u8Unu7aH58Q8zZszwBJo5c%2BbokUceUUpKSpu3v555Xz96YsqUKRo%2BfLjXmMXSSU5nraHrmC3VG/3%2BfS0oKFBW682qqqpTY2NT6xvghmW2Y1fi%2BPU1%2But7RvXYX78g%2BS1gdenSRZL3mabY2Fi53W5dvnzZcyaqmdPpVFRUlCQpMjLyinmXy6XevXt7XuNyuRQS8s%2Bmnj9/Xp07d1ZjY2OL2wYEBCgqKqrFff/r2m0RHR19xeXAiopqNTR8u38Izfr%2BGxubTFs7jGHmv3%2BOX9%2Biv75n1h777RRI165dFRoaqmPHjnnGSktLddNNNyk1NdXrsQuSVFxc7LmpPTExUQ6HwzPX2Nioo0ePql%2B/furWrZvCw8O95j/%2B%2BGNdunRJiYmJSkxMVFlZmSorKz3zdrtdvXr1UkhIiJKSkq66NgAAQGv8FrAsFovS09O1fv16/eMf/9C5c%2Be0du1ajRs3ThMnTlRpaakKCgp08eJFHThwQAcOHNDkyZMlSRkZGXrrrbf0wQcfqK6uTuvWrVOHDh00bNgwBQUFafLkyVq/fr3KysrkdDr10ksvaeTIkerSpYvi4%2BOVlJSklStXqqamRiUlJdq0aZMyMjIkSePGjbvq2gAAAK3x2yVCSZo7d64uXbqkBx98UJcvX9bo0aO1aNEihYSEaMOGDVq2bJmeeeYZxcbGasWKFbr99tslSUOHDtUTTzyhnJwcnTt3TklJScrPz1fHjh0lSdnZ2aqtrdWECRPU0NCgtLQ0LV261LPuK6%2B8osWLF2vw4MEKDQ3V1KlT9dBDD0mSOnfufNW1AQAAWhPg5ssG20VFRbXh%2B7RYAjUy76Dh%2B/WVXTmD/V3CNbFYAhUZGSKns9aU1/%2B/yX748h/8XcI1MduxK3H8%2Bhr99T2jenzLLWEGVtV25voYGgAAgAkQsAAAAAxGwAIAADAYAQsAAMBgBCwAAACDEbAAAAAMRsACAAAwGAELAADAYAQsAAAAgxGwAAAADEbAAgAAMBgBCwAAwGAELAAAAIMRsAAAAAxGwAIAADAYAQsAAMBgBCwAAACDEbAAAAAMRsACAAAwGAELAADAYAQsAAAAgxGwAAAADEbAAgAAMBgBCwAAwGAELAAAAIMRsAAAAAxGwAIAADAYAQsAAMBgBCwAAACDEbAAAAAM9o0IWM8995z69u3r%2BfPhw4eVnp6uAQMGaOzYsdq%2BfbvX67ds2aLRo0drwIABysjIUHFxsWfu4sWLevrppzV06FAlJycrOztbTqfTM19aWqqZM2cqOTlZaWlpWrFihZqamtq8NgAAQGv8HrCOHTumbdu2ef5cXl6u2bNna%2BrUqTp8%2BLAWLlyoxYsXy263S5L27t2r1atX68UXX9ShQ4eUlpamWbNm6cKFC5KkVatWyeFwyGazaffu3XK73XryySc9%2B58zZ45iYmJUVFSkTZs2qaioSJs3b27T2gAAAG3h14DV1NSkJUuWKDMz0zO2Y8cO9ejRQ%2Bnp6QoODlZKSoqGDx%2BugoICSZLNZtOkSZPUr18/dezYUTNmzJAk7du3Tw0NDSosLNTs2bN16623KiIiQjk5Odq/f7/Onj0ru92u48ePa968eQoLC1OPHj2UmZkpm83WprUBAADawuLPxd944w0FBwdr3LhxevnllyVJDodD8fHxXq%2BLj4/Xrl27PPNjxozxzAUGBiouLk52u11xcXGqrq5WQkKCZ75nz57q2LGjHA6HysvLFRsbq/DwcM98QkKCTp48qZqamlbXbqvy8nJVVFR4jVksnRQdHX1N%2B2lNUJDfT0BeE4vFXPU299dsfYbxzHbsShy/vkZ/fc/sPfZbwPr888%2B1evVq/frXv/Yad7lciomJ8RqLiIjw3Eflcrm8ApIkhYeHy%2Bl0yuVySZKsVqvXvNVq9cx/ea55X83zV1u7rWw2m9asWeM1lpWVpezs7Gvaz40mMjLE3yVcF6v1Zn%2BXAD8z67Ercfz6Gv31PbP22G8Ba/ny5Zo0aZJ69eql06dPX9O2brf7uudb29YIU6ZM0fDhw73GLJZOcjprDV3HbKne6Pfva0FBgbJab1ZVVZ0aG5ta3wA3LLMduxLHr6/RX98zqsf%2B%2BgXJLwHr8OHD%2Btvf/qadO3deMRcZGek5E9XM6XQqKirqK%2BddLpd69%2B7teY3L5VJIyD8bev78eXXu3FmNjY0tbhsQEKCoqKhW126r6OjoKy4HVlRUq6Hh2/1DaNb339jYZNraYQwz//1z/PoW/fU9s/bYL6dAtm/frnPnziktLU3JycmaNGmSJCk5OVl9%2BvTxeuyCJBUXF6tfv36SpMTERDkcDs9cY2Ojjh49qn79%2Bqlbt24KDw/3mv/444916dIlJSYmKjExUWVlZaqsrPTM2%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%2B%2BvSZMm6b333vPMNTU1adWqVRoxYoQGDhyo6dOn67PPPvPMu1wu5eTkKCUlRUOGDNHChQtVX1/vmW9tbQAAgKvxa8CaNWuWrFar9u7dqzfffFN///vf9cILL6i%2Bvl6PPvqovv/97%2BvgwYNatWqVNmzYoD179kj6IgDNnz9f8%2BbN0x//%2BEdlZmbq8ccf15kzZyRJr7/%2Bunbs2KH8/Hzt27dPPXr0UFZWltxutyRp8eLFqqur086dO7V161aVlJQoLy9PklpdGwAAoDV%2BC1hVVVVKTEzU3LlzFRISoq5du2rixIl6//33tX//fl2%2BfFmPPfaYOnXqpISEBD344IOy2WySpIKCAqWmpio1NVXBwcEaP368%2BvTpo%2B3bt0uSbDabMjMz1bNnT4WGhio3N1clJSU6cuSIPv/8cxUVFSk3N1dRUVGKiYnR7NmztXXrVl2%2BfLnVtQEAAFpj8dfCVqtVy5cv9xorKytTdHS0HA6H%2Bvbtq6CgIM9cfHy8CgoKJEkOh0Opqale28bHx8tut6u%2Bvl4nTpxQfHy8Zy40NFTdu3eX3W5XdXW1goKC1LdvX898QkKCLly4oE8%2B%2BaTVtduivLxcFRUVXmMWSydFR0e3eR9tERRkrlvoLBZz1dvcX7P0eWTeQX%2BXcMMy27Erme/4NRv663tm77HfAtaX2e12vfbaa1q3bp127dolq9XqNR8RESGXy6Wmpia5XC6Fh4d7zYeHh%2BvEiRM6f/683G53i/NOp1MREREKDQ1VQECA15wkOZ1OuVyuq64dGNj6X7TNZtOaNWu8xrKyspSdnd16I25gkZEh/i7hulitN/u7BPiZWY9diePX1%2Biv75m1x9%2BIgPWXv/xFjz32mObOnauUlBTt2rWrxdf9ayhqvp/qq1xtvrVtW1u7NVOmTNHw4cO9xiyWTnI6a6953asxW6o3%2Bv37WlBQoKzWm1VVVafGxiZ/lwM/MtuxK3H8%2Bhr99T2jeuyvX5D8HrD27t2rn/3sZ1q8eLHuv/9%2BSVJUVJROnTrl9TqXy6WIiAgFBgYqMjJSLpfrivmoqCjPa1qa79y5s6KiolRTU6PGxkbPZcDm1zbPX23ttoiOjr7icmBFRbUaGr7dP4Rmff%2BNjU2mrR3GMPPfP8evb9Ff3zNrj/16CuSvf/2r5s%2Bfr1/84heecCVJiYmJ%2Buijj9TQ0OAZs9vt6tevn2e%2BuLjYa1/N88HBwerdu7ccDodnrqqqSp9%2B%2BqnuuOMOxcXFye126/jx417bWq1W3Xbbba2uDQAA0Bq/BayGhgYtWrRI8%2BbN05AhQ7zmUlNTFRoaqnXr1qmurk5HjhxRYWGhMjIyJEmTJ0/WoUOHtH//fl28eFGFhYU6deqUxo8fL0nKyMjQli1bVFJSopqaGuXl5SkuLk5JSUmKiorS6NGj9fLLL6uyslJnzpzR2rVrlZ6eLovF0uraAAAArQlwX88NSQZ4//339aMf/UgdOnS4Yu7dd99VbW2tlixZouLiYnXp0kWPPPKIHnroIc9r9uzZo5UrV6q0tFS9evXSwoULNXDgQElf3GO1evVqvfHGG6qtrVVycrKeffZZde3aVZJUXV2tJUuWaN%2B%2Bfbrpppt03333acGCBZ5aPv7446uufT0qKqq/1vYtsVgCTfXJsV05g/1dwjWxWAIVGRkip7PWFKenf/jyH/xdAr4hduUMNt3xazb01/eM6vEtt4QZWFXb%2BS1gfdsQsAhYvkbAQjMClu/RX98ze8Ay18fQAAAATICABQAAYDACFgAAgMEIWAAAAAbz%2B4NGgW8qM32AAADwzcIZLAAAAIMRsAAAAAxGwAIAADAYAQsAAMBgBCwAAACDEbAAAAAMRsACAAAwGAELAADAYAQsAAAAgxGwAAAADEbAAgAAMBgBCwAAwGB82TPazQ9f/oO/SwAAoF1wBgsAAMBgBCwAAACDcYkQAG4wZrocvytnsL9LAHyCM1gAAAAGI2ABAAAYjIAFAABgMAIWAACAwQhYAAAABiNgAQAAGIyABQAAYDACFgAAgMEIWAAAAAYjYLWgtLRUM2fOVHJystLS0rRixQo1NTX5uywAAGASfFVOC%2BbMmaOEhAQVFRXp3LlzevTRR9WlSxf99Kc/9XdpAHBDMdPX%2Bkh8tQ/ajoD1JXa7XcePH9emTZsUFhamsLAwZWZmavPmzQQsAPiWIxCirQhYX%2BJwOBQbG6vw8HDPWEJCgk6ePKmamhqFhoa2uo/y8nJVVFR4jVksnRQdHW1orUFBXOEFAHw1MwXC/513t9efm/%2BNM%2Bu/dQSsL3G5XLJarV5jzWHL6XS2KWDZbDatWbPGa%2Bzxxx/XnDlzjCtUXwS5n3T9u6ZMmWJ4eMMX/bXZbPTXR%2Bivb9Ff36K/vldeXq7Nm//btD02Zyz0Mbfb/bW2nzJlit58802v/6ZMmWJQdf9UUVGhNWvWXHG2DMagv75Ff32L/voW/fU9s/eYM1hfEhUVJZfL5TXmcrkUEBCgqKioNu0jOjralGkbAAAYgzNYX5KYmKiysjJVVlZ6xux2u3r16qWQkBA/VgYAAMyCgPUl8fHxSkpK0sqVK1VTU6OSkhJt2rRJGRkZ/i4NAACYRNDSpUuX%2BruIb5q7775bO3fu1M9//nO9/fbbSk9P1/Tp0xUQEODv0q4QEhKiQYMGcXbNR%2Bivb9Ff36K/vkV/fc/MPQ5wf907ugEAAOCFS4QAAAAGI2ABAAAYjIAFAABgMAIWAACAwQhYAAAABiNgAQAAGIyABQAAYDACFgAAgMEIWAAAAAYjYJlQaWmpZs6cqeTkZKWlpWnFihVqamryd1mmVlpaqqysLCUnJyslJUULFixQVVWVJOnYsWN6%2BOGHddddd2nUqFHauHGjn6s1t%2Beee059%2B/b1/Pnw4cNKT0/XgAEDNHbsWG3fvt2P1ZnXunXrNGTIEN15553KzMzU6dOnJdFfIxw9elTTpk3T9773PQ0ePFjz5s1TZWWlJPp7vQ4ePKiUlBTl5uZeMffOO%2B9o3Lhx6t%2B/vyZNmqT33nvPM9fU1KRVq1ZpxIgRGjhwoKZPn67PPvusPUtvOzdMZ%2BLEie5Fixa5q6qq3CdPnnSPGjXKvXHjRn%2BXZWr33Xefe8GCBe6amhp3WVmZe9KkSe6nnnrKXVdX57777rvdq1evdtfW1rqLi4vdgwYNcu/evdvfJZvS0aNH3YMGDXL36dPH7Xa73WfPnnXfeeed7oKCAnd9fb37D3/4g/uOO%2B5wf/jhh36u1Fxee%2B0197333usuKSlxV1dXu3/%2B85%2B7f/7zn9NfA1y%2BfNk9ePBg98qVK90XL150V1ZWun/605%2B658yZQ3%2BvU35%2BvnvUqFHuqVOnunNycrzmjh496k5MTHTv37/fXV9f7962bZu7X79%2B7rKyMrfb7XZv2bLFnZaW5j5x4oS7urra/eyzz7rHjRvnbmpq8sdbuSrOYJmM3W7X8ePHNW/ePIWFhalHjx7KzMyUzWbzd2mmVVVVpcTERM2dO1chISHq2rWrJk6cqPfff1/79%2B/X5cuX9dhjj6lTp05KSEjQgw8%2BSL%2BvQ1NTk5YsWaLMzEzP2I4dO9SjRw%2Blp6crODhYKSkpGj58uAoKCvxXqAlt3LhRubm5%2Bu53v6vQ0FAtWrRIixYtor8GqKioUEVFhSZMmKAOHTooMjJSI0eO1LFjx%2BjvdQoODlZhYaG6d%2B9%2BxVxBQYFSU1OVmpqq4OBgjR8/Xn369PGcGbTZbMrMzFTPnj0VGhqq3NxclZSU6MiRI%2B39NlpFwDIZh8Oh2NhYhYeHe8YSEhJ08uRJ1dTU%2BLEy87JarVq%2BfLm6dOniGSsrK1N0dLQcDof69u2roKAgz1x8fLyKi4v9UaqpvfHGGwoODta4ceM8Yw6HQ/Hx8V6vo7/X5uzZszp9%2BrTOnz%2BvMWPGKDk5WdnZ2aqsrKS/BoiJiVFcXJxsNptqa2t17tw57dmzR8OGDaO/12natGkKCwtrce6remq321VfX68TJ054zYeGhqp79%2B6y2%2B0%2Brfl6ELBMxuVyyWq1eo01hy2n0%2BmPkm44drtdr732mh577LEW%2Bx0RESGXy8V9b9fg888/1%2BrVq7VkyRKv8a/qL8dy2505c0aS9O6772rTpk3atm2bzpw5o0WLFtFfAwQGBmr16tX63e9%2BpwEDBiglJUUNDQ2aO3cu/fUBl8vldQJB%2BuLfOKfTqfPnz8vtdn/l/DcNAcuE3G63v0u4Yf3lL3/R9OnTNXfuXKWkpHzl6wICAtqxKvNbvny5Jk2apF69evm7lBtO8/8PZsyYoZiYGHXt2lVz5szR3r17/VzZjeHSpUuaNWuW7r33Xr3//vv6/e9/r7CwMM2bN8/fpd2wWvs3ziz/BhKwTCYqKkoul8trzOVyKSAgQFFRUX6q6sawd%2B9ezZw5U0899ZSmTZsm6Yt%2Bf/k3I5fLpYiICAUG8uPTFocPH9bf/vY3ZWVlXTEXGRl5xfHsdDo5lq9B86Xtfz2TEhsbK7fbrcuXL9Pfr%2Bnw4cM6ffq0nnjiCYWFhSkmJkbZ2dn63//9XwUGBtJfg7X0/wSXy6WoqCjP/3dbmu/cuXN7ltkm/AthMomJiSorK/N8RFj64pJWr169FBIS4sfKzO2vf/2r5s%2Bfr1/84he6//77PeOJiYn66KOP1NDQ4Bmz2%2B3q16%2BfP8o0pe3bt%2BvcuXNKS0tTcnKyJk2aJElKTk5Wnz59rrhfpbi4mP5eg65duyo0NFTHjh3zjJWWluqmm25Samoq/f2aGhsb1dTU5HXW5NKlS5KklJQU%2BmuwxMTEK3ra/P/c4OBg9e7dWw6HwzNXVVWlTz/9VHfccUd7l9oqApbJxMfHKykpSStXrlRNTY1KSkq0adMmZWRk%2BLs002poaNCiRYs0b948DRkyxGsuNTVVoaGhWrdunerq6nTkyBEVFhbS72uwYMEC7d69W9u2bdO2bduUn58vSdq2bZvGjRun0tJSFRQU6OLFizpw4IAOHDigyZMn%2B7lq87BYLEpPT9f69ev1j3/8Q%2BfOndPatWs1btw4TZw4kf5%2BTf3791enTp20evVq1dXVyel0at26dRo4cKAmTJhAfw02efJkHTp0SPv379fFixdVWFioU6dOafz48ZKkjIwMbdmyRSUlJaqpqVFeXp7i4uKUlJTk58qvFOA2y8VMeJw5c0aLFy/W//3f/yk0NFRTp07V448/zn1B1%2Bn999/Xj370I3Xo0OGKuXfffVe1tbVasmSJiouL1aVLFz3yyCN66KGH/FDpjeH06dMaMWKEPvroI0nSn//8Zy1btkwlJSWKjY3V3LlzNWrUKD9XaS6XLl3S8uXL9fbbb%2Bvy5csaPXq0Fi9erJCQEPprgOLiYr3wwgs6fvy4OnTooEGDBmnBggWKiYmhv9ehOQw1XxmwWCyS5Pkk4J49e7Ry5UqVlpaqV69eWrhwoQYOHCjpi/uvVq9erTfeeEO1tbVKTk7Ws88%2Bq65du/rhnVwdAQsAAMBgXCIEAAAwGAELAADAYAQsAAAAgxGwAAAADEbAAgAAMBgBCwAAwGAELAAAAIMRsAAAAAxGwAIAADAYAQsAAMBgBCwAAACDEbAAAAAMRsACAAAw2P8DvcP/Ml4j71IAAAAASUVORK5CYII%3D\"/>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common4617158274404582168\">\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">0</td>\n",
              "        <td class=\"number\">1443568</td>\n",
              "        <td class=\"number\">47.5%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">40</td>\n",
              "        <td class=\"number\">687728</td>\n",
              "        <td class=\"number\">22.6%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:48%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">50</td>\n",
              "        <td class=\"number\">137634</td>\n",
              "        <td class=\"number\">4.5%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:10%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">45</td>\n",
              "        <td class=\"number\">94372</td>\n",
              "        <td class=\"number\">3.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">30</td>\n",
              "        <td class=\"number\">73533</td>\n",
              "        <td class=\"number\">2.4%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:6%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">20</td>\n",
              "        <td class=\"number\">71197</td>\n",
              "        <td class=\"number\">2.3%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:5%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">60</td>\n",
              "        <td class=\"number\">57519</td>\n",
              "        <td class=\"number\">1.9%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:4%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">35</td>\n",
              "        <td class=\"number\">50381</td>\n",
              "        <td class=\"number\">1.7%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:4%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">25</td>\n",
              "        <td class=\"number\">38815</td>\n",
              "        <td class=\"number\">1.3%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">55</td>\n",
              "        <td class=\"number\">27269</td>\n",
              "        <td class=\"number\">0.9%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"other\">\n",
              "        <td class=\"fillremaining\">Other values (90)</td>\n",
              "        <td class=\"number\">357465</td>\n",
              "        <td class=\"number\">11.8%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:25%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme4617158274404582168\">\n",
              "            <p class=\"h4\">Minimum 5 values</p>\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">0</td>\n",
              "        <td class=\"number\">1443568</td>\n",
              "        <td class=\"number\">47.5%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">1</td>\n",
              "        <td class=\"number\">3002</td>\n",
              "        <td class=\"number\">0.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">2</td>\n",
              "        <td class=\"number\">4395</td>\n",
              "        <td class=\"number\">0.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">3</td>\n",
              "        <td class=\"number\">4322</td>\n",
              "        <td class=\"number\">0.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">4</td>\n",
              "        <td class=\"number\">6926</td>\n",
              "        <td class=\"number\">0.2%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "            <p class=\"h4\">Maximum 5 values</p>\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">95</td>\n",
              "        <td class=\"number\">86</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:4%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">96</td>\n",
              "        <td class=\"number\">209</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:10%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">97</td>\n",
              "        <td class=\"number\">5</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">98</td>\n",
              "        <td class=\"number\">142</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">99</td>\n",
              "        <td class=\"number\">2168</td>\n",
              "        <td class=\"number\">0.1%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "        </div>\n",
              "    </div>\n",
              "</div>\n",
              "</div><div class=\"row variablerow\">\n",
              "    <div class=\"col-md-3 namecol\">\n",
              "        <p class=\"h4 pp-anchor\" id=\"pp_var_INCWAGE\">INCWAGE<br/>\n",
              "            <small>Numeric</small>\n",
              "        </p>\n",
              "    </div><div class=\"col-md-6\">\n",
              "    <div class=\"row\">\n",
              "        <div class=\"col-sm-6\">\n",
              "            <table class=\"stats \">\n",
              "                <tr>\n",
              "                    <th>Distinct count</th>\n",
              "                    <td>945</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Unique (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Missing (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Missing (n)</th>\n",
              "                    <td>0</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Infinite (%)</th>\n",
              "                    <td>0.0%</td>\n",
              "                </tr>\n",
              "                <tr class=\"ignore\">\n",
              "                    <th>Infinite (n)</th>\n",
              "                    <td>0</td>\n",
              "                </tr>\n",
              "            </table>\n",
              "\n",
              "        </div>\n",
              "        <div class=\"col-sm-6\">\n",
              "            <table class=\"stats \">\n",
              "\n",
              "                <tr>\n",
              "                    <th>Mean</th>\n",
              "                    <td>214590</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Minimum</th>\n",
              "                    <td>0</td>\n",
              "                </tr>\n",
              "                <tr>\n",
              "                    <th>Maximum</th>\n",
              "                    <td>999999</td>\n",
              "                </tr>\n",
              "                <tr class=\"alert\">\n",
              "                    <th>Zeros (%)</th>\n",
              "                    <td>31.7%</td>\n",
              "                </tr>\n",
              "            </table>\n",
              "        </div>\n",
              "    </div>\n",
              "</div>\n",
              "<div class=\"col-md-3 collapse in\" id=\"minihistogram3997207040124346831\">\n",
              "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAABEUlEQVR4nO3dsQlCMRRAUb84kkO4k7U7OYQ7xV7kooL8EM7pA6%2B5vECKbGOMcQDeOu49AMzstPcAr87X%2B9dnHrfLHyYBGwSSQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIAgEgkAgCASCQCAIBIJAIEz3BRvrWOE7PRsEgkAgCASCQCAIBIJAIAgEgkAgLPFQuMKDFHOyQSAssUF%2BYevwiW2MMfYeAmbligVBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBAJBIBAEAkEgEAQCQSAQBALhCWAzFJVDbp9tAAAAAElFTkSuQmCC\">\n",
              "\n",
              "</div>\n",
              "<div class=\"col-md-12 text-right\">\n",
              "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives3997207040124346831,#minihistogram3997207040124346831\"\n",
              "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
              "        Toggle details\n",
              "    </a>\n",
              "</div>\n",
              "<div class=\"row collapse col-md-12\" id=\"descriptives3997207040124346831\">\n",
              "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
              "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles3997207040124346831\"\n",
              "                                                  aria-controls=\"quantiles3997207040124346831\" role=\"tab\"\n",
              "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#histogram3997207040124346831\" aria-controls=\"histogram3997207040124346831\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#common3997207040124346831\" aria-controls=\"common3997207040124346831\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
              "        <li role=\"presentation\"><a href=\"#extreme3997207040124346831\" aria-controls=\"extreme3997207040124346831\"\n",
              "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
              "\n",
              "    </ul>\n",
              "\n",
              "    <div class=\"tab-content\">\n",
              "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles3997207040124346831\">\n",
              "            <div class=\"col-md-4 col-md-offset-1\">\n",
              "                <p class=\"h4\">Quantile statistics</p>\n",
              "                <table class=\"stats indent\">\n",
              "                    <tr>\n",
              "                        <th>Minimum</th>\n",
              "                        <td>0</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>5-th percentile</th>\n",
              "                        <td>0</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Q1</th>\n",
              "                        <td>0</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Median</th>\n",
              "                        <td>25700</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Q3</th>\n",
              "                        <td>95000</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>95-th percentile</th>\n",
              "                        <td>1000000</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Maximum</th>\n",
              "                        <td>999999</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Range</th>\n",
              "                        <td>999999</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Interquartile range</th>\n",
              "                        <td>95000</td>\n",
              "                    </tr>\n",
              "                </table>\n",
              "            </div>\n",
              "            <div class=\"col-md-4 col-md-offset-2\">\n",
              "                <p class=\"h4\">Descriptive statistics</p>\n",
              "                <table class=\"stats indent\">\n",
              "                    <tr>\n",
              "                        <th>Standard deviation</th>\n",
              "                        <td>382620</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Coef of variation</th>\n",
              "                        <td>1.7831</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Kurtosis</th>\n",
              "                        <td>0.41532</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Mean</th>\n",
              "                        <td>214590</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>MAD</th>\n",
              "                        <td>300520</td>\n",
              "                    </tr>\n",
              "                    <tr class=\"\">\n",
              "                        <th>Skewness</th>\n",
              "                        <td>1.5343</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Sum</th>\n",
              "                        <td>652237335192</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Variance</th>\n",
              "                        <td>146400000000</td>\n",
              "                    </tr>\n",
              "                    <tr>\n",
              "                        <th>Memory size</th>\n",
              "                        <td>23.2 MiB</td>\n",
              "                    </tr>\n",
              "                </table>\n",
              "            </div>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram3997207040124346831\">\n",
              "            <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAlgAAAGQCAYAAAByNR6YAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nO3df1RVdb7/8Rc/FFMEPBo21xx1UknA3ymFFv5o1DKtTFMax2y0zEgvpPPVNMfKJm2JY6Ve01p2s5oitduoaZn5I5t%2BzK3Mjqg1ki6NIFA4IgjKj8/3D5fndvIkJJ/D8dDzsZZ/9PnsvT/v8%2B5w1ou999kEGWOMAAAAYE2wvwsAAACobwhYAAAAlhGwAAAALCNgAQAAWEbAAgAAsIyABQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWAAAAJYRsAAAACwjYAEAAFhGwAIAALCMgAUAAGAZAQsAAMAyAhYAAIBlBCwAAADLCFgAAACWEbAAAAAsI2ABAABYRsACAACwjIAFAABgGQELAADAMgIWAACAZQQsAAAAywhYAAAAlhGwAAAALCNgAQAAWEbAAgAAsIyABQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWAAAAJYRsAAAACwjYAEAAFhGwAIAALCMgAUAAGAZAQsAAMCyUH8X8GuRn3/S%2BjGDg4PkcDRRQUGJqqqM9eP/mtFb36G3vkV/fYfe%2Bo4ve3v55U2tHq%2BmOIMVwIKDgxQUFKTg4CB/l1Lv0Fvfobe%2BRX99h976Tn3sLQELAADAMgIWAACAZQQsAAAAywhYAAAAlhGwAAAALCNgAQAAWEbAAgAAsIyABQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWAAAAJYRsAAAACwL9XcBqJ1rZr/j7xJqbHNqH3%2BXAABAneAMFgAAgGUELAAAAMsIWAAAAJYRsAAAACwjYAEAAFhGwAIAALCMgAUAAGAZAQsAAMAyAhYAAIBlBCwAAADLCFgAAACWEbAAAAAsI2ABAABYRsACAACwjIAFAABgGQELAADAMgIWAACAZQQsAAAAywhYAAAAlhGwAAAALCNgAQAAWEbAAgAAsIyABQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWAAAAJYRsAAAACwjYAEAAFhGwAIAALCMgAUAAGAZAQsAAMAyAhYAAIBlPg1Y2dnZSklJUUJCghITEzVz5kwVFRVJkvbv36%2BxY8eqZ8%2BeGjRokFatWuWx76ZNmzRs2DB1795dI0aM0Icffuieq6qq0uLFizVw4ED16tVLEyZM0NGjR93zLpdLqampSkxMVN%2B%2BfTV79myVlZW552uzNgAAQHV8GrDuv/9%2BRUREaNu2bXrzzTf173//W0899ZTKyso0adIkXXvttdq1a5cWL16sFStWaMuWLZLOBqAZM2Zo%2BvTp%2BuSTTzR%2B/Hg9%2BOCDys3NlSS9%2Buqr2rBhg1auXKnt27erbdu2SklJkTFGkjRnzhyVlpZq48aNWrdunbKyspSeni5JtV4bAACgOj4LWEVFRYqPj9e0adPUpEkTXXHFFbr99tv12WefaceOHSovL9fkyZPVuHFjxcXFadSoUcrIyJAkrVmzRklJSUpKSlJYWJiGDx%2Bujh07av369ZKkjIwMjR8/XldddZXCw8OVlpamrKws7dmzR8eOHdPWrVuVlpYmh8Ohli1b6oEHHtC6detUXl5e67UBAACq47OAFRERofnz56tFixbusZycHEVHRyszM1MxMTEKCQlxz8XGxmrv3r2SpMzMTMXGxnocLzY2Vk6nU2VlZTp48KDHfHh4uNq0aSOn06n9%2B/crJCREMTEx7vm4uDidOnVK3377ba3WBgAAqInQulrI6XTqlVde0fLly7V582ZFRER4zEdFRcnlcqmqqkoul0uRkZEe85GRkTp48KBOnDghY4zX%2BcLCQkVFRSk8PFxBQUEec5JUWFgol8t10WvXVF5envLz8z3GQkMbKzo6usbHqImQkMD6jkJoaODUe663gdbjQEBvfYv%2B%2Bg699Z362Ns6CViff/65Jk%2BerGnTpikxMVGbN2/2ut2PQ9G5%2B6l%2BzoXmq9u3tmtXJyMjQ0uXLvUYS0lJ0dSpU2t13EDXrFkTf5fwi0VEXObvEuoteutb9Nd36K3v1Kfe%2Bjxgbdu2TX/%2B8581Z84c3XbbbZIkh8Ohw4cPe2zncrkUFRWl4OBgNWvWTC6X67x5h8Ph3sbbfPPmzeVwOFRcXKzKykr3ZcBz256bv9i1a2r06NEaMGCAx1hoaGMVFpbU%2BBg1EWhJ3/br96WQkGBFRFymoqJSVVZW%2BbuceoXe%2Bhb99R166zu%2B7K2/frn3acD64osvNGPGDD3zzDPq27evezw%2BPl6vvfaaKioqFBp6tgSn06muXbu658/dE3WO0%2BnU0KFDFRYWpg4dOigzM1O9e/eWdPaG%2BiNHjqhLly5q1aqVjDE6cOCA4uLi3PtGRESoXbt2tVq7pqKjo8%2B7HJiff1IVFb/uH8hAfP2VlVUBWXcgoLe%2BRX99h976Tn3qrc9OgVRUVOiRRx7R9OnTPcKVJCUlJSk8PFzLly9XaWmp9uzZo7Vr1yo5OVmSdOedd%2Bqjjz7Sjh07dPr0aa1du1aHDx/W8OHDJUnJyclavXq1srKyVFxcrPT0dHXq1EmdO3eWw%2BHQ4MGD9fTTT6ugoEC5ublatmyZRo4cqdDQ0FqvDQAAUJ0gU9sbjn7GZ599pj/84Q9q2LDheXPvvPOOSkpKNHfuXO3du1ctWrTQvffeq7vuusu9zZYtW7Ro0SJlZ2erffv2mj17tnr16iXp7D1SS5Ys0euvv66SkhIlJCTo8ccf1xVXXCFJOnnypObOnavt27erQYMGuuWWWzRz5kx3Ld98881Fr32x8vNP1mp/b0JDg/X79F3Wj%2Bsrm1P7%2BLuEGgsNDVazZk1UWFhSb36bulTQW9%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%2B7s8e%2Brr76SJFVVVWnx4sUaOHCgevXqpQkTJujo0aPu/V0ul1JTU5WYmKi%2Bfftq9uzZKisrc8/v379fY8eOVc%2BePTVo0CCtWrXKY/1NmzZp2LBh6t69u0aMGKEPP/zQPVfd2gAAANXxWcB6/vnn9cQTT6hNmzZe53v16iWn0%2Bnxr0uXLpKkV199VRs2bNDKlSu1fft2tW3bVikpKTLGSJLmzJmj0tJSbdy4UevWrVNWVpbS09MlSWVlZZo0aZKuvfZa7dq1S4sXL9aKFSu0ZcsWSWfD14wZMzR9%2BnR98sknGj9%2BvB588EHl5ubWaG0AAIDq%2BCxghYWFae3atT8bsC4kIyND48eP11VXXaXw8HClpaUpKytLe/bs0bFjx7R161alpaXJ4XCoZcuWeuCBB7Ru3TqVl5drx44dKi8v1%2BTJk9W4cWPFxcVp1KhRysjIkCStWbNGSUlJSkpKUlhYmIYPH66OHTtq/fr11a4NAABQE6G%2BOvC4ceMuOJ%2BTk6N77rlHe/fuVUREhKZOnapbb71VZWVlOnjwoGJjY93bhoeHq02bNnI6nTp58qRCQkIUExPjno%2BLi9OpU6f07bffKjMzUzExMQoJCXHPx8bGas2aNZKkzMxMJSUledQSGxsrp9NZ7drdunWr0WvPy8tTfn6%2Bx1hoaGNFR0fXaP%2BaCgkJrFvoQkMDp95zvQ20HgcCeutb9Nd36K3v1Mfe%2BixgXYjD4VDbtm310EMPqX379nrvvff0//7f/1N0dLR%2B97vfyRijyMhIj30iIyNVWFioqKgohYeHKygoyGNOkgoLC%2BVyuRQREeGxb1RUlFwul6qqquRyubwe%2B%2BDBgzpx4sQF166pjIwMLV261GMsJSVFU6dOrfEx6qNmzZr4u4RfLCLiMn%2BXUG/RW9%2Biv75Db32nPvXWLwGrX79%2B6tevn/u/hw4dqvfee09vvvmmpk%2BfLkkXvOfpYu6H%2BnEgq27/2t5vNXr0aA0YMMBjLDS0sQoLS2p13J8KtKRv%2B/X7UkhIsCIiLlNRUakqK6v8XU69Qm99i/76Dr31HV/21l%2B/3PslYHnTqlUr7d27V1FRUQoODpbL5fKYd7lcat68uRwOh4qLi1VZWem%2BDHhu23Pzhw8fPm/fc8dt1qyZ12M7HI5q166p6Ojo8y4H5uefVEXFr/sHMhBff2VlVUDWHQjorW/RX9%2Bht75Tn3rrl1Mgr732mjZt2uQxlpWVpdatWyssLEwdOnRQZmame66oqEhHjhxRly5d1KlTJxljdODAAfe80%2BlURESE2rVrp/j4eH399deqqKjwmO/ataskKT4%2BXnv37vVY%2B9x8dWsDAADUhF8C1pkzZzRv3jw5nU6Vl5dr48aN%2BuCDDzRmzBhJUnJyslavXq2srCwVFxcrPT1dnTp1UufOneVwODR48GA9/fTTKigoUG5urpYtW6aRI0cqNDRUSUlJCg8P1/Lly1VaWqo9e/Zo7dq1Sk5OliTdeeed%2Buijj7Rjxw6dPn1aa9eu1eHDhzV8%2BPBq1wYAAKgJn10iPBdIzp1J2rp1q6SzZ4vGjRunkpIS/ed//qfy8/N15ZVXatmyZYqPj5ckjRkzRvn5%2BfrjH/%2BokpISJSQkeNw0/vjjj2vu3LkaOHCgGjRooFtuucX9MNOGDRvqueee09y5c7Vy5Uq1aNFCaWlp7nu%2BOnbsqPT0dM2fP1/Z2dlq3769VqxYocsvv7xGawMAAFQnyPAEzTqRn3/S%2BjFDQ4P1%2B/Rd1o/rK5tT%2B/i7hBoLDQ1Ws2ZNVFhYUm/uB7hU0Fvfor%2B%2BQ299x5e9vfzyplaPV1NeLxEOGDBAS5cuVU5OTl3XAwAAEPC8Bqw77rhDmzZt0o033qiJEydqy5YtHjeNAwAA4Od5DVgpKSnatGmT3njjDXXo0EFPPvmkkpKStHDhQh06dKiuawQAAAgoF/wWYVxcnGbMmKHt27dr1qxZeuONN3TzzTdrwoQJ%2Buqrr%2BqqRgAAgIBywYBVXl6uTZs26d5779WMGTPUsmVLPfzww%2BrUqZPGjx%2BvDRs21FWdAAAAAcPrYxqysrK0du1avfXWWyopKdHgwYP10ksvqWfPnu5tevXqpUcffVTDhg2rs2IBAAACgdeANXToULVr106TJk3SbbfdpqioqPO2SUpKUkFBgc8LBAAACDReA9bq1avVu3fvanfes2eP9YIAAAACndd7sGJiYnT//fe7n74uSf/93/%2Bte%2B%2B997w/hAwAAABPXgPW/PnzdfLkSbVv39491q9fP1VVVWnBggV1VhwAAEAg8nqJ8MMPP9SGDRvUrFkz91jbtm2Vnp6uW265pc6KAwAACERez2CVlZUpLCzs/I2Dg1VaWurzogAAAAKZ14DVq1cvLViwQCdOnHCP/fDDD3rsscc8HtUAAACA83m9RDhr1iz96U9/0nXXXafw8HBVVVWppKRErVu31ssvv1zXNQIAAAQUrwGrdevWevvtt/XBBx/oyJEjCg4OVrt27dS3b1%2BFhITUdY0AAAABxWvAkqSGDRvqxhtvrMtaAAAA6gWvAevo0aNatGiR/v3vf6usrOy8%2Bffff9/nhQEAAASqn70HKy8vT3379lXjxo3ruiYAAICA5jVg7d27V%2B%2B//74cDkdd1wMAABDwvD6moXnz5py5AgAAuEheA9akSZO0dOlSGWPquh4AAICA5/US4QcffKAvvvhCb775pq688koFB3vmsNdff71OigMAAAhEXgNWeHi4brjhhrquBQAAoF7wGrDmz59f13UAAADUG17vwZKkb7/9VkuWLNHDDz/sHtu9e3edFAUAABDIvAasjz/%2BWMOHD9eWLVu0ceNGSWcfPjpu3DgeMgoAAFANrwFr8eLF%2BvOf/6wNGzYoKChI0tm/T7hgwQItW7asTgsEAAAINF4D1jfffKPk5GRJcgcsSRoyZIiysrLqpjIAAIAA5TVgNW3a1OvfIMzLy1PDhg19XhQAAEAg8xqwevTooSeffFLFxcXusUOHDmnGjBm67rrr6qw4AACAQOT1MQ0PP/yw7r77biUkJKiyslI9evRQaWmpOnTooAULFtR1jQAAAAHFa8C64oortHHjRu3cuVOHDh1So0aN1K5dO/Xp08fjniwAAACcz2vAkqQGDRroxhtvrMtaAAAA6gWvAWvAgAEXPFPFs7AAAAB%2BnteAdfPNN3sErMrKSh06dEhOp1N33313nRUHAAAQiLwGrOnTp3vd%2BN1339Wnn37q04IAAAAC3c/%2BLUJvbrzxRr399tu%2BqgUAAKBe%2BEUBa9%2B%2BfTLG%2BKoWAACAesHrJcIxY8acN1ZaWqqsrCwNGjTI50UBAAAEMq8Bq23btud9izAsLEwjR47UqFGj6qQwAACAQOU1YPG0dgAAgIvnNWC99dZbNT7AbbfdZq0YAACA%2BsBrwJo9e7aqqqrOu6E9KCjIYywoKIiABQAA8BNeA9YLL7ygVatW6f7771dMTIyMMfr666/1/PPPa%2BzYsUpISKjrOgEAAALGz96DtXLlSrVs2dI9ds0116h169aaMGGCNm7cWGcFAgAABBqvz8E6fPiwIiMjzxuPiIhQdna2z4sCAAAIZF4DVqtWrbRgwQIVFha6x4qKirRo0SL99re/rbPiAAAAApHXS4SzZs3StGnTlJGRoSZNmig4OFjFxcVq1KiRli1bVtc1AgAABBSvAatv377asWOHdu7cqdzcXBlj1LJlS11//fVq2rRpXdcIAAAQULwGLEm67LLLNHDgQOXm5qp169Z1WRMAAEBA83oPVllZmWbMmKHu3bvrpptuknT2HqyJEyeqqKioTgsEAAAINF4D1sKFC7V//36lp6crOPj/NqmsrFR6enqdFQcAABCIvAasd999V88%2B%2B6yGDBni/qPPERERmj9/vrZs2VKnBQIAAAQarwGrpKREbdu2PW/c4XDo1KlTvq4JAAAgoHkNWL/97W/16aefSpLH3x5855139B//8R91UxkAAECA8hqw7rrrLk2ZMkVPPfWUqqqq9OKLL2ratGmaNWuW7r777hoffNeuXUpMTFRaWtp5c5s2bdKwYcPUvXt3jRgxQh9%2B%2BKF7rqqqSosXL9bAgQPVq1cvTZgwQUePHnXPu1wupaamKjExUX379tXs2bNVVlbmnt%2B/f7/Gjh2rnj17atCgQVq1apW1tQEAAKrjNWCNHj1aM2bM0CeffKKQkBA999xzys7OVnp6upKTk2t04Oeff15PPPGE2rRpc97c/v37NWPGDE2fPl2ffPKJxo8frwcffFC5ubmSpFdffVUbNmzQypUrtX37drVt21YpKSnus2lz5sxRaWmpNm7cqHXr1ikrK8t9831ZWZkmTZqka6%2B9Vrt27dLixYu1YsUK971jtV0bAACgOl4DVkFBge644w79z//8j/bs2aNPP/1Ur7/%2BuoYMGVLjA4eFhWnt2rVeA9aaNWuUlJSkpKQkhYWFafjw4erYsaPWr18vScrIyND48eN11VVXKTw8XGlpacrKytKePXt07Ngxbd26VWlpaXI4HGrZsqUeeOABrVu3TuXl5dqxY4fKy8s1efJkNW7cWHFxcRo1apQyMjJqvTYAAEBNeA1YAwcOrPUZm3Hjxv3sU98zMzMVGxvrMRYbGyun06mysjIdPHjQYz48PFxt2rSR0%2BnU/v37FRISopiYGPd8XFycTp06pW%2B//VaZmZmKiYlRSEiIx7H37t1b67UBAABqwuuT3BMSErR582bdfPPNPlnU5XIpMjLSYywyMlIHDx7UiRMnZIzxOl9YWKioqCiFh4e7Hx9xbk6SCgsL5XK5FBER4bFvVFSUXC6XqqqqarV2TeXl5Sk/P99jLDS0saKjo2t8jJoICfGajy9ZoaGBU%2B%2B53gZajwMBvfUt%2Bus79NZ36mNvvQas3/zmN/rrX/%2BqlStX6re//a0aNGjgMb9o0aJaL1zdGbILzV/M2bUfB7LarF0TGRkZWrp0qcdYSkqKpk6dWqvjBrpmzZr4u4RfLCLiMn%2BXUG/RW9%2Biv75Db32nPvXWa8A6ePCgfve730nSLzpzU1PNmjWTy%2BXyGHO5XHI4HIqKilJwcLDX%2BebNm8vhcKi4uFiVlZXuy4Dntj03f/jw4fP2PXfc2qxdU6NHj9aAAQM8xkJDG6uwsKTGx6iJQEv6tl%2B/L4WEBCsi4jIVFZWqsrLK3%2BXUK/TWt%2Biv79Bb3/Flb/31y71HwEpLS9PixYv18ssvu8eWLVumlJQUq4vGx8e774k6x%2Bl0aujQoQoLC1OHDh2UmZmp3r17Szr7dxCPHDmiLl26qFWrVjLG6MCBA4qLi3PvGxERoXbt2ik%2BPl6vvfaaKioqFBoa6p7v2rVrrdeuqejo6PMuB%2Bbnn1RFxa/7BzIQX39lZVVA1h0I6K1v0V/fobe%2BU59663EKZNu2bedtsHLlSuuL3nnnnfroo4%2B0Y8cOnT59WmvXrtXhw4c1fPhwSVJycrJWr16trKwsFRcXKz09XZ06dVLnzp3lcDg0ePBgPf300yooKFBubq6WLVumkSNHKjQ0VElJSQoPD9fy5ctVWlqqPXv2aO3ate7HS9RmbQAAgJrwOIPl7d6ji70f6VwgqaiokCRt3bpV0tmzRR07dlR6errmz5%2Bv7OxstW/fXitWrNDll18uSRozZozy8/P1xz/%2BUSUlJUpISPC4p%2Bnxxx/X3LlzNXDgQDVo0EC33HKL%2B2GmDRs21HPPPae5c%2Bdq5cqVatGihdLS0tSvXz9JqvXaAAAA1QkyP0pQXbt2Pe95T97G8Mvl55%2B0fszQ0GD9Pn2X9eP6yubUPv4uocZCQ4PVrFkTFRaW1JvT1ZcKeutb9Nd36K3v%2BLK3l1/u/ZFRvhZYd0kDAAAEAAIWAACAZR73YJWXl2vatGmqbszGc7AAAADqK4%2BA1bNnT%2BXl5am6MQAAAPw8j4D14%2BdfAQAA4OJwDxYAAIBlBCwAAADLCFgAAACWEbAAAAAsI2ABAABYRsACAACwjIAFAABgGQELAADAMgIWAACAZQQsAAAAywhYAAAAlhGwAAAALCNgAQAAWEbAAgAAsIyABQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWAAAAJYRsAAAACwjYAEAAFhGwAIAALCMgAUAAGAZAQsAAMAyAhYAAIBlBCwAAADLCFgAAACWEbAAAAAsI2ABAABYRsACAACwjIAFAABgGQELAADAMgIWAACAZQQsAAAAywhYAAAAlhGwAAAALCNgAQAAWEbAAgAAsIyABQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWAAAAJYRsAAAACwjYAEAAFhGwAIAALAs1N8FAAAA37jp6X/6u4Qa%2B%2ByvQ/xdglWcwQIAALCMgAUAAGAZAQsAAMAyAhYAAIBlfgtYMTExio%2BPV%2BfOnd3/5s2bJ0n6%2BOOPNXLkSPXo0UNDhw7V%2BvXrPfZdvXq1Bg8erB49eig5OVl79%2B51z50%2BfVp/%2BctfdMMNNyghIUFTp05VYWGhez47O1v33XefEhIS1L9/fy1cuFBVVVXu%2BerWBgAAqI5fv0X4zjvv6Morr/QYy8vL0wMPPKDZs2dr2LBh%2BvzzzzV58mS1a9dOnTt31rZt27RkyRK98MILiomJ0erVq3X//fdry5Ytaty4sRYvXqzMzExlZGTosssu05w5c/Twww/rueeekyRNmTJFcXFx2rp1q44fP65JkyapRYsWuueee6pdGwAAoCYuuUuEGzZsUNu2bTVy5EiFhYUpMTFRAwYM0Jo1ayRJGRkZGjFihLp27apGjRpp4sSJkqTt27eroqJCa9eu1QMPPKDf/OY3ioqKUmpqqnbs2KEffvhBTqdTBw4c0PTp09W0aVO1bdtW48ePV0ZGRo3WBgAAqAm/nsFatGiRdu/ereLiYt10002aOXOmMjMzFRsb67FdbGysNm/eLEnKzMzUzTff7J4LDg5Wp06d5HQ61alTJ508eVJxcXHu%2BauuukqNGjVSZmam8vLy1KpVK0VGRrrn4%2BLidOjQIRUXF1e7dk3l5eUpPz/fYyw0tLGio6N/0XGqExJyyeXjCwoNDZx6z/U20HocCOitb9Ff36G3vlefeuu3gNWtWzclJibqqaee0tGjR5WamqrHHntMLpdLLVu29Ng2KirKfR%2BVy%2BXyCEiSFBkZqcLCQrlcLklSRESEx3xERIR7/qdz5451bv5Ca9dURkaGli5d6jGWkpKiqVOn/qLj1DfNmjXxdwm/WETEZf4uod6it75Ff32H3vpOfeqt3wLWucty0tmzTNOnT9fkyZPVs2fPavc1xlz0fHX72jB69GgNGDDAYyw0tLEKC0usrhNoSd/26/elkJBgRURcpqKiUlVWVlW/A2qM3voW/fUdeut7vuitv365v2T%2BVM6VV16pyspKBQcHu89EnVNYWCiHwyFJatas2XnzLpdLHTp0cG/jcrnUpMn/NfTEiRNq3ry5Kisrve4bFBQkh8Ph9dg/XrumoqOjz7scmJ9/UhUVv%2B4fyEB8/ZWVVQFZdyCgt75Ff32H3vpOfeqtX06B7Nu3TwsWLPAYy8rKUsOGDZWUlOTx2AVJ2rt3r7p27SpJio%2BPV2ZmpnuusrJS%2B/btU9euXdW6dWtFRkZ6zH/zzTc6c%2BaM4uPjFR8fr5ycHI/wergAAA/PSURBVBUUFLjnnU6n2rdvryZNmqhz584XXBsAAKAm/BKwmjdvroyMDK1cuVJnzpzRoUOH9Mwzz2j06NG69dZblZ2drTVr1uj06dPauXOndu7cqTvvvFOSlJycrLfeektffvmlSktLtXz5cjVs2FD9%2BvVTSEiI7rzzTj333HPKyclRYWGh/va3v%2Bn3v/%2B9WrRoodjYWHXu3FmLFi1ScXGxsrKy9OKLLyo5OVmSNGzYsAuuDQAAUBN%2BuUTYsmVLrVy5UosWLXIHpNtvv11paWkKCwvTihUr9MQTT%2Bixxx5Tq1attHDhQl199dWSpBtuuEEPPfSQUlNTdfz4cXXu3FkrV65Uo0aNJElTp05VSUmJbr31VlVUVKh///569NFH3Ws/%2B%2ByzmjNnjvr06aPw8HCNGTNGd911l6Szwe9CawMAANREkKmLu76h/PyT1o8ZGhqs36fvsn5cX9mc2sffJdRYaGiwmjVrosLCknpzP8Clgt76Fv31nUDs7U1P/9PfJdTYZ38d4pPeXn55U6vHq6nA%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%2BbssAAAQIEL9XcClaMqUKYqLi9PWrVt1/PhxTZo0SS1atNA999zj79IAAEAAIGD9hNPp1IEDB/Tiiy%2BqadOmatq0qcaPH6%2BXXnqJgPUrc83sd/xdwi%2ByObWPv0uoMXoLoL4jYP1EZmamWrVqpcjISPdYXFycDh06pOLiYoWHh1d7jLy8POXn53uMhYY2VnR0tNVaQ0K4wov/c9PT//R3CfVWaGjg/Kyd%2B1zg88E%2Beut79am3BKyfcLlcioiI8Bg7F7YKCwtrFLAyMjK0dOlSj7EHH3xQU6ZMsVeozga5u6/4t0aPHm09vP3a5eXlKSMjg976AL31rby8PL300gv01wcCsbef/XWIv0uokby8PC1ZsiSgelud%2BhMVLTLG1Gr/0aNH68033/T4N3r0aEvV/Z/8/HwtXbr0vLNlqD166zv01rfor%2B/QW9%2Bpj73lDNZPOBwOuVwujzGXy6WgoCA5HI4aHSM6OrreJHAAAPDLcQbrJ%2BLj45WTk6OCggL3mNPpVPv27dWkSRM/VgYAAAIFAesnYmNj1blzZy1atEjFxcXKysrSiy%2B%2BqOTkZH%2BXBgAAAkTIo48%2B%2Bqi/i7jUXH/99dq4caPmzZunt99%2BWyNHjtSECRMUFBTk79LO06RJE/Xu3Zuzaz5Ab32H3voW/fUdeus79a23Qaa2d3QDAADAA5cIAQAALCNgAQAAWEbAAgAAsIyABQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWAAAAJYRsAAAACwjYAWg7Oxs3XfffUpISFD//v21cOFCVVVV%2Bbssv8rOzlZKSooSEhKUmJiomTNnqqioSJK0f/9%2BjR07Vj179tSgQYO0atUqj303bdqkYcOGqXv37hoxYoQ%2B/PBD91xVVZUWL16sgQMHqlevXpowYYKOHj3qnne5XEpNTVViYqL69u2r2bNnq6yszD1f3dqB5Mknn1RMTIz7vz/%2B%2BGONHDlSPXr00NChQ7V%2B/XqP7VevXq3BgwerR48eSk5O1t69e91zp0%2Bf1l/%2B8hfdcMMNSkhI0NSpU1VYWOier%2B49Xt3agWT58uXq27evunXrpvHjx%2Bu7776TRH9ra9%2B%2BfRo3bpyuueYa9enTR9OnT1dBQYEkensxdu3apcTERKWlpZ0358/P0Nqs7XMGAef22283jzzyiCkqKjKHDh0ygwYNMqtWrfJ3WX51yy23mJkzZ5ri4mKTk5NjRowYYWbNmmVKS0vN9ddfb5YsWWJKSkrM3r17Te/evc27775rjDFm3759Jj4%2B3uzYscOUlZWZf/zjH6Zr164mJyfHGGPM6tWrTf/%2B/c3BgwfNyZMnzeOPP26GDRtmqqqqjDHGPPjgg%2Ba%2B%2B%2B4zx48fN7m5uWb06NFm3rx5xhhT7dqBZN%2B%2BfaZ3796mY8eOxhhjfvjhB9OtWzezZs0aU1ZWZv75z3%2BaLl26mK%2B%2B%2BsoYY8z7779vrrnmGvPll1%2Ba0tJSs2LFCtOnTx9TUlJijDFm/vz5ZsSIEeb77783hYWF5sEHHzSTJk1yr3eh93h1aweSV155xQwZMsRkZWWZkydPmnnz5pl58%2BbR31oqLy83ffr0MYsWLTKnT582BQUF5p577jFTpkyhtxdh5cqVZtCgQWbMmDEmNTXVY86fn6G1XdvXCFgB5quvvjKdOnUyLpfLPfb3v//dDB482I9V%2BdeJEyfMzJkzTX5%2Bvnvs5ZdfNoMGDTKbN2821157ramoqHDPLVy40PzpT38yxhjz2GOPmZSUFI/jjRo1yqxYscIYY8zQoUPNSy%2B95J47efKkiY2NNbt37zb5%2Bfnm6quvNvv373fP79y503Tr1s2cOXOm2rUDRWVlpRk1apT5r//6L3fAeuGFF8xtt93msV1qaqqZM2eOMcaY%2B%2B67zzz55JMex%2BjTp4/ZuHGjKS8vNz179jRbt251zx88eNDExMSY3Nzcat/j1a0dSAYMGOA1cNPf2vn%2B%2B%2B9Nx44dzcGDB91jf//7382NN95Iby/CSy%2B9ZIqKisyMGTPOC1j%2B/Aytzdp1gUuEASYzM1OtWrVSZGSkeywuLk6HDh1ScXGxHyvzn4iICM2fP18tWrRwj%2BXk5Cg6OlqZmZmKiYlRSEiIey42NtZ9yj8zM1OxsbEex4uNjZXT6VRZWZkOHjzoMR8eHq42bdrI6XRq//79CgkJ8bhsFhcXp1OnTunbb7%2Btdu1A8frrryssLEzDhg1zj/1c336ur8HBwerUqZOcTqeOHDmikydPKi4uzj1/1VVXqVGjRsrMzKz2PV7d2oHihx9%2B0HfffacTJ07o5ptvdl9uKigooL%2B11LJlS3Xq1EkZGRkqKSnR8ePHtWXLFvXr14/eXoRx48apadOmXuf8%2BRlam7XrAgErwLhcLkVERHiMnfth/vF9AL9mTqdTr7zyiiZPnuy1X1FRUXK5XKqqqpLL5fL4MJTO9rOwsFAnTpyQMeZn510ul8LDwxUUFOQxJ8k9f6G1A8GxY8e0ZMkSzZ0712P8517buffghfrqcrkk6bz9IyIifrZvNelroL3/c3NzJUnvvPOOXnzxRf3jH/9Qbm6uHnnkEfpbS8HBwVqyZInef/999ejRQ4mJiaqoqNC0adPorWX%2B/Aytzdp1gYAVgIwx/i7hkvX5559rwoQJmjZtmhITE392ux//QFfXzwvNX8z/ix%2BvfambP3%2B%2BRowYofbt2//ifeu6r4Hm3GucOHGiWrZsqSuuuEJTpkzRtm3bftH%2BFzNf3/t75swZ3X///RoyZIg%2B%2B%2BwzffDBB2ratKmmT59eo/3p7S/jz8/Q2qztawSsAONwONy/RZ3jcrkUFBQkh8Php6ouDdu2bdN9992nWbNmady4cZLO9uunv624XC5FRUUpODhYzZo189pPh8Ph3sbbfPPmzeVwOFRcXKzKykqPOUnu%2BQutfan7%2BOOPtXv3bqWkpJw3561vhYWF7vfghfp6bpufzp84ccLdtwu9x6tbO1Ccu6T949/QW7VqJWOMysvL6W8tfPzxx/ruu%2B/00EMPqWnTpmrZsqWmTp2q9957z%2BvPNL29eP78DK3N2nXh0v%2BUh4f4%2BHjl5OS4v24snb0k1r59ezVp0sSPlfnXF198oRkzZuiZZ57Rbbfd5h6Pj4/X119/rYqKCveY0%2BlU165d3fM/vf/h3HxYWJg6dOigzMxM91xRUZGOHDmiLl26qFOnTjLG6MCBAx77RkREqF27dtWufalbv369jh8/rv79%2ByshIUEjRoyQJCUkJKhjx47n9W3v3r0eff1x3yorK7Vv3z517dpVrVu3VmRkpMf8N998ozNnzig%2BPr7a93jnzp0vuHaguOKKKxQeHq79%2B/e7x7Kzs9WgQQMlJSXR31qorKxUVVWVx9mLM2fOSJISExPprUX%2B/Aytzdp1ok5upYdVo0aNMrNmzTInT540Bw8eNAMGDDCvvPKKv8vym/LycnPTTTeZ119//by506dPm/79%2B5tnn33WnDp1ynz55ZfmmmuuMdu3bzfGGPP111%2Bbzp07m%2B3bt5uysjKzZs0a0717d5OXl2eMOfsNoH79%2Brm/5jtnzhxzxx13uI%2BfmppqJk6caI4fP25ycnLMHXfcYRYsWFCjtS91LpfL5OTkuP/t3r3bdOzY0eTk5Jjs7GzTvXt388Ybb5iysjKzY8cO06VLF/e3gXbu3Gl69uxpdu/ebU6dOmWWLFlikpKSTGlpqTHm7DeBbr/9dvP999%2BbgoICM2nSJDNlyhT32hd6jx87duyCaweSJ5980gwcONAcPnzYHDt2zIwePdrMnDmz2tdIfy%2BsoKDA9O7d2/ztb38zp06dMgUFBeb%2B%2B%2B83f/jDH%2BhtLXj7FqE/P0Nru7avEbACUE5Ojpk4caLp0qWLSUxMNM8%2B%2B2ydPdfjUvS///u/pmPHjiY%2BPv68f9999535%2BuuvzZgxY0x8fLzp16%2BfefXVVz32f/fdd82gQYNMXFycufXWW82//vUv91xVVZV55plnzHXXXWe6dOli7r33XvczVowxpqioyKSlpZlu3bqZXr16mccee8ycPn3aPV/d2oHk6NGj7sc0GGPMv/71LzN8%2BHATFxdnBg0adN7jBl599VWTlJRk4uPjTXJysvn666/dc6dPnzaPPvqo6dWrl%2Bnevbt56KGHTFFRkXu%2Buvd4dWsHih/3oVu3bmbGjBmmuLjYGEN/a8vpdJqxY8eaa665xiQmJprU1FSTm5trjKG3v9S5z9Orr77aXH311e7/Psefn6G1WdvXgoz5Fd6RBwAA4EPcgwUAAGAZAQsAAMAyAhYAAIBlBCwAAADLCFgAAACWEbAAAAAsI2ABAABYRsACAACwjIAFAABgGQELAADAMgIWAACAZQQsAAAAywhYAAAAlv1/SorByXOdqbMAAAAASUVORK5CYII%3D\"/>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common3997207040124346831\">\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">0</td>\n",
              "        <td class=\"number\">964970</td>\n",
              "        <td class=\"number\">31.7%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:81%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">999999</td>\n",
              "        <td class=\"number\">574960</td>\n",
              "        <td class=\"number\">18.9%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:48%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">50000</td>\n",
              "        <td class=\"number\">47029</td>\n",
              "        <td class=\"number\">1.5%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:4%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">30000</td>\n",
              "        <td class=\"number\">47025</td>\n",
              "        <td class=\"number\">1.5%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:4%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">40000</td>\n",
              "        <td class=\"number\">45439</td>\n",
              "        <td class=\"number\">1.5%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:4%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">60000</td>\n",
              "        <td class=\"number\">39378</td>\n",
              "        <td class=\"number\">1.3%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:4%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">20000</td>\n",
              "        <td class=\"number\">37681</td>\n",
              "        <td class=\"number\">1.2%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:4%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">25000</td>\n",
              "        <td class=\"number\">31838</td>\n",
              "        <td class=\"number\">1.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">35000</td>\n",
              "        <td class=\"number\">29929</td>\n",
              "        <td class=\"number\">1.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">45000</td>\n",
              "        <td class=\"number\">27404</td>\n",
              "        <td class=\"number\">0.9%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"other\">\n",
              "        <td class=\"fillremaining\">Other values (935)</td>\n",
              "        <td class=\"number\">1193828</td>\n",
              "        <td class=\"number\">39.3%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "        </div>\n",
              "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme3997207040124346831\">\n",
              "            <p class=\"h4\">Minimum 5 values</p>\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">0</td>\n",
              "        <td class=\"number\">964970</td>\n",
              "        <td class=\"number\">31.7%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">4</td>\n",
              "        <td class=\"number\">43</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">10</td>\n",
              "        <td class=\"number\">42</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">20</td>\n",
              "        <td class=\"number\">62</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">30</td>\n",
              "        <td class=\"number\">94</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "            <p class=\"h4\">Maximum 5 values</p>\n",
              "            \n",
              "<table class=\"freq table table-hover\">\n",
              "    <thead>\n",
              "    <tr>\n",
              "        <td class=\"fillremaining\">Value</td>\n",
              "        <td class=\"number\">Count</td>\n",
              "        <td class=\"number\">Frequency (%)</td>\n",
              "        <td style=\"min-width:200px\">&nbsp;</td>\n",
              "    </tr>\n",
              "    </thead>\n",
              "    <tr class=\"\">\n",
              "        <td class=\"fillremaining\">595000</td>\n",
              "        <td class=\"number\">554</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">638000</td>\n",
              "        <td class=\"number\">1036</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">710000</td>\n",
              "        <td class=\"number\">239</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">736000</td>\n",
              "        <td class=\"number\">41</td>\n",
              "        <td class=\"number\">0.0%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr><tr class=\"\">\n",
              "        <td class=\"fillremaining\">999999</td>\n",
              "        <td class=\"number\">574960</td>\n",
              "        <td class=\"number\">18.9%</td>\n",
              "        <td>\n",
              "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
              "        </td>\n",
              "</tr>\n",
              "</table>\n",
              "        </div>\n",
              "    </div>\n",
              "</div>\n",
              "</div>\n",
              "    <div class=\"row headerrow highlight\">\n",
              "        <h1>Correlations</h1>\n",
              "    </div>\n",
              "    <div class=\"row variablerow\">\n",
              "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAvAAAAJwCAYAAADvFlWiAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nOzdeVyU5f7/8dewKCoqIoummB08oCIScBT3FC0sLYtTpnY6maa5L6llaWZq9q1UrLTS0y%2BXTpkllutxwTRNKSvNkFwSLXdAEQuRTeb3B4c5TgwKDnPH2Pv5eMwDuLfPdV8MN5/5zHVfYzKbzWZERERERMQpuPzRDRARERERkbJTAi8iIiIi4kSUwIuIiIiIOBEl8CIiIiIiTkQJvIiIiIiIE1ECLyIiIiLiRJTAi4iIiIg4ESXwIiIiIiJORAm8iIiIiIgTUQIvIiIiIuJE3P7oBoiIyP8EBweXus7d3R0vLy9atGjB/fffT0xMDCaTycDWiYhIZWAym83mP7oRIiJSpDiBb9myJb6%2BvlbrcnNzOXr0KKdPnwagS5cuvPHGG1SpUsXwdoqIyB9HCbyISCVSnMDPnz%2Bfbt262dwmISGBCRMmkJ2dzYABA3jmmWeMbKKIiPzBNAZeRMTJdOvWjXHjxgGwbNkycnNz/%2BAWiYiIkTQGXkTECd11111Mnz6dy5cv8%2BOPPxIeHm61PjExkQ8%2B%2BIDvv/%2BezMxMPD09adq0KX//%2B9%2B59957bR4zMzOTRYsW8cUXX/DLL7%2BQl5dH7dq1admyJY8//jhRUVEl9omOjubUqVP861//Ijc3l7i4OE6cOMHixYuJjIwE4PDhw7z33nt8%2B%2B23pKam4ubmhp%2BfH61bt%2BYf//iHzXH/v/32G0uWLGHLli388ssv5Ofn4%2BPjQ0REBP379yc0NNRq%2B5MnT9K1a1cAfvjhB1JSUnj77bfZu3cvmZmZ%2BPn50bVrV8aOHUv16tVvqM9FRCoLVeBFRJyQl5eX5ftff/3Val1cXBz9%2B/dn8%2BbNeHp6EhUVhbe3N4mJiYwfP54xY8Zw5coVq33S09OJjY3lnXfe4ejRozRv3pw2bdpQpUoVtm7dymOPPUZ8fHyp7Tl69Chjx47F3d2dNm3a4OHhAcDu3bv5%2B9//zqeffkpubi6RkZGEh4eTlZXFxx9/TO/evUlMTLQ61qlTp3jggQd48803OXLkCE2bNqVNmzaYzWbWrl1L7969WbFiRalt2bNnD/369SM5OZmmTZty2223cerUKZYuXcrIkSPL3MciIpWWWUREKo2goCBzUFCQefPmzdfcLiUlxbLtDz/8YFm%2BadMmc1BQkLlVq1bmr7/%2B2mqf3bt3m9u1a2cOCgoyL1q0yGrdjBkzzEFBQeaYmBjzuXPnLMsLCgrML730kjkoKMgcGRlpzsrKstqvS5cu5qCgIHN0dLT57bffLtHOhx56yBwUFGT%2Bv//7P/OVK1esjhsXF2cOCgoy9%2BzZ02qffv36mYOCgsyxsbHm1NRUy/IrV66Y33zzTXNQUJC5RYsW5qNHj1rWnThxwtIfnTt3Ni9cuNBcWFhoWf/pp59a1h84cOBaXSsiUumpAi8i4oQ2bdoEQO3atWnWrJll%2Bdtvvw3AM888Q%2BvWra32adWqFU8//TQAS5YssVrn5%2BdHjx49GDFiBHXr1rUsd3V1ZezYsbi4uPDbb7/x/fff22xPYWEhgwcPLrH8wIEDAMTGxuLi8r9/Oa6urowaNYpRo0bx6KOPkpeXB8C%2Bffv49ttvAXj11Vfx8/Oz7OPi4sKIESMICQkhLy%2BPjz76yGZb/vrXvzJo0CCrKTZ79eqFt7e3JYaIiDPTGHgRESfzxRdfsGDBAgCeeOIJ3NyKLuWpqakkJycDcOedd9rct1u3bphMJk6fPs2xY8e47bbbABg0aFCp8apVq0bdunVJT08nPT3d5jZt2rSxStCL1apVi3PnzrF%2B/XpGjx5ttc7FxYXhw4dbLduxYwdQNBtPYGBgqeeQnJxcYuhNMVtj/E0mEwEBAWRkZHDhwgWb%2B4mIOAsl8CIildCCBQtYuXKl1bK8vDx%2B/vlnTpw4ARRVtZ944gnL%2BsOHD1u%2BnzhxYqnHdnNzIz8/n59//tmSwBcf/4svvmD//v2kpaXx66%2B/Yv7vTMO//fYbUFRpt8Xf39/m8scee4zZs2fz1ltvsWPHDnr27Enbtm1L/cCqI0eOAEVV9NL85S9/AYrG3dvSqFEjm8urVq0KQH5%2BfqnHFhFxBkrgRUQqoR9%2B%2BKHEMldXV%2BrUqUPXrl15%2BOGHueOOO6zWX7x40fL9li1brhujOCkHOHjwIMOHD%2BfkyZM31N7atWvbXF48rGbBggUkJSWRlJQEgK%2BvL927d%2Bexxx4jICCgRJtq1apVaqyaNWsCRYl4Tk6O5YbZYvpgKxG52SmBFxGphK71QU6lKR7z7e7uTlJSktUY8GvJyclh6NChnD59msaNGzNs2DDatm1LnTp1cHd3B/43XeT1YtsyePBg%2BvTpQ0JCAl988QW7du0iPT2d999/n%2BXLl/Pqq69y9913l/k8zVd9/qCtYTsiIjc7JfAiIjeJ4qkl8/PzuXDhguWmzevZvn07p0%2BfxmQysXDhQm699dYS2%2BTk5NjVtlq1ahEbG0tsbCxXrlxh165dzJ8/n7179zJp0iTatGlDnTp1LJX830%2BNebXidR4eHqq2i8ifkkoXIiI3iaCgIMv3P/30U5n3%2B/nnn4GiseO2kvfjx49z/vx5u9tXzNXVlY4dO7J06VL8/f25dOmSZchQ8dj3q8fz/17xumuNkxcRuZkpgRcRuUn4%2BvoSEhICwMcff2xzm2PHjtGrVy/LdJPwvzHlubm5NveZP3%2B%2B5fvffwDUtezbt4/nnnuO9957z%2Bb6KlWq4OPjA/yvwl88rv/w4cM2k/jCwkLLFJodO3Ysc1tERG4mSuBFRG4iQ4YMAWDt2rUsXrzYarz4L7/8wqhRozh48CBnzpyxLG/atCkAZ8%2BeJSEhwbL88uXLzJgxg6SkJMLDw4HSZ36xxdXVlfj4eN544w22bdtWYv3mzZs5cOAA7u7uREREANC8eXM6dOgAwHPPPUdGRoZl%2B4KCAl577TVSUlKoWbMmffr0KXNbRERuJhoDLyJyE7nrrrsYPHgwCxcu5OWXX2bp0qX85S9/4cKFCxw4cIArV67QvHlzxo8fb9knPDycDh068OWXXzJy5EjCwsKoWrUq%2B/fvx83NjUWLFrFu3Tr27t3L0qVLOXToEEOHDqVVq1bXbEuLFi0YMGAA7733Hk8%2B%2BSQNGjTg1ltvxcXFhZMnT1qG7kyaNAlfX1/LfjNnzuSxxx4jKSmJ6OhogoKCqFq1Kj/99BMXLlzAw8OD2bNnlzp1pYjIzU4JvIjITWbcuHG0a9eOf//733z//fckJiZStWpVWrRowT333EO/fv1K3Pw5d%2B5cZs2axZYtW9i/fz9%2Bfn7ExMQwZMgQGjVqRL169fjxxx/Zs2cPP/30U5lnuHnmmWdo1aoVn332Gfv372fv3r0UFBTg6%2BtLz549%2Bcc//mGp7hfz9/dnxYoVLF68mM2bN/PTTz9RUFCAv78/d911FwMHDrQ5Vl9E5M/CZL76/VUREREREanUNAZeRERERMSJKIEXEREREXEiSuBFRERERJyIEni5rtzcXIKDg/n666//6KaIiIiIOMSOHTto164dY8eOveZ2hYWFxMXF0bVrV1q1asXAgQM5ceKEZX1mZiZjxoyhXbt2dOjQgUmTJtn9ada/d9Mm8NHR0YSEhBAaGkpoaCiRkZH069eP3bt3AzBx4kSaNWtmWX/144UXXgBg5cqVBAcHW62LjIykb9%2B%2BJCYmArB161ZCQkLIysqyij9kyBDuvfdeq2Vms5moqCjmzZtndczg4GCrtg4YMKBM55ifn8/MmTOJiooiIiKCUaNGkZmZaW/XiYiIiPyp/Otf/2LGjBllmuHqgw8%2BYM2aNSxcuJCtW7fSuHFjhg8fbvncjeeff57Lly%2Bzdu1a4uPjSUlJYdasWRXa3ps2gQeYPHkySUlJJCUl8eWXX9KtWzcGDx5seZXUvXt3y/qrHy%2B%2B%2BKLlGD4%2BPlbrvvzyS6KjoxkyZAjHjx8nKioKFxcXvvrqK8s%2BBQUFfPPNN5w8edLq48d//PFHMjMzuf/%2B%2B62O2aBBA6u2lvaphb83Z84c9u/fz%2BrVq0lISMDV1bXUT18UEREREduqVq3KihUrypTAL1%2B%2BnP79%2BxMYGIinpydjx44lJSWFffv2ce7cORISEhg7dize3t74%2B/szbNgw4uPjyc/Pr7D23tQJ/NWqVavGgAED8PPzY/v27XYdZ9CgQfj5%2BbFjxw6qV69OZGQku3btsmyzb98%2BfHx8CA8Pt1q%2Ba9cubrvtNho2bGjXuUDRx44vW7aMSZMm4e/vj7e3N3FxcQwePNiyzapVq4iJiSE8PJw%2Bffpw4MABy7qEhATuu%2B8%2Bbr/9dqKjo1m6dKllXXZ2Nk899RR/%2B9vf6NatG59//rlV7MzMTMaPH0%2BHDh0IDw9n6NChpKamlvsc0tLSSE5OtnqkpaXdQG%2BIiIjIn5m9OcU///lPatased3tcnJyOHLkCM2bN7cs8/T05NZbbyUpKYkDBw7g6upKcHCwZX1ISAjZ2dnl%2BiTr6/nTJPDFrly5gqurq93HKSgosHzfsWNHdu7cafk5MTGRyMhIIiIirBL4xMREOnbsaHdsgOTkZAoKCvjpp5/o2rUrbdu2ZfLkyWRnZwOwf/9%2Bpk6dyosvvsju3bvp0KEDw4YN48qVKxw8eJDRo0czatQovvnmG1566SVmz57NF198AcA777zDwYMHWbduHStWrGDDhg1WsSdOnEhOTg7r1q2zvIh59tlny30Oy5cvJzY21uqxfNky%2BztHREREru233/642CZThT9s5hTLl1d40y9evIjZbKZ27dpWy2vXrs2FCxfIzMzE09PT6sPuire9cOFChbXjT/NJrJcuXeKjjz4iIyODO%2B64g%2B%2B//54NGzaQkJBQYtuPPvqIkJAQm8fJyspiyZIlZGZm0q1bN6AogX/11Vc5ffo0t9xyC7t27aJPnz7ccsstTJgwAYC8vDy%2B%2B%2B47%2BvfvXyHnU1zx3rFjB/Hx8Zw/f56hQ4cSFxfHpEmT%2BOyzz2jTpg1t2rQBYODAgdx2223k5uYSHx9P27ZtLe1v27YtnTt3Zv369dxxxx1s3ryZfv36WT6mfNCgQZYk/vz582zdupX169dbnpDjx4%2Bnc%2BfOpKenW30c%2BvU8/PDDREdHWy3zvfdeWLLEvs65nqZN4cMPoV8/OHjQsbEANm92fAxXV/DygsxMuHLF8fH69XN8jCZNYP58GD4cjhxxfLzfvVB1GJMJDPr8vJzcsn1aqj1MJqhaFXJzjTktj3YRjg9i8DXixKo9Do/h7g716sHZs1CB7%2BKXKuAWA65DUHTtM%2BKaB1DBNyHa5OIC1arB5ctQWOj4eDcRmzlFOXKS8rrW56Aa8RmpN3UCP2PGDGbOnAmAh4cHzZo1Y/HixdSvXx8oGgMfFxd3zWOcO3eO0NBQy895eXm0bt2axYsXWxLcoKAg6tWrx86dO7nnnnv44YcfmDt3LnXq1CEzM5Njx45x9uxZzGYzrVu3rpBzM5vN5OfnM2bMGLy8vPDy8mLAgAHMmzePSZMmceLECRo1amTZvlq1avTo0QOAkydPEhgYaHW8W2%2B9lT17iv6JnD171mqYT%2BPGjS3fF98/cP/991vt7%2BrqypkzZ8r1x%2BLn54efn5/1wmPHyry/3Q4ehL17HR/nqndrHO7KFWPiJSU5PkaxI0eMjXcTMfJzts1mg%2BIZ8TdbzKBrRF6ew0NY5OcbG%2B%2BmYmRCXVh4cyfwLhU/AMRmTuEAXl5euLi4lJg0JDMzk7p16%2BLt7U1WVpbViI/ibevWrVth7bipE/jJkyfTt29fu47h4%2BNjGR5jNpvp27cvjRo1IiwszGq7Dh06sGvXLvz8/Lj11lstT6KIiAgSExNJTU2lVatWeHh42NWeq9sFWI3XatCgARkZGZjNZkwmU6mvAPNKuXoXv92Tn5/PlasqGlcfp7j927dvp06dOvadhIiIiPz5OCCBN0rVqlX561//SnJysqUo%2B%2Buvv3L8%2BHFatmxJgwYNMJvNHDx40DKaIykpiVq1anHbbbdVWDuctwf/ACaTiWnTprFq1SrLNJLFOnbsyDfffMM333xD27ZtLcvbtGnDN998w%2B7duyts/DtAYGAgJpPJ6sbUU6dOUa9ePUwmEwEBARy7qpqdl5fH//t//48LFy7QqFGjEjdSHD16lICAAKDoVeyZM2cs645cNXyhQYMGuLi4cOjQIcuy/Pz8G7qJVURERKSyS01NpXv37pZRCH379mXp0qWkpKSQlZXFrFmzLFOTe3t7ExMTw9y5c8nIyODs2bPMnz%2BfBx98EDe3iqubK4Evp6CgIB5//HGmTJnC5cuXLcvbtWtHRkYGGzZssIw7h6IE/rvvvmP//v0VmsD7%2BPjQrVs35syZQ3p6OidOnGDRokXExsYCEBsby9dff83WrVvJz89n8eLFLF26FE9PT%2B677z527tzJ1q1bKSgoYMeOHWzbts0yLKZjx458/PHHpKenk5GRwbvvvmuJW7NmTe655x5mzZrF2bNnycnJYc6cOQwYMMCQMV8iIiLi5FxcKv5hp%2BLP4lm1ahUbNmyw/AxFhcpjx45ZRjD06dOHBx54gEcffZT27dtz9uxZ5s2bZznWtGnTqFmzJl27duW%2B%2B%2B6jZcuW1/1wqPK6qYfQXE9pN7HWq1ePzde48XD48OGsX7%2Be119/nYkTJwJQq1YtwsLC2Ldvn9U495CQEHJycvD19S0x7txeM2fOZOrUqcTExODq6sqDDz7Ik08%2BCUCzZs2YNWsW06dPJyMjg6ZNm/L222/j7u5OeHi4ZeaZp556ioYNGzJr1ixLuydMmMBzzz1H9%2B7dqV27Ns899xzbtm2zxH3%2B%2BeeZPn06PXr0wMXFhdtvv5233nrL6o5rEREREWeRdI17rRo2bGg18sBkMjFq1ChGjRplc/uaNWsyZ86cCm/j1UxmlU2lMjHiRUB4OOzZAxERxtwQd/as42O4uUHdunD%2BvDE3sYaHOz5GaChs3AgxMcbcxHrqlONjgKGz0FzOMWYWGg%2BPogk6jDitatVvvmtEyhHHd1yVKhAQACdOGHMTa2Djm3AWmv9O0%2BxQLi5QowZcumTMTaxlmPfcIapVq/hjXjUq4s/gT12BFxERERGDOfFNrJWFEvhK6Ny5c3Tp0uWa21zrrR4RERERuXkpga%2BEfHx8lKCLiIjIzUkVeLupB0VEREREnIgq8CIiIiJiHFXg7aYEXkRERESMowTebupBEREREREnogq8iIiIiBhHFXi7qQdFRERERJyIKvAiIiIiYhxV4O2mBF5EREREjKME3m7qQRERERERJ6IKvIiIiIgYRxV4u6kHRURERESciCrwIiIiImIcVeDtpgReRERERIyjBN5u6kERERERESdiMpvN5j%2B6ESIWqamOj%2BHmBnXrwvnzUFDg%2BHj16jk%2BRng47NkDERGwd6/j42VnOz6GyQQeHpCTA0Zcpjw8HB8Dis7LqMvu6dOOj%2BHuDn5%2BkJYG%2BfmOj%2BdmwBvHBl8jRs/0d3iMhg1hwgR47TU4edLh4ejc2fExateG6Gj4/HO4eNHx8R7YPtbxQRo2hHHjYPZsY35RcXGOj2HLrbdW/DF/%2BaXij1mJqQIvIiIiIuJENAZeRERERIyjMfB2UwIvIiIiIsZRAm839aCIiIiIiBNRBV5EREREjKMKvN3UgyIiIiIiTkQVeBERERExjirwdlMCLyIiIiLGUQJvN/WgiIiIiIgTUQVeRERERIyjCrzd1IMiIiIiIk5EFXgRERERMY4q8HZTAi8iIiIixlECbzf1oIiIiIiIE1EFXkRERESMowq83dSDIiIiIiJORBV4ERERETGOKvB2UwIvIiIiIsZRAm839aCIiIiIiBNRBV5EREREjKMKvN2UwIuIiIiIcZTA2009KCIiIiLiRJTA/4Hat2/PypUrAYiJieGTTz4p036hoaHs3LnTkU2zaezYsUycONHwuCIiInITcXGp%2BMefTLnOODo6mpCQEEJDQwkNDSUyMpJ%2B/fqxe/duyzYTJ06kWbNmlm2ufrzwwgsArFy5kuDgYKt1kZGR9O3bl8TERMuxirdbvHhxibY8%2BuijluR35cqVtG/f3mabe/fuzZtvvgnA119/TXBwMM8884zNbe%2B77z6Cg4PL0yUWw4cPJzo6%2Bob2Bdi4cSMPPfRQmbZNSkqynG9ycjK7du264bgiIiIiAqdOnWLw4MFERUXRpUsXXnvtNQoLC0tsN2DAgBI5brNmzZg3bx5QlKNenS%2BHhoZy3333VWhbyz0GfvLkyfTt2xeAy5cvs2zZMgYPHsyaNWsICAgAoHv37sTFxV3zOD4%2BPlZV5MuXL/Pvf/%2BbIUOGsGbNGho1agSAl5cX8%2BbNo2fPnvj4%2BJS3uSV4eXmxdetWcnJy8PDwsCw/cuQI6enpN3TMrVu38vXXX1OrVi2721de8fHxVK9enXbt2hkeW0RERKTcKmnFfOTIkYSEhJCQkMD58%2Bd58skn8fHx4fHHH7fa7r333rP6%2Bddff%2BWee%2B7hzjvvtCybPn06sbGxDmurXT1YrVo1BgwYgJ%2BfH9u3b7erIdWqVWPQoEH4%2BfmxY8cOy/KgoCDuuOMOZs2aZdfxi9WoUYPg4GC2bNlitXzNmjXccccd5T7e5cuXmT59OgMGDLjmdgUFBUyfPp2oqCg6duxYYrhMdHQ0y5Ytsxxz9OjRtGzZkpiYGBITEwkJCeHrr78GIDg4mO3btzN9%2BnQ%2B/PBD3nvvPasnzdVOnDjBgAEDCA8Pp0uXLixdutSy7uzZswwdOpSoqCgiIyMZO3YsmZmZlvUff/wx0dHRREZG8uKLL5Z4Ffrvf/%2Bbu%2B%2B%2Bm7CwMHr06EFCQkLZO05ERET%2BnCrhEJqkpCQOHjzI%2BPHjqVmzJo0bN6Z///4sX778uvvOnTuXO%2B%2B884ZHcdyICpmF5sqVK7i6ulbEoSgoKCix7Omnn%2Bbuu%2B%2Bmd%2B/eRERE2B2je/furFmzhh49eliWrVu3jsmTJ/Ppp5%2BW61jz5s2jVatWREZGsmLFilK3i4%2BPZ8OGDXz44YfUr1%2BfV155hYsXL9rcdvbs2Rw6dIhNmzbh4uLCxIkTbfbL888/z%2BHDhwkLC2P8%2BPE2jzVixAhat27N/Pnz%2Bfnnn3nkkUcIDAykffv2DBs2jCZNmrBlyxZycnIYPXo0L7zwAq%2B//jpHjx5lypQpzJs3j06dOrF69WpmzJhB9%2B7dAdi0aRPz5s3j3XffpWnTpnz%2B%2BeeMGTOGTZs2ccstt5Sp79LS0kq86%2BHr6oqfr2%2BZ9r9hxc/VCnrOXld4uONjNG1q/dXRTCbjYhgR62bl7u74GG5u1l8dzYi/W4OvEQ0bOj6Gn5/1V0erXdvxMTw9rb863M32izp50vExDGQzp/D1xa%2BMfZmcnEyDBg2ofdWTNyQkhGPHjpGVlYVnKU%2B0X375hc8%2B%2B6xEEXP9%2BvW8%2B%2B67nDlzhrCwMKZNm2YZXVIR7LriXrp0iY8%2B%2BoiMjAyr6vWGDRtsVmM/%2BugjQkJCbB4rKyuLJUuWkJmZSbdu3azW%2Bfv7M2zYMKZPn058fDwudr7Suueee5g1axYXLlygTp06fP/999SoUYMmTZqU6ziHDx/m008/Zc2aNRw5cuSa227evJl7772XwMBAAEaPHl3qq7rt27fTr18/6tWrBxSNtbqRm1Z//PFHDh06xJIlS6hWrZplfJa/vz8HDhwgOTmZBQsW4OnpiaenJ4MHD2b48OHk5eWRkJBA8%2BbNLb%2BLBx98kCVLlliOvWLFCh588EFatGgBwF133UVkZCRr165l8ODBZWrf8uXLLePFio0YPpyRo0aV%2B1xviJeXMXH27DEmDsCHHxoXyyhVq/7RLah4Rr0oMSpbA/D2Ni6WUQy6RkyYYEgYAB57zLhYRmnd2qBA0eMMCgQ8%2BqjjY4wd6/gYpXHAEBqbOcWIEYwcObJM%2B2dmZpYYCl2czF%2B4cKHUBH7hwoX8/e9/x/uqa2BgYCDVqlVj1qxZFBYWMmPGDJ544gnWrl1LlSpVynNapSp3Aj9jxgxmzpwJgIeHB82aNWPx4sXUr1/fsk1ZxsCfO3eO0NBQy895eXm0bt2axYsX4%2B/vX2L7xx57jPj4eJYtW8YjjzxS3mZbqVOnDm3btmX9%2BvU88sgjrF27lnvvvbdcxzCbzUydOpURI0ZQt27d6ybwqampdO7c2fKzt7e31au8q6Wnp9Pwqlf6V/dTeRw/fhxPT0%2B8rvonVDxWfvPmzdSuXRvfq6rdjRo1Ij8/n9TUVFJTU63aANC4cWOrY%2B/cudMqqTebzeV6EfTwww%2BXuPHX19UVzp8v8zFuiKtr0T/mzEy4csWxsQBKGd5UoZo2LUre%2B/WDgwcdH8%2BIG6dNpqLkPTcXzGbHxzPqhYLJZMz5ANzgfT3l4uZWlLxnZICNdwornFEVeAOvEa%2B9V9fhMfz8ipL3JUsgLc3h4YiMdHwMT8%2Bi5H33bsjKcny86L2zHR/Ez68oeX//fWN%2BUTcRmzlFOd/RN5fz2pyZmcmqVav4z3/%2BY7V86tSpVj9PmzaNqKgovvvuO9q2bVuuGKWx6yZWe1x9E6vZbKZv3740atSIsLAwm9u7u7szefJknnrqKe6%2B%2B%2B4S6y5fvmxzv99%2B%2B42qNv4x9%2BrVi0WLFtGnTx82btzIJ598YnOYSmlWrFhBQUEBffr0KdP2eXl5JY5v687m4uVuV70dfaPvOLi4uJQaIy8vr9T9TCbTddvr4eHBuHHjrjv2/1r8/PxKvrWVmmpMEgBF/5iNiLV3r%2BNjFDt40Jh4RiWgxbGMjHczyc83LlZBgTHxjHwuGHSNMHIkQ1qaMfHK%2BYa2XbKyoJQRqRXrZvxF/VEcUIG3mVOUg7e3t9V9gFCUoJtMJqvq%2BtW2bNnCbbfdZpnEpTSenp7Url2b1NTUG27f71WK24BNJhPTpk1j1apVVtNI/l779u1p3bo1c%2BbMsVr%2Bl7/8hUuXLvHLL79YLc/IyOD48eM2byro0qULx44dY926dTRu3GnXOxMAACAASURBVNgyXKWsVq9ezU8//UTbtm2Jiopi2LBhnDlzxvIK6/f8/Pw4e/as5ee0tDR%2B/fVXm8euW7cup06dsvyclJRUrrYVCwgI4NKlS6Rd9So%2BISGB3bt3ExAQwMWLFzl37pxl3dGjR6latSr%2B/v4l2guQkpJi%2Bb5Ro0YcOnTIav3p06fL/epVRERE/mQq4U2sLVq04MyZM2RkZFiWJSUl0aRJE2rUqGFzny1btpSYxjwrK4upU6daJesZGRlkZGRcN9Evj0qRwEPRbDOPP/44U6ZMKbWaDkXzzK9bt46jR49aloWEhNChQweeeeYZUlJSuHLlCikpKTz11FO0adOGTp06lThOlSpViImJYe7cuTc0N%2Bfrr7/Of/7zH1atWsWqVauYMWMGfn5%2BrFq1yuaQl44dO7J27Vp%2B/vlnsrKyiIuLs/nOAEBUVBQfffQRaWlppKWl2ZwHv1jVqlU5efKkzRtimzVrRvPmzZk7dy6XLl3i8OHDTJo0iZycHEJDQwkMDGT27NlkZ2eTmprK22%2B/TY8ePXB3d6dTp078%2BOOPbNu2jby8PD744AOrJ%2BPDDz/M%2BvXr2bZtGwUFBXz11Vf07NmTffv2lbsvRURERP5IzZs3JzQ0lNmzZ5OVlUVKSgqLFi2yjDrp3r073377rdU%2BBw4cKDHc2NPTk3379jFjxgwyMzO5ePEiL774IsHBwYRX4KQWDkngN2zYYPODnEqb6rDY8OHDKSws5PXXXy91mwYNGjBo0CCryjEUzQZTPLNKZGQkQ4YMITAwkLlz52Iq5YaxXr16kZ6eTkxMTLnP0dvbm3r16lke3t7euLq6Uq9ePZs3KPTv358uXbrQu3dvunfvTnh4eKlV/6effpq6devStWtXBg0axMCBAwHbQ2liY2PZvn07d911F1dsjNV85513OHXqFO3atWPIkCEMGzaMTp06YTKZeOutt0hLS6Nz58707t2bsLAwpkyZAkBYWBiTJ09m6tSptGnThsOHD1tmoIGid0OeeeYZpk2bRkREBNOmTWPq1Kncfvvt5e5LERER%2BROphBV4gDfeeIO0tDTat2/PP//5T%2B6//3769esHwLFjx8jOzrbaPj093eZnFM2fPx%2Bz2UxMTAydO3cmPz%2BfhQsX2j0Jy9VMZo15qJTy8vIsLwROnDhBt27d2Lx5c4VOQVQpVeD4sFK5uUHdukU3yxoxBr6cw7NuSHh40Ww3ERHGjIH/3UXMIUwm8PCAnBxjxj1f9cFuDmXkTaynTzs%2Bhrt70Y13aWnGjIE3YrpKg68Ro2eWnLihojVsWDTbzWuvGTO0%2Bqo5Gxymdm2IjobPPzdmDPwD2w2YtaVhQxg3DmbPNuYXdZ0JRxzmBgqn17VxY8UfsxKrNENo5H/mz5/PAw88QFpaGjk5OSxcuJDAwMASb9OIiIiIOJ1KWoF3JgZ98oZzOXfuHF26dLnmNjd6Y2lZDBw4kLNnz9KrVy/y8/Np3rw5b7zxRoW%2B9SIiIiLyh1A%2BYzcl8Db4%2BPg4NEG/Hg8PD6ZPn8706dP/sDaIiIiISOWkBF5EREREjKMKvN3UgyIiIiIiTkQVeBERERExjirwdlMCLyIiIiLGUQJvN/WgiIiIiIgTUQVeRERERIyjCrzd1IMiIiIiIk5EFXgRERERMY4q8HZTAi8iIiIixlECbzf1oIiIiIiIE1EFXkRERESMowq83dSDIiIiIiJORBV4ERERETGOKvB2UwIvIiIiIsZRAm839aCIiIiIiBMxmc1m8x/dCBGLW25xfIzQUNi4EWJiICnJ8fFSUhwfw2QCDw/IyQEj/qSrV3d8jPBw2LMHIiJg717HxyssdHwMKPpdGXTZzbpkcngMF5eip0N2tjFd6Bl0810jfkk87fAYVapA/fpw5gzk5Tk8HLc2vOL4IACurnDFoFhZWY6P4eICNWvCb78Z8wdVu7bjY9jy2GMVf8wlSyr%2BmJWYKvAiIiIiIk5EY%2BBFRERExDgaA283JfAiIiIiYhwl8HZTD4qIiIiIOBFV4EVERETEOKrA2009KCIiIiLiRFSBFxERERHjqAJvNyXwIiIiImIcJfB2Uw%2BKiIiIiDgRVeBFRERExDiqwNtNCbyIiIiIGEcJvN3UgyIiIiIiTkQVeBERERExjirwdlMPioiIiIg4EVXgRURERMQ4qsDbTQm8iIiIiBhHCbzd1IMiIiIiIk5EFXgRERERMY4q8HZTD4qIiIiIOBFV4EVERETEOKrA200JvIiIiIgYRwm83dSDIiIiIiJORAn8H6h9%2B/asXLkSgJiYGD755JMy7RcaGsrOnTsd2TSbxo4dy8SJEw2PKyIiIjcRF5eKf/zJVNozjo6OZtmyZSWWL1u2jOjo6HJtFxsby6uvvmq1Pjk5meDgYDZt2mS1fOnSpXTo0AGz2XzdNubn5zNz5kyioqKIiIhg1KhRZGZmlun8fm/jxo089NBDZdo2KSmJ9u3bA0XnsWvXrhuKKSIiIiJFTp06xeDBg4mKiqJLly689tprFBYWltjuzTffpFmzZoSGhlo9zp07B0Bubi5TpkyhU6dOREVFMWrUKC5cuFChba20CXxF6tixY4kkd%2BfOnVSvXr3E8l27dtGhQwdMJtN1jztnzhz279/P6tWrSUhIwNXVlY8//rhC23498fHxSuBFRETEeVTSCvzIkSPx9/cnISGBRYsWkZCQwJIlS2xu26tXL5KSkqwePj4%2BAMTFxZGcnMzy5cvZuHEjZrOZZ599tkLaWOxPk8AfPHiQjIwMy7LExEQeeOABEhMTLcsKCgr45ptv6Nix43WPmZOTw7Jly5g0aRL%2B/v54e3sTFxfH4MGDbW5fUFDA9OnTiYqKomPHjiWGy1z9TsLly5cZPXo0LVu2JCYmhsTEREJCQvj6668BCA4OZvv27UyfPp0PP/yQ9957jzvvvNNm3BMnTjBgwADCw8Pp0qULS5cutaw7e/YsQ4cOJSoqisjISMaOHWv1DsLHH39MdHQ0kZGRvPjiiyVehf773//m7rvvJiwsjB49epCQkHDdfhMREZE/uUqYwCclJXHw4EHGjx9PzZo1ady4Mf3792f58uXlOk5BQQErVqxg2LBh1K9fHy8vL8aMGcO2bdtITU21u53F/hSz0Nx%2B%2B%2B14enqya9cuevbsSV5eHnv27OGFF14gPj6e06dPc8stt/DDDz%2BQnZ1tGZ5yLcnJyRQUFPDTTz8xatQosrOz6dq1K8899xzVq1cvsX18fDwbNmzgww8/pH79%2BrzyyitcvHjR5rFnz57NoUOH2LRpEy4uLkycOJGCgoIS2z3//PMcPnyYsLAwxo8fb/NYI0aMoHXr1syfP5%2Bff/6ZRx55hMDAQNq3b8%2BwYcNo0qQJW7ZsIScnh9GjR/PCCy/w%2Buuvc/ToUaZMmcK8efPo1KkTq1evZsaMGXTv3h2ATZs2MW/ePN59912aNm3K559/zpgxY9i0aRO33HLLdfsPIC0tjfT0dKtlvg0b4lenTpn2v2FNmlh/dbQyvJtTYTGMiAUQHu74GE2bWn%2BVcjNiWOjVTz1DhqGGhjo%2BhsHXiCpVHB/Dzc36q9wAI57gxTGMiGVjaIgzs5lT%2BPri5%2BdXpv2Tk5Np0KABtWvXtiwLCQnh2LFjZGVl4enpabX9oUOH6NOnD4cPH6Z%2B/fo8%2B%2ByzdOjQgePHj/Pbb78REhJi2TYwMBAPDw%2BSk5Px9/e34yz/p1L/Kc%2BYMYOZM2daLSssLCxx8tfbzs3NjXbt2rFz50569uzJd999h7%2B/P40bN%2Bb2229n165dPPjgg%2BzatYvQ0FC8vLyu27biV1E7duwgPj6e8%2BfPM3ToUOLi4pg0aVKJ7Tdv3sy9995LYGAgAKNHjy71Vd327dvp168f9erVA2DAgAE3dNPqjz/%2ByKFDh1iyZAnVqlWjWbNmzJs3D39/fw4cOEBycjILFizA09MTT09PBg8ezPDhw8nLyyMhIYHmzZvTrVs3AB588EGrt5FWrFjBgw8%2BSIsWLQC46667iIyMZO3ataW%2BC/F7y5cvZ968eVbLRgwbxsjRo8t9rjdk/nxj4hipalVj4uzZY0wcgA8/NC6WUQx6oWWjluAw1aoZFGjjRoMCYdg1or4hUYr4%2BhoVydWoQOBqUKyaNY2JA1CjhuNjlFJENIQDXqDYzClGjGDkyJFl2j8zM5NatWpZLStO5i9cuGCVwNerV4%2BAgADGjRuHn58fy5cvZ8iQIaxevdoykuH3x6pVq1aFjoOv1An85MmT6du3r9WyZcuW8a9//avc23Xs2NHyi921axdt2rQBoG3btiQmJvLggw%2BSmJhYpuEzAGazmfz8fMaMGYOXlxdeXl4MGDCAefPm2UzgU1NT6dy5s%2BVnb29vq1d5V0tPT6dhw4aWn0NvsOJ0/PhxPD09rV6QtGvXDih6QVG7dm18r7qaN2rUiPz8fFJTU0lNTbVqA0Djxo2tjr1z506rpN5sNtOkHBWrhx9%2B2OqGZADfxx%2BH9evLfIwb0qRJ0T/m4cPhyBHHxgJYtcrxMUymouQ9NxfKcAO23f77PHKopk2Lkvd%2B/eDgQcfH%2B%2B47x8eAot%2BVEb8jIPuy418omExFyfvly8acVvUHYhwfxOBrxJnFjn9R4uZWlLynp4ONN3QrXH2/K44PAkXJ%2BxWDYmVnOz6Gi0tR8n7p0k1XIXc0mzlFOV%2BxlmUCE4CHHnrIauKR/v37s27dOlavXk2nTp3KdawbVakT%2BIrUsWNHJk%2BeTEpKCl999RUDBgwAoE2bNrz//vtkZ2ezb98%2BJkyYUKbjFd%2BoUPOqV%2BQNGjQgIyMDs9lc4ibYvLy8EsNgbN3ZXLzc7ar3OV1u8JWqi4tLqTHy8vJK3c9kMl23vR4eHowbN87SjzfCz8%2Bv5FtbJ08WPYxw5AgkJTk%2BjkHJmiWWEfH27nV8jGIHDxob7yZixP//4suT2WxQvmHE32wxg64R17gcV7iCAmPj3VSMTKgLC2/uBN4BFXibOUU5eHt7l5hJMDMzE5PJhLe393X3b9CgAWlpaZZtMzMzqXHVOykXL16kbt26N9y%2B3/tT3MQKRW93/PWvf2X79u0cOHCAqKgoAFq0aMHly5dZuXIlNWrUoGXLlmU6XmBgICaTiQMHDliWnTp1inr16tmcwcbPz4%2BzZ89afk5LS%2BPXX3%2B1eey6dety6tQpy89JN/gPJCAggEuXLpGWlmZZlpCQwO7duwkICODixYuWKY8Ajh49StWqVfH39y/RXoCUlBTL940aNeLQoUNW60%2BfPu3wV5wiIiLi5CrhTawtWrTgzJkzVhOeJCUl0aRJE6tEHOCtt96ymgQFinKkgIAAAgICqF27NsnJyZZ1hw8fJi8vzzLsuCL8aRJ4KKrCf/DBBzRp0sTyCsnNzY1WrVqxZMkS2rVrV%2BZqt4%2BPD926dWPOnDmkp6dz4sQJFi1aRGxsbKmx165dy88//0xWVhZxcXFULWW8clRUFB999BFpaWmkpaWxePHiUttRtWpVTp48afOG2GbNmtG8eXPmzp3LpUuXOHz4MJMmTSInJ4fQ0FACAwOZPXs22dnZpKam8vbbb9OjRw/c3d3p1KkTP/74I9u2bSMvL48PPvjA6u7phx9%2BmPXr17Nt2zYKCgr46quv6NmzJ/v27StT/4mIiIhUFs2bNyc0NJTZs2eTlZVFSkoKixYtsgzR7t69O99%2B%2By1QVF1/8cUXOXr0KLm5ubz33nscP36cBx54AFdXV3r37s0777zDmTNnuHDhAnPmzOHOO%2B%2B0jN6oCH%2B6BP7EiROW8e/F2rZty/Hjx8s8/r3YzJkzCQgIICYmhtjYWKKjo3nyySdtbtu/f3%2B6dOlC79696d69O%2BHh4ZabVH/v6aefpm7dunTt2pVBgwYxcOBAwPZQmtjYWLZv385dd93FFRvjAN955x1OnTpFu3btGDJkCMOGDaNTp06YTCbeeust0tLS6Ny5M7179yYsLIwpU6YAEBYWxuTJk5k6dSpt2rTh8OHDlhlooOhTZJ955hmmTZtGREQE06ZNY%2BrUqdx%2B%2B%2B3l6kMRERH5k6mEFXiAN954g7S0NNq3b88///lP7r//fvr16wfAsWPHyP7vfRDjxo2jU6dO9O/fn1atWrF27VoWL15syetGjRpFWFgYvXr1omvXrtSoUYOXXnqpQtpYzGTWmIdKKS8vjyr/nVvsxIkTdOvWjc2bN9OoUaM/uGUOVsYpKO0SGlo0k0VMjDHjaa8aeuQwJhN4eEBOjkF3EhowvUl4eNFsNxERxoyBN2q8qYE3sWZdcvxNrC4uRU%2BH7GxjutAz6Oa7RvySeNrhMapUgfr14cwZY8bA39rwJryJNSvL8TFcXIpmu/ntN2P%2BoEqZTMPhXn654o9ZwR%2BUVNn9qSrwzmL%2B/Pk88MADpKWlkZOTw8KFCwkMDCwxK4yIiIiI06mkFXhn8qeZhaY8zp07R5cuXa65zY3eWFoWAwcO5OzZs/Tq1Yv8/HyaN2/OG2%2B8ccOz0YiIiIhUGspn7KYE3gYfHx%2BHJujX4%2BHhwfTp05k%2Bffof1gYRERERqZyUwIuIiIiIcVSBt5t6UERERETEiagCLyIiIiLGUQXebkrgRURERMQ4SuDtph4UEREREXEiqsCLiIiIiHFUgbebelBERERExImoAi8iIiIixlEF3m5K4EVERETEOErg7aYeFBERERFxIqrAi4iIiIhxVIG3m3pQRERERMSJqAIvIiIiIsZRBd5uSuBFRERExDhK4O2mHhQRERERcSIms9ls/qMbIWJh1NPRZDIullF0TvYxoiIUHg579kBEBOzd6/Bw5kJj%2Bs7IX5OJm%2B8aYcZkSBz9npyEob8oY557JSxaVPHHfPzxij9mJaYKvIiIiIiIE9EYeBERERExjsbA200JvIiIiIgYRwm83dSDIiIiIiJORBV4ERERETGOKvB2UwIvIiIiIsZRAm839aCIiIiIiBNRBV5EREREjKMKvN3UgyIiIiIiTkQVeBERERExjirwdlMCLyIiIiLGUQJvN/WgiIiIiIgTUQVeRERERIyjCrzd1IMiIiIiIk5EFXgRERERMY4q8HZTAi8iIiIixlECbzf1oIiIiIiIE1EFXkRERESMowq83dSDIiIiIiJORBV4ERERETGOKvB2UwIvIiIiIsZRAm839aCIiIiIiBNRBV5EREREjKMKvN2UwFego0ePMn/%2BfBITE7l06RJ169YlOjqaESNG4OXlRXR0NKmpqbi4uGAymahZsyZt2rTh6aefxt/f33KcVatW8f777/Pzzz%2BTm5tL48aN%2Bec//8lDDz0EwMqVK3n22WepUqVKiTY0atSIdevWcfLkSbp27Yq7uzsmkwkAV1dXGjRowCOPPEK/fv0s%2BwQHB/Ovf/2LTp06WR1r3LhxrF27lk8%2B%2BYSWLVtarSttHxERERFndOrUKV588UX27dtH9erVueeeexg3bhwuNl5wLFu2jMWLF5OWlkajRo0YOXIk3bp1A2DixImsXr0aV1dXy/ZVq1bl22%2B/rbC2KoGvIAcOHOCRRx6hb9%2B%2BrF69mjp16nD48GFmzpxJ3759%2BfTTTwGYPHkyffv2BSA1NZWnn36aKVOmsGDBAgA2bNjAtGnTmDt3LlFRUZhMJrZv38748eOpVq0aPXv2BMDHx4edO3det12rVq0iMDAQgIKCAnbt2sXo0aOpVauW5Vi2XLx4kYSEBO6%2B%2B27i4%2BNLJPAiIiIiN6SSVuBHjhxJSEgICQkJnD9/nieffBIfHx8ef/xxq%2B02btzI7NmzWbBgAS1btuSzzz5jzJgx/Oc//yEgIACAoUOHMnLkSIe1VQl8BZk2bRodOnRgwoQJlmXNmjXj7bff5qWXXiItLa3EPv7%2B/tx1110sWbLEsmzXrl1ERETQsWNHy7KuXbvy5ptv4uPjY1cb3dzc6NSpE/fccw%2BbN2%2B%2BZgK/evVqmjdvzqOPPsqTTz7Js88%2Bi4eHh13xfy8tLY309HSrZb4%2BPvj5%2BVVoHJEyCQ93fIymTa2/ioj8GTkggbeZU/j6ljmnSEpK4uDBgyxatIiaNWtSs2ZN%2Bvfvz5IlS0ok8Dk5OTz11FNERkYC8NBDDzFr1iy%2B//57SwLvaErgK8D58%2BfZs2cP77//fol1np6evPzyyyWWm81mTp48yapVq6wS6b/85S%2BsWbOGhIQEoqOjLW/bdOjQocLam5%2Bff91tVqxYQZ8%2BfYiIiKB27dps3LiRXr16VVgbAJYvX868efOslo0YPpyRo0ZVaJxS/Xdo0U1F53Tj9uwxJg7Ahx8aEsbIZ4NxTz0Dz8qgk9Lvyd5Quu7dELPZ8TEMZDOnGDGizFXw5ORkGjRoQO3atS3LQkJCOHbsGFlZWXh6elqW/z4f%2BvXXX7l06ZLVcOivvvqKLVu28MsvvxAYGMjUqVNp0aLFjZyaTUrgK8CJEycAuO2226677YwZM5g5cyZms5n8/Hzatm3LI488Ylnfr18/Dh06xMiRI6lVqxbh4eG0a9eOHj16ULduXct2586dIzQ0tMTxx40bR//%2B/W3GzsvL48svv2TDhg3MmTOn1DYmJSWRkpLC3XffjclkolevXsTHx1d4Av/www8THR1ttczXx8eYi4rJdNNdvHROdvpvJcWhmjYtSt779YODBx0ezvydMS9KjPw1mTAqkHEnZTYo2dXvyUncjOf0ew6owNvMKXx9y7x/ZmYmtWrVslpWnMxfuHDBKoG/mtlsZvLkyYSFhdG6dWsAAgICcHFxYfTo0dSoUYN58%2BYxYMAANm7cSJ06dcpzWqVSAl8Bim8SLSwsvO62V4%2BB//XXX3n//fe5//77LePmq1Spwssvv8xTTz3Fzp07%2Beabb1iwYAFxcXHMnz%2Bfdu3aAWUfA9%2BrVy9L%2BwoKCggICGD69OmWGy1s%2BeSTT%2BjcuTNeXl6WY7z11lucOHGiQt8a8vPzK/nW1s1%2B0ZLKa%2B9e42IdPGhsPBGRm5zNnKKczOXMQfLz85k4cSJHjhxh6dKlluXDhw%2B32m7ChAmsXbuWhIQEy4Qk9qqcdxE4mUaNGgHw008/lWu/WrVqMXz4cNzd3fnPf/5jtc7X15f777%2Bfl156iW3bttGqVatrVs1Ls2rVKpKSkkhKSmLQoEG4u7tz9913l7r95cuXWbduHdu2bSM8PJzw8HDuv/9%2BzGYz8fHx5Y4vIiIiYsXFpeIfdvL29iYzM9NqWWZmJiaTCW9v7xLb5%2BTk8OSTT3L69Gk%2B%2BOCDa96n6OrqSv369W3eD3mjlMBXgDp16tC6dWsWLVpUYt3ly5eJjY3lu%2B%2B%2Bu%2BYxcnNzMZvNzJ49mx9%2B%2BMFqnbu7O23atOHy5ct2tXPYsGHk5ubyzjvvlLrNhg0bcHNzY82aNXz22WeWx5gxY/jss8/K9C6DiIiISKkqYQLfokULzpw5Q0ZGhmVZUlISTZo0oUaNGlbbms1mxo4di5ubG4sXL7YaFmM2m3n55Zc5eNUwyby8PI4fP16hoxiUwFeQSZMm8f333/PUU09x9uxZCgsLOXDgAE888QQeHh42p2HMzc1l0aJFXLhwga5du2IymUhLS%2BPpp5/m22%2B/JS8vj4KCAvbu3cuHH35I165d7Wqjh4cHL7zwAgsXLuTw4cM2t/nkk0%2B49957ue2227j11lstj759%2B3L%2B/Hm%2B/PJLu9ogIiIiUtk0b96c0NBQZs%2BeTVZWFikpKSxatMgy7Ll79%2B6WedzXrFnDkSNHeP3116latarVcUwmEydPnuTFF18kNTWVS5cuMWvWLNzd3a85fLm8NAa%2BgjRt2pSPP/6YN998kwceeIDs7Gzq1atHz549LUNX4H83sULRpP7Nmzfn3XfftQzDmT59OgsWLGDKlCmcOXOGK1eu0KhRI/r06WM1jVFpN7ECrF%2B/3jLu/fc6duzInXfeyaRJk/joo4%2BsPmTg6NGjfPfddzz//PMl9vPy8qJr167Ex8dbPrxp2LBhJeIkJCRY3YUtIiIiYqWSzgP/xhtv8Pzzz9O%2BfXs8PT3p06eP5YMvjx07RnZ2NgDx8fGcOnXKctNqsV69ejFjxgxeeuklXnnlFWJjY8nKyqJly5YsWbKE6tWrV1hbTebyjtgXcSTDpki4Ce/y1znZx4h/KOHhRdNVRkQYchOrudCYvtPsJvbRLDT2BNJ1z%2B5Yf4TExIo/Ztu2FX/MSkwVeBERERExTiWtwDsTJfAiIiIiYhwl8HZTD4qIiIiIOBFV4EVERETEOKrA2009KCIiIiLiRFSBFxERERHjqAJvNyXwIiIiImIcJfB2Uw%2BKiIiIiDgRVeBFRERExDiqwNtNPSgiIiIi4kRUgRcRERER46gCbzcl8CIiIiJiHCXwdlMPioiIiIg4EVXgRURERMQ4qsDbTQm8iIiIiBhHCbzd1IMiIiIiIk5EFXgRERERMY4q8HZTD4qIiIiIOBFV4KVSuZxjcngMkwk8PCAn14TZ7PBwVMs45fgg7u7g5wfp6ZCf7/BwWbUbODyGiwtUrw7Zl00UFjo8HDUKDXgyACbA/N0eY2K5OP7vifBw2LMHU2QE7N3r8HCXsx3/ezL6GlFQ4PgYLi5QowZkZ2PI31PNX5IdH8TDA5o0gZQUyMlxfDx/f8fHcHODOnUgM9OYJ4avr%2BNj2KIKvN2UwIuIiIiIcZTA2009KCIiIiLiRFSBFxERERHjqAJvN/WgiIiIiIgTUQVeRERERIyjCrzdlMCLiIiIiHGUwNtNPSgiIiIi4kRUgRcRERER46gCbzf1oIiIiIiIE1EFXkRERESMowq83ZTAi4iIiIhxlMDbTT0oIiIiIuJEVIEXEREREeOoAm839aCIiIiIiBNRBV5EREREjKMKvN2UwIuIiIiIcZTA2009KCIiIiLiRFSBFxERERHjqAJvN/WgiIiIiIgTUQVeRERERIyjCrzdlMCLiIiIiHGUwNtNPSgiIiIi4kRUgRcRERER46gCbzf1YDlER0ezbNmyEsuXLVtGdHR0mbcBaaKDnwAAIABJREFUePTRR5k1a5bl5%2BDgYGJjYyksLLTab%2BXKlTz66KNWy3744QeGDh1K69atuf3224mJiWHu3Lnk5uZabZeYmMjAgQNp1aoVYWFh3HPPPbz99tvk5eVZtvn6668JDg7mmWeesXnO9913H8HBwVbtbt68OaGhoSUeCxcutHkMERERkcru1KlTDB48mKioKLp06cJrr71WIi8rtnTpUmJiYoiIiKBv377s37/fsi43N5cpU6bQqVMnoqKiGDVqFBcuXKjQtiqBr0ROnz7N8uXLr7nN9u3befTRR/nb3/5GQkIC33zzDTNnzmTLli088cQTmM1moCjxHzZsGN27d2fr1q3s3buXV155ha1bt/LEE09QUFBgOaaXlxdbt24lJyfHKtaRI0dIT08v0YYBAwaQlJRU4jF48OAK6AURERG5qbm4VPyjAowcORJ/f38SEhJYtGgRCQkJLFmypMR2n3/%2BOW%2B%2B%2BSavvvoqu3btokuXLgwZMoTs7GwA4uLiSE5OZvny5WzcuBGz2cyzzz5bIW0spiE0lcjYsWOZM2cO3bt3p06dOiXWX7lyhalTp9KvXz8GDhxoWR4ZGck777zDW2%2B9xYULF6hSpQozZsxgwoQJPPTQQ5btQkNDeeedd%2BjWrRsrVqygT58%2BANSoUYMGDRqwZcsWevToYdl%2BzZo13HHHHXz66acOOd%2B0tLQSLxBq1fLF19fPIfGKmUzWXx3O3d3xMdzcrL86mBHvfl79e9K7rTcoPNzxMZo2tf7qYEb83Rp9jTDi%2BV0cw7C/JQ8Px8eoWtX6q6MZcX11dbX%2B6khXFfIM54Anoq2cwtfXFz%2B/suUUSUlJHDx4kEWLFlGzZk1q1qxJ//79WbJkCY8//rjVtsuXLyc2NpawsDAAnnjiCZYuXcrWrVuJiYlhxYoVvPLKK9SvXx%2BAMWPG0KNHD1JTU/H396%2BAs1UCX6m0b9%2BeHTt2EBcXx7Rp00qsT05O5tSpU/zjH/8osa5Bgwa89NJLAGzYsIHCwkKr5L2Yt7c39957Lxs3brQk8ADdu3dnzZo1Vgn8unX/n707j4uqXv8A/hk2UUkUBBdARE3AjUVRRHHNDUVyF8tyLVPEpTRNzSWzbhfRfmoaeb2auaCA4pa4lSZg7oGmlWgKLoACKuuwnN8fxFxHBgWGc4Yzft6vF69xvufMeZ4zDONznvmeMwexcOFC0Qr40NBQrF27Vm1s2rQABAZOFyXe86R6z4epuAckaiwsJAlTS5IoxWrWlDCYRCQ7eLx4UaJAALZvlySMBGWhimTvERKS7O%2BpRQuJAgGws5MullTq1BE/hoZP2OVMU00REBCA6dPLV1NcvXoVNjY2MDc3V421bt0at27dQmZmJszMzNTW9fHxUd03MDCAs7Mz4uPj4ezsjKdPn6J169aq5c2bN4epqSmuXr3KAl5Xli9fjhUrVqiNFRUVqf1CyrNOWebPn49BgwZh5MiRaNOmjdqyxMREmJqaonHjxi/cxp07d9C4cWMYl9H5dXBwwOnTp9XGfHx8EBQUhPT0dNSrVw%2BXL19G7dq10ULDm/CmTZs0fqR06tQpjZ8clGXUqFFq5wUAxR3452byVDmFovg/5rw84J8ZR6IyfZIifhAjo%2BLiPS1Nkq5Ktpn4ByUKRXGxkZMjze9JqsJGoZBmfwBA0d5d/CBOTsXF%2B5gxwPXroofLjRH/oETq94jCQvFjGBj87%2B%2BpjCm9Var2/RviB6lRo7h4T0ws/mWJzdJS/BiGhsXF%2B5Mn0rwwdERA1XcxNNUUVlZW5X58RkYG6jx34FRSzKenp6sV8BkZGWqFfsm66enpyMjIAIBS26pTp06VzoNnAV9BCxcuhL%2B/v9rYjh078N1331VonbLY2Nhg0qRJWLZsWan58AqFAkVFRRAEAYqXtPAKX/KH//zj69Wrh86dO%2BPQoUN46623cODAAfj6%2Bmp87IQJE/DRRx%2B9dF9extrautRHW1IVa0BxHEli5edLEOQfBQWSxJOiACj5hFUQpImnly5dki7W9euSxJPq/aEklhTxpHx9FxVJFE/sTsyz8vKkiSfllJPCQt1OcZEhTTVFRQkV%2BIN/2boV2VZlcGZpNTR58mSkpaUhPDxcbdze3h5KpRK3b99%2B4eObNWuGu3fvljoptcTNmzfRrFmzUuN%2Bfn7Yv38/CgsLERUVhUGDBlV%2BJ4iIiIg0KDmQrMofbVlYWKi65yUyMjKgUChg8dz01Hr16mlc18LCQrXu88sfP34Myyr8FIcFfDVkYmKCTz75BCtXrsSTJ09U487OzrCzs8OmTZtKPSY1NRU%2BPj64ffs2vLy8ULNmTezcubPUek%2BePMHBgwfV5m6V6NmzJ27duoWDBw%2BiadOmaNiwYdXuGBEREb3yqmMB36ZNG9y/fx9paWmqsfj4eLRo0QK1a9cute7Vq1dV9wsLC/H777/DxcUFdnZ2MDc3V1v%2B559/QqlUlpoarQ0W8NVUr1690LZtW2zcuFE1ZmBggKVLl2LPnj1YsWIF0tLSUFBQgPPnz2P8%2BPFwdHSEvb09atWqhQULFmDlypXYtGkTMjMzUVRUhLi4OLz11lto3749Bg8eXCqmiYmJ6prympYTERER6aOS77hZuXIlMjMzkZCQgP/%2B97%2BqKdH9%2B/fH%2BfPnAQD%2B/v7Yu3cvLl%2B%2BjJycHKxfvx4mJibo0aMHDA0NMXLkSGzYsAH3799Heno6goOD0adPH9SvX7/K8uUc%2BGpswYIFpaaxdOnSBdu2bcO6devQr18/FBQUwNbWFiNGjFD7wqc333wTVlZWCAkJwTfffIP8/HzY2trCz88P48ePh0EZl3Dy8/PDnj170K9fvzLzKuskVnd3d43jRERERCWq63lN//d//4dFixahS5cuMDMzw%2BjRozFmzBgAwK1bt1TXee/WrRtmz56NmTNn4tGjR6ovszT95/KpgYGByMrKgp%2BfHwoKCtCzZ08sWbKkSnNVCGLPsieqgJwc8WMoFMWXKM7NlejqJml3xQ9ibAxYWwMpKZKcxJppbiN6DAMDoFYtIDtboqtm1H75OlVB0qvQGEhwvUo3t%2BLLVbq7S3ISa062%2BE%2Be1O8RUpyraGBQ/BrPypLm7%2Bm121devpK2TE2LL1d544Y0J7FW0eX/XsjICKhXD0hPl%2BaFUYGrtFQlMS4apI%2BXfX0RduCJiIiISDLVtQMvJyzgiYiIiEgyLOC1x5NYiYiIiIhkhB14IiIiIpIMO/DaYwFPRERERJJhAa89TqEhIiIiIpIRduCJiIiISDLswGuPHXgiIiIiIhlhB56IiIiIJMMOvPZYwBMRERGRZFjAa49TaIiIiIiIZIQdeCIiIiKSDDvw2mMHnoiIiIhIRtiBJyIiIiLJsAOvPRbwRERERCQZFvDa4xQaIiIiIiIZYQeeiIiIiCTDDrz22IEnIiIiIpIRduCpWqlZSyF%2BEDc34OJFmHq5A5cuiR/vwQPxYxga/u9WEEQPZ9aysegx0LYtEBWFWkP6AfHx4se7e1f8GAAABRQQ/3cEADnZ4sdRKABTALkxF6V46enle0TCDfGfOBMToHZtIC0NUCpFD4fXnJ3FD1LCwUGaONnZ4scw%2BKevamICGOlvicYOvPb099VBRERERNUOC3jtcQoNEREREZGMsANPRERERJJhB1577MATEREREckIO/BEREREJBl24LXHAp6IiIiIJMMCXnucQkNEREREJCPswBMRERGRZNiB1x478EREREREMsIOPBERERFJhh147bGAJyIiIiLJsIDXHqfQEBERERHJCDvwRERERCQZduC1xw48EREREZGMsANPRERERJJhB157LOCJiIiISDIs4LXHKTRERERERDLCDjwRERERSYYdeO2xA09EREREJCPswBMRERGRZNiB1x4LeCIiIiKSDAt47XEKDRERERGRjLADT0RERESSYQdeeyzgq5levXohOTkZBgbFH46YmJjA0dERM2fORMeOHTFv3jxERkbCyKj0r27o0KFYunQpIiIiMH/%2BfJiYmKiWmZiYoGXLlggMDETnzp3x008/ISAgAL/%2B%2BivMzMxU602ZMgV3797F/v37VWOCIMDT0xNjx47Ft99%2BqxpXKpUwMjJS5erh4YFNmzZV%2BXNCREREpEsZGRlYsmQJzp49CwMDA3Tv3h2LFi2CqampxvWPHDmCtWvXIjExEdbW1pg4cSJGjhwJAFizZg2%2B%2BeabUrXcTz/9hPr165crHxbw1dDChQvh7%2B8PAMjJycGOHTvw3nvvqYrq/v37Y9WqVS/cRv369REdHa26n5OTgx9%2B%2BAFTpkzB/v370alTJxgYGODMmTN44403AAAFBQU4d%2B4cioqK8OjRI1haWgIAfv/9d2RkZODNN99EQECAapu9evXC5MmTVbkSERERvYwcO/CLFi2CUqnEgQMHkJ%2BfjxkzZiAoKAgLFy4stW5cXBw%2B%2BugjBAcHo0ePHoiOjsa0adPQrFkzdOjQAQDg5%2BeHL7/8stL5sICv5mrWrIkJEyZg586dOHXqlFbbmTx5Mnbt2oVffvkFb731Ftq3b4%2BYmBhVAf/bb7%2Bhfv36sLGxQUxMDHx9fQEAMTExcHBwgK2tbZXsU4mUlBSkpqaqjVk5OMC6bt0qjVOKk5P6rdg0fFpS5QwN1W/F1rat%2BDFatFC/pQpTKKSLIUUsAICbm/gxJH6PeObDUtEYG6vfUiUYSHDaYEkMKWLpsIoWI7TGmsLKCtbW1lpv%2B%2BHDhzh27Bj27NkDCwsLAMDUqVMxY8YMfPzxxzB%2B7g8rIyMD77//vqq%2B6t69O1q2bInz58%2BrCnhtsYCXicLCQhhWQXFWUFCg%2Bre3tzd27dqluh8bG4v27dujcePGagV8bGwsvL29tY79vNDQUKxdu1ZtLGDGDEyfMaPKY2m0fbs0caQk9sFPiagoaeIAwLp10sWSikTVbhmf7IqiRg2JAl28KFEgSPYeYSdJlGING0oVSaJmAiBd46J2bWniAEDNmuLHePpU/BgS0lhTBARg%2BvTpWm/72rVrMDQ0hKOjo2qsdevWyM7Oxs2bN9XGAaBbt27o1q2b6n5BQQFSU1PRoEED1dgff/yB0aNH488//0SjRo0wf/58dO3atdw5sYCv5rKysrBz506kpaWhe/fuuHz5Mg4fPoxjx46VWnfnzp1o3bq1xu1kZmZiy5YtyMjIUB0Rent746uvvsK9e/dURfvo0aPRuHFjzJkzB0DxPPcLFy5g3LhxVb5vo0aNQq9evdTGrHx9gS1bqjyWGien4v%2BYx4wBrl8XNxYAHD0qfgxDw%2BLiPSMDKCwUP96YMeLHaNGiuHifNg24cUP8eIcPix8DKC7eBUGSULl54h8oKBTFxXtenjS7ZerlLn4Qid8jEiPFPygxNi4u3h88APLzRQ8Hu8YSvA8Bxe99UrznAUBurvgxDAyKi/ecHHnOMyknMXZNY01hZVUl287IyICZmRkUzzRfzM3NAQDp6ekvfXxQUBBq1aoFHx8fAEDDhg1hZ2eHDz/8ENbW1ggNDcWUKVOwb98%2BNGvWrFw5sYCvhpYvX44VK1YAAExNTeHs7IzNmzejUaNGAMo3B/7hw4do%2B8w0B6VSiY4dO2Lz5s2qI8CWLVuiYcOGiI6Oho%2BPD%2BLi4rB69WrUq1cPGRkZuHXrFh48eABBENCxY8cq309ra%2BvSH23dulXlccp0/Tpw6ZL4cZ751EN0hYXSxIuPFz9GiRs3pI2nRyQ6TlDFkiSeFH%2BzJSR6j1AqRQ%2Bhkp8vbTy9ImVBXVSk1wW8GDTWFBUQGRmJuXPnalw2a9YsCJV4gxMEAUFBQThw4AC%2B//571Pjno8oRI0ZgxIgRqvXGjRuHgwcPYt%2B%2BfZg5c2a5ts0Cvhp69iTWynr2JFZBEODv748mTZrAxcVFbb2uXbsiJiYG1tbWsLe3V7343d3dERsbi%2BTkZHh4eJR5ljURERFRRVTHYxM/Pz/4%2BflpXBYdHY3MzEy16cwZGRkAoLrgx/OKioowf/58xMXFYceOHbCze/FkORsbG6SkpJQ7X36R0ytAoVBg2bJliIyMRGxsrNoyb29vnDt3DufOnUPnzp1V456enjh37hzOnj0ryvx3IiIiejWVfMBQlT9icnZ2hiAIuP7MlLr4%2BHjUqVMHDg4OGh%2BzYsUK/PXXXxqL92%2B%2B%2BaZUPZaQkPDSIv9ZLOBfES1btsT48ePx6aefIicnRzXu5eWFtLQ0HD58GJ6enqpxT09PXLhwAVeuXGEBT0RERK8sCwsL9OvXD6tXr0ZaWhoePHiAdevWYfjw4aprub/77rs4dOgQAODChQvYt28fQkJCUFfDxSUyMjKwdOlS3Lx5E3l5edi0aRPu3LmDIUOGlDsnTqGRobJOYm3YsCGOvuCEyWnTpuHQoUP4%2BuuvMW/ePABAnTp14OLigt9%2B%2B01tnnvr1q2Rm5sLKysrNG/evOp3goiIiF5J1XEKzcssW7YMixcvRu/evWFsbIxBgwZh1qxZquWJiYl4/PgxACA8PBxPnz5Fz5491bZR8oWXH374IYDiue8ZGRlo0aIFNm/ejIYVuEyUQqjMrHwisUhxeT03t%2BJL0bm7S3NC3IMH4scwMgIsLYFHj6Q5iVWKa3G3bVt8ucp%2B/aQ5ifXuXfFjAJJehSYnV5qr0JiaFl%2BgQ4rdqllL/94jEm6I/8SZmAB2dkBiojQnsTZvqodXocnOFj%2BGgUHx5SqzsqSpcl97TfwYGvz4Y9Vvc8CAqt9mdcYpNEREREREMsIpNEREREQkGTlOoalu2IEnIiIiIpIRduCJiIiISDLswGuPBTwRERERSYYFvPY4hYaIiIiISEbYgSciIiIiybADrz124ImIiIiIZIQdeCIiIiKSDDvw2mMBT0RERESSYQGvPU6hISIiIiKSEXbgiYiIiEgy7MBrjx14IiIiIiIZYQeeiIiIiCTDDrz2WMATERERkWRYwGuPU2iIiIiIiGSEHXgiIiIikgw78NpjB56IiIiISEbYgadqJeGGIHoMExPADkBi5EUolaKHw/%2BtED%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%2BfYrg4GD069cPLi4u6NSpE9566y1ERUWprTd27Fi0atUKbdu2LfUTEhIi1a4QERGRTBUVVf2P2DIyMjBz5kx4eXmha9euWLBgAXJzczWuGxERAScnp1J1Ulxc3D/7X4RVq1ahd%2B/e8PDwwMSJE5GYmFihfDiF5hWye/duDBw4EAcPHsS8efNQo0YNAEBmZib8/f3RuHFjfPPNN2jWrBkeP36MAwcOYM6cOUhJScHYsWNV25kwYQI%2B%2BugjXe0GERERyZgcp9AsWrQISqUSBw4cQH5%2BPmbMmIGgoCAsXLhQ4/oeHh7YunWrxmXbtm3D/v378d1336FBgwZYtWoVpk2bhsjISCgUinLlww78KyI9PR0nTpxAYGAg6tWrh6NHj6qWfffdd8jOzsbatWvRvHlzKBQK1K1bF2%2B//TaCgoLQuHFjHWZOREREpDsPHz7EsWPHMGvWLFhYWKBBgwaYOnUqwsPDkZ%2BfX%2BHthYaGYty4cWjevDnMzMwwa9YsJCQk4Lfffiv3NtiBf0VERkbC2dkZTZs2ha%2BvL8LCwjBo0CAAwNGjRzFixAiYmJiUelzfvn1FyyklJQWpqalqY3l5VrCyshYtJgAYG6vfis3WVvwY1tbqt2LT8FKpckZG6rdUcQYStGhKYkgRC5DmtSf1ewTc3MSP4eSkfis2KZ48id8kmjUTP4aNjfqtmG7eFD9GWcTowGuqKaysrGBdBf8xXrt2DYaGhnB0dFSNtW7dGtnZ2bh586baeIn79%2B9j/PjxuHLlCurUqYPAwED4%2BfkhNzcXN27cQKtWrVTrmpmZwd7eHvHx8XB1dS1XTvyv8RURFhYGf39/AICfnx/WrVuHpKQk2NraIjExEfb29uXe1qZNm7Bly5ZS46dOnUK9evXKvZ3Q0FCsXbtWbWzatAAEBk4v9za00bChJGEwZ440cQDg3XeliyUVKytdZ1D1yvkJqdZq15YmDgDUrClNHCn3Sar3CFy8KFEgANu3SxdLKhYWkoRZuVKSMACA2bPFjzFkiPgxpKSppggICMD06drXFBkZGTAzM1Ob3mJubg6geIbD8ywsLNC0aVPMnj0bLVq0wNGjRzF37lxYW1ujWbNmEARB9fhnt6dpW2VhAf8KuHz5Mv7%2B%2B28MGDAAAGBnZwdXV1dEREQgMDAQCoUChYWFao9p27at6t%2BFhYU4evQobP5pCVTVHPhRo0ahV69eamN5eVao4HkcFWZsXPwf84MHQCU%2B%2BaqwnTvFj2FtXVy8b9kCpKSIH%2B/tt8WPYWRUXLynpgIFBeLHk6pYUygAQZAmVna2%2BDEMDIqL95wcaea1pqWJH0Pq9wg7P3fxgzg5FRfvY8YA16%2BLH%2B/wYfFjGBkVF%2B9paZK8SXz4L/E/4rSxKS7eg4OBu3dFD6czYrxXaKoprCrQAYqMjMTcuXM1Lps1axaECrxx9%2BjRAz169FDdHzhwII4ePYqIiAhV/VSR7WnCAv4VsHv3bhQUFKB3796qsfz8fCQnJyMgIAAODg5ISEhQe0x8fDwAICkpCb1799b6haaJtbV1qY%2B2EhIApbLKQ2mUny9NrKQk8WOUSEmRJp5UvyOg%2BP9lKePpEylPFJPqShBSvhakeo/ApUsSBPnH9evSxJPiyKdEQYEk8aSccnL3rm6nuIhNjPcKTTVFRfj5%2BcHPz0/jsujoaGRmZqKwsBCGhoYAirvyAGBpaVmu7dvY2ODKlSuoW7cuDAwMVI8vkZGRUe5tATyJVe9lZWXh0KFDWLp0Kfbu3av6CQsLQ0pKCmJjY%2BHj44Ndu3YhKyur1OPFKNyJiIiI5MLZ2RmCIOD6M59excfHo06dOnBwcCi1/o4dO3Do0CG1sYSEBNjZ2aFGjRp4/fXXcfXqVdWyJ0%2Be4M6dO2jXrl25c2IBr%2BcOHTqEGjVqYMiQIbC3t1f9ODk5oVevXggLC8O4cePQqFEjjBkzBnFxcSgqKkJubi5OnjyJwMBA2Nvbo27durreFSIiItIDcrsOvIWFBfr164fVq1cjLS0NDx48wLp16zB8%2BHAY/XMS9bvvvqsq2pVKJT777DPEx8cjPz8fBw4cwKlTpzB69GgAgL%2B/P77//nskJCQgMzMTQUFBcHZ2Vpu%2B/DKcQqPnwsPD4evrq/EKM8OGDUNAQABycnKwdetWhISEYO7cubh//z6MjIzg4OCAgQMHwt/fH7WfOXOsrJNY3d3dNY4TERERydmyZcuwePFi9O7dG8bGxhg0aBBmzZqlWp6YmIjHjx8DAN555x1kZWVhxowZSE1Nha2tLdatW4c2bdoAAEaPHo3U1FSMHTsWWVlZ6NSpU6kTcF%2BGBbye2/mCMyi7d%2B%2BumusOADNnzsTMmTNfuL2yvpSAiIiIqDzk%2BEVOr732GoKDg8tcfuLECdW/FQoFpk6diqlTp2pcV6FQIDAwEIGBgZXOhwU8EREREUlGjgV8dcM58EREREREMsIOPBERERFJhh147bEDT0REREQkI%2BzAExEREZFk2IHXHgt4IiIiIpIMC3jtcQoNEREREZGMsANPRERERJJhB1577MATEREREckIO/BEREREJBl24LXHAp6IiIiIJMMCXnucQkNEREREJCPswBMRERGRZNiB1x478EREREREMsIOPBERERFJhh147bGAJyIiIiLJsIDXHqfQEBERERHJCDvwRERERCQZduC1xw48EREREZGMsANP1UrzpoUSRTKEXWNpYvXoYSh6DHPz4tv27YEWLUQPB3tb6X5PjayliiVVP0MBBQRJIr12%2B6r4QUxNgRYtUPv%2BDSA3V/Rwrzk7ix6jmHTvEUhKEj%2BGsXHx7eHDQH6%2B%2BPFsbcWP4eYGXLwI9O8PXLokejifEPH/bi0ti2%2B7dAGcnEQPpzPswGuPBTwRERERSYYFvPY4hYaIiIiISEbYgSciIiIiybADrz124ImIiIiIZIQdeCIiIiKSDDvw2mMBT0RERESSYQGvPU6hISIiIiKSEXbgiYiIiEgy7MBrjx14IiIiIiIZYQeeiIiIiCTDDrz2WMATERERkWRYwGuPU2iIiIiIiGSEHXgiIiIikgw78NpjAU9EREREkmEBrz1OoSEiIiIikhF24ImIiIhIMuzAa48deCIiIiIiGWEHnoiIiIgkww689ljAExEREZFkWMBrj1NoiIiIiIhkhB14IiIiIpIMO/DaYweeiIiIiEhGWMA/p1evXtixY0ep8VOnTsHR0REAMHbsWAQFBb1wnZL1WrVqhbZt26p%2BunXrhvnz5%2BPRo0dqj928eTN8fX3h5uYGFxcXDB8%2BHMeOHQMA/PDDD/Dy8oIgCGqP8fX1xZQpU9TGnjx5AmdnZ5w6dQoAoFQq8e2332LQoEFwdXVFhw4dMG7cOJw%2BfVrtcfPmzYOzs7Narl5eXggMDERiYqLaerNmzVJ77IULF%2BDu7o6oqCjNTyoRERHRP4r7DNceAAAgAElEQVSKqv5HbBkZGZg5cya8vLzQtWtXLFiwALm5uRrXXbhwoVo91bZtW7Rq1Qrz588HUFxLPV8fdujQoUL5sIAX2YQJExAfH6/62bZtG5KSkjB37lzVOps2bcLmzZvx2Wef4ezZszh79ixGjx6NmTNn4sKFC/D29sajR4/wxx9/qB7z8OFDJCUl4fz58ygoKFCNnzlzBsbGxujYsSMKCwvx/vvv48iRI1i%2BfDkuXryIU6dOYfDgwQgMDMTu3bvVcu3fv79arvv27YOBgQHef/99FBYWaty/P/74Ax988AEWLFiAfv36VfGzR0RERPpGjgX8okWLkJOTgwMHDiA8PBwJCQkam7kAsHz5crV66tKlS2jWrBn69%2B%2BvWueDDz5QW%2Bf8%2BfMVyocFvMTs7OwwY8YMxMTEICsrCwAQHR2NHj16wNXVFcbGxqhRowaGDx%2BOVatWoX79%2BrC3t0eTJk0QHR2t2k5MTAzc3d1haWmJuLg4tXEPDw%2BYmpoiMjISly9fRkhICFxdXWFgYIBatWph6NCh%2BPjjj7FixQpkZGSUmWv9%2BvUxb948JCQk4NatW6WWJyYmYuLEiZg6dSqGDRtWhc8SERERUfXw8OFDHDt2DLNmzYKFhQUaNGiAqVOnIjw8HPn5%2BS99/JYtW9C4cWN07969ynLiSaw6kJ%2BfD0EQoFAoAAAODg44fPgwfHx80LFjR9V6ffr0Uf3b29sbMTExmDhxIgAgNjYW7u7usLa2VhXzJeP%2B/v4AgKioKAwcOBCWlpalchg2bBi%2B/PJLVUf%2BRblq8vDhQ0ycOBEjR47EuHHjKvYE/CMlJQWpqalqY1aWlrC2sqrU9qorc3PxY5iZqd8SAQBMTcWPUaOG%2Bi1VnLGx%2BDGMjNRvxebmJn4MJyf1W5Fp%2BK%2B0ytWtq34rpudm8kpKjI65xprCygrW1tZab/vatWswNDRUmybdunVrZGdn4%2BbNm2rjz3vy5Ak2bNiA7du3q42fOXMGx48fx%2B3bt9G8eXMsWbIEbdq0KXdOLOAradOmTdiyZYva2PNz1DW5ffs2vv76a/Tu3Ru1atUCAEyfPh1JSUkYO3YsrKys4O7uDm9vbwwYMABm/1Rk3t7eCA8Ph1KphImJCWJjY7Fy5UokJiZi9%2B7dCAgIwL179/D333/D29sbAHDnzp0y51QZGRmhSZMmuHPnTpm5Jicn44svvkCrVq3QvHlz1fjTp08xadIkZGVlYfLkyS/d57KEhoZi7dq1amMB06ZhemBgpbdZIYaGkoTp1UuSMACAZ47/RCbNc1ccSsJYUvnn4F10LVpIEwcA7OykiyUVqV57VVBglJuFhTRxLl6UJg4APFcYiWWoJFGKSfH/xnffiR9DShprioAATJ8%2BXettZ2RkwMzMTNV4BQDzf7pz6enpL3zsDz/8AA8PD7z%2B%2BuuqMTs7OxgYGGDGjBmoXbs21q5diwkTJiAqKgr16tUrV04s4CtpwoQJ%2BOijj9TGTp06VaqgfbbQL%2Bm6jxo1Su1EUHNzc2zYsAGJiYmIiYnBuXPn8NVXXyE4OBj//e9/4eTkhE6dOqGoqAjnz59Hw4YN8fjxY7Rr1w62trZYuHAhsrOzERMTAxsbG7Viu6y568/mU%2BLw4cOqE2cFQUB%2Bfj6GDBmCpUuXqq13%2BvRpTJ06FT///DMWLFiA4ODgSjyDwKhRo9DruXcpK0tL4AU5VxlDQ2niADhxUvwiwMysuHg/exbIzBQ9HHp1l%2Ba5k/L3BAOJZhQqFEA5DvarREKC%2BDFq1Cgu3hMTgbw88eM5OIgfA5D2tSdFK9TIqLh4T0sDnjlvSjTPzPUVjZNTcfE%2BZgxw/bro4SIWin9QUrducfF%2B4gTwghmusidGB15jTVGBT/QjIyPVzk981qxZs8rVpH1eYWEhtm3bhpUrV6qNT5s2Te3%2BnDlzcODAARw7dgwjRowo17ZZwD/H2NhY41nFmZmZqFGJj4ifLfT/%2BusvDBkyBP3790ft2rVLrWtnZ4dRo0Zh1KhRyMzMxDvvvIP169fj66%2B/Rq1atdC%2BfXvExMSgcePG8PDwgLGxMRo0aABbW1ucO3cOsbGx6Nq1q2p7Dg4OSCjjP/D8/HwkJSWhWbNmqrH%2B/ftj1apVAIqnyAwYMACdO3cu9QfQt29fBAYGYtiwYRg6dCi%2B/fZbvP/%2B%2BxV%2BbqytrUt/tCXVf5gSevxYuliZmdLGo2qujCskiCIvT9p4%2BqQcc2irTEGBNPEuXRI/Ronr1yWJJ%2BWUk4wM3U5xEZsYBbzGmqIC/Pz84Ofnp3FZdHQ0MjMzUVhYCMN/PpkrOYdQ0zTlEufOnYNSqXzpFWYMDQ3RqFEjpKSklDtfnsT6HAcHB1y9erXU%2BKVLl9CyZUuttv36669j/PjxWLBgAfL%2B6VRlZmZi%2BfLlapdqBAAzMzO4ubkhJydHNebt7Y1z587h3Llz6Ny5s2rc09NTNd6tWzfVeP/%2B/REVFYXk5ORSuURGRsLAwEA13eZ59evXx4cffogVK1YgLS1NbVnJi9fGxgbBwcFYs2YNfvrppwo%2BG0RERETVn7OzMwRBwPVnPumJj49HnTp14PCCTwWPHz8OT09PGD1z7okgCPjiiy/UtqVUKnHnzh3YVWAqIgv450yaNAmHDx/Gzp07kZ2djezsbISHhyM0NBTz5s3TevvTpk1DQUGBap6WmZkZrl%2B/jjlz5uDatWsoKCiAUqnEL7/8ggMHDqB3796qx3p7e%2BPq1au4cOFCqQI%2BKioKaWlp8PT0VI0PGjQIHh4eeOedd3D%2B/HkUFhYiOzsbO3fuxOeff47Fixer5thrMmrUKDg4OGD58uVlrtOlSxcEBgbio48%2BKrPbT0RERFRCbpeRtLCwQL9%2B/bB69WqkpaXhwYMHWLduHYYPH64qzt99910cOnRI7XHXrl2Dra2t2phCoUBSUhKWLl2K5ORkZGVlISgoCMbGxnjjjTfKnRML%2BOd06NABW7duxZEjR9CzZ0/07NkTERERWLNmTYUvsq%2BJqakpFi9ejE2bNuH3338HAGzYsAEuLi4IDAxEhw4d0LFjR6xatQofffQRRo0apXpsy5YtYWlpCaVSqXbGc6dOnZCYmAg3Nze1gtzAwADr16%2BHn58fPv30U7i7u6Nbt244cuQI1q9fD19f3xfmqlAosHTpUhw5cuSFHfb33nsPXbp0wdSpU/HkyZPKPjVERERE1dKyZcvw2muvoXfv3hg8eDDatWundj5jYmIiHj83hzU1NRX169cvta3PP/8cTZs2xdChQ%2BHl5YVr165hy5YtqoublIdCqMysfCKxSDUHXsIT1PbsE/8kVnPz/534JMUc%2BCGD9e/3pJcnsWqYDljlTE2Lr3Zz44Y0c%2BCdncWPAUj72nvwQPwYxsbFV7tJSZFmDvxzXUdRuLkVX%2B3G3V2SOfDfhYj/d2tpCQwdCkRESDMHXosLyWnlmUkEVSY2tuq3WZ3xJFYiIiIikowU35yq7ziFhoiIiIhIRtiBJyIiIiLJsAOvPXbgiYiIiIhkhB14IiIiIpIMO/DaYwFPRERERJJhAa89TqEhIiIiIpIRduCJiIiISDLswGuPHXgiIiIiIhlhB56IiIiIJMMOvPZYwBMRERGRZFjAa49TaIiIiIiIZIQdeCIiIiKSDDvw2mMHnoiIiIhIRtiBJyIiIiLJsAOvPRbwRERERCQZFvDa4xQaIiIiIiIZYQeeiIiIiCTDDrz22IEnIiIiIpIRhSAIgq6TIFJ5%2BlT8GAYGQO3aQFaWNG2ATz8VP4atLfDhh8DKlUBSkvjxliwRP4aBAfDaa8WvCSl%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%2BnT58iODgY/fr1g4uLCzp16oS33noLUVFRpfavVatWaNu2bamfkJCQ8j9RRERE9EoqKqr6HynEx8ejT58%2BpWosTb7//nv069cP7u7u8Pf3x5UrV1TL8vLy8Omnn6Jbt27o1KkTAgMDkZ6eXqFcWMCL7N69ewgNDX3hOqdOncLYsWPRoUMHHDt2DOfOncOKFStw/PhxTJo0CQDQpUsXxMTEqD0uOjoatWrVKjUeExMDb29vtbHdu3dj4MCBOHjwIPLy8tSWZWZmwt/fH9evX8c333yDy5cvIyoqCgMGDMCcOXOwdetWtfUnTJiA%2BPj4Uj/vvfdehZ4bIiIievXIsYDft28fpk%2BfDnt7%2B5eue%2BLECaxZswZfffUVYmJi0LNnT0yZMgXZ2dkAgFWrVuHq1asIDQ1FVFQUBEHA/PnzK5QPC3iRzZo1C6tXry7zyKqwsBBLlizBmDFjMHHiRNSpUwfGxsZo3749NmzYgCZNmiA9PR3e3t749ddfUVhYqHpsbGwshgwZgtjYWNXYo0eP8Ndff6kV8Onp6Thx4gQCAwNRr149HD16VC2H7777DtnZ2Vi7di2aN28OhUKBunXr4u2330ZQUBAaN25cxc8KERERkXzk5eUhNDQULi4uL103NDQUQ4cOhYuLC0xNTVXN2J9%2B%2BgkFBQUICwvD1KlT0ahRI9StWxczZ87Ezz//jOTk5HLnw5NYRdalSxf88ssvWLVqFZYtW1Zq%2BdWrV3H37l28/fbbpZbZ2Njg888/BwB4e3sjMzMTcXFxcHNzw71795CcnIx33nkHfn5%2BUCqVMDExQUxMDMzNzdGuXTvVdiIjI%2BHs7IymTZvC19cXYWFhGDRokGr50aNHMWLECJiYmJTKoW/fvlXxNGiUkpKC1NRUtTGrWrVgbW0tWkwAgIGB%2Bq3YbG3Fj1HynIn93JWQ4rmT%2Bvekj4wkeIs3NFS/FZsevvaaNRM/ho2N%2Bq3YLC3Fj1G3rvqt6NzcxI/h5KR%2BK6ZLl8SPUQYxOuYaaworqyqrKUaMGFHuda9evQofHx/VfQMDAzg7OyM%2BPh7Ozs54%2BvQpWrdurVrevHlzmJqa4urVq2jQoEG5YrCAl8D8%2BfMxaNAgjBw5Em3atFFblpiYCFNT05d2uS0sLNCqVStER0fDzc0N0dHRcHd3R9OmTWFlZYULFy6gc%2BfOiImJgZeXFwye%2BY8nLCwM/v7%2BAAA/Pz%2BsW7cOSUlJsP2nsExMTCzXR0IlNm3ahC1btpQaP3XqFOrVq1fu7YSGhmLt2rVqYwEBAZg%2BfXq5t1EZKSkpCN24EaNGjRL/YAEAPvxQ9BApKSkIXbNGun2SQEpKCkI3bdK/fQoNlW6fKvD3WFkpKSkI3bJF/35PEr5HrFwpegikpKRgzZpQvP22fv2e1qyR8O9p6EXRQ6jey1ev1pvfkyaCUPXbXLNGNzWFJhkZGTA3N1cbMzc3R3p6OjIyMgAAderUUVtep06dCs2DZ2tLAjY2Npg0aRKWLVsG4blXrUKhQFFRUalxTby9vREdHQ2gePpM586dAQCdO3dWTaM5c%2BaM2vSZy5cv4%2B%2B//8aAAQMAAHZ2dnB1dUVERIRaDs9OzQGgdnJqq1atcPfuXdWysubAV6R4B4BRo0YhIiJC7WfUqFEV2kZlpKamYu3ataWO1OWM%2ByQP3Cd54D7JA/eJnqVtTREZGQlHR0eNP8/WTOX1srquPHXfi7ADL5HJkydjz549CA8PV%2BuO29vbQ6lU4vbt23BwcHjhNry9vbFx40ZkZmbi119/xbhx4wAAnp6e2Lx5M/7%2B%2B2/cu3cPXbt2VT1m9%2B7dKCgoQO/evVVj%2Bfn5SE5ORkBAAAwMDODg4ICEhAS1WPHx8QCApKQk9O7dW%2BsXmibW1tZ63WEgIiIiaWhbU/j5%2BcHPz69KcqlXr56q014iIyMDr7/%2BOiwsLFT3a9eurVr%2B%2BPFjWFZg7hk78BIxMTHBJ598gpUrV%2BLJkyeqcWdnZ9jZ2WHTpk2lHpOamgofHx/cvn0bAODq6oqaNWsiPDwcSqVSNX/K09MT165dw88//wwnJyfVCzgrKwuHDh3C0qVLsXfvXtVPWFgYUlJSVF17Hx8f7Nq1C1lZWaVyEKNwJyIiItJXbdq0UbvEd2FhIX7//Xe4uLjAzs4O5ubmasv//PNPKJXKUtOsX4QFvIR69eqFtm3bYuPGjaoxAwMDLF26FHv27MGKFSuQlpaGgoICnD9/HuPHj4ejo6NqfrqRkRG8vLywdetWdOzYEYb/nDRmaWmJpk2bYtu2bWrTZw4dOoQaNWpgyJAhsLe3V/04OTmhV69eCAsLAwCMGzcOjRo1wpgxYxAXF4eioiLk5ubi5MmTCAwMhL29PepKdpYQERERkbz0798f58%2BfBwD4%2B/tj7969uHz5MnJycrB%2B/XqYmJigR48eMDQ0xMiRI7Fhwwbcv38f6enpCA4ORp8%2BfVC/fv1yx%2BMUGoktWLBA7QowQPGVarZt24Z169ahX79%2BKCgogK2tLUaMGFHqC5%2B8vb0RFRWFd999V23c09MTW7duVSvgw8PD4evrq/HqMsOGDUNAQAAyMjJQt25dbN26FSEhIZg7dy7u378PIyMjODg4YODAgfD391f7mKesk1jd3d01jlc3VlZWCAgIgJWVla5TqTLcJ3ngPskD90keuE8kpX79%2BuHevXsoLCxEUVER2rZtCwA4fPgwbGxscOvWLdV13rt164bZs2dj5syZePTokerLLk1NTQEAgYGByMrKgp%2BfHwoKCtCzZ08sWbKkQvkoBM6RICIiIiKSDU6hISIiIiKSERbwREREREQywgKeiIiIiEhGWMATEREREckIC3giIiIiIhlhAU9EREREJCMs4ImIiIiIZIQFPBERERGRjLCAJyIiIiKSERbwREREREQywgKeSKYePHiAjRs3Yvny5aqxuLg4HWakPX3cpxdJSUnRdQpERCRDLODplfPo0SNcuXJF12lo5fjx4%2Bjbty9Onz6N0NBQAMD9%2B/cxfvx4HDx4UMfZVY4%2B7tPL9OnTR9cpkJ757rvv1O4/fvy41Drjx4%2BXKh1JZWZm6joFIsmwgKdXRnJyMiZOnIguXbpg9OjRAIo7oL6%2BvkhMTNRxdhWzevVqBAcHY/PmzVAoFACARo0aYd26dVi/fr2Os6scfdynlxEEQdcpVIg%2BFocTJ07UdQpVau3atWr3u3XrVmqdixcvSpVOlTl69OgLl9%2B8eRPDhw%2BXKJuqoY9/TyQdFvD0yli2bBksLCzw008/wcCg%2BKVvYWGBrl27qk3ZkIPExET06tULAFTFLgB4eHggKSlJV2lpRR/36WWe3U850Mfi8Pz587pOoUo9f1Aot4PEssybNw979%2B7VuOzkyZMYOXIkHB0dJc5KO/r490TSYQFPr4wzZ85gyZIlaNSokapwMjIywowZM3D58mUdZ1cxjRs3xh9//FFq/PTp07C0tNRBRtrTx33SN/paHOqT5w8K5XaQWJaQkBB88cUX%2BP7770uNT5s2De%2B99x6%2B/vprHWVXOfx7Im0Y6ToBIqnUrFlT4xvk48ePUVhYqIOMKm/MmDGYOHEihg8fjsLCQmzevBl//PEHDh06hLlz5%2Bo6vUrRt306ffr0S9cpKiqSIJOqo4/FYWFhIXbt2vXS4mnUqFESZUSatG/fHt9//z0mTZqEJ0%2BeYPLkyfjkk08QExODkJAQeHl56TrFCtPHvyeSDgt4emV4enrik08%2BwaxZswAAT548wfXr1xEUFIQePXroNrkKevvtt2FtbY3w8HDY2dkhMjISdnZ2WL9%2BvSz/IwP0b58mTZqk6xSoHAoKCrBhw4YXrqNQKFjAVwOOjo7Yvn07Jk2ahJ07d6JBgwYIDw9H48aNdZ0akeRYwNMrY9GiRfj4448xYMAAAECnTp2gUCjg4%2BODRYsW6Ti7iuvbty/69u2r6zSqlD7t0/Xr13WdApVDjRo1cOLECV2nUWUKCgoQHBxc5n0AsvvE8Vl2dnaqIr5nz54s3umVxQKeXhnm5ubYsGED0tLSkJiYiBo1asDW1hZmZma6Tq1c5s%2BfX%2B51v/jiCxEzqTr6uE/ldfr0aYSHh2PVqlW6TqXc9L041Afu7u64dOlSmfcBwM3NTeq0tPbhhx%2Bq3a9fvz6%2B%2BeYb/PXXXzAy%2Bl8ps3LlSqlTqzT%2BPZE2WMCTXjt37lyZy5RKJa5du6a67%2BHhIUVKlZaXl6f6d1FREU6ePAlbW1s4ODigqKgICQkJSE5OVn3CIAf6uE8vkpSUhIiICOzduxcPHz7EG2%2B8oeuUKkQfi0N9O3Fw69atuk5BFCYmJmr369evDz8/Px1lUzX08e%2BJpKMQ9O3di%2BgZTk5OavcVCoXaf9glJw0ZGhrK6sudli1bhtatW2PYsGFq49u2bcONGzewePFiHWVWefq4T0DxgWJUVBTCw8Px66%2B/AgBmzJgBf39/mJub6zg7Wrt2LYYNG4ZGjRrpOhXR3L9/X/W%2BZ25ujtq1a%2Bs4IyLSFgt40mtKpVL17xMnTuDw4cOYPHkymjZtCkEQ8Ndff%2BE///kPhg4dqroGuRx4eHggNjZW7aNjoHh/vby8ZHlta33bpytXriAsLAwHDx6Eubk53nzzTfj6%2BuLNN9/Evn37YGdnp%2BsUCcUntz9%2B/BgODg7w9vaGt7c3OnbsWKrjKyfbtm1D48aN0bNnTwBA69atUVRUBEEQ0LRpU%2BzZswc1a9bUcZYVJwgCbt68CQBo3rx5qeUnT55E9%2B7dpU6rSvFgi8qLU2hIrz37n3BwcDDCwsJQp04d1ZibmxuWLVuGkSNHyqqAf%2B2113Dq1KlSOcfGxuK1117TUVba0bd9Gj58OHx8fBASEqI3H4M7Ozur3RcEQe3SdyX3n52aVt2dOXMGV69eRWxsLGJjYxEaGgqg%2BICypKB3cHDQcZbld%2BTIEXz11Vdqc8ENDQ1x5MgRFBUVYcaMGdi5c6fsvuEzMTERU6ZMQUJCAoDig5KQkBBYWloiPT0dy5cvx5EjRxAfH6/jTCvm%2BYOtN954Qy8Otkh8LODplZGenq4257pEUVERMjIydJBR5U2ZMgXTpk1Dq1atYGtri8LCQty/fx/Xrl3DggULdJ1epejbPg0cOBDHjx9HcnIy/Pz8MGDAAFkeiDzr9ddfx8OHD9G9e3f0798fLVq00HVKVaJ169Zo3bo1Jk2aBKVSiQsXLuDMmTM4fPgwVq5cCWtraxw9elTXaZbL1q1bMXfuXLXzKxQKBWxsbAAUT99at26d7Ar4f//732jZsiU2bdoEpVKJL7/8EkFBQfDy8sLnn38OBwcHhIeH6zrNCtHXgy2SBqfQ0Ctj9uzZ%2BPPPP%2BHv7w9bW1sUFBTgwYMHCA0NhYODg%2By%2Bxe/mzZuqAlGpVMLa2hrdunVDu3btdJ1apenbPj158gSRkZEIDw/HzZs30aNHD/z88884cOAAmjRpouv0KiUhIQH79%2B/HwYMHYWZmBl9fXwwcOBANGjTQdWpV5vbt24iNjcXZs2dx4cIF5Obmqs5fqO48PT1x5MgRtU8a27Vrh7i4OADFJ4537dr1hSf4V0ddu3bFvn37YGFhAQBITk5G9%2B7dYW5ujtmzZ8vyOv1jx45F//798dZbb6nGXFxc8NtvvwEonhK0bt067Nq1S1cpUjXGAp5eGTk5OVi/fj2OHTuGBw8eqBWIH330kWwuJ/ms/Px8pKSkQKFQoEGDBjA0NNR1SlrTx30CgPj4eNWceCMjIwwePBjDhg2Do6OjrlOrtN9%2B%2Bw0HDhxAVFQUHBwc4Ovri/79%2B8vubyktLQ2xsbGIiYlBbGwsMjIy0L59e3Tq1Amenp5o3bq1bL4l083NrdSVTJ4lCILGq51Ud88WtiXatm2LkydPqop6udHXgy2SBgt4Ihl6/PgxlixZgmPHjqGgoABA8RfSDBo0CIsWLUKNGjV0nGHF6eM%2BaZKbm4sff/wRYWFhuHjxoqzmi5elqKgIBw8exOrVq/Hw4cNShVZ1NnjwYNy9exeurq5wd3dHp06d4OrqWupkarno378/1q9fX%2Ba8/bi4OHz88cf48ccfJc5MO5oKeE1jcqKvB1skDXm%2BQxFV0qlTp/Djjz8iKSkJCoUCTZo0wZtvvokOHTroOrUKWbp0KVJTU7F27VrY29sDKJ7asGHDBgQFBclyzrg%2B7pMmpqamGDJkCIYMGYJbt27pOh2tPH78GIcOHcL%2B/ftx8%2BZN9OvXT3bX5m7cuDHu3buHu3fvolGjRnjw4AEeP34MS0tLXadWKX379sW//vUvrFu3rtSnVzk5OVi8eLHefK%2BC3DVo0AC3bt0q82ArPj4eDRs2lDgrkgt24OmVsXXrVqxcuRI9evRQFYg3b97Ezz//jODgYPTp00fHGZafh4cHoqKiSn10nJycjNGjR%2BOnn37SUWaVp2/7dPr06XKt17VrV5EzqVpKpRLHjh3Dvn378Ouvv8LLywt%2Bfn7o0aOHbC%2B9WFhYiN9%2B%2B001hea3336Dg4MDPD090blzZ3Ts2FE204IyMzMxevRo5OTkYOTIkbC3t0dhYSESEhKwa9cuNGzYED/88ANMTf4r5SEAACAASURBVE11nWqFtGrVqtSBx48//lhqTE7fxBocHIw///yzzIOtMWPGoGfPnggMDNRRhlSdsYCnV0bv3r3x%2Beefw9PTU238l19%2BQVBQECIjI3WUWcV5enrip59%2BKnV5sZycHPTo0UM2J9w9S9/26fkvEdNEbpdcnD9/Pk6cOAEnJyf0798fPj4%2BevllVNnZ2Th//jzOnTuHqKgo3Lt3T1Zf9JaVlYWQkBAcO3YMiYmJUCgUcHBwgI%2BPD8aNG4fc3Fy1eddyMH/%2B/HKt98UXX4icSdV52cFWo0aNsHXrVtkdbJE0WMDTK8PNzQ3nz58v1ekoLCxEx44dceHCBR1lVnFTp06Fubk55syZo%2BpYp6WlISgoCCkpKdi4caOOM6w4fdwnfePk5KT6cpkXndR5/PhxCbOqWg8ePMDp06dVV6FJS0uDi4sLtm/fruvUtCIIAs6cOYOwsDAcO3ZM1nPH9cnLDrbk%2BqkWiY8FPL0y/Pz8MGPGjFJfFHTy5EkEBQVh//79Osqs4pKTk/HBBx/g2rVrqk7akydP0Lx5c3zzzTeyvEShPu7Tyzz/RUjV3dmzZ8u1XseOHUXOpOpkZWXh119/RUxMDKKjo/H333%2BjQYMG6Nq1K7y9veHl5SXr6/ffu3cPERER2LNnD1JTU9GzZ08MGzYM3bp103VqlfLkyROcOnUKd%2B7cgUKhQPPmzdG1a1fUqlVL16mJ4smTJ7L7tISkwQKeXhnHjh3DzJkz4eXlpfoa7ps3byI6OhrLly/Hm2%2B%2BqeMMK%2B769etISkqCUqmEnZ0d2rZtq%2BuUtKZP%2B3To0CHVFwANHjxY9W2LAHDjxg0sWLBA9c2fpBtt2rSBoaEh3N3dVd%2B8%2Bvrrr%2Bs6La2UnKewe/dunD17Fi4uLoiPj8fu3bvLNbWrugoLC8Pnn3%2BuugCBIAhISkqCoaEhlixZAh8fH12nWGViY2Oxe/duHD9%2BnJ%2BWkEYs4OmVcv36dURERKgKxCZNmmDw4MFwdXXVdWoVFhsbiwYNGqBZs2YAgPPnzyMvLw9dunTRcWaVp0/7tGPHDnz11VcYOHAg8vPzERUVheXLl6su8xcSEoK%2BffvK6qQ7oPiSkWFhYYiKilJ1QZs1awYfHx8MHjxY1%2BlV2M8//4xOnTrpzdfVf/bZZzhw4ADq1q0LX19f%2BPn5wc7ODm5ubti3bx/s7Ox0nWKlREdHIzAwEB9//DGGDRummgpZUFCAvXv3YsWKFfj222/h4eGh40wrT98%2BLSGRCUSvkKKiIiE7O1t1Pz09XSgoKNBhRpXz/fffC%2B3btxdiYmJUY8eOHRM6duwobN26VYeZVZ6%2B7dOgQYOEU6dOqe4fP35c6Nu3rzBo0CDhjTfeEH755RcdZlc5eXl5wjvvvCO4u7sLixcvFjZv3iz897//FT799FOhffv2wvvvvy/Lv6c7d%2B4I27dvF7Zv3y6kpKSoLcvNzRW%2B/PJLHWVWcY6OjsLs2bOF27dvq427uroKd%2B7c0VFW2hs/frwQERFR5vIdO3YIEyZMkDCjqpGXlyccPHhQGDdunNCqVSvB399faNOmjXDt2jVdp0bVHAt4emVcu3ZN6Nmzp3Dw4EHV2H/%2B8x%2BhR48esnuz7Nmzp8ac//jjD6FXr146yEh7%2BrZPrq6uQmFhoep%2BXl6e4OzsLAQHBwu5ubk6zKzy1q9fL4wcOVJIS0srtezx48eCr6%2BvsHHjRh1kVnmxsbGCi4uL0KdPH6Fnz56Cm5ubEBcXJwiCIJw5c0bo06eP8MYbb%2Bg4y/L75ZdfhBkzZgjt2rUTRo0aJWzfvl1IT0%2BXfQHv4eEh5OTklLk8Oztb8PDwkDAj7S1btkzo2LGj0LdvX2HNmjWq34/cf1ckDX6RE70yli5dimHDhqmdxPr222%2BjoKAAy5Ytk9VVJtLT01XTTJ5la2uLtLQ0HWSkPX3bp6KiIhgYGKjum5iYwNjYGLNmzdJhVto5cOAA/vWvf6FevXqlltWpUwfLly/HggULMHHiRB1kVzlr1qxBQEAAJk2aBABYt24d/v3vf8Pe3h579%2B7F%2BPHjMW3aNB1nWX5du3ZF165dkZ6ejsjISGzfvh2ff/45ioqKcObMGTRq1EiW3zKbn5//wssp1qhRA0qlUsKMtLdt2zYMHDgQM2bM0MuT9ElcBi9fhUg//PHHH5gyZYrafwImJiaYMGGCrK7FDQDu7u4IDg7G06dPVWMPHz7EihUr4OLiosPMKk8f90nf3L17F61bty5zedu2bZGUlCRhRtr7888/MXbsWNX9d999F2fPnkVCQgIiIiIwe/Zs1KhRQ4cZVk69evUwbtw47N%2B/Hz/88AOGDBmCL774At26dcOXX36p6/QqzNbWFnFxcWUuv3jxImxsbCTMSHsbN25EYWEhfH19MXr0aOzYsQMZGRm6TotkQn6H4USVZG1tjYsXL5Y6ySk6OrrUt39Wd0uWLMH06dPx/fffw8zMDEVFRcjKyoKzszM2bNig6/QqRd/2SRAE/P333xCeuU6AprGyvka9OjI2NkZ2dnaZl%2BzLysqSXXdXqVSqFehmZmYwMTGR1SdyL%2BPq6gpXV1csWLAABw8eRHh4uK5TqrBBgwbhs88%2BQ0hISKlPgFJTU7Fw4ULZXUlMXz8tIWnwKjT0yoiMjMSSJUvg5eUFW1tbFBUV4datWzh79iyCgoLQt29fXadYYdeuXcOdO3dgYGAAOzs7WV8iroS%2B7JOTkxMUCgU0vcWWjMvtm1gnTpwIHx8fDBs2TOPyzZs34%2Beff8bmzZulTUwLLi4upS7Tp2mMdCs/Px/vvfce4uLiMHDgQLVvLY2KikKHDh2wfv16GBsb6zpVrVy%2BfBm7d%2B/Gjz/%2BCFNTUwwePBjz5s3TdVpUDbGAp1fKlStXEBkZqfrGOzs7OwwdOlS2RSJVX3fv3i3XenL62D82NhbTpk3Dxx9/jOHDh6su5adUKrFjxw4EBwdjw4YN6Ny5s44zLT8W8PJRVFSEvXv/v717DauqzN8Hfm8xEKEkk40pUmROeOAgCnJUUEqy8JA6mpipIeMlNWpMmqEWatlUIKZeHkYcFDUiNSY0pdCmgL3ZEhBMRNlk2SZgvAQED8CGzfq/8Of%2By0HkuBdrcX9esQ4v7udyI9/9rGd9nyR88cUX%2BP333wHceoIVGBiIZ599VlKbot3LzZs3DU9LEhISxI5DPRALeCIikRQVFcHW1lbsGO1y4sQJw2P%2BoUOHor6%2BHsXFxTA3N8cbb7yBGTNmiB2xXRwcHDBo0KBG565cudLsXHp6ujFjURPp6elwd3eHqamp2FG6zPz58w2bhzk5OYkdhySGBTzJXlVVFRITExESEoLq6mrExMTg9OnTKC8vx%2BDBgzF79myEhoYaZhOJukJQUBCSk5MNx4cOHcKiRYsa3SPVmd7r168jPT0dWq0WwK1ZUG9vb0luhvTpp5%2B26b5Zs2Z1cxJqzahRo2Bqago3NzdMnDgRvr6%2BePTRR8WO1Slbt26FWq3Gzz//jAEDBsDb2xu%2Bvr7w8fFp9gWSqCkW8CR7K1euRN%2B%2BfREVFYUNGzbg/PnzWLp0KYYOHYqioiLExcVhypQpeO2118SO2iVur62WEymOycnJqVHXjJaK9ab3SMXVq1dhZWXV6JxWq5XsLp/U8127dg1qtRpqtRoqlQqXLl2Cra0tfHx84OvrC09Pz7u%2BXN3TlZeXIyMjA2q1GpmZmSguLsbIkSMNs/NS3l2Wug8LeJK98ePHIzU1FVZWVvD29kZ8fHyjfuNarRZz5syBRqMRMWX7TJ06FSkpKc3OV1VVYerUqVCr1SKk6hy5jalpwd5SsS61GXidTodly5bBzs4OmzdvbnTtmWeegYODA6KiokRK1zGRkZF48803DceFhYUYOXJko3vu9tkk8RQXF0OlUiEzMxNZWVkoLy%2BHq6srDh48KHa0Trt06RL%2B/e9/48iRI9BqtZJ60Z2Mh/2JSPZMTExQV1cHADA3N4e1tXWj6%2Bbm5qivrxcjWrvdnn36448/EB0d3ex6UVGR5DYzkeOYWiK1Jwgt2b17NyoqKlrsIx4XF4elS5fi8OHDWLhwoQjpOubEiRONCvj58%2Bc3%2B1JVUlJi7Fh0D0OGDMGzzz4LpVKJhx9%2BGCkpKcjKyhI7VofV1dUhJyfH8KWkoKAA9vb2kvpdIuNiAU%2ByN2PGDKxevRrr16/Hyy%2B/jMjISKxevRr3338/CgsLER0dDT8/P7FjtsmAAQNw8%2BZN6PV65ObmNrver18/bNmyRYRkHSfHMcnVmTNn8M477%2BDhhx9uds3a2hpvvvkmNm3aJKmio%2BlD6Lu1/STxNTQ0ID8/HyqVCiqVCvn5%2BbC1tYWHhwfCw8MxYcIEsSO2S2FhoWEs2dnZsLa2hqenJ1588UV4eHhIbn8SMi4W8CR7a9asQVRUFJ5//nnU19dDEAScOnXKcD0gIACRkZEiJmy7UaNGYdSoUVAoFFi/fr3YcbqEHMckV6Wlpa12yxg7dqzkdmJtWpyzWO%2BZVqxYgW%2B//RYDBw6Eq6sr5s6di%2BjoaCiVSrGjddisWbNgYWGBWbNm4c0334SdnZ3YkUhCWMCT7PXt2xdr167FqlWrUFBQgNLSUgDAoEGDMHz4cDz00EMiJ2wbtVpt6K/t5%2BfXals7Hx8fY8XqFDmO6bba2tpGmZseA5Dc0iBTU1NUV1fD0tKyxeuVlZXcOZK6hVarRX19PYYOHYphw4bBzs5OMv93382HH34IlUqFtLQ0HD9%2BHK6urvDw8ICnpydGjx7NL5PUKr7EStRET32x8M6XIFvbeEpKu3vKcUy3ybE94YoVK%2BDu7o7Fixe3eP3dd9/Fb7/9hj179hg3WCc0/X3nxk49V1lZmWHJSWZmJqqqquDm5mYoep944gmxI3bY7Zdy1Wo1NBoN6urq4O7uDg8PDwQHB4sdj3ogFvBETUi1tR9Rd8vPz8eiRYuwcOFCBAcHG9bCX7p0CbGxsUhKSsLhw4cltSnNqFGj8PTTTxuOT58%2B3egYuLX2v6CgwNjR6B5%2B/fVXQxeanJwc1NXVISMjQ%2BxYnXbjxg0cP34c8fHxKCoqktzkBRkHn3USNSGFx5atdVtQKBSwsbGRXE9uOY7p888/x/Dhww0zg2q1Gtu2bUN1dTWmTJmClStXSuLzdpuTkxM%2B/PBDvPXWW4iNjUW/fv3Q0NAAnU4HW1tb7NmzR1LFOwBMnz690b9BSzvJTp8%2B3ZiRqA3q6upQWlqKkpISFBcXo6ysTLJLagRBQH5%2BPjIyMpCRkYG8vDz0798fHh4eCA0NFTse9VCcgSdqQgqPy8eMGQO9Xt%2BsY4ZCoTBsejR8%2BHBs374dw4cPFyll%2B8htTJ988gm2bt2KnTt3wsvLC%2BXl5ZgyZYrhsfjRo0exYMECLFmyROyo7dbQ0IDvv//e8MLqo48%2BipEjR0rqy8idioqKkJaWBhMTE0yaNAk2NjZiR6IW/PTTT1CpVMjIyEB2djb0ej3GjRtn2PBoxIgRYkdsl48%2B%2BggqlQoajQbXrl3DqFGjDGNxcXHh7uDUKhbwRE1IoYBXq9XYv38/li5dCkdHR/Tp0wf5%2Bfk4ePAgQkJCMHjwYOzbtw9arRZxcXFix20TuY1p%2BvTpWLVqFSZPngwAiI%2BPx969e/H111/DxMQEubm52LhxI5KTk0VO2rtlZWUhNDQUSqUSer0eFRUViIuLg6Ojo9jR6A7e3t4oLy/HsGHDDEXuhAkTYG5uLna0DvPy8oK3tzd8fX3h4%2BPDtpHULizgiZqQQgH/9NNPIz4%2BHoMGDWp0/vLly/jLX/6CTz/9FDU1NZg4cSLOnz8vUsr2kduYnJ2dkZOTY5hFW758OaytrQ07mN6ePfzuu%2B/EjNkuL7zwwj1n2RUKhaR2w1y4cCGmTJlieBISGxuLtLQ0SXxJ7E2OHDkCX19fWbZavHr1KqysrBqd02q1klsySMbFNfBEElRcXIyGhoZm5xUKBS5evAgAuHbtmqRa%2BsltTKampmhoaICJiQkEQUBubi7eeOMNw/WGhgb06dNHxITt99xzz931WlVVFfbv34%2BqqiojJuq8n376CbGxsYbj559/Hvv27RMxEbUkODgYubm5UCgUhsL2woUL2L17t%2BGdkrlz54qcsn10Oh2WLVsGOzs7wxf725YvXw4HBwdERUWJlI56Omn8JSQyIik8lPLz88PixYsxf/58DB06FH379kVxcTESEhIwbtw46HQ6LFmyBAEBAWJHbTO5jenRRx9FVlYWvLy8cPbsWVy/fr1RH/j8/PwWdzTtye7W8vL48ePYu3cvHB0dERERYeRUnaPT6WBmZmY47t%2B/P2pqakRMRC1JTU3F6tWrsW3bNgwbNgw3btzA4sWLMXjwYLi6uiIqKgomJiatfsnsaXbv3o2Kigq8%2B%2B67za7FxcVh6dKlOHz4sKR2NiYjEohkbunSpe26/8qVK92UpOtUV1cLmzdvFp566inBxcVFcHZ2Fvz9/YV169YJFRUVgiAIwq5du4Ta2lqRk7ad3MaUlJQkjBs3TggNDRVcXV2FdevWGa7l5eUJTz/9tLBjxw4RE3ZeQUGB8Oc//1l48sknhXPnzokdp0OcnJzadI7ENXfuXOHYsWOG48TERMHd3V24ceOGIAiC8M033wizZ88WK16HBAYGCjk5OXe9npWVJQQFBRkxEUkJ18CT7ElhTTvJ05kzZ6BWq2Fvb48FCxbA1NQUABAdHY3Lly9jy5YtklkSdKfKykpERUXh5MmTCAkJQUhIiGFsUjNmzBhs3Lix0ZO3zZs3Nzs3b948MeLR/xk7diw0Go3hc7Zy5UqYmZnhvffeAwDDxke5ublixmyXsWPH4ttvv71rtxm9Xg83Nzfk5OQYORlJgfT%2BchD1UseOHcOcOXMAAB9//HGr90ql2JDjmO4UGBiIwMDAZudfffVVEdJ0jYSEBMTExMDd3R0nT57EkCFDxI7UKUqlstnOsU3PKRQKSX7%2B5EShUDQqdLOzs7Fy5UrDsdTeJwFuvSdTXV0NS0vLFq9XVlZK8gs%2BGQc/GSR7er0eiYmJ91zb3tP/QO/fv99Q7O7du/eu90mp2JDjmFpTWVmJ06dPo6amBgEBAbC1tRU7UrvMnj0bJSUlCA8Ph7e3N4BbLx83JaWi/ty5c2JHoDawtbVFQUEBnJyckJWVhbKyMnh5eRmu//zzz7C2thYxYfuNGzcOx44dw%2BLFi1u8vm/fPri6uho3FEkGl9CQ7Dk4ONyzoFAoFDh79qyRElFvcPnyZWzcuBG//vorgoKCsGDBAsycORP33XcfgFut42JjY%2BHi4iJy0rZzcHAw/Hx7g62mFAoFt36nLhcXF4dDhw7Bz88PqampGD16NHbv3g3g1kZca9asgbOzM9auXSty0rbLz8/HokWLsHDhQgQHBxtear906RJiY2ORlJSEw4cPS253YzIOFvAke3JZA5%2BUlNTme2fOnNmNSbqOHMd0W3h4OMrKyvDkk0/is88%2Bg4WFBcaPH48VK1YAAP75z3/i66%2B/Zr9xojY6cOAAVCoV7O3t8corr%2BCBBx4AAGzZsgU//fQT9uzZAwsLC5FTts8333yDt956CyUlJejXrx8aGhqg0%2Blga2uLyMjIRk8ZiO7EAp5kTy4F/J0tCIFbfbfr6urwwAMPQBAEVFVVoV%2B/frCxsUFKSopIKdtHjmO6zcfHB59%2B%2Bimsra2h1Wrx1FNPISsry7DeVafTwcfHRxKbUhH1ZDdu3JBc4X6nhoYGfP/99ygqKgJwqwXtyJEj77lpGvVuXANPsieX76jp6emGnz/55BMUFBRg5cqVePDBBwHcWrIRExODsWPHihWx3eQ4ptuuX79uWJM7bNgw9O3bt9HLaqampqitrRUrXodER0e36T4pv6RLPVt1dTUUCgX69etnOHe7eP/xxx8bLfOSij59%2BsDJyYlLZahdWMCT7IWGhqKkpERym%2Ba0ZufOnUhJSWn0R0ypVOKNN97AtGnTJLcjISC/MTX94ijFLhlNtaVFH2cNqTuUl5djzZo1UKvVEAQBAQEB%2BPvf/w5zc3PodDrs3LkTBw4cwPfffy921DZ74YUX7vn7olAocPDgQSMlIilhAU%2Byd/jwYezatQv29vbw9fWFr68v3N3dJdu3GgBqampQUlICe3v7RufLysokN6t7m9zG1LT7UUvdkPR6vVjxOiQ%2BPl7sCNRLffDBB9DpdDh06BB0Oh22b9%2BObdu2YerUqYiIiIBerze81CoVre0aW1VVhf3796OqqsqIiUhKuAaeeoWCggKo1Wqo1WpkZ2cDANzc3AwFfdOisafbvHkzUlJSEBQUBFtbW%2Bj1epSUlODUqVPw8/PDpk2bxI7YbnIb0%2BTJk9t0H9sYEt2bn58fjhw5gqFDhwK41aklKCgIALB48WKEhYXBzMxMzIhd5vjx44iKioKjoyMiIiJgZ2cndiTqgVjAU6%2Bj0%2BmQnZ2NzMxMZGVloaCgAEqlEl9%2B%2BaXY0dpMr9fj2LFjSE1NRWlpKXQ6HZRKJSZOnIjFixcbWhVKiRzHVFtbi8uXL2PYsGGNzufk5MDZ2fmuOzD2VJMnT27TEhm2ZKWu1lIzgjFjxiApKQmPP/64SKm61g8//IDIyEhUVFRg3bp18Pf3FzsS9WAs4KlXunTpEtRqNc6fP4/s7GzU1NRAo9GIHYtkpLKyEgsWLICzszPeeeedRteee%2B45WFhYIDY2VlJLuRISEgw/C4KAt99%2BG%2BvXr2923/z5840Zi3qBlgp4uXQYq6ysRFRUFE6ePImQkBCEhIRI6v8FEgcLeOoVysvLoVaroVKpoFarcfXqVYwbNw4TJkyAh4cHRo8ezZfvqEu9/fbb%2BPHHH1vsTV1dXY1ly5bB09MTYWFhIiXsPLkUUNTzybWAT0hIQExMDNzd3fH6669LahdjEhdfYiXZmz59Ov744w%2B4uLjA1dUV7733HlxcXNC3Lz/%2B1H2%2B%2Buor7Ny5s8X%2B1Obm5oiIiMCrr74q6QKeyFjq6%2BubtTFt6ZyUWpjOnj0bJSUlCA8Ph7e3NwCguLi42X0s6qklrGBI9oYMGYLi4mL88ccfePjhh1FaWorKyko89NBDYkcjGSsrK8MTTzxx1%2BsODg4oLS01YiIi6XJ1dW3WxrTpOak9RS0oKAAAbNiw4a73KBQKFBYWGisSSQiX0FCvoNfrkZeXZ1hCk5eXB3t7e3h4eMDT0xPu7u6NNtmRotzcXIwZM0aSL3vKkbe3N5KTkzFw4MAWr//vf//DrFmzoFKpjJys68hhCQMRkRSxgKde6ebNm/j222%2BRlZWFlJQUFBcXS2oDkJZ4enriX//6F5RKpdhR2qWqqgqJiYkICQlBdXU1YmJicPr0aZSXl2Pw4MGYPXs2QkNDJdex5W9/%2BxuGDBly10f64eHhEAShzbub9gQff/xxo%2BPNmzdj48aNzTatmjdvnjFjEUlSW373FQoFVq9ebYQ0JDVcQkO9TmlpKdLT0w1daMrLy%2BHs7Cx2rDZprY1fZWUl5s2bhz59%2Bkiqjd%2BGDRsM7yO88847OH/%2BPMLCwjB06FAUFRUhLi4O169fx2uvvSZy0vYJCwvDnDlzoNVqERwcDHt7e%2Bj1evz3v//FgQMHkJeXh8TERLFjtsvevXsbHSuVSuzZs6fROYVCwQKeupyDg0OblshIabkJdzamzuAMPMnejRs3oNFooFKpkJGRgd9%2B%2Bw02Njbw8fGBr68vvLy8cP/994sds03CwsJw/vx5vPTSS3B1dTWcFwQBYWFh2LJlCwYOHAh3d3cRU7bP%2BPHjkZqaCisrK3h7eyM%2BPh6PPfaY4bpWq8WcOXMk2eazsLAQmzdvRk5OjuEPsSAIcHd3R0RERKtr5Ino/0tLSzP8LAgCVqxY0eLOq76%2BvsaMRSQazsCT7E2YMAEmJiZwdXXF3Llz4evrixEjRogdq0N27dqFr776Clu2bMGlS5fw2muvGdZY9%2B3bF2PHjoWNjY3IKdvHxMQEdXV1AG51Z7G2tm503dzcHPX19WJE67SRI0fi6NGjKC8vh1arhUKhgJ2dHaysrMSO1iFt2chJoVAgNTXVSImot2hamJuYmLBYp16NBTzJ3s6dOzFhwgSYm5uLHaVL%2BPv7w9PTEzt27MD06dPxyiuvSHrJwowZM7B69WqsX78eL7/8MiIjI7F69Wrcf//9KCwsRHR0NPz8/MSO2SkDBw6868usUhIaGmr4ubWNnIiIqHtxCQ31ClqtFunp6QCAgICARrO8tbW1iImJwdq1a8WK12EXLlxAZGQk9Ho9Lly4gNOnT0tuBr6%2Bvh5RUVFISEhAfX09BEGAXq83XA8ICMDWrVsl3yVIjtiFhsTCzx71dizgSfYyMzOxfPlyKJVK1NfX4%2BrVqzh48CAcHR2h0WiwYcMGCIKAL7/8UuyoHfbJJ58gOTkZ27dvx4MPPih2nA6pra1FQUGBoTf6oEGDMHz4cPbr78FYRJFY%2BNmj3o4FPMlecHAw/P39ERISAuDWOnKNRoNHHnkESUlJWLJkCcLCwmBmZiZy0q4nxz9ychyTVPHfgoylacvF2NhYvPTSS83uk9JOrESdwTXwJHsXLlzAgQMHDMcvvvgiduzYgfr6epw4cUKyL7S2hRy/n8txTETUunvtwgqw5SL1LizgSfZ0Ol2j2XVLS0uYmpri6NGjIqYyDjn%2BQZPjmKSi6UZOer0eiYmJ3MiJul18fLzYEYh6FBbw1CuxCCRqP27kRGK520ZOZmZm%2BNOf/oTXX3%2B90d4YRHLHAp6IiNrk3LlzYkegXuof//hHi%2BevXbuG3NxcLF26FDt27GBveOo1WMCT7NXW1sLHx%2Bee5263mSQiop6ltcJ82rRpcHBwwL59%2B1jAU6/BAp5kb%2BvWrWJHICKibjRt2jS8//77YscgMhoW8CR7s2bNEjuCaOTYsUWOYyIiImqPPmIHIOpukZGRjY4LCwub3TN16lRjxTGqr776SuwI9%2BTj44N169bhNMjElQAACOpJREFU888/R1VV1T3vl8KYiMi4kpOTMXr0aLFjEBkNN3Ii2Wu62UxLm884OTkhPz/f2NHabeTIka1eFwQBCoWixS8pPdWhQ4egVquRlZWF6upqODo6wsfHBxMnToSTk5PY8YioB2jawvS26upq/PDDDzhz5gzi4%2BPh7Oxs5GRE4uASGpK9pt9RW/rOKpW2kiNGjMCVK1cwadIkBAYG4vHHHxc7UqctWrQIixYtgl6vR15eHtRqNdRqNfbs2QNLS0t4e3vD19cXM2fOFDsqEYmkaQvT2%2B677z489thjOHDgAIt36lU4A0%2By15YZeCltCf/LL78gOTkZp06dgqWlJYKCgvDMM8/AxsZG7Ghdqrq6GidOnMDBgweh1Wol9VSBiIioO3EGnkhihg8fjlWrVmHVqlXIy8vDyZMnMXfuXNjb2yMoKAiBgYGwtLQUO2aHlJaWQqVSQaVSITMzEzU1NRg/fjwWLFggdjQiIqIegzPwJHtym4FvSUNDA06dOoWYmBhcuXJFUmNJTU01FO2lpaVwcXGBp6cnPDw8MGbMGJiYmIgdkYiIqEfhDDzJXl1dHcLDw%2B96DAD19fXGjtUlKisr8fnnnyM5ORkXL17E1KlTMWPGDLFjtcvLL78MCwsLzJo1C4sWLYKdnZ3YkYiIiHo0zsCT7L3%2B%2ButteklVKhs%2B6XQ6pKam4rPPPoNGo4GXlxdmzJgBPz8/mJqaih2v3X744QdkZGRArVYjNzcXSqUSnp6e8PT0xIQJE2BlZSV2RCIioh6FBTz1CkVFRUhLS4OJiQkmTZok2Rc%2B161bh3PnzsHBwQGBgYGYNm0aBgwYIHasLqPT6ZCdnQ21Wo3MzEwUFhZixIgR8PDwwJo1a8SOR0RE1COwgCfZy8rKQmhoKJRKJfR6PSoqKhAXFwdHR0exo7Wbg4MDBgwYAAsLi1afKpw9e9aIqbrHxYsX8c033%2BDIkSMoKipiFxoiIqL/wwKeZG/hwoWYMmUKlixZAgCIjY1FWloa4uLixA3WAefPn2/Tfe7u7t2cpOtVVFRArVYjIyPD8ELr448/btjUydPTU%2ByIREREPQILeJI9Nzc3pKenw8zMDABw8%2BZN%2BPv7Q6PRiJyMAOCDDz6ASqXCjz/%2BCAsLC3h6esLX1xcTJ06U7FInIiKi7sQuNCR7Op3OULwDQP/%2B/VFTUyNioo7buXNni%2Bf79euHJ554Ar6%2BvkZO1HlqtRoTJ05EREQEXFxc2DaSiIjoHljAE0lIWlpai%2BevXbuG33//HZ6enti2bZukNnI6fvy42BGIiIgkhQU8yZ5er0diYiLuXC3W0rl58%2BaJEa9dPv7447teKy8vR3h4OLZv346IiAgjpuqcyZMnt6nNpxxezCUiIuoKXANPsjd58uR73qNQKGRRIP7yyy9YsWIFUlJSxI7SZgkJCYafBUHA22%2B/jfXr1ze7b/78%2BcaMRURE1GOxgCeSkYaGBowbNw65ubliR%2BkwZ2dn5OXliR2DiIiox%2BojdgAi6jq//vorlEql2DGIiIioG7GAJ5IJrVaLDRs2ICgoSOwoRERE1I34EiuRhPj4%2BLR4vqamBjdu3ICPjw%2BWLVtm5FRERERkTCzgiSTk1VdfbbFjy3333YfHHnsMo0aNEiFV5zTtrNNShyBAGl2CiIiIjIEvsRKRqHpTlyAiIqKuwAKeSEKSkpLadN/MmTO7OQkRERGJhQU8kYS88MILd72mUChw8eJFlJWVobCw0IipiIiIyJi4Bp5IQuLj41s8X1FRgejoaPznP//BX//6VyOn6hzuxEpERNQ%2BLOCJJO6jjz7C9u3b4e7ujlOnTmHIkCFiR2qX0NBQw8%2Bt7cRKREREt3AJDZFEfffdd9i0aRNqa2sREREBLy8vsSN1Ce7ESkRE1DrOwBNJTHl5Od5//3188cUXWLFiBV588UX07ctfZSIiot6CO7ESScihQ4cQGBiIuro6nDlzBi%2B99BKLdyIiol6GS2iIJMTBwQFWVlYYMWJEqy9%2BHjp0yIipuhaX0BAREbWOU3dEErJ161axI3Q57sRKRETUPpyBJyJRcSdWIiKi9mEBTyQxWq0W6enpAICAgABYW1sbrtXW1iImJgZr164VKx4RERF1MxbwRBKSmZmJ5cuXQ6lUor6%2BHlevXsXBgwfh6OgIjUaDDRs2QBAEfPnll2JHJSIiom7CAp5IQoKDg%2BHv74%2BQkBAAwK5du6DRaPDII48gKSkJS5YsQVhYGMzMzEROSkRERN2FBTyRhLi5uSE9Pd1QoF%2B/fh3jx4%2BHq6srIiMjMWLECJETEhERUXdjFxoiCdHpdI1m1y0tLWFqaoqjR4%2BKmIqIiIiMiRs5EUlca/3giYiISH5YwBMRERERSQjXwBNJiIODAwYNGtTo3JUrV5qdu91mkoiIiOSHa%2BCJJESOO7ESERFR%2B3AGnoiIiIhIQrgGnkhCIiMjGx0XFhY2u2fq1KnGikNEREQiYAFPJCEnTpxodDx//vxm95SUlBgrDhEREYmABTyRhDRd8dbSCji2lSQiIpI3FvBEEtK0OGexTkRE1PuwgCciIiIikhAW8EREREREEsI%2B8EQSUldXh/Dw8LseA0B9fb2xYxEREZERsYAnkpAZM2a0egwA06dPN1YcIiIiEgE3ciIiIiIikhDOwBNJTFFREdLS0mBiYoJJkybBxsZG7EhERERkRJyBJ5KQrKwshIaGQqlUQq/Xo6KiAnFxcXB0dBQ7GhERERkJC3giCVm4cCGmTJmCJUuWAABiY2ORlpaGuLg4cYMRERGR0bCAJ5IQNzc3pKenw8zMDABw8%2BZN%2BPv7Q6PRiJyMiIiIjIV94IkkRKfTGYp3AOjfvz9qampETERERETGxgKeiIiIiEhC2IWGSEL0ej0SExNx58q3ls7NmzdPjHhERERkBFwDTyQhkydPvuc9CoUCZ8%2BeNUIaIiIiEgMLeCIiIiIiCeEaeCIiIiIiCWEBT0REREQkISzgiYiIiIgkhAU8EREREZGEsIAnIiIiIpIQFvBERERERBLCAp6IiIiISEJYwBMRERERScj/A%2BriLqFN/BeKAAAAAElFTkSuQmCC\" class=\"center-img\">\n",
              "    <img 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GTZsGNOmTWPs2LFF1t97ugI/duxY4uLiiIuL46effqJt27b069fPcpfUvn17y/6bvyZMmGA5h5eXl9W%2Bn376ifDwcPr378%2BJEycIDQ3FycmJn3/%2B2XJMVlYWO3bs4NSpU1YfurJ//35SUlLo0qWL1TmrVatm1deCJO8AM2bMYN%2B%2BfaxevZqYmBicnZ3z/dRFEREREbGtTJkyBU7gly9fTkREBAEBAbi5uTFixAiOHj3Knj17OH/%2BPDExMYwYMQJPT098fX0ZOHAgUVFRNj81%2Bk7d0wn8zcqWLUufPn3w8fFhy5Ytdp2nb9%2B%2B%2BPj48OOPP3LffffRsGFDtm3bZmmzZ88evLy8CAkJsdq%2Bbds2HnzwQe6//367rgUgPT2dZcuWMWbMGHx9ffH09GTmzJn069fP0mbVqlW0a9eOkJAQevToYfUx7DExMTz11FPUr1%2Bf8PBwFi1aZNl39epVXn31Vf7xj3/Qtm1bvv/%2Be6vYKSkpjBo1iubNmxMSEsKAAQNITEws9DUkJSURHx9v9ZWUlHQHoyEiIiJ/Z/bmFM8//zzly5e/bbv09HSOHDlC7dq1Ldvc3Nx44IEHiIuL48CBAzg7OxMYGGjZHxQUxNWrV4v0E6z/Ngl8ruzsbJydne0%2BT1ZWluXPLVq0YOvWrZafY2NjadiwIQ0aNLBK4GNjY2nRooXdsQHi4%2BPJysri8OHDtGnThiZNmjB27FiuXr0KwL59%2Bxg/fjwTJkzgl19%2BoXnz5gwcOJDs7GwSEhIYNmwYQ4cOZceOHbzzzjtMnz6d//3f/wVgzpw5JCQksG7dOr766is2bNhgFXv06NGkp6ezbt06y03Mm2%2B%2BWehrWL58OV27drX6Wr5smf2DIyIiIrd2%2BfLdi20yFfmXzZxi%2BfIi7/rly5cxm824u7tbbXd3d%2BfSpUukpKTg5uZm9SF3uW0vXbpUZP24Z%2BfA/1VaWhpffPEFFy9e5NFHH%2BW3335jw4YNxMTE5Gn7xRdfEBQUZPM8qampLFy4kJSUFNq2bQvkJPD//ve/OXPmDFWrVmXbtm306NGDqlWr8tprrwE589x37txJREREkVxPbsX7xx9/JCoqigsXLjBgwABmzpzJmDFj%2BOabbwgLCyMsLAyAl156iQcffJDr168TFRVFkyZNLP1v0qQJrVq1Yv369Tz66KNER0fTq1cvfH19Aejbt68lib9w4QI//PAD69evt/yFHDVqFK1atSI5ORlvb%2B8CX8Ozzz5LeHi41TbvTp1g4UL7Bud2ataEpUuhVy9ISHBsLICNGx0fw8UFKlaES5fgpptLh%2BnRw/ExHn4Y5syB/v3h8GGHhzPHbHJ4DMj5v%2BZe%2B/g8I6/J1LCB44MY/Bpx4ptdDo9RqhRUqQJnz0IRvoufL/9q2Y4PAuDsDNkGxfpvgcyhnJygXDlIS4MbNxwf7x5iM6coRE5SWLf6HFQjPiP1nk7gJ0%2BezJQpUwBwdXWlVq1aLFiwgCpVqgA5c%2BBnzpx5y3OcP3%2Be4OBgy88ZGRk0btyYBQsWWBLcRx55hMqVK7N161Y6dOjA3r17mTVrFhUrViQlJYXjx49z7tw5zGYzjRs3LpJrM5vNZGZmMnz4cDw8PPDw8KBPnz5ERkYyZswYTp48ib%2B/v6V92bJl6dixIwCnTp0iICDA6nwPPPAAu3bl/Cdy7tw5q2k%2B1atXt/w59/mBLl26WB3v7OzM2bNnC/WPxcfHBx8fH%2BuNx48X%2BHi7JSTA7t2Oj2NEQn1zLCPi7d3r%2BBi5Dh82Np4Ub0b8m81l0GvE9esOD2GRmWlsvHuKkQn1jRv3dgLvVPQTQGzmFA7g4eGBk5MTKSkpVttTUlKoVKkSnp6epKamWs34yG1bqVKlIuvHPZ3Ajx07lp49e9p1Di8vL8v0GLPZTM%2BePfH396devXpW7Zo3b862bdvw8fHhgQcesPwlatCgAbGxsSQmJtKoUSNcXV3t6s/N/QKs5mtVq1aNixcvYjabMZlM%2Bd4BZmRk2Nye%2B3ZPZmYm2TdVNG4%2BT27/t2zZQsWKFe27CBEREfn7cUACb5QyZcrw8MMPEx8fbynK/vnnn5w4cYK6detSrVo1zGYzCQkJltkccXFxVKhQgQcffLDI%2BlFyR/AuMJlMTJw4kVWrVhEbG2u1r0WLFuzYsYMdO3bQpEkTy/awsDB27NjBL7/8UmTz3wECAgIwmUxWD6aePn2aypUrYzKZ8PPz4/hN1eyMjAz%2B85//cOnSJfz9/fM8SHHs2DH8/PyAnLvYs2fPWvYdOXLE8udq1arh5OTEwYMHLdsyMzPv6CFWERERkeIuMTGR9u3bW2Yh9OzZk0WLFnH06FFSU1OZNm0atWrVIjg4GE9PT9q1a8esWbO4ePEi586dY/bs2XTr1s3m0uV3Sgl8IT3yyCO8%2BOKLjBs3jmvXrlm2N23alIsXL7JhwwbLvHPISeB37tzJvn37ijSB9/Lyom3btsyYMYPk5GROnjzJ/Pnz6dq1K5Czlv327dv54YcfyMzMZMGCBSxatAg3Nzeeeuoptm7dyg8//EBWVhY//vgjmzdvtkyLadGiBV9%2B%2BSXJyclcvHiRTz/91BK3fPnydOjQgWnTpnHu3DnS09OZMWMGffr0MWTOl4iIiJRwTk5F/2Wn4OBggoODWbVqFRs2bLD8DDmFyuPHj1tmMPTo0YOnn36a3r1706xZM86dO0dkZKTlXBMnTqR8%2BfK0adOGp556irp16972w6EK656eQnM7%2BT3EWrlyZaKjo/M9btCgQaxfv57333%2Bf0aNHA1ChQgXq1avHnj17rOa5BwUFkZ6ejre3d5555/aaMmUK48ePp127djg7O9OtWzdeeeUVAGrVqsW0adOYNGkSFy9epGbNmnz88ceUKlWKkJAQy8ozr776Kvfffz/Tpk2z9Pu1117jn//8J%2B3bt8fd3Z1//vOfbN682RL3rbfeYtKkSXTs2BEnJyfq16/PRx99ZPXEtYiIiEhJERcXl%2B%2B%2B%2B%2B%2B/32rmgclkYujQoQwdOtRm%2B/LlyzNjxowi7%2BPNTGaVTaU4MeImICQEdu2CBg2MeSDuzBnHx3BxAW9vSE425iHWunWNibFpE7RpY8hDrOakZIfHAK1CY3csp3vvNeLwIccPXpky4O8PJ04Y8xDrww/dg6vQpKY6PoaTE5QvD1euGPMQ61%2BWQjRM2bJFf86bZkX8HfytK/AiIiIiYrAS/BBrcaEEvhg6f/48rVu3vmWbW73VIyIiIiL3LiXwxZCXl5cSdBEREbk3qQJvN42giIiIiEgJogq8iIiIiBhHFXi7KYEXEREREeMogbebRlBEREREpARRBV5EREREjKMKvN00giIiIiIiJYgq8CIiIiJiHFXg7aYEXkRERESMowTebhpBEREREZESRBV4ERERETGOKvB20wiKiIiIiJQgqsCLiIiIiHFUgbebEngRERERMY4SeLtpBEVEREREShCT2Ww23%2B1OiFicPev4GC4u4O0NycmQleX4eFWrOj5GSAjs2gUNGsDu3Y6Pd/Wq42OYTODqCunpYMTLlKur42NAznUZ9bIbH%2B/4GK6uUKMGHDmS87tytEqVHB/D4NeIV8ZXcXgMPz8YOxYmT4aTJx0ejrZtHR/DwwMeewyioyElxfHxurPC8UEMv6jujo9hywMPFP05//ij6M9ZjKkCLyIiIiJSgmgOvIiIiIgYR3Pg7aYEXkRERESMowTebhpBEREREZESRBV4ERERETGOKvB20wiKiIiIiJQgqsCLiIiIiHFUgbebEngRERERMY4SeLtpBEVEREREShBV4EVERETEOKrA200jKCIiIiJSgqgCLyIiIiLGUQXebkrgRURERMQ4SuDtphEUERERESlBVIEXEREREeOoAm83jaCIiIiISAmiCryIiIiIGEcVeLspgRcRERER4yiBt5tGUERERESkBFEFXkRERESMowq83ZTAi4iIiIhxlMDbTSMoIiIiIlKCKIG/i5o1a8bKlSsBaNeuHStWrCjQccHBwWzdutWRXbNpxIgRjB492vC4IiIicg9xcir6r7%2BZQl1xeHg4QUFBBAcHExwcTMOGDenVqxe//PKLpc3o0aOpVauWpc3NX2%2B//TYAK1euJDAw0Gpfw4YN6dmzJ7GxsZZz5bZbsGBBnr707t3bkvyuXLmSZs2a2ezzM888w4cffgjA9u3bCQwM5I033rDZ9qmnniIwMLAwQ2IxaNAgwsPD7%2BhYgI0bN9K9e/cCtY2Li7Ncb3x8PNu2bbvjuCIiIiICp0%2Bfpl%2B/foSGhtK6dWvee%2B89bty4kaddnz598uS4tWrVIjIyEsjJUW/Ol4ODg3nqqaeKtK%2BFngM/duxYevbsCcC1a9dYtmwZ/fr1Y82aNfj5%2BQHQvn17Zs6cecvzeHl5WVWRr127xuLFi%2Bnfvz9r1qzB398fAA8PDyIjI3nyySfx8vIqbHfz8PDw4IcffiA9PR1XV1fL9iNHjpCcnHxH5/zhhx/Yvn07FSpUsLt/hRUVFcV9991H06ZNDY8tIiIiUmjFtGI%2BZMgQgoKCiImJ4cKFC7zyyit4eXnx4osvWrX77LPPrH7%2B888/6dChA4899phl26RJk%2BjatavD%2BmrXCJYtW5Y%2Bffrg4%2BPDli1b7OpI2bJl6du3Lz4%2BPvz444%2BW7Y888giPPvoo06ZNs%2Bv8ucqVK0dgYCCbNm2y2r5mzRoeffTRQp/v2rVrTJo0iT59%2BtyyXVZWFpMmTSI0NJQWLVrkmS4THh7OsmXLLOccNmwYdevWpV27dsTGxhIUFMT27dsBCAwMZMuWLUyaNImlS5fy2WefWf2ludnJkyfp06cPISEhtG7dmkWLFln2nTt3jgEDBhAaGkrDhg0ZMWIEKSkplv1ffvkl4eHhNGzYkAkTJuS5C128eDFPPPEE9erVo2PHjsTExBR84EREROTvqRhOoYmLiyMhIYFRo0ZRvnx5qlevTkREBMuXL7/tsbNmzeKxxx6741kcd6JIVqHJzs7G2dm5KE5FVlZWnm2vv/46TzzxBM888wwNGjSwO0b79u1Zs2YNHTt2tGxbt24dY8eO5euvvy7UuSIjI2nUqBENGzbkq6%2B%2ByrddVFQUGzZsYOnSpVSpUoV3332Xy5cv22w7ffp0Dh48yHfffYeTkxOjR4%2B2OS5vvfUWhw4dol69eowaNcrmuQYPHkzjxo2ZPXs2v//%2BO8899xwBAQE0a9aMgQMHUqNGDTZt2kR6ejrDhg3j7bff5v333%2BfYsWOMGzeOyMhIWrZsyerVq5k8eTLt27cH4LvvviMyMpJPP/2UmjVr8v333zN8%2BHC%2B%2B%2B47qlatWqCxS0pKyvOuh7fJhI%2B3d4GOv2MuLtbfHS0kxPExata0/u5oJpNxMYyIda%2B66V1GhylTxvq7oxnx79bg14j/vnntUJUrW393NA8Px8coX976u%2BPdYxd1U8HuXmAzp/D2xsfHp0DHx8fHU61aNdzd3S3bgoKCOH78OKmpqbi5udk87o8//uCbb77JU8Rcv349n376KWfPnqVevXpMnDjRMrukKNj16pSWlsYXX3zBxYsXrarXGzZssFmN/eKLLwgKCrJ5rtTUVBYuXEhKSgpt27a12ufr68vAgQOZNGkSUVFRONl5p9WhQwemTZvGpUuXqFixIr/99hvlypWjRo0ahTrPoUOH%2BPrrr1mzZg1Hjhy5Zdvo6Gg6depEQEAAAMOGDcv3rm7Lli306tWLyv99pe3Tp88dPbS6f/9%2BDh48yMKFCylbtqxlfpavry8HDhwgPj6euXPn4ubmhpubG/369WPQoEFkZGQQExND7dq1Lb%2BLbt26sXDhQsu5v/rqK7p160adOnUAePzxx2nYsCFr166lX79%2BBerf8uXLLfPFcg0eNIghQ4cW%2BlrvSMWKxsTZtcuYOABLlxoXyyhGJYZGMuqmpJCvaXYxIgs1mkGvEWPHGhIGgJdfNi6WUcLCjIpk%2B51uhzDiogq4cIZDOGAKjc2cYvBghgwZUqDjU1JS8kyFzk3mL126lG8CP2/ePP7nf/4HT09Py7aAgADKli3LtGnTuHHjBpMnT%2Bbll19m7dq1lC5dujCXla9CJ/CTJ09mypQpALi6ulKrVi0WLFhAlSpVLG0KMgf%2B/PnzBAcHW37OyMigcePGLFiwAF9f3zztX3jhBaKioli2bBnPPfdcYbttpWLFijRp0oT169fz3HPPsXbtWjp16lSoc5jNZsaPH8/gwYOpVKnSbRP4xMREWrVqZfnZ09PT6i7vZsnJydx///2Wn28ep8I4ceIEbm5ueNxUCsmdKx8dHY27uzveN1W7/f39ySAEg4sAACAASURBVMzMJDExkcTERKs%2BAFSvXt3q3Fu3brVK6s1mc6Fugp599tk8D/56m0xwh88iFJiLS85/zJcugY13Nopcu3aOj1GzZk7y3qsXJCQ4Pp4RD06bTDnJ%2B/XrYDY7Pp5RNwomkzHXA3D0qONjlCmTk7yfPJnzu3K0fF43i5TBrxGT5zr4XUdyKu8vvwyffgrnzjk8HKGhjo9RvnxOnvvzz3DliuPjPUa044MYfVH3EJs5RSHf0TcX8rU5JSWFVatW8e2331ptHz9%2BvNXPEydOJDQ0lJ07d9KkSZNCxciPXQ%2Bx2uPmh1jNZjM9e/bE39%2BfevXq2WxfqlQpxo4dy6uvvsoTTzyRZ9%2B1a9dsHnflyhXK2PiPuXPnzsyfP58ePXqwceNGVqxYYXOaSn6%2B%2BuorsrKy6NGjR4HaZ2Rk5Dm/rSebc7e73PTW7Z2%2B4%2BDk5JRvjIyMjHyPM5lMt%2B2vq6srI0eOvO3c/1vx8fHJ%2B9bW2bPGJNWQE8eIWLt3Oz5GroQEY%2BIZlYDmxjIy3r0kPd24WNevGxOvXDnHx8hl0GvEyZMOD2Fx7pwx8QycCsyVK0bNBjFwyolxF3V3OKACbzOnKARPT0%2Br5wAhJ0E3mUxW1fWbbdq0iQcffNCyiEt%2B3NzccHd3JzEx8Y7791fF4jFgk8nExIkTWbVqldUykn/VrFkzGjduzIwZM6y2P/TQQ6SlpfHHH39Ybb948SInTpyw%2BVBB69atOX78OOvWraN69eqW6SoFtXr1ag4fPkyTJk0IDQ1l4MCBnD171nKH9Vc%2BPj6cu6nskZSUxJ9//mnz3JUqVeL06dOWn%2BPi4grVt1x%2Bfn6kpaWRlJRk2RYTE8Mvv/yCn58fly9f5vz585Z9x44do0yZMvj6%2BubpL8DRm6p5/v7%2BHDx40Gr/mTNnCn33KiIiIn8zxfAh1jp16nD27FkuXrxo2RYXF0eNGjUol0/hYNOmTXmWMU9NTWX8%2BPFWyfrFixe5ePHibRP9wigWCTzkrDbz4osvMm7cuHyr6ZCzzvy6des4duyYZVtQUBDNmzfnjTfe4OjRo2RnZ3P06FFeffVVwsLCaNmyZZ7zlC5dmnbt2jFr1qw7Wpvz/fff59tvv2XVqlWsWrWKyZMn4%2BPjw6pVq2xOeWnRogVr167l999/JzU1lZkzZ9p8ZwAgNDSUL774gqSkJJKSkmyug5%2BrTJkynDp1yuYDsbVq1aJ27drMmjWLtLQ0Dh06xJgxY0hPTyc4OJiAgACmT5/O1atXSUxM5OOPP6Zjx46UKlWKli1bsn//fjZv3kxGRgZLliyx%2Bsv47LPPsn79ejZv3kxWVhY///wzTz75JHv27Cn0WIqIiIjcTbVr1yY4OJjp06eTmprK0aNHmT9/vmXWSfv27fn111%2Btjjlw4ECe6cZubm7s2bOHyZMnk5KSwuXLl5kwYQKBgYGEFOGiFg5J4Dds2GDzg5zyW%2Bow16BBg7hx4wbvv/9%2Bvm2qVatG3759rSrHkLMaTO7KKg0bNqR///4EBAQwa9YsTPk8MNa5c2eSk5NpdwdzlD09PalcubLly9PTE2dnZypXrmzzAYWIiAhat27NM888Q/v27QkJCcm36v/6669TqVIl2rRpQ9%2B%2BfXnppZcA21NpunbtypYtW3j88cfJzs7Os3/OnDmcPn2apk2b0r9/fwYOHEjLli0xmUx89NFHJCUl0apVK5555hnq1avHuHHjAKhXrx5jx45l/PjxhIWFcejQIcsKNJDzbsgbb7zBxIkTadCgARMnTmT8%2BPHUr1%2B/0GMpIiIifyPFsAIP8MEHH5CUlESzZs14/vnn6dKlC7169QLg%2BPHjXL161ap9cnKyzc8omj17NmazmXbt2tGqVSsyMzOZN2%2Be3Yuw3Mxk1pyHYikjI8NyI3Dy5Enatm1LdHR0kS5BVCydPev4GC4u4O2d87CsEXPgC7ispl1CQnJWu2nQwJg58H95EXMIkylnGcT0dGPmwBux5CIY%2BxBrfLzjY7i65qx2c%2BSIMXPgK1VyfAyDXyNeGV/l9o3s5OeXs9rN5MnGzIH/y2JyDuHhAY89BtHRxkwX744Bq7YYflEF%2BwT4IueIxR02biz6cxZjxWYKjfyf2bNn8/TTT5OUlER6ejrz5s0jICAgz9s0IiIiIiVOMa3AlyQGfZJNyXL%2B/Hlat259yzZ3%2BmBpQbz00kucO3eOzp07k5mZSe3atfnggw%2BK9K0XERERkbtC%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%2BnevXuB2sbFxdGsWTMg5zq2bdt2RzFFREREJMfp06fp168foaGhtG7dmvfee48bN27kaffhhx9Sq1YtgoODrb7Onz8PwPXr1xk3bhwtW7YkNDSUoUOHcunSpSLta7FN4ItSixYt8iS5W7du5b777suzfdu2bTRv3hyTyXTb886YMYN9%2B/axevVqYmJicHZ25ssvvyzSvt9OVFSUEngREREpOYppBX7IkCH4%2BvoSExPD/PnziYmJYeHChTbbdu7cmbi4OKsvLy8vAGbOnEl8fDzLly9n48aNmM1m3nzzzSLpY66/TQKfkJDAxYsXLdtiY2N5%2BumniY2NtWzLyspix44dtGjR4rbnTE9PZ9myZYwZMwZfX188PT2ZOXMm/fr1s9k%2BKyuLSZMmERoaSosWLfJMl7n5nYRr164xbNgw6tatS7t27YiNjSUoKIjt27cDEBgYyJYtW5g0aRJLly7ls88%2B47HHHrMZ9%2BTJk/Tp04eQkBBat27NokWLLPvOnTvHgAEDCA0NpWHDhowYMcLqHYQvv/yS8PBwGjZsyIQJE/LchS5evJgnnniCevXq0bFjR2JiYm47biIiIvI3VwwT%2BLi4OBISEhg1ahTly5enevXqREREsHz58kKdJysri6%2B%2B%2BoqBAwdSpUoVPDw8GD58OJs3byYxMdHufub6W6xCU79%2Bfdzc3Ni2bRtPPvkkGRkZ7Nq1i7fffpuoqCjOnDlD1apV2bt3L1evXrVMT7mV%2BPh4srKyOHz4MEOHDuXq1au0adOGf/7zn9x333152kdFRbFhwwaWLl1KlSpVePfdd7l8%2BbLNc0%2BfPp2DBw/y3Xff4eTkxOjRo8nKysrT7q233uLQoUPUq1ePUaNG2TzX4MGDady4MbNnz%2Bb333/nueeeIyAggGbNmjFw4EBq1KjBpk2bSE9PZ9iwYbz99tu8//77HDt2jHHjxhEZGUnLli1ZvXo1kydPpn379gB89913REZG8umnn1KzZk2%2B//57hg8fznfffUfVqlVvO34ASUlJJCcnW23z9vPDp2LFAh1/xx5%2B2Pq7oxXg3Zwii2FELICQEMfHqFnT%2BrsIQN26jo9h8GtEqVKOj%2BHiYv1d7oCzs3ExjIiVne34GAaymVN4e%2BPj41Og4%2BPj46lWrRru7u6WbUFBQRw/fpzU1FTc3Nys2h88eJAePXpw6NAhqlSpwptvvknz5s05ceIEV65cISgoyNI2ICAAV1dX4uPj8fX1teMq/0%2Bx/qc8efJkpkyZYrXtxo0beS7%2Bdu1cXFxo2rQpW7du5cknn2Tnzp34%2BvpSvXp16tevz7Zt2%2BjWrRvbtm0jODgYDw%2BP2/Yt9y7qxx9/JCoqigsXLjBgwABmzpzJmDFj8rSPjo6mU6dOBAQEADBs2LB87%2Bq2bNlCr169qFy5MgB9%2BvS5o4dW9%2B/fz8GDB1m4cCFly5alVq1aREZG4uvry4EDB4iPj2fu3Lm4ubnh5uZGv379GDRoEBkZGcTExFC7dm3atm0LQLdu3azeRvrqq6/o1q0bderUAeDxxx%2BnYcOGrF27Nt93If5q%2BfLlREZGWm0bPHAgQ4YNK/S13pE5c4yJY6QyZYyJs2uXMXEAli41JIxBtz45sYwMZhDDrmnTJoMCYdhrRGVDouT47zv8BjDgrsQSyqBYBcgNikz58o6PceGC42PkxwEPndrMKQYPZsiQIQU6PiUlhQoVKlhty03mL126ZJXAV65cGT8/P0aOHImPjw/Lly%2Bnf//%2BrF692jKT4a/nqlChQpHOgy/WCfzYsWPp2bOn1bZly5bxySefFLpdixYtLL/Ybdu2ERYWBkCTJk2IjY2lW7duxMbGFmj6DIDZbCYzM5Phw4fj4eGBh4cHffr0ITIy0mYCn5iYSKtWrSw/e3p6Wt3l3Sw5OZn777/f8nNwcHCB%2BvRXJ06cwM3NzeqGpGnTpkDODYW7uzve3t6Wff7%2B/mRmZpKYmEhiYqJVHwCqV69ude6tW7daJfVms5kaNWoUuH/PPvus1QPJAN69e8Pq1QU%2Bxx15%2BOGc/5j794fDhx0bC2DdOsfHMJlykvfr16EAD2Db7b9/jxyqZs2c5L1XL0hIcHg4805jbkpMJmN%2BRUYy8ppMbds4PojBrxHnljj%2BpsTFJSd5P38ebLyhW%2BQqV8p0fBDISd4zDYqVlub4GM7OOcn7lSv3XIXc0WzmFDflOAVRkAVMALp372618EhERATr1q1j9erVtGzZslDnulPFOoEvSi1atGDs2LEcPXqUn3/%2BmT59%2BgAQFhbG559/ztWrV9mzZw%2BvvfZagc6X%2B6BC%2BZvukqtVq8bFixcxm815HoLNyMjIMw3G1pPNudtdbnqf0%2BkO71SdnJzyjZGRkZHvcSaT6bb9dXV1ZeTIkZZxvBM%2BPj5539o6eTLnywiHD8PevY6PY2S2ZjYbE2/3bsfHyJWQYGw8Kd6M%2BDeby6DXCKPyT8hJ3o2Md08xMqHOzr63E3gHVOBt5hSF4OnpmWclwZSUFEwmE56enrc9vlq1aiQlJVnapqSkUK5cOcv%2By5cvU6lSpTvu31/9LR5ihZy3Ox5%2B%2BGG2bNnCgQMHCA0NBaBOnTpcu3aNlStXUq5cOeoWcH5lQEAAJpOJAwcOWLadPn2aypUr21zBxsfHh3Pnzll%2BTkpK4s8//7R57kqVKnH69GnLz3FxcQXq01/5%2BfmRlpZGUlKSZVtMTAy//PILfn5%2BXL582bLkEcCxY8coU6YMvr6%2BefoLcPToUcuf/f39OXjwoNX%2BM2fOOPyOU0REREq4YvgQa506dTh79qzVgidxcXHUqFHDKhEH%2BOijj6wWQYGcHMnPzw8/Pz/c3d2Jj4%2B37Dt06BAZGRmWacdF4W%2BTwENOFX7JkiXUqFHDcofk4uJCo0aNWLhwIU2bNi1wtdvLy4u2bdsyY8YMkpOTOXnyJPPnz6dr1675xl67di2///47qampzJw5kzL5zFcODQ3liy%2B%2BICkpiaSkJBYsWJBvP8qUKcOpU6dsPhBbq1YtateuzaxZs0hLS%2BPQoUOMGTOG9PR0goODCQgIYPr06Vy9epXExEQ%2B/vhjOnbsSKlSpWjZsiX79%2B9n8%2BbNZGRksGTJEqunp5999lnWr1/P5s2bycrK4ueff%2BbJJ59kz549BRo/ERERkeKidu3aBAcHM336dFJTUzl69Cjz58%2B3TNFu3749v/76K5BTXZ8wYQLHjh3j%2BvXrfPbZZ5w4cYKnn34aZ2dnnnnmGebMmcPZs2e5dOkSM2bM4LHHHrPM3igKf7sE/uTJk5b577maNGnCiRMnCjz/PdeUKVPw8/OjXbt2dO3alfDwcF555RWbbSMiImjdujXPPPMM7du3JyQkxPKQ6l%2B9/vrrVKpUiTZt2tC3b19eeuklwPZUmq5du7JlyxYef/xxsm283TZnzhxOnz5N06ZN6d%2B/PwMHDqRly5aYTCY%2B%2BugjkpKSaNWqFc888wz16tVj3LhxANSrV4%2BxY8cyfvx4wsLCOHTokGUFGsj5FNk33niDiRMn0qBBAyZOnMj48eOpX79%2BocZQRERE/maKYQUe4IMPPiApKYlmzZrx/PPP06VLF3r16gXA8ePHuXr1KgAjR46kZcuWRERE0KhRI9auXcuCBQssed3QoUOpV68enTt3pk2bNpQrV4533nmnSPqYy2TWnIdiKSMjg9KlSwM5a7m3bduW6Oho/P3973LPHKyQD5zckbp1c1ayaNPGmPm0J044PobJBK6ukJ5uzBx4G0ulFrmQkJzVbho0MGQOvPmGMS%2BFeojVzlg%2B995rxMldybdvZKdSpaByZTh3zpg58H6V78GHWPOZ9lqknJ1zVrtJSTFmDnwRzskulKlTi/6cRfxBScXd36oCX1LMnj2bp59%2BmqSkJNLT05k3bx4BAQF5VoURERERKXGKaQW%2BJPnbrEJTGOfPn6d169a3bHOnD5YWxEsvvcS5c%2Bfo3LkzmZmZ1K5dmw8%2B%2BOCOV6MRERERKTaUz9hNCbwNXl5eDk3Qb8fV1ZVJkyYxadKku9YHERERESmelMCLiIiIiHFUgbebRlBEREREpARRBV5EREREjKMKvN2UwIuIiIiIcZTA200jKCIiIiJSgqgCLyIiIiLGUQXebhpBEREREZESRBV4ERERETGOKvB2UwIvIiIiIsZRAm83jaCIiIiISAmiCryIiIiIGEcVeLtpBEVEREREShBV4EVERETEOKrA200JvIiIiIgYRwm83TSCIiIiIiIliMlsNpvvdidEchn1t9FkMjAW995FmTEZEsfQ35OTAdcUEgK7dkGDBrB7t8PDmW8YM3hG/p6MomsqGfRaXgSx7ob584v%2BnC%2B%2BWPTnLMZUgRcRERERKUE0B15EREREjKM58HZTAi8iIiIixlECbzeNoIiIiIhICaIKvIiIiIgYRxV4uymBFxERERHjKIG3m0ZQRERERKQEUQVeRERERIyjCrzdNIIiIiIiIiWIKvAiIiIiYhxV4O2mBF5EREREjKME3m4aQRERERGREkQVeBERERExjirwdtMIioiIiIiUIKrAi4iIiIhxVIG3mxJ4ERERETGOEni7aQRFREREREoQVeBFRERExDiqwNtNIygiIiIiUoKoAi8iIiIixlEF3m5K4EVERETEOErg7aYRFBEREREpQVSBFxERERHjqAJvNyXwRejYsWPMnj2b2NhY0tLSqFSpEuHh4QwePBgPDw/Cw8NJTEzEyckJk8lE%2BfLlCQsL4/XXX8fX19dynlWrVvH555/z%2B%2B%2B/c/36dapXr87zzz9P9%2B7dAVi5ciVvvvkmpUuXztMHf39/1q1bx6lTp2jTpg2lSpXCZDIB4OzsTLVq1Xjuuefo1auX5ZjAwEA%2B%2BeQTWrZsaXWukSNHsnbtWlasWEHdunWt9uV3jIiIiEhJdPr0aSZMmMCePXu477776NChAyNHjsTJxg3HsmXLWLBgAUlJSfj7%2BzNkyBDatm0LwOjRo1m9ejXOzs6W9mXKlOHXX38tsr4qgS8iBw4c4LnnnqNnz56sXr2aihUrcujQIaZMmULPnj35%2BuuvARg7diw9e/YEIDExkddff51x48Yxd%2B5cADZs2MDEiROZNWsWoaGhmEwmtmzZwqhRoyhbtixPPvkkAF5eXmzduvW2/Vq1ahUBAQEAZGVlsW3bNoYNG0aFChUs57Ll8uXLxMTE8MQTTxAVFZUngRcRERG5I8W0Aj9kyBCCgoKIiYnhwoULvPLKK3h5efHiiy9atdu4cSPTp09n7ty51K1bl2%2B%2B%2BYbhw4fz7bff4ufnB8CAAQMYMmSIw/qqBL6ITJw4kebNm/Paa69ZttWqVYuPP/6Yd955h6SkpDzH%2BPr68vjjj7Nw4ULLtm3bttGgQQNatGhh2damTRs%2B/PBDvLy87Oqji4sLLVu2pEOHDkRHR98ygV%2B9ejW1a9emd%2B/evPLKK7z55pu4urraFf%2BvkpKSSE5Ottrm5eWNj49PkcYRKZCQEMfHqFnT%2BruIyN%2BRAxJ4WzmFt3fBc4q4uDgSEhKYP38%2B5cuXp3z58kRERLBw4cI8CXx6ejqvvvoqDRs2BKB79%2B5MmzaN3377zZLAO5oS%2BCJw4cIFdu3axeeff55nn5ubG1OnTs2z3Ww2c%2BrUKVatWmWVSD/00EOsWbOGmJgYwsPDLW/bNG/evMj6m5mZeds2X331FT169KBBgwa4u7uzceNGOnfuXGR9AFi%2BfDmRkZFW2wYNGszQoY67Y73Zf2cWGRHJqECGXZSBV2Tc72nXLoMCAUuXGhLmnvw9GUjXVDLotfwOmc2Oj2EgWznF4MGDC1wFj4%2BPp1q1ari7u1u2BQUFcfz4cVJTU3Fzc7Ns/2s%2B9Oeff5KWlmY1Hfrnn39m06ZN/PHHHwQEBDB%2B/Hjq1KlzJ5dmkxL4InDy5EkAHnzwwdu2nTx5MlOmTMFsNpOZmUmTJk147rnnLPt79erFwYMHGTJkCBUqVCAkJISmTZvSsWNHKlWqZGl3/vx5goOD85x/5MiRRERE2IydkZHBTz/9xIYNG5gxY0a%2BfYyLi%2BPo0aM88cQTmEwmOnfuTFRUVJEn8M8%2B%2Byzh4eFW27y8vA15TTGZjHvtMmFUIOMuymzQf2SG/p4aNnB8kJo1c5L3Xr0gIcHh4cw7jbkpMfL3ZBRdU8mg1/ISygEVeFs5hbe3d4GPT0lJoUKFClbbcpP5S5cuWSXwNzObzYwdO5Z69erRuHFjAPz8/HBycmLYsGGUK1eOyMhI%2BvTpw8aNG6lYsWJhLitfSuCLQO5Dojdu3Lht25vnwP/55598/vnndOnSxTJvvnTp0kydOpVXX32VrVu3smPHDubOncvMmTOZPXs2TZs2BQo%2BB75z586W/mVlZeHn58ekSZMsD1rYsmLFClq1aoWHh4flHB999BEnT54s0reGfHx88ry1da%2B/Zkkxtnu3cbESEoyNJyJyj7OVUxSWuZBJSGZmJqNHj%2BbIkSMsWrTIsn3QoEFW7V577TXWrl1LTEyMZUESexXPpwhKGH9/fwAOHz5cqOMqVKjAoEGDKFWqFN9%2B%2B63VPm9vb7p06cI777zD5s2badSo0S2r5vlZtWoVcXFxxMXF0bdvX0qVKsUTTzyRb/tr166xbt06Nm/eTEhICCEhIXTp0gWz2UxUVFSh44uIiIhYcXIq%2Bi87eXp6kpKSYrUtJSUFk8mEp6dnnvbp6em88sornDlzhiVLltzyOUVnZ2eqVKli83nIO6UEvghUrFiRxo0bM3/%2B/Dz7rl27RteuXdm5c%2Bctz3H9%2BnXMZjPTp09n7969VvtKlSpFWFgY165ds6ufAwcO5Pr168yZMyffNhs2bMDFxYU1a9bwzTffWL6GDx/ON998U6B3GURERETyVQwT%2BDp16nD27FkuXrxo2RYXF0eNGjUoV66cVVuz2cyIESNwcXFhwYIFVtNizGYzU6dOJeGmaZIZGRmcOHGiSGcxKIEvImPGjOG3337j1Vdf5dy5c9y4cYMDBw7w8ssv4%2BrqanMZxuvXrzN//nwuXbpEmzZtMJlMJCUl8frrr/Prr7%2BSkZFBVlYWu3fvZunSpbRp08auPrq6uvL2228zb948Dh06ZLPNihUr6NSpEw8%2B%2BCAPPPCA5atnz55cuHCBn376ya4%2BiIiIiBQ3tWvXJjg4mOnTp5OamsrRo0eZP3%2B%2BZdpz%2B/btLeu4r1mzhiNHjvD%2B%2B%2B9TpkwZq/OYTCZOnTrFhAkTSExMJC0tjWnTplGqVKlbTl8uLM2BLyI1a9bkyy%2B/5MMPP%2BTpp5/m6tWrVK5cmSeffNIydQX%2B7yFWyFnUv3bt2nz66aeWaTiTJk1i7ty5jBs3jrNnz5KdnY2/vz89evSwWsYov4dYAdavX2%2BZ9/5XLVq04LHHHmPMmDF88cUXVh8ycOzYMXbu3Mlbb72V5zgPDw/atGlDVFSU5cObBg4cmCdOTEyM1VPYIiIiIlaK6TrwH3zwAW%2B99RbNmjXDzc2NHj16WD748vjx41y9ehWAqKgoTp8%2BbXloNVfnzp2ZPHky77zzDu%2B%2B%2By5du3YlNTWVunXrsnDhQu67774i66vJXNgZ%2ByIOZNhqAlq5wC735Co0TgZcU0hIznKVDRoY8hCr%2BYYxg3cvLpqhayoZ9FpeBLHuhtjYoj9nkyZFf85iTBV4ERERETFOMa3AlyRK4EVERETEOErg7aYRFBEREREpQVSBFxERERHjqAJvN42giIiIiEgJogq8iIiIiBhHFXi7KYEXEREREeMogbebRlBEREREpARRBV5EREREjKMKvN00giIiIiIiJYgq8CIiIiJiHFXg3pZ9yAAAIABJREFU7aYEXkRERESMowTebhpBEREREZESRBV4ERERETGOKvB2UwIvIiIiIsZRAm83jaCIiIiISAmiCryIiIiIGEcVeLtpBEVEREREShBV4EUcLT7e8TFcXaFGDTh6FNLTHR8vqI7jYxjMfMNsSBwTYN65y5hYTibHBwkJgV27MDVsALt3OzycUb8nI50/7/gYLi5QsSKkpEBWluPjee/d5Pgg5ctD48aYdvwCV644Pt7Vq46P4e4OLVvCjz/C5cuOj9epk%2BNj2KIKvN2UwIuIiIiIcZTA200jKCIiIiJSgqgCLyIiIiLGUQXebhpBEREREZESRBV4ERERETGOKvB2UwIvIiIiIsZRAm83jaCIiIiISAmiCryIiIiIGEcVeLtpBEVEREREShBV4EVERETEOKrA200JvIiIiIgYRwm83TSCIiIiIiIliCrwIiIiImIcVeDtphEUERERESlBVIEXEREREeOoAm83JfAiIiIiYhwl8HbTCIqIiIiIlCCqwIuIiIiIcVSBt5tGUERERESkBFEFXkRERESMowq83ZTAi4iIiIhxlMDbTSMoIiIiIlKCqAIvIiIiIsZRBd5uGsFCCA8PZ9myZXm2L1u2jPDw8AK3AejduzfTpk2z/BwYGEjXrl25ceOG1XErV66kd%2B/eVtv27t3LgAEDaNy4MfXr16ddu3bMmjWL69evW7WLjY3lpZdeolGjRtSrV48OHTrw8ccfk5GRYWmzfft2AgMDeeONN2xe81NPPUVgYKBVv2vXrk1wcHCer3nz5tk8h4iIiEhxd/r0afr160doaCitW7fmvffey5OX5Vq0aBHt2rWjQYMG9OzZk3379ln2Xb9%2BnXHjxtGyZUtCQ0MZOnQoly5dKtK%2BKoEvRs6cOcPy5ctv2WbLli307t2bf/zjH/%2BfvbuPq/n%2B/wf%2BOF2PSFFJJTGSkKIkolwm0lzLZnO1zUjYxhg2fLCLT2Jfl7N9zMVcRCFXE2FrKnO90jCLUS4qutKFLt%2B/P%2BL8HBXV6f0%2BneNxv926Hef1fp/38/k%2BOqfn%2B3le7/dBZGQkzp07h%2BXLl%2BPEiROYPHkyBEEAUFb4T506Fd7e3jh16hQuXbqEb775BqdOncLkyZNRXFws32ajRo1w6tQpPHnyRCHWP//8g7S0tHI5TJw4EfHx8eV%2BPvjgg1p4FoiIiEijaWnV/k8tmD59OszNzREZGYmffvoJkZGR2LJlS7n1Tp48idWrV%2BPbb79FTEwMvLy8MGXKFOTl5QEAVq5ciYSEBISEhCAiIgKCIGDevHm1kuMznEJTh8yaNQvBwcHw9vaGsbFxueUlJSVYtGgRxo4di0mTJsnHO3fujA0bNmDdunXIyMiAnp4eli5ditmzZ2PkyJHy9Tp06IANGzagb9%2B%2BCA0NxZgxYwAA9evXh6WlJU6cOIFBgwbJ1z948CB69eqFffv2ibK/qamp5Q4QmjQxhZmZmSjxVMbAQPwY%2BvqKt0QA4OQkfoy2bRVvqdp0JPhLrK2teCu6Bg3Ej1GvnuKt2HR1xY9haKh4K6asLPFjVEaEKTQV1RSmplWvKeLj43Ht2jX89NNPaNCgARo0aIDx48djy5YtmDBhgsK6ISEhGDZsGBwdHQEAkydPxtatW3Hq1CkMGDAAoaGh%2BOabb2BhYQEAmDlzJgYNGoSUlBSYm5vXwt6ygK9Tunfvjt9//x0rV67EkiVLyi1PSEjA3bt38c4775RbZmlpiWXLlgEAjh49itLSUoXi/RkTExP4%2BvoiIiJCXsADgLe3Nw4ePKhQwB8%2BfBgLFiwQrYAPCQnBmjVrFMamTQtAYOB0UeK9SCaTJAzw5psSBQJgbS1JGKmeOkDC/ycJSbZPFy9KFAjAjh2ShNHE370K%2BjWiadhQokCurhIFAtC%2BvXSxpOLsLH6MgwfFjyGhimqKgIAATJ9etZoiISEBlpaWMDIyko85ODjg1q1byMnJgeFzB1UJCQnw8fGR39fS0oK9vT3i4%2BNhb2%2BPx48fw8HBQb68VatWMDAwQEJCAgt4VVm6dCmWL1%2BuMFZaWqrwH1KVdSozb948DB48GKNGjUL7F96UkpKSYGBggGbNmr10G3fu3EGzZs2gW0m3wNbWFqdPn1YY8/HxQVBQEDIyMmBsbIzLly%2Bjfv36eLOC4nPTpk0VfqQUFRVV4ScHlRk9erTCeQFAWQf%2B6SwgUclkkCQOAMgS/xE/iL5%2BWfGelAS8cC6EGIRW0hyUSPn/JBVJf/c6S1AEtG1bVryPHQtcuyZ6OOGCNAclUv4/ZWaKH0Nbu6x4z84GSkrEj2d846z4QerVKyver1wBnk5dENUL00xFYWhYVrxfvAjk5IgfT0UEEQ7FK6opTE1Nq/z4zMxMNHzhCPdZMZ%2BRkaFQwGdmZioU%2Bs/WzcjIQObTF/SL22rYsGGtzoNnAV9NCxYsgL%2B/v8LYzp078cMPP1RrncpYWlpi8uTJWLJkSbn58DKZDKWlpRAEAbJXtIZKXvEO/eLjjY2N0a1bNxw5cgRvv/02Dh06BF9f3wofO3HiRHz66aev3JdXMTMzK/fRlqYVawCkedN/pqBA2nhUt126JF2sa9ekjadBnjslSXQlJRLFe/xYgiBP5eVJE0%2BKg4RncnJUO8VFDVVUU1SXUI0i5FXrVmdbNcGTWOug999/H%2Bnp6QgLC1MYt7GxQWFhIW7fvv3Sx7ds2RJ3794td1LqMzdv3kTLli3Ljfv5%2BeHgwYMoKSlBREQEBg8eXPOdICIiIqpAaWnt/yjLxMRE3j1/JjMzEzKZDCYmJgrjxsbGFa5rYmIiX/fF5VlZWWjcuLHyiT7FAr4O0tPTw%2Beff44VK1YgOztbPm5vbw9ra2ts2rSp3GPS0tLg4%2BOD27dvw93dHW%2B88QZ27dpVbr3s7GwcPnxYYe7WM15eXrh16xYOHz6MFi1aoGnTprW7Y0RERPTaq4sFfPv27XH//n2kp6fLx%2BLj4/Hmm2%2Bifv365dZNSEiQ3y8pKcFff/0FR0dHWFtbw8jISGH533//jcLCwnJTo5XBAr6O6t27Nzp06IAff/xRPqalpYXFixdj3759WL58OdLT01FcXIzz589jwoQJsLOzg42NDerVq4f58%2BdjxYoV2LRpE3JyclBaWoq4uDi8/fbb6Ny5M4YMGVIupp6envya8hUtJyIiItJEz77jZsWKFcjJyUFiYiJ%2B%2Bukn%2BZRob29vnD9/HgDg7%2B%2BP/fv34/Lly8jPz8f69euhp6cHT09PaGtrY9SoUdiwYQPu37%2BPjIwMBAcHo1%2B/fmjSpEmt5cs58HXY/Pnzy01j6d69O7Zv3461a9diwIABKC4uhpWVFUaOHKnwhU9vvfUWTE1NsXHjRqxbtw5FRUWwsrKCn58fJkyYAK1KLuHk5%2BeHffv2YcCAAZXmVdlJrM7OzhWOExERET1TGx1zMfzf//0fFi5ciO7du8PQ0BBjxozB2LFjAQC3bt2SX%2Be9Z8%2Be%2BPjjjzFz5kw8evRI/mWWBk8vGx0YGIjc3Fz4%2BfmhuLgYXl5eWLRoUa3mKhPEnmVPVA2SXZ1DyiuBJFx59UrKMjAou1zlP/9IchKr4CDNZdt4FRolY2lJcB1EJ6eyK2Y4O0tyEqtQKs2TJ%2BX/08OH4sfQ0Sm7XGVGhjQnsZrGnRA/SIMGZZerPHtWc05iNTICevYEoqKkOYm1kotViE2Mi6W9bl%2BDwg48EREREUmmrnbg1QkLeCIiIiKSDAt45fEkViIiIiIiNcIOPBERERFJhh145bGAJyIiIiLJsIBXHqfQEBERERGpEXbgiYiIiEgy7MArjx14IiIiIiI1wg48EREREUmGHXjlsYAnIiIiIsmwgFcep9AQEREREakRduCJiIiISDLswCuPHXgiIiIiIjXCDjwRERERSYYdeOWxgCciIiIiybCAVx6n0BARERERqRF24ImIiIhIMuzAK48deCIiIiIiNcIOPNUpMi2Z%2BEGcnICLFyHr7AxcuiR%2BvHv3xI%2Bh8/SlbGQE1K8vejiZmanoMdCxI3DiBGR9%2BwBxcaKHE1LTRI8hNaFUkCSODIBw4aI0sTTwPSLzb/H/n/T1AWNj4PFjoKBA9HAw9fQUP8gznTtLEycnR/wYWk/7qk5OGt2m1uBdkwwLeCIiIiKSDAt45XEKDRERERGRGmEHnoiIiIgkww688tiBJyIiIiJSI%2BzAExEREZFk2IFXHgt4IiIiIpIMC3jlcQoNEREREZEaYQeeiIiIiCTDDrzy2IEnIiIiIlIj7MATERERkWTYgVceC3giIiIikgwLeOVxCg0RERERkRphB56IiIiIJMMOvPLYgSciIiIiUiPswBMRERGRZNiBVx4LeCIiIiKSDAt45XEKDRERERGRGmEHnoiIiIgkww688tiBJyIiIiJSI%2BzAExEREZFk2IFXHgt4IiIiIpIMC3jlcQoNEREREZEaYQeeiIiIiCTDDrzyWMDXMb1790ZKSgq0tMo%2BHNHT04OdnR1mzpwJV1dXzJ07F%2BHh4dDRKf9fN2zYMCxevBh79%2B7FvHnzoKenJ1%2Bmp6eHNm3aIDAwEN26dcOpU6cQEBCAP/74A4aGhvL1pkyZgrt37%2BLgwYPyMUEQ4ObmhnHjxuH777%2BXjxcWFkJHR0eeq4uLCzZt2lTrzwkRERGRKmVmZmLRokU4e/YstLS00KtXLyxcuBAGBgYVrn/s2DGsWbMGSUlJMDMzw6RJkzBq1CgAwOrVq7Fu3bpytdypU6fQpEmTKuXDAr4OWrBgAfz9/QEA%2Bfn52LlzJz744AN5Ue3t7Y2VK1e%2BdBtNmjRBdHS0/H5%2Bfj5%2B/vlnTJkyBQcPHkTXrl2hpaWFM2fOoG/fvgCA4uJinDt3DqWlpXj06BEaN24MAPjrr7%2BQmZmJt956CwEBAfJt9u7dG%2B%2B//748VyIiIqJXUccO/MKFC1FYWIhDhw6hqKgIM2bMQFBQEBYsWFBu3bi4OHz66acIDg6Gp6cnoqOjMW3aNLRs2RJdunQBAPj5%2BeHrr7%2BucT4s4Ou4N954AxMnTsSuXbsQFRWl1Hbef/997N69G7///jvefvttdO7cGTExMfIC/s8//0STJk1gaWmJmJgY%2BPr6AgBiYmJga2sLKyurWtmnZ1JTU5GWlqYwZmprC7NGjWo1Tjlt2yreiq2CT0tEiyFFLADo2FH8GK1bK94SAYCTk/gxJH6P0NcXP4auruIt1YCWBKcNPoshRSwVVtFihK6wpjA1hZmZmdLbfvjwISIjI7Fv3z6YmJgAAKZOnYoZM2bgs88%2Bg%2B4LL6zMzEx8%2BOGH8vqqV69eaNOmDc6fPy8v4JXFAl5NlJSUQFtbW%2BntFBcXy//t4eGB3bt3y%2B/Hxsaic%2BfOaNasmUIBHxsbCw8PD6VjvygkJARr1qxRGAuYMQPTZ8yo9VgV2rFDmjhSMjaWJs6JE9LEAYANGyQJI5MkytNYUgaTiGT7dPGiRIEg2XtEc0milLGwkCqS8n%2Bvqh5KolgNGkgTBwDq1xc/RlaW%2BDEkVGFNERCA6dOnK73tq1evQltbG3Z2dvIxBwcH5OXl4ebNmwrjANCzZ0/07NlTfr%2B4uBhpaWkwNzeXj12/fh1jxozB33//DQsLC8ybNw89evSock4s4Ou43Nxc7Nq1C%2Bnp6ejVqxcuX76Mo0ePIjIysty6u3btgoODQ4XbycnJwZYtW5CZmSk/IvTw8MC3336Le/fuyYv2MWPGoFmzZpg9ezaAsnnuFy5cwPjx42t930aPHo3evXsrjJn6%2BgJbttR6LAVt25b9YR47Frh2TdxYABARIX4MHZ2y4j0jA3juIE00Y8aIH6N167LifcoU4MYN0cMJkdIclMhkgCBIEkoyUu6TrLOz%2BEEkfo%2B4s1/8gxJd3bLi/f59oKhI9HBoblkifhCgrHgvkShWXp74MbS0yor33Fz1nGdSRWLsWoU1halprWw7MzMThoaGkD3XqTAyMgIAZGRkvPLxQUFBqFevHnx8fAAATZs2hbW1NT755BOYmZkhJCQEU6ZMwYEDB9CyZcsq5cQCvg5aunQpli9fDgAwMDCAvb09Nm/eDIunrZOqzIF/%2BPAhOnToIL9fWFgIV1dXbN68WX4E2KZNGzRt2hTR0dHw8fFBXFwcVq1aBWNjY2RmZuLWrVt48OABBEGAq6trre%2BnmZlZ%2BY%2B2bt2q9TiVunYNuHRJ/DhSFNTPx5IiXlyc%2BDGeuXFD2nhUt0nxmn1GoveIggLRQ8gVFUkbT6NIWVCXlmp0AS%2BGCmuKaggPD8ecOXMqXDZr1iwINehSCIKAoKAgHDp0CFu3boX%2B0/lyI0eOxMiRI%2BXrjR8/HocPH8aBAwcwc%2BbMKm2bBXwd9PxJrDX1/EmsgiDA398fzZs3h6Ojo8J6PXr0QExMDMzMzGBjYyP/5Xd2dkZsbCxSUlLg4uJS6VnWRERERNVRF49N/Pz84OfnV%2BGy6Oho5OTkKExnzszMBAD5BT9eVFpainnz5iEuLg47d%2B6EtbX1S%2BNbWloiNTW1yvnyi5xeAzKZDEuWLEF4eDhiY2MVlnl4eODcuXM4d%2B4cunXrJh93c3PDuXPncPbsWVHmvxMREdHr6dkHDLX5IyZ7e3sIgoBrz02pi4%2BPR8OGDWFra1vhY5YvX44bN25UWLyvW7euXD2WmJj4yiL/eSzgXxNt2rTBhAkT8MUXXyA/P18%2B7u7ujvT0dBw9ehRubm7ycTc3N1y4cAFXrlxhAU9ERESvLRMTEwwYMACrVq1Ceno6Hjx4gLVr12LEiBHya7m/9957OHLkCADgwoULOHDgADZu3IhGFVxZLzMzE4sXL8bNmzdRUFCATZs24c6dOxg6dGiVc%2BIUGjVU2UmsTZs2xfHjxyt93LRp03DkyBF89913mDt3LgCgYcOGcHR0xJ9//qkwz93BwQFPnjyBqakpWrVqVfs7QURERK%2BlujiF5lWWLFmCL7/8En369IGuri4GDx6MWbNmyZcnJSUh6%2BmVfcLCwvD48WN4eXkpbOPZF15%2B8sknAMrmvmdmZuLNN9/E5s2b0bRp0yrnIxNqMiufSCxSXIvOyansUnTOztKcEHfvnvgxdHQAU1MgLU2ak1iluA58x45ll6vs00eSk1iF1LRXr1QLeBUaJWNpad57xI2/xX/y9PWB5s2BO3ekOYm1dUsNvApNTo74MbS0yi5X%2BfixNFXu0yupSO2XX2p/mwMH1v426zJOoSEiIiIiUiOcQkNEREREklHHKTR1DTvwRERERERqhB14IiIiIpIMO/DKYwFPRERERJJhAa88TqEhIiIiIlIj7MATERERkWTYgVceO/BERERERGqEHXgiIiIikgw78MpjAU9EREREkmEBrzxOoSEiIiIiUiPswBMRERGRZNiBVx478EREREREaoQdeCIiIiKSDDvwymMBT0RERESSYQGvPE6hISIiIiJSI%2BzAExEREZFk2IFXHjvwRERERERqhB14qlNu/C2IHkNfH2gO4M7%2BiygoED0cghaJH8PaGliwAFj6vSmSksSPt%2BBimugxdHWBpgAebD%2BBoiLRw8FK/BCSe/hQ/Bg6OoCxMZCZCRQXix8vUwPfI1q3kYkfxMkJuHgRzd9yBi5dEj9ecrL4MXR1ATMz4NEjSPEmMXGhpegxmjcHFi0CFq1ogDt3RA%2BHTZvEj1ERduCVxwKeiIiIiCTDAl55nEJDRERERKRG2IEnIiIiIsmwA688duCJiIiIiNQIO/BEREREJBl24JXHAp6IiIiIJMMCXnmcQkNEREREpEbYgSciIiIiybADrzx24ImIiIiI1Ag78EREREQkGXbglccCnoiIiIgkwwJeeZxCQ0RERESkRtiBJyIiIiLJsAOvPHbgiYiIiIjUCDvwRERERCQZduCVxwKeiIiIiCTDAl55nEJDRERERKRG2IEnIiIiIsmwA688duCJiIiIiNQIO/BEREREJBl24JXHAp6IiIiIJMMCXnmcQkNEREREpEZYwL9GTp8%2BDTs7OyxevLjcssePHyM4OBgDBgyAo6MjunbtirfffhsREREK640bNw7t2rVDhw4dyv1s3LhRql0hIiIiNVVaWvs/YsvMzMTMmTPh7u6OHj16YP78%2BXjy5EmF6%2B7duxdt27YtVyfFxcU93f9SrFy5En369IGLiwsmTZqEpKSkauXDKTSvkT179mDQoEE4fPgw5s6dC319fQBATk4O/P390axZM6xbtw4tW7ZEVlYWDh06hNmzZyM1NRXjxo2Tb2fixIn49NNPVbUbREREpMbUcQrNwoULUVhYiEOHDqGoqAgzZsxAUFAQFixYUOH6Li4u2LZtW4XLtm/fjoMHD%2BKHH36Aubk5Vq5ciWnTpiE8PBwymaxK%2BbAD/5rIyMjAyZMnERgYCGNjYxw/fly%2B7IcffkBeXh7WrFmDVq1aQSaToVGjRnjnnXcQFBSEZs2aqTBzIiIiItV5%2BPAhIiMjMWvWLJiYmMDc3BxTp05FWFgYioqKqr29kJAQjB8/Hq1atYKhoSFmzZqFxMRE/Pnnn1XeBjvwr4nw8HDY29ujRYsW8PX1RWhoKAYPHgwAOH78OEaOHAk9Pb1yj%2Bvfv79oOaWmpiItLU1hLD/fFGZmZqLFBABdXcVbsVlbix%2BjaVPFW7FJ8dzp6CjeUvVJ8dxpayveiu3pB4eikvo9Ak5O4sdo21bxVmwa%2BCbRvLn4MSwsFG/FdOeO%2BDEqI0YHvqKawtS0dmqKq1evQltbG3Z2dvIxBwcH5OXl4ebNmwrjz9y/fx8TJkzAlStX0LBhQwQGBsLPzw9PnjzBP//8g3bt2snXNTQ0hI2NDeLj49GpU6cq5cQ/ja%2BJ0NBQ%2BPv7AwD8/Pywdu1aJCcnw8rKCklJSbCxsanytjZt2oQtW7aUG4%2BKioKxsXGVtxMSEoI1a9YojE2bFoDAwOlV3oYypHiDBIBKPl0TxeTJ0sWSSpMmqs6g9lXxE1KlVePlqLSGDaWJI%2BU%2BSfUegYsXJQoEYMcO6WJJxcREkjCLFkkSBgDw4Yfix5g4UfwYUqqopggICMD06crXFJmZmTA0NFSY3mJkZASgbIbDi0xMTNCiRQt8/PHHePPNN3H8%2BHHMmTMHZmZmaNmyJQRBkD/%2B%2Be1VtK3KsIB/DVy%2BfBn//vsvBg4cCACwtrZGp06dsHfvXgQGBkImk6GkpEThMR06dJD/u6SkBMePH4elpSWA2psDP3r0aPTu3VthLD/fVPSugK5u2R/m%2B/eBGnzyVW1bt4ofo2nTsuL9xx%2BBBw/EjyfFgYKOTlnx/vAhUFwsfjxzc/FjAGXFuyBIEyszU/wY2tplxXt2NvDC24goHj8WP4bU7xHN33IWP0jbtmXF%2B9ixwLVr4sc7elT8GDo6ZcV7erokbxKL1on76TBQ9nv34YfA99%2BX/f5pKjE68BXVFKamplV%2BfHh4OObMmVPhslmzZkGoxhu3p6cnPD095fcHDRqE48ePY%2B/evfL6qTrbqwgL%2BNfAnj17UFxcjD59%2BsjHioqKkJKSgoCAANja2iIxMVHhMfHx8QCA5ORk9OnTR%2BlftIqYmZmV%2B2jrxg2goKDWQ1WoqEiaWNU8sVwpDx5IE0%2BKouaZ4mJp42kSKQ58nikpkSaeVO8PgHTvEbh0SYIgT127Jk08DXyTkHLKyf37qp3iIjYxCviKaorq8PPzg5%2BfX4XLoqOjkZOTg5KSEmg/nS%2BY%2BbRD0rhx4ypt39LSEleuXEGjRo2gpaUlf/wzmZmZVd4WwJNYNV5ubi6OHDmCxYsXY//%2B/fKf0NBQpKamIjY2Fj4%2BPti9ezdyc3PLPV6Mwp2IiIhIXdjb20MQBFx77tOr%2BPh4NGzYELa2tuXW37lzJ44cOaIwlpiYCGtra%2Bjr66N169ZISEiQL8vOzsadO3fQsWPHKufEAl7DHTlyBPr6%2Bhg6dChsbGzkP23btkXv3r0RGhqK8ePHw8LCAmPHjkVcXBxKS0vx5MkT/PbbbwgMDISNjQ0aNWqk6l0hIiIiDaBu14E3MTHBgAEDsGrVKqSnp%2BPBgwdYu3YtRowYAZ2nJ1G/99578qK9sLAQ//nPfxAfH4%2BioiIcOnQIUVFRGDNmDADA398fW7duRWJiInJychAUFAR7e3uF6cuvwik0Gi4sLAy%2Bvr4VXmFm%2BPDhCAgIQH5%2BPrZt24aNGzdizpw5uH//PnR0dGBra4tBgwbB398f9evXlz%2BuspNYnZ2dKxwnIiIiUmdLlizBl19%2BiT59%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%2B3aFbCzEz0crJsWiR8EAKCLpo2liSVAV5I4UjKNOyF%2BkAYNAFdXGN84Czx%2BLHo4U09P0WOUke49AsnJ4sfQffr7ffQoUCTBa8rKSvwYTk7AxYuAtzdw6ZLo4TadOSN6DNSrB6ADFg2PB/LyxI%2BHrhLEKI8deOWxgCciIiIiybCAVx6n0BARERERqRF24ImIiIhIMuzAK48deCIiIiIiNcIOPBERERFJhh145bGAJyIiIiLJsIBXHqd/MhshAAAgAElEQVTQEBERERGpEXbgiYiIiEgy7MArjx14IiIiIiI1wg48EREREUmGHXjlsYAnIiIiIsmwgFcep9AQEREREakRduCJiIiISDLswCuPBTwRERERSYYFvPI4hYaIiIiISI2wA09EREREkmEHXnnswBMRERERqRF24ImIiIhIMuzAK48FPBERERFJhgW88jiFhoiIiIhIjbADT0RERESSYQdeeezAExERERGpERbwL%2Bjduzd27txZbjwqKgp2dnYAgHHjxiEoKOil6zxbr127dujQoYP8p2fPnpg3bx4ePXqk8NjNmzfD19cXTk5OcHR0xIgRIxAZGQkA%2BPnnn%2BHu7g5BEBQe4%2BvriylTpiiMZWdnw97eHlFRUQCAwsJCfP/99xg8eDA6deqELl26YPz48Th9%2BrTC4%2BbOnQt7e3uFXN3d3REYGIikpCSF9WbNmqXw2AsXLsDZ2RkREREVP6lERERET5WW1v6P2DIzMzFz5ky4u7ujR48emD9/Pp48eVLhugsWLFCopzp06IB27dph3rx5AMpqqRfrwy5dulQrHxbwIps4cSLi4%2BPlP9u3b0dycjLmzJkjX2fTpk3YvHkz/vOf/%2BDs2bM4e/YsxowZg5kzZ%2BLChQvw8PDAo0ePcP36dfljHj58iOTkZJw/fx7FxcXy8TNnzkBXVxeurq4oKSnBhx9%2BiGPHjmHp0qW4ePEioqKiMGTIEAQGBmLPnj0KuXp7eyvkeuDAAWhpaeHDDz9ESUlJhft3/fp1fPTRR5g/fz4GDBhQy88eERERaRp1LOAXLlyI/Px8HDp0CGFhYUhMTKywmQsAS5cuVainLl26hJYtW8Lb21u%2BzkcffaSwzvnz56uVDwt4iVlbW2PGjBmIiYlBbm4uACA6Ohqenp7o1KkTdHV1oa%2BvjxEjRmDlypVo0qQJbGxs0Lx5c0RHR8u3ExMTA2dnZzRu3BhxcXEK4y4uLjAwMEB4eDguX76MjRs3olOnTtDS0kK9evUwbNgwfPbZZ1i%2BfDkyMzMrzbVJkyaYO3cuEhMTcevWrXLLk5KSMGnSJEydOhXDhw%2BvxWeJiIiIqG54%2BPAhIiMjMWvWLJiYmMDc3BxTp05FWFgYioqKXvn4LVu2oFmzZujVq1et5cSTWFWgqKgIgiBAJpMBAGxtbXH06FH4%2BPjA1dVVvl6/fv3k//bw8EBMTAwmTZoEAIiNjYWzszPMzMzkxfyzcX9/fwBAREQEBg0ahMaNG5fLYfjw4fj666/lHfmX5VqRhw8fYtKkSRg1ahTGjx9fvSfgqdTUVKSlpSmMmTZuDDNT0xptr65q1Ej8GA0aKN4SAZDmF6JePcVbqj5dXfFj6Ogo3orNyUn8GG3bKt6KTYrfcQMDxVsx5eWJH6MSYnTMK6wpTE1hZmam9LavXr0KbW1thWnSDg4OyMvLw82bNxXGX5SdnY0NGzZgx44dCuNnzpzBiRMncPv2bbRq1QqLFi1C%2B/btq5wTC/ga2rRpE7Zs2aIw9uIc9Yrcvn0b3333Hfr06YN6T98Mpk%2BfjuTkZIwbNw6mpqZwdnaGh4cHBg4cCENDQwBlBXxYWBgKCwuhp6eH2NhYrFixAklJSdizZw8CAgJw7949/Pvvv/Dw8AAA3Llzp9I5VTo6OmjevDnu3LlTaa4pKSn46quv0K5dO7Rq1Uo%2B/vjxY0yePBm5ubl4//33X7nPlQkJCcGaNWsUxgKmTcP0wMAab7NatLUlCfPccZjo3NykiiRBwSEPJU0smSRRnsaSKthzDQHRVeMPj9qQ6D0CtVBgVJmJiTRxLl6UJg4AvFAYaYTWrcWP8ccf4seQUIU1RUAApk%2BfrvS2MzMzYWhoKG%2B8AoCRkREAICMj46WP/fnnn%2BHi4oLWz/2fWltbQ0tLCzNmzED9%2BvWxZs0aTJw4ERERETA2Nq5STizga2jixIn49NNPFcaioqLKFbTPF/rPuu6jR49WOBHUyMgIGzZsQFJSEmJiYnDu3Dl8%2B%2B23CA4Oxk8//YS2bduia9euKC0txfnz59G0aVNkZWWhY8eOsLKywoIFC5CXl4eYmBhYWloqFNuVzV1/Pp9njh49Kj9xVhAEFBUVYejQoVi8eLHCeqdPn8bUqVPx66%2B/Yv78%2BQgODq7BMwiMHj0avXv3VhgzbdwYeEnOtUZbW5o4AI6fFL8IaNCgrHg/cwZ4/Fj0cOjn%2BeqPDGuFri5QhY8na4OgI9GBggyowrF%2B7cQ6d1b8IPXqlRXvV65I09Hr3Fn8GICk7xF44aIGotDRKSve09OB586bEs1zc31F07ZtWfE%2Bdixw7Zr48V5o2onCwKCseL9xA6jkBElNIEYHvsKaohqf6IeHhyucn/i8WbNmValJ%2B6KSkhJs374dK1asUBifNm2awv3Zs2fj0KFDiIyMxMiRI6u0bRbwL9DV1a3wrOKcnBzo6%2BtXe3vPF/o3btzA0KFD4e3tjfr165db19raGqNHj8bo0aORk5ODd999F%2BvXr8d3332HevXqoXPnzoiJiUGzZs3g4uICXV1dmJubw8rKCufOnUNsbCx69Ogh356trS0SExMrzKuoqAjJyclo2bKlfMzb2xsrV64EUDZFZuDAgejWrVu5F0D//v0RGBiI4cOHY9iwYfj%2B%2B%2B/x4YcfVvu5MTMzK//RllR/MCX0ktMMat3jx9LGozpOiqO5Z/LypI2nSSQ6SAVQVrxLEe/SJfFjPHPtmjTxpJxy8uSJSqe4iE2MAr7CmqIa/Pz84OfnV%2BGy6Oho5OTkoKSkBNpPP5l7dg5hRdOUnzl37hwKCwtfeYUZbW1tWFhYIDU1tcr58iTWF9ja2iIhIaHc%2BKVLl9CmTRultt26dWtMmDAB8%2BfPR0FBAYCyA4OlS5cqXKoRAAwNDeHk5IT8/Hz5mIeHB86dO4dz586hW7du8nE3Nzf5eM%2BePeXj3t7eiIiIQEpKSrlcwsPDoaWlJZ9u86ImTZrgk08%2BwfLly5Genq6w7Nkvr6WlJYKDg7F69WqcOnWqms8GERERUd1nb28PQRBw7blPeuLj49GwYUPY2tpW%2BrgTJ07Azc0NOs%2BdeyIIAr766iuFbRUWFuLOnTuwtrauck4s4F8wefJkHD16FLt27UJeXh7y8vIQFhaGkJAQzJ07V%2BntT5s2DcXFxfJ5WoaGhrh27Rpmz56Nq1evori4GIWFhfj9999x6NAh9OnTR/5YDw8PJCQk4MKFC%2BUK%2BIiICKSnp8PtuUnQgwcPhouLC959912cP38eJSUlyMvLw65du7Bs2TJ8%2BeWX8jn2FRk9ejRsbW2xdOnSStfp3r07AgMD8emnn1ba7SciIiJ6Rt0uI2liYoIBAwZg1apVSE9Px4MHD7B27VqMGDFCXpy/9957OHLkiMLjrl69CisrK4UxmUyG5ORkLF68GCkpKcjNzUVQUBB0dXXRt2/fKufEAv4FXbp0wbZt23Ds2DF4eXnBy8sLe/fuxerVq6t9kf2KGBgY4Msvv8SmTZvw119/AQA2bNgAR0dHBAYGokuXLnB1dcXKlSvx6aefYvTo0fLHtmnTBo0bN0ZhYaHCGc9du3ZFUlISnJycFApyLS0trF%2B/Hn5%2Bfvjiiy/g7OyMnj174tixY1i/fj18fX1fmqtMJsPixYtx7Nixl3bYP/jgA3Tv3h1Tp05FdnZ2TZ8aIiIiojppyZIlaNCgAfr06YMhQ4agY8eOCuczJiUlISsrS%2BExaWlpaNKkSbltLVu2DC1atMCwYcPg7u6Oq1evYsuWLfKLm1SFTKjJrHwisUg1B17CE9T27BX/JNZGjcqudnP8uDRz4Ee%2BxZNYa0rSk1hPnhA/SIMGZVe7OXtWmjnwnp7ixwCkPYn1wQPxY%2Bjqll3tJjVVmtfUC11HUTg5lV3txtlZmjnwZ86IH6NePaBDByA%2BXpo58F27ih%2BjAs9NIqg1sbG1v826jCexEhEREZFkpPjmVE3HKTRERERERGqEHXgiIiIikgw78MpjB56IiIiISI2wA09EREREkmEHXnks4ImIiIhIMizglccpNEREREREaoQdeCIiIiKSDDvwymMHnoiIiIhIjbADT0RERESSYQdeeSzgiYiIiEgyLOCVxyk0RERERERqhB14IiIiIpIMO/DKYweeiIiIiEiNsANPRERERJJhB155LOCJiIiISDIs4JXHKTRERERERGqEHXgiIiIikgw78MpjB56IiIiISI2wA091S06O%2BDG0tIAGDYC8PEnaACNxTPQYQCMA/dAPxwFkih8uu7f4MbS1gUaNgNxcoKRE9HAyExPRYzyNBBkEaULl5YkfQ1e37PbJE2niaeB7xMSFlqLHaN4cWLQIWLTODHfuiB4Om86cET9IvXplt1u2SPO75%2BYmfgwnJ%2BDiReC994BLl8SPJ0j0XvQCduCVxwKeiIiIiCTDAl55nEJDRERERKRG2IEnIiIiIsmwA688duCJiIiIiNQIO/BEREREJBl24JXHAp6IiIiIJMMCXnmcQkNEREREpEbYgSciIiIiybADrzwW8EREREQkGRbwyuMUGiIiIiIiNcIOPBERERFJhh145bEDT0RERESkRtiBJyIiIiLJsAOvPBbwRERERCQZFvDK4xQaIiIiIiI1wg48EREREUmGHXjlsQNPRERERKRG2IEnIiIiIsmwA688FvBEREREJBkW8MrjFBoiIiIiIjXCDjwRERERSYYdeOWxA09EREREpEZYwNeycePGISgoCABgZ2eHYcOGofSFQ829e/di3LhxCmNxcXH46KOP4Orqik6dOmHAgAFYtWoVCgoKIAgCunXrhu3btys85tixY7Czs0NCQoLC%2BFdffYVRo0YpjJ0%2BfRp2dnZYvHhxhXk/fvwYwcHBGDBgABwdHdG1a1e8/fbbiIiIKLd/7dq1Q4cOHcr9bNy4sepPFBEREb2WSktr/0cK8fHx6NevX7kaqyJbt27FgAED4OzsDH9/f1y5ckW%2BrKCgAF988QV69uyJrl27IjAwEBkZGdXKhQW8yO7du4eQkJCXrhMVFYVx48ahS5cuiIyMxLlz57B8%2BXKcOHECkydPBgB0794dMTExCo%2BLjo5GvXr1yo3HxMTAw8NDYWzPnj0YNGgQDh8%2BjIKCAoVlOTk58Pf3x7Vr17Bu3TpcvnwZERERGDhwIGbPno1t27YprD9x4kTEx8eX%2B/nggw%2Bq9dwQERHR60cdC/gDBw5g%2BvTpsLGxeeW6J0%2BexOrVq/Htt98iJiYGXl5emDJlCvLy8gAAK1euREJCAkJCQhAREQFBEDBv3rxq5cMCXmSzZs3CqlWrKj2yKikpwaJFizB27FhMmjQJDRs2hK6uLjp37owNGzagefPmyMjIgIeHB/744w%2BUlJTIHxsbG4uhQ4ciNjZWPvbo0SPcuHFDoYDPyMjAyZMnERgYCGNjYxw/flwhhx9%2B%2BAF5eXlYs2YNWrVqBZlMhkaNGuGdd95BUFAQmjVrVsvPChEREZH6KCgoQEhICBwdHV%2B5bkhICIYNGwZHR0cYGBjIm7GnTp1CcXExQkNDMXXqVFhYWKBRo0aYOXMmfv31V6SkpFQ5H57EKrLu3bvj999/x8qVK7FkyZJyyxMSEnD37l2888475ZZZWlpi2bJlAAAPDw/k5OQgLi4OTk5OuHfvHlJSUvDuu%2B/Cz88PhYWF0NPTQ0xMDIyMjNCxY0f5dsLDw2Fvb48WLVrA19cXoaGhGDx4sHz58ePHMXLkSOjp6ZXLoX///rXxNFQoNTUVaWlpCmOmb7wBM1NT0WICALS0FG/F1qiR%2BDEaNFC8FZu2tnQxpIilqYyMxI9haKh4KzYpXrcSv0c0by5%2BDAsLxVvR1asnfgwDA8VbsTk5iR%2BjbVvFWzFduiR%2BjEqI0TGvsKYwNYWZmVmtbH/kyJFVXjchIQE%2BPj7y%2B1paWrC3t0d8fDzs7e3x%2BPFjODg4yJe3atUKBgYGSEhIgLm5eZVisICXwLx58zB48GCMGjUK7du3V1iWlJQEAwODV3a5TUxM0K5dO0RHR8PJyQnR0dFwdnZGixYtYGpqigsXLqBbt26IiYmBu7s7tJ77wxMaGgp/f38AgJ%2BfH9auXYvk5GRYWVnJc6jKR0LPbNq0CVu2bCk3HhUVBWNj4ypvJyQkBGvWrFEYCwgIwPTp06u8jZpITU1FyKZNGD16dK29sF%2BqXz/RQ6SmpiJk9Wrp9kkCqampCNm8WfP2KSREun3q2VP0EBr7uyfhe8SiRaKHQGpqKlavlvB3Dx1Ej6Dwu9e6tejxcPGi6CHk%2B7Rqlca8nioiCLW/zdWrVVNTVCQzMxNGLzRQjIyMkJGRgczMTABAw4YNFZY3bNiwWvPgOYVGApaWlpg8eTKWLFkC4YXfWplMhtLS0nLjFfHw8EB0dDSAsukz3bp1AwB069ZNPo3mzJkzCtNnLl%2B%2BjH///RcDBw4EAFhbW6NTp07Yu3evQg7PT80BoHByart27XD37l35ssrmwFeneAeA0aNHY%2B/evQo/o0ePrtY2aiItLQ1r1qwpd6SuzrhP6oH7pB64T%2BqB%2B0TPU7amCA8Ph52dXYU/z9dMVfWquq4qdd/LsAMvkffffx/79u1DWFiYQnfcxsYGhYWFuH37NmxtbV%2B6DQ8PD/z444/IycnBH3/8gfHjxwMA3NzcsHnzZvz777%2B4d%2B8eevToIX/Mnj17UFxcjD59%2BsjHioqKkJKSgoCAAGhpacHW1haJiYkKseLj4wEAycnJ6NOnj9K/aBUxMzPT6A4DERERSUPZmsLPzw9%2Bfn61kouxsbG80/5MZmYmWrduDRMTE/n9%2BvXry5dnZWWhcePGVY7BDrxE9PT08Pnnn2PFihXIzs6Wj9vb28Pa2hqbNm0q95i0tDT4%2BPjg9u3bAIBOnTrhjTfeQFhYGAoLC%2BXzp9zc3HD16lX8%2BuuvaNu2rfwXODc3F0eOHMHixYuxf/9%2B%2BU9oaChSU1PlXXsfHx/s3r0bubm55XIQo3AnIiIi0lTt27dXuMR3SUkJ/vrrLzg6OsLa2hpGRkYKy//%2B%2B28UFhaWm2b9MizgJdS7d2906NABP/74o3xMS0sLixcvxr59%2B7B8%2BXKkp6ejuLgY58%2Bfx4QJE2BnZyefn66jowN3d3ds27YNrq6u0H56cl/jxo3RokULbN%2B%2BXWH6zJEjR6Cvr4%2BhQ4fCxsZG/tO2bVv07t0boaGhAIDx48fDwsICY8eORVxcHEpLS/HkyRP89ttvCAwMhI2NDRpJcSImERERkRry9vbG%2BfPnAQD%2B/v7Yv38/Ll%2B%2BjPz8fKxfvx56enrw9PSEtrY2Ro0ahQ0bNuD%2B/fvIyMhAcHAw%2BvXrhyZNmlQ5HqfQSGz%2B/PkKV4AByq5Us337dqxduxYDBgxAcXExrKysMHLkyHJf%2BOTh4YGIiAi89957CuNubm7Ytm2bQgEfFhYGX1/fCq8uM3z4cAQEBCAzMxONGjXCtm3bsHHjRsyZMwf379%2BHjo4ObG1tMWjQIPj7%2Byt8zFPZSazOzs4Vjtc1pqamCAgIgKnYV7uREPdJPXCf1AP3ST1wn0hKAwYMwL1791BSUoLS0lJ06FB2ovbRo0dhaWmJW7duya/z3rNnT3z88ceYOXMmHj16JP%2ByS4OnV0wKDAxEbm4u/Pz8UFxcDC8vLyyq5tnsMoFzJIiIiIiI1Aan0BARERERqREW8EREREREaoQFPBERERGRGmEBT0RERESkRljAExERERGpERbwRERERERqhAU8EREREZEaYQFPRERERKRGWMATEREREakRFvBERERERGqEBTyRmnrw4AF%2B/PFHLF26VD4WFxenwoyUp4n79DKpqamqToGIiNQQC3h67Tx69AhXrlxRdRpKOXHiBPr374/Tp08jJCQEAHD//n1MmDABhw8fVnF2NaOJ%2B/Qq/fr1U3UKpGF%2B%2BOEHhftZWVnl1pkwYYJU6UgqJydH1SkQSYYFPL02UlJSMGnSJHTv3h1jxowBUNYB9fX1RVJSkoqzq55Vq1YhODgYmzdvhkwmAwBYWFhg7dq1WL9%2BvYqzqxlN3KdXEQRB1SlUiyYWh5MmTVJ1CrVqzZo1Cvd79uxZbp2LFy9KlU6tOX78%2BEuX37x5EyNGjJAom9qhia8nkg4LeHptLFmyBCYmJjh16hS0tMp%2B9U1MTNCjRw%2BFKRvqICkpCb179wYAebELAC4uLkhOTlZVWkrRxH16lef3Ux1oYnF4/vx5VadQq148KFS3g8TKzJ07F/v3769w2W%2B//YZRo0bBzs5O4qyUo4mvJ5IOC3h6bZw5cwaLFi2ChYWFvHDS0dHBjBkzcPnyZRVnVz3NmjXD9evXy42fPn0ajRs3VkFGytPEfdI0mlocapIXDwrV7SCxMhs3bsRXX32FrVu3lhufNm0aPvjgA3z33Xcqyq5m%2BHoiZeioOgEiqbzxxhsVvkFmZWWhpKREBRnV3NixYzFp0iSMGDECJSUl2Lx5M65fv44jR45gzpw5qk6vRjRtn06fPv3KdUpLSyXIpPZoYnFYUlKC3bt3v7J4Gj16tEQZUUU6d%2B6MrVu3YvLkycjOzsb777%2BPzz//HDExMdi4cSPc3d1VnWK1aeLriaTDAp5eG25ubvj8888xa9YsAEB2djauXbuGoKAgeHp6qja5anrnnXdgZmaGsLAwWFtbIzw8HNbW1li/fr1a/iEDNG%2BfJk%2BerOoUqAqKi4uxYcOGl64jk8lYwNcBdnZ22LFjByZPnoxdu3bB3NwcYWFhaNasmapTI5IcC3h6bSxcuBCfffYZBg4cCADo2rUrZDIZfHx8sHDhQhVnV339%2B/dH//79VZ1GrdKkfbp27ZqqU6Aq0NfXx8mTJ1WdRq0pLi5GcHBwpfcBqN0njs%2BztraWF/FeXl4s3um1xQKeXhtGRkbYsGED0tPTkZSUBH19fVhZWcHQ0FDVqVXJvHnzqrzuV199JWImtUcT96mqTp8%2BjbCwMKxcuVLVqVSZpheHmsDZ2RmXLl2q9D4AODk5SZ2W0j755BOF%2B02aNMG6detw48YN6Oj8/1JmxYoVUqdWY3w9kTJYwJNGO3fuXKXLCgsLcfXqVfl9FxcXKVKqsYKCAvm/S0tL8dtvv8HKygq2trYoLS1FYmIiUlJS5J8wqANN3KeXSU5Oxt69e7F//348fPgQffv2VXVK1aKJxaGmnTi4bds2VacgCj09PYX7TZo0gZ%2Bfn4qyqR2a%2BHoi6cgETXv3InpO27ZtFe7LZDKFP9jPThrS1tZWqy93WrJkCRwcHDB8%2BHCF8e3bt%2BOff/7Bl19%2BqaLMak4T9wkoO1CMiIhAWFgY/vjjDwDAjBkz4O/vDyMjIxVnR2vWrMHw4cNhYWGh6lREc//%2Bffn7npGREerXr6/ijIhIWSzgSaMVFhbK/33y5EkcPXoU77//Plq0aAFBEHDjxg3873//w7Bhw%2BTXIFcHLi4uiI2NVfjoGCjbX3d3d7W8trWm7dOVK1cQGhqKw4cPw8jICG%2B99RZ8fX3x1ltv4cCBA7C2tlZ1ioSyk9uzsrJga2sLDw8PeHh4wNXVtVzHV51s374dzZo1g5eXFwDAwcEBpaWlEAQBLVq0wL59%2B/DGG2%2BoOMvqEwQBN2/eBAC0atWq3PLffvsNvXr1kjqtWsWDLaoqTqEhjfb8H%2BHg4GCEhoaiYcOG8jEnJycsWbIEo0aNUqsCvkGDBoiKiiqXc2xsLBo0aKCirJSjafs0YsQI%2BPj4YOPGjRrzMbi9vb3CfUEQFC599%2Bz%2B81PT6rozZ84gISEBsbGxiI2NRUhICICyA8pnBb2tra2Ks6y6Y8eO4dtvv1WYC66trY1jx46htLQUM2bMwK5du9TuGz6TkpIwZcoUJCYmAig7KNm4cSMaN26MjIwMLF26FMeOHUN8fLyKM62eFw%2B2%2BvbtqxEHWyQ%2BFvD02sjIyFCYc/1MaWkpMjMzVZBRzU2ZMgXTpk1Du3btYGVlhZKSEty/fx9Xr17F/PnzVZ1ejWjaPg0aNAgnTpxASkoK/Pz8MHDgQLU8EHle69at8fDhQ/Tq1Qve3t548803VZ1SrXBwcICDgwMmT56MwsJCXLhwAWfOnMHRo0exYsUKmJmZ4fjx46pOs0q2bduGOXPmKJxfIZPJYGlpCaBs%2BtbatWvVroD/73//izZt2mDTpk0oLCzE119/jaCgILi7u2PZsmWwtbVFWFiYqtOsFk092CJpcAoNvTY%2B/vhj/P333/D394eVlRWKi4vx4MEDhISEwNbWVu2%2Bxe/mzZvyArGwsBBmZmbo2bMnOnbsqOrUakzT9ik7Oxvh4eEICwvDzZs34enpiV9//RWHDh1C8%2BbNVZ1ejSQmJuLgwYM4fPgwDA0N4evri0GDBsHc3FzVqdWa27dvIzY2FmfPnsWFCxfw5MkT%2BfkLdZ2bmxuOHTum8Eljx44dERcXB6DsxPEePXq89AT/uqhHjx44cOAATExMAAApKSno1asXjIyM8PHHH6vldfrHjRsHb29vvP322/IxR0dH/PnnnwDKpgStXbsWu3fvVlWKVIexgKfXRn5%2BPtavX4/IyEg8ePBAoUD89NNP1eZyks8rKipCamoqZDIZzM3Noa2treqUlKaJ%2BwQA8fHx8jnxOjo6GDJkCIYPHw47OztVp1Zjf/75Jw4dOoSIiAjY2trC19cX3t7eavdaSk9PR2xsLGJiYhAbG4vMzEx07twZXbt2hZubGxwcHNTmWzKdnJzKXcnkeYIgVHi1k7ru%2BcL2mQ4dOuC3336TF/XqRlMPtkgaLOCJ1FBWVhYWLVqEyMhIFBcXAyj7QprBgwdj4cKF0NfXV3GG1aeJ%2B1SRJ0%2Be4JdffkFoaCguXryoVvPFK1NaWorDhw9j1apVePjwYblCqy4bMmQI7t69i06dOsHZ2Rldu3ZFp06dyp1MrS68vb2xfv36Suftx8XF4bPPPsMvv/wicWbKqaiAr2hMnWjqwRZJQz3foYhqKCoqCr/88guSk5Mhk8nQvHlzvPXWW%2BjSpUCCxZoAACAASURBVIuqU6uWxYsXIy0tDWvWrIGNjQ2AsqkNGzZsQFBQkFrOGdfEfaqIgYEBhg4diqFDh%2BLWrVuqTkcpWVlZOHLkCA4ePIibN29iwIABandt7mbNmuHevXu4e/cuLCws8ODBA2RlZaFx48aqTq1G%2Bvfvj2%2B%2B%2BQZr164t9%2BlVfn4%2BvvzyS435XgV1Z25ujlu3blV6sBUfH4%2BmTZtKnBWpC3bg6bWxbds2rFixAp6envIC8ebNm/j1118RHByMfv36qTjDqnNxcUFERES5j45TUlIwZswYnDp1SkWZ1Zym7dPp06ertF6PHj1EzqR2FRYWIjIyEgcOHMAff/wBd3d3%2BPn5wdPTU20vvVhSUoI///xTPoXmzz//hK2tLdzc3NCtWze4urqqzbSgnJwcjBkzBvn5%2BRg1ahRsbGxQUlKCxMRE7N69G02bNsXPP/8MAwMDVadaLe3atSt34PHLL7%2BUG1Onb2INDg7G33//XenB1tixY%2BHl5YXAwEAVZUh1GQt4em306dMHy5Ytg5ubm8L477//jqCgIISHh6sos%2Bpzc3PDqVOnyl1eLD8/H56enmpzwt3zNG2fXvwSsYqo2yUX582bh5MnT6Jt27bw9vaGj4%2BPRn4ZVV5eHs6fP49z584hIiIC9%2B7dU6svesvNzcXGjRsRGRmJpKQkyGQy2NrawsfHB%2BPHj8eTJ08U5l2rg3nz5lVpva%2B%2B%2BkrkTGrPqw62LCwssG3bNrU72CJpsICn14aTkxPOnz9frtNRUlICV1dXXLhwQUWZVd/UqVNhZGSE2bNnyzvW6enpCAoKQmpqKn788UcVZ1h9mrhPmqZt27byL5d52UmdJ06ckDCr2vXgwQOcPn1afhWa9PR0ODo6YseOHapOTSmCIODMmTMIDQ1FZGSkWs8d1ySvOthS10%2B1SHws4Om14efnhxkzZpT7oqDffvsNQUFBOHjwoIoyq76UlBR89NFHuHr1qryTlp2djVatWmHdunVqeYlCTdynV3nxi5DqurNnz1ZpPVdXV5EzqT25ubn4448/EBMTg%2BjoaPz7778wNzdHjx494OHhAXd3d7W%2Bfv%2B9e/ewd%2B9e7Nu3D2lpafDy8sLw4cPRs2dPVadWI9nZ2YiKisKdO3cgk8nQqlUr9OjRA/Xq1VN1aqLIzs5Wu09LSBos4Om1ERkZiZkzZ8Ld3V3%2BNdw3b95EdHQ0li5dirfeekvFGVbftWvXkJycjMLCQlhbW6NDhw6qTklpmrRPR44ckX8B0JAhQ%2BTftggA//zzD%2BbPny//5k9Sjfbt20NbWxvOzs7yb15t3bq1qtNSyrPzFPbs2YOzZ8/C0dER8fHx2LNnT5WmdtVVoaGhWLZsmfwCBIIgIDk5Gdra2li0aBF8fHxUnWKtiY2NxZ49e3DixAl%2BWkIVYgFPr5Vr165h79698gKxefPmGDJkCDp16qTq1KotNjYW5ubmaNmyJQDg/PnzKCgoQPfu3VWcWc1p0j7t3LkT3377LQYNGoSioiJERERg6dKl8sv8bdy4Ef3791erk%2B6AsktGhoaGIiIiQt4FbdmyJXx8fDBkyBBVp1dtv/76K7p27aoxX1f/n//8B4cOHUKjRo3g6%2BsLPz8/WFtbw8nJCQcOHIC1tbWqU6yR6OhoBAYG4rPPPsPw4cPlUyGLi4uxf/9%2BLF%2B%2BHN9//z1cXFxUnGnNadqnJSQygeg1UlpaKuTl5cnvZ2RkCMXFxSrMqGa2bt0qdO7cWYiJiZGPRUZGCq6ursK2bdtUmFnNado%2BDR48WIiKipLfP3HihNC/f39h8ODBQt%2B%2BfYXff/9dhdnVTEFBgfDuu%2B8Kzs7Owpdffils3rxZ%2BOmnn4QvvvhC6Ny5s/Dhhx%2Bq5evpzp07wo4dO4QdO3YIqampCsuePHkifP311yrKrPrs7OyEjz/%2BWLh9%2B7bCeKdOnYQ7d%2B6oKCvlTZgwQdi7d2%2Bly3fu3ClMnDhRwoxqR0FBgXD48GFh/PjxQrt27QR/f3%2Bhffv2wtWrV1WdGtVxLODptXH16lXBy8tLOHz4sHzsf//7n%2BDp6al2b5ZeXl4V5nz9%2BnWhd%2B/eKshIeZq2T506dRJKSkrk9wsKCgR7e3shODhYePLkiQozq7n169cLo0aNEtLT08sty8rKEnx9fYUff/xRBZnVXGxsrODo6Cj069dP8PLyEpycnIS4uDhBEAThzJkzQr9%2B/YS%2BffuqOMuq%2B/3334UZM2YIHTt2FEaPHi3s2LFDyMjIUPsC3sXFRcjPz690eV5enuDi4iJhRspbsmSJ4OrqKvTv319YvXq1/P9H3f%2BvSBr8Iid6bSxevBjDhw9XOIn1nXfeQXFxMZYsWaJWV5nIyMiQTzN5npWVFdLT01WQkfI0bZ9KS0uhpaUlv6%2BnpwddXV3MmjVLhVkp59ChQ/jmm29gbGxcblnDhg2xdOlSzJ8/H5MmTVJBdjWzevVqBAQEYPLkyQCAtWvX4r///S9sbGywf/9%2BTJgwAdOmTVNxllXXo0cP9OjRAxkZGQgPD8eOHTuwbNkylJaW4syZM7CwsFDLb5ktKip66eUU9fX1UVhYKGFGytu%2BfTsGDRqEGTNmaORJ%2BiQurVevQqQZrl%2B/jilTpij8EdDT08PEiRPV6lrcAODs7Izg4GA8fvxYPvbw4UMsX74cjo6OKsys5jRxnzTN3bt34eDgUOnyDh06IDk5WcKMlPf3339j3Lhx8vvvvfcezp49i8TEROzduxcff/z/2rv3uKjq9A/gnxEFEUoyGU3RInMDlYuoyFVBKckCNXUlMUNF1pfUqrF5CTUJy7YCMfUluuKieAsvUWhKoV24DJeEYCXKNs0GgXUVBEVgYJjfH67zk6tc53AOn/dfnMsfn/NykGfO%2BZ7neRMGBgYCJmyfxx57DH5%2BfoiPj8fBgwcxa9YsbNmyBZMmTcIHH3wgdLw2MzMzQ25ubrPHs7KyMHToUB0m6ri9e/dCrVbDy8sLPj4%2BOHLkCG7duiV0LBIJ8X0NJ2onuVyOrKysRi85paSkNJr%2B2d1t2rQJb7zxBg4cOABjY2PU1dWhoqIClpaWiIyMFDpeu0jtmjQaDX7//XdoHugT0NS%2B5saod0d9%2BvTB3bt3m23ZV1FRIbq7uyqVql6BbmxsDH19fVE9kXsYW1tb2NraIjg4GKdPn8aJEyeEjtRmL730EkJDQ7Fnz55GT4D%2B%2B9//Yv369aLrJCbVpyWkG%2BxCQz3G559/jk2bNsHJyQlmZmaoq6vDlStXkJGRgY8//hjPP/%2B80BHbLD8/H3/88Qd69eqFYcOGibpF3H1SuSYLCwvIZDI09V/s/f1im8S6ZMkSTJ8%2BHbNnz27yeHR0NL799ltER0frNlgH2NjYNGrT19Q%2BElZNTQ0CAgKQm5uLF198sd7U0oSEBIwfPx67du1Cnz59hI7aIT/%2B%2BCOOHTuGM2fOoG/fvvD29sbatWuFjkXdEAt46lEuXryIzz//XDvxbtiwYXj55ZdFWyRS93Xt2rVWnSemx/4KhQKBgYFYs2YN5syZo23lp1KpcOTIEYSHhyMyMhKOjo4CJ209FvDiUVdXh7i4OHz11Vf4448/ANx7guXp6YmXXnpJVEPRHubu3bvapyVHjx4VOg51QyzgiYgEUlBQADMzM6FjtMnJkye1j/mHDh2K2tpaFBYWwtDQEG%2B//TZmzJghdMQ2sbCwwMCBA%2Bvtu3HjRqN9ycnJuoxFDSQnJ8Pe3h76%2BvpCR%2Bk0Pj4%2B2uFh1tbWQschkWEBT5JXXl6O2NhY%2BPv7o7KyEhEREThz5gxKSkowePBgzJ49GwEBAdq7iUSdwcvLC/Hx8drtAwcOYOHChfXOEeud3jt37iA5ORlKpRLAvbugzs7OohyG9Nlnn7XqvFmzZnVxEmrJqFGjoK%2BvjwkTJmDSpElwdXXFU089JXSsDtmyZQsUCgV%2B/fVX9O/fH87OznB1dYWLi0ujL5BEDbGAJ8lbsWIFevfujbCwMGzYsAEZGRlYvHgxhg4dioKCAkRHR2Pq1Kl46623hI7aKe6vrZYSMV6TtbV1va4ZTRXrDc8Ri1u3bsHExKTePqVSKdopn9T93b59GwqFAgqFAqmpqbh69SrMzMzg4uICV1dXODo6NvtydXdXUlKClJQUKBQKpKWlobCwEJaWltq782KeLktdhwU8Sd748eORmJgIExMTODs7IyYmpl6/caVSiTlz5iA9PV3AlG0zbdo0JCQkNNpfXl6OadOmQaFQCJCqY6R2TQ0L9qaKdbHdgVepVFi6dCmGDx%2BO0NDQesdefPFFWFhYICwsTKB07RMSEoJ33nlHu52fnw9LS8t65zT32SThFBYWIjU1FWlpacjMzERJSQns7Oywf/9%2BoaN12NWrV/Htt9/i0KFDUCqVonrRnXSH/YlI8vT09FBTUwMAMDQ0hKmpab3jhoaGqK2tFSJam92/%2B3Tt2jWEh4c3Ol5QUCC6YSZSvKamiO0JQlN27dqF0tLSJvuIR0dHY/HixTh48CAWLFggQLr2OXnyZL0C3sfHp9GXqqKiIl3HoocYMmQIXnrpJcjlcjzxxBNISEhAZmam0LHaraamBllZWdovJXl5eTA3NxfV7xLpFgt4krwZM2Zg1apVWL9%2BPV5//XWEhIRg1apVeOSRR5Cfn4/w8HC4ubkJHbNV%2Bvfvj7t370KtViM7O7vR8b59%2B2Lz5s0CJGs/KV6TVJ09exbvv/8%2BnnjiiUbHTE1N8c477%2BDdd98VVdHR8CF0c20/SXh1dXXIzc1FamoqUlNTkZubCzMzMzg4OCAoKAgTJ04UOmKb5Ofna6/lwoULMDU1haOjI1577TU4ODiIbj4J6RYLeJK81atXIywsDK%2B88gpqa2uh0Whw%2BvRp7XEPDw%2BEhIQImLD1Ro0ahVGjRkEmk2H9%2BvVCx%2BkUUrwmqSouLm6xW8bYsWNFN4m1YXHOYr17Wr58OX744QcMGDAAdnZ2mDt3LsLDwyGXy4WO1m6zZs2CkZERZs2ahXfeeQfDhw8XOhKJCAt4krzevXtjzZo1WLlyJfLy8lBcXAwAGDhwIEaMGIHHH39c4ISto1AotP213dzcWmxr5%2BLioqtYHSLFa7qvurq6XuaG2wBEtzRIX18flZWVMDY2bvJ4WVkZJ0dSl1AqlaitrcXQoUMxbNgwDB8%2BXDT/dzfnk08%2BQWpqKpKSknDixAnY2dnBwcEBjo6OGD16NL9MUov4EitRA931xcIHX4JsafCUmKZ7SvGa7pNie8Lly5fD3t4efn5%2BTR7/4IMP8PvvvyMyMlK3wTqg4e87Bzt1Xzdv3tQuOUlLS0N5eTkmTJigLXqfffZZoSO22/2XchUKBdLT01FTUwN7e3s4ODjA19dX6HjUDbGAJ2pArK39iLpabm4uFi5ciAULFsDX11e7Fv7q1auIiopCXFwcDh48KKqhNKNGjcILL7yg3T5z5ky9beDe2v%2B8vDxdR6OHuHLlirYLTVZWFmpqapCSkiJ0rA6rqKjAiRMnEBMTg4KCAtHdvCDd4LNOogbE8NiypW4LMpkMgwYNEl1Pbile05dffokRI0Zo7wwqFAps3boVlZWVmDp1KlasWCGKz9t91tbW%2BOSTT7Bp0yZERUWhb9%2B%2BqKurg0qlgpmZGSIjI0VVvAOAt7d3vX%2BDpibJent76zIStUJNTQ2Ki4tRVFSEwsJC3Lx5U7RLajQaDXJzc5GSkoKUlBTk5OSgX79%2BcHBwQEBAgNDxqJviHXiiBsTwuHzMmDFQq9WNOmbIZDLt0KMRI0Zg27ZtGDFihEAp20Zq13Ts2DFs2bIFO3bsgJOTE0pKSjB16lTtY/HDhw9j/vz5WLRokdBR26yurg4XL17UvrD61FNPwdLSUlRfRh5UUFCApKQk6OnpYfLkyRg0aJDQkagJv/zyC1JTU5GSkoILFy5ArVZj3Lhx2oFHI0eOFDpimxw5cgSpqalIT0/H7du3MWrUKO212Nracjo4tYgFPFEDYijgFQoF9u7di8WLF8PKygq9evVCbm4u9u/fD39/fwwePBh79uyBUqlEdHS00HFbRWrX5O3tjZUrV2LKlCkAgJiYGOzevRvfffcd9PT0kJ2djY0bNyI%2BPl7gpD1bZmYmAgICIJfLoVarUVpaiujoaFhZWQkdjR7g7OyMkpISDBs2TFvkTpw4EYaGhkJHazcnJyc4OzvD1dUVLi4ubBtJbcICnqgBMRTwL7zwAmJiYjBw4MB6%2B69fv46//OUv%2BOyzz1BVVYVJkyYhIyNDoJRtI7VrsrGxQVZWlvYu2rJly2BqaqqdYHr/7uGPP/4oZMw2efXVVx96l10mk4lqGuaCBQswdepU7ZOQqKgoJCUlieJLYk9y6NAhuLq6SrLV4q1bt2BiYlJvn1KpFN2SQdItroEnEqHCwkLU1dU12i%2BTyXD58mUAwO3bt0XV0k9q16Svr4%2B6ujro6elBo9EgOzsbb7/9tvZ4XV0devXqJWDCtnv55ZebPVZeXo69e/eivLxch4k67pdffkFUVJR2%2B5VXXsGePXsETERN8fX1RXZ2NmQymbawvXTpEnbt2qV9p2Tu3LkCp2wblUqFpUuXYvjw4dov9vctW7YMFhYWCAsLEygddXfi%2BEtIpENieCjl5uYGPz8/%2BPj4YOjQoejduzcKCwtx9OhRjBs3DiqVCosWLYKHh4fQUVtNatf01FNPITMzE05OTjh37hzu3LlTrw98bm5ukxNNu7PmWl6eOHECu3fvhpWVFYKDg3WcqmNUKhUMDAy02/369UNVVZWAiagpiYmJWLVqFbZu3Yphw4ahoqICfn5%2BGDx4MOzs7BAWFgY9Pb0Wv2R2N7t27UJpaSk%2B%2BOCDRseio6OxePFiHDx4UFSTjUmHNEQSt3jx4jadf%2BPGjS5K0nkqKys1oaGhmueff15ja2ursbGx0bi7u2vWrVunKS0t1Wg0Gs3OnTs11dXVAidtPaldU1xcnGbcuHGagIAAjZ2dnWbdunXaYzk5OZoXXnhBs337dgETdlxeXp7mz3/%2Bs%2Ba5557TnD9/Xug47WJtbd2qfSSsuXPnao4fP67djo2N1djb22sqKio0Go1G8/3332tmz54tVLx28fT01GRlZTV7PDMzU%2BPl5aXDRCQmXANPkieGNe0kTWfPnoVCoYC5uTnmz58PfX19AEB4eDiuX7%2BOzZs3i2ZJ0IPKysoQFhaGU6dOwd/fH/7%2B/tprE5sxY8Zg48aN9Z68hYaGNto3b948IeLR/4wdOxbp6enaz9mKFStgYGCADz/8EAC0g4%2Bys7OFjNkmY8eOxQ8//NBstxm1Wo0JEyYgKytLx8lIDMT3l4Oohzp%2B/DjmzJkDAPj0009bPFcsxYYUr%2BlBnp6e8PT0bLT/zTffFCBN5zh69CgiIiJgb2%2BPU6dOYciQIUJH6hC5XN5ocmzDfTKZTJSfPymRyWT1Ct0LFy5gxYoV2m2xvU8C3HtPprKyEsbGxk0eLysrE%2BUXfNINfjJI8tRqNWJjYx%2B6tr27/4Heu3evttjdvXt3s%2BeJqdiQ4jW1pKysDGfOnEFVVRU8PDxgZmYmdKQ2mT17NoqKihAUFARnZ2cA914%2BbkhMRf358%2BeFjkCtYGZmhry8PFhbWyMzMxM3b96Ek5OT9vivv/4KU1NTARO23bhx43D8%2BHH4%2Bfk1eXzPnj2ws7PTbSgSDS6hIcmzsLB4aEEhk8lw7tw5HSWinuD69evYuHEjrly5Ai8vL8yfPx8zZ85Enz59ANxrHRcVFQVbW1uBk7aehYWF9uf7A7YakslkHP1OnS46OhoHDhyAm5sbEhMTMXr0aOzatQvAvUFcq1evho2NDdasWSNw0tbLzc3FwoULsWDBAvj6%2Bmpfar969SqioqIQFxeHgwcPim66MekGC3iSPKmsgY%2BLi2v1uTNnzuzCJJ1Hitd0X1BQEG7evInnnnsOX3zxBYyMjDB%2B/HgsX74cAPDPf/4T3333HfuNE7XSvn37kJqaCnNzc7zxxht49NFHAQCbN2/GL7/8gsjISBgZGQmcsm2%2B//57bNq0CUVFRejbty/q6uqgUqlgZmaGkJCQek8ZiB7EAp4kTyoF/IMtCIF7fbdramrw6KOPQqPRoLy8HH379sWgQYOQkJAgUMq2keI13efi4oLPPvsMpqamUCqVeP7555GZmald76pSqeDi4iKKoVRE3VlFRYXoCvcH1dXV4eLFiygoKABwrwWtpaXlQ4emUc/GNfAkeVL5jpqcnKz9%2BdixY8jLy8OKFSvw2GOPAbi3ZCMiIgJjx44VKmKbSfGa7rtz5452Te6wYcPQu3fvei%2Br6evro7q6Wqh47RIeHt6q88T8ki51b5WVlZDJZOjbt6923/3i/eeff663zEssevXqBWtray6VoTZhAU%2BSFxAQgKKiItENzWnJjh07kJCQUO%2BPmFwux9tvv43p06eLbiIhIL1ravjFUYxdMhpqTYs%2B3jWkrlBSUoLVq1dDoVBAo9HAw8MDf//732FoaAiVSoUdO3Zg3759uHjxotBRW%2B3VV1996O%2BLTCbD/v37dZSIxIQFPEnewYMHsXPnTpibm8PV1RWurq6wt7cXbd9qAKiqqkJRURHMzc3r7b9586bo7ureJ7Vratj9qKluSGq1Wqh47RITEyN0BOqhPv74Y6hUKhw4cAAqlQrbtm3D1q1bMW3aNAQHB0OtVmtfahWLlqbGlpeXY%2B/evSgvL9dhIhITroGnHiEvLw8KhQIKhQIXLlwAAEyYMEFb0DcsGru70NBQJCQkwMvLC2ZmZlCr1SgqKsLp06fh5uaGd999V%2BiIbSa1a5oyZUqrzmMbQ6KHc3Nzw6FDhzB06FAA9zq1eHl5AQD8/PwQGBgIAwMDISN2mhMnTiAsLAxWVlYIDg7G8OHDhY5E3RALeOpxVCoVLly4gLS0NGRmZiIvLw9yuRxff/210NFaTa1W4/jx40hMTERxcTFUKhXkcjkmTZoEPz8/batCMZHiNVVXV%2BP69esYNmxYvf1ZWVmwsbFpdgJjdzVlypRWLZFhS1bqbE01IxgzZgzi4uLwzDPPCJSqc/30008ICQlBaWkp1q1bB3d3d6EjUTfGAp56pKtXr0KhUCAjIwMXLlxAVVUV0tPThY5FElJWVob58%2BfDxsYG77//fr1jL7/8MoyMjBAVFSWqpVxHjx7V/qzRaPDee%2B9h/fr1jc7z8fHRZSzqAZoq4KXSYaysrAxhYWE4deoU/P394e/vL6r/F0gYLOCpRygpKYFCoUBqaioUCgVu3bqFcePGYeLEiXBwcMDo0aP58h11qvfeew8///xzk72pKysrsXTpUjg6OiIwMFCghB0nlQKKuj%2BpFvBHjx5FREQE7O3tsXbtWlFNMSZh8SVWkjxvb29cu3YNtra2sLOzw4cffghbW1v07s2PP3Wdb775Bjt27GiyP7WhoSGCg4Px5ptvirqAJ9KV2traRm1Mm9onphams2fPRlFREYKCguDs7AwAKCwsbHQei3pqCisYkrwhQ4agsLAQ165dwxNPPIHi4mKUlZXh8ccfFzoaSdjNmzfx7LPPNnvcwsICxcXFOkxEJF52dnaN2pg23Ce2p6h5eXkAgA0bNjR7jkwmQ35%2Bvq4ikYhwCQ31CGq1Gjk5OdolNDk5OTA3N4eDgwMcHR1hb29fb8iOGGVnZ2PMmDGifNlTipydnREfH48BAwY0efw///kPZs2ahdTUVB0n6zxSWMJARCRGLOCpR7p79y5%2B%2BOEHZGZmIiEhAYWFhaIaANIUR0dHfP7555DL5UJHaZPy8nLExsbC398flZWViIiIwJkzZ1BSUoLBgwdj9uzZCAgIEF3Hlr/97W8YMmRIs4/0g4KCoNFoWj3dtDv49NNP622HhoZi48aNjYZWzZs3T5exiESpNb/7MpkMq1at0kEaEhsuoaEep7i4GMnJydouNCUlJbCxsRE6Vqu01MavrKwM8%2BbNQ69evUTVxm/Dhg3a9xHef/99ZGRkIDAwEEOHDkVBQQGio6Nx584dvPXWWwInbZvAwEDMmTMHSqUSvr6%2BMDc3h1qtxr///W/s27cPOTk5iI2NFTpmm%2BzevbvetlwuR2RkZL19MpmMBTx1OgsLi1YtkRHTchNONqaO4B14kryKigqkp6cjNTUVKSkp%2BP333zFo0CC4uLjA1dUVTk5OeOSRR4SO2SqBgYHIyMjAkiVLYGdnp92v0WgQGBiIzZs3Y8CAAbC3txcwZduMHz8eiYmJMDExgbOzM2JiYvD0009rjyuVSsyZM0eUbT7z8/MRGhqKrKws7R9ijUYDe3t7BAcHt7hGnoj%2BX1JSkvZnjUaD5cuXNzl51dXVVZexiATDO/AkeRMnToSenh7s7Owwd%2B5cuLq6YuTIkULHapedO3fim2%2B%2BwebNm3H16lW89dZb2jXWvXv3xtixYzFo0CCBU7aNnp4eampqANzrzmJqalrvuKGhIWpra4WI1mGWlpY4fPgwSkpKoFQqIZPJMHz4cJiYmAgdrV1aM8hJJpMhMTFRR4mop2hYmOvp6bFYpx6NBTxJ3o4dOzBx4kQYGhoKHaVTuLu7w9HREdu3b4e3tzfeeOMNUS9ZmDFjBlatWoX169fj9ddfR0hICFatWoVHHnkE%2Bfn5CA8Ph5ubm9AxO2TAgAHNvswqJgEBAdqfWxrkREREXYtLaKhHUCqVSE5OBgB4eHjUu8tbXV2NiIgIrFmzRqh47Xbp0iWEhIRArVbj0qVLOHPmjOjuwNfW1iIsLAxHjx5FbW0tNBoN1Gq19riHhwe2bNki%2Bi5BUsQuNCQUfvaop2MBT5KXlpaGZcuWQS6Xo7a2Frdu3cL%2B/fthZWWF9PR0bNiwARqNBl9//bXQUdvt2LFjiI%2BPx7Zt2/DYY48JHaddqqurkZeXp%2B2NPnDgQIwYMYL9%2BrsxFlEkFH72qKdjAU%2BS5%2BvrC3d3d/j7%2BwO4t448PT0dTz75JOLi4rBo0SIEBgbCwMBA4KSdT4p/5KR4TWLFfwvS2RddywAACjBJREFUlYYtF6OiorBkyZJG54lpEitRR3ANPEnepUuXsG/fPu32a6%2B9hu3bt6O2thYnT54U7QutrSHF7%2BdSvCYiatnDprACbLlIPQsLeJI8lUpV7%2B66sbEx9PX1cfjwYQFT6YYU/6BJ8ZrEouEgJ7VajdjYWA5yoi4XExMjdASiboUFPPVILAKJ2o6DnEgozQ1yMjAwwJ/%2B9CesXbu23mwMIqljAU9ERK1y/vx5oSNQD/WPf/yjyf23b99GdnY2Fi9ejO3bt7M3PPUYLOBJ8qqrq%2BHi4vLQfffbTBIRUffSUmE%2Bffp0WFhYYM%2BePSzgqcdgAU%2BSt2XLFqEjEBFRF5o%2BfTo%2B%2BugjoWMQ6QwLeJK8WbNmCR1BMFLs2CLFayIiImqLXkIHIOpqISEh9bbz8/MbnTNt2jRdxdGpb775RugID%2BXi4oJ169bhyy%2B/RHl5%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%2BmpgZBQUHNbgNAbW2trmN1irKyMnz55ZeIj4/H5cuXMW3aNMyYMUPoWG3y%2Buuvw8jICLNmzcLChQsxfPhwoSMRERF1a7wDT5K3du3aVr2kKpaBTyqVComJifjiiy%2BQnp4OJycnzJgxA25ubtDX1xc6Xpv99NNPSElJgUKhQHZ2NuRyORwdHeHo6IiJEyfCxMRE6IhERETdCgt46hEKCgqQlJQEPT09TJ48WbQvfK5btw7nz5%2BHhYUFPD09MX36dPTv31/oWJ1GpVLhwoULUCgUSEtLQ35%2BPkaOHAkHBwesXr1a6HhERETdAgt4krzMzEwEBARALpdDrVajtLQU0dHRsLKyEjpam1lYWKB///4wMjJq8anCuXPndJiqa1y%2BfBnff/89Dh06hIKCAnahISIi%2Bh8W8CR5CxYswNSpU7Fo0SIAQFRUFJKSkhAdHS1ssHbIyMho1Xn29vZdnKTzlZaWQqFQICUlRftC6zPPPKMd6uTo6Ch0RCIiom6BBTxJ3oQJE5CcnAwDAwMAwN27d%2BHu7o709HSBkxEAfPzxx0hNTcXPP/8MIyMjODo6wtXVFZMmTRLtUiciIqKuxC40JHkqlUpbvANAv379UFVVJWCi9tuxY0eT%2B/v27Ytnn30Wrq6uOk7UcQqFApMmTUJwcDBsbW3ZNpKIiOghWMATiUhSUlKT%2B2/fvo0//vgDjo6O2Lp1q6gGOZ04cULoCERERKLCAp4kT61WIzY2Fg%2BuFmtq37x584SI1yaffvpps8dKSkoQFBSEbdu2ITg4WIepOmbKlCmtavMphRdziYiIOgPXwJPkTZky5aHnyGQySRSIv/32G5YvX46EhASho7Ta0aNHtT9rNBq89957WL9%2BfaPzfHx8dBmLiIio22IBTyQhdXV1GDduHLKzs4WO0m42NjbIyckROgYREVG31UvoAETUea5cuQK5XC50DCIiIupCLOCJJEKpVGLDhg3w8vISOgoRERF1Ib7ESiQiLi4uTe6vqqpCRUUFXFxcsHTpUh2nIiIiIl1iAU8kIm%2B%2B%2BWaTHVv69OmDp59%2BGqNGjRIgVcc07KzTVIcgQBxdgoiIiHSBL7ESkaB6UpcgIiKizsACnkhE4uLiWnXezJkzuzgJERERCYUFPJGIvPrqq80ek8lkuHz5Mm7evIn8/HwdpiIiIiJd4hp4IhGJiYlpcn9paSnCw8Pxr3/9C3/96191nKpjOImViIiobVjAE4nckSNHsG3bNtjb2%2BP06dMYMmSI0JHaJCAgQPtzS5NYiYiI6B4uoSESqR9//BHvvvsuqqurERwcDCcnJ6EjdQpOYiUiImoZ78ATiUxJSQk%2B%2BugjfPXVV1i%2BfDlee%2B019O7NX2UiIqKegpNYiUTkwIED8PT0RE1NDc6ePYslS5aweCciIuphuISGSEQsLCxgYmKCkSNHtvji54EDB3SYqnNxCQ0REVHLeOuOSES2bNkidIROx0msREREbcM78EQkKE5iJSIiahsW8EQio1QqkZycDADw8PCAqamp9lh1dTUiIiKwZs0aoeIRERFRF2MBTyQiaWlpWLZsGeRyOWpra3Hr1i3s378fVlZWSE9Px4YNG6DRaPD1118LHZWIiIi6CAt4IhHx9fWFu7s7/P39AQA7d%2B5Eeno6nnzyScTFxWHRokUIDAyEgYGBwEmJiIioq7CAJxKRCRMmIDk5WVug37lzB%2BPHj4ednR1CQkIwcuRIgRMSERFRV2MXGiIRUalU9e6uGxsbQ19fH4cPHxYwFREREekSBzkRiVxL/eCJiIhIeljAExERERGJCNfAE4mIhYUFBg4cWG/fjRs3Gu2732aSiIiIpIdr4IlERIqTWImIiKhteAeeiIiIiEhEuAaeSERCQkLqbefn5zc6Z9q0abqKQ0RERAJgAU8kIidPnqy37ePj0%2BicoqIiXcUhIiIiAbCAJxKRhivemloBx7aSRERE0sYCnkhEGhbnLNaJiIh6HhbwREREREQiwgKeiIiIiEhE2AeeSERqamoQFBTU7DYA1NbW6joWERER6RALeCIRmTFjRovbAODt7a2rOERERCQADnIiIiIiIhIR3oEnEpmCggIkJSVBT08PkydPxqBBg4SORERERDrEO/BEIpKZmYmAgADI5XKo1WqUlpYiOjoaVlZWQkcjIiIiHWEBTyQiCxYswNSpU7Fo0SIAQFRUFJKSkhAdHS1sMCIiItIZFvBEIjJhwgQkJyfDwMAAAHD37l24u7sjPT1d4GRERESkK%2BwDTyQiKpVKW7wDQL9%2B/VBVVSVgIiIiItI1FvBERERERCLCLjREIqJWqxEbG4sHV741tW/evHlCxCMiIiId4Bp4IhGZMmXKQ8%2BRyWQ4d%2B6cDtIQERGREFjAExERERGJCNfAExERERGJCAt4IiIiIiIRYQFPRERERCQiLOCJiIiIiESEBTwRERERkYiwgCciIiIiEhEW8EREREREIsICnoiIiIhIRP4PLADZplLID74AAAAASUVORK5CYII%3D\" class=\"center-img\">\n",
              "</div>\n",
              "    <div class=\"row headerrow highlight\">\n",
              "        <h1>Sample</h1>\n",
              "    </div>\n",
              "    <div class=\"row variablerow\">\n",
              "    <div class=\"col-md-12\" style=\"overflow:scroll; width: 100%%; overflow-y: hidden;\">\n",
              "        <table border=\"1\" class=\"dataframe sample\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>PERWT_6code</th>\n",
              "      <th>PERNUM_4 digit code</th>\n",
              "      <th>HHW_6 digit code</th>\n",
              "      <th>CBSERIAL</th>\n",
              "      <th>HHINCOME</th>\n",
              "      <th>PERWT</th>\n",
              "      <th>RELATE</th>\n",
              "      <th>SEX</th>\n",
              "      <th>AGE</th>\n",
              "      <th>MARST</th>\n",
              "      <th>RACE</th>\n",
              "      <th>BPL</th>\n",
              "      <th>EDUC</th>\n",
              "      <th>CLASSWKRD</th>\n",
              "      <th>UHRSWORK</th>\n",
              "      <th>INCWAGE</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>54</td>\n",
              "      <td>1</td>\n",
              "      <td>54</td>\n",
              "      <td>2017000762619</td>\n",
              "      <td>21600</td>\n",
              "      <td>54</td>\n",
              "      <td>Head of house</td>\n",
              "      <td>Male</td>\n",
              "      <td>42</td>\n",
              "      <td>Married, spouse present</td>\n",
              "      <td>White</td>\n",
              "      <td>Florida</td>\n",
              "      <td>No school</td>\n",
              "      <td>NaN</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>206</td>\n",
              "      <td>1</td>\n",
              "      <td>207</td>\n",
              "      <td>2017000968678</td>\n",
              "      <td>0</td>\n",
              "      <td>206</td>\n",
              "      <td>Head of house</td>\n",
              "      <td>Male</td>\n",
              "      <td>48</td>\n",
              "      <td>Married, spouse present</td>\n",
              "      <td>White</td>\n",
              "      <td>Mexico</td>\n",
              "      <td>No school</td>\n",
              "      <td>NaN</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>68</td>\n",
              "      <td>1</td>\n",
              "      <td>68</td>\n",
              "      <td>2017000792249</td>\n",
              "      <td>89300</td>\n",
              "      <td>68</td>\n",
              "      <td>Head of house</td>\n",
              "      <td>Male</td>\n",
              "      <td>68</td>\n",
              "      <td>Married, spouse present</td>\n",
              "      <td>White</td>\n",
              "      <td>Mexico</td>\n",
              "      <td>No school</td>\n",
              "      <td>NaN</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>77</td>\n",
              "      <td>1</td>\n",
              "      <td>78</td>\n",
              "      <td>2017001115881</td>\n",
              "      <td>18000</td>\n",
              "      <td>77</td>\n",
              "      <td>Head of house</td>\n",
              "      <td>Male</td>\n",
              "      <td>69</td>\n",
              "      <td>Married, spouse present</td>\n",
              "      <td>White</td>\n",
              "      <td>North Carolina</td>\n",
              "      <td>No school</td>\n",
              "      <td>NaN</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>80</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2017000912944</td>\n",
              "      <td>56920</td>\n",
              "      <td>80</td>\n",
              "      <td>Head of house</td>\n",
              "      <td>Male</td>\n",
              "      <td>69</td>\n",
              "      <td>Married, spouse present</td>\n",
              "      <td>White</td>\n",
              "      <td>Texas</td>\n",
              "      <td>No school</td>\n",
              "      <td>NaN</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "    </div>\n",
              "</div>\n",
              "</div>"
            ],
            "text/plain": [
              "<pandas_profiling.ProfileReport at 0x7fa53ab1b588>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 12
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "0Jxce4KsejwC",
        "colab_type": "code",
        "outputId": "2e615efa-b582-4f92-8376-39add272303c",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 884
        }
      },
      "source": [
        "!pip install plotly # Plotly is a pre-requisite before installing cufflinks\n",
        "!pip install cufflinks"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Requirement already satisfied: plotly in /usr/local/lib/python3.6/dist-packages (4.1.1)\n",
            "Requirement already satisfied: six in /usr/local/lib/python3.6/dist-packages (from plotly) (1.12.0)\n",
            "Requirement already satisfied: retrying>=1.3.3 in /usr/local/lib/python3.6/dist-packages (from plotly) (1.3.3)\n",
            "Requirement already satisfied: cufflinks in /usr/local/lib/python3.6/dist-packages (0.17.0)\n",
            "Requirement already satisfied: numpy>=1.9.2 in /usr/local/lib/python3.6/dist-packages (from cufflinks) (1.17.4)\n",
            "Requirement already satisfied: ipywidgets>=7.0.0 in /usr/local/lib/python3.6/dist-packages (from cufflinks) (7.5.1)\n",
            "Requirement already satisfied: plotly>=4.1.1 in /usr/local/lib/python3.6/dist-packages (from cufflinks) (4.1.1)\n",
            "Requirement already satisfied: pandas>=0.19.2 in /usr/local/lib/python3.6/dist-packages (from cufflinks) (0.25.3)\n",
            "Requirement already satisfied: six>=1.9.0 in /usr/local/lib/python3.6/dist-packages (from cufflinks) (1.12.0)\n",
            "Requirement already satisfied: colorlover>=0.2.1 in /usr/local/lib/python3.6/dist-packages (from cufflinks) (0.3.0)\n",
            "Requirement already satisfied: ipython>=5.3.0 in /usr/local/lib/python3.6/dist-packages (from cufflinks) (5.5.0)\n",
            "Requirement already satisfied: chart-studio>=1.0.0 in /usr/local/lib/python3.6/dist-packages (from cufflinks) (1.0.0)\n",
            "Requirement already satisfied: setuptools>=34.4.1 in /usr/local/lib/python3.6/dist-packages (from cufflinks) (41.6.0)\n",
            "Requirement already satisfied: widgetsnbextension~=3.5.0 in /usr/local/lib/python3.6/dist-packages (from ipywidgets>=7.0.0->cufflinks) (3.5.1)\n",
            "Requirement already satisfied: ipykernel>=4.5.1 in /usr/local/lib/python3.6/dist-packages (from ipywidgets>=7.0.0->cufflinks) (4.6.1)\n",
            "Requirement already satisfied: nbformat>=4.2.0 in /usr/local/lib/python3.6/dist-packages (from ipywidgets>=7.0.0->cufflinks) (4.4.0)\n",
            "Requirement already satisfied: traitlets>=4.3.1 in /usr/local/lib/python3.6/dist-packages (from ipywidgets>=7.0.0->cufflinks) (4.3.3)\n",
            "Requirement already satisfied: retrying>=1.3.3 in /usr/local/lib/python3.6/dist-packages (from plotly>=4.1.1->cufflinks) (1.3.3)\n",
            "Requirement already satisfied: pytz>=2017.2 in /usr/local/lib/python3.6/dist-packages (from pandas>=0.19.2->cufflinks) (2018.9)\n",
            "Requirement already satisfied: python-dateutil>=2.6.1 in /usr/local/lib/python3.6/dist-packages (from pandas>=0.19.2->cufflinks) (2.6.1)\n",
            "Requirement already satisfied: prompt-toolkit<2.0.0,>=1.0.4 in /usr/local/lib/python3.6/dist-packages (from ipython>=5.3.0->cufflinks) (1.0.18)\n",
            "Requirement already satisfied: decorator in /usr/local/lib/python3.6/dist-packages (from ipython>=5.3.0->cufflinks) (4.4.1)\n",
            "Requirement already satisfied: pickleshare in /usr/local/lib/python3.6/dist-packages (from ipython>=5.3.0->cufflinks) (0.7.5)\n",
            "Requirement already satisfied: pygments in /usr/local/lib/python3.6/dist-packages (from ipython>=5.3.0->cufflinks) (2.1.3)\n",
            "Requirement already satisfied: simplegeneric>0.8 in /usr/local/lib/python3.6/dist-packages (from ipython>=5.3.0->cufflinks) (0.8.1)\n",
            "Requirement already satisfied: pexpect; sys_platform != \"win32\" in /usr/local/lib/python3.6/dist-packages (from ipython>=5.3.0->cufflinks) (4.7.0)\n",
            "Requirement already satisfied: requests in /usr/local/lib/python3.6/dist-packages (from chart-studio>=1.0.0->cufflinks) (2.21.0)\n",
            "Requirement already satisfied: notebook>=4.4.1 in /usr/local/lib/python3.6/dist-packages (from widgetsnbextension~=3.5.0->ipywidgets>=7.0.0->cufflinks) (5.2.2)\n",
            "Requirement already satisfied: jupyter-client in /usr/local/lib/python3.6/dist-packages (from ipykernel>=4.5.1->ipywidgets>=7.0.0->cufflinks) (5.3.4)\n",
            "Requirement already satisfied: tornado>=4.0 in /usr/local/lib/python3.6/dist-packages (from ipykernel>=4.5.1->ipywidgets>=7.0.0->cufflinks) (4.5.3)\n",
            "Requirement already satisfied: jsonschema!=2.5.0,>=2.4 in /usr/local/lib/python3.6/dist-packages (from nbformat>=4.2.0->ipywidgets>=7.0.0->cufflinks) (2.6.0)\n",
            "Requirement already satisfied: ipython-genutils in /usr/local/lib/python3.6/dist-packages (from nbformat>=4.2.0->ipywidgets>=7.0.0->cufflinks) (0.2.0)\n",
            "Requirement already satisfied: jupyter-core in /usr/local/lib/python3.6/dist-packages (from nbformat>=4.2.0->ipywidgets>=7.0.0->cufflinks) (4.6.1)\n",
            "Requirement already satisfied: wcwidth in /usr/local/lib/python3.6/dist-packages (from prompt-toolkit<2.0.0,>=1.0.4->ipython>=5.3.0->cufflinks) (0.1.7)\n",
            "Requirement already satisfied: ptyprocess>=0.5 in /usr/local/lib/python3.6/dist-packages (from pexpect; sys_platform != \"win32\"->ipython>=5.3.0->cufflinks) (0.6.0)\n",
            "Requirement already satisfied: chardet<3.1.0,>=3.0.2 in /usr/local/lib/python3.6/dist-packages (from requests->chart-studio>=1.0.0->cufflinks) (3.0.4)\n",
            "Requirement already satisfied: urllib3<1.25,>=1.21.1 in /usr/local/lib/python3.6/dist-packages (from requests->chart-studio>=1.0.0->cufflinks) (1.24.3)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.6/dist-packages (from requests->chart-studio>=1.0.0->cufflinks) (2019.9.11)\n",
            "Requirement already satisfied: idna<2.9,>=2.5 in /usr/local/lib/python3.6/dist-packages (from requests->chart-studio>=1.0.0->cufflinks) (2.8)\n",
            "Requirement already satisfied: nbconvert in /usr/local/lib/python3.6/dist-packages (from notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets>=7.0.0->cufflinks) (5.6.1)\n",
            "Requirement already satisfied: terminado>=0.3.3; sys_platform != \"win32\" in /usr/local/lib/python3.6/dist-packages (from notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets>=7.0.0->cufflinks) (0.8.3)\n",
            "Requirement already satisfied: jinja2 in /usr/local/lib/python3.6/dist-packages (from notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets>=7.0.0->cufflinks) (2.10.3)\n",
            "Requirement already satisfied: pyzmq>=13 in /usr/local/lib/python3.6/dist-packages (from jupyter-client->ipykernel>=4.5.1->ipywidgets>=7.0.0->cufflinks) (17.0.0)\n",
            "Requirement already satisfied: mistune<2,>=0.8.1 in /usr/local/lib/python3.6/dist-packages (from nbconvert->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets>=7.0.0->cufflinks) (0.8.4)\n",
            "Requirement already satisfied: entrypoints>=0.2.2 in /usr/local/lib/python3.6/dist-packages (from nbconvert->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets>=7.0.0->cufflinks) (0.3)\n",
            "Requirement already satisfied: pandocfilters>=1.4.1 in /usr/local/lib/python3.6/dist-packages (from nbconvert->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets>=7.0.0->cufflinks) (1.4.2)\n",
            "Requirement already satisfied: defusedxml in /usr/local/lib/python3.6/dist-packages (from nbconvert->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets>=7.0.0->cufflinks) (0.6.0)\n",
            "Requirement already satisfied: testpath in /usr/local/lib/python3.6/dist-packages (from nbconvert->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets>=7.0.0->cufflinks) (0.4.4)\n",
            "Requirement already satisfied: bleach in /usr/local/lib/python3.6/dist-packages (from nbconvert->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets>=7.0.0->cufflinks) (3.1.0)\n",
            "Requirement already satisfied: MarkupSafe>=0.23 in /usr/local/lib/python3.6/dist-packages (from jinja2->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets>=7.0.0->cufflinks) (1.1.1)\n",
            "Requirement already satisfied: webencodings in /usr/local/lib/python3.6/dist-packages (from bleach->nbconvert->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets>=7.0.0->cufflinks) (0.5.1)\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "zo1kdv5HevIe",
        "colab_type": "code",
        "outputId": "aaf50adc-2a2c-4ca0-edb6-c5b7adb4851d",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 17
        }
      },
      "source": [
        "#importing Pandas \n",
        "import pandas as pd\n",
        "#importing plotly and cufflinks in offline mode\n",
        "import cufflinks as cf\n",
        "import plotly.offline\n",
        "cf.go_offline()\n",
        "cf.set_config_file(offline=False, world_readable=True)\n",
        "\n",
        "df.iplot()\n"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/html": [
              "        <script type=\"text/javascript\">\n",
              "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
              "        if (window.MathJax) {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-latest.min']\n",
              "            }\n",
              "        });\n",
              "        require(['plotly'], function(Plotly) {\n",
              "            window._Plotly = Plotly;\n",
              "        });\n",
              "        }\n",
              "        </script>\n",
              "        "
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "hHHRLrJae6fQ",
        "colab_type": "code",
        "outputId": "05a44701-9613-4373-df62-c65be052ae69",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "df.plot()"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7fa53d7d1080>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 7
        }
      ]
    }
  ]
}