{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Theory 3: Advanced Plotting with Matplotlib\n", "\n", "This notebook provides an introduction to advanced plotting capabilities in Python, primarily using the **Matplotlib** library. We will cover everything from basic plot customisation to 3D surfaces.\n", "\n", "First, let's import the necessary libraries." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from mpl_toolkits.mplot3d import Axes3D # For 3D plots\n", "import time\n", "from IPython.display import display, clear_output" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Simple Plots and Customisation\n", "\n", "Matplotlib offers a wide range of capabilities for plotting. For a simple plot, we first create some data and then use `plt.plot()`." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x = np.linspace(-1, 1, 1000)\n", "plt.plot(x, np.sin(4 * np.pi * x));\n", "plt.figure()\n", "plt.plot(x, np.cos(4 * np.pi * x));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To change the look of the line, you can add a format string (e.g., `'r--'` for a dashed red line) or use keyword arguments." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Dashed red line\n", "plt.plot(x, np.sin(4 * np.pi * x), 'r--');" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Black dash-dot line, extra thick\n", "plt.plot(x, np.sin(4 * np.pi * x), color='black', linestyle='-.', linewidth=3);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To impose another plot on the same axes, simply call `plt.plot()` again in the same cell." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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obFuc2rVrY9SoUVi+fDnWrVsHAFi4cKFJo9zWrVsDKPszpaSkoE+fPrh27RoGDRpUZmyaI+Tk5GDkyJHIy8vD9OnT8dRTTyElJQXjx4+3uJ9Qb6tBgwZGZZPDKQuuLHE4TsTPzw8tWrQAALvjl6yla9euAChWpDivv/46GGW/lnhduHABAMWyCOtGjx5t1TnNuagEMjIy8Oyzz6KoqAj/+9//0KtXL3z77bcAqGilpeDa/fv3AwC6detmlRyAGIciWFKkbN68WVZlqUKFCujUqRMAClwuzo0bN7BmzRqbjyu4SOfMmYO8vLwyt+/Xrx8A4LfffkNKSkqJ9+fOnYvc3FxERESYLSZZHCFWKjs726RnoKXflsDt27fRt29fnDt3Dg899BB+++03eHp6lnnO0rD02wKAd955B8ePH0dUVBSmTJmCH374AWFhYVi9erXFNkL2/LY4HK4scTgy8NJLL2HFihW4f/++yfqdO3di27ZtAGyzkthDdHQ0AHK1uQohzkdQuKRMnDgRFy9eRHR0NF5++WUAwDPPPINhw4YhNTUV48aNM3vMrKwsHD58GJUqVUKHDh2slkV4oH/66acm8hw4cADPP/88fHx8rD6WNbz55psAgK+++gq///67cX1aWhpGjBhhYpmxlnHjxiEiIgLHjx/H4MGDce3aNZP3d+/ebXQ3AkCvXr3Qvn175Obm4umnnzZxx23evBkffvghAGDKlClGd+SJEyfw4osv4sCBAyaKSG5uLj7++GMAQEREBKpUqWJ8r3PnzvD390d8fLzZIPB79+7h4YcfxrFjx9CxY0esW7fO4e9b+G3dvHmzRFPlf//9F7Nnz4afnx8WL14Md3d3VKlSBQsXLgQAvPrqq6VWf9+zZw8A8X7hcKxCgXIFHI7uaNWqlbGYZJMmTViHDh1YRESEsT7RyJEjTba3poJ3aaCUmkf37t1jAQEBLCgoqNSCfOZwpM7SvHnzjO9FRkYaK2SvWbOGAWCVK1c2KfLIGGO3b982VqheuHBhiWMuXbqUAWAvv/yy1Z+BMSroKFSu9vLyYi1atGCNGjViAFjTpk3ZG2+8YbYmlFBnqbRaUULNJ3P1koTK1ABYnTp1WNu2bZmPj4/DFbyFIo5ubm6sWbNmrHXr1sZK1+YqeNesWdNYb6lNmzasfv36RrliYmJMKngnJCQY36tUqRJr06YNi4yMNB7fy8vLpBiqgFBTa9WqVSXeE4qIAmDNmzcvUeldeE2YMKHEvqXVWcrKyjLWqgoPD2dvvvkmY4yxu3fvGgt3fv/99yWON378eAaA9ezZs0Tl8uzsbFaxYkUWFBRkVR0rDkeAW5Y4HBn48ssv8dprr6Fly5ZIS0tDYmIiAHKTrFu3zqJbQC78/PwwYsQI3L59Gxs3bnT6+QBqqvrEE0/Az88PCQkJuHv3Lm7cuGG0Gn333XeoXr26yT6VK1fGTz/9BIPBgNdee61EzM/y5csBkKvOFgICArB7926MGjUKAQEBOHXqFPLy8vDGG28gNjbWJMBZLn744QfMnTsXLVu2xPXr13H58mU8+uijOHDgABo0aGDXMVu1aoVjx45h6tSpaNKkCS5cuIBz586hevXqeOmll0oEyNevXx8JCQl48803UatWLRw/fhypqano3r07lixZgp9//tkkQ6xBgwb48ccfMWTIEFStWhWnT5/GmTNnUKNGDYwfPx4nTpzAgAEDSsglXFOpZUtAmj137NgxY7mG4q+jR49a/T34+/tj9uzZqFatGq5cuYIzZ84AACZMmIDLly+jf//+ZuOTvvjiCzRo0ADbt2/HrFmzTN77888/kZmZiZiYGJvKIHA4BsZkqqDH4XAU58KFC2jcuDG6deuGrVu3Ki2OzZw9exaNGzdGv3798NdffyktDqcY0dHR+Pfff3HmzBljs2ct0aNHD+zfvx+nT5821p/icKyBW5Y4HB1Rp04dvPzyy9i2bZuxwrSW+Pjjj8EYM1Z95qiLmTNnGqtka42dO3di586dePXVV7mixLEZD6UF4HA48vLuu+8iMDDQqpo4aqKwsBD169fH/PnzjRmEHHURGRmJH3/8EampqSgqKnJaWQBncPfuXbz//vt47bXXlBaFo0G4G47D4XA4HA7HAtqZFnA4HA6Hw+EoAFeWOBwOh8PhcCzAlSUOh8PhcDgcC/AAbxkoKirC9evXUbFiRas6XnM4HA6Hw1EexhgyMzNRvXp1iwkLXFmSgevXr/NUVA6Hw+FwNMqVK1dQs2bNUt/nypIMCJWBr1y5goCAAIWl4XA4HA6HYw0ZGRkIDw8vs8I/V5ZkQHC9BQQEcGWJw+FwOByNUVYIDQ/w5nA4HA6Hw7EAV5Y4HA6Hw+FwLMCVJQ6Hw+FwOBwLcGWJw+FwOBwOxwJcWeJwOBwOh8OxAFeWOBwOh8PhcCzAlSUOh8PhcDgcC3BlicPhcDgcDscCXFnicDgcDofDsQBXljgcDofD4XAsoCllaefOnXjkkUdQvXp1GAwG/P7772Xus2PHDrRt2xY+Pj6oW7cufvjhhxLbrF69Gk2bNoW3tzeaNm2KtWvXOkF6DofD4XA4WkRTytK9e/fQqlUrfPPNN1Ztf+HCBQwcOBDdunVDQkIC3nnnHUycOBGrV682bhMbG4thw4YhJiYGhw8fRkxMDIYOHYp9+/Y562NwOBwOh8PREAbGGFNaCHswGAxYu3YtHn/88VK3efvtt7Fu3TokJSUZ140fPx6HDx9GbGwsAGDYsGHIyMjAhg0bjNv0798flStXxvLly62SJSMjA4GBgUhPT5e1ke5nnwFFRUBoKNCsGdC2LeDuLtvhS8IYcPs2ULky4KYpPZrDkZ1Ll4B9+4Br1wBPTyA8HOjcGaha1cknvn+fbvwKFZx8Io7TyMgAvL3pxbGb7GwgNhY4fZoeTRERwIgR8p7D2ue3rp+IsbGxiI6ONlnXr18/xMfHIz8/3+I2e/fuLfW4ubm5yMjIMHk5g88/B6ZOBZ5/HujYkZSmqVOBGzeccLKNG4FGjYDgYFKWHiiTHI1QVATk5Zmuu3NHGVk0TEEBsGQJEBkJ1K4NDBsGvPEG8OqrwOOPAyEhQL9+wObNTjg5Y8D48UBAAFCxIp3o/HknnIjjNA4fBqKigMBAGkcnTKAnPscmTp8GRo+mx1Hv3sBLLwHTpgGLFiknk66VpZSUFISGhpqsCw0NRUFBAdLS0ixuk5KSUupxZ8yYgcDAQOMrPDxcdtkLC4EHIhq5dQv49FPSaebOpbFVFlatAgYOBM6cof/DwoA2bWQ6OMfpMAa88goweDCQm0vrDhwA6tQBJC5njmUOH6ZJyahRQGJi6dtt3kx6zKOPAhaGCdsxGEgjE27szZuBrl25wqQVEhKAbt3IHAmQkvTtt8DDD9OAzimT3FzgnXeApk2Bn38mI6uUnBxl5AJ0riwB5K6TIngdpevNbVN8nZSpU6ciPT3d+Lpy5YqMEovs2kXPuq+/Bp58klwBAJCeThPQkSNL/phs5uxZUuEZA559ljSyf/7h5mMt8csvwA8/ABs2ALt3i+vS04HnnuMPWytYsoQUpUOHxHXt2gEffAAsXUoD95tvkv4psH490Lq1+JXLQv/+wPXrwKlTQIsWQHIy8MwzZPLiqJd792iQzswkhenyZeCvv4AqVcg86dT4CX2QkgJ07w7MmCHqlpUqkWdl7lzg99+B//1PQQGZRgHA1q5da3Gbbt26sYkTJ5qsW7NmDfPw8GB5eXmMMcbCw8PZrFmzTLaZNWsWq1WrltWypKenMwAsPT3d6n3s4fp1xkaPZow0G3r16MFYRoYDBx00iA7Usydj+fmm7xUVMbZsGWNO/lwcB7h7l7EqVegafvihuD4/n7GuXWn9448rJ58G+Pxz03uqeXPGtm83v21hIWNLlzIWFiZu7+PD2Pr1Dghw4gRjKSkl11++zFhgIJ3km28cOAHH6Zw6xVjDhoyFh9M9KcDHTqu4cIGxiAjxnvL0ZOz//s81X5+1z29dK0uTJ09mTZo0MVk3fvx4FhUVZfx/6NChbMCAASbb9O/fnw0fPtxqWVylLAmsXs1YhQriD6tbN8ays+040N69dAAPD8ZOniz5/ssv0/v//a/DMnOcxP/9H12jxo1LKrvHjzPm5kbv792rjHwq5+uvTRWlceMYy80te7/UVMb69DEd3Ldts0OAoiLGOnZkzN+fsb/+Kvn+t9/SCerUYaygwI4TcFxGdjYpvhybuHaNsbp1xXspPJyxgwddd35dKkuZmZksISGBJSQkMABs1qxZLCEhgV26dIkxxtiUKVNYTEyMcfvz588zPz8/NmnSJHbixAm2YMEC5unpyVatWmXcZs+ePczd3Z19+umnLCkpiX366afMw8ODxcXFWS2Xq5Ulxhg7cICxypXFH9jTT9O4axP5+YytXMnY//5n/v1ly+jgQUGM3b/vsMwcmbl/X/wR/Pab+W2ee47ef/JJ18qmAVatMlWUpk+37R7KzWVs+HBx/4AAxo4etVEIYcLi48NYcrL5k0yZwtjVqzYemKMqfv2VsXbtGDt9WmlJVEVmJmPNmon3UOPG5EFxJbpUlv79918GoMTr2WefZYwx9uyzz7IePXqY7LN9+3YWGRnJvLy8WO3atdn3339f4ri//fYba9SoEfP09GSNGzdmq1evtkkuJZQlxhiLj2fMz890sJeVggLGatemgy9aJPPBOQ6zeDFdm1q1Src6HDtG27i5MXbxomvlUzFHj5IxR7h33n3XvuPk54uebIBcCbdv23CAkSNpx9Gj7ROAoyz5+YytWFG2af/hh+k6v/aaS8TSAkVFjA0dKt47deooMyfQpbKkVpRSlhhj7I8/GDMYxOfhrl0yn+CTT+jgnTrJfGCOw/TtS9fmo48sb9erF497kZCZyVj9+uIgPWKEHVZZCVlZjLVvLx7vySetPN7Nm4x5edFO+/bZLwBHOdato+vXqJHli/7XX7RdlSrW+XnLAV9+aWqVPXVKGTmsfX7rPhtO7zz6KDB9Oi0XFVHBrrt3y9iJMWDQIOCjj8re+LnnKKU5Npaq9HHUw6pVwPffU7qIJWbOBI4cofICHLz9NiWBAlRPad48+onbi78/Za1Wrkz/r15N2TtlsmIF1cZq0wZo397ytnv2AI88QsJz1MPChfR30CDLP6LoaKBaNco2/vNP18imYk6cMP0pL14MNGyonDzWwJUlHTB1KqVcApSx+sYbZewQH09prTNmlJ3SGhYmHnzVKodl5chIQADVkKhe3fJ27dpRGjoHW7cC331Hy35+wMqV9NdRwsOBn34S/3/rLaDMiiJr1tDfZ54pW1u7fZseskuW8Jo9aiE9ncZRgCaVlvDwoOsMiNe9nFJQQF+XUEP3P/8BHntMWZmsgStLOsDdnWrBCJXaf/qJajSVysqV9Pfxx6lScFkMGUJ/d+50REwOR1Gys4GxY8X/Z84E6teX7/iPPSYePyuLijeXWjg2PV28nwYPLvvg0dFUdCY5WebCThy72bgRyM8HGjemflRl8cQT9PfPP0tW2y9HzJ4N7N9Py40akYNDC3BlSSeEhwOffCL+/+KLFu5HYTZkoa+eCcOGAXv3AmvXOiIiRy6uXAG6dAG++ML6Mu4XLwLDh4tWwnLI//5HXwMA9OwJvPyy/Of47DMyxgLAunVUSM8sgYHk1l62zLTSZWl4e4sPW34fqoM//qC/1ppFoqKoX056OrBjh/PkUjHJycCHH9KywUATe19fZWWyFq4s6Yjx48XQh6QkqrRfggsX6E13d5qtWkNwMNCpE2+uqxb++ENUXq0NtgkIAH77jUyOTqo4r2YuXSKvM0AekW+/dc7PuVIl4KuvxP/ffNPCpKV6ddE1Yw0PP0x/N22yVzyOXOTnA3//TcuPPmrdPu7uwNChwIAB2tEQZOadd8jqCtCEvlMnZeWxBf700xHu7hTvK/Df/5qJ3xZu8C5daGTnaA/hYWntIA0AQUHUzwMg90E5Y8oUsa/Uq69S7ylnMWQI0KsXLZ8/L8ZIOUzv3nSTnzzJky2UJjaWLERVq4r3lTV8/TWNwV27Ok82lXLggNgIt1Il7bjfBLiypDPatqWecQDFhH76abENBGVp4EDbDnz7NkXltWjBA0yVpKBANOH36WPbvgMG0N8NG+SVSeUcOQL8+istV60KvP++c89nMJj2sProI+DOHckG+/bR/Td/vm0HrlRJnIpz65KydOtG/fuWL7et75sjaZca5913xeUPPySHhZbgypIO+e9/AS8vWv7qK+rLaaRqVXr162fbQQMCyO1z7Bhw8KBssnJs5MABatYZFERdXG2hf3/6u3VruWrMKlWOpk6lcCFn06YNEBNDy7dvA19+KXlz40ZSWLdssf3AjzwC9OhB9zBHOQwGynXv3du+/a9eBc6ckVcmFbN7N7B5My3XqQO89JKy8tgDV5Z0SEQEZeIA5Hr44gvJm4sWATduAK1a2XZQDw9xYBB+9RzXs20b/X3oIduDbtq0IU0hMxNITJRdNDUSHy8GWVevTnF9ruKjj+i2AWjSYnSJb91Kf221DALA5MnA9u1isDdHe8yaRRk5zjZxqgjpR/2//wM8PZWTxV64sqRTJk8GfHxo+YcfgLQ0yZsGg33mYEFZ4iUElENQluyZ0bq7i7ESFmtL6If33hOXp01zbVxtRATw7LO0nJEBzJkD4N49IC6OVtprleAoy/btwFNPkQvOHtq2pb///GN9NquG2b6dPipApTqEMBGtwZUlnRIaKtZ8uX+falsgJcWxm1N40MbGlis3jmpgjOJWAgLECGJb6d2bAlKrVJFVNDWSmCjGskdEAGPGuF6GqVPFkJbZs4HM7Qfp3gkPB+rWtf/AaWliHQSOa9mwgcq02+NGBaiEgK8vWfhPnpRXNhUiDeR+/33R2qo1uLKkY956SzR3zpnDcLdRR6BGDSofYA/NmtGDOisLOHpUPkE51mEwUNzYnTv29waYNIksG6NGySubCpG6n996i0oVuZp69agFEUCxS99/nU//dO5s/0HnzKGYpXfecVxAju0IRUF79LBvf29vscZLbKw8MqmUxERTq9LTTysqjkNwZUnHhIeLz8SMDAPmZgwnRSc83L4DuruL2Th79sgjJMd23NzKdVaNNVy5ImbABQUBo0crJ8s774iX6+sdrZAPDyrdYS9CtWheydv15OWJCS6OKLzCOKpzZUk6YZk0ybbEQbXBlSWdM3myuPwdXkZBuyjH7KDduwMtW1L3UI5rycyU71hZWeQG0Clffy16il9+Wdmfa6NGlMQGANdyg7HGc7hjD9qOHekevnKF11tyNYcPA7m5pIE70iunHChL166pZ8IiB1xZ0jkNG4ollS4jAusrxTh2wKlTacAoq3EkR36aNKE4l6Qkx44zaxZlxUmjn3VERgYwbx4te3mJmaFK8tpr4vJXbX8GIiPtP5i/v5jNKjTZ4rgGQbmJinLMuisoS8ePm6kcrA/mzBEnLC+9JE/DaiXhylI5YOJEcfnr0/0dOxh3/yjDlSs0Vbt8GahVy7Fj1a4NFBVRzSYdsnQpKUwA1ToKDVVWHoAqPTRvTsuxcW44cNDBoVeIedHpNVQtQiZjVJRjxwkJoWjn5cu1mUdfBtnZphOWV15RVh454MpSOaBvl/toBMq62H68qjyx2Xl58rqFOJYRLAhyuEA7dKC/R49SqqSOYIxKZQi8+qpyskgxGIDXXi0y/v/11w4ekCtLypCdTS5QOZqaffABNbfWYUjDypVi1fphw4Bq1ZSVRw64slQOcDuSiFcxx/j/N984eMAPPgAqViR3Dsc1JCTQX6FGiyPUqAGEhVHbGp0Vp4yNFRM1o6Jsr73qTEYs6IUq7vQEWbkSuHXLgYMJylJ8PG8/5ErWrqWecN27Ky2Jqpk7V1x2ZSFYZ8KVpfJAlSoYNSEQFbxyAZDl9949x46HvDwaqDmu4dAh+tumjePHMhhE65LOYl6kViVVtVTIz4fv4TiMLlwAgG6fpUsdOF7TphS5Pns2r3nmavz8xH5SjpCXB/z7r+mPVgccPSqGdjVvLo8RTg1wZak80KgRKs75BMNHUaGZzEzgt98cOF67dvQ3Pr5cVKBVBYJlyZHAYCk6dOPcukUWGwCoXBkYMkRZeUw4eRLIzcUYv1+Nq+bPd+D2cXcHvv2WKm0qUUCK4zjZ2VRc9qWXHDQzqgupVenFF/UT5sqVpXKEtILxggUOHKhVKxqsU1KKdenlOIXkZPqu3dwoZkkOBHeejtxwS5ZQVjdAacqubG1SJg8sg03a+RtLLB07pjvDnr55/nmaKP79tzzHCwykqqWAbu7D+/fpPgTo/tNqaxNzcGVJ79y/T73c7txBx45kvQeont2pU3Ye089PPBB3xTmfggJy/A8dKl/+bWQkNS7TS0ABgMWLxWWh1Y9qkLhRX3hBXD1/vgPHzMkB9u0D1q1zSDSOlcTGUkFKOU0lgqVY+H1onDVrxEzU4cOpO5Ne4MqS3klMpLL8LVrAYDC1Li1c6MBxW7emv7ztifMJDwe+/97+xp3mCAsDFi1ST7qYgxw9Knoq27enklSqQngYtm2LIUMoPwKgS5qVZecxT56kKPbRo7k73NncuyfOLuVyhQNiDKLw49U4glUJIEOcnuDKkt45coT+PnDfxMSIZT1+/tmB2NAWLUyPz+EoiHSQVl3bu6Ii8WHYpg38/cUeWffuAb//budxmzShNPY7d6gGF8d5HD1KCmloKE005EJHlqXkZGDrVlquU8exjj5qhCtLeqeYslS1KjBoEK26cQPYvt3O43buTG6hPn0cFpFTBgkJ5HKRm/x8egho3JVaWAgsW0bLHh5k/lcVWVnAk09SnFijRgBo0iIgyG4z3t5A48a0fPiwYzJyLCN3goWAcLzTpx0wMaqDX36heQFAsUp6CewW4MqS3hHcZIIlCGIXdIB+4HbRpQuwYgUwbpz9snHK5s4dMtVXrCh/EdBly0iJfusteY/rYv75R8wzGDgQCA5WVp4SBASQGTc+3thJtHNnICKC3t6yBUhNtfPYQsA/t/A6FyEAW25lKTQUqF6drFYaV3il1t0YB7tqqRGuLOkZxkpYlgB6oAQE0PLq1c4xWnBk4vhx+lutmhjoIhdCxcbDhzUd8yIN7FadC64U3NyAZ56h5cJCseSBzXBlyTUIypIQqyknCxZQ8LgcNdQU4uhRUdfr2BFo0EBZeZwBV5b0zOXLlJrg6Wk0/wOU0jl4MC1nZDiQCVtUBJw/T+fhOAdBWWrWTP5jN20qxrxcvSr/8V1AVhZl4ACUeSO4mFVFcrLZ4EBBWQIccMVJFV6O86hfnzQAZ5SE79+fAvVVVevCNvRuVQK4sqRvhNlm48YlKs5KB2q7XXGTJ1OdkNmz7TwAp0wEZUnowion0pgXjVom1q8X29sNG6bS+owPPQRUqADs2WOyunlz0TAUFwecO2fHsYUDnDrFTcTOZNkyiiuSTDo5RFGR+Azx8KD7UI9wZUnPtGoFfPcd8PrrJd566CFqfA0Af/5J7Y5sRsjP5uUDnMexY/TXGZYlQPOWCWklelUO0jk5wNmzVC2zTp0Sb0vjB+2qDFGtGjBnDgU+PYiH4miMrCxqeTJlitKS2EVsrJiM2b+/CmMGZYIrS3qmVi0qpW+m4IV0BpCbS/0hbYbHSzgfZ7rhpMc9ccI5x3ciWVnAhg20HBKi0t6mp05RUFKlSmZbr0sz9+yy8BoMwIQJ1DZDqAnCkZfsbOfH9L30EjBzJpCW5tzzOAHphEVVLYZkRnPK0nfffYc6derAx8cHbdu2xa5du0rddvTo0TAYDCVezSQPnkWLFpndJqccmLSlrrgVK+w4QLNmNFinplIdAo683LwppkkJFdPlRrAOJiU55/hO5M8/Rc/T4MEqNaxI3ahmcqlr1QK6dqXlpCRNXgb989JL1GzQoSq+FqhQAahdm5aF34tGKCqiJCGAdPVHH1VWHmeiKWVpxYoVeP311zFt2jQkJCSgW7duGDBgAC6XEmD81VdfITk52fi6cuUKgoKCMKSY+hsQEGCyXXJyMnx8fFzxkZxHQQFVaN63Tyx+UYyOHak4NABs2wbcvWvjOfz8RNfCyZP2SsopDXd34LPPgDfeAPz9nXOO9u2BTz4BPvrIOcd3IpqY0QpuVAsxZ08+KS4LDx6buHEDWLrUNMqWIx8nTlCcQmCg884hTOA1pizt3y/mhvTtq6/2JiVgGqJDhw5s/PjxJusaN27MpkyZYtX+a9euZQaDgV28eNG47qeffmKBgYEOyZWens4AsPT0dIeOIyunTzMGMObnx1hhYambvfYabQYwtnSpHecZOJB2/v57u0XlcGwlM5MxHx/66YWEMJafr7REpfDooyTknDmlbnLpkngPRkbacY6tW2nn+vXtl5NjnsJCxvz96ftNSnLeed5+m87x8svOO4cTeOMN8bf7009KS2Mf1j6/NWNZysvLw8GDBxEdHW2yPjo6Gnv37rXqGAsWLECfPn0QIVSDe0BWVhYiIiJQs2ZNDBo0CAll9OnJzc1FRkaGyUt1CPb8Ro2oqEspCCUEADEF2yYENw63LHFcyF9/mbrgPDyUladUrLAs1apFzewBKhR9/ryN5xDuwfPneUac3Fy+TD1pPD0p89dZaNCyxBiwahUte3jo2wUHaMgNl5aWhsLCQoSGhpqsDw0NRUpKSpn7JycnY8OGDXhB2vIbQOPGjbFo0SKsW7cOy5cvh4+PD7p06YIzZ86UeqwZM2YgMDDQ+AoXfFlqQlBehNTwUujShVqgABQsK6RhW03//sA77wCPPGK7jBzL/PMPDZ75+c49z9Wr1KBs3z7nnkdGNOGCY4z6PgwdWmbpB6krzuZJS7VqVGW2qIgy7zjyISQ+NGrk3AB6DSpLBw6IJfZ69waCgpSVx9loRlkSMBQLkmSMlVhnjkWLFqFSpUp4/PHHTdZHRUVh5MiRaNWqFbp164aVK1eiYcOGmDNnTqnHmjp1KtLT042vK1eu2PVZnIpgWSqj/bq7OyB8JdnZwKZNNp6nTx/g44/pbuHIy/Dh9JB1dmmGefOAJ54AfvzRueeRiexsMQuualWVZsEBFND94YeUPVFGPrVDFl6DQdOB+qrG2dmoAk2a0HVMS3Og941rEaxKgIonLDKiGWUpODgY7u7uJaxIqampJaxNxWGMYeHChYiJiYFXseKMxXFzc0P79u0tWpa8vb0REBBg8lIdwqBZhmUJkMEVx5GfO3coGw4AGjZ07rk09qDdtk20gD76qIpdcDbQsKFofJLWrbEajV1DzSBYlpyVjSrg60sX/sYN0dSvcv74g/66uQGPPaasLK5AM8qSl5cX2rZtiy1btpis37JlCzp37mxx3x07duDs2bMYM2ZMmedhjCExMRHVzNRE0QyMiW64MixLAJVoEfS99euBvDwbz3f9OhXF4+UD5ENQ1qtXp9RiZyI8CJKSNNEjbt06cVnVcRIXLgCXLpWajVocqSvO5rpnXFlyDm3aUDPN9u2df66OHalgmBWeEqU5dYoKmgNU+kKvhSilaEZZAoA33ngD8+fPx8KFC5GUlIRJkybh8uXLGD9+PAByj40y00lzwYIF6NixI5qbiRv48MMPsWnTJpw/fx6JiYkYM2YMEhMTjcfUJCkplOrq5mZVR0MvLzHkKD0d+PdfG883fDgQHU1Tfo48nDpFf13RXqFhQxqg79xRvQugqIgUeoAm4336KCuPRd5/n+rnzJxp1eZSC69UIbQKriw5h1dfpWyCAQOUlkRVCPcgoPIJi4xoyoA9bNgw3Lp1C9OnT0dycjKaN2+Ov//+25jdlpycXKLmUnp6OlavXo2vvvrK7DHv3r2LcePGISUlBYGBgYiMjMTOnTvRoUMHp38ep1GpEgUfXb1qdbOsJ54Qm3muXw/062fD+Ro3Bnbt4hlxciJM25ztggNI66hTh7KpkpKAMtzaShIfT3MBgOq6+PkpK49FBIXXyhbsLVoAERFkjNq+HcjMBCpWtPJcnTvTQ93Z7iKO8zh+HPjpJyqAOW2a0tJYRDPWXTlxRR0DvaPKOks2kp7OmKcn1cuoXZuxoiIbdp41i3Z86imnyVfuGDqUvtMvvnDN+YR6WXPnuuZ8dvLOO2Jdl/nzlZbGAkVFjFWqRIIeOWL1bq+8In6+VaucKB+nbDIzGbt1y3Xn27SJLnzjxq47px3cvMmYm5smRLUK3dVZ4jiXgACgRw9avnjRxlZhQhA5tyzJhystSwBQvz79tZDYoAaEGa3BAAwapKwsFrl5k0riGwzid2sF0gocf/4pv1gcG/j9d6BKFdeZTgSX+7lz1IFBpfz9txiGV54qxmjKDcexkqVLaZDu25cCBq1k0CBg61Za/vNPG7JlBWXpzBm6iywUweRYyYcfUkHDNm1cc76YGIrUdNX57OD8ebHGY1SUqr2ForJbqxa5Oa2kRw/qbHPvHnnVbLqddu6kgMMuXVQezKURhGsYFuaa84WHAz4+VFj04kWblGxXUh7jlQCNBXhzrOSDD6gYno3BntKZuk2z2vBwKtiWmys2CuI4xqOPUrHP6tVdc7527ahYijOrFDuIpgZpIV7JRsugjw/NcQAyTu3fb8PO69bRvc9NUvLgauuuNCFHOLfKyM0FNm6k5SpVgE6dlJXHlXBlSW/k59OsBLB5ZlKvnmgk2rsXuHXLyh09PMSGuryCMMdJ/PWXuKx687/wsLMjm9FuV5zwoOX3oDy4WlkCxN+LoGyrjB07gKwsWh40iIoalxe4sqQ3Ll0CCgvJ9G9HrSjBulRUZGM176lTgQULrCqCySmDw4fJSlAss9PpbNgAzJolFsNUEffu0UANUMaY6pO++vWje8KOlPOBA8VlqTWtTARlSeVxZ5qAMfF75MqSEaFyPqDymEEnwJUlvSHc4PXr2xU7ZLcrbvRo4PnnXec20jOLFlFJ3FLKXTiN118H/vMf4MgR157XCrZvF4ul9u+vgbp9vXoBn3xiqvlYSViYWAPxyBEbdGbBknz+vKoDhDVBSgqZUNzcgLp1XXdeQTG7dMl157QBwQXn7l7+wuK4sqQ3BBO8ncGBnTtTmSaAZhF8zFUAB1w4DqFiy4R0Rtu/v3JyuArppEX62S1SsybVVSsocL1VUm8I92Dt2lS111U8/jj1uvn7b9ed00ouXhQTnjt1Ep8T5QWuLOkNB5UlT0+xIOXduzYEmN6/T5k40nbwHPtQIlYCULWyJMxoPTw00LP5zh3gn3+oDZCdSBVCq93hbm5igL4Kr6GmCA4GJkyg7gSuJCCArPMqNJ0K9yBQPiYsxeHKkt4QBkkrqwabQ1q92+qB+vp1cj08+6zVvbA4ZsjLo55igHLKksoChM+codIzAFU3sLqqtVLExZFGZ1MZfFPatgWCgmh52zYbLLwqvYaao1kzYM4c4OOPlZZENXBliaMvvvmGgo0cGKijo8XlzZut3CkighzZ2dlAcrLd5y73XLhAAfr+/nYF6DuESgtTSgdpTbToOn+e/jpQJ8fdXSwhkJEB7Ntn5Y4zZlBw8Nixdp+bozBz5lBX5Z07lZbESF6e2PqzalUgMlJZeZSAK0t6o25d4OGHqRiendSoAQg9h/fvJ69CmXh6kn8f4LNaRxAetPXqud4UL1glzp0jhU0laC5eSTCDORgYbJeFt0kTski6Ms5Gjxw9Sl3FlWDnTmDNGuDQIWXOb4a9e8WSAf36lc+6w+XwI3OsQbAuFRWJVb3LRKWWCU0hKEuuzMARqFWLHrJ5ecCVK64/vxmysykTDqBQjhYtFBXHOqQKrwNILbw2lfHgOEZREaUjVqok1qxzJcLvRlC6VYDmrLtOgCtLeuLoUeC//zX9ZduJdFZrtSuOx0s4zqBBwK+/Aq+84vpzu7sDq1cD8fGqKQGxcycpTIBGSgYAsim8UgvvgQNWFonNyaExYPRonspqL8nJVKra3Z0yDF2NipUloYtWeYQrS3pi1y7gvfeA7793+FDdulHrBYBmtYxZsZNgWeLKkv1ERADDhilXxGTQIIouVokbR3MzWsZksywB4qSFMSstvF5eFJT888+qrdWjeoTrFxFB6ZeuRmXK0vXrVCcXoK5IVasqK49ScGVJT8iQCSfg6wt0707LV66I9TUswpUljswIVk03N40UwUtNpXLjbm70sHUQm+OWpOUD+H1oH0q6wgHx+l28qIrYQalnQRMxg06CK0t6wsEaS8WxOSuuXTvgxx8pI49jO4yJ2YxCuWpXc+ECMHs2MH++MueXcP06cOIELXfooJEieD4+wLx55AqTwTrXrRtNXABu4XUZSitLNWtSwkxeHhWoVBjp2O9AkrXm4cqSnpBZWbJ5VhsaCrzwAhXD4dhOairw6qvAo48qJ0NSEjBpEqUvK8w//4jLqi9EKRAYSGn7U6fKcjgfH6BHD1q+fh04ftyKnYSm1kK9Lo5tKK0subvTNfTxcaiwqRwwJt6HFSrQpKW8wpUlvVBUJA6OMsRKAFSXTYjz3b6dYh45TkQYpMPDlYsZEh4QFy5YacZwHkJdF0BDypITsDnZQnoNObajtLIEALGx5M6NilJOBpByfuMGLffoQQav8gpXlvRCSgppM25usmVwGAyiKy47G9izx4qdEhOBhQvpL8c21DBIC7WyMjOB27cVE4MxUVny8aFeVJpg1y5K4bt7V7ZDSrOPpNa2UhEsS8LviWMbzz4LvPwy0KqVcjIEBamimJEmrbtOQvmrwZEHoR5IeLis6r80qPbff63YYc4cYMwYYP162WQoN8iYRWU3Pj6iOVHBh+2ZM2KpJ2lmpuqZOpWm4FbX2yibpk2BkBBa3rEDyM8vYwdBWVKiRpAeGDcO+PZb17cbUiHcuivClSW90LYt2Ux//VXWwz70kLhs06yWuwBsR6bKzw6jgmuo2UHaCdZBg4HaLgJURfngwTJ2aNiQ0ld52yHtkpQEPPUUMGKEYiIUFIgFYatWFWt+lVe4sqQXvL1pCiqzj7t6daBxY1rev5+8MxYR3DhcWbIdNbjhAK4s2cv9+6KCIvM1FJQlwIpJi6cn0KiRhsxxKiI5GUhIUK7ViUBRERWI/esvxWIHDx6kvoQA/f5U4BVUlHL+8TnWIAzUBQXA7t1lbKyCB61mUYuypHCAcGGh6PKtVElDTTuF76tSJYo5kRGblCWO/axcCbRpQ1m9SiKMo+npisUOanLC4kS4sqQXvviCKvc64QFnkytOuMmvXLEiuIJjwpo1wLJl1AxVSZ57jsyIn3yiyOkTE8Xnw0MPUSa1JnCiG7VuXbE39p491NXEIr//Djz/PD38OdajlgmLnx9QrRotKxR7xpUlU7iypBe+/RZ4912nFDHr2VNcLlNZCgsjl2BRkWqasWqGDh2AZ54BKlZUVo7atamRqMzWEWuRDtKaqNot4MQAfYNBfGDl5ABxcWXscOAA8NNPYtAJxzrUoiwBYkiDAsqSNPu5dm11fB1Kw5UlPVBQAFy+TMvCDSYjwcFiFm1CAnDnjoWN3dwUvck52kezM1rhQStYV2XGJlccd4fbh5qUJaFdjgLj6N69Yl09Td2DToQrS3rg2jUK9PDyclq3eGGgZozSly3y5ZfAli3k++dYx549VHbhwAGlJSG+/x54/XWq3+VCcnOpVBEA1Kihsezt0aOBuXOBwYOdcni73OFcWbIeaRNkJym8NqHgpFOzExYnwpUlPSAMiBERTktZsGlWO2AA+U800cxLJaxdC0ycCCxfrrQkxKxZwFdfWdlBWT5iY8kFANAgbTC49PSO0aYN1ejp2NEph69Rg5LcAGDfPiojUCrSWktFRU6RR3ekpJCP081NDBBTktq1KaRBgT6RUmVJOvaXZ7iypAcEZckJLjiB7t3FQFuejeMEhNmjDJ3qZUEhy4Q0xIYP0iWRZqYKFjizhIfTQz831+XWQc0i3IM1aijXbkjK889TOYq5c1162vR0ID6elps3p5afHK4s6QPhJnei6TgggOpeAqb9gsySmkrBpfPmOU0e3XHpEv1Vi7KkUPkAqYtXmligeu7dAxYvplYnTsRqC6+nJylMAHfFWUuNGsDMmeR+VgOenooUN9q9WzRG8gmLCFeW9IAwGDrZzy69cSy2Prl8mWZF77/vVHl0haAsOdE6aBMKWJZyc8Usr4gI9eiNVnH2LPUUe/JJp57GpsxUQeF1QoasLqlVC5g8GXjjDaUlURTphKVHD+XkUBuaU5a+++471KlTBz4+Pmjbti12WbBFb9++HQaDocTrZLE4jNWrV6Np06bw9vZG06ZNsXbtWmd/DHn5/nsy94wa5dTTWK0sCQ/alBQxAIVTOvfuATdv0rJaNAQFmrHu3y/WD9LcIC1Yd52s7BbPTLVYr/CXX8iNM3SoU2XiOJEXX6QyHkePuuyUUmWpWzeXnVb1aEpZWrFiBV5//XVMmzYNCQkJ6NatGwYMGIDLQtp8KZw6dQrJycnGV4MGDYzvxcbGYtiwYYiJicHhw4cRExODoUOHYt++fc7+OPLh70+tTpyUCSfQpYvYo9firDYoSKwVJFhMOKUj/H4rVlRPULygLLnw+kk9WJpTllzoRhWy4hgTa+GYJSwM8PV1ujy6IS6OKqKqaYJ3+DAFEJ0965LTSXsPNm1KPeE4hKaUpVmzZmHMmDF44YUX0KRJE8yePRvh4eH4/vvvLe4XEhKCsLAw48tdUhJ49uzZ6Nu3L6ZOnYrGjRtj6tSp6N27N2bPnu3kT6M9/PyobiJA926pfToNBp66bAtSF5xa0r+EbKDr112WjaNp87+LLEsAJVsIODlEqnwxZgz11imzp5MLcXH5gL17qQoNoMF70MloRlnKy8vDwYMHER0dbbI+Ojoae/futbhvZGQkqlWrht69e+PfYv6j2NjYEsfs16+fxWPm5uYiIyPD5KUYV64AY8dSbSMXIB2oLWbjcGXJerp0oVHqm2+UlkQkJITy05OTRXOiE8nPp68AIAOpGmoC2oQLLUtdu4rLFpWlK1dIAXCye14XMKa+JAvA5YUppb8n6VjP0ZCylJaWhsLCQoQWy2MMDQ1FSimpsdWqVcO8efOwevVqrFmzBo0aNULv3r2xU/KLSElJsemYADBjxgwEBgYaX+FC1okSnDwJzJ9PLxdg9axWuMnLcJFyQO63Tp3UNToZDGRGDA11ibXr4EEK3QJoRqsWA5vVuLD0Q9Wq5CIB6Hsrtd4SY8DChcCKFbzWUlncvi3+ANVQY0lAsCy5yB0ute6qaThSAx5KC2ArhmKjKGOsxDqBRo0aoZFQxQ1Ap06dcOXKFXz++efoLvkl2HJMAJg6dSrekGRMZGRkKKcwuSgTTqBzZ8pmLSoqw7IkDDg8ZoljBZp2wQEuz2bs0QM4cYJcJnv3AsWM40T16lQcLS+Pan0IjVk5JRGuX2go4OOjrCxSXOiGy86mJAsAqF/f6SGwmkMzlqXg4GC4u7uXsPikpqaWsAxZIioqCmfOnDH+HxYWZvMxvb29ERAQYPJSDBfGSgBUbykykpaPHrWQjTN4MLU8+fRTl8ilaebMIRfc9etKS2LK1q3ApEnAb785/VSaVpYYA5YuBX74wSlNdM1hlYXXw4NqBwF80lIWaivdIeBCZWnfPjE8UXP3oAvQjLLk5eWFtm3bYsuWLSbrt2zZgs6dO1t9nISEBFSTzLA6depU4pibN2+26ZiKooCfXUgntZiNU6cOtTxRk/9frXz6KfDqq+qrh7N3LzB7NrBpk1NPU1goxtSGhootPTSDwQD0709p3v7+LjmlNKXbojtcsPByd7hl1BivBND18/amGML79516Ku6Cs4ym3HBvvPEGYmJi0K5dO3Tq1Anz5s3D5cuXMX78eADkHrt27RoWL14MgDLdateujWbNmiEvLw9Lly7F6tWrsXr1auMxX3vtNXTv3h0zZ87EY489hj/++ANbt27FbjVlRFhCGARdeJN3707PUIAG6kcecdmp9UdenphWqLaBWpDHyVaJxEQgM5OWu3fXYLySAtSoQUasc+fIIpCTU4r3KCKCNFFuWbKMWpUlf39SklxQyVvTpTtcgKaUpWHDhuHWrVuYPn06kpOT0bx5c/z999+IePADT05ONqm5lJeXhzfffBPXrl2Dr68vmjVrhr/++gsDBw40btO5c2f8+uuvePfdd/Hee++hXr16WLFiBTo6qRmm7Aif14VBiVZn4yxdSjUGXnqJNxgqjStXyETn66u+oiYuCtLXtAsOoCjrEyeokW6zZi47bffupCzl5ZHCZPa747GD1vHUUxTTpcZx3wWKUl4eNbEGNFg931UwjsOkp6czACw9Pd21Jy4oYMzdnTGAsWvXXHrqpk3ptB4ejGVmlrJR/fq00fbtLpVNU2zdSt9R48ZKS1KS8+dJNh8fxoqKnHaaRx+l0wCMHTnitNM4j8mTSfiJE1162kWLxO9t+vRSNvrhB9pgxAiXysbRFrt3i7+lmBilpXEt1j6/NROzxDGDuztw5w61OgkLc+mphZiJggKxn1cJePmAslGr+R8gX4/BQD6e1FSnnEKaVRkU5FLDjHy4sGyAFKuCvGNiyI2zdKlLZOI4gSVLqOWJE3ttchdc2XBlSetUrEhFV1zcndqqgZq7AMpGrVk4AODlJeYPO0nhPXaM9H2AflMKNFl3HIWuYe3aQM2atLx3LxX2LIGfH295UhY5OcAff1DwHGNKS1OSjAxqeXLkiNNOwYO7y0aLQxNHBViVjcMtS2WjkFXCapwc5K2LGa1C19BgEB9s9+8Dhw659PT64dw54PHHqemeGrMLnFzFu6BAzGquVo1qLHFKwpUlLfPbb5Su/McfLj91eLhYB3PfPiA318xGPG25bP73PzILPPOM0pKYZ8kSICUFePJJpxxemnSqyQ7n2dlU8BFQxDootQJIrQMmvPEGlfE4dcolMmkONbvCAadPOhMTxSrwPBu1dLiypGW2bwfmzRPLrroY4eGWk0NW4hK4KPVc04SEUKsTtQ7Udes6reUJY6Ky5O8PtGol+ymcj/AA8/enoCsXI7XGlVpRf/t2YNs2QFKMlyNB7cqS0B3i9m2n1FrS/ITFRXBlScsoUDZASplxS1LLkhpjATiKcvmyWIczKooKTmsOaZ0zBabkjRoBwcG0vHdvKS3guIXXMmpXlgIDKTYVoFIjMiMtLNyli+yH1w1cWdIywo2jZmVpyxYgIcFlMmmKtDTg7bepTYZauXiRWp785z+yH1oXg3TbtsCGDcDnnytyeoOB+jUCZHgw62njFl7LqD1u0GAQrUsyK0vSLgwVKwItWsh6eF3BlSUto7BlqX59sWLB3r3UtsIELy+KlWjYkDvCzXH2LPDZZ+run5eVReXaf/pJ9kPrQlkKCqJWJwMGKCaC9Lsz236IW5Yso3bLEkBjaP36paQ82s/Fi2IDgagoqkbDMQ9XlrRKZqaYcy3MOlyMwSAO1BkZVO6JYwNXr9JfIf9bjQgP2jt3xJ4kMiE82N3caKDm2Ie0jaVZZYlbliwjWGvUrCytXUsxZzIr5dLfi7QzA6ckXFnSKsINXqkSEBCgmBjSWe3evWY2+Pdf4IMPyB3HMUULylJAAP3GAFktE+npwNGjtNyypaI/YcdYuZIyBq9fV0yEdu3IiAuUYVniypJ5Zs2irNQGDZSWxOXowrrrIriypFWEyFiFXHACZc5q//wT+PBDYONGl8mkGQSFV83KEuCU1OW4ODEYWdOD9CefAKNGObVgYFn4+FDoFEDGhxLF1oXrV1hIRXU4pgwdCrz5pjgpKEcImXDu7upsi6cmuLKkVfr2JbfIn38qKkZkpNjt3KxlibsASkcLliXAKddQNzNalSi8Fi28ISGUcp6SotGUQw6OHaOWJzKW1757VwydaNUKqFBBtkPrEq4saZkKFRSLVxLw8qJ7GADOn6fx2AQeXFo6WlGWnODG0YWydP8+paABil9Di0HeBgNveVIa584B69apv2CntzcVszt4ULYyLLGx4qE0ew+6EK4scRzG4kDNW56UjlaUJUEhF1y/DpKfT1XfhUMr7Em2H+H78PenWjgKUqY7nGOe9euBxx4D/u//lJbEMsIYcf++mNjjILqYsLgQrixplbffplYnKkhBkw7UJVwAwpPwxg0q9c0R2bOHpndqL24ydiyZDBctkuVwhw8D9+7RsqYHaamyq3BpjJAQMT754EEzt9rChVTGY+5cl8umarQyYfH1BapWpWWZai1xZck2uLKkVX77jVqdyDTLcIROncTlErPaoCDqfA44pfqspqlZk3Lm/f2VlsQylStTyxM3eYYL3QzSKnvQCt9lXp6Z9kOXLlHLE14g1hSVXUOLCBZeGaz0UutuRIQ2Pr7ScGVJixQViTe5CnwYwcHUdgGgzufZ2ZI3pdVnBZk55RquLDkHi+5wQUZ+D5qismtoERmreCckiOO0pu9BF8KVJS1y4wZNDdzcgOrVlZYGgHjD5eebmdUuX04BlFJ/XXnnwAFg8mSyEKodxqjdyVNPAbduOXwo3bRXiImhVicTJigtCYAylCUntcvQPFpSloSJsQzXUDcTFhfClSUtIphha9RQTSqwxbilyEgq1+/t7VKZVE1cHBXCW7lSaUnKxmAAfvkFWL3a4Yy4ixfF+o2abZ4rULMmtTpp105pSQCQdTcoiJb37i2WNMUtSyUpKhKD9LWgLNWvT4FpQlNdB+DKku1wZUmLKNwTzhxl9qfimCI8tGrUUFYOaxEeJg7Oavkg7Tzc3MRJy61bxbLhBcvS7duUUcWh6p0FBfTFVaumtDRlM3EicPo08M47Dh1Gat0NCACaN5dBtnIAV5a0iAqVpYYNLcxqT52ilidff62EaOpES+Z/QLa4M10pS7NmAYsXU7NhlVDqpCUgQKw6yK1LRIUKwK+/AnPmaNzEaRsXLoj18HjzXOvhypIWuXGD/qpIWSo+qz19WvLm+fPU8mThQkVkUyVaVZZksixpvr1Cbi7FcT37LC2rhFKVJSHRompVKt3MIWVp2DDg5ZeVlsSl8Oa59sGVJS3y2WdARgYwZYrSkphQatwSj5coidaUJRmuYUYGdW0AqHmuDKEXyiEEXvn4iCZVFdCuHeDpScsl3OFHjpDrqUMHl8vFkQHGqE5LaKhDjZt1Zd11IVxZ0ioVK6qu8WOps1rhQXvrFo+XAGjQ01JgKSCLZenAAdE9GxUlg0xKIo05U7ggpRRfX7Gp7unTwM2bkjfLkavJKuLiqNWJVroLGAw0bqSmOnQfxsbSXzc3rjfbAleWOLLRrp04HptYlipVEgsvytQyQ9PcuiW6blRS+qFMBKVOcAHbgVAED9CRsqRCZVc6aYmLU04O1fPNN9TqZMUKpSWxHgcnLVlZonW3RQvePNcWuLKkNfLygIEDgXHjilV/VB4/P6BNG1pOShJ7jMJgkC2bShcEBdHD9sAB6kSsBdq3J0XpxAm7DyFVljQdrwSoWlmSKqImytLOnUDfvsBLL7lcJlWi4mtYKg42Jo+Pp4oJgA4mLC6GK0taIzmZCuH9/LMq6xbxuCUrcHMj941K6vNYhbc3NSCzs+UJY+KDu3JlsY+ZZlHxg1bafshEWbp/H9i6ldf2EFDxNSwVBy1LupqwuBiuLGkNwY1Vo4ZsvbrkRKosmQzUvIJwuebSJQq1AChOQoU/XdtQ8YO2Rg1RrP37gcLCB2/wtkMijKn6GpaKg+OodEzmliXb0PqQVf5Q+Q1e6qz2//6P6i298YbLZVIdK1dSq5Pt25WWxDZmz6aWJzt22Lyr7gbpzz4DNm4EBg1SWhKzCN9xVhZw/PiDlcKYcecOcO+eInKpBi3GDQIONdOVWncDA8V+nhzr4MqS1lC5slSzpliU2mRWW6cOVa709VVMNtXw11/U6kRr0be7d1PLkyNHbN5Vd+b/evWAfv2A2rWVlsQs0kmLkP2EwECxXkN5ty4Jnz8kRJXhDKVSpw75sOvUsXnXK1fEYpTt2+vAuuti+NelNTTQJkOY1WZmUqA3pxgqV3hLxYG4M6leyNOVnU+pQd480YLQ6j3YqhXVhLAjg09X2agKoDll6bvvvkOdOnXg4+ODtm3bYteuXaVuu2bNGvTt2xdVq1ZFQEAAOnXqhE2bNplss2jRIhgMhhKvnJwcZ38U+9DATS69EY2z2rt3qeXJxIkKSKQyNHANzWJnvERuLpCQQMsNGgBVqsgsl6u5dQv4+GNg2TKlJSmVNm3E4pQ8dtAMbdtSq5N331VaEpehO+uui9GUsrRixQq8/vrrmDZtGhISEtCtWzcMGDAAl0vx3+7cuRN9+/bF33//jYMHD+Khhx7CI488ggRh5H5AQEAAkpOTTV4+Pj6u+Ei2I7QqUPGDttRZ7YcfUh+m8lyYUquBpYDdVonDh8XwEF0M0qdP00N22jSlJSkVHx8gMpKWT56UlPEQWp7k5ysmmyqoVo1anTzxhNKSuAzpWKyL+9DFaEpZmjVrFsaMGYMXXngBTZo0wezZsxEeHo7vv//e7PazZ8/G5MmT0b59ezRo0ACffPIJGjRogPXr15tsZzAYEBYWZvJSLZs3k3/r4YeVlqRU2rYVi1Mab9DAQF6YEiBlV1AWVexKNYud2VS6M/9rRNmVftf79z9YmDeP0hLHjVNEJo4MjBsHhIVRooiV5OcDBw/Sct26pC9zbEMzylJeXh4OHjyI6Ohok/XR0dHYa1LQp3SKioqQmZmJoGK9nLKyshAREYGaNWti0KBBJSxPxcnNzUVGRobJy6VUqEBTR5Xi6wu0bk3LJ048MIZJC1OW5+BS4bNXqaK9YHdBWbp2TaxsZwW6m9FqRFkyG+TNo3qJdeuAP/4A0tKUlsR27t2jArE2WHiPHAGEyBJdTFgUQDN3TlpaGgoLCxEaGmqyPjQ0FClCiH8ZfPHFF7h37x6GDh1qXNe4cWMsWrQI69atw/Lly+Hj44MuXbrgzJkzpR5nxowZCAwMNL7ChYcIx4j0hjxw4MECj5fQzIPWLNWq0cPWYLDpISNYlnx8qIGu5hGuocrv+1Ld4Rzg7beBxx+3K7NTcQSLtA2TTh6v5DiaUZYEDMWaVjLGSqwzx/Lly/HBBx9gxYoVCAkJMa6PiorCyJEj0apVK3Tr1g0rV65Ew4YNMWfOnFKPNXXqVKSnpxtfV1z18D92DBgwAJgyxTXncwCzAzW3LAHR0fT5tdSPSsDDg2a0OTmUcm0FaWnAuXO03KaNdrq7WEQjCm9EBHlrAHpYFhWBOgD06UO54+UVxsQJm8qvoVnsGEd1Z91VAM20oQ4ODoa7u3sJK1JqamoJa1NxVqxYgTFjxuC3335Dnz59LG7r5uaG9u3bW7QseXt7w1uJ2hxnzlAhvDt3XH9uGzGrLHHLEuDurr1YJSnBwTZtrrt4JUAzypLBQN/5778D6ekU6N20pj+wbRttkJVVPjupZmSIRTm1eC8KvzsbYj+F+9DLSwyR4NiGZixLXl5eaNu2LbZs2WKyfsuWLegs7bFRjOXLl2P06NH45Zdf8LAVQdGMMSQmJqJatWoOyyw7GhmkAQoiFJ6rcXE0meOWpfKHLs3/GroPS0xaAgLoBZTf+1D43JUri0knWsLGcfT2bUrgBChDUks1ONWEZpQlAHjjjTcwf/58LFy4EElJSZg0aRIuX76M8ePHAyD32KhRo4zbL1++HKNGjcIXX3yBqKgopKSkICUlBenp6cZtPvzwQ2zatAnnz59HYmIixowZg8TEROMxVYWGBmlhVgvQzXr2LIAnn6SWJ1p0QcnFjBnAW29R5LsW+f13uo7ffGPV5rprcwJQI+uNG4GmTZWWpEzMBnmX98KUGhpHzSLIff26pEVC6RgzIaGje1ABNKUsDRs2DLNnz8b06dPRunVr7Ny5E3///TciIiIAAMnJySY1l+bOnYuCggK88sorqFatmvH12muvGbe5e/cuxo0bhyZNmiA6OhrXrl3Dzp070UGNZYY1dpOXmNVWqUItT/z8FJNJcZYtAz7/nAY6LXL+PLBmDbU+KYOiInGgDgtTfTy09TRtSq1OhNYhKqZtW/L8Ambc4eXdsqSRcbQEoaFA48ZAjx7kSi0DXVp3FUAzMUsCL7/8Ml5++WWz7y1atMjk/+1WNCr98ssv8eWXX8ogmQsQfNQaucmLK0sxMcrJohq0PlDb8KA9dYpiZQAapK3Iw+DIjL8/dcg4dIga6mZkAAHlPXZQ6/egu7tNfaR4cLc8aMqyVO7R2E3evr34gDS6AGbOBMaMKZ8DdWamqD1oMbAUsClIX5fB3QkJ1OpkwwalJbEa4btn7IGlr7zHDj7zDLU6ee45pSVxOsZrDipEaUf/Xc4DuLKkFRgTMzg0oiwFBADNmtHykSMPxP/pJ2DhwgdBTOUM4eEk7f6uNWyIl9DljHb3bmp1snCh0pJYTQl3eK1aVPqhvEb6NmhArU6kAV1ahTGLb589K7a64dZdx+DKklYwGKhGSmYmDXYaQRioCwsflNsvzy4AjVkGzVKtGrkBCgqo5pIFBMuSmxvQrp0LZHMFGryGJYK8R4+ma2ehlhxH5Xz+OcUuvfOOxc10mWChEFxZ0hoVKmiqZUGJWW15dgFo8EFbAnd3UpgAi9fw3j2xOHKzZto1pJVAg9ewXj3KrQAelPFAOTcvzJtHrU6E/h9aJTW1zEknD+6WD+08dTmaRDqrNVGWuGVJu9SsSdXtbt0qdZODB8X2cbqa0WrwGpot41FeuXcPePFFanWSl6e0NPZj5aRTsCwZDOW7aLsccGVJK6xaRa1Ovv1WaUlsonFjsQZebCzAapZjN9zUqTS4ffih0pI4xubNNCsfMKDUTXQ7o9WgsgSYccUNHkw3p1CtsLwgZBRXrCgOTFrEiv5w2dnA4cO03KQJhUpy7IcrS1rh8GEqhHf8uNKS2ISbm/iwTEkBrnjXp39sKNWvGzw8aJDTaiacQMWKZUaK6jJWgjHNKkvSaxAbC1KSTp0CJHXpygUavX4lkLY8KSXI+9AhCi0EdDZhUQiuLGkFDd/kJnFLN+vRQnmMWSpHCJalihXJgKEL0tJE140a2yFZoEMHUb/dtw92da7XBRoeR02oXp3+5uSI6W7F0GXpDgXhypJW0PBNbqIsXa1Js9pLl5QTSCnGjKFWJ6UMbpohIYFanrz4otm3r14VDYcdOogVpDVP5crAsWPA1q0Us6UhKlY0LeNxP6wu/cOVJW3i7U2Fk4BSr6FuXeEKobkK3uUWjVXvliK9UeMOuFOdk/LG/ftibZ5p05SVxVHu36eWJ6VUuNPtIO3hQRqHoHVojKgo0vUKC4GDhnboBnBlSct07SoWuTWD4Ar399fsT1ZVcMuSVtDwTV6liqgfHToE5OYqK48iCMquv7/2Iy2l8RJCypsEXRaj1AEmFt6s5rTAlSXtsmYNsG0b9bMpRnKyGI7Wrh3p+RzH4F+hFsjIoGKUgGaDg6OigDNnSFFK/PgvdLy2Bhg5EnjoIaVFcw3SQVrrZXSrVaPPkJdHcTwhISZvJyYWolatfBgMQJs22i9nY2TbNvoRd+pk9gGldtq3Bx70HMfpguoo9PODe3lTlj76iMYd3VRJNY9urbsKwpUlLXDzJsVLMEaWCQ0SFQUsWULL+zbcRsf4hUCjRuVTWdI6Xl5UPTglhT7XA2WJMYZr11IwceJdeHgAnp6k4wt6vuYJCKBodcaACxeUlsZmPDyAuXNJfDc3htNjV6LS4cMIYwwGrSvw1tKqlSYVXYsUFZUoVMyDu+WHK0taoF49CgrW8BTdJG7pfktMBMqXC0BPyhJAn0NQltq0AQCkpKTg9u27qFYtBIAfAgMNxu42usHXl6y7lSsrLYldGAxCi0mGoPBQ3K5bF0hJQTWNZfdxAKxbB7zwAt1/GzeavMUtS/LDlSUt4eOjtAR207IliZ+TA+xLrU0rubKkXWrWBOLjjZ+rsLAQd+/eRcWKIbh1i3prBARo+idbEqFxcIUKmv1gAQFiP25PT1+EhACpqakICQmBu27SFkshLQ349VdKTHj4YaWlcRx/f/I6FCvwW1gIHDhAy+HhYpUBjmPwAG+OS/D0BNq2peXzaYG4ieDypSxdv05/9aQseXsDWVkAgPz8fABAQYGfcRONeozNw5hYY8nTU1lZHEB6Te7dA/z86HoJ10/XnDgBvPoqMGmS0pLIQyktT06cMN6W3KokI1xZ0gLTpwP9+1PzRw0j9Z3vQ8fypSytWkXZY8OHKy2JPHz+OfVTmDzZZHV2NsW+GAyAn5+5HTVKYaGY+aexGktSTJSl27kwnDkjmpr0jt6su0KyT0YGvR6gy+r5KoArS1ogLg7YtIlMrhrGJG4JURTzUh5mtABVZqxeHahUSWlJ5MHbu0RWX1GRaHzx8ysRc6pthA/m4aHpD+bpSZcOAO7le6IoL1/siaF39KYsVaggliGRtI/i8UrOQbt3fXlCwwUppZhYlgxR5NpISVFOII6sSOtn6cEFN3r0aDz++OP0j6DUW2FV+ueff9C4cWMUmalB5Sxyc3NRq1YtHDx4sMxthWvD4IYceIuxWHpHUJY0Wn7FLNKaZw8QLEvu7sbcC44McGVJC+hkRlSzpthSa79/LxRl3Yf+0qXMILjftF65W8rt29S5vls3YyNPvSlLX331FRYtWkT/CP1ChEJFFpg8eTKmTZsGNzMWqD179sDDwwOtW7eWVVZvb2+8+eabePvtt8vcVnptsuHLLUtapljcUkYGxSwBVCFBV65wheHKktq5f1/sJabxm9xgEK1LGVluOHnJV1mBXMX588CKFfTSC35+wNq1wO7dwJ07AERPFaAPZSkwMBCVBLepmxuVDSjjg+3duxdnzpzBkCFDSryXnp6OUaNGoXfv3k6QFhgxYgR27dqFpKQki9tVqCAuZ8Ov/FmWND6OmtChA9C7t7GURXy8ce7CXXAyw5UltaOnNhkoFrcUV/p2ukInblQTfHyA4GBavnoVjImWJQ8PMS5GC6xatQotWrSAr68vqlSpgj59+uDevXumbjgAPXv2xMSJEzF58mQEBQUhLCwMH3zwgcmxfv31V0RHR8PHTGmBF198Ec888ww6depksn7RokUwGAxmX7Vr1wYATJ8+HdWrV8etW7eM+z366KPo3r270d1XpUoVdO7cGcuXL7f4eX19xXCz+/DjliUtM306NXZ+7DEAPLjbmXBlSe3oqU0GisUtzdxOJYX1jh4HacDEBXD5spgs5u9f7Kd6717pr+KFVi1tm51d9rY2kpycjKeffhrPP/88kpKSsH37dgwePBhMmJ4L3LgB5OXh559/hr+/P/bt24fPPvsM06dPx5YtW4yb7dy5E+3MtNL46aefcO7cObz//vsl3hs2bBimT5+OmjVrIjk5GcnJyZg9ezYCAgJw4EHBnGnTpqF27dp44YUXAAA//PADdu7ciSVLlpi4+zp06IBdu3ZZ/MxubqJ7Jg/eKCyCqVlQr6xeTdbdhg2VlsRp8OBu58GLUqqdrCwyserkQdu2LQ3WRUVA3OnK1G/rxReVFsu56FlZSkwErl7F4SwqeAiY8VRJ/T7FGTgQ+Osv8f+QEHI9m6NHD2D7dvH/2rWp0KCU4kpOGSQnJ6OgoACDBw9GxIN4pBYtWpTc8OZNIDcXLZs1Myo8DRo0wDfffINt27ahb9++AICLFy+ierEqgGfOnMGUKVOwa9cueJjpaOrr64uKFSvC3d0dYWFhAMgFaDAYULVqVQCAu7s7li5ditatW2PKlCmYM2cO5s2bZ5RZoEaNGrh48WKZn7tCBVG3zPPwp540wgXUK5060UuP5OeDeXgaLUuVKonNyznywC1LaueRRyhmacMGpSWRhQoVAOFZdAzNkXXpluUd9ICelSUAuHoVR46Iqy3pRmqjVatW6N27N1q0aIEhQ4bgxx9/xJ0HMVgmPLC8tGzZ0mR1tWrVkJqaavw/OzvbxAVXWFiIZ555Bh9++CEaOmjRqFu3Lj7//HPMnDkTjzzyCEaMGFFiG19fX9wvTdmUIFVoc/2DgCpVHJKNoxBnz9IEo0YNXLoECD/Fjh01XeFClXDLklbQcNXg4nTsCBw+DBTBHfEXqqCn0gI5m3KgLB2+CXTtSv+WyMARygmbo3iLDYniUYLio78VFpSycHd3x5YtW7B3715s3rwZc+bMwbRp07BP6s+QFKT0LBaMZTAYTEoEBAcHmyhbmZmZiI+PR0JCAiZMmAAAKCoqAmMMHh4e2Lx5M3r16mW1vDt37oS7uzsuXryIgoKCEpaq27dvG61RljBRlnJL3043HDkC7NxJKWLduiktjXwEBRnr78XtzANApS24C05+uO7JcTkmcUtp9fSfjZOcTH/1qCx5eyMn14CTJ2mVlxcFeJvg71/6q3ggtKVtfX3L3tYODAYDunTpgg8//BAJCQnw8vLC2rVrxQ2EeB6Docy4wcjISJwQcrcBBAQE4OjRo0hMTDS+xo8fj0aNGiExMREdS3mqGcycZ8WKFVizZg22b9+OK1eu4KOPPiqxzbFjxxAZGVnmZ/byEudfeXlivJlu2bqVWp18953SkshL5crG+2Lfv6JFkQd3yw9XltTO8OHU6uTwYaUlkQ2TjDjWwbI1QQ+cP08ZccVcOJpnxAggOxsJExYYazZqra7Lvn378MknnyA+Ph6XL1/GmjVrcPPmTTRp0kTcSPhwViRY9OvXD7t37zb+7+bmhubNm5u8QkJC4OPjg+bNm8O/FAWvYsWKuHfvHhITE1FUVISrV6/ipZdewsyZM9G1a1csWrQIM2bMQFyxlNJdu3YhOjq6TDkNBlG3LCoCLr7/U5n7aBq9WncNBmORzX0HxN9nhw5KCaRfuLKkdnbsoFYnOpr6NW4sxpLGIQrsis57xAmtTjTcU8wsHh6AwWCSrlzc+KN2AgICsHPnTgwcOBANGzbEu+++iy+++AIDBgwQNxIsS1YEgYwcORInTpzAqVOnHJKra9euqFWrFiIjI3Hr1i2MHj0aHTp0MLry+vbtiwkTJmDkyJHIeuDmjI2NRXp6Op566imrziHV0w6f0I+b3yx6VZYAoGZN5METh05TsGCDBjwEzRkYWIkcWY6tZGRkIDAwEOnp6QiQM6MkL4/cFIyR9cWKWASt0LcvWcYB4NL8Lag1pq+yAnHsZvhwIC4uBz/8cAEdO9ZB5colawxpmuvX6RUcTBl4ZTB58mSkp6djrovLYgwZMgSRkZF45513rNo+IwM4fToHaWkXsH3aGXx68FEnS6ggnTsDsbHU0PrJJ5WWRl5iYnBg6Ul0AJWZGDkSWLJEYZk0hLXPb25ZUjPJyaQoeXmJBQB1gkncUoCOFaXt20mb+PZbpSVxDqNHI27tdQDkETBTi1H7hIZSq5MHaf1lMW3aNERERKDQhbF4ubm5aNWqFSZNmmT1PmRZorny4fTaTpFLNeixMKxAjRrUmPwBPLjbOWhOWfruu+9Qp04d+Pj4oG3btmUWYNuxYwfatm0LHx8f1K1bFz/88EOJbVavXo2mTZvC29sbTZs2NQ3uVBJp40cdFKSUUm4qeScmUiG8Mn6nWiUl7iIu5VFdIS8v3f1MCXd38i9aqQkGBgbinXfegXvxTD8n4u3tjXfffRe+NvhB3d0Bby9Slk4V1MO9u/nOEk9ZCgvJMgjoU1lq1Qr7wh4z/suDu52DzcrS6NGjsXPnTmfIUiYrVqzA66+/jmnTpiEhIQHdunXDgAEDcPnyZbPbX7hwAQMHDkS3bt2QkJCAd955BxMnTsTq1auN28TGxmLYsGGIiYnB4cOHERMTg6FDh5qmDiuFjmdDUmVJDV+109BzrASAfX4PGZe11OKEQ/j5k3ZbBHfEbzFTX0oPpKZSSxd3d6utg5ri6aexr0IfAHQP6i2PRC3YrCxlZmYiOjoaDRo0wCeffIJrwgPdBcyaNQtjxozBCy+8gCZNmmD27NkIDw/H999/b3b7H374AbVq1cLs2bPRpEkTvPDCC3j++efx+eefG7eZPXs2+vbti6lTp6Jx48aYOnUqevfujdmzZ7voU1lAxw/aqlWBujWpwMvBffnGhCPdoeNrCAD7itobl3WrLF25QpYJHfZQ8/MTTYH7tmdb2FLDBAUBe/cCa9aUrOulA9LSqDYlQB0S9JZHohZsVpZWr16Na9euYcKECfjtt99Qu3ZtDBgwAKtWrUK+E594eXl5OHjwYIm02OjoaOzdu9fsPrGxsSW279evH+Lj442ylrZNaccEKD4gIyPD5OUUCgroRtfpgzaqSToAIKfA06QCtK64coX+6vQa7stobFzW5SBdWEh94QQ3js6Qeu3ijmmo9LoteHtTm5NH9RnAvn+/uNyxg07zta5eBe7etbmdkZzYFbNUpUoVvPbaa0hISMD+/ftRv359xMTEoHr16pg0aRLOnDkjt5xIS0tDYWEhQkNDTdaHhoYiJSXF7D4pKSlmty8oKEDag55SpW1T2jEBYMaMGQgMDDS+wsPD7flIZTN5MnDrFvDpp845vsJ07CTO8vbF6fgmB3SpLBUWAvuv0+cK875dshilHhAmgG5uurRKeHuLcWZxZ6oo+Szi2ElcrHjROtbXafuoZ56hApwrVyomgkMB3snJydi8eTM2b94Md3d3DBw4EMePH0fTpk3x5ZdfyiWjCcUr2zLGzFa7tbR98fW2HnPq1KlIT083vq4I1gNnodMmP1HRYppm3E4d9lyQBpY+KBynJ5KSgKxcMie19ExSWBonIdRY0mn0usEguk+Tk0XdXlf8/TcwZw70ar7et1/8XUZVu6SgJE7ko4+AefMUTfWz+Smcn5+P1atXY9CgQYiIiMBvv/2GSZMmITk5GT///DM2b96MJUuWYPr06bIKGhwcDHd39xIWn9TU1BKWIYGwsDCz23t4eKDKg6pdpW1T2jEByjwJCAgweXFsp1U7T3iBlCRdBnnfukVmYzc3XQaWSrMYW/mfU04QZyJVlnSKNNZMl5mpy5YBEycCW7YoLYnsFBWJY2coUlCr8IKyAjmLHj2AsWOtqnPmLGxWlqpVq4axY8ciIiIC+/fvR3x8PMaPH4+KFSsat+nXrx8qVaokp5zw8vJC27ZtsaXYD37Lli3o3Lmz2X06depUYvvNmzejXbt28HzQGKm0bUo7Jkc+vL2BNv5U6fj0JR/cvq2wQHITEkJdSq9d01UjZAGpgtvqi1HKCeJMBDecDq+fgLchz7isS2VJx67w06eBdAr9RBTiYLimR9OgOrBZWfryyy9x/fp1fPvtt2jdurXZbSpXrowLF+TXcN944w3Mnz8fCxcuRFJSEiZNmoTLly9j/PjxAMg9NmqUOGiPHz8ely5dwhtvvIGkpCQsXLgQCxYswJtvvmnc5rXXXsPmzZsxc+ZMnDx5EjNnzsTWrVvx+uuvyy4/pyQdQ0WzsTRQUTfoNV0Z4oPV3Z1qNuoSGSxL3bt3xy+//CKTQNbxzTff4FErA5q9vMSYF64saQvphKUj9unTj3rjBrB0KWU0KgnTGN9++y2LiIhgXl5erE2bNmzHjh3G95599lnWo0cPk+23b9/OIiMjmZeXF6tduzb7/vvvSxzzt99+Y40aNWKenp6scePGbPXq1TbJlJ6ezgCw9PR0uz5TeWZ59EJGvirG3n9faWk41pKRwZjBQNctMpKx7OxsduLECZadna20aPJy+jRjBw4wlppq1+7r169nDRo0YIWFhYwxxm7dusUmTJjAGjZsyHx9fVl4eDh79dVX2d27d+WUmuXk5LCwsDC2a9cui9tlZ2ezE0eOsG4RJxnAmI9PEcvNlVUUZSkqYszLi36oFy8qLY3sjB/PjOPnP+jJ2LBhSoskP3/9JQ40TsDa57fm8ldefvllvPzyy2bfW7RoUYl1PXr0wKFDhywe86mnnrK6+SRHXjp+9iSwmZZ1F7c0dy7w77/A008Djz1W9vYa4sABMYu3o3s8MORD4IMPFJXJKdStS9YlO1P9vv76azz33HNwe5Ckcf36dVy/fh2ff/45mjZtikuXLmH8+PG4fv06Vq1aJZvY3t7eeOaZZzBnzhx07drV8sbu7miFI9iFRsjJMeDIEaBdO9lEUZa0NLp+BgNQrZrS0siOMGYaDAztWDxwtZWyAjkDaScLBdFnmhVHM9RuGYCQEFret0/RMhrys2sXtTpxQikNpZEqtlE+icDRo9BqZdGioiLMnDkT9evXh7e3N2rVqoWPP/4YAHD0xAn0evhh+AYEoEqVKhg3bhyysrKM+27fvh0dOnSAv78/KlWqhC5duuDSJXItp6WlYevWrSbusObNm2P16tV45JFHUK9ePfTq1Qsff/wx1q9fj4IHRS9r164Ng8Fg9rVo0SLcvHkTYWFh+OSTT4zH3bdvH7y8vLB582bjukcffRS///47srPLKDZpMKBVxfPGf3XlihMetKGhugvSv39fTPBrVi8HFftEUcNgvaGSThZcWeIoisEgZoPeuaMzvULHsRLSB2rHFvdpQaMVrqdOnYqZM2fivffew4kTJ/DLL78gNDQU9+/fR//+/VG5cmUcOHAAv/32G7Zu3YoJEyYAAAoKCvD444+jR48eOHLkCGJjYzFu3Dhj2ZHdu3fDz88PTZo0sXh+odu5xwPr1YEDBxAQEIDZs2cjOTkZycnJqFmzJqZPn45hw4ahatWqWLhwIT744APEx8cjKysLI0eOxMsvv2xSYLddu3bIz8/HfiuCAVuFiRnBurLw6vgePHiQqpMAQFRPX8r2++wzZYVyBiqxLGnODcfRGbdvI+raP1gPcoPGxQENGyosk1zodKBmTHygVqoENGzhjby/IY7cEtq1AyzUd3UKYWFAfLx122ZmZuKrr77CN998g2effRYAUK9ePXTt2hU/fv89su/dw+L//Q/+desCoMDpRx55BDNnzoSnpyfS09MxaNAg1KtXDwBMFKOLFy8iNDTU6IIzx61bt/DRRx/hxRdfNK6rWrUqDAYDAgMDEfYgOcDd3R0VK1Y0NsodOHAgxo4dixEjRqB9+/bw8fHBp8WK1wrWrosXL6JHjx4Wv4dGtXPhjRzkwkdflqUePSgwuKhIaUlkxyS4W7nyQ85HJZYlrixxlMXHBx0PfQ88UJb27QNG6SELnTHdKkuXL1OCCgB06AC41Xrw+cwoSykp4linRpKSkpCbm4vevXuXfO/4cbSqXx/+9+4Z13Xp0gVFRUU4deoUunfvjtGjR6Nfv37o27cv+vTpg6FDh6Lag9iY7Oxs+Pj4lHrujIwMPPzww2jatCnef/99m2X//PPP0bx5c6xcuRLx8fFmz+Xr64v79++XeSyvRnXRxv80Yu+1xNmzFOoTHGyzSOojIIBanegQqVIbFfVgISeH6rrpyeXILUscDgA/P7SvfA6GO0VgcNPPrPbWLaqxBADVqysri8yYuOA6QlQGzbjhlKiaYMs5faXN0YrBCgrIpWbmwSO42n766SdMnDgRGzduxIoVK/Duu+9iy5YtiIqKQnBwMO7cuWP22JmZmejfvz8qVKiAtWvXGuu+2cL58+dx/fp1FBUV4dKlS2hppt387du3UbVq1bIPNmECoq77IPZB44V9+4CHH7ZZJI4LESxLFSoATZoA6NsX2LoV+OMPffXBU8mkkytLHMUJCA9E0zsncBzNceQIBS76+SktlYPoOLDUJLg7CuIgVlRUwt1hrTtMKRo0aABfX19s27YNL7zwgsl7TevXx8/Ll+Nefj78H6zbs2cP3Nzc0FDiK46MjERkZCSmTp2KTp064ZdffkFUVBQiIyORkpKCO3fuoHLlysbtMzIy0K9fP3h7e2PdunUWrU8Cxdsv5eXlYcSIERg2bBgaN26MMWPG4OjRoyadB86dO4ecnBxERkZa9V0YrRPQkbI0bx5NWh5/HHBWD08FuHZNHGLat3/QtrDCg0bIeqq1xBjwyy/0gSMiFBWFB3hzlKdGDSqoBjJOlFHpQRvcvEkjmM5ccICpZalDBwBBQUBgIKXXayzI28fHB2+//TYmT56MxYsX49y5c4iLi8OCBQsw4pFH4OPlhWfffhvHjh3Dv//+i1dffRUxMTEIDQ3FhQsXMHXqVMTGxuLSpUvYvHkzTp8+bYxbioyMRNWqVbFnzx7j+TIzMxEdHY179+5hwYIFyMjIQEpKClJSUlBoxo0pULFiRRw9ehR3794FAEybNg3p6en4+uuvMXnyZDRp0gRjxowx2WfXrl2oW7euMZ6qLKTKkm4svF98Qa1Ozp8ve1sNUWLCAohjjZ6UJYMBGDiQWp0oPIPmliWO8tSsiSjEYSFosN+3DyirNIzq6duXZrSZmUpLIit5eaIyW7++ENdioKfrxYuatKK999578PDwwP/93//h+vXrqFatGsaPHw8/d3dsmjMHr33zDdq3bw8/Pz88+eSTmDVrFgDAz88PJ0+exM8//4xbt26hWrVqmDBhgjFY293dHc8//zyWLVuGQYMGAQAOHjyIfQ+edPXr1zeR48KFC6hdSu+r4cOH48MPP4Svry+eeuopzJ49G//++6+xL+WSJUvQsmVLfP/993jppZcAAMuXL8fYsWOt+xLS0hDe6yGEGXYhhYVh3z4yEmq6h7eO4wZLuMIBMaZHT8qSmnBKScxyBq/g7SAffsgOo4WxEu1TTyktEKc09u8XKwaPGCGu12UF7xMnqHr3nTt2HyIlJYVVqVKFXXRx9eijR4+ykJCQMiuDG69bejpjAHsca4zX98QJFwnrLG7fFn+sevpdMsa6dxc/WnLyg5VLltCKhx5SVDZZOXqUscWLGUtIcNoprH1+a3newNELNWuiGY7D3z0HgM7qvOgMs+Z/vSL0hXOgiW5oaCgWLFiAy5cvyySUdVy/fh2LFy9GYGCgdTt4eQGhoYiCaLLQvCtOsLBUqQJYERemFQoKxFjAiAhJQoNgPVNz+qmtrF9P6dGzZystCY9Z4qiAp5+Ge/Y9tO9GA9qVK8D16wrL5CivvQYMG0aV43SEWfM/QBk4ycliTQE90Lw5dQi2kDFnDY899hi6desmk1DWER0djX79+tm2U3i4MXYQ0JGypDMX3LFjlAQDFJuwSGOW9NIKQUXXkCtLHOXx9QV8fEpk42iajRuBlSuBjAylJZEV4bp4ewOtpG2osrLIEpOTo4hcTsHdnX6bmg7csYGaNdEO8XAzUEYjV5bUSanFKGvUAPr0AYYOFa2iWkewkilcYwngyhJHRUhvfE0P1IyppuqsnNy6BZw9S8tt2hSL5RaalGosG44joWZNVMA9tKhK1sFjx0gH1iw6VZZKte76Pmh58tNPNJvRAyopSAlwZYmjFiZMQMdZw4z/atqylJ4OCFWfVXCTy4XF9gqhoQBjYBptpluCzEzg0iUqZa1jmNRd80CpiKqUBICy4dReJ8sir74KxMaSS1xHCPehpydgZQkt7aKiSSdXljjq4J9/UG3XStQKoQ7pBw5o2EghzIaCghSvDSInloK7PWvUAPLycL+gQB99uO7do1pZOnOjFkdoheLp6UlNGdu1Q8dG6cb3NW3hDQ6mH2oZjYy1xN27QBLpsmjVqpRwupwcjZsEH5CfL8ZAqmDSyesscdRBzZpAUhKiaqfgcmod3L8PHD9eLC5GK5Q38z8A95AQVPrrL6QOHQqkpsIvMLBE1WlNkU1KOwwGfcVhPYAxhvv37yM1NRWVKlWCu7s78MQTwBNPICoJwHraTtMWXh1y4IC4bDYbddIkyhx7/33ggw9cJJWTSE6mkAZPT8Calj1OhitLHHXwQLHoWOUsVqIOAHo4a1pZ0lF7haIi8cEZFmam84CbG8K2bQMKC5H6yitAKT3RNMPNm5RyVFioS2VJoFKlSggr1kyvUSMqyJ6eTvcgY6Qzao533wVCQoDnnxdbgWgcs81zpQhtdfRQmLJKFeDvv2ksUUGSBVeWOOpAiJfwTgTQFwA9nB8UQ9YW6enU+kNHlqVTp+hjATRIm3t4GurXR7WdOxEyYgTymzZ1rYBy8847QEIC8PXXGtXYy8bT05MsSsVwMzB06ABs2WJASgpw+bLibblsJyMD+PhjWn7uOWVlkZEylSU9tTzx9wcGDFBaCiNcWeKogwc3eWTePmOLMc3GS/znP8Drr1O7E51Q5iANAJs2AQDcH7w0zcGDVPArLExXBQ3LJCoKOHwYUc9exBZQU964OA0qS0JgcEAAULGisrLIBGPifRgcDNSta2YjPRamVAnK27Y4HMB4k/smn0fr1rQqKYkCGjWJu7uugrutUpb0QmGhWBVVR9ZBq8jNBXJyEFX9inGVJuOWVJRFJRdnzwK3b9NyadZdXVmW/vkHWLIEOHNGaUkAcGWJoxaEmzw72yR4WBrQyFEOQVlycwPatVNWFqdz4wYpTO7uVBKhPCHEDlY4blylSQuvDpMsrJqwCJ/37l3tZ8T9+CO1OvnzT6UlAcCVJY5aaNaMMpCSkrRfyTs6mlqd3LyptCSykJlJBQoBoGVLCiUwS2ws0L498OijLpPNKVSvTjEvSUmkMJUnHjxsq9w9h/r1adWhQxosCF1elaWAADGYXeuuOBUVpAR4zBJHLbi7Gx9Mmq7knZlJVXQBYP58ZWWRifh4sXSSRRecmxttrIcswIoVdRPrYhMSN05UFLl+cnOBw4dJD9YMOlaWDIYyrsXQoWLKvZZRUasTgFuWOCqkfn2q5wiQZUlTPSGFGzwwUDcPW6vjlYQH0/Xr5MbiaI9iypKA5iYtOlOW7t8nhRUgI3xAgIWNFywAFi4sJQJcIxQVqa4EC1eWOOph5kygTx8Y/v7LaF1KSwMuXFBWLJu48iAwVieDNGCDshQWRtbBwkKx8q4WWbiQalZs3qy0JK5Hoixp2sI7fz65hR95RGlJZOHgQXH+ofsEC4BCGPLzyYwm9J1UGK4scdTDsWPAtm3AiRPandWqzM/uKNJ05cqVgQYNLGzs7i4ObFrOxtmyBZg3TwzUKk/Urk0+nrZt0bKlWDVBU/cgQIp7VBT91QE2Z6Pm5FDna60iTDqrVVONO5ErSxz1UMqsVlNB3sJNrhLTsaNcvAikptJyx45WFNLVQ+qyDq2DVlOvHrB/P7BkCby8gLZtafX587rJV9AkNilLCxdS0zgtF+NUoRuVK0sc9SB50HboIK7W1KxWZX52R7F5RqsnZUkn19ARNJmZeu0a8NZbZB3UAYyRRxGgWKUy+wKHhNBfLWfDde0KbNggVmFXAVxZ4qgHyYO2cmXqUQUAiYkaKoadm6urVic2K0sNGlD3ei8vp8nkVKQFKcuzssQYUFCgzbilkyeBzz+nhrI64OpV6ikLAB06lBPrbnAw0L8/0KeP0pIY4coSRz0Uu8mFh3NeHrXp0gQ//0wK06hRSksiC9IHpNTaVyqffEKN5MaPd5pMTuXGDeq14+amm3gXm3n+eao+v3ixNi1LOrMM2m3dTU3V0CxT/XBliaMehJs8ORnIz9du3JKbm2qCEh0hJ0dUUhs3Fhua6xphNl69OlkIyyPu7nTxr15FzZr0VQB0D2qiIoQK410cwWZlqUoVwNublgWTlNZYvJheKsqq1YyydOfOHcTExCAwMBCBgYGIiYnBXQuNw/Lz8/H222+jRYsW8Pf3R/Xq1TFq1ChcF0zsD+jZsycMBoPJa/jw4U7+NByzVK1K7pvgYODWLe1mxOmEQ4coexcoJ+nKAHfBASYWXoNBLBKbmUkeLtWjY8uSdAJZKgaDmI2rVVfcBx8Azz5LVVFVgmaUpWeeeQaJiYnYuHEjNm7ciMTERMTExJS6/f3793Ho0CG89957OHToENasWYPTp0/jUTOtGMaOHYvk5GTja+7cuc78KJzScHOjETk1FQgLQ4sWlNQBaMSydPYs0LkzMGaM0pLIgnSQ7tTJyp3S0ij1vFYtsey3lnj8cfoNrlqltCTKUYo7HNDIpEVHlqW8PKqxBFCx3uBgK3fUctySCgtSAhppd5KUlISNGzciLi4OHR+o1j/++CM6deqEU6dOoZEQCSwhMDAQW4S2Ew+YM2cOOnTogMuXL6NWrVrG9X5+fggrr/EJakMSGOzhQU1bd+2iwpSpqWKihyq5cIHSVjIylJZEFmw2/wNUufzgQQoQTktT+QUrhQoVxP5a5RELytK+fRqYC+hIWTp8WAw7ssm6O2AAlYFQkbJhNampqitICWjEshQbG4vAwECjogQAUVFRCAwMxN69e60+Tnp6OgwGAypVqmSyftmyZQgODkazZs3w5ptvIjMz0+JxcnNzkZGRYfLiOAdNxS3p1Pzv708tFqzC01MMjNbirJZTQllq21bsJ6wJy5KO7kO7JiwAMGUK1Vvq0kV2mZyOMG6oqCAloBFlKSUlBSFmZqghISFISUmx6hg5OTmYMmUKnnnmGQRIGuuMGDECy5cvx/bt2/Hee+9h9erVGDx4sMVjzZgxwxg7FRgYiHAd3JSq4ddfKV30s88AaMwFoKNihteuiR+nQwfxYWkVWo6XePNNYNw44MQJpSVRDuH3e+cOcP8+/P2BFi1o1bFj5KVUNUeOkIW3Xj2lJXEYu5UlLaPScVRRZemDDz4oEVxd/BUfHw8AMBgMJfZnjJldX5z8/HwMHz4cRUVF+O6770zeGzt2LPr06YPmzZtj+PDhWLVqFbZu3YpDhw6VerypU6ciPT3d+LoiXFyO46SkUMuTB456bllSBul3bfMgreV4id9+A378UTeuVLsICAC6dweeeII6uEL8DTAGPBiS1UvNmiSw0KtFwwjKko8P0LKljTtnZ2vzHlRhvBKgcMzShAkTysw8q127No4cOYIbZlIIb968idDQUIv75+fnY+jQobhw4QL++ecfE6uSOdq0aQNPT0+cOXMGbdq0MbuNt7c3vIXUTI68FHvQ1qxJhopr16gLQ2GhjVYOV6LSm9weHJrRalVZKiwUqx7r4BrajcEA7NhhsioqCvjhB1qOiwMeekgBucoZqanUZgag2E2bPFLx8ZRoUbOmOInTCiq1LCmqLAUHByPYivD+Tp06IT09Hfv370eHB5Xx9u3bh/T0dHTu3LnU/QRF6cyZM/j3339RpUqVMs91/Phx5Ofno5qKAsvKFWYetB07AmvWiKnLVsfPuBodWZZsTleWIlxDrQ3SN26I2jhP+DBBM5W8d+wA/vqLYnUee0xpaRzCIeuuUBwrOZmKrGqpZtiECUCvXuJnUAmaiFlq0qQJ+vfvj7FjxyIuLg5xcXEYO3YsBg0aZJIJ17hxY6xduxYAUFBQgKeeegrx8fFYtmwZCgsLkZKSgpSUFOTl5QEAzp07h+nTpyM+Ph4XL17E33//jSFDhiAyMhJdtBgYpweEeJfr140V8DQTt+ThQdM/lc2IbCU/X3S11KkDlGG8LUndutTypGpV2WVzKoJyV726is2XLoQxYypWw4aAkBcTF0dvqZKdO4H//Q9Yv15pSRzGIetuaCj9hgsLVVXY0Spq1aJWJzb7HZ2LJpQlgDLWWrRogejoaERHR6Nly5ZYsmSJyTanTp1Ceno6AODq1atYt24drl69itatW6NatWrGl5BB5+XlhW3btqFfv35o1KgRJk6ciOjoaGzduhXufLBUhrAwqrdUUGBsd6+ZuKXDh6nyccOGSkviEEePUrgDYGdQ6ZAh1PJk1ixZ5XI6KjX/K8KsWVTkbNIkAHRLCvdhaipw6ZKCsllCR2UDHFKW3N3FtHstN9RVEZqxzQUFBWHp0qUWt2GS6U7t2rVN/jdHeHg4dhTzzXMURkg9v36dBr5q1Yypy4WFKrcsAVZ0uVQ/5TIDB9BVzJnD+PuTVUniDo+KAjZtouW4OKB2bWVEs4hOXOEFBRSjCZCxXTC420TNmnT9rl61srGjCigqAj79lGQfPlxVDbm1P7Jz9Ed4OBUzfJCjLE1dPn5cA6nLGkdauqxcKUs3b9JfjT9oZaGU2EEB1U5adGJZOnoUyMqiZbsjQrSYaJGaCkybBjz3HCUaqAiuLHHUx5495Gfv1cu4SnhoFxWpNHV55UrqCTJjhtKSOIygLPn6ApGRdh4kOposhEeOyCaX0/n4Y9LE331XaUmUR1AYJQ9aqXFCte5wnViWpBMWCzlMlhGUJS254YTfW1iYqgpSAlxZ4qgRM/Fiqo9bOnGCptsXLyotiUMkJ1PXFoAyj+0er27eJIVXS7NagNqcFKvwXy4RHrQ3b1IcHqiZvRCOd+iQ2IZDNWRlAUJzdY1blqTKkt2Wpa5dgeefpxtZK6hY2eXKEkcTqD4jTsU3uS3IMqMFzFomOBqicmWxi/X168bVwqQlLw9ITHS9WBYRfmsBAfTSMHv20F9fX6BVKzsP8uSTwIIFwFNPySaX01GxG5UrSxz1ERcH9O4NjBplXNWwIfVoBciypLrUZZ1kUgmDNOBgWymtxUsUFgIDBwJjxwL37iktjfIYDGavoaonLQ0akKw7dyotiUNcuyZmG3booDpvlHNR8aSTK0sc9ZGfD/zzj4mZQ5q6nJICXL6skGyloZNMKqllqVMnBw6kNWUpORnYsAFYtEgXbTJkoW9fYPBgyrB4gFRZUp073N2d0sbsNsWog9hYcdnhcn/Z2cDp0xTsqQVUbFnSTOkATjlC+qBlzJgV0bEjsHkzvRUXB0REKCRfcRhT9YzIWrKzKRYFABo3phgVu9GassQLUpbk229LrGrRgnTJnBwVWpZ0gmyu8MJCoGJF+nv9ulh3Sc2oeBzlliWO+hDK3OfmArduGVdLZ7XS2ZfipKeLeb4qnBFZS3w8GfUABwdpQHvKkk4sg87G05P6lAGUCPCgbqw6mD8feOstFZq8bEPqCnfIuuvuLo6lWmk9tGABWXi7d1dakhJwZYmjPry9qc4SYJL2Kh04du92sUyWuH2bKvSFhQF+fkpLYzeyZOAI1KpFgWYNGjh4IBehk5gz2WFMnAg8QLWuuNWrgc8/p2JsGkVq3W3SBAgKcvCAtWrRX9XFLZRCw4bU6kSFvRm5ssRRJ2YsE5UrA82b03JiYokxXDnq1qVptiRrSItIZ7QOW5bq16eWJ3/84eCBXAS3LJVkyxZKx5LUOwNUHOSt4ngXa4mPp+rdgAz3IKA9ZUnFcGWJo05KceMIFo/CQpXNagHVVZy1BcZEy1JQkObb29mOimMlFKNKlRItTwAVV/LWwTWULV5JQPgutKAsXbxIhWHXrFFaErNwZYmjToSWJ8I06wFdu4rLUksIxzFOnxbDwzp31kWLO9vQSTFDWRG+i5QUKqwkWS30Ktu/nyYuipOZSbGDgKavoazWXUBblqWEBKqe/9lnSktilvI2JHK0wpw5VAH6lVdMVktjaVQTt/TWWxRQpdIZkTXIPqMFgIkTKfbgp59kOqAT2bKFHrgDByotiXoIDqZGpoxRaQUJgisuKwtISlJAtuII1q/AQMoA0yDFrbuNGslwUC0pSyqPG+TKEkedlOLSql1bTPCIjS1heFKGhATyR6gmiMp2ZA3uFsjJIYVXK5k4FSrwGktS3NxEE5IFV5wqMlNV/qC1hjNnTK27snj1mzShlidPPy3DwZyMoNAJCp7K4MoSR1MYDOLDPCuLunMrjg6CgwXzv4eHmBruMForH8ApSSnXUJqZKlW0FUPlD1prkN0FB1CixYIFwH/+I9MBnYhwDVVTQM8Urixx1MmNG9TyJDKyRG8TVcUtSQtSanRWe/u26Epp00bG6gdaUZYSEoB+/YD33lNaEvVRyjVs1448dACwa5eLZTLHc8+RjN98o7QkduMU666WEHq8qFTh5coSR51UqEAtTxITgYwMk7dUFbd0+zZw/z4ta9SyJHWjyDajBbSjLCUlUWl4VTz1VUaXLtSQtW5dk9U+PtS3DADOnSsR0uR6hFYnxeTUEoKyJKt1FxBbnty+LeNBnYDKrYNcWeKoE39/KqwElIh5adVKbFe1e7fCTXWF2VBoqGbjXZw2o9WKsqRy87+ivPIKsGoV8MQTJd6SWngVn7RonDt3gBMnaDkyUubatk88QdHiv/8u40FlJieHsi4B1d6HXFniqBfhphEUkgd4eIgxE9euKZzooYMHrVNiJQBRWbpzB7h3T8YDy4zKzf9qpVs3cVlxZWnCBMpKVdzEZR+yNs8tjhYy4jw9qfL6hg0ONqV0HlxZ4qiXUpQlwHRAUTRuqaAAqFOHAik1SH4+1coB6OsWMg1lISCApsm9e6s7U1D4fWlY4XUqjJn0aBSQZmwp6sEsLATmzaNWJ0JzQ40h/f5knbAAorKk5qxUd3egaVNqdaLS4r5cWeKoFwvKkmpcAE89BZw/DyxbpqAQ9nPoEIU0AE4KKj10CNi6ldyUaoUrS6Vz4wa1PAkNLVF9slIloEULWj58uERooetISSElSdo4VmNIlSXZe8hqwbKkAbiyxFEvwsPLzE3esaNYZVrxjDgNs3OnuNyjh3JyKAZjqg8sVZTgYLKeFhaKMSUShElLUZGC9ZaE61ejBvnoNUZ2tmjdbdjQCfMKLShLf/4J/Pe/KinaZR6uLHHUS0QEtTwRorklVKwItG5Ny0ePit0qOLYhVZakMSiyU1TkxIM7QFaWmAPPlaWSSK01Ztw4qohb0rhlcP9+0XvolHtQqiwpmg1jgbVrqXTHtm1KS1IqXFniqJfBg8kNMH++2bcFtxFjCjb0bNWKos3NuArVTlGR+IALDgYaN3bCSebPp6nyiy864eAyULEixeNkZpK7iVMSoSSGGWVJ6g5XLG5J40kWTp+w1KhBcUA5OUBamhNOIAMaUHi5ssRRL2UE+iket3T/PnDkCGlqAQEKCOAYx46JFrnu3Z0UV+npCaSmUkdxNVOhgtISqJfatemvmWtYs6b49r59Jv12XYfG3ahOjVcCAG9v6tP4wQfq7ZCtgWuoPQcvh/MAxTPihBu8QgWKdtUYLnHBWXjQcjSChUQLgCYtFy+S4eLgQdNWKC5BsHip2CpRGgUFYp2zGjXE20V2Zs920oFlQCNxgypVMzmcB4wZAzRoAOzYUeIt6eCiyKxWav5XabqrJaTKklNmtIBpkL4a45a++ILSlVeuVFoS9SJcw1IUXsXjltasocKnQ4cqcHLHSEgQS5A5zbqrdlJTgdxc+vAqbhnFlSWOurl6FTh7ltLzzSAM1NnZwIEDLpQL0ISfvTQYE83/FStS6JVTqFmTgoTz8sxmUylOXBywaZNmixm6hJYtqQp0z55m31Y8bklodcKtu6WTkwOcOUMvtSFMOqtXJ7e9SuHKEkfdlOECkKa7mzE+ORcNV34+e1bUXbp0oeeNU/DwoAcZoM4geA2Y/xWnUyey3rz5ptm3mzQRiy7v2aNOA6JacXq8ksDcuVSX4J13nHgSO9HIpJMrSxx1IzzESnnQSie7iilLKr/JzeESF5xAGW4cRdHwNVQLBoMYP3j7NvUldhlnzwLDhgEffeTCk8pDUZGoLAUFkdLpNNRcxXvQIGp18t13SktiEa4scdRNGZalunVFw8WePS7udhAURK1O6tVz4UnlQTqjdar5HyDLRO/eQGCgk09kIzk5VJoC4MpSWTBG31UpPf6kvyGXuuJOnqR4s7VrXXhSeUhKIuUSoO/PqYlqai5M6eNDrU6cFgsgD5pRlu7cuYOYmBgEBgYiMDAQMTExuFtGJcLRo0fDYDCYvKKioky2yc3Nxauvvorg4GD4+/vj0UcfxVW1d0kvT5ShLBkMoivu3j3KxnEZX31FsVRDhrjwpPIgWJa8vYH27Z18spkzqeXJwIFOPpGNCLNsPz9SfDml06MHEBYGbN5s9m2psiS1WjodDddYclm8EiAqS8nJFEzNsRnNKEvPPPMMEhMTsXHjRmzcuBGJiYmIiYkpc7/+/fsjOTnZ+Pr7779N3n/99dexdu1a/Prrr9i9ezeysrIwaNAgFBbrg8RRCGEQvHKl1GAIReOWNMjVq8CFC7QcFUUKU7lE6oIrl2lINlCtGv0txZXapo1Yqmr7dhcWitZw3KDL4pUAqjrr50fLarMuffQRtTpRuZFCE8pSUlISNm7ciPnz56NTp07o1KkTfvzxR/z55584deqUxX29vb0RFhZmfAVJZpDp6elYsGABvvjiC/Tp0weRkZFYunQpjh49iq1btzr7Y3GsoUYNGqhbty61UydXlmzDpS44KWqb0WZmkkVJg1YJlyPU6CjFwuvpKWbFJSe7MOlKo5YlxkTLkr8/EBnp5BMaDOI1FGZKauGrr6jVieCTVCmaUJZiY2MRGBiIjh07GtdFRUUhMDAQe4WKXqWwfft2hISEoGHDhhg7dixSU1ON7x08eBD5+fmIjo42rqtevTqaN29u8bi5ubnIyMgweXGchIcHcP06NVAqJTVY2nxy924q9OZ09u4lRU7DLjjABTNagKyCoaGUMqWm3lRPPEGtTtatU1oS9WNFkL402WL7dmcKI0GjlqWLF4Fr12i5c2cX9f+tU0c8uVq4d4/uQUD1Cq8mlKWUlBSEhISUWB8SEoIUC7VbBgwYgGXLluGff/7BF198gQMHDqBXr17IfTDDTUlJgZeXFypXrmyyX2hoqMXjzpgxwxg7FRgYiHChdxJHEQwGcaDOzAQSE11w0gsXSIlTa68lCwjKkru7i6oth4RQ4TnpwKgmVFzbRTWUYVkCuLJkCy6NVxIYPhx4/32gbVsXndAKhOsXEKC+BJBiKKosffDBByUCsIu/4uPjAQAGMzEFjDGz6wWGDRuGhx9+GM2bN8cjjzyCDRs24PTp0/jrr78sylXWcadOnYr09HTj64oa0zHLGVJXnEsGao2mnKelASdO0LI0zsSpeHuXGfPCUTlWWJZcHrdUUCC6bjSmLP37r7gsHbucysiR1B9OTcqS4BJ0Wp8X+VBUWZowYQKSkpIsvpo3b46wsDDcEFJ8Jdy8eROhgv/FCqpVq4aIiAiceeBQDwsLQ15eHu7cuWOyXWpqqsXjent7IyAgwOTFcSI//US+tjfeKHUTl8ctabSYoVSRdNkgDZSZ1agI/fpRq5OzZ5WWRP0I1+/uXSA93ewmLo9b8vAAsrJEN69GYAz45x9a9vEBJNEl5Q9B+RZchCpG0Ua6wcHBCA4OLnO7Tp06IT09Hfv370eHDh0AAPv27UN6ejo6d+5s9flu3bqFK1euoNqDWW7btm3h6emJLVu2YOiDvkLJyck4duwYPvvsMzs+EccpFBTQyHv6dKmbNGkCVK0K3LxJAcyFhU6sSg2IN7nGLEvCIA1Q6SOXUbs2tRZRi2WpoADYto1+KD4+SkujfipUAGJiKKvKQlBgz57Axo20vH07zXGciru7qvuJmeP8ebFqRdeuLsxGLSwUT96rl4tOWgaCZUkDypImYpaaNGmC/v37Y+zYsYiLi0NcXBzGjh2LQYMGoVGjRsbtGjdujLUPipNlZWXhzTffRGxsLC5evIjt27fjkUceQXBwMJ544gkAQGBgIMaMGYP//Oc/2LZtGxISEjBy5Ei0aNECffr0UeSzcsxghQvAYBCDldPTgSNHnCyTcJPXrevkE8mLoCx5eJj29HI6arMsXb1KDw8vL+pJxSmbxYuBWbPE3iZmeOghcdllcUsaQ+qCk35fTicjg7TX3r1LLS7qcriyJD/Lli1DixYtEB0djejoaLRs2RJLliwx2ebUqVNIf2Aidnd3x9GjR/HYY4+hYcOGePbZZ9GwYUPExsaiYsWKxn2+/PJLPP744xg6dCi6dOkCPz8/rF+/Hu5ONUtwbEKa8mohEMJlrriiIk2ZjwWuXweEShsdOrgoXklAuIZqsSxJYyWcWjq5fCGNW/r3XyfHLX3/PbU60Vg2o9S661IDT+XKYhC1WiYtixcDx47RdVQ5irrhbCEoKAhLly61uA2T3Jm+vr7YtGlTmcf18fHBnDlzMGfOHIdl5DgJoWjg/fvkZzOTGQmUDPJ+/XUnyZOZSfm+ly9rygUgndG63ArftCmdtE0bF5+4FM6fp78aUnYVhzHKaszLA0rJAPbwoOyuDRuoUfPp04DE+C8vO3ZQqxMNBf0wJt6HFSooEGtdpw6lC1+4QPek0vj7A82aKS2FVfApFUf9eHuLSonwkDND8+Zi14qdO53Y/TwwkEa8c+dcVCBFHqQzWpea/wHykW7bRtk4akBD5n/V8M031PLEQqIF4MISAhpUeE+eJCUSIKXS5VUr1Gbh1RBcWeJoA2FAtKAsubmJ1qU7d4DDh10gl4YQZrTe3i6qr6RmuLJkO1bEDgIuVJY0eA0Vte4C4nelhireZ84AY8cCGvHqcGWJow0iI4F27crMXJJmeDmtY42aqlBbyYUL4vjYuTPg66uQIPfvAzk5Cp1cgrc3xXBo6EGrOIKyVMaD1iX1lrKyxIKwGrqGigV3C6jJsnT0KDB/PlBGeI1a4MoSRxvMng0cOAAMHmxxM2kSo9OUpeeeo1Ynixc76QTyo/ggDQCDBlGMQhlFYV3CwoVU0PCpp5SWRDsISsmtWxS3VwpC3BJALqeTJ50gi6CwSYOWVU5RkXgfVqpE7S5djposSxqzDHJliaMrGjYUw5t27XJS79Zz5yi1zMvLCQd3Doqb/wHxoXbunEICmMFCpX5OMQICxLIBFtzhgKmFd9s2J8iisQctQElfQrefHj2cXAeuNFq1opYnkycrcPJiaOwacmWJoy3KiNo2GETrUnY2EBvrBBk0VmNJWjHY3x9o314hQYTvq4wHLUfF1KtHf8tQeKUW3i1bnCDHrVsUHa2RBy2gcIKFQK1alGShhlR9rixxOE7g7l3KQa5QAcjPt7ipU+OWcnLEduEauclPnyZDGEDuEcUMYsKDVmllafNmKvk+caKycmgRKxXeFi2ooj5AVk0LRb/t47nnaDa0cKHMB3YeqrDuqgmuLHE4TiAwkOoaZWeLfdlKwanKklDMzd+fWj9oAFXEKwHig1ZpN9zp0xRIc/WqsnJokUGDqIBZu3YWN3NzE+/DzExg/34nyOLuTq5BDVBQIBbKDQ5WuLTQ5ctk7lMyyJsxzRX25coSRxsYDFaVDwCowb0wGB04QEYp2ZC64DQS7yKNGVF0RitYli5dcoKpwQY0WJ9HNYwYAXz5pWl9gFLo21dcdlqyhUaIjxf7Dz/0kMJF4998E4iOBn7/XTkZbt6kia/BoJlm5FxZ4mgHG2JehFltUZHMrU809qAtLBSVpcqVqQKDYlSrRin7hYViJ1El0Jj5X6s4LTOVMVLWhg8XI6ZVzubN4nK/fsrJAUAdGXEhIWRyPHFCM4kyXFniaAdBWbLiJnfaQB0cTKksikVJ20Z8PBXoBOg7UbTloZsbBZaOGaOsVU5jAfqqgjGqb7RvHym9FqhVC2jQgJZjYy1WG7CNtDSaAa1YQe5wDSBVlqQWN0WQ9tpUkgoVgMaNlZXBBrTTq4HDsdINB4ipuYWFMitLQ4fSSyNIB+noaOXkMPLzz8qenzFuWXIExqjGWF4e3YdlfId9+1Kh5oICakH08MMyyCBcvxo1yixSqwbS04G4OFpu3FgFXqf69emv0rGDGoNbljjawQbLUkCA2F/z5Ekxga28Ie0lrQplSWnu3AEyMmhZmGFzrMfNzaZJi1NKCAgPeY1YBv/9VzTCqeIelCpLTmugWQb/+x/w4otOqu3iHLiyxNEODRtSm+5WrazaXPbCeIypo1WHlahuRiuQna2c9nrnDvXjaNxYwZ4vGsfKWkuAaTCzbBbes2fpr+DjUzmqs+6Gh1ONqtxc5TJC//gDmDevzMxmNcGVJY52aNKEgnDmz7dqc+msVjpg2c2tW4CfH1kkyqj1pAb++UdlM1qATF1+fsCjjypz/nr1gIMHgaQkZc6vB2woAVGpkhjed/w4kJwsw/nPnKG/goVE5Qhjj6en2OhbUTw8ROugoHi6GuG8GrmGAFeWODomKkps6LlpkwwW5zNnyLpUWEgjn8pRVQaOQHg4/T13TpMNiTmwubio7JMWQVnSgGXp3DlRp+zSRRyPFOedd4CffqIJqKvJyABu3KBlrixxOE6ksJBcOWXg5SUO1GlpZJRyCA0N0oD4YPLyUsmMFhDjhNLTxTQ9V8IVNMexsbioVFHfsEEmGTw8NPGglcZpqca6CwDPPguMHk3lPFyN8LupWlUzTZABrixxtMa0aZQu/PnnVm0+YIC47PBArSFl6exZceLftauKMqz9/MQBWolsnJ49qWKphgJLVYc0ZskK5bNTJ/GZuGmTDPVIY2OB+/epp4rKUV28khrQoAsO4MoSR2tUqECBiadPW7V5eVWWVD1I2xAgLDtHj1IhPNVojxqkbl3gtdeAjz6yyrft4SH+Bu/epRJNDuPpqXDRsLIpKBATS6pUUbggbHHu3yfhVqxw/bk1FqAvwJUljrYQbjBBcSmD8HCx9cn+/eSOsxuuLMmDMKO08hrKxq1boutPY7NaVeHrC8yeTY2IrVRYBg4Ul//+2zliqY24OLFKRZ8+Crc4Kc716yTUc8+5vnxASgr91dg9qKbLx+GUjY3KEiBalxhzIMCUMc0oS7m5Ypp2SIjVlRZcR8OG9NdK66BsCDPaGjXIHchxGf37i8sOWXhnz6YCavPmOSqS0/nrL3FZauFWBRERpOhmZ8uUomgDX31FWuTEia49r4NwZYmjLYTZyO3bVveFksUVl5sLPPkkBQCpvBjejh3AvXu0PGCAyma0AAWxjB7t+r4PGlF2NUFmJnWpPnLEqs3Dwqi8FQAkJDjwfE5IkMFE7BoEZclgUKGy5OkpJlsoUT6gYkVNBXcDXFniaA1/f7IMAFZbl7p2laGEgI8Ppdru2qX6FgvSGe2gQcrJUSo9e9J3OWqUa8+rsfo8qmbuXKBDB+Djj63eRaowbNxo53k1ovBevkzhcQB9TSEhyspjFuE7VKrWksbgyhJHe9joipOWELh5k2oS6hXGgPXraVkaWMuBZh60mqBRI/p76pTVu8gSt6SRTCrphEWWfnjOQPgOXaksJSWRRXnKFNedUya4ssTRHr17k0ssLMzqXRx2xaWlkStO5Zw8KbbO696deuSpktxcGjitdKXKQu3aFMAlRPxz7EdQls6csdpU27EjULkyLW/ZYkcR/PR0mu0AmlKWVGndBZRJtDhxggIqd+xw3TllgitLHO3x7rvAqlU2xbxIlSXpQGY1L79MWUA//mjHzq5DE4M0ADz2GNC0KfWIchWffAIkJqp4qq8h6tQh0+X9+1b3+XN3FwtUpqfbUepKsICEhlLMi0oRsvIBoHp1oHVrRcUpHSUsSxp2hXNliVMuCA8Xa9jt329HgKnQ6kSJirc28Oef4rKqdQLBFWaDG4ejIjw9xUQHG7IapZMW6W/VKjTiRv33X7Hf9sCBFOCtStq1AxYsAL77znXn1Igb1RxcWeJok6Ii6phtQ/uKxx4Tl4W4HquQlg1Q8U1+5w6wezctN2ggZuirEsGN46ryAQUFrq8no3eEH5iNcUtCdubvv9vYfYYxUtBU/cPWSLwSQBa6558HOnd23TmF34rKFV5zcGWJoz3y8yntNDwcSE21ejepsmST9+fGDcrFd3NTddmAzZupbR6g8kEacH2tpeXLKSVyzBjXnK88YIfCGxxM2akAzT9OnrThfE8/TVXf58+3YSfXwphoMZMmlnAekJREf5Vo4OsgXFniaA9PT+ofANgUnNi2rVh1YNs2ICvLyh2F2VBEBI2AKkWqAGpGWTp7VtTwnElSEhXg8/Z2/rnKC48/Dnz5JTBihM27CdgVsqZavxZl2l65Qsu9eoklS1TLiROkfAomaWeSliYmdAiKtobgyhJHm9jhAjAYgEcfpeXcXKq5ZBUamA3l5orm/0qVgB49FBWnbGrVIsUlLw+4dMn559PANdQcXbsCr78OtG9v025SC+/vv1u5E2M2+uyUYe1acfmJJ5STw2qWLAHGjgV++cX557p+nQpORURosoK+ZpSlO3fuICYmBoGBgQgMDERMTAzu3r1rcR+DwWD29b///c+4Tc+ePUu8P3z4cCd/Go7DCA894SFoJXa54k6coL9Nm9p0Llfyzz9iH6pHHiHjm6pxcxPjFlzhihOuIVeWFKduXTHZYt8+K5MtLl0iH16vXqpWmgRlyWAwHWtUS+PG9Ncmf6idtGxJIQ3Hjzv/XE7AQ2kBrOWZZ57B1atXsfFB6ddx48YhJiYG6y1E6iYXuws3bNiAMWPG4MknnzRZP3bsWEyfPt34v6+vr4ySc5yCoLjYqCz17ElZx5mZZIkpKKAMaIt06ULt0rt3t0dSl7Bmjbg8eLByctjECy+QhufsOLC8PIp1AbiyJDdHj9LDr2dPm+qePfaYWOF63TrgxRfL2OHkSWpxdOOGat1wp06Jw1HnzhQ/rXrsnHQ6hL+/684lI5pQlpKSkrBx40bExcWhY8eOAIAff/wRnTp1wqlTp9CoFP9nWLGb948//sBDDz2EusUGZz8/vxLbclSOoCwJFgMr8fam9OWVK2ns3b2bxnmLDBtGL5VSWChayfz8NFS1+7XXXHOeM2foS6pYkQrfcORjzBjqEbdmjU1+p8cfB/77X1r+4w8rlCUNuFE154IDxNihlBSaEFaqpKQ0qkYTbrjY2FgEBgYaFSUAiIqKQmBgIPbu3WvVMW7cuIG//voLY8xkwyxbtgzBwcFo1qwZ3nzzTWRmZlo8Vm5uLjIyMkxeHBcjKEsXL4pdY61EGmAqtcholT17xMLGAwZoMhzAuUgftCq1SmgWIXbQRjdOmzZAzZq0vG0bWXotwpUl5xAYKE4gnF3zrHt3oH9/4Px5557HSWhCWUpJSUGImU6EISEhSElJseoYP//8MypWrIjBxXwUI0aMwPLly7F9+3a89957WL16dYltijNjxgxj7FRgYCDCw8Ot/zAceahShbJwpkwhN4sNPPywmBS1alUZ5Xdu36YHgc29GVyHVOHTzCAN0Bd/9qwd1QltpEoV+mJsqPjOsRJh0mJjHIrBIE5a8vKsqHsmKGMqVZauXaNitwCF5qi4wkhJhLglZ7ri7t8nM/6mTaquvm4JRZWlDz74oNQgbOEVHx8PgIK1i8MYM7veHAsXLsSIESPgU6xj/NixY9GnTx80b94cw4cPx6pVq7B161YcOnSo1GNNnToV6enpxtcVIVeU41qWLgVmzBAbTllJQABNcAAKLrWYNfvHHzRAq7R3CGPijNbTUwMlA6Tk5JBl4pFHbKqXZTMPPUQapeD34chH8+b0146g3SFDxOUVK8rYWOWWJWlWn2ZiBgWE79SZQd6nT9NgFRREgfoaRNGYpQkTJpSZeVa7dm0cOXIEN27cKPHezZs3EWpFFN2uXbtw6tQprCjzjgTatGkDT09PnDlzBm3atDG7jbe3N7x5vRZNM3SoGOezcqWF2G1hkFZpXZCDB4HLl2m5d2+NhRz4+dEU/Nw5etiasR5zVI7QlDgpycpsCZEuXah7UHIysHGjhZCZtDR6Aaq9D6WPFk1ZdwEKGHvySVHxdQY6cIUrqiwFBwcj2Aots1OnTkhPT8f+/fvRoUMHAMC+ffuQnp6OzlaUal+wYAHatm2LVq1albnt8ePHkZ+fj2oq7wHGAc1Ubtwgq0TLljbt+sgj5IrLzSVX3FdfUaPPEqg85Xz5cnFZczNagB62584Bx46RBUhuioqovkuNGpodpFVNnTrUYDo7m66jDcqMuztZl77+mlxx69YBo0aZ2TAzk1yo9+6pMiDv6lVg1y5abtxYLIugGVwhsMrHUWvQRMxSkyZN0L9/f4wdOxZxcXGIi4vD2LFjMWjQIJNMuMaNG2OtNMoOQEZGBn777Te88MILJY577tw5TJ8+HfHx8bh48SL+/vtvDBkyBJGRkejSpYvTPxfHQXbsoKlpsVIQ1lCxIvWpAkjfEga7EqjY/F9YCPz6Ky17etr1NSiPA24cq7h4kdrihIby3nDOwM1NtC4dO2bz7tIk01IN/3XqUC+fPXtsl88FSOV++mmuk5tFqBOhOU1SRBPKEkAZay1atEB0dDSio6PRsmVLLFmyxGSbU6dOIT093WTdr7/+CsYYnn766RLH9PLywrZt29CvXz80atQIEydORHR0NLZu3Qp3s2YGjqoQAhPPn6eZrY0MHSour1xpZoN794ALF2hZhQUpd+0iowlAWXBBQcrKYxeCsmTHg9YqjhyhvzVqiB1cOfLywQcUoW1H2fioKDErbvNmyqfQGlLrrmbrGa9dC0ye7Lwgb+E+tNEDoCoYx2HS09MZAJaenq60KOWLoiLGKlemRgiHDtm8e2YmYz4+tHtICGP5+cU2iIujN0ND5ZFXZsaNE3pAMLZ8udLS2Mnhw/QBKlWi6yk3H35Ixx81Sv5jc2ThjTfE3/GCBWY2UPG4evq0KHubNkpL4wB9+9KHmDdP/mPn5zPWrRtjAQGMpaXJf3wHsfb5zadaHO1iMIgzlcOHbd69QgUxeyw1leq9mCAc04pYN1eTlwf89hst+/tTDJYmadSIglfu3rWy74WNqPgacgipK05wKxspKiLTU40arukhaCNSq5IZ54V2EMZRwV0mJx4ewM6ddI8LDdA1CFeWONqmdWv6m5ho1+7PPCMu//xzsTc7dCAXw8iRdh3bmWzaBNy5Q8uPPabZDgIUZf+//9FTxxn1VwTzP1eWnEdhIZVmmD6dMiZspH17oHZtWt62jWoWGbl0iQK809JUV32dMVNlScVF/stGUJaE+8UZaDyYSxPtTjicUhGUJTssSwBZloKCKFZi7VogPZ2K2hqPLRxfZUgHaanCp0kmTXLOcbOyxJ5wWo6VUDtubsDzz9PN8/jjNn/XBgNlwU2fToakpUuBt99+8Kbw8G7aVHXdoQ8fFksTdetGeQSaRQi8PnqUtEA5FZvCwlJSjbUFtyxxtI1gMUhMtKsbube3aD7PyRFdW2omI0OsERUUxAtTl8qxY/SbqFYNqFpVaWn0i8EgBurbOWmRlgz4+WfJrSwcT4XK7qJF4rLmJyxNmpBCc/u2mDUiF717Aw0aUPayhuHKEkfbNG0KTJwIzJpFMxg7ePZZcdnoiktLo8IvQsVHFbFiBXUPAMj07+WlrDwOk5MDbNkCzJ0r73GDgynDx0w/SI7MCAV8LXQ+sES9emJh2KQk6s0LQLVZVHl5ZAEDaMKlaRccAPj4iH3+5HTFMUYT2bNnbe60oDa4ssTRNt7eVFHyuedsqh4spV07sYzS7t0PPDe7dlEwkLTrrkpYsEBc1oUecPcuEB0NvPSSzU2RLVK/PjBzJvDRR/Idk2Oetm3pr53KEgCMHi0uG602Ko05W78euHWLlgcP1rweQAgKqVBAUg6uXCH3rIeHWOpFo3BliVPuMRhMrUuLF0O15v/jx4F9+2i5VStxQq9pwsLIVcaY3W4cjsIIP8SEBLuLfz71lFige/lyIOfWPbJIAKq7DxcuFJeff145OWTl44/Jkv7GG/IdU0i8adJE8yZwrixxtI/Q0XrDBrsPMXKkWLPw55+BwsQHKbQqm9EWH6Q1nmAi4qAbpwRFRdqtcqhFmjQhV05mpqjg2EjFiqQwAWRs/GNNITBhAmVhqKhv4PXr1MsOAGrVAnr1UlYe2ahXj6LU5RxUDh6kv4LlUcNwZYmjfeLiKB3llVfsPkSNGuQJAihbeePeAPpHRdlweXkPrF6gSdqIEcrKIytSy4QcnD4N9OtHg7+dsWwcG/DwECcWMrni5v0aQI3j/vzTMdlkZtEi0Xg2ejQvDG+R+Hj6266dsnLIAL/MHO0jKDQXLoiBBHbw0kvi8vc3n6QZlopmRGvXis3XH39c0/XdSiK3ZUmIEI6M1EXasiaYM4eis4cMsfsQPXpQqBkA/POP87pv2EtBgZiHYDCYKne6YO5citXcudPxYzHGlSUOR1UEBYmZHPv3232Yhx8mszoA/I2BuFCvDxAQIIOA8jBnjrj84ovKyeEUBGXp2DG7ChuWQPgdtG/v+LE41tG+PQXxOqCcurkBL78s/v/91/kyCCYff/4pJsgOHEg9fnXF9u2UBSyHspSbS60FIiNVF3NmD1xZ4uiDqCj6Gxdn9yHc3YFx42iZwQ3zfF+TQTB5SEgQm643awY89JCy8shOeDiZygoK5Gm5IFiWuLKkOUaPBnx9qdDSzz/cR9aVO8oKJOGbb8TlCROUk8NpCPeLsXaDA/j4APPnk7XY19fx4ykMV5Y4+kAGZQmgVHxPTxqo51+ORk6Oo4LJg9SqNGGCjgK7BQwG4KefSCt0NE4sL0/MwuHKkmuZO5eKDp0/b/chKlcGRjxEfQIzEIilf6kjLz8pSewfWb++GOOoK+RUlnQGV5Y4+qBjR/q7b5/dqcsAZbE/+SRpImnpnli2TA7hHCMtDfjlF1oODARiYpSVx2k88ggpSnbWyzIiuPIqVRIDYDiuYfFiYOVKqlPmAC/X22RcnjPHoVtaNr79Vlx+5RWdBna3aUMfLDm5WJM+O0j6//buPSqqqu8D+He4X4Ixr4AaWnnJS6WigPoIqSk9qdlNMS/UY75Zr6ZZy7CnFH3L4LG0rMz09Zb3Cs31Ls3CUjOhLMHCMEsl0ZRIQ0ADQef3/rGbGUaGYWYYZsbh+1mLxcyZfc7szebM/M4++3JEXbh4CE+sbmqMundXTb0lJWokVD1Mn258vGCB6z+oly41duOZOPE6XjTXWbKy1O/evT2wCc7N9eunfmdm1uswPfK3oD9UwJWXB2zfXt+M1c+5c6rhE1BzQXlcx2694GC1KgJQv9alqirVqVurBX791SFZczUGS+QZfH3V1Nb799ev1+WuXYj+cgHiotRM0kePqv6OrnLpkpqgHFAXfPWYHeH6sHKlmo397Fn7jzF8OLBsWSP4Y7khfbCk72BnD50O2L8fM/Efw6a0tHrmq54WLzYuMfT446rR0mPFxqrf9anDQ4fUHyww0Dhq5jrHYIk8x5gxQN++agkUe61fD8yciZntjSvqpqXZtUavQyxfbpwuIDERuPlm1+TDaRYvVhPZ1Kdl4qabgEmT1BBoci79F+2PP6qZJe1x5AhQXIx7A3ejaxd14u3fr+addYWyMmOfQR8f4NlnXZMPpxkwQHXOLi+3/xj6yurXz2PuV3pGKYgc5e8hs/c8FmZYSP3rr+vdBcMuly8Dr71mfD5rlvPz4HT6L1tXfTNS/bRsqVaYB4y3Q23198nmFRuNmc8bb6O6qnXpvfeMcd+4cR7TUFK7hx5S3RmqD/2zlb5Vqn9/x+TJDTBYIs/y4Ydq/P/vv9u+7+nTahSPlxc0/fpi5kzjSy++6PzWpfffN/axvO8+GII3j6Zfen73bvv237tX9cT95RfH5Ylso78Vt3evffvffbe69zx5MsaMUbNKAGqOI2cP0iovBxYuVI81GuD55537/i4REFC/ddxETFuWPASDJfIsr76q7l198YXt++qbj3r0AEJDMWaMca7LffuATz+tfVdHq6gAXn7Z+Pzf/3bee7uUfqGt778H/vjD9v3ff1/NrbBihWPzRdYbNEjdr7J3Xb5bbgGefhp4+GH4+gLJycaXnN26+tZbxu5zDzyg5txsVOwZzZaXpy5WAwM9YuZuPQZL5Fn0X7b2BEv6SVT+bt3w8QH+53+ML7/wgvNGxr3zjnGm4HvuaUTTBbVqpUY2ArbXoYhaPBcA4uMdmi2ywQMPqEBp2TKHHO7xx4199T7/HNi1yyGHrVNxsbr2AlS3m7lznfO+biEzUzVl2zP7rf4cjItTrVQegsESeZZBg9RvfeBjLRHgk0/U44QEw+aHHlINTYCaL/GjjxyQxzoUFwOvvKIeazRAamrDv6dbGTxY/ba1DvPy1K3UgAD1QU2uERQEhITYt+/27apVsNpoSD8/04uW5GTnXLSkpRn7Kk2YoGbObzTatFGd9L/+2vb1Nv/5TxVlPv54w+TNRRgskWf5xz9Uk1B+PnDsmPX7FRSoTo1BQcZ+M1BXlPPnG5PNnGkcQtxQ5s1TAROgPqQ9YFkl2wwapKLEoiLb9tu5U/2Oj/eI5RU8gq23cRYvVl+ymzaZbE5MBO64Qz0+eBANPlnssWPAokXqsZ8fkJLSsO/ndm66SbUs6XTGliJrdeqkItoHH2yYvLkIgyXyLDfcYLwFs22b9ftFRqorqP37azQdDx1qbOw4edI0eHK0Q4fU9wWgsjFvXsO9l9saNEgFSh9/bNt+ZloGyUWOHVOz6nfoYH0zUHm5cQHXoUNNXvLyMh0N99xzxgsKRxMBpk41xnnTp6uPh0bnn/9Uv3fscG0+3ASDJfI8I0eq31u32rafv7/Zdck0GjWK1tdXPV+wQE1W6Wg6HfDkk8bvlhdfbATDlM0JCACaN7dtn9JSYwd9Bkuu16aNui1aUAAcOGDdPp99pkY2tG0L3HZbjZeHDgXuv189LipquEEPW7caGynbtAFeeqlh3sft6YOlnTuBq1et22f5cmDjRuDixYbLl4swWCLPM2KE+n3xonGdEEsqK+ucF6BTJ3U1q0+elARcuVLPfF5j8WLjOsDV369RKymxLl12tmp+6NzZOISRXCcgABg2TD1OT7dun82b1e+HHqp1mZo33zQu97N0KbBnT/2yea2iInXBordokWqsbpT69lVTlZ87Z2zxs+TKFXWF98gj9Zv9200xWCLP07atuqI9dMi62bzfekvdLtAv/lSLF180rsv6zTfGkTKO8MMPpnO4vPtu/SYiv+5dvaqGATZvDhw/Xnf6+Hj1TffBB1wPzl089JD6nZ5e9yRlf/1lXFdo9Ohak7Vta7w1LaIWlXbU7TgRNUWbvqvcsGEe1+3GNr6+xjq0ppPYl1+qP17TpsZRyR6EwRJ5Jv1MdtbYsEF9IVdUWEwWFASsWwd4e6vnc+dad8FVl4sX1cWYvo/EjBn2jdj1KN7e6kr1yhU1d5I1QkKM0w6Q6yUkqI72+fnGJtPa7NihFkJs1w7o08di0unTjefH6dOqP7gjJox95x1jN8cWLYD//V/G3Xj0UfXhlJhYd1p9y+D99xv7LHgQBkvk2YqLgcLC2l//8Ud1C8fHB3j44ToPFx2tWpgA1fjxwAPqu8BeV6+qz6Iff1TPb7+9YTuQX1f0Q4+XL1ermNemqMh1i/dR7YKDja1ES5ZYTnv8uAqQR4+uM0Lx8gLWrAFuvFE937Kl/qPVdu1SQZje8uVqyq9Gr18/1aqkH+FSm4sXVV8lQK3R6YEYLJHnWrIEiIgwnaTlWvqhZ8OHW92p+MUXjYN1zp8H7r3XvtVVRFQr0v/9n3qu1aqLs0Z9+626++9Xl/hnz6q1Lsy5elX1rYiKAn7+2bn5o7o99ZT6/cEHlmdkf/55NdT0mWesOmzbtqrBUR9XzZun1l+2xw8/qOskfR/m55/nGsw2W7dOrTjcsaPHNoszWCLP1amTurW2erX5aKaw0HiLp/plZR18fNQ0MJ06qedHjqjPh2rz6NVJp1OBkj5W8/ZWE142uuUULPHzAyZOVI9fe81869HWrapV4sQJoHVr5+aP6ta7twqY1q1TnYUtad3apuacYcNMF5r+179snzQ8J0fNVKGffHLYMOOEsFTN8eNqPgVzt1OrqoD//Ec9fvJJ1fTnieQ68fLLL0tsbKwEBgaKVqu1ah+dTidz5syR8PBwCQgIkLi4ODl8+LBJmoqKCpkyZYo0a9ZMgoKCZPjw4XLq1Cmb8lZSUiIApKSkxKb9qIHpdCLR0SKAyH//d83X/+u/1GsxMSqtjY4fF2nbVh0CUI+/+abu/S5cEBk50rgfILJypc1v3zicOSMSGKj+SNu2mb5WWSnSsaN6bfZs1+SP6ufYMZGcHLt31+lEnn7a9FyaOVP9a9Rl82aRoCDjfjExIqWldmfFs/3rX+qP1K9fzc/KM2dEBg0SadVK5NIl1+SvHqz9/r5ugqXZs2fLwoULZcaMGVYHS6mpqRISEiLp6emSm5sro0ePlvDwcCmtdkZMnjxZWrduLRkZGZKdnS133XWX3HHHHXLlyhWr88ZgyY3t2qVOco1GZPdu4/YzZ0QCAtRrX31l9+FPnBBp1874gevtLfLMMyKFhTXTVlaKvP++SHi4Mb1GI7Jihd1v3zgkJ6s/VkKC+e0tWojw3Ls+nDxp/LKtrDRezLz+ut2H1OlUgFQ9YLrjDpGMDPPXQEeOiDz0kGn62Fh1EUO1OHXKeNHy1lvm05w969w8OYjHBUt6q1atsipY0ul0EhYWJqmpqYZtFRUVotVqZenSpSIicuHCBfH19ZVNmzYZ0vz222/i5eUlO3futDpPDJbcnP6qqEkTkQ8/NG7/7juROXPqffjfflMXXNU/fP38RIYOVR/iL70kMm6cuvCqnqZJExEb/s0ar0uXRF55RaS8XD0vKxN58UXjH/Kjj1ybP7LO2rUiwcEiEyaI7Nsncu+9qv60WpGCgnodWqcTeeMNER8f03OsQweRSZPUaT59umo9qv46IDJ2rPFfiyx44w31B/PxEVm4UOSTT0ROn3Z1ruqt0QdLx48fFwCSnZ1tsn3EiBEyYcIEERH5/PPPBYD8+eefJmluv/12mW2hWb+iokJKSkoMP6dOnWKw5M7KykT691cnevv2DfIWlZUi8+YZG6vq+rn3XpFff22QrHi+rCzjH/KFF1ydG7LWmjUiXl6mJ4K/v0OvGL75RuTOO607B5s1E1m/3q478I2TTqcC3ep/xHHjXJ2rerM2WPLQnlhA4d/DxVtd02GwVatWhtcKCwvh5+eHG/VjUM2kMefVV1+FVqs1/LS1ZU4fcr4bblBT9icnN9iqtL6+almEn39Wo2kiImqmCQpSK7Hs2aNGwDXK9aYcQaNR9bhmDXvjXk8mTFDn4T/+AbRsCdx9t5qo7Jp14OqjTx/gu+/UKPb4ePN9jbt1U/2R8/PVtB2Nfi4la2k0arDMm2+qkSgREWqmdmuXQrnO+bjyzVNSUjB37lyLab799ltERUXZ/R6aa84EEamx7Vp1pZk1axZmzJhheF5aWsqAyd0FBzt2yu1atG0LpKaqtzpxQo2GrqgAwsPVclfXrNFL9oiOBr7/3tW5IHvcfbf6aUDe3moOxcRENf1Pbq5aNScwUE3Ub+5Chqyk0QBPP61+GhmXBktTpkxBYh0zg7Zr186uY4eFhQFQrUfh4eGG7UVFRYbWprCwMFRWVqK4uNikdamoqAh9+/at9dj+/v7w52Q4ZIFGA9xyi/ohIte44QYgNtbVuSBP4NJgqXnz5mhu6+riVmrfvj3CwsKQkZGBHj16AAAqKyuxd+9epKWlAQB69eoFX19fZGRkYNSoUQCAs2fP4vDhw/iPft4IIiIiatRcGizZoqCgAH/++ScKCgpw9epVHDp0CABw66234oa/l4Xu3LkzXn31Vdx///3QaDSYPn065s+fjw4dOqBDhw6YP38+goKC8MgjjwAAtFotJk6ciGeffRbNmjVD06ZN8dxzz6F79+4YXNf07kRERNQoXDfB0uzZs7FmzRrDc31r0e7duxEfHw8AOHr0KEpKSgxpZs6cifLycjz11FMoLi5GdHQ0PvvsM4SEhBjSLFq0CD4+Phg1ahTKy8sxaNAgrF69Gt761VKJiIioUdOIcAXK+iotLYVWq0VJSQlCQ0NdnR0iIiKygrXf3x47dQARERGRIzBYIiIiIrKAwRIRERGRBQyWiIiIiCxgsERERERkAYMlIiIiIgsYLBERERFZwGCJiIiIyAIGS0REREQWXDfLnbgz/STopaWlLs4JERERWUv/vV3XYiYMlhygrKwMANC2bVsX54SIiIhsVVZWBq1WW+vrXBvOAXQ6Hc6cOYOQkBBoNBqHHbe0tBRt27bFqVOnPHbNOU8vo6eXD/D8MrJ81z9PLyPLZz8RQVlZGSIiIuDlVXvPJLYsOYCXlxfatGnTYMcPDQ31yBOgOk8vo6eXD/D8MrJ81z9PLyPLZx9LLUp67OBNREREZAGDJSIiIiILGCy5MX9/f8yZMwf+/v6uzkqD8fQyenr5AM8vI8t3/fP0MrJ8DY8dvImIiIgsYMsSERERkQUMloiIiIgsYLBEREREZAGDJSIiIiILGCy52CuvvIK+ffsiKCgITZo0sWofEUFKSgoiIiIQGBiI+Ph4/PjjjyZpLl++jKlTp6J58+YIDg7GiBEjcPr06QYogWXFxcUYP348tFottFotxo8fjwsXLljcR6PRmP1ZsGCBIU18fHyN1xMTExu4NDXZU75HH320Rt5jYmJM0rhL/QG2l7GqqgrPP/88unfvjuDgYERERGDChAk4c+aMSTpX1eGSJUvQvn17BAQEoFevXti3b5/F9Hv37kWvXr0QEBCAm2++GUuXLq2RJj09HV26dIG/vz+6dOmCrVu3NlT2rWJLGbds2YK7774bLVq0QGhoKGJjY/Hpp5+apFm9erXZc7KioqKhi2KWLeXbs2eP2bz/9NNPJuncqQ5tKZ+5zxONRoOuXbsa0rhT/X355ZcYPnw4IiIioNFo8PHHH9e5j1ucg0IuNXv2bFm4cKHMmDFDtFqtVfukpqZKSEiIpKenS25urowePVrCw8OltLTUkGby5MnSunVrycjIkOzsbLnrrrvkjjvukCtXrjRQScxLSEiQbt26SWZmpmRmZkq3bt1k2LBhFvc5e/asyc/KlStFo9HI8ePHDWni4uJk0qRJJukuXLjQ0MWpwZ7yJSUlSUJCgknez58/b5LGXepPxPYyXrhwQQYPHiybN2+Wn376SbKysiQ6Olp69eplks4Vdbhp0ybx9fWV5cuXS15enkybNk2Cg4Pl5MmTZtOfOHFCgoKCZNq0aZKXlyfLly8XX19f+eijjwxpMjMzxdvbW+bPny9HjhyR+fPni4+Pj3z99dcNWpba2FrGadOmSVpamhw4cEB+/vlnmTVrlvj6+kp2drYhzapVqyQ0NLTGuekKtpZv9+7dAkCOHj1qkvfq55I71aGt5btw4YJJuU6dOiVNmzaVOXPmGNK4U/3t2LFD/v3vf0t6eroAkK1bt1pM7y7nIIMlN7Fq1SqrgiWdTidhYWGSmppq2FZRUSFarVaWLl0qIurk8fX1lU2bNhnS/Pbbb+Ll5SU7d+50eN5rk5eXJwBM/mGzsrIEgPz0009WH+e+++6TgQMHmmyLi4uTadOmOSqrdrG3fElJSXLffffV+rq71J+I4+rwwIEDAsDkA98VddinTx+ZPHmyybbOnTtLcnKy2fQzZ86Uzp07m2x74oknJCYmxvB81KhRkpCQYJJm6NChkpiY6KBc28bWMprTpUsXmTt3ruG5tZ9PzmBr+fTBUnFxca3HdKc6rG/9bd26VTQajfz666+Gbe5Uf9VZEyy5yznI23DXmfz8fBQWFmLIkCGGbf7+/oiLi0NmZiYA4ODBg6iqqjJJExERgW7duhnSOENWVha0Wi2io6MN22JiYqDVaq3Ox++//47t27dj4sSJNV5bv349mjdvjq5du+K5555DWVmZw/JujfqUb8+ePWjZsiU6duyISZMmoaioyPCau9Qf4Jg6BICSkhJoNJoat5qdWYeVlZU4ePCgyd8VAIYMGVJrWbKysmqkHzp0KL777jtUVVVZTOPsugLsK+O1dDodysrK0LRpU5PtFy9eRGRkJNq0aYNhw4YhJyfHYfm2Vn3K16NHD4SHh2PQoEHYvXu3yWvuUoeOqL8VK1Zg8ODBiIyMNNnuDvVnD3c5B7mQ7nWmsLAQANCqVSuT7a1atcLJkycNafz8/HDjjTfWSKPf3xkKCwvRsmXLGttbtmxpdT7WrFmDkJAQPPDAAybbx44di/bt2yMsLAyHDx/GrFmz8P333yMjI8MhebeGveW755578PDDDyMyMhL5+fl46aWXMHDgQBw8eBD+/v5uU3+AY+qwoqICycnJeOSRR0wWwXR2HZ47dw5Xr141e+7UVpbCwkKz6a9cuYJz584hPDy81jTOrivAvjJe6/XXX8elS5cwatQow7bOnTtj9erV6N69O0pLS/Hmm2+iX79++P7779GhQweHlsESe8oXHh6OZcuWoVevXrh8+TLWrl2LQYMGYc+ePRgwYACA2uvZ2XVY3/o7e/YsPvnkE2zYsMFku7vUnz3c5RxksNQAUlJSMHfuXItpvv32W0RFRdn9HhqNxuS5iNTYdi1r0ljD2vIBNfNpaz5WrlyJsWPHIiAgwGT7pEmTDI+7deuGDh06ICoqCtnZ2ejZs6dVx65NQ5dv9OjRhsfdunVDVFQUIiMjsX379hpBoS3HtYWz6rCqqgqJiYnQ6XRYsmSJyWsNWYeW2HrumEt/7XZ7zseGZG9+Nm7ciJSUFGzbts0kSI6JiTEZhNCvXz/07NkTb731FhYvXuy4jFvJlvJ16tQJnTp1MjyPjY3FqVOn8NprrxmCJVuP2dDszcvq1avRpEkTjBw50mS7u9WfrdzhHGSw1ACmTJlS56iedu3a2XXssLAwACraDg8PN2wvKioyRNZhYWGorKxEcXGxSetEUVER+vbta9f7Vmdt+X744Qf8/vvvNV77448/alwFmLNv3z4cPXoUmzdvrjNtz5494evri19++aXeX7TOKp9eeHg4IiMj8csvvwBo+PoDnFPGqqoqjBo1Cvn5+fjiiy9MWpXMcWQdmtO8eXN4e3vXuNqsfu5cKywszGx6Hx8fNGvWzGIaW/4HHMWeMupt3rwZEydOxIcffojBgwdbTOvl5YXevXsb/medpT7lqy4mJgbr1q0zPHeXOqxP+UQEK1euxPjx4+Hn52cxravqzx5ucw46rPcT1YutHbzT0tIM2y5fvmy2g/fmzZsNac6cOeOyDt7ffPONYdvXX39tdefgpKSkGiOoapObmysAZO/evXbn11b1LZ/euXPnxN/fX9asWSMi7lN/IvaXsbKyUkaOHCldu3aVoqIiq97LGXXYp08fefLJJ0223XbbbRY7eN92220m2yZPnlyjc+k999xjkiYhIcGlHbxtKaOIyIYNGyQgIKDOzrZ6Op1OoqKi5LHHHqtPVu1iT/mu9eCDD8pdd91leO5OdWhv+fQd2XNzc+t8D1fWX3WwsoO3O5yDDJZc7OTJk5KTkyNz586VG264QXJyciQnJ0fKysoMaTp16iRbtmwxPE9NTRWtVitbtmyR3NxcGTNmjNmpA9q0aSO7du2S7OxsGThwoMumDrj99tslKytLsrKypHv37jWGnV9bPhGRkpISCQoKknfffbfGMY8dOyZz586Vb7/9VvLz82X79u3SuXNn6dGjh9uXr6ysTJ599lnJzMyU/Px82b17t8TGxkrr1q3dsv5EbC9jVVWVjBgxQtq0aSOHDh0yGap8+fJlEXFdHeqHZa9YsULy8vJk+vTpEhwcbBg5lJycLOPHjzek1w9bfuaZZyQvL09WrFhRY9jy/v37xdvbW1JTU+XIkSOSmprqFlMHWFvGDRs2iI+Pj7zzzju1TuOQkpIiO3fulOPHj0tOTo489thj4uPjYxJEu2v5Fi1aJFu3bpWff/5ZDh8+LMnJyQJA0tPTDWncqQ5tLZ/euHHjJDo62uwx3an+ysrKDN9zAGThwoWSk5NjGCnrrucggyUXS0pKEgA1fnbv3m1IA0BWrVpleK7T6WTOnDkSFhYm/v7+MmDAgBpXE+Xl5TJlyhRp2rSpBAYGyrBhw6SgoMBJpTI6f/68jB07VkJCQiQkJETGjh1bYwjvteUTEXnvvfckMDDQ7Lw7BQUFMmDAAGnatKn4+fnJLbfcIk8//XSNuYqcwdby/fXXXzJkyBBp0aKF+Pr6yk033SRJSUk16sZd6k/E9jLm5+eb/Z+u/n/tyjp85513JDIyUvz8/KRnz54mLVlJSUkSFxdnkn7Pnj3So0cP8fPzk3bt2pkN4D/88EPp1KmT+Pr6SufOnU2+iF3BljLGxcWZraukpCRDmunTp8tNN90kfn5+0qJFCxkyZIhkZmY6sUSmbClfWlqa3HLLLRIQECA33nij9O/fX7Zv317jmO5Uh7b+j164cEECAwNl2bJlZo/nTvWnbwGr7f/NXc9BjcjfPaWIiIiIqAbOs0RERERkAYMlIiIiIgsYLBERERFZwGCJiIiIyAIGS0REREQWMFgiIiIisoDBEhEREZEFDJaIiIiILGCwRERERGQBgyUiIiIiCxgsEREREVnAYImIiIjIAgZLRERERBYwWCIiArBx40ZoNBpoNBo88cQTtaYrKChAkyZNoNFo0LFjR1y6dMmJuSQiV2CwREQEYMyYMRg7diwAYNmyZdi2bVuNNDqdDhMmTEBJSQl8fHywfv16BAcHOzurRORkDJaIiP62ZMkStGvXDgDw+OOPo7Cw0OT1BQsWYO/evQCAlJQU9O7d29lZJCIX0IiIuDoTRETu4quvvkJ8fDyuXr2KhIQE7NixAxqNBjk5OYiJiUFlZSX69++PPXv2wNvb29XZJSInYMsSEVE1/fv3x6xZswAAO3fuxNtvv43y8nKMHTsWlZWVCA0Nxdq1axkoETUibFkiIrrGlStX0K9fPxw4cAABAQFISEjAxx9/DABYu3Ytxo0b59oMEpFTMVgiIjLj2LFjuPPOO01GuyUmJmLjxo0uzBURuQJvwxERmXHrrbciOTnZ8Lx58+Z49913XZgjInIVBktERGZcvHgRq1atMjw/f/48srOzXZgjInIVBktERGZMnToVJ06cAACEhIRARJCUlITi4mIX54yInI3BEhHRNdLT07F69WoAwKOPPooPPvgAAHD69GlMnjzZhTkjIldgB28iomrOnDmD7t27488//8TNN9+MQ4cOISQkBFOnTsXbb78NAHj//fcxfvx4F+eUiJyFwRIR0d9EBEOHDkVGRga8vb2xb98+xMbGAgDKy8sRFRWFvLw8hIaG4ocffkBkZKSLc0xEzsDbcEREf3vjjTeQkZEBAHjhhRcMgRIABAYGYt26dfDz80NpaSnGjx8PnU7nqqwSkRMxWCIiApCbm2uYubtPnz6YPXt2jTQ9evTAvHnzAAD79u1DWlqaU/NIRK7B23BE1OhdvnwZvXv3Rm5uLoKDg5GTk4MOHTqYTavT6TBw4EDs3bsXvr6+yMrKQq9evZycYyJyJgZLRERERBbwNhwRERGRBQyWiIiIiCxgsERERERkAYMlIiIiIgsYLBERERFZwGCJiIiIyAIGS0REREQWMFgiIiIisoDBEhEREZEFDJaIiIiILGCwRERERGQBgyUiIiIiCxgsEREREVnAYImIiIjIAgZLRERERBb8Pw2aAIFUZZfsAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(x, np.sin(4 * np.pi * x), 'r--', label='sin(4πx)') # Add a label for the legend\n", "plt.plot(x, np.cos(2 * np.pi * x), color='blue', linewidth=2, label='cos(2πx)')\n", "\n", "# To make plots look nicer, add labels, titles, and legends\n", "plt.title('sin(4πx) and cos(2πx)', fontsize=16)\n", "plt.xlabel('x', fontsize=20)\n", "plt.ylabel('y')\n", "plt.legend();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Subplots\n", "\n", "We can create figures with multiple plots using `plt.subplot()` or the more flexible `plt.subplots()`." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(8, 6)) # Create a figure of a specific size\n", "\n", "# subplot(rows, columns, index)\n", "plt.subplot(2, 1, 1)\n", "plt.plot(x, np.sin(4 * np.pi * x))\n", "plt.title('sin(4πx)')\n", "\n", "plt.subplot(2, 1, 2)\n", "plt.plot(x, np.cos(2 * np.pi * x))\n", "plt.title('cos(2πx)')\n", "\n", "plt.tight_layout() # Adjusts subplot params for a tight layout" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Plotting Matrix Columns and Logarithmic Scales\n", "\n", "If the second argument to `plot` is a 2D array (matrix), each column will be plotted as a separate line." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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89Kc/DY+56667aGxs5NZbb6Wqqorx48fz7rvvkpSUFB7zxBNP4HQ6mTlzJo2NjUydOpXnn38eh8PR1pFFRESiUkVjBTuqd2DDxlnZZ1kdp83ZDMMwrA7RHmpqakhJScHj8ZCcnGx1HBERkQ731q63uOejexiSNoS/z/i71XFOyMl8fuvZSSIiIlEqmk8lgUqMiIhIVDIMI1xionFSL6jEiIiIRKU9NXsorS/FaXdyRuYZVsdpFyoxIiIiUejj/R8DMDZzLPGueIvTtA+VGBERkSi0rHgZAOf0PMfiJO1HJUZERCTKNAWaWFm6ElCJERERkQiyqmwVTcEmMuMzye+Wb3WcdqMSIyIiEmVaTiVN6jnpKx+uHMlUYkRERKJMy6Tec3Ki91QSqMSIiIhEleK6Ygo9hThsDs7Oic77w7RQiREREYkiHxebR2FGdR9Fckx0P3ZHJUZERCSKdIVLq1uoxIiIiEQJf9DPZyWfAeak3minEiMiIhIl1pSvoSHQQFpsGoPTBlsdp92pxIiIiESJZfsPXVptt0X/R3z0/4YiIiJdRHg+TJRfWt1CJUZERCQKlNWXsb1qOzZsTMiZYHWcDqESIyIiEgWW718OwIiMEaTGplqcpmOoxIiIiESBj4o/ArrGpdUtVGJEREQinC/oC9/k7tye51qcpuOoxIiIiES4laUraQg0kBGXwbCMYVbH6TAqMSIiIhHu/aL3AZjca3KXuLS6Rdf5TUVERKKQYRgs3bcUgPNzz7c4TcdSiREREYlg26q2UVJfQqwjlvE9xlsdp0OpxIiIiESwllNJZ+ecTawz1uI0HUslRkREJIItLTJPJU3pNcXaIBZQiREREYlQ5Q3lbKzcCMDk3MkWp+l4KjEiIiIR6sN9HwIwMmMkGXEZFqfpeCoxIiIiEeqDog+ArnkUBlRiREREIlJjoJFPSz4FYEruFGvDWEQlRkREJAJ9uv9TvEEvOQk55HfLtzqOJVRiREREItAH+z4AzKMwNpvN2jAWUYkRERGJMCEjdOjS6i56KglUYkRERCLOhooNVDZVkuhKZFzWOKvjWEYlRkREJMIs2bMEgHN7novL4bI4jXVUYkRERCKIYRi8u+ddAC7sc6HFaaylEiMiIhJBthzcQnFdMbGOWCb1nGR1HEupxIiIiESQxXsWAzCp5yTiXfEWp7GWSoyIiEiEMAwjXGK6+qkkUIkRERGJGDurd7K7Zjcuu4vJvbrmowYOpxIjIiISIRbvNY/CTMyZSGJMosVprKcSIyIiEiF0Kqk1lRgREZEIsKdmD9urtuO0OTk/93yr43QKKjEiIiIRoOUozFk9ziLFnWJxms5BJUZERCQCvLfnPUCnkg6nEiMiItLJFdcVs6lyE3abnQtyL7A6TqehEiMiItLJtRyFGZs1lvS4dIvTdB4qMSIiIp1c+Kqk3jqVdDiVGBERkU5sX+0+1h1Yhw0b0/pMszpOp6ISIyIi0om9s/sdwLwqqXt8d4vTdC4qMSIiIp3YosJFAHwj7xsWJ+l82qXEFBcX853vfIf09HTi4+MZPXo0q1atCr9vGAYPPvggOTk5xMXFMWXKFDZt2tTqe3i9XmbNmkVGRgYJCQlceuml7Nu3rz3iioiIdErbq7abN7izO5nae6rVcTqdNi8xVVVVnHPOObhcLt5++22++OILfvWrX9GtW7fwmEcffZR58+Yxf/58VqxYQXZ2NtOmTaO2tjY8pqCggIULF7JgwQKWLVtGXV0dl1xyCcFgsK0ji4iIdEpvF74NwLk9z9UN7o7BZhiG0Zbf8J577uHjjz/mo48+Oub7hmGQk5NDQUEBd999N2AedcnKyuKRRx7h5ptvxuPx0L17d1588UWuuuoqAPbv309ubi6LFi3ia1/72lfmqKmpISUlBY/HQ3Jyctv9giIiIh3AMAwu+udFFNcV89h5j/H1vK9bHalDnMznd5sfiXnzzTcZN24cV155JZmZmZxxxhn88Y9/DL9fWFhIaWkp06dPD+9zu91MnjyZ5cuXA7Bq1Sr8fn+rMTk5OQwfPjw85kher5eamppWi4iISKRaX7Ge4rpi4pxxTM6dbHWcTqnNS8yuXbt4+umnyc/P5z//+Q+33HILP/jBD/jLX/4CQGlpKQBZWVmtvi4rKyv8XmlpKTExMaSmpn7pmCPNnTuXlJSU8JKbm9vWv5qIiEiHaTmVdEHvC4hzxlmcpnNq8xITCoUYM2YMc+bM4YwzzuDmm2/me9/7Hk8//XSrcTabrdW2YRhH7TvS8cbce++9eDye8FJUVHR6v4iIiIhFgqEg7xSal1brqqQv1+YlpkePHgwdOrTVviFDhrB3714AsrOzAY46olJeXh4+OpOdnY3P56OqqupLxxzJ7XaTnJzcahEREYlEn5d+TmVTJd3c3ZiQM8HqOJ1Wm5eYc845h61bt7bat23bNvr06QNAXl4e2dnZLF68OPy+z+dj6dKlTJw4EYCxY8ficrlajSkpKWHjxo3hMSIiItGq5VTStD7TcNldFqfpvJxt/Q1/9KMfMXHiRObMmcPMmTP5/PPPeeaZZ3jmmWcA8zRSQUEBc+bMIT8/n/z8fObMmUN8fDzXXHMNACkpKdx0003ccccdpKenk5aWxp133smIESO48EI9N0JERKKXL+gLP/BRp5KOr81LzJlnnsnChQu59957efjhh8nLy+PJJ5/k2muvDY+56667aGxs5NZbb6Wqqorx48fz7rvvkpSUFB7zxBNP4HQ6mTlzJo2NjUydOpXnn38eh8PR1pFFREQ6jY/2fUStv5as+CzGZI2xOk6n1ub3ieksdJ8YERGJRD/47w94v+h9vjvsu8weN9vqOB3O0vvEiIiIyKmpbKzko33mzWIvG3CZxWk6P5UYERGRTmJR4SICRoARGSPo362/1XE6PZUYERGRTuKNHW8AcFl/HYU5ESoxIiIincCWg1vYWrUVl93VZZ6TdLpUYkRERDqBlqMwF/S+QE+sPkEqMSIiIhbzB/28testQKeSToZKjIiIiMU+LP6QKm8V3eO66zEDJ0ElRkRExGItp5Iu6X8JTnub34c2aqnEiIiIWKjVvWF0KumkqMSIiIhYSPeGOXUqMSIiIhYxDIPXd7wO6CjMqVCJERERsciGig1sq9pGjD1G94Y5BSoxIiIiFnl126sAfK3v13RvmFOgEiMiImKBGl8N7xS+A8CVg660OE1kUokRERGxwL93/pumYBMDug1gdPfRVseJSCoxIiIiHcwwjPCppP8Z+D/YbDaLE0UmlRgREZEOtu7AOnZU7yDWEcuM/jOsjhOxVGJEREQ62OETepNjki1OE7lUYkRERDqQx+vhP7v/A2hC7+lSiREREelA/9r5L7xBLwNTBzIyY6TVcSKaSoyIiEgHOXxC75UDr9SE3tOkEiMiItJBVpevZpdnF3HOOC7ud7HVcSKeSoyIiEgH+duWvwFwUd5FJMUkWZwm8qnEiIiIdIDS+lLe2/MeANcMvsbiNNFBJUZERKQDvLL1FYJGkHFZ4xiUNsjqOFFBJUZERKSdNQWaeG3bawBcO+Rai9NED5UYERGRdraocBHV3mpyEnI4P/d8q+NEDZUYERGRdmQYBn/d/FcArh58NQ67w+JE0UMlRkREpB2tLFvJtqptxDnj+Gb+N62OE1VUYkRERNpRy1GYGf1mkOJOsThNdFGJERERaSfFdcW8X/Q+ANcM0WXVbU0lRkREpJ0s2LKAkBFiQo8J9O/W3+o4UUclRkREpB3U++v5x/Z/ALqsur2oxIiIiLSD17a9Rq2vlj7JfTi317lWx4lKKjEiIiJtzB/08+IXLwJww7AbsNv0cdse9FcVERFpY4sKF1HWUEZGXAYz+s+wOk7UUokRERFpQyEjxHMbnwPgO0O+g9vhtjhR9FKJERERaUMf7fuInZ6dJLgSuHLQlVbHiWoqMSIiIm3ozxv/DMDMgTNJjkm2OE10U4kRERFpI2vL17K6fDVOu5PvDP2O1XGinkqMiIhIG2k5CjOj3wwy4zMtThP9VGJERETawK7qXbxf9D42bNww/Aar43QJKjEiIiJt4NmNzwJwfu759EvpZ3GarkElRkRE5DTtrdnLW7veAuD/RvyfxWm6DpUYERGR0/TM+mcIGkEm9ZzEiO4jrI7TZajEiIiInIaimiL+vevfAPx/o/4/i9N0LSoxIiIip+GZDeZRmHN6nsPI7iOtjtOlqMSIiIicoqLaIv6181+AjsJYQSVGRETkFP1pw5/MozA55zCq+yir43Q5KjEiIiKnYF/tPt7c8SYAt4y6xeI0XVO7l5i5c+dis9koKCgI7zMMgwcffJCcnBzi4uKYMmUKmzZtavV1Xq+XWbNmkZGRQUJCApdeein79u1r77giIiIn5E8b/kTACDAxZyKjM0dbHadLatcSs2LFCp555hlGjmw90enRRx9l3rx5zJ8/nxUrVpCdnc20adOora0NjykoKGDhwoUsWLCAZcuWUVdXxyWXXEIwGGzPyCIiIl+pqLaIN3a8AXThuTAHtlmdoP1KTF1dHddeey1//OMfSU1NDe83DIMnn3yS+++/nyuuuILhw4fzwgsv0NDQwMsvvwyAx+Ph2Wef5Ve/+hUXXnghZ5xxBi+99BIbNmzgvffea6/IIiIiJ+R3a3/XtY/C7FsFvzsLXrsRggHLYrRbibntttu4+OKLufDCC1vtLywspLS0lOnTp4f3ud1uJk+ezPLlywFYtWoVfr+/1ZicnByGDx8eHnMkr9dLTU1Nq0VERKStbT24lUW7FgFQMKbA2jBWCPrhXz8EDLC7wOG0LEq7/OQFCxawevVqVqxYcdR7paWlAGRlZbXan5WVxZ49e8JjYmJiWh3BaRnT8vVHmjt3Lg899FBbxBcREflST65+EgODi/pexJD0IVbH6XifPg1lGyAuFb72C0ujtPmRmKKiIn74wx/y0ksvERsb+6XjbDZbq23DMI7ad6Tjjbn33nvxeDzhpaio6OTDi4iIHMeK0hUsK16G0+bk9jNutzpOx6vaAx/MNV9P/zkkZFgap81LzKpVqygvL2fs2LE4nU6cTidLly7lN7/5DU6nM3wE5sgjKuXl5eH3srOz8fl8VFVVfemYI7ndbpKTk1stIiIibcUwDJ5c/SQA3xr4LXon97Y2UEczDFh0J/gboM85MPpaqxO1fYmZOnUqGzZsYO3ateFl3LhxXHvttaxdu5Z+/fqRnZ3N4sWLw1/j8/lYunQpEydOBGDs2LG4XK5WY0pKSti4cWN4jIiISEf6b9F/WX9gPXHOOG4eebPVcTreF6/D9nfBEQOXPAlfcfakI7T5nJikpCSGDx/eal9CQgLp6enh/QUFBcyZM4f8/Hzy8/OZM2cO8fHxXHPNNQCkpKRw0003cccdd5Cenk5aWhp33nknI0aMOGqisIiISHsLhoL8ZvVvAPjOkO/QPb67xYk6WJMH3r7bfD1pNnQfaG2eZpZMKb7rrrtobGzk1ltvpaqqivHjx/Puu++SlJQUHvPEE0/gdDqZOXMmjY2NTJ06leeffx6Hw2FFZBER6cLe3Pkmuzy7SHGn8N3h37U6Tsd77yGoK4P0ATDpR1anCbMZhmFYHaI91NTUkJKSgsfj0fwYERE5ZQ3+BmYsnEF5Yzl3jL2DG4bfYHWkjrV7GTx/sfn6+n9B3nnt+uNO5vNbz04SERE5jmc3Pkt5Yzk9E3ty9ZCrrY7TsXz18MZt5usx17d7gTlZKjEiIiJfYn/dfl7Y9AIAd467E7fDbXGiDvbeQ1C1G5J7mZdUdzIqMSIiIl/iiVVP4A16OTP7TKb2nmp1nI61exl8/gfz9aW/gdjONzVDJUZEROQYVpet5p3d72DDxl1n3vWVN2SNKr56eKP5Zn5j/hcGdM4CpxIjIiJyhJAR4pEVjwBwRf4VDE4bbHGiDrbkYagqbD6NZO2jBY5HJUZEROQIb+58ky8qvyDBlcCsM2ZZHadj7f4YPvu9+frSX3fK00gtVGJEREQOU++v59erfw3AzSNvJj0u3eJEHajJAwtvMV+fcR0M6Nw3mFWJEREROczv1v6OisYKcpNyuXaI9c8H6lBv3QmevZDaF74+1+o0X0klRkREpNnWg1t5efPLANw3/j5iHDEWJ+pAG16DDX8HmwOu+CO4k776ayymEiMiIoI5mffhTx8maASZ3mc6k3pOsjpSx6kugn/PNl+f92PIPcvaPCdIJUZERAT4x/Z/sP7AeuKd8dx15l1Wx+k4oaA5D8brgZ7jzBITIVRiRESky6tsrOTJVU8CMOuMWWQlZFkbqCMt/w3sWQauBLjiGXBY8mzoU6ISIyIiXd68VfOo8dUwOG0w3x78bavjdJx9K+G/zY8TuOgRSO9vbZ6TpBIjIiJd2orSFby5801s2Hjg7Adw2iPnSMRpaTgIr34XQgEYejmc8R2rE500lRgREemyvEEvD3/yMAAzB81kZPeRFifqIIZhPp3asxdS88xnI0XgYxVUYkREpMt6au1T7K7ZTfe47l3rzryf/A62LgJHDMx8AWJTrE50SlRiRESkS9pwYAPPb3oegAfOfoAUd2R+kJ+0ohXw3s/M11+fCz1GWZvnNKjEiIhIl+ML+njg4wcIGSG+kfcNzu99vtWROkbDQXiteR7MsCtg3E1WJzotKjEiItLl/H7d79np2UlabBr3nnWv1XE6RigI//w+eIogrR/M+HVEzoM5nEqMiIh0KV9UfsGfN/4ZgJ+c/RO6xXazNlBHeX8O7FgMzji48oVO/XTqE6USIyIiXYY/6OeBjx8IP1pgWp9pVkfqGF+8CR89br6+9LfQIzquwlKJERGRLuPpdU+zrWobqe5U7ht/n9VxOkb5ZvOxAgBn3wYjr7Q2TxtSiRERkS5hZelK/rThTwDcf/b9pMelW5yoAzRWw4JrwV8PeefBtIetTtSmVGJERCTq1fhquG/ZfRgYXNb/Mr7W92tWR2p/LRN5D+6ElFz4n+ci6rlIJ0IlRkREot4vPv0FJfUl9Ersxb3ju8jVSIt/Ctv/A85YuOolSMiwOlGbU4kREZGo9u9d/2ZR4SIcNgdzz51LgivB6kjtb9Xz8Ml88/Vlv4Oc0VamaTcqMSIiErWK64r5xae/AODmkTczOnO0tYE6wq4P4K07zNdT7oUR/2NpnPakEiMiIlEpEApw30f3UeevY1T3UXxv5PesjtT+DmyDV/7XvCPviCth8t1WJ2pXKjEiIhKVfrPmN6wuX02CK4G5587FaY+uSa1Hqa+El68Erwdyx8Ol8yP+jrxfRSVGRESizgdFH/DcxucAeHjiw+Qm5VobqL35GmDB1VC1G7r1gW+/DK5Yq1O1O5UYERGJKsV1xdy/7H4Arh1yLdP7Trc4UTsLBuC1G6HoM4hNgWv+HpVXIh2LSoyIiEQNX9DHHR/cQY2vhpEZI7lj7B1WR2pfhgFv/Qi2vW1eSn31K5A52OpUHUYlRkREosbjKx9nU+UmUtwpPD75cVwOl9WR2tcHc2H1X8Bmh289C30mWJ2oQ6nEiIhIVFi0axF/2/I3AOZMmkOPxB4WJ2pnK56FpY+Yry/+FQy5xNo8FlCJERGRiLepchM/Xf5TAP5vxP9xXq/zLE7Uzjb+Axbdab6efA+Mu9HaPBZRiRERkYhW0VjBD//7Q7xBL+f2PJfbR99udaT2tWWR+UwkIwRjvwtT7rE6kWVUYkREJGL5gj5+9P6PKGsoo29yXx457xEcdofVsdrPjiXw6vXNN7ObaZ5GivJ7wRyPSoyIiEQkwzCY89kc1h5YS5Irid9e8FuSYpKsjtV+dn8MC66FoA+GzIDLn4ZoLmwnQCVGREQi0t+2/I1/bP8HdpudRyc/St+UvlZHaj/7VsHLMyHQCAOmwbf+DI4ovwPxCVCJERGRiPPhvg95dMWjAPxozI+Y1HOSxYna0b6V8OI3wVcHfc+Fq14EZ4zVqToF1TgREYkomyo3cefSOwkaQS7rfxnXD7ve6kjtZ+9n8NK3wFcLvSfA1QvAFWd1qk5DR2JERCRiFNcVc/uS22kMNDKhxwR+NvFn2KJ1Yuue5fDSFWaB6XsuXPsauBOtTtWp6EiMiIhEBI/Xw63v3UpFYwUDUwcyb8o8XPYovSNv4UfmHBh/A+RNNo/AxMRbnarT0ZEYERHp9HxBHwXvF7DLs4vM+Ex+N/V3JMZE6VGJHUvgr1eaBab/BXDNKyowX0IlRkREOrVAKMA9H93DyrKVJLgSeGrqU2QnZFsdq31s/Ce8fNWhq5C+/TfNgTkOlRgREem0QkaIhz55iMV7FuOyu3hiyhMMShtkdaz2sfI5eO1GCPlh2BXw7ZfBFWt1qk5NJUZERDolwzB4bMVjvL7jdfNeMOc9yoScKHxKs2HAR7+CfxcAhvkogW/9SZdRnwBN7BURkU7p6XVP89LmlwB4eOLDXNjnQosTtYNQCBY/AJ/MN7fPvQMueKBLP0rgZKjEiIhIp/OXTX/h6XVPA3DPWfdw2YDLLE7UDvxNsPBm+OJ1c3v6L2BilD+8so2pxIiISKfy181/5bGVjwFw++jbuXbItRYnagf1lbDgaij6DOwuuOx3MOoqq1NFnDafEzN37lzOPPNMkpKSyMzM5PLLL2fr1q2txhiGwYMPPkhOTg5xcXFMmTKFTZs2tRrj9XqZNWsWGRkZJCQkcOmll7Jv3762jisiIp3IS1+8xC8//yUA3x3+Xb4/8vsWJ2oHlTvh2WlmgYlNgesWqsCcojYvMUuXLuW2227j008/ZfHixQQCAaZPn059fX14zKOPPsq8efOYP38+K1asIDs7m2nTplFbWxseU1BQwMKFC1mwYAHLli2jrq6OSy65hGAw2NaRRUSkE/jLpr/wyIpHALhp+E38aMyPou9uvHs/NQvMwZ2Q0htufBfyzrU6VcSyGYZhtOcPOHDgAJmZmSxdupTzzjsPwzDIycmhoKCAu+++GzCPumRlZfHII49w88034/F46N69Oy+++CJXXWW20/3795Obm8uiRYv42te+9pU/t6amhpSUFDweD8nJye35K4qIyGl6YdMLPL7ycQC+N+J7zDpjVvQVmNV/gX/PNi+h7jEarvk7JGVZnarTOZnP73a/xNrj8QCQlpYGQGFhIaWlpUyfPj08xu12M3nyZJYvXw7AqlWr8Pv9rcbk5OQwfPjw8Jgjeb1eampqWi0iItL5/WnDn8IF5vsjvx99BSYYgLfvhjdnmQVmyKXw3UUqMG2gXUuMYRjMnj2bSZMmMXz4cABKS0sByMpq/R9eVlZW+L3S0lJiYmJITU390jFHmjt3LikpKeElNze3rX8dERFpQ4ZhMG/lPH69+tcA3DLqFm4ffXt0FZiGg/DXb8Fnvze3p9wHV74AMQnW5ooS7Xp10u2338769etZtmzZUe8d+Q+pYRhf+Q/u8cbce++9zJ49O7xdU1OjIiMi0kkFQgEe/uRhFu5YCMAdY+/ghuE3WBuqrZVugFeug6pCcCXAFX+AITOsThVV2q3EzJo1izfffJMPP/yQXr16hfdnZ5vPuygtLaVHjx7h/eXl5eGjM9nZ2fh8PqqqqlodjSkvL2fixInH/Hlutxu3290ev4qIiLQhb9DL3R/ezZK9S7Db7Dw44UG+mf9Nq2O1rTV/hbdmQ6DJnMB79d8ge7jVqaJOm59OMgyD22+/nX/+85/897//JS8vr9X7eXl5ZGdns3jx4vA+n8/H0qVLwwVl7NixuFyuVmNKSkrYuHHjl5YYERHp/Gp9tdz23m0s2bsEl93FvMnzoqvA+JvgzR/AG7eaBWbANLh5qQpMO2nzIzG33XYbL7/8Mm+88QZJSUnhOSwpKSnExcVhs9koKChgzpw55Ofnk5+fz5w5c4iPj+eaa64Jj73pppu44447SE9PJy0tjTvvvJMRI0Zw4YVReNtpEZEuYH/dfm5bchs7qncQ74zntxf8lrN6nGV1rLZzsBBevR5K1gE2OP8+OPdOsOsxhe2lzUvM00+bt4meMmVKq/3PPfccN9xwAwB33XUXjY2N3HrrrVRVVTF+/HjeffddkpKSwuOfeOIJnE4nM2fOpLGxkalTp/L888/jcDjaOrKIiLSzjRUbuX3J7VQ2VdI9rjvzp85naPpQq2O1nQ2vwb8KwFcLcWnwP89C/wusThX12v0+MVbRfWJERDqHJXuXcM+H99AUbCI/NZ+npj5FdkK21bHahrcO3r4L1v7V3O49wXwCdUqv43+dfKmT+fzWs5NERKRdGIbBC5teYN6qeRgYnNPzHB4/73ESYxKtjtY29q+F1240775rs8N5d8F5PwaHPlo7iv7SIiLS5hoDjTy4/EEWFS4C4MqBV3Lf+Ptw2qPgYycYgI+fhA9+ad68LrknXPFH6HuO1cm6nCj4p0lERDqT4rpiCt4vYMvBLThsDn585o+5ZvA10XETu4od8PotsG+FuT34Erj0txCfZm2uLkolRkRE2sxnJZ9x59I7qfZWkxabxuOTH+fM7DOtjnX6QiFY8UdY/DMINII7GS56FEZ9G6KhnEUolRgRETltISPEnzf+mflr5hM0ggxNH8qTU56kR2KPr/7izq5yp3nvlz3Nd5/vNwUu+50m73YCKjEiInJaDjYd5L5l9/Fx8ccAzOg3g59O+CmxzliLk52moB8+mW/OfQk0gSsepj0M427SvV86CZUYERE5ZStLV3L3h3dT3liO2+HmvvH38c0B34z8+S8l6+CN26F0vbnd73yY8SSk9rUylRxBJUZERE5aIBTg2Q3P8tS6pwgZIfJS8nh88uMMTB1odbTT01QD78+Bz58BIwix3eDrc2HU1Zr7cgTDMAiEDFwO645KqcSIiMhJKaop4t5l97LuwDrAPH30k7N/Qrwr3uJkp8EwzLvuvns/1JWZ+4Z905y8m5hpbbZOJhQyWLy5jN8s2c6lo3K4eXJ/y7KoxIiIyAkxDIN/bv8nj6x4hMZAI4muRO4dfy8z+s2I7NNH5Zth0Y9h90fmdlp/+MZjMGCqtbk6mVDI4J1NpfxmyXa2lNYCUNsU4Hvn9sNut+Y/f5UYERH5ShWNFTz0yUN8UPQBAOOyxvGLSb8gJzHH0lynpb4SPpgLK/9snjpyxsJ5d8LEH4DTbXW6TiMQDPHWhhLm/3cH28vrAEh0O7lhYl9unJRnWYEBlRgRETkOwzB4Y+cbPLbiMWp8NbjsLn445odcN/Q67LYIvUIn4IMVf4Klv4Qmj7lv0MXw9TmauHuYJn+QV1cW8cxHuyg62AhAUqyTG8/J48Zz8kiJd1mcUCVGRES+RHFdMQ8tf4hPSj4BYGj6UP7fOf8vcifvGgZs/hcseQgqd5j7skaY5SXvPGuzdSLVDT7++tle/ryskMp6HwDpCTHcMLEv15/Tl+RY68tLC5UYERFpJRAK8Lctf+O3a35LY6ARt8PNbaNv47qh10Xus48KP4L3HoTileZ2Qne44AE44ztgd1garbMorKjnuY8LeXXlPhr9QQB6pcbx/fP6ceXYXOJiOt/fKUL/aRQRkfawtnwtP//052yt2grA2KyxPDTxIfok97E42Skq3QDvPQQ7FpvbrniYcJs57yU22dpsnYBhGHy66yB//riQ9zaXYRjm/iE9krn5vH5cMrIHTgsvof4qKjEiIsLBpoM8seoJXt/xOgDJMckUjC3gW/nfisy5L2WbzEm7m/9lbtudMOZ6mHw3JGVZm60TaPAFWLimmL8s38PWstrw/qmDM7np3Dwm9EuPiCvOVGJERLowf8jP37f+nafWPkWNrwaAK/KvoGBMAamxqRanOwXlm83HBHzxevMOGwy/As6/H9Ktu59JZ7HrQB1//Wwvf19ZRG1TAIA4l4MrxvTkxkl59O+eaHHCk6MSIyLSBRmGwdJ9S/nVyl+xu2Y3AIPTBnP/+PsZnTna0mynZP8a+Ghe85GX5nMiQy+HKfdA5hArk1nOFwjxn02lvPzZXj7ZVRne3zc9nusm9OV/xvYiJa7zTNY9GSoxIiJdzJaDW3h8xeN8VvoZAGmxadw2+jauyL8isibuGgbs+Rg++hXs/O+h/UNmwOR7IHu4ddk6gR3ldby6sojXVu0LX2Vkt8GUQZlcN6EPk/O7W3qPl7YQQf+0iojI6dhTs4ffrf0d7xS+g4FBjD2G64Zex/+N+D8SYyLoNEIoaB5x+WQ+7Fth7rM5YMT/wDkFkDXU0nhWqm3y89b6Ev6+sojVe6vD+7OS3Vw1LperzupNz25x1gVsYyoxIiJRrrS+lD+s/wMLty8kaJiXzn6979cpGFtAz8SeFqc7Cd5aWPMSfPo0VO8x9znc5mXS5/ygy96oLhgy+HhHBQvXFPPOxtLw5dEOu43zB3XnynG5TB2c2amvMjpVKjEiIlGqrL6M5zY9x6tbX8UXMk8nnNvzXGadMYsh6RE0T6Ryp/logNUvgrf5DrtxaXDmTXDm97rk1UaGYbCltJaFa4p5Y20xZTXe8Hv9uicwc1wuV5zRk8zkWAtTtj+VGBGRKLO/bj9/3vhn/rn9n/hDfgDGZI7hh2N+yJisMRanO0GhEOx4Dz5/xly3TNZNHwBn3wqjroaYCH5q9ikqrKjnX+v28691+8PPMQLoFu/ikpE9+OYZvRjTu1tEXB7dFlRiRESixC7PLl7Y9AJv7niTgGFePjsmcww3j7qZCT0mRMYHW20ZrH0JVv8FqnYf2j9gGpz1PXNtj77TIsezt7KBtzeW8O/1JWwo9oT3xzjtXDAok2+O6cn5gzKJcXatvwuoxIiIRDTDMFhdvprnNz7PB/s+CO8f32M8N4+8mTOzz7Qu3IkKBWHn+7DqOdj2DoTMAkZsCoz+jnnaqIvd46Wwop5FG0p4e2MJG4trwvsddhvnDMjg0lE5TB+W1ameY2QFlRgRkQjkD/lZsmcJL37xIusr1gNgw8aU3CncOPzGyLjXy4FtsO5lWPcK1O4/tL/XWTD2Bhh2OcQkWJWuQxmGwYZiD+9uKuPdL0rZVnboVJHdBmf3S+eiET34xvBs0hPdFibtXFRiREQiSEVjBa9te41Xt75KeWM5ADH2GC4dcCn/O/R/yUvJszjhV2g4CJsWwrq/Hbo8GiC2mznPZcz/dplLpJv8QT7ZVcmSzWW890U5pTVN4fecdhsT+qfzjRE9mD40S8XlS6jEiIh0ci2njF7d9ir/2f0fAs2nW9Jj07ly0JVcNegqMuIyLE55HN462Po2bHgVdi45dLrI5oD8aWZ5GXQROKP/g3p/dSNLtx1gyeZyPt5REb4cGiAhxsGUQZlMG5rF+YMySYnv2qeKToRKjIhIJ1XVVMWbO9/kH9v/QaGnMLx/ZPeRXDP4Gqb3mY7L0Uk/6HwNsP1d+OINc56Lv+HQe9kjYeRMGDEz6i+P9gaCrNxdxdJtB/hga3mr00QAPVJiuWBwJlOHZDKxfwaxLodFSSOTSoyISCfiD/lZXrycN3e+yftF74cvkY5zxnFR3kXMHDiTYRnDLE75Jby1sH2xWVy2v9u6uKTmwYgrzbvqdh9kXcZ21nL/lmXbK1i2o4LPCw+2Otpit8Go3G5MHZzJBYOzGNIjKTKuGuukVGJERCxmGAZbDm7hzZ1vsqhwEQebDobfG5Y+jG8N/BYX9b2ocz4aoLbUPFW05S0oXApB36H3uvU2H8I49HLoOQai8MPaMAz2VDawfGcln+yq5JOdlVTUeVuN6Z7kZvLA7kwe2J1z8zPoFh9jUdrooxIjImKRXZ5dvFP4Dm8Xvh1+kjSYD2T8Rt43uGzAZQxOG2xdwGMJhaB0HWx7F7b/B4pXtX4/rR8MudS8sqjH6KgrLoZhUFhRz+eFB/m88CCf7KqkxNPUakycy8H4fmlMGpDBufndGZiVqKMt7UQlRkSkA+3y7GLJniX8Z/d/2Fq1Nbw/xh7DlNwpXDbgMibkTMBl70RzXRoOwq4PzEm52xdDXVnr93uOhcEXw6CLzVNFUfSBHQiG2FxSy8o9B1m5p4rPCw9yoLb1kRaXw8YZvVOZ0C+dCf3TOaN3N9xOzW3pCCoxIiLtyDAMNh/czHt73mPJ3iXs8uwKv+e0OZmQM4GL8i7i/NzzO8/pooAPileaN6DbuQSKVxO+7T9ATCL0mwL5080luYdVSdtcdYOPNUXVrNlTxco9VawtqqbBF2w1JsZpZ3RuN8bnpTE+L52xfVKJi1FpsYJKjIhIG2sKNPF56ecsLVrK0n1LKWs4dOTCaXcyvsd4Lux9IRf2vpBusd2sC9oiFISSdVD4obns/aT1pFyA7kOg/wXmJdF9JkbF5dC+QIgtpTWsK6pmbZGHNXur2FVRf9S4pFgnY3qnMq5PKuP7pTOyV4quIuokVGJERE6TYRjsqdnD8v3LWb5/OZ+VfEZT8NA8iThnHJN6TmJq76mc1+s8kmKSLEwLBP2wfw3s+Rh2fwxFn4G3pvWY+AzIOw8GTDXLS3KONVnbiD8YYntZHRuLPWwo9rB+XzWbS2rxBUNHje2XkcDo3t3M4tI3lYGZSdjt0XOKLJqoxIiInILqpmpWlK3g0/2f8vH+jymuK271fnZCNpN7TWZK7hTOzD4Tt8PCIxeNVVC0Aoo+hb2fmZNxA42tx7iToc85ZnHpNxkyh0bs3JZGX5AtpTV8UVLDF/tr2Li/hs0lNfgCRxeWbvEuRvXqxqheKZzRJ5XRvbqRmqCrhyKFSoyIyAmo8dWwpmwNn5d+zueln7P14FaMw+aJOO1OxmSOYWLORCb1nMTA1IHWXJESDED5F+Yt/YtXmeuKbUePi0szTwv1OcdcZ48Ae2SdIjEMg/2eJraU1LCltJbNJWZZKayoJ2QcPT7J7WRYz2SG56QwMrcbo3t1IzctTlcORTCVGBGRYzjQcIA15WtYVbaKVWWr2Fa1rVVpARjQbQBnZZ/FxJyJnJl9JvGu+I4NGQpC5Q7z1FDLUrL+6KMsAGn9offZkDveXKfng93esXlPkWEYHKj1sr28jq2ltWwvrzXXZXXUegPH/JqMxBiG5qQwtEcyQ3OSGdEzhT5p8TotFGVUYkSky/MH/Wyr3sa68nWsPbCW9QfWH3V6CKBPch/GZY1jfI/xnJl9Zsc+r8jfCAe2mCWldL25Ltt49ARcAHeKeXO5XuOg5zhzndCJn63ULBAMUVTVyK4Ddew8UMeOcnPZXl5HbdOxy4rLYaN/90QGZycxuEcyg7KTGNYjmczk2A5OL1ZQiRGRLiUYCrKndg+bKjaxsWIjGys3sqVyC76Qr9U4GzbyU/MZmzWWMVljGJs5lu7x3ds/YCgE1XvMwlK26dBSuR2Mo+d04IqHHqMgZwzknGEuaf067VGWUMigvNZLYUU9uyvrKaw4tOyprMcfPMZ5IMzb9fdJT2BgViIDs5LCS15GAjHOzvm7SvtTiRGRqOUNetlZvZOtB7ey5eAWNh/czJaDW2g8xumWpJgkRnYfyajuoxjdfTQjMka0731bgoHmsrIVKrbCgW1wYLO5fayjK2DOY+kx0nyAYo9R5jq9f6eby+ILhCiubmTvwQb2Hmyg6GADuyvq2VPZwJ6D9TT5j1HGmsW67PTLSKRf9wT6d08kPyuRAZmJ5GUk6AZychSVGBGJeCEjRHFtMTuqd7Cjegfbq7azrWobu2t2EzSCR42Pc8YxKHUQwzOGh5feSb3bfoKnYUBDJVTuNOeuVG431xU74ODO1s8ZOpzDDRkDIXMwZA03l+zhkJjVKa4Y8gVClHgaKa5qZF91I/uqGtlX1WCuDzZQUtOEcewDKgA47DZyU+Pom5FAXvPSNz2B/pmJ9EiO1bwVOWEqMSISMfxBP3tr91LoKWSXZ1er9bGOrgCkuFMYlDqIwWmDGZI+hKFpQ+mT3AdHWx29CAWhphiqdpvLwUKoKoSDu8zXR95/5XDOOMgYABmDzNv1dx8MmUPMJz47rPmf52DIoKLOS4mniZLqRvY3r0s8TexvLi4H6rzHLSlgPj+od1o8uWnx9E6Lp29GPH3SE+iTFk/P1DhcDp0CktOnEiMinYo/6Gd//X6KaovYW7OXvbV72V2zm701eymuKyZ0rHkhmM8eykvJo3+3/uSn5jMwdSCDUgeRGZ95ekdYgn6o2Q+efeApguoi8zRQ9V5z8eyDkP8438AGKb3M0z7p+ZA+wFwyBkBK7w6bu2IYBp5GP+W1XsprvJTVNFFW20R5jZdSj/m61NNEea2X4LGuTz6C22mnZ2ocPbvF0Ss1nl6pcc2LWVoyEmN06bK0O5UYEelQISPEgYYDlNSXsK9uH/vr9lNcV0xxXTH7avdRUl/ypUUFIMGVQF5yHnkph5b+3fqTm5SL036S/5MW8EJtKdSWmEUlvOxrLi7F5nt8xYe6Iwa69YbUvuZRlNS+ZmlJ6wfd+oCrfa6UMQyDOm+AijoflXVeKuq8HKjzUVHr5UCdN7wurzHXx7rZ2zF/HbuNzCQ32Smx5KTEkdMtlh7N65xuZnFJS1BJEeupxIhImzEMgypvFeUN5ZTVl1HWUEZpfSllDWWU1Jewv24/ZQ1lBELHvly2Rawjll5JvchNyqVvcl96J/emT3If+ib3JSMu4/gfnoYBvjqoK29eyprXpVBb1rxuLi4NlSf2izlizKMpKb3MstKtT/O6N6Tkmrfkb4PTU4FgiOpGP9UNPg7W+6lq8HGw/tBSVe+jot7HwXovlXU+Kut9J1xMWnSLd5GZ5CYzKZas5Fiyks2yYpaWOHqkxJKR6MaheSkSAVRiROQr+UN+qpqqqGyspKKxotVyoPEABxoOUN5QzoHGA/iPe2rF5LA5yIzPpGdiT3ISc+iV2IucxBxyk3LJTcptXVRaSklDJVQVQfFaqK+AhorW67pyc11/4Ng3e/vSMDGQ1MNcknMgpSckH7Z0yzWfI3SCp30Mw6DJH8LT6MfT6KemyY+nwU9187anwYen0dyuajC3qxrMwvJl90L5KgkxDjKS3KQnxJCe6KZ7kpvuzeuM5nVmkrnWgwslmqjEiHRBTYEmPF4P1d5qqrxVVHurqW6qNotKUyVVTVVUeas42HiQyqZKqr3VJ/X902LTyIrPIishi+z4bLISsugRn0UPVzI5jjgyDAdOXy00VpvP9amrhgOrofE9c7uhChoPQsNBc/1lV/EcT0wiJGaaV/QkdIekbPN1UjYkZkNSFiTlQHxa+IofwzBo8AWp9wao9QaoawpQVxqgtqmc2iY/dd4AtU0Bapv8zesANU1+apoC1B5WWr7sXicnKiXORWq8i27xMaQnxJCWEENaYgxp8ebrjEQ3aQkxpCfGkJ7gJi5GxUS6JpUYkQhkGAaNgUbq/fXU+mup9ZlLjbfGXPtqDi1ec13trcbj9eDxelo9YflE2bGT6k4m3ZVMd1ciGc54utvdZNicZBoOugcNsoJBMvxeXN46qKiBfcXQ5IGmmuardE7jw90ZC/HpZumIzyAUn0EgNg2/O40mdxoNrjTqnanUOtOosadQG3JT7wvQ4A2aa1+QusoADfsD1PuC1Hvrqfdups4boN5rFpd6X+CYz9w5FQ67jeRYJ8lxLlKal27xMXQLvz60nZrgIiUuhtR48z2nrtwROSEqMSIdwDAM/CE/Df4GGgONNASa1/4GGgIN4XW9v54Gv7muD9Sba389db46c+2vo85fR72vnoBxaqceWjiw0c3mopvNSTfspBo2uoUM0oIB0gJ+0nxeUn1NpHvrSAsE6BYK0Rb/fz/giMPvSsLrTKbJmUSjI4kGexL19iRq7Yl4SMJDIlVGIgeNRCqCiZQHE6j2O2n0hmisC9LgC37JXJAmYH/zcursNkh0O0l0O0mKdZEY6yQp1kmC20lyrLmvZZ0U6yQ51kVynIvkuEPvJbqdmvgq0s46fYl56qmneOyxxygpKWHYsGE8+eSTnHvuuVbHkgjWUih8QR++kM9ctyzN296gF2/Qiy/ooynYZK4DTeFtb9BLU6CJpkAjXn8jTYFDizfYRGOgicZAI01BL41BL01BH0FObgLmibAbBokhg6RQiORQiKTmJTEUIqV5X0qweR0K0S0YIjkUpFswRKJhcDIfsSFsNBBLgy2OeuKpI446I5ZaIxZPKI4aI44a4qkz4qglnhojnhoSqG3e9hgJ1BKPD9cp/Ka+5uVoNhvEuxzExZhLvMtJXIyDRLeT+BgHCe4jtmPMMpLgPvQ60e0k3u0gye0kMdZJnMuhAiISATp1iXnllVcoKCjgqaee4pxzzuEPf/gDF110EV988QW9e/e2Ol5UMwyDkBEiaAQJGsHw61Ao1Go7GPQTDDUvQT/BUIBg0Eco5CcQChIM+QgG/QTC75uv/cEA/qCPQNCPv3kJhPz4Q34CQT+BUIBAyE8gGMAfChAw/ASCQQKG39wOBfAbAQJGsPl1kIARPGodIITfCOHn0BI4nVMabSAmZBBnhIgzDBJCIeJDBvGGQVwoRHzzvoSQQYJhrhNDIRJCZulIaC4oLcUl7hhFxGu4aMJFA7E0GrE04aaRGBoMN/txswM3DYabRtw04KbBiDXXza/riKXBiKWeWBqIpc6IpZ44GonB4MROc9htEOty4Hbaw+vuLge9nHbch+2PdTmIDb+2E+dyEBvjINbpCO+LjzFfxzUXlZbt+BizlLiddhUOkS7KZhhfdd9F64wfP54xY8bw9NNPh/cNGTKEyy+/nLlz5x73a2tqakhJScHj8ZCcnNxmmZatXcRrK+Y1fwwazf+i+d+P2GNw2HsGoVZjDh9rvg4d8X1Crbaa99mO/HrzZ7SMPfz9lu9n2Fpem+uQzfxZofB4Wm2b667zoeA0DGIMA7dh4DIMYpu3zQXczfvcoRBuA9xGyNxuXmINg9iQuXaFbLgMG07DjiNkx2E4cAQdOAwnNsOJLeQkSAxew4UPF16ceHHhM1zmGnPtPWy7iRiaDHPtxYW35evtboJ2NwF7LEF7DAFHHIbDjcPpxOmwE+Ow43LYcDnsOB02YpwOYpq3W/a5nS3j7MQ4zcXlsON2HrbvsPdinHbcDjtul50Yh6N5bW67nWahcDvtmtMhIqfsZD6/O+2RGJ/Px6pVq7jnnnta7Z8+fTrLly8/arzX68Xr9Ya3a2qOc6vv07C7ZANLYsra5Xt3nNMvKHbDwAE4DPP/mzsMcGJgN8CB+Z7TMHAYNI8jPM4B2A2ax9rM1y1jDBt2bDgMGzbDhh2wG/bmcTbshh07LWsHdsOOjUOvzZEO7IYDm82J3XBiw4nd1rzGhd3mwmaLwY4Lhz0Gwx5DyObAsLswbA4MhwvD5gK7k5DDBXZXeJ/RvG1zxoAjhqDDRb3dRYPLjc3hwuFw4rDbcNhtOB12nM2vHTYbTocNp92Ow24zy4XdRrzD3HYeNr5lnMthax5rD7/van7Pabfp+TIi0uV12hJTUVFBMBgkKyur1f6srCxKS0uPGj937lweeuihds81oNcZXFTyEbbD/gUc2rLZMEuC+WFss9nAZr4GGzabvdVYc795ONyGHZut+Stt9uavb3nPgd1mB5v5E+02Z/PXO5q/J9jtTuw2uzkOO3a7A7vN/Dq73WF+2NsdOGzO5u9rx2F3Ybc5cDiczWMdOOwubHYHTrsTu8OFw+7AbnfhtDtxOmLM7+twQvP3xW7HZnNgdziw2Z3YHObPcjid2Ox27DYbdpsNm43m1xzattuO2uewmR/eOkUgIiLH02lLTIsjP8gMwzjmh9u9997L7Nmzw9s1NTXk5ua2eZ6zR0zn7BHT2/z7ioiIyMnptCUmIyMDh8Nx1FGX8vLyo47OALjdbtxud0fFExEREYt12tl3MTExjB07lsWLF7fav3jxYiZOnGhRKhEREeksOu2RGIDZs2dz3XXXMW7cOCZMmMAzzzzD3r17ueWWW6yOJiIiIhbr1CXmqquuorKykocffpiSkhKGDx/OokWL6NOnj9XRRERExGKd+j4xp6O97hMjIiIi7edkPr877ZwYERERkeNRiREREZGIpBIjIiIiEUklRkRERCKSSoyIiIhEJJUYERERiUgqMSIiIhKRVGJEREQkInXqO/aejpZ7+NXU1FicRERERE5Uy+f2idyLN2pLTG1tLQC5ubkWJxEREZGTVVtbS0pKynHHRO1jB0KhEPv37ycpKQmbzdam37umpobc3FyKior0SIN2pL9zx9DfuWPo79wx9HfuOO31tzYMg9raWnJycrDbjz/rJWqPxNjtdnr16tWuPyM5OVn/JekA+jt3DP2dO4b+zh1Df+eO0x5/6686AtNCE3tFREQkIqnEiIiISERSiTkFbrebn/3sZ7jdbqujRDX9nTuG/s4dQ3/njqG/c8fpDH/rqJ3YKyIiItFNR2JEREQkIqnEiIiISERSiREREZGIpBIjIiIiEUkl5iQ99dRT5OXlERsby9ixY/noo4+sjhR1PvzwQ2bMmEFOTg42m43XX3/d6khRae7cuZx55pkkJSWRmZnJ5ZdfztatW62OFXWefvppRo4cGb4h2IQJE3j77betjhX15s6di81mo6CgwOooUeXBBx/EZrO1WrKzsy3LoxJzEl555RUKCgq4//77WbNmDeeeey4XXXQRe/futTpaVKmvr2fUqFHMnz/f6ihRbenSpdx22218+umnLF68mEAgwPTp06mvr7c6WlTp1asXv/zlL1m5ciUrV67kggsu4LLLLmPTpk1WR4taK1as4JlnnmHkyJFWR4lKw4YNo6SkJLxs2LDBsiy6xPokjB8/njFjxvD000+H9w0ZMoTLL7+cuXPnWpgsetlsNhYuXMjll19udZSod+DAATIzM1m6dCnnnXee1XGiWlpaGo899hg33XST1VGiTl1dHWPGjOGpp57i5z//OaNHj+bJJ5+0OlbUePDBB3n99ddZu3at1VEAHYk5YT6fj1WrVjF9+vRW+6dPn87y5cstSiXSdjweD2B+wEr7CAaDLFiwgPr6eiZMmGB1nKh02223cfHFF3PhhRdaHSVqbd++nZycHPLy8vj2t7/Nrl27LMsStQ+AbGsVFRUEg0GysrJa7c/KyqK0tNSiVCJtwzAMZs+ezaRJkxg+fLjVcaLOhg0bmDBhAk1NTSQmJrJw4UKGDh1qdayos2DBAlavXs2KFSusjhK1xo8fz1/+8hcGDhxIWVkZP//5z5k4cSKbNm0iPT29w/OoxJwkm83WatswjKP2iUSa22+/nfXr17Ns2TKro0SlQYMGsXbtWqqrq/nHP/7B9ddfz9KlS1Vk2lBRURE//OEPeffdd4mNjbU6TtS66KKLwq9HjBjBhAkT6N+/Py+88AKzZ8/u8DwqMScoIyMDh8Nx1FGX8vLyo47OiESSWbNm8eabb/Lhhx/Sq1cvq+NEpZiYGAYMGADAuHHjWLFiBb/+9a/5wx/+YHGy6LFq1SrKy8sZO3ZseF8wGOTDDz9k/vz5eL1eHA6HhQmjU0JCAiNGjGD79u2W/HzNiTlBMTExjB07lsWLF7fav3jxYiZOnGhRKpFTZxgGt99+O//85z/573//S15entWRugzDMPB6vVbHiCpTp05lw4YNrF27NryMGzeOa6+9lrVr16rAtBOv18vmzZvp0aOHJT9fR2JOwuzZs7nuuusYN24cEyZM4JlnnmHv3r3ccsstVkeLKnV1dezYsSO8XVhYyNq1a0lLS6N3794WJosut912Gy+//DJvvPEGSUlJ4aOMKSkpxMXFWZwuetx3331cdNFF5ObmUltby4IFC/jggw945513rI4WVZKSko6az5WQkEB6errmebWhO++8kxkzZtC7d2/Ky8v5+c9/Tk1NDddff70leVRiTsJVV11FZWUlDz/8MCUlJQwfPpxFixbRp08fq6NFlZUrV3L++eeHt1vOs15//fU8//zzFqWKPi23CpgyZUqr/c899xw33HBDxweKUmVlZVx33XWUlJSQkpLCyJEjeeedd5g2bZrV0URO2r59+7j66qupqKige/funH322Xz66aeWfQ7qPjEiIiISkTQnRkRERCKSSoyIiIhEJJUYERERiUgqMSIiIhKRVGJEREQkIqnEiIiISERSiREREZGIpBIjIiIiEUklRkRERCKSSoyIiIhEJJUYERERiUgqMSIiIhKR/n+hSJmkhgmVCQAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x_vec = np.linspace(0, 5, 100)\n", "M = np.array([np.exp(x_vec), np.exp(1.2*x_vec), np.exp(1.4*x_vec)]).T # .T transposes the matrix\n", "\n", "plt.plot(x_vec, M);\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The third column dominates the plot. We can use a logarithmic scale on the y-axis to see all the lines more clearly." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.semilogy(x_vec, M)\n", "plt.grid(True) # Display a grid\n", "plt.title('Logarithmic Plot')\n", "plt.xlabel('x')\n", "plt.ylabel('y (log scale)');\n", "\n", "# See also plt.semilogx() and plt.loglog()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4. Combining Loops and Subplots" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x = np.linspace(-1, 1, 1000)\n", "plt.figure(figsize=(10, 8))\n", "\n", "for i, freq in enumerate(range(1, 5)):\n", " plt.subplot(2, 2, i + 1)\n", " plt.plot(x, np.sin(np.pi * freq * x))\n", " plt.title(f'sin({freq}πx)', fontsize=16)\n", "\n", "plt.tight_layout();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5. Animations\n", "\n", "Creating animations in a Jupyter notebook can be done in a loop by clearing the output of the cell and redrawing the plot." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "for delta in np.arange(0, 1.05, 0.05):\n", " x = np.linspace(-1, 1, 1000)\n", " y = np.sin(np.pi * (x - delta))\n", " \n", " ax.clear() # Clear the previous plot\n", " ax.plot(x, y, linewidth=4)\n", " ax.set_title(f'δ = {delta:.2f}', fontsize=18)\n", " ax.legend(['sin(π(x-δ))'])\n", " ax.set_ylim(-1.1, 1.1) # Keep axes consistent\n", " \n", " display(fig) # Display the figure\n", " time.sleep(0.1)\n", " clear_output(wait=True) # Clear the cell output and wait for the new plot" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 6. 3D Plotting: Surfaces and Contours\n", "\n", "To plot functions of two variables, we first need to create a 2D grid of points using `np.meshgrid`." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "N = 40\n", "x_1d = np.linspace(-1, 1, N)\n", "y_1d = np.linspace(-2, 2, N)\n", "X, Y = np.meshgrid(x_1d, y_1d)\n", "\n", "Z = X * np.exp(-X**2 - Y**2)\n", "\n", "fig = plt.figure(figsize=(9, 7))\n", "ax = fig.add_subplot(111, projection='3d')\n", "ax.plot_surface(X, Y, Z, cmap='viridis') # cmap is the colormap\n", "\n", "ax.set_xlabel('x')\n", "ax.set_ylabel('y')\n", "ax.set_zlabel('z');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Enabling Interactive Plots\n", "\n", "By default, Jupyter displays Matplotlib plots as static PNG images. To create interactive plots that you can rotate and zoom with your mouse, you need to switch to an interactive backend. We can do this by running a \"magic command\". This command should be run in its own cell before you create your first plot. Once enabled, all subsequent plots in the notebook will be interactive. The following magic command depend on the package `ipympl`, which can be installed using `conda install -c conda-forge ipympl`." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "%matplotlib widget" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "ff9bbcfdd7ab404c881d1dbb2ce0afdd", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(9, 7))\n", "ax = fig.add_subplot(111, projection='3d')\n", "ax.plot_wireframe(X, Y, Z, color='black', alpha=0.2);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Contour Plots\n", "A contour plot shows curves along which the function has a constant value." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "plt.contour(X, Y, Z, levels=15, cmap='viridis');\n", "plt.colorbar(); # Add a color bar to show the value scale" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Combined Surface and Contour Plots\n", "\n", "We can overlay contour lines on our 3D surface plot to add more information." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { 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", 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