Bauru.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "Bauru",
      "provenance": [],
      "collapsed_sections": [],
      "mount_file_id": "1yWKeXsYcAPFsGxaPRwRc7GfpKPzG6Qwk",
      "authorship_tag": "ABX9TyN2sn98ZOAQbmmCq5JB6OXb",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/micazev/replanejando_bauru/blob/main/Bauru.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "FaBdn6yo8iK-"
      },
      "source": [
        "# Inicio\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "GR3JfF3E8hmf"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "XJPGH3TO8hSe"
      },
      "source": [
        ""
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Kj6Vs1rELNd3",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "a6845812-be9f-4905-fd51-7104476b254c"
      },
      "source": [
        "!pip install --upgrade geopandas\n",
        "!pip install --upgrade pyshp\n",
        "!pip install --upgrade shapely\n",
        "!pip install --upgrade descartes"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Requirement already up-to-date: geopandas in /usr/local/lib/python3.7/dist-packages (0.9.0)\n",
            "Requirement already satisfied, skipping upgrade: pyproj>=2.2.0 in /usr/local/lib/python3.7/dist-packages (from geopandas) (3.1.0)\n",
            "Requirement already satisfied, skipping upgrade: shapely>=1.6 in /usr/local/lib/python3.7/dist-packages (from geopandas) (1.7.1)\n",
            "Requirement already satisfied, skipping upgrade: pandas>=0.24.0 in /usr/local/lib/python3.7/dist-packages (from geopandas) (1.1.5)\n",
            "Requirement already satisfied, skipping upgrade: fiona>=1.8 in /usr/local/lib/python3.7/dist-packages (from geopandas) (1.8.20)\n",
            "Requirement already satisfied, skipping upgrade: certifi in /usr/local/lib/python3.7/dist-packages (from pyproj>=2.2.0->geopandas) (2020.12.5)\n",
            "Requirement already satisfied, skipping upgrade: python-dateutil>=2.7.3 in /usr/local/lib/python3.7/dist-packages (from pandas>=0.24.0->geopandas) (2.8.1)\n",
            "Requirement already satisfied, skipping upgrade: numpy>=1.15.4 in /usr/local/lib/python3.7/dist-packages (from pandas>=0.24.0->geopandas) (1.19.5)\n",
            "Requirement already satisfied, skipping upgrade: pytz>=2017.2 in /usr/local/lib/python3.7/dist-packages (from pandas>=0.24.0->geopandas) (2018.9)\n",
            "Requirement already satisfied, skipping upgrade: click-plugins>=1.0 in /usr/local/lib/python3.7/dist-packages (from fiona>=1.8->geopandas) (1.1.1)\n",
            "Requirement already satisfied, skipping upgrade: click>=4.0 in /usr/local/lib/python3.7/dist-packages (from fiona>=1.8->geopandas) (7.1.2)\n",
            "Requirement already satisfied, skipping upgrade: setuptools in /usr/local/lib/python3.7/dist-packages (from fiona>=1.8->geopandas) (57.0.0)\n",
            "Requirement already satisfied, skipping upgrade: cligj>=0.5 in /usr/local/lib/python3.7/dist-packages (from fiona>=1.8->geopandas) (0.7.2)\n",
            "Requirement already satisfied, skipping upgrade: attrs>=17 in /usr/local/lib/python3.7/dist-packages (from fiona>=1.8->geopandas) (21.2.0)\n",
            "Requirement already satisfied, skipping upgrade: munch in /usr/local/lib/python3.7/dist-packages (from fiona>=1.8->geopandas) (2.5.0)\n",
            "Requirement already satisfied, skipping upgrade: six>=1.7 in /usr/local/lib/python3.7/dist-packages (from fiona>=1.8->geopandas) (1.15.0)\n",
            "Collecting pyshp\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/38/85/fbf87e7aa55103e0d06af756bdbc15cf821fa580414c23142d60a35d4f85/pyshp-2.1.3.tar.gz (219kB)\n",
            "\u001b[K     |████████████████████████████████| 225kB 31.5MB/s \n",
            "\u001b[?25hBuilding wheels for collected packages: pyshp\n",
            "  Building wheel for pyshp (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for pyshp: filename=pyshp-2.1.3-cp37-none-any.whl size=37325 sha256=0e8f3732e82d61f7b19e6e23105d81cf68639d098e07835c5015dc18b2b1afe2\n",
            "  Stored in directory: /root/.cache/pip/wheels/76/2b/d4/53e6b9a0fb0a9f9f29664cf82605af8bc81d5ab44d987896dd\n",
            "Successfully built pyshp\n",
            "Installing collected packages: pyshp\n",
            "Successfully installed pyshp-2.1.3\n",
            "Requirement already up-to-date: shapely in /usr/local/lib/python3.7/dist-packages (1.7.1)\n",
            "Requirement already up-to-date: descartes in /usr/local/lib/python3.7/dist-packages (1.1.0)\n",
            "Requirement already satisfied, skipping upgrade: matplotlib in /usr/local/lib/python3.7/dist-packages (from descartes) (3.2.2)\n",
            "Requirement already satisfied, skipping upgrade: python-dateutil>=2.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib->descartes) (2.8.1)\n",
            "Requirement already satisfied, skipping upgrade: numpy>=1.11 in /usr/local/lib/python3.7/dist-packages (from matplotlib->descartes) (1.19.5)\n",
            "Requirement already satisfied, skipping upgrade: cycler>=0.10 in /usr/local/lib/python3.7/dist-packages (from matplotlib->descartes) (0.10.0)\n",
            "Requirement already satisfied, skipping upgrade: kiwisolver>=1.0.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib->descartes) (1.3.1)\n",
            "Requirement already satisfied, skipping upgrade: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib->descartes) (2.4.7)\n",
            "Requirement already satisfied, skipping upgrade: six>=1.5 in /usr/local/lib/python3.7/dist-packages (from python-dateutil>=2.1->matplotlib->descartes) (1.15.0)\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "3rxMRqjnOjQ-"
      },
      "source": [
        "import geopandas as gpd"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "BOvbDnGzNvKY"
      },
      "source": [
        "curvas_10 = gpd.read_file(\"/content/drive/MyDrive/Bauru/00_SHP BASE/curvas_10_10.shp\")\n",
        "cursos_dagua = gpd.read_file(\"/content/drive/MyDrive/Bauru/00_SHP BASE/cursos_dagua.shp\")\n",
        "ferrovia = gpd.read_file(\"/content/drive/MyDrive/Bauru/00_SHP BASE/ferrovia.shp\")\n",
        "limite_municipal = gpd.read_file(\"/content/drive/MyDrive/Bauru/00_SHP BASE/limite_municipal.shp\")\n",
        "loteamentos_bauru = gpd.read_file(\"/content/drive/MyDrive/Bauru/00_SHP BASE/loteamentos_bauru.shp\")\n",
        "mancha_urbana = gpd.read_file(\"/content/drive/MyDrive/Bauru/00_SHP BASE/mancha_urbana_(planodemanejo).shp\")\n",
        "massa_dagua = gpd.read_file(\"/content/drive/MyDrive/Bauru/00_SHP BASE/massa_dagua.shp\")\n",
        "municipios_sp = gpd.read_file(\"/content/drive/MyDrive/Bauru/00_SHP BASE/municipios_vizinhos.shp\")\n",
        "perimetro_urbano_2018 = gpd.read_file(\"/content/drive/MyDrive/Bauru/00_SHP BASE/perimetro_urbano_2018.shp\")\n",
        "rodovias = gpd.read_file(\"/content/drive/MyDrive/Bauru/00_SHP BASE/rodovias.shp\")\n",
        "setores_planejamento = gpd.read_file(\"/content/drive/MyDrive/Bauru/00_SHP BASE/setores_planejamento.shp\")\n",
        "vias_locais = gpd.read_file(\"/content/drive/MyDrive/Bauru/00_SHP BASE/vias_locais.shp\")\n",
        "vias_principais = gpd.read_file(\"/content/drive/MyDrive/Bauru/00_SHP BASE/vias_principais.shp\")\n",
        "vias_rurais = gpd.read_file(\"/content/drive/MyDrive/Bauru/00_SHP BASE/vias_rurais.shp\")\n",
        "estados_ibge = gpd.read_file(\"/content/drive/MyDrive/Bauru/00_SHP BASE/LOCALIZAÇÃO - layout/estados(ibge).shp\")\n",
        "perimetro_municipal = gpd.read_file(\"/content/drive/MyDrive/Bauru/00_SHP BASE/LOCALIZAÇÃO - layout/perimetro_municipal(pd2008).shp\")\n",
        "# perimetro_sp = gpd.read_file(\"/content/drive/MyDrive/Bauru/00_SHP BASE/LOCALIZAÇÃO - layout/perimetro_sp.shp\")\n",
        "regiao_adm = gpd.read_file(\"/content/drive/MyDrive/Bauru/00_SHP BASE/LOCALIZAÇÃO - layout/região_adm.shp\")"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "4KZvYe25VEqA",
        "outputId": "07d11dc8-12f5-4aea-b719-9aeabf98ef8e"
      },
      "source": [
        "print(perimetro_municipal.crs)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "epsg:31982\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 114
        },
        "id": "XBUYiTJiXO61",
        "outputId": "fdc4ac0d-a494-42f5-ab32-88d46fde8f74"
      },
      "source": [
        "# Area do municipio (area de cada poligono no dataframe)\n",
        "perimetro_municipal.loc[:, \"Area\"] = perimetro_municipal.geometry.area / 1000\n",
        "\n",
        "print(\"Area de Bauru: {} quilometros quadrados\".format(perimetro_municipal.Area.sum()))\n",
        "print(\"CRS:\", perimetro_municipal.crs)\n",
        "perimetro_municipal.head()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Area de Bauru: 671943.8947141055 quilometros quadrados\n",
            "CRS: epsg:31982\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
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              "    }\n",
              "\n",
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              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>OBJECTID</th>\n",
              "      <th>Shape_Leng</th>\n",
              "      <th>Shape_Area</th>\n",
              "      <th>geometry</th>\n",
              "      <th>Area</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>1</td>\n",
              "      <td>152601.229838</td>\n",
              "      <td>67194.389471</td>\n",
              "      <td>POLYGON Z ((690465.895 7559334.197 0.000, 6905...</td>\n",
              "      <td>671943.894714</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "   OBJECTID  ...           Area\n",
              "0         1  ...  671943.894714\n",
              "\n",
              "[1 rows x 5 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 90
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 238
        },
        "id": "Xp-n65wYYM4T",
        "outputId": "3355f735-3e62-4088-efc1-b8ae1b4c4664"
      },
      "source": [
        "# Area dos loteamentos\n",
        "loteamentos_bauru.loc[:, \"Area\"] = loteamentos_bauru.geometry.area / 1000\n",
        "\n",
        "print(\"Loteamentos de Bauru: {} quilometros quadrados\".format(loteamentos_bauru.Area.sum()))\n",
        "print(\"CRS:\", loteamentos_bauru.crs)\n",
        "loteamentos_bauru.head()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Loteamentos de Bauru: 90740.90024575173 quilometros quadrados\n",
            "CRS: epsg:31982\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Id</th>\n",
              "      <th>nome</th>\n",
              "      <th>OCUPADO</th>\n",
              "      <th>geometry</th>\n",
              "      <th>Area</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>0</td>\n",
              "      <td>LOTEAMENTO MÁRIO LUIZ RODRIGUES DO PRADO</td>\n",
              "      <td>PARCIAL</td>\n",
              "      <td>POLYGON ((702269.710 7535445.992, 702331.422 7...</td>\n",
              "      <td>1138.560659</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>0</td>\n",
              "      <td>QUINTA DA BELA OLINDA</td>\n",
              "      <td>PARCIAL</td>\n",
              "      <td>POLYGON ((701627.870 7535258.616, 701514.573 7...</td>\n",
              "      <td>2854.097685</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>0</td>\n",
              "      <td>CONJ. HAB. ISAURA PITTA GARMS</td>\n",
              "      <td>PARCIAL</td>\n",
              "      <td>POLYGON ((702322.289 7534365.099, 702952.330 7...</td>\n",
              "      <td>398.017190</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>0</td>\n",
              "      <td>PARQUE GIANSANT</td>\n",
              "      <td>PARCIAL</td>\n",
              "      <td>POLYGON ((703153.803 7534056.663, 703288.061 7...</td>\n",
              "      <td>238.988354</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>0</td>\n",
              "      <td>CHÁCARAS SÃO JOÃO</td>\n",
              "      <td>PARCIAL</td>\n",
              "      <td>POLYGON ((702177.609 7534304.923, 702197.023 7...</td>\n",
              "      <td>401.215348</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "   Id  ...         Area\n",
              "0   0  ...  1138.560659\n",
              "1   0  ...  2854.097685\n",
              "2   0  ...   398.017190\n",
              "3   0  ...   238.988354\n",
              "4   0  ...   401.215348\n",
              "\n",
              "[5 rows x 5 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 92
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "34R_lhS_Rdts",
        "outputId": "899f07ca-e855-47ee-c3f3-d73a548e35ea"
      },
      "source": [
        "# LineString\n",
        "curvas_10.geometry.head()\n",
        "cursos_dagua.geometry.head()\n",
        "ferrovia.geometry.head()\n",
        "rodovias.geometry.head()\n",
        "vias_locais.geometry.head()\n",
        "vias_principais.geometry.head()\n",
        "vias_rurais.geometry.head()\n",
        "\n",
        "# Polygon\n",
        "municipios_sp.geometry.head()\n",
        "regiao_adm.geometry.head()\n",
        "loteamentos_bauru.geometry.head()\n",
        "mancha_urbana.geometry.head()\n",
        "massa_dagua.geometry.head()\n",
        "perimetro_urbano_2018.geometry.head()\n",
        "setores_planejamento.geometry.head()\n",
        "\n",
        "\n",
        "# similares (o perimetro tem a coluna da area)\n",
        "limite_municipal.geometry.head()\n",
        "perimetro_municipal.geometry.head()\n",
        "\n",
        "# estados_ibge.geometry.head()\n",
        "# perimetro_sp.geometry.head()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0    POLYGON ((-49.38350 -22.75036, -49.38314 -22.7...\n",
              "1    POLYGON ((-49.13507 -22.05103, -49.13492 -22.0...\n",
              "2    POLYGON ((-49.45910 -22.24068, -49.45910 -22.2...\n",
              "3    POLYGON ((-49.38302 -21.91294, -49.38342 -21.9...\n",
              "4    POLYGON ((-48.86932 -22.02221, -48.86080 -22.0...\n",
              "Name: geometry, dtype: geometry"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 19
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "k-84_AE18o5U"
      },
      "source": [
        "# Explorações"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 602
        },
        "id": "2Cp8-7TJR5_O",
        "outputId": "fd3a4632-76b9-406b-d9e5-f6a9fdbb4197"
      },
      "source": [
        "# Area do limite municipal\n",
        "ax = limite_municipal.plot(figsize=(10,10), color='none', edgecolor='gainsboro', zorder=3)\n",
        "# Area da regiao adm\n",
        "# ax = regiao_adm.plot(figsize=(10,10), color='none', edgecolor='gainsboro', zorder=3)\n",
        "\n",
        "# relevo\n",
        "# curvas_10.plot(color='antiquewhite', ax=ax)\n",
        "\n",
        "# cursos dagua\n",
        "cursos_dagua.plot(color='lightskyblue', markersize=2, ax=ax, label='Cursos dagua')\n",
        "\n",
        "#perimetro urbano\n",
        "perimetro_urbano_2018.plot(color='lavender', ax=ax, label='Perimetro urbano')\n",
        "\n",
        "# mancha urbana\n",
        "mancha_urbana.plot(color='salmon', ax=ax, label='Mancha Urbana')\n",
        "\n",
        "# loteamentos\n",
        "loteamentos_bauru.plot(color='indianred', ax=ax, label='Loteamentos')\n",
        "\n",
        "\n",
        "#vias locais\n",
        "# vias_locais.plot(color='silver', ax=ax)\n",
        "\n",
        "#vias rurais\n",
        "# vias_rurais.plot(color='moccasin', ax=ax)\n",
        "\n",
        "## arrumar\n",
        "\n",
        "# massa dagua\n",
        "# massa_dagua.plot(color='blue', ax=ax)\n",
        "\n",
        "#setores planejamento\n",
        "# setores_planejamento.plot(color='magenta', ax=ax)\n",
        "\n",
        "# vias principais\n",
        "# vias_principais.plot(color='yellow', ax=ax)\n",
        "\n",
        "#ferrovia\n",
        "# ferrovia.plot(color='black', markersize=1, ax=ax)\n",
        "\n",
        "# rodovias\n",
        "# rodovias.plot(color='yellow', ax=ax)\n",
        "\n",
        "\n",
        "leg = ax.legend(loc='upper left', frameon=False)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 720x720 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": [],
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 619
        },
        "id": "KTavZQfylw_9",
        "outputId": "d834a7fe-d46e-46de-ff05-aade63a3bc1d"
      },
      "source": [
        "# Area do limite municipal\n",
        "ax = limite_municipal.plot(figsize=(10,10), color='none', edgecolor='gainsboro', zorder=3)\n",
        "\n",
        "# mancha urbana\n",
        "mancha_urbana.plot(color='salmon', ax=ax)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7f0720d3fe10>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 180
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 720x720 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": [],
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 619
        },
        "id": "vnvfJGvIagAV",
        "outputId": "80a2010a-8592-4c34-f5e5-77c3d4a39835"
      },
      "source": [
        "# Area do limite municipal\n",
        "ax = limite_municipal.plot(figsize=(10,10), color='none', edgecolor='gainsboro', zorder=3)\n",
        "\n",
        "# cursos dagua\n",
        "cursos_dagua.plot(color='lightskyblue', markersize=2, ax=ax)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7f0720d2acd0>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 182
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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n94V4ZMDnuTHL4SmwQNnCsVmhJwE7aiiBeUe7w4nZYKflh/aEFvRGWcyR6WAU5/P7QzRGzz82Ho8zPDxMIpEgHA7juq42fFNKXUJDilKXUaVSYWJigtbWVowxlMtljDHU19cTDodxHAdjDI4TDHJ2xA39izRbExF8CRq41SrqGj68M8T+BsvPB3zSUbiv0yHqQFNMyFdkxdBhgNkyXJ92VnwswJMjPvEQJCMXnUs0SiaTYWJiAt/3ERGam5upr68/99qVUkpDilKXUaFQWNDMLB5fvkPajoThRFaYqwjJC0LBL4csA3nhk3tcIjX0N6lYYbII+YoQcaEtBifm4Nt9lqgDJQsNEcu/vSG87HEG80LZwu5UDQFl2GeiCO/ucBZMB82WhS8f8Xh/d4Ibe4I9iIrFIhMTE4yPj9PR0UFdXd2Kx1dKXf00pCh1GRWLxVU1MTvb3+TiFcTtccOzY5af9vv8xs6Vp0pG5oM6kgXHqIN7O11enfQ5MhMU0K5ksFofszO5/PO9NHF+R+a72hYeN1sWSj7E3GBEyBhDLBaju7ubyclJCoWChhSlFKCFs0pdVqVSiVgsVvPjzxayXjzhcyDtcG+HwxvTwlMj5xNM0RNG5i+dHuquN3xsl8tn9rm8o90hHgoCyu6Uw32dIRwDY4WVa1/86kMiy7xzZMvCo4OW3qThgzsvLaqdqPZTeXHc56/e8BieP3/+8XicXC6n+/wopQANKUpdNiKC53mEQgsHMKeKwjfe8shVLr0wH5u1RF1ILjILc0+bw4FGw9MjlnlPGM5b/vZNj4dPetiLLvLGGA40OuxIOJQ9Yd6DjupMU2PU8Ll9Lg/0uJc+yUVi1YcUl2lQ+4tBHyvwgZ7FV/0UPcExMJiD3SlnwTRWLBbDGKMdaZVSgIYUpS4LEWFsbIy6urpLQspsWRjICV855lG4YLnumZzl+KxwR4uzaIGsMYZ3tAep4Uenfb55wsd14GO7QjjLTP+cqhbi/sVhn5+cCcJRZ72z4vJjON/IbamHnpqzHJ0R7ml3SEcvfZCI0JcVRODT+1w+0OOSqIYUX4Tnxix1DRkmJyfxPG/F81FKXd00pCi1yXzfZ2hoCGstra2tl9y/K+XwmX0uc2V4bjSY+hARft7v0xCBu1uX/jVtqTPc3gInssHoxKf3hmiPLx4OKlaYKwvjRdidNFyfNrw2Jfztmx5D+dq6v44VhEyURTcjrFjhkQGfZHjpcz49J/Tn4c5WQ9sF5/niuM/fH/F4bMjyZj5GKpViYGCAbDarYUWpa5gWziq1iUSEkZERotEoTU1NSxa4dtY77GuwvDJpeXu7w0RRmCjCB3qcFVfv7G90+dWEzzvanQW9SC70L6d9RgtB+3qAt7c7dCcc7moVHh/2aYrVtpR5tiRklnjsk8OWySJ8ao+7YORHRJgpw8sTPs+NBWHq+THh0JhHIhwUB0+Vgse+r8vhjlYXSBOLxZiZmWFycpKenp5LRqCUUlc//a1XahMVCgV83182oJx1V6vDsVmfVyctZ3JCxAn6kaykJWbwBbxlBkNuanLoO+kzURQ66oIutABNMcPHd9X+NlD0oX2R0pWT2aBJ3C1Nht5UcGwR4dSc8MSwZWheztXVRAzc1OwQcoIi26IfPHaqDP86aHlhPCi6bYlFaE+2UR+aZHZ2lqampprPUyl1ddCQotQmmp2dpbGxsaZuql31hrY6eHzYUrZwb4ez6LTKxaZLQY1JaJk805t0eKBH+MEpy3oauwrBlM9fvF6htc5gBeYqQSFu0OhN+M4Jj3RUODUH40VIheG9XQ4RIyTCQYhZrMZmqij0ZS2nc8KRaeEVG7yuP9xXT25mau0nrZTatjSkKLVJyuUypVKJtra2mh5vjOGWJodnRi27k8HqnVqcmgtGKS5e0XPW0yM+HXFDyIFECG5tXltKERE8C6OFc7cQDxniIcP1jXA6F4SVXFnom4O4Cx/c4XJ92tTUGTcTM2RiLne0Bs+V94L+LvVRmNG6FKWuSRpSlNok09PTpFKpmtu8iwivTFqswAd3hpYcfRERHh2y3N7i0BAxvDljaYjAna2X/jqXfeH1Kcvjw5zrLLsjsfJS48WO8/MBn6IP93UYfq390ue654Lz+/ujHvkK7EnVFlAuZowhEYa9DQbfF+2botQ1Slf3KLUJisUihUKBxsbGmr8m7wWjFHe3LV8sm6vAyxOWb5/wODJtGSsE/UYWE3ENv3cgxH2dDq4DtzWbRYtrJ4tLhwAR4cdnfF6fEu5pc7i7bfmQY0ywR1DRh8eHl2moopRSK9CQotQ6eJ5HLpdjenqamZkZZmdnmZiYYHh4mJaWllVtljdTrS1pWmKFzlnJiOE3d7vMe/DwKZ+YA7c2L/482XIQMERg3oP2+KWPK/vCV456vDm9eOXtq5PCkRnhne0O7+6sbbfi1jrDwbTh8JQwWOPy5qX4vo/rrn70Rym1/WlIUWoNRISpqSn6+/uZm5vD930qlQrlchnXdenq6jq3iWCtzjZKq2V34d6kwxcPhGitg+5EUBeymHxFODkn/HLYEjIQcs6PmIgIR6Ytg3lLycK8d+loStkXnqzWtNzTvrq3i3d1uCTC8LXjPqfn1h5USqUSkUhk5Qcqpa46GlKUWiXP8xgeHqZQKNDT00NHRwfNzc20tLTQ0tJCOp1e00X17C+jZ2urvwg5MFFkyb4lAB31Dn98Y4h3tju4Bi48dNEPRmJG5gUHeGXScnrOIhLUgAzmLU8M+8xVoLseCqusXW2IGP6H/SEaIvD9k/65VUirVSqVVrUpo1Lq6qGFs0qtQqVSYWhoiEQiQSaTqWnq42ITRWEwJxxImwVLjM+GjckSdCdWPs5QXrASdI9djjGGm5scnhyxzFeDhi/CwyeDv7w2JURcGCvA19/ySYUh4gYBCKAuBC+MCy9NeLyrw+GuVqfm1x0PGz65J8Q/HPX4Tp/HZ/eFlhz1WYq1Vhu5KXWN0t98pWogIszPzzM+Pk4mkyGVSq35WKfnLI8MWHYmQ0QvKLVoiASjKVPLFLFe6Owmf/EapofOPs9YQXhqxOfZEUus+tvvADdlHN7ZYTg2E2xqOO/Bgz0OvUlDQyTod/LooM+jQ5b+vPDRXremvX4g2MDw47tcvn3C55UJyz2LdYNbRjKZZHR0lPr6esLhRXZaVEpdtTSkKLUEESGfz5PL5SgWiziOQ2trK/F4fF3HfWtWSEeDUHIhxxja44bBfG0hJV/dNbmGfm9YCXYwfmNKsAhd9YY7W4I2+hfu9XNTU9Cd9mKtdfDJPS7Pj1keHbL8zZseH+t16ayvbcZ4Z9LhSzeYBTse16quro50Os3w8DBdXV1aRKvUNURDilKLqFQqjI6OApBKpWhqatqQT/EiwtC8cLBx8SmTznrDyxNBXchyUypWhJcnLU1RSEeCXYUXe3zRF16ftLw+ZSn68P5uQ1PMYWfCrHqqyhjD3W0ubXHDT874fOMtn8/sM4tuaLiYtQSUsxoaGqhUKoyNjdHe3r6maTal1PajIUWpC5wdPRkfHyedTtPQ0LChF8SKhZIP6SXqQOMh8AR8geVKN96YFrJlKFv4k9d8fAu7UoaoCzsSDgfThoGc8NiQf641fdiBvQ0uDZH1vZ7epMNn9xn+6ZjHPx3zuKvV4c4Wp6Zpp/VoampicHCQmZkZ0un0pj6XUmpr0JCirkkiwrGJIi110BiP4vs+hULh3HLijo4OYrHYhj9vyAmmZ3KVxe8/e5lfbMLHt8KTI5bjs5aJYlBncrAR8p5htixMFIO29W9M+zw+zLki2V/f4dISg2+e8PnhKZ/P7aut18lyUhHDF64L8eigzzOjlkPjlpsyDne2OqRX6POyVsYY2tvbGRgYIBqNrnvaTSm19WlIUdeUQsXjdNaSlALMTnFiOkTaLRNyXerq6kilUiQSiU2bTnCMoWOZuhO/evPFdSbZsvC14x4zZeiuNxiE93a63HJREzcR4UxO+Gm/j2fhiwdcGqLBY+7rFH7Wb/n+SZ8Hd7irXmVzsUTY8Bu9Ie5pF54d9Xl50vLShOXWZoc7WhyallkavVahUIi2tjZGR0fp6urSQlqlrnIaUtQ1QUQYncmTnRpHRCg4DvP1rTw+FqFihc/sdWlL1laQaUV4dtSyv9GheQ0X4u56w/NjFt8K7kUrZPJeMELiVENS0Qv283l9yjJTDnYTvqvVpWJl0dU1xhh2Jg03Z4IGbs+PC+/vDu67pclhqggvTli+1+fz0B63pl2WV9IcC9rgv7tTeGYkCCovT1huaXLY2xCEsloa1NXqwkLa7u7uVXX1VUptLxpS1DWh4nnkpsaYc5K0NDXSkQgRdgz9JY83pmFoHjIxIVHDxfSJYcszoxbHQHNs9StNMjGDBeYq0HhRbUrRE+pDUPCE58Ysp+eE4XkhEYL7OoOAAqy4/Peedpe5Cvxq3HKw0dCdcHCM4f5ul/a44V9O+3z1uMd9nS67kqsvol1MMmx4oMflHe0OTwxbXpuyvDwZ3NcUgz0phxszDq1163+uVCpFqVRienqapqamdR9PKbU1rRhSjDHXAd+84KbdwH8Wkf/ngsfcB/wAOFm96Xsi8r9X7zsFzAE+4InIHdXb/wvw+8B49Wv+NxH58Tpei1KLypYsoyOjJJNJ9ra2LLhvrlob8tiQ5bEhSzoKD/a47Exe+uncF+EXA5ZfTVhubjLc3bq2T/CVatvXki8cGrfMlmCuIsx7MFsWchX4p6MeU+Xg8S0x+J0DIdxVBon7Oh2Oz1qeHrF8cu/5c70h4xBz4UdnfL51wueGdBAuNmJUBYK2/g/ucHlvl8NoQRjIBVNQh8Ytz49ZuuoN72p36F1iU8RaGGMIh8NUKksU9yilrgorhhQROQrcCmCMcYFB4PuLPPQJEfnwEod5j4hMLHL7n4jI/13rySq1FvP5OeYrQmv7pZ+439vl8MSQZbYiTBZhtgzf7fP5o5vMgtEKzwoPn/J5a1a4q9Xhvs7auq5eOC3jWWGiCP25YB+bb77lM++frz9JRaC9zjCGULZQH4L3dRt2p9xVBxQIdkDe2+BweMriiyw4xp4Gh393g+Hp0SDEDOY9HtoT2tA6kohr6EkYehJwD8HeQK9PWV4ct3zjhE93veWOVod9KXPJtNdKKpUKMzMzdHV1bdj5KqW2ntVO99wPnBCR05txMkptNM/zKGanOdDTQTR66Sf3jrizYJThpQmfn/Vb/vRVjy8eDJGOGoq+8K23fIbmhfd3O9zeUtsUz0RB+MZbHve0OzREDI8M+MxWR0fq3GBDwfd2Odze4uCwsM/JE8M+T41YXpqAg+m1B4d9DYaXJuDVScvbmheet+sY3tXh0ps0fP+kz9eOe3x+f4jGTVqdEw8Z7mp1ua3Z4aUJywvjlodP+oQduDHj8PY2h2SNy6NnZmZoaGjQjQeVusoZkdo3/TLGfBn4lYj8vxfdfh/wXWAAGAL+g4gcrt53EpgmWFX530Tkr6u3/xfgd4AscAj4X0RkepHn/APgDwB27Nhx++nTmo9UbTzPY2hoiGQyWXNfjYIn/OlrwdrdhjA01xnGCkLeg4/sdDmQrn2KomKFh0/6nMgKhmCk5IaMw46EoTEMf3/Mp+JDQxQiTrAh342ZoNjUAI8N+RxodOiosavrYkSEPz/s0VpneGj30kuPxwvC/3fcwwE+usuld5Hpro1mRTiRFY7NWA5PCxEHPtrrsquGaaDTp0/T0dGhIUWpq4Ax5sWzpSCX3FdrSDHGRAgCyA0iMnrRfSnAikjOGPNB4E9FZF/1vi4RGTTGtAKPAH8kIo8bY9qACYLw8n8AHSLye8udwx133CGHDh2q6XzVtS1bKDE5NkpjqvaAclauIjw57PPypBAPBatxbm9xFq1TWUnZt3zlWLDJzif3uKQi548xkLO8MS3Me0LFwui8kPOCdvlva3Y4mHbW3XgN4OkRn8eHLZ/d59KTWPo1TBWF7530mC7BezqDEZ7L1dl1qih8/6THZAk+vstlX8PS5yki9PX1sXv3bu08q9RVYLmQspp33V8nGEUZvfgOEcmKSK765x8DYWNMc/Xvg9X/jxHUstxV/fuoiPgiYoG/OXu7Uut1aGie/sFhQrF6Ug2Nq6rptHgAACAASURBVP76RNhwR3VKZ96D93YtXki7kumS8JVjPhNFuD7tLAgoAN0Jhwd6XD62K8RDe0L8jzeG+Pgul2TY8NiQ5S8Pe4wXah/pXMrtLQ5hJ5jyWU4mZvjsvhC9ScO/Dlr+6ZjPUH75r9komZjhs/tDtNUFU0/HZpZ+XmMMjuPg+/5lOTel1JWzmnfeTwNfX+wOY0y7qX6kMcbcVT3upDGm3hiTrN5eDzwAvF79e8cFh/j42duVWo9XR4vE86OMmDTtLZlVF2Se1Vxn6K4PvvbojOXwlD23KqcWTwz7fPWYR7YMH9zh8vYadv51jOG6RofP7Q/xBwdDfKDHoXkDmt5GXcMtTQ6vTQkj88u/hrqQ4RO7XT60w2W2HISsfzntcXou2E9oM8Vcw2/vdc8FleVCVSQSoVAobOr5KKWuvJoKZ6sB4/3Aly647Q8BROSvgE8A/9YY4wEF4FMiItUpne9X80sI+JqI/LR6iP/LGHMrwXTPqQuPrdRalH1LcXaCOdPIe3anzjVEW6uehGEgLzw6VL1Ynobf3rN8zYSI8Mqk8NSIJebCh3e67G9c/ShMJmbIrKEHy1Le0e7w5rTl2yc8Pr0vtGwTOmMMNzUZ9jcanh4JWt6/PuXTEoPbWhx6EmtrYleLmGv49F6X7530+fEZH1/kkoJfgEwmw+joKKFQiLq6uk05F6XUlbeqwtkrTWtS1FLKvlCYzzE2PkmyrYf2+vVf4HOVYHXOjoTDbDko8gT4dzeEFl2FMjIvvDVreXIkCDWf2euy4zIUoNZqoiB89S0Pz8K7O2qvOSn6wluzwjMjPpOl4LY9KcNv7XbXHQSXcmHR8Qd3uNzcdOn3MZfLMTk5STQaJZPJaBGtUtvUhhTObgUaUtRiyuUyr50eJeV6dHe0b8on62xZ+PIRj6IPBxsNH911fhByvCD85EywRBkgE4UvXBfasOZoG2muHOzrcyIr3JAOmq6t1L32LBFhugTHZy3dCUPXOlYd1aJihe/2+ZyaE25uMtzT5l6yeaG1ltnZ2XNLktPptBbTKrXNLBdStC2+2vbK5TLJMMQzPdTVbc6PdCpi+L0DIf7isHeuj0jJD0YXXp0UMHB/V7ACqCnGmpqvXQ7JSFBz8vSo5Ylhy1TJ57f3uMRq2GzQGEMmBndv4DTUcsJOsGz6iRHLs6OW/pzHl65fuKGg4zik02mSySSjo0FNfyaTuSznp5TafBpS1LZXwSVsoCu1uT/OdSEIO/DMqGWqJByfEaKhoCnbp/Y49KYuz8V7vYwxvKPdpSVmePiUzzdP+Hxit7uhmwBuFNcx3NfpckuTw/ASO0fD+d2R+/v7SaVShEL61qbU1WDrTJgrtUbxiIsRf9NXn4Qdw13V/XpOZYVYCBqrZRBlu/Uu8CvZ3+jw8V0uE0Xha8c95itbd+o3HTVcn1n+7SoUCpFKpZiamrpMZ6WU2mwaUtS2F3LdTQ8oZ72z3eFTe12+dEOIP74pTF11mqSjfvuFFIB9DQ6f3OMyW4ZvnvDIb+GgUovGxkbm5+cpFotX+lSUUhtAQ4ra9lzXxXGcy7IjrjGG3qRDPGToy1r6ssL+BkNyC06V1KonEYyoTBaDzRX9bVRMfzHXdWlubmZkZIRyuXylT0cptU46cau2vaInlH1hrmJouoyrUCeLwcX8wBr6oCyl6AuTReHMnDBVEko+TBSFeQ+ibtBsrT4UTNXcssiy3LXa0+DwoZ3wg1M+/3DE47d2b95Gg5stkUggIgwNDdHR0UE0Gr3Sp6SUWiMNKWrbCzngiCUSunwDg54VDo0H/VD2NKz9Yj5TEk5kLa9OWmbLULyg03siDFEHmmKG3rCh5AsFD2bKwquTdkNDCsDBtINr4MdnfL5yzOMDPS67U8Fmh6E1du69UpLJJADDw8M0NgZbI8RiMaLRqC5RVmob0ZCitr2gHYmQiFy+kDJXgdkyJMOsuh+Kb4WBvPDsqOXkXDAa0xILQkIyHISS7nqz7Gqbsr85UzL7Gx0yMcMPT3l8/2SQmAywv9Hw8V3b5+0iVxGSySSu65LP5wGYm5vD8zxSqRSNjY247vZYjaXUtWz7vOsotQIRuWyfks+2CgmvIheVfeHFccsL45Z5L/jad3c47G90aFplm/nIJjaKa44ZvrA/xLFZYboklH2IbaN3iuOzlodPBsuqd6XixOPxc/dVKhVmZmbo7+/XqSCltoFt9Naj1OKMMbiui+/7OM7lGU2pVLfzmSoFux03RoJP7zEXwu7Cc5grC8+PWV6fshT8oKX8LU0OOxKmpiZqV4LrGA6mt+a5rWRHwpCJwsOnfH7nOrOgS204HKa5uZlILMbw8DBdXV2Ew+FljqaUupI0pKirQjgSYb5YpuEyXXBSEcOupOHknPDf3vCAYKmcBRojPl31BgHGCsJEdTXsnpThnjaH7oQuqttMUdfwiT0hvvymx8/6g466xhiyZaEuBD/v93FNnF9r9BkZGaGjo0Obvym1Relvptr2rAhzRY9h4I7k5Xvej/a6/OiMz2BeaI4Z6lw4OiuEHejPCQK01hluzBj2phya67bnyMRWIiL86IxPKmK4t2PpmpKGiOHdnQ4/H7AcnrL054Pdqc96e7uhoaEB3/cZHByko6NDNyhUagvSkKK2Pd/zMOLzq5kwN7fJptZrXCgWMvzW7vO/Qj894wPCR3pDtGgg2RSvTAqvTwnv6Vz4/T3bzO/CmqS3NTu8Oin866Cl6MOtTQ7xMHTGDXsbgtGspqYmwuEwQ0NDtLe3E4vFLt+LUUqtSMed1bbnWSHqOvz+wfBlCygXy5aF16aCQpV5b/s2Q7tS8hXhudHltzawIjw+7LMjcX57grOeHLH8ny97C77eGMP93Q5FH+pc+ECPw70d7rmAclYqlaKlpYWRkZHL0hBQKVU7HUlR217/bJmCf2V/lH94yscXuK05KIhVq/P6lOXRIUvZwrsumMZ5ZsSnJ2HoTjgM5oOmdrc1O5es4jq72qrgQfyCsqRwtb/Luzou/ZoL1dfX43keAwMDRCIRrA0C59llyr7vY60lEomQSqWIx+Pab0Wpy0BDitr22mOWIuErdtEYnrcM5IX2OsMDPdp7Yy3uanWYKApPjVjSUcONGYfxgvDLYcsD3Q7dCTiRFRwDu1KX/juf3ZYgd0FImS0LT474GOD69MqDxg0NDcTjcTzPw3EcRATf98+tHnMch2KxyOTkJNlslpaWlnMFt9bay7ayTKlriYYUte1lCxWOZw1vWZ87W51zn54vl+dHg6ZntzbrJ+u1MsbwYI/LbNnnR6d9ip6QrQgOcF1124GBXBAEF2uel61ujBhzg+m/fz7tc3QmuO3t7c6iS72nikLICVZqnRUOh8n6IXwbNNi7OPiGw2ESiQTT09P09/cTj8epVCqUSiWi0SiZTIa6ujodZVFqg2hIUduaiDBdKFMmxolpS0/C0HOZpltEgv4nb84Ef//FoOXWZh1JWSvXMTy0x+UHp3z+ddASdqArAfVhw1xFGJkXbmlefLTixKzQHAsCx0/OeBydEd7e7nBjOuigu5hHBnyG54WH9rh01Z8/7lMjPifnhD++cfG3R2MMmUyGVCpFPp8nlUoRi8XI5/NMTEwQCoVoaWnR/itKbQAdn1Tb2nRJcCtFWlNxfvdAiJ7L1IPk6IzlH4/6PDpkua4BuuqDBm+b1a5+O5gpybKFr7UIO4bf2uXyQLdDzA1qTGZKlq8d9zAGbspc+u+bLQv9OWFPyqEva3llUri7NSiSXSqgADzQ41IXgm++5XNiNqhB8azw1qywr8GsOBoSCoVoaGg4N3KSSCTo6emhrq6OwcFB3YVZqQ2gIUVta/2zJSo47GyI4G7yEPvwvOWfT3l8/Xiwr03FCg/2uHxsV4jbqyMoR2auzZAyXQqa2j0xbNd9LGMMt7W43N/lMF2CfzjqM1OCh/a4tMcv/Td+ecIiBM3y/vmUT0sM3tmx8ltbOmr4zL4Q6Sh8p8/n6IzlzWmhbOHgGne2NsaQTqfJZDIMDw+fK8BVSq2NTveobW1nrMyMHyO9CVuwWBHGCnAmZ+nLCqfmhKgDjVGqn9Qd3Gr9y4E0/PB0sINwR9xcc31SCl7QvO7orKVvTvjNXe6CWo+1OJB2ibiGb53waa+DnvrFj3cmJ2Si8N2TQZHsx3aFaq5LSoaDoPLV4x6PDPg4QGsd9CbXd+6pVIpcLsf8/DyJRGJdx1LqWqYhRW1rpWKRTGJjCxWnS8JTIz7HZ4VSUBNLKhxsBvi2FofYCr1Y/u6Ix3+8NXRNFU+GHUiEwLcQDwUra9YTUiaKwnghmMZJhGGkAD/t9/lAj4tzwfd13gseV7JBuPj4rtCCvXpqEXWD7rXf6Qv+sX+j192Qf7tYLEapVNKQotQ6aEhR21qxWCSdTm/oMbPloC5hb8qwO+WwM2lIhJe/aDnG8Pn9Lv90LLjQ/fiMz4d2Xhu/XlaER4cseQ9+/2Bo2TqQWj0/6vPqVLDFQGfckIkGbe198fnQjiBEFD3ha8c9rMBNabi/J7RigFxKXShYGfS2JrNhdU2xWIypqakNOZZS16pr411UXZU8z8Nau+GrKHYmHf79zau/UHXVO/xPNxv+5FWP16aEtzVbOuuv/rKvN6eFvqzwQPfSK2lW650dLre3QFMMQtWpm8eHfZ4esTRELHe1Onynz2eqBJ/c49KbXPv3WUR4fCioHbm7beNWZ9XV1eF5HuVyWfcFUmqNrv53UHXVKpVKRCKRLTWtEnUNv74juNB95ZjPRPHqLqQt+8JjQz51IZZcHrwWqYihLW7OBRSAd7U73JQxPDVi+cpRj8G88JGd6wsoAK9PCadzwr0di/dTWauzK35yudyGHVOpa42GFLVtHZmqcGZ+6/UluaXJ4cFq59mT2cVXd4gIb81anqs2gtuuXp60zFXgY73upq+uOtvwLRmGmTJ8pNflQA2dZJdzes7yyIBPd73hbRsYss5KJpNks1ld5aPUGul0j9q2euM+pn5rDqNnqpvpehddm4q+8Ktxy+Epy2QJkmG4rWV9XXJFhFwFkutcTbNavgjPjVp2Jgw71zmaUSvXMaSjhkRIOLjOgHJqzvLtEz6N0SDwbMaIXDQaJRaLMTMzQyaT2fDjK3W105Citq2jUxX8UIx3bcH3/tlS8P8Xxy17GxyG5oXTc5ajM4Iv0F1v+FCbw/UZs6YRiJIvvDppOTUXdGK1Al+6PrSh0xUrGc4LeQ/emTaMzAfLgC/HLtQzZaF7ieXItRAJinB/MeiTjsJn94Wo28TvW3NzM/39/SSTSe1Cq9QqaUhR21ZXtEw83XilT2NRN2YMPzoTbHj3d0c8IFime2uzw00ZZ9GmZLXIV4SXJiwvjFlKFppjsDMZrEJy1zCwMFcOmpc1raHg9UwuGCZ6pN9isXx6r8vOVfYX8awsqDuphWvArrHUZygf7LbcnxN6k4YP7XQ3NaDA+c60U1NTtLW1bepzKXW10ZCitqVyuYxYS3NiE7q4bQBjDHUuFHzY32C4r9OlPsyim+PVwhfh+VHL06OWig26q76rY/EOrLUSEf7xmEdPveGju1b3VtCXtTw1IjRGYH+jQ2e9oWWVQefIjOWxQZ9P7Q3RuIreJq11hpNZoexLzSM3vghPj1ieGrHEQ/CBHodbm5zLVnTd2NjI6dOnyefz1NXV6Y7JStVIQ4ralqanp2loaNhSK3suYYKddH9z9/p+zUbnhZ/0+4zMB3vK3Nfprmnk45LTM4b6UBCkVmOsIHyvz6cpBp/Zu7YpptNzlh+eCrrz1q9yBuSOFoejMz5HZoSbm1Z+7qmi8KMzPoN54Ya04YEed81hca0cx6GtrY3JyUkqlQqRSATf9xER0uk0DQ0Nl/V8lNouNKSobadYLFIoFGhpabnSp7Ks25sdnhyxTBSF5jWECs8Kjw1ZDo1b6kLBCprrGlfe+G41uuodXpqwTBWlph4nZV/4Xp9H1IXf3rO2gDJXER4+6ZOOwEO73ZqLhqdLwvFZy0xJiDjw8oTPzU0LRyROzVnyFbgh4yAi/GrC8t8HLSEnKI69fh3FtmVf8CzEV2jst5R4PE48HkdEmJ+fP1efMjw8jDGGVCq15nNT6mqlIUVtK5VKhbGxMZqamrb8kHlv0vDkCDw76vPhVXafLfnCN97yGZ4Xbmt2NryHx1l3tzn8asJydMZyT/vKy7lfmrDMlOEz+1zq13ixfnnCUvDhc/tXDjknqnsBjcwLg/mgECXigC9QssFqqQu7zD49Ysl7wg0ZhydHfJ4aEfakgt41K3UNXs7RGct/H/RpiBg+vXd9K4GMMdTX15/7e0dHB4ODg0SjUaLRrTl9qdSVsrXf5ZW6gLWWgYEBUqkUyWTySp/OirrqDTdmDK9PCf252vtklH3hR6eDgPKxXpcHetxNW7XTEDF01RsOT698fsGqGEtXvWHHGlvH5yvCs6OW3qSpacrq5UnLa5MWK3Bvh8MfXh/if74lzOf3h5gswkvjC897V9IwWYRvvlXh+TGhtQ4+sXvtASVXEX58Otj12jXw9vaNr2OJRCK0tLQwPDyM53kbemyltjsdSVHbRqFQIBqN0ti48St6JovC48M+d7Y4dC9yARYR5j2Y9yAVgZIfrDBJRViw4d2FShZKXvDp/3t9Pn9808pTNdmy8J0+j7ECvLfLWXezslr0JAzPj61ciDpRhKkSPNi69nMq+sEoyL6G2i70H9rhEnW55PvWHjfsShpeGLfc0Rr0mSl4wnRJCBk4kws2HByZhxNZYW+Nz3ehuYrw5SMeBS/Y9frdnc6S/9brlUgkKBQK5HK5Tfn5Vmq70pCito2zBYebYTAf7Lh7dMbn+rTl/q5gOqPgCc+PWQ5PW7LlS78uZIKLfEud4Ya0Q1vcICK8NhXspJwtw+6koW9OGC8GF86lDOct3+rz8W3w6X9vw+UZ6NyRMDw7GnwPdqWWvggfmw1GLfas4YJ/ViYaFBM/PmzZlVx5r5/lRpBuaXZ4+KTPLwZ85ipwai7oQXN3q8OdrQ4RBx4dCkZ+VitXEb75lodn4XeuC61rFdVipkvCM6M+7+tyzwXDeDzO9PS0hhSlLqAhRW0bIrJpq3lubnI40Gh4bszy9IjlyLRHexwmS8Goye6U4Y4WQ33IMFUSEuFgBGWsIJyZs5zJBWEm4oBjghGD9jrDh/c5+AJ9cz6/HPL58BJ9ObJl4dt9PhEHPrkvtCGrd2rVkzC4Bo7NCruWqd08OhNc8JPrqO0wxvDxXSH+/qjH82OWB3esfVuDsi84wMuTQioc9KC5pcmhte78+X2gZ/XHFxF+fMZnpgQP7VnfMu+LVWzQcfipkSDwXZ8O+rVAsCHhyMjIpv6cK7XdaEhR24bjOFQqlU07fsQNeo8cTDs80u9xOgf7GuAd7St9knYpesJTI5aXJoI+Jvd3Ge5oCQosrQi3Njm8PGn5s9c9diQMd7Y47GkIVqAcmREeGfCp2GDFzOUMKABhx3BDxvDqpOWd7c6iBbG+FSYKcHfb+s8tEwumak5kLVaWnkLxRTiZFXYlDe4iK4BemrA4Bm5vNryny92wqZhD45a+rPD+bmdD2/2fyQXLrnOVYHTtgR53QX8Yz/Nw3c1pz6/UdqUhRW0b0WiUbDa76c/j2aCmYX+D4WO7arv4hZxg+avrwBf2hWi54NO8YwwP7nC5vcXh9alg357v9vn81m54etQymA8KPD/SG1rTUuWNcHery2uTHk+NWB5YZPQh74ElKLTdCAfSDsdmg+LgpaZjXhizPDYULL9+V7vD25rPF60O5i3D80Hdzl2tG7fJ5ERReHTIsidluG2RDQetyJrC0FRR+M4Jn0QYPrvPpeeiuicRYXR0VKd6lLqIru5R20Y0GqVSqeD7m7tz8CuTFtfAB3fU/un80LhlvAgf2ekuCCgXaqkLPvF/bn+ImAs/POUzURA+uMPld667cgEFgrb4t7UEy5FH5i/tOX9+o8Q19qO/yM5E8FpPzy19vNtbHD6x26U1Zvj5gOWbJ3xmy8Hjnx6xxFy4MbOxb2GPD/mETFCwe/GIhi/Bqqvp0uq+B0Vf+G6fh+vAp/aGLgkoEKxcq1QqurePUhfRkKK2DWMMoVBoU0PKZDHYuO9g2tS87FdEOJENWsTvqaHYtTFq6E0ZPIHP73e5uWnzVo2sxrs6HKIuPD2y8Pvr2aDIM+LAz/stP+v3OZm1zFfWHljqw4ZMFIYXCURnhR3D3gaHT+11+UCPw2Be+Js3PB4b9OjLCtenHeIbuDT7jSnLsVnh7jZn0YZtMyXomwsKrGs1Wxa+2+czVYKP97qklhiJcl2Xzs5OxsbGdBmyUhfQ6R61rbiuu6aQ8q23PCoChmAsIGwgEQ4uluFqsasV+NWEJezAvZ21TyH8aiLYsO6+ztozf0vM8IasfnO99ZivyLLdUmNuMMXx7GjQ1bUxahidF37aH0zL3Npk8KzwyoTlpYlg/6CH9qz9LSQdNczUMCphjOFtzS67Uw6PDfo8OxZ8zY7Exn3vfBEeGwra9N/Ttvi/YzoajCiNzAs3Ny1/PBHhzWnhZ/0+FvjQTpcdS9S35Kq9Y36tLUosFqNYLJJIJNb5ipS6OmhIUdvKWlc+NEYN40XBChgD836wB03ekwUTGG118MEdoZpXsFgRXhy3pKPB0tda7W90+OWw5fFhn4/0bv6v4ZvTlh+f8fnS9aFlG5vd1uzwwpjll0MejjEcnhbqQvDxXS7XNQav733dwkhBkHXO/LTHDX1ZoeRLTXvpNEQM7+1yODbjczAN1zVuXEjpzwnZCtzfvfSolmMMzVEYK1jyFQdPwLdB2A1Vu+CGHcNw3vK9k8Gy6M644SO9CwtkRYLl6EdnLEN5YSAf/Fy21hl21NUxPz+vIUWpKg0palux1q6pHf5ixaAQXDB8CUZRgJp31T2rPydMlRavYVhOqtruJXKZRlKaY4aKhTem7bKFpokwdMThzRlwjHBPm8Ndrc6CZdOxkDm3bHY9ehIGIfge1tpsTQAfOD4Lz49Z7m7bmKLZVyaC5eO7FnldIsJoAV4Y8yn4MFOAP3t94ZRM2IGKhfY6GC+AcYKRnt6k4bWpYG+kvCeU/aAIea4SjOo1x+CmjMMdLUHPmFKpjtnZWV2GrFSVhhS1raw1pCzFGMNayxo8GwzTA+xY5UU7ZKApCqdzln8+Jdzb6W7YypnFNMeCi+ZTI5Yb04vXXEDQEK0/D7dkDHe3uTVtOrhWXfUGBziTE/bWuAlwyQ/OpzlmNuT7VfSE16csR2eEljoYyAe1RfEwzJaCDQrP5ITpEkQduD5tiIcN8RCEnKC/zFRRKFmIuXB4yuIDKRfGC8KZav1KKgK5MrhOEIjf0+lwY+bS5d6RSIRQKMTc3JxuOKgUGlLUNiLV+QVZ7zzDBnlx3HJyTri3w1n1BfO5MctkCVJheHNGODXn8Yc3hGreEbjkCxVLzXvSGBP05fi7Nz2eGbXc371wBEIkWHr7wliw5Pf9Pe6m18sEhbGGlycsv9a6dHC60OtTQSj8wA53QdO21fCs8PJkEEwGc4IlGAGZLMG3Tpyvd0qFg20QelOGO1sM16dX3uSxJ2H4xls+d7U53NHiBg3nTBBovn7cY6Io5L2gu++dLUIwnnKeMYaGhgYNKUpVaUhR20Yul8N1XUKhK/tj64vw/KjliWFLd/3ShZaLERGeq/b/ONho+NBOl4Gc8I0TPs+M2JoKdq0I3+nzGcoL/+ZgiHS0tot1c8xwfdrw8qTl7jbnXMApesIPTvmcnBOuTxvubt38gHLWvZ0ux970eGrU8v7ulV973hPCTjAytFq5inBozPLKlKXgBVsU3NXqsL/R0BEPpsNG5oXZMuS8YJSsPQ6f2F37z9vO6hTPY4OWdMQsWO11Z6vDd/p89qWCkPL1t3we2mMumWL0fX/L7/Ct1OWiIUVtG9lslnQ6fUXn6o/PWh4b8pkswt4Gw4dXUYsiIvys3/LypOVAo+E3eoM+LP8/e+8ZJMl1nuk+52RWl6/23o738BhYgiRAOAIkaEWQopVEidq4d3fjXt270p/9cSM2Yv/svVIsY0U5ShQpEDQiAYIESMID5AAYeMwMxs+0d9Wuuquqy2Sec3+c6pnumTbV3dXTPYN8IhDoKZOZVZVV58vPvG97FBpDggNDirAPrq9deLHOuprHzrr0JDUPtFlFBygz3NZg8f64w2uFbErnlOLX3S6Tebi3VXJNdeldfhejJmAmit6MK7aVCzoWUXhVWnM6oVmuKv9oRvF0rzqnybKtXHBDrbxo2qbMmlu2y7nw2pAir3TRGS4hTKPsj04Z5+Rv7Dzv9rwlZsauUw5MO9DjwPeOO9zdatEeOW8+qbXGskonUOfhcTnjBSkelwXpdBrHcQiFQut2DIfHFL/qcqkKwKc6rGU5FGutebrXBCg3Fxx1ZxYlIQRf3mbx3eMOL/YrWiNy3lKG0ponOl06pzT3t1rsq17+1XZVQLC9QvD2iCJkG6O/Cj98cevFKqiXig83SbqTRoX3C1uY14UaTKOsEGaBf6LTpcIvyLrGrK87adyP60NmpDxkwdC0GaMeTJvJnfaIaaCuDhT3OpvCAoXRclnOuHPINqPZ/3DU4XcDLg9tMj+zQgj2VkleGlC0h2FgGpIOPHrK5YE2i33V58+HjVLS9PBYb7ycosdlgW3bKKXIZDKXdL9pR/PKoMsjJx1+2eXSGhF8bbu9rAAF4Lk+xVsjiv0XBCgzWNIY71kCftnlkHEuXqReGVKcmtR8rEVy9TyS7cVyW4OFAF4cUGyKCr6xY34V1EuF3xI8vNUm4oMfnnJ5stthNKNxlSaZ1zx6yuF7xx1e6FdUlsH2cuhJmXLMkXFFIqe5ulqyq9KYOSbzmrNTmuEMjGY1jSFBaxi6kvBktzqnWrsUrQW5/u5FVHEXIuITtEdMI+7sgGNflUQCg9OQU8a88upq0XmROwAAIABJREFUU4abodTN4R4elzNeJsXjsqCsrIyGhgYGBwepr69f84yK1poTCSPGlXagOmAmMq6vlSvq19heIQjZkpvrFy6n1AQEHTE4Pg7/dMzhgTaLjpg8dzxHxhTtEbFoOagYqgOwOQZnp+DmeoG1AdbDiE/w5W02Lw64HB3XnJ10iPqgP33+MUEb7muzF7QdmM1T3Q7HJzR/stM+934fHlM83ePy41MOX9+5dJNywBbUBJjXJmApMo6mO2ncsI+Ma/ZWmX1FywQ7KwXHxs9v0xLnDRTT6TQTExM0NDQse58eHlciXpDicdkQDAbPBSoNDQ0Eg8E12c/ZScXvBo3xX03A+K2sdJJkhtaIpLUIfa4yKbCkWcAePe1ye4ORaR+eNnosN9at7jgcZZpuh9LmSv6RU4qIT/G/7V1/z5iwT3Bfq4UtTNZpKg+7CoJtN9dbVAUoujekLSJ5d9Tl2IRmVyFLsbdKErLNBM+PT7t8ZpM1R/9lPir8gsQyvXoAjk1oMq5p8H22z2VHhTh37DfWSUYzLq4yCrYzW0+lUsTj8TU9tz08Lje8IMXjsiIYDFJfX8/Q0BCNjY34/f6SbTvnap7qdjk6oSkvM42kV1XJc1e5lwKtzX9/sMXiyW4TLL03qoj6jJT/7mWWmS7k5QHTQKqBugDUBAW162hsOIPSmpcGFL1JRW8KOiJwU71kU2xlWaPdlYIDg8aHaGfF+abUzTHJA23wVI/L450un9u8+CRTzCeW5dUzw6Exo0J8d7Pk5UEj4uYrfHSNIck3dpp/DKYUlXaesbEEiUSCpqamkp7THh6XO0v+4gkhdggh3pn136QQ4j9f8JiPCCESsx7zX2fd1ymEOFS4/Y1Zt1cJIZ4WQpws/L+ytC/N40olFApRXV3N4OBgSc3YcgrOTmlurpd8c5fNtTXWJQ1QAHZXGbn1vhR8bYfNw1stwj7BWM4IjE07K9eJeSPucnBY0RGFWxskeW3KEbc0rP8kyTsjileHlJGHDxidlpUGKGCaT29psIhn4PDY3PdrX7Xk3haLzikzDr4YAdv0jbjLeM/j05q+lOaaajNB9IfbrItE28BMq2Xi3QwMDOA4Di0tLV6A4uFxAUtmUrTWx4FrAIQQFtAH/Hyeh76stX5wgc18VGs9csFtfwk8q7X+70KIvyz8+78UfeQeH2ii0Sj5fJ7+/n4qKioIh8OrHtuM+ATf3GXPu6BcKpzCmhkovJSOqKR9u+DgsMvz/ZrvvO9QE4CPNRs/mPIyihoZfnvE5ZlexdaYGX32W4I7Gq1lLb5ryUyf8EOb7JIp7+6pFLwZFzzb57I5JuZ8rlfXSDKuXrIBuq6QZRpKa5rCxR3XkXGFLUwwtNBno7VmdHSUpqYmysrKPAl8D48FWG7u+C7gtNa6qwT7fgj4XuHv7wGfKsE2PT5AVFVVUVNTQyqVoru7m9HR0VWPbq5ngALwRlzhl7Apdv44hBDcVG/zzV02H2uRTDumX+U77zv87KxLXmkmF5lYGUxrnuszkzyf3WzNMfOzNsjiOHNIQytoUl0IIQT3t1lkXHh39OKMyU31S1sRNITM/fFlDJXd0Sj58nab0CL9LtlsFsuy8Pv9XoDi4bEIy+1JeRj44QL33SKEeBfoB/5Ca32kcLsGfiuE0MDfaa3/vnB7vdZ6oPD3IFA/30aFEH8K/ClAW1vbMg/X40onFAoRCoVwHIeBgQH8fv9l6yA7mdN0TmlubZDzugJXBwTVAYu9lZLOKU08o/n9oOJ/vGtKXrfWyzmKtVprjk1oft3tErTggfblmSCWirzSDE+bUeD5HIaTec2zvYr64PI9kJaiLijYFBW8HlfcUCuXbSCZX7waNC9SCBqWGD5LJpOX7Xnq4XEpKTpIEUKUAZ8E/mqeu98C2rXWSSHEx4HHgG2F+27XWvcJIeqAp4UQx7TWL81+stZaF4KYiygENX8PcMMNN2yM3LTHhsO2baqqqhgbGyMcDl+WV6dHCr40SzXHBmwzxroTc6X/zohphj0wpHhtWGFL00dRXgaJHNQH4bOb7aJ9fkpN55Tm38+43NdqcU3NxcdwMqFQwP1tNoFlBhHFsL9O8qPTRvZ/R8Xytl8TgE92WPO6I6+G6elpamtrS7pND48rkeVkUu4H3tJaD114h9Z6ctbfTwoh/pcQokZrPaK17ivcPiyE+DmwH3gJGBJCNGqtB4QQjcDw6l6Kx5VOMpkklUqRzWbP3SaEoKysjFgsRigUYnx8nOnp6XVVpl0pg9Mav2X0UoplW7lkW7k8N1rcOaVxXdgSg9OFb+WdzRaxNXRYXoqtMUFTSPDKkMveKnHRNE0iZ2z2qtaoZ7QtKojYpuSzo2J5FW4h5gqtlQLHcXAcx2uS9fAoguV8Y7/IAqUeIUSDKFy6CiH2F7Y7KoQICyGihdvDwD3A4cLTfgF8rfD314DHl3/4Hh8UtNYMDQ2dG0FuaGigoaGBuro6AoEA8Xicnp6ekk77XEqSec3xCc2uZS6iM9jSqLb+73tt/uJqm89v8fHRJrOtH51ymchqMo7mzbjL8YkV1DBWgRCCDzVKEjk4MDh33+m84s2C8/JaYQnBdbWSM5OazqlL+9rnI5vNer0oHh5FUtRPQyHAuBv4s1m3fQtAa/0d4HPAnwshHGAaeLhQwqkHfl74MtrAI1rrXxc28d+BHwsh/hjoAv6gNC/J40okl8th2/a89vV+v59YLEY2m0UpdVkKYb0ZN4vnVdWrW7hmN/7eVG/REZX84KSRlc+4pkFsS0ywvVysaJFUWvNsnyJiL290eVNMsrNC8XpccX2tPHecrxYClMk8fPeYw53NFttWeGyLsb9OMjStCS8h3nYpcBxn3Z28PTwuF4r6pmitU0D1Bbd9Z9bf3wa+Pc/zzgBXL7DNUcy0kIfHkqTT6UWDDyEEgUDgEh5R6UjkNK8MGRfgpnBpNerrQ4Kvbrd59JSDBr6yzaIpPDcIcJUmp8zY81LBwcmE5s244sH25Y9776+THJtw6ZrS7K4STGQ174yY0d4HOyRPdrn87KzLlpjgwfal1WCXg13wRtoIuK7rBSkeHkWyAVw7PDwWx3VdEokE5eXl630oa8LBgqDY/rq1+TrWBsU56fUj4/qiQOTslOZvDjl0L6GsqrXm5QGXKj/npOaXexwAE4Vx6dfjClfD3S0WbRHJN3fbfLTJTC49ctJhfAVy9JcDXibFw6N4vCDFY0OjtSYejxONRq/IRsN3RhRvxhW7K8WaOhF/aatZFI+OK/Jq7uJ/ZlJjC5YUKxtIa0Yypoy0En0VW0CsDE4lNF1Tip4pRcQHkYJtkCUEN9VbfH6zxVQe3h5Z//6RUqO1JpVKXZYlSQ+P9cALUjw2NMlkknw+T2XlleWakFea3w24/KbHpdIPH29bW2n6mqDghtpCH8jQ3MV/IK1piYglzfveGTVKqssd451BCMGOcslAWvOT0y4px0z2PHbWnfO4jpjkq9ttPtJ05f08ZbNZbNvG51t/Q0cPj8uBK+9XwOOKIpPJEIvFkHJ9TtW+lFq1iu18PN3j8rtBxY4Kwdd22Iua3JWCo+OKt+OaaRd+P6j4txN5XhtyGc1opvKagNSLvs680hwd1+ypEkVpmbw7ovjecYe0c+E2NVIYfZc/2mnz4UbJ2SnNL7ucORL9VYH5hd8ud7xSj4fH8vCCFA+PBehNKr5/wuWlgdKWHfJKc3hMs7tS8KlNayNgNpv3RhW/6HSpDsKXtlrsrhQMTcPz/Yp/OOqQzsOxBDxyyiU+PX+gcnZSk1cUrTNS4TcZmpf6z793oxnNu6Oatog4Z5x4c73ktgbJkTHNYAkl8TcqPp+PfD6/3ofh4XHZ4IX0Hhsay7JIp9NEo9FLnk1pDguuqZa8MqSwhHEOLsXVfdYFBWsenAAcGDRBVkfBt8cnBeM5eH/c5Y5GicA4/A6koTep+cFJh2/ttudM1sw0zJaXQXuRyqvtUclNdcZleEu5oCEoePSUgy3hvjbrXObIaKhY7KyQ5xprNxJDaU1tkJJldcrKylBKkcvlKCsrK8k2PTyuZLwgxWNDU1FRQTwep7e3l8bGxktayxdCcE+rNP0jg4qupOaT7RbRVai39iYVPzvrrqq3Yzk0hQXX1UjuapZYUjCY1jzV7dIcFtxYJ+f0oQymNf9y3OHouOK62vM9MpN5Y7B3V7MsqmFWa01WwYcaJWcmFU90utjSODz/4bb5XY5XE6BMO5qsCxX+0r2fWpvP/PeDintbJdfWlKZnSAhBJBIhkUh4svgeHkXglXs8NjRSSurr64lEIoyPj1/6/Quj2fFAm8VQYRFfaVkikdP88JSLBL6+06Y9uvZfv46o5J5WC6sQjBwdV0gBny9kVWYTKKzDv+1V9M/qxTlUcBDuKOJ4Xa355+MO3z3qkMxDR1RgCaj2wxe2WtSHSh+YHR6bKVuVplykteaZPhOg7KsS7FrCS2m5VFZWkk6n1+V89vC43PCCFI/LAiFKr0K6nH3vq5Z8ZbuNJeHRUyvT8Hi538HV8Lkt9rL8eUpFztUcHjOln8A8QmnlZbCzkN351xMu3zvucCrh8vaIYnNMFJXtsITg/jaLnILvH3d4Pa6pDZoelOYSCNVN5c1rmE13UhOwIFQiA8Xn+81Y+I21ko+3WSUvy1mWRVNTkxekeHgUgRekeFwWZLPZdVeUrQ0KvljQG/lFp4ujigtUpnKafzqa5/A4+CT413baeEGSebPvW+rn/9oLYRp5v7HD5vYGyeA0PNGpSDlw8zKE5hpDktsbJAqoD8AnOiysEvUTPdXl8sbw+SBFa83pSX1RQ+/RccVPzzhkLpouWpwTE4qDw4rraiR3Nss1C4zXM+j28Lic8IIUj8uCTCaz7kEKQKXfZAoG0pofnCguUDmRUMQzJkshgF91uXPGbS8VVQHBn+yylxSNqw8J7MJDsgo2RQVtRZamMo7miU6HA0OKvIIvbrOJlijDASaTEp7VljSZB6Wh+oJT48yk4uykGXculr6U4lddLvVB1jRAAVBKYVnrFK16eFxGeEGKx4ZnZmRzo+hL7KiQPNRhMTitebTgMLwQGVdzYFBRXgYPtFvc3WLRm9I80emi1iFQKXZK5b1RRXvE/H12SvP9Ew5ZV3NmUs2jfWI4M6n45+MOR8Y1YRs+v8Wat6y0UnKuZjQzt8k2V9CBC12wn64pzdZyQVmRpZq+lOJHp1xCPvjs5rXXrRFCrIn+jofHlcbG+NX38FiETCZDMBjcUOnxXZUSR8EzfS7/eNTh+lrJ7Y1zp2UcpflpQVn1y9tMo+q+akHK0bzQr4j2qTW/Yl8pyTxsjkmuqxX8/KxLX0rz/73nnLu/OSwI27C3SrIlBm+NGHfkgAX3t1pcXVPa6x+tNZ1TGoV5X7umFJM5o8UC8NqwS09Sk3E14xmj6dKT1Lwx7OAqcBFMOxD2QV1QEClkd0I2pPLw41MuYR98catNbBXTW8t5PRvxc/fw2Gh4QYrHhmejqnTuq5a0RgS/G3R5bVhxMqHYX2cRsDQTOeOJ05vS3N0iaZlVYrmpTjKZMwZ79SHB3qqNt1hJAa42WaP/tE/w/rhpJh3Lmvv7UiY4OJlwCduQdKAlLPj8Fgv/ChtNXa35ZadLU0jw4oDi6hpBbUAyktEcn1BM5c0E0htxzRvx81L6TSGYysGhjCJomVHkPVWa7il4fViTyANofBLy8+jylZeBJeHhSxSgeHh4FM/G++X38JiHjZoar/ALHmy32VupeLbP5dc9c31orq2RXHdBVkEIwd0tkr6U4sCgy57KjdVEOZ7VZFyIFno/grbg+lqL6wvaKdOOZiCtcTU82eWSdCBswx9us1b1OiwhGJ42AV7YB2/GNWBGtjfHBPvrBK0RgaMgp6CiTCCECTLmK2NprXnklIOj4Y93WoR8koyjGZo29gBoiGc0JyYUGQcyjtmWh4fHxsELUjw2PEIIlFqdNL3Spg9ke4Usue4FGFO8b0Tgbw67RGy4q8Wiyi8WFBgTQrC/zuKJLpfOKc2m2MYJUo4URnz3Vc//PgVtwebC8T60CR49ZUpaEzmoXIVR9dExl6yC0azGAq6qgn3VFk1hsSLXZSEEtzVYPHrK5Te9ioc6zOj1bNXcncCeSskjpxwePeVwb5tRv11rpJS4ruuVfTw8lsBrnPXY0DiOw+TkJOFweFXbySuYysPjnS6nE8UHPMcnFO+MKLLu0pmcpCPIunBdrWRzTC6pgLqjQhCwjCvxRskUaa05Oq5oCYuipnI6opI/320yLI93OiRyS78OrTXxac07I4qnu/P88GSev3kvz697FMk81AfhP+y1+Xi7j9ZIcSq3ix3fnc2S4xOmD2i+97kqIPjSVptomXFkfqHfXfPPw7ZtpJTkcrk13Y+Hx+WOl0nx2LA4jkNvby+xWIxQKATAK4Muu6vkvNLqi+G3BF/YavF37zu8MmTEyYq5gn0jruhJap7vMxLze6skuxcoz4xnFFEfDKcVsPR4qS0FH26S/KZH8c6oKpn0+moYTGtGs3BPbXHvb9rRPFcwERxMw/dPOPzRDvsiYTVXaU4mNEfGFb3JQrkFoxvjk8YTqKIMBtLQldT0pTTbS2QbsL/OqAUfHFak8pp7Wi/um6kKCL6+w+a3PYpXhxTxac29rdaa9qiEw2FSqRR+/yrSTx4eVzhekOKxYclkMvj9fqqqqgCjkfHqsOLtEcU3ds41wSsGnxTcWi/5ba/i9KQZUV2KL201mijvjJrF9Ykulxf7jZZI0IJpF6I+U/4YyZhszXtjkFMOH2sxTr+LcU215Oi45vk+xebY8oOvUvN6XFEmYXfV0knWobTmZ2cdpvKmGThkG7XWfzzmcFu95MyUptIvyLmaM5OapAMRH2wrFzSFJfVB47zcGBI81GH6WfJK88hJl192uXzBR0lUagEebLeIlSleGVJkXZfPbr64f0YKwb2tkuoAPNen+O4xh/vbrKKdn5dLOBxmZGTk3Pnt4eFxMV6Q4rFhUUqdcz6edjRPdblU+6G/cLW9JQauYllaHFfXSF4bVrw84LI5JpbUDRFC0BQ2i6rWmsNjRitkcFqTc80Ia9eU5q0R8/ioD9oj5vjKikiMCCH4eJvFPx51+HW3y2fm8dS5VKTymmPjmutr5ZJS8KcTisc7XfyWGa9uKgQT9SHBo6dcnu6bKamZssn2csHV1ZJNF7znN9drXh5QHJ/Q7KwU+KQJWP7tpMMPTrg81AE7S9BDJITgw00WActMLi2URRNCcGOdxeaY5PFOh5+fdbm1XnNHU+mzXIFAANd1yefzl9Q408PjcsILUjw2LD6fj8nJSQCyrubslEZjGqle6HP5xVm4tUFye2PxC4glBHc0mobVQ6Oaq2uKDwiMh4+4qKHUUWbU+I1hxalJzd5qi4+3Lx0AzVDhF9zVYso+T3S6PNRx3hDwUvJ8v6nBXLuExslUTvPzsy5VAfj8ZnuOK3RHVLI15nJqEu5oEFQGJHVBQfUCXkW31EumHaNdMkOF3yjj/uS0y1SJTANnuKm+uHOlOiD42g6bX3W5HBhSNIcFW8pLm1ERQhAOh0kmk1RWVpZ02x4eVwpe46zHhsW2bVzXLJxHx02AUu0HhZkkUZj/lsvuSkFzWPBcv8ux8dVNDYHpLemIynOePJYoXtl1hmtrLO5slpxIaH5yxiVZ4sV5KUYzJkt0Y52kagnzw2MTCkfDQx1zA5QZyv3mZ6UjZiapFgpQwLxPH2uxLtqn3zKmhFcvMGF0KbAKWa5bGyRt0bUJGiORCFNTUxumcdrDY6PhBSkeG5Z8Pn/O32RzTHJzvRFBm0EAbwwr/uH9PAeHXfJFGv4JIfhEu0WlX/BYp8vBYXfpJy3BRFZzZFyzvVws6Y2zEPvrLD7WLOlJar57zKEnufoAqljeHjH7uqYIpdjOKU2lH6oW6PecGUNe7bJry+Jl7dcKW5rM21qV4AKBAEII0un0mmzfw+NyxwtSPDYk2WyWkZERYrEYYHodPtJk8Se7LGI+uKkWGgKm3BO0Bc/1KR456TJdpOtthV/w1e0WOyvMc98eWV2gMqPAulq9kxvqLP5op41Pwo9Ouec0S9aSjKs5PGZKGpVLjE27yrgON4YWno6qLWRFjk942YGlEEJQXl5+rqzp4eExF68nxWPDkUgkGBsbo7q6mmg0Oue+cr/kz/fMXSBvrjd6Jr/odHn0lMMXt9lLNn6CKTV8osMid9rlmV5FU0hSH1pZkDFWMBncU4Imz+qA4KvbbX5+1uVX3S7N4YVF4UrB+2OKjAsfa1762C0p+Nxmi8VkY1ojgvaI4PCY4qNNG9ObaCMxM+Uzu1Hcw8PD4H0jPDYU2WyW8fFxWlpaiMVi8y5w8922o0LymU0W8Wn46eniMyqWEDzQbhG04LFOpyjRtgtxlObQmBFAK1V5IuwzAZTScGiNsyknE5ryMmgsctx3a7lcdCxXCkFbVJB25vfK8ZiLZVmEQiEmJibW+1A8PDYcXpDisaHIZrMEg8EVjWRuKZd8ssOiP635VXfxqqFhn+ChTRbjWTg4vPxVtSepmczB9bWl/TqVlwnKyyA+vXZlk9GMcRfeU4QuynIYntb4C0JtHktTU1PD5OQkiUTCa6L18JiF9xPisaEoKytblVT4zkrJhxslpxKad0eL/7FvjUg2RwXvjigyK8imwOobReejOSzomtJrtnAdGHSxBNxQRMPsckjkoNy/sB5JMRweUzzZ5RTdEH05Y9s2TU1NJJNJuru7GRkZOTfZ5uHxQcYLUjw2FH6/n1wut6pFeX+dpCUseL6/+LIPwO2NkpQDT3QuPSnkas1oRnNkTPG7AePU2xYpfe9Fe0SSVUYcrtScnVQcGdfcUCcvkrFfLREfJPPG2HEluFrz2pBLf1qzTGHhy5aysjKamppoaGhAKcXAwICXVfH4wOMFKR4bilL8KAshuKfVIuvCe6PFl2+awpJ7WiWnJzWPnz1/FZtzNacSijfjLk91O/ztkTz/412Hfzjq8ESXS18arqsVREq80IMxIQzb8OIC5ngrJeNonuo2Cr63N5T+Z6AlbHpSpvIre/6BQUU8A7c3XixffyUjhMDv91NbW4sQwutT8fjA4033eGwoZiTCV7sw1QUFIRvOTGpuqi/+edfWWKTymgODmv/3nTzhMhjPzn1MfRC2l0tiZZo34kYe/8a6tTEHDNiCu1tMn810QYZ/tSit+dlZl6RjJO3tNdAAmRlDPpVQXF+7vPema0rx+0HF3irBzjXyzdmoJPOat+KKDzVK6urq6OvrIxAIEAwG1/vQPDzWBS9I8dhQuK57TsBttVxdLXllSNE9pWiLLrzYaW1cd08mjLx9X8o0fYZs07y6u1LQFBLUhwRKG38eIQSJnObZPoePNq2tMeDOSsnOEqmma615ulfRndQ80Hbec6fUbIoJNkUFT/cqJrJwV8vSn+lQWvPqkMvJhCbmg3tb198VerVorTk6rmmNCqJLZNomc5qfnHaYyMGuSklt0Ed1dTXj4+NekOLxgcULUjw2FJlMhrKyspJs64ZayaFRxZPdLt/ac/FirLWZbHkjblyRLQE1Abi1XvLqkGJrueCuloW/ImEbbAGTKyxprAfP9hkX6f118iIPolIiheBTmyx+0+PyelxxXa28SChOa81AWnMiYUwbh6ehTMK+aslNdXLdjBaLZTCteSPucl/rwtmo1+OK5/oU11RL7mubP+jSWnNoTPNsn4ur4DObLWoLXkbhcJjx8XHGx8epqKj4QJW+PDzAC1I8NhBKKSYnJ2lsbFzZ87VmNAND05qhtGYko0EYn5/Hz+axpSBsC+qCAqU1rw4rRjIQsODDjZLraiX+gs7J0QnFxBJDRrYUNIQE3VMKrTe+aNk7I4o34orrayV3Nq99lsJvCW6tt3h/3OHQqMvuSouelCI+DYmcZjCtSTnGlbguKLizWXBVlVyWq/V6MpU3fkeucnmw/WJTyLdHXJ7rU2wvF9zbunBA+Gyf+Vyaw4IHC3YNM0gpaWpqYnBwkOnpaRoaGjzBN48PFF6Q4rFhmElr+/0LmMIUSOc1Jyc1UzlNXkHWhd6UYjRzfgzYFlAdgKoyqCiD7iRIoUk5GqWhvAws4BPtFjsqxEVXwlV+wWhm6UbVbeWC5/s1E7nznjUbkfGs5ulel01RwZ1FKMuWipqgYFsM3h3VHBhyAPBLiJVBR1SwKSbZEhMEL5PAZDbbyiUfatS8PKAYz7p8bot1rnl6Kqd5tlexOWo0eBYKYA8MurwRV1xXI7m7Zf5A17ZtmpubicfjDAwMUF9fj217P90eHwy8M91jQ6C1ZnJyktbW1gUf4yjNb3pcDo/pc8GIJYxgWH1QsL3eeM80hATVgfmdiLXWPNPn8mZc8x/3WoQWUBsrk8bAcClm3HtfGXQ5NamRAq6pltQEBN1Jjd+C2qARZasJiHOZmkvNjEjdA+0W1iXM+IxnNWUWpBzoiMK9rTYVZavTT1kJWmveHlE0hSUNK7Q+mI/bGixqA4Inulz+7aTDZzfb1AQEw9MaR8MtDXLe91trzYEhxcsDij2Vgo8tEKDMIISgtraWsbExenp6qK2tJRKJlOx1eHhsVLwgxWNDIITx45lvzFZr4zD86pDLSAZurJXsrZLUBucPRJbaT7YwJbPY1ft9bRZlRSQcNscEDUF4b0zTGhFYAn43aAICnwRXwcwQtCXM1EtN0GRqrq2RlyyD0JdSbI6tzZj0bPLKBANnJjXTjmZo2tzuEzCZO990fKnJKlNWua4GGkKlLXVtr5D8gQ3/fsbl+8cdvrbDZrowwV62QK/KwWEToOytEny8zSrqPBZCUF1dTTgcZmhoiFQqRVVV1YrUmT08Lhe8IMVjwxAMBpmenp7zo5t1Nb/odDk9qakJwGc2WWxfxViqqzRnJjVtkYVdfIGiMx6WEOyqlAxOK+5ukdQFJVM5zUQIAyqxAAAgAElEQVSu4BQMjGZND0ZvUjM0remaMr0Mvxs0fQibo4KrqiXhNQwg/mjn2i1kqbxxUX53VDFWGNeuDZgg8NYG02fy/rjipQFFT1Kv2il6JQQsQU2Aokp4K6E1Ivn6DsE/H3N4stuo+EZ8UDvPUM4bcZfn+xXbygUPtC1fByYQCNDa2srExAS9vb1Eo1HKy8uxbXvD90V5eCwXL0jx2DD4fD7y+fOjMpM5zU/POIxMw90tkutqVt+cOp6FtAObYqXry9hRIXm+X9E9pakLQrRMEJ01klwXNI2h28rPP2d4WnNoVNE5pXhxwKT+b2+Q3Fgnl50dWg8SOaO2253UdE9pFEZxd2eFoD0qaL9g5Pu6GslLA4r+tGZTbOX77U8p3hpR3NNizTFzHMkYk8TFJoKCtiBTAqV5rfW852GFX3Bni8VT3WYnN83zWZ6ZVDzTq6gJQGNIcHZKs3kFQZuUkqqqKmKx2LlgRQhBMBgkEokQDodX9uI8PDYYXpDisWFwXfdcFkVrzWNnXRJZ+PwWq2RBxdEJU3zpiJYuEJgRWJtexgJYFxTc1WKhtKQnqTk4rHi+X3F8QnN3q6QxtLEnOPpSmpcGzGK7v06yu0pSF1z4PQ3YglgZDKRXl8kYSJss1GjG5YtbTaDy/rjil10uuysFD7Yv/JNmCSO3v1Jyrub7JxxaIoLbGyxC9sWlq6uqBP1JODoBN9cLTiUU0w70pzU9SUWucI6MZOClAUVtADav4ty2bZuamhr8sSqOjOTYFcgyMjKC4ziUl5cvvQEPjw2OF6R4bAi01mSz2XNXgDPS9j4J1YHSBBRam7JER1SUVHzNVxB+W4lbsRQm89AWERwdN0293zvusjmmuKlOLlmWWi92VQja9trL6nHxS84t0ivl+lqLsC14rNPl79536IgK3h/XNIcFH2lavNck7IPB9Mr3XWYZQb+3RzRvjzh8qsNiZ+Xc1y+EIGhBTsF33nfJFl6vLaA9Koj6IGQLbqiVWHJh24CJrMkMFfPZT2Q1j5x0STkWLVujNDWF6OvrI5PJ4Pf78fv9BAKBDXkeeXgshRekeKw7WmtGR0fRWs9R1izlFAaYq/BEDm6qK+12hTCLz6mE5rk+d0UaJEIIdlcJtpQLXh82gms/POXSEBTc0SRXdbW9FgghiCyzzaUpLHh3VNM5pehYRAF4KXZWSr7sg+f6XI6MaxqC8LnN1pL6KmMZiK0wOE3mNRGf4JZ6i8NjDrUB2F4x/9TO2aQRBWwOC7bEJFUBc37M1+fkn+dUSec1/3LcYWu54P7Wi/VXLnzsIycdcgq+vN0qZOAkLS0tpFIpcrkcU1NTCCFobGwsmZqzh8elYmP98nl8IJmcnCSdTtPU1LRmV3sz48thG3ZXlfa0H8uYKZZyP+xb5bb9luD2Rotv7bG5t1WSVZofn3b5TU8JminWmXMqqiWYaGqJSB7ealPtN2PgSwUoOdfYHdgSXup3ebrX5feDLu4SbtcA748r/vaIQ8bRVAcEm6JmUmm+3qEjY4qhadODc3+bzfYKuezR86AN19dKDo9pHu9c/BhfHHCZysMXtlpzSoS2bVNeXk5tbS0tLS0EAgGGhoY8V2WPyw4vSPFYV5RSjI2N0dDQsKZXeS8PmMXjnlaLQIm1So4X+ly+sMU+txCvFp8UXFtj8cc7bW6tlzSVOKu0HsystaWKQ8ssgRSLl5C01hyfUBwedQlY0JPUvDKkODyqODikKEZ5v7LMHPtPzrik80aluH2enqa+lOL1uEJgBAZXGhAIIfhQo8XHmiUnEppfdV/8Ah2leXfE5d1RzY11i/cwzYwuCyGIx+NeoOJxWeGVezzWFcdxkFKWzK9nPt6Mu7w2rNhXJdixBq66MzoogTX4NtlScMcSvRaXC5Vl5qro0KjLR5sXfrPOTCpawmLO9M585Fxjg7ClfOHHHZ/QPNbpIoBNMfhkh41PgCUFeTX/lM6FNIYlD3XAE10u/3TMJeXATRcEKacmXB7rVIR90BaBFwcUEznNva3FaaDMxw11Fomc8f+5ulrRHpUkcpoDgy7HxjVBG2I+Y+mwFEII6uvr6evrI5VKeUJwHpcNXpDisa7k8/k1FaPqTxmDty0xwf0LGLytloxj1GkzjvEB8riYV4dcXug34dyhMc3N9XpeIbuepOInp11urFvaX2gkY0afF8sybSs3AnJZFx5st+dk0ZZjYLizUhKyTXklryCvzh/Dc70u41ljUPmV7aaZ+KV+lwNDCo3Lx9tW/jP7oUbJ6UnFr7pcdlYq3h7RaG0yOVobe4HFelZmMzO2PD4+7gUpHpcNXpDisa6kUilCodCabLsvpfj5GZewD+4vUtVzJVxbI3k9rvj9oMsDi4zAfhDR2owqvzJkjPZ2VQoe71R8/4TDV7bbcwIVR2l+3eMSK4PbGpbODoxmzP9rFpn+GkibCZpPtEtCq+yFaYtKvhKVPHLS4eCwQqJ5vl8jgZ2Vgi2zFH0/1GgaZlvCq9tnmSX4aJPFL7pcDg5rdlaYKaYK/8q2GwqFiMfj5HK5Nc1eeniUCu8X1WPd0FqTTqeprKws6XYnssb2/lRCEyuDz21e3qjsckk5mnIfJJZwTf6gMe1o3oybAOWqasF9hdJHIgcv9Ct+0+Nya4N1Tl/lNz0uoxkzqbOcRtPFOizeG1XYwpgBlor9dZKfnnF5oV/TEhZ8osO6aKRdCMHeqtKcc31pjaPgq9stmsKrex1CCKLRKGNjY9TX13tjyR4bHi9I8VhXXNctuaNryjGTHDfUSm5rkEtOfqwGR2n+/YxLTkHG1TzZ5aBgUVGxDwK/7XF5a8TURLaWnw9QAG6utxhMa45NaI5NGGfkHRWC4xOaW+olW4sMKGbW14X6QLunFIfGNPuqF+5vmWkiXWqxPjOpqAkIYmWC+iAELeOu/dnN1pr6L7lK896oYmu5oDEkSOU1Wfe8seVKqKysZGBggImJiZJfIHh4lJoP9i+px7oihMCyLBzHKWlfSnNY8ud7xLJ6DlZKd1KTceHOJsnbo4q+lNFiuaNBEfN/MIfnRjOat0ZMH9DtDcZ1+MIg4JMdFjemNUfGNCMZ42tkC9i/DA2b/pTGJ6EycPF9M2WmgMWivS3JPHznfYdPtFvsrJz/83KU5pddLhr45i6bV4bMZ35fm73mBpFnJxVpBxJZzd8ecZjMG2G4//Pqlfv0SCmpra2lr6+PaDRa8osED49S4p2dHutKIBC4yFSwFFyKACVfGAP1Cbi21vju9CYVvSk9x7vnSiLj6EUzU47SPNHpUibh423WgqaJUgiaw4LmgsXM4TGXX3YpvnvM5UvbBJWzei5msh2ONp+r1pqTCc2hMUVbRGDNs1i/N6bpTWnubJaLjpwnchpXYzqfF8CWgj/YYvO94w7fP+EwnjU6KPWXYCz85KQm4gMpoTEguDEsiPoEClhNj3ZZWRkVFRUMDAzQ0NDgOSl7bFi8IMVjXYlEIiQSCWKxVbjOXWIyjhHZ6pzSaIwnzExQ1Bq1aI2u7/GtFcfGFb/pdfn6DntBW4FnehWD05rPbFo4QJmPvVVGv+aJLpfvHXe4p1VS5Zc83evSlzpfzwnbxrCxK2nGmbfGBMcmFFV+Qc7V1AQFtoCX+10aQoLrahbPZs14CdUvoW/TEBLcUCs4OqHZHIU7mxfe7vC0sV9YifLwhaTyxnLh6ztMEJFxFC/2K85Owv2FkmJfSnFoVPOhxuU5aVdUVCCEoK+vj8bGRvx+/6qP18Oj1HhBise6Eg6HGRkZIZvNXhY/kjlX8+gpl3hGc32tpGtKYV+CrM16MpHVdE5pxrOKrAtPdTt8st0mdMGC2JdSvDOquLFWsn0FejRbyyVf3S54qtvhmV5F2lEELbim2vjcdE0ZIbWhNIQsSDrwm141ZxtNIVAIkg7c3SqX/Gy6kpqKMuZkbuYj52q6k2b899ObrAW3a3x0HGwJtzfIJbVelsvxCc3ZKT3HkmAkA++MKvbXScLLSIgIIaioqMC2bfr7+6muriYajXrNtB4biiWDFCHEDuBHs27aDPxXrfVfz3rMR4DHgbOFm36mtf5/Zt1vAW8AfVrrBwu3/QvwYSBReNjXtdbvrPiVeFyWCCGorKxkbGyMxsbG9T6cJfFJ2BQT3N4gOJHQ5BVUB64sBc+ca0ol8WnN0QnN4AXOxfFp+PZhh52VRhyvMSQIWppfdJrx4duLEBdbiOqAKfUMpDW31Av2181uTD2fmdBaMzxtshZ+C8aymhf6TRCTU5pKv+lZifgUzQtMxGQczdlJzbVLZFsAnu51GZo2k0c+a/7HZ13NT844aOAPt9nzBiiJnObEhOLGuqWzLFqb8yuRhRf6XXIuxKcVGRf+YIuF1prJvMkaRX3GlmElRCIRfD4fw8PDJJNJ6uvrPY8fjw3DkkGK1vo4cA2cCzb6gJ/P89CXZwKQefhPwFHgwpz+/6W1/mnxh+txJRKNRkkkEkxOTm74so8Qgg83WSitmXIU741pNsc27pXnSwNmcftYS/GLzkjG+AUB1AZMaWNrTBLxmSBteFpzaMxMnbw/bh4XtGDahYe3LG98eD7OTGp2VAg+3LTwz5MQgvoQc/pCagKCn55xaQ6BqwUHhxUHh+HaGsW+Kkl1YO6Uz6tDClfD3iX8ll4fdjk0prmmevHJoxf7FaMZeHirNScz8/qwy5txxQ21goNxTcaBfdXne2XSeTMyv7VcsmtW8+7BYUVXUhOy4LUhRZllyl0ZF/7+qEvQhnKfySg1h8z+2yOCmqAg5ivOQXkGv99PS0sLo6Oj9PX10dLSgpQfzMZvj43Fcss9dwGntdZdxT5BCNECPAD8N+D/WOb+PD4ASClpaGigr6/PuOtGIuuWcnaUZiCtaY0s/gMthfHWebFfcTKh+WizviTNussl78KbccX2CkHbEq9phiq/4EtbLWoC4qKSDpjAoD4EH22W9KU0AynN7wYVtQHoWKVb80BakXKMg/ByeTNuykOf32ITsE2Pyj8cdXhrRPPWiItPwg21kk1RQU9Kn7NKWMxtO+NoXuw3k0p3ty782gbTZqLp2hp5kcNzxjUTX8/0aRqCgoc65jbzBmwYzcKZHpeOqMBvwfN9xgdoe7ng05tMgCmEwNWaobQmPg0nJxUDSdMjM5U3r//gsFE9/o/77AV7gbWe3w5ACEFNTQ2Dg4MkEglvPNljQ7DcIOVh4IcL3HeLEOJdoB/4C631kcLtfw3838B87YT/TQjxX4Fngb/UWmcvfIAQ4k+BPwVoa2tb5uF6XC6UlZXR1NREPB4nHo/T0NCwZkq0i/HSgOKNuOIr24xny1Lc32bx87Muj3e6fKJ99VmEhdBa8+aIIuYTy+r3uKVecmbSSM0/0MaCY7azCdiCtnkM9C7EEoLWMLzUbzISHymBx1DGyKbQk1RcVS2LDvyGp02vxocbz+vi5JQZMb66WrA5Jnl/3AjLvTJkCkcCMy49ktELqtb2pDSOhpvr5bxTRDO8N6qwhFGavZAzk1ATgAfaLOrnGceWQvDxNot/OebwTK+R3T+R0FxXI7mrWc55vCUETWFBUxiuvqBMlXNNgJ1X8zs0Ayit+dEpl9sb5YKBeEVFBcPDw16Q4rEhKPrXTghRBnwS+Mk8d78FtGutrwb+J/BY4TkPAsNa6zfnec5fATuBG4Eq4L/Mt1+t9d9rrW/QWt9QW1tb7OF6XIbMpJyrqqpIJpPrcgw310miPvj3My4T2aV7TXZUSO5olJxKaA4MqiUfv1LSjpmcGS/imGYT8gm+uM2mLih4rNPl4LBbUhfc05Omf+WeFostJVB1rQtCQxDOTsKTXYvYG8/DpzZZ7K8/fwzxaTN9tadKsqNC8ulNNt/abfPwVosvbbf4aLNkLAv/fMzhtSGXvKtI5TVq1vuTzJu/Y4uMlCutOTphBNculN5P5EzgsKdK0hCWC2YI64KCm+oFR8Y1JxJmdPruFlm0Lw8YCf326OIlqWd6TQlpKr/wdvx+P67r4jhO0fv28FgrlvOrcj/wltZ66MI7tNaTWutk4e8nAZ8Qoga4DfikEKITeBS4Uwjxg8LjBrQhC/wzsH91L8XjSiEUCpFOp9fcUn4wrfnBCYep/Pn9hHyCz262yWv49zMOrlr6GG5tsNhdKXg9rhhMlT5QSeQ0z/UZJ9+sa0oQyyHiEzy81WJ7ueC5PsUvOl1y7urfW601h0ZdAhbsWuVF92RO87MzDt8+7DI4DWGfGQ9+sb+4hbIuKNhZMTfbYQmTLSmbtdBX+AUdUUlzWHJjncU3d9lsigme71f86wmX/3nY4W+POPx+0C2M9hpBOFfpc+fjTBCTcTTdScUbw4ppZ37p/Zmm48YiNFUcBWELHmgzDcOlKHmemFCcmFBorXlvxKgAb44J2iILb1sIcU6/yMNjvVlOueeLLFDqEUI0AENaay2E2I8Jfka11n+FyZjMTAD9hdb6y4V/N2qtB4T5Jn4KOLzyl+FxJTFjfJbP59fUBM0nYWjaiI89vPW8bHtdUHB/q8VjnS6nCk2cS7GrUtI55fIvJ1z2VCruaV196SevNAeHFQcGFUqbXoMDQ4pXhxV1QcG9rZLGUHHXGT5pehteHVK8OKDoTxuV1ZYi+1TmoyupOV6Yzfttj+ITHSvf1qExc4W/v8406D7bZ4KDV4Y0N9UtLiC3EG1RyZ/tFnPGdS8k7BN8dpPF++OKp7pNgCkEvDygeG+Egt2BaVRtCkI8A3ltJPFTznk3ZAG8NuTSnzIy/A1BgaPh2V4zebNY3wuY8tYbcc1V1YJ91aVThjiRUBweM9NO41mQwjQm96UWP69nLhSi0StU9MfjsqGob4MQIgzcDfzZrNu+BaC1/g7wOeDPhRAOMA08rJe+DP43IUQt5vv9DvCt5R++x5WGUorR0VGEEGs+XVAdENzTYvGrbpdnehV3t5xPx28tF0igN6nYUUQPSDKvSTuwt9Kk7IenHT69yaIqsLLX0J9S/LLLZSxrfG3uarYI+6BnSnNmSpPI6SUFyC5ECMEtDRZNYcGve1x+eMrlw02aG2sXLkMsxtlJjQCuqxG8OaK5u2VlwQTAbQ0W++sEh0Y1vx9UVAdgV4Xkd4OK1fQjF+MWLIRgT0FM7idnTPPqjbWSH582DtofabZIZBVvxjV5bWTpU3moD8Et9RZnJhWqMBJ9aEzx1ogJYir8MJmHPZWCp3sc9lZZ+G2jyeKXc6dvXuxXhH3w0RL09czmvlaLkG0clBuC8Il2i7wWlC8R+0ciEcbHx5meniYYDJb0mDw8lkNRQYrWOgVUX3Dbd2b9/W3g20ts4wXghVn/vnMZx+nxAcBxHAYHB7Ftm9bW1ksyArmvWhLPmIxFeRncVG8WCVsKtpQLhqeLK4t0TmlCNjzQbrGnyni9/OsJl7uaYcs8vQoLkXM1rw4rXh82mYQvbLHYNGtipiMm6FjllHZ7VPKV7YInu12e61OcmDBqpW2Ri5s6HWVEzGb6c5Q2I6/xaaOj0hGFhpAEXDqTmp1FZJ0WRvD2iEvEZwwa3x9fux6f+XhtWBGyTaAQtAWtEUV/SnN1tWR4WnBgyGFPpcCWMDQNvSlNhV9wd+v5n9GMqzk6rjg9qRlKaWI+k7mYduHw+PkeG0uYCabrayWpvGY0o2kKiyWDvPi0Ju1o2qPFfTdsKdgaExwc1uyvFVQHi3ueZVnU1dUxNDREU1PTmmY0PTwWw1Oc9dgQ5HI5+vv7icViVFZWXtIR5A81CPpT8EK/oi+lCNqCijJBIqcZmYZHTjrUBMxoaMjGTFfMmtLonlIcn9DcVGcyEllXk3JMav1X3WZhaosI9lVJKvymCTZoQ8wniJWZSQxHGS+alweMody2csG9rRaRZcicL4eQbcoc741pXugzWZWIbcaLoz7BjF7ZiQl1UZOlwBx/2oF72yTtEcHrcfh1t0tzwVtmJfik4MvbbfyWoDepeG9U4begc0qxvWLxDMNUXjOZ0wsKtxXDPS0WiZw+Jx53R+P5fQYKf7ZGJNfUSCZzmv91xOHMpKI6MPtxZjT92hrTszOaNSPDv+lR1ATg2hqLlKNJ5eH4hOLnZ8354Zem/Jh29KIB7VsjiqPjiv98VfGv89SkpkzCM/2agE+xucgx8VAoRFVVFYODg55uise64QUpHuuO1vrcyGN5efkl2+d7Y5q344p4xpjMBS3Tc5B1zdWqLaAqYBoaD40pHAUzeZWWsOC2BklVQPBq4Qr8tgbzIz6TffnSVgsNdE1p3hlV5wKW2fikEeRK5E1/Q2tE8NkmuarFtliEEFxdLdhdKTgxoTk9qYhPG4VZRwPalMTuazVmegLTryGF5u+OuGyKCrbEzAL9UIfNd485vNDn8omOlf+snJk0miaDaSNipoF3R5YOUn562sHR8M1dK3/faoJGCG2G2aWiiA++tdsmWHhpUR/4LRjNLLw9IQQ1AUFNwAjHhX2CfdXnj++OJsnphCZga94c1hyb0PSlHG5vkFxdY15vztVM5ozTsyUEfSnjU1QsI9OKN4Y1AdsIvgWXWU2KxWJkMhni8Th1dXWeZL7HJccLUjzWnUwmg1JqXrXZX3Y5lEnBhxrlLHn0uUzljNZFcxiySjCZ07gKEKC1yWgELTg7pRnNgCVNo+LwNDQETcq9LWImHmYUSXOuxndB34DWJkNyYkLx8qDiRwVV1nIf7K44/9yrqiUHhhRnJjV3NFm0RkwA05M0MubVftOMOZEzolzjWcVYzuwjaGnsS7wQ+KRgT5VgzxLKqzMcHjPli/115x9fHRBcWy14b0zzVLfD/jqL6gW0RxYj4jOfZ11QcHOd5GdnXXpSCwuQgWkwHsua7NNaIYWgYpbsvBCCKr9gIrd0OVBrTTIPTeG5t/ukYGelOeaOKJyZVPzsjMsL/UbILeoT9Kc1WRfKpOmTGp6Gm2rnvh/P9LrsqhQXBbZKa57sVoR8ZirsvjZ7WQaEM9TU1NDX18fExISnneJxyfGCFI91J5VKLWhsJgW8M6I4PKYok6bMsLdKcn2t5MSE4nhCcyphMiEBCZlF2hjKpMkEoKEyILi3VXBN9fxNo/P5rghhJkWuq7XYVy3pmjI+LO+Naa6aJaxV4RfsqBC8OqTYVy2p9JvS0MICaRbTjub1uOLNYcXJhMNdzZIbivB3udSk8mYcuj7IRa+nOijIKc27o5p3Rx3ua7W4pghfnNm0RiTf2mOe83SP8cHJKfhll8u9rda8n8u7o4q8Yo7j8ZlJc1sxTc8rpaIM+tNLByk5ZSwDlsqAbI5Jrq1RvB43BoITOU1TyIxWvzrs0ps0+3otrhnJuOyrFjSGBe+MKHLuxUHKc32K/rRmf62kIyrIuQqNJGizqDDdhUgpaWxspLe3l1AodFkYgXpcOXhBise6I6XEdecX7vp4m82eShOkCGHS68/3K17oV/gKdfyrqiW1Afhtr2JHheCqKoktTalAYMoorwwqRjKaP9llr7hnYjY+KdhaLkg78N6Ye5Ey6t0tFmcnjYLo57cs/TUL2oI7Gi3210ozbdSnmHaNk+5GSrE/XzC6e3CrfdFCVyYFm6OCj7VIDo9r2otQrV2MO5osepIOaQfeH9f0JB32Vks2R42UvdJmeuZMwpwLs1Vj3x01n/diQcpi2ZliKC8THJ3QTOU00UXE3pxC4OwrIl7aXiF5Pe5yZ/PchumrqgXjGcX7EzCQUpye0pye0vglOJo5WTCtNYfHND1Js+ODccXBOERsSDpG4r+Yc3I2tm1TXl7O+Pg49fX1G+qc9Liy8YIUj3UnGo3S29t7zjb+Qtqjcs40w6+68hwaM1mVr2+3CPokAwURtb1Vcl7l04hP8IMTJmj49KbSnPZan3cIvnDgPuIT3NogeaFf0TWlip7GCNhGz+TJbpffDyocpflIU2mEvVZLxtEcn9DsrZLUzjP+vKdKnlss7yiBobXfMh5Bh8bg05ss3owbzZgDgyYrli/0CPmE0S7560MOfgs2RwWDKVOSerbXBL99KdNnZEmT0cgr6Elqmgu9RcV+PrPZWSl5a0TxkzMO39hhL/gZzcSvxWjwZQqxeuCCJJoQgqqgxe1B+LeTmrqAKSWeTijeHtU8espld6XihlrJ0XHFwbiZLNpfK9hWIcm6piwUsOCmupWdS+Xl5fT393tlH49LihekeKw7Pp+PYDBIKpVasnH23RH3/2fvPYMjOc88z9/7ZpZDoVAF79FooL1h0zQ9RYpOEkWJ0lCUHUmjlW7kNuImbnfvLvbLxcXF3YeLi7id2Jjb0VhJI83IrShKlESK3kgkm91NdrPZ3qPhXRm4Mpnvex/eKjRMFVAwTTbJ/EcwiAYKmVlZiXyffJ6/4ci4sU7/wiZ7VrKZzHM6qkp0SZoqzAjm3MT6uNiOzhiZ8eCMWehiRTrgN9RLDo4oft/j8o1touioohikEDzYYaG1y6FRTc+ky956yY7qxRLhdxJnUyYXZkfNlT8Grc2+zqVMEvPmqGBrzGba0Vyc0FyaNJyh+pCg0jZ+LX3Txrn28JgmaJnR3qExhdbGoK81LMgqSGQ0QsCOasHZlOYnZ1w+3mE6citBU4XgrhbJ072K0TTUl7AT8UlTVL0xotgclfMSkheiYHBcKnunAL8l2BQ1Fvg3N5pwwzdGFCfiLi7QXAFf2WLP207Iht5JTUdkdWPEQhBob28vPp+PysrKVW3Hg4eVwCtSPFwViEQiJBKJZYuUN0dNx+S2JjnPUyKTb6kHlrj/Xlcn8cm1Fyn9U8ZC3RImNG5XTfHiwScFn9xg8W9nXF4eUNzbVv7iIIQg5jfvK6s0j190eWvMEIjX4hKrteZ3PS47q+W8cUI5v/enQZfaILSvIqF4pTg0pvjTgCLtGGdXR4HfMtLp7dWiqA3/hipDFj0ad9hRI7m/jPOdU5pfnnN5osclZBe3tl8KjSGjkKpY4k5qS8EjXRa/OOfyXJ/LZ7pKv/j8QWYAACAASURBVLhwZtXssHIxIj5DAk87xjwvFhDc02pxU4Phab02pEi74GrmGeG1hiWt4aKbLBu2bdPU1MTg4CChUAjLuvp4Ux7eX/CE7x6uCvj9fnK5JVLP8sjk2+ENC8YNtflORv8S2TltlZKPdaz9pvp8v0IAX95sCLRLdTc6IpLr6iT7RxTnUyszJ1MY2e83tlrc22pM53582uWlfpezScVMGfODtKPnZSBN5KBnQvOzsy5vj5d/PG+OKsYzcHvjOzN6ClqCzioxu04vFYg3F+NpMwYqJysHTCH58EaLpgrBr865HF3BOQFzTT1QhmqmIyK5uUFyOqmXvEYLFv6TS7zfXTWStAOPLwhgrPQJrq+3+PgGi3jGjHfKyZ5aKYLBIJWVlYyPj6/7tj14WAivSPHwrsNxHEZHR8uy387m7+/HF7iR5hSEbUOYvJJIZs2o4UPNkuYyvUw+3GKIvY9dcGc5LOUg45rugZQmDO/bO2w2RQWvDCl+cc7lQhmjq99edHm6V80WKlV+wTd32NQH4U+DLvsGHf71tMPfH8vxk9MOv7vo8FK/y6FRU1TFM5oDw2YbXRHTxXgnsL1a8okNNrG80encEMglkT+8lWRT+i3B5zdZtFUKftfjlu0yvFLc2CCpsI0FfikUSN3JjCoZsNlVJbm+3qjLVJHXdEYkNzVIDo+ZLpFS6/83UV1dzeTkJNlsdt237cHDXHjjHg/vKiYnJxkZGZl1ml0KWVfPBrpVLpBKNFcIphyIXmEn9TdHzA62rEDaGrAEj3Tb/OiUw28uOHx9m41dRiCNqwukXKNC8VuCR7psJnOa8YymdZlugdaa6oBJZ55xNA9usHA19ExqLGGM6/YNa0K24XZMZI29/2ROM3fpswRsi8LHNrzzBN5CUeqW+bn68x/LSkOeg5YhLH/vmMOL/eUpslaKgGXGPtEllECVPqj2w/P9mtdHHG5vsthThCvTHhYcHDFJ0a1Fxm/3tFqELDM2+69vuzSGFBEfRANGFRWwYEe1pGqJY1kKlmVRXV3N6Ogozc3NVwWx28P7E16R4uGKQWvN9PQ009PTs09chZuZUgrHcRBC0NLSUpb3gt8SPNJtcWhEzTp/FhC0BXc0iUVS4PVETmkOjCi2x8Q8uWs5iPpNsvIvzrnsH1bc2rT82KklLDk8ZjomG6vmup+KsuzyhRDc0yoJ2ibVd8px6Jk0P4v4YEc1nErAhxsl19RePh6lNRM5SGaMD8yBUc3WarmqVGelNc/2KTZUihUVdgUELDPqyZZZpEw75v8Lr49yELIFNzVIXh4wzrvFFExrRcsy3TchBE0VkEwYFVKpjlDh+htNU5Jn0lkleHHARDJkleZsCmbmVG8v9CuaQoK2ShN66JPG0NCSlCXTj0ajTExMkEql3jGnaA8fPHhFiocrAqUUAwMDKKWIRCKzSoBC69myLCzLwrZLSzeLoaNS0lGCOHpH85W9nOMZIyNdjVwVoDsq2RxVvDqk2FMnlw0d3FEteKbX5LWshOQ6F0IIbm0QHBqFiSxsjMD5Cbi9SbCn1kJ0ikUjAylMSm7UL3hzLP8EvsonbkdB/5Tm4Iji051GtrsSuLNql/Jen8n/wlIE6qVwXZ1k35DitSGXT7wLnSOA7qjF8YTL3S0WjSW6ZbVBkyN1LqWKdloAZH72dW2dZEe15L8dzXFTg+DGBotUFk4kjCvyqYQmtWCcFrDgq1vsJV2DhRA0NDTMZm553RQPVwJekeLhiiCbzeK6Lu3t7e+Lm1dOaX5/wSEoTQbKanFXs8U/Jh0Ojig+1Lz0SuqTguvrJPuGFUfHVVm29edTiqNxhdJGIuuXcHRcITRsjYFtSc5PKLqqLi/ApeSuM3lfFAH86LTLR9spuSCWgt8SfHGTUTg9dsFl75TmrhZZdserMOYpt0gpEGxLSdGXQ4Ut2BgRnEpq/t+3HHbVSCp9cD6l+XiHRc0qrP5XigLpd3hGlyxShBDsrDYS94mcXtT5SGU15ydcoj64kHLpqhJ8Z8flB4KaINzWZHFbE/z2Qo6TCfjcJovBaW0iGzKa6jKMZR3H8RQ+Hq4ovCLFwxXBxMQE4XB4XQuU1TqEulqvyAa82H5/f9FlMB8m1zOlqV9loVIXEmyOCg6MGOOtUnlEBdzZIrkwoXi+32VrTCzJZRme0fz8rJHS2sK4tEZ8xiAsp8wT+pG4YnNUlMVF2D9sip0/32Tx8qDiiR4ju95VZsZPAX5L8IVui5cGFAdGFG+MKmoDpuDZHJNLdmns/K7G0xrKmCjsqpFsqhL417Bu1gQFJ5OajRE4MqZwNFT5CqOSK1+kVAeMmdvFSTUvkHAhbqg3ZnJ/HHB5oGP+rfyJHpfzeWL1W+MQ9bvcXqLTeHOjjd9StFQI2lcgby8ED3oOtB6uJDx1j4d1h1KKycnJdZ1TJ7PGVbMc2e1cpB3N37zt8GSPS/9UacXEUjg0pjie0NzVLLDyWUJrwZ3NFlkXXugvHgUwF5YwdvmTOWYXnZLHOaqwBHxzu823dtjUBY2R2JaoOe5YQPDxDntJn44CRmY0rw0pdlYL2iOSz3RZdFQKnuhxTcGwQgRtwUfaLb602eLmBokU8Eyf4h+OOTzfN/9zncppjowpfnnOYTxjyoKTifLPedAWy5qhLYW99RJ/PnLhP+6x+Z/32Hx3l29RNs7FCcXoFVACSWEiF07ENedTisNjirEi5zwWEOyqERwe0/RMzD8/NzVIvrRJEs1Lms+kNEfHi1//9SHz2Vgr4HNNTU0xMDBAfX19Wao8Dx5WC6+T4mHd4bouUsqiFverxdC05uKkJp7Ry3Yf5iKnobtK8Pa44tCYaaXf2bwyI7ND+Sf/WxotzqRcRlexSM9FfcgQNPcNK3ZUL2+ZX2j/L9dNaKwQdDuCS1OaF/tdRtPGTv6FfpfOiFgyX2YuMq7mNxccAjbc22paEgFL8FCnxd8edXhjVHHfCozp5sJwiuCuFouxtDGI2zdsuitdERjPGNURmO7FtbWCQ2OagWkzcruSxOgCwj7BpihcmDDHM5eXobVJXD6TNPlRG6sEn1tnJVBOaeoCJjCzkLQd88M3d9iLiq9bGi0OjzkkstAx5/sbqyTxtLGEC1oQTxv+yo7qtY1mtNbE43FSqRTNzc0Eg8E1bc+Dh+XgFSke1h22bc+qd9arUCmUBStdoiI+wSc22NzfpjkWN6TVn5112RpTPNBhEVxGsXJoVDE0Y55MhRDUBaFviqI8gJXgjmbJ2+OKxy+63NcKW2OlLe8rfIL/cZdNcJlTuadW4uYdVGuD8OmNFltjkqPjiqEZXfa47KlLpsD5XLdFxZz3WOkTtFeKfHDd2nkItUHBQ502zRUuz/UpxtIQ8gk+3GJUJs0V5pycTuaYcozBWTk8ifXAwDSkHXj0vMOXN9uEbIHWxvn3WNxcjZ0RwSc2zD8PWmteGVIELbihfuXnKKc0PzntzqYrt4fh/nabjKuLdocyrmmHF1MzpZUJYGwNCz6zURKw1xaroLVmZGSEbDZLW1vbuj6EePBQCt5V5mHdIYQgHA6TSqWoqalZl23O5KWlFassDAKW4Lo6i901kv3Dykhycy5f2GSV5HmcSSqe7nXZGBHc1Wy6HdfWGlnwsXHFzY2rX6h9UnBDHbw0aEzeNlQKPtlplZQWL/e+tda8Pqx4vl+xqUrw6Y3mfeWUCdpLZo2MdznVy9mk4mhcc3tT8W5T2DauruuFs0nFc32KpgrBpzolscDifRbW1bSjYYncm/VCKquJZ6AxCCMZeL7P5b42i/0jimNxzU0Nkp3VkoYQ8xb9qZzmqV6XkwnNntrVHactTCF2fb3F/iGXsTQ81+cSsEwHbmFR3VQh+J/22EWL94Jr7X2tkopyIpiXQTKZJJvN0tLSgpQeU8DDOwOvSPFwRVBVVcXIyMiiIiWV1RwYcWkNC6ZyMOOabkdThaAmQMmCwRKalgpw1khetKXg1iaLWEDwp0GXn591+LON9rwRktaasynNY+ddYn74ZOfleX1zWBK2XYbWgYvgtyQNQcWuWuPN8eNTDp/rtlelIDmb0jzfr9gaM3lBhfP4+4sulyY1dzYv73PiKs1LAy5Rv8lGKgY7nz68HjgRV/zmokt9CL6wySp6fK7Ws4vtRA7WIVx5SYylNb867+CT8PENNgdGXE4kNG+Nmyp5a0xwd8viKISsq/nZWYexNNzVLLmlcfWS8YL0+bUhl4xrEpwjPpjMQrAI/aPUCKxQ7yWy0LzGzJ5cLkc8Hqetrc0rUDy8o/CKFA9XBLlcDp/Pt+j7h8dcXh/WxPyaxAJHbQG0VQp21Uh2Vs9XsmRc6J9mXqjgWrC9WiLQPH5R8esLLp/rtkhm4cCI4u0xRUaZJ9pHuu1FfiaOKt9cbCkcGVdYUnBTg0VbWPCLsy4/Pu3wxU32io3EuqsEn+60Fo2Nbmuy2FGjSwbnDU5rNMbJd/+wGW19eqNVVA2ltaZvUq/JGn94RnM8rjiVNOOdxhB8cZNdsoAqRM+ELPjDJZdkVnNN7eqM5ZZD2tH8+JSDAh7pMh4l97ZaKO1yNG5cekuN5V4bUgzPwGe7LLpXGFK4EEIIpnPaJCsHTZHxlS32irhYYNxlgRWTzYthamqKcDhc9G/ag4crCa9I8XBFUOxGfnhU8cqgJuqHWxolXVWSsG1cM4dnDCn2WNxIXV8dJO9RIUjlNNm8Sdc63G9nsa3aYiIHz/YpfnTKYWDaFEo7qgXdVZItJSS/AdsUKmvFZ7svt+lbwpKvbBH822mHn5xx+OoWm9gKRhtCCLYVKR7qQ6JkwfNCv8trQ+aN+IQhGd/TKtlWwhl2LA2jGbhxFV2CrKt5utflyLjxXemoFFzTIthdK5csPH1SELSMLHgqZ9xrXx5QNIRM8nDYZ4znCr4wGyrFilQqBWhtji/twpc2W7NS3KAt+GSnzW1Nmid6XH5zQRHPwG2Nl7spM47m0Kjilka5qECZcfSiLt2My7JGfiEb7m2VhGx45pLi0bMOn+m2OTiq5u17KRQ6KcMzpV+TTqdJp9NIKfH5fLNdEsuyZr+emJggHo/T2Ni47D49eFhveEWKhysCIcQ8uaPWmp5JRWdE8KmN8wmrjRXMmlZ9qFlyJqV5ptflj4OLKwH/Oneab6iXnE1q+qc1W6OCe9usZT1EmisEZ5LlE1FLYSH/pCYo+MImmx+ddvjBSYfbmiQ31pe3IJWLucfcFBLc3GAkrBkXHu4UbFlC/VH4NFf6GRyLK57vc5nImeL0pnq5Im5RbVAwkdV8d5ePwWnN4TFjWz+e0VyY0PO6WmHbuMburJFUl1nkaa15qd+d5eIU8wqpDQo+123x5CWXVwYUAo0/X0CdSSqmXZOFMxfnU4pHz7t8vtuiLb/NF/oVxxOKr2+1lyzOhDDOsFpr/jiguDQNf33EjJw2RgQtRfJ6FqLg1uuWkN2nUinGx8cJh8MopUilUmhtrmul1Kw7dDAYLDu6woOH9YZXpHi4IlhYpAgheHCDhdKleSeF122OCjZHJcms+f0KG35wwsHVxmK9O1r+AtczoZhxzY3dv2BEcHFC8YdLLuMZ8/NPdFplSVz90jigXgkDq7qQ4KtbbJ68ZBQvm6NyXRUtfxpUHBlX3NUimcrBqaRGaVOAZPXS1UfEZ5QkfVOa7UtnQc6DxKQvP9RZvABYDtUBGJo2XzdVCJoqLhdSrtazrrQ9k5p9w4p9w4o/DSrqQxC2jVJoa0zO4/pkXU3PpGYsbfKJ+qZhR0xwRwkuDhhTuj21gmNxzUsDGtCELMOr2lktqJ2jxp3Kmc5LxGeOGYzz775hxZ5aUbZtvxCCBzosfn7WxdXmMxhJQ0sZHJOwz4Qmbqgsfp0mEgkaGxuX9DlZayHuwcNa4RUpHq4IlFKLbm5SiLLtzWF+XsxXt1j84JTLc/0unVWibAfZfcOKsylNQMKtTZItUWN5PjyjOZEwo6eHN1orCr8LWkY1sxY4+d8vVrDVBgVf2mRxYUKX3Q0ohhlHMzKj6ZjjwxL2mSLryR5FVpnx1q5quDgJpxJqSTfZoC3YHBMcjyvubS2/w7OtWi4psV4OMb/A0RqlF8twLSEouLJvigrCNvzwlHHndZQxAXxxQDMwrXl4joldIgv//ZzxILGF+e++tuXf074hU5h8fpNF2Cd4a9Rl/4jmaFxzJuXwqU6L1rDg52cdZlz4UpchMZ9NGrl5XdB4zyzcj5NXYRWTtW+ISP79LsGxuOLQqBmHPnXJKH4qffClzXZJKf3WEte11hrHcZbtjngFiod3G16R4uGKIJVKEQ6vUVIwBwFbcncLPHre5ZXB5XNvCni4y6Iv/4T9Qr/ijRHjHQGwLSa4v80sNitBNH9fT2T0ingjc3Eyofl9j8vXtxUPcRNCzEs+Lhd9U4av4ZOC5/tdjsc1/26rmO0iXFsrOZcyo5JPbjBy7ERO0JU3vJvK6SXPx+ao5EzSzfMqyj+utSx2o2lNhV2epqs+JAhZsDUq2ZEvuFJZM86ai5gfvrLFoiYg+IfjDl1VYlmZbs+k4tyE5q5mSVOFee3tzTY3N2rOJI0x3W8vuGSVGbU80mXRnH/dqaQiYMFfbLUXdeveHHV5oU8RDcDXtxUnplbYgr31RkJ/cETxyqBixoGawGXuyUqQTqfncVA8eLha4V2hHtYdWmtmZmaoqqpa1+1uiRnVz58GFa8OLm8pD4aQO+nAdbUCgfEJ+dYOm/9wjc2nN9orLlAAuiImX/bZPndVNvtgbN6D1vqak+WUye75u2MOrw25bI9J0PCHHgeV5xq80K84ndTc0ijZEpPEM1DtN9wcR8PxZeznd9VI/mq3TegdzJQbTWumHfjnEw4nljk+Wwq+u8ueLVDAjJoWkof9lqA1bD7HaQfqlpF9a6357QUXgeG8LNzntmrJn2+2kMKQuyM+ZnkjWmt6JzVN+eJx7jaf63P5wyVFQ4Xgnry7r9aaqZxmIrf42gpYgtuaLL61w6Y1LLi7SFemHExOTs4mk3vwcDXD66R4uCIQQpDL5fD7/eu63Y9vsEjlXF4fVtzcKJfMaDk44vJ07+VFzS/gC5tWV5jMRU1QcGOD5PV8d+bu1pWt2GNp8+R9ff3Sx79S2AI+s9HihX5zXAUMzsD/97ZDe6XgREJzXZ3kjibTUckoI8eO5YulaWf5/Szk9lxJTOWluG1hwXjGeNd8ZQtkXdg37OJqQaUN7ZWCPXUSS4gVWecXUpNDy7wnIQS2NOOVUnySsymYdOCmesnBUcXjF1we6bY4m9KMZeDGhvnFzf4RxYFhRVMIWirgjRHF60OKgRnNjGNUZg91Fr9FR/yCP9+8ugIlm80yOTlJe3v7in/Xg4d3Gl6R4mHdIYSgrq6Ovr4+2tvb19U+2xKC3TWS3/e49E9p2oqQApXWHBnTPN2r2FApuLlR8ug5l6Yway5QCrijybTdL0woRmcEdaHympJpV/PLcw4+C25dpeFXKQgh6IgIvrJFkMzCwLQm7WomsppTSVMYXVsr+Eiee5HIy2IaQoJcvjEVvkrvCFtjgs1Ri++fcPjRKXOwAoj6NSMzcDyhOZnQPNS5svFdpQ8+ucEqeh0tRHeVZP+ISUUutos3RhU1Abi7VVIVgGd6Fd876pDKQV0Qdtdc/qWDI4YYXWGbInIwbw5YH4TNVWJJ6XgBq0oEd10GBwepra31bO09vCfgXaUeVgTXdWc7JEvNs6uqqsjlcoyNja27v8LmqMAW8MqQ4uGKy14mWmveGte8PmzsxKt88ECH5MV+hQI+1r5+l7vfEmyJwvGE4cl8beti9VAxvNhvfDa+uGn5xTSR0UT8lE0SLkAIQSzAPL7M3gaTLFzIIILLElVLmi5MQMK5lOb6uqtH0WEJjU9CPGPez9e22ZxPGX7HvmFFTsFf7bY5Mq558pLL3x93+EibxY7q8oi6IVuws6a891rIxyn26omspm/K8FWEMPwRtEl6jvjgUx3Gv2Uiq3ltWHFwRLEpKvh0p2QyJ3A01AauLFF1enqakZERIpHIuo9iPXi4UvCKFA9lY2pqiuHhYWzbxnVdmpqalkxBjcVi9PT0rGvQIJiF5cOtkmd6jbHX3a3GT+LJSy6HxzR1Qfh0p8XmmOBUQnM8oflQs1yV3fxS6J82xMXxDLw5unSWj9Ka0bQx/doaM0F9S722Z0Lz6HmXBzcYF9m1osIWi46vISjYGhN5SbXgtibJ8/0qP0p7B0knCzCe1pxJKc6njA+KgFl+RnVAUJ0P7uuqkvilWdivqRXUh+DxCy6PX3R5bQjubLFKOu2uBgVBV7Fp0ljG/HCuf8neBgtLwB8HFf90SlNp55h0TJFzfZ3k3laJJcXsqO1KIplMkkgkqKmpIRKJXPkdevCwTvCKFA9LIu0oLiayJJMJ6q30bDz71NQUg4ODtLe3Y1nFFzTLsggGg6TT6XUn6e2tv6zaaQ3D+Qk4PKa5tVFyZ/PlbsHppPGquG2dRyuD05pkFu5vkxwaVZxJaW5e0DAaSxvjsYFp48cx7RhC5YmEZui4Q01AUOmDGxss6oLGV+blQcWrgwqNaf0XPDauBDqrJJ1zQgRvynMmitm6T+WMbLutcmWcj+WQyhpS6eCMZtrRjKXNmAqgym+O6ci4Kmogt9AmvrlC8pfbBUfjmleHXH55zuVz3aaYWR+Y48oVCWpsCwu+vcMmvECcs7NG8OqQ+dw7IxALSHZUlzaae7bXoalCsLPG7GBwWhPzry0OIpPJEI/HaW1t9WztPbzn4BUpHhZBa83J0Qzx1AQhNY1EE3fD1Na2EQyaSyYcDjM9Pc3Y2BgNDQ0lt5PNZq/YjfHOZsm5lMtvLxrPj5sb5hcoYJQhdcG1RdQXw5FxhRTGZXQsbfgIkzkzmtg/rDiTNAuvBJrDYtYlNChhytFcmDAeHudScHjMYWtUYEvN0ThsiQoaKwTX18kV57WsBUIs7rYUcHFC85uLLn+53Z5nWrZapLKaF/pdjsXNwm8Jk89TExTc2WwcYws+OSNpzaVJXZbkWwjBrhrB9pigd0rTUaJjlXVNkVluRpLShtMTtEzhsCEy//fsEh2R8YyYlbwfHYfuqGZjpLj/zWROcz6lOZPS7KyxSLuan51xaAkLPtu9+lv19PQ0lZWVXoHi4T0Jr0jxMIvpnKI3lWM0niCqp5l0K5kK1NFVE+S+KrmIG1FbW0tPTw/T09NUVFQs2l4qlcK27RUpfCZzepFdfDEcGVM81euSU7CrRrCpSrKtulgHAJoXH9qqobXmyLjmzVHF1qggZBuPkTdG4eUBl5MJTdo1XZB7WiXbY5JIEZv9m/Jdl1RWc3BEcWTMWKtX+ows+drad7ZAKRdrsbCbzhkC79vjarZbcnODZGNEsCFSupB0lFHh/PKcw+c22UUNzxbCkmJRIVGA1prHLrj0TGj+coc9zzSwFF7sVwzOmGLqjVHFhkh53ZnJ/JjqQ02SVE5zOqn5l1Mu22MutzVZ1M8hXFfYMO0yW8AcGFZU+sw5Wgsymcy6ehZ58PBOwitSPuAwybYOIxMZxNQYQeEy44TxV7dyb4NvSYmslJLGxkYGBwepq6ujsrJydqHJZrOMj4/T2tpadhfDUZofnnTYEpPcV8TR1FHGwv14wliOt1cKPtZuFTVDKyBkG9LleqBnUvH0JZeRtAnI+2i76TpsikrCtuHD1Afh890WzeHyFpYqv/G6uKYWXh/W9E9p9g1rTiUd9tSY/JbVBOYBuErz4oCivVKsmZvRO6WRwowtlsLQtOZkwqRIN4QE7WHBRE7z2pDi/MRlBcsN9ZIb6mVZBULa1TSEDPfnZ6cdNkQEMy58pM1a1RjkREJzLqW5u6W8/fdMXLazD9uCV4YU8Ux5bsBHx40fzk2NEp8U3ONq/nDJ4VgcjidcNkZMMGFHpcDVRgK+t944Gr85qmgNi3mOwUvhF2cd6oJikSQ+k8lQU1NT1jY8eLja4BUpH3AcGZgkPDOMdn0MiRjtNRFujQgqfIYjkcxq/HLx/L+AUChEc3MzIyMjJJNJamtrCQQCDA0NUVNTs6IuisAs+AdHFKMzmk9vtObt99leMx7IKBPy90iXRWAZRU11QDCWXruF/fP9RpER9cMDHRa7a8SiAi5kw2e7LKpWYQFaG7R4oMN8/Vyfw+vDmhcGNAdGHO5ts9hepEu0LIQJvzubNNlES2UmLQWlNUfGFTuqRcnzHc8YY7LTSUN0leKyeggMh+OOJkl3laCpovzxW9Y1EuNbGyX3RQQ/PesyOmquyZsbILiKO9irQy71wcW+JcUw45gxV3XA2NlnFLw6pDg8pvhwy9LkYkdpzqY026sv83gCluCTG2xifpdXhwwx+PyES0PIdNEADo8pziYVUw5cU1v+ZzY0o4u6APv9flKpFLW1tVeNasuDh3LhFSkfcExOTjJADde2xbgudFkCeTJhkmsTWbixXnJvW+kbcjAYpK2tjcnJSYaHh1FKEQ6HVyxztKTx8KgNwnN9in864XB/mzWbPzKc1lT4YGdEcl9beUZorWHB6aQhri7VcSmFkRnN7y66DM5obqiX3NUsi0qN99ZLXhxQPNWr+LOu8rOFisGMMzSf6pS8Pqz59QUXIWDbCvKFwEiX72yxeOy8y4v9asnPcCkU3old4j0lMpp/PO4gheEJXVcnCVowNGPOXyhvtrZcQVkMCjNi8lvQHpF8a4fgZ2cdUhmwV3A6Mq4pGC5NaoZnzCiunOsnaEFLheCOZgu/JfBbRgL/5qji5gZBaImDOJ9PaF6YnyOE4M4Wm64qxU/PuFT6wCcFWVcTts3Ypz8fqPj4RcXGiKY+JLiuTlJR4mFhMqeZyhXP/mloaKC/v59kMkksFlv2PXvwcDXBK1I+wMi6mkqRQVTEaKwQuFrTO2FCzI4nTIv9vjZJVxntZiEEkUiEyspKcrkcPp9vVU9tBY+JtrDk0fMOvzrvclujxGuVGQAAIABJREFUJmBB35TJ2/lIe/mL7TU1khf6FcfjijvKzPsp4Mkel8NjxpNjuRDCW5ssXG1Shp/tdfhI++pJinvzoxABbI7CPx93eGNErbhIAVPY7KlV7B9RbKs2VvDLIac0trhcsAoh2FQlOJFQ3NcmF3VkYgHB3a2SbTE5j0/UVLF2dVLQEib5d6ag+BF8vtvm+ycdfnXe4Rvb7CWvs5zSvNiveHNUzXZ2NlUZUnI5EELMCyYE2F0t6JnUPNnj8mddpbfTN2lGZKXIu22Vkt21iiNjmm/tmO8em8iYLubBEcWJhAnDfGtM8UiXtYgInshofn7WwcoTuRfCsiwaGxvp7+/3ihQP7zl4RcoHFFprDvROEEUTC/n4zQWHkwmNqw058I4mya2NcsV8CCHEuljhN1UI/odtNr++4PLKkEJgnjDLadHPRYVPUGHDVBl27wsR9pn93dpYHom1oxL+CLwxCltiis4yuQQLIYSY070wZmsZ12TvrKbwu6fV4mzK4bk+xZc3Lz9qealf0Tel+fIWa7bbsKdOcjxhAgt3FxlB7K2/cr4qDSExS7QFU6jc1WzNmrd1VRXvcMUzmt9ccBmY1uyqEeypldSHRMnE4HLRPwNpF04moWfCpSNS/L0nsiZle6kx26V8IZNx9Tx+TSwgiAUEGyKStKM5Flc816d47LzLRM4UPpU+TcQn2D9izs3nN1nUlVArZTKZklYBHjxczfCKlA8ojgyniWbHGPY3cmFIM5KGa+sMgW9j1epa8+sNv2V4J/3Tmh+dcqn2U1YnYCFsaZ6oV4pyk5bB8DZ+e1FRIUEJeHt89UXKQsQzpkArZce+HAKW4JZGY37XP61pDS+9kYmcZsrR88YhGyoFUT+cTCp2176zuaQRH4ynYTytqAmafe+uFaRdSc+k5o0RxbmUYm+9pLtKEgsIJnOafz3l4Ghj7FdM+bUajMwYEvCOasHQtOY3FxT3tQu2ROdzlC5NmkKvZgmjtt5JxWjafL1vWHNXS/HXBW3B9fUWXVWCfzvtIoUZ75xJAZiuV0tYMJWjaCE7NTXF2NgYzc3Na3vzHjy8C/BSkD+AiKddnOQIx3MxTkz6SOZ9HDKupiUsyCk4tUza7DuFnIKfnzFZLdfUre5J0CfNdq4kXKWxJIR8EAvAZG79tl0dMCm9azFR25pX9/ROLl2sPdNrOg/JLOwfvtx+EkLQUSnom9Rk3LURkUsh62pe6HPnFZQZV/PWmCaRhR+ecnmp3yXraiwhuKXR4nPdNp/ttpDA072K7x1z+OnpHP943GHKgQ+3yHVx7C3gzVHjj3N/m4k1mHLgsfMuPzsz/7gTmUJYY2mflt/1uERsEyT42pDi4sTSF2ksINkUlWjgs3PGTBW28dx57ILLf3nL4f95M0c874CbyWQYHh6mubmZQOAdsLb14GGd4XVSPmCYzCqO9QxjYzGswtSHBJ2VgrGM5u1xzbG4WZhaw2JJDsY7hef7jZz1wy2SPat8greF8dq4EtDa2O6fTapZqXNNwGS5LDeeSWU1h8YUYRu2xyRCFFdRfXGTTW6NdUHEb/KOUssUTxW2IYsmgdeGNMfjDrtrTaijXxoPmP96xGFXXh5dt45RAxcmTK7N23FzTlwNFRb53CXJ2ZQmntGLCLNdVZKN2wXxDLw56rJ/RNMQhHEFT15SHBo1wYNrjUXIKc3ppKKj8rI/Ts+k5u4WwfP9RqmzOWr2sbtWcnRcYZeoq/ePmOvlS5stGkOCwWmHJ3pc/nK7WHLEGgtAxoUp13RvXG1GRt/ZafHmqOalAUVnRBCwQCnF0NAQdXV1XoHi4T0Lr0j5ACGnNAcvjhPEob6xie9G55M7b2k0RluO4h1p6Z9MKA6PutzSaBX1gnh92OXNUcW1tZJb1pAlY0tBxl3LkS6G1pqjcc3+YZehGZMevDUmcJTpVmSUSbZtXkAcHZnRnEi47B82yg8wRcHTveZ9fqxj8fusWOGMZ2RG83y/iyWM9LgrPwKpDsDFCYXW8z1oHr/gUB0wCpbbmsx/Q9Pmyf7IuOYPlwyBcyIHjSForBAcHtPE/Iq6Jmv2fIxnTIG2Wpnrlpjk893GLE1p6J/S5JSJNNhTK7m2TpQs/IQQ1AThwy0WB0ccuqKSrzRJjsVNd+aHpxzuapZcU7uY+FsuDo2ac/BAx/xr9fp6i46IpmkBH+QLm22yc7pO0zlTlPZOaYanNd1V0FFptnVvq8Uvzrm8sIwKa0tU8nyf4ui45uEum74pxa/PuySzJnspYBnybMgWjI6OEQgEvKweD+9peEXKBwivXkgSYwqrupmu6GL1SSy/UC2H1RI45yLjao6OuwxMw0/PuHRWKbZEJVtiggpbcDJhiIKbo4L729dWMDWGBEfj69NKGU1rjo4rLk5o+qeNedsDHRbX1BhC6vG44mzKxSfhhT7FFzdLlDbmYX8avOy0GsyfZokxN+uqkkUzc1aKgWk1y1uwBZxOaoKW4itbbHbXmgXub992eLjbJhaAY+OKE3HNnrr522mskDRWSG5sMDbtj18w7r4fbTdGdXe3aOZeAsfjxk/ki5uskk6v5WBjlWRjPmvn52cdJnOaO+f4kSx33VlSYElwlZH17qk1Y6onelye6jUqp0912qtSHZ1KGsVbIQuokCdkXI2Lf3Z+yxizvT6seGXQKIzqg5BR82ft3VHJtbWa/SOKjGs8WCp8i7dZqHlm8l+0VAi+s/OywmmTf5LUWJpxx8FxHNra2lb8Pj14uJrgFSkfECTTDnUqwXignjvqV6++OTquODqu+EzX6p1QwZA5H+7yMTpjTNLeHNOcS7k83QtNIcgqqPIZ0uNaPEe01kzkNDl37cXVmaTil+dcBFAXgo+0GU+QudsspBu3hQXnJzQ/P+MwmtakcoYAem+rZEtMErE14xlBlZ+iviurRX1QsKPaFJthG4Zn4F9OOTx5yWVzRKOBlAM/OHmZb9IZEdSHBK8Pu9xQL5EYkq4lTDry5qhgR7WRpRecdBc6vW6OCcJ9RoLdUbn2rCSlTVaPf4XXmNYaV833UKkOCL64yeJ4QvN0r8u/nHS4vt6QxGP5kMeJrMkIqg2WLjg+ucFiLv+6MyIRKN4YVdzTWrq4j2fgjwMm/fqOJqPA+dujuUWf+/3tkpwy0QGnki63N2muq5vf+RGAEMbZ11VGGZRKpchmsyilSKfTVFdXY9s2wWAQKd/9ka0HD2uBV6R8QNA3qdBa010bWtXvO8pY0R+Na9ry5FprHe5/dSHJRzskH2k3RlvH4pqzKdNWv20VEuiFODCiOJ00K8vFCU1n1eq2N+MYX4z6EHyh2y45gqn0CWoCYAtNR6Ux9NoUhburLbbE5pq8CepW91EsCVsKHui4/GfdVAHX10kOjCiGpiDmhz/fbPH9Ey62ZVQ719YJfnJa0RER3FgPJ5Oax867fG2rTdNs7pHAFqWJMT5pFETP9ileH1aLggr7pxSXJnXJAMOFGJgy46OPtK3i8ypi3y+EKd42VAq+f9Lh4IjiwMjiX725QZbMeqpaYKFfExTsrhHL8nIaQoK/3G7P48Q4arEZnSUMx8TV0BCCZ/uMR8pnuy7b/9cETRTE73tcnrzkcldtmlQqRVVVFVpramtrsW3vtu7h/QPvav6AoM6XYTLop3GV5loHRhRH45rbmyS3N5Xn1rkSCCHoiAg6IvCPx42C4qY1Bqu5WvPKoKI1DINTcCyh6Kxa3TaHpg2H5JGO0gUKGGOteMY8Ze+qNHk/u2uWNoJbDWYcTdY1vJibGi4/bTvKkCe7qgRNIcHJhOEZWRgC6me6LCJ+yUMb4ZdnXY6Ma3omNI423jhCCIamFRLmyWeFgOVU3HvrJb1TxjytLijmja/eHte8MarIKbi96XL36UzSvLaQbqy15mRC84dLLkGLZVOPF0IIwbd32IsKigLCPsNP2lkjuKFOEs/AtKupsAWNIUF4hXfEBzqssrpGcwuUnNJMO4tJ0lqbFORtMcGDG2wOjLg806t4/KLLZ7oue9ZcUysZnNYcGlVsstPUh8NEo9GVHbgHD+8ReEXKBwTHh9NAgK5VFhcjM5oq/2LvECO9Xb+CpWdSMZWDa2rEqsLj5mLagRkXdlZLGkNGPnpTvS5peLUUOqsk39kpljR109rISv3SBOhVByDiM+F061mkaK350UmHVM6MZbSGvQ0SS8DAlOLwqOJM0hjYZVxD6k0DN9TJ2dTdzojkL7bC6ZTixX6Tt3M8rqgJQM+kGXvMHUcELbMtpXXJAlUIwcc7LP4tY5yC/902MRtFcG+bJONq/jioyLjGlj7jwqPnXG5qkNzZYtQ7Lw+4DM9A1A/JLLwyqGiuKH7eHWUKx4VW8aUKlALawoLBaTO6al5jOPBqxlqWMP8VZMIFXJoyhOtCwvLeeiOtfqrXZAVdN0eC/6FmyWROE9RZAgGvQPHw/oU3sPwAQGtNQGeJu75Vh+0FrMUKmeNxxT+fdFZllFYKDUFoqxSE125aS2HtKnQJApZJiv2Xkzl+eNLh4MjKJD/Luc4eGTcjq7taJLVBY+61t17SN6U5Hl8/eZEQguvrJfVB8++XBxX/5S2HH510+NcziqwyicFVPhPM93CXWdzaF9iz14UktzbafGmTxa4a2D+i+eeTLn1Tmp01828NNQGBYvlE6YAleKTbRmk4OHKZrGwJwSc2WFxbK9k/ojg4qgjagg0RwcERxd8dc/jlOZe0a7gf39xucWO+M/NPxx2S2fnX2OC04h+OO/zwpLNi35aaoCCVNZ22dwNSCK7Jq+d0/hgmsiYjKiBhS/Ty53RdnaQpJNg/rFBzjjdkG7t+n1y9msqDh/cCvE7KBwCjMw5RmeXAjI/eqdUF7YV95knaybeqn+1zOZnQNFWIvJJifY41aEs+s0QeykpQaPBobWS8n9xg8d/PuWigNsiy9uhKa8bSJuDOEsajohiJ17iQGr5OU0hw7ZxcmOvrBG+Pw68vKB6/oExIYcvqZbAF7G2wuKFeMjQD8bTiiUuKCQfubBK8NKj5SJvk+rxV/emkKRZKjTI6IpKOiGRHteJnZ00x1TOhaK8UNFeYYqvAnxmeWf76ifgEO2oER8YVH265bFcvhOCj7ZKJnOa5PkVjUKPyHIyIz8iH5/J27m0zfI4/XHJ56pLLZ7vNG9g3lOPwmOm0PNghV+yO3BkRJDKCnAvWu3QHvKd1/jUQ9kF3lWRnjZjXwRJCcGuT5FfnDQfl4x3zD9i2bdLpNBUVJYg0Hjy8x+EVKe9zZFzFid5xInaQr+8IrlpJMu2YhfpEQvFivyLtmu7ELY1rX3CvFOz8U2mhK9Adleyp1SSyms91L88lSGXhn05cVsFE/fCxdouNVUZWfD5l5LmHRxWWNBya2xrn83VcLRhJG4Kqxph4nUspHtxg0bIKi/+5EELkQ/wsQrYgnM8pujTlEp0z8kjluxDVy/A7OiKCbTE4mYDBafjRKZdK23AgrqkT+KUhH2+vXv7YdtVI3h53uTCh2RKbv+je1Sw5l3L5yRlNxGdGFzc3Fuc57a6VxLOGW/TKgEvvtGZ0BmYc2BhmVS68m6OSzesg914LFv7NSFE6OHNrTHJLgzG62x5TsxJtgOrqanp7e4lEIvh8qw+19ODhaoVXpLyPoZTi8MVRIiLNM8kmzmGe5NsrWTHxVWsTPvjbi4a38EiXvYiEm3X1uspp1wqrSILtfW0SR5fXIg/a8FCn4QVkFOwbcnnsvMvHN2j+OKAYSZuR0rZqwf1tVtFxUDJr/n9tnWR7teR8SvFEj8uPT7nc1qS5bZ1IyHMJwZ/fNP89FyIB/EXW5fG05kTCKKAGpjVVPuM6+0C7JKMEx+KKV4YUrw0b+atcQuEzF61hE5I4OKPZkg/edZTmRFzzdJ/pZglhVCy3Ni2t+LmlQXIyrnhpUBHxQVeV4HRS8+G2xdfglUKhg1jpK/23k3U1PZOaTVegALqjWXIioXi61+Ub2y93m3w+H9FolEQiQX19/brv14OHdxtekfI+RNbVvNk/STQ7Tq3fz0RlMzdUWBwZV5xKutQF4a4WiU9ANCCXfcIG0473SbilwUhNF5Jl3xhx+eOg4mtbSysrrgbYUpR90QctI1stwHE1z/YrfnVeEfXDJzZYbI0tnalTMG9rzJN1N1ZJvr5N8HSvOV+HRhUh23APtsXkit1ly8GmqCTiE4skr4dGFU9eMuOdhpCRKw/PwL/faRHOz+921kjiGc3rQy5nUrrsTCKfFFRYcGRUMTpjCK59eQfZhiB8YrPNY+cdZBmdEL8l6IyY6Iavb7UI+ST3vsMF8YmE5rcXXb6xzaa+iHTcUZofn3YYS8N3dgoq1/lztKXgnlaLR8+7vD2u2TMnidq2bbLZ7Lruz4OHqwXL3q+FEFuBn835Vhfwv2mt/3rOaz4M/Bo4n//Wo1rr/2POzy3gANCntf5E/nsbgZ8CtcBB4Ctaa+8vbY3IOIrXzo0QE2n67RrubK2cbS3f3iQ5lTQ24b8+r3A07K7RPLhh+WV7ZMZwB14e1Bwac7m1UbOn1vALnrrkcm4CuqvEunFTrjYkMqbd7pfGkG1HjSzLZG54RuOTJiSwgKAt+GSnzdaY4uUBl5G0UXA806voigqurZV0VYlVdVimcpo3R40EuTBOqgsW9/KI+eHOZsnuGknEL/jNBYe0o2cLlAKqA4KPdtiE+h1eGdL8+rzDh5qXzsKZyGqyGhqD5PN2TNbM0bimu0rQEBJEfIKLExpH6WVHhoW04EC+W/VOd+wq85OURFZTX0QddjyuGZ6BT2+01r1AKWBzVNBSIXix32VHtSmOlVLE43EaGhquyD49eHi3sezqpLU+CVwLs8VGH/CrIi99uVCAFMFfAceBqjnf+7+B/6K1/qkQ4nvAN4C/XcGxe1gAVynO9Q9T53MJ17SyJzr/4/Vbgl01gq0xwUv9xiKcMrr3h0YVxxKaa2sFrWHJ4THFU72KlwaMzbctTKbLwxvX5kJ7teJkQvH7iy4I+NKm8kcMWmvOpQwBtdh4aUtM0hERvDFiZLYXJoynyZmkS9g2vI7dNXJFkum+KSPzfXUIvrFNLFlIdFZJOuf8RbaFBW3h0q+/o9lCYxyCTycdHum26FyQuaTzEQBP9LgoDfcvGMkMz+QYzSuEbm2UHBxVTDtQtYyaq6NSMDCtOT6u2Fm7+hynUphxNJYoXfwcGVPYAtpLnJ++KU3Igq3RK3f9F0i0vzxnkqo7KgWZTAYpJaHQFXAG9ODhKsBKxz33Ame11hfL/QUhRBvwIPB/Af8h/z0B3AN8Kf+yHwL/O16RsiokpjKc7h/Fj0M44CNc30RzZekbuU8K7mmVbKsWiwLwFuKtMTMS6IwI7m83FvW7aozl+/G4QgPX1Zqn9qtZChnPGAWOQBD2maC2hpDxUXl9WJHMaKr8gu6ooDEIGpNwe2hMcS6laakQPNRprchcbHgGElnYW1/6d4KW4LY8J2NjlelsnE1p3ho3zq37hhVf32bTUGahsjkq+O5Om3887vDrCw5f22qX/bkU1EClIIXgrhaL6+slPzrp8GSPyxc2XTZiS2UUv7loAvRqAvDZ7sUF3Zc227O5RaZIWr71diaZz70Bftuj2FGz/tfanwaNF8l/3LOYfHoyYYwMb22UJb174hlNpe/Ky4E7Ko3Ff+Hv1rO99/B+x0qLlC8APynxs1uFEIeBfuA/aa2P5r//18D/AsyN4qwFElrrgnSiF2gttlEhxDeBbwJ0dHSs8HDf/9BaMxkfoSoUYETF2NAYIhZY/sYlhKB1iadmMCGAz/a5dFQKPtt1OUNHCBNT37VK99Z3AxM5zZmkRmMIkH8aVMT8pogAM/o4ldTsG4baAIzln/arfMae/9YmuWIlyZRj2lTFxgOlYEnBlphgS0wylT/mgh9KORDC5AHd1SJ5utd0vDZH1/ezivgEn9po8YuzLt8/4XBjg0SjOTKmmXHho+2mA1RshLOc18xcOMpk7RweM0VPxAcXJ5nt3hWQdjVvjSnG0po7miwiq+BEJTJ6kZV+AfuGFNUBo0Iqhsmc8ce5oX715/jQqKJ3SvHgMg62AUusKcDRg4f3GsouUoQQfuAh4D8X+fEbwAat9aQQ4uPAY8BmIcQngGGt9cE8b2XF0Fr/PfD3AHv37n133JeuUmitGR0dRUrJluY6tq7zU9yhUeMOenfL2jN03m10VEoe6oR9w4q+KU3GNeqSXTWC7TGTQDztaB475zAwbd5zdUCwKbo6bgiYEQCY0L/VIOwT7Klb3e9eXyc5ETf8lDdHIWS57KwW3Ny4ukV8IVrDkq9tFfy+xxCA/cKcTxu4pmbt14vSml9fcDmd1NzSIPlQs6RnUnNx0uXVIcUdTZKsMp2+/SOKVNaMjDZF9Yrf32ROc27ChPkVQzJreDSlroPjcYWCef44wDyuzRM9DqnsYuVVAZcmFZemVh6AKaVEqfVJ+Pbg4WrESjopDwBvaK2HFv5Aa52a8/XvhRD/TQhRB9wOPJQvXIJAlRDix8BXgJgQws53U9owXBcPK0AymSSdTtPa2npF2synk5rmCjGbfPtehdKaF/rN+CTiMwTfa2rlIj5FPK2ZdKAlTNlBeEthYEpTF+SKKHYKyLmKidxi7smhMbPoRf0Q80GFD94Y1bw17vDgBoutK7DpL5UeHQsIbqgTjKaNKdtH2yS/vqg4NKa4YZnR0XJ4dcjIou9rk+ytL4zDBFujLkfGFK8OmnwnR0NTheCTGyRt4dWlL/dMmuPfXbP4nAxOa6YcShrYZVzN68OGUzT3NRcnFI+ed3log0V3VDKeWTr7aCIHFSsgA2dcTTIL9UEbpRSO43jBgh7el1jJVf1FSox6hBBNwJDWWgshbsLY7Y9prf8z+c5LvpPyn7TWX87/+3ngEYzC5y8w6iAPK0A8Hqe1tfWKzKUdpRmc1oueDt9ryCmT6Hs2pbm+TnJ3a/GxzfCM5lfnXSady0qOtSLjatIO/PVbOSxhOMoRH7RXmgV1U1SsyQjvyJjiubznyLd32LN8iWNxxR8uKbqrBA/PGdMNTCt+fsbliR6XCxOKWxutsuTiB0cVR8YUH2u35hWsh8cUT/SYUcgD7RbtlYJDYybgcGd1af7GctBak8hodlabEMC5UAgmcprt1YIKW7CzRtBcsbZrdDJnqodi4563xhSWgD21xfexb8gkdv/Zxss/T2U1j180Rnht+SiC6gCcTGhcrRepwsbTxl/ltsbi+9BaM5qGcyljGqi02a+r4ds7bQKBAJlMxitSPLwvUdZVLYQIA/cD35rzvW8DaK2/hyk2viOEcIAZ4AtaLxuM8b8CPxVC/J/Am8A/rfzwP7hIp9MIIdbdZdJRxrLcFkai3PIedttOu5qfnnYZnNF8tF3OC2hb+Lpneh1mXLi21iy0rw663NJYHkFzcFqRzBqeRIUPmkLmiX48Y+zOOyrlbE5MPGPGaAdGjGnaLY2SPbUrt3YHs+2ZfCTQ9086fKrTYmBa83SvojUs+LON1rwFMeOa13dUCt4c1ZxMOHy+26JxmUW+yieYduCHp1yuqVH4LEEyaxx3m0KCr269nNB7T6vFD046vD6iuLN5dd2UQlChYjERtXdKs7NG8IkyZPNzkXGNAV9nZH46M5gCNWyb8dpc5JTm8JhiS7R42OVkTrNvWLGj+rLcO5HR/Ntph5xrDA8Ln+vGiOStMZfhaU3zAi7Ys30utoDdtSb4cCpnOnrZPNdmJD1/vz5peFP3t1sELXOtLX+79eDhvYmy/tK11lMYsuvc731vztd/A/zNMtt4AXhhzr/PATeVf6geCsg4irGxMWpqatZ9zKOBt8dNSB2Yp/KwT9BWKcryBbmaEJAmo+e2JqtkCnFOaZ7qceiZNP/OuJptMcGLA4qaoJFrL4c/XHIZnL6s5q4LGqO3jGt4Cne1zF+sldZcnNC8NqR4rk/xp0HFTQ2SmxtWFjHQVSX5XDc80+sigH855eKT0BGGR7qtRdvqjEi+uV0QC5h04T8OKv71tMvmqOL+Nqtk52NLTNJeKfjdRYezKc2Mo6kOwo5qo/aZy9VorDDXyom44kNNq1fhCCEoVuLkXMi5l6MIWsOiLDNCAVyYMMXhxzuM3T6YLkXPhKZlQeGgtdmHq00G1Im4S5VfUB+6bN731qiDq+H2vDprIqv5yRmHrDIqprnKppr8MSaz0Bw22397XHNpUnE2ZeTLf3dscQhldcAQt6v8xtBuPK159LxLRoE/fxzBYJBUKkUwGPS6KR7edxDvpQp87969+sCBA+/2YbyryOVynLnYR8Bv09nWckVGPdM5xd8dN14d8YxZfNvCgi9vKX0DTGY18bSmKSyWDe67mvBEj8PhMfM30BYW9E5p7m8VhH2SrbHyOA79U2Yk4GhjOvZyv8tMPuvowQ2SrdWlOwr9U4rXhhSnksaSvjUs2BCR7Kg2uT+uNttJZHQ+q6f48UzmNEfHFc/3Kx5ol+wp0TWKZzQ/OOmQcaG5AmoDgrfjGr+EO1skW6NyEfF0LK05MKLonVRMOSazaSm58ltjit/3uHxli0XrOvOZHr+Q42j88r9tATfmibXLEZzTrubHpxz8UvDVrTY6z1XaN6yoDZhOiqPAb8Fo2rjrNlfAwDQEJaSVKXY2RowKa2TGREV8d6dNTplu1lQOIxFe8L4vTCh+esblC90WzWHBU5dMICWYfCmNCVOsDwkqbaj0CSxpQiEXvq/eScN3ybjwSJdlipfxcSYmJqiqqiIajWJZ6+8l48HDlYIQ4qDWem+xn3ll93sMmUyGUNBPTUPzspbiGVfzmwvG4+TGhvJuWlprXhgwqp4/32wT8RkCbW0RGazSRj1yZNzwVwBCtvHquKHOesdyVVaDApn28JjmmhrIKMHphKbShoOjmr/YWj4JsyVs5MIvDrhYQrC71hjeTTuXOQlL/e7DXSbTZ39eeXQ84fLKIKQyhQBUAAAgAElEQVQWWNBX+eCbO+yi3ZZKnyAaEMZYb4nxTcxvCKL1QcPnsKVgV43xwnmmV/F8n+KWRsneeknIFsw4mn84bpwCaoMm2G//iGJDRJYkk27KG5qdT2law0u+/RXj5gaLY3GXa+sE19b+/+y955dk1Znu+dv7nPCREel9ZlWayjJQeFHCC+RASEICGeTV6rndPbfvunfmz5gPM2vuXdNzb1+pfcsAQkLQCBBIeATCu/LpvTcRaSLinL3nw5uRWVkZmRlZVZjqiWctFkUR5sSJE2e/+30f4/DcqKh93p8x7E0o6iKKw5W6oClb2FF0JDSvTRqWPXH4fX/WEtbS4Uh7Mr7K+lIs7i1TXFapGFmC5ZzlpQnD2BL0pCCgRRo+sgT/97tS9Cng3gIFCsDUsvw+3pgy9PeJuuzGes0N59Btao5r/vyA4henPd6aNrQlXKqqqojH4ywsLDA4OEhTU1MpcLCEfxcoFSkXGZaXl0nGIkURHoNa0ovfnjZFFylvThnemRbjqryB2GVVm9+rd0HGFEOLcmO/qUFTF1G8NW04Pit8h924s37Q6EtJAaCAmYxlZNEyk4GD5YpbmxyyvqUv5dMal1HDTkedMxZr1x1KV3zombfkrCxAcVf4LWdbzG+FtoSmLaGxq6Ogk/NSQF1VrUgEhSTantieaHugXHPgiu3fTynFZ5o3Xgt7E5q/PCQcmudHfV4ck4KpIwHdq7q9PKdnYFW18qtej+/sc4kWGBFFXUVrXPH2tLlgAYp51EY1yaDPiiejpa93uJyckwykY7OWd6aFJ/LlPQ7N8c3nIuZK9+O/viujlY6E4mvtcj4shcMDW+Ly764Kh94Fw/Ojholly8iS/H1etdORVIwvWxxlNr33bEYe1LNgaY4rrqnR5xVEGAsovrPPxTnjJUKhEBUVFaTTaXzfLxUpJfy7QKlIuYhgjCGdTtPc3FzU45VSNMaEJLkT0jnLu9OGN6YMcVds7qdXRMKaXxgzqymv707LeCIegDtaHS6rXO86dCYlkO63Az6etbDjcv/B49is4Td96/P+kBaDtZsaNAdWRzrpnBBLR5fgLw5tb6gFUsy9OmG4od7h8iqRn/6nw7IoPDXk89qk4ZpzMPdSSrE3odib0NzcYM9ZIXMmppbtjtb6SilCjuWaGs319YoXRz2OzQm595ud62Ob1jLxm3mwR1RC97QXvoVcVa15qM9nKG1pvcDmYyFnnTAMwpnpKpcCbyAtlvz3dfu0J4RT0hRVtCU0NWE4OmepjUBDVLouhyrWOxnFHGW+mPSMpEYPpi3Di/K+p+flH4DWuOHeTuHrmNXjUshI7doiNww74exrw/M8hoaGqKioIBzehQNgCSV8jFEqUi4iLC4uEgqFdrVDspZtQ/9WfMtLoz6vTVoMMoOfXIaH+gwgXIuuJKRyojzwLIQdOFKrubmhsGlXRUh2eR8XVIcVB8sVt7fK4hDUm1UjC9lV9U0W+lKWtkThJctfXZyaYoqTQcXjgz7zWTkX+decWLZUhLb21igW51KgnO1p0r/KhbihXlxztyM/PznkM5Cy/PWlLl1JzYl5MU07m1fSntBcUyP+INMrtuDnzLsZ96UtrWWb/vd5YSEn5OSzoZS4sd7bqXio12di2eIZOD1veXZUkqvns3DXXoeDFefHlXG1oiWu1rosnpEOWEVI8csej4G0ZdmDqGt5flQUOp9r3p7Lcz7IZrNMTU2RSCQoLy//QN6jhBI+Cnx8VpISdkQ2m931DqkiJB2C8SVLXVSkirMZODUvqoLhRZFfBjR8e5/IUXPGMrks45DBtGE4bZnKWPbEFdfXa5pi5+fvsRMWsmJRfqGUSzURxV1t21/qHUnNfzgI95/2+U2fz48OqIIjtWdHxRTuujrNtzo1jw0a/jhumM9aPt/iML5kGEhbjtR++FlGI4uGR/p9mmLSIWhPaBqiioMVihfGDCNLlnvaHfLL89nHd7Bcc2LOpz9leGrYENKQ3CL470it5q0pIch+u3NzsGRZUEY+2c2ClYLwreXUvKWrCIffgJLx2lYoDyl+eGD9+57PWp4e9jg+B1dWq/MuUArB1ZL7ZFbHfTVheGHUZy5r6U0JF6gssLUx3vkglUoxMTFBWVkZFRUVF/S1Syjho0apSLmIEA6HmZmZobKysujnHK7UPDNieGvKZ08c3pmBnpR0DarDcE2NJuTAc6Oi3AAJIGyMKRpjksS74lt+2e3Tn7a0r6avflDI26FfU6M5WLHz+6z49oKpiarCmrvbFU8N+2z1kjc3aJY9yx/HDf0pxVfaNMmg5cUxw+SyR85A1IH2LToxHySyBiqCilPzlvdmfLqShqYYNEQglVX0LFh+fNRjISfdpMaYBEzGA+KFAhYNPDFoWPFlUX2gx3Bnq1qT7OYRDUhn6jd9Pq9MmLWQxDPx+RaH8lBxx/7yuHA9rq3V3Na0dbfBWkvGSH5QsUgGFV9odRlMizX9B4l3psWh1rPwzoylNqJojFqmV+DBXkN50PDFLfgy54pQKEQ4HGZlZYV0Ok00Gi2pe0r4d4NSkXIRIRgM4vtFbk3zz3HAAd6atrw3AzkLN9RrLqvSJIPrXJNXxg3PjPi0xNUmR9awo7i30+GRfp+nRwwRVxUk026HxZzl6KzwNLbbSSrEgbM3ZXbc8Z6YMzzU63N7q7OlI+huURdVfLtza06KqxV37nFpSxgeG/D5+Wmfu9tcmmKK+7vFlMtRfCQy7L1lYvWfM4ZfdvucnLecnJcumbXCxUkGhFeR8aWL1rOwzlcKIJ4gnmHVOl9x32mfJwZ9muOb/UgOVmjemDIcnZXO0tnnbDfjruvrNENp8SbpTMgo5ezXW8xJcSjy6d2d36CjCOjtOzAXAnOrBNn/cqmDRa11mHxrOTFreW7U56E+nx/uV8TPMy4hZyzDacveRJCmpibS6TSpVIqZmRmamppKnikl/LtA6Sq+iJDNZgkGt+i/n4Vlz/LqhOHNaUMsADkji1U6B5dUrBcoIMmqd7Q6PNTn8/K44aYCTqGuVty11+Hnp31+NygjhWIXocG0FBMZX/gMheTMeSiltuxinImsb/ndoE95SBQ6FxLFtOMPVWjiLvymz+dfT3lct2pp3hSDL+11znsBOhfMZy1vTRlOzBlmMrBnlS/Rn4b/9RJ3w3eeh2ckufj4rOGZEYMGfnjAIRGUz3PXXocfH/O4v9vjGx3upkLlQLniySHLxDLUnaM78WzGcnLOkPEtOQM/O+2TCMKVVZrLqzURR7J8js4aplbg8irFpbsskkEM3J4fNYwsmjWH2AuNRc8ScdnkX+QoxaFKRdSF+7p9/vG4tyrX1wQ0hF1YyEpad9xVtJVZJjNqLbeoEP40Id2nH+yX7uejw2FubYxSlptjfHycxsbGD33kWEIJFxoXdzDL/8+Qb+lul3pqrKhv/sdRj5fGDc0xxa1Nmr++1OXefS5aicz0bByo0HQlFa9OGBZzhdVAWkmh4mr47YBflBW3sTIqUsB3u1yqwop0ThalFW/j8621WGvRCvwdgl2Pzkpb/QutTkFPjA8DrWWa73W5RB14YVQO+KttLvEiZccXCr4RG/+fHPN4ZVwcgr+y1+HeTpe6qMZR4rFSCK5WlAWEf+NbcDRrBQoIt+QbHQ4rHjzU62HO+s5bV8cWUyvnbgo5vmR5ekQ6JNfUKm5vkSL62VHDf3vX4/96y+O1SSlQrqpW3N7inJP78TU1GlfJ4v5BmVguZNfdZQthb0Lz3S4HR8PkCrw0bnh2VLKWXh439KfEiv+BHstTQ4a+VOEfgrWWyyoVQQUPnPL5u2Me0ytCbK+oqMBxHAYGBlhYWCj4/BJKuFhQ6qRcRHAch0AgUJBAa63l1UnD65OSI9MUU3y+xVnzOgEhQR6u0rwxWViVcUujw6ljHn8cN5u8NPKIBxSfanR4fNDn3Rm749hHIYF9Kz4kVptAE8ti7X1vh8PeM7gb93f7DC9askZ2lmdjZNHw5JDhrr0Oy6sFTt3q5zsfQuLJOUPIgT1luy8uykOKI7WK3w9brq8tnPHyQeLtacNrEz6TK+Jc+ulmZ0PH5FCFJlEECfnUvCyGK7504SJnfI7muOazzfBwv8+rE2ZDQvTkqklZRZHck0JoTyj+8+GNnitXVEvx0pcynJyzDC9ZWmKS5Dyx7HNXm7MrXgpIx/CTdZoXxgztRVy754J95Tt77DTFRB31+2HDjw7I97W8Gmxpgf/zbY+qkCQjP9Dt86U9sokA6SA+OuDTPS8FCUDWivPu3W2avQl5XF1dHZlMhomJCay1JJPJC/5ZSyjhw0Cpk3KRwXGcTbwUYyVU7g/DhrKAdDu+s29jgZLH9XUaR8NzBbopVWHFgXLF+zNm0475TByuEuXGbwd8XhzbvqOilOJLe10WPXh7ShbC2OpitHLWJrE+qmiIisS5osBoYtGD0SXLQm69wDo5b3li0Odv3vdYKtAB+tOEv2aktRXemBIflfQWHaTtYK3l9SlLzsJLE2JN/2HixVGfrIF72h3ubt880qmPKq4pwpej5wx32PHlzefhYIWiI6F4btSwdEYH7L1ZQ8xlS7v+YhB0VEFTuLqo4kidQzIkPJ9v73O5vcWRIrfHJ2d2/33dUC9+KW9NfTDf0zU1DlcXITPOf085I8VTeUgUc66Swn5fueYvD7nUhBUP9fk80udx32mP/37U48ScZX+5KO2O1CqaYkLUfajP8Makj79asIfDYRoaGpiZmdk1l62EEj4uKBUpFxE8zyOTyRAKrW9brZUd2RtThiuqNN/ZJx4QW8k4owHFJ2o1J+Ys0wVa9F3lejUrZuvjcJTi6x0Ol1Qonh81nJjffrGojyqaY4qXxw0P93m8PC43zLPlrbc0Onym2WXFp+AI5+iMEFP7FizDi7LI/Fu/z3szkvqbPWvd6V2Qwm2nBenWRoecgfu7N48zdsLxOcvkCtzYICF8j/T79C58eIXKDw+4/NUhl33n4V46mF618F/laUwWKFKUUtzZ6vD1DmetoMiH8+0vv7CusmdjbNWXRinFFdWaL+6RtOfHB3z8XRYqSok8e2TJ8uueHPOZD7eozCO8WsdkzqodskZiJeoiilhA8d0uh31JxYk5iZ6oCcu464t7HG5ucLi1yeW7+1x+uN+lMqT43ZDhuZH1zxQIBIjFYszPz3+In66EEi4cSkXKRQTP88SyXa0vEs+PyojniirN7a07O6UCXFOt+UKrU5D4ur9c8deXulTuQIoNaMUX9zh8q9Nhf3Ln97yj1aE5rlazaSwhLVLds5HnNtSd0QWy1vLWlE9/SnaML40bXpmQUDwN3NPm8NU2l/IzuADLnuXRfp/KkOyet0NdVPG5ZoeJZRhIbVz0+lNC6CyEl8bEU6U+qriuTvONDoewA8+MFMfXuRCIusVnDBXC+zOiUipzhe+RCMDwYuFjjwYUe88Yic1n5fuoiZzz2xeN0BnXSle5ZN68P2v5w8jui4xrajUHyxX9afjxMb9gUfZBI7D6edJn5TOFHMXd7e6ass3VinvaXa6s1iz78Mk6zRXVG5VU+eDJ73U5XFopvLIz+V6JRILFxcUP/DOVUMIHgRIn5SJCOBwmFosxNzdHVVUVb09bXho3XFal+HxL8fVmNLC1hHg3O+K8w2cxqApLzgrA6XnDgz0+Tw0b7m7buMiOLVkcBZWrlJucsfy23+fYnHASbq7UdCU1aQ/CjuWfT/r8otunJW5ojYvnx4oH3QuWJQ++1uEWRaw9UKF4bhSeGvb5s7hIRz1j+flpH40Ub59pdogFxBDvtUnDc6OGA+WKL7QKkdNRcEuj5olBw4k5y4EifF4+ShydFfM3gKYoJEOahpihd8Gumf9thzyPpfo8nXW3grWW58dEqbTvrEL4pgaHZQ9enzRcWqlo2CZU8WwEtMLVkrnjKHig2+MH+11iO3Bclj3LO9Ni1qcVW0YCFIP6iKI6DK9O+FxWhHz+lkZNz4JhIGVpTxR+jFKKSys17834jCzZNa+eQCCA53nnfKwllPBRolSkXGQIhUIsLS0xvmR5ftSnNgJ3tBTXQfkokCf0hrTi8mq5GXcmNZ9qFEXH6QW7YQGayYilvG/hvSmfU3OGnpRwaW46w3o+GgBQfL9L8dqkWQ08XN89hhy4rVkXzZUIaMVtTQ7PjPh0L1i6yhVawb0dDt0LljemDD0LHne0yqjs2JylIyHdpDPddw9Xap4aMrwz41MZVlSFKBgd8FFjdMnw5KBPUMuI4Ypq2drf3OAwsujxr6c8vrTHoau88AI6siiS5fYyGeXthFTOcnRGFDxaQSwgBNKICxGHgg7Gz476vDxu2VsmY56zcV2d5vic4Z9P+NzaZIvOxMlb2LfEFUdqNT877fPbfo/aqKZs9bjyBdr4kuWNKZ+5jBTQGSMmiOcbeaCU4spqzZNDhtEls2OR5WrF97rcHYnZjVEh7g6mNxYzeeXcx/U+UUIJW6FUpFxkCAQCrKxkeHQyByjubHU/Njee4UXDC6OGr3c4ax0ZpWTE0z1v2F+h1kzOPlGreXXS8NSQT0CzNkZwsSxk4G/eE/fWsCNEwq7ywiZwiaAUFzQ55IxlxZfnnG1IB2IGtt1ueX8SfjcIJ+cNXas8Cwn7gyuqNQ/1ejzab8hZuKVB88kCBmauVhwoh/dnoWfBI6BF+aJRVIUl1+gTtZrQRySbBnhj0ud3Q4aghvIQZH24tFKOpyqs+G6Xyy+7PX7V63OowvCZJofoGefNWgmQjAXgi3t2LpAnli33n/ZIe/JdrpeS66Oa6rC4G+8v11SEFK9N+Lw2Yekog691FH6PsqAs3L/q8Xh53HC4Um9QJW35+acMCzm4vVV4RC1RGEhDT8qsHpuhKykk7lcm5JpqjCo6k0LkLURIPxdcUqF5blQ8hH7QpTac40IoRjkWdMQt+syRndaaUCjE1NQUNTU1533cJZTwYaJUpFxkCIfDLFmHGpXm5vaKgi35jG8Lhuh90BhMW3pTwpO5pXF9V9teJpkw6dw6YfCxARmjLOek5X58znB0xmdqRbooAQ1f3+eQCMC/nvL5xWkPV0mx0pZQtCfUJq+MgFZbhilOrVj+6YRHW5miJqKoDClqI9ItMVZ292FH0RRT9C5YjLUbRl8Zf93u/I4WzeXVW+/aD1dq3p+VMYSjRJXkGRhIW07OW67bgSPzQaJnQWTce+KKq2oUv+41fKZ5Y7GVDEr2zUtj4t0xveLxnX0OAS2jubFly9QK3N7ibLmwesYylJYwxj+OGwIafrjfpT4q+TYzK6IiWvQsWV/Gc8+MSHemIihBjyENvSl4dVL8fmoim92QK0KKPzvgMpuhqAJlMWd5edU/qK1MPs+X2zR/877hk7WKAxUOx+cMr00YJpdFkt1eBpdXi4/QhfxNhV3xoPnpSZ9H+j3uaRcfo/MlIX95r0P8DF8cpRQNDQ0MDAyQSCQ2EO9LKOHjjlKRcpFBKUV1IsbVIW/DKCOVs5yYEzOo3gXLXW3Opjn+B4GRRZnR96XkHxDOyZFavbbzG0jLrr1y9d44tiQL2LIP19aKp0vPgqV7QTJlDlVIoVITVkRcxXf2KZ4Y8OhLi4z56Cz858O7u3STQTHzenvacGreshVVMhmUomLFs2sLcH/K8Msen5gL9x5wd9xJ7004NMcMI4sSNNiZVMRWqyfP2G2NyB7t95hagdqIqG0uqdw5cK9YZHzL08M+yaBIll+flE7G4crNRZOjFDc1OOxLatI5yxOD4r/zyTrNy+PyvK2Soo21/LLHX7se2srE0Tgf2KiVojoC1WecxxvqpfDpWTC8PCbXS0MElgz8YVje75oaXdC/Ryu1rYtxHtZa/q1fnI8/27zenSkLOsRdw/AS3NII9VGHG+o1/Slxue1NQU+vT2tc8c3OczOS2wqpnHSWBtPw42Me1sL397vn5VhcyFlYa008HmdpaalUpJRwUaFUpFyEiIYC+NkVQHJunhv1OTEnC29ZQNrmhW5UxaJnwfDmlOGObXbKefSnLM+OGqIu3FivqV71dXhjSkLnljzL8TnL5VXrMtXpFUvKE1fZF8fhYKXwVOqjPp6B25pdxpdlF94Yk93ynXtc/ucxj5vqNW2J3UteA1pxS6PDLY0OWd8yl12X2jpKiqLZjGTHRBz46WmfTzVCSwwe6Reb9m937kyuzONIreLBXstjgwZ3CC6rMtzW5OyYHl0dVixkLSfmLG9P+7w5pfhO1/ktjMue+Le8MmFI5+ArbeLSm7eF2c4gVwphxaInqqVf9/pg4c5WZ8tr7E8Thr6U5VONmgPleoPqaisopaiJQE3EYT5reXPKMrQknatD5VAd0edddL8wZuhNWT7brDd1IK+plSDOY7OWQ5XSselMOnQmHTwj3aAXx8yaHPpCYXzJ0hBVBBxLfwquqBLn3w8CxphNdv0llPBxR6lIuQgRiUSYnJzk+eEcL05I9+FIrYQG7iQdLgbzWcupecvnW3Z+7FU1miur9YZ5edescFO6yjWLOYtvofOMBeaSSs0llZrf9OY4tQDJgAUUnoHpFfiv764rEW5p0FxX71AWVHxnn0td5PzHWEFHURuhYEfkxgaH0/OG50Z8Hh+QXbdnhXtRbIEC0FLmAB5tZTKyeGPKcnLO40t7nW2dbY/UORypk13/y6uW6Y/2+3y6aXfvD/Ia789anhryWfGFG/OtTofW1ffPf/43Js2Ohm+XV8m448khn6OzW3eippYtL4wa9iUVn6wrjsh6NlKrI8D/cNDh5QnDqTnL0TlDyNHnLHc+PitFxuFKxVUFSLj5zkUhe39XKzoTihfH4OlVRdpOxXuxuKlBc12d+KX8/QmP7gXL4Sp7XpuMQlhcXGR5eZnm5uYL+rollPBBo1RWX4RwHIesdXh3KsullYq/POTyqSbnghQowNpO7qkhj4kdPCRCzmYr+NtbHIIO/Lbf59S8hNY1FuDOXFbl4BnoXpCRStZAxJXC5Jsd4sFy+Ax5Zn10Iycg6xvuO51jJH1h3TQ7k5rv73e4qkbjWThcsdEfpBhMLNm11wpoUaIY4L7T4tLrbZO/BFKIXVfvcGO95tis5cfHPAbTxXuCLOYsj/T5/Fu/T0VI8cP9Ln9x0F0rUAD2J2XxfWrY0FOEAV3EFbl1W5nisQGfE3Obn1MZhmvrNHe0nFuBAnLOPAvTGfh8i4zXOhOihjkXpLKWxwZ9GqJqSy+h6Op2bSvZdX1UcVODZnRJRlm7Nf3bClopgo6iLKi4t8PFUfCL035Bo8VzRd4ev66uDsc59++lhBI+CpSKlIsQowsZXHwuqXL5Quvud9jbYS5jeX3SEHVgKC1dld0iGpDcoJEly1tTIuctpEzYU6ZwkcDDX6z6kXyvy+W6eoewy6rvSeHP1jPv8+OjPiNL8ECv4dH+C+sD4SjF0RlDRQg+ew4Lbl69EwtILs011YolTxbxl8cMPznm079FeNyZuLHB4X856BJxZfHKe5NshbmM5Zlhn//+vsfROUuZC9/Z52wq8EAKobvaHCpC8PSw2KnvBFcrvtrm0BgT6Xf2rCRIrRQ3N+w8JjwTWd9ueO+htKE8KGRmgLvbHe5pd86Zm/OnCUPOCKF0q7FZYyzPPyp8DpRS3FDvcEerXNcvjW3+HqwVF+fduuDmURdVfKdLirIL5QW4srLC6OgoNTU1m/K+SijhYkBp3HORwVrL8vwU7y2X0Vzm7hhmttvXfmxAVDj3tDlrYWXngoMVoujpTwlHphCeG/FxHZjNQF0EvrXPZWTR8nCfz9Ci5UC54poaTXN84/P/9v0cs1mRrX6iUjO0aAtKjs8HJ+Ys0xm4a++5pSzn1RXprCWgNROrBJBbGjQP9RmWfRlrFIOqsEhtH+gWTsi3OoVs/MaU4epqTSoHJ+YkGmE2IzLfjoSQSV+ZsMxmtnaFzXN1Hur1ebTf44Z6h3hAbSuRDjqKr7c7zGQs//Ooz5f3sqFDs1v83XGPZU8WaYVlIC2f4ckhn6+3q6I4LdshlbN0JRUV27xO2BFztZ1yni6pUPQuKF4YM3gGbmjQWCsZUv0pw7szlkRA1ECdic3cl51QFlB8d9+F8T3K5XKMjo5SW1tLLBY779croYSPAqUi5SKD7/uQy5AJ1fLkkKFnwXJVtabjPLJb8jgxZ+lPWz7XrIsuULYziLql0eVvj3qMLVk6zwphXcn5HJ8Td9mbGxQ1EY1FUl8jLhwsh2NzlpqwT3Ncs+wZTs7DQEpUJvuS8KU94iZ77Xl+7rMxkDZrRnkHys9tsYi6Yig3udq2b4wq/voSl6wRjs6n6vWWxVvh1xO56j+c8Li/2+emBs0fhg2LWcPLE6IQqY8oPt2k2JcUsmo6Z3llwuPkvKEmsnU36EC55oY6w3szlh8f81GI2dq+pObaWl1wcQ+7ipiBtAf9aUtr2W7P0Dquq3MYTJtVMrMorD7XrHm43/CTYx6fbtZcuY3keyd8aY/DShETwdqI4visJWe2LnqVUty5x8HVPi9PGI7PGarDitML8j23xOV5z48anh81VIYkXfumBl0wRHGr97gQyEdofFx8lEoo4VxQKlIuMiwvLxOJRPhavcsLYxKe90CPT0fC8LX289uBvTZpSAQp6O5ZCL0LhmdHzOrIYPP7VoQULXHFqXnDjQ3ri8wbkz7PjAgH5fYWzRXVDsuejCliLqQ8ODEPDvDyBEwuewwvWVI5CGuxAJvPnmkFdmEwvmR5dtSnZ8HiKhk3GOQ4dgulxIm1P7Xu9FkWlK7RwXJFy1ndoYWsJewUDlbMI+IqvrvP5R9PeDyzKst9eSKfPaRpjG18zXhAfF9OzhluqN/+U9zU6HJsLkdVCA5UaKZWxAL+vRnDJ+s01xcwrvttv49WsH8LV9picUW1Xrvmfn7Kw7PQkXT4QZfm8UGfJwYN/QuSNH1jg96VBT6I42+siKdcUqE5OuvzaL/PVws/e2MAACAASURBVNq2vjVqpbij1eVAueHJIbGgD2q4c4+z5qWSXrUE6F6wpHOWbWrEDwyu61JXV8f4+DiNjY0Eg8Gdn1RCCR8zlIqUiwz5IiU/+7++TvPapGF86fwsr/tThqFFy6ebipf3xgKKmYzlvtMe397nrvlgnImKEPScFcCaXWXmVoelMPhNr8eJeYuxcHmVoimmmV6xvDJhqA7B4KJdI/N+rkXjasWve33+7pjHjfUOl1Wd325xZNHwx3HxTwk7cGujJhmCh3oNx2ctl1Se22u3JRTdC1JcJVbXh4qQ4q6zFkDfWH5+Wtxp7z4rKPFshBw4Uqd5bsTQFIHrGzQtMb1lcdORUDw3akllLWU7KEYqw4r5jOWm1YJyLmN5atjn+VHD3jK1QXr72oRPf9pyQ526YA6sOWOZWLFUrB5nZVi6Rw/2eJxcsAQ0vD5hCDqWW5v0BR/xdSQ1yaDP6R1SvfNoS2h+dEDx8rjPa5OW3w36tMRcogEpEK+ucbj6IzZ4jUQiVFVVMTo6SlNTE65buuWXcHGhRJy9yJDJZDYQ4FwtUs+zF77dwFopCIKaXSkoaiOyiCx68MRg4X56UCsyRgy+FnOWZ0dyPDdqsRamVuDdGctA2nK4UvGjAy53tLpcVqW5uUFTHoRrahz2l2uyPtSE4OF+g1LwvS6HsoDisUGfX/b4eMaS9S2vjPv89JTHYwPejvwCgJNzhn85KRyY6+o0f3XI5Uidw/6kpiokbqfnmmgcWS0ccju0fByt+Gyzw0IW/vGER/c25NjfD/s8PWwIOnBLk0NHYnvOTL7LcXIHwi2I8+6ZtV55SHFPm8MP97s0ndWKmMlYqkLwp9XFOU+w7k8ZPH/9WvjjmM/b08X1vLI+LHtsING6Woq6RED8XN6btQykDWd+5KxvN6T+ng8ao4rwLn5Krlbc2OByb6fLig8/Ob7+/V0oBdD5oqysjGQyycjISClosISLDqWy+iKCMYZcLld02/atKQkv+2zz9iZif5owjKTF++K9GcsV1cXvUI/OSvdhbouCIBGw5Aw81Otzal7CAy0icw6urns3NzpcVrmxG+JokVYrpWiJyy760krF5LLIQcsCiu91CXn0ySHDP53wyPiwkIOqsCiTBtOSbhtyFCOLMl6qCSuiroxj8hk29VHFtzqdDWRRpRTX1Eqi8fCipTm++1373OrCfaZF+VZoT2h+uF/xq16PB3p8DpQbPtXobOiqjCxKunJ9VK3Z1G8Ha+XcJwLy3Ktrtp85NEYVL4xtTEBWSlEf3fzYz7W4TK9YXlotQt6ckm7LYk6uo291aqIBRW/KsuIbLi8i6XdoUdKFJ5flePPjK9/Asr8uE55agccHfFAwn4HhRcu1dZqbG85/phINKDKrRU8xWTl51EcV3+9yebhfvr/r68SJuT2huX511Jb1LW9NG66o2rrz9UGhvLwcgKGhIRoaGkqusyVcNCgVKUViyZPd/4WU++4W86k0uKGN290tMLFseXLIpyWu2O5++M605KXsiUsa7ql5UzQnJY+cD40FFrITc4bXJmWh7k1ZrqrRHEhYogH4+WlLZVgWoMcGfAbTijvP8rDI/7k8pLi1SW70Z6pUlJKWeiyg+OOYTzSguL1V057QDKQMv+j2GUxbOpOKl8cNJ1fb+AEto6aJZdhbpri7rXA34pIKzdPDhndnzCaFUTHonrfURSg6TLA8JCqeV8YlM+fUvMctjZprqhW/GzK8MyNcmetqtx91eMby/ozl1UnJQgIYWdr5/a+q1rw5Zfj9kMe39u0cXFkVVnxpr8vNWZGt9y4YJlff775ujy/scehMKP4wItLc7ZKDp5YtD/X61ITB0WwYTcUCUgCUh6Qr9WifxzszlqgL5UHF4SpNxxYW/btFR0Lx+iQcmzO7JuvWRRV/tt/lsQGfl8blWrukYv3/jy5Z/jAsCqzPn4ePzLmivLwcx3EYHx+nubm55D5bwkWBUpGyA4y1pDJZhofHyfiWmoZGmsuK2Bpf6OMwhunpGSKVdTtyRnLG8stuj7AjyoZCi41nRG78/qxlT1zx1XaHoBbny93g5gbNG1OGqsjGG95QWtJd6yKKW5vYMJaYWrGkPY90Gr7d6dCftrwybvhEDdQVKHZ2woFysV8/E61lmr88pNacOz/X4nBltWU6I5LcngUZGdzSuPWuNuhI8u3JOcvtLbvj/EwsW0aWxBp+NwhoxY0NDpdXaX435POHYcPpORhbguoQTKzAu7OGfeWbM31SOcubk4Y3pw3LnuT/3N7i8Na0v5Y+vR2iAYWxMLAoip29ZcV93uQZSdSn5g2P9PlMLcMDp32qwzJTfmvK8OkCuTt5PNjrYYF7OtyCbqv5Asdx4ECFw6kFnyO1miPn6Gp7Joy1jCxahhYtfQuGZEByjs4FrpbCbW+Zz2MDhpcnDC1xTeXqhDbqQl/qXOnYgu0UdTuhrKyMpaUl5ufnqaio2PkJJZTwEaNUpGwDay0nhyYJZFMYFWbauGTHJkiEGkgEP9xdyNLSEpFQgKbynX3Bnx3xCTliQlao85PxxY309ILlhnrN9fV6zeRqN/N4kKaORlJ+88j6lodX826+tc/Z1ElYXPUMubFe01qmaYlbLq0sLHU9H5y52MUDYgzXhoQHnpozxAIi290OLXHF0dmN5NdiMLFsibsUNeYAWbhenTDURhQNUUVHUvHVvZq/O+4zsAgRB+5q0xyfE3nrC6OGmxvFwv93gz4NUTg1L2qkfUnxl2mNywjt6Kwpqvi01tKWUJyelwL2zw+oLQu4VNYSD2yUy2Z9y0BKRkwBDc1xxal5i1LSsbu8SlEdKXw+FrLy72Ls4LvKFS3TiqdHJCPozj2a+HYBRDtgakWStkFGcxkfXp+wHKk992LgcJVDVVjxYI/PT096OFrk2iGH8xpLrfiW3/T6VIbVrkjuZyKZTDI5OVkqUkq4KFAqUrZA72yW2dlpKnSOAVVFZ20ZMQPDo2P09g/ihxIcaizf1dz6XGGtZW5ujmQyueNjj87IiOX6Ok1rgRHFsme5v9tnbEn8UK7agaewE0KOoi2hODEnAXoAb0wZFrLidFpo1FETVrQnFF2r3Q+lFBUf4oj8xJxlISddnO0WIWstsdXvd8nbXZFyaaVmf7kqWoHiKJEh9y5YDFATliDA6Qy0lynublO4jsP1dZaZFctL40KebYmJVPr0PFxdo7m6Zj3Qz1rL2JIFLIs5yPiSf7MVlFJ8ea/L8VnDQ30+I4uWvQXGKIs5y98e9aiJKG5d7USdmhc5/KIn5Ou8L8jEsuXBHg9XwU+O+7TGDZ9ucjaYnPlWJLrLvhQ6O/E1Alo4RE8M+hybtfzdMZ9vdLJraXIeZQHpOO4pk0L2zSmRPefDBs8VjTHND/YrHuj2mM3Al/doOpPnx0cJagmhfHXSMJuxfLa5sPx/O4RCIXzfJ5PJlLgpJXzsUSpStkBcZTB2icVoE7fUrqtpyoMNvDu+THlmkld6PW7srC5otZ0zFut7vD66QqWTYc6E2FMRoS62cWFc8e22rXhrLWOT0yiliMfjm/7/8KKhLqJwtWIpJ5LRppji+vrNN+zJZcuve+WG+ZU257z9LfJoiYvUdiFrKQvIrrklvtkLJI9oQPGNjg/20ptaHbccrtwsTz4xb0gE1o23CmF8yfLbAW/tHJ1L42w3EtmWuObPD2pyxtI9b/m3fp9/Pu4TdqAnZfmnk5bvdckCd0erw0xGvGY+3yxFyf5y1ng7IIXEr3tFtZTH6XnDJUUYyHlWCp+tpNCuhtuaNC+NGX52er1F055QXFenN3zvtRHFXx1ymVy2nFqw/Gnc8A8nPA5VKLqSmr1l8LPTPmkPwruol7VStCc0b0/7RF34lxM+V1QbbmpwiOxy4xBx1QaZ+eFKzQujhpfGfQ5WnJ+8PREU9d0j/T4Lue19cIqBVgrPiuFdz4LlZycltHI3jr9KKcrLy5mZmaG+vr5k9lbCxxqlImULBPAxFrqqNu40KsKam/fEeGcySOXcMG/1WSLxJPuqgmuL0lx6mdMjkyQdj4AfwHWyRI3L4rjH68Tw3TCusoRdsEsLLBNkyWiUE6A2Gac16RINaDxjGZ+ZZzGdprW5adPNZHzJ8i8nfb7erulIOjw5JKm9n2nWG9Q8U8uW92cNb08bLBe2QAGoDK13G3K+jBZCWsiSlaFzc9C0VlQiWimyvuHYLCRDFB30N7wkI4uw49B1hmtszliG05Yrazabk52JqCufJ5/R4n5I072AVhyoECv4f+v3mFqB62rhjxPwSL/PZ5sdEkHF97scfnLc4+1pyw/2byx88wnKQ4uW25o0LTH42WnD08OWSyp3PoZLKzWHKtSWkQshR3FVjcMllZqeBSGUt8TVlj4sSilqo4raqHRZXhozvD5pODrr0xQVNc/tLQ77y7ceLxVCvhb5fLPm/VnpfLw95XFtnebGeo2zSx8Vz1hmMjJ6c5QQwtO5nf1ldsKhCsXxOcUzI4aJZcuV1Zqm2GZOUbGwVvx2yoNyfD8/7XNdveXyKl10enIymSSVSpFKpUgkEud0HCWU8GGgVKRsgXA4TDAY3FJIc1lNgLdNA/7CFMyN8PasQ1aHicRjNOglEq7FJBu5sjzAoq9YzBoGxybJ+JYyf54yx2NhJYATiqCdMHYlh/Fy2LkhTs06zJsgtYEcGI+XM/VMzWjAp3vBciAJg4swvixOl48PGBxtSOdYdXi1jC35WAuTK/DejOSM7CkTguOFMt/KI09q7EvJmGfRk39+fMwjHhCVzJm7/O2w4ln+OG54a1qKnYgjOS5LPlQE4esdai3teTZjmVqxZHzpSEVdhavEd6Vn1ab8N30+/9tl62OXgFb86KC7o0FQWVDxnX0u93V7YEErCxc0KUnGO38Y9mmMKcqDwkWJB2BkSTxlVjxRH93S5BIJCIn21LzHnrh8j1dVa54cMowvsyYTfn/G8Oyoz0JWLP0bovDz0/L9a1U86bKYBTTkKA5W7O6cRF3FZ5odDlUofnbKZ3JFzmpnUu26A5K/DtKeSKL/n/c8asPwx3HDu9OGz7Vousp3vu6stbw7Y3l2xGfRyx/natFt1kdn6ZzI58sCuyu8lVLctdfhuVEZiR2d9XGUBGh+s3P3t+DbW9c/04onKr6XxgwvjRnqIvCpRoe2HWItlFLU1dUxPDy8dq8roYSPI0pFyhZQbgAvl922ZX95XQi/ppHjMx6ZpQwqu0gsPU4a6a60VMmYKOFAIqipa69jZElIep9tUhyo0EQc1qSAvrX0zvs825+hPpglHoozZ4K4Rm5weQwvyvgha2Q3mfKgOQZLOehLWfrOSHJ1FewvlxC5Qo6wFwJVYUVtWPxWllc5CdfWavpTlsG0KaqNP70iMtb3ZsTP5GC5FCNLnvBojs8JAfO5UR+LjDOGFgu/lqPE6fZTjZr6iNpUkBS72ywPKY7UOjw+6GPthT93xsLIony2PFwl4xaAmAshLUTna2sdOhOaY3NCsP3FaY9vdzoENLw64fOlvfJT7ksZEgHFTfWauij8/JRPQMMnahQvjssI7Ezn2I8C81nLI/2yUN/e4vDbQZ9/PuHx7X0O5aHiW1bJoJyv1yfFA6Y5pphasVxRBW9Nw3Ojhvqo3vK6961lalmCDIcWLY1Rxa1NmrqIYnrF8FCf4f5uj0sqFO/OCI8J4D8fdtc8W4qFq6WwvLFec3pBvGiK8c/ZCWFX1ERX1RgGUpaXJwz3dfu0rHJ/6rcJOAwGg1RWVjI2NkZ1dTWRSKQ0+inhY4dSkbIFPKuwKFIZj7LQ1qfJ0YpLqgNAgFQ2yt+8X8EnquGmms13IK01npVioyKsiZ2lSHCUorPc5ZlRy5gJcnudu0bMnV6xLHqWnlVDtLms5a0py7IP3+yQnVPOWGZWoDwk7p1KSSdit23vYpEzlhNzlr6UIZWT9+xMKj7VqAk5kjq7k+eKtZbfD/m8NiVGXocqFNfUbL65vjcju+OJZVnB57PSNbp19b0ijqQKz2Ysj/ZLSN7VNRfOOv2D8A4tDyn+46UBljzLXMYyvGiZy0JlCILK8viQ5cS8Zeiox9c7XOqjihvqxQ33J8c9js9brqjSvD5p+HSTJRpQfLrJIeSIn8g/nfTIGSl66qOKgJYx0D3tH50/xvFZwyP9Umh+s8NhT5kmHoT7u31+fMzn002WK6oLq1ayvpCK8xwurRQNMcVg2mKs5fMtDvd1e/Sm4IutmscHDT895fHFPU5BftTPT0lxEnGlWLr8jHiFmojDJxYN787Ai+OW1rjiSJ1Cq91xZ85G0FEcqlAcusDCmqaYpikGn6jVvDpheHXS8K8nPe5qc9i3TfhoIpFAKcX0tPDeampqSmTaEj5WKBUpWyAW0IRDQVyTo9jTFA+IE+qSv/VsvS6iCGh4d9rQvkVL9tpah98O+Dw+uB50VhVWVKFoPYM72xI33N/tc1+3z2ebLVfXOGs+I6EPwSvqt/0+x+Zk5HRppea6OkXZLhmmTw2btU7CtTWKmxudggvUpZUbU4N/05ujN2X545jP3e1iPBYNiKFW0JGO0oUQXuUP5YM0OI+6iqiraIyt/91zoz6+tXyhRfPcqOHBHo8fHXAJO+IzUxWW0c639zkcrnKJrkrNAw5kjeXBbp+5FfjyXs3ROcsj/YacgaHVBf1c+RDnA2stjw/6VIUlwbpmdezYEte0lYmc+HdDwp36TPN6YTG6JGOSd6YtB8oVX9zrrJHVr6zSDKZ93p0RTsZnmhwe6vMxKO7tdHh6xKwptM7GZVWatoTlyiq9dv7ymM9a3pgSZ2QF3LZDV+LjAlcrrqsXn537u30e6fP5j5eqLcn5SikSiQRlZWWkUilGRkZoaWkpZfyU8LFByXJwGwSDQZaWl4vObvEt7OQBFXEV+5KK4cWtH3hZleZwpVolJW79uPaE5gddUo28OSkL2XYmVOKP4jG5fP5LrrFiftWRUPyXy1w+1+LsqkBZ9iyPD3i8PmloSyj2J+FPE5ZskWZyhyokz2d0aTM/oD2hua3p/BKh88iHIX6YtjgTy5ZjsxKueLhKc0+7QzoHPz3l8ZNjHg/1+Wtk1ZCzHvCX9UUa/GCPYWARfCAZ0nxlr8OV1UImXfZhMH1hvv/8tTmXsTzQ7bG0Q37Oc6OGFR+urnbWCpQ87m53+d8vc7mzNf9ZfX7ZnePBHo+fnvQ5PitE6pWzcnoOVCha4+I4bK0Y0MVdeGNCVG7f63LXuCtn47IqzQ31zqYCBeDVCYO18N19DvEAqzLij0cWTzEQ92WHnIE/DO/8o8oXK/F4nIWFhQ/hCEsooTiUyuVtoKNJxsdGMJHyTTfVQnh/1rLkiYRxO5SHxCBsOxJjTUTm4Bl/e4O1uVUTrKkMTGUs//19jx90OVSENx/D9Irl9ILl9ILHXx5yiW6xw5zNWMaXLbXhdZJqfkGaycB70x7H52S8cn29KijB3g6zGcuvejymM/Lf+xKKrnKH4cXi81L2lGkC2hDQMLNiqCzweS8E8jXfbpWj1lqWPbF4L9YWH2SE9mi/x5InpmL3d/t8tc3hzlbN74YMWsGdrZpLKjePRFwNAQWji5aOMlmotJIF6NYmh4xveXFMMmX2lAmvJ6DPTRb72wGfgZRY3c9mZEw1n7FbXlOprOXdGVHN+FsU3kopDlcpusolxuDtaUPGl67R7c2a16cs0ytseA+txDMl/zsKu8JHGluWHKrDVbv/bNMrcqwdSUVzXPPNDsVPT3n89JTHtzu3Lno+bqiPKi6v0rw1bbissrhoh3wQYUVFRYmfUsLHAqUiZRskIkEWgw5lKguEd3z8ezOGypCoaLZDZHUUs+xBdAvyXH7d2KkzE9SwJ664vUXzq17JavnbYz63t7CJD9IY03yrU/GPJzxOzhkOV4nTbM5YXp0w9KYs81m75v4J0BxThBzoT1nKgpDOyMK7YiAZEKOxYmGt5U8ThmdHpbj48h7NyXlLY1zkwLsJ8Qs6ijv2ODw/4vP0sM89HR9MkZJ30t3GA60gVnz4b+953Nakuba2+NnbG5Oi1gExdOtNSd7L7a0OaQ+eGTF0L1j2JkRlciZ+duqMwq9ccUX1xp93yFFUhyVTaXpF+ES3twoXY7doiimG0iIzT+fkmu5ZkLDGsxe3VM7yyx6PZU/CDv8wbDhUqbccQYQcIXpfUqF4uN9nYhnu6zHc2+kQd+VadLSlJqwIu5vf70t7He4/7fPUsE9XudpVkQhiRpjxWTMnrI4ovrXP5eenPf7+uMdNDZorqz/8kMBzwS2NIs9+asjnax1iVrcdgsEgruuytLRELBbb9rEllPBhoFSkbIOgo8g6Ud4dW+QTe7cvUqy1TCxbLqnY3n8DWJNaLm1TpMxmxFp8JxVBe0LRnpCd5J8f1Pz0ZI7BRXh80CfssinTpjYsVc+TQ4bHB82qLFU4F41RRUtMUVutaIkr+lKW43Oi2LmkUnF81pIDvt6umc0onhr2+dujPk1xQ9SV5+eMdABiAYg4EnsfdaV78tKYYS4rhc+X9jokg4oDuyQQntl9OlCusdbuqpPzxKCYf91UpDX5XFbs7XfbLco3C3bD2x1bsjw9YmiNiwfGOzOW6jC8PW24rl5zpFazmINXJw3H5zy+0SFy8nhAMblsGVmCq6sV/WnL65OWy6vWz5WxIsvOGrnuUlnL1TWalnNU+lxZ7awF8KWzht8PG54fswykpTC4ZLUIMdby81Me6ZwUD+VBKZIf7vW5rcmhepsOZXVE86MDmpNzhof7fB7qEYlwftpTGxYO0p17Nv5IEkHNLU3wYI9PX8qyv3zze/zNezm0ErO18qDY8s9mJBByOgP1ETY4udZGFD/ocnli0OfpEcnk+eYqmfnjiBXPcmxO0qlzRjpL/3LS48t7HZpi21fciUSCVCpVKlJK+FigVKTsgEkvhMoskDN2R6VI1i+OsJpctSSYz9otb9I5Y3H1zn4MZ2enLOREHTKTgUf7/U1FSndKZJutZaIIyBnAQkdys0NsY4y1mPmMb1nxPRayQnRsLZNC5rVJw9iS2K+fmFtPGc6ZDS9FIgiLOfhcs+xCd9tKns9aFjKGRwcMTTG1Jrk9WLH5hPelDEEtnaOzIV0jiQ3YSfVkrWV00RY16jsbefM3z2z/uDPx+qRwB+7c47DkWd6Z8SkPKaZXLG9OGT7V6HBbkyYWkI7K/d0+P9zvEg9AZRiijvjiHKl1eHRAPHUaY/D2lOGNKVFgxQMife5Mwme2Cfw7E9bKdRVz2WASmEc8qPnyXkXdhOGNScOTQ5Y/jgnX6FCFYiYjSqv8tXhbk+b5UcNPjnscLFccqduelNpVrvnzg/C3R33qI/DJeoeTcz5HZyHsFG41diTEm6R9i3Tkw5WamYxlPiudmairqI9KYZ4z8MP9m6+d8pD4mgykDA/2+jzc5/Htfe6O3YmPAj8+5rHoSTbVrY0KjeWFMYnE+KtD23vSxGIxpqamzivIsIQSLhRKRcoO6KyOMD82ycsjGeZ9l882F86jUUpRGRJVyc07/LjzxU5um1FOUKtdJ7HOZUVhdKRW8+yIT87AaxM++8sVJ+ctQ2nhpCSCcHebW3DB2QohR/HVto1tn8qw4nOrkfPWWqZWpIMSdRUrvnAyMr7s6qZXDM+MiAR2b9l6Kmwx8IzsxheywjfYbnxijOHf+nx8C+0Jw517NqqF9pZp3pvxmc5ISvB2mFqRXfVVNbu/UQe0jOyWPCmwHu33ua5ObzLZyn/HC1krHIpKSW6eXZG/bysTn5e3pww31ouT8CfrHGKuYi5r1zKPHKXWUob3JeHYrPBRHu6TbsLeMgmk60wqhhbtrvJeHu4TFVciIGTTuqiiObZxoVNKjuuTdQ7Di2IsdnJeTNKkcF+/lq+tdbi0UqSyr08ajs15dCUVX2h1tuQkRVZ/c4cqpdiZz1iOzhru3iJeQavtjeZubtx8DVlr+fExj6BW1EW3vsZayzT3tMMD3eLv8qMD7oeS4bUb3NokhN898fVxWEuZ5R9PeJye356r4zgOgUCATCZDOLyLH2oJJXwAKBUpO6Am6jDjRhifW2LAL+MzTVs/9hOrxl+n5u0GK/azsdZJ2UYtsOTZXStKaiOiZhhbskxnZJF8atjw3KgYv8UD4kJ6Q72zqwKlGCilqDlj0Q876gw/CcXehKYpbrm/2+P+bo+vdbhUF0lAdLX4rTw/Ktksddvsuo/PSRKwWi0Q0qvpxT895aGQ4gGKI8LGA/D5Fr2tz8RWGEhLaN7UsiHqagbSlr1llraEFG1/mjC8N2s28H/Kg3CwQt5rT5miNiLclqtqNCfnJUwvv7gcLpCunH8uwDc65c9RV+EoNnSD9u6CRwQi/66PWk7OW14YW28NJYMiqa+LKvbE1Roxsymm+XqHXvucb0yZNQfgPKKu8E6O1InPS1/KbtuFzL9r/rK9ukZzsEKzC++3HdGfFlv8O1t3ftHWuOabHWLM+MSgz517tv9NzWbEj2W7nK4LiUsLkPdrIsJhO77KR9sO4XCYlZWVUpFSwkeOUpGyA5RSLDhldIWn+dLeJKFtdkyHqxR/moBnR306k1tnc4QdGbnkHSwLIeoKodXfJeeiP2X4/bBPUww+1+zw1JDP4CLc0aq5vOpDME/ZBvVRxdfaHX7Z4/OvJz2+1eluWXBkfcvpecueMkUsoHCUxbfCzzi9YFjMyUipMyk7eJCd8PNj4rB6T7tDTVh2kZ4RXsnUimVgRcibw4uGqh1cuSKuWuNdbIWtWuJHZw1pD8wy/M+jHhronpfFeGjRYqyMJC6vkoyc4UUr45nV85HKicz62lqNAqrC8Na04dICgYnb4UJwJjqSmo4kHKmT72V0dbw3siQ8rJPzlueBPXHDFdWS/qyVkFpvbnRI5yy9Kcu/nMhxsFLTVqbXohTCjhTN19ftbrTgarWrVOpi0LsgpdC+bTYYZ6I50319UQAAIABJREFUrrmpwfL8qGE26/PNjsLhhnMZyz+f9Nif1Bss7T9sOEq4Qu/NiGpqO0JxJBJhdnaWZDJZGvmU8JGiVKQUgSsbInT3QfdsjkM1W99kHCW7w1fGV3Nntji7qZyQ/yq3MXYsC4qyZ9mjaPvs47OG3/QJMfSzzQ51Uc1X2hT/46jHsVnLZZXi2LlbEuiFRGNM8/0ukXT+6ymPe9oc9hYwtVvIwsP9PrUR+H6X2JAnAjCTyY+VFEG9kQP0zrQhlZVz+/fHfW5u0Fy/2jW6a9UU78Ssz6/7DGFHMbtiGEgbLq8+95/B8TnLi2MeX2t3N6QG397isC8pfJ2JZTg1L/LZijBcU6M5VKE3FBCn5nymVyz/7/se1WHFyJJ0HqrDis6k5hM1Diu7HP99EAg6ij1lij1l63+X8YUz88akXH+NUSFGV4QUfQuG92aEX7Wi4akhg8Lwg/0bSac7cq/yf7jApyA/pnx/xvDmtKUmDIric5puqHeoDCl+0+fz1JDPF/esy6HnMnJeXp8Ugvo1NR+9LdXhSsWbU/J5r9rmXhaLxVhYWGBqaorq6upSoVLCR4ZSkVIEAo5DPBoh5i6zkxS5K6nYlyzsmppHfq3ZbieTH4WML1niyZ1vELMZyxODPnVRxbc7nTV5ZCyguKpa88qE4f94y8NR8BeH3KLzaz4IlIcU3+9yub/b44Een290iO/JmaiOKO5odXhswOfHxzwSASnu/vrSwkTFuYzlDyOG6ggcrFCEtabhDOWKbyy/6vXXjMC6FwwP9VoCDjTHDVVhzdiSpTxUfEt+ctny1JBP0GHTrl4pRWfSoTMpfiSTKx7JoOLeswLlXp3wGV2ypHIi/W6MyaJ/TY3mqmq95slxeZUia3bXRSkW50uQDDnSzTpSq3l/VgLv/uG4x6WVinemxefkq20uFSEh9v79cY8Tc4b6bXgfZyPswH+69P9j7z2j47zOPM/fvW9FFKqQcyAJZlISqZyDJcu2LMuS23KQQ7uDp8dzdnpnd8/u2d0vs+fsOft1Z/f09Oz0zPSMg9p2y0GWs2RlK2eKYiYIkogFFDJQ8X3v3Q9PFYhQQFWBgJzwP8emSFShwhvuc5/nH3wb6qScdiVDqHfGopDNwFiaiqMU9tdpxtMyCpvMeMQCEtswnC80r6hX3NbqLClif1doj2gaQuLQe03T6o9TStHa2srQ0BDj4+M0NDRsFSpb+J3gd1/a/4Fg3AtwLJEp+TilSkewF5Qfazl0tuQ5BGPp0ltHz1h+dt7DIDv45f4Nhxo0hXu7Z+Hbp1yOTZiynXQ3A9GA4ku7fdQE4PFFxcNiXFWvZGcKDCXhhubiPg+esfzonIu18OltPm5s9nGoUS9Je85ZWTQGkzKXPzJu2V+nuLVFLQTQPdbr8lwZ7pwgY48fnROey8M9vjWP+T+edJnMFOfBxFOWoXlLKie8i7YqxV/v9/PRTmeJaZhSivk1xoPrxRujHk8PViBBWgNKKa6o1/zVXoeIT77j1ip4ZLcYoCkl7rj1QQmjPDtd/usqJcd+o7KYAN4aE8+ZO9s03zjo40CdxlHlJUAvx62tmtYqKVzjKYuj4PY2zdf3+fjUNt/vRYFSwKEGzXB+VLcWtNa0tbWRSqUW1D5b2MKHja1OSplIehplvLKkyKVQ7ZNRUGKNm0SVjwW10E0tq/+uQh7KUNLy4PbiUs76kOLTOzSP94kHh2vgZxc8RpKK/XWi1vhdjIDCPumoTGcpqo5QSrG/Dn55Qb6vm1uLb6NfHjGMpeGBbU5RN9CkKxyKv73Cx0zW8uNzEkBYkDEDzOXELXh5Ym7KFcOy5vDSPKbXR8Xz5cu7nQV+xWq4u8PBWorKYT+V9/h4ZSTHuwkhOC+GsZbTU5a3xgwD85ZvHNjYBW9wXqTjLWGIpyQxu3sVZ9ITk4bdNWoJQTTjSYrz8QkZbeUsNIZgMitmdH/Ws9LZ+JHdPn7Q6/LzCx7/6gAEfb+bvZJnoSW8+nlVCaayMJoUQu89ZUq7K0XfjOHYpOG6JlHuaGT6VeUrPS5bjCvqhYT+Wtzj09vXXgIcx6Gjo4N4PM7w8DAtLS04zu+W27aFPy1sFSllorUmRCaX4OK0y866y8tYV0oR88Ocu/ZjuqrFPn+tQLickSyWgtphNXRGNLUBQ0NIcW+n5p/OuBwZt7w55hFyZNd37Roz6s1CyKdWtf1PpCzPD0uH6N5OZ8UYxlhpsb8SN/TEhBS4HMZavnXKJehAzz4/NUGFaz1qli30L48YNLB/ma/McFK8JR7ucdhVo0ikLFnP8O6YoTOy0lumGIopLQrwrOXFIcORfIFyfsbyeJ9Le5XCs3B0wjCZET7OPR16VZ7Taki5ln864zKdN9G7tVUvsUf/eJfmzJTHry4aLLC/duk5MJK0tFaJV8sT5z1ubZUMIKUUfTOGn18Qg7W6IBys1wwnDSNJeGCbnI/FztuoX3F7q+LJAcv/d9zjllZLIiXW+nVB8TBpCK3t5bERuLPd4Y62S9+FT4uHTNqzFatwTk0ZDHBjy+YVXGkPjk9aPphYeuNoCsHuGs2eWl0WUbrKp7i6USTgd7TZkkWv1prW1lYmJiYYGBigra2NQGCDWctb2MIq2CpSysS2mI/BVDUhbxpovOzfF3BUyTC9jojmyLjHRBoaV/H0CDiKr+zxESlxJCN+xTcO+hcKnns6HL592iPml51Y4PdscxRPyuLqWdheDa/GJRW6Oaxoq1I0hBRnp8WL44p6xb1Fdq+D84b5nCXniRFZzlimMuJ9crD+0o15OiueG/vq1IpOjE+JbPlH5zx8Wg5YzsjvG5i3fOe0S31QFt5rmzSRCoy9csbyRJ9L3wxUByCihMswOGcZnBe7+c6I4s42zZ7a0mPEYsVs0BEOUHe14vSU4XtnPR7awYKsusqnOdTgcWZGXmtxATOStHz7lMvHux2uqlfsq1W8PGJIpAwzOcVwUhxxH9rh0BmRcc6RhOJXSY+64Nrvt6PaYS4ni+2zg4aQA7UBxdFxy5FxD0fBTS2aW1uLFzobhcUdiF01ipdH4OSk5XBjZa/ZP2epCbCpxm776zTdeSfojCeBi64RUvarcSnWOyKKK+s1B+qk8xdPWj6YMMRTFtdc8u+pDQo1+Ae9Ln+518FXIvdBKUVDQwN+v5+hoSE6Ojrw+y9vs7aFLZSDrSKlTGitqa+JMjo2RqxubfleOWgIKo5PGrKeXTUDpLtajLzey0fXr4ZKboyFG/5YUqS6Mzn539lpy5X1FX2EDcXAnKE9cmlhez3ukjPSzj4/J1yNfbWKgXnDW2MiR67yScv7jraVBnsZTzogjoKrGjWvxUV9ovOOGw0h+E1/jpQnxmlZDw7WQso1YC0npkTuHE/J63RWiU27T8uxbw0r+uctF2bFbj7pWq6pQL2RzFkeP+/RPwd1AfiXB/38ZsDjvYTh+mbFc0OWz+906CmifFqMrGdJpIV0+8ygx18vMxbTSvFwj1zmt7Zq/rnX5UfnPLqrDbe2arZFNR/v9nPqaA5jWSJ5bwxBd1TxZL9HTcDhwe0OEyddhpIQ1JZbWzU3tegl4899dYonByTcr30NV/Uqn+K+Lodf9Xt8cadDV1RGjlMZ+TzHJw0vj8gI6YFtq5u8bSRaw4q6oGRwLc+9Wg3WSpRB74zlpk3sohQQ8aslBTaINDztSijiuwnDr/s9nhoQsnHSlaKkrUoRcKTATnuWvll5btbAs0OWj3WV9/qxWAzP84jH47S2tuLzbS0hW9hclDzDlFJ7gX9e9E89wL+11v4/ix5zF/AE0Jf/px9ba/9PpVQIeBEI5l/rh9ba/yP/nG8CdwLT+ef8hbX2vcv6NJsNX5Bk1nAikeFwy+WZHB2oU7w3DudmLftW8WWoDSp21yo+mBC30Y26UVtreW30knV9QxC6ImphJ+4a4UGcnzWMZ6QFf02jLmozvxEYnjc8esbjllbNHW0O/XOG41PyuocaROVyqZBzyBnLdEYW1H86I0qST293lri5Bh3F53scftjn8VpcbPKfGzILTPHH+wxhB7LGLmQX/brfMu8KX8VD+Ar3dmquqNdFi9LtMbi9Tf7bs7YsFrq1lhOTlt8MemQ9kYRen3fQDWmDsfDikOUb+50VI6lieLJf1Clf2Okwm8/1WS2XKOJXfHm3j5/0ecRTlu+d9dhfJ4ZySVdIvP/uiMv+OvE3ifrFWv67Z1x+0Otxb4ci5Ul36esHiu+ig44Uk0fz52zVGgV0QRFluSSLrw0qaoMiu+6MeDw9YPjeWZcv7PSt+bs2AgXi72+HDdNZW5YCTilFTQD21ypu/hCKlNUQ8sl5dF2Tpn9OfGmSrnCpDtTpFaOzjCeKpt8MeBwZN3ykQ5fNtautrcUYw8WLF4lGo1sS5S1sKkoWKdbaU8BhAKWUAwwCjxd56G+ttZ9a9m8Z4G5r7ZxSyg+8pJT6lbX2tfzP/xdr7Q/X//Y/XFT5FZFwkKrg6mSSUiZJBRQcQEeTln21qz/uxmbNqSlxsV1P7HwxDCctk1n4RJfYrD876OWdaQ0RP0xnRGkSdMTF9uy05YMJj3s77abwVtoimivrxUq9PgBHJyxVPvirfb6iN06/Vvnxl+KrexTPD3lF3Wsbw4qMK52KpAsxH+yokYwWY+HNuPhX/MVeH9NZy3ODMv4aT0tX5b5tvrJvvqWIx/M58cw4Nikck9aw4v5dzhIn2JBPYzF0R6E2VN6Ct6dWcWzSMpmBXTHFuwnDzS16VffToCP5Mz/pczk5ZTk1aWkMw80tErQ3nJQC4+SUyx1tmmuaNI/s8vHPvS7PD8vC9olta58DN7c4HJ90eX/CLBjtLcdUxvLCkEdDcHW/oGuaJITy8T6P75wRL5pSJOXLxYE6KVJOT5mF4rEUrm1yuHYNOW+5SOYkFPByrjGlFN1RRXd07ccV7lFX1GuOTni8NWrKJhAXRj+1tbWMjo4yMjJCS0sLWm+JRbew8ai0V3cP0GutvVDOg61o1ubyf/Xn//cHq2OzgDXekvmtZy39c5ZjE4bBeUvYJ9b0pRD2KXbGJEdlLZ+KgjJXbeDXNjAvv6u7Wnw49tYqemcsF2ctKdeyI6rYEVPsignPIOtZXhw2JUcPl4OPdzlMZDx+eVEIiPeUubNrCis+VyS/xeTlkocaNe8mDD4Fn9vl0BS+9Bm6q2X8MZ6xbI9qvlokVG4j4BrhrkxlJUvlphbNlfUrORuFI9xeVf7vHsl7cTw7KEZi3+/1OD5p6YmtPQaczck48dPbnSWPO4SQP58e8Hhm0PD+uOGmFiFkxvNqtOOThq5qteqYsimsaAnDuZmVyjRrLW+PGZ4bMijk/J5zoWaVQmVnjeaLu+DHfR4/POfy5U0O9KsLKhpCEmtwffOmvUxRPD3ocWbKclVD+V2Ny8W2qKatynB0wnBDi65I5ec4Dq2trYyOjjI0NERbW9sS5c9WQOEWNgKVFilfBL63ys9uVkodAYaA/9laewwWui9vA7uAv7fWvr7oOf+XUurfAs8A/5u1doURiVLqb4C/Aeju7q7w7W4stFJUBf2cS8zzs0E/SikSaUvWiPfGtqhaNXW1GO7f5hB01pYP5vLt9VPTlisaNuJTwFC+SIn4xVnTr6VFv1pHJ+CoshNz1wufVtzfrfn2aVEbXV0mJ2A1PDtoODlluLFJ49dwqF4tKVBAFtNvHKgsaHE98GnF5/OFVDGJ9ML7CQp/4OJc+Tf429ocRpIu8aS07gFGkoan+i0P73TYHi3+Pa5VSNcFJb7g9LTlmQGPn10wCyONqB/eGLP0z7nc3uasmgHTXa15J7GUczWbszw7IGGFO2OKG1s03z0jZnYda/BXOqs1n9kBj/V6/MNxl65qxd3tzqoJ4peL+7qcigIYNwKTGZGCe1aI09sruI9cLm5s1vzkvHRTblyl87UalFI0NzeTSCQYGhoiFArheR7ZbJZcLkcwGCQWixGNRrcKli2sC2WvBEqpAPBp4AdFfvwOsM1aewj4O+AnhR9Yaz1r7WGgE7hBKXVF/kf/O7APuB6oB/7XYq9rrf1P1trrrLXXNTVtQE/1MtHQ0ECVN0/EJvFraZd+ZofD317p47M9vpJZL4sh4W8rL9yJtHRmXh3xODElXQBjNq6TUhMQSevfHfUqMtTabJyasqQ9+FSJsLaZrOXtMY/JNQIa99VKJs4zQwZHwV0dxY9LuQWKsZbX4x696/y+6kMrlUPL4VkpUoaT8PcfuIyXYeTnKMXDO33c1KpJeVDlwMVZi2vh/cT6j6045grPQiEdoAd3+Li708eXdjuEffCLix7vjxd/jZ01IqG+MCefYTRl+YdjLqemLLe3aR7uceiICDF8srRHIl3Vmq/t9XFlvWZovpDmuznnbmd1ZSqtjUDIsQsKvd6Z8gwFNwq7a2Vz9dyQ4fxs5d+pUorGxkbq6+sJBAJEIhFaWlrYsWMH9fX1zM7OMjw8jOd9uJ9rC38cqGS7eh/wjrU2vvwH1toZa+1c/r9/CfiVUo3LHjMFPAd8Iv/3YSvIAP8NuGGdn+FDhc/nI1zTwIHQLJ/t0Xysy2Fv7ca2Z99NGH52weOFYUPfjBhkpS7z+p7PWU5MGp7oc3knYZnJiUHaD895nNmEm33vtKl4Qf9gQszmOkt4j/g0PDNg+PVFb2HcsRwdEZEqOwpuaFIripFK3TMV8E7C8OygtynOm/Gk5ZlBQ9ZAd0R4GuUKyByluKHZ4V8fdLitTQuXKATHp8Sifj5nGUtZXhr21nQ5Xo53E4YnBwzNYfjIoiKvu1rz53t9bI8qfnmx+PnTXiWS7JawIuNZftLnohT8+V4ft7ZKvo1CeE9D85ZcGUV4Y0jxsS6Hf7FfErQf7/NKuqb+oeCn581C4Oho8sN9bUcpPrNDjm//3Pq+T6UUkUiEmpoaotEowWAQrTVVVVW0t7cTCAQYHBwknU4zNzfHyMgIY2Nj5HKbYKO8hT8qVFKkPMIqox6lVKvK9/KUUjfkf++4UqpJKVWb//cwcC9wMv/3tvyfCngI+GC9H+LDRigYwGfcFe6gG4XrmzV/tc/H/3iVj7+90o9nxRb+R+fcsnc6M1nL++OykD962uXvPnB54rzH+VnL7hrF53ocHtguN6bH+zyOT27chzk3Y/hxn6gG1sKxCcNsTm6KcznLeAZ2RMszo7qiXkL4jueNrbxli1zvjOHcTL59Pm95Z8zj1RGP7591+fsPcrw0UtnnVUoW3fGMhApuJN4Y9Xhm0GUyK7LRc3OQNhCt0IZCa801TQ5f3evnL/b5uK5J8/aY4e8+cPnRObfoZ065lkdPu1xYdl4lXctbo4ZqnxCLl6tDHKX4bI9DSxh+cUEKocUIOOJdEwso3ksYJjKSTL3YbEwrKTqGk5ZfXii/Co/4FZ/b6dATU2UXcr/vOFCn+WinZns1XJgXafmHCb8WHtH52Y1/3UKnpUC0nZmZoaqqCsdxGBgYIJvNbvhrbuGPB2VxUpRSEaTA+JeL/u0bANba/wg8DPwrpZQLpIAvWmttvhD5Vp6XooHHrLU/z/+Kf1JKNSGb1PeAb2zQZ9p0ZIzCAKrMpNRKEQsoYvn/TuZv/l0R6JuxBB2zwDNI5sQbwa+FdJnxAGvpnZGMGsibeQXgtlbNjphkpyzu+vyrg4r/etLlp+c9dsVWJ0OWi95pw4/6PJpCcN8asfSpfLgbiDFaJi+YKncWn0jL8+5sd0jmLH9/zOW+bocr6jUZz/Kri4agA9c3KN4bt/TmF+GmkHCH1hOweF2T5ui44aVhj54ojKRWBiOuB2enJSm5zg8ZK/ymK+sVzmV057QSHtGhBs3JKcMH4zI2fC8hRNgCaXc2JwXi9856XNtkuatdc27a8MYi2//VuAR+rXhgu4//esLl5RHDx7qKH+++WUkXLsaP2V+neWvUY3Beui21QUVTSKEVhB3oqC6e1xPxKz7b88fj0VHg9sT8ivNzspnYs4o1wWbhQJ0Wz5dpw86ajSWRJ9KW58aquLM9uiRTy3EcxsbG6Ojo2NDX28IfD8q6yq2180DDsn/7j4v++98D/77I894Hrl7ld95d0Tv9PUJ9SDFqPfqmclzRtLn20FkjxDbxOlj6s8GkGEktR3MI7mzT9MQ0zeG1ibk1AcWntzn84Jy34N66XsxkxTq9KQSP7PKt6esScuCv9/k4M22YyloG5yxKSRGxHLNZy5lpk1deKPwahpKWW1sVvTNgrChF3owLT+XCrGHehUd2arbFHO5os8zlTa0W58hMpC1pz67q/+IayczZW6sXHFSvbXL4db/H3x8TP5W/vXLlKKlSfGm3j787mqO9Gk5MwfVNumz5ayk0hRVNYYfrmxSPnvF4ecQwNG94YJtD0CchjH+938fzQ4a3xwwXZg0Rn+T4RP2UtP1vzKvDRpLFVWrJnGU6I7lIs1lLtEhxOJbOZxYlhTy6eC//0A5nVR+hP0Z0VUuBdnLKsKe2dKFgreXYpGQnjWcKac6KO9o0XdWVpWZf3ShFypHxjS9Scp5snvbX2SVFSiwWY2pqinQ6TSh0ed5TW/jjxB/PVuRDhMqlGfeC9E7CwcbNldnVBtUSPsBi7K7R/JsrhaCogFPThqf6Dbe0avbVlb/I7YgJgfH8rFkzZ2YteFY6I8bCZ3asXaCAFE5NYWgKy/v8zmkXR4FPa+ZyEggYdKSoeHrAXXDIVIiltwZeGbFYpBvjU5DIQHzEUJ0fkyQysC3/WstHJ6emDE/0edSH4Ov7V37m45Mer8fFcdbaSyF0Ub/s8K2FQ42Ki3O2IkVXMbw9Jvk3HRHN/ds2xwY+5NNsj1pyxjA4D//hA48Hdlh21Tj4tYxmdsUUP73gMZUGF8ouWD/aKUTaYtfBM4MeU/lu/uujK52TrZWFtScGn9/pJ+tZZnOSoTOXs2wrY/y3EZjKWKJ+Lqt7tREI+xRX1Ws+mDBrZnaBKIJ+fkG6ULUB4WFlPSErf/esFNGHGjQ3t+qyOocFTsxmWA20VIkPz6sj3pJ7jFKKaDTK3NzcVpGyhaLYKlIqwHTaY3AqSTA9QbC6joujEgC43Kb6w8QSroCVndjeMnZgizGZN2+LXoai4cUhQ/+c5VPbnIpTeo21zGYtOQOPnnYXfFwKCDsQ9cEntzn0zkgB0xSSMcJ1TZqemCKg4TunPPbUKG5s1rw4bHhu0BB2FAeWFV5npw2P93nUByma+eMZCf3LGri/+5LM1ljLfE4KpZSB10ctfbNeWTf1rGdJeRRdLOZyYsR2uHFzc2quqle8NSZjspSFF4YMWqmF978jpvnaHsW3T7koCycmLG+P5dhTq7ir3VnVn2QtJcxERtKfD9RpioUdGyvOx+H8mDHgKBryh6RpkyTGyzGVER+bWEDxlT3O7yQRfDFaq8SNejYnSrzV4BkZo9yXz1YqFImpvEX+SFJ4ae+PG65p0tzVvrrJH4gRJVBxiGUBac9yZko6oj4F1X4WgiJnsjKO9hfZO0WjUQYGBmhoaNiSKW9hBbaKlDKRTqdJDA3jWj+jqobb2qo5Om/45UWPtLfSgMmzlt5pGVNMZGTU0BxW7KlVdEUqa8OWi2uaHA6vo7NTUEhkPbtmllAxmLw51+ujhsMNes1OTMqVrJt9y9Kaf3nRE0fYfLfjhmZpVWtE1dQ7bTgxZakPqSXW98vHC11Rw2TG0lGteXC74kd9Hj+94HFxznJ3h8a18lpnpy0+JWOWYguvVtIpaQ2zxAfku2cuqUmqfeIncv+20gWKZ2UMZix8YdfKS+7WVo2j1h7LbQSawor2KiFhN4cgZ8V7pLXKcHWDZj5neG/ckvQkr2g6B/vrJHn3wqzLZ3t8ZaXsLsbX9vqKjoEKIzyflryc6azl7LRhZ2xzro218MGEjAc/v/N3X6AAC0y3TAkucWNY8a+vWOnKHPaJ2gvgrnbLKyOGt8YM0xkZmZ6ctkR8iqAj53BjCJpCiumsdLV6p72KNzog3c1fXFz5ptuqpBC3wOeK8Ij8fj9+v59UKkVVVQVOhlv4k8BWkVIGjDEkEgkaGhroqI4uxLh/rkfx4z6P3wwYfjsso5I9NYqpLLwyIm3uoJbFIWeEtPjWmIwMrm7UHGrYeD+G9ezEd8YUdQHxKXl33OWGZs0dbWvv6o21HJ+0vDLiLeyW7+lc+8b2/rg4jd6ds3RXa1rC0sX5YEI6IqsZxnVGFL0zLj8+5/KVPZduyssXs8aQWpBQVvkVX9rt8Pyg4c0xw4lJkw/Qg9vbNFfW6xUFimdF0WKtLNCLbcKttXRVi4eJZ2WHe2OLpja49mceTVmeHpBC6WOrfD/r5bRMZiw/7HU5WK+5rkkvKS7PTBviSctti3J8lFLc0OIwkZbvWykJUXwvYfhVv0QCxAJwuFHxxqiltUrxwDaHG5vhsV6X751x+Yt9voqNzooVHfGU5amBS3wqlRE5fHMYrqzX1AXEr+RDCRbMF15zOUs4K9fnRhVK/XOGo+OGT24r/1YbzXdPMp4l48FYytKxysamlPVBLKD4RLfD8LyhdxbsjKWtSmT8GU8KtNwyWlvfrPC1Svn6LEfAEXNEi3THZrOWeEq6OtbCHW1q1e5YJBJhfn5+q0jZwgpsFSklYK1laGQUF01NbKlrYsineGSXQ/+cECzfTRjOTMN0VhJkH9rusLv2kmFb1rOcmZaL9sVhKWw+1qUrMoDbDDga0h4oJTk3r8UN9UHFVcuygnJGRi2npyynpsTXoTks5Ma9NaV3wFc3ai7OWZ4dNIDh6gbFYNIS1KwZzlYbVHxqm8OP+zyeHzJFRzQAIZ/YrM9kLbGAfO/3dDrsrVW8MepxelqKqVuXZZQUukHXNCqOTUrgHghXpwClFFc3KN4ctdQHZNcdDch79vK8isVFXc5YnhkwvDcu4YYf34TjnDMyanlx2HBqynCwTtFRrakNKH5xwStKON23bId8XZPDtY2ab51ySbkciEmRAAAgAElEQVTwyC6HJ84bMh7c1a5RStFSJf4m/3jC5VcXPT6307lsX6DOiCxoOSMS7GMTlns7NW+MGp4ZlEwlvzJ8olujEGfnlipF2IGQozbUbbZA5ByYN/zsgmVPjaqoqCiGnLG8NGx4c9TQHFYruknWStRELACHG/SSnxVGgr8Z8EikZBT7ld0OndXr+8yzWUs8DXtr4NQ03NPp0BG5NMKcycrYKBZQJFKGX1wwvD7qcV935d/B4lFvc1ixswb21yn+4bhH1qz+/qurqxkYGKCmpoZAYHPFCFv4w8JWkVICk5OTOMrS1t5adBG+FOilSbqWn513mc7CTc16xVgj4EjM+sF6zXja8l7CrGpb/mFiLCVjlfu7HSaz0h7Or7+4RlJ7300YhpM2n1gri8xdHZr9tasXJ/M5CQos/DzgiGnUPxxzyXjw7rgl7MCDO5ySHaU9tZrrmqQYDDsyIln+ugfz4XBvj5klZOPOak1nteTRvDVmOD9j2L5obHR+VozULs4JgfT7Zz2qnKU+JRnP8uSARSuYyAof5aOdQjb+57MeX84vIr3Thqf6PXpiIn2+rklza6uk0M7nLG+OetzaqvE7l3/cm8OKj7RrnjjvkUjDs0MWFhGJz8+KgdvVjWt37C7MWUZSoghLpBWnpy23teol8uqagEiaf3nR4/tnPR7ucVZ4p6RdW3bnI+RThPJ3n85qCbnriYnPy1P9Lu8lLLUheHpARjGLcVWD4pPrWEBXQ9Qv5nnvJcTx+OiE5coGU1LZVIC14vDr14rRlGVo3vJaXDqpV9Yr7ulYKeM2VnKXXo1bjk1Yrm3S7K5RC+OvxqCMfW5o0XRXr96BKAf9eY6XdA4t7qLOiVaK2uCl4qI57HBxTjps1zXZDeEF1QU126pF1n64US90ohfD7/fT2NjI0NAQLS0thMPhy37dLfxxYKtIWQPGWvrG5wlG62krI+Gzyidhd9865fLskGF3rV41EbkhJLv8Ungt7uEoNkySuhgXZw3vJMTVVgHdUUVVSn72xqjH66OGRFoIrY0h6Xa0VCm2RVXRG81ipFyxLo/6FV/c5SyMIjJ5vkPKg0MNcHeHr6zUaIC7OzQp1/LSiJB07+1ylqQf1wbF5O3NMcPVjXoFgffOds25GcMT5z3+ar9aIAr3xDQf7bQ8PSAdnqYgzHvw9IC4yyY9SYL2LHysU8L2CrvvYN6jZioruQ/Gijrl3XFLXQD21irOTFviKcPgnGEkBX5tubWtrI+8KrKe5eURufFH/HBvp2Z7VPFaXHglO2uErPjSiBAn/3Kfj6CzchyY9Sy/HRZF1PXNmhfykvaDRbhFVzVoAhp+dsHjR+c8vrBLOirWWp4eNHwwYfjzPZUnFQ/PWwL6UlEYCygMls9s13zztKE1LPyhkZSMPyrlxZSCUoquCBydhJ0x2F3j0Fbmaxhj+L/f9wj7hMc0ly+oGkLSlVrNR8fRis/vdHg3YXgtLueko+SzbYvKyPjKBiEsXy5OTxn8Cs7OiAqoVOFxQ7PmvXEp9j+xhtdRJfhIh8M3T7k8O+Ct2qWKRqM4jsPIyAgNDQ1beT9bALaKlDWhkAs6VkGbteCi+ehpj98MeHzqMtvGr48a9tRs7IWadi1P9kvQW8Qn2R1X1IlMcT4npNJEGjoiwg/YXaPYHq2M0BhyxN/l6UEZaxUKstfihnhaFtXDjZWlrmolY5/2iOHohIyJluOONodjEy5vjK40F/NrMQB79LTkvlzd6JByJSfpYL0m58ELw4aghoyBdxMWDVgsBjHEu6Zp6e9srVLE/LIQNAThpxfEs8UBJrPwT2eks+Eo2F8rZMdiBUAleHPU49W4IenCoQbFR9odQj5FzlhOTlk6I4oHtztopRicN3zntMf/e9RFAdc2KW5ucUh7MJ62vDziEU/BJ7slL6kg315tmrOvTmOBJ857/KDX49PbHSzw9pihJ3rp+eXCWEv/nKEjcsm8bldM8/yQ4ewMHG7UvB43eFbs+DcLe+s0RyaE/L27BGnU5Md7Sil6Z+VcV0pMAlvCiu1RTWOoNK9FKZUnu2v6ZiwX5yx9s4ZXRqTzMZ3dGPfX21oddkQNcy7UB9USr6BiqA8p9tcq3hs3fKRj9Y1WJWitUtzSonklbuiOrm51UFVVRUdHB/F4nNnZWerr67e6Kn/i2CpS1oBSiqpQCC+TguryCV0dEc1NLZZX49IyvZydX31QbiwbhUTa8thZl7mcLLo3NC8lXCZd4XU80O1c1mKqlOK6ZodEGt4cM9QELRrpcuyMiSnaen/vtU0O16yiYooFFFc3SgKvX1tub1saVtgQUvx3V1xKPp7MSBfgmUHDrhpFlYakgc9sF6OzIxOW4Xnh4pyZNlzfvPSmrZSiq1pxftbyw3MeAQ1VfvEZ+fJuh8F5GZW0lDDVqwRhn6Izori+WS8ZSZyYlHHF7YtIzx0RzTWNktuU8uQxb40tnZ98stvhqryKyb8w5pM/jbUk0sIPeTVuub3dYX+dJmfgqX6P//CBSyB/KNsiquIF7ZcXPcYzcF3zpec1hhU9+W7C7hrFsQn4Qa/L4UbhF23EorkcbVUaMAwnYfcqaeAFHJ2wPD/k0V6lGE5KIfuNA751y8e1UuysEf7GR3DIGctzgx7vJCxzObuC4G2tJWMo2c0soDGsaAxXdr0dbtScmPI4N2PZX7cx3/dtbZreGcNrcW9NFWAgEKCzs5O5uTni8fjW+OdPHFtFSgnEYjEGBwepra3Fccq/0G9skZbpT8+7q0pdy8FUhiUhatZanh+Shb67Qj5LxpMCxbPwlT1OUafVwnruqMvfxVlrubJecX4WnhmwWKRge2jH5beQ11rwP9opu/3BeeHSLB+VLS5a2iOar+wWme2pKUNh8/rmmCHsU+yMaW5u0VyYFQ5R4akp1/JuwqMlrKj2K5Ku8FW+useHscLjqfZr9taK74pBuiuXgwL58or64lLv6aylOQzdizp/p6dkpNdWpTgchYgDOSveFc1hWSAXF9FTWUu1H/7ptIvfEemoZyVdOWOgOWy4rlmKmpaw4rcjMqZwjdiqV4LZnF1Qdh1uWPrcz+el2gVzt4wnBc1zQ/BXe31FnWsvByEH6oJwdMJwR4kRS30QeqKiJMt6cEur2lB/G79W7KrRvJPwSKRXFinfPCXxAZ/ZsTm3b2NFARTQ8MG4x/4Kj+tq0EpxqEHz1IBhLLU236Vg8ua6LlNTU2itsdaSzWZxXZdgMEhVVdXWOOhPAFtFSgkEAoEFDX91dXXZzwvlSaI/6PV4/JzL53eKDXkliCdlUT8xabmr3SMacJjKygioJqDpjlb2WV4aFkXOV3YXL1BAdtJ+DT85b/hoDq6rkAtzasowmrLc3KL5cZ/sxLSCezo0NUHFztjG3tCLQSvFx7scLswaOiOlX0uItVLc/LcTbt50DS7OWXpnPPbW+thTK2Ovwk3x26ddJjPgYAk4wku5sl4WfGuhZtHY4/VRw9EJw9f2lHbiXQ3HJgwvDHt8ebdvVffQ29scbmm5RCjOGVEtaeBLu8tT5CikMAHAk7/f06E5O20YSy/1jWmpUjx8Gfk5zw/KKOyaxpUk6AICjuLWVk1TSGTlxydsxSOlcqCUIuJTzOVKF+dd1dLByhnD373vMZXZ+PfTnk/wPjlp2b7sOs8ZNik1TBxhXxyWNpoFRlMwkzHESkjty4V0/koXKQXU1NTgui6jo6OA3I99Ph+Tk5MkEgmqq6upqanB59tayv5YsXVky8BQ2uH8mMtt5dcogMzQ7+kQz5R/d9TjYJ3humadby2XxovDHr0zlioHnuo33NUhYXFAxdkar8c93hwTmWrnGrP95lDBARSeHxazrcONqz9+Ik+sLWQE9c1YTkwZpjKWczOWj7SLymk9gX6Xi0rD/7RSOBqSWbk5a+CBbXphnFFYSK213NjsMJezzOeEBxLUIrU8N2N4d8xjNA1f3i2/89W4EbLxZXh+aAUzWciWMPgq8DrmcpbHel1GU0L2LVcyfFWDw5lpkSN/ba+PmoB87uubHVxjLzunqICZrHxvB+tUST+O2xd5vXRXeA1Wgmo/DM3D0LxZtYhfDJ9SNISEj7LRCPlECXh0QmIuYouun6h/fQGZqyGRsqQ8yVcKOdBVDRfn5GcZD05NW65v3pjXqg3KuRxPWQ6U8XitNU1NTSv+vdBVmZ2dZXBwkIaGBsLhcEXd7i38YWCrSCkD3VEfaVt+lPxiXFUPZ6YVMzkJAjs26bG7xvDgdqfkDf8T3Q7nZiwzGcMrccuZGZegI8qBcm5S1lpOTFlOThpOT4v/w/3b1r6Igz7N1Y2GdxNCqv11v8fRCcMXdjpFnWhPTRleGDb8D1f5FlrmGQ+OTVpuatHc2PLh3DSsFRlx1M9lvWYiDftqhWfy0rDhifOGh3aoJZ4jSikON176e8yf44UR+P5Zg0XUS4VAvd8OG1wDu0vk+1gr8u7VukwFjkg5zbgTk4Zf94vD7cM9DrsqKGgbQoqIT9RKVT6LUvLcRMri07LIrBeJlOWdhOGGZs2pKSHDLjab+13j3k6Hk1MuxyYt9cHScuqUB8Mp2L9JsRi3tDh8MOHyWnwpCXw0ZStWUK0Gay2/6pf8nwKifvHIuaZR8+NzLi8MiVXCRsiR/VrREVGcn728AahSimAwSDAYJBwOMz09zejoKD6fD5/Pt1CsKKVwjXB7muprqYts5QP9oWGrSCkDkUgYd3pmXc/VWnNrK/TOeHy0U5N2hSuR8UovOFG/4lCDAjSHmyxHEmIOlcoJAbZxjRtV1rP85LyMW6J+Sda9s710Nsx8nifQGILbWzWPnzcMzltMkS64tZbjk4am0CUSn85n2NYGhMD5YUEpxURadufXN68vA2c2J34XrVWKqxsdDtRpzk7bknLUtxLyZ11QvrNqvxB4Xxg2DMxL8fGbAUm1Xe4tAuIo+t9OuTy4XYihi/GPJ3IcatCMJA2OWurdkvWsmJyFLyljTk0Zfnreoz2i+GS3s67FzOb/74e9Hje3ihPxe+OG/bWKBy+DB3FxTgwP30mIgqo5RMXutZUi7Vp+3e9xdYNiW2ztRTHiV9QH4dyM4diE4Uu7fUsSe5ejYPoX26QuYW1QcaBOcWzCcFf7JYK7Z1dXX1UKlVfMHRkXnlvYUdSHLhXLn9ru47+edHms1+Uv9vo2xCG7vUrx1pgtGaBYLiKRCJFIZAlnxRip6rOe4a24Ya9vglPjVdy0VaT8wWGrSCkDp6cswaxHMGVoCle+8M7mZ/wZT3aOxbJMSiHqV9zW5nCgTvHoGY/vn3X58u7iFuXzWcOv+g3nZiz3dOi8BXp5rxfxK+7vduiIKKr8II4VMJq2dFeLJ0bOQP+cZXDeMpYWdQhI4fR2QoqiT26rTF68ETjcKDyY3hnL7nXItufzx6nwnQbz5nulEPbBvCthek9ckJtjoZtyc7Nif50m6FOEHHh+yOP4hPiWyHMlQ8VYSOVFN/Gk5dS04fZWzXRW4gQy+RHc4u5b74xkAv3lXh8tefFZR0RxZb0Yr1WSwQRSdB6b8Bich84IjGfgJ30eGQMH6i7lwSyHsZbJjBRpay061zQ57KyRLsr7CcNomg0dIRVD2oOTU7IpODvjcXfH2tfCTFaKgH21ktq7FsbyhPaGTSy0DtZpPpiQbua1TXLv8Gx5HbVyURcs7seSdi1Hx83Cufl4n8cjuy8/36gxJMntkxnpCm8UFndXsp6ld0ZUWDVmnmnl52DXJs4Kt7Bp2CpSSmAi7eFLTfBeupbsBY8v765cArkjKi6SJybNEmLjelAf0nx+p+LR0y6PnnapD0kCsPgfyGL5/rjsuu/t1OuS+i52yv38Tod/7vX41QWPuzosb47ahZRivy4QLS3PDHgcGZcF+v5tzqZ6WqyGnTXi03F03LC7Qs4OsECaDFbwlWU8kei2VcHNLQ7zriQlJ9KW7VHNoYal/jIzWVGr/KfjLne1OxxqVAvuvtl8u+r8rOGVEUNdQBQWo/kR1PVNSz9TS36XP5wUy3gQV9H1WLonXZG9Hp0QD5Cuas2DOzRvjXq8MWo5O23ZX2sIOUtN8sZSlh+eE5fl//4KH1UlSK01AcVV9ZojCYNPSRJzqcLhclBoAHpWFFsRP9y0yjjQWkssIOqdcjpGExn5rho3cXO+Larorlb8ZkASvTurZYHfDPJwAVMZcXY+Mi65PjuiEkz5ctzy6oi57BFdYWQ4nd24sRXI8RtOWl6LG3pnpJirD8K2wDy5UO1CjMUW/rCwVaSUwPBUkpzVHG6L8It+y7dOuXys01liq14KAUdxQ7PmyX5DIg1NGyD51+rSbmomK+nCYs0tP4v4WbcXyWIU5I+TWXi8T4qfsE92Vjkj9usFNcC+WsnF2YjZ9XrgKMWeGs3746Yii/YC4kn5HBNpS2ekvFZ04RjM58S6vxRGUzL+qQ8pOvJS4eWTtMKi94uLhtYqUebUh1b+7rqgpDGfnDIriqFyMZkxnJ6yvBKXvJ6bWzRHxg0X5ix3tCvu6vCxPWb4SZ/Hk/2GOdcQ88v7bw6Js6618IkuB38Zp5u1lh/1eUxmJdjyzTHhptzbuTGFyljKMp2Va6E+qAhq6ewNz1sag/D8kLze8vwmEH+giUz5UuqZrCXs2zj/m2LQSvG5nQ6P9Xr88qLHA9vlva016r1c9M9Z3hkz7M93zwoF8ETG5dW4GB9ezpiu8NyxlKUntr7fMZkRy4CJjMjA055ctzM5If9e3ajZVSMF3m9PaXwrrrIt/KFgq0gpAb+bpq42THujj0jA8NSAx2PnPB7uETv1crEzplEYjk8a7izTWMlaMecq8BhyRlJ63xwzhBx4ZJdvYVdbyA/xKbFCf3lEFDbLreErRVNYsSOqGEtZbmjRvDhkFsYSANc1a25qlpZKueZSm4n9dYp3EpJHs5zfUQoX5sTm/p2EOGKWM4UYzneVdpQgxhZwIJ8v9PEuTWNIMZK0vDAkpOzC2GAoKcXmzhh8stu36thGVDea54aE67HcDbcY0p5lcM5yckriENKeLM5d1YqPdUqB+W7C0LRoEdwe1TzcA4+e8dgZk/HUuWlL/5youj7e5SvLsHA6a/jVBY/+uUuBi88OerwxavCsXVeg3XJ885T4ABVDIi8V/u2wYTpj6anRbKsWzxjXWGayFkfBSLI0qdNaUa+Ve9wvB36tuLNN8+gZj74Z+XBjqZXS5I3CvjrFjthKb6e7Ox3Ozrg8O+jx2cuQnlf7ZZQ2nKyscLBWXHnfGJVOCUDEJ0VJwBFC7s1RxYG6pYaLHhrXXZ/wYQu/e2wVKSXQ3RglHo9jbQM7Ypqv7VF896zLE+c9/ma/KptIFgso2qrUEhZ9KTwzKC3XW1o0N7VoftDrcXHO0hCEz+zwLSlAlFIU3srOmOLlEdm1X26R4lnLeNrSFpFd1c6YXkgZ/s8nXEaSlqCzubvJxSioeNqqitvLt0cUQQ1npg17852Nchw6z8+ahe92LCUqn9YyTIYTaflzT5njpZ0xzYvDcpM9Mu7x9piEOX60U9OTX/AuzErw4kM7ivf0rZUdY7VPclYK46FnByU12FjhpSilmMpYfnnRo8onHZtzM8Ip8muJPTg/C3e2KW5uvXQrqAmIRHQxCud5R0RxS6vDvzuSw1rhcJQad4wkLW+Mepyakoye21ovmbd9pF1jLLw1ZriqwSyk864XD2x3iPqlqzaZsaQ9S9qVAl8r8KxiZN7y/oTl/QkPhYxO5nKXOlrxJLw07HFTi16VL3N62pLy5Hh+GOiISC7Ve+PyLiczG2EPWBx+rRachxcj6hdr+xeGDWem1zdSLaC1SjFU5r3QM5bjk5Y3xzxGU9LJvTV/DpVj6qeCYapyU6TcWsIbSebZwoeCrSKlBEIhuQPncjkCgQAhnxiFfee05Kd8tIyQwALaIoojCUPWs2WRGg81aGZzlheGDX2zhpGkzIe/sGvtw1a4sRZT5FQCay3PDooB3L35RaUhpBbmyPtrxfDszVGPG1o251RKu5Yj42ZBVqyUEufXJs3BIo93lGJfneLYhOWeDkvYp3hxWMzU/nyPb1UlRsF/ZDwDt7RomssYyU1mLE8PeDSFWBjdlEJLlaIxBK+MyLz/2ibN7W1Lk2Eznl1S/GY9SzxlFyzwL8xZvn/W4/5uhysbNMNJIWVb4Df9QnTeEfURDQg3RiGFgkU6TQfqNB0RxdtjhvOzhv11S8/h5rDY/C9GXVCULyP53a9Fipz+eRn33d2x8jrIGfl+joxLcbK/TnF60gqXI1/UKqW4vU1zctLwzIDhq3vWN7YqYN+ikdta3R3XSNTB+VnLVNYS8yvqgoqwYzk6YXhpxNA3a/lY56Vxx2IcGRe5+0ZZxpeCUkJoP1hneXHI4+g4HG60a6qPNgM3NGuOTxqevOjRtX/93j+tVSpPaLarcvzSrjhGvz0muUONIbivy+FAvSrb9wdgd1OE+NAUp8eSHGrbIs/+oWGrSCkDPp8Pz7vULmyvUuyKSVv82qby57O7Y4q3x2Bg3i7smtdCU1jx0HaHZwY83kpY6oNwS2vpnUDhmncvs0g5MSmOpdc1aXYte7/GWqayQtR9dsiyv94upApvJN5JGF4cNhyok13TuwkP1wofYzVc2+RwZNzlzTHDlfWa1+KGK+rVEvnucuyISmeis1qVtEUv4JUROSc+s8NX0agr7MCEgQe3Oyssx1OuKKaurIfH+1yG5u2COuzfXCmjiW3ViqYQvBr36IlJ+OO5GYtSsrf+9HbNcFKKu21RxSO7i1/moylLyGFJt80zQgQuRh5uDisuzArn4+NdDs1hxfgaUvifX5DuyQ3NmltapRA7ETN0LSvogo6okSwfXkfOp4WE2llkzdpVK5LcZwc9vnnK5Yp66SIWuFZzOUvfjPgAbbR78mxOFDXXN6804FNKsSOmODNtiKctP+x1+bOe8kZtGwVHK+7fJknvEqDqrOuYFZ5R7BY1mSfuvp8n7m6PKj7ZrNlRYchpAR0RzXEVJTo7jdcSWZDrb+EPA1tFShkIBoOk0+mFkCulFPd2Ofzn4y7PDHj8WY9T1s3qErdk5c/SrniOJNJy4UZ8QsQMOtLqrAnAQ9s1zWW41c7mLHUByd3YFlXrKh7Ozxp+cdGjNayKqi9GkpbhJOypUZyetnzvjMtDO9b2lVgP9tUKh+PVuGFvreLJfvFzuGqNgLLmsJivvRE3jCaFZ3Bb29o304xRzLlLc29KYSwtO8JSjqmLYa1lKAlXN6mFAsVaS9o1+BzZpQY0fDAhnY+aANzRJjk5hRa8Uoq7Oxx+dM7jH0+6C/yRjAdNIXis11A4xSyaYspLz1hOT1n2LesEvDRiGE7aBVn5Ytzc4nB2WlRlf7nPR5VPrUqSPj9jODVlubNNc/MikupqOTD7NigfZqNwqEGzp0bxzKAUWienXB7aLhLqvhk5NvvKIEpXilOTUpQfnzT81T4fnmVJsdI7bXgnYemullHjt0653NyqubF5Y9KKy0FrleK2NrkuG0NmyfEtF4Xz5o1RQ7VPXH5HUsKpG0kJ+b8ge7/ce4pSip1N1WQT07w1OMeNXZtE5tnCpmCrSCkDVjnklhGvagKKu9o1Tw/KTaWYz8ByhHzS3i/mqzCVhacGhBCrELb6SyMGv5IL98HtTlkFCsD5GctkFmZychNbzU9lNSRzlh+f86gLwhd2FS/ATk5J+ut93Q7XpSw/Pe/xg16XW1o1V9ZrXAuDc3bBvl+Y9yLLrQT1IbHlfydhODUlJnEPbndK7oY+0uFwesrl7IzllpbStvyTGdnTlYqxX4yITwrCSnBxTtQlYyn48TmX6ax4jAQ0zOVtZRtDcEuLZDb1zso5s3wB2hHTfGk3fOe0x3DSLiitREkmqbq1wdULVEcr/qdDPuyytz+XE47RFUX8YVqqFF/Y5fC9sx7/5YTL1Y2a21qLq3JcKwXf9c2/X8VHJQj7FJ/a5mO6TboWPznv8bkesRLw641R6S3HtU0aAzw7aPj5BY+UKzYAhe+4J6b4y70+GsOy2XnyoscrI4Z3xgxXNWhuadFljWDOTkuXYl/t+roTt7RoxtMyim6pUhWJCEDOjYCWsediOAq6IvDpHb4N7czurPXz3FQjzekx+qaC7ChlgrOF3xtsFSll4PiEi0XRvCxC4rpmh7G06PLbqtQCUXM11AQU967CYWkKwdf3+WjM7xpSruXZvG9FzlKR4VXfrLTU7+10+O4Zl19c8PjKnvIP9fPDHjkDD+3wFXVIBeidMTSF5UbeHVVc22x5YcjwZL8oi6J+Ua78zQEJSXslLjP8r++vPGDwznYJuEu68Nme8kzKagKK65oVH0yI90UpnJ2W1XpbtPz3lnIhXMZ7mctZ+uekU9Y/Z/FrIaZW++R91gYsZ6ehIQh3dzj0xGThqA4Yzsx49M3aJbb8BbRVKcKOFLQ1Afj6fl9F54lWakVSXU9McXTCcmLScLB+5bnaVa356h5ZRF8ZkTFcMUOuXTW6Ijv+32fUBBRf3OXju2ddHuuVceNdeffmjCcdqa5qtSZJPe1Znuhz2VmjuW4NFZZSimsaNW/EDccn5bhbLh0mpdSCcZ/jiJ/LDfOGN0bFjfrklOH+bqdkbtUbo4aUa9lftz7DFaUU93U7jKXk/vL1/WrVe8VizOUsp6ckpqMQ9RB2YHeNdBZfHvFIumzK6Pjmrggvnk1TPxon7G+nNfL7E8mwhdWxVaSUgWrHkFbFV7qPdjqMpjxeHPbYXbP+hF9HKxoX7cxCjjjVRnzSxn9xyOPhnaUPV9q1xFNwa6uiOax4ZJevInOy3wx4vD9uualZr+nF8Od7fGQWNZcKFuGf36l5Y9QykRbezQ/PeYynZSx0T2d5Y7HlCDliVNcQoqzgtwLuaHMYTno8NyRKn7VuokcnDNuj5d1ojZHx01DSUheE/3gsh18LubSlSsLfsp5wSWAAf2gAACAASURBVOIpw7l8okLEJ+OOww2KlmVdsSf7PT6YMHQvmrt3VAlZdSK9tN3x3KBHU1hR7RMeSksVPLJraRZUKj8+TLpizvXA9vIu9ZADfgXHJiwH64s/pq1K83CPIuluvq397wsifilUvnXKJe2KozCIO/AvLnp8tsdZtUiZSFsePeNS5ZOC/bqVeXlL4NOKtgj0z8INTWu7+AK0RcR47/p5iUT43lmPG5ol3LNYlyTtWYbm7ZrBoeXAv4if8tvhpflCIATwlGuZzgoP79yMXVA31gXh+mZJFm+PXLpvjiSlO7MR9gnLEXIUN22v5/0LccZHR3Ba2mgqszu9hd8dtoqUEsgZS50vR2ND8TmmXyv+bIezZjjcevDGqOH8rNjap1x4JW6YzdqSkruCdLQzIo8rpkxYC46SnJ872te+eIOOWlL8dFcr3k3AbFbxhZ2a10cNzw+ZhfHMalyEtXAkYZjMWA43KCYycLDCG4pPSzfpmydFMv75ncWLpGROEmCbyuCWpF3LD3o9hlOFvwuxL2tESXN6+lJBobnkrnlLi+bWVr3qmGpfrXx/L49cGh06WvE3B5budDOeGPe9PiqOrVU++MKupV4qnrV894zLWF4e3VqlSuakWGt5aUT8VnJWzvu14huWH/8/BUT9iq/tyTswXzTM52AsJe2AobnVJbmxgHS7xGixvPFgzAeOhkRG016mIKU9ovnr/YrnBqWz0hAqZH8txdtjBtfCFWvwuspFa5WMY99NyLiptUqRckXVdXxSjPRm8sTv1rDitlbN3lpNY6g4SXp3jUicz89aDm9CARwLaq7Z0cw75+Lo+BCxzlaC/q1l8PcZW0enCKy1vD+aYnZmDsfmaNQZ4jk/q5kjlqPVrwQzWVkwemKK65o08ZQUKYPzln0lXqvQ0VhvlPtqu69S6IkpqrRhNDHFe6aW54fEf+Iv9/nWTegbTYu66LVR+buicm+I5rDi490Ov7ro8Xp8JclvKmN5rNdFA3tKmL9Za3my32MwCbe2KLqims6IWtLBSHuWZA4CzqXd9rdPe5yYMmuqhrZFNXtrDe+OGa5uXJ1DE3QUX9vr8PMLLhfzpmjLlUWnp0Qh9OltDrtqhHBbOKarFR7GSpHVVqWYzwlP5q0xw/Wr5PX8qSIa0Hx1j+KxXpeXRgyBPGfswtzqxYdPy1jOr2EiLQVgKQntR7t8XJh3Fxb/cuHXins7Rd318rDHwTq1YgR4JCH3lstVBc3nZCyYSAuR+LGzLhG/8Os8K8XZXBY+16Npj6zdySygISQ+KMNJw2E2p8tR5Xe4ansLifEJevuHiTa20hXbxJyBLVwWtnpdRfBa/xy+mThpq5l1Yjw138b5OY1dzjLcJLwxanANfKxTCHN1Qelw9JdhfjSWFjVL7RoS3bWwXglo0FHcVDNHj3+GM6OzaCz3dZVWHBS8RqYzZsX3e2+nw9f2ONzaqmkJw7vjogKoFFfVK/bWil9KvODzYS19M4b/csJlLicE4a5leUP9c2KvDyK5fn3UcGLKcqhBcXu7j+3RlWZfIUfUPtV+aWFrpWgIFld0Lcdd7dKRe6p/KUnbWsvJyaXfz0RGoZQQaJfj7TFRTOyrUwScS+OjwTkZBQwnV74ZR4vc/eoGxUhKdv6vjxoyRexbkznLuZnKj8MfC4KOeJYAdEXhq7sVX969djEX9olhnGthYI2CpgCVj3gYTkpacCVQSkj9MznhDsWTlv45OV6jKTECXG4pUAkK/jd/f8zl6UHhthxqUOyMiZz9qgbNZ3c4TGfhxhbNzhqnrAKl8N4bgoqx1LrfXlmIBR2aGxuI54IMj8RJ5eT6Srl/uuf17yu2OinLcCSeIpZJkAg0c093ldzg+8UZtDbApu8sCwZGV9ZfIuIFHfHC6Jsp3UmIJy1N4fVzY9YLYy1VJo31BTkUTXHInaY6V8Nkqoa6NWIA5nPiiXB8Uhbpq5a1p9simraIWMb/9ILHuRlLe6Sy96aU4r4uh4tzYul9U4vmmUGPRBqifvjiLt+KoLOMJ2OdHTFJiP3hOZfxtIx2ls/ey4G1q3cxCqgLKm5t1by0LNJgYN7yk/MeNQHx6PGsyL/vbFt5nMfTEgBZIHYW8Hrc47fDkr00l1v9e2qPaA7WWQ7UKX5wzvDCkEdNQJyVt0clyfnHfR5KVRYL8ceG+pDmqgbLBxOGW1tLq82ubVK8MGQJa/jlBY9/cUCVJIAXJOdpl5LBjcuxLaq5vsny5pjhvXFDxAd/c0BxYVYW4XJyphYjZ8QfZ3AeXot7TGbgUIPi+manKHfNNTLqOTtjuK2tMj+ZrmrFa/HyTS/Xi+qAZm9HA6MjQwxe7EOhUI6PlqYGIpEKbzJb2DRsFSmL0DedQ8/EGdZ1fKRQoCDhZzM5sWOfzsLdHRtv4lTAREbSO3cvu4l0RhS9M2JRv1Zy6FUN+nfCFch5hnnXEozE2NsSYz6VITExSf/EIFUNrRxoKE481kihYNdIdp3NWp4c8GgIlR/+thwhn1h6PzNoGJr3iAbgY52a/XXF29ATaUvWQMaFR0+7pD341P/P3nsFSXadd56/c+5N78qbLNdV1dUGjvCWcARIkCAJiiBEgk6UhhqNZib2YSM2dmNfdjc29mV2d2J3IzSSRiNRIiVSFEGApEgQIEgCIEAYAg2PRvuqLpfl01Slq8x7z9mHk1Vd1V0my3Y3Uf+IjgCy0ue993zn+/6my+JwrdhwVH1HWHI05TJeMOOUtXBDo+TKOrksN6U9JHioy+KDlPEwcZQZJc0uKTbyZc2pjObtGWP1PpZX/PSsKXTen1EIYUZQX++zqF0hrHABQY9YJNl2BBVHU3qxmyIw5N+sY8ZMH3bc1Cg5lVb80ymHz3dLeqKrn3gHayzemHSYnodPxOWKtvPnoye6YEGv+UjDxq8397ZJMiXFcBa+ut/CI8Vi7tZK+wZHaSYLmsmCKXYzJfNvtmyUbBGPIfM3+OHR/daadgK2NAZ9PxowRPxrN/D+mwNG0ZSaZ1HJtFOIhy1+SyupgssjPQK3VGJmZobhqTSRWA1NseCG3G33sP3YK1KWYHAyg1B+7u6NLVuIhDCt8GdHFUemzAz2wU5rVYv17cD5p/819ZJXJxVnZhX1/tUvhivl2ew0lFKcTiSpt8t4fGbOFAr4sJqb6B9IEUknOOXW09e0nHxccDRPDLhkHfiTg9YFipcFnMyYhN6vH7A3ZJx2Pq5tkLw5tSBlvrB7shSzJU3UY0ZsUa9x1p0racT5mt0qcKhG8IthOJXRtK5z0bWl4LypE0IIrqgTXLHkt/1hv8PxtOZjccULY5o3p43/StCCqAfOZAyB1ieNhL0tBENZOJbW3N6y/nueLBjTORe4slZwXYOkf1ZzKm0syvtnNT1RfQF3Rml9gQHZeii5urIgXV6LQZ3fjHn+/oTLr0YU+2Nc0MFaQNAW5Bw4XCOqCoIEE94YsmE4p/jIJpQ4UggO11qczLjMOVCDCfWr95nxntaasbxR3ZydM/+9MN2zKyPjhcyx07OGqP1vDtk0rkJ6PR8HYmbUeTKjNqQkWjgvj0y5dIYltjTj7p7ohfya7cC+qKB/TuL32ISCXlQ0yMtDs7gzU8zO+dnXGCOtfDQEBLbYPVfkPRjsFSkVFB1FvczjhOpXvMDa0rT5m4OCX424/P1xhwe7rKpCtpTWnJk1Xgrr2adn5s3ieP4cOuQR/McrV0/E3S6sN5I4H/l8nomJSer8Pupa2/F5zrVD/Lbk7v11nBiTeApplAoh5bnv650Zs+Dd0SJXLVAAkhWzs/pN8mwW4JGCgmu4GqsVKFprkvOGqKyA/3Cl8WV5ctDlN2OK/jnNF3utDS3CfttIiacL28dpuqZOcjrj8ni/y9msKYRubbZoDpy7iDrKLDz/fMpFacFHWwS3Nq9/vObKmm8dN1vukG2M++5sFdwVNzlDr04oXhxXnDrq0BczhnGzZY1SMF7QlFz4o4PVuQ9rbYzSRvLwYKe1LYqT3UK2rPnpoKKkIOI1XLIzGVNQXNew3NZ+smACCdcqjM+H4aMJMqXNv8eOsCHtPnbGJeQxY5p4EH4y4DCYNao2MMqbGxpNplNzQBDzLl+M//KoIh4SG3J/FULQFhacTGtcravuQDb4wZbwXlLzXvIcP8sS8JU+a8shlOdjQUafmjeZWVJKPrqvhsHZMMHyLBNT05RLJWawSeoAt/XU47H2COW7hb0ipQKfJQhJl/ratb+Sj9RLOkKCn5x1eLzf5YZG40ewtMKfq7RJY15BxCuYLMDj/S73xiWuNrK91eb576dMe/WDlKI3tnxXtpMFyuuTLi9PKAqOMQbzShACbm+xLrD/XiBwKqUYm0lTU1tDfU3Nis8rhaCvKcLwcJqzsw7Ssikr43j5zowpyO5YI4+o4BiSZlNga8FzC2gOCE5n9DJJ7u8mXMbzmqYAvDGtyZbNaOOhfRahSl/+c/ssumaMWd2PB0xmSbVkQICGgGAst7asdyNYyCEazBpi8INdFx63thR0hAUfazNBkYdqq+MqlZQZaR6ZVMS8MJaHp4eNF4hHCm5rsbiiTvLGlOJE2qRHm+RhM5rKOaYgW29B+7tjZaaLZkHySAhYu0NM3w68Pa34zZiLo+DhbosDNZL3ZlQl80fxyrhRad3cZMavz426+Cy4sXFjC2ytjwuO140g7BF87YDN65MuJzMaW0AibzqF3RFzHeqOijWdlrXWVRG/V8LBmOTdGZf3k3pFOfRKEELQFhTkHc1numw0C9cBTd0OyJJrvMYf6LfjLp/vFotk/66oDdQRrallIu+SmStTW0ozMDJOY3PrmmPTPWwf9oqUCoQQBAMBRHkeAmtv2ev85sR/PmESOkeyioe6LKaK8Jsxs1tZwIGYMfYCeC5hzvSr61YuUqYLpuPSFoJjaXAHXB7u2fpP5CijTGn0i1UJcw1+wcGYJGibHUVZm67OjwdcrmswIXG1PsHRqXn8uXFwncXHptxa6td4fdu28YciZKZHeSHfSNI13+/5Bm+zJX3BCO3pYfN9fqJ9ey4I1zZIfnLW5e1ptdh2LzpwIq05ljbE2DtbJF2R5Q6iQgiua7BwFTybUPzjSYdHeqofP3WFBSfSJpRxIRzR1ZoTaU1vVGxYpn1m9tyCfvU6EtUbmyyub5RVD6pqfSYz5f2k6XR9vMNIuJ8cdPncPqM4i3lNftBK6cdAVUq4xoAxLZsraZJF+MlZxZf2i23fKW8nHGUcpn87rogHBQ92nSOOXl0vubpeMpw17q8vT5j07faQqCQqV2dZvxQ9Ucl7SRN90Bba3AJdVjBRgLwD+6NwZ6u1oaL/RFpTcKBzg5EWYEY0rUHB7yZcPrIBKXVrUPDalCbmo9J9FnSv5gGxRYzkNEUXzs7BP5xw+PL+5WnpPkvQGbHpjNhkSz7eHhjHmZgg2t6EtddR2XHsFSlL4PP5KJWq6616KkZh+yJmFPCPp1yKrpkj39cmqfMJRnNGubKAJj98vsei1rfyyVrrN/P/+9skZ7OrE0mXYq2o8wVYAo6nFEc19MZWJn52R+UFF4Gy0vx6xBh8vTejuKMZ6pw00uOnobWBuVyBWNBDyL/+HKahvo60Y3G3Z5ZIQwu1vuXurtNFbUZondYiryY1byzHb22SK0ptN4O+mKAzLHhmxEgzXYwLaK3PkEE7I2tfdG5sMiO/x/tdvnXc4ePtRpG03gW/Nya5H9OhWsBk3mQefbLD2hCxcHDO5beVzJOHuuQF0umVIIUxdJsuGPXYTU3rp3dHPTA0B1fXQsGRPJ9QNK/gNbMSqlkAH1rigjtX0nzvtMNjZ1y+1GtUXZtFtmwKiWvq5bYHXr6XNAXK4RpToKw09usIm99kLK/4Ub/L8YpsvVouylLsiwgkcCZjNi8bxftJxc8HXQK28c05XLvxjuQLY6YLVE1y+/kQQnB1neCZEUPKrfb32B8TvDoJT551QUBvVPKRKs6zjcJVJs6jM2yM5h7rd3lqyOUPVzF+DHslhzuaGJmYYmRkBBWqo7thL7BwJ3HpblkuAsrYTGZLOKr6tnNfTPLNwzZ1PkM2e6jL4qYmk5Z6V9ziv7vK4lDM3He6CON5VvSeALCEUVYEPEZ1st7i4yizsL807i7jsEzkNa+Mu7iV24QQfLTVIjlvdkXVwiMFn+y0+I9X2rSFBO9OzmOV89TW1RHxWcTrwlUVKAAeS9LXFMGr5mn0c8Go5M0phQA6wqbDsGCc5pFG8bJdsKXgUx2SkA3vJDWnM5rDtYIv7rfXLVAW0BE2v3lbSPDUsMvfn3A4k1m7Hx7zCm5stAgtUe20BAVRLxv2HHljSlPng890SQ6vkK+zGn47bjpAb04r3p5WDGXVsuPm/O5H3jG+Hi+OK25pkjQFlndwthMRr+BLvTZeCT/od5naAn8nVzZGdAuhkduJa+olj+63+Fy3vS4vqTUoeaTXjCuqUfOshIBt4jL6Z/UFv4+jLvRQ0VqTrZis/bDf4WeDLu1hwZ8etrmibnNGjUFb0ODfXJo6mLRoAYvy52oQDxmS6qlZzURB8/SwibfYbq+qubLxBLqyTtIZkdwblwzMmSJ3NdQHba7Z10KothE1l2RqJklxz19lx7DXSanA1ZpjkzlSjhed1ly5Qgrsaoh4BA/ts/nWcYdXJhSf3XfuiuSxJA/uk9zQpPnXQWPPDvDNQ/aqMffnQ2uNs4JiQmPaoi+OKc5kNPe3G2fHE2nTal5KkuyueFy8Mu5yqGZjPioRr+DR/Ravns5S8MaoCWzOndG2bTw+P4mRYRwFJV+UQ601lFwXXznHDf4CgyMuEdslh5+xbJS72zzrOvoWHdOxEgLuqGKX/+a0ITF+rc9alhuyEUQ8JhH4/aTm1QmXx/pdDtUYHkJnuLodnxCmq7OwAFXzmLLSDGXNiOiqDRQoAO1BeF1DzAOWUHzvFDzcLemLSd6dUbyX1Hyu21pcjBwFCnhlQiNQ3Ndmreqxsh2o8Qm+3GfzjycdHu93Nu1WXKpsMlZ66NGkYmDOhPBtZsG2hPGLqRZNAcG19ZIjU4qycvhYm1XVZ1LaSIGTRcPDOJ7WfPuEg982RNi8Y1xuLWGM4pQ2Xbqcc844MGgbvtdtzReaDm4EtoSSu/79VkPQI/gfr7U39H1LYRxxU/Oaf3+FzTMjxuo/ZMPVdZITGcU1davHTFSLiBf+7WF70R36+kaLwazmpXG1uEFa6foghKAhGiQWiHNscIxTM/P0tTfRGNwb/2w39oqUCgZSJVrtPEfn2yin1IalvAtOi0emFE0Bl1ualx+szUHBvzlkMzxnzLaq9TKZdxT/csalNST5eLvFr0dcemOCfRGjHvhct83+pOJXIy7fOenSGlT45AXhtngtwyH4+ZDLmVlNX2xjJ/dUQRMTBWqiq6TOVYm21hZKpRJDcw6RYoqzZ9OUtaRDCqzaCAGfh5DXQqdn+URkgtZgM1qvvgN0leb7p40HSXtIcMc68lpXmeC93qigvYoxyVqQQnBNveCKWlMovj2jOJ526YkK7m+zLuCr/O2xMr1Ryb1LeBzNAZPUPFemqrTmt6YVRdfs6PWSTlk1mC0Lyho+u88ikVP4LUNKfmFMIQV4K/btC+irkUyOK5oDRu1UdGVVRnZbIQfX+ky67hP95zgwG12IBubM97KSJ83pjGI4p5clC+80PtEh8Vvw6qTidMbhEx0W+6NQdCvFoIZEzoT+pUua2ZJRmC0lqy6obcoKMiVDgL21SVLWmrGcZqpgComr64zjcTxkuCDb4ecU8cCZLSrTNnM8NAYEM/PmWPpEu2SupHkuoRa5fVGPoHeD17HzYQlxQYr3pzosfuy6/HpUGT7cGse8x+Mh3BgnOT5NdnqM+vb4MgXjHraOvSJlAcU50iJMd8ziWFpTdPSGSW4fa5Ok582J1Ba6cBG0hGBfVLBvAwSwN6aNX8VYXuEVitenIOyR7FsyBr2yTtIbFRxNGf7IWN5IR389qri+QS4ulr1R4/KRyGn6Yhv6aBxJ5OgTmqYtxpsLIfD5fPT5fEAIx3EYz5aJBTxEfOcOx+5ggGQqzczEGGOBeq5sXflLe3tGMV7QVYUYukrxreMuOedcAON2wJaCe9ssbm8xQWsvjSv+tsKvWSqplcL4VCzFgiR1JdLw+VDa7PBag4KOEPzf7zhc12Ai7sMeQcg2reuyMpLXogu9EfBYxsHzzSmzO3xiwKhSygoGMpBz4aEuQW9seUFwZ6tFydVcWSsZL0BX2KRxX1UnVyUMv580MtyH9m2uUwFmhHpnq+aFMdMRvLO1+mMuV9YcmVT0xcSy0RqYxf142hiL7aYjsxSCe9osOiPw1JDiRwPuojHaUix6k3gE7WFBPGhStUP2hePRBRxLKd6YMm2Or/VZWy68V0JTQPBe8pxicbdgiUo3r6Js+oNui5NpTc7RxEM7R7D22ybx+pcjxmn8itq1NzQ9MZu2UBOzqRkSiQTx+F6hsp3YK1IwOz+fW+Dq1gYy2uLdpMOzCZcHOzf29Ugh+EyXxT+ccPjBmXOqmPMvlkuRK5uTP77KCdcZFvREBCM5zauT0BGCG5suvK/fFtzQaHF9gyRZ1LxYSbR9c9q0Re9pM+/DZ5mFrFqkCg6TyQx9chZ/KIa1zSefbdu016z8PdfV1iA9XpLTUxw9m6M2FkV4/LSGzaKVnjdBjO0hwaF1wgEdpfnliFr87M8nFLaEGzZBZlwNPst4lVxdJ3lpXF1AEuyJSl6bMFknC4vOwoi9mjXzzKxm3jVclhNpY7z17ozmSGWRClqQP++3jS5Joa31wuFa454sBZxIabQwO/kj05AqKXqictkY8r5289u0hEwh9daMy9szis90WRco1ByleXbUpc4nUHrlcUu1uL3FYqJgCo6r6+QypdVaeH3S+JbcvUJh80LCfDm3XITQxBfHXF4eV2iM5DVdMiPY/RUie1PA/K4bLZ7aw+b+tzfLHSlQ4FxHarqwu0VKW0hwZIpFZZMtjanhbuHuVmP+eCqjaV8nidpnSxoaGpiamiKRSNDS0oJt7y2v24G9b7GCUqmE1+ejRQpuapK8Nqm4okaxb4OqkoUq/LmEy2uTRqLcERZ0RQTtIYGrDZ9hYSf60rgpJLrCinvbLGxh3EQ/3m7It+1hyRf3S45MlDkybSS0a5kiCSGoDwj+oFuSLWt+O6Z4d0Zxdk7x2X0WJVU9iW90tkR2Zhy/10tTawt+v3/X3RZrwkGiwQ6OjaUpZqZRrsOzk43cvS/CU0MuSpsgwrXe13BW8eSgS7oENzcZ74qnh12eTygO1iy3oN8OhDwr5/t0RwSvTphO1kKbOlkhd1Zz8a+p3KfWBy+OKbzSEI2vrLV4Z8ZlMAt3tgrsyjz/5QlFIqe5s9V8xkM1y6XOD3aa8dfTw8ZDYyhruheHaoz8uuAYpdpCdyXqFXytz+aJAVOE3xPX3LpkrNk/a8zBPtu1Plcg7+g1vTnAFBpn5xx+cMbhjw7Y63Y2S67mjWnz/hvOKxALjuZoSnNTY/UFz3ah4JgO2P6Y4I5mQ0D+v95xaQ2KLRfJC2qxnYzCeHPajFfWiODaESxwfwbnNqds2iq8lsBrwXyVmzohBI2NjSSTSUZHR2loaNjLANoG7BUpwHsTebT2Li50H22RnMkofjbk8vUDYsO7hxqf4PPdNjNFzRtTRkXxfOJcm/+WpnO8hLvjkojHqBG+e8rh6jpBunShRXjIa5EuuTRswEAo7DHqnCvqBD8bdPnuKbOot1RB2M2XFWPJWULSQ0dr00VtX0opubKtjnknxrHpeZrnJvjFGcFg1s9drXJNO/VETvEvp01Wz5d6rUUp8+f2WWTm2fYCZS20Bk0n62jFqA9gpmja/KEqzsQGP/gk/CZhlFBf7LUWvSvq/IJ/OOHgKMEdcXNsTRQ0g3OGq9O1iseFJQWf7rJ5UBtezAtjLmcymoKr8UrDfWlZYuVf7xf8yUGbnw+ZIm+maAqVer/p9lkCOtchlr42acIO//wKe80uY51f8EiPxT+fcvn1qMunVzCsWwohzEhtpWdcuK0aWf9244OUWeTvbLEWj9UGv0siv3WlikeaQmWmuDOqq7G84oOUee5EXhNfp6OwnbArh+zFtPiLeWGuXP07EEJQX19PIBBgcnISpRSRyJ5EeSvYK1KAGssh6/Estlq9liGkfvekw48HXL52wNpwqByYC7rZUVvMlTWTeY0lz+2IwYwIbmuxuLpe8k8nHd6eMSfEcNZIYxewoHDbTAu9Myz544OCfz7lUFYQWuNCrbRmLJWnOJei1p0n7Wu8ZOarPtvi2pYgA1Yj+zLTlIO13NK0+gXgrWmX1yfNWOer+y3CS0xKPNJIO3cTXktwRa1xJi0rjUeaosXVVDUecbS5cNd64IEOa5mXSEvQECVHc+cuqNc1GFfYp4ZcvnlYrCmZFcLIoT9TKQTKSq+aU2JLM9Z0lFuxLne4sVEymVcV59m1P0hXWPKsUpyZ1RekXp+PjrDk5mYjCY163TX5KR557vtdmiIN50acm1ELbQVaa96dUTT4l2889kUMf8lVeksKFSnM7z4zv/59N4M3pxQ+C77ca9G0y9lK5cpvtkZU2Y6j3ic4m924U3QwGKS1tZWxsTG01kSjO+RE9yHApbH6XGQUi/N4vMulFU0B04UYy2t+t4ZmvlpEPILemGRfZOV2c9hj5JcRGyxgprj8NTsqs+cP0ub2fFnzvVMOk1Wy7oO24Cv7zbjn16Mu5VW8YE4l5ymmJ/CHwsTbO7ih/dI7ubobw0Tr6rnSk2Qqk1/2N601ubLmzSmXXwyb0L2iC8+PmQVhuzE4pziWqv74OFwjcLRR6YAxrKutBL6tBa2N903OgXvbrBXNzv6wx+Khfeeu6B4peLDTIuewpu/ISFYtuiIvfexaF2UpBA/32Pz5FTYHa4TpGObMd/32tOHdrIaGipqi2h3qXa2SlX7X9AAAIABJREFUK2sFL40rXhlfu/d+a7NECvjZ4PL75SvvJ7DL27J3ZjQTBbj5PB7MQnG6HdNTIWAV66UtQWnNwKxmX0TQEtq55PfVsMCv2swGcbvQHTXGnPObWAJ8Ph/xeJxUKkU6nd7+N/chwV4nBYh6FOHwhfrPQzWC4zWC344btc5qLfOt4KVxl2MpxVzZ7KTDNmTKZg770dZz96vxGZLdkUmj2DmaNJkpG3lHAY/kwU74Yb/LT8+6PLTPWuafoLVmarZAk/QSr49d0mmf7XURikEPY2NjOBE/wrJ4dcLwbxYC2TrDgi/1Sl6Z0Lw2qfhkx/a/j9cmFbMlva6yaAEdYeOz8fK4IjNveBz7q5BRPp8wPiad4dWPw+AKo5OuiOTfXSFWHWsNzRmJ+7UNRuK+USyMNnNlzQcpl99NGI7L08NGulrjhZagpN5vPrfPOte+91Z58Eoh+HSXBZiQx4AtVk3VjXkF1zYIXpvUzJYU0cqLDGXNq263A+1aSBY1vxpx2RcxrqtLMV3UhD3bI4NuC5kCrhqF2EYwXYSsQ1UhqjuBkYXfzL/OHXcQ19RLrtmAnf/58Hq9xONxEokEtm0TDu/ivOz3BHtFCkZh4jjOBbcLIbi/3WI87/DPp13iQcXdcbmtxUq2bLwhOsMCt5LA6xGa2RK8Melyw5Id2H1tFn97zOG7Jx1my0ZGez5BcCnOb3kD7I9J7mvT/HpU8e0TDl4LesMKTzlHh79Mk8pTX1d3SRcoC/D5fGjbz4lEipdzMWaKgq6w4IZGQxC9olZgScFHW42qZbtj3rU2njcHN+DVIITxUHliwOGNaYXfgvurKA76Z03442YW2fMLlFxZGy8RrXl53Bhk3d68te8m5BF4LUHWMYWz3zIS27my4TUsbazEKxyXjYTFLRQqqXmHZ4ZdZoqKO1qtFVPFSy6ELKN8Wij0N+v4ullorXlq2MWS8OmulYndfmtz/iErPQ8YPs52IpFb3W9mN6C1wiPgO6dcWgImIPP6BrnjSfDbDY/HQ0tLC4lEAo/Hg8+3xTj3Dxn2ihTAsixcd+U2csRjLKXfnTGOh98/bbJFNqr6WQ0PrKACcZTiRwOKZxMmHn2htV/rE3yyXfBcwowIPt+9+uL29rTi6WGXbxy4cDRwU5NFyBa8Nl7iEFNE82Vs20bLCN2ddZeNdE4IQWtTPSeGxmnTcHNn/aohZvVVBgFuBNNFw/zfqF9DQ0DwZ1d4eLzfYTyvqyLv1vlgtmR4JlvBBynF00MupUr7Omyb3fLfHnPpiRoJ8kaNDMF0DV6t5An1xeBQjYVtmULab5mAu7G86R69NqmIeuDVCUXYI9YkPi+FwJwDjtK8PqU5M+vw1b4Lybef7LSZK5V5ZUJxqEYS9sJsRUWVKel1M4u2A+8lNcNZzSc7rBXt5EvuhQ7Sm8VkQROwt58EPpQ1HKO6i7SmeqSgrDU3NQqGsprnEybL6/Pd1rou1JcafD4f9fX1JJNJWltb13/AHhZxeaxGOwwhxJqZEB5ppIJX1clF6/tqi5RkUfPCmMs9cWuxq+EojS0FLyRcGvyCK85bFGwpebBT8O2TDv866PKnh8QiZ+Gqeov3Uy6jOaPGWI0Eu2Dc9ua04tMrLKI9UUGwlGOuYFFfX0dD9PKUygV8Xno7WqkZHyUmbYbnIoRsyJUVHdVYuG4BA5Usku5NBK+ByVhaLw8lV9a8Pqk4NWuSlLdSbL055fKrEVP43t9u5O6JvCI5bzgrJzOabHnjbstDWWNQJoCHu60Vk7ZbgtBSsQy/uUny+pTx8fn2SYcvdFuLaqe1ICrZVmDGVD844/LEgMuj+88F/TnKOLe2hiRnsyarqKSMeipgwZmMkWUfiAmOpTW3t6wt6d8MkkXNr0dc2kOCj6xCDN5OepSrd6ZT5CjDnblYXdXJivLt7rgZS59MK35y1uW/flB9sOelBL/fTyqVuthv47LDXpECpItOVaQwnyW4uk5S2IAZmi3heFpT7zfOmb8dcxnMav5gn8XLE4q7Wle+uoQ8gk+0W/yw3+XnQy6f7jKpnEIIHtpn8a3jDr8acflq38qt5IhXcHOT5HeTis6Qy/6YwGcLZucVyZlpdKmA0Iq+eBy//yIOfbcBEb8Hf1sbI+OTlOdTlAQ4SKY8ndT6jDfNTqg60vOm1b4ZHoDWmtkyK7oPD2UVYzmXiTwcT5v8nL6YsYvfLE6mFc+MKPZFBH+wz1r0HGlYYn6xmfA2rc2CHLDgCz12VUVU0CO4O25xc5Pk+6cdftjv8oUeM4qsFp0RyWe64MdnXf7zOw43NghcBMdS5wz7BLAvKoj5TMH++pTijWkTyvfyuFFL1fnMubZvm0a4eUfzWL+DlCZ+YLVFtCUoeH1KLW5YtoLrGySHa7f0FCsi76zudLsbGJwzhogL38+BGsm/PSx4asjlqWGXI1OmK3y4dm3l2qWCYrG4N+rZBPaKFKDGb1MuV5ec9tENWHSDWcA6wmYX8NEWiUcaefE7M2YXvlZY2f6Y5K6KPbjPUtzXbnZ9IY/gtmbJr0YVY3ljEb0S7o5LRnMuvswQiYzGkR68UoOwiMdb8VjWZTPaWQ8ej4d4PE6yoCiUyqjkGE8OuqRKprXeWzHSWkkVs1loNq/OWHCBXZCWO0pzdk5zPK1IZDXJkvFECdgmRfbOVrnhmAYwHZJXJ1yGKyREAbwy4RIPwIFas4hOF1zGC2KZhX+1EELwB902AZsV+SFrIVAxPvzOSYdnRly6I2JDctxDtZI7isYo7d2kpqwMCfnqOklrUBDysGzzcVuzxJKGlP7quDH3++mg8Zx5pIequjlroehoHjvjMluCL++31vRXagsJfjdp3FQXlHubxU45zfpt0xW6GMg7RhV1T3z5d1PjM2GnR1PmuP75kIvPsji4juP0pYBsNrsnRd4Efj9WqC0iGAwymkgQrKkntAN90/1RwyMZymquqpO8OKZ4N6mwxPqktNtbLAqO2QUmcpqPd0jiQcFV9XJR8RFfZVIjheC+uCA7Ac3tnRTmy4Q9XBTn2N2AzxK0hi1OjOeYcnwUHTgQE/gtk2s0W4btnAaXKoZnm8GCJPjaeskr4y6vTBg7d591zirf0RC14Y1pxRvTatGx2NUaSwiCtjEnC9qmUzCS04Rsk/+SnDdchdS8GQX0RUFj7PQH5ozMXQ47NPkNX0QDV9Zurn2+FY5HwBbc12Y6hsc3mD7uao1HQIPPpP9+qc+ibY0Fe6HI2x8T7I8ZR+aXxl1GsprH+l16o6bb2bIJouhcWfPYGYfpouGKrVc4dIYFHgm/HVM8uv/SHFu0BQWnM5vLMdsqUhUOUeMKnTkhBFfVCa6sFQxnNW1bLPJ2A0opisUiLS3rJKDu4QLsFSmYXbhlWUhnHjzb7/BlPB7gmWGXu+MWNzYJXp3QVcsP72u3aAsJfjHs8o8nXdpC5gSt98PRGcUdLYLwKsVVIlMkJG3CPvPvwwAvZeaUzb3tFgcr/Ii74pKVrrPTRU29b3Nz96K7MXM9pTVDcyYqYcFN8wdnXBxtCKa3NUs6I4KnBl1OZDRX1RoS6EhOczpjiJh+y3iquMpk6YzlzQ5eY4qTqQIU0kb62xwUXNdgOiQLFvSO0hQdxQ/6FZMFGMubcZJfsqvJwEvREzVGck8OupzOGNVOwxpjo2TRJFkfTZmUWgl8vEOuWaCshLBH8ECHkU+/UeHI/MMJhwMxE43RUeXzTeQ1P+x3KLrwSM+FmUYrwW8bXtBTQy4vjasNd2h3A1blY5QU7PZAeMGUcK3xoRBiXXfjSwX5fB6/33/JGGNeTvhwrFrrQAiBx7ZRauumbeej5GqeGDC7ZI1JoAWzGHglDM657Iuu/zMcqpV0RQQfpIzK6JkRcxLX+eAfT7o80iOWBcOBqd7rnSQ6XLfdH+uSRtgjsIXmlQlFvV/Q4F8+s553TRru+0nFcFbz1T5rUy33eEhwZlYvCwxcDa7SPN7vUHBNYQDgEXC41uzqeytBcwC3tUhubGIxdLIjLOhYw15Ba1OkSCF4P6n42aBLY8BwT84vvmwpCHstvnFA8syIy6mMydvxWCYP6O747i+WUgi+2mfzm4TLBymj2vFaptvQHgKfJRnNaYquZrKgmS6axzX64XP7JC8kFM8nFFfVyU1xE0IewV1xi5ubJa9PKo5MKU5mXNpDijta5GKUwkpI5Iziz2fB1/rsqpVKANfUCYbmjA9Tc1BcND+S1ZCeN9eo7fReqRbHUprWoNj1nKWdQjab3cvx2STWXR2FEAeBf1lyUw/wv2it/98l97kH+AkwULnpCa31/y6E8AMvAL7Ka/1Qa/2/Vh7TDXwfqAfeAL6utS5t+RNtElLKVWXIW8Evhl3G8pqHuszcNJHXzBRhMOtyKg1PDmke6FBVkQYDS5KOMyXD6i86mscHXL513GFfRPDxdov+WcXwbJnDnhlCHh8djR+u7IiaaITezCi+0hQ/Phnm070hmoKCVBHemjEOsXnH5HLcE5dr7trXwkIGUnJe07ZGkaK1ZjCrmCiYscT+qCGPnkprDtbIC7gQjYGNLVZCiMUOyFV1ZozxfEJxNKW5apXxiSUFn+q0mTpRZt41I5utTDqVNonUUwXNpzutDY8HJvLGcwZMaOKZWfggpTk7C652cbVRstVVTA0/Ui+p8S7Y+QsGZvWWFTN+S3Bnq8UtTZK3ZxRvTlWM7uo1d8XlBYGICwVK0Iav9tkblsUKYVytZ4rGXPHrBy7caFxMJPL6or2f6aJe1U7gckO5XKZQKNDU1HSx38pliXWLFK31CeBaACGEBYwCP1rhri9qrT9z3m3zwMe01lkhhAf4rRDiKa31q8B/Av4frfX3hRB/DXwT+KstfJYtYadmwne0WByu1YtFyMKu+NoGyXhe8fMhI6P8dCdVSz+FENQsksQF3zwkeG3SpCn/zTFjSndTIIPHJ2lqatyBT3Vpw+Px0N3VgTU9R3tuhsLMLN8biDBaDiCFSSO+pUnSEd4aF6Bcabyt9atprXlyyOX9pCZgmYTgK+tMt0J16B2xGr+lSXIyrXlqyBTdaxFiP9dt863jDlGv4T9tBFprjqU1b02rRWIuwLG04rqG6p5r3tU8N6p4e0bRFIAHey32RSVlpfkgqXhq2HzJtzYJ7mlb+XLVFpLbmpLrtQQ3N5nNwLOj5rx6L2lcpwuOUWVFPWYMErThqwfsdaXkq8EjBQ/3WHz7hMMP+x2+cdBeNx16J1FwNFMFzbyC8bzm7lXUhzuJstI4qnpH4ksdMzMzxGKxvVHPJrHRcc99wBmt9WA1d9ZG05it/K+n8k8LszJ8DPhK5W/fBv43LmKRApuTYK6HOr+gbpWdektQ8pX9gscHXH466FJSuuqL+1KEPIJ72yw+Ui85lVFEvUBqnkhNIz770pt17wYsy6K7uQatY4wnZ7nFSeLYATpaGols09XvZMY4xq4WvOYq09F4P6npCsMXe+1l6pWdykIRwqQH//isy5ODLh7JIjfnfMS8gi/vtxfzdKqF1ppnRxWvTxnDr+aAkYO2BEXVnamhrOLJQZdMyRRWd7aecwX2SEFzUAImnK9afsh2wpYmIPTqesFbU4rRvDGCaw7CeE6TKcE3Dqxs1rYRRL2CL/RYfPeUy48GXB7ttbYUOrgV/HrUFNRgiu+rd6GbkS1rMiVNg984RT815KIx8vHLHblcjvn5+b0uyhaw0SLlUeCfV/nbbUKId4AE8D9orY/CYvflDWA/8F+01r8TQjQAaa31ghf9CNC20pMKIf4M+DOAzs7ODb7d6iGkpFSlDHk74bcFX+o16oZnhhWWEJvOiqjzC27xW0zkFSnlkipJPuynhhCC1voYzbUREokEzOfAuz3jr7xjxg9LzcAcpemf1YwXNMdTxiit0W98TnZz4Ql6TKHyvVMuvxx2iYfEqovpemoWrTW/SShubT4ngz6e1rw+ZXKk7m8TFJVYtQOgtTEeXOA2FB3TXTqV0dR44Wt9K6thYhUvvt6o2LI8eCtoDUpau5a//rOjLukptW2S9njI5Gr9dNDllyOKT27BE2cr+HSnxVW1ml+Nuii9/S62K2E4q/nJWdP1C9swrwyRvPMiFKbbCdd1mZqaorm5ea+LsgVUXaQIIbzAQ8D/vMKf3wS6KmOdB4EfA30AWmsXuFYIUQP8SAhxFTBe7etqrf8G+BuAG2+8ccdE+zWxGEPDI7yVDRP2e+if1ZSUpsZrkmR3UoJnS8Hnuy2eqBi3jec1H2+XGx5FaK1NC1qUmBV61xNfL2VIKQmHwwxOzXJ6yscnuzz4LYHSmpJ7Tp5acjXZMqt2v4BFSWaubALdtDZqkxfGFLOlcyqZ5qDgkR7J/pjckS7devBaggc6JN89ZThLj/RYK1r4K214UmdmFfsi8oKiJVmxsj+b1dzeLIkHTfZTcwA+Ui/41gnjNvv1A/aKuSq/HDE8oPvbJTGv4Mkhl8w8fLRFcnPT6lkspzLmO6tGLbPbyJU1wW0+v66sk8bXZlLRHGRTXdWtQghBrR9minBL8+587/sigoe7LZLzZtQ0MKcXU6svV2itmZycJBwOEwhsv2L0w4SNnGafAt7UWk+c/wet9eyS//65EOIvhRANWuvpJbenhRDPAZ8E/jNQI4SwK92UdgzX5aLB4/FQsoPMzuV4MxWlNWh2npmSxrcL1wqfJfh8j8Vzoy5vTisCNty5AVniTNFwEArFAveEp/EFgrRGVvHM/5AiFosxV5jnUGEM4baC5TVcninFHx+0CXoEPxowreZH99tM5DXvzriLAYBCCN6eVjyXcPnmIQuljd/JfznqLJqy3dosiYdM4q9HmkJmqqDxSIh59a77YbSGJN84KHi83+F7p1xub9Hc0CBxNbw1rTieNrKz6Xlz/9ubz9nXL+DIlKItbDwpnhgw46OygqtrBf9y2qXosqr9O0DB1RRcox5Klwyf44v7rXVdXs/OKWxhVD6XEvKO5syspmsH5K93xSVTRc0vhxWNfrFjRm1r4URaoTEePruBgC04UDFjm3c1/9+7zqaMBS8lZDIZXNfd80XZBmykSPkyq4x6hBAtwITWWgshbsaMM2eEEI1AuVKgBICPA/+pcr/ngEcwCp9vYNRBFxVtNQFCdp4HGjbO1AezI31hTBEPihXzS9aD3xJ8ssPC1S4vjyta1pElam3m4iczihcSLr2eLDeHMjTV1xGNRi9Jg6iLCSEEHa3NJJNJZqanCdS18EJC0RsTBCtt7Xgl9n6yoHk/6fDGNIRsl9E8/GGvTUdY4LgmkM/VpmPSExXMuyY19vpGSciGo0nNa5MOU8Vzrx/1Gu7F9Q0b75JtBY0BwR8dtPnFsMuLY4oXx85J7TtDMDMPTX54uMe+QPI5V1KcSBs1VEfIOORKYcIVX5nUdIRMknemxKodkVqv4NYm8FmadElwV6t1QSjgSvBJY2x3sfxbVsMLCUXJhY9ukGhcDaQQfLbL4tsnHX484PInh0RV39V2YiSriXm5KPLfRE6jMOT2yxXFYpFUKkV7e/veNXgbUFWRIoQIYQqMf7fktj8H0Fr/NabY+PdCCAcoAI9WCpFW4NsVXooEfqC1/lnlKf4n4PtCiP8DeAv4u236TJtGMBhkZmYGyymAN7jhxwvgzSnFdFjQEzVBgRt+DmEyeybyDo/3uxyIKfpiksaAQKJBCMrKeEW8MeUyWTCPuz6Qpi8wT7wlvpcPsQ5qa2sZGRnhxGQOjZ/72s4tNm2ViIGCo3h/xoTSvT2tmXVMEVrrM3k743m4p0VyVa3Aa0smC5rvnHB47IyD1jBVNFyUj7VJIh6jCjme1vxyRDFVgE90yB0jzq6EoC34fLfNeF5zZta4F5+Z1dzdZvHqhCnKYuflMc4UFX933OXzXYKW0Lnk2XxZ8d1TLiGM2daCh0lZGcO5rshyns5dm/BemSkaq/uY1xArL4ZXx0qYdzXvJRUfaZA7Js/1V36r75xweHLI5Q97Vs8A2m4obcYtV9ZenE5GurS+iduljlQqRX19PR7P7nWytdbk83kcx8Hn8132eWxLUVWRorXOYfxMlt7210v++y+Av1jhce8C163ynP3AzRt5szsN27ZpaWlhfHycUriJ3vrghsK/smVzcp2e1fzVUZfemOLeuLXhkC6vZXa+z466HEtpTmYMqcwWxip9AVEv3NcmCdqgZ3KU/fV7BUoVEEIQiUSIzKS4IRhgMBlE+0uUy2VOF2KA5Il+hc+G2RJ4K4v33x5zqPMZD4/bmgTXN55bfJsCgo93WDw76hLzwkNdJvhs6eJyXYNR+/xuUlHvN2qY3UZLUNAStCi5mr886vDapKI3KjmVMbb0h2vN+z0yaZxQlYafDWm+tF8vFil+WzBTGQ8VHbPzjXrh6SGXoynNZ7usDdnbn4/0vOZ7p1wkkCyBuIT6KImcxtUmbmEn0RQQfKxN8syIcSi+cZeOlZxjRnlNF4lGEa10jWaKl05huhForSkWi7uq5nEch8nJSRzHwe/3k0wmqav7/emm71Erz0MgEMATCPHBVJ4jKS91fkF3RLI/JlYtWH434XJ6VjOR1zjatNCjXtPyH8s5fGGFNvp6GMlqjqf0YqIrmLj5W5slUa9Jdl2wc0/PK8aTYLvzW/noHyrEYjGElDTOl5idHWdOBXE19DojDFtNlCw/tzdL2kNGQv7rUYcjU6C0aQnaK2w0P1Iv1zSgEkJwT9yQI18cUxyulbuinlgJ3kqi91vTik+0w1vT8JOzLpYwabMdYUk8pHG1JleG75w0Xb2YV1DvF7QGTLfoT6+wOJrUHJlSDMxpDtWYbJytIFk0ScYS46i8mdHrTmEoq5GwaqjnduK6BsmZWc2zCUXMtzuOtLmKwHG3R0wLWPhep4ua7ss0i08Igeu6WNbOF5YLBF2v10traytCCEqlEpOTk4vF0uVeqOwVKSvALRVpitXzXiWl9J0Zl4jHzMbDtsmL+NiSEYEGMiVNX0xwR4u1qAy5clbxxIDLf/3A4eYmE0+/Xos/WzZ27m9MGX+Ie9ss8o5RGR2oERc8XmvNXMlFCbkjuUO/rxBCEKskkjbU1y3yHhJTSe4SM7S3xQksYUzvj1kcmXL5ZIdF2GsKxM2+7v3tFv/tmOliLD2Odhs3NEqurpeEPIKvHxAcTenFAqM5KPjDXnN5KDpGcfLejKJ/Vi928+JBCNqSm5qMD8u7M4r3k4qfnnV5pPLYuZLGkmzIoOz9lCbqhVyJLbvIbjcmCprGgCG67zSEEHx2n8X3T7s83u9yU6Pm9ha54c7sRpCpjFsuFufeK01xmnfWveslCSEEsViM6enpxaJhJ5HJZNBaU19fjxCC8bzmxTHJZzpbSU9PMj4+TlNT064UTDuFvSLlPBTKCuW6XNHk4bfTJqjtugbJ0yMKCXikpnjeCXRrs8WtzRceBPGQ4KZGyasTiqNJzbGUQ0fYWF/X+gQ+CQXXqAVyZZNiO5LTaA3XN0juia8szxyshNQ92Cl5aSDFPpnGY/uJ126cR7MHlnkYtDc3MD4lODo0SUdbvGIoBk1+wVf6LDpCW0+srfML+mImh+ne+O6SaJdiaXfPlmJVhY7fFtwTt7gnbqErcuVnR10Gs5rjKTMmOp42i1tXGLqXmHAdS7m8n9Lc1mxxoGY5V2U1fKLdwlGavzjqsgsNizWRmteMZDUNAWgO7P7gyW8JvrLfWjTO+yCl+EKPtZjrtN0IVVaE2RKrpqvvJKQAv21SpS9X1NTUkMvlyGQy1NTU7NjruK5LKpWira1t2TVkYFbzsyF4uLuZ5MwMo6OjtLS04PV613i2Sxd7Rcp5KBXzlBSUteTBLsmPBlzeTWq+2GNxZNrsJPNlzX3tes3dlNKafzjhkJqHrrBgfwyGsjCY1RxNrXwCNgXgpkYzMljLp0NjFD0tgyn2yVlEuJ6+5p07GT5sCMZqcVJF+ofHUPEmWiMegh5B2DWcoO3ohB+skZzMuAzMaXp22FlzNKd4e1qZAlhBbxRubblQwaa1ZjRnyMGhVYJ8hBA0BAzBuH9O8+OzRiZ8e7PkilpJQ4VM6ijN0aTm5QmTqfOTsy5/dtimrgo+n/GsEfz31wgKF2FHrbXm7Jzmd5OKs3PnzlWvBI80C+luwmuZjJ/rGiQ/GnD4l9MuXz0gaNoB4u5CByN6kdazTMm8h/gGghovNQghaG5uZnR0FK/XSzC4M5vHVCpFKBRaVny0BAX3txsu0w/7FQ/3NODLzpFIJGhpabksCbV7Rcp5cMslasJBagI2NQH4fLe5wD4z4vKVPpuia7wx1mv3SmFGQiH7XJrtTRUuVdHVpOdNRoXPEoRsc/FbTcJ5PvZFJNfFHGIqR7wtflkeeJcyol7Jwc5WppMpClPDPDbaSEEEGMtrvtRrbYtd96Eawa9G4Z0ZtWNmZQXHSOLfmlb4LHPhd5XmjRl4Y8ahKyz44hIL9rwDTw65xDzwaN/a76kzIghOw42NkusbJf4lx26mpPnhGSO/bg0KPtpiuDfhDY4QfJbYFY+ipUjNa34x7HJ2ThP2wF2tkr6YZKJgCrhjKXXRRiHNQcFX+my+c9Lh8X6HPz5ob/voZ7bSwai5SDygkAf8lnE0vv4yjh3zeDw0NzczPj5OQ0MDkcj2hrzmcjmy2Szt7e0X/O36RouygucSxm7gY21RLMtifHyceDx+2XVU9oqU8yClMbqayJvZ88EayVf2ww/OuPzrWZcv77doqjKldjWim98StARhK+4PMR8UcnLPzXCHUOuX1Mbr6R/M0eYr817Bz9X1q+cwbRSWFHyuy9q25zsfQ3OKx/pdyspwT+5uNaPDuXmX75xSzJXN6HKpVX/II5BAWa//nvyWqCRJi2UFyvtJxa9GjCHeF3oseqMX8qguVZhAQxcp4P42ybUN57KEGgOCq+qM8uhidHcWEPUad9bvnjLXoy/2bq88OVs6N3K5GPBIQXNALBZ4ldeRAAAgAElEQVRLlzMCgQDxeJxEIkEwGNwWXohSimQySTabpaWlBdte+Ye6pdk4+L4+qbiyVtIcCqGUIpFI0NTUtGPdnZ3AXpFyHiKRCDPJFM9PZmmKBvhEh8kVeaDD5Gq8Nqm4rcUikVO8O2MIftfU765KQ2tNOl+mds383T1sB6KhIGHlcHv39m+f922wgzJX0syV9bp8BEdpnh52Cdrw+W57mc19xGfx51dIZiqZQufjUK3kpXFFat6E6a2GomsWkaXRC9mycT1u8MOnOu11M4EuJbw55fLMiKI9JPjcPmtVRZElIO9qtN599+AFxEOS+9s1vxhWvDphrkfbhUxJE/XsXPjlelDa8PKub/j9uLb5fD6CwSCZTIa6urotPZfWmomJCYQQtLe3r1qgLOCeuMWpjMPTwy5fP2ARiUSwLIvJyclFifLlgN+PI2EbYVkWXo9NV8hwR/7umMP/+VaZ1yZceqKCmXlzcS4pE0n/wpjiL953+MWwy+mMIrcLO4DRnKJZp5GBy+Mgu5xh2zZKqfXvuMPQWi+mZat1coCeT5hgwwc6rBULBUsaPsOpjOL7J8v8dKDMfKXoWLBC/yC19mdeCCtMVc4HpTW/m1C4Gj7TdfkUKCVX869nHZ4ZUfREBY/uX71AAeirkcyWjET2YuLaesmhGsGLY4rh7PYdn1lnY0qs7UZZgavZ9lykiwmv10upVNry8ySTSbTWNDc3r1uggIkb+Hi7xVhe8/K4OUaCwSBtbW0kk0nm5y8Py4q9ImUFFEtlyhoe6bGI+UAIaA2ZOPUFd9LWoOC25nNS1DMZxQ/7Xf7mmMPJtLvGs28dw5kSfqm4siW8o6+zBwiHwxQKBXK53I48f/+s4uXx9Y8XIQS3NElS89A/u/oCeTKtODKluKFRrst1eXpIcTYHR9PwD8cdHKWIeAUdYZNR5Kyh/415zb83phTPjbr87TGH16cUjX6T1VNe4bGzJc1oTu1a2OJ4XhuDueTKi/hoTvHtkw4fpDQ3NUq+0G2ta97YHDAuxO/O7Ow5vh6EMBEaMR/8aMAlv02bI1ftPjF4KbyVQ7Z08fcFy6C1XvG4HcmufzwvuMBuBa7rMjs7S2Nj44Y6eIdrJVfUmqiPoUox6/F4qKurY2pq6pLYgK2H36N6detYMMZRCN6f83Fbh8kZ+e4pl5wDJZdFotoHKcXzCU2jH25qhCtrJT8eVDgKnhgwBllLHUm3E7l8AaX9HF5FgbGH7cOCC/HExASlUolgMLitrr5nZjXvzihua15finygxhBJXxxzaQuJC0iTiZziZ4MurUHBvfH1j40HOgSvTJj8p6ILL48r7opLbmw0qra3ptWqrrhCCLojgg9SRgUTrUzDporwvVNmAQ97DAFzrqwRQLpkbvvGQXvHyKdaa/pnNS+NKxJ5s3i8PWPGUzdUzseSa8z0jkwpQjY82mtVPXpr8AuKLhxLw30XchZ3FX5b8HC3zd+fcPj1qMtn923tcl5yNZMFzUcu4qhlYcE/O6fwjBvOU29sOe9pt3EspXhy0OWbh21qK6f+8ZTilQmXiQI83G0tBiSuhHA4zOTkJLZtMz8/j+M4KKUWz3ePx0MwGCQQCKx6DcjlcsZodBNW+w90WCRyDk8NuXzzkDEljUQi5PN5kskkDQ0NG37O3cRekbIE6XSacrlMY1sXatZcpO9ts7gnbhYS75JzN2wLGvzmojxVhHeTinkXPhaXfJA29ud9MbkjbplRy8UnL19znssNgUCA1tZWMpkMiUSCWCxGbW3ttnASGvymxT1XXl/2aVV2zz8ddPnliMtDSxalstI81m94KA9X0REAOFhrc7DWdDieGnR4bVLTHVX0RgUtQcErE4obG1cvnoaymraQ4A97LfpnFQKo8Zkco+miJlMyBVCDXyz6XtzcKBdHRdsJR2lOZQxRMJE3mT/3t0v2RyVPDrn8ckQZvxM/HE1pUvPQFxM80FFd2OECbCnYH4WBuW3/CJtCY0BwW7PhEV1ZtzWl2HDWGPX17rAkfi2kSkZOMFOEsbzZ5fsk3N4iubnp4ngK1foEjjYu4LU+wVRB89NBY/B5V6tc10IgEAhQU1NDNpvF7/fj9/uRUi4WZKVSiVQqxcTExGLuzsJmSAiB1prZ2dlNe674LDP2eazf5ciU4tZmQ7ZuaGhgeHiYWCy2qzlDG8VekbIE6XSatrY2vF5JT1RxMmOKlFubLW5uWh4IV3TN4nJPXJJ3zGz+9mZJa0jSV6P5bx84/PSsw5f67KoMrKrFTFGhnBLuSr7se9gx+Hw+mpqacByHRCJhitnGxmVGcJuBRy74ilR3/8O1kv5ZxcmMsaxfOLZeGlcUHHi4b21OxUqIegWf6bL4zimX759yua9d0h6EI/nVH+Mos9Afqrgg74+dK5pXCodT2kh7D+9AcN3gnOkgzZWN+eIDHZJr6uXid3Nfm8W3TzgcS2sj9RdmlNu7SZv5Or/k1KxiNKtoC1/88/C2ZsnxlOLpYZc/PSSqtjI4Hws8m9aLyCfqn9Vo4I8P2oQ8xu7hlQnFcwnjZnx1vfHj2U2hQtRjeBGnMub1351RaA1/dMBeTE9fD7FYjFgstuLfQqEQtbW1uK5LsVikUCgwOTkJGA6J67pIKQmFNu+u1xMVHIgJXhhTHKyR1PoEtm0TDoeZm5vbMql3J3Hxz7BLCEKccxPtCAtS83AibVaP89nuV9dL/vSwza3NFne3Sh7osBYvziEbvBbMzMOvRtSK8/nNQGvNP51ymSj7LqnQtQ8TbNte9CZIJBJbJp8tOHxmneqPkfawZN6Fbx1zODunyJZNB+GqOkHHJhfNshZkShDxwjMjiiPTmlqvMQ5cCcNZs5hUS5CVQvCpzgsN5LYDIdsQgR/psfh3V9hc12At2xjMFPWiR0tXGP740OYLFDAO1D4JL4xdGvN8Wxqzt9nS1t5TIq8JWOy6N81SjOXNb1XnF/gsQXtY8kiPxQMdEing2VHFXx11jA9PYXe4TUGP4KYmyamMJpFTvDOj6I2JqguUamFZFqFQiIaGBjo6Ohbt7D0eDy0tLVvqIglhAlCVhvdmzh0jNTU1ZDIZHOfSzSHY66Qsgd/vJ5fLUVNTw42NkmMpU70frFn5guaRgt9NuLw8YUY9Psu0kI+nTNu0IwRvTStGc4pHe6uvuldCwdE8dsal4IAv7CWqM5QcB28VLO89bC+klDQ1NS2OfwKBAA0NDVUx7s/HwqKd3QD5/5o6gU9aPJ9w+f5pl9agUUTcvkI0Q7XwWyZRuy8mKLjw1pTi3aTmvaRe0S7/aMoYxHVfxNHAAhoC53KGliKRM2ZWA3Oa1qDgkx1yS8XJAmp8gmvqTTijo/SGktJ3Ch1hyfUNmpNpxV2tK8dprIfZkklfvljyY1dpBuY0neHlry+E4LoGi+saLGaKmjemFMfTRkm2W7ipSfLOjOLxfpeSgju2Ufa9EoQQi6Oh7ULEI9gfE7wxrbi5SeK3BR6Ph0gkwsTEBPF4/JIMI9zrpCxBbW0tqVSKcrmMLQVfP2DzhZ61F56gLegMG6Ji0DbJx4dqBV/ts/hKn83/z957Bkdynnmev/fNLO8NPNBA+25607QSRYqkvMiR4Wg4ksZp5mZ2Zy5i9+4+3X24uIj9dnF7dxG3sTu7c7O6mR157ylDipQoelJsmvYODW/LoHxlvu99eIFudDeABtAF01L+Ijq6G6jKysrKyvfJx/z/nxiwmKnBV087FBoapTWDc4pnR1x+NuRypnj17vByU/P3RxxGK5qkH947EEFJm5PjhVa+fY81IIQgmUzS19eHz+djaGiI6enpNU+uLKwla7n/FUJwICX58/02fRHBdA12x7gmYbigLbir3SIZkHSFJR/ZYdEegt+MuVSXyPLk53VW6q6ZojmWV4xX9FXHozeL0bLiyyddJquae9sln997bdmTy+mLmj6Fscr2eL8AD3ZLvnDQXne5J2wbrZutYrxqhPIOLnNTCKaU+ME+i7+90aZjE3Usoz7BY/0WVcf0jl0vI/aX80CnRd01N88LZDIZAIrF4lbt1op4t+GLCAQCJJNJJicn6enpWdUd0s0Z4yQLcHe7Uatd/LwDKYHfgm+fcflP7zpEbaNFIAXYAt6YNv/uCAlSARP0tIcEcR8EbKPs+bMhl/r8xONndtuEpKIqQwSc2oYcB4/VY9s2mUyGZDLJ+Pg4uVxuTfXdkbJZFFLrGBjyW+aPq+Dh3tZ+lRdGXL900uXvjzh8ZrdFzyIROUdrxivwH965Mk2c9MOuuOT2rCQThHNzmlxdE/EJeiOCqE9wIq/YERXzPj2rY7JqfLMcDWXHNAvbQpAMmGAvExSELHh50mRQIjb8yb6NKTEt6HjUtnYS+RKu1Zm50NCkNkgBeTUsaPU0XYXWKxt5bkX2andC0hZyCV1HMwtKa16aUCQDgmzQ+G7tiArenr0oAiiEoK2tjZGREcLh8LZrovWClMtIJpMXpnwu/7DGyoofnXd5rN+mYz6SHisrXpty2RGVHEwtnWbdFZd8qE/z1JCi5sLHdkj2JyWWMFNBU1UYLWuO5DTLdQH0RQWP97oUZ0bJ1+tEtMYNtNYPwmP9WJZFOp1mdHSURqNBW1vbVWWwXaV5bUrhk2s3VKs5mu+eMx4zH+yVSzarXivdEclndsNPzrt85aTL3R2aW9Jmeme8Yhbq+zslEduMRs/WNBUHJmuawzOKN6YVAQn1RWmigGWyPkfycG+H5KHu1V3xm0rzxWPOsj0yYct8c27NCF6a1OyMCR4bsDZMmGzhe17fRkHKtSLY2tT6xHxW6kdDmpenHA4kjTXBZjbJXo22kOB0YWsVh9fCbP3SPqXgfM9RoQHlhiIyP7Lq9/tJpVKMjIyQSCSIx+MtkfFvBV6QchkLtcB6vX5FkFJyYLrGfErbnKDPjChm6qZG/9qU4vP77EvuaFxlutOfHzfGZJ/ba5NcJDd+e/biiTDXNI6x1fm7xIpj7m52xyVR0WBsbIxUKrVta4e/74RCIQYGBhgdHaVUKi3bzb/AOznNeEXzkb61+a9orfnOWZfhsubDfdaSPSOtoj8m+dxewVNDLi+MqwvKle0h+Ohl0ve7FgkgVx3NL0eMg/hdbZJ7OiQzNc0zIy5n5sd3A2tcET+x0yJoGTPOsG0ylBMVzbfPugRtqDvw8qSmPwpP7LZaOlV3OQsNz/XNbIzYQLTWFJvG3XorXvtEQfPWjCbpg7s7JO/mNM+PK16ZNGPwd3fILdVKWWBXXPLOrMvJgl5RG2W7kA0K/s3NNqWmKcsOlhQT8yP6xwuXmjgmk0nC4TC5XI7BwUH8fj+hUIhEIrGufrtW4QUpSxAKhSiVSkSjlyq6LminVRZluJ/cYzFRUQyW4Lkxozr75B5zgZyoaL5z1rlwt/UHAxaJFbQwFvQjzGMufgGq1Spj4xNks9kr9slje2FZFu3t7YyOjlKpVEin08uKvx2ZNSJot1wlyGi4+pIM3bs5zWDJBCi3bYLwVsxvJmema/Cdsw4+CZ/fZ18Yn16KkC34yA6L00WH16cV+YbmUJvkLw74qDmKH55XvDypuL1tdYuPTwr2X7YolJrGo8gvTRm06mj+6YTLnoTY0AAFTBbJJyF3fSiLX5W6Mlmhla5PrUZr0yj7yqTi3JzGL03Z8442izvazEj0c6Mu41V9iUbVZvDKpEs2KK7QndmfMOfVZFWzb32yJYC5eZ2sarqu4sPVCkK2IGSbLNDNGXlhSnRhHHmxTpDf76ejowOlFPV6nVKpxNDQEEr6SMYjZFKpDd/fy/GClCUIh8PMzMyYeXUnQE/EqPRlgyZ0eG7MZbau2Z+UxP2C7qhFd9T0B/x8WPGTQYe6EpwqaIIWZIIwXIZ/OenSFoQ728zd70p3z0opyuUy5XKZWq123TlX/j4TCATo7+9nbm6O0dFRyuFOHCvAzZmLi2eubgKN93WtLFB1tqh4esTlT/ddbIg8W1REbTY0g3I5QggsoSk2TJ/VSgHK4ud8bq/Na1OKd3OKkwWXWzOKD/VZfHyHRc1l3XfH5abmKycdKg58do9FMiCYnB9J7YtufJpaCNNDtuBdtMD1Uga4nKHSQm/Uxu97sWGyy0dyZioybBu9qdcmFelFr58NCj69y0ZpvekTR8+NLlhLXLbvTfP3tY5pPz1iJkf/7iZxzb1Ea0UIwUd3WPzXYw4/GXL59M4rM7lSSkKhEP5gkNeLQfaqSYbzFpnNj1G8IGUp/H4/XV1djI1P8KNCBx1RH10R02y0UOh5ekTx9IjiQ32S9pBgtKw5mtPYAgZLplxzV7vkvg5JyBZUHc3RnOLNGSO65CjJoSUkx7XWzM3NMTs7i9/vJxKJ0N7efs2iYR6bi5SSRCKBiyQ/Mckz5Q52RAOk5ycKj80b+C033r6YmZoxDfxg38XzRQo2dTF0leY34y6uNud/U+lVBSrp+WmM9/dInh8z2ROtXT68w1pT0+xiao7mK6ccCg34zB7rwt2of/7wGIfmjT82thAMlzWlpibqM8qg3zzjcn+nvKTJ+HrgdMFkK/ZuYAmj4ZqsyUsT5jp6ICnYnZDsSwhcbc7xpYKkrRiJDttXBqBgvKoEsG8V39uVuCUjeWNa8fKE4n2r7MtqJZmg4KFuydMjihcnFPcvMVI9VlEcHqvQo2bIBzPc0r01hrZekLIM4XCYVDLBozLHj/NZzsyZyYSHuyX7k4ITBc2zoy4/Hbp0eDQdgNsygtvbrEsu4iFbcEebxe1ZyZdPGXXMBRqNBpVKhWq1SrVaJRAI0NnZ2dIZeY+tIRWP4jbrPBGaIaAznJho0uZ30GWHOyI2KX+ClRbUnXHJDSlz13VPuyDuF3RFBO/mjPR8tgUNs0prZmomHbzAPx13AM0f7bEIWpJfjynezWl6IvD2rObcnMP+pOTR3tVdYH1S8P4ei2JDcSyvaSqXP9i59suP1prvD7rM1uEzuy12LBKvawsuZJo0A5vQU15zNXUXvnrK4Q93WfzovOJ8SbM7bo7T9cRkVdMR3pgymdZG2+TFCUXZMcHJ+3ssEoumrtR8b882kJwB4IaU5OVJxamCYs/86Hq+rnlj2ogmJq5xYqwzLDiYFLw6pTjULrfEefpQm2S0rPnVmMKWcPf8TbPSml+eLRFpFuiWDs1Qmjt6YluWIfSClBVIJBKUSiW+0F8hGE1cYui2P2lkhscqmlLTRKapwNWjfiEEn91jToZ8Ps/c3BxKKcLhMNFo9ILKoMfvBkIIspkMs7OzzExNEpA2yg5wMG1TKpUYHS2jlCIYDBIKhQgEAti2fSFz1nA1+4JlBpw80yMus0LQn8oCQU7kFdkWiEodz5sm17+5wcaaXyX2JeClCfjBWZe2sLkDvjkt+Fi/zeCckSk/WVCrDlIW2BWXHM0rBmLruxP92bDiTNFMNF2+jdJ84L8ZC12+rpmd70fJ1eFLJ12KTfhAj+D2LTToWy8NpUlvwBSN1pqnR8xQQV9U8KnupbNMC67HkQ2cfnWUCZbuusziZCke6JKcnVN8/5zL5/YKOsImoNAa3tvVmuvz/Z0WR/MOz49dmiXdLIQQfHzAwj3r8ssRRVtQsDMuGSlrOt1p5oJp9vXECG6xBYsXpKyAlJLOzk6Gh4fpDoXAvrQBUghB9xq74Wu1Gvl8nlqtRiAQIJvNEgwGr8s6tsfqEEKQyWQuiCYtsBAE+/1+KpUK5XKZXC6H1pre3l7yDcHh8zPs8FfZ09MOth+pHIZHRknKdmzZmkyb0qbWPlK5qPZ5X6dNsenw22nN6TnFzpi4MC7cH5P8+f71XbgOpEwfV/86gxRHae5pl0sGAgvJ+c1osvzpkIsljJmjozQ/HjJN0OPVjX/tjcCWgmaLVf5drXnqvMvbs5o72ySP9izff1VsmE9vIzMKZ4qaX44qhsuax/qtFUXvbGlUjL94zOFLJx1uy0jemFLckrn2LMoCbSET0L4xrbg9Ky/JZG4WlhB8tN/iSyccvnHa5fEBRd3RRKUik936AAW8IOWq+Hw+0uk009PT1zT622g0mJmZoV6vk0qlyGQy2040x2NzkVISj5s67+LS3tjYGKdGJpmtKmJC4Ut3EQotnCsWmWyG9zNN2NdG0w3is67tQrI7IZDCXMR3LBoek0DKDx/ok+yKt+ZOr+4azZ/18rH+5S9ZDWUUmXfENvZiX2yYpufbMhdl9qN+wdszijdnNAm/4j2dW+PYu17qribewkyK1pofDbocyWne0yl571WOx4Jy70aaG+5LSh7t1fxi2KgRf3KXtWLAEfMJ/nSfzc+GXV6ZUqT8LNm7cS28r8vYr/x0yOWze60t6b+pOZpbYlX8vjy+WQcbTdH10bmJk14r4QUpqyAej1MsFikUCmuyy3Ych0KhQLVapdFokEqlrtkoyuN3n3Q6TXVyGscX4sbeJPHLUgOJWIx6vUmlMMn5PAjLJhLwEQgEiMViay4XLijZL1a0V1pzLK/pjoiWBCgNV/OzIZd3cpq/PGDTtgGS5juikn9148be+S0svpYwfi4L9EQk3WFBU7k8P66YrGre22XRvoa747NFRbmpuSmz+al/W7ROPddVmh+fNwHKg13ygrLpSlTnZR2iG3zfdqjNImIb3Z+vnXL4xE57xc8oGRB8ZrfNz4cdXp/SxFq8fyFb8EiPxY/Ou/xo0OXj/WvTTLoWaq7m+EyTSm6SpO1SDyUZ6IqhlKbqCiK+rc+igBekrAohBJ2dnRdcbxcyII7joJS6cEccCAQunGC1Wo2xsTFisRiZTIZAIOBN6HisikAgwK6+HnYt83shBO3ZNGTTTM/VcJwmQUtTq9WM91QgwZ7O5KrPt0LDlHwWhLwmK4pjkyVwbW5KX3tJSWvNfzvh0FSmFBO+jq86z48rBktGgO/ySRQhBB/vt2gPKX41pjhZcPjQKrVsBudcnh5RzNZhV1wQ3sQFIl/XTNXgfV2tWRzfmdW8mzPj9fd2rO19bIY03sGUJOKD7551+eIxh9uykod75IrTap0hCbhMVaGjxUoQN2ckhYYRr9sd19yQ3rggRWuNozX1WoOjo7PEqBEIx+hqz5CYV1e0JPi20Xd0G+3K9sbn89Hb20upVMJ1XbTWBAIBLMvCcRwmJibQWhMKhfD5fBSLRdrb24lErrM2f4/rgoVguC0eAkxaIpFIMFdtUMzNMDQ0RFtb26q0dRZM5aZqmqEzRfyNEh12jQ9EBXYlyrQ/TTa8vrt7V5lpnKkaPNQtGIhZl4hHXU/UHM1vxhX7EmJZAT4hBPd0WNyUlvxo0OWpIWNy+P4VFsGTBcX3zpoJC6VhsKQ5uIl6FKH5VaBVAcJNGYElzTFYLTXXiONtVmi2Iyr5q4OC34wrXp8yKqyf2b38WPxC7+HE/BRUq7m/U3K6aDJQiQAtH2HXWjNTLDEyWyJCA4GmM5FEhNrpjW7vMGB77902w7KsZaXOE4kEzWaTWq1Go9Ggo6ODUGgTbTo9PIBYyE8s1EWlUmFycnLFUfaGazQ+3pl2kQKic8MkURQCCTo624n6YHBsitLUMMmennVJY3/3nJEQvy0juT0jmKlrHLU1BnHXyumiWcZvy1693yTiEzyx2+KXI4pXpxRn5xSf3mmTXVRaqLman553OZrXdITgD3dZjFRWp53TShYUtFuVvLGE4KY1ZgPCNjQVOBo2K4YN24IP9FrsiAq+d9bl66eNWvhSDbXpgLFCOF1U3JJZ+UDVXc0L42a0OLbKNyOF4A93WfzzCYfvn3P564PiwqRdK3h7okysNkM8kiIUTJMM+7ZFU+xq8IKUFiGEwO/34/dvk24jj99rwuEwiUSC8+MzZNvbSIfNeekozeCcy0ypQXmuSJevRqdj0xXShIRDomuAGyMXsya7+7qYnZ1lcnKSQKqTujLNjSst0lVHM1HVFOuKkwXNgXkp8f94xLh5f3avdWGK6HrieF4Rtln1vksheKTXIh2Enw8p/vGYw0d2WNySkYyUFd8641Jx4L2dxtvIJwX7t+DycXjGjPUc2OTgaDGhC15IrQuWVsv+pOTxARNQf++cyxO7ruwLEUKwJyF4d1bjKr1iAPGLYZd3ZjUDMbHqIAUg7BM82mvxzTMup4ut8waqOpq5QoFKMMm97Sv7iW1HvCDFw+N3lHg8zkylycz4KPVQgBnHz2y5TsaqExGShi9MONOJaDhoBJGQn47IlWWdVCrF0PAI+ZFBJDBlh7mpL3tFg66jNK9OKl6aVJf4wBwraCSaPQnBnoTc0AmOjWKuoTlZMCrSa80C3Z612BOXfOusyy+GXaaqmrdmFGGf8RzqXOZ41F1NQ7GmhW49NFy4IWWEAreKhVJYq8egV8uBlOT9DTOiPFLW9C4RiO6KSw7PuAyWNLviSx+r16fMyPX9HZKd8bVHW/0xgQTOl67NG2iBSlPzm8EiXbJBe1vntW9wC/CCFA+P31Esy2JPTzv5ch1LNZjLl7ECIaxYhp0pH4FVji4LIejp7mK0UMNn2zRLsxSLRVKLzMbydc23zjhM1aA/avQfHK2Za5rMS2dIXFHvX1Aina6Zmv9ATBC0WFG/Yqs4N6fRcIXJ4WqJ+QWP9Vs8NeTy2pRCzGusLKeN4SjNN067TFQ1f3XQbpk2x1J8sM+ad3bfOhayJ/UWTRith1sykmdHFWfnNL1L+LjujgsCEo7k1BXGg2Bchp8eUeyKCd7btb50kE8K9iWNBctahRIXcOezpVlZZWS6QLt20Yku2tfZV7bVeEGKh8fvOMlIADDjyfvWuQ3LsuhLmybwmaYfpS7e8p4sKH5wzkUAT+yyLsiIr0ShYbysnh01Xihvzpif70sIPrVre12WtNa8M6vwyWsz4MsEjdr04RnFU0NGq+Ohbrg5Iy7Rx9Ba84NBl+Gy5vH+lbU8WsVW6HMsJji/ftY3yXdpKUK2oCMEg3OKB7osao7mdFFTdTSuNsrCfguO5TT3tCvaQo4RxigAACAASURBVJee569MugQkPDZwbXonXWHBsbx53dAaxO2arqJQqpArzOE0qkwHgnSmE7j+CNnQ9dF/shTb62rg4eGx7anVasSTKZrKNAi+OKHoDAs+ufPqC2rN0fxkyOV43ty5d4cFn91rMV2D0bLadEfY1fDGtBk7/nCfdc2KqEIIbstaBCzBr8dcfjLk8uKEGYu9LStJ+AUvTSiO5zXv75bcsIYJmesZNZ/IadXHf35OMdc0vS4N15RRllvwtda8Pat5c1oxVQNXw//9VpO6e+nEU9AylguOhqfOuzy+86L6bN015cADyeVfZ7UsfAecNZS+3pmsk2xM03AV7ckEUypDX8K3KhPQ7Y4XpHh4eKyJhhb84GyTSeWj5kLMZ9L1z464pIOCgGX+rzVUXfO3xow6nyhoag7c3yE5kJK0Bed1iMLQOZ+O1vOlh+0gethwjX7Fjqjg1mXGjtfDwZTkQFJwPG9M616cUJwoKO7ISp4bU9zbLrm7/fcjQIGLQUqr1tRXphSnChdDDIHpkTqYEtzdbhGwTPao3NT85LzLqaKmPQQDMcgEBI42pce9CUEiIBCYTIvWmmN5kwn74jGHB7okd2Qlg3OapjKaJ9eKM3/+ryZgKzc1JyZLhGvTzAUT7O8z+kjXX3vs8nhBioeHx5qwbR+7Q3WkClF2BFM1iPthtKI5ml++tyFoQW9U8ECntazWhKs0Xz3l4JOCz+zZ+svTZFVTdeC2TOtl7oUQHEgJDqQkZ4uKr592+fmwojcCD3RfX7L6243H+i3OFo1z98mC6SdqKnhxQvPihJm5jvmg5oACHu6R3NV29WMuhOBgyqI9JPnZkPm8XplUZIKm4bUVTeEL9gTTNc2OqzRNT+eL+Kt5Mu3tpGPhLS/bbQRbfxXw8PC4rujKpsiVxrhFjPLjWhcf6fNx67yqqqs0NdekzKWAkHXx7ng1i67SmrEyS042nCkao8PNWrwXHHyDFgxssB/QzrjkkR7NL0YUlhAovb7Shxkx1xc8ha4XnAvlntYcZ1cb5dtTRc1NacE97RbZoPEIOjenGS4rzhZN5uThHnvN5n6ZoODJPRZvTCteGDfO3DEfnJ/T7E5c23sYiAksAScKmh2xpR8z11BM5kvUCjky7e1k4y2Wwd1GeEGKh4fHmrBtmxt29fDiyUkeSuS4JdNx4XeWFFyLWOZYBRwg19D8w9EmQQtCEuoKhspwa1rwcK+1Kb0r41XNWEXzaK8kvAkKY3e2SSwJPx1SvDRhmjdXS9UxZamjOUXVgb+7SRC9jpR9G/NTPf4WDaC4yjRnP9IjObQoQ9IdEYRtoxw8EBN8epe1bmFBIQR3tlncnpW8OmF8qb5xxmV3XHFvh6Q3sraAutJ0Ua7L8akyj8RryJrDb85EOLQjiRaCYl0hVZMz02U6ZAU0VENp2uO/26KhXpDi4eGxZmwpObSrjZmJMXK5HOl0el3bqTQ158uayYpmsqY5V9Qk/FBqQmdYMFPVTDQhEzCqpO/kNAdSmp3L6FS0kjenzUTPWuTdrwUhBLdnLd6e0Zwpah7ouvpzmkrzyqTixXGFo82Y7F3t8roKUMAEFGBUXVtBzC/4wgH7iiBBa80vR1008OEd6w9QFiOF4J5Om0PtmlenFC9PKL500qU3IrivQ141q3V0pkGtmCMpaijXIYEgkkxTqLnEajnODlcpNRQJq4kUgqAMk8mkCYVC7P498IPzghQPD491EfJZdHZ2Mjw8TDASJRxYnVyq1ppCA47lFc+PmcVVAKmA0SG5IyvoiZpb6lcmXZ4ZUTy20yYTgGKTTRnJnWtq3pnV3JyWBDd54ijhN2JeV1M2HSsrvnfOJd+APQmzILba82WzGCqZxtVWauQslcVYmJy6v0O2/DyypODeDos7spLfTitem1J844zLHVnNB3qv7Hcp1F0Gp4qIagHhC9PR3kZNW8Z+JWjTBTScBIVSFaduEY8GSAYEgetEzr5VeEGKh4fHurFtm0A4ytjEFLv6uq+a3q46mm+fdRkqmTvnhcW1IySWvKvtnm9EzNc12aC8oGK70bw0oVCaNbv4toIDKcnRvPE8OpBa+ngemVX8cNAl4oM/2m2tS910u+AozUhZX+hr2ijenFY8N6a4IbV+sbXV4LeMyeSdbZJfjZnG2pgP7uu8WMuqNF2GhkcI4RLPZIjHooR8kss7S/y2TVsyRtuG7e32xwtSPDw8rolMJg2TE8zMzJDNZpd9XLlpavZTVaMBMhCTV3WUbQsJbAHvzKpVicS1Aldr3p4xi1nyGsTb1svehCBsw0sTLnNNzY6opD10MTPw2pTL08OK3qjg0zuXd+69Xhgpaxy9sc3JNUfz0oRLZ1jw8f5rE1tbLbYUvL9bkq9rnhszKsN3ZuH4ZIVgbRZh+dnR3UXA79vwfbme8YIUDw+Pa8JvSdrb2zl//jyJRAKf78qL7lBJ8eyoy0QFDrUJDqbkBa+YumsmgsbKGkvC3kXBSMAyd72OMmWizZjseW5U0VBwQ2prshNSCHZG4d08jI8oQPHfHbTJBI3g3S+GFf1RwSd+BwIUgMGSRgB9kda/l6bSvDRh+kQcDR/plJs6piuE4L2dAks7DE3NkamUiFlQCmW5sTOyaftxPeMFKR4eHteMZVlEIhGeO1ugYCeJ2AIpoKFM/8lQSROxzUjyq1Oa16cd2oLGqyXfuLidm9LikiAF4N6OzfMcma6aRtRbM2JLx3gX1lG/NOOu4xVFxRF884yLT8IfDFjXrGy6XWgLmpJfqwOu43nFL4Zd5ppwMGn8pPo20X271HA5O10i1sxzs1C48SCZVJZkJIj8PWh4bRVekOLh4dESwtE4vXPjnK0nGC0bvxOfhIAFD3VL7myT2MKk94/mNbm6Jh0w3jUhC7oigtQWOvGC8SECeN8axn83AikEIVuTDghydc0PBjUBCQ0FbSEj1d8eEnSGt9a9uBUcTEkOpq7+uNXScDXPjqr5Y2SE3XbENjcoKNeaTExOEnYd4pk06fgygiceV8ULUjw8PFpCJBTALxR/sVdg28tfWnqjYkmX2cWMlY1fzj3tm6u82pz3Swlv8ZVxrGIyT3+yz0ZpzXDJBHXHC5pKE54fNzvql/Cxfov9Se/OfIG6gsMzikNtkod7Nre8U6/XyeVylCpVItE4benEit8Fj6vjHT0PD4+WIIQgGI7y5lCO23ZksK21L5y5uukfODyjCViwKyZob4HU+GpZWM+2zovXTEBN1Yy/EZisyo6YYEcMbp3vS87XNaWmUaj9zlmXD/Zq7mjb2uzPdiHmE/z1DfamjKovpl6vMzY2RiqVIpjIkAx5DbGtwAtSPDw8WkYjmCReHadYyK9a4K3S1Lw+rTg3pxktG5+VsA1Cw7+cdLk1o3m4Z3MyKg3XlKi20gPlTNGMZ/evMO2SDJjJo8/tFXzvrMvPhk35pzfqZVSg9Vo6jtL8cNClLSSI+wS7E+ISR2zHcRgbGyOTyRCLeaWdVuIFKR4eHi1jIOmnGmxndGRkVUFKoaH55+MOFccozN7dLig1NefmoOLCrrhgV3zz/HoUrXPivRpNpRkqGS+ZTFCwJy7I1zU/HXLJBKB3FdMuPil4X7fFqaLDeEVftYzmcSnO/GdwNZ2ZXB2Gy5pj+YsOxQeSgkNtZjx8fHycRCLhBSgbgBekeHh4tJRatYqWV091O67i+2ddGgr+fL99iWZKsaH5/jmX00VNOqDZGb/sucq42+6Ki5b6+Ci9sUFKw9V8f9ClPj9yvaC2u+AdHZDGLfrJvfaKarOLyQQhHYB3ZxVKaw6mLWLXmSz+VvHmtOIXI4rbs5qHuuWy51JbSPB3N9o4GmZrpuflnVnFuzmXmwMFbk9KksklXDE9rhkvSPHw8GgpPp+PwKJUeHm+nHOqYMzvpACtYa5pGj+lMBL5Vdek0DMBiPsFn9ltcXhGLblwHMlpfnze5RM7LQ4kW7cgF+qa+Aa2EmhMAOaXgpszkp0xwc64YLqmeW1S8W5O8/H+tQUZlhA81C35zlnFWFXzzKhD0g99UcGtGUl3RGxp+Wo7c2tWkmvAG1OKY3nFve2SmzPyklLOAkIIfAI6wvDBsMX7uiVvnZ8loeZoa+vd1Abv3ye8IMXDw6NlKKWYnp4hnclQczWHpxXPjyuaCvqjgo6QyVYIAVGfIGQZM70XJxQvTpht/O2NNnG/kRe/q/1iM2jNMY/dn4Rfjbp0hgT7Eq1dGOqKDdUfCViCLxy4MgpKzvv1ZAKsyzwxYAk08GCXcVIenNMczWnenjX2wj0RwSd3WksaD26WSN52xCcFH+i1OJgU/GZc8ctRxa/GFA90yavq8/iEJqMLVEPpJQUMPVqDF6R4eHi0jJm5Cg2leTVn8+YZh6YyfSWP9likg0svhPd0mImWwZIGDaFlrkovTihenlQ86khKDtzX2foMgS3AUS3d5Kp4ZsSl7MCn99nrcuZ9Z1bhl3CoXeKTgrvbjZLvyYIZXz48o/jPRxwSflNe6osKRiuasCWYrWv+5oYrHYM3ix+fd0j6Bfd3bt10Um9U8kd7JOMVzfPjLs+OKtqCKwv6VcplLMtmb7vXh7KReEGKh4dHy7ACIcraT7A6w75EB3e1W3SuYoQ4ZIurlm1S8wvsL0YUURtuTrd+kqXm6k1Xci3POy7f2SZXdawup+qYhs6DSYFvUYATsAQ3pQU3peH2rOTwjKLYMBYE7+Y0dReClmZ3XNBQRnRvK5itwVRVc3/n1rz+YjrDgsf7Lb500uF751z+bL8gs0RwXa/XmZ6epru7m4DtjX5vJFf9lgsh9gsh3lz0pyiE+LeXPeYhIURh0WP+1/mf9wkhfimEOCKEeFcI8W8WPed/E0KMLHrOR1v/9jw8PDaTdNDi1p2ddPsbfKSXdS26y7Ezbno6AhL2JQW+Fa5ejtL8fNjldGFtaZGwLai517afa2Vkfux6/zp7a04UNE3FijopHWHBB/ssntht8/l9Nl84YHMgad7rDanlG0Y3g4GYYKyiKTT01R+8Cfgtwad22dgSvnHaIV+/dL9c12ViYoJMJkMgENiivfz94aqZFK31ceA2ACGEBYwA31niob/WWn/8sp85wP+ktX5DCBEDXhdC/FxrfWT+9/+X1vr/WP/ue3h4bDeklESjUebm5kil1q53XnM041XNwLyUebmpma2bbINPmGmWN6Y1ddfl5rRkYNH46KuTLkFLc7oIx/KakCXZnVj9azeUCYI2k1MFRUBC1zoDupmaxhLQHlr9cxJ+4wZcc13WobnXUg6mJM+PK84WNbdlt0dvTMIv+PQui6+fdvnicYcndln0RSXFhqI0M0k4HCYej199Qx7XzFrLPY8Ap7XWg6t5sNZ6DBib//ecEOIo0AMcWfGJHh4e1zXxeJyxsTGSyeSaex2+fdZltKzZHXfJNWCqenFE9842yaM9kh8Ouryb07ybc4n5XJIBQdxnyhg+AY6G93RK7u9c2wrsk6Z8slk4ypRq9iXFunpRtNYMzinCtimbZNcQqNhS8OSera/4pwMmpX95xmKr6YlI/mK/4GunHb531uWzexXN4iyu0qsWKvS4dtYaQz8JfGWZ390nhDgshPiJEOLGy38phBgAbgdeXvTj/14I8ZYQ4r8KIZa85RJC/LUQ4jUhxGtTU1Nr3F0PD4+tIBAI4PP5ODY0QWWVi77WmqM5l6mq0Q85UTDll9uzks/stvjbG20+0GshhOCxAZv/4RabD/VJdkQFroJTRU3KbzItn91r8UCXtebG2s6wYKpq9Ew2g8E5TUPBwXV674xWNBNVKDvwj8ccXhx30XrzF/uJiuYn5511PbfiGBG95Rqmt5JkwGScOsUcsyPnaTQdero6PRfjTWTVp4UQwg88DvzPS/z6DaBfa12a7y35LrB30XOjwLeAf6u1Ls7/+D8B/w5zk/TvgH8PfOHyDWut/wvwXwAOHTq0vUJtDw+PZcm0tVMbOk++6hCOrTyiOVpWPDXkMlmFuA9uTMG+5MrutQFLcHvW4vZs6/a5LyJ4CbP4D6wgS98KRsqKH593CVkrS+CvxLuzGlvAXx2weG5M8dyYYrhstFY2swH4dNH4Ld3boUkF1va6v502fUMDm+xUvFrSss4dkSI9Pb3Ytg+5WZLEHsDayj0fAd7QWk9c/otFgQda6x8LIf6jECKrtZ4WQvgwAcqXtNbfXvS4C9sRQvwD8MN1vQMPD49tiWXbCGmRsJrAxSDFUZrZutFLqTiakbLmpXEFAm5JC+7rlKQ2uzFknkxQcHNaLKkn0koqTaOoa0t4rN9aV6kHjK1AOgjJoOTxAUH3lOKZEcX/87bDwZTggS6L5BqDhvWwOy751Zji3JwitcYxoRMFxY6ouERxeDsxMzNDe1uWgN+/1bvye8lagpQ/ZplSjxCiE5jQWmshxN2YMtKMMMXofwSOaq3/z8ue0zXfswLwSeCdNe+9h4fHtsUnBalkgnKpRCQcpuZonhl1eWvmyoRoyIKqC2/Nao7mXXoiip0xwd3tm2MsuEAyIPhY/8bXHX4w6FJuwh/vteiJrD8gEwKqjgn8bGnE7wZiZtz48IziSM7hgS7JfR0bexzbQxDzwamCXnNmq9CAvvT2ClBOFRQnCoqbYw2cZpNwOLzVu/R7y6q+jUKICPAB4G8W/exfAWit/x54AvjXQggHqAJPzgcs7wX+BHhbCPHm/FP/F631j4H/XQhxG6bcc27xtj08PH43iMViDA0NMVV1+dmwMXO7ISXoDAuSfjNG3BEWSDTTNZitw3BZMVzS/HLUaIdssmzJhjNe0ZydM14x1xKgAOxLSE4VXI7mFHsSkpAtaAsJHu21uKdd8vSIy6/GFGMVzScGrFX7AS2m5mhsyYrZHiEEB1OS16YUFUcvKSu/HGrev2iraSrNeEXP9yVp3prRZBsF+lJprwdlC1lVkKK1LgOZy37294v+/R+A/7DE855nmfNPa/0na9pTDw+P6w5hWdTw8cKpOYadCB/ZYXFrZqkLvqA3Cr1RuCVzcfR4vfIdcw3jJvzYgLWlGiBLcSKvELDMcVgbUVsjgB+dVwgUH+iV3JqRWFIQ8wv+YMCiZ0rx9Ijp+fnoDmvNGZWnhlzOFDXtIcGOqODWrCThv3Ibt6Qlr0wqXhxXPNK7+pJPW1AwVFJovblZs8spNOBLJ41ITjYIvREICJfYVqnceQCe4qyHh8cGYglBV1uK29UM7++I0R1d/cIcWWVfSM0xmYmRsqapNJYQHM8rGgpydejcZpn6U0VFV1i0pLE17hf4pfEc0sDPhhUvTSje02VxY0pcKAFVXXhhXFFzXR7stsguY1GwFLdlJWFbc3ZO8cKE8VnanTABS9ASBCwjs58NCXojgpOFtQUp+5OCX44aW4T+KBzPa96eVTzYbdEe2rygJeGHT+20GC6bc8mnagQs1yv1bDFekOLh4bGhBG2LAM2Wqs+CGRN+N2caRZvKaJwEJDS1pi1oFFY3c5FbDXVXM1mF93S2Zr/GqyZA+dROi0zQ+PC8MK74yXmX16fg4R6LvqjggU5JQMKvxxQnCw43pwUPdVurCgQHYpKBGIBFvq55eVJxuqA4VbjYWySAsG0CpZoD50suXWF5iUz/ctzRJnl2VPHmtOLnQ5qZuulvmWvoln1+rjI+RgdSywfJPinYlxTsS5r/z842UCrilXq2GC9I8fDw2FC01kgpW6LfUXc1x/OaUwXFyYKRk++JCB7slvSExbp6LjaTs0VzDPoirdnPkbLGL2FPwpgtRmx4vF8yWtE8NaT46imXoGVKaO/plNw0X5J5dUpxvuTwx3vsNU3/JAOCD/VZ6F5JzYW6C6WmCQCKDc1YRVMDvnxSYQvFo70WAzFhjA2XKeX4pKArZBSCE374gwGLA0mx5tJP3dX8YtjlQFJeYQz4xrQpef2JX9MTuXqWp+oo6vU6kUhkTfvg0Xq8IMXDw2NDCYVC+P1+zk3k2NWVWVffwUTFZE0OTyvqCvzSmObtiAn2JgTWFvYyrIXTRWXKIy3SYHG1EYN7c1oxXFIcz4MLJP1wR1YQsATjFc0rk4rTRcWdWaPCuy8p+Nopl6+ddviz/TbBNfbtCCEI2UaALRkw/URgHI3fmtG8p0Nyqmj6YMAEko/1Lz8OHQ8Icg3NXx6w8a+zh8iWJmgbnHP5y6i4pBfplrTgaA7enNb0XCXuaLiaw8N5umWTaDS6rn3xaB1ekOLh4bHhZNvbGR8do1QKEIutztpea1MaeWHC5XheIwXsiZux5M7w+mTktxKtNSfyml3x1gVVnSHBW2h+NqzwCQj74FCb4HQRXp7UgCZiwycGJL8eV/xsWPHsqOJj/RZ/uNviqSEXfwurGXe1Wdyc1vRFJe/pkoyWTXbl+XHFPx13+KM99hVlP601Z4rmuKw3QAHT//SxfosvnXB5Y0pxX+fFjEnAlrSFFEdymkd6NMEV+oGeH23S4+SpJHu8Us82wAtSPDw8NpyAz0c6nSKXyxEKhbDt5S89WmtOFzW/HnOZqJpek/d0Sg61yZY0m54pKiL25ouHzdZN/0grlVXvaDPGd66GoZIpabwyqTmYktzZJmi6MFTW7E9K9iclYxUz9TRa1ry/x+IL+8WarQNWoi0kWBjolELQGzVZlt1xyVdPOfzLCYcndluXHIMjOZMN2rdOa4DF9EQkd7QZ5d3eqKBvUaP27VmLwzMO7+YUdy7jGJ2va0QlR80f4oa0J962HfCCFA8Pj00hGo3SaDQYGxujs7MTn+9SqXytNcNlzYvjijNzmqAFH+yVHEhKwi1SgD0/p/j6aRefhP/xFntTR14XWnJanQBqm28u7Qxb9EQEvx5T/HZa8dqUmVg5kDQ9Kt1hQXdE8if7BAt2SpvVw5MOCv5sv81XTjl864zLwz2a2zISpeHlSZd0AA4mW7Mv7+uyOFlw+P45lyf3CDLBheMjSAWM4NydbZc+x9WawxMNqsVZMrJONtu7qqZfj43HC1I8PDw2BSEE6bQRxhoeHiaYyDDlhrg5a4KFnw4p3pxRBC2TObm7XbZc42TBN/C+DsHpomakrOiNiCsaLTeCBbmNjfQu7I5I/miPpKlMg/GRWcXLk4qXJ03Akg4YsbfdcYHf0mQC11ZiWQsRn+CP99h8/5zLT4cU5+ZM4DRZhcf7167fshx+S/CpnTZfPeXwzydMc/BCiWl/QvLypKLqaEK2wFWaNybq6OocUbeE8sXo6WgnE/a0UbYLXpDi4eGxaQghSCaThEIhRienCTWnKQXbKMkIb84odscFH95hEdsg75yjOWNm9+sxjcY0dR5Ibk6QsnBj7m6CS7FPCm5KC25KSypNzcmi5kxRka9rXp/SvDJpHvf5vRa90c3LGER8gif3WLw8qXhuVHEyr+mLwMFUa/ehI2wyN18+6fClkw6P9VvsS0oOpCQvTSq+f7pOX6hJyucQKefBHyaV7eGGuFfi2W54QYqHh8emIoQgGAwy0NdDvV5nfGyM52s+En6LezvEhgUo50uKt2Y1e+OQDkp6IoJdcbGhmY3FLLxM1dmc11sg7BPcmhEXFG7rrma4pHE0F0ohm4kQgns7LKK25ldjmo7w2seNV0MyIPjT/TbfOuPy7bMu+5OKO7KS/eEaB6xp8lUfUks6u7pIRIItf32P1uAFKR4eHluCFIJQMEgoEiVbK2H5k/RFNy7N/sthoxnysQGLoHUxc7JpF0GtifpgsrpJUdEyBCzB7sTKQcFQSfHOrOKRHmvDykE3ZWzezTmcKpiJm40IVKI+wWf3Wrw8Ycpep/JNPhydIe/LcM+uKEJsTIDk0Tq8IMXDw2NrsQMERJn7Ozam5KK15q0ZRdWFmguuErCJLQfn5hQvjCuGSkZ8bjPKPdfKREVzeEYzVHL4UJ9FfwsnkhZzS0byvXPGGfvW7MYECz4peG+XRdKvKE1PUdAh7u2NeuPF1wnep+Th4bGlhG3YEdb0t0jgbDFaa75/zuUnQ4rwvBpreBNvzYZLiq+fcpmpaQ61SbrCxshuu3Oo3eKP91goDV855fK9sw7niqolqsGLOZAU8xNJLk21ccFbvq4Zm5pFS4s7d7ZhW97Sd73gfVIeHh5bSjAYxHLrOE5rmzW0NlorR/OadAAe6JLckG7dFMlqSAYEPVHBXx60eaTXoissma3D9BaXfFZDf0zylwdt7uuQnC5qvnra5ZtnXKZrrdt3IQTv65KUHHh39srtni44nM41OTVTQ2u9piCp4WpGS+a5r5/P0WHVGOjMEvJ5y971hFfu8fDw2FKEEBf8fdaD0hrBpd4wExXNl0851F3jgpyrwddOK9pDii8c8C2/sRYT9Qk+t/fiZfbudskb04ozc4psaPuPufqk4MFui/d0Sn47rfj1mOIfjzrc1S55qFu2RAhuR9R4+5wsKG7LSlylOJFr0izOElaVC5/t8YJNzrHZ2xEjGQkhpbxwzmitqTQ1wqnRbDZpNBoMFprEqOEKm5SQxNNtdMU277P3aA1ekOLh4bGlSCkvBCqrpdTU/HZacaaomahokgGj5Lo7LrAkvD7pUneNGNwtGYkGXp1UTGxxBiMyv0ZuYGXjCrTW5OpGuTfmX68vjuCudosb05JfjSpemVSMljWf2GkRvcZpLCGMbsub0y4vDddxq3N0yjI+y08+2MEN7SF8UlCpVAiU61SLeUq5GbTWBINBqvUG2nVASqRlEwkG8Pv9ZBIBfMF2OiMWllje4NBje+MFKR4eHluKZVlEIhHm5uZIpVJLPkZrzbs5zbuziuGypqmM+HomaByAyw68NaN4Y9o8Pu6DgDSZjIUF6v7Orc9cDJeMweBkRaG13JSFUwP/cNThnnbJQz3XdgzCttGx6Y0Knjrv8k/HHT6z276gertWKk3Fkek6nc1ZPhmr0azbtKWi+CJ9JIK+S45PIhYlEYsCGQCazSb1ep1w3CIWCtBsNvH5fBeyK8lreqce2wUvlon31wAAGn1JREFUSPHw8Nhy4vE4Y2NjJJPJKxbufF3z9IjLyYImFYCb0pKkH/YmJOlFOh81RzNVMxM0xTq8NGn0Me7ISh7plVvulKy05pkRhdJwJA+hEcWjPRsfqEgh6AoLThQUD3a35vVuSkvagoKvn3b4/447PNgtuTWzNoXgfF3x9vkp0lSZERH6etqJB+1Vf04+n+8Sa4VAILDm9+Gx/fGCFA8Pjy0nEAgQCASYmZkhm81e+PlQSfHN0y5NDQ/3SO5qW36RDdqCvgX11CgcTAu+edrl7RmFozSP9FoXFtEXxl0cBe/rNpmFhqt5dlRxqM1kZRYb07WKwzOKqRo8PiAZKcPrU4qoD7rCxl9mo0TsAO5ok/xw0OV0UbPnKhopq6UjLPiLAzY/Oe/yzIji+THFrrhRud15FafnQs3lt0OzxHWdZFcvN8a8pchjabwzw8PDY8sRQtDR0cHQ0BBFESIcDPH8hOLUfPbkyT02iTX2U1hCYEvTB/LWrObcnMNADPxS8Pq0JukHvwWpgGCmqnhjWnMsbxRh/+qgaLka6yuTiu6w4GBScjAJubrm5QlFw+XCe1xvz8jVOJgS/GoUnhlx6YuKVWc8lNYUG2ZKaSmiPsETuyzOlzTvzJrP61jeiObtTwp6I5IDKXGJWd9s1WVwYoasrBPNdNLjBSgeKyBaPfe+kRw6dEi/9tprW70bHh4eG0Q+n2dmZoazjSiHGynuarO4u10StNe3eFcdTcCC8yXNd8+6KG0M/rIBmKhdfJyY/9MRhvd2WuyKt1aJdKKi+eJxh4d7JHe3m+zNaNnlq6cUloDqfKDyVwfsDXMmHpxTfPWUSzIAB5OSezquXp754aDD+TnNZ/faywYqi2kqzZmi5mjONDU3lOkP+sP5vpWaq3n19CRJq8Huvi7Cfi9A8QAhxOta60NL/c47Qzw8PLYNiUQC5Q+jJ8e5qaNGZzp+TdsLzQc3AzFBJqiYrmk+vdNiV1xSczSFhllYy01NzdXcml35kqjmJ2XKTU1X5NIMwXJorfnNuIsUcFPqYhmpO2JxawbemFZIIFeHt2c1t22Q8mp/TPLELnhxQvHChGK4rHikx6YjvPzrHWqzeGfW4ZVJxQf7rt5065OC/UnB/qREa835khHT+85Z02D71kSVjKiQaO/zAhSPVeGp2nh4eGwbhBCkw36yyTg0Ki3d9sf7LWI++O5Zl3xdE7QFHWFBb1SyP2WtGKBUHc23zjj8+8MO/3DU4cunXPL11b3uCxOKEwXNg12S8GV9JzvnDQ7bQmALeGnCZaSsruVtrsjuhOTz+2x2ROB8Cb51xsFZYR66M2zGg9+eVZSaa8u6CyHoj0keG7AoNeGfj9VJ1yfJ+dL0eiUej1XiBSkeHh7bjlAoRK1Wu/oD10AqIHhil40AfjDoolZZ6tZa860zLmeKmtuzko/tsHhyj0XCf/Xnjlc0vx5THEwK7m6/8nK70OjbGRZ8YsCi6sB/O+HypZMOR3KKqrO+cvxwSfH/Hm3y6uTS7/PuDgsLONQmsa+SDbq/U9JUMFRa377siArua9fcE5yibEW4v//asmMev1944ayHh8e2w+fz4bous3MV0rFwy7abDAg+0Gfxw0GX50YV719BN0Rpzbk5zZGc0WZ5sEty3xq1VqI++OgOi53L9Lj4pCAdMM26e5KSfx0VHJ5RvDal+P45F7+Eh7old7St7XUDliBoCZ4eURzJKdIBQdUFrSFomWbiqB9+M664MS2JLDFZtNCv2B4SCGCqqjl4mYxNqak5PFGnXq2AatIZlkw2bIS0aDSbtIckym2SaJaZklHu3pFpiUqtx+8PXpDi4eGx7ZBSEozEyOdyLQ1SAG5MCU4VBC9PKmwJ7+28cqy55mi+dda9kD2wMdM5fVFTHlotUZ/glszKi3JbSDA5r4QbtAX3dFjc1S4ZLWtemVSXaMGslraQ4Mk9kq+echmvmh6asE8ggUJDUyzAQpLmG2ccPrbDNLYuBCZTVc2p8RyWW6eqLe4MQqkc4ulTLsp1EUIgtUuIBknZJEcIfH6kBZZbx3IVUtgI5ZIOWTTjXTyQCngBisea8YIUDw+PbUkqHmVycvKCkmirEELw+ICF77zLb8YV50uaR3osOucbSCermq+fdqg04cN9FvuTgkIDvn3GYaKq6Y22bFcASPgFx/OauqsvTNtIIehdY0C0mKqj+eYZxUgZ3tMpeaDr0kyM0pqpKrw57XKyqPnaiTo3xOrIRgUhICqapHySZjhGo+7SnxAU5wrMuRaW7UNpjRYW0h+nMxvlxtDF/Tyw/kPh4XEF3giyh4fHtkRrTT6fp1wu09PT03JlVq01b81qnhkxPj+744KQDSfyZmz5U7uMa/ECNVeDZt3j0MtxqqD45hmX2zKSD++4dul+V2n+81GHchM+1m9xQ2rlQOe18QZ2cYyatrCCYRpaEvDZ3NAeJrzIMdhR2vPA8dgQvBFkDw+P6w4hBMlkknK5TKVSIRKJtHz7t2YE+xOm9HM8r5iowo6Y4AO91hXiccE1SL6vhT0JyUBMMVhSwLUHKZYUPNhlkQ2KFceLAaarikZhiqoMcf+ethU1Wq7WYOvhsRF4QYqHh8e2RQhBKBSiXq+3PEhZIGgLHuy2eLB76wwIB2KCZ0c1xYYm3gLV2RvTVy8Taa15fbhIm3DZ09+1YSJyHh7XgjeC7OHhsa0JBoMUi8WWjyRvJ3bHzaX43dmN00i5nON5lx7y2PEMcb+3FHhsT7wz08PDY1sTiUTIZrOMj49TrFSpOorleukcpVFa415HvXZgpnH2JgSBTUrmVJqaoYlZ5ghwU0drp6c8PFqJV+7x8PDY9kSjUYQQjI2NIaQkGE/RnY5zoqApNTWWEJwpGmVXgMf6LW5MX1/li0/utDZ8RFdrzURFc3SiSLdVJtnZ640Fe2xrvCDFw8PjuiASiZDp7mOuXKFemOFrE5Jz9eCF3wctuCMrCdvQE1n/wutqzYm8Jmwbv5vNYqODhVO5JoNTRbrkHEklCGY66fn/27uz4Miu+o7j33+v6m5JrWU0WkezeWxsNhsPjocyYWLAgFNAFgw2VcEVkkqApAqTvJiQ4iF5IetDyGKoUImrCMRgzJZAiDEmpIi38eABb+NZ8Hik0b5v3a3ue/LQV0OPRhqpNT3S7dbvU9Wl2+ee2zr/7j6tv849fW5D5b7aLXIlKEkRkarRnIjSnEgzEDJumBjlVU1tHGhLsehBY+zy/9C/OOHxcF+BuTz8cmeI3Q0VavgWcc6R9xxPDmRoWBgmThyXbufqproVV5kVCRolKSJSdTpbGqmPGtPTU6SilVldrW/W49tnCuxMGO/sDbG/cfP+iDvnKrr+yLk5D8/BjwYK1Odn2B+ZYiLazKHetL7FI1VFSYqIVCXnHKHQ5Z+Occ7x+JDHjwY80jF4//4wiUss2PZwXwHPwTt2Xd4sV8/zmJ2dZWZmhkwmQzQaJZVKUVdXRzQaJRQKEYls7CN6LAP/+UqB18Sn6I7MY02d3NJWt/aBIgGjJEVEqtLi4iLhSOSyRyEe6S9e0O/aJuNtPZdOUADGMo65RcflLLzmeR79/f1EIhHS6TSdnZ3kcjnm5+eZmpoin89TKBQIh8Mkk0lSqRTxeHzdSdmBNOyNL7A3OkuirZN9TfENt1VkKylJEZGq1NjYyNn+fpxz7GhtJRwuL2lY9ByP9nscHfW4sS3E27ovvtDgSvY3Go/0O8YyjpDB2VnH61pXTh6yeY+RDBddg2dkZIRIJEJHR8f531lXV0dd3S9GO5xz5HI55ubmGB0dJZfLEYvF6OzsXHOE5alzGV4THWOxfievVoIiVUxJiohUpWg0yq7ubsbHxxkZGaGjo2Pdx07nHA+ezjO8AG9sC/Er60xQADr9peYf7S/w8xlHfZQVk5Rzcx4PnS4wn4ePvcao9yeq5vN55ufn2b179yV/p5kRj8eJx+O0tLTgnGN0dJSpqSlaW1tXPe7oUJam7DCTsVbe1KE1UKS6aTE3Eala0WiUtrY2MpkMZ0enGZhZXPOYoXnHF0/kmczCHfvCvLVn5fVJXpr0+NrpPAv5CxeGa4hCKgKnph3XNRsfPLDy/3pNcSMdL37rqPQx5ubmSCaTZc+nMTPS6TQzMzOrLmY3kXUsTI4yFarn5t4GXQxQqp6SFBGpaqFQiPb2duZnp1kY6WN6enrVuhPZ4giK5+Cuq8LsT6/+EfjChMfAnLtoFdhnJxxzeXhHT4hf3R254EKE2YLj30/mebS/QDJiXNccYjIHUKwzOZ9jfHycpqamDcUai8UIhULkcrkV9x8fy5IO5XjdrhbCSlCkBuh0j4hUvUQiwYHd3eQXFxkYGGB6eppkMkk6nT4/VyWTd3zpRJ5FD+66KrLmFYJHMo4dCTs/ypIrOB4b8nh8yOPqtHF928VzYOJhoyVuPDns8brWEJ4/4DG2kCdRyDI4MolFG4jHNz5PJBaLkcvlVnyMhWwOXEzX4pGaoSRFRGpCyIxYLEZvby8LCwtMT8/w05cHubq3i5DBg6cLzC7Ch64Jr5mgFDzHaAaubjIKzvHihOPHgwXGs/DaFuPtPStP0p3KOW7aaTw7Dt/vK1Af8bgmNkNhbJqJZJzOlgYaGxs3HGOhUGBhYWHFOSl5z5HPZcmH9LEutUPvZhGpKWZGMpkkG6ojtdDHf52Y5FS2HjN4754wncm1RxnGs8Wf8RB8+USBvjlHcxw+sD/M3saVj3fO8dDpPN2pEK9tDXFs1OOXUlM0xhZItnbS3Ry/7BVxl0aIotGLl7N/ejBHd2iWWGvXZf0OkSBRkiIiNam5LsRgQxvXFgbZmQixr62e7vr1nQY5M+sB8H+DHg64vTfMa1tszW/jdCZD/GTUY1+9xxvi43THFqnf0cXO1OV/1BYKBSYnJ+np6blo32S2gDczwnikgVta9JVjqR1KUkSkZl27I0GmvpPU0BCL49P0zdbRkIjhonWkE7FVk47nxh1G8aKFH7gqQkvd+kZAbu0OcW7eo7Uwwc4EtHd2k4pd3sq0S8yKSdLCwsIFIymFQoH5sSGa6sL0drVU5HeJBIVmV4lITaurq6O3t5d0cyupeISFTIbRwXMcH55bsf7PpwpMZYvf6vng1WsnKANz3vmvBMfCxsF0ls5Iho4drRVLUKD4Laauri4mJiYYHx/HOUehUODcuXPEYjFe1dtBKqqPdKktGkkRkZpnZjQ3JIHi4mYj0wvMjg3y8ohjT9svLnU8MO/x9ZeL1/C5Y3+YxtilE5TBecf9LxW4YUeI23qKC8JNzmdJhJJcWx+reByxWIzu7m6Gh4c5c+YMAA0NDbS0tGhNFKlJSlJEZNtpa0yQL7SRmRqFtgamco7nxz0eG/JIROCO/ZE1ExSA9kRxxdqnRjwyecfhrhCtUY98oXDF2h6JROjq6jq/VkosVvlkSCQolKSIyLYUyWfwCgXGF/J88YRjvgC99ca794RpiK5vVMLMuLU7RDwMjw15DM9leUtihvrmzivceiUnsj0oSRGRbSnVmGY2k2X83CvcmgyTaGxm/87y1zAxM27pDNOdMk72jzNlKd7YkrgCLRbZfpSkiMi2lIxH2dPThed5zC1kGBsZZmamuMZKuVdUBpjL5NgVmyfV2n0FWiuyPa05FdzMrjGzZ0pu02Z2z7I6h81sqqTOp/3yXWb2qJk9b2bPmdnHS45pMbOHzeyE/7O58uGJiKzOzAiHwzTWp2hvb2d6eppXXnmFsyOTHB9f+2KFpWKLM8yHUuxK6zSMSKWsmaQ454475653zl0P3AjMA19foer/LtVzzv2ZX5YH/tg5dx1wM/AHZnadv+9e4BHn3AHgEf++iMiWSCaTdHd307ijg0xmgdBEHy++MkQ+n1/z2FMTOULZOfa3pzehpSLbR7lfqn8rcMo5d2Y9lZ1zA865o/72DPACsDQW+l7gfn/7fuDXymyLiEjFtTYkuKqngz29PTjncezlIeYWV/+2zqnxLDNjQwy7ehoTGkURqaRyk5Q7gS+vsu+QmR0zs++a2auX7zSzPcANwBN+UbtzbsDfHgTaV3pQM/s9MztiZkdGRkbKbK6ISPnMjGg0SuuOnexMhJgZGzm/YNsSzzmODWfxJvppS6e4oVdrlYhU2rqTFDOLAe8BvrrC7qPAbufc64HPAt9Ydmw98DXgHufc9PKDXbH3u+Xl/r7PO+cOOucOtrW1rbe5IiKXbWcqTE9XB4v5POfGpoDihQRz+QI/ODFBcqafkVATXTuaSWi1V5GKK+fbPe8CjjrnhpbvKE08nHPfMbN/NLMdzrlRM4tSTFD+zTn3UMlhQ2bW6ZwbMLNOYHijQYiIXClmRlNzC0PDwxyZzpKyPFG3SGsoTKSlm0NNq18DSEQuTzlJyl2scqrHzDqAIeecM7ObKI7QjFmx534BeME597fLDvsWcDfwGf/nN8ttvIjIZmhIJZloaCWdzZJOJohFY+xNxQkrORG5otaVpJhZCng78PslZR8BcM7dB7wP+KiZ5YEF4E4/YbkF+C3gZ2b2jH/onzjnvkMxOfmKmf0OcAZ4f4ViEhGpuN4dDUDDmvVEpHJs+WSwIDt48KA7cuTIVjdDREREKsTMnnbOHVxpn2Z6iYiISCApSREREZFAUpIiIiIigaQkRURERAJJSYqIiIgEkpIUERERCSQlKSIiIhJISlJEREQkkJSkiIiISCApSREREZFAUpIiIiIigaQkRURERAJJSYqIiIgEkpIUERERCSQlKSIiIhJISlJEREQkkJSkiIiISCApSREREZFAUpIiIiIigaQkRURERAJJSYqIiIgEkpIUERERCSRzzm11G9bNzEaAM+uougMYvcLNCSLFvf1s19i3a9ywfWNX3LVrt3OubaUdVZWkrJeZHXHOHdzqdmw2xb39bNfYt2vcsH1jV9zbk073iIiISCApSREREZFAqtUk5fNb3YAtori3n+0a+3aNG7Zv7Ip7G6rJOSkiIiJS/Wp1JEVERESqnJIUERERCaRAJSlm1mRmD5rZi2b2gpkdMrMHzOwZ//aymT3j191jZgsl++4reZwbzexnZnbSzP7OzMwvbzGzh83shP+z2S83v95JM/upmb0hILFfb2aP+/EdMbOb1mqvmd3tx3fCzO7e6HMS0LgPm9lUyWv+6ZLHeaeZHffju7ekfK+ZPeGXP2BmMb887t8/6e/fs5lxXyL215vZY/5r9W0zayyp/0m/vcfN7B0l5VUVezlx11I/N7NrSuJ4xsymzeyejbS3mvr5BuKuiX5+ibjvMLPnzMwzs4PLjqmJPl5RzrnA3ID7gd/1t2NA07L9fwN82t/eAzy7yuM8CdwMGPBd4F1++V8C9/rb9wJ/4W/f7tcz/7gnghA78N8lbb8d+OGl2gu0AKf9n83+dvNGnpOAxn0Y+I8VHiMMnAL2+Y9xDLjO3/cV4E5/+z7go/72x4D7/O07gQcC8po/BbzFL/sw8Of+9nV+XHFgrx9vuBpjLzPuPdRQP1/2nh0EdpfbXqqwn5cZ92FqqJ+vEPe1wDXAD4GDJXVqpo9X9Lnb6gaUvEBp4Of4k3lX2G/AWeCAf38PK3x4AZ3AiyX37wI+528fBzpL6h33tz8H3FVyzPl6Wxk78D3gAyVxfOlS7S2NtbTeRp6TgMZ9mJU/vA4B3yu5/0n/ZhRXaowsr+f/jkP+dsSvt+J7b5Njn1oqA3YBz5fGtOw5OlRtsW8g7j3USD9f1v7bgB9vpL1UWT/fQNyHqZF+vlLcJWU/5MIkpSb6eKVvQTrdsxcYAf7FzH5iZv9sZqmS/W8GhpxzJ0qP8ev+j5m92S/rBvpK6vT5ZQDtzrkBf3sQaC855uwqx2yG1WK/B/grMzsL/DXFN+al2nup8nKfk81QbtwAh8zsmJl918xe7ZetFncrMOmcyy8rv+AYf/+UX3+zrBb7c8B7/Tp3UPyDfUF7fWu95kGNvdy4oXb6eak7gS/72+W2t9r6ean1xA2108+XlMa9mlrp4xUVpCQlArwB+Cfn3A3AHMUhwCV3ceGLPAD0+nX/CPiSlZy/X4srppjusltdGavF/lHgE865XcAngC9cyUZswXNSbtxHKV7j4fXAZ4FvbGJbK2212D8MfMzMngYagNzWNfGKKDfuWurnAPjzBt4DfHX5vs1o71Y9J2XEXUv9/JJxy9qClKT0AX3OuSf8+w9S/DDDzCLAbwAPLFV2zmWdc2P+9tMUz9ldDfQDPSWP2+OXAQyZWaf/mJ3AsF/ez4X/uZUesxlWi/1u4CG/7KvATf72au29VHm5z8lmKCtu59y0c27W3/4OEDWzHawe9xjQ5L9/SsspPcbfn/brb5YVY3fOveicu805dyPFpPzU8vb61nrNgxp7WXHXWD9f8i7gqHNuyL9fbnurrZ8vWVfcNdbP4eK4V1MrfbyiApOkOOcGgbNmdo1f9FbgeX/7bRTPtZ4fyjSzNjML+9v7gAPAaX/4cNrMbjYzAz4EfNM/7FsU/wDi/ywt/5AV3QxMlQxDXnGXiP0c8Ba/7FZg6VTXau39HnCbmTVbcab8bRTPUW7kObniyo3bzDr89mPFb/yEKHa8p4AD/kz3GMWh1W/5/509CrzPf6zlr/lS3O8DfuDX3xSrxW5mOwHMLAT8KcXJcEvtvdOftb+X4vv9Saos9nLjrqV+XmL5qHC57a2qfl5iXXHXUj/3LY97NTXRxytuqyfFlN6A64EjwE8pDvEtzVj/V+Ajy+r+JsXz2M9QHB58d8m+g8CzFP/r+nt+MSGvFXiE4h+97wMtfrkB/+DX/xklk5m2MnbgFuBpirO5nwBuXKu9FIfNT/q3397ocxLQuP/Qf82PAY8Dbyp5nNuBl/z4PlVSvo9iRz9JcVQm7pfX+fdP+vv3BeQ1/7gfx0vAZyiZ7AZ8yo/vOP63Nqox9nLipvb6eYriH9x0SVnZ7aX6+nk5cddMP18l7l+nOKKYBYa4cFJsTfTxSt60LL6IiIgEUmBO94iIiIiUUpIiIiIigaQkRURERAJJSYqIiIgEkpIUERERCSQlKSIiIhJISlJEREQkkP4fFFqePyF811gAAAAASUVORK5CYII=\n",
            "text/plain": [
              "<Figure size 720x720 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": [],
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "l71GkG5EagvN"
      },
      "source": [
        "# Interativos"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "lbjsd-XmaiVO"
      },
      "source": [
        "import folium\n",
        "from folium import Choropleth, Circle, Marker\n",
        "from folium.plugins import HeatMap, MarkerCluster"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "oj4zxkgO8M2C"
      },
      "source": [
        "## Setores do planejamento"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 204
        },
        "id": "NZG7T9aghpce",
        "outputId": "db754d42-31c8-471e-c1bc-51c114eb888c"
      },
      "source": [
        "setores_planejamento.head()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Id</th>\n",
              "      <th>SETOR</th>\n",
              "      <th>setor_num</th>\n",
              "      <th>geometry</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>0</td>\n",
              "      <td>7</td>\n",
              "      <td>7.0</td>\n",
              "      <td>POLYGON ((696156.828 7535697.556, 698348.933 7...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>0</td>\n",
              "      <td>8</td>\n",
              "      <td>8.0</td>\n",
              "      <td>POLYGON ((698707.646 7533351.394, 698698.358 7...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>0</td>\n",
              "      <td>9</td>\n",
              "      <td>9.0</td>\n",
              "      <td>POLYGON ((699421.032 7535405.640, 699385.864 7...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>0</td>\n",
              "      <td>12</td>\n",
              "      <td>12.0</td>\n",
              "      <td>POLYGON ((700262.856 7531298.519, 700383.241 7...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>0</td>\n",
              "      <td>11</td>\n",
              "      <td>11.0</td>\n",
              "      <td>POLYGON ((700262.856 7531298.519, 700545.245 7...</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "   Id SETOR  setor_num                                           geometry\n",
              "0   0     7        7.0  POLYGON ((696156.828 7535697.556, 698348.933 7...\n",
              "1   0     8        8.0  POLYGON ((698707.646 7533351.394, 698698.358 7...\n",
              "2   0     9        9.0  POLYGON ((699421.032 7535405.640, 699385.864 7...\n",
              "3   0    12       12.0  POLYGON ((700262.856 7531298.519, 700383.241 7...\n",
              "4   0    11       11.0  POLYGON ((700262.856 7531298.519, 700545.245 7..."
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 166
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 956
        },
        "id": "UPfRO3oqcunC",
        "outputId": "f7915cd9-bd68-4fb4-b09b-95b4b6f0fe74"
      },
      "source": [
        "# Create a base map\n",
        "m_2 = folium.Map(location=[-22.37652,-49.05083], tiles='OpenStreetMap', zoom_start=20)\n",
        "\n",
        "# Add a choropleth map to the base map\n",
        "folium.Choropleth(geo_data=setores_planejamento, \n",
        "              #  data=plot_data,\n",
        "          #  data= dados, \n",
        "           columns=['SETOR', 'geometry'],\n",
        "           key_on=\"feature.id\", \n",
        "           fill_color='YlOrRd', \n",
        "           fill_opacity=0.2,\n",
        "            line_opacity=0.9,\n",
        "           legend_name='Setores de Bauru'\n",
        "          ).add_to(m_2)\n",
        "\n",
        "\n",
        "# Display the map\n",
        "m_2"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><span style=\"color:#565656\">Make this Notebook Trusted to load map: File -> Trust Notebook</span><iframe src=\"about:blank\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" 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            "text/plain": [
              "<folium.folium.Map at 0x7f071e27c810>"
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          "execution_count": 222
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    {
      "cell_type": "code",
      "metadata": {
        "id": "RVkQB0tY7Bft"
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        ""
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
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        "outputId": "b47a62e1-9e0d-4856-8ca2-0e1f72f1eaf2"
      },
      "source": [
        "perimetro_urbano_2018.head()"
      ],
      "execution_count": 225,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
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              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>TIPO</th>\n",
              "      <th>Area_ha</th>\n",
              "      <th>geometry</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>Perímetro Urbano</td>\n",
              "      <td>20199.08</td>\n",
              "      <td>MULTIPOLYGON Z (((696526.514 7521914.041 0.000...</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "               TIPO  ...                                           geometry\n",
              "0  Perímetro Urbano  ...  MULTIPOLYGON Z (((696526.514 7521914.041 0.000...\n",
              "\n",
              "[1 rows x 3 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 225
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "LcI9_3y-7CJ9"
      },
      "source": [
        "## PERIMETRO URBANO"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "Z7sUjzqc6RX1",
        "outputId": "da61c32a-2e47-4577-c25c-34b7040ac51b"
      },
      "source": [
        "# Create a base map\n",
        "m_3 = folium.Map(location=[-22.37652,-49.05083], tiles='OpenStreetMap', zoom_start=12)\n",
        "\n",
        "          # Add a choropleth map to the base map\n",
        "folium.Choropleth(geo_data= perimetro_urbano_2018, \n",
        "              #  data=plot_data,\n",
        "          #  data= dados, \n",
        "           columns=['ID_OBJETO', 'geometry'],\n",
        "           key_on=\"feature.id\", \n",
        "           fill_color='YlOrRd', \n",
        "           fill_opacity=0.2,\n",
        "            line_opacity=0.9,\n",
        "           legend_name='Setores de Bauru'\n",
        "          ).add_to(m_3)\n",
        "\n",
        "\n",
        "# Display the map\n",
        "m_3"
      ],
      "execution_count": 230,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><span style=\"color:#565656\">Make this Notebook Trusted to load map: File -> Trust Notebook</span><iframe src=\"about:blank\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" 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onload=\"this.contentDocument.open();this.contentDocument.write(    decodeURIComponent(this.getAttribute('data-html')));this.contentDocument.close();\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
            ],
            "text/plain": [
              "<folium.folium.Map at 0x7f071e290850>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 230
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "8Bg_i2q27UDx"
      },
      "source": [
        "## MANCHA URBANA"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 80
        },
        "id": "_wlZPy0R6ctp",
        "outputId": "aadee906-63fc-4f06-8d36-7c519d89758d"
      },
      "source": [
        "mancha_urbana.head()"
      ],
      "execution_count": 223,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>ID_OBJETO</th>\n",
              "      <th>NOME</th>\n",
              "      <th>NOMEABREV</th>\n",
              "      <th>GEOMETRIAA</th>\n",
              "      <th>geometry</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>1575.0</td>\n",
              "      <td>Bauru</td>\n",
              "      <td>Bauru</td>\n",
              "      <td>Nã</td>\n",
              "      <td>MULTIPOLYGON Z (((695882.815 7522311.554 0.000...</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "   ID_OBJETO  ...                                           geometry\n",
              "0     1575.0  ...  MULTIPOLYGON Z (((695882.815 7522311.554 0.000...\n",
              "\n",
              "[1 rows x 5 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 223
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "pgLAUA3C6wDr",
        "outputId": "1f54fccc-42d6-4d3b-c832-66560f042e6b"
      },
      "source": [
        "# Create a base map\n",
        "m_4 = folium.Map(location=[-22.37652,-49.05083], tiles='OpenStreetMap', zoom_start=13)\n",
        "\n",
        "          # Add a choropleth map to the base map\n",
        "folium.Choropleth(geo_data=mancha_urbana, \n",
        "              #  data=plot_data,\n",
        "          #  data= dados, \n",
        "           columns=['ID_OBJETO', 'geometry'],\n",
        "           key_on=\"feature.id\", \n",
        "           fill_color='YlOrRd', \n",
        "           fill_opacity=0.2,\n",
        "            line_opacity=0.9,\n",
        "           legend_name='Setores de Bauru'\n",
        "          ).add_to(m_4)\n",
        "\n",
        "\n",
        "# Display the map\n",
        "m_4"
      ],
      "execution_count": 228,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><span style=\"color:#565656\">Make this Notebook Trusted to load map: File -> Trust Notebook</span><iframe src=\"about:blank\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" 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              "<folium.folium.Map at 0x7f071e561d10>"
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          "metadata": {
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          "execution_count": 228
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      "cell_type": "code",
      "metadata": {
        "id": "SF3TPhtB8GGa"
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      "source": [
        ""
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    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "4GPGRy3n8GuB"
      },
      "source": [
        "## Outros"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 204
        },
        "id": "y8Zj3y7hjcyq",
        "outputId": "33fb2b8a-044b-4b55-f40f-d4571984bc96"
      },
      "source": [
        "cursos_dagua.head()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "      <td>LINESTRING Z (692938.436 7529389.433 0.000, 69...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>4</td>\n",
              "      <td>Rio</td>\n",
              "      <td>None</td>\n",
              "      <td>Bacia Batalha</td>\n",
              "      <td>APA</td>\n",
              "      <td>1</td>\n",
              "      <td>83.62</td>\n",
              "      <td>Classe 2</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>152601.229838</td>\n",
              "      <td>6.719439e+08</td>\n",
              "      <td>LINESTRING Z (692938.436 7529389.433 0.000, 69...</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "   FID_cursos  ...                                           geometry\n",
              "0           0  ...  MULTILINESTRING Z ((692006.433 7529585.604 0.0...\n",
              "1           1  ...  LINESTRING Z (691831.056 7529513.153 0.000, 69...\n",
              "2           2  ...  LINESTRING Z (691933.940 7529639.565 0.000, 69...\n",
              "3           3  ...  LINESTRING Z (692938.436 7529389.433 0.000, 69...\n",
              "4           4  ...  LINESTRING Z (692938.436 7529389.433 0.000, 69...\n",
              "\n",
              "[5 rows x 13 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 194
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 341
        },
        "id": "j0L7YpkMsfP_",
        "outputId": "cdc23b00-ba31-4648-f6b3-0b65c0488aa2"
      },
      "source": [
        "folium.PolyLine(cursos_dagua).add_to(m_2)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "error",
          "ename": "RecursionError",
          "evalue": "ignored",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mRecursionError\u001b[0m                            Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-195-41dd68837a96>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mfolium\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mPolyLine\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcursos_dagua\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd_to\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mm_2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/folium/vector_layers.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, locations, popup, tooltip, **kwargs)\u001b[0m\n\u001b[1;32m    146\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlocations\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpopup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtooltip\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    147\u001b[0m         super(PolyLine, self).__init__(location=locations, popup=popup,\n\u001b[0;32m--> 148\u001b[0;31m                                        tooltip=tooltip)\n\u001b[0m\u001b[1;32m    149\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_name\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'PolyLine'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    150\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0moptions\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_parse_options\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mline\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/folium/map.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, location, popup, tooltip, icon, draggable)\u001b[0m\n\u001b[1;32m    256\u001b[0m         \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mMarker\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    257\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_name\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'Marker'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 258\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlocation\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_validate_coordinates\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlocation\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    259\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdraggable\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdraggable\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    260\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0micon\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/folium/utilities.py\u001b[0m in \u001b[0;36m_validate_coordinates\u001b[0;34m(coordinates)\u001b[0m\n\u001b[1;32m     51\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m_validate_coordinates\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcoordinates\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     52\u001b[0m     \u001b[0;34m\"\"\"Validates multiple coordinates for the various markers in folium.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 53\u001b[0;31m     \u001b[0;32mif\u001b[0m \u001b[0m_isnan\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcoordinates\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     54\u001b[0m         raise ValueError('Location values cannot contain NaNs, '\n\u001b[1;32m     55\u001b[0m                          'got:\\n{!r}'.format(coordinates))\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/folium/utilities.py\u001b[0m in \u001b[0;36m_isnan\u001b[0;34m(values)\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m_isnan\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;34m\"\"\"Check if there are NaNs values in the iterable.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 79\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0many\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0misnan\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mvalue\u001b[0m \u001b[0;32min\u001b[0m \u001b[0m_flatten\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/folium/utilities.py\u001b[0m in \u001b[0;36m<genexpr>\u001b[0;34m(.0)\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m_isnan\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;34m\"\"\"Check if there are NaNs values in the iterable.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 79\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0many\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0misnan\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mvalue\u001b[0m \u001b[0;32min\u001b[0m \u001b[0m_flatten\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/folium/utilities.py\u001b[0m in \u001b[0;36m_flatten\u001b[0;34m(container)\u001b[0m\n\u001b[1;32m     69\u001b[0m     \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mcontainer\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     70\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0m_is_sized_iterable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 71\u001b[0;31m             \u001b[0;32mfor\u001b[0m \u001b[0mj\u001b[0m \u001b[0;32min\u001b[0m \u001b[0m_flatten\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     72\u001b[0m                 \u001b[0;32myield\u001b[0m \u001b[0mj\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     73\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "... last 1 frames repeated, from the frame below ...\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/folium/utilities.py\u001b[0m in \u001b[0;36m_flatten\u001b[0;34m(container)\u001b[0m\n\u001b[1;32m     69\u001b[0m     \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mcontainer\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     70\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0m_is_sized_iterable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 71\u001b[0;31m             \u001b[0;32mfor\u001b[0m \u001b[0mj\u001b[0m \u001b[0;32min\u001b[0m \u001b[0m_flatten\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     72\u001b[0m                 \u001b[0;32myield\u001b[0m \u001b[0mj\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     73\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;31mRecursionError\u001b[0m: maximum recursion depth exceeded in comparison"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 956
        },
        "id": "i72mpPo3jRRp",
        "outputId": "2a83f1ae-e637-41bc-fbc2-7a237125e390"
      },
      "source": [
        "m = folium.Map(location=[-22.3154,-49.0615], tiles=\"Stamen Toner\", zoom_start=12)\n",
        "\n",
        "folium.Circle(\n",
        "    radius=100,\n",
        "    location=[-22.3154,-49.0615],\n",
        "    popup=\"The Waterfront\",\n",
        "    color=\"crimson\",\n",
        "    fill=False,\n",
        ").add_to(m)\n",
        "\n",
        "folium.CircleMarker(\n",
        "    location=[-22.3154,-49.0615],\n",
        "    radius=50,\n",
        "    popup=\"Laurelhurst Park\",\n",
        "    color=\"#3186cc\",\n",
        "    fill=True,\n",
        "    fill_color=\"#3186cc\",\n",
        ").add_to(m)\n",
        "\n",
        "\n",
        "m"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><span style=\"color:#565656\">Make this Notebook Trusted to load map: File -> Trust Notebook</span><iframe src=\"about:blank\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" 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onload=\"this.contentDocument.open();this.contentDocument.write(    decodeURIComponent(this.getAttribute('data-html')));this.contentDocument.close();\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
            ],
            "text/plain": [
              "<folium.folium.Map at 0x7f072108da10>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 176
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 956
        },
        "id": "6zUX3XZLjfFy",
        "outputId": "43231fe6-2802-409c-8f51-1d0d2dc6a691"
      },
      "source": [
        "m = folium.Map(location=[-22.3154,-49.0615], tiles=\"Stamen Terrain\", zoom_start=12)\n",
        "\n",
        "m.add_child(folium.LatLngPopup())\n",
        "\n",
        "m"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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