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May 22, 2023 17:24
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boroughs.ipynb
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| { | |
| "nbformat": 4, | |
| "nbformat_minor": 0, | |
| "metadata": { | |
| "colab": { | |
| "provenance": [], | |
| "authorship_tag": "ABX9TyPZ/CVU9wG6z40k/aoowZor", | |
| "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/gist/mmc1718/984171610119200de3bd8846f35c40cb/boroughs.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "# filtering for green spaces\n", | |
| "condition = gdf['leisure'].isin(['park', 'nature_reserve'])\n", | |
| "gdf[condition].plot(figsize=(10,10), color=\"green\")" | |
| ], | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 454 | |
| }, | |
| "id": "f3nJG89jbTBP", | |
| "outputId": "5faa352e-0c50-42b2-fa8a-d499df2b71e5" | |
| }, | |
| "execution_count": 19, | |
| "outputs": [ | |
| { | |
| "output_type": "execute_result", | |
| "data": { | |
| "text/plain": [ | |
| "<Axes: >" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "execution_count": 19 | |
| }, | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "<Figure size 1000x1000 with 1 Axes>" | |
| ], | |
| "image/png": 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\n" | |
| }, | |
| "metadata": {} | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "# fetch borough boundaries\n", | |
| "boroughs = gdf[ (gdf['boundary'] == 'administrative') & (gdf['admin_level'].isin(['8', '6']))]\n", | |
| "boroughs.plot(figsize=(10,10), column=\"name\", cmap=\"tab20b\")" | |
| ], | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 449 | |
| }, | |
| "id": "sM7HiONxcdk7", | |
| "outputId": "847a1c4e-cb8c-476b-c68b-365d8c12a7bf" | |
| }, | |
| "execution_count": 20, | |
| "outputs": [ | |
| { | |
| "output_type": "execute_result", | |
| "data": { | |
| "text/plain": [ | |
| "<Axes: >" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "execution_count": 20 | |
| }, | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "<Figure size 1000x1000 with 1 Axes>" | |
| ], | |
| "image/png": 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eQMWcTqtDEdLMaSuyOgRBEIScMqEleQDNzc3U1tYya9YsbrvtNtra2qYUwCOPPMLq1au5+eabqaysZOXKlfz3f//3Ocdt376dyspK5s+fz2c+8xkGBwcvOG4ikSAYDJ71IQhC4ThytM/qEHKapsEjPweHXGN1KEKaRZMX/vspCIIgnG1CCdO6deu4//77eeKJJ7j77rs5deoUmzdvJhQKTTqAkydPcvfddzN37lyefPJJPvOZz/D5z3+eH/zgB2eO2bZtGz/84Q959tln+eY3v8mOHTu49tpr0fXzl8L9xje+QVFR0ZmPhoaGSccoCEJuSSQ0WlrERWE6HHhpFiPtawFRICBfKJLN6hAEQRByypTKigcCAZqamvjWt77Fpz71qTOPb9++nSuuuILh4WGKi4svOIbdbmf16tXs3LnzzGOf//zn2b17Ny+//PKYrzl58iSzZ8/mmWeeYevWrWMek0gkSCQSZz4PBoM0NDSIsuKCUAB2v9bBP31zu9Vh5IXSMonLrzGomn2IlBG2OhwhDeZVv4851aJwkiAIhW0iZcUnvCTvnYqLi5k3bx4nTpyY9Bg1NTUsWrTorMcWLlx4waV+s2bNory8/ILndTgc+P3+sz4EQSgMTz513OoQ8sa8RRJVc46IZCmPeJxVVocgCIKQU6bUhykcDtPS0sLHPvaxSY+xceNGjh07dtZjx48fp6mp6byv6ejoYHBwkJoasbZeEISzvbyrjT17uqwOI28YBqT0yS+7FrJP60N9NA/+juhgGF9NMes+eyWqQ7RlFARBOJ8JzTB96UtfYseOHZw+fZqdO3dyww03oCgKt956KwA9PT3s3bv3zMzPgQMH2Lt3L0NDb3eP37p1K9/5znfOfP6FL3yBXbt28fWvf50TJ07wwAMPcO+99/LZz34WGE3K/uqv/opdu3Zx+vRpnn32WT7wgQ8wZ84crrnmmil/AwRByB1d3UFGRuIXfP673xt7Ka8wOXteNTiw41IObL/U6lCEdDAUTj11ko5XTzHU0o/NYxfJkiAIwkVM6F2yo6ODW2+9lcHBQSoqKti0aRO7du2iomK0ueE999zDXXfddeb4yy67DID77ruP22+/HYCWlhYGBt4u97tmzRp+/etfc+edd/K1r32NmTNn8u1vf5vbbrsNAEVR2L9/Pz/4wQ8IBALU1tbynve8h3/4h38QvZgEIc/teqWNJ588jq4b1NUVsXdfN+Fwgi/95WUsX/b2DPPQUJTu7hD/87+7icVSFkacf1IpePXF0QI7q7fMIMFpawMSpsQRqsLUjTOfJ8MJhlr6UJ029KROycxygl0Beg900LRpLnaP+DsrCIIwpaIPuWQiG7sEQbBGKqUTDMax2RQGBqM8+ugRdvz+1DnHVVV5ufXDy5k/vwKfz8EX/vJR+vsjFkRcWNZcqrDmqhOkomWotiRJefL7VwVruNuW0HX/2BVmZVWmZGY5g82jJfkXfmAFKz++cTrDEwRBmDYTyQ1EwiQIQtb47aNHuP8Hr0/oNaoqo2nGxQ8U0srjlfj4F5tJ6KJBcC5x71tH12/G35ewuKkMR5ELh9eBaUIqkkB12XEVu5FVGVeZB39tMUUNpXgq/cjKuSv9Y8MRTBPcpZ50fimCIAhTMpHcQCxcFoQClErGeOnR7xEJDbLs0hupm7UCWbH27SASSfLLXx2c8OtEsmSNSNjkN/fP4wO3KyT0XqvDEcZJH5hYD6ZA6/j7mdncdkpmluOrLkK2KSQjCQKnBxlpH2LhB1ey8g/FPjhBEHKTSJgEocCYhsGOh7/NvhcfAuDo60/g8hQzd/mVNMxbQ/3sS/AWVUxLLKFQgsOHe0mmdLq7Q4RCiYu/SMganW0GD983hw98IkVSH7r4CwRLSYZK4GDmlq6mokn6DnXRd+jcKpV6UsvYeQVBEDJNLMkThDynpZL0dx2nv7OZ/s5jnD6yk8BAxwVfU1E3jxkLL2XGgg3UzVqBok7srvS7xWIpHn/iGPsP9HDq5BC6YSJJEI2KAg35oKpa5qY/6iRhtlodinAB7qOr6Howasm5y+ZWsvim1VQuqsHudVoSgyAIwjuJPUxjEAmTUEgiwQGOvv4kR994kr6Ooxj65O/uOlw+Vmz7Ok5/Ey6XjVkzS3G5zk2gUimd/fu7ae8YIRCIU1TkJJHQOH16mGPH+wkGxexRvtt6rcz8NS1iiV4WMk2JxH+uJB6IWRrHDd+/HVeJ2MskCIL1xB4mQShQg90nefnJ/6Z577MYRnqWwNidRXznv06S0ker1TkcCrU1flKagc/noL7Oz9BwjKNH+4lEkmk5p5Cbnn3c4NnHZ3Lpljksv7SHpNRidUjCm7xHVzESsL6SZNcbbczeutDqMARBECZEJEyCkAciwUFe3/4TXnvuR5jG2CWDJ827mpQunfk0kdA5dXr4zOdHjvSl93xCztu5XWfn9go++RceJO9+q8MpeM6BmXQ/fP6Gz9Op92CHSJgEQcg559b/FAQhp/R3HufB//wTdj9zf/qTJUBJHkOWC2LlrpBmP/iOm97j67Gbs1Flt9XhFCQ1XkTgZyUYqfS/N0yUs8jFqk9utjoMQRCECRMzTFnONE3iPS8iKQ6clWutDkfIIqZh8MaOn/L7R/59SnuULibQe4Rr1zbw+CuLMUzp4i8QhDfpOjz6EEAFUMHtfx5H8e+1NqhCYijov1lMfGj44sdOg3nXLcPhEwUfhOximiaDHS9TVr8eSRLzCMLYRMKUxbRIB4ED/44WOgmAZPPjKF2K6qlH9TbgrNpgcYTCdIpHg+x76ZfMXLSR4vJ6nvjxV2je9+y0nHu49Snee0kfLzVfxnBQvG0IE3fL7Tq2ooMYYrJy2jhfWE/Psewo9+6tKaJp01yrwxCEsySigxzb+U0G2l/EV7aA+Zf+Nf7yBVaHJWQhceWTpUzTJNzy8zPJEoCZChLvfWn0E9lGqaMUe/F8iyIUpktouJfXt/+E/S/9klQyxitPfR9fcRVDvaemNY6hrr2sqevloPNDdPVNrcy4UHjKG9tIZHAmVDibp/kSOndYnyxJMpTOKOWKu27E7nFYHY5Q4OKRPoY6dzHU9RrhweNEg+3A6F2c0OBRXn/0j6mZex0NS27FU9RkbbBCVhEJU5aSJAnFXX3+A4wUgb3/RNn6f0Vxlk5fYMK0iEeDnNj/PKcO7+TEgefPWnKXSkSnPVl6SzjQzaKSn2NTb6a1S1z8CONz/S2IUuPTyDnURM8vs6NiZcMcF2WDuxj4aYqya6/GUVdjdUhCgTENneGeN+g69hv6W3dgmuffz2eaOl3HH6G7+TFq5r6PWas+jd1ZPH3BCllL9GHKcomhgwT2/3+YqfCYz6ueevwL/gR76eJpjkxIJ0PXCA73MNB1ghP7n+foG0+ia9lxwTMWu9NHxHULuw8XWR2KkOWu3CYxa/WrF7xIEdJHSfiIfX8+0QHrS4gDrFkSQetoG/1Ekii+/FIqb74BxSX2MgnppyUjhIaOY2gJdC3GYMcueloex5xkmw3F5mHWyj+iftHNYn9THhKNa8eQqwmTnhhm4MXPYhoXbvqp+mbjnX0zzoo10xSZMBmR4ADhQB+hQB+97YcZ7DlFoL+Nob7WrE6QzsfX8EGefHUmIIpBCOeqa5S59mO7MDGsDqUwGDLyrzYwdNj6pXgA1U1OaiP7MbWzk2VHYz1Fl66laP0aVL/PougEK7Ud/CmpRJDyhkvxVywhGRsiFmzH4anE5avFNHSiwXYS0X4S0QEMLYHN4cdd1Ii7eAay/PYCKS0VIdCzl56WJ+k//XxGbs6U1K5h7tq/wFsyK+1jC9YRCdMYcjFh0qI9hI79L4mB18f9Gpt/Ls6ay3DVXoGsujIYnTARqUSMJ396F8feeMrqUNKutHELT7y2Ak0Xd9+Es/3hZ5LYSt+wOoyCYX98E327B60O44w1yxNorSfP+7yjoY6m//MFMdtUIExDJxI4TTjQwuEdXz3zuKd4JiU1q+g48gsU1UVx9UqGu1/D0Me+iSgrdly+ekxDQ0uFScYDYGb+powkKVTNvoampR/FUzwj4+cTMk8kTGPIxYRpYOcdaJH2Sb1WUt24aq/EM+MGFEdxegMTJqS9+XWe++U3Geg6YXUoGVNav46n9m4gmRJJkzBKUeDT/7eFhN5vdSgFwd2+mK77smcmT7XLLK84hRGJXvA4xe+j7o8/jnvRfCRJzFSni6nphPbuJ3qsGS0QBJ+dyJw+ZNWGLNuRFBuyYh/9kG3Iig1JtiFJMoaRwtCTGFoCTBNJVrA5S3B4KnC4K3B6KpEV+8VjMHSGe/bQd/o5QgNHiIy0YmjZ0UB5qqpmXU3Tsj/EWzLb6lCEKRAJ0xhyMmF6+Yto4dYpjSHJDhxVG3BWrsdZKZbrTSdD19j74kPs/N3dJGJj70HLJyU1S/n90SsJRRWrQxGywIc/oeGtfc3qMAqCkvSSemAxwbag1aEgyTBviRN/ohutt2fcr/MuW0ztpz8hZpumwDRNEp3dhPcdYHj7i2iDZ/ffMjcU0aNu562qcJMn4XCXo6WiuLw1OL3V+CuXUFqzGm/ZPAI9e+hv3U7f6e2k4tnRAyxTfGXzaVj8YSpnXnXWMkEhN4iEaQy5mDBpkQ6i7U+QHDmOFmyZ8niu2ivxzf+kWKqXQalknJ7WQwx0n2DvCw9aVs3OKv6yJvb3Xk9X/8XvPgr5SZJMbv64QVH9XgwzZXU4ec8x3EDoZ1VE+60v8mB3SixYZEM5uW9Sr3fObKLhC59B9XrTHFn+Sw0Nc/r//SvacOCCx5mbiuiVf5+xIiyK6kbXLjyrmI8c7grqF36ImnnXi6p6OUQkTGPIxYTpLaaRYuTw3cS7d0x5LNlZTvGSz2MvyUxVvWTgKHq0G9lejJ4cJjm4H9NIIdt82EsW4yhbhmzPr8pqpmnS236E/S/9kiOvP46WzI8lB5Pl9BTTa36YQy0eq0MRpll5pcQtf9RLQjr/vhUhfVxdC+n/iQ0tlh2J6YLlLlytU9uzpvh91H36djwLRY/B8YgeO8Hw9hcI7dmPmRzfz4F5aRE9yvMZjqwwSZJCWf0Gaud/kLL69aKyXpYTCdMYcjlhAjD1JL3PfwzMNDR+lGRcNVvwzPoQqqtq6uO9KRU8yeCrd144RknB5puJvWwZ9uJFyM4yFEcZsi23Lq5DgT7am3fTvO85uk7tIxrKjqpU2UJWbFD2EV7cV2F1KMI0WXqJzKb3HSapB6wOpSB4Dq2l6+EIpm7NviXVLlE/y4nfreOI9IJpYOo6+mAaik4oMrWf/BhFG8a3jNw0DJJ9/SR7+nDNnonqK4wZqtjpNk7/v3+BSfwMGFf46NWmfhNWOD+Hp4r6BTdSt/BG1By7xikUImEaQ64nTJH2xwkd/Z+0jinJDvwL/wRX7ZYpj2UaOoOv/h+00GTuLEsorgocZZfgqr0Cye5Dku2YxujdMklxINt8ltypMQydAy//msHuk8QiAYZ6TxMNDxMOiCac41LxcXbuL7M6CiHDPvIpDX/NAXTzwu0PhKlT40UYjy1m6FA27Q0xKa91UlUF7uQAWmfH1IdUFEq2bKTihvehuN0A6LEYic5ukr19aIEgqf4BYidbSfb1nZld8a1eSf2ffWrq588SpqYhqWfvjTF1neDuPfT94jdoQ5P/OUi8V2YoJPYZZprNUcTMlX9E3YIbRWGTLCMSpjHkcsJkGjqDu76IFknDH6Ex2IoX4m64FmfVeiRpchv2ox1PEzxyT5ojewdJRXFVojjLcFZuwFW7BUlxZORUhq7R33mc08de4dgbT9LfeTwj5ykIkoSv/v08vXsWhin+UOSbymqZ9ZcbVMx5halvJBcuRo0VE/vhXCK92V1EZtEKJ47WvZCGywtbRTk1H7+VwaeeI3Lg8DljKl4PNZ+4Dfe8OST7+pFdThzV6Vs5YZVEdy/Dz7/AyEuvUHLlZipueB9GIsHQ09sJ/H7nlBKlt5gShLYNEQmfnnrAwkWV1KxiyZZ/xObMr20JuUwkTGPI5YQpcvoRQs0/yPh5ZGc57rqrcdVegeIc36xAcqSZWOdzxLqemZY+CG+RbH48jdfhaXo/0jjKm76TaZoM97fR3ryb/o7jjAx1EY8GiYUDJGJBkvEoxiS7ggtjK66cx6nQlRw56bY6FCFNVBX+5K/7xH6laSJpdoyfXsLIqRGrQxmXuUtceLv3gZ6Z4gIAtvIyZt71f1Bc2VfIyEgmiRw+RvTIcdRiP2XXXn3R15i6TmjvAQLPv0Dk8LGznrNVVqAFRjCTaW5wvqGIblXsZ5oudlc5s1d9muo57xWzTVlAJExjyNWEydQT9D73B9N7UknGXrwQZ/UmnJXrke1nf7+MVIRY9w5inU+jhdumN7Z3kZ0VuGouQ1bdSHY/ss2HbPOhOMpQXBWYpolp6IQCvQz3tdG8/zlO7H9e7DmygCTJeOo/wFOvzgDEH4p84HRKfPIvu0lw2upQ8p7td5vofy17mtKOR+M8F+WBg+m/yH+Te/4cqj5yE86mhoyMPxmJrh4GHnuS8Bv7MRJvLlGVJBru+AzepYswDQMtMIKttAQAI5EkevwEkSPHCb7y2kWr3GWCsdVHb1LsZ5pODYtvZe7aP7c6jIInEqYx5GrCFOt+gZGD37YuAEnFXroUZ+U6JMVOcugQ8Z4XMY3s36vQHmrghR0vAmBO4+yXcGGljVfyu1eXiyV6ecLtgdvv6CVBYZXQn07OoSZ6vpObs7M1M5zUxo9gxDNXPdQ5awZl77kC3yXLz9nvM91Mw6Dnxw8S2P7iWY/LHjeupgZiLacxMSnefCmxEyeJt3dMqmhDusWu0wkEJ1cOXpg4WbGz6LKvUDnjCqtDKWgiYRpDriZMw3u+TmLgdavDyEkp+ywe/OWzVochjKG0YT1P7VlPMiVKruYDmw0+8RdBdMfhNx+R8MhV6FKCuJ5NxQlyk5x0kfzBUsLdIatDmZQ1i4JoXZ0ZP49aWkLFB95L0Ya1SKp1DbSNVIrT//D/kejosiyGCVtVRLdbLM2bTpKkMHvVZ2hcOs2riIQzJpIbiKuVLGeksntzbzazSTGrQxDOY6h9F1cvfQ63w/o7q8LUpVLwyI+q0DvmoJ1Qaf3VYV77n1+x578fo/2RE+gn7bi1Wmzy26V1nUoJqpx9e0+ykWGP4fqDk0hy7s3KzlrkQuvpnpZzaUPDdN/3E1q+/DWGnvs9RtyalRCpwSGS/QOWnHuypNNxJNna2blCY5o6J177Dodf+Ed0LftX7RQ6McOUxQw9ztDuv5tkqW4B2cGTLwcY6OuxOhLhPIor57Gn6xq6+21WhyJMQnGxg6Uzu5FCv0eLjO99qqi6BldxCUPtbbh8Pua+91JMRUMnScqIoMgOUnoEkJCQMDGQJAVZUjFNHeMdfd4kZCRJxjA1FHm0aqZp6siSDWnQTSocw9Pox4yN1vCT7W/eI1QNdCmBZiYw0ZGQARMTExkFEzBNDcPUkGUbquREwY5kvmvWQpcx1RQGGhISII/GZMpgSG9+mKMnt0OM/rPinwh3zzy6/lvJqWKEvhIbc21HM7aH6WJkt4uSyzdRfPlG7JXl03LOvl8+wuBjT03LudItcZ3EUFCsaLGCy1dHzdzraFr2cVEMYhpNJDcQtxOymKw4cVauJSwSpskxEly2cQm/+rVImLJVoO84c11tNC65lVcOllgdjjBBfq+C3nP/hF4z0tPNyJszDslImNf+95fnHOPw+DD0FKl4HElRMN+stOYuLsHmGE2MoiMjpBJxME3KZsxksPV0WspYZ1L9suVULp6N4Y2TGGeDX1ffHPR91XS/OjytlUjTYc4sHbPFmmQJwIjGGHz8aQafeIbizRuouOn9KF5Pxi5ITU1n6MnnMjL2dFATormqFZzeWmTVSWSkldE7IiJhykZihinL6fEB+l/4tNVh5CxJ9fHzx46SsugOpzA+kiSjlX5cJE05RlVl1lV/D1OPWh1KzvGWV1K9YD6+2nIUn0RSDr05swa2aCm2o/MYeU0n0pOby7Ib57so633D6jDOonjcmKaJa2YTJVdtwdlYj1pcNGYCZRoGkYNHCO5+g1jLaRSvB3t1Ja5ZM1C8HjyLF4xZzrzzv+4j+EpuztIkr7UzGN5ldRgFwe4qo2HxRyitWY2vfL7V4RQsMcOURxRnObaSxaSGD1kdSk6KSZWkkvutDkO4CNM0cIR+xiUL/oA3joqmflYqKXbgcMj09F58D6CmGVDxUei5dxoiyy/hgT5OvNh31mPu4lLmNt3AwJMyhpYb/ZbG4i22UaW1km3d7PTIaGIfOXSUyKGjAKglxfhXr8SzdCGuGU0gy4zs2k3g+RdIdJ699yp24iQjL44mFPaqCuo//6c4aqpIdHYz8NiTxE6cIjWQW6Xf38mQxT6a6eLy1dG09DarwxAmYEJFH7761a8iSdJZHwsWLDjz/L333suWLVvw+/1IkkQgEBjXuJ2dnXz0ox+lrKwMl8vF0qVLee211848b5omf//3f09NTQ0ul4urrrqK5ubmiYSe01RPndUh5KzCmD/ND1oyhjP4v7xn7SkkSfzDWUGSYHnja8y2/TvLFo6vIfT+E6UZjqpwKEkfw8/bMbTcWnr3TpIMCxsCaIO5kThowwGGnn6e9m99j+Of/xua77iT3h8/eE6y9G7J3n5O3fVNTn71nzj51W8Q3PVaTidLALaUWJI3HcoaNrLqunusDkOYoAlXyVu8eDHd3d1nPl588e1eA9FolG3btvHlL3953OMNDw+zceNGbDYbjz/+OIcPH+Zf//VfKSl5e2nOP//zP/Mf//Ef3HPPPbzyyit4PB6uueYa4hns65BNXFWbkNTc7MFhtQw2mRcywTQJt/+a61btoNgn/vGm26olEsn+pzH1MN6Rf2H2zItXsVs0S1SjTAdZtlObuoFUNLeXDy9ZYUdrt7ah+VSY2vjnxcxkkkRbdvRRSgdlVwpZdVodRt6SFQe18z/Iwo13Wh2KMAkTXpKnqirV1dVjPnfHHXcAsH379nGP981vfpOGhgbuu+++M4/NnDnzzP+bpsm3v/1t/vZv/5YPfOADAPzwhz+kqqqKhx9+mI985CMT/RJyhh7rR3aUYiuej9gEODkeh1hikIuGOt9gdW0H7YmbOHZalJ6eDlVVLhzD//Z2ETZTo9h74d+fpQsdKH3fyHhs+U5CYb73MwQO52afpbfUzHCinhbNT3NWiR1DK4wb0VaoW/BBZq/6DEgyupZAUR1WhyRMwIRnmJqbm6mtrWXWrFncdttttLVN7U7SI488wurVq7n55puprKxk5cqV/Pd///eZ50+dOkVPTw9XXXXVmceKiopYt24dL7/88nnHTSQSBIPBsz5ySbz3Zfpf/FMGdv45Ay9/AVOLWB1STpLiHSxassTqMIRJiAb7qNT/l0svEVstM02WJRaWP39O8QZVPv/d9iK/HX/wW5kOLe9JKCz0f5bA4dws7vAWh0ehzmwBIz9mWwqRPlfcmM2k9kM/Z/sPt7D9B5fxwk+v5ciLX6fj6K8IDhzFzLEKmIVoQlci69at4/7772f+/Pl0d3dz1113sXnzZg4ePIjP55tUACdPnuTuu+/mi1/8Il/+8pfZvXs3n//857Hb7Xz84x+np2e0JHRVVdVZr6uqqjrz3Fi+8Y1vcNddd00qpmwgKaPT4nqs1+JIct+KBSW0NDtIJMRsUy6pn381hv/9xPRatm0L8cQTonhHpqxbliDZu/Ocx13GHmDVWY/VVruYXdOJOfQIRlL8Tk2FqnqY6/wjhnM8WQJYMl9DP5lbNyaFUScaV2EzUhTbfg/iV3paGFqc7uZH6W5+FABJtuH0VGJ3l6OoLmwOH5Jsw1c2j4ZFt1gcrQATTJiuvfbaM/+/bNky1q1bR1NTEw8++CCf+tSnJhWAYRisXr2ar3/96wCsXLmSgwcPcs899/Dxj398UmMC3HnnnXzxi18883kwGKShoWHS40031VMHkgqTbHIovE1KdPCe92zmt799xupQhAuoalqFq2ITSDZ0qZxQai5vldmSZR8f+MAqfvOb3CzXm81mNLqQev99zOeSAzvYtHIOuw+XsnC2TLH6Bsn+59B7xP6yqSovWkLJ0FYCp3M/WQKQAn0XP0jIKsOlDTwqLeDYoRA+r5uPzTiF6JlqDdNIEQt1Egt1nvV4f+sOkTBliSmtdSkuLmbevHmcOHFi0mPU1NSwaNGisx5buHAhv/zlaDPDt/ZL9fb2UlNTc+aY3t5eVqxYcd5xHQ4HDkfurg9VXJW4ai4n1vWs1aHkhSJ7gJtvvIpTnUFee+VVq8MR3qF2zmaMko8R18pIXOA6PJVy8uEPb+Kpp95geFj0/UmXurIBzAskQEbP91ld4cIcjpHb5Qiyx5yqm4kfKCGczJNkSQYjmLtl0AtNymbn1bqNPH04gaaP7psrLbERl5YQ0RsoV35ncYTCW1SbqFyYLaaUMIXDYVpaWvjYxz426TE2btzIsWPHznrs+PHjNDU1AaMFIKqrq3n22WfPJEjBYJBXXnmFz3zmM5M+by6wly0TCVOamMlB7AyyoNZLT2MTHW2tVodUUFyeEkpql2H3NIKtCkMqJ2X6SepFRE0n423YEgqZbL1yFXv3HePECXFHOx1a+8ppvMgxpi4q4aVLiW8+0T1FmEb+zNK5vCqmlj9fTz5rrV/Gr3vLGDhw9u90a3uU/23fjCxL3HrNFoql7dYEKJxl1qpPWx2C8KYJJUxf+tKXuP7662lqaqKrq4uvfOUrKIrCrbfeCkBPTw89PT1nZpwOHDiAz+ejsbGR0tLRXh1bt27lhhtu4HOf+xwAX/jCF7j00kv5+te/zi233MKrr77Kvffey733jjZClCSJO+64g3/8x39k7ty5zJw5k7/7u7+jtraWD37wg+n6PmQlZ8VaosWLSAUOWx1K3jC1MKtXzhUJ0zSwOdyU163AUbaZEW0lUWxEYdzJ0flEYwaLFs2jvNzHrl0t6Qi1oHV0xpiz9CqSA2LJaqbJsp0acxvDRn7MLL2lpEKF3G5BlPfCvnKe9FzCniNB4Pw3QAzDJJKqpnh8bdiEDJNlm9UhCG+aUMLU0dHBrbfeyuDgIBUVFWzatIldu3ZRUVEBwD333HNWoYXLLrsMgPvuu4/bb78dgJaWFgYGBs4cs2bNGn79619z55138rWvfY2ZM2fy7W9/m9tue7sD8l//9V8TiUT4kz/5EwKBAJs2beKJJ57A6czvfgGSYkcSvyxp57aLXa2Z1rDoeiLO24iZNmIZ2IanaSZlZdVceYWD554XNxSmqj20jipEwpRp9WVbGN6TX8kSgN+HSJiyVNRTwu7yS/h9c5xE1/iKcvhs7RmOShiv0OAxqmZddfEDhYyTTNM0L35Y7gsGgxQVFTEyMoLf77c6nHFJjhwnsPebGMmA1aHknX2tfg7uF/1CMsnu9FBcOR93xQZC5qXoZmZucChKjEcffYPCeCfLnEtXxqDnbqvDyGsLy/+UwN6U1WGk3eKVDuyn9lodhvAOoaIKXilazkvHY6RSE1su+UfXPY3DbM5QZMJEVM2+hsWXfcXqMPLWRHKDCfdhEqaPvWge3tm3gqRYHUreKS3NjaQ5lyXjEfra3uD0699F6v06ipSZhoi67uLDt2yipMSdkfELhV07anUIec3tqCR4KD97rYyExKVEthgpqeGJhqv5l+45bD8UnnCyBKCbotBAthjq2EUyNmR1GAIiYcp67vqrcFSstjqMvNNYMsKtH7ocWRK/AtNhoPMQnsSDGRs/GDK58opVbNgwJ2PnyGc+n53U8G6rw8hrdlsRxiQuXnNBJJifX1euaatbxr+2z+DFwyF0ffJT7h3BdWmMSpiKVGKE47tEg/BsIK4Wc0DRoj/DXrbc6jDyiqmFkBNtfORDG6mqqbU6nILQfeIZ5AwWpo7FDUpKqvjQh9Yji2YiE+LzKJh6/u2tySaBcDMlK/JzJ31gIAmyuJywWk3fUSrKpr70OaVNqYCykGbD3W+QiIpNglYT73A5QLZ5KVn+N0iqWHKUblK8g6VL5lkdRlazOTyU1y2mdu7l1C94DzWzN+IpqpzwOKlEBI+tLQMRni0aVbjpJnGHdCK6e+PsHvjSaLNsIWNSyrDVIWSEaYD6ZiVcYfppsspweSOna5ZRVTz1QlE2m+i4lk1SiQCHX/gaocHjVodS0MRfxxwhKQ6cleuJdT1ndSh5p6xI3Dd4N6e7iIoZlyF5NxJMzUJDebsauAtsfigliSonkKQUqhxBZRhZH8BI9qPF+4iHe4mGeomF315/bQafA1fml81Fogq33HIpv/jFyxiGqAZxMaZpkkqZREu+iCf0X5gp0YQ0nbyueuqNDzHyesjqUDLHWwTvqIArTA9NVvmWcSnBU28lOeOrhHchNiX/CpPkuuGu3ex+5BMsuuzvqJ69zepwCpJImHKImGHKDCWDy8RyiaLaqZl9OXLRZoKp+YRQ4QJ/Nw3sJI3RJUYJvRRoGH1CBbyjH45qcJHEqQ5ik/qRjBBM03aHcFji5g9dykO/2CmSpvNQFJk1S5Pohspw2IU//kM0kSylXYNyE4HmPE6WgJTiRiyEnX6qobGhSeXJg+n7O2ZTROuN7GRy9KV/QrX7KG/YaHUwBUckTDnEN/cPUT31RFofQY92WR1O3pBSAzgcThKJzFRxy3aK6qB+0QeJ2rcR1v0XTJImw8BOVKsBatI78AV4PTKanqC9fQi7TSGeyEAzqBxWV+NibsVuUkM7MXvDyEAlU+4pLLyLqriZW/pRAnnYe+ndAhEb5UVFGJEIpiZ+kqbTksgJnlXr0bT0VGF0qPn/85qrDD3JgWf/D4u33EXljCutDqegiIQph0iygrv+atz1V5MY3E/w6L3o0W6rw8p9RgKHy1V4CZMkUT//alLemxnRS6dt5ieTVFXC4dB5+De7SCbz4AvKgPIyJzOUfyPZH7U6lLzmdlTSoP8BgT35PbP0ltNHY5ymljVLImgdmd+rKLytZKCN+qp5nO6ceqKzfpWdMuWpNEQlZIpp6hza/hWkK1Qqmi6zOpyCIRKmHOUoW0bZun9mYOdfYCREjf6pkFQfWrLf6jCmVXndEpx1nyScasqLROktfX3d7NrVYnUYWcvlUlng/k8MTSRLmeK0lzKz6GZChyGYKIxk6Z0Mu8vqEArSppIgq0rtRLERMxReO50gHJnYcoFLljlZVSVKWOcC09Q5+Pz/Zd76v6RuwQetDqcgiIQph8mqG++sDxM8crfVoeQ0UwuxZcs6fve7Z60OJaMcLh8VjeuRizYzklyElsq/HQd9fVPf8JzPUikDXQuLvSYZUupfhL/jCgInC2y2+h16gx4qrA6iAC1offXM/+uSTMnsjfx6//hf/74rwjQ6781AZEKmmKbOsZf/GS0VoWnpbVaHk/dEwpTjtHCr1SHkhRL1NIuWLuXwgQNWh5I2iuqgZvZmVHcThm0uwdRMwm8WcsjXNkVanjYGTRdNM7B556CFm60OJS+VupYSCRZusgTQcSJK9fJZ6K0nrQ6lILXWL+OHJ30k9k9sdsltH0aSxN6zXNTy2ndRbC7qF9xodSh5TdRTznHJ4YNWh5AfTINL5kiUV1ZbHUnamKZOyvdhAryXYGouhXB/ZN160VPrfGw2mXmzXSJZyhC700vEe4iyFSVWh2IxidbBIquDKFhVg6dIpSZe/MEmF97y0XzSvOvfGO7ZY3UYeU0kTDmudM3XsRXNtTqMvGBqIS65ZJHVYaSNoWvYwg9ZHca0ikYV6usK/YL1XD6vnXW136dSu8fqUPKG21dC7dxlLLrmPSz+8FXMunUZxZf7Ua5oQVIK+0/rUE9hz7JZpaN2Mc+VrUeZxM+fS+7MQETCdDFNnSMv/ANaSuxPzZT8v+Wc52TVRdnaf0KLdBHreYHk4B5SI+IO8mSVe/OrJ1PnsWcoXflxdNNpdSjTwjRh1epZdHS+bnUoWUU3DIzksNVhnFd5VQNNsxfhLy7j+d89MG3nlRWVspqZ2FwuHD4vjhI3kiShR1PEAiGCfT1UzZ+LrciOaYIkg+QAwxPHtI0uXzIJY8KZfWFJXy8Va+fS9/LgtH0d2Ua1K1aHUJBeSNVy6OTkZop+f+wDbJ33XWRiaY5KmC7xcA+n9vwPc9d+3upQ8pJImPKE6qnFUbaCeO9LVoeS06RkH4uXLuVQnuxlMk0Dl9pFODXL6lCmjSS5KS/3MjAgeom8xeu1AQpWlkR0ON1U1MygtmE2TqeLWCxCRWUNpX4npv7mRZqk8IFb/4zmowc4vOeFKZ3PZneh6ykkJCpnzAMkHF4Prgo/pmGiOGWMiigo71y+NHp3VgG8OPDSBCQx3mxuPd72x8bmAziPzCYeKMyLz6JSFcSv37Qrckz+te2dSeR5hfnzmk86Dj9EUeUyyhs3IcviEj+dxHczjyT6X0WPiGn1KTFTrJzroaurnOHBAaujSQsl9gqohZMw2WywcuUMnn763P19NpuCaRosWVzP3n3tZz1ntyt52btpzXLwqz9Fdi3BVG1Iho4+MkhyuBfZZkf1FCM7XES7T4Ke3k3fxaVVXHrF9ZQUeUB79xW0DzDfTpYATB2vTWfl0nk0zZrH47/8/qTOK8sK8z60Ad0eRzLldyVFESQgPS0+x6Y5RyjdYqPr4cK8AK2rSomEyQJbAq9TtnQZvz0w8SWRmmbQEvkUsz2T+50TssNoufEv4ymZzboP/sjqcPKKSJjyiLvhvcT7X0OPdFgdSk4zUwGaZjTmTcLUeuAXNK1dzkgqf/ZnXYiuJ85JlubOqeKSVXPQdZlEwkTXTebNm4EkA6ZBLC4hSeCw68TiCZ595iDRWG4vz5QkiSXLJbq1X3Ii2g3vrrjukIAUxPohBp7SUiqKqnCodmyyggoohomkpTC1JMn+TrTIyLjOXVZZz7rN2yjxqWCkxkiWxjGG30VxaRWBod4Jv9YwdGJH4zhWQGZTo/OLLX6Dmugaup8eHv/UVJ7Y87pBddNKGpzdaL09VodTMNRklGIzisNhI5GY2M2fVMrg1f1+Zm/IUHDCtJIksSw23UTClEcUZxmu6s2EW35qdSg5b1ZDKXvzaBtM36Fv4Vv4ryT1/K9eFY/buOWWS/nVr15G00avVBOJFJEIGMbbF8/hyDsvpEePS6VkwMX7rl/Hiy/sp6t7fAlCNnA6VbxelYGB0bvLS5ZLdES+M+7XR2JBIrHz97Gy2Rw0zVuBV7WjxqIkB7pIhc5umj130RpWrr4UGxHAHE2WJsnUY1x29Y08+ZsfkIhPfCNz55EDzF6yElO1plSyqaSIrd9JXckqUqddDLw+jKFZk7xZob8zTv1it9VhFBZJ5sluD4nE5GY2Y3EdAwcyiTQHJky3WLCDeLgXp7fK6lDyhmSaZkHc+woGgxQVFTEyMoLf77c6nIwZ3P13pAKHrQ4jL7SH6vn99qnto8gWxRUz8M38U0Kpwqmo6PdJ/PbRV4lEkqxfN5uy8mom8m7ncMg0N5/i4MHsnbF1OBQWLI2R4BCByBESWoAi91z86lYi+gsMRQ5l9PzVZQ0s8Fcyu6KK+oYGbGb612FJsp3hsM7O7Y8yPNA1rteU1syg5vLZGO7sWRLn3ruOrkcKp7Hy6pU6RncrZlxcfE+XiLeUbw0tnPDsksdj47LVQVy2MGWOXdjN9ou/SMh6NXOvZ+GmO60OI6tNJDcQCVOe6d/5ebGPKU0kxc3jL/YxONBvdSiTUlTehLuoAbXseoLJ2Uj52q32Auw2CadTIh43SaYm/lanKBL9/d3s2tWSgeimZsEiJzH1VwRjpy2Nw+P284Wr34dTyfDPl6QQjMk889gDxCLnTzxmrtiAc7nyrn1LWcBQcB9cRWCnQbQvYnU0GVcz00n1sOgLM50OztjAzw5M/H1OliTq6lwU+02WNu7DJo/gZr+Yacp1ksy6D/4YT/EMqyPJWiJhGkMhJEymqdP/wp9iJIYufrAwLhF5Ng//5hmrw5iQpqUfQndtIJxqYLTelzBVPh+89OJhOjqtLc1dXOygaXYUXWmld2QHmpEdMyi3Xn4ji8tc03IuSXHx+ht7OLLv7IqgdqeHOVdsxKzJ7moDpinhObCG3t9F0fOwyMg7rZk3iNbXZ3UYBWPnjCv43YH0vCfU1ri4auVL+NiVlvEEa9QtuIn5G/7S6jCylkiYxlAICdNbgsd/QLT1EavDyA+ynUee7yEUzJ29LOV1i1Fq7iChl1odSl5RVYnh4T5eeOH4tJ+7osJFbWOQoeTjhOPZt0Rwy4oruWpWzfSdUJLpHUrw7GM/xjQM6hdegn9VEaY9d+6IOwL1RH5ZS7hzcn1zslFZjQN/sYwkgcepY2s7iKnld1KYDQ43rec3p2xEIpPfMzgWRZG4amOC2Z77kaTM7QU0cCMjGq5mgmLzcOmHfoHNOf79y6lEkESkD0lW0FJR9FQULRlBSwaxu8oob9iYwYinl0iYxlBICVP45EOEW35mdRh543Sghpde2Gl1GBPSsPafCmq/0nSyqXF+88j0VQTx++3Ya+5GN7I3GfC4/PzVtvehTvOyT1PxEdCSnFL3gZR7f8ok3Q4PrWb4ePY2FZ6IlatkaMnsvjnhbSMltTzrXMIbxzO7N87vt7N1bRc1toeQxvF7FpOW0j5yKX3DXgYDEpVlBh5XikjMRiIpY1NNPK4UsmSiyAYpXWFFxX9k9GsoZA2LP0Jp7VqSsSFSiQCpRBAtGUJLhtGSYVKJEKn4MLoWR0uGMPTzV4h1+erZ8KEHpzH6zJpIbiCq5OUhe+kyEAlT2njcU+gGaBHFGABEwpQJKc3Jh2/ZyK8f3jUtfZsqq1UGszhZAogno0hM/x45SQ9RIkGpfT0nOc1wqnvaY5gKU9Is+K5ljqInpq01sulykiz1EYqGUG12ivvyu6BG0u6mtXoR3ZKfrphCW1+CYFuSc/sFpF8wmOTXz5RTXfVFrly5nxL56bOe16igN7mVUKyYU51eTp5+a7ZodHlgx5lt1ef+dDQ1uLluyb9mLniB9kM/o/1Qeq4JY6FOAr37KK5anpbxcolImPKQ6m2kaPHnCB77X0xNTHNPVYUvSnFJKYHh7N8bVlazEF/de0hIhdOo1gqhMNxww6X89pFXMt6vyVPcxWAOTEBoJmS67sP5mLEAM6UyarxNHIm+iillWcGH8zAlE/eaKLKzlMCxIHpidNmT6rShJzVMI7dmzSQzs993o9hP3ONgZLCfQOsxOPX2+eyr1uLqGUTSc+PffqJ01cavWt2Ewtb9Te/pjfGzp+bx3strqXf9loCxluNdizhwJEkq9db3ffzxSRJsXvLauGathGxh0nfqOZEwCflBVl04qzcT732ZxND+KfVCEYBEH9dtXcDPH34VTbOmp8t41M3dQtjzOQJ6Pt2zzl6hkMH737+WX/zypTP9nqaqosLJ8HCSWXMcOP2n6As/T9tw9mdLs+sX4JAtDsLUcYZGuMS1jmE1hgsXCjIhM0xb/Ag62deIWJJMorP3wmzwAbZIBUrSRbyoA8dIHWpfJXplPxgKUksNoQMaNq+Ke4mGUTqC1FfMyKsGke7sKHRhKPaMjZ2sq6Dl9VfP+3zr66/iKC6mqWEWSn/2/85M1J7KSwilqaDDVBiGyaPPe5Ckj7zZpiE+6bGcThVFyv+KkflmuPs1q0OwhNjDlOdM08TUogT2fZPksFhbPhXP70nR1ZHZDfeSrOKva0RWVIZPj7+4QO2czcT9f4ZhZu6CRRibzwsPPbQTIw1vpXMu2clgaO/Ug5pmbqeXT299P2WO7E3WJbuXk0pHzi3buxjTlPC0LybwmJNov7UXn3OXuPAPHsGIpf/C3nTaOdbRgnmRm1be2lrqfOXII/lTTGOgchb/eboKXc+/yzVJgvdeHmWG+36rQxHGSZJVtvzhdiTJ6rtkUzeR3CD3v1rhgiRJQrZ5cFZvsjqUnDdvXvqWudlcXsrmLqZu/Wbqt1xF9dYrKd6yHnnNTEaqTQKVOrVXXoW3qv6iY5XVLCDq+3ORLFkkFIabb9mI1zv5vW5lZU4WrN5HMDr9FfjSIRoP84vXd6Fn8RIyMxlmZh4uVZUkk2jjQdyfOI6zZHpKu59P88EYr/c0MVh1CUpJSVrHluJJymbPuehx4a4ujh3bT6CyiHy5H+yODHPbwhRr5/usDiXtTBNSus3qMIQJMA2Noa7zz/bmK7Ekr0CYRvYtR8k1df5+fP6iSZUYr129EdnjQldNIlqIYHSAQaKgR2GMm8KmadAVakFqslO++DKchh00A1PXMVMpEsPDDJ1qpqi8EWf9nxHRRL8lK4VCJu+9di07dx6ccK8mRZGomPkyvSMvZyi66dHec5IX2mezpanS6lDOLzqEpMg5s8dpIjRnkNJtJuGdRQRbLWyDYEq0HYvR66lj2Sw/Wntr2oYuDyWxLVtO9/59Fz22e/9ehktKaJgxB6V7AAkw7XYMvxtlIJC2mDIhZXPSVrMQbyKELzLEifIFxLFxoNX6JXmZoCrZu9RdGNuJV79Db/kz1M37AEVVS60OZ1qIJXkFYvC1vyclluRN2Yg5m0cfnUAjW1mhfO4iRko1Utrk13qPxWFzU+JtxGmbC3o5qWgl0UgJpiHug1jFbpfo6uzi1d0nmTHTja/iBDIeelqrqajSMAyZwwcTSBKUlDgpLZNxeeJ0RL4H5P5FvCRJ3LblRhaUOK0O5bwO2zuIG/mzXGssru75JHeVM3jA2kI1kiKxdKVJMj5AYKCfasmJFJva+6DpsNGpRwlNYHl08cxZmKZBsK0N0zSpW74C32AYKZWdF+rD5Y08GJ9Le3dh7O+prHCyYkGImb6HUAlYHY4wQWvefx++svlWhzEpog/TGAo1YdITAVIjzYwc+g9RMS8dJIWn9+j0tZ865ynF7sBf24SrshLJ4yRihgnHA2j69JWEliQZl6MIr6sGj20+0cBSEtHC+XnPBpIEdlcn2/f99TnPeZ31uOw1DIX3Z3VfpamwqXa2XnIlSyvLKMrCVaIHbW0kzcK4EHUMNzD0v6WkIplfYaA6oahKYrD17EsKu1vCLb1CfHAAR1ERlXPm4e0cOOsYU5YxfR5SXidxPYWh68iKgiIryJKEjIQJSIzuIzCAU2/shilcvpQvWED5cBxpmnuHjVd73RL++7gPI4uXuaZbQ72b9y/7F6vDECaovPEy6hfcSHHNJchybt2wzVjC9NWvfpW77rrrrMfmz5/P0aNHAbj33nt54IEHeOONNwiFQgwPD1NcXDylMQG2bNnCjh07zjrm05/+NPfcc894Qy/IhCkVamV47zcw4v1Wh5L7FBdB1yxe7+slqiskD55GsdkomjsPAN0mMRDtIKVl20WwRGXJfDzyWoKDC9E1sVZ8uji8h9m+5/9ZHYZlvO4i/viK67KuEIThLSMkRWiJ7bE6lGnhObSWzl9mZkbNVyHjdpxAVh2MnDyCkUxSuvwyelq8lDWAYrQTbDmC8Y5CDe7KSlSnk0QwiBaPIysKqYg1Cez8+UuRR7KjwuA77Z2xiV8f1vOyyMPFbFqrsLT8f5DJz+WH+UxR3ay74Sc4vVVWhzJuGW1cu3jxYp555u0lSar69hDRaJRt27axbds27rzzzrSM+ZY//uM/5mtf+9qZz91u90RDLyjx/tcZOfAtTD29y8AKjmwj7J7L8x1tBONvL2m0zS0hpicIxU6OPpC17+0mfcNHgaPYbW6qK9Zgxi8hOFxrSaPRQpIIL2Lb2rvZse/LxBL5V+b4YsLREb771C+5dvXVrK72Z82dfDk8SBGwwruRIQK0x44gSyqGqeXl3qb43MNAw5nPZQV8VTJub4JAn51YYPwX5ZJ09qROMmZiSwWJ9nSdeWxo3+9xyDKhI2N/L6N9fWd9Pl2Nbsdy7PhBFtTOsrx3U9RTwuGKpbjNJElJ5dFmCjJZAnjxVZ2W6j/jhkv+DSkPlikXEl2L0vzqv5NKBDFNnSVbvobDXWF1WGkz4YRJVVWqq6vHfO6OO+4AYPv27Wkb8y1ut/uixxQ60zSJtv0WPT5ItP13kOEmgvlMspcQsNWys7udoa7D5zyf7v1I0yGZitLWvwPYgc9fSZnnUkL9a9C1yVd3Ey5sZNjPxoXf4fTAf3OiY7vV4Uy7ZCrBb15+lNcqm7h17UaK7dmRNAHI4SHKgXLeXnsvyTZQHQw5kpyKXbywQLZzDRSj7gPnvCG0WJBUaJj4QD+JkxoJwD9rHrHA25XnFPvoEjpfmYEqB9CjQ6QiIVKhEVSPF0mS0N2riQZM3MUSHt8wwwd7zjmvaeTI3x7TxCzyIg0FrTo9r868nMcOJTF63lo2mZ37qqaLzSazZlGPSJZyVH/r9jP/v/u3n2Lums9TNesq6wJKowknTM3NzdTW1uJ0OtmwYQPf+MY3aGxsnFIQ4xnzJz/5CT/+8Y+prq7m+uuv5+/+7u8uOMuUSCRIJN5eHhUMWvOGOF1iPS8Rav6RWH43WbIN3dXACC6ODA1yuqcHyN9ZgVC0j1D0YZz2Z6mu3EwytIJoqNTqsPJSJAJVnj+mdsVafr/3n60OxxKdfa3s65nP5Y3ZfbfRNFKQTFGSUhhyVjGS6rU6pClREir9z+4+7/ORzlbKZ83Bbo9jxPoInjqGEUwRPDcHOrNszln6MsrwIIlhyLYFyJOhOR1YsdVusLyJp6R5HDqQ3wVIJqKk2MENlz6FC1GgKh8kowMc2vH3lDduRlFz/8bshPYwPf7444TDYebPn093dzd33XUXnZ2dHDx4EJ/v7f4A27dv54orrhjXHqbxjHnvvffS1NREbW0t+/fv52/+5m9Yu3Ytv/rVr8477lh7o4C83MOUGNzH8Btfu/iBwttkBzjKiClFtEVTHOxrJ551+4+mjyTJNFW8j0DXZVaHkte8xV08vfuvrA7DEqpq5/3rtrGs0ouaJcvzLkRy+Nlv7CVl5vb7gv1+CB4/t0iNMKpx1Ro87ypCMVkRbyntZXNY0HpujxoDid7qeRx11LOvy2BgKGvXcVvmhqsGqbX/3OowhDTb/AdPYHNk53X3tFXJCwQCNDU18a1vfYtPfepTZx6fSMI03jHf6bnnnmPr1q2cOHGC2bNnj3nMWDNMDQ0NeZcwmabByIFvEe/N7R4u00JxEXTOxCHpaCg8fOLcpXaFTJFt1Pv/mJGB/GvumU38JYM8tfsLmKaVuzesU1pUycc3XZV1xSDGEvcVcTi2y+owpsTbXs7A3eefZSp0lYsWUzY0uQqyI8W1jHjKGbF5GcHB4QGZxhKZbe1PnzlGlxWaG1bxdI+H3gGRJJ1PU4Ob65Z8G0kq7CWJ+ahp6ceYvfozVocxpowWfXin4uJi5s2bx4kTJ6YyzITHXLduHcAFEyaHw4HDkftTgOdjaDEwDfpf/DNMLfuq/GQlPcbuvl56QoNWR5KVdCNFa+B7o/ubvOsJ9a0T+5syIDhcxjVrvsszr//FtJaczxZDI33sam3nunlTW8qdTpKzCF1VkE2QDBMMDbQEDiP3G0KH6waxF/lJjuT3svTJ0rXUxI6XFVrrlvFipJzjrW8tpzN4q/JP37DKVreLkL+Cg9457GrVCB5MksWVgSxVV+Ni/ZJWKmxPIRX4/q181X7459Qv+lDOF4CYUsIUDodpaWnhYx/7WLriGdeYe/fuBaCmpiZt5801kVO/IHL6YavDyDlby53oVbP52YkWq0PJWqFoHynteSorIoR634OZBxeN2WZk2MdVl3yP5/f9BYlk4d3wON5xPKsSJl1V2Rt/8ewHJSD+5n9zmWzimV1H8g2RMI1FVhTg4klTymbneN0lPNXhZPBwHBh771E8rvEv8moiQylA9D48H5tN5rrLB6i1/RxJKsyKgIXCNE32P/PXpBIhFm7+v5RUr7Q6pEmZUML0pS99ieuvv56mpia6urr4yle+gqIo3HrrrQD09PTQ09NzZnbowIED+Hw+GhsbKS0d3VC+detWbrjhBj73uc+Na8yWlhYeeOAB3vve91JWVsb+/fv5whe+wGWXXcayZcvS9o3INZLitDqE3BTrRAEWVTZxuK/V6miyVjwZQtZmi2Qpg0YCTrYs+y4vHvpLIrH07KHIFYOBXgJJM2uq5oWl81zYZkd4ACiyk/DuekrmQ9J3GsMc/91420wfvJHB4HLYSPEs4i6J0pEuFC2JoaikbE4G/LUcNcspUVN0xOwcbY+QOKAzmkVfWCQ6sVmrQuPz2blh86v42Gl1KMI0MI0UocFjABza/nesef/9ONzlFkc1cRNKmDo6Orj11lsZHBykoqKCTZs2sWvXLioqRqfZ7rnnnrMKLVx22egG8vvuu4/bb78dGE2ABgYGxj2m3W7nmWee4dvf/jaRSISGhgZuuukm/vZv/3ZKX3guM7QY0fYnrA4jy0kgv1n7yNThXRcXM3xeDveN8TLhDE3zWh1C3guOqGyY/+8c7fpXOvoK64q2MxSnuMxldRggq7TGs3c/o4SMfWQ2e+8fYri1A4DSWcXMv7YUefYJ7LIfRioYaQYtbhAdTDHcFkOLj+6R81U5qCsVS2vH4qpv5AcH/aQMgPmoqoymvbOc9VuzSLnXRiKbbVwZEslSgUrGhji+61ssvfLrVocyYVMq+pBLJrKxK9vpiQD9L/zJaCIggKSAo4KkWkRXAtpDATpH+tHf0YfKJqt4HC4cio1wMkYkKdaTX4zD7qHC/qeEA4W79HW62GwSgdSv2d/8kNWhTJtlc1Zxy7IFVoeB4S07dzle1pAY2TGTQ7/pGvNZf62LYNfF38vmzSvG2yYKA73bqYU3sbPNiqLihe3D17RSrjxmdRiCRYqqlrPqvXdbHQYwjUUfhOkXPvVLwi0/L7hkSXJWYCYDICmYjgqCkp/hpEZPNEzbcA8powcYo3nIm1KGRiAm+l1MRCIZoc/8HrWVHyXQN//iLxAmLZUy8Uof5PKVc9ix5xtWhzMt9p94nUtnz6XeY+2yz17z/O8bVnOlZrDrd93nfX48ydKypSXYW18TbUDHcKTfZnUIBcfhUPCr+6EgbtXnP1l1YneWYneV4HCVI6sOFNWJYvMgyQqyYkdW7EiSgmnqtB34MbJix9CTyEpu3awQCVMOSQaOEm55sOCSJQBTUnk25H+zwl271eEUjGQqBko/SHPAFPuZMsk0IRlewnvW/CtPv/bX4yo77nUXU+pdQHi4iNCIhMMJTpeJ3aETNfcTCGX3utOHXnmeP9q8FZ/Nms1Ckt1Ld3x3Vu1VeosrNpvn/74LQ5/8leXMWX7cvYdIJpNpjCx/bKwL8eiJ3F5xkivqal0smhWmseh57Kb4G56tZMWOavdhcxQhyQqq3Ytq8+Arm4+3dC6qY/Q5WbahOrzYnSUTGn/Gsj/MUOSZJxKmHBI8cu85e3EKRUrxUepK0BcewiiMVaRZIxlekJZkyVfSjenYiRm7jMhIbpcXzaRQoJpr1tzNc3vuIJkauxhBfeUS+lrree3FOIYBcG558qtuKsXvmolOBNkoQU/ZCSR3E41lT7W0wUAvP3n1Zf7k0g3IFjSzjTmUrKz27AjO5bm72pnKW11FpYd6pYdIcCR9geWZ0qPPsLDuAxzpFTeDMsXtVrluUxsVym9Gq+GJP9/ZQ5JxeipxemtpXPwRSuvXI8siLTgfsYcph+jJEQZe+nNMLWJ1KNaQbTwyODqFG0oU6PfAAvWevyI8UjWp18qKhr/sBFHzJfqGjwBgUx3U+T5OoH9eOsPMO36/zqvNf8dw8Oxqjo2VG3jqV443E6WJKa+wseryAdr79gDgdHioLFqIlihiIPoSLoeXIncTWryEwKDKyDDUzDvIQKAjHV/Sef3pNR+Z1qV5kuoi5rJzMnGIuJE9S3WdcgWBN4p544dTuwPfOMNPRf9rmHrhrUaYKGXZZn7YUm91GHlJliT+YNshiqTtVocijGHmyj9m5opPWB2GpSaSG4iEKcck+l9n5Mg9GIkhq0OxVNiziO2dbYzEC6+HzXSrtn2FeMx33udNTKQ31zSZmHj9A9g9rSTNk/QF9pHSxmrOKjGj8gMMd20889rJeuf5841BO+2B++jqHy3J2lB2OU/+eupf66YrHWiaxOu7EqSSo38CPB6ZSOTcLGzLNXb6Yk9N+ZwX8gdbbmRRaeYr5kl2DyEHtMT2oY+j985E2WQPKeP8N3PcRiP7/itGuD/B4huqKF4awZR1pLibjh0mRx9Pz34q1SaxckkRZvNuDK0wVyWMl7OmjmTlbH50os7qUPLOe7dEmem+3+owhPMoqVnFym3/aXUYlhIJ0xjyJWGC0Zr2I4fvJt7zApiFu5U35l3I0WCUzuCgSJwyxG5z445/FUz5nOcUNYWj7JcMBA9R5l+AaWoEwqeJJ8d/x77R/3mCQxNvYCrJOsWV+4kbBxkMNVNbcgWBrivOOibXEymvF/7jP/4H0zRZt9mJzWby4nNjJZ+Z5XTKLL38dSKxzC3t+uiVH2JBceZKX0sOHyN2jZboXkwpc++Zu//Ww9o/rkOe2YZp6jjNKsLNbtp3hdBTBvERjUD79M2Ob1zlJXZo97SdL5e1L76B358W/Q3TpbTUwUfW/ycSImGfTm/tQXJ4KnD7G5EVGyDj8tdhd5Zic/hxeCpxuMqwuUoKfgmeqJKX5yTZhrNyPfHu31sdiqVc4SOslGFlMSA7MJ2VRGUfI5pJTyRCfzTIUHRE7HmaJEmSqfV/mEDs3GSpuOIEQ8mHGRwcvSPePbjngmNVFM9FlT0Mho7jtPsJRnqoKV1OsG/iyZK/tI2g8UtODXSeeayt/wns7t+T0uMYho7HWUpSi+B1VeFxNEJsDaEsKI8uSSDLMJ6VUqap89b9rFdesK4PTDxuUOJaSSS2PWPncCjn/oxNlaQ40Fwees0eeuKvgk5GijtIyCiyAwUnjWt8vPTvbW8+owDWNiR+40iC1U0zibSesjSOXDC7czv7XdsIZOGetlx06fJBkSylgWJz4/RUozp86KkosWAHNlcJmOArm4eneCa+svl4SmZhd5Wi2txWh5y3RMKUo+wli7H555AKNlsdSnYwEkjRdjyAB6hVAB/gV8BRhqb6iWFnJGUwEIsxkojRGxokZYg1/udjmgZtwz+itKwJj302kt4EyhAj8Vc5PXzxPRbF3jqK3SvRogsJD1SRkgxcpoSS1Kl2Ron1TWym11fSSUJ9krbhc5uMGqZ+1sxWODZ6oTqUOs0Qp1k6FxYuXcRgbyWd7R4UxcTl1nE4dCTA6dLxl4SwOUJEgmUc2leGaU7+6lpRJFQVbDaDgYEeDh1q5tSpTkKhCIZhIssSc+Y0sO2arUSiY78NJ+JjF3ywwhsv2ahdYkfTM1NtzaVmYP+S6uBg/NXRpXcZnGi0h2bz/FfaGa0ekV1X27FoCjzFVoeRE5KBYW5cfIL/PT3H6lBymixLXLUxSaPzR1aHkpNUh5+a2dfiLm6iqHIpnuJZSBYUxBHOJZbk5bB436sE9n3T6jBy15sNbxNqEcO6wqmRACeHxm4QKUxcU+U1RPouR9Om3muhqOIEA/GHiMQGJ/X6+TPWMKN+Fil9fMsFVcVLIjSDro4i+nvHv1TM7ZZ47LHHOHWqi/G+ta5Zs5hLN6wnHHl7lsXrMfnu9+5D07Inod/2oRhtfa9kZOw/2HIjDlVBM0wq3XZK7Om5QEj6ijkYS0/DVpvsw5Yox4grGJqMkQItCgd+3keo17oZwItxOBVWLfZA70niA/1Wh5PVbD4/9xvXWR1Gzqood7JtzSv4pZesDiVnuYuaWH/jT60Oo2CIPUxjyMeEyUiF6H/xzzC17LkTndskUt45hE07JXo/MbWUgCbTF4vSFRpiKJo95ZhzhdddTpn9FkYGZl3wOLsjit01gmofQVICGFIY2XRjSnFG4ofOqRQ37vO7itmw8hp0c/KV0NxSPeGji9AkCbthkJJlhnSJnqEk+ru2wzidCb773R9O6jx/8Rd/RDgs4XbJ/OSBnzE0lF3loOfMd2KvemJazlXiL2fzkvWsrS6a2kCSzD7l+JQKPEjIxPbMYs8DHTnfAm/u3CJq3BHM6Aix3h4M0Z/pHDsbPkyDP4lT1jkw4GYgLJEq3K3C4zajyc1VS36DwxSrXqbC4a5k44cftjqMgiH2MBUI2ebDUbG64PcypY+JLdzMW23YXPThAmokWO4HSpxgK8JUnLQkHLzScdzCWHNDODpAOHo3ZaUzsKle7EoFClXoqTJk22kiqWYC4dMEtASkuW7HjNrFzJkxZ0rJEkCMbsp8lZgtb28IrwDmyRJJn52oSyUsKXSHdR597PnJn8g0sdlknn3uqaxLlgBOHItz9dIldPYdzPi5hoMDvHz0DdZWX3Hxgy/ENFlhX0NMMRgy+ulLnMZgYlmP1DGHN37UdvEDc0Bz8wijl7Me5s69hKLeN0TS9C6Xtv/8zP9fCSgOB4EFW3nkxBST9zw2b46bLfN/gs3stjqUrNK45DaQJNoO/HjcrxlPw3LBGiJhymGp0CnivbusDqNw6HHQ40hAiXux1dHkEJPB4PRvOm+snYthTv1i0DR1UnW9qC1NZz0uGSaOUAJHKEEJUA/0zqqhpWVyPXQefvgxPF4Xhw9n7wb9oY56sGc+YQIYGO5m30CE5eWeKYxiYkaHcQK12KmVF4HTz6A8Qmv84l+HbWAeO76VH8nSuzU3j1BavoTFVYNE2ic3g1sI9EQC377f8amFKzkhz2BPt4NgQuwpeUtpqYPL5/9MJEvvoNg81My5lhnLP45i89B3+jniofEt9zeM9Lc7ENJDJEw5So8PMbjrrxBts63hkcVdoGy2dO4mbHaN6VxwLAHvn7OQ989ZiKmZSKqEqUokJIP+WIT+UIjfvXqQwyfH/sPZ2paeHjyZ9PquOJd9oIGBcRT9mCrTNHno9w/TuuhS3jd/BnI6Nj4bGkSHKJNkNPc8NHP04qQ3eZ4kNc+vi4cGYhyijLm+IVKh7Gngm43iR/ZQzx4abTbkBWt4OdiAZsLK0gB+bZgBpYKjIx4CMZn+cJ7/4LzDphV92M3MNrbOJbLiYP0ND+DwVJx5zOWrG3fCVOhlvrOZ+JfJUbKjGNXbhBY+bXUoBUkn/WWQhfSYUbeEyvJizDT2KNPkKKrHgMiF/93NpPGO/zchCQ6gHjf1HjeXvKeGbz73HPuOZz7hyJRQ1xLqaubSGXgOl9NLLMM90BZU16YnWXon06AqogAKYZ+HXsZOmCQl/29IOewK2ojYBzteRiqFcWAna956oA2SgB9YCzira/k+l1sW33RyuVRqXE+K+7bvYOgJelqeoGnZx848NmPZxxnuGl8/NEm2oWtxFFX0BMs24qovR0mSPNrURZh2Se88ftty1OowhPMwDQOT9O7SjuvDSI1TLxltpgz+atuVNNWUpSEqa+zZHePpRwxKlG2kBjdRUz43o+f7+YuP8XpvkLCWmasyr+FAYexKjkZpB7XLS8Z8Ll9UlNkwx9MYTBgXo7ze6hCmzdb1AVTT2l5j2cBXvoBL3ns3Tcv+kMoZV1Iz9+xKiyU1l6CornGNlYj08sID2zIRpjBFYoYphxmJYatDKDyuan57uhU9jbMXQnq1dh9m/uxFaHqa75qn0nN/SYoYfP1915FwmXzzN89wrDU31/6/9PxoKW1lbx1Xf7CCtv6dGTlPIhnj1y/9FoDSokpWzF7K5Y1VyBLn708iO/jm/SFmN/m4/nIPDobOO74UC6HLY+91M009q0uGp0M4alBsdRB5xJAK47LK7Vapdz1qdRiWK2+8jEWX/T2qzU1x1fLzHuf0VhMJXHx/asPiWymtW3PR44TpJ2aYclSi/3WMZMDqMAqKpHp4flAjriWsDkW4iI7u9K6pL0rMw2wffz+mizJMHBH4k22b0jemRXQdnvilnUr3e1CUzF4sDo308dwbz/LV3/yU7W0X6ClkJGjtiPDAr0/yXw8O0jZUjqGMXTLWdPnO/L8Un83e5+cSbl/Mye9X89KXFEI92dWMNp0kCeodk+ttJoxNO7CTj87pQpXze51aZbkd5QI3IgpFReNl49p3VD3nvRc9xu1vZM7qP6Osbn06QhPSTCRMOcpefgmqf7bVYRQMSXXzSryErqBYfpALDrfsQpF8Fz9wnHRnFPT0LYGNe+CPf/Jz/vmhJ9M2ptW2P5FECl6Fy5m+7/v5mKbJjr3bib5zJZkkEzPLONheyv/8Vqanb3SGcfvOLu742j4+9OdHuO3/9NA2XH7WWMd6NexSFWZ0Dv/xDwEe/WUvLU9L9BwKYOj5fdHrK3IQPnXC6jDyjrlvB7fNyO/Kg8vn5ObMeLodefEf2f6jK9n5iw8R6N133uMqGjdfdCx/xWIkWUlneEIaFcbccR4KHr0XLdhidRiFQbaxK17CiQFRCSiXSJKUts3IYbMD56YoztfmQnjqf9CcEfiDq9fxP799IQ3RZY/9r8eZO38js5eOENd66BvKXIl0TU9xbDDK7JJGXj0Q58FHWxkYunAxjVhc54679rFsURkfurYWp0Pizq/vf+vZM8cpEnhKfESG87tyXDCQoKduNXPKY4SPTU+5+EIRV6ZSDj+7eTw2apwPWx2GZSpnbqVmznWYpkFw4DCD7TsJDR6jt+Wp8y7Lcxc1YnMWk4oHzjuuYnNnKGIhHSTTnM7Cu9aZSDffbJccPsLQa39rdRiFwVXLayGFYwO5W9WsUG1ceT0OZ3o3szuUIly7F160Wt64yBKnjSD//qtn6cvTC/NtN2kMhPYRjU/+66urWETn8UY8fvD6dezOJJKsM9jjZf9rCRKJzPwJe+/KBuKHCuem1GXLZMLHD+GdvwRN9WB0HiMZCFgdVs4aXnY9v2vxWh1GRlxzWZI53v+xOgzLKDYP6274CU5P5ZnHUokgiupCVmznfV3rgR8T7D+Maveh2tyYpk7tvA8QGjpOPNRFUdVySmtXT8eXILxpIrmBSJhyUGJwH8NvfM3qMPKbpBD3zOWx06fEnqUcVVHSwNIFS9M+rkspx/HSnLQVgRh0pPj8936WlrGyUVWNjXlLZDz+MG39L01qjPqSK3jqN9P7p0qS4JbFVfTncAn4iZg5q4jqEoNdb4QwTbA7FJYt8uEMthPtFLPrE+VqnMmDkXUE4/lVzdbns/PRzd9HJj9v8oxXSc1qVlzz7+cvPCPkhInkBmJJXg6ylyzBXb+NaMcTVoeSdyRHGQNKFa/1dDHQLUqH57L+4XZsygZSenr7BMX0AZQNDtTfN6VlvHLDgcOmkkhpAHjdTsLR/KnM1tudorcbVqzxwRiVde02JykteaZvltPhobJoIdGRMvp7JPz1rxI3m5m3YDXHjwamLW7ThF8c6eP9K+YQOnQSw8jvypinTo6c1Y0qmdB5bU8A8NHQuJaZnkHCpwpnxm2qYm2nuNE/hD5nGTsGamkLpG/LuKrK1NYU4fO7UVUV+c02I6ZpoOsaiUSKkZEofX2htDfvXrcsXvDJEsBw92t0Nz9K7bzrrQ5FmCZihimHRdp+R+jY960OI09IdDgWsKP1iNWBCGmUiWV5bykJLMU8kJ4CB7pHRjElpKSBaZe57T/vT8u42USSYOP7jjM00vXm5zINFZewb2cpmm5SVKxQVgktR3UG+lNnXqfaJLSUyfLlM9i377QlsW9YUIP7dBumURB/Lse0YEEx/r592GYuRkmGCTeL98rxklWVxJItPNhcMekx3G4bs2dXIcs+Bodk9HEUoVFVKPIb2O1JwuEQra2DJBLapGMA+MR7d+Jm75TGyBeSbGPFNd+mpHql1aEIkyRmmAqE6imcBnmZFvMuYMcJcQGQb17Z/wRXbrgRTU//HdFw2Sk89iWQnPqdYyUyOnthAmg6axbNYPfh01MeN5uYJrQeWMri1Q2AzsFXyzi0IwGM9kDq701x4ti5r9NSJtVVxTQ3d01rvO/08tFubllQzcDJwqwMJisS5cl2Ig0rePX1YWRZYnWxGy2a5l5necrQNDxaEBhfwiRJUFPppaHMS6ldpdpUGPGX8XLL2P3CzkfTYHBIBpyAk8qqCirKkgwODdDaOvGS4Ioi4TIPgliFBoC3dA4ub63VYQjTRCRMuczUQbaDMbE3UeHdJF7tF71I8pGmp3jxtd+xefW1aV+al9LDmJcMIO2qvPjBE/SHW9bjcTrZ/kZ+LQttP52g/fRb6/LGvzcwMBKhvNxPNGrd76nhKdwKVquXFxE9fJhIYwMAixcVo50QydJYJEXBVVaO3VeCYnOg2JwoNhcJTx3X+GsJazrBRIp4SieR0klpBqoqU+pxUO62U49K1YiGPWHCMIABGNT29RCdVcu+U5Nfrqtp0N1rB2pZuKgGmxqkpaWXSGR81xBNDS4kaWozVPkkFR/G6a2yOgxhmoiEKYc5yldSdcWPiPftItr6W1LBk4y+uQoToXtm0dEj1ubnq2g8xJGW/cyZMSvtYwftpyjylMNbq/7i6dmnUJqw8Ueb1p2VML1zn1OhicdTFBe56eiYvoRJUSSWNpWz9+Rog9yBpFGwjQsNEzyLLmH/gRHmzi3C1bmHwvxJHJtss1G5eD0u21zMkSIk482fFO3Njxg4g7AGg9HpGfvbL1YYnVoOA2ETSDEWCVjZ2sM+itMScyAgAUWUlPqZN08nHh+hvX2QcPj8ydOM2khazp0vEtFB+k5vp3LGFqtDEaaB2MOUR0ItPyNy8iGrw8g5B5nFvp6TVochZNg1m25J+ywTgEeuQZcS2FJ+lDeqIZbGy2q3gpQyMTUDyaHwh//1IzQtM3uysk11pZttV9Qyb4ab8mIZt9NEkXTo8aMOj85umJLEoRGT+UUKJqAhkTAkwimT4ZjGqf4IOw500943sX/3xU1lzIyFiAbClNSVk4jEiAWjBb2H6S0zZvqpKzVQEiEip5ox9cL4eTyfquWX4tYvgbhjWs73I0c5yWSmboyalBSbOBwauhYnFI4QDMYIBGLousmt21oolfOn2Xa6rP3gj/CWzLY6DGESxB6mAuWb/REk2U74xE+sDiV3uGrYd0okS4UgFk+inr9FxqRFjNF9LXF5CP8lEvJLNekbPKqf6b1rxnU+ds0G7nvsxfSNn4W2XFrLJ26swKcOMdpMNnbW8zafl1T723vSlvo8yKG3P/cB5cAMBVZWw43VVRjeOXRrKt3hFN3DcdoGIrT2hukcCBFLnHvBv7DczdCB0X/X4c6BDHyVZ5s1r4bly+so9dmxSSYSJiYSuikRiGqcPD3I3t2n0HXrVxCcPhXk9CkAifWXrCF5eJfVIVnC5vVRv/gGGJx8IYfJ8LoVhjKWMEkMB96aAbMDfuwOqKo2cTrgeE8jTvsmfO4o1SXdFLtaMKJ70ZOFWzXP5igiGRsCkTDlPZEw5RlX3VZi3dvRI51Wh5L1JEcpu8MZuIIWso7D7iYaj+C3ZfbfWzlRTibnILbMnsV95G/C9OmPzeOa1TEwz5+kpNxd2JpqSbWOLpWTIxdfJiSHQ9QBdSqj++4rHLDQAZSBzUbK6SZkKPREdYbCKY48tz8tX8/FzF1UyxXrZ2APDQMRCJ39tahAFVDVYOfSOcsIq26Onx7mpe3TV6CmpLSYouIiJEmmo72dVHJ0MZ7dqaAOt1GIO2idJaXUNN4Kg85pP7dNnf6KC6YpEYtDLP7WHfgy9tEArEVVPszy+W3MqtgD0Z3oqdxetqeobhyeclS7D9PQSCVC6FoUp6cKl68O1e7F5izG7izBWzZPVMgrIGJJXh4xDZ1ox+OEjt1ndSjZS1JIeWbRHDXY232SAvnxL3h+bzlrlq0/0+sn3ZxKKa7DszEGVaRxlPudiv/eszvvikEAbLuinj/5gMR492Gqp2vQ+oczE4yioHl8dAeS7N/fyanmnrQOX1lTzHXbFuEJTy5+3V/MTx8+QGAw/UtMAVxuN1duvBxv1IE28nZKJNllzAqFk/0teCOvEWk9dYFR8pQsM3P1H8JQmSWnf7yqmq6+7ExT3c4kl698A5/+G7TkiNXhTMqq6/6Losr0NzwXstNEcoMJLbb/6le/iiRJZ30sWLDgzPP33nsvW7Zswe/3I0kSgUBgymMCxONxPvvZz1JWVobX6+Wmm26it7d3IqEXhOTwAZEsnY+zkn73Yn4X8PDgiWb2dLWIZCnPuBw+aspnsWbJe1i95GoWz7mUZfM2s3DWOhqq5qLKmatyFteHwWlkPFkCuOXSSzJ+Divccm0ZEylaI5VncIGErqMGAzTIUa5bUcLn/vASbr99A8tWzZzSsC6PnZtvXcstW+onnSwBKMEA11+XmYu6+sZ63r/yPTi7pbOSJQAzaUBnilnJRiorr8RdlcblpzmiYc37LEuWAFQle2t6R+N2Hn95PU8f+XvsRWutDmdSRnoPWB2CkKUm/Bdn8eLFPPPMM28PoL49RDQaZdu2bWzbto0777wzLWMCfOELX+Cxxx7joYceoqioiM997nPceOONvPTSSxMNP6/JqtfqELKK5Cij1azg6GAv/T19QJ/VIQkZlEzGWDRnNaY0etfd7ys+6/lMFHx4m0lo5mF88aWYfZld6VyUUGmqKaO1O79K4ftdiberDV6MKUN8Gi8cYzG8xLhslpPNy9fSFTI4erSXY4c6MMZRCEKSJK6+dhnzyhWIpWe/h8+W/hs+JWUlXFq/6pxEaUzDxVSV3MJI0bMMHT+Y9liyUfWKTaiDcy2NIYvzpTOGQy5+/vuPc92ls7FHfmp1OBNyat99VMy4Apev8G4GCBc24b/sqqpSXV095nN33HEHANu3b0/bmCMjI3z/+9/ngQce4MorrwTgvvvuY+HChezatYv169dP6Fz5ytBihE782OowsobkKOd3/UmGovm3dCmXFXnKWV5ejmlK7OxoRjfSV5xYNzWe3fUg79l4E5oRu/gL0kwzYoQWHsQbWJaWZrbnZZj88bWb+dv/fThtQ5b4PVxxyQJ2HWqhqz+QtnHHy+NWkSeU0JpnVWaeTlLozf1QC7xsXbqUpNNLXzBJV0+Q7o5hutoH8XidlFX4qaj2M6OhmEqHCZHwu+tXTImsjV1+eio2rtqA3jWBcTWVIvlqbMu89O7P7+IPtau2Yg8st7xpqyrnQMbE6L6nR1/azDXrHXji91sdzrjpqQgdhx9k7rq/sDoUIctMOGFqbm6mtrYWp9PJhg0b+MY3vkFjY+OUgrjQmK+//jqpVIqrrrrqzPELFiygsbGRl19++bwJUyKRIJF4uzFiMBicUozZTE+OEOt4iuSQmEoGkOzFPDNkMhTN33/zbKEqdprKZ9DkNPEbATTJQQQ3Q7rKUCJOJBFFN3QqvKU0OQwqkyeQE6Mb+hN1i3i1/XDaY5JS5pu3Yad/yaVmRDFX9SO9nNlmhjMlHw989uOkFDAlkz/7r58RjU9uX8Nf33oNy71VYJiEYnFLEqZLlpYzkX8vVatEb8+CylypFPbUMPUS1NcoUFMOa8rPPkYLkYmmRXoGSj56ona0iZZxMGTc0Y3Ury2jY/fvIA+XOjesfR/q0HzLkyUAm2J1BBPz5K613Hx5J/rI01aHMm4dR35B5cwrxV4m4SwTug26bt067r//fp544gnuvvtuTp06xebNmwmFJv+H62Jj9vT0YLfbKS4uPut1VVVV9PScfyPuN77xDYqKis58NDQ0TDrGbBY+9SuGXv0/hFt+ZnUolrIVzUP1z8VWvJA9yUp6Qvm1XCmbqIqdmZVz2dI0n5sqJdZLx6lJNONJ9VOU7KA2eZwl+mEuU09yraeH9/n6WScdozrZjPyOi+LZqWPUlDalPb5gz1EqUtZtih5RWzA39GEqmb1wNOMGasTAFjbZvGLehF8/q76S733uD1jurhztTAqsnz+1PTqTtXR+0biPVfRStH1BjOj0zyJmk2gG9stpnsn/zNqGFjBj3UeQM1yJcjrZPB5mrL91NFnKEvYc7J78zBvbkJXp6VOVDqapc+C5L6MlM7mMW8g1E5phuvbaa8/8/7Jly1i3bh1NTU08+OCDfOpTn5pUAJkYE+DOO+/ki1/84pnPg8Fg3iVNemKYeO9O9Fhh782RFCdatBczNVqVZwWwoK6YfrWaviR0BHoJxzJUTWsKJEnC7y6jzFNCucNGiRTDkGSORyVa+1uwYoZkPKqKatkgNSMlLn7shcjoXG7vZm/NAo52p2fpZFVxPU3JYygdh/HPuYXgO5Z5yZKKYWbgVv8YRtQT2Df34u2ajXE8c8Um3rJiVj1P7np7H4kkSVSV+lg+t5HlM+uo9Pvw253sbm1jUW01bpsNX0LBjJ39M7bAX86GZXN4ef+JjMf8TrObnMA4Lk5M4LQNzGimQ8p6QyNT/AUcQ1ewl1pKJ/16aaCWpqWfJBD6PcPN01f6PN3sPj8VC9ZjjyyAgexKAHNhD9O7DYdcKL41GIHsb4mgOvw0Lf0YFU2Xo9g8VocjZJEp7U4uLi5m3rx5nDiRvj+u7x6zurqaZDJJIBA4a5apt7f3vPueABwOBw5H7tzRmAzFUYJsE4UeVG8TqZFjZz3m1AM06AEagFVFECmrpE8uozeh0xXoJpawZjmP313GsopKvGaMolQnqjkADMA7tg1UKnBJfRltVNM83EMwkl2zZZ1Dp+loWkBDYupJjkKSVeZR5jTWcyThpqW3mckmii6Hj43eCIo2WjnA3fo4yRnXYjfBGTiOPHiQ4JybiGrT82+f1EMMVe2l2LsI3ijO6LmWl1bzg8//IYopI+vmaDWzd34btdGPLRVNoz9rKTDH+j7HdD637lLsisKOPcfOfT5DSn3jO05N1qANZd/NDytEounfw7R792vcdOn70IamMEMb9FLMeyleu55w5ABDJw6gJyaX3ClOJ+6yShSnC1mxIat2ZEXFNDQMLYWuJTGSCeLBYZLB4KSWA6ouF+6KapzFVThclahGBeawH2k4O6dyVCk7b6RdzOstV7OsLDsSJpuzmKLKZZTWrsHprUaSFYY6X8XpqaJm7nWodnFdJZxrSglTOBympaWFj33sY+mK55wxV61ahc1m49lnn+Wmm24C4NixY7S1tbFhw4a0nTdXOSrWFvzeJUO7+N1mj9bHTPqYKYFZDEF7HX0U0RWN0T3cgW5c/OKj2FvBnJJKWob7GQ6Pf1bP4yyirriamY4kpYlW5MTFEyC3NsgCBpnvheGyJk6lXAQTMZyqHZuiIAESEpppEEslCcVDjETebvYpSwp2m5N4MoLb4SepJdD0cy9aFNmGYWoXLLFeVVzPYKgPTX/7Impnx0m21dZRlEpPg+SiZAfrJZjf2Miz3QMkUhOfQVhZ1YAr+faeKCkVoqT5wbOOkSzYhBDwHKZowxzklhLMvszcrTZj+ptv5vrU5yUNkzXzm6Y1YXLaL14eT01Wox/L7aaY6RQMpn9JoqZpHBlpYS5pWI0xVIqXy/E0bYbiQTT6SUT70RIRDC0FSCg2BzaXH9XuR1X8yLoXEi4wZNBk0N5xiWLAOdurJMABVIBZYSA5dLClkNQkhpLElBKYpMCUkCQVCRuSYUcyVExdhYQdkm+eI/rmB1mxVem8MluDM3NOtFewuqmJZLjVgrNL1C/8EEVVy7A5iiiuXoEsn/2dLKsTBcSEC5vQ796XvvQlrr/+epqamujq6uIrX/kKiqJw6623AqP7jXp6es7MDh04cACfz0djYyOlpaPT/Fu3buWGG27gc5/73LjGLCoq4lOf+hRf/OIXKS0txe/38+d//uds2LCh4CvkJUeaCTX/0OowLCdJE9sFK0lQlOqkiE7m2kCvshGwzWDA9DCUSBKIhYglI6iyit9VRJXbQ600QlGqA1L9lJTOIlFWygttxy7ay8mmOriuNInNOAaTuMkqSVCabB1dJPNWVbB3n9I2+pEo9tOv1hA3FRr0DgC6lIU0JY8iYzJir+e05ud430l0Q2dRzVzm0cVerZKW3uPnjWFxkZsqp0ZcLWdQKeeFtmMossrBuIsNinTWvqSpKkm2cWntPF7sbCWlne8bJuGwuXDaPTjtThyKDVVWKDUvXuQjaab/rvx4jKgnkBYo+GbPQDlcjjmS3Tu360uKp+1cqiLhkCMXbcGkqYPYZldj9KbQBwPTElsh2r/vAHOvmQWd6fldkQwZhiqwUcGZ2wVv/fgbQOTNj6meBxkSMiRsmLjfvKk0ttycoxmVnfNe46MpC4DpT5hmrPgEs1b+0bSfV8gvE0qYOjo6uPXWWxkcHKSiooJNmzaxa9cuKioqALjnnnu46667zhx/2WWXAaNlwG+//XYAWlpaGBgYGPeYAP/2b/+GLMvcdNNNJBIJrrnmGr73ve9N+ovOB3oiQPDw3TCOmZG8JtvQpnjHSjFTlCVPUwajf408b34AMHxOhavK5EkAVtQtZk/HobHDkhWKPRVcWqxiS3VMKb7xcuhB6vWzk4aZ7/i8KNnBcmBRpQtd8uDUR2djFtud9DiLicQDZ45VZJWm8pk0umTKU23IGLi1AdzaADfXuLAZUSAz+1xqE8f5YKWHPtsMYsbolZVTNnCbcVxGGLs+gmq+43bwWy7yq2A6K0jp1hUKME2doNqCsqIDf98CzCPZuz7eY7MjSdK0NHdev6oKjHEsAZNTpDztMAvkGT6UcAnGYBJ9IJDxGLOOJFFc4srY8I/teIIPrHsv2mD690kJU6PkcLrXMzKfSp6c9vPOXP6JaT+nkH8kczr+ImaBYDBIUVERIyMj+P1+q8OZlMTAHpIjxzHiAySG9mPEBy7+ojynuGvRo12WnFuTbDwe9J+zx6impImVPpOSZJslcU2GjsI+aR4nB1pZWDWD2WYnTn3E6rDSSq/aQJ+7xOowzigZWJ61SVPQpfNn3/3ptCRM9/y/FVR6+if3YhPUjlq0nqH0BmUxyeXkSGcrc5tmoaY0UjaVYCzC8NAg/X09NO/fR+nMeZw6kbmfn3Vr11Afrbj4gcK0Oj27imdP5uaN0mJfjK1z/wYzjf33LqZy5lUs2fK1aTufkFsmkhvk6nLYgmMaOpHW35Ic2md1KFlFtvnRsSZhUs0UW0pVXlbr6B/pxGn3MKOsgUVKL65kbm1MV9C5xDzC8jI7ipb+3kjZwLBn142SSNUp3M2LQcu+HRM2WaHY52Y4mNk9Qz6vbfLJEoAEWv0AStSPHsyfEsCDqTgvPfEoL13gmJ4j+2hYeDXtJzLzb7Rn7z4aFl2NqRXEPdWckc4l0NMtEHKh+DeiBXZM2zmrZ71n2s4l5LdcXg5bMIxkkOE9/08kS2ORrP0R9qV6eY+rk+sa67ihNM4q8yguLbeSpXdSJtq0MocYanZVzUzqQZIbW8B78YIH001GyniyBPBPf7N4ymOoqVL0cI4Vg5AkDJ+HIZvE6WiQoEMl5fNg+jy0xcM889tfjWuYSNduvMX2ix84Cbqm5/ZmnzylGrn9j7K7+aoJ7zuerHnrvkh546ZpOZeQ/8QMU5aL979GYN83wbzIjugCNZ4KedOhOJmeanFC5tj73sBWs56UHsWuePFGvKh9KaT+KFJMw1RkJFnCLHGSbHQSdA+jG5ndwxE1+tBWx/AcXIg5kD1vx3YkLl85P6OV8u76y6XU+KYwuwSoiRq0gyNnGu/mghGHwiM//RHJ+NT308VGApTUtSCXziE4lN6f1fXr12IGc+f7WijciRS5fK/7VGcZi2fcgj3y04yeR5IU6hd9KKPnEApL7v7WFQAt1ktg/7+KZOk8VG8TuiUlSoVcJEU6KGt7gcqhKkqfDON4oQfl2CDyUAwplkIOJ5CCceTWAM4Xeqj4vU5JoppMFxlO6iGCi/chz4uO3RvJAlLE4E9WreVfP30zJf7075P5mz9bzNKGqe07UpPVaAcDYOTI+6PHjebzYFftzFu+Mm3DDne2I4dfZcYCz6T6EI1l7vy51KbE/qVsJOXB9cBjOzehFG3N6DlkJTMzr0LhEkUfslgycIyh1/4ezOnbIJkrVG8TWmwA9BxbipOXbKjKSqR4I/qgiRGJgyShFLuRnTLYNbAPo5kHMM3x969KLxmbsgW9qxQjNLFZSX1+GYNNIXQz88sVZcmGi0rs++qzpvS45JR5ouU4P3zi5SmP5XGr/Mv/XULVVPYtAWqiFu3gcE7NLGGz8dwrL3Dq6NiVNdNh0eb3EwtXcPjgkUm9vqKqgo0r1qF0Gxct8y5YQ3OqPKAXkcqDvWVXrN5PhfwAWvLiLSEmyuYsZvOtv0v7uEJ+EUUf8oQkq0iqCzMVsjqUrCOpHtDF7JLVbNJ70NrcaIkkZ5X5Nk30oTBv785xgLQGW5OTlPIrmMZu9aqyCaOzmlR4jFLk46AcG6Q8UUzv3BSZ3tRhmCkidBJfMYD/xFLMTuvvkppxg2vq5tC3IcQTLx+c1Bgzq8q4ecVSFs62U+Q7NrWLcROkiIqkqJg51FZBUhQGejNXoKZp8Soaw6uQUVh6+QKG5BEOHj9Cd2f3eV+jyAr1TXXMaZpNqb0YoycBnSJTymZqXKOuzs7prtwv+f78a8vweeZz2fLX8LGdZHTiS9sl2YbNVQ1qNUmzmnCignDMT3zEzev/0YzTqVBUZKO6ykljo4vGRjc2VSyuEiZOzDBlqeTwEYb3fh0zS/boZBPV2zTl3kvC1CnKfPTmuRNeEqUUe5ErwmjSq5hGZkvj26RrSTWnZ0ld+OpKQkzfDJki2/GfXorZOv3FKkzTRFIkJAVMw8RM6ITCMZKJ1JlcNyEZBPQEPdEIR7r7ONE7QDSRxOdyMKuqnMXVlTR4/JTqNuhPnMk1HTUSxetSyP7mKcVo628gdXpqM1XT7bk3dmVshmnz5X+KL1h/zuOKz4bkljEUE+PNfzzZlJGToAeSogpeDnq+voaTnbmfML3bvKY+ZlS34bYHsMkhZCk2+r4hyZimjIkdzXST1DwEomV09lfQ1l2CYYw/AbLbZVZdUsyG9WXMmpmdbR2E6SNmmHJcauQEw3v+EVOPWx1K1pEUJ6aef38oco0kl2N2LgVj4gm9HgijB0Cyb0Sd2Y+m70x/gICszCTVrJCutUXOHpNQdVqGGhfdSBJo2kuJewlGmvs1mbyZEMmACaZuYCR19JiGFkyQHE5gaud+3975B8MNuJGpxcclXh94Z599cBAIGsDZv6+JbhO1ODy1rUcmmEUpJFXF1HJnybK/tDRjY7sjVWM+rodS8K5FCgZixV0uy6WVqBNxvLWS462VGT1HMmnw8q4hXt41RHW1k82byli/thSHIzuWQAvZSyRMWcbQogzv+2eRLJ2H7ChBj55/iYmQeZJchdx3OXp4an1vzGQK7XgJtrlbSRnPpim6tyn6EgwjfSW7lcP9KDX2adnL9BbT1P//9v48To7qPPT/P7X0Mr3Pvi+SRhrtQkggCRAIEJsxBoxjWyZ2fIPtLLYT2/G9Nr72xSTxhV/iGzu+NxevF/xNTIgh4OAFExYLjI1ASAitaN9n33p6766u+v0xSCCkkWbpnurpft6vV79eTFfVqWdETXc9dc55DoNVbxC6ZD5snvjNtoWFqo9mRWbSwIimSQ+nyIRTttx1aX4IrbIwrSn2DClgOLvRF9Vj7AjPmMIPkXB+lhyon7sQLevIS9ui8ASdhbd220zU3Z3k0cdOMtCf5v23N9odjihwkjAVmOiBf8VMDdgdRsFSdJ/dIZQ0XVtL9mgV2WSOFgm1LDIHPShzarHMnty0eUrWAeQuYVJsXC5p2P0mwdVz4ZUqFGscN0sqWEaW+NEwmeHC6JH1L1HwXfzmaNXPKeZqmlGOapRBRkMLeMkOF/48T8Xl5Ni+/JRp79q/m2jVd6hr6WC2eg1a1oHhTBJ2HyOVjVCbWoJm2D8fTuRGeyrGG0iPyGR5PBrxeJbqKicf/mAzHR1+u0MSM4AkTAUkmxoifvIZu8MoaEbkIFpZHdlEt92hlBZLwWHeTuZAkncPsZqybBY9fQUZ/d9z266a+wxHV11ks/Ys7ht27Md1VR+eHfOwBsb+6FYcMLKjj2yicIaqlc1S8a88hJXNTU+QqSZQ036yx0YwEzOjN37IymJk8lekItLfS6S/l+zSDKaZpe/IQcprm5hXsx4lK5Pci0mwM0xFeS2DwzOn6EkhUBT4y8+20z7HRzRm4HKpUgBCjJtcKQUkEz4AM6jqky0sE9UhT4OmmyN7B5nD+bsxNU4aoOR4fkcenqibNq+BksoOE1uyB6X27c8JS7HAORqX6lAYfr2noJIldKi4ugcrO/WFWk+x1CSZwDHMhWH0ZeXodfmbG5QrDl2nrrUt7+c5tH0TR3ZuJjY0SF3NItyRClRLno3OZD1tVfy8qpbftjRwsL2OjNfJgkq5fZsoy4JQcHToqs+rS7IkJkQ+RQtIenCb3SHMCJnIQVRXpQxdnCa6tpbMgfxWa7QyGRzJ9WRcP81Zm+ZI7sf56zjJYO/aX+lsBKNjG772Jiw1S0zpwrQy6Kob9RfNWJnCms9Tf3sa08hTNUTVwnB2QTOojX60oXIyh+xa6+v8vPEUy1ddzlNHj0zL+RrmLcKnyOKzM92J2TX85xEDyzLpHciwD9B1P3MzMo9pojRNIRozqKqa/sqjYuaThKmApIf32R2CEGfQtcsxDobI5VygsWSOR3HMfQ8Za+qLDeraWoyhHM2zegfvkJNEMOfNTphpZRhRD4/+8NZ8IM0qI3WggHqWAP9iBcoOTsu5TDWC5i3s3ufpWMVDUVW85RUsqrgNx0hZ3s8nLiyrq6hZ84zl50xFQcHC1FSOttXQdrAH9R3Xh6XA0dm1PH84w7svG8Ow2HNsZgxFtVtDvZsVK8qZ2+6jod6N2y1zv8TkSMJUIKxsGiN6zO4wZgRHsIPM8ORWshfjo2nLUMILMLpHmI5k6ZTMfnDMvY6MNZW5fA4YaOCsWso5oL/ag++6aqIU3vo/+tEKUgVULNrdpBC49DjmdOZwycL+SpuOhGn12o9RPtKe86mGYnKiNX5+EXOTTpu01buYrRtkFYXdUYXhSBZNg8jBNM11dVwZH8YdTmAp8LvmBvYekqRoKvw+nf/2xXnoMvRO5EBhf7uUkFT/FrAK6+lwoTIzETRvI9nYxFcFF2NT1Cp0ayVmX4DscJTRhXSmX2a/A0fbB8g4fgXWBIcCWgqO1PvJ9OenapoC+H4zAFcXVtKkKDqpzXZH8Q6qhREdLYs+nYxAP6q3DDOWu/lSuWRNtTzgOLz6+4dpmreEecHrcCTyX1XU1AwyrgQZPUpaieGgDGfWix73oZmleYuR8TiJhcpQTYtnEm5i8dHv9v3Hk4y1XPPx7hS/8Pu5qsXDSYdLkqUciMYMkkkTn08SJjF1pflpVmAsyyJ25Gd2hzFjZGMnUBwBdP9sjMghu8OZ0RS1Hp3FWJFKjJ4oGdMEcj+UbaIyR+KonhvRGlJklBfBunACpGnzUYYuItM7xURPUUgqc0gOQGhWBtWKYIYH395smPhfisCqRqKOwkjaPYdbiZ20v3fJWaVQuS6F4u8CzGlfT85S42izyjF3npkwKS4nVsqe6obvFPTnfzxnNpPm6K4tqEt15rqvR8+MztewLJPewK7TVR4TqWGikX4yqTjeQBVebxUeZwVlBHFmfGipMiwtS9aRJK3HSBEhZURIpIaJx4aIhgeIDQ+Qjr/9UEN3Orl2yVdKNlGKV3jZEwqy/WgS8/RygeN/EBqOGDwZAZBkaapCQQcf/IMmfL7SvBZF7smVVAASJ54mM3LA7jBmFCszQhYLPTgXIzzWMzsxFk27CGWgA6M/wmi9NXt6k87HjCcxDwD6OvRqD4o3jqUNYBEFMoADhSBKpgpzyEF2KEe9YpbFyCGTbNIi0a0CQdxV5QRaweFOgBGne3s52a3g/cBsYg2HmfLCQlOgq2XEfmVvslR1vYWrYQjT7GM0UbIvFqPsJPrSerL74ljJFKgq2nw3xhsFkDAp0/eVe3j7K3hXV9DC5QBYmsmh/S8x1HWuJD8388yMdJpB7z6qIwtz0t5M0ttaxQtDKiN5rCYqxqe11cPn/qJdquCJnJKEyWaJzo2M7H3Q7jBmJCsTwUp7ZF2mibIUrM52spHCX+wTACOL0XUq1tBbr3dKkdMJG4pCNmUyOgBvVLLfJNkP4HrrNSr2mEXZFXNIrzhO1rJn0ohrXwOGMb0Jk+KwqFir4G4drVRpZnsx7e/gOs1wdaEscuOIVZP1DmEogyi6G8uwd9izlUwye9FiDu3aOS3nS6WjZMpi6HEPqqmzbN4dvNDzT1hmjjNaRaFjxTpi0QF27/g1l3e0oac8uT1HARpsKue4q4zjIyY9x9JQQHMIS9mJEwl27hxh+UUhu0MRRUQSJptkIocZ3vZ3ZJOFWQK3YCkauq8ZRfOQTfSSTfTYHdGMo+vLMSL5LRM+k6nB8tESVeOUeCmLursJ7weSxNzTO0TPY9RNa++SZ7ZC8NIEirsTy0yR6/vuXLLUJBn/8dM/6x0hMrvyVN58vDQNTXdM2+n2b/0t+/ktDfMWsajyfaimg/L6BgZPHr/wwRNhWTSWrcCdDWF0JIt+oVxTge2zG9hyKIkMnys82azFjx48wiUry/mjj7baHY4oEpIw2cTKplBd5ZiZEZwVS3HXXoZlZbDSUYz4SYzIETKRw9g6tqVQqC4c/jYAMtHjGJEjtoYz0ynZRqaz8t2MM4lhU+agSez7TlwL29GvSJAo68HMcxEXN5UkHpqestFlrQoV1/aeXk/J5vV7JyVTdgJHSzOZYzYW68hmWbt6LfvfeH1aT9u5bxc9jn1kM/lbGF01R8s16yl33s5RKA7PqWPLQUmUCt3QsP3DcEXxkITJJs7QfCov/Z/AaNEHRTn7ibZpxEn2biJ+7KnSK26gaDgC7VimQTY9SCa81+6IioY5UEYhFHYoWJYJijWhXqZTUruzpHY7UTzNeC7TUGYnSHkGMczcVW1TFQeeniaijzJtea+zmvwtPjtdFMhUd6IOhTAj9i0+rERi/OGnPsuJzuO89PQvMfKYxLxTPpKlYG0dwcp6aqvmoyWdOW+/0FgKvNbWwE6ZpzQjvPc99XaHIIqIJEwF4FzJEoCqe/A0XIO79jJGdn+XZPdvpzmy6ac6Q2jeRozoCUmSckXx4sjcBBkNK6tgDBVegYdcUdxuTFcdlqWgqiaKmgUULFPFNFUsU0FRTVTNRFUyYKYhncRMJjg1CcdUvJNKlt7JikP82SzgBOpwzNFwLjGxGuKkHEOTmO+kUGZVoh4NEn/eIhqd3iITvkXDmPbVtcgdJQtZ+7vHXNE4cwKV1H7sEzz/1M/p6zxhd0gTpuo6axr/DNXS8rHkWUHKOjS2H5FkaSYoK1Npn5P/svqidEjCNAOompvQks8x4gwSP/YLu8PJC93XiqK5yIQPYKaH7Q6niJShDbyXzGDx39Go5TX07vCRiZy6s1ffer2TxWgxB+2tlxsIgGLhCmm4KxWUIch1103mYJbMQYAyoAytWkFvVNGqQPFY4LTAAMVjYrlMyCqQ1CCskh2C1G6TRNTCrknlZtL9zloXM5ZieTHjhbNGky+R5tYb3scTv36Cga6uCx9QQEzDIFMWxxX32x3KtNHTWVoaXBzrklWBC10iYZJOmzidxT2fTkwfSZhmkEDHf0Erq0HVvaQG3yDV9xqWMYMn76suHIHZmKlhjOhRu6MpSg7zxpJIlpSKRk7+3gHWJLtBLIXUkElqKLdxjSXbZ5HtO1dSdiqZg9HkrjDmmiWPuXHPtTuKqdMjlWQorEI7VirFVdffzOM//qHdoUzYgLKPBlbYHca0ymaLoau1+GmaQjKZlYRJ5IwkTDOMt+VmAMoa1mHEu8mE92LEOjFixzEz0bdmYyuoDi+K6gDVCZhk4z0FNcTNEVpIJnKUzPAeu0MpWprWTuZQ8U96Vf0BOl912rkUUtEbetmksb0ZU8lxdbVppGWqyey3seDDeQTcXrtDmJRkuniH945lcMTe0vTi/BbM97P2iirmtvsoK9MufIAQ4yQJ0wyme+rQPXXj3n9wy1+THnwjjxGNjyM4n8zwbrvDKHpZsx+U+RR7JmFQiWWcGmon8kMhedKHs8nuOCbHkWzAeDMy+R7IPFOK/G+0mDRWOThwQobkFZrWFg/Xra/homUhu0MRRUoSphJSvvxuogcfIXb0F5Dnksdj0byNZML7bTn3TOdQr8FUhslmt47vAGsYzVtGdsS+imDTQWcAqLA7jKIXP6zMyITJEWkm82Zh9iydkirkBa3OY6DnCLPKz13ltZicmF3D3pTGcDRL+KQkS4VEUeD9tzVy9bpqu0MRRU4SphKiqA78cz+Kb/YHMaLHMWLHySb6MDNhLDOLmRrCiB0jmxzMW0KlaG4KZV5GzljKaBnq0xyoWjMqNVhEARXVqoNUECutgWGN9ohYoDgUFH+ajPrEOZt2KNdB1oeVcJHpGkHrOP98JF1bg5KpBccwmexG1HKLbDGPmlEUwj01sl7ZNEgctqhY24TJzKnophlVBZ8sARw6fNDuECal7+hBwrOOEArPsjuUvGo61Iu7uYJdATcjUaNQOypLUmWFU5IlMS0kYSpBiubCEWzHEWwfcx8zE8VMh0kP7SF+4ulJrQOlaG50/2xGMwPlrVLNJqq7BjNZWBOvJ0PT5qKEL8aKm+BQUZwKiiOL0WtgJlNv1TMb7fkYvZ0fo6enDxyz3g+qweiwMgvSbrLDJplIHEi99QI1eRFZxxHg7DVVHObtZA6kgDTgQSv/IJmh4l5vSS2vJ7pbkqXpEt0TwLPA7ijGR0/Vk31zZlz/NXX1zFq4mMO7d9odyoRt3fIoly/7U1yxgN2h5FXV8UGuAi53agw3BOlxudkki9farrnZY3cIokQollUaz0pGRkYIBoOEw2ECgeL+YM+16OHHSfa8PFpEQlGwjMS4qto5gvPJhN+chginn0O5jswhly1ruqieMrSmIUxlCDXTBmoa1CSZfUVQ93mCkko7Q5IwTRtnlULlewp7/qFmVKKccGL0TVPJw1xRFKJuB8/+6kkGuk7aHc2E1c6eR13dfPzOOsrSFehxb9EP1ftldR3d/cVfWKeQORwKd36khZUXl9sdipiBJpIbTKje4te//nUURTnjNX/+/NPbv//977Nu3ToCgQCKojA8PDyhwO+//34UReFzn/vcGe+vW7furPP+6Z/+6YTaFpNnZiIYkUNkwnvJDL+JEe9G98/GUb4I3dcG6tk36o5gR5EmS04c6Q+S2e+wbQFMM57AOOLHPNpG5lCKzAGrJJMlAI+/n4olGsVe2KJQpAdNUAp3YIJjpJnstvjMS5YALAtfIs2Ciy62O5JJ6Tm0jzd+/yQvbfw+z/z+fizF/gWC860xICWr7VRWptJQX8bSxUG7QxElYMLffIsWLeLZZ599uwH97Sbi8Tg33ngjN954I3ffffeE2t28eTPf+973WLp06Tm3f/KTn+Sv//qvT//s8Ug37HQxou8qJWym3jVET0F1VaE4vCiqE0XVyYwcntYYp4OiNqD2ry2IdY2s9NlD8kqROTKMi2EaLw2QTFYzsCP71tBPkRemgqqGMLP9dkdyNguMw8MFWwlvPMIunZee+rndYeTESPA4oXCb3WHkVXmxzcedQRob3fz5n8whGHTYHYooERNOmHRdp67u3KWsT/UMbdy4cUJtRqNR7rzzTn7wgx/wt3/7t+fcx+PxjHlekR+xY78i2f3SONZvsjBT/ZAqwJuoHNG1FWSPNpNN2p8sibOZkRGcjNC40k/KqKH/DROK/wG3LaI7a/DO9aG4+zGNwpkjpJoBzMzMfZAw4tJ57MHv2R1GznQN7qAsUFHUc5u88uAq7+rr3TQ1ltHW5mHv3ijBoIMliwMsXFC815UoTBNOmPbv309DQwNut5s1a9Zw33330dLSMqUgPv3pT3PzzTezfv36MROmn/zkJ/zLv/wLdXV13HLLLXzta187by9TKpUilXq7/OfISDGXCsuPbLyroBa7tYuDm8nsAywZq17ozGgEBxEaL/aSNuvof8OUAno5Ft5sEd5cBjRRNkul/LIYlnbhOY35ZmojOFqayRwtoKp4qgrmhTP3hLeMR3/wf6YhoPxSNQ3d5cJXXoWRSdFt7KCVy+0OK298IwmgzO4witbqVRV85MPNqOroqIGr1ko1PGGfCSVMq1at4qGHHqKjo4Ouri7uvfde1q5dy86dO/H7/ZMK4JFHHmHr1q1s3rx5zH0+8pGP0NraSkNDA9u3b+dLX/oSe/fu5fHHHx/zmPvuu4977713UjGJUVY2iaJ7UPTRxNRMFm8P0tvU0VLe6QAYKliQ6ZRepZnGjMXQOUjDRR4ySh29Wy3pcco5Bd0POLoL5t82U3Mch9pC5rDNVTg1lUHF5D+f+DdWXnUNsxtbUSNRUFUMbxknerrYtXUzqqZSXdfAri2v2htvjpjZLDUt7VRWtOF31uPM+jBIoCVdKErxzfdxhxPMayln33GplpcrigKaNpog3X5rw+lkSQi7TalK3vDwMK2trfzDP/wDd9111+n3N27cyNVXX83Q0BChUGjM448fP87KlSt55plnTs9dWrduHRdddBHf/va3xzzu+eef59prr+XAgQPMmTPnnPucq4epublZquRNUqL7JcI7vmV3GNNC05aSPdAKWemaKBZqRT0nX3YXzI19Mai63sJRV4CFXSwdx0CDbUnTiEvnuV/+jMHenjPen7VwMf1dJ4kMzcCCFFNUFghy5bzPoWWLb77JcEOQf+/S7A6jKNTWuLjzIy20tXqIRAyZnyTyLm9V8t4tFAoxb948Dhw4MKnjt2zZQm9vLxdffDG6rqPrOi+88ALf+c530HWd7Bg3rKtWrQI473ldLheBQOCMl5g8K1s6q5tns9tRdPkCLCbmYBeNaxJT/MQT7+Rq6rI7hHNTDDJVx9CXhlAc03vDdSIT59EHv3dWsgRwePfOkkyWADyBEEnvoN1h5EVZtHS+G/OtqsrF7FleVFWRZEkUnCndPkSjUQ4ePEh9ff2kjr/22mvZsWMH27ZtO/1auXIld955J9u2bUPTzn3Tum3bNoBJn1dMnF5WYgU3Wn+HY5YbxVG4JZTFxJiD3TSuSYIyc6uoFQo9oGAaYbvDOC/D1Y22yD1t5zP9Pp5+9F+n7XwzycUtH8E7Umt3GDlnKgpvVFbYHUZRWLI4wJ0bmu0OQ4gxTehu8Itf/CK33HILra2tdHZ2cs8996BpGhs2bACgu7ub7u7u0z0/O3bswO/309LSQkXF6IfKtddey+23385nPvMZ/H4/ixcvPuMcXq+XysrK0+8fPHiQhx9+mPe85z1UVlayfft2Pv/5z3PllVeOWYJc5J7qLK11Diyzj4z2OMqsahzWRWAEyPYpmNG43aGJKTAHu2hY00zn7yURngpjxETVg4WfNDn60AJVZEfyX83v0En7C18UIkXVyGppHHjPud3SFRRjZj7E6J5VxY7DMn9pMhQF/H6dBfMDzG33snpVpd0hCXFeE7prOHHiBBs2bGBgYIDq6mquuOIKNm3aRHX1aOWS7373u2cUWrjyyisBePDBB/n4xz8OjCZA/f3jLx7gdDp59tln+fa3v00sFqO5uZk77riDr371qxMJXUxRIZUPnk6W2UeGZ0ADvfEyzL2h0Q2qClhoPg9qhYkZ1sgOlea/0UxjDR2n5pLZ9G6emTdphUEhvKkR/8rCTpgA1BrPtCRMsYhUYj0Xf2UVzvjYRaFiq1o4ktGo9KiUj8Rxbe2kkKf5Jyo8aKkszliKQDRJ0F9GOGLYHVZB0jQF07ROL42maQrzO/zE4wY3v6ee+R2TKxYmhB2mVPRhJpnIxC5xNsvMkup7lejBRzBiJ+wOxx6Wiq6vRslWkuFZIAOWCW+taK9pS1ET88n2GZgJeepYsFSVpDmboT1S1GOqGj8axVSOn/W+ojqwzAJZo8bS0Q5Xkh3IY3KnKDz5m1/T11min40XUN++gKbGiwllWtDjHhTl7ZTo8JXtDEXe/lsM+TTq0incO7pQ44WXiKQCbnZUVdA1kqV3oECu8QJUXeXkz/5kDm63ym9e6KOnJ8n7bmmgrnb6hskKcSETyQ0kYRIT0r/pixiRw3aHUbgUPw7zajJHLTDkhryQqB4PhqOWwT0qmXDhlstTyzQ0r4rizpA1I1hmGrO7UIerWChuBVUHRQdVV7Asi8AyC2dT4VTQ07JBslvzNzk/Wubk3370QN7aLybOsjL8lTW4ynyE5l3MYO2N59xPUaA+oFExGMW5vXuaoxxbosLDb/QAXX2yLt9YgkEHX/riPAIBKdwgCttEcgMZyC/GzcqmMGInz7lN8zTg8M8i2fO7aY6qMKjaLLTkCozONJlM4T0VLVmKglpeQ3zYz9BWAywopNrimldHC4CpRUnFugh37iJ84MzFot3BGuprPvpW7IVGwUrC248GLMraFFwtB7AK55+ZrBZGr2vA6M5PpTZfIk1lfSMDXef+fBRvSycSDJwYne/lXX7TmPtZFnSGs3RqZdSta6fuzW7UbvuGPR+fU0s/GrtOpkmlJFk6nzs3NEuyJIqOJExi3FL9rwOg+1rQvc3o/lYc/tk4Au2oTj+pwZ2llTBZCrq+CsJtGN0jmEhBiEKhuN1Y7joG92mkdpuM3tJPfGaEoivofh3FZYFuAFlM0ig4UU0nlqGCIwuKAUkX6f6zh+gomoLm01HLLNCTZDKDJCLdhE/uIX7gwkO4go3zcfgcZAZnxvAf71yzcIbjvVNdBvLYUVHb2CQJ0zi4fD68lTV4axqx3loU/UK6w1nCbbV0jCRtGaYXbgiy8USWdLoAr+sCc/HyEB3zZG6SKD6SMIlxc1VdTO01D58x/vydUn2bpzkiu5ThUK7E7A1gjMQAmexdKLSKauIjQQbfyL7VkTSxbg7FoeKogUTiIL17XyIZntjipw3Lb0RVHViWiZlOEO7eT7z/7Dk+E9Gz+0WC6y6CwcJ+YqsHoOZ9MSx1ar9vvhiOPhyzWvKzoK2uoaiFXKqgcNTf8TcktRoywETSj0TKpPPSWTRuP44yOH1zRE1F4YWUW5KlcXA6VW55bz2aJn8LovhIwiTGTdGc592eHtw+TZHYy5F4H5mTESBmdygCUBwO1JpZpJJBUlk3gzsmNvFe9+uowSQjQ3voffMlsnsm31PY+fqvJ33seUU9TOz2cvr5F4OlHrM7jPMyy0cgD1MwD4cH2PXqptw3XIQcA9txlIUw+g6gNq0h5mwd97G9YYOh9gYWHepG7c9vj37nrGr2pHVUBfpOyuK0F6Io8Ed/2EJ1lcvuUITIC0mYRE5Y2RSauxrV4cc0kljZOJaRwMqmsLJJCnQCxiQ4wduDFqwmG5aEyU5aIIgVaCI+FMAaOPVEM0v5pfUMbe4a+5JTwFntwHQMM3hyCwOvF3bPaMWsi8gMF3ayBBDZDZ75voJegiCrDqN6Qpjx3PVQZP0+nn/4Rzlrr9jt/+VDnKoz3bY2A3M/OqHjMxmLgx0NzKEzr0mTYlmc7EuTyRTLd1d+rVldybJlIbvDECJvJGESOaFoLsqXf+Wc24Z3fJtk92+nOaJcc+BQ15E9ESATTyC9SzZRFfSaRjJWDdGwG86xpJuVgaorW+h/4e3eDkelA8piRIf307fvZTL7C3/9IABUjZrm60l1Fn7FRWMYep9spvrGGIojiZnNw9C3qVJAq/FjHslNwpT2e/nVkz/NSVsl4x2Fec10EixjtMTiBETiWfbNq2eeqxf1ZCTXEQIQiCTIZqW3ZLzq6+TfShQ3SZhE3hnxzim2oKA4vFgZO55cO3Ao15Dt9JGJJYCEDTEIxelErWkjES0nMaxdcH8zmcXRlCE+cpD+g5tJHijAm/fxsCystMqpOnRKbR+KomL2VBZkp22mHzr/xYtnro/gmgL9N/dPMvnUNEzP6BoykXSS115+iSNv7s5hYKXn2CsbKe86QtWaDxHzdGAqLlQrg3fkdYyBgyRmbxjz2HjCZGdDNe1NIcpeOZ7TxW5NReFYeQBzUIbijdeILN4ripwkTCLvFHVyT57ctZfjaX0vjsAcFEUjPbiLoW3/860hfvmnaQuhexGZcIxSSZS0xtnEI9V4AiOYPfuxslm0YDnZkTBks6h+P2YsBuY01YzWNLS6VuIjNZj96rgOUZ0qXXt/Tudrv8lzcNPAMunr+0/KG5bT/eazxA6MlmOes/aPMbvKbQ5ubPH9JuVrA5hG4RVEybj6QdXAnEDGqapsOfQm2373Yv4CK1FDx44wfOLv8VVV462qY/D4YTojI9QvXg6zz3+sYVi8iU71Ve00vXEcZXjqCY7RUYWpKHjr/VxZ72NwKM3hI3FiscLv5bVTVaX0MIniJgmTyDtv63tJllWTHtqFmTzHGKq3uGsvxzvr/SiqE9XpR3WcWZrUUb6AihX3YsSOkx7aTaJrI3lZ7MVScSjvIbMfMEtn6J3W1EG0f3SB1Gh/Od7aDlQrQXSgDhwWjpCBpmcx3SrOzEGyw0P5C0ZR0OvbiMdqyA5cuEfpFNVnse3h/042VTwJ7uDBrQwe3HrGe0YmikoBJkw61N+RxEzoYHooyAqSShq9rhGjc2DchxyODkmylEeWaRLp7SHS23P6vb59u6i5JIWpXPhGvG8kS3JRM3N2n0AdmvwDNcvn5GhNiJFYFuuteYMOh8q8uT58Ph1NUzh+IsHBg6XzvQDw0TtbcLtV9rwZYfuOMCMjZ/YmdczzMWeO16bohJgekjCJvHPXrMJdswqAbKKPdHgfxshBjEQ3ZiaKlQ5T1nQDzuA8HP62MdtRFBVHsB1HsB1n1cWYRoJU/xYwc7iIoOJBj7yPTE8B3ujlkV7XROStZOmUWH8QCL71k0Im5iDDaGnrNPPxNfaTPbn/7QMUBb2qBgCjr4fJUv1+Mq75JCZRRnukZ2dRJUtjcblrCrJmnu5RwHUY1TV9nZCTYdZH0DPlGAPDF+5p8nqkqEMOlTe3Eu46iWmcfwiXkU7jTRwg4lk0rnYj8SxHlzTRtukwSnrivUHG3EqO1JYzEj33sdHoaLwBv86a1eW8vCmPD4wKiMOhcNGyIC6XxrKlIdZdWU0sbjA4mGbPmxF6e1P82Z/MRtfHNwJAiJlKEiYxrbSyasrKqqHu8qm14wwSXPTnDG//X2SG38zZMD1NbcOMFuKtaH5ZWhmqM4uZHm9vjkJ0oBpXTRAnnRi9nei1TUSGmwHwV08uadKq64gn2zCjk/vyDVYvRdEdWEax/z8szJsTZ63dEYyPqY5gto2gN9RivHGBAiCpFDVNzfSeKMz1pWaKukUX4Vn+B8QcrTSbAyRf/SE9e3ac/6AJjiAYimRxXTaL+t+PP2ky63z0zK+jK5yFcQ67S6VMli4JsH1HcT9YKyvT+NQnZuFyvf29UFc3Oo9vzmy4ZGUFhmFKsiRKgmJZVgFOHc69kZERgsEg4XCYQCBgdzgihzLRYwxs+q+j1ZamzI0+fCtGf34qLxU0VUWvbSaRrMNIjH8YHIqJr7wbVNfpIX1loSR0b73AgWfSG9uJDFTDFKdvp62j7Hrsf0+pjULXvPI29OE5dodxlsprwNm0x+4wJsQRbyKza+yhwgAxj4t/+3/fRXc6ySSnb9HUmarp4jWUtSwDpw9ifZihOcRc77peLRP/wEYOPfXPZDPnHiXQtvZGkhMsOw5QFdBpfu0ISmzsByeWqhC5vI3DcchOojdU0xQikQx79xXv8Ly1l1fyoQ822x2GEHkzkdxAEiZRFDKRIwxuuRcrM/UnfopSA8cvx0qWaIUkTUOtn0esf2pzZHyuXWTD4yjfrWkodYuID/imdL5TVLfKln/+Qk7aKmTtV/0J2U5fQVXLq73NQA3sv/COhcQCvXPsOU1KMMQmZSF9CSeKoqJbCcqiu7F0D6mDLxI5OboSru5yE+46QSaRpyGhigKWhbeikvpVN5KNhznx6nP5O98EqZrGnA/8V2KeeeOad3SKJ3McY//THNt0dpEWp8dDxYd/MKl4/B6N2Z0DaIfPHjoXX93CoNtFb3hqD9l0XSEez7Jrd3E+YLtzQzNrVldeeEchZqiJ5AYyJE8UBYe/DXftGhInnp5yW5bVi94ygLEvNzfwM042i3liD77GOUQHJj/GyvS1QPj8Q25Uj4eMdxHpgYnPVxqLYZ2/t6BYHHjhe4RaFhFqXILDGUJVPJBykh4wJlYBLpdyWdt5uiigVFpwrtUPFIVtzoX0R9wob/1uhlJGxL9i9IfFC3Avfnv3aiuD+8jjnNz8PKno5JZBcLjLaFh+GZnYMLonQHb+H2IpGmDiSRzA0txE3+qtqZl1G84jP+Pob5/CzNpXxa1m3kL8l3yIiKt9wsfGHc2w8BPMab+O2JZH6N6z/fS25stvnvSKd5F4lu3lIWpbK4mkLRrULL7tXYxc1MChKFipqY9IMAwLl0st2jlNhlFAT2OEsJn0MImiYWXTJLpfJHbo38km+9H9rThDC9B9LWiuChR9dOy1ZSTJpocwosfJDJ+AaDWm0kM2u/2M9hzmbWQO5bCgxAykNC6dfM+PYuFV3sCMx8+5WausJp6ZPYF5U+NjlY1w4D8fItp97MI7FyHd7aV24Tp8gXkYAw7MxPTdSFdcDq45OR6Sp6jEdB+mZaKgoCkKZViQiTLavaZwzm42RUXRXFiKCtk0mGMPz9KyIdSRAFY4jdE3fPr9WOM8Ng40TTxkK4Mv/ibpY69iJKJ4mheTqbgI1Uwx9MI/EenuxFNege72kE2nCHedJFjfSM2K68lWLCCuN07ofLoZpSz8Bv2v/Yqh40cmHO9k1HQsYvDwfma995NEg5diTXDx2XOysnhP/oLDzz/OnFs+SaT8iqm3+ZZTCW++7nhCQQebtwwRHaNoxEz04Q81ccVlVXaHIUTeyJC8c5CEqXRYlomVTaHqZePa34gNEX9jH+mu4yihXjLmi0AGXVuLsdd/weOLmerxEDOXMdmuA1/VENkTZ95Aqx4PSnkj0cFKsPIzWVh1qrzxxP/AiNux2HHh0N0+2i79CITLycbGfqLurHbQ2/UU1W1XYg56yMYn9/RdcUH9hkNYZo6Gsyoarw12srd711mbVEVDRcF4a+6iqmioqoqmaKiKSspIYVpv37yumbOWOWX+8xaI0bJB1JEgxskRcLh42lhOxsztNaqZcbKKC5TRBwWKlUa3UmTUqX/WKFYafccPObntlQtWoZuK6vb5qGu/ioaBqeSud/gUzYyTVT05bzffXC6VeDxbFMUgnE6Vr39tAYFA7v//ClEoJGE6B0mYxIWYyRSx7TtJHjiAWmFgdJpYqdLuYdKCQWKZBViTvGlUHSbuzDZUfwjLVUE64SUTm54v4MG+lzi68WfTcq5Cp6g6dYuuwl+5EMXwYMYVjJHRHhfVpdLV/a/EB06c2pmK2RdR0bgSNV1Bpn/8FQddtVB188mcLFirODxs6TvGnq7tF955nHRFZ+Ws1cwp8513OQJHopFtvXM5MjLzbtoB/EMvsf+JB/LSdvPKyzGWfAJLceal/WIQCjnY9kaYoaGZWa2zqtLJJz8xi8aG8T10FGKmkjlMQkyC6nbhu+RisuERkgcO2R1OYfDVYA1M/gm7mVGJW8shosA0z4uuaL2Io/xsek9aoCzToGvHc3TxHACa002oZTFOT4h0PPx2sjS68xmL5fpqZ+OtbALLIlR7CekT5+5trLgK3LMOYRpT613KOEPs6N3Pnq4LlJyeBMMy2HToJQ7661jVegkBTcNUFCJGhkgqjqaqOFQd0+2csckSQNbXlpd2He4y1MUflmTpAoaHM7TP8eJyaWx+bYhUqoAXJTuHgcE0j/77Ce64vZHmppn7dyBELknCJMQ7KIqC6nbbHUbBMBl/tasxKTZVAoj7qJi3jMF9b9hz/gKWTScZOPDauPaN9hwi2jP6AKFnz29xeEO0rvgA1kAFigqOBoPyNWFQuya6bM5Z3kzE2bLn+ak1Mg59kW5+sfPn59zWVH4Lsf4FeY8hn9SB3CSbqq7TesVNjBzdw8DhA1TOmUdKCV74QIFhWBiGwcXLgxiGxZatwwW9mPM7WRYcOBDj7//XPv7bFztoapSeJiEkYRLiXdzts4nv3G13GLbTgkGiAzN7Dleiv8vuEIpOJjbMgRd/iKI58DVWsvTDV2Blz13YYyIMZ2hakqXz8blaiA9clbfCANPBYUY5/sLPctLW7A9+lah7Lo5ZBrOvOElMb0Gx6wHIDJVMjmZJl62pIJk0eX1bmGy2sC+wdVdVcc26GgAqKqQ3UQiQhEmIs+ghmeMGYPkbITWzb45Ms3gqVhWa2ks6mPPe9pwkSzj9/Meup6bezhTFUicJuBXi8cK+oT2fjOqj+dYvYHa9gREfJnzsAOGuk+c9xuF2U7fkEo5v/i2e8gqCja24KxuJu1pGd1B04o7WGVk1vlDEYqOfRatXlRMOG+zcVbiFIcrKNEmUhHgXSZiEACzTxEymAAssC0XXsfJYZWomSEZn/jpUobb59Gz7nd1hFJ3Q3Gbarl+MZU7xpk91EFacvLTvtyQN+xdgtcjSk/kK1ZWX4XNcQixcSyIx85KnqLsDZnUAUDnvBDXxE6DoJA6/woktvz9jX09FBdUdy0nP/yizPAHUpkuJudqx//9GcYrHszgcCldcXoGiKBw8GKOza+zKjWNxuVTmzfPh9+lomoKmKRiGRSxm0NeX4mRnctI9pUGpjCfEWaRKnhCAMTRM/yP/bncYBSVRtgasmf1MWfVl2PLg3XaHUVQW33UzgTYV3irZrWherOzklhftw8l/7vl1LsPLLQvaqj9KYugiUqmZ/1Xpj75Btu9NrGwGVB29poMR7zIUJT/l/cWFKQr4fTooo8P3hofTHDmawDQtHLpCmUdH1xXcLpVg0EEw6EDXFCJR47xD+1wuFbdbY+/eKF3d40/Ibri+lve+p06GXoqSIFXyhJggLRjIW6+SouuoZW7QNKxkCjM58aeJ005RUFQLKzuzvzTNqIOaJavo3fGK3aEUB1Uh3hfGsgLobgfdm/fTs3k3dasW0nj5QtyVKlb27bWvFM1HvNfAGXCiOUavKRTYG+2hK9zJiaGjNv4y46DAkf5/RlV+yuy6z9HfXW13RFMS8S0D37Iz3pvZf+Ezn2XBSOTt7x2PR2fpkgCGce5kKBod33dUKmWSSpnU1bmY3+Gjrz99wWGAmqZwxWWVkiwJcQ7SwyTEWwYef5JMT9/UG1IV3LPacLU246ivRfP7z/gCyvT1kzp2gtSRo2R6+6d+vjzQKiqJxjvsDiMnFG+KrQ/9d7vDKBnB2Y3UXTIfb0OI5GCM3T8+swdJ/9BF7FfftCm6yWvx/j0jYbmRFDOXz6ejAEeOxjl2/NyDLqurnNTUuAkGHSxbEmTRIrlfEsVLepiEmITQDesxBgdRdAeWkSEbjRHd/DpmbHzDjRy1NZR1zMU1qxXNM3YZVkd1FY7qKnwrLqLvX35KNjLNCxSNg+L2Qw7m8hcCK+7CU9NIvPf8E99FboQPnSR86Mx/awtQA2U4rmxn7wxMlgDSKZXR30SImelU71RlpZPWVg+mCXv3Rejvf3sR577+NH1v/bz8opAdYQpRkCRhEuItmteD5n3XIn2mxchLL3PWAhqqguJ0ofl9OOtqKFvQgaOyYsLnrNpwB4k39xHd+gZmdHLzQPJCKZ6PBtWhkhwqzJ68UmBpKtbHFnMouQ/Yb3c4k+YL9ZKc4UPyhDjlVPLU3FTGgvl+NFUhFjeY2+7n2PE4qaTJ7FmyaK0Qp8iQPCEuwDIMMgODpxMa1efDUV2JouZuorSVzZLYs5fIK69hpTM5a3ey9IZZRAbr7Q4jZxRPnM7tz9D9+m/tDqXkKB4Xh26d+UPZVBzMrryb/h75/hDFyevVWH5ROR3zZvb6e0KM10RyAymNI8QFKLqOs7YG95xZuOfMwllbndNkCUDRNDyLF1L1oTvwLFuC6vPmtP0Js2bIkvTjZMU9NCy70e4wSpIVT1HuqbM7jCkzyXBg4K8J1W6zOxQh8iIWy/LS7/p5/je9HDwUvfABQpQQSZiEKCCaz0vgskup/sMPEVy/brS6nh3MIlyDKuVGc409t0zkT3Vv8TyxPjLwL1TVFt68QyFy5fCRGBtf6OOZ53pIpWTxbyFgggnT17/+dRRFOeM1f/7809u///3vs27dOgKBAIqiMDw8PKFg7r//fhRF4XOf+9wZ7yeTST796U9TWVmJz+fjjjvuoKenZ0JtCzGTKIpC2dw5VH34DrzLl6GVh0YX7JgmZrxwV6GfLMuwqFpwsd1hlKTs5uN4XSG7w8iZEyP/F6935g8zFOJ8jh2L8/xvejHNkpi5IcR5TbiHadGiRXR1dZ1+vfTSS6e3xeNxbrzxRr7yla9MOJDNmzfzve99j6VLl5617fOf/zw///nPefTRR3nhhRfo7Ozk/e9//4TPIcRMo7rd+FevpPrDd1DzX+7Eu/zsvw8xfokBedBiB7N7mIYXTRq8c+wOJSeSmT56Ml+jqu4oZWWSOIni1dmV5MXf5mC5DSFmuAmXwtJ1nbq6c49HP9UztHHjxgm1GY1GufPOO/nBD37A3/7t356xLRwO86Mf/YiHH36Ya665BoAHH3yQBQsWsGnTJlavXj3RX0GIGUl1ufCvvgTN72Pkxd/n91xlPrC/9kRueWKMHD9gdxQlyzjUi+tQL/NuXcI+z8ytlneKYcY50P+/wYLG6pspU5djGl4GBxzn3P9UYpVIyNN6MbMcPBSjrS1GW6vNc2uFsNGEe5j2799PQ0MDs2fP5s477+TYsWNTDuLTn/40N998M+vXrz9r25YtW8hkMmdsmz9/Pi0tLbz88stjtplKpRgZGTnjJUQx8CxagHtee17PYWgzf5L+GTxxXv/xPXZHIYDMf+xgXmwuUCQ9MwqcHPolBwb+lkPhu6mqGy1hryhQVZ0gUPN7Eu7/SVfmrxhW/h6/FNkTM9DuPXIPJUrbhBKmVatW8dBDD/HrX/+aBx54gMOHD7N27VoiU1h485FHHmHr1q3cd99959ze3d2N0+kkFAqd8X5tbS3d3d1jtnvfffcRDAZPv5qbmycdoxCFJnj1WsoWzr/wjhOk+v2YtStIDBVbcYTiqvo302We3MFcY57dYeTFkcHvUFl/FMv//zgw9DWODT5OyhgEIJHuJuP45XRORxQiJ3p6kpTIKjRCnNOEEqabbrqJP/iDP2Dp0qXccMMN/OpXv2J4eJif/vSnkzr58ePH+cu//Et+8pOf4HbnthrY3XffTTgcPv06fvx4TtsXwk6KqhK86nICV69FcZx7CNCE23S5SLCIVNiVk/YKSf/BzXaHIN7t1U6ay+baHUXOGWacg33/m+H47nNu9zlWoamSMYmZxTQhnpCKeaJ0TamseCgUYt68eRw4MLl5AVu2bKG3t5eLL74YXdfRdZ0XXniB73znO+i6Tjabpa6ujnQ6fVbFvZ6enjHnUgG4XC4CgcAZLyGKjWf+PCr/4DYcNVVTakf1+TGCSzAzxbnSQOXslXaHIN5FKXMQZsjuMKadSS9GVp7Ui5nnjTeG7Q5BCNtM6e4oGo1y8OBB6uvrJ3X8tddey44dO9i2bdvp18qVK7nzzjvZtm0bmqaxYsUKHA4Hzz333Onj9u7dy7Fjx1izZs1UwheiKOjBABW33YJ77uQqkOkNbcStRaRHnDmOrHAoCT/L7px49U6RH85rF3B4ZYyRRL/doUwbBZ25lV9jsHuh3aEIMSl790Xo60/ZHYYQtphQlbwvfvGL3HLLLbS2ttLZ2ck999yDpmls2LABGJ1v1N3dfbrHaceOHfj9flpaWqioqABGk6Tbb7+dz3zmM/j9fhYvXnzGObxeL5WVlaffDwaD3HXXXXzhC1+goqKCQCDAZz/7WdasWSMV8oR4i6KpBNddgTE4hDEwOL5jXC6sygVEBj15jq4wqOkKLv743zLS/Sb9e7cwfHiP3SGVHLXcQ/bWuexN7YUSG92jKhqWGkHTQmSlh0nMQKYJz/+ml/feXI/XM+Eiy0LMaBPqYTpx4gQbNmygo6ODD37wg1RWVrJp0yaqq6sB+O53v8vy5cv55Cc/CcCVV17J8uXLefLJJ0+3cfDgQfr7J/ZU8Vvf+hbvfe97ueOOO7jyyiupq6vj8ccfn1AbQhQ7RdepeN97cDRcoMKdquBun433qhtIRnzTE1yBsGJu/P6LmL3qE4TaOuwOJy9UXads4Uq8za12h3ImlwPjtrkcSe21OxJbZK0UB/q+jR76D6rqjlFV10VFpWF3WEIAoGkKmnbhuXXRqMEvf9XF0FB6GqISonAoVomUPRkZGSEYDBIOh2U+kyhqlmkS2/oG8Tf3YUaioGk4qqtwNtbjqK3GWVuD+laRldRAku6nj2GmSuxxP4AnVnSlxp3BEN2eDo4cHi0B7PHo1NR6aHb2Ejt62JaY9FnVZK9o5KRynFQmZksMhUpTyphV8VcM9IYojW9iUajq69zccH0digKGYZFOmxhZE8OwyKRNMoZFJmOiqgq6ruDz6pSXF+8wblEaJpIbSMIkRBGzsiaoCsp56hgnuuP0/OcxrBIcJvTm898kMTC6PIGiqjhD5aQGB2yOanI8DU3sHq5mcDB51jaXW2VxRwD95E4y0ckvAwGj/05ltfWoHi9mKkn8xNlr8bnKy9HqZ5Ge7eNI6A0yWZn3cD4tFR8gMbiGjFF6f4OicPh8OtddW0tFhSRCojRMJDeQQahCFDFFO/+oWzNjkuyOFc0aohNVu+Jquk4cpG9E5eixCFVKGfXMrITJ4fOjtczn1V0J0qmzkyWAVNJkyxvDVNfMY/4Ck9ie18doy4fu9aN5fVguL4biJG1qpDMQT5pEYwZDQynSh0/1SHpZtHANlY4oCdVHOGZx9FiEVJcJXQnYmmD+nYvpcW7J029fHI4NPobPvZk63x+SjpcTjylSSU9MO1UBn19uC4U4F+lhEqKE9Tx3nNRAksD8cjIjaaL7w3aHNK0ieoyfPvjI6Z8VBdY0DZDs683ZOdzV1ST7+nLW3imq04m7fTHb9hlEo5lxH+dwqKyencBMxkFVwTRR3R4GtVoOH40Rj42/rfGxaH9fFdG6PTIkb7wslXLfYsqcDXi0efR3t9gdkSgBc+Z4WXdljd1hCDFtpIdJCDEu1WsbUHQVRVWwLAszlSV+LGp3WNMm4PCf8bNlQY9zFrXV5CRpci+8hN9vjVBT20JHfYbYvp1gmvhmzyN+7BCmceakf93rxdXczr5unYDfQb1jkOihfWfs42lsZsjZxN79YYytiQnHlMmY/HavCzi1QPGpZ2bDE25rfBQOPDmAt7aZ0O3dxFP5Ok8RUUyGYtsZim2nqVwDJGES+dfVlSSVyuJyaXaHIkTBkYRJiBKmOt/+YlQUBd/sYEklTCgQrAgSHny7Z+3gwRGOOqq4ZEkbmX1bz0pqxutUsgQKvT1xenugsmoZtdVutu4eorXtYhpSB0gNDeKuqiJd1c7ruyNktqWBND3dsB+NuXNXU+8eIRseIOyfzdZdQ+Q2uZme8ZieKiderZp43hKz4uTWllJCf5HCRvF4lhd/289162vtDkWIgiMJkxDiNFdtGbrfgRHJ9bCswqI4VI4OHeO5h5/BzJpnbTcyFi9vjVBds4wF1VGiBydWCvudydI7DfQnGehPAgpHj0QYDDTTOqeD1/cMY50493DI/fvD7AegnNFEaWZOOOvbFaFqddDuMGacVKzS7hBECWlsKLM7BCEK0oTWYRJCFDfd48DfUW53GPmlwObdm3nmiafPmSy9U19vnBd3KSRmrcY3e+64mvfNW8Sr22OMJ7GJjKTZuWsY6/xhvB34DJc4KkN9JsLraiIytaKGQkxI/6BUtBTiXCRhEkKcITA/hFqkY9j7zUE27XqFNzZtm8BRCnv2hHlxt05n+Uo8Cy9Ge2sdq3fzLLyY3+4YXbtEnEkvU3FVzfykbzo5tNJaWFrY78gRKcwixLlIwiSEOIPq0Chr8NodRl7s3fUmu7bsnPTx3V0xXtqaYEdyLtqC1ZTVN5ze5ly4ipe2xmUB0jEYCZNMGBz6uZNNcbZwfD9OpySZYvo0N3nsDkGIgiRzmIQQZ6lYWUMmnCJdqMMzVAXM82cmiqZQ1uTDVenGsiyMtMGb/7wnJ6dPJg02vx4Ggvj9VdTXe9i3NUwxDJvLp0NPDTDrxsUM179mdygzgkWWQChGf6/cxIrpUebRGBpKU14ui9cK8U6SMAkhzqL7HFSuqaPrl0ftDuWcaq9tQvc7SPUmMKIZzFQWM2uhAKpLw1nhwtPkO6MKYO+R7rzEEolkiERKa/2qqTj2m0GqPlZG2ph4SfRSFDZ+haJ8YOyey8AP8WY/SSwmXZti6nbtGmFoMM2ll1ZQWeG68AFClAhJmIQQ55Tsjtsdwjn52oN4mkbndjiD4/9Cv1CBBzE9simLCrWdbnbYHcqMoCluMu/IhRQFdF2hzGOiuLdwdOBNqqq6iMXq7AtSFJXOriS/+GUXH3h/E16v3CYKAZIwCSHGkOpP2h3CmVSFytW1+OeFJnW4r9x/4Z3EtOj8tYnzOidGNm13KAWvP7IZf3AQw4ySTPeTyY6MrjUce+sFxIzXgZtsjFIUm/JypyRLQryD/DUIIQAwDZNMOE16IEFqIEn8aOHUM3Y3eCm/qAp37eTncvgq/PgrA0QGRnIYmZgoRYOK+W7SukcSpnEwzBhDse3n3adr6De0hW5geFjqOImpq652sXBBwO4whCgokjAJUcKMuMHgaz3Ej0SwsgU2B0IBT4uf0NJKXFW5WUyxdladJEw2s7IWqSGTYEsrhiNNOlOYQz9nFMUkqjyKonxIqjSKKWlr9bB2bTVOhyTfQryTJExClCgjlqHzF0fIxg27QzmDq7oM35wAnlY/useR07aNTGH9rqVJofPVYTpfhfkfn0+PstXugIpCf2Qzc6rex0Bfbh4uiNLU158imchKwiTEu8hfhBAlKrxjoOCSpaq19TS8t43AgoqcJ0sA1gVKkYvpdfCnIwQ99XaHUTTSknyKKYrFsvQPFOhyEkLYSHqYhChR8RNRu0M4zVnlJjC/HH97KK/n8VfKuPxCkolncQ02grvL7lCKgmVl7A5BzHBer0ZLs6z7JcS7SQ+TECXIsiyyyazdYQCg+x00vLcN/9xQ3s+VjMraP4UmvK+wejlnMsOM2R2CmME0TUHXVf75J0eJRCT5FuKdpIdJiBJkRDNYGfvWJVLdGoGOEK5aD+4aD4qi5P2cWSPLyb3H834eMTG920aoXeEjmSmcHs+Zqj/yKgH1ZkxZckxMwrKlQZYtDdHZmcDvz/2QaCFmMkmYhChBho1PD931HmqubkJzadN63uGeIdqWzmGoe5ChrgGWXLMcf4UfT8BLdCjC1l9vlgp6NjCzFiGznW622R3KjNdW8SmG+xVMmasnJmj2LC/LloZQVYWmJhmSJ8S7ScIkRAkyM9M/HE/z6PjnBgkurULVp380cGVjFXf+zceB0SGJlmWhqm/HcdWd1/LKz37HSP8IyViC159+bdpjLDWKCk1rK8i6RkCqi0+ZRZxQ1QniI03E45I0ifHLZi2moaNfiBlLEiYhSpDmnt4//cCCcspX1tiSKJ2LoihnDQN0up2s/fDVp39ecdOl/Ox/PUr/8b7pDq9kWCZ0vTLM7JpyQjWNDMdP2h3SjHaw/3sA+FwtBLx/STwmSZO4sPo6N+uuqp6WodFCzFSFcfcihJhWZnr6epiqLq+jcnVdwSRL49W2dDaf/dEXef9/+xA1bbV2h1O0jKTJvkcHcGXL7Q6laERTx+jP/g3lFYVR2EUUrppqF9etr0WfYZ/PQkw3+QsRogQNvd6f/5MoUL6yBl+eS4Xnk6ZrXHzjJXz2R19kxXtW2R1OEbOIKd12B1FU0sYwA5nvo03vVEExw8ye7cUhi9QKcUHyVyJEiTHiBunBZP5PZMHQa70c/+l+MiPp/J8vjxRF4Za/vJ3Zy9vtDqUo1S0PksxE7A6j6IwkDhKs3idzU8Q5KQq0tXrtDkOIGUESJiFKzMjuQZimqQ2qW6P6ykYcAef0nDCPdIfOhq9/jKqmartDKSqqphBabWBkU3aHUpQO9X8ff80mSZrEWSwLdu2WyqBCjIckTEKUkPRwajRhyjNFU6hd30TLh+dS1lA8TzDL/B7+8Bt/jO6Qejm50LGhkrpP9DNoHLQ7lKJ2bOAxyiqfxeuVrEmcyTBMslkpDiLEhUjCJESJsEyL/pc6sfL85ahoCtVXNeBp9hdl1aWq5mqWrr/Y7jCKQvfv47hPzEN/YwHlnia7wylqncO/pidzD1V1PVTVjuB2F9/fppi4g4diqHInKMQFyWNSIUrE0JY+Un35n7sUuqgKb2sg7+exU8uiVrY+9ardYcx44aMJwkcTAMxfVAOcsDegImeYUQ70/z0AmlJGa92dxIYWkEpJD0OpmjPbW5QPtoTINXmuIEQJiOwfJrxzYFrO5ap0T8t57CTFH3Ivut/uCEpL1kpwqP+HpN0/xuWSG+ZSVFvr4tJLKuwOQ4gZYUIJ09e//vXTCz6ees2fP//09u9///usW7eOQCCAoigMDw9fsM0HHniApUuXEggECAQCrFmzhqeeeuqMfdatW3fWef/0T/90IqELUZIyI2kGXumm/3dd03K+qivqKWv0Tcu57FRRXynFH3Ksa/MwmuqwO4ySMxTbTszxHYJB6WUqNfPm+mX9JSHGacJD8hYtWsSzzz77dgP6203E43FuvPFGbrzxRu6+++5xtdfU1MT999/P3LlzsSyLH//4x9x66628/vrrLFq06PR+n/zkJ/nrv/7r0z97PJ6Jhi5EycgmDYa29BHZNzxt59TKdDwt/mk7n90c7plf+a+QZFMWwz9poeWuFENxGZo3naLJoxiOv8Pv+DKZjCROpaB9jo/2OcX/cEuIXJlwwqTrOnV1defc9rnPfQ6AjRs3jru9W2655Yyfv/GNb/DAAw+wadOmMxImj8cz5nmFEG+zLIue506Q6k1M2zkDiyooX16NWkILIC695iICVQH2btpjdyhFw0iaOEdqQZeEabolM300VcTo75WHkaUgENBRVRmKKcR4TfjuZv/+/TQ0NDB79mzuvPNOjh07lrNgstksjzzyCLFYjDVr1pyx7Sc/+QlVVVUsXryYu+++m3g8ft62UqkUIyMjZ7yEKAUju4emLVnSPDo1VzdSeWltSSVLAGs/fDWXvu8yu8MoOolOuyMoYeqQ3RGIabB6VQVLl4TsDkOIGWVCPUyrVq3ioYceoqOjg66uLu69917Wrl3Lzp078fsnPxRnx44drFmzhmQyic/n44knnmDhwoWnt3/kIx+htbWVhoYGtm/fzpe+9CX27t3L448/Pmab9913H/fee++kYxJiJjLiGYa39eX/RKpCaEklwaWVqCU8Bn7uJR3UtNbSe7TH7lCKRucrYYJtDrJmxu5QSs5g4jngY3aHIfLE4VBYs7qSObN90rskxAQplmVNesDy8PAwra2t/MM//AN33XXX6fc3btzI1VdfzdDQEKFQ6ILtpNNpjh07Rjgc5rHHHuOHP/whL7zwwhlJ0zs9//zzXHvttRw4cIA5c+acc59UKkUq9fbK8SMjIzQ3NxMOhwkEirvksShdmUiaE48fAjOP8xBUqLuupagWpJ2KPb/byU++9pDdYcwIigq1y4P07YiQTZtj7tfxaSe98b3TGJk4pdX3d4SHS/chSDG79JIKliwO2h2GEAVjZGSEYDA4rtxgSp+KoVCIefPmceDAgak0g9PppL29nRUrVnDfffexbNky/vEf/3HM/VetWgVw3vO6XK7TlfdOvYQodg6/k8D88ryeI7CgQpKld+hYs5D69ga7wyhoqkOheqGf+X9UTmrpNlqvPf81mnxTJqPbRXXvtjsEkWOKApetqaRjXukU5REi16a0cG00GuXgwYN89KMfzVU8AJimeUbv0Ltt27YNgPr6+pyeV4hiEFpWSfTAMOZ5nuBPlu5zEFpSmfN2ZzJVVVl12+X87JuP2h1KwVBUsN66/OpWBAldmqEnuZ3ut7a7mgzm3lGJVmahOExwmFiagaUaGCSw6IHzT1MVeXJ88FGC2mKyWbsjEWPRNIWOeX4WLPCjKgrJZJZ4IksikSUWM9B1lVjcoK83xcBgmssvq5JkSYgpmlDC9MUvfpFbbrmF1tZWOjs7ueeee9A0jQ0bNgDQ3d1Nd3f36Z6fHTt24Pf7aWlpoaJidHG0a6+9lttvv53PfOYzANx9993cdNNNtLS0EIlEePjhh9m4cSNPP/00AAcPHuThhx/mPe95D5WVlWzfvp3Pf/7zXHnllSxdujRn/xBCFAvNrVNxSW3O117ytvmpWttQ0nOWxtK2ZLbdIdhK1RTqLw0SmA8pTx8JI0yZHgIsVIbpiR85Y/9uYxu8s9M/89ZL2M4wYwSCBkODU3qeKnLI4VC4aFmIsjINr0enqtqF8x1FdgKBsdcvi8cNBgfT0xGmEEVtQp+IJ06cYMOGDQwMDFBdXc0VV1zBpk2bqK4eXcDxu9/97hmFFq688koAHnzwQT7+8Y8DowlQf3//6X16e3v52Mc+RldXF8FgkKVLl/L0009z3XXXAaPD9Z599lm+/e1vE4vFaG5u5o477uCrX/3qlH5xIYqZ5sntzU5Zg5fqdY0oikwUfrdjO4+w6T9+h6IqWJOcO+Z0O/nU//ksRipD/8l+Dm87wNHth+k/MQ0FPKYg2FpG/VVuhtxvEs8cGu0UeqtnKJmO2BmamALFeQCYf8H9xPS4bn0t9XVlkzrW49Hx5Pj7QIhSNKWiDzPJRCZ2CTHT9Tx/gvjR3N2w1lzdiLdN/m7e6cj2Q/zmn5/l4JZ9U2qnsaOZ933+DhrnNZ21bbh3mD0v7WDbM1s5uff4lM6Taw6fRs0f9hNPDdsdisgxp16OJ/nf7Q5DAMGAgw/ccfZngxBi6iaSG8hjByGKjJU1iR/LXbKk6CrueinycIqRNti/eS8/+dqDU2rHE/CgOx3c+dcfJ1B97spVoZoQa96/ljXvX8tg1wDP//g/eeOZrRTCc65M1CBgNRNn2O5QRI6ljSHqQ6ZUyysAsbhBOm3idMr/CyHsJAmTEEVG0XL7xeqd5UdzaTltcyayLIvfP/Yi//mDX5E1Jj8jfvbFc1l92+V0rF6AaZo4nGPPP3inivpKPvDlDaz90Dqe+eFTvPmyPdXMyiod1Cz145ll0p3eZksMIv9U9x5gkd1hlDzDsHjkp8dYtjTEsqUhu8MRomRJwiREkTENE3LYAZEJy4ThRCTOL//Pf7DtmS2TOt5Z5mL59StYddvl1LTWnn5fY+KJaO2sev7wG3/MsV1HeO6hpzm4Zf+kYpqs1vf46dG3MGJ/J1dRC/nruH7Nn+N0lNEzcJDewcPsPvQCGSMJQMBbTVPtIlrqllAZbEJVNcLRHiLxQd48/CJd/VO7LrpHnsKrLcbIyv9ou2UyFj6f3K4JYSeZwyREkUn1Jej8xZGctafoCm0fLc0J4PGROL9/7EVe+reNGBljwsdXNVez6tbLWX7DStxed87jsyyLXS9u5+ffeYLYUDTn7Z9L9UI/xqrt03KuUuV2+vjYLf+A33NmCX8jmyFjJNFUHadj7CIAppnl0We+zoneqfVCtpf/Df19kys2IHKrubmM69fX2R2GEEVF5jAJUcKyyYnf2J9PxaW1F96pSDndTsJ9wxNOlgJVQW79wgeYe2kHqpq/uQeKorD4qmXMXj6X3z7yPC8//hJGOrf//9+tb/cIretqGEn05vU8pWzN0g+elSwB6JoDXbvwEE5V1bjlqv/KY89+nb6ho5OOw1D3AhdN+niROydOJIhGDelpEsImMotQiCKT6k/mpB1vm5/6m1oJdJTnpL2ZSHfq3PGlD/Ox++7CE/CM+7hYOErtrLq8Jkvv5Al4uOFT7+VzP/4SF123Is9nUyiLS9WufCkPNLC4/Zopt+NxB7h65R+jqeObI3cuPZFnkZUECoNlwW9f6iMez+8DESHEucmQPCGKTO8LJ4kdGpn08YquUrmqFv+8UO6CKgKRwRF+/u3H2f3SznHtf+OfvpcrPrguv0GNYdeLO3j87/+NVCw3yfO71V8SJLl4W17aLiU1FbNYMOtKqkLNuJw+stkMVaEW3C5fzs7xu23/ymu7n8TIvj0X0eX0csVFH2HBrCvJmgZ7Dr/I7994hHQmcdbx7VVfoL+7IWfxiKmZN9fH2iuq7Q5DiKIwkdxAEiYhiszApm5G9gxN+Dh3gxdPgxff3CCaW4Z9jGXnC2/w5Lf+nfhIfMx9qltq+NMH/hJXmWsaIzvTT7/xE7Y/93pe2tbdKtV/1CuL006CqmisW/lxlsxdj645p+WcfUNH+ffn/oZYYoiG6g5uv+a/43aeuVRAMhVl866f8dqen2OaZ/ZiNIRuxBi5jnS6JG4XCtac2V7WXlGNpkm3nxC5MJHcQIbkCVFkPC3+Ce2v+x3Uv6eV+htaCC6plGTpAhZftYw///4XqJtz7qfuulPnQ1/7Q1uTJYBVt16Wt7aNpInyevuUhnuVqvJAAxd13DRtyRJAdXkrN6z5NGWuAB+6/m/OSpYA3C4fay/+Qz723v9Fc+3iM7bF08ckWbKR261y4/V1rLuqRpIlIWwiPUxCFBErazK4uXfcPUzueg81VzfJOkuTkIjE3yozrqAooxXrPEEvs5bNIVB17oVop9vhNw7iLHPRue8EB17bR7A6SKiugvK6csrrKti/eS9Pf/+X425PdSi0XFWOe16C/tR+smYmj9EXr8Xt17JuxR/hOkfikk+R+MA5i0m8m2VZvLj1/+O13U8C0F75Nfp7CuOaLiW6rnDRshCKAkuXhOwOR4iiI0PyzkESJlEKRnYPMvBKzwX3030OQsur8M0Josis7pK053e7+P2/v8jhbQfHeYTFgv9SQa+6/awhW2LiFsy6kvdc8Zd2hzGmjJGif/gYfk8l+/bC69vCdodU9DRNIfuOda+uurKa9jm5m88mhDiTlBUXokT55gZJdMWIHztzTR7d78DT7MdZ6cYRcOCqKkNRJVEqZQe37p9AsgSgsOfBIfyN82i6yUmftUt6mKZgz+EXWTJ3Pc21i+wO5Zwcuov6qrkAdHQYbHsjTGk8Xp0elRVO2ttHk6FwOMORIzHed0sDWdNiZMQgmcxKsiREAZGESYgiojo0aq9tJtWXQHGOTlFUNBXdq0tPkjhDx+oFbHripQkfFzmZYM8PE1TM64DLx1cxUJxbZ++bBZswvZPXo1Nd7aK3N2V3KDOarivU1LgIBZ1cvDyE6x1DoS9bU3n6MzoUnL75bUKI8ZGESYgi5KouszsEUeDaV87jhk/dzH/+8FdY5sS7DioXuenPQ1ylYOHsq1i58Facjpnzd1pX65aEaYouW13J3LnnLsojD7SEKGySMAkhRAlSFIW1H76axo5mnv7+L1h81TJ2/XYHJ/Ycu+CxwVYPsdr9IPfPE1YeaOCGNZ9GVWdWoZU5s31s3yHzmCZrzmwvc2SInRAzlhR9EEIIAUB0MMIDf/6PhHuHaLqiAt/SBNagl9jxLJ5GDa08RcYRZSB2BCiJr46caq5dzMLZV7G4/Rq7Q5mUXz3VRVd3fhZDLlZOp8raK6poa53eiohCiAuTog9CCCEmzm2w5vMd7Dr2DNHkEWIJoAyYBzGA9FuvkqRQUzGLSKyfRGpkXEe0NSyno/Uy+sPHmd96OXVV7XmOMb9aWz2SMI2TqkJ7u48Vy8vxeORWS4iZTv6KhRCihEXiA+w/+jJ7j75MZ99epOcI3C4/FYEGfJ5KqkOtVFe0UV85F09ZkE3bH+N3b/zrmMc2VM+npqKNhur5zG+7oqjmplRX27sY80zg9+nMmeOjY54fn09usYQoFvLXLIQQJezNwy/x4tb/z+4wCsq8ljVct/pPzrltydz1RBNDGNk0GSNJOpMgnYlTHmikvfkS5jStRFHUaY54epSHpHrbuykKVFW5aGn20NbqIST/RkIUJUmYhBCihC2cfSUvbXtYFqMFNNXB6iUfYG7r6jH38ZaFWL/qk9MYVeFwOFSamso4cSJhdygFQVFg/bW1tDR77A5FCJFnkjAJIUQJ85aVc9et/5vnXv0hh05usTucaacoKotmr2P+rCvQNReNNfPtDqmgLegIcOJEAkUBt1sjkcjaHZItAgGdtZdXU1fntjsUIcQ0kIRJCCFKXMBXw1Ur/ojeoSNE4wN2hzOtXA4Pi+aso2kGLCBbCBoa3Lznpjqqq1zEYlkee/yE3SHZornZI8mSECWkOAdaCyGEmJCKYCO3X3130c6/GUsyHeWJ39zHYPik3aHMCLquUl9Xhq6rHDgYtTsc2yRLtGdNiFJVWt+MQgghxhTy1+F2lt7imulMgp+/+E2y2Yzdocwoh4/E7A7BNo2NZXaHIISYRpIwCSGEAGDXwd+Me42hYtM/fIyRWJ/dYcwYkWiGkZHSTDB9Pp3mJin0IEQpkTlMQgghAJjdtBLTzNI9cIC+oaMMhI/bHdK0UBWNea2XEfBW2x3KjLFr9whWiS7ZtfLictxuze4whBDTSBImIYQQAAR9NaxYeAvpTIJ//uUX7Q4n76rLW1k4ex0LZl2JtyxkdzgzSkuTh127SrM38mRXgjlzSm/oqhClTBImIYQQZ3hx6z8zHOm2O4y8cehu1q38LyxpvxZFUewOZ0aqq3OjaQrZbOl1Mw0MpDFNC1WVa0eIUiFzmIQQQpy2/9gr7Dq4EVUp3iFH11xyF0vnrpdkaQpUVaGlJTfzeDwejbWXV3HZmkqCAUdO2syncDiDYZReoihEKZOESQghxGntzZdy29VfxusptzsUUeAuWVnOVHJOTVNoafZw262NzJvnZ8H8AHe8v5Er11bhdBbm7Ul5yMGll1TYHYYQYppN6BPp61//OoqinPGaP//tVdG///3vs27dOgKBAIqiMDw8fME2H3jgAZYuXUogECAQCLBmzRqeeuqpM/ZJJpN8+tOfprKyEp/Pxx133EFPT89EQhdCCHEBqXScf/nVf+OxZ+8lEuu3O5y8KPfX01S70O4wioLf56CmxjWpY+fM9vKhP2jmuvW1lL2jgIKiKMxt93PbrQ3U1k6u7XyKxgyqq10Fm9AJIfJjwn/xixYtoqur6/TrpZdeOr0tHo9z44038pWvfGXc7TU1NXH//fezZcsWXnvtNa655hpuvfVWdu3adXqfz3/+8/z85z/n0Ucf5YUXXqCzs5P3v//9Ew1dCCHEebicHlYv+YDdYeTNqsXv5+Pv+0dC/jq7QykajQ0TW49IUUZ7pq66spqysrGHffp9Dm66oZ5Vl1bg9xfOdOtMxuLXT3czNJS2OxQhxDSa8KeQruvU1Z37y+Zzn/scABs3bhx3e7fccssZP3/jG9/ggQceYNOmTSxatIhwOMyPfvQjHn74Ya655hoAHnzwQRYsWMCmTZtYvXr1RH8FIYQQY5jbsor5bVfw5pGXUBUN08raHVLOaJoTVS3euVl2KC93jntfTVO48fo66urc495/8aIgCxcEeH3bMNveGJ5klLmVTpv8ZmMvt93aKIUfhCgRE06Y9u/fT0NDA263mzVr1nDffffR0tKSk2Cy2SyPPvoosViMNWvWALBlyxYymQzr168/vd/8+fNpaWnh5ZdfHjNhSqVSpFKp0z+PjJRm+VMhhJioay79BGuX34nXU8GBY6+w5c1fEon24fdV09N/ANPK4vdU0d5yKa+/+avTxymKSl3VXLr69toY/airV/4xbY3L2bj5/+HzVNLWcBFtDRfZHVbRaagvG3e1vLntvnEnS++kqgoXLQuxb1+EeKIwEvih4Qx9fSlqayf++wghZp4JJUyrVq3ioYceoqOjg66uLu69917Wrl3Lzp078fv9kw5ix44drFmzhmQyic/n44knnmDhwtEx5t3d3TidTkKh0BnH1NbW0t09dtnb++67j3vvvXfSMQkhRKkqc/kpc41+pne0XU5H2+VkjBQO3UU8Gebwya20N6/C5fRQXzWPY13bCfnrWNx+Dd6ycv5j499x4Pgrtv4Ouw+/QJk7wNWX/DHlgQZbYylmTqdKxzw/u/ec/6GkrissWhSY9Hk0TaG62sXRY/FJt5Frr24eZN1V1fj9hV/ZTwgxNRNKmG666abT/7106VJWrVpFa2srP/3pT7nrrrsmHURHRwfbtm0jHA7z2GOP8Ud/9Ee88MILp5Omybj77rv5whe+cPrnkZERmpubJ92eEEKUMoc+OgHf4w6yaM7Vp99fMGstC2atPWPfea1ryJoZ+oaOEo0PTGucpySSEZKpCD5PpS3nLyXz5vrOmzCpKlxzdQ2h4PiH753LJSsr6B9IEYsVRi9Tb1+KJ/7jJNdcXUNTY25KrAshCtOUZlKGQiHmzZvHgQMHphSE0+mkvb0dgBUrVrB582b+8R//ke9973vU1dWRTqcZHh4+o5epp6dnzLlUAC6XC5er8CrsCCFEsTuVRI3E+nj0ma9P6yK4tZVzWLngfcxrXSPzlaZJZaULv08nEjXO2qYocPW6Gpqbpp5QWFgFkyydkslYPPNsDwsXBFi2NITbLdecEMVoSnUxo9EoBw8epL6+PlfxAGCa5un5RytWrMDhcPDcc8+d3r53716OHTt2ep6TEEKIwhPwVrPhxv9JY82CvJ6nvrqD1Us+wB3XfpU7b/r/MX/WFZIsTbMFC8493K6y0klbqzcn59i3L5qTdnItEHBQWemSAhBCFLEJ9TB98Ytf5JZbbqG1tZXOzk7uueceNE1jw4YNwOh8o+7u7tM9Tjt27MDv99PS0kJFxehCb9deey233347n/nMZ4DRoXM33XQTLS0tRCIRHn74YTZu3MjTTz8NQDAY5K677uILX/gCFRUVBAIBPvvZz7JmzRqpkCeEEAXO4w5y/eo/48En/yKn7SqKyrzWNaxYcAv1VXNz2raYuNmzvLy6efCs93M5VK1/IHXhnabZ3HYfl62pRNdlXSYhitmEEqYTJ06wYcMGBgYGqK6u5oorrmDTpk1UV1cD8N3vfveMQgtXXnklMFoG/OMf/zgABw8epL//7QURe3t7+djHPkZXVxfBYJClS5fy9NNPc911153e51vf+haqqnLHHXeQSqW44YYb+L//9/9O+pcWQggxfUL+OqrL2+gbOjLltlwOD0vmrmf5/PcQ8FZPPTiRE16vTn29m66u5Bnvz53ry0n7pmnR3z+aMF16SQUup8pIJIOmKXi9Ojt3hhkazuTkXOPV2uJh7RVVKIr0LAlR7BTLsi5cC7QIjIyMEAwGCYfDBAKTr9QjhBBi4noGD/Hkxr9jJNY37mOCvlqqy9tIZxIY2TTtzZewdO71uJwywb4QvbF9mNe2DJ3+ub7OzXtuys2Q/WQyy+EjMerq3JSHzi4eYVkWR4/F2bkrTCZtEU8YJJNmTs59iqpCMOBgzhwf9fVuaqqlpLgQM9lEcgNJmIQQQkyLZDrG07//Pxw4/uq49r9+9Z+xZO76C+8oCkI2axGNGpimRTpj4vPpeD1Tqi01aUPDaX7+i04ymQvf4njKNPx+/XQy5nZr6LqCqiooCqQzJgqji/RKUQchiockTOcgCZMQQtjPskxe2PJjtuz5xXn3W7fi46xYeMs0RSWK0e7dI7z8ymhZe7dbJRR0YlkWPp9OfX0ZZWUa1VUuysokCRKiFE0kN7Dn0Y8QQoiSpCgqV634OPuPvcpIrPec+zTWLJBkSUzZwoUBGhrd+Ly6FGUQQkyJfIIIIYSYVoqicMOaP8ehn3sOyEUdN53zfSEmKhR0SrIkhJgy6WESQggx7Vrql/CRm+5jaKQTl8OL01mGQ3fj0F34yirsDk8IIYQ4TRImIYQQtqgKtVAVarE7DCGEEOK8pJ9aCCGEEEIIIcYgCZMQQgghhBBCjEESJiGEEEIIIYQYgyRMQgghhBBCCDEGSZiEEEIIIYQQYgySMAkhhBBCCCHEGCRhEkIIIYQQQogxSMIkhBBCCCGEEGOQhEkIIYQQQgghxiAJkxBCCCGEEEKMQRImIYQQQgghhBiDJExCCCGEEEIIMQZJmIQQQgghhBBiDJIwCSGEEEIIIcQYdLsDmC6WZQEwMjJicyRCCCGEEEIIO53KCU7lCOdTMglTJBIBoLm52eZIhBBCCCGEEIUgEokQDAbPu49ijSetKgKmadLZ2Ynf70dRFLvDEdNsZGSE5uZmjh8/TiAQsDscIU6Ta1MUIrkuRaGSa1PkimVZRCIRGhoaUNXzz1IqmR4mVVVpamqyOwxhs0AgIB+woiDJtSkKkVyXolDJtSly4UI9S6dI0QchhBBCCCGEGIMkTEIIIYQQQggxBkmYRElwuVzcc889uFwuu0MR4gxybYpCJNelKFRybQo7lEzRByGEEEIIIYSYKOlhEkIIIYQQQogxSMIkhBBCCCGEEGOQhEkIIYQQQgghxiAJkxBCCCGEEEKMQRImIYQQQgghhBiDJEyiKA0ODnLnnXcSCAQIhULcddddRKPRcR1rWRY33XQTiqLws5/9LL+BipIz0WtzcHCQz372s3R0dFBWVkZLSwt/8Rd/QTgcnsaoRTH6p3/6J9ra2nC73axatYpXX331vPs/+uijzJ8/H7fbzZIlS/jVr341TZGKUjORa/MHP/gBa9eupby8nPLyctavX3/Ba1mIiZKESRSlO++8k127dvHMM8/wi1/8ghdffJFPfepT4zr229/+Noqi5DlCUaomem12dnbS2dnJN7/5TXbu3MlDDz3Er3/9a+66665pjFoUm3/7t3/jC1/4Avfccw9bt25l2bJl3HDDDfT29p5z/9///vds2LCBu+66i9dff53bbruN2267jZ07d05z5KLYTfTa3LhxIxs2bOA3v/kNL7/8Ms3NzVx//fWcPHlymiMXRc0Sosjs3r3bAqzNmzeffu+pp56yFEWxTp48ed5jX3/9dauxsdHq6uqyAOuJJ57Ic7SilEzl2nynn/70p5bT6bQymUw+whQl4NJLL7U+/elPn/45m81aDQ0N1n333XfO/T/4wQ9aN9988xnvrVq1yvqTP/mTvMYpSs9Er813MwzD8vv91o9//ON8hShKkPQwiaLz8ssvEwqFWLly5en31q9fj6qqvPLKK2MeF4/H+chHPsI//dM/UVdXNx2hihIz2Wvz3cLhMIFAAF3X8xGmKHLpdJotW7awfv360++pqsr69et5+eWXz3nMyy+/fMb+ADfccMOY+wsxGZO5Nt8tHo+TyWSoqKjIV5iiBEnCJIpOd3c3NTU1Z7yn6zoVFRV0d3ePedznP/95LrvsMm699dZ8hyhK1GSvzXfq7+/nb/7mb8Y9xFSId+vv7yebzVJbW3vG+7W1tWNeh93d3RPaX4jJmMy1+W5f+tKXaGhoOCvBF2IqJGESM8aXv/xlFEU57+vNN9+cVNtPPvkkzz//PN/+9rdzG7QoCfm8Nt9pZGSEm2++mYULF/L1r3996oELIUQRuf/++3nkkUd44okncLvddocjioiM5xAzxl/91V/x8Y9//Lz7zJ49m7q6urMmhxqGweDg4JhD7Z5//nkOHjxIKBQ64/077riDtWvXsnHjxilELopdPq/NUyKRCDfeeCN+v58nnngCh8Mx1bBFiaqqqkLTNHp6es54v6enZ8zrsK6ubkL7CzEZk7k2T/nmN7/J/fffz7PPPsvSpUvzGaYoQZIwiRmjurqa6urqC+63Zs0ahoeH2bJlCytWrABGEyLTNFm1atU5j/nyl7/MJz7xiTPeW7JkCd/61re45ZZbph68KGr5vDZhtGfphhtuwOVy8eSTT8qTUzElTqeTFStW8Nxzz3HbbbcBYJomzz33HJ/5zGfOecyaNWt47rnn+NznPnf6vWeeeYY1a9ZMQ8SiVEzm2gT4u7/7O77xjW/w9NNPnzFHVIicsbvqhBD5cOONN1rLly+3XnnlFeull16y5s6da23YsOH09hMnTlgdHR3WK6+8MmYbSJU8kQcTvTbD4bC1atUqa8mSJdaBAwesrq6u0y/DMOz6NcQM98gjj1gul8t66KGHrN27d1uf+tSnrFAoZHV3d1uWZVkf/ehHrS9/+cun9//d735n6bpuffOb37T27Nlj3XPPPZbD4bB27Nhh168gitREr83777/fcjqd1mOPPXbG52MkErHrVxBFSHqYRFH6yU9+wmc+8xmuvfZaVFXljjvu4Dvf+c7p7ZlMhr179xKPx22MUpSiiV6bW7duPV1Br729/Yy2Dh8+TFtb27TFLorHhz70Ifr6+vgf/+N/0N3dzUUXXcSvf/3r05Ptjx07hqq+Pc35sssu4+GHH+arX/0qX/nKV5g7dy4/+9nPWLx4sV2/gihSE702H3jgAdLpNB/4wAfOaOeee+6RuZ4iZxTLsiy7gxBCCCGEEEKIQiRV8oQQQgghhBBiDJIwCSGEEEIIIcQYJGESQgghhBBCiDFIwiSEEEIIIYQQY5CESQghhBBCCCHGIAmTEEIIIYQQQoxBEiYhhBBCCCGEGIMkTEIIIYQQQggxBkmYhBBCCCGEEGIMkjAJIYQQQgghxBgkYRJCCCGEEEKIMfz/ARbyX3kiEfnHAAAAAElFTkSuQmCC\n" | |
| }, | |
| "metadata": {} | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "boroughs['name'].unique()" | |
| ], | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "pXeFqj60euGs", | |
| "outputId": "43b92438-7eff-417c-ce69-77001d5f710d" | |
| }, | |
| "execution_count": 21, | |
| "outputs": [ | |
| { | |
| "output_type": "execute_result", | |
| "data": { | |
| "text/plain": [ | |
| "array(['London Borough of Sutton', 'City of Westminster',\n", | |
| " 'Royal Borough of Kensington and Chelsea', 'City of London',\n", | |
| " 'London Borough of Tower Hamlets', 'London Borough of Hackney',\n", | |
| " 'London Borough of Haringey', 'London Borough of Islington',\n", | |
| " 'London Borough of Camden', 'London Borough of Barnet',\n", | |
| " 'London Borough of Enfield', 'London Borough of Hounslow',\n", | |
| " 'Royal Borough of Greenwich', 'London Borough of Bexley',\n", | |
| " 'London Borough of Merton', 'London Borough of Wandsworth',\n", | |
| " 'London Borough of Croydon',\n", | |
| " 'Royal Borough of Kingston upon Thames',\n", | |
| " 'London Borough of Waltham Forest', 'London Borough of Redbridge',\n", | |
| " 'London Borough of Brent',\n", | |
| " 'London Borough of Richmond upon Thames',\n", | |
| " 'London Borough of Bromley', 'London Borough of Harrow',\n", | |
| " 'London Borough of Ealing', 'London Borough of Hillingdon',\n", | |
| " 'London Borough of Hammersmith and Fulham',\n", | |
| " 'London Borough of Lambeth', 'London Borough of Lewisham',\n", | |
| " 'London Borough of Havering',\n", | |
| " 'London Borough of Barking and Dagenham',\n", | |
| " 'London Borough of Newham', 'London Borough of Southwark'],\n", | |
| " dtype=object)" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "execution_count": 21 | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [], | |
| "metadata": { | |
| "id": "dDJDTbGEd4Az" | |
| }, | |
| "execution_count": null, | |
| "outputs": [] | |
| } | |
| ] | |
| } |
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