{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {
        "id": "MaAWzKEdaxgi"
      },
      "outputs": [],
      "source": [
        "import matplotlib.pyplot as plt\n",
        "import numpy as np"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# ==========================\n",
        "# CONFIGURAÇÃO GLOBAL\n",
        "# ==========================\n",
        "\n",
        "# Define tamanho padrão de TODOS os gráficos\n",
        "plt.rcParams[\"figure.figsize\"] = (8, 4)\n",
        "\n",
        "\n",
        "# ==========================\n",
        "# DADOS (REUTILIZÁVEIS)\n",
        "# ==========================\n",
        "\n",
        "x = [1, 2, 3, 4, 5]\n",
        "y = [10, 15, 13, 18, 20]\n",
        "y2 = [8, 12, 11, 16, 19]\n",
        "\n",
        "# Para histograma\n",
        "dados = y + y2\n",
        "\n",
        "# Função matemática\n",
        "x_func = np.linspace(1, 5, 200)\n",
        "y_func = x_func**2 - 4"
      ],
      "metadata": {
        "id": "e68Hhr3va53a"
      },
      "execution_count": 5,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# ==========================\n",
        "# GRÁFICO DE LINHAS\n",
        "# ==========================\n",
        "\n",
        "plt.plot(x, y, marker='o', label='y')\n",
        "plt.plot(x, y2, marker='s', label='y2')\n",
        "\n",
        "plt.title('Gráfico de linhas')\n",
        "plt.xlabel('X')\n",
        "plt.ylabel('Y')\n",
        "plt.legend()\n",
        "plt.grid(True)\n",
        "\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 431
        },
        "id": "9jU8kltea9NE",
        "outputId": "7e8ab257-b756-4da1-efd8-52b3ec5a53ef"
      },
      "execution_count": 6,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 800x400 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# ==========================\n",
        "# GRÁFICO DE BARRAS\n",
        "# ==========================\n",
        "\n",
        "plt.bar(x, y)\n",
        "\n",
        "plt.title('Gráfico de barras')\n",
        "plt.xlabel('X')\n",
        "plt.ylabel('Y')\n",
        "\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 431
        },
        "id": "tlgzeIUga_uL",
        "outputId": "9d090f19-b345-4d5a-ebb2-99664953469e"
      },
      "execution_count": 7,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 800x400 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# ==========================\n",
        "# GRÁFICO DE DISPERSÃO\n",
        "# ==========================\n",
        "\n",
        "plt.scatter(x, y)\n",
        "\n",
        "plt.title('Gráfico de dispersão')\n",
        "plt.xlabel('X')\n",
        "plt.ylabel('Y')\n",
        "plt.grid(True)\n",
        "\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 432
        },
        "id": "ENAInNw3bC5E",
        "outputId": "ca4b30a9-5b60-46e4-aa8e-fe3ddb6245e4"
      },
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 800x400 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# ==========================\n",
        "# HISTOGRAMA\n",
        "# ==========================\n",
        "\n",
        "plt.hist(dados, bins=5, edgecolor='black')\n",
        "\n",
        "plt.title('Histograma')\n",
        "plt.xlabel('Valores')\n",
        "plt.ylabel('Frequência')\n",
        "\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 431
        },
        "id": "U3bHnZ9vbEsY",
        "outputId": "7e718113-e1e3-4681-c2d3-85dc1fcc4752"
      },
      "execution_count": 9,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 800x400 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# ==========================\n",
        "# GRÁFICO DE PIZZA\n",
        "# ==========================\n",
        "\n",
        "# Ajuste específico só para pizza\n",
        "plt.rcParams[\"figure.figsize\"] = (6, 6)\n",
        "\n",
        "plt.pie(y, autopct='%1.1f%%')\n",
        "\n",
        "plt.title('Gráfico de pizza')\n",
        "\n",
        "plt.show()\n",
        "\n",
        "# Volta ao padrão\n",
        "plt.rcParams[\"figure.figsize\"] = (8, 4)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 541
        },
        "id": "XgdROO5zbGQF",
        "outputId": "a059fbb8-bd1a-48ba-eb34-780fbd48d6fb"
      },
      "execution_count": 10,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 600x600 with 1 Axes>"
            ],
            "image/png": 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CAFME0HkE0G1sYymHJYpORBQQLGFSNq8HyPkO2PNVY/FWHRadiE5JAyT2aSzkrmOAtNMBrU50KCK/YAmT8sgycHgtsO1jYNfnv10qRCHLHAl0GQX0uQzoPg7QGUQnIvIZljApR/HuxuLd8SlQeUh0GvIHawzQZxIwYErjmddEIY4lTKGt6giw/dPGj6LtotNQIMVnAf2nAP2uAMISRKchaheWMIWehgpg5+eNxXtwNRQzKxW1j0YHdB3dWMg9JwB6k+hERK3GEqbQcWA1sPZVYN9SwOsSnYaCkTmy8djxgKuB1MGi0xCdEkuYgpvXA+z8DPj1ZSB/s+g0FEpiuwODpgMDpzWuFkUUhFjCFJwaKoGNC4B1rzeuOkTUXuZIYMgMYOhMLjZBQYclTMGlPBf4dR6w+X3AXSc6DSmJ3gwMuAo4c1bj8oxEQYAlTMHhwGrg11eAvUsAWRKdhpRMowOyLgLO+nvj6k9EArGESRwe7yXRMkcAZ/+9cTIQIgFYwhR4khfY/B7w81OcRpKCQ2I/4KzbgN6XcopMCiiWMAWOLAM7FwE//Aco2y86DdHxojoBw/8B9L8K0GpFpyEVYAlTYOxbBnw/ByjkrFYUAhL7AmMfbVzZiciPWMLkV1uKtyD1hycQu3uJ6ChEbdd9HDD2ESC2m+gkpFDc30J+cbj6MO748Q5c8801eNmiER2HqH32LQVeGQZ8fRdQx9W4yPc4EiafqnJW4dWtr+KjvR/BLbkBAHqNHotqNMgsyRGcjqgDTBHA8DuBoTcCeqPoNKQQLGHyCa/kxYd7PsS8rfNQ7ao+7v7RkVl4bvNSAcmIfCyqE3DevxvPpCbqIJYwddjust3495p/Y1fZrpM+7l1PNAYc3hKYUET+ljYUOP8/XCiCOoQlTO3W4GnAy5tfxnu734NX9p7y8QMjuuLtLd8HIBlRoGiAvpcD4x4HbDGiw1AIYglTu6w6ugqP/PoIjta2bXGFF3XpGLl/lZ9SEQliiwMmPANkXSw6CYUYljC1SVlDGZ5Y9wS+OfBNu76+qz0Nn+74FbpWjJyJQk7vy4ALnuaomFqNJUyttih7EZ7Z8MwJT7xqi4ct3XHprhU+SkUUZGxxwIRnGxeJIDoFljCd0oGqA3j414exvnC9T7aXYInFV9m7YXY3+GR7REGp92WNu6it0aKTUBBjCdNJvbfrPczdOBcuyeXT7f49rDeu29a+XdpEIYOjYjoFljCdUIWjAg+ufhA/HfnJL9sPM9jxzZECRNRX+GX7REGlz8TGY8UcFdOfcNpKOs76wvWY9OUkvxUwANS4azG/x5l+2z5RUNmxEHj5dGDXl6KTUJDhSJiaeCUvXtn6Ct7Y/gYkWfL78xm1RiwudyG54pDfn4soaPS7AvjLc4DRKjoJBQGOhAkAUFBbgGuXXYv52+YHpIABwCW58FJmn4A8F1HQ2PYR8MZ5QBnnUieOhAnAioMrMPuX2R2+9Kg9tBotPq63oEfh7oA/N5FQpgjgsvlAj3Gik5BAHAmrmNPrxJw1c3D7j7cLKWAAkGQJc5PShDw3kVDOKuDDK4HvHwWkwOx9ouDDkbBKHao+hNt+uA37K/eLjgIAeFNOwOkHfHMdMlHI6ToGmPg6YIkSnYQCjCNhFVpfuB5XLbkqaAoYAJ6NsEKGRnQMIjH2fwvMHwkUbBOdhAKMJawyC/ctxPXfXo8qZ5XoKM3srM7Dsh7DRccgEqfiAPDmWGDr/0QnoQDi7miVkGQJT294Gu/ueld0lBalW5Pw+e5NMEhu0VGIxBryN2DcY4DOIDoJ+RlHwipQ567DrO9nBXUBA8Ch+gJ8mjVKdAwi8da/Drw1AaguEJ2E/IwjYYU7WnsUt3x3S1Ad/z2ZaFMUluTlwuasER2FSDx7AnD1J0BSf9FJyE84ElawLcVbcNXXwXUC1qmUOyvwVi8eGyYCANQWAQsmADk/iE5CfsISVqjFOYtx3bLrUO4oFx2lzd6py0GpPV50DKLg4KoB3r8c2PaJ6CTkByxhBXp5y8u4b9V9Pl9+MFDqPfV4tdsQ0TGIgofkBhb9DfjlRdFJyMd4TFhhnlj3BN7b/Z7oGB2m1+jxeTWQUZorOgpRcDnjFmDsI4CG19UrAUfCCiHLMh5e87AiChgAPLIHz6f3EB2DKOiUHdiOez7ZBI+XU10qAUfCCuCVvPjXL//ClznKW6v0A3ck+h7hLEJEAFAbPwjnFNyGCrceY7IS8NJVp8Gk14mORR3AkXCIc0tu3P3z3YosYAB4NjZOdASioOCM7oFxxbegwq0HAHy7qwjXLliPOqdHcDLqCJZwCHN5Xbj9h9ux/OBy0VH8ZkNVNn7ucqboGERCecLTcVnNXTjiMDW7/ZecMkx9cy1qHJxlLlSxhENUg6cBN393M3468pPoKH73nFULScMfVVInyRqHae5/YmeN7YT3bz5UiekcEYcsvrOFoDp3HWZ+OxO/FvwqOkpAZNcewuKe54qOQRRwsikct+oexOqKiJM+buPBClz71no0uLwBSka+whIOMVXOKvxt+d+wqXiT6CgB9ZKmEk69WXQMooCR9Wb82/YgviqJbdXj1+WV47q318PhZhGHEpZwCKl31+PGFTdie+l20VECrrChBB9mcTRM6iBr9Xgp+j68nZ/Spq/7JacMf3tnA5weFnGoYAmHCLfkxu0/3q7KAv7d685DqLJEio5B5FcyNPhf4j/wzKGu7fr6ldmluOHdjXB5eB1xKGAJhwBZlvHAqgfwS/4voqMIVe2qwZs9zxIdg8ivVqTOwj9z+3ZoGz/uLcFN72+CmxN6BD2WcAh4cv2TWJK3RHSMoPBBzT4URqaKjkHkFxvTpuNv+4f5ZFsrdhfhjo+3gvMxBTeWcJB7fdvripmK0hecXide6txPdAwin9ufNhETs8f6dJuLt+bjsW/2+HSb5Fss4SC2cN9CvLD5BdExgs7iyl3ITuC80qQchSljMT7nMr9se/7PuXhrdZ5ftk0dxxIOUt8d+g5zfp0jOkZQkmQJzyV3Eh2DyCcqE8/E6IPXwC35b1Wkh7/ahaU7Cv22fWo/lnAQ2lC4Aff8fA+8Mi8zaMnPlbuxIWOQ6BhEHVIf2w9j8m9Ance/izBIMnDb/zZj48Fyvz4PtR1LOMjsLd+LW7+/FU6vU3SUoDc3Mkx0BKJ2c0V2wV/K/44SlyEgz+f0SJjx9gbkltQG5PmodVjCQaS0oRQ3fXcTatw1oqOEhG3Vufi2+3DRMYjazBOWgsn19yC3PrCzwFXUuzFtwTqU1PCP/GDBEg4SbsmNO368A8X1xaKjhJQXjC54tHrRMYhaTbJEY4b3Pmyptgt5/sPlDZjB6S2DBks4SDyx7glsLt4sOkbIOVCXj0VZo0THIGoV2WjD3aYH8WN5lNAcW49U4cHPdwjNQI1YwkHgs+zP8NHej0THCFnzPMWoN554mTeiYCHrjHg8/EF8WpggOgoA4JONR/DumgOiY6geS1iwnaU78civj4iOEdJKneV4u9cI0TGIWiRrtHgj7p947Ui66CjNPPzVLmw4wDOmRdLInNNMmHJHOa746goU1vH6vY6y6a1Ykl+K6LpS0VH84ueDHjz1iwsb870oqJXx2RUWXNLzj7Nqi2ol3LPCieU5HlQ6ZAzP0OHF8WZ0i2n50peRb9Xhp4PHHxe8oJseX19lBQA8/YsTT652AQDuOcuIO880NT1u7REPblriwNoZNui1/rvGVQk+T70Lf98/UHSME4oLM+GrWWcjIZxLhYrAkbAgHsmDu366iwXsI3WeerzafajoGH5T55LRP0GLly84/o1SlmVc8lEDciskfHGlFZtvsCEjQovz3q1Hnavlv7EXXWFFwZ32po8dN9qg0wCXZzWe6LatyIt//eDE/yZZ8OFECx74wYntRY2l7ZFkzPzagVcnWFjAp7AybWbQFjAAlNQ4ceN7XHVJFJawIM9seAbrC9eLjqEon1TvxuGYTqJj+MX4bgY8MsqMS3sdf01pdrmEX494MW+CGUNSdOgRq8O8v5jR4AY+3OFucZvRFg0S7dqmj29zPbAagMuzGp9jT6mEfgk6jMrUY3RnPfolaLGntPGN+qnVLgxP12NIin8nmQh1O9KuxjXZwX8Z3aZDlfj34p2iY6gSS1iAr3K/4qIMfuCRPHgho5foGAHn9DT+16z/Y0Sq1Whg0gOrDrX+MpQ3N7txZR8DbMbG7fSN12JfmReHqiQcrJSwr0xCn3gtcsolLNjixiOjTKfYorodTL0IF+6/QHSMVvtg7SF8tP6Q6BiqwxIOsD3le/DQLw+JjqFYyyp2YWdKx9ZiDTU9Y7VIj9Dgn985UNEgw+WV8cQqJ45Uyyiobd0uxnVHvdhRLGHGQGPTbb3idPjPaDPGvFuPse/V47HRZvSK0+GGrxrw5BgTluV40OeVWpz2Wi1+Pujx18sLSSXJ52Js7mTIcmjtqp/95U7sL+ZkQYHEEg4gh8eBu3++Gw6vQ3QUxZIhY25ccFwCEigGnQaLJluxr0xC9JM1sD5agx8OeDC+qx6tPVz75iYX+sZrcfqfdi/PHGzE3lvs2HuLHTMHG/H2FhfCTBqckarDjC8b8NkVFjw71owrP22A08NzPAGgOn4Izjt8LZxS6L29OtwSbv1wC48PB1Do/ZSEsLkb5yKvikuK+dvaqn1Y3dk3C6OHikHJOmyZaUflPWEouNOOpVNtKGuQ0Dny1L/idS4Z/9vpxnWnnXwO49J6CQ/95MSL481Ye9SL7jFadIvR4dxMPdwSsK+Mb9yOmCycX3wzqtyhO4vbroJqPLmUaxAHCks4QNbkr8GHez4UHUM15toNkBFauwJ9IcKsQZxNi+wyLzbkS7i456kXB/hklxtODzC138kfe/syJ24fZkJquBZeCXAf07keSYZX5QNhd0QnXFJ1BwocxlM/OMi9uToPK7NLRMdQBZZwAFS7qvHg6gchQ+XvUgG0t+Ygvup1rugYPlPrkrGl0IsthY0nWuVVSNhS2HjSFAB8stONHw94Gi9T2uPGmHfrcUlPPcZ2+WNE9tfPGvDPFccfCnlzsxuX9NQjxtry28G3OR7sK/Pi5tMbi3pIig57SiV8k+3G/I0u6DQa9IhR79uJ1xaPqc57safWKjqKT8gycOfHW1Fe5xIdRfFCd59JCHn010dRVF8kOobqvKSpxvk6E4wKWBZyQ74X575d3/T5HcudAJyY1t+Aty6xoKBWwh3LXSiqlZEUpsFf+xnw4IjmZy8fqpKg1TQvyr2lXqw65MXyqS2XR4Nbxi3fOPDRJAu0msa9C6nhWrw43oxrv3DApAfevsQMi0F9ex4AQDZF4BbtA1hbFi46ik8V1zhx96fb8Ma0waKjKBpnzPKzpQeW4h8//UN0DNW6y56FaduXio5BCiXrLXggbA7eL0gWHcVvHrmkD6YOyxAdQ7HUu/8oAIrrizkvtGBvuI6ixhwhOgYpkKzV47no+xVdwADwyNe7kFtSKzqGYrGE/ehfv/wLVc4q0TFUrdJVhTd7nS06BimMDA3eT7wHzx/qLDqK3zncEu5dtB3caeofLGE/+WjPR1h9dLXoGATg/Zp9KIpQ9miFAmtp6m14ILe36BgBsy6vHB+uOyw6hiKxhP3gYPVBPLPxGdEx6DcOrxOvdDlNdAxSiHVp1+HG/aeLjhFwj32zG8XVnGjI11jCfjD7l9lo8DSIjkHH+KJyF3Lju4mOQSFuX9rlmJw9WnQMIWocHvzrCy7y4GssYR/7Yv8X2Fi0UXQM+hOv7MXcFOUfvyP/yU8Zh/H7LxYdQ6ilOwuxdAeXX/UllrAPVTmr8OzGZ0XHoBb8WLkbm9O4W5rariLxLIw5MBVemW+Zs7/cgWpHy0tkUtvwJ8qHnt/0PMod5aJj0Ek8Gx0pOgKFmLq4ATgv/3rUefl2CQBF1U48/g3nlvYV/lT5yPaS7ViYvVB0DDqFLdU5+K7bOaJjUIhwRXXDhNJbUeY69RzcavLhukPYcIADDl9gCfuAJEt4ZO0jkGSuIhMKnjd54NXoTv1AUjVPWAom1f0DBxrMoqMEHVkGHlq8i9cO+wBL2Ac+y/4Mu8p2iY5BrZRXdxSfZY0SHYOCmGSJxXXSfdhWbRcdJWhtP1qFhZuOio4R8ljCHVTjqsELm18QHYPa6BWpBA1GZax4Q74lG+24w/gAfiqLEh0l6D21bA/qXR7RMUIaS7iDXt36Kk/GCkEljnK822uk6BgUZGSdCY+GP4jPi+JFRwkJRdVOvPpjjugYIY0l3AG5Vbn4YM8HomNQOy1oyEOFLUZ0DAoSskaHV2PvwxtH0kRHCSnzV+Yiv5KTE7UXS7gDnlr/FDwSd8WEqlp3HeZ3HyY6BgWJRcl34omDnFWtrRxuCU8s5SVL7cUSbqcNhRuw6ugq0TGogz6q3oMj0emiY5BgP6bdhDtzBoiOEbK+3JqPTYcqRMcISSzhdnp5y8uiI5APuCU3XuzUR3QMEmhr+jWYns3lLjtCloE5X/EKkfZgCbfD2oK12FC0QXQM8pFvKnZid1KW6BgkQF7qJbh433jRMRRh86FKLN/JeaXbiiXcDhwFK4sMGXMTU0THoAArTh6NsbmXi46hKM9/l80JPNqIJdxGq4+uxubizaJjkI+tqdyLNZnqWyNWraoThmL0oWlwSxrRURRlZ341lu8qEh0jpLCE2+iVLa+IjkB+MjfMDBl8U1a6hpg+GFt4I2o8etFRFOn5FRwNtwVLuA1+PvIztpVuEx2D/GR3zQF803Ok6BjkR+6Izrio8nYUOo2ioyjWrgKOhtuCJdwGPBasfC/oauHW8Q1aiby2RExx3IPsOovoKIrH0XDrsYRb6ftD33ORBhU4Wl+Ej7LOFR2DfEwyR2Km5gFsqAoTHUUVdhVUY9lOjoZbgyXcCrIsY97WeaJjUIDMd+Wj1hwuOgb5iGyw4j7Lg/i2NFp0FFXhmdKtwxJuhe8OfYc95ZyWTS0qXFX4b89zRMcgH5C1BjwT+QD+V5AkOorq7Oax4VZhCbfCgp0LREegAHuvNhsl4YmiY1AHyNDg7YR78dLhTqKjqNbrP+eKjhD0WMKnsLN0J7aV8IxotWnwOvBK10GiY1AHLEn9O/6d10t0DFXbcLACmzmn9EmxhE/h/d3vi45AgnxeuRt5cV1Ex6B2WJP2N9y8f4joGATgjZV5oiMENZbwSZQ1lGHpgaWiY5AgHtmD51O5tF2o2Z12JaZk8wz3YLF0ZyEOl9eLjhG0WMIn8em+T+GW3KJjkEDfVe7ClrQBomNQKx1JnYAL9l8oOgYdwyvJeGfNAdExghZLuAUeyYOP930sOgYFgbkxvLQlFJQlDceYvCshy5x6NNh8tP4w6l0e0TGCEku4BSsOrUBxfbHoGBQENlXtx49dud5sMKuNG4jzjsxAg1cnOgqdQLXDg882HxUdIyixhFvw4e4PRUegIPKcRYJXwzf4YOSM7oFxJbNQ4eaCDMHs7V8OiI4QlFjCJ7CnfA82FW8SHYOCSE7tEXzRa6ToGPQnnvA0XFZzF444TKKj0CnsK6rF2twy0TGCDkv4BD7Y/YHoCBSEXpYr4DBw8v9gIVljMc19H3bW2ERHoVb6ZOMR0RGCDkv4TyodlViSt0R0DApCxY5SvMfRcFCQTWG4Tf8gVldEiI5CbbBkewHqnDxB61gs4T/5IucLOL1O0TEoSP3XcRBV1ijRMVRN1pvxkO1BLC6OEx2F2qje5cXX2wtExwgqLOE/4SiYTqbGXYv5Pc4UHUO1ZI0OL8fch7fyU0VHoXb6dAN3SR+LJXyMA1UHuGYwndL/qvciPypddAzVkaHBR0l34+mDXUVHoQ5Yd6AcB8vqRMcIGizhY3yT943oCBQCXJILL2X2ER1Ddb5LuwX35vYVHYN84FOeoNWEJXwM7oqm1vq6chf2JnKFnkDZlDYdM7LPEB2DfGThxiOQJFl0jKDAq9t/s6tsFw5UHxAdIyDq9tahdEkpGg42wFPpQfqsdIQPCm+6f8f0HSf8uoTJCYi74MQnw5xqmwBQ+k0pSpaUAADiLohD7PjYpvvqc+qR/04+uvyrCzS64J92UJIlzE1Kw6uFu0VHUbyctIm4LHus6BjkQ/lVDqzOKcU53XhyHUv4N2raFS05JZjTzYgaHoVDLx467v4ez/Vo9nnt9loc/e9RRAxu+XKQU23TcdiBos+KkPH3DADAwbkHYe9jhznNDNkrI//tfCRPTw6JAv7d6so9WNdpCE4/sF50FMUqTBmDcTmXiY5BfvD55nyWMFjCAABZllVVwmH9whDWL6zF+w2RhmafV2+qhq2nDcZ4Y7u36Sxwwpxqhj3LDgAwp5kbb0szo/SbUth62GDtbG3jKxHv2QgrPoQGGnDXmq9VJQzD6IN/hVsKnT/MqPW+21MEj1eCXqfuo6LqfvW/2Vi0EUX1RaJjBCVPlQc122oQNbxj18aaUk1wFbngKnPBVeqCs9AJU6oJzmInKlZWIP6yeB8lDqyd1XlY1mO46BiKUx/bF2MKb0Sdh/N1K1VlvRu/5paLjiEcR8JQ167otqpYXQGdWXfc8d22MiebkTAxAQeeOgAASJyUCHOyGXlP5iFxciJqd9Si+PNiaHQaJF2dBFuP0JmK8AV9A0ZrDTBw7WmfcEV2wYXlf0ex03DqB1NIW7qzAGd3iz31AxVM9SNht+TG8oPLRccIWhU/VyBiWAS0xo7/qESPikb3x7uj++PdET0qGhWrKqA1a2HtasXR/x5F+qx0JE5JxOF5hyG5JR+kD4zD9YX4JOtc0TEUwWtPxpUN9yCnnnN0q8HynUWQZXUfylF9Ca/JX4NKZ6XoGEGpbm8dXIUuRI3w/TSNnhoPir8oRvLUZNTn1sOUaIIp0QR7LztkrwxXocvnz+lPr3mKUGdq+Zg4nZpkicbf5PuxqcouOgoFSHGNE5sOVYiOIZTqS/j7Q9+LjhC0Kn6ugLmTGZZ0349KCj4oQOzYWBiiDYAEyN4//hqWvTLkELuGsNxZgbd68dhwe8lGG+42PYjvyzgvt9os3VEoOoJQqi/hNflrREcIOK/Di4aDDWg42AAAcJW60HCwAa6yP0af3gYvqtZXIXp49Am3kfdEHspW/LE2aGu2+bvaHbVwFbkQPbpx25ZMC5wFTtRsq0H5j+XQaDUwJYXe+rDv1OWg1B6aJ5iJJOuMeDLiAXxamCA6CgmwbKe6T4pV9YlZeVV5yK/LFx0j4BryGnDgiQNNnxd+2PiXaORZkUj9W+PE+FVrqwAAEcNOfG2wq9gFT80fS5K1ZpsAILkk5L+Xj7Qb06DRNl56Yog2IGlqEo6+cRQagwapM1J9cgw60Oo99Xi12xA8sPlr0VFChqzR4r/x92JeXoboKCTIofJ67MyvQu9kdS5LqZFVfFT8/d3v4/F1j4uOQQqi1+jxeTWQUZorOkpI+CLlLtyWM1B0DBLsjjHdcevobqJjCBF6ww0f+iX/F9ERSGE8sgfPp/c49QMJq9JuYAETAGDV/lLREYRR7e5ot9eN9YWcbpB879uKndie2g99j2wTHSVo7Uy7ClOzR4iO0cRxeAeq1y6EqygH3tpyxF16P6zd/1gwonLV+6jbvRLemhJotHoYE7sicvhfYUpu+Q+uqjUfo37fGrjLj0CjN8KU0gtRI6bDEPPH4Zny715H3Y7voDGYETliGuy9/7jUrW7PKtTt+A7xk2b750UHkS2HKlHv8sBqVF8lqXYkvLl4Mxo8DaJjkEI9G8s5cVtyKPVC/GX/BNExmpFdDhjiOyN6zMwT3m+ITkH0mJlI+r+XkXD1k9BHJKDoowfhra9qcZuOwzsQNnACEqc+jYQr5gBeD4o+fhCSywEAqN+/FnW7f0L85DmIGnktype+2LQ9yVmHyp/fQfTYG33/YoOQyythXZ46Z89SbQlzVzT504aqbPzc5UzRMYJOafJIjMm9ArIcXPNBW7oMRtTwa2DtfuJ/M1vWSFg6DYAhMhHGuAxEjZoB2VUPV3Fei9tMmPww7H3PgzEuA8b4zoiZcDu81SVwFe0HALjLDsOc1hempG6wZY2AxmiFp6rxTOGKHxYg7LQLoA9Xz9n2q1W6S5olTOQnz1m1kDSq/RU7Tk38YIw+/H9wSqH9PZG9btRsWQqNyQZjfGarv05y1gEAtObGyUiMcZlwFe6H11ELZ+F+yB4n9FHJcBzZCVdRDsIGXeiX/MFq9f6yUz9IgdS3Ax5AWUMZ9pTvER2DFC679hC+7HkuLtn9negowjmie2Fc8c2ocofuW079/nUo/fJJyG4ndPYoJFwxBzpr6y6rkWUJFd+9DlNKFoxxnQAAls6DYOs9EoVv3w6N3ojYCbdDazChfNkriJlwO2o2L0HNpq+gs4Qj+vxbYIxT9mVcuwurUV7nQrSt5dXalCi0/yRtpzUFayBz6TkKgJc1lXDqzaJjCOUOz8Al1XfiqCP0JmA5ljm9H5KufQGJU5+COXMQSr54At66ylZ9bfnyeXCVHETsRXc3uz3y7KuRcsPrSL7uZVi7n4mqNZ/A3GkANFodqtZ8hMSrn4S931iUff2sH15RcJFl4Jcc9e2SVmcJq3CWLBKjsKEEH2SNFB1DGK8tHn9134s9taG3VvSfaY1mGKKSYUrpidgLboNGq0XttlMv/lL+7Tw05KxHwpT/QB/e8opB7rLDqNv1AyLPmQrHoe0wp/aBzhoBa89z4CrKgeSs9+XLCUpqPC6syhLeVLRJdARSkTech1FliRQdI+BkUwRu0T6ANRUKnQlJliF7W16+UpZllH87D/X71iDhykdhiEw86WPLlr2MqFEzoDVaAFmCLP02I93v/5VDZ2Wx9lqTo77jwqor4SpnFY7UHhEdg1Sk2lWDN3ueJTpGQMl6C/5lewDflITGWrGSqwGuoly4ihpnOvNUFcFVlAtPdTEklwMVP70N59E98FQVw1m4H6VLnoOnpgzWHmc3baPof/eheuPips/Lv52H2p0/IvbCf0BrtMJbWwFvbQUkt/O456/dugw6SzisXYcCAEwpveA4uA3Oo3tQvf4LGGLSm07oUrIDZfWoqAutFdQ6KnTPkminnaU7RUcgFfqgZh+uikxFYqXy/wCUtXq8EH0/3j2UIjpKq7kKs1H04X1Nn1d8/wYAwNZnNGLOvxnu8iMo+fw7eBuqobOEw5jYDYlXP9HsZCl3RSFMDdVNn9duXgIAKPrwn82eK+aCv8Pe97ymz711Faha8zESpz7VdJspuQfCT78UxZ8+BK01ArETbvftCw5iW49UYmQP9Vyapbq5o1/f9jpe2PyC6BikQhdH9cEjm5aIjuFXMjT4IPmfuD+3j+goFKJuP687bjtPPfNIq2539I7SHaIjkEotrtyF7ARlzyu9PPVWFjB1yLYjlaIjBJTqSnhnGXdHkxiSLOG55E6iY/jNhrRrccP+oaJjUIjbeqTlqUCVSFUlXNpQiqJ6dS8gTWL9XLkbGzIGiY7hc9lpl2NS9hjRMUgBSmudOFKh/MuxfqeqEuZJWRQM5kaGiY7gU/kp4zBu/8WiY5CCbD2sntGwukqYu6IpCGyrzsXy7sNFx/CJisSzMObAVHhlVb2VkJ+p6biwqn5zWMIULF40uuDRhvYVgnVxAzA2/3rUeVX1NkIBsJUlrEzcHU3B4kBdPhZmjRIdo91cUd0wofRWlLgMoqOQAu0trBEdIWBUU8KFdYUoc6hvSjQKXq96ilFvtImO0WaesBRMqvsHDjSoe2EK8p+KejfKVTJzlmpKOLsiW3QEomZKneV4u9cI0THaRLLE4DrpPmyrVv4UiiRWTkmt6AgBoZoSPlxzWHQEouO8XZ+LcltozK8sG224y/ggfiqLEh2FVCCnmCWsKCxhCkZ1nnq82j34J7iQdSY8Fv4gFhWpZ05fEosjYYXhykkUrD6p3o3DMZ1Ex2iRrNHhtdh/Yv6RdNFRSEVySupERwgI9ZRwDUuYgpNH8uCFjF6iY7RoUfKdePxgd9ExSGU4ElYYljAFs2UVu7Azpa/oGMf5Ke1G3JkzQHQMUqEjFQ1weryiY/idKkq4pL4EDq9DdAyiFsmQMTcuQXSMZralXYNp2eeIjkEq5ZVkHChV/hzSqihhnpRFoWBt1T6s7jxMdAwAwIHUi3Hx/nGiY5DKHSxT/nFhljBREJlrN0DSiP21LE4ejfNzL4csa4TmICqqcYqO4HeqKGGeGU2hYm/NQXzdc6Sw569OOB2jD02DU1LFWwMFuaIq5R9GVMVvGkfCFEpe0lTDpTMF/HkbYnpjbOFNqPGE9sISpByF1SxhRWAJUyjJbyjGh1nnBvQ53RGZuLjyDhQ6jQF9XqKTKWIJK0NhbaHoCERt8obrKGrMEQF5Lq8tEVMc92JfnSUgz0fUWixhhah0VoqOQNQmla4qvNnrbL8/j2SOxI2aB7ChKszvz0XUVkXVPDEr5Dk8DrgkdSyJRcryfs0+FEUk+237ssGKBywPYnlptN+eg6gjqhrccLiVPWGH4ku4ylklOgJRuzi8TrzS5TS/bFvWGvBs1P34oCDJL9sn8hWl75JWfAlXu6pFRyBqty8qdyE3vptPtylDg3cT7sGLhzJ9ul0if1D6LmmWMFEQ88pezE3p7NNtfpP6d/wrL8un2yTyl+oGt+gIfqX4EubuaAp1P1buxuY03+yW/jVtBm7aP8Qn2yIKhFqnR3QEv1J8CXMkTErwTHRkh7exJ+0KXJk9quNhiAKIJRziqp0sYQp9W6tz8F239q9odCT1AkzYf6EPExEFRh1LOLRVubg7mpTheZMHXo2uzV9XnnQOxuRNgVdW/K87KRBLOMRxJExKkVd3FIuy2rY7uTbuNIw+8jc0eNte3kTBoIYlHNp4TJiUZJ5UggajtVWPdUb1wAWls1Dh5oIMFLo4Eg5xLGFSkhJHOd7tNfKUj/OEp+Gy2rtwqMHs/1BEflTn5IxZIc3tVfY1ZqQ+CxryUGGLafF+yRqL6Z77sLPGFsBURP7B3dEhzisr+68oUp9adx3mdx92wvtkUxhuNzyAVeWBWYGJyN8cLmW/hyu+hCVZEh2ByOc+qt6DI9HpzW6T9WY8ZHsQXxTFC0pF5HuSLIuO4FeKL2GOhEmJ3JIbL3bq0/S5rNHh5Zj78FZ+qsBURL7nZQmHNo6ESam+qdiJ3UmNc0B/nPQPPH2wq+BERL4nKbuDofhrFzgSJqWSIWNuYgqu1I/CPdn9RMch8gtZ4SNhxZfw4wu8cOxU9tl1pF6S7Qh+HHIT/iE6CJGfxEeYREfwK8XvjoZW+S+R1EuKTREdgci/NBrRCfxK+Q2lVfY/IKmbJypRdAQiv1J4Byu/hDUaxb9EUjFPRJzoCER+pVX4QErxDaXRK/6wN6mYxxotOgKRfym7g1VQwhaL6AhEfuO2RIqOQORXBqOyVwBTfAlrra1bcYYoFLmNdtERiPzKYFb23kyWMFEIc2n5803KZjRzJBzStDauJEPK5YRRdAQivzKwhEMbR8KkZE6PsnfVERm5Ozq0sYRJyRxOhZ86SqrHkXCIYwmTkjkaODc6KRtHwiGOx4RJqSSLHR4XVwkjZTOYOBIOabqIcNERiPzCG8e1g0n5jBaOhEOaPjZWdAQiv/BGJ4mOQOR3JpZwaNPFcm5dUiZPOH+2Sflskcq+DE/xJayP40iYlMlr47zRpHw2ricc2rQmE7RhYaJjEPkc540mpTNZ9dBz7ujQx+PCpEQuA+eNJmWzRSp7FAywhIlClkvHa+BJ2VjCCqGP4wkspDwuKP8NitTNFqHsk7IAtZRwfLzoCEQ+x3mjSek4ElYIQyonNSDlcbg4bzQpm50lrAzGjHTREYh8jvNGk9JZFX55EqCWEk5nCZOySGYb3E7OG03KFhFnER3B71RRwoaUFEDP42ekHBLnjSaF02g1iIxX/hUAqihhjV4PQ0qy6BhEPuONShAdgcivwmLM0BmUX1HKf4W/MaZniI5A5DOeCJYwKVtUovJHwYCqSpjHhUk5PHbOG03KFpXAElYUniFNSuI2R4qOQORXUYk20RECQj0l3KWL6AhEPuM2clESUrZI7o5WFnOvXqIjEPmMS6f8SzdI3XhMWGH00dGcvpIUwwmz6AhEfmO2GWCxK3/eaEBFJQxwNEzK4fQqe41VUreYFHUcDwZUVsKmXj1FRyDyCadLVb+6pDLxGeGiIwSMqn6TzT05EiZlcDRwykpSrvhOLGFFMmexhCn0yUYzXA4u3kDKFd9JPWf/q6qEDWlp0NrtomMQdYiX80aTglnCjQiPUc/Z/6oqYY1GA3NPHhem0OaJSRIdgchvEjLUMwoGVFbCAGAZOFB0BKIO8YbzUjtSLjUdDwZUWMLWwYNERyDqEI89RnQEIr9hCSuc5bTTAK3qXjYpiNsSKToCkd8kqOjyJECFJawLC4OpRw/RMYjajfNGk1JFxFlgthtExwgo1ZUwAFgHcZc0hS6XTh1z6pL6pPSIEh0h4FRawjw5i0KXCybREYj8IrUnS1gVLBwJUwhzevWiIxD5noYlrBqG+HgY0tNFxyBqF4dLIzoCkc/FptpVs3LSsVRZwgBgO/MM0RGI2sXRIIuOQORzqSo8HgyouITtw4eLjkDUZpw3mpQqtVe06AhCqLaEbcOGQWNU364PCm3e2GTREYh8TqvXILlrpOgYQqi2hLVWK2fPopDjjWYJk/IkZkbAYNKJjiGEaksYAGzcJU0hxhsRJzoCkc+p8azo36m6hHlcmEKN2x4rOgKRz3Xqp96fa1WXsKlzZxhSuTYrhQ7OG01KEx5rRlyaeqdiVXUJA4B9+DmiIxC1msek3jcrUqbOA9R9iIUlPGq06AhErebU2kRHIPKpzqepe31s1ZewbdhQ6KLUe1IAhRaXhvNGk3JYI4xI7KyupQv/TPUlrNHrETZmjOgYRK3CeaNJSTr3j4NGo+5pWFVfwgAQfsF40RGIWsXp5q8sKUfn09R9PBhgCQMArEOGQBer3lPkKXQ4GiTREYh8wmTTI6V7pOgYwrGEAWh0OoSP5S5pCm6S0QQn540mhcjsGwutjhXE78BvwsaNEx2B6KTkmGSACyiRQnQ/PVF0hKDAEv6NdfBg6ON4fIKClyc6SXQEIp+wR5lUPVXlsVjCv9FotQifMEF0DKIWeSPUfT0lKUfPM5Kg0ar7rOjfsYSPETlpougIRC3y2GNERyDqOA3Q8wzuiv4dS/gYpq5dYRkwQHQMohNyW7j7jkJfUpcIRMRZRccIGizhP4m8fJLoCEQn5Oa80aQAvc7kuQ3HYgn/Sfj48dDaOD8vBR+Xjj+XFNr0Jh26DOS5DcdiCf+J1mrlDFoUlDhvNIW6rgPjYDRz6tVjsYRPIHISd0lT8HF6DaIjEHUId0Ufj3+SnIClf3+YuneHc98+0VGCyvyyMqyorUGu0wWzVoMBFgvujItDpvGPEdrswkL8Wl+HYo8HVq228TGxcehsankUl7V3zwlvvzMuDtdFx8AlSXiwqBDf19YiVqfDgwmJOPOYQwZvlpehwO3GAwnKPuPS4dYC4IxZFJqik21I7saTC/+MI+EWRE25UnSEoLOhvh5TIiPxYUYG3khNg0eWMePwYdRLf8xn3NtsxqOJSfgqMxOvp6YBMjDjyGF45ZanevqpS9dmH48kJkIDYKy98USkj6sqsdPhwAfpGbg8MhJ3F+RD/m17R1wufFpZib/HKn+iFYeD80ZT6Oo7MlV0hKDEEm5BxCWXQBcRITpGUJmfloZLIyLRzWRCT7MZ/0lMQoHHg10OR9NjJkdGYrDVihSDEVlmM26NjUWhx4OjbneL243T65t9fF9bi9OtVqQZjQCAXJcLo+x2dDOZcFVkFMq9XlR4G0eEDxcV4c64eNh1Ov++eMEkvRHOBo6CKTSZrHr0GKbsPVXtxRJugdZiQeQVV4iOEdRqfhsBR7RQgPWShM+qq5BqMCDR0LrjmaUeD36urcXEY/4A6mEyYVNDAxyShFV1dYjT6RGl02FxdRWMWg3OC1P+pTtSTBLnjaaQ1evMJBiMyv5Dub14TPgkoq6+GmULFgAnGcWplSTLeLy4CAMtFnT70/HeDysq8HRJMRpkGZlGI95ITYOxlQt3f1FVBatWizH2P4r1sohI7HM6ceGBPETpdHg2ORlVkoSXSkvxVlo6ni8pwZKaaqQbjHgkMREJrSz8UCJx3mgKURqthruiT4Ij4ZMwJMQjfDxXVzqROUVFyHY68XRS8nH3/SU8HAs7ZeKdtHR0MhhxR/5ROKXWHc9cVF2Fv4SHw6T940fToNHgwYREfNu5Cz7O6IRBViueLC7G1Kgo7HY68F1tDT7rlIl+FjP+U1zks9cYTDxR3JVHoanzgDiEx1pExwhaHAmfQsz06aj+crHoGEHlkaJC/FRXi3fS0k+4mzlMp0OYTodORiP6WSw4I3sfVtTWYkJ4+Em3u6G+HnkuF545QbEfa219HXJcTsxJTMTTJcUYbrPDqtViXFg4/lpxsEOvLVh57NGAS3SKwFq2+QNszVuFospDMOhM6JyYhYuHXo+EyLRmj8st3Imv1v8XB4r3QKvRIiWmC26e8ASM+hOfkb9y55dYuetLlNc0/sGWGJWB8YOuQe/0oU2PWfjLK1i7bzmMejMuHjoDQ7qd13TfppyfsG7fcswc/6gfXrXyDBiTduoHqRhL+BTMWVmwnn466tetEx1FOFmW8WhxEVbU1uKttHSk/nbi1Cm+CDIAl3zqkfCiqkr0NpnR02xu8TFOScKcoiI8mZQMnUYDrwzImsaDpR5ZhlLPH3ZbolRXwvvzt2F474uQEdcTXtmLxevexEtf340HJv8XJkPjyCq3cCde+eafGDtgCi4/axa0Wh2OluVAc5LDH5G2WFw89G+Ii0iBLMtYu2855i/7F+6d+BqSojth+4FfsGH/97h5whMoqTqK9398Cr1Sh8BuiUCDsxaL17+JWROeCtS3IaQldYlAYiZPcD0Z7o5uhejp00VHCApziouwuLoaTyUlw6bVosTjQYnHA8dvu5oPu1yYX1aGnQ4H8t1ubG6ox+35+TBpNBhuszdtZ0JeLlbU1DTbdq3Xi2U1NZgYefJf2HllZRhusyPrt6I+zWLBtzU12Otw4IPKCpxmUeZuLzXOG33zhMcxrMc4JEV3QmpMF0wdeTcqaotxuCS76TGL1szDyD6XYuxpU5AU3QkJkWkY2GUkDLqW/0Ds2+lM9E4fiviIVCREpuGi06+DyWBBXvEuAEBh5SF0S+6PjLgeGNx1FMxGK8pqCgAAn6+dj3OyLkJ0WIJ/X7xCDBiTLjpC0ONIuBXs547k5B0A/ldZCQCYdvhQs9sfTUzEpRGRMGk12NhQj3crylHl9SJWr8cgixUfZGQgRv/Hj1qey4UaqfnlNktqaiADmBDW8i7rbKcTS2uqsahTZtNt54eFYX1DPa45fAiZRiOePMWu7FDFeaMBh6sOAGA1N/5BUtNQgQPFuzG422g88/kslFbnIyEyHRcO+T90Serbqm1Kkhebcn+Cy+1AZkIWACAlpgtW7/4a9c4alFYXwO1xIS4iBTkF23G4dD+uOPs2/7xAhYlJtSOzf6zoGEFPI8snmUWBmlQvW46jt/GXj8TYf9WLOJSv3h1XkizhtaUPoMFVhzsufh4AkFe0C898PgtWUxguHTYTqbFdsG7ft1i580vcN/kNxEe0fEbu0bJcPPP5LHi8LpgMFkwffX+zY8Jfb3gb67NXwKA34S+Dp6N3+lA8sehGXDPybuQV7cJPOz6D3RyBKcPvQFJ0J3+//JA0/oa+6Hya8ifR6SiOhFspbOwYmHr0gHPvXtFRSIWckgFqnrLy41UvoKD8AG7/rYABNM2adnavv+CMno1XMaTFdsPeo5uwZs9SXDx0RovbS4hMwz8nzUeDqw6bc3/Guz88gdsuehZJUZ0AABMGT8OEwdOaHr9kwzvomTIQOq0OSze9h/sufwM7Dv6Kd354HPdMfNUPrzi0xabZkTmAo+DWUO+f1m2k0WgQe9NNomOQSjnd6v1V/XjVC9hx8FfceuEziLL/MbIKt0YDaDy7+ViJkRmoqC0+6Tb1OgPiIlKQHtcdFw+dgZSYLvhx+6ITPraw4hDWZ6/AX4Zci+z8reia1A9hlkgM7DICh0uz4XDVd/AVKs+QCZknPTmO/qDe3+x2+H00TBRojgalnvfdMlmW8fGqF7A1bxVuvfBpxIY3n7AkJiwREdYYFFcdaXZ7cdURRNvbtmatLEvweI+flEeWZfxv5VxcdsZMmAwWSLIEr+QBAHh/O69BasWZ/2oSm8ZjwW3BEm4DjUaD2Js5GqbAknV6OFQ4b/THq17A+uwVmD76fpgNVlTXl6O6vhwujxNA4+/jef2vwI87PsPm3J9QUnUUX61fgKLKQzij5wVN23lh8V34acfnTZ9/sfYN7M/fhrKaQhwty8UXa99Adv5WDO42+rgMv+xZArs5An07nQkA6JzYB/vytyCvaBd+2PYpEqMyYDXZj/s6NeMouG14TLiNwsaMgalnTzj3nHj5PSJfk2KSVTlv9MpdXwIAnl98R7Pbp478B4b1aDwGfG6/iXB7XVj4yzzUO2uQEtMZt0x4EnERf5wlX1qdj1pHVdPntQ0VeOeHx1FdXw6z0YaUmM64acLj6JU6uNnzVNeXY9mm93HHJS803dYpvidG95uEed/chzBLFK459x6fv+5QFptmR+cBPBmrLXh2dDvUrFiBI7fMEh2DVMLVayhWJfxVdAyiUxo/sy9LuI24O7odws47D5ZBg0THIJXwRLTt+CaRCAmZ4SzgdmAJt1PCvfcAPO5BAeAJ40kuFOQ0wNmXdxOdIiSxhNvJ0rcvwidMEB2DVMBjjRIdgeikug1OQGJnzhHdHizhDoi/43ZoTCdeqYXIV1zGk68+RSSS3qDFGZd2ER0jZLGEO8CQnIzoadNO/UCiDnDrraIjELVowJh0hEW3vPIZnRxLuINirr8eupgY0TFIwVwavsFRcLJFGDHw/IxTP5BaxBLuIJ3dhrhZvFyJ/MchGURHIDqhYZd0gcGkEx0jpLGEfSDy8kkwZ2WJjkEK5XTzTY6CT1x6GHoMSxQdI+SxhH1Ao9Mh8aGHAC2/neR7Dgfn06EgowHOmdyN01P6AFvDRyx9+yDqqqtExyCFkbU6OOs9omMQNdP77GQkdY0UHUMRWMI+FPf3v0OfkCA6BimIFJ0ITixLwcQWYcSZl3UVHUMxWMI+pLPbkHDffaJjkIJ4Y5NP/SCiABo+pQeMFq794yssYR8LP38s7OeeKzoGKYQ3gntWKHh0Pi2O80P7GEvYDxIffAAaKydYoI7jvNEULIwWPYZf2V10DMVhCfuBITkZ8bfdKjoGKYCb80ZTkDjzsi6wRXCaXl9jCftJ1F//Cuvpp4uOQSHObeK80SRecrdIZJ3N8xP8gSXsJxqNBsmPPwat3S46CoUwl94mOgKpnN6gxblTe/KaYD9hCfuRITmZZ0tTh3DeaBLtrMu7ITKB57j4C0vYzyIvuxT280aLjkEhysl5o0mgzP6x6DM8RXQMRWMJB0DSww9zpSVqF6ebv6IkhjXCiHOv6Sk6huLxNzwA9NHRSJrzsOgYFIIcDtEJSJU0wHnTs2CxG0UnUTyWcICEjRqFyMsniY5BIUTWaOBo4LzRFHj9R6chrVe06BiqwBIOoIT774epRw/RMShESNGJkCXRKUhtYtPsOOOSLqJjqAZLOIC0ZjNSn3+Oly1Rq3hjeEIMBZbeoMWY/+sNnZ7VECj8TgeYsVMnJD0yR3QMCgGeyHjREUhlzrmyO6KTeG16ILGEBQgfNw5RU6eKjkFBzhvOifIpcHqfk4ysszgrVqCxhAVJuPsfMPfrJzoGBTHOG02Bktg5HOdcwcUZRGAJC6IxGpE691noIiJER6EgxXmjKRCsEUaMu6EvjwMLwu+6QIaUFCQ//RSg04mOQkHIzXmjyc+0Og3G/a0PV0cSiCUsmP2cc5Bw9z9Ex6Ag5OS80eRnZ1/eDUldI0XHUDWWcBCInjYNkZMni45BQcYlc7Yi8p+eZyah78hU0TFUjyUcJBIffADWoUNFx6Ag4nDzMAX5R3xGGEZO4cRBwYAlHCQ0BgNSn38OxowM0VEoSDgdsugIpEDhsWZMuLk/dAa+/QcD/isEEV1kJFLnzYM2nGfFqp2s0cBR7xUdgxTGbDPgwlkDYA3noY5gwRIOMqbOmUh9bi6g14uOQgJJUQmQJI6EyXf0Bi0m3NwPkQlW0VHoGCzhIGQ780wkPfSQ6BgkkDeGMxeR72g0wJj/643EzpyXINiwhINU5MTLEHfHHaJjkCDeqETREUhBzp7cHZ1P4zSowYglHMRir/8boqf9VXQMEsATFiM6AinEgDHp6HcuL0UKVizhIBd/770Iv+hC0TEowNxWLqhOHddtcDzOvIxrAwczlnCQ02g0SP7Pf2AfNUp0FAogt5lnyFPHdOoXi9HXZkGj0YiOQifBEg4BGr0eKc/N5WQeKuLW20VHoBCW0ScG467vA52Ob/HBjv9CIUJrNCLtlZdhOe000VEoAFycN5raKS0rGuO5KlLI4L9SCNHabEh7/XVYBg4UHYX8zMl5o6kdUnpE4YKZfTkbVgjhv1SI0dltSH99PiyDB4mOQn7kdPNXk9omuVskJtzcD3oj5xwPJfxND0Famw3p8+fDOmSI6CjkJw6n6AQUSpK6RGDCzf1gYAGHHJZwiNJarUib/xqsw4aJjkJ+wHmjqbUSMsPxl1n9YTRzqttQxBIOYVqLBWmvzoPtzDNERyEf8kbFQ/Jy3mg6tdSeUbjotgEs4BDGEg5xWrMZqfPmwT5ihOgo5CNSNOeNplPL7B+Lv9zMEXCoYwkrgNZkQurLLyHi0ktFRyEf8HDeaDqFHkMTG68D5lnQIY//ggqh0euR/Nh/EHP99aKjUAd5wmNFR6Ag1n90GkZP7wUtJ+JQBP4rKkz8Hbcj4f77AS3/aUOVh/NG04logDMu7YKzL+/GqSgVhO/UChR9zVSkPPsMNEZO+BCKOG80/ZlWq8Hoab0w8PwM0VHIx1jCChU+bhzS5s+H1s45iEONi/NG0zGMFj0m3NwPPYcliY5CfsASVjDbsKHIeP99GFJSREehNnBpLaIjUJCIiLdg0j2DkN6b60srFUtY4cw9uqPTp59wdq0Q4pQNoiNQEEjtGYVJ9wxGVKJNdBTyI5awCuijopD+3zcReeUVoqNQKzg9nHpQ7fqOSMGFs/rDbOMfZErHElYJjcGApH//G4mz/wUY+IsdzJycN1q1tFoNRkzpjuFTevASJJXgv7LKRE2ZgvQ33oAuKkp0FGpBQx3njVYjk02PC28bgD4jUkVHoQBiCauQbejp6PTJJzD17Ck6Cv2JFBHLeaNVKDbNjsvvHYzUHvzjWG1YwiplTE1Bp4/+x+PEQcYTy3mj1abviBRMunswIuKsoqOQACxhFdOaTEj697+RMvdZXk8cJKRIzhutFkaLHuOu74PhU3pwDmgV4788IXz8eGQuWghz796io6ieJzxOdAQKgPiMMFxx/xB0GRgvOgoJxhImAIAxPR2dPvwAUVOnio6iam4bjwkqXf9RabjsH4MQHstJWYglTMfQGI1IfOB+pLz4ArQREaLjqJLbHCk6AvmJyarH+Jl9cfbkbtDp+dZLjfiTQMcJHzMGnRd/CfuIEaKjqI5bz9mRlCijTwyufHAoOg/g4QZqjiVMJ2SIj0faa68i6dFHoQ0LEx1HNThvtLIYLXqM+mtP/OWW/rBHmUTHoSDEEqaTipx4GTp/+QVsZ50lOooqOGUuP6kU6b1jMOVfp6PXmbzsjFqmkWWZMwNQq1T87yMUP/kkpPp60VEUa+vlr6GsxCM6BnWA0aLH2Zd3ZflSq3AkTK0WdeUVyPzyS9jOPEN0FMVycN7okJbeO5qjX2oTjoSpXaqXLEHR40/AU1wsOoqi/HTeK/B6+CsZaixhBpx5WVf0PCNJdBQKMSxhajdvbR1KX3wB5e+9D3i56EBHSWHR+HHQHNExqA00Wg36jkjB6Rd1hsmiFx2HQhBLmDrMsWcPCh96GA2bN4uOEtLcmX2xMmOm6BjUSsndIjH8yu6ISeGUr9R+LGHyCVmWUbVwIYqffgbeykrRcUKSY+AY/BJ+iegYdArWCCPOmtgV3U/nPN/UcSxh8ilvVRVKX30NFe+/D9nlEh0npNSOvArrwEvBgpVWp0G/UWkYMqETjGbueibfYAmTX7iPHkXxc8+j+quvAP6ItUrFhJuxuS5LdAw6gS6nxWHoxZ0RlcgZzci3WMLkVw07d6L46adRv+ZX0VGCXsnE+7C9LEV0DDpGWq8oDLukC+IzwkVHIYViCVNA1P78M4qffgbOfftERwlaR698DHsL+WYfDBIywzHski5I7cFVrci/eGCDAsI+fDhsZ5+N6iXfoPTVeXDtzxEdKehw3mjxopNtGHpRZy60QAHDkTAFnCzLqFm2HKWvvgrnnj2i4wSNvVNewdEC/jqKEBFvweALOqHH6YnQaDWi45CKsIRJGFmWUfvDDyh9ZR4cO3aIjiMc540OvPiMMAw8PwOdB8SxfEkIljAFhdqVK1H6yjxVT/ix9qLXUFfNEg6E9N7ROG1sBo/5knAsYQoqDVu3ovydd1G9fDngdouOE1A/jZkHr1sSHUOxtFoNugyKx8Dz0xGbyjWyKTiwhCkouYuKUfG/D1H50cfwlpeLjuN3kj0SPw5+VHQMRTJa9Og5LBH9R6chPJYnv1FwYQlTUJNcLlR/9TXK330Xzt27RcfxG3en3ljZ6SbRMRQlITMcWWcno9uQBBiMOtFxiE6IJUwho37jRlR+uhDVy5ZBrq8XHcenHKeNxi8Rl4mOEfKMZh26n56I3sOTucuZQgJLmEKOVFeH6qXLUPnZIjRs2Cg6jk/UjrgS6zTniI4RsuIzwtD7nJTGUa+Jo14KHSxhCmmugwdR+dlnqPr8C3gKC0XHabfKCTdjE+eNbhNbpAndBsej+9BExKVx1EuhiSVMiiBLEurWrEHN0qWoWfEdvBUVoiO1CeeNbh2TVY8up8Wh2+mJSOkWyWt7KeSxhElxZK8X9evWoXr5ctSsWAFvSanoSKeUf+V/sKcwQnSMoGSy6pHZPxZdByUgtVcUdDqt6EhEPsMSJkWTJQkNGzeietly1Hz7LTxFRaIjndCBq+YiN98oOkbQCI+zIKN3DDL6xiC1J4uXlIslTKri2LsXdatWoXbVKjRs3ATZ5RIdCQCwd8rLOFogOoU4OoMWKd0ikd47Bhl9YhCZYBUdiSggWMKkWlJDA+rXr0ftqlWoW7UartxcYVm2TX4NpcXqmrIyPNaMjN4xSO8Tg5QeUbyWl1SJJUz0G3d+PurXr0f9ps1o2LwZzv37ASkw00iuu/g11FYpt4Q1Wg1iU+1I7BKBpN8+7FFm0bGIhGMJE7XAW1uLhi1b0bC5sZQbtm2DVFvrl+f6eew8eFzKmTfaYNIhITMcSV0jkdQlAgmZ4TCauXw50Z+xhIlaSZYkuHJy4Ni7D869e+Hctw+OffvgKejYwVzJFoEfh/zHRykDLyzajJgUG2JS7IhJsSM6xYaoRBu0vHyI6JRYwkQd5K2ubizkvXvh3JcN14EDcB85AndhIeD1nvLrPRlZ+Dnz5gAkbT+NpnFyjPBYC6KTbIhJtSMmubF4jRaOcInaiyVM5CeyxwN3QQHcR47Adfgw3EeOwn3kMNxH8+EpLYWnrAyywwHHgFH4JXKi0KxavQbWcCPCos0Ij7EgLMaMsBgzwmPMCIuxwB5t4mVCRH7AEiYSyFtbB2dlDapdFjhq3XDU/fHhcUvw/vbhcUvwen77OOY2WZah1Wmh02ug1Wmg1Wmh1Wmg++2/Wp0GWr0WJoseZpsBZrsBJqseZrsBZmvj52abgfMtEwnCEiYiIhKE+5eIiIgEYQkTEREJwhImIiIShCVMREQkCEuYiIhIEJYwERGRICxhIiIiQVjCREREgrCEiYiIBGEJExERCcISJiIiEoQlTEREJAhLmIiISBCWMBERkSAsYSIiIkFYwkRERIKwhImIiARhCRMREQnCEiYiIhKEJUxERCQIS5iIiEgQljAREZEgLGEiIiJBWMJERESCsISJiIgEYQkTEREJwhImIiIShCVMREQkCEuYiIhIEJYwERGRICxhIiIiQVjCREREgrCEiYiIBGEJExERCcISJiIiEoQlTEREJAhLmIiISBCWMBERkSAsYSIiIkFYwkRERIKwhImIiARhCRMREQnCEiYiIhKEJUxERCQIS5iIiEgQljAREZEgLGEiIiJBWMJERESCsISJiIgEYQkTEREJwhImIiIShCVMREQkCEuYiIhIEJYwERGRICxhIiIiQf4fTsIZDRSKZU0AAAAASUVORK5CYII=\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# ==========================\n",
        "# FUNÇÃO MATEMÁTICA\n",
        "# ==========================\n",
        "\n",
        "plt.plot(x_func, y_func)\n",
        "\n",
        "plt.axhline(0)\n",
        "\n",
        "plt.title('Função y = x² - 4')\n",
        "plt.xlabel('x')\n",
        "plt.ylabel('y')\n",
        "plt.grid(True)\n",
        "\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 431
        },
        "id": "rfHzOFfmbIbe",
        "outputId": "71170495-0769-41fa-b8cb-871e72a4758c"
      },
      "execution_count": 11,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 800x400 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# ==========================\n",
        "# EXPORTAÇÃO\n",
        "# ==========================\n",
        "\n",
        "plt.savefig('grafico.png', dpi=300)\n",
        "plt.savefig('grafico.pdf')\n",
        "plt.savefig('grafico.svg')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 54
        },
        "id": "XyPR7VdWbLaX",
        "outputId": "19a3645c-ae02-46a4-a177-64ccd73aa0bb"
      },
      "execution_count": 12,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 800x400 with 0 Axes>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install plotly"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "EWQ8p_1ZbMer",
        "outputId": "af3f19e1-ad2e-4acd-8115-e6eef53809ba"
      },
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Requirement already satisfied: plotly in /usr/local/lib/python3.12/dist-packages (5.24.1)\n",
            "Requirement already satisfied: tenacity>=6.2.0 in /usr/local/lib/python3.12/dist-packages (from plotly) (9.1.4)\n",
            "Requirement already satisfied: packaging in /usr/local/lib/python3.12/dist-packages (from plotly) (26.0)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import numpy as np\n",
        "import plotly.graph_objects as go\n",
        "\n",
        "x = np.linspace(-5, 5, 80)\n",
        "y = np.linspace(-5, 5, 80)\n",
        "X, Y = np.meshgrid(x, y)\n",
        "\n",
        "Z = np.sin(np.sqrt(X**2 + Y**2))\n",
        "\n",
        "fig = go.Figure(data=[go.Surface(x=X, y=Y, z=Z)])\n",
        "\n",
        "fig.update_layout(\n",
        "    title='Superfície 3D interativa',\n",
        "    scene=dict(\n",
        "        xaxis_title='X',\n",
        "        yaxis_title='Y',\n",
        "        zaxis_title='Z'\n",
        "    ),\n",
        "    width=900,\n",
        "    height=700\n",
        ")\n",
        "\n",
        "fig.show()"
      ],
      "metadata": {
        "id": "iJK_cWi6b-qE"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "fig.write_html('grafico_3d_interativo.html')"
      ],
      "metadata": {
        "id": "SiRdaz8HcP8I"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}