08_visualise_historical_data_for_assets_over_many_days.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.pyplot import figure\n",
    "import json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "fig_size_x = 10\n",
    "fig_size_y = 3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2023-12-31.json\n",
      "WEEKEND!\n"
     ]
    },
    {
     "data": {
      "image/png": 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xcXEqW7asDh8+rGXLlql///4aPny4PD099corr2jAgAFq06aNunXrpsOHD2vu3Ll2PSO2a9cuPfbYY2rfvr1atmypcuXK6fjx45o/f75OnDih6dOnW4NWfrW2a9dOXl5e6tSpkwYMGKALFy7o/fffV3BwsP744w+bz2vSpInee+89vfLKK6pRo4aCg4PVpk0btWvXTlWqVFHfvn31/PPPy93dXXPmzLHObY758+fr3Xff1cMPP6zq1avr/Pnzev/99+Xn52cN6PkZMWKEdu7cqddee00JCQnq3LmzSpUqpW+//VYff/yx6tSpkyv4SVeDf9myZTV8+HC5u7urc+fONtvt/VndTorjmADcBly7SCMA4K8OHDhgnnrqKRMeHm68vLxM2bJlTYsWLcxbb71lLl26ZO13+fJlM378eBMREWE8PT1NWFiYGTlypE0fY64uX9+hQ4dcn3Ptct85y6Rfuyx6zjLg69evz9UeGxtr/P39jY+Pj6levbrp3bu32b59u02/PXv2mIcfftgEBAQYHx8fU6tWLTNmzBibPhMmTDCVK1c2bm5uuZaH/+yzz8w999xjfH19ja+vr6ldu7YZOHCg2b9/v80x3n33XRMREWG8vb1NZGSk2bRpU64x5iU5Odm8+uqrpnXr1qZixYrGw8PDBAYGmjZt2pilS5fm6p9frf/5z3/MnXfeaXx8fEx4eLh57bXXzJw5c3KNJykpyXTo0MGULVs21/L6iYmJJioqynh5eZkqVaqYN998M9fy9Tt27DA9evQwVapUMd7e3iY4ONh07Ngx17znJysry8ydO9e0aNHC+Pn5GR8fH1OvXj0zfvx4c+HChXz3e/zxx61fb5Afe35WrVu3NvXq1bOr1mvdzPL1S5YssemX33me8/UBp06dcnhMAOAsFmPyeHobAAAAAFBgeEYMAAAAAFyMIAYAAAAALkYQAwAAAAAXI4gBAAAAgIsRxAAAAADAxQhiAAAAAOBifKGzE2RnZ+vEiRMqW7asLBZLYZcDAAAAoJAYY3T+/HlVqlRJbm75X/ciiDnBiRMnFBYWVthlAAAAACgifvvtN/3tb3/LdztBzAnKli0r6epk+/n5FXI1AAAAAApLWlqawsLCrBkhPwQxJ8i5HdHPz48gBgAAAOCGjyyxWAcAAAAAuBhBDAAAAABcjCAGAAAAAC5GEAMAAAAAFyOIAQAAAICLEcQAAAAAwMUIYgAAAADgYgQxAAAAAHAxghgAAAAAuBhBDAAAAABcjCAGAAAAAC5GEAMAAAAAFyOIAQAAAICLEcQAAAAAwMUIYgAAAADgYgQxAAAAAHAxghgAAAAAuBhBDAAAAABcjCAGAAAAAC5GEAMAAAAAFyOIAQAAAICLEcQAAAAAwMUIYgAAAADgYgQxAAAAAHCx2y6IvfPOOwoPD5ePj4+ioqL0/fffX7f/kiVLVLt2bfn4+KhBgwZavXp1vn3/8Y9/yGKxaPr06U6uGgAAAAD+57YKYosWLdLQoUM1btw47dixQw0bNlRsbKxOnjyZZ/8tW7aoR48e6tu3r3bu3Km4uDjFxcVpz549ufouW7ZM3333nSpVqlTQwwAAAABQwt1WQezNN9/UU089pT59+qhu3bqaNWuWSpcurTlz5uTZf8aMGbr//vv1/PPPq06dOpowYYIaN26st99+26bf8ePHNXjwYH3yySfy9PR0xVAAAAAAlGC3TRDLzMxUYmKiYmJirG1ubm6KiYlRQkJCnvskJCTY9Jek2NhYm/7Z2dl64okn9Pzzz6tevXp21ZKRkaG0tDSbFwAAAADY67YJYqdPn1ZWVpZCQkJs2kNCQpSUlJTnPklJSTfs/9prr8nDw0PPPPOM3bVMnjxZ/v7+1ldYWJgDIwEAAABQ0t02QawgJCYmasaMGZo3b54sFovd+40cOVKpqanW12+//VaAVQIAAAAobm6bIFahQgW5u7srOTnZpj05OVmhoaF57hMaGnrd/t98841OnjypKlWqyMPDQx4eHjp69KiGDRum8PDwfGvx9vaWn5+fzQsAAAAA7HXbBDEvLy81adJE8fHx1rbs7GzFx8crOjo6z32io6Nt+kvS2rVrrf2feOIJ7d69Wz/88IP1ValSJT3//PP66quvCm4wAAAAAEo0j8IuwBFDhw5Vr169FBkZqaZNm2r69OlKT09Xnz59JEk9e/ZU5cqVNXnyZEnSs88+q9atW2vq1Knq0KGDFi5cqO3bt2v27NmSpPLly6t8+fI2n+Hp6anQ0FDVqlXLtYMDAAAAUGLcVkGsW7duOnXqlMaOHaukpCQ1atRIa9assS7IcezYMbm5/e8iX/PmzbVgwQK9+OKLGjVqlGrWrKnly5erfv36hTUEAAAAAJDFGGMKu4jbXVpamvz9/ZWamsrzYgAAAEAJZm82uG2eEQMAAACA4oIgBgAAAAAuRhADAAAAABcjiAEAAACAixHEAAAAAMDFCGIAAAAA4GIEMQAAAABwMYIYAAAAALgYQQwAAAAAXIwgBgAAAAAuRhADAAAAABcjiAEAAACAixHEAAAAAMDFCGIAAAAA4GIEMQAAAABwMYIYAAAAALgYQQwAAAAAXIwgBgAAAAAu5nAQ27Fjh3788Ufr+y+++EJxcXEaNWqUMjMznVocAAAAABRHDgexAQMG6MCBA5KkX3/9Vd27d1fp0qW1ZMkSvfDCC04vEAAAAACKG4eD2IEDB9SoUSNJ0pIlS9SqVSstWLBA8+bN02effebs+gAAAACg2HE4iBljlJ2dLUn6+uuv9cADD0iSwsLCdPr0aedWBwAAAADFkMNBLDIyUq+88oo++ugjbdy4UR06dJAkHT58WCEhIU4vEAAAAACKG4eD2PTp07Vjxw4NGjRIo0ePVo0aNSRJS5cuVfPmzZ1eIAAAAAAUNxZjjHHGgS5duiR3d3d5eno643C3lbS0NPn7+ys1NVV+fn6FXQ4AAACAQmJvNvBw1gf6+Pg461AAAAAAUKw5HMTc3NxksVjy3Z6VlXVLBQEAAABAcedwEFu2bJnN+8uXL2vnzp2aP3++xo8f77TCAAAAAKC4ctozYgsWLNCiRYv0xRdfOONwtxWeEQMAAAAg2Z8NHF41MT/NmjVTfHy8sw4HAAAAAMWWU4LYn3/+qZkzZ6py5crOOBwAAAAAFGsOB7HAwECVK1fO+goMDFTZsmU1Z84cTZkypSBqtPHOO+8oPDxcPj4+ioqK0vfff3/d/kuWLFHt2rXl4+OjBg0aaPXq1dZtly9f1r/+9S81aNBAvr6+qlSpknr27KkTJ04U9DAAAAAAlGAOL9Yxbdo0m1UT3dzcFBQUpKioKAUGBjq1uGstWrRIQ4cO1axZsxQVFaXp06crNjZW+/fvV3BwcK7+W7ZsUY8ePTR58mR17NhRCxYsUFxcnHbs2KH69evr4sWL2rFjh8aMGaOGDRvq3LlzevbZZ/Xggw9q+/btBToWAAAAACWXw4t1HDt2TGFhYXkuYX/s2DFVqVLFacVdKyoqSnfffbfefvttSVJ2drbCwsI0ePBgjRgxIlf/bt26KT09XStXrrS2NWvWTI0aNdKsWbPy/Ixt27apadOmOnr0qN1jYbEOAAAAAFIBLtYRERGhU6dO5Wo/c+aMIiIiHD2c3TIzM5WYmKiYmBhrm5ubm2JiYpSQkJDnPgkJCTb9JSk2Njbf/pKUmpoqi8WigICAfPtkZGQoLS3N5gUAAAAA9nI4iOV3Ae3ChQvy8fG55YLyc/r0aWVlZSkkJMSmPSQkRElJSXnuk5SU5FD/S5cu6V//+pd69Ohx3fQ6efJk+fv7W19hYWEOjgYAAABASWb3M2JDhw6VJFksFo0dO1alS5e2bsvKytLWrVvVqFEjpxfoKpcvX1bXrl1ljNF777133b4jR460zod09fIjYQwAAACAvewOYjt37pR09YrYjz/+KC8vL+s2Ly8vNWzYUMOHD3d+hf+nQoUKcnd3V3Jysk17cnKyQkND89wnNDTUrv45Iezo0aNat27dDZ/z8vb2lre3902MAgAAAAAcCGLr16+XJPXp00czZsxw+aIUXl5eatKkieLj4xUXFyfp6mId8fHxGjRoUJ77REdHKz4+XkOGDLG2rV27VtHR0db3OSHs4MGDWr9+vcqXL1+QwwAAAAAAx5evnzt3bkHUYZehQ4eqV69eioyMVNOmTTV9+nSlp6erT58+kqSePXuqcuXKmjx5siTp2WefVevWrTV16lR16NBBCxcu1Pbt2zV79mxJV0NYly5dtGPHDq1cuVJZWVnW58fKlStnc9UPAAAAAJzF4SAmSdu3b9fixYt17NgxZWZm2mz7/PPPnVJYXrp166ZTp05p7NixSkpKUqNGjbRmzRrrghzHjh2Tm9v/1h9p3ry5FixYoBdffFGjRo1SzZo1tXz5ctWvX1+SdPz4cf3nP/+RpFzPt61fv1733ntvgY0FAAAAQMnl8PeILVy4UD179lRsbKz++9//ql27djpw4ICSk5P18MMPF+oVs8LC94gBAAAAkArwe8QmTZqkadOmacWKFfLy8tKMGTO0b98+de3atUC/zBkAAAAAiguHg9ihQ4fUoUMHSVcX0EhPT5fFYtFzzz1nffYKAAAAAJA/h4NYYGCgzp8/L0mqXLmy9uzZI0lKSUnRxYsXnVsdAAAAABRDDi/W0apVK61du1YNGjTQo48+qmeffVbr1q3T2rVr1bZt24KoEQAAAACKFYeD2Ntvv61Lly5JkkaPHi1PT09t2bJFnTt31osvvuj0AgEAAACguHF41UTkxqqJAAAAAKQCXDXR3d1dJ0+ezNV+5swZubu7O3o4AAAAAChxHA5i+V1Ay8jIkJeX1y0XBAAAAADFnd3PiM2cOVOSZLFY9MEHH6hMmTLWbVlZWdq0aZNq167t/AoBAAAAoJixO4hNmzZN0tUrYrNmzbK5DdHLy0vh4eGaNWuW8ysEAAAAgGLG7iB2+PBhSdJ9992nzz//XIGBgQVWFAAAAAAUZw4vX79+/Xqb91euXNGlS5dsblUEAAAAAOTP7sU6VqxYoXnz5tm0TZw4UWXKlFFAQIDatWunc+fOObs+AAAAACh27A5ib775ptLT063vt2zZorFjx2rMmDFavHixfvvtN02YMKFAigQAAACA4sTuIPbTTz+pefPm1vdLly7V//t//0+jR4/WI488oqlTp2rFihUFUiQAAAAAFCd2B7Hz58+rfPny1vfffvut2rZta31fr149nThxwrnVAQAAAEAxZHcQq1y5svbu3StJunDhgnbt2mVzhezMmTMqXbq08ysEAAAAgGLG7iD26KOPasiQIfroo4/01FNPKTQ0VM2aNbNu3759u2rVqlUgRQIAAABAcWL38vVjx47V8ePH9cwzzyg0NFQff/yxzZc6f/rpp+rUqVOBFAkAAAAAxYnFGGMKu4jbXVpamvz9/ZWamio/P7/CLgcAAABAIbE3G9h9ayIAAAAAwDkIYgAAAADgYgQxAAAAAHAxghgAAAAAuBhBDAAAAABczK7l62fOnGn3AZ955pmbLgYAAAAASgK7lq+PiIiweX/q1CldvHhRAQEBkqSUlBSVLl1awcHB+vXXXwuk0KKM5esBAAAASE5evv7w4cPW18SJE9WoUSPt3btXZ8+e1dmzZ7V37141btxYEyZMcNoAAAAAAKC4cvgLnatXr66lS5fqrrvusmlPTExUly5ddPjwYacWeDvgihgAAAAAqQC/0PmPP/7QlStXcrVnZWUpOTnZ0cMBAAAAQInjcBBr27atBgwYoB07dljbEhMT9fTTTysmJsapxQEAAABAceRwEJszZ45CQ0MVGRkpb29veXt7q2nTpgoJCdEHH3xQEDXaeOeddxQeHi4fHx9FRUXp+++/v27/JUuWqHbt2vLx8VGDBg20evVqm+3GGI0dO1YVK1ZUqVKlFBMTo4MHDxbkEAAAAACUcA4HsaCgIK1evVr79u3TkiVLtGTJEu3du1erV69WcHBwQdRotWjRIg0dOlTjxo3Tjh071LBhQ8XGxurkyZN59t+yZYt69Oihvn37aufOnYqLi1NcXJz27Nlj7fP6669r5syZmjVrlrZu3SpfX1/Fxsbq0qVLBToWAAAAACWXw4t15MjMzNThw4dVvXp1eXjY9XVktywqKkp333233n77bUlSdna2wsLCNHjwYI0YMSJX/27duik9PV0rV660tjVr1kyNGjXSrFmzZIxRpUqVNGzYMA0fPlySlJqaqpCQEM2bN0/du3e3q66cB/JOnDrBYh0AAABACZaWlqZKQZVuuFiHwwnq4sWLGjx4sObPny9JOnDggKpVq6bBgwercuXKeQYiZ8jMzFRiYqJGjhxpbXNzc1NMTIwSEhLy3CchIUFDhw61aYuNjdXy5cslXV2WPykpyebZNn9/f0VFRSkhISHfIJaRkaGMjAzr+7S0NElSpamVJJ+bGh4AAACA4sDOG+scvjVx5MiR2rVrlzZs2CAfn/+ljpiYGC1atMjRw9nt9OnTysrKUkhIiE17SEiIkpKS8twnKSnpuv1z/unIMSVp8uTJ8vf3t77CwsIcHg8AAACAksvhK2LLly/XokWL1KxZM1ksFmt7vXr1dOjQIacWV1SNHDnS5kpbWlqawsLCdGIYtyYCAAAAJVlaWpoqvVrphv0cDmKnTp3Kc1GO9PR0m2DmbBUqVJC7u3uu7ypLTk5WaGhonvuEhoZet3/OP5OTk1WxYkWbPo0aNcq3lpzVIq/l6+UrXy9fu8YDAAAAoPjJ8sqyq5/DtyZGRkZq1apV1vc54euDDz5QdHS0o4ezm5eXl5o0aaL4+HhrW3Z2tuLj4/P93OjoaJv+krR27Vpr/4iICIWGhtr0SUtL09atWwt0LAAAAABKNoeviE2aNEnt27fXzz//rCtXrmjGjBn6+eeftWXLFm3cuLEgarQaOnSoevXqpcjISDVt2lTTp09Xenq6+vTpI0nq2bOnKleurMmTJ0uSnn32WbVu3VpTp05Vhw4dtHDhQm3fvl2zZ8+WdDVEDhkyRK+88opq1qypiIgIjRkzRpUqVVJcXFyBjgUAAABAyeVwELvnnnv0ww8/6NVXX1WDBg303//+V40bN1ZCQoIaNGhQEDVadevWTadOndLYsWOVlJSkRo0aac2aNdbFNo4dOyY3t/9d5GvevLkWLFigF198UaNGjVLNmjW1fPly1a9f39rnhRdeUHp6uvr376+UlBTdc889WrNmjc1CJAAAAADgTDf9PWL4n5zvEbvRdwUAAAAAKN7szQYOPyPm7u6ukydP5mo/c+aM3N3dHT0cAAAAAJQ4Dgex/C6gZWRkyMvL65YLAgAAAIDizu5nxGbOnCnp6gIXH3zwgcqUKWPdlpWVpU2bNql27drOrxAAAAAAihm7g9i0adMkXb0iNmvWLJvbEL28vBQeHq5Zs2Y5v0IAAAAAKGbsDmKHDx+WJN133336/PPPFRgYWGBFAQAAAEBx5vDy9evXry+IOgAAAACgxHB4sY7OnTvrtddey9X++uuv69FHH3VKUQAAAABQnDkcxDZt2qQHHnggV3v79u21adMmpxQFAAAAAMWZw0HswoULeS5T7+npqbS0NKcUBQAAAADFmcNBrEGDBlq0aFGu9oULF6pu3bpOKQoAAAAAijOHF+sYM2aMHnnkER06dEht2rSRJMXHx+vTTz/VkiVLnF4gAAAAABQ3DgexTp06afny5Zo0aZKWLl2qUqVK6c4779TXX3+t1q1bF0SNAAAAAFCsWIwxprCLuN2lpaXJ399fqamp8vPzK+xyAAAAABQSe7OBw8+ISVJKSoo++OADjRo1SmfPnpUk7dixQ8ePH7+5agEAAACgBHH41sTdu3crJiZG/v7+OnLkiPr166dy5crp888/17Fjx/Thhx8WRJ0AAAAAUGw4fEVs6NCh6t27tw4ePCgfHx9r+wMPPMD3iAEAAACAHRwOYtu2bdOAAQNytVeuXFlJSUlOKQoAAAAAijOHg5i3t3eeX9x84MABBQUFOaUoAAAAACjOHA5iDz74oF5++WVdvnxZkmSxWHTs2DH961//UufOnZ1eIAAAAAAUNw4HsalTp+rChQsKDg7Wn3/+qdatW6tGjRoqW7asJk6cWBA1AgAAAECx4vCqif7+/lq7dq2+/fZb7d69WxcuXFDjxo0VExNTEPUBAAAAQLHDFzo7AV/oDAAAAECyPxs4fEVMkuLj4xUfH6+TJ08qOzvbZtucOXNu5pAAAAAAUGI4HMTGjx+vl19+WZGRkapYsaIsFktB1AUAAAAAxZbDQWzWrFmaN2+ennjiiYKoBwAAAACKPYdXTczMzFTz5s0LohYAAAAAKBEcDmL9+vXTggULCqIWAAAAACgRHL418dKlS5o9e7a+/vpr3XnnnfL09LTZ/uabbzqtOAAAAAAojhwOYrt371ajRo0kSXv27LHZxsIdAAAAAHBjDgex9evXF0QdAAAAAFBiOPyMGAAAAADg1jgcxNLT0zVmzBg1b95cNWrUULVq1WxeBeXs2bN6/PHH5efnp4CAAPXt21cXLly47j6XLl3SwIEDVb58eZUpU0adO3dWcnKydfuuXbvUo0cPhYWFqVSpUqpTp45mzJhRYGMAAAAAAOkmbk3s16+fNm7cqCeeeMKlX+j8+OOP648//tDatWt1+fJl9enTR/3797/uCo7PPfecVq1apSVLlsjf31+DBg3SI488os2bN0uSEhMTFRwcrI8//lhhYWHasmWL+vfvL3d3dw0aNMgl4wIAAABQ8liMMcaRHQICArRq1Sq1aNGioGrKZe/evapbt662bdumyMhISdKaNWv0wAMP6Pfff1elSpVy7ZOamqqgoCAtWLBAXbp0kSTt27dPderUUUJCgpo1a5bnZw0cOFB79+7VunXr7K4vLS1N/v7+Sk1NlZ+f302MEAAAAEBxYG82cPjWxMDAQJUrV+6WinNUQkKCAgICrCFMkmJiYuTm5qatW7fmuU9iYqIuX76smJgYa1vt2rVVpUoVJSQk5PtZqampNxxfRkaG0tLSbF4AAAAAYC+Hg9iECRM0duxYXbx4sSDqyVNSUpKCg4Nt2jw8PFSuXDklJSXlu4+Xl5cCAgJs2kNCQvLdZ8uWLVq0aJH69+9/3XomT54sf39/6yssLMz+wQAAAAAo8RwOYlOnTtVXX32lkJAQNWjQQI0bN7Z5OWLEiBGyWCzXfe3bt8/REm/Knj179NBDD2ncuHFq167ddfuOHDlSqamp1tdvv/3mkhoBAAAAFA8OL9YRFxfntA8fNmyYevfufd0+1apVU2hoqE6ePGnTfuXKFZ09e1ahoaF57hcaGqrMzEylpKTYXBVLTk7Otc/PP/+stm3bqn///nrxxRdvWLe3t7e8vb1v2A8AAAAA8uJwEBs3bpzTPjwoKEhBQUE37BcdHa2UlBQlJiaqSZMmkqR169YpOztbUVFRee7TpEkTeXp6Kj4+Xp07d5Yk7d+/X8eOHVN0dLS1308//aQ2bdqoV69emjhxohNGBQAAAADX5/CqiTkSExO1d+9eSVK9evV01113ObWwa7Vv317JycmaNWuWdfn6yMhI6/L1x48fV9u2bfXhhx+qadOmkqSnn35aq1ev1rx58+Tn56fBgwdLuvosmHT1dsQ2bdooNjZWU6ZMsX6Wu7u7XQExB6smAgAAAJDszwYOXxE7efKkunfvrg0bNlhv+UtJSdF9992nhQsXOhRgHPHJJ59o0KBBatu2rdzc3NS5c2fNnDnTuv3y5cvav3+/zSIi06ZNs/bNyMhQbGys3n33Xev2pUuX6tSpU/r444/18ccfW9urVq2qI0eOFMg4AAAAAMDhK2LdunXTr7/+qg8//FB16tSRdPUZq169eqlGjRr69NNPC6TQoowrYgAAAAAk+7OBw0HM399fX3/9te6++26b9u+//17t2rVTSkrKTRV8OyOIAQAAAJAK8Auds7Oz5enpmavd09NT2dnZjh4OAAAAAEoch4NYmzZt9Oyzz+rEiRPWtuPHj+u5555T27ZtnVocAAAAABRHDgext99+W2lpaQoPD1f16tVVvXp1RUREKC0tTW+99VZB1AgAAAAAxYrDqyaGhYVpx44d+vrrr7Vv3z5JUp06dRQTE+P04gAAAACgOLrp7xHD/7BYBwAAAACpABbrWLdunerWrau0tLRc21JTU1WvXj198803N1ctAAAAAJQgdgex6dOn66mnnsoz1fn7+2vAgAF68803nVocAAAAABRHdgexXbt26f777893e7t27ZSYmOiUogAAAACgOLM7iCUnJ+f5/WE5PDw8dOrUKacUBQAAAADFmd1BrHLlytqzZ0++23fv3q2KFSs6pSgAAAAAKM7sDmIPPPCAxowZo0uXLuXa9ueff2rcuHHq2LGjU4sDAAAAgOLI7uXrk5OT1bhxY7m7u2vQoEGqVauWJGnfvn165513lJWVpR07digkJKRACy6KWL4eAAAAgGR/NrD7C51DQkK0ZcsWPf300xo5cqRy8pvFYlFsbKzeeeedEhnCAAAAAMBRdgcxSapatapWr16tc+fO6ZdffpExRjVr1lRgYGBB1QcAAAAAxY5DQSxHYGCg7r77bmfXAgAAAAAlgt2LdQAAAAAAnIMgBgAAAAAuRhADAAAAABcjiAEAAACAixHEAAAAAMDFCGIAAAAA4GIEMQAAAABwMYIYAAAAALgYQQwAAAAAXIwgBgAAAAAuRhADAAAAABcjiAEAAACAixHEAAAAAMDFCGIAAAAA4GIEMQAAAABwsdsmiJ09e1aPP/64/Pz8FBAQoL59++rChQvX3efSpUsaOHCgypcvrzJlyqhz585KTk7Os++ZM2f0t7/9TRaLRSkpKQUwAgAAAAC46rYJYo8//rh++uknrV27VitXrtSmTZvUv3//6+7z3HPPacWKFVqyZIk2btyoEydO6JFHHsmzb9++fXXnnXcWROkAAAAAYMNijDGFXcSN7N27V3Xr1tW2bdsUGRkpSVqzZo0eeOAB/f7776pUqVKufVJTUxUUFKQFCxaoS5cukqR9+/apTp06SkhIULNmzax933vvPS1atEhjx45V27Ztde7cOQUEBNhdX1pamvz9/ZWamio/P79bGywAAACA25a92eC2uCKWkJCggIAAawiTpJiYGLm5uWnr1q157pOYmKjLly8rJibG2la7dm1VqVJFCQkJ1raff/5ZL7/8sj788EO5udk3HRkZGUpLS7N5AQAAAIC9bosglpSUpODgYJs2Dw8PlStXTklJSfnu4+XllevKVkhIiHWfjIwM9ejRQ1OmTFGVKlXsrmfy5Mny9/e3vsLCwhwbEAAAAIASrVCD2IgRI2SxWK772rdvX4F9/siRI1WnTh39/e9/d3i/1NRU6+u3334roAoBAAAAFEcehfnhw4YNU+/eva/bp1q1agoNDdXJkydt2q9cuaKzZ88qNDQ0z/1CQ0OVmZmplJQUm6tiycnJ1n3WrVunH3/8UUuXLpUk5TwuV6FCBY0ePVrjx4/P89je3t7y9va2Z4gAAAAAkEuhBrGgoCAFBQXdsF90dLRSUlKUmJioJk2aSLoaorKzsxUVFZXnPk2aNJGnp6fi4+PVuXNnSdL+/ft17NgxRUdHS5I+++wz/fnnn9Z9tm3bpieffFLffPONqlevfqvDAwAAAIA8FWoQs1edOnV0//3366mnntKsWbN0+fJlDRo0SN27d7eumHj8+HG1bdtWH374oZo2bSp/f3/17dtXQ4cOVbly5eTn56fBgwcrOjraumLitWHr9OnT1s9zZNVEAAAAAHDEbRHEJOmTTz7RoEGD1LZtW7m5ualz586aOXOmdfvly5e1f/9+Xbx40do2bdo0a9+MjAzFxsbq3XffLYzyAQAAAMDqtvgesaKO7xEDAAAAIBWz7xEDAAAAgOKEIAYAAAAALkYQAwAAAAAXI4gBAAAAgIsRxAAAAADAxQhiAAAAAOBiBDEAAAAAcDGCGAAAAAC4GEEMAAAAAFyMIAYAAAAALkYQAwAAAAAXI4gBAAAAgIsRxAAAAADAxQhiAAAAAOBiBDEAAAAAcDGCGAAAAAC4GEEMAAAAAFyMIAYAAAAALkYQAwAAAAAXI4gBAAAAgIsRxAAAAADAxQhiAAAAAOBiBDEAAAAAcDGCGAAAAAC4mEdhF1AcGGMkSWlpaYVcCQAAAIDClJMJcjJCfghiTnDmzBlJUlhYWCFXAgAAAKAoOHPmjPz9/fPdThBzgnLlykmSjh07dt3JLu7uvvtubdu2rbDLKHTMw1XMA3OQg3m4inlgDnIwD1cxD8xBjuI2D6mpqapSpYo1I+SHIOYEbm5XH7Xz9/eXn59fIVdTeNzd3Uv0+HMwD1cxD8xBDubhKuaBOcjBPFzFPDAHOYrrPORkhHy3u6gOlAADBw4s7BKKBObhKuaBOcjBPFzFPDAHOZiHq5gH5iBHSZ0Hi7nRU2S4obS0NPn7+ys1NbVYpnkAAAAA9rE3G3BFzAm8vb01btw4eXt7F3YpAAAAAAqRvdmAK2IAAAAA4GJcEQMAAAAAFyOIAQAAAICLEcRKuMmTJ+vuu+9W2bJlFRwcrLi4OO3fv9+mz4ABA1S9enWVKlVKQUFBeuihh7Rv374bHnvJkiWqXbu2fHx81KBBA61evdpme+/evWWxWGxe999/v1PHZ6+CmoeffvpJnTt3Vnh4uCwWi6ZPn55nv3feeUfh4eHy8fFRVFSUvv/+e2cNzSGFOQ8vvfRSrvOhdu3azhyeXQpqDt5//321bNlSgYGBCgwMVExMTK6fszFGY8eOVcWKFVWqVCnFxMTo4MGDTh+jPQpzHkrC74bPP/9ckZGRCggIkK+vrxo1aqSPPvrIpk9ROR8Kcw5KwrnwVwsXLpTFYlFcXJxNe1E5F6TCnYeicj4U1BzMmzcv1/h8fHxs+pSEc8GeeSgq58KtIoiVcBs3btTAgQP13Xffae3atbp8+bLatWun9PR0a58mTZpo7ty52rt3r7766isZY9SuXTtlZWXle9wtW7aoR48e6tu3r3bu3Km4uDjFxcVpz549Nv3uv/9+/fHHH9bXp59+WmBjvZ6CmoeLFy+qWrVqevXVVxUaGppnn0WLFmno0KEaN26cduzYoYYNGyo2NlYnT550+jhvpDDnQZLq1atncz58++23Th2fPQpqDjZs2KAePXpo/fr1SkhIUFhYmNq1a6fjx49b+7z++uuaOXOmZs2apa1bt8rX11exsbG6dOlSgY45L4U5D1Lx/91Qrlw5jR49WgkJCdq9e7f69OmjPn366KuvvrL2KSrnQ2HOgVT8z4UcR44c0fDhw9WyZctc24rKuSAV7jxIReN8KMg58PPzsxnf0aNHbbaXlHPhRvMgFY1z4ZaZEmzSpEkmMjLSlClTxgQFBZmHHnrI7Nu3z6ZP//79TbVq1YyPj4+pUKGCefDBB83evXtveOzFixebWrVqGW9vb1O/fn2zatUqm+3Z2dlmzJgxJjQ01Pj4+Ji2bduaAwcOOHV8N+PkyZNGktm4cWO+fXbt2mUkmV9++SXfPl27djUdOnSwaYuKijIDBgywvu/Vq5d56KGHbrnmguCsefirqlWrmmnTpuVqb9q0qRk4cKD1fVZWlqlUqZKZPHmyw3U7myvnYdy4caZhw4Y3WWnBKYg5MMaYK1eumLJly5r58+cbY67+TggNDTVTpkyx9klJSTHe3t7m008/vfkBOImr5sGYkve7Icddd91lXnzxRWNM0T4fXDUHxpScc+HKlSumefPm5oMPPsg15qJ8LhjjunkwpuieD86ag7lz5xp/f/98t5eUc+FG82BM0T0XHFWir4gV5tWgovQ3Gn+Vmpoq6erfVOYlPT1dc+fOVUREhMLCwqzt4eHheumll6zvExISFBMTY7NvbGysEhISbNo2bNig4OBg1apVS08//bTOnDnjpJHcGmfNw41kZmYqMTHRZq7c3NwUExOTa64Kg6vmIcfBgwdVqVIlVatWTY8//riOHTt2U3U7U0HNwcWLF3X58mXrcQ8fPqykpCSbc8Hf319RUVHF+ly4dh5ylKTfDcYYxcfHa//+/WrVqpWkon0+uGoOcpSEc+Hll19WcHCw+vbtm+s4RflckFw3DzmK4vngzDm4cOGCqlatqrCwMD300EP66aefrNtK0rlwvXnIURTPBYcVchAsUlx1Naio/o1GVlaW6dChg2nRokWube+8847x9fU1kkytWrVyjb9Nmzbmrbfesr739PQ0CxYsyHWM4OBg6/tPP/3UfPHFF2b37t1m2bJlpk6dOubuu+82V65ccfLIHOPMefirvK4EHT9+3EgyW7ZssWl//vnnTdOmTW9tILfIlfNgjDGrV682ixcvNrt27TJr1qwx0dHRpkqVKiYtLc0p47kZBTUHxhjz9NNPm2rVqpk///zTGGPM5s2bjSRz4sQJm36PPvqo6dq1qxNGc/NcOQ/GlJzfDSkpKcbX19d4eHgYb29v8+9//9u6raieD66cA2NKxrnwzTffmMqVK5tTp04ZY3L/TX9RPReMce08GFM0zwdnzsGWLVvM/Pnzzc6dO82GDRtMx44djZ+fn/ntt9+MMSXnXLjRPBhTNM+Fm0EQ+4uDBw8aSebHH3/Mc/uFCxfMkCFDTEREhMnIyLC2V61a1YwbN876PiwsLNcfNMeOHWvuvPNOY4wxhw4dMpLMzp07bfq0atXKPPPMM04Zy834xz/+YapWrWpzoudISUkxBw4cMBs3bjSdOnUyjRs3tvmD07XsCWLXypmXr7/++uYH4QTOnIe/ut2CmCvnIS/nzp0zfn5+5oMPPnC0dKcpqDmYPHmyCQwMNLt27bK2FeX/wbpyHvJSXH83ZGVlmYMHD5qdO3eaN954w/j7+5v169cbY4ru+eDKOchLcTsX0tLSTHh4uFm9erW17XYKYq6ch7wUhfOhoH4/GmNMZmamqV69uvV23ZJwLuTl2nnIS1E4F24GQez/uPJqUFH8D2ngwIHmb3/7m/n1119v2DcjI8OULl061xj/6kZhND8VKlQws2bNsqvmguDsefirvAJIRkaGcXd3N8uWLbNp79mzp3nwwQftLdvpXD0P+YmMjDQjRoywq6+zFdQcTJkyxfj7+5tt27bZtBfVv6Bx9Tzkpzj/bsjRt29f065dO2NM0TwfXD0H+SlO58LOnTuNJOPu7m59WSwWY7FYjLu7u/nll1+K5LlgjOvnIT+FeT644r+JLl26mO7duxtjiubvBWNcPw/5KezfDTejRD8j9lcDBw7Unj17tHDhwlzbHn/8ce3cuVMbN27UHXfcoa5du9o8yxUfH69Bgwa5slynMcZo0KBBWrZsmdatW6eIiAi79jHGKCMjI98+0dHRio+Pt2lbu3atoqOj893n999/15kzZ1SxYkX7B+AkBTUPN+Ll5aUmTZrYzFV2drbi4+OvO1cFpbDmIS8XLlzQoUOHXH4+FOQcvP7665owYYLWrFmjyMhIm20REREKDQ21ORfS0tK0devWYncuXG8e8lJSfjdkZ2db9ylK50NhzUFeitu5ULt2bf3444/64YcfrK8HH3xQ9913n3744QeFhYUVqXNBKrx5yEthnQ+u+m8iKytLP/74o3V8JeFcyMu185CXwvzdcEsKPOrdBlx9Nago/Y3G008/bfz9/c2GDRvMH3/8YX1dvHjRWuukSZPM9u3bzdGjR83mzZtNp06dTLly5UxycrL1ONdeFdy8ebPx8PAwb7zxhtm7d68ZN26c8fT0tN72ef78eTN8+HCTkJBgDh8+bL7++mvTuHFjU7NmTXPp0iWXzoExBTcPGRkZZufOnWbnzp2mYsWKZvjw4Wbnzp3m4MGD1j4LFy403t7eZt68eebnn382/fv3NwEBASYpKcl1E/B/CnMehg0bZjZs2GAOHz5sNm/ebGJiYkyFChXMyZMnXTcBpuDm4NVXXzVeXl5m6dKlNsc9f/68TZ+AgADrfe8PPfSQiYiIcOgWDmcprHkoKb8bJk2aZP773/+aQ4cOmZ9//tm88cYbxsPDw7z//vvWPkXlfCisOSgp58K18rolr6icC8YU3jwUpfOhoOZg/Pjx5quvvjKHDh0yiYmJpnv37sbHx8f89NNP1j4l4Vy40TwUpXPhVpXoIJadnW0GDhxoKlWqZPfS8ZcuXTKlSpUyc+fOzbdP165dTceOHW3aoqOjcy3W8cYbb1i3p6amFspiHZLyfOWM7/jx46Z9+/YmODjYeHp6mr/97W/msccey7XM/7XPyRlzdQn/O+64w3h5eZl69erZLOF/8eJF065dOxMUFGQ8PT1N1apVzVNPPVUo4cOYgpuHw4cP53nc1q1b2+z31ltvmSpVqhgvLy/TtGlT89133xXwiPNWmPPQrVs3U7FiRePl5WUqV65sunXr5vDS185QUHNQtWrVPI/71z45X2sREhJivL29Tdu2bc3+/ftdMOrcCmseSsrvhtGjR5saNWoYHx8fExgYaKKjo83ChQtt9ikq50NhzUFJOReulVcQKyrngjGFNw9F6XwoqDkYMmSI9c8CISEh5oEHHjA7duyw2acknAs3moeidC7cKosxxjhwAa1Y+ec//6kFCxboiy++UK1atazt/v7+KlWqlH799VctWrRI7dq1U1BQkH7//Xe9+uqr2rx5s/bu3avg4GBJUtu2bfXwww9bb0/csmWLWrdurVdffVUdOnTQwoULNWnSJO3YsUP169eXJL322mt69dVXNX/+fEVERGjMmDHavXu3fv7551zfHg4AAACgePEo7AIK03vvvSdJuvfee23a586dq969e8vHx0fffPONpk+frnPnzikkJEStWrXSli1brCFMkg4dOqTTp09b3zdv3lwLFizQiy++qFGjRqlmzZpavny5NYRJ0gsvvKD09HT1799fKSkpuueee7RmzRpCGAAAAFAClOgrYgAAAABQGFg1EQAAAABcjCAGAAAAAC5GEAMAAAAAFyOIAQAAAICLEcQAAAAAwMUIYgAAAADgYgQxAAAAAHAxghgAAAAAuBhBDAAAO/Xu3VtxcXGFXQYAoBjwKOwCAAAoCiwWy3W3jxs3TjNmzJAxxkUVAQCKM4IYAACS/vjjD+u/L1q0SGPHjtX+/futbWXKlFGZMmUKozQAQDHErYkAAEgKDQ21vvz9/WWxWGzaypQpk+vWxHvvvVeDBw/WkCFDFBgYqJCQEL3//vtKT09Xnz59VLZsWdWoUUNffvmlzWft2bNH7du3V5kyZRQSEqInnnhCp0+fdvGIAQCFiSAGAMAtmD9/vipUqKDvv/9egwcP1tNPP61HH31UzZs3144dO9SuXTs98cQTunjxoiQpJSVFbdq00V133aXt27drzZo1Sk5OVteuXQt5JAAAVyKIAQBwCxo2bKgXX3xRNWvW1MiRI+Xj46MKFSroqaeeUs2aNTV27FidOXNGu3fvliS9/fbbuuuuuzRp0iTVrl1bd911l+bMmaP169frwIEDhTwaAICr8IwYAAC34M4777T+u7u7u8qXL68GDRpY20JCQiRJJ0+elCTt2rVL69evz/N5s0OHDumOO+4o4IoBAEUBQQwAgFvg6elp895isdi05azGmJ2dLUm6cOGCOnXqpNdeey3XsSpWrFiAlQIAihKCGAAALtS4cWN99tlnCg8Pl4cH/xsGgJKKZ8QAAHChgQMH6uzZs+rRo4e2bdumQ4cO6auvvlKfPn2UlZVV2OUBAFyEIAYAgAtVqlRJmzdvVlZWltq1a6cGDRpoyJAhCggIkJsb/1sGgJLCYowxhV0EAAAAAJQk/NUbAAAAALgYQQwAAAAAXIwgBgAAAAAuRhADAAAAABcjiAEAAACAixHEAAAAAMDFCGIAAAAA4GIEMQAAAABwMYIYAAAAALgYQQwAAAAAXIwgBgAAAAAu9v8BSFBIIkBK+FoAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2024-01-01.json\n"
     ]
    },
    {
     "data": {
      "image/png": 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qV66cxo4dq6FDh+rEiRNq37698uXLp+PHj+uzzz7TM888o5dfflk+Pj4aO3as+vbtq2bNmqlTp046fvy43n//fafmOO3evVtPPPGEWrVqpUaNGqlgwYI6ffq0Fi5cqD/++ENTpkyxF0a3irVFixby9fVVu3bt1LdvX8XHx2vu3LkKDg7Wn3/+6fB8tWvX1qxZszR27FiVL19ewcHBatasmVq0aKFSpUqpV69e+ve//y1vb2/Nnz/fnttUCxcu1MyZM/XII4+oXLlyunTpkubOnavAwEB7QX0rQ4YM0S+//KKJEydq69atevTRR5U7d25t3rxZH330kSpVqpSmUJNuFOr58uXTyy+/LG9vbz366KMOx529VtmJJ74mANnE3V3EDwCyr8OHD5s+ffqYsLAw4+vra/Lly2caNGhg3nnnHXP16lV7v2vXrpnRo0ebMmXKGB8fHxMaGmqGDh3q0MeYG8uRt2nTJs3z3Lx8c+qy1zcvc526rPP69evTtLds2dLkz5/f+Pv7m3LlypkePXqY7du3O/Tbt2+feeSRR0yBAgWMv7+/qVChghkxYoRDnzFjxpgSJUoYLy+vNMt9f/rpp6Zhw4YmT548Jk+ePKZixYrm+eefN7/++qvDY8ycOdOUKVPG+Pn5mTp16phNmzaleY3piY6ONm+88YZp3LixKVasmMmVK5cJCgoyzZo1M5988kma/reK9csvvzTVqlUz/v7+JiwszEycONHMnz8/zeuJiooybdq0Mfny5UuzXPqOHTtM3bp1ja+vrylVqpSJjIxMsxz5zp07TZcuXUypUqWMn5+fCQ4ONm3btk2T91tJTk4277//vmnQoIEJDAw0/v7+Jjw83IwePdrEx8ff8rwnn3zSvlz9rThzrRo3bmzCw8OdivVmd7Ic+bJlyxz63ep9nroc/NmzZ11+TQCQmWzGpDMDGQAAAABgxxwnAAAAAMgAhRMAAAAAZIDCCQAAAAAyQOEEAAAAABmgcAIAAACADOS4fZxSUlL0xx9/KF++fLfcJR4AAACA5zPG6NKlSypevLi8vG5/TynHFU5//PGHQkND3R0GAAAAgCzi1KlTKlmy5G375LjCKV++fJJuJCcwMNDN0QAAAABwl7i4OIWGhtprhNvJcYVT6vC8wMBACicAAAAATk3hYXEIAAAAAMgAhRMAAAAAZIDCCQAAAAAy4NbCadOmTWrXrp2KFy8um82mzz//PMNzNmzYoFq1asnPz0/ly5fXggULLI8TAAAAQM7m1sIpISFB1atX14wZM5zqf/z4cbVp00ZNmzbVrl27NGjQIPXu3VvffPONxZECAAAAyMncuqpeq1at1KpVK6f7z549W2XKlNGkSZMkSZUqVdLmzZs1efJktWzZ0qowAWQjp2Ou6NCfce4OAxbxstl0X5mCyuuX4xaFBQC4Wbb65Nm6dauaN2/u0NayZUsNGjToluckJiYqMTHR/n1cHL9QAZ4q6XqKWk/9XrFXrrk7FFioeaUQzXuqjrvDAADkMNmqcIqKilJISIhDW0hIiOLi4nTlyhXlzp07zTkTJkzQ6NGj71aIANzoctJ1e9FUrWR+ZbwjA7KTS1ev69i5BP0Ze8XdoQAAcqBsVTjdiaFDh2rw4MH271N3Bwbg2T57roG8vSidPMnGw2f11Pxt7g4DAJBDZavCqWjRooqOjnZoi46OVmBgYLp3myTJz89Pfn5+dyM8AAAAAB4qW+3jVL9+fa1du9ahbc2aNapfv76bIgIAAACQE7i1cIqPj9euXbu0a9cuSTeWG9+1a5dOnjwp6cYwu+7du9v7P/vsszp27Jj+85//6NChQ5o5c6aWLl2qF1980R3hA8hijHF3BLgbuM4AAHdwa+G0fft21axZUzVr1pQkDR48WDVr1tTIkSMlSX/++ae9iJKkMmXKaOXKlVqzZo2qV6+uSZMmad68eSxFDgAAAMBSbp3j1KRJE5nb/OlwwYIF6Z7zyy+/WBgVAE/AshCeh2sKAHCnbDXHCQAAAADcgcIJgMdg6kvOwHUGALgDhRMAAAAAZIDCCYBHsjEhxuNwTQEA7kThBAAAAAAZoHAC4DFut0onPAfXGQDgDhROAAAAAJABCicAHsnGhBiPY2MnJwCAG1E4AQAAAEAGKJwAAAAAIAMUTgA8BksGAAAAq1A4AQAAAEAGKJwAANkC630AANyJwgkAAAAAMkDhBMBjsC9qzsB1BgC4A4UTAAAAAGSAwgmAx2EujGfisgIA3InCCQAAAAAyQOEEAAAAABmgcALgMQxb4OYIXGcAgDtQOAEAAABABiicAHgcFhHwUFxYAIAbUTgBAAAAQAYonAB4Dqa+5AhsgAsAcAcKJwAAAADIAIUTAI9jYwdcj2RjkhMAwI1cLpx27typvXv32r//4osv1L59e7366qtKSkpyOYAZM2YoLCxM/v7+qlu3rrZt23bb/lOmTFGFChWUO3duhYaG6sUXX9TVq1ddfl4AAAAAcJbLhVPfvn11+PBhSdKxY8fUuXNnBQQEaNmyZfrPf/7j0mMtWbJEgwcP1qhRo7Rz505Vr15dLVu21JkzZ9Ltv2jRIg0ZMkSjRo3SwYMH9d5772nJkiV69dVXXX0ZADwQU19yBq4zAMAdXC6cDh8+rBo1akiSli1bpgceeECLFi3SggUL9Omnn7r0WJGRkerTp4969uypypUra/bs2QoICND8+fPT7b9lyxY1aNBATzzxhMLCwtSiRQt16dIlw7tUAAAAAPBPuFw4GWOUkpIiSfruu+/UunVrSVJoaKjOnTvn9OMkJSVpx44dat68+V/BeHmpefPm2rp1a7rnREREaMeOHfZC6dixY1q1apU9hvQkJiYqLi7O4QuAZ2MmjGdi6hoAwJ1yuXpCnTp1NHbsWDVv3lwbN27UrFmzJEnHjx9XSEiI049z7tw5JScnpzknJCREhw4dSvecJ554QufOnVPDhg1ljNH169f17LPP3nao3oQJEzR69Gin4wIAAACAm7l8x2nKlCnauXOn+vfvr2HDhql8+fKSpE8++UQRERGZHuDfbdiwQePHj9fMmTO1c+dOLV++XCtXrtSYMWNuec7QoUMVGxtr/zp16pSlMQIAAADwPC7fcapWrZrDqnqp3nrrLXl7ezv9OIULF5a3t7eio6Md2qOjo1W0aNF0zxkxYoS6deum3r17S5KqVq2qhIQEPfPMMxo2bJi8vNLWgX5+fvLz83M6LgDZFxuj5gyGCw0AcINM28fJ399fPj4+Tvf39fVV7dq1tXbtWntbSkqK1q5dq/r166d7zuXLl9MUR6nFGh+kAAAAAKzi8h0nLy+v224umZyc7PRjDR48WE899ZTq1Kmj+++/X1OmTFFCQoJ69uwpSerevbtKlCihCRMmSJLatWunyMhI1axZU3Xr1tWRI0c0YsQItWvXzqW7XQA8G4sIeCYuKwDAnVwunD777DOH769du6ZffvlFCxcudHkRhk6dOuns2bMaOXKkoqKiVKNGDa1evdq+YMTJkycd7jANHz5cNptNw4cP1+nTp1WkSBG1a9dO48aNc/VlAAAAAIDTbCaTxrgtWrRIS5Ys0RdffJEZD2eZuLg45c+fX7GxsQoMDHR3OAAy0Z+xV1R/wjr5eNv027hbb1OA7OmnY+fVac6PKlskj9a91MTd4QAAPIArtUGmzXGqV6+ew3wlAAAAAPAUmVI4XblyRdOmTVOJEiUy4+EA4B+xMRvGI91ufi0AAFZzeY5TUFCQw4eXMUaXLl1SQECAPvroo0wNDgAAAACyApcLp8mTJzsUTl5eXipSpIjq1q2roKCgTA0OAAAAALIClwunZs2aKTQ0NN0hEydPnlSpUqUyJTAAcBXbueUQXGcAgBu4PMepTJkyOnv2bJr28+fPq0yZMpkSFAAAAABkJS4XTrdavTw+Pl7+/v7/OCAA+MdYQ8AjsTYEAMCdnB6qN3jwYEk3VjUaOXKkAgIC7MeSk5P1008/qUaNGpkeIAAAAAC4m9OF0y+//CLpxh2nvXv3ytfX137M19dX1atX18svv5z5EQKAk5j6kjNwnQEA7uB04bR+/XpJUs+ePTV16tQMd9YFAAAAAE/h8qp677//vhVxAECmYSqMZ+K6AgDcyeXCSZK2b9+upUuX6uTJk0pKSnI4tnz58kwJDAAAAACyCpdX1Vu8eLEiIiJ08OBBffbZZ7p27Zr279+vdevWKX/+/FbECABOudWqn/AsXGcAgDu4XDiNHz9ekydP1ooVK+Tr66upU6fq0KFDevzxx9n8FgAAAIBHcrlwOnr0qNq0aSPpxmp6CQkJstlsevHFFzVnzpxMDxAAXMV+P56J6woAcCeXC6egoCBdunRJklSiRAnt27dPkhQTE6PLly9nbnQAAAAAkAW4vDjEAw88oDVr1qhq1arq2LGjBg4cqHXr1mnNmjV68MEHrYgRAAAAANzK5cJp+vTpunr1qiRp2LBh8vHx0ZYtW/Too49q+PDhmR4gADiLNQNyBi4zAMAdXC6cChYsaP+3l5eXhgwZkqkBAQAAAEBW4/IcJ29vb505cyZN+/nz5+Xt7Z0pQQHAP2Fjq1QPxXUFALiPy4XTrfbPSExMlK+v7z8OCAAAAACyGqeH6k2bNk2SZLPZNG/ePOXNm9d+LDk5WZs2bVLFihUzP0IAAP6GuWwAAHdwunCaPHmypBt3nGbPnu0wLM/X11dhYWGaPXt25kcIAAAAAG7mdOF0/PhxSVLTpk21fPlyBQUFWRYUAPwTbJTqmbiuAAB3cnlVvfXr1zt8f/36dV29etVh6B4AAAAAeBKnF4dYsWKFFixY4NA2btw45c2bVwUKFFCLFi108eLFzI4PAJzG3JecwbCTEwDADZwunCIjI5WQkGD/fsuWLRo5cqRGjBihpUuX6tSpUxozZozLAcyYMUNhYWHy9/dX3bp1tW3bttv2j4mJ0fPPP69ixYrJz89P9957r1atWuXy8wIAAACAs5weqrd//35FRkbav//kk0/0f//3fxo2bJgkyd/fXwMHDnTok5ElS5Zo8ODBmj17turWraspU6aoZcuW+vXXXxUcHJymf1JSkv7v//5PwcHB+uSTT1SiRAn9/vvvKlCggNPPCQAAAACucrpwunTpkgoVKmT/fvPmzerYsaP9+/DwcP3xxx8uPXlkZKT69Omjnj17SpJmz56tlStXav78+RoyZEia/vPnz9eFCxe0ZcsW+fj4SJLCwsJcek4Ano81BDwT1xUA4E5OD9UrUaKEDh48KEmKj4/X7t27FRERYT9+/vx5BQQEOP3ESUlJ2rFjh5o3b/5XMF5eat68ubZu3ZruOV9++aXq16+v559/XiEhIapSpYrGjx+v5OTkWz5PYmKi4uLiHL4AAAAAwBVOF04dO3bUoEGD9OGHH6pPnz4qWrSo6tWrZz++fft2VahQweknPnfunJKTkxUSEuLQHhISoqioqHTPOXbsmD755BMlJydr1apVGjFihCZNmqSxY8fe8nkmTJig/Pnz279CQ0OdjhFA9sKiATkDi4AAANzB6aF6I0eO1OnTp/XCCy+oaNGi+uijjxw2wf3444/Vrl07S4JMlZKSouDgYM2ZM0fe3t6qXbu2Tp8+rbfeekujRo1K95yhQ4dq8ODB9u/j4uIongAAAAC4xOnCKXfu3Prggw9uefzm/Z0yUrhwYXl7eys6OtqhPTo6WkWLFk33nGLFisnHx8ehYKtUqZKioqKUlJQkX1/fNOf4+fnJz8/PpdgAZG82dkr1SFxXAIA7OT1UL7P5+vqqdu3aWrt2rb0tJSVFa9euVf369dM9p0GDBjpy5IhSUlLsbYcPH1axYsXSLZoAAAAAIDO4rXCSpMGDB2vu3LlauHChDh48qH79+ikhIcG+yl737t01dOhQe/9+/frpwoULGjhwoA4fPqyVK1dq/Pjxev755931EgBkIcx9yRm4zgAAd3B6qJ4VOnXqpLNnz2rkyJGKiopSjRo1tHr1avuCESdPnpSX11+1XWhoqL755hu9+OKLqlatmkqUKKGBAwfqlVdecddLAAAAAJADuLVwkqT+/furf//+6R7bsGFDmrb69evrxx9/tDgqANkZM2E8E9cVAOBObh2qBwAAAADZgVN3nKZNm+b0A77wwgt3HAwAAAAAZEVOFU6TJ092+P7s2bO6fPmyChQoIEmKiYlRQECAgoODKZwAuA1rBgAAAKs4NVTv+PHj9q9x48apRo0aOnjwoC5cuKALFy7o4MGDqlWrlsaMGWN1vAAAAABw17k8x2nEiBF65513VKFCBXtbhQoVNHnyZA0fPjxTgwOAO8IqAh6J/W8BAO7kcuH0559/6vr162nak5OTFR0dnSlBAQAAAEBW4nLh9OCDD6pv377auXOnvW3Hjh3q16+fmjdvnqnBAYArDDuj5ghcZwCAO7hcOM2fP19FixZVnTp15OfnJz8/P91///0KCQnRvHnzrIgRAAAAANzK5Q1wixQpolWrVunw4cM6dOiQJKlixYq69957Mz04ALgTTIXxTDauLADAjVwunFKFhYXJGKNy5copV647fhgAAAAAyPJcHqp3+fJl9erVSwEBAQoPD9fJkyclSQMGDNAbb7yR6QECgLOY+ZIzcJ0BAO7gcuE0dOhQ7d69Wxs2bJC/v7+9vXnz5lqyZEmmBgcAAAAAWYHLY+w+//xzLVmyRPXq1ZPtb5tqhIeH6+jRo5kaHADcCRsb/ngkLisAwJ1cvuN09uxZBQcHp2lPSEjglxUAAAAAHsnlwqlOnTpauXKl/fvUYmnevHmqX79+5kUGAAAAAFmEy0P1xo8fr1atWunAgQO6fv26pk6dqgMHDmjLli3auHGjFTECgFPYFzVn4DoDANzB5TtODRs21K5du3T9+nVVrVpV3377rYKDg7V161bVrl3bihgBAAAAwK3uaAOmcuXKae7cuZkdCwBkCqZbAgCAzObyHSdvb2+dOXMmTfv58+fl7e2dKUEBAAAAQFbicuFkbjG4PDExUb6+vv84IAC4c0x+yQkM1xkA4AZOD9WbNm2apBur6M2bN0958+a1H0tOTtamTZtUsWLFzI8QAAAAANzM6cJp8uTJkm7ccZo9e7bDsDxfX1+FhYVp9uzZmR8hALiIKU6eiblrAAB3crpwOn78uCSpadOmWr58uYKCgiwLCgAAAACyEpdX1Vu/fr0VcQAAAABAluXy4hCPPvqoJk6cmKb9zTffVMeOHTMlKAC4E2yMmjNwnQEA7uBy4bRp0ya1bt06TXurVq20adOmTAkKAAAAALISlwun+Pj4dJcd9/HxUVxc3B0FMWPGDIWFhcnf319169bVtm3bnDpv8eLFstlsat++/R09LwDPZGMVAY9kY9kPAIAbuVw4Va1aVUuWLEnTvnjxYlWuXNnlAJYsWaLBgwdr1KhR2rlzp6pXr66WLVumu8nu3504cUIvv/yyGjVq5PJzAgAAAIArXF4cYsSIEerQoYOOHj2qZs2aSZLWrl2rjz/+WMuWLXM5gMjISPXp00c9e/aUJM2ePVsrV67U/PnzNWTIkHTPSU5O1pNPPqnRo0fr+++/V0xMjMvPC8DzMPUlZ+A6AwDcweU7Tu3atdPnn3+uI0eO6LnnntNLL72k//3vf/ruu+9cHjKXlJSkHTt2qHnz5n8F5OWl5s2ba+vWrbc87/XXX1dwcLB69eqV4XMkJiYqLi7O4QsAAAAAXOHyHSdJatOmjdq0afOPn/zcuXNKTk5WSEiIQ3tISIgOHTqU7jmbN2/We++9p127djn1HBMmTNDo0aP/aagAshFmwngmpq4BANzJ5TtOkhQTE6N58+bp1Vdf1YULFyRJO3fu1OnTpzM1uJtdunRJ3bp109y5c1W4cGGnzhk6dKhiY2PtX6dOnbI0RgAAAACex+U7Tnv27FHz5s2VP39+nThxQr1791bBggW1fPlynTx5Uh988IHTj1W4cGF5e3srOjraoT06OlpFixZN0//o0aM6ceKE2rVrZ29LSUm58UJy5dKvv/6qcuXKOZzj5+cnPz8/V14igGyK/X1yBq4zAMAdXL7jNHjwYPXo0UO//fab/P397e2tW7d2eR8nX19f1a5dW2vXrrW3paSkaO3atapfv36a/hUrVtTevXu1a9cu+9dDDz2kpk2bateuXQoNDXX15QAAAABAhly+4/Tzzz/r3XffTdNeokQJRUVFuRzA4MGD9dRTT6lOnTq6//77NWXKFCUkJNhX2evevbtKlCihCRMmyN/fX1WqVHE4v0CBApKUph1AzsVcGM/EdQUAuJPLhZOfn1+6K9MdPnxYRYoUcTmATp066ezZsxo5cqSioqJUo0YNrV692r5gxMmTJ+XldUdTsQAAAAAgU7hcOD300EN6/fXXtXTpUkmSzWbTyZMn9corr+jRRx+9oyD69++v/v37p3tsw4YNtz13wYIFd/ScAAAAAOAsl2/lTJo0SfHx8QoODtaVK1fUuHFjlS9fXvny5dO4ceOsiBEAnGLYGjWH4DoDAO4+l+845c+fX2vWrNHmzZu1Z88excfHq1atWg6b2AIAAACAJ7mjDXAlqWHDhmrYsGFmxgIAmYRVBDyRjesKAHCjOyqc1q5dq7Vr1+rMmTP2fZRSzZ8/P1MCAwAAAICswuXCafTo0Xr99ddVp04dFStWTDbWhwWQRbAxas7AdQYAuIPLhdPs2bO1YMECdevWzYp4AAAAACDLcXlVvaSkJEVERFgRCwBkCm6EeyauKwDAnVwunHr37q1FixZZEQsAAAAAZEkuD9W7evWq5syZo++++07VqlWTj4+Pw/HIyMhMCw4AAAAAsgKXC6c9e/aoRo0akqR9+/Y5HGOhCADuxKIBOQOXGQDgDi4XTuvXr7ciDgAAAADIslye4wQAWR33vj0T1xUA4E4u33FKSEjQG2+8ccsNcI8dO5ZpwQEAAABAVuBy4dS7d29t3LhR3bp1YwNcAFmKYfZLjmCYzAYAcAOXC6evv/5aK1euVIMGDayIBwAAAACyHJfnOAUFBalgwYJWxAIAmYIb4Z6J6woAcCeXC6cxY8Zo5MiRunz5shXxAAAAAECW4/JQvUmTJuno0aMKCQlRWFhYmg1wd+7cmWnBAYArmPqSM3CZAQDu4HLh1L59ewvCAAAAAICsy+XCadSoUVbEAQCZxsaOPx6K6woAcB+XC6dUO3bs0MGDByVJ4eHhqlmzZqYFBQAAAABZicuF05kzZ9S5c2dt2LBBBQoUkCTFxMSoadOmWrx4sYoUKZLZMQIAAACAW7m8qt6AAQN06dIl7d+/XxcuXNCFCxe0b98+xcXF6YUXXrAiRgAA7FgEBADgDi7fcVq9erW+++47VapUyd5WuXJlzZgxQy1atMjU4AAAAAAgK3D5jlNKSkqaJcglycfHRykpKZkSFAD8E2yU6pm4rgAAd3K5cGrWrJkGDhyoP/74w952+vRpvfjii3rwwQczNTgAAAAAyApcLpymT5+uuLg4hYWFqVy5cipXrpzKlCmjuLg4vfPOO3cUxIwZMxQWFiZ/f3/VrVtX27Ztu2XfuXPnqlGjRgoKClJQUJCaN29+2/4Acg7mvuQMhgsNAHADl+c4hYaGaufOnfruu+906NAhSVKlSpXUvHnzOwpgyZIlGjx4sGbPnq26detqypQpatmypX799VcFBwen6b9hwwZ16dJFERER8vf318SJE9WiRQvt379fJUqUuKMYAAAAAOB2bMbNf7qrW7eu7rvvPk2fPl3SjTlUoaGhGjBggIYMGZLh+cnJyQoKCtL06dPVvXv3DPvHxcUpf/78io2NVWBg4D+OH0DWsfd/sWo3fbOK5/fXlqEMHfY0x87Gq9mkjQr0z6U9r7V0dzgAAA/gSm3g9FC9devWqXLlyoqLi0tzLDY2VuHh4fr+++9dCjQpKUk7duxwuFvl5eWl5s2ba+vWrU49xuXLl3Xt2jUVLFgw3eOJiYmKi4tz+AIAAAAAVzhdOE2ZMkV9+vRJtxLLnz+/+vbtq8jISJee/Ny5c0pOTlZISIhDe0hIiKKiopx6jFdeeUXFixe/5VDBCRMmKH/+/Pav0NBQl2IEAAAAAKcLp927d+tf//rXLY+3aNFCO3bsyJSgnPXGG29o8eLF+uyzz+Tv759un6FDhyo2Ntb+derUqbsaI4C7x4hFA3ICrjIAwB2cXhwiOjo63f2b7A+UK5fOnj3r0pMXLlxY3t7eio6OTvNcRYsWve25b7/9tt544w199913qlat2i37+fn5yc/Pz6W4AAAAAODvnL7jVKJECe3bt++Wx/fs2aNixYq59OS+vr6qXbu21q5da29LSUnR2rVrVb9+/Vue9+abb2rMmDFavXq16tSp49JzAvB8NnZK9UhcVwCAOzldOLVu3VojRozQ1atX0xy7cuWKRo0apbZt27ocwODBgzV37lwtXLhQBw8eVL9+/ZSQkKCePXtKkrp3766hQ4fa+0+cOFEjRozQ/PnzFRYWpqioKEVFRSk+Pt7l5wYAAAAAZzg9VG/48OFavny57r33XvXv318VKlSQJB06dEgzZsxQcnKyhg0b5nIAnTp10tmzZzVy5EhFRUWpRo0aWr16tX3BiJMnT8rL66/6btasWUpKStJjjz3m8DijRo3Sa6+95vLzA/Ac7IuaQ3CdAQBu4HThFBISoi1btqhfv34aOnSofed2m82mli1basaMGWlWx3NW//791b9//3SPbdiwweH7EydO3NFzAAAAAMCdcrpwkqTSpUtr1apVunjxoo4cOSJjjO655x4FBQVZFR8AAJIkZjgBANzJpcIpVVBQkO67777MjgUAAAAAsiSnF4cAgKyOqS85A9cZAOAOFE4AAAAAkAEKJwAeh+1+PBPXFQDgThROAAAAAJABCicAAAAAyACFEwCPYdgBN0fgOgMA3IHCCQAAAAAyQOEEwOOwiIBnsrEFLgDAjSicAAAAACADFE4APAYzX3IGrjMAwB0onAAAAAAgAxROADwOc2E8E3PXAADuROEEAAAAABmgcALgMdjeJ2fgOgMA3IHCCQAAAAAyQOEEAAAAABmgcALgcVhEAAAAZDYKJwAAAADIAIUTAA/CqgE5geE6AwDcgMIJAAAAADJA4QTA4zDFyTMxdw0A4E4UTgAAAACQAQonAB6DjVFzBq4zAMAdKJwAAAAAIAMUTgA8jo3JMB6J6woAcKcsUTjNmDFDYWFh8vf3V926dbVt27bb9l+2bJkqVqwof39/Va1aVatWrbpLkQIAAADIidxeOC1ZskSDBw/WqFGjtHPnTlWvXl0tW7bUmTNn0u2/ZcsWdenSRb169dIvv/yi9u3bq3379tq3b99djhwAAABATmEzxr3TbOvWrav77rtP06dPlySlpKQoNDRUAwYM0JAhQ9L079SpkxISEvTVV1/Z2+rVq6caNWpo9uzZafonJiYqMTHR/n1cXJxCQ0MVGxurwMBAC16R8+ZsOqolP59yawyAJ7l6LUWnY66oTOE8Wv9yE3eHg0x2OuaKGryxTpJUrkgeN0cDAPinlvatr0J5/dwaQ1xcnPLnz+9UbZDrLsWUrqSkJO3YsUNDhw61t3l5eal58+baunVruuds3bpVgwcPdmhr2bKlPv/883T7T5gwQaNHj860mDPT+YQkHT2b4O4wAI8TWjDA3SHAAgUDfJXPL5cuJV7nZycAeIDkbLZMqlsLp3Pnzik5OVkhISEO7SEhITp06FC650RFRaXbPyoqKt3+Q4cOdSi0Uu84ZQVP3l9azSoEuzsMwKPYbDZVK5nf3WHAArl9vbXu5SY6djbe3aEAADJBgdy+7g7BJW4tnO4GPz8/+fm59xbgrZQqFKBShfjLOAA4q0g+PxXJlzV/pgMAPJtbF4coXLiwvL29FR0d7dAeHR2tokWLpntO0aJFXeoPAAAAAP+UWwsnX19f1a5dW2vXrrW3paSkaO3atapfv36659SvX9+hvyStWbPmlv0BAAAA4J9y+1C9wYMH66mnnlKdOnV0//33a8qUKUpISFDPnj0lSd27d1eJEiU0YcIESdLAgQPVuHFjTZo0SW3atNHixYu1fft2zZkzx50vAwAAAIAHc3vh1KlTJ509e1YjR45UVFSUatSoodWrV9sXgDh58qS8vP66MRYREaFFixZp+PDhevXVV3XPPffo888/V5UqVdz1EgAAAAB4OLfv43S3ubJWOwAAAADPlW32cXKH1DoxLi7OzZEAAAAAcKfUmsCZe0k5rnC6dOmSJGWZvZwAAAAAuNelS5eUP//t94HMcUP1UlJS9Mcffyhfvnyy2WzuDse+Ie+pU6cYOmgB8mst8mst8mst8mst8mst8mst8mu9rJJjY4wuXbqk4sWLO6yrkJ4cd8fJy8tLJUuWdHcYaQQGBvIf00Lk11rk11rk11rk11rk11rk11rk13pZIccZ3WlK5dZ9nAAAAAAgO6BwAgAAAIAMUDi5mZ+fn0aNGiU/Pz93h+KRyK+1yK+1yK+1yK+1yK+1yK+1yK/1smOOc9ziEAAAAADgKu44AQAAAEAGKJwAAAAAIAMUTgAAAACQAQonAAAAAMgAhRMAAAAAZIDCCdkWC0ICAADgbqFwskhKSoqSk5PdHYbHSk5OVmJiorvD8FhXr17Ve++9p19++cXdoXgsfkZYKyUlRSkpKe4Ow2NduXJF7733ni5duuTuUDzStWvX9Ntvv+nKlSuS+EOhVfgZYQ1Pfr9SOFkgMjJSzZo10xNPPKHPPvtMsbGxkvgPmlmmTJmiBx98UI899pimTZumM2fOuDskjzJ9+nQFBwdryZIlOnv2rJKSktwdkseZPHmymjdvrq5du2rp0qW6cOGCJH5GZJZp06bpoYce0pNPPqmlS5fafwYjc7z11lvKmzev/vvf/8rLi18jMltkZKQqVqyojh07qmHDhvrxxx9ls9n4+ZBJPvjgA02fPl2SeP9aYMqUKXrooYf03HPP6aeffvK43yF4x2Sia9euqUePHpo6darat2+v+Ph4DRs2TAMGDJDEf9B/atu2bapVq5Zmzpypzp07q3DhwlqwYIE++OADd4fmMRYvXqx3331Xc+bM0bfffqsWLVrI19fX3WF5jAsXLujhhx/WzJkz9cQTT8jX11eTJ0/W008/LYmfEf/U3r17FRERoRkzZqhp06aKiYnR2LFj9c4777g7NI+wceNGhYWFacaMGVq2bJnWrVunPHnyuDssj5GYmKhevXpp1qxZmjx5sl577TUVK1ZMzz77rCR+PvxThw4dUuvWrdWjRw99/PHH2rp1qyTPvjtyNyUkJOjRRx/V1KlTVbNmTW3fvl3dunXTmDFj3B1apuJ/YSY6fvy4fvrpJ82dO1eDBg3SypUrNWTIEK1YsUKzZs2SxF+U79SFCxe0aNEiRUREaOfOnXr22We1YMECeXl56erVq5L44fdPpA4ZW758uVq1aqXOnTvr9OnTWrRokbZv367o6GhJvH//qZ9//lknT57UunXr1Lt3by1cuFD9+/fXl19+qXfffdfd4WVrsbGxmj9/vsqVK6ctW7bopZde0tdff637779fBw8etA95wp2bOnWq/vjjDx09elQdOnRQdHS0Dhw4oLNnz7o7NI9w5MgRbd26VXPmzNFDDz2k9u3bq3Xr1ipevLiuXbsmic+5O2WM0ddffy1fX1/NmzdPycnJWr58ua5evSqbzUZeM8GBAwe0d+9eLV++XK+//rq2bdumLl266OOPP9bixYvdHV6moXDKBKm/TF67dk3Hjh1T2bJl7cc6dOig5557TkOGDNHly5f5i9Edyps3r7p166YhQ4Yob968kqSkpCQVLlxYlSpVUnx8vGw2m5ujzJ6MMfL29lZSUpJ++ukntW3bVv/9739VrVo1zZw5U+3atVO7du14//4DqT8j9u7dK2OM/T0sSUWKFJEkDR8+XFFRUW6JLztL/YXHZrOpYMGCeu6551SoUCH7L5r33HOPtm/frty5c7szzGzr779QjhkzRr6+vvrggw/06quv6v7779eTTz6pmjVr6o033nBjlNnXzb+wHzp0SPnz57d/v2rVKpUuXVo//PCDjDF8zt2B1Ly1bdtWgwYN0tNPP60WLVrohx9+0OrVqyWJvP4DqZ9vMTExOn/+vP0zTZJ69+6tJk2aaMSIEe4KL9PxW9Ad+vTTT/Xuu+9qz5499jseMTExCg8P1/r16+398ubNq169eqlw4cJ67bXXJPFXe2ek5nfv3r26fPmyfH19Va1aNZUsWVKSNGfOHBUvXlwHDhzQSy+9pNatW9vHLCNj6b1/r169qqpVq2rOnDlavHixFixYoJUrV2rZsmW6fPmyunfvLon3r7P+nuPUux25cuWSj4+PfYiIJG3evFl9+/ZVYGCg3nrrLUnk2Bk//fSTJNnnfgQGBuqVV15R/fr1Jd3ItSRFR0fb2+C8v+c3VXh4uJ555hn16tVLO3fu1LRp0/TOO++oS5cueu+99zR69Gh3hZvtpJffwoULq3Xr1nrwwQf1zDPPKCgoSMePH9epU6fUtWtXPfzww7p48aK7Qs5WvvnmG61YsULHjh2z/xGlXLlyatKkiSSpX79+8vHx0RdffGH/gxU/d523YsUKffrppzp58qR9xEpsbKxKlCihgwcP2vuFhobqySeflJeXlyZNmuSucDOXgUuOHj1q6tSpY0qWLGlq1qxpSpYsabp162aMMSYxMdE0adLE9OzZ05w+fdp+zpUrV8yIESNMrVq1TGxsrLtCzxbSy+9TTz2Vpt/gwYPNzJkzTUxMjNm3b58ZNWqUKVKkiImKirr7QWcj6eW3e/fuxhhjrl+/bp599llTrFgxExERYRITE+3nrV271thsNnP8+HE3RZ59pJfjrl27GmNu/Cxo2bKlPe9hYWEmNDTU/PDDD+bFF180DRs2NAkJCW5+BVnbnj17TEREhLHZbGbp0qXGmBvv3VQpKSkO/Vu1amWmTp2a7jGklVF+z507Z/7973+b3bt329sSEhLMiBEjTNmyZc358+fveszZSXr5vXbtmv14QkKC2bhxo2nevLl56aWXTHJysrl27Zr5/fffjc1mM1988YW7Qs8Wtm3bZqpWrWrKly9vKleubMqXL2/eeOMNhz6p7+d3333X1KpVy7z77rvuCDVbOnTokKlRo4YpWbKkqVixoilfvrx59dVXjTHGXL582ZQqVcoMGTLE4XPs3LlzpkePHqZDhw7m8uXL7go903DHyUWffPKJ/Pz8dPDgQX377beaOnWqPv30U40YMUK+vr7q3bu31q1bpzVr1tjP8ff3V1BQEMvjOiG9/C5btkyjR492WJnl7bffVr9+/ZQ/f36Fh4erVq1a8vX11eHDh90YfdaXXn4/+eQTjRw5Ut7e3urUqZOuXbummJgYh0UhSpYsqVKlSmn37t1ujD57SC/Hy5cv14gRI+Tv7693331Xr7/+uiTphRde0KFDhxQRESEvLy8FBAQoICDAza8g69q+fbv69++vQoUKqV27dpo5c6auX78ub29vhyF7qc6dO6ctW7aodu3a9mOswnlrt8tv6mdXoUKFNHz4cFWrVs1+XkBAgIoXLy5J3BG5jVvlN1euXPb8BgQEqESJEjpw4ID69OljHx5dqlQplS9fXt9//707X0KW9s0336hXr15q1aqVfv75Z61YsUKPP/64li1bpkOHDtn7pea0V69eCg0N1apVq3TgwAFJ0v79+90Se3bx/vvvKzg4WPv379c333yjZ599VlOmTNGcOXOUO3duvfDCC5o1a5a2b99uP6dQoUIqWLCgzpw54xlDpt1duWUn169fN7Vq1TKvvPKKQ/u7775rfH19zaZNm4wxxjz88MPmwQcfNGvWrLH3GTt2rGnYsKG5evXqXY05O7ldfv39/c369evTnJP6F+TIyEhTr149c+nSpbsRaraU0ft348aNxhhjXnnlFVOoUCEzffp0e5+VK1ea6tWrc0cvAxnl+O/v4dT3bkpKiomPjzetW7c2zz777N0MN9u5ePGi6d+/v9m/f79ZtmyZqV69upk4caIxxpjk5OQ0/RcvXmzKlStnjLnxV8+nn37aVKlSxWFEAP7ian6N+et9/J///Mc0bdqUz7jbcDa/e/fuNdWqVTMrV660t23dutWEh4ebzZs33/W4s4Pr16+buXPnmv79+5tz587Z35ffffedKVeunDlw4ECa/sYYs3r1anPfffeZF154wXTo0MHky5fPnDhx4q7Hnx1cvnzZlCxZ0kyePNnelpiYaIYPH27y589vfv/9d2OMMVWrVjXt27d3uCv9wgsvmHbt2jncXc2uKJyclPpD7V//+pfp2LGjQ5sxxtSpU8e0bdvWGGPM7t27TYcOHUzBggXNq6++aoYOHWqCgoLMjBkz7n7g2YQz+X3kkUdMUlKSve3y5csmJibGTJw40YSFhZkZM2aYlJQUhuOkw5n8tmvXzhhjzO+//24GDBhgbDab6dKlixk4cKAJDg42Q4YMMUlJSeT3Fpx9D/99COS5c+fMuXPnzNixY0358uXN1q1b727Q2Ujq+y51CMjFixfNoEGDTNWqVc3JkyeNMY5DyowxZvTo0aZXr14mMjLS5MuXz9SrV88cPnz47gaeTdxJfmNjY825c+fMxIkTTenSpc1HH310d4PORpzJb+ovlcePHzcdO3Y0pUqVMuPGjTPDhw83ISEhplevXiY+Pt49LyAb2L9/v7l48aJD28mTJ01ISIj59ddf0z3n0qVLpkKFCsZms5kHH3zQHDp06C5Emv2kfpZFRESYQYMGGWP+ek/Hxsaae+65x/Tp08cYY8zGjRtN/fr1TcWKFc3UqVPNa6+9ZgoWLGj++9//uif4TEbh5ILk5GTz9ttvm+rVq5u9e/caY4z9l6A1a9YYLy8v+xyQ8+fPm1GjRpkuXbqYiIgI8+WXX7or7GzDmfym/iVoy5YtZtiwYSY8PNyUK1fOrFq1ym1xZxeuvH+NMWbOnDlm4MCBpk2bNmbFihXuCDnbceU9fPHiRfP++++bsLAwU6ZMGbN69Wq3xZ3dpH6Ir1+/3jRo0MD069cvTZ+kpCRTs2ZNY7PZTOnSpc3y5cvvdpjZljP53b17txk+fLgpX748P4Nd5Ex+Dxw4YHr37m1atWplGjVqZL766qu7HWa29fc/oM6fP99UrlzZJCUlpblrum3bNuPr62vKly/vMEII6bt69ap57rnnTOvWrc2xY8eMMX+9l+fNm2f8/f3NhQsXjDE33r/9+vUzrVq1MjVr1vSo3yEonNKR3pCE1P+E69evN40aNTIvvPCCw/GYmBhToUIFh+FNxqT9Cx0yJ7+xsbFm5syZ5oMPPrA+4GwmM9+/SN8/yXHqneeUlBRz4MABs2TJEusDzmZuNSzsZomJiWb8+PGmQoUK9iFMqX+1v3TpkunZs6eZM2eOZXFmV5mR3/j4ePPhhx+aDz/80LI4s6t/kt+/j6owxrCgVDqcyW/qz+MePXqYvn37ptvn+vXrDsPOcrrb5TU1n4sXLza1atUykZGRDsf37t1rKlasmOYPVJ44fYLFIf6/efPm2TegTG+vmtQJx02aNNEDDzyg77//Xp9++qn9+Llz53Tx4kWFhoZK+mtvBm9vb6tDzxYyO7+BgYHq16+funXrdheiz/oyO79IK7NynLqkvs1mU6VKlfT444/fheizvozyezNjjHx9fdW2bVvde++9mjRpkk6ePKlu3bpp5cqVyps3r+bNm6c+ffpYHXq2kJn5XbVqlfLkyaOuXbuqa9euVoeeLWRWfrt3727fW0i68VkH1/Obat++fWrQoIEkKT4+XkOHDtWRI0ck3fj9bNCgQZkea3YUGRmpJ598Uv3799dPP/2UZsPl1M+3Tp06qUKFClq1apU2bNhgPz8pKUmnTp1S0aJFHc77+56FHsOdVVtWsGvXLtOsWTNjs9lM06ZNzY4dO4wx6S9bm1qNHz582Dz99NOmUKFCZtWqVebYsWNm0qRJpmrVqoyfvwn5tRb5tR45tpYr+b2VadOmGX9/f5MrVy5TtmxZcvw35Nda5Nda/yS/x44dM2XKlDHHjh0z7733nilQoIAJDw9n8Ye/2bp1q6lWrZqpWrWqGTFihKlataqpXr26WbZsWZq+qZ9vP/30k2nTpo2pXLmy2bFjh4mKijJjx441ERER5o8//rjbL+Guy9GFU3Jyshk/frzp2LGjmTNnjrn//vvNsGHD7EMRbvcf8+zZs6ZTp06mbNmyJiwszBQrVoz9FW5Cfq1Ffq1Hjq31T/JrzI1hY1999ZUpVqyYCQsLI783Ib/WIr/W+qf5nTZtmsmVK5cpXbq0CQoKYvGSm5w6dco8+eSTpn///g6Ljtx33332vZluleNdu3aZBx980ISGhto/33LKPMccWzilvhn2799vvv/+e2OMMS+99JJp2LCh+frrrx363E50dLTZsGGDdYFmU+TXWuTXeuTYWpmR3ytXrph//etfZujQodYGmw2RX2uRX2tlRn5ff/11ExAQYMaMGWNtsNnU6dOnTf/+/e0LGaVuJfD000+bli1bpnvO33OemJhofvvttxxTMKWyGfP/ByLmAIsXL9alS5cUERGh8uXLy8/PT8nJyfZ5SMePH1fXrl1VtWpVjRs3ToUKFZIxxmFDxb+73bGciPxai/xajxxbKzPzm5KSIi8vL127dk0+Pj53+6VkSeTXWuTXWpn983ffvn0qXbq08uXLdzdfRpb19/yWLVtWuXPn1pUrV9JsStu6dWs1aNBAw4YNc1OkWZw7qrW77cCBA6ZKlSomLCzMVK1a1ZQqVSrNRpOpq99NnjzZ1KlTxyxYsMAdoWZL5Nda5Nd65Nha5Nda5Nda5Nda5NdaGeX35rtItWrVst/VQ1o5onAaOXKkadasmbly5YqJiooyH3/8sfHx8TFvvfWWfaxs6n/Ky5cvm1atWpmOHTuaI0eOGGNu3Co2xrXJnjkJ+bUW+bUeObYW+bUW+bUW+bUW+bWWM/lNXfjhl19+MYGBgfZ9moy5sS8p/uLxhdOVK1dMxYoVzfjx4x3a3377bZMvXz6zdetWe1vqf8xPP/3U3HfffebFF180bdu2NYUKFTJRUVF3Ne7sgvxai/xajxxbi/xai/xai/xai/xay5X8GmPM2LFjTYMGDYwxxvz555/miSeeMB06dDAxMTF3LeaszqMLp9QKumHDhqZXr17GGMcNaStVqmS6du2aZtOvc+fOmVKlShmbzWZat27N0pW3QH6tRX6tR46tRX6tRX6tRX6tRX6tdSf57dmzpxk/frx54403TEBAgGnUqJE5derU3Q08i/PowsmYG8t9vv7666ZWrVr227qJiYnGmBt/tfDx8TFnz56199+wYYOx2WwmPDzcvpILbo38Wov8Wo8cW4v8Wov8Wov8Wov8WsuV/P7555+mQIECxmazmTJlypjVq1e7Le6szPntl7Oha9euKVeuXKpdu7b8/f01Z84cSZKvr68kqVGjRipRooRWrVplP6dOnTqaNm2a9u3bp4YNG7ol7uyC/FqL/FqPHFuL/FqL/FqL/FqL/FrL2fyuXLnSfk6NGjW0YMECHTt2TC1btnRL3Fldti6cUi+2uWlF9eTkZEmyL/HZunVrNWrUSGvWrNHq1avt/aKiohQfH68SJUrYz8uTJ4/69+9/N8LP8sivtciv9cixtcivtcivtcivtcivtTIrvyVLlpQkFS1aVOvWrVP37t3vRvjZVrYsnDZs2KB7771X7dq101dffSWbzaaUlBT78dQ1/5csWaKSJUtq48aN6tWrlypVqqSnn35aa9as0YkTJ/TFF1+oVKlSuueeexzOy+nIr7XIr/XIsbXIr7XIr7XIr7XIr7Wsyq8k9h10htsGCd6h7du3m4ceesj07t3bdOzY0dx7770Ox1NSUsz58+fNv/71LxMcHGwiIyNNUlKSMebG+M2HHnrIlCtXzpQqVcqULFnSfPvtt+54GVkW+bUW+bUeObYW+bUW+bUW+bUW+bUW+XW/bFc4nTp1ykyaNMkcOnTIHDhwwAQFBZk333zTGPPXCiJXrlwxM2bMMH/++Wea869fv26ioqLMxo0b72rc2QX5tRb5tR45thb5tRb5tRb5tRb5tRb5db8sXzht2bLF/PHHHw5tqdVzSkqKGTt2rMmbN699g67Uzbxu5eZlLXM68mst8ms9cmwt8mst8mst8mst8mst8pv1ZNnC6bvvvjNlypQxpUuXNiVLljR9+vQxv/76qzHmxpsldYfo06dPm0qVKpkePXrYjyFj5Nda5Nd65Nha5Nda5Nda5Nda5Nda5DfrypKF08mTJ029evXMiBEjzJEjR8yyZctM2bJlTYcOHewbnf29ql60aJGx2Wxm586dxpgb1Xh8fLxbYs8OyK+1yK/1yLG1yK+1yK+1yK+1yK+1yG/WliULp2+//dbkzp3bvlmXMTc26nrggQdM37597W2plXVcXJxp1aqVady4sdmzZ49p1aqVmT17tsMOyfgL+bUW+bUeObYW+bUW+bUW+bUW+bUW+c3asuRy5BcuXFClSpXsa9FL0sMPP6yWLVvq+++/18aNGyXJvvxivnz51KdPH23atEnVq1fX1atX9fjjj7N05S2QX2uRX+uRY2uRX2uRX2uRX2uRX2uR36wtSxZO4eHhOnDggA4dOmRv8/b2VuvWrRUaGqovvvjC3nbt2jV98MEH6tKli+rUqaNt27Zp3bp1CgoKclf4WR75tRb5tR45thb5tRb5tRb5tRb5tRb5zdqyZOFUpUoVNW3aVJGRkYqPj7e316hRQ8HBwTp27Ji90k5ISNC+ffs0ZcoUbdu2TXXq1HFX2NkG+bUW+bUeObYW+bUW+bUW+bUW+bUW+c3i3D1W8FZ27dplcuXKZWbNmmUSExPt7cOGDTPly5d3Y2Segfxai/xajxxbi/xai/xai/xai/xai/xmXbncXbjdSvXq1fXKK69ozJgx8vHxUefOnZWSkqLt27era9eu7g4v2yO/1iK/1iPH1iK/1iK/1iK/1iK/1iK/WZfNGGPcHcTtPP/88/rss89UqlQpRUVFKU+ePFq2bJkqV67s7tA8Avm1Fvm1Hjm2Fvm1Fvm1Fvm1Fvm1FvnNerJ84XT16lUdPHhQO3fulJ+fH5V2JiO/1iK/1iPH1iK/1iK/1iK/1iK/1iK/WU+WL5wAAAAAwN2y5Kp6AAAAAJCVUDgBAAAAQAYonAAAAAAgAxROAAAAAJABCicAAAAAyACFEwAAAABkgMIJAAAAADJA4QQAAAAAGaBwAgB4rB49eqh9+/buDgMA4AFyuTsAAADuhM1mu+3xUaNGaerUqTLG3KWIAACejMIJAJAt/fnnn/Z/L1myRCNHjtSvv/5qb8ubN6/y5s3rjtAAAB6IoXoAgGypaNGi9q/8+fPLZrM5tOXNmzfNUL0mTZpowIABGjRokIKCghQSEqK5c+cqISFBPXv2VL58+VS+fHl9/fXXDs+1b98+tWrVSnnz5lVISIi6deumc+fO3eVXDABwJwonAECOsnDhQhUuXFjbtm3TgAED1K9fP3Xs2FERERHauXOnWrRooW7duuny5cuSpJiYGDVr1kw1a9bU9u3btXr1akVHR+vxxx938ysBANxNFE4AgBylevXqGj58uO655x4NHTpU/v7+Kly4sPr06aN77rlHI0eO1Pnz57Vnzx5J0vTp01WzZk2NHz9eFStWVM2aNTV//nytX79ehw8fdvOrAQDcLcxxAgDkKNWqVbP/29vbW4UKFVLVqlXtbSEhIZKkM2fOSJJ2796t9evXpztf6ujRo7r33nstjhgAkBVQOAEAchQfHx+H7202m0Nb6mp9KSkpkqT4+Hi1a9dOEydOTPNYxYoVszBSAEBWQuEEAMBt1KpVS59++qnCwsKUKxcfmwCQUzHHCQCA23j++ed14cIFdenSRT///LOOHj2qb775Rj179lRycrK7wwMA3CUUTgAA3Ebx4sX1ww8/KDk5WS1atFDVqlU1aNAgFShQQF5efIwCQE5hM2ypDgAAAAC3xZ/KAAAAACADFE4AAAAAkAEKJwAAAADIAIUTAAAAAGSAwgkAAAAAMkDhBAAAAAAZoHACAAAAgAxQOAEAAABABiicAAAAACADFE4AAAAAkAEKJwAAAADIwP8DWK4KlYqbmB4AAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2024-01-02.json\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2024-01-03.json\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2024-01-04.json\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2024-01-05 is a Friday\n",
      "Plotting 541560923639711466_2024-01-05.json\n",
      "FRIDAY!\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2024-01-06.json\n",
      "WEEKEND!\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2024-01-07.json\n",
      "WEEKEND!\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2024-01-08.json\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2024-01-09.json\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2024-01-10.json\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2024-01-11.json\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2024-01-12 is a Friday\n",
      "Plotting 541560923639711466_2024-01-12.json\n",
      "FRIDAY!\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2024-01-13.json\n",
      "WEEKEND!\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2024-01-14.json\n",
      "WEEKEND!\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2024-01-15.json\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2024-01-16.json\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2024-01-17.json\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2024-01-18.json\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2024-01-19 is a Friday\n",
      "Plotting 541560923639711466_2024-01-19.json\n",
      "FRIDAY!\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2024-01-20.json\n",
      "WEEKEND!\n"
     ]
    },
    {
     "data": {
      "image/png": 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ioqJUunRpnTx5UitXrtSQIUP03HPPyc3NTa+++qqGDh2qtm3bqmfPnjp58qQWLFhg1zNi+/fv11//+ld16NBBDz30kMqUKaOzZ8/qww8/1Llz5zR9+nRr0Mqp1vbt28vd3V1dunTR0KFDde3aNf3rX/+Sv7+/fv31V5v9NWnSRO+9955effVVVa9eXf7+/mrbtq3at2+vypUra9CgQRo9erRcXV01f/5867nN9OGHH2rOnDnq2rWrqlWrpqtXr+pf//qXvLy8rAE9J2PGjNG+ffv05ptvKjY2Vt27d1fx4sX17bff6pNPPlHt2rWzBD/pdvAvXbq0nnvuObm6uqp79+42y+0dq/tJYTwmAPcB507SCAD4X0ePHjWDBw82wcHBxt3d3ZQuXdq0atXKzJo1y9y6dcvaLy0tzUyePNmEhIQYNzc3ExQUZMaOHWvTx5jb09d36tQpy37unO47c5r0O6dFz5wGfNOmTVnaIyMjjbe3t/H09DTVqlUzAwYMMHv27LHpd/DgQdO1a1fj4+NjPD09Tc2aNc2ECRNs+rzyyiumYsWKxsXFJcv08J999pl58MEHTcmSJU3JkiVNrVq1zLBhw8yRI0dstjFnzhwTEhJiPDw8TNOmTc3WrVuzHGN2EhISzBtvvGHCw8NN+fLlTbFixYyvr69p27atWb58eZb+OdX6xRdfmAYNGhhPT08THBxs3nzzTTN//vwsxxMfH286depkSpcunWV6/bi4OBMaGmrc3d1N5cqVzdSpU7NMX793717Tu3dvU7lyZePh4WH8/f1N586ds5z3nKSnp5sFCxaYVq1aGS8vL+Pp6Wnq1q1rJk+ebK5du5bjen369LF+vEFO7Bmr8PBwU7duXbtqvdPvmb5+2bJlNv1y+jrP/PiACxcuOHxMAJBXLMZk8/Q2AAAAACDf8IwYAAAAADgZQQwAAAAAnIwgBgAAAABORhADAAAAACcjiAEAAACAkxHEAAAAAMDJ+EDnPJCRkaFz586pdOnSslgsBV0OAAAAgAJijNHVq1dVoUIFubjkfN2LIJYHzp07p6CgoIIuAwAAAMA94ueff1alSpVyXE4QywOlS5eWdPtke3l5FXA1AAAAAApKcnKygoKCrBkhJwSxPJB5O6KXlxdBDAAAAMBdH1lisg4AAAAAcDKCGAAAAAA4GUEMAAAAAJyMIAYAAAAATkYQAwAAAAAnI4gBAAAAgJMRxAAAAADAyQhiAAAAAOBkBDEAAAAAcDKCGAAAAAA4GUEMAAAAAJyMIAYAAAAATkYQAwAAAAAnI4gBAAAAgJMRxAAAAADAyQhiAAAAAOBkBDEAAAAAcDKCGAAAAAA4GUEMAAAAAJyMIAYAAAAATkYQAwAAAAAnI4gBAAAAgJMRxAAAAADAyQhiAAAAAOBk910Qe/fddxUcHCxPT0+FhoZq165dufZftmyZatWqJU9PT9WvX1/r1q3Lse8//vEPWSwWTZ8+PY+rBgAAAID/uq+C2JIlSzRq1ChNmjRJe/fuVcOGDRUZGanz589n23/79u3q3bu3Bg0apH379ikqKkpRUVE6ePBglr4rV67Ujh07VKFChfw+DAAAAABF3H0VxKZOnarBgwdr4MCBqlOnjubOnasSJUpo/vz52fafMWOGHn74YY0ePVq1a9fWK6+8osaNG2v27Nk2/c6ePasRI0bo3//+t9zc3JxxKAAAAACKsPsmiKWmpiouLk4RERHWNhcXF0VERCg2NjbbdWJjY236S1JkZKRN/4yMDPXt21ejR49W3bp17aolJSVFycnJNi8AAAAAsNd9E8QuXryo9PR0BQQE2LQHBAQoPj4+23Xi4+Pv2v/NN99UsWLF9NRTT9ldS3R0tLy9va2voKAgB44EAAAAQFF33wSx/BAXF6cZM2Zo4cKFslgsdq83duxYJSUlWV8///xzPlYJAAAAoLC5b4JYuXLl5OrqqoSEBJv2hIQEBQYGZrtOYGBgrv2/+eYbnT9/XpUrV1axYsVUrFgxnT59Ws8++6yCg4NzrMXDw0NeXl42LwAAAACw130TxNzd3dWkSRPFxMRY2zIyMhQTE6OwsLBs1wkLC7PpL0kbNmyw9u/bt68OHDig7777zvqqUKGCRo8era+++ir/DgYAAABAkVasoAtwxKhRo9S/f381bdpUzZs31/Tp03X9+nUNHDhQktSvXz9VrFhR0dHRkqSnn35a4eHhmjJlijp16qTFixdrz549mjdvniSpbNmyKlu2rM0+3NzcFBgYqJo1azr34AAAAAAUGfdVEOvZs6cuXLigiRMnKj4+Xo0aNdL69eutE3KcOXNGLi7/vcjXsmVLLVq0SOPHj9eLL76oGjVqaNWqVapXr15BHQIAAAAAyGKMMQVdxP0uOTlZ3t7eSkpK4nkxAAAAoAizNxvcN8+IAQAAAEBhQRADAAAAACcjiAEAAACAkxHEAAAAAMDJCGIAAAAA4GQEMQAAAABwMoIYAAAAADgZQQwAAAAAnIwgBgAAAABORhADAAAAACcjiAEAAACAkxHEAAAAAMDJCGIAAAAA4GQEMQAAAABwMoIYAAAAADgZQQwAAAAAnIwgBgAAAABORhADAAAAACdzOIjt3btX33//vfX9559/rqioKL344otKTU3N0+IAAAAAoDByOIgNHTpUR48elSSdOHFCvXr1UokSJbRs2TI9//zzeV4gAAAAABQ2Dgexo0ePqlGjRpKkZcuWqXXr1lq0aJEWLlyozz77LK/rAwAAAIBCx+EgZoxRRkaGJOnrr79Wx44dJUlBQUG6ePFi3lYHAAAAAIWQw0GsadOmevXVV/Xxxx9ry5Yt6tSpkyTp5MmTCggIyPMCAQAAAKCwcTiITZ8+XXv37tXw4cM1btw4Va9eXZK0fPlytWzZMs8LBAAAAIDCxmKMMXmxoVu3bsnV1VVubm55sbn7SnJysry9vZWUlCQvL6+CLgcAAABAAbE3GxTLqx16enrm1aYAAAAAoFBzOIi5uLjIYrHkuDw9Pf0PFQQAAAAAhZ3DQWzlypU279PS0rRv3z59+OGHmjx5cp4VBgAAAACFVZ49I7Zo0SItWbJEn3/+eV5s7r7CM2IAAAAAJPuzgcOzJuakRYsWiomJyavNAQAAAEChlSdB7ObNm5o5c6YqVqyYF5sDAAAAgELN4SDm6+urMmXKWF++vr4qXbq05s+fr7fffjs/arTx7rvvKjg4WJ6engoNDdWuXbty7b9s2TLVqlVLnp6eql+/vtatW2ddlpaWphdeeEH169dXyZIlVaFCBfXr10/nzp3L78MAAAAAUIQ5PFnHtGnTbGZNdHFxkZ+fn0JDQ+Xr65unxd1pyZIlGjVqlObOnavQ0FBNnz5dkZGROnLkiPz9/bP03759u3r37q3o6Gh17txZixYtUlRUlPbu3at69erpxo0b2rt3ryZMmKCGDRvqypUrevrpp/XII49oz549+XosAAAAAIouhyfrOHPmjIKCgrKdwv7MmTOqXLlynhV3p9DQUDVr1kyzZ8+WJGVkZCgoKEgjRozQmDFjsvTv2bOnrl+/rjVr1ljbWrRooUaNGmnu3LnZ7mP37t1q3ry5Tp8+bfexMFkHAAAAACkfJ+sICQnRhQsXsrRfunRJISEhjm7ObqmpqYqLi1NERIS1zcXFRREREYqNjc12ndjYWJv+khQZGZljf0lKSkqSxWKRj49Pjn1SUlKUnJxs8wIAAAAAezkcxHK6gHbt2jV5enr+4YJycvHiRaWnpysgIMCmPSAgQPHx8dmuEx8f71D/W7du6YUXXlDv3r1zTa/R0dHy9va2voKCghw8GgAAAABFmd3PiI0aNUqSZLFYNHHiRJUoUcK6LD09XTt37lSjRo3yvEBnSUtLU48ePWSM0XvvvZdr37Fjx1rPh3T78iNhDAAAAIC97A5i+/btk3T7itj3338vd3d36zJ3d3c1bNhQzz33XN5X+P+VK1dOrq6uSkhIsGlPSEhQYGBgtusEBgba1T8zhJ0+fVobN26863NeHh4e8vDw+B1HAQAAAAAOBLFNmzZJkgYOHKgZM2Y4fVIKd3d3NWnSRDExMYqKipJ0e7KOmJgYDR8+PNt1wsLCFBMTo5EjR1rbNmzYoLCwMOv7zBB27Ngxbdq0SWXLls3PwwAAAAAAx6evX7BgQX7UYZdRo0apf//+atq0qZo3b67p06fr+vXrGjhwoCSpX79+qlixoqKjoyVJTz/9tMLDwzVlyhR16tRJixcv1p49ezRv3jxJt0PYY489pr1792rNmjVKT0+3Pj9WpkwZm6t+AAAAAJBXHA5ikrRnzx4tXbpUZ86cUWpqqs2yFStW5Elh2enZs6cuXLigiRMnKj4+Xo0aNdL69eutE3KcOXNGLi7/nX+kZcuWWrRokcaPH68XX3xRNWrU0KpVq1SvXj1J0tmzZ/XFF19IUpbn2zZt2qQ2bdrk27EAAAAAKLoc/hyxxYsXq1+/foqMjNR//vMftW/fXkePHlVCQoK6du1aoFfMCgqfIwYAAABAysfPEXv99dc1bdo0rV69Wu7u7poxY4YOHz6sHj165OuHOQMAAABAYeFwEDt+/Lg6deok6fYEGtevX5fFYtEzzzxjffYKAAAAAJAzh4OYr6+vrl69KkmqWLGiDh48KElKTEzUjRs38rY6AAAAACiEHJ6so3Xr1tqwYYPq16+vxx9/XE8//bQ2btyoDRs2qF27dvlRIwAAAAAUKg4HsdmzZ+vWrVuSpHHjxsnNzU3bt29X9+7dNX78+DwvEAAAAAAKG4dnTURWzJoIAAAAQMrHWRNdXV11/vz5LO2XLl2Sq6uro5sDAAAAgCLH4SCW0wW0lJQUubu7/+GCAAAAAKCws/sZsZkzZ0qSLBaL3n//fZUqVcq6LD09XVu3blWtWrXyvkIAAAAAKGTsDmLTpk2TdPuK2Ny5c21uQ3R3d1dwcLDmzp2b9xUCAAAAQCFjdxA7efKkJOnPf/6zVqxYIV9f33wrCgAAAAAKM4enr9+0aZPN+99++023bt2yuVURAAAAAJAzuyfrWL16tRYuXGjT9tprr6lUqVLy8fFR+/btdeXKlbyuDwAAAAAKHbuD2NSpU3X9+nXr++3bt2vixImaMGGCli5dqp9//lmvvPJKvhQJAAAAAIWJ3UHshx9+UMuWLa3vly9frr/85S8aN26cunXrpilTpmj16tX5UiQAAAAAFCZ2B7GrV6+qbNmy1vfffvut2rVrZ31ft25dnTt3Lm+rAwAAAIBCyO4gVrFiRR06dEiSdO3aNe3fv9/mCtmlS5dUokSJvK8QAAAAAAoZu4PY448/rpEjR+rjjz/W4MGDFRgYqBYtWliX79mzRzVr1syXIgEAAACgMLF7+vqJEyfq7NmzeuqppxQYGKhPPvnE5kOdP/30U3Xp0iVfigQAAACAwsRijDEFXcT9Ljk5Wd7e3kpKSpKXl1dBlwMAAACggNibDey+NREAAAAAkDcIYgAAAADgZAQxAAAAAHAyghgAAAAAOBlBDAAAAACczK7p62fOnGn3Bp966qnfXQwAAAAAFAV2TV8fEhJi8/7ChQu6ceOGfHx8JEmJiYkqUaKE/P39deLEiXwp9F7G9PUAAAAApDyevv7kyZPW12uvvaZGjRrp0KFDunz5si5fvqxDhw6pcePGeuWVV/LsAAAAAACgsHL4A52rVaum5cuX64EHHrBpj4uL02OPPaaTJ0/maYH3A66IAQAAAJDy8QOdf/31V/32229Z2tPT05WQkODo5gAAAACgyHE4iLVr105Dhw7V3r17rW1xcXF68sknFRERkafFAQAAAEBh5HAQmz9/vgIDA9W0aVN5eHjIw8NDzZs3V0BAgN5///38qNHGu+++q+DgYHl6eio0NFS7du3Ktf+yZctUq1YteXp6qn79+lq3bp3NcmOMJk6cqPLly6t48eKKiIjQsWPH8vMQAAAAABRxDgcxPz8/rVu3TocPH9ayZcu0bNkyHTp0SOvWrZO/v39+1Gi1ZMkSjRo1SpMmTdLevXvVsGFDRUZG6vz589n23759u3r37q1BgwZp3759ioqKUlRUlA4ePGjt89Zbb2nmzJmaO3eudu7cqZIlSyoyMlK3bt3K12MBAAAAUHQ5PFlHptTUVJ08eVLVqlVTsWJ2fRzZHxYaGqpmzZpp9uzZkqSMjAwFBQVpxIgRGjNmTJb+PXv21PXr17VmzRprW4sWLdSoUSPNnTtXxhhVqFBBzz77rJ577jlJUlJSkgICArRw4UL16tXLrroyH8i7ePkik3UAAAAARVhycrLKlSl318k6HE5QN27c0IgRI/Thhx9Kko4ePaqqVatqxIgRqlixYraBKC+kpqYqLi5OY8eOtba5uLgoIiJCsbGx2a4TGxurUaNG2bRFRkZq1apVkm5Pyx8fH2/zbJu3t7dCQ0MVGxubYxBLSUlRSkqK9X1ycrIkqdxb5STP33V4AAAAAAoDO2+sc/jWxLFjx2r//v3avHmzPD3/mzoiIiK0ZMkSRzdnt4sXLyo9PV0BAQE27QEBAYqPj892nfj4+Fz7Z/7pyDYlKTo6Wt7e3tZXUFCQw8cDAAAAoOhy+IrYqlWrtGTJErVo0UIWi8XaXrduXR0/fjxPi7tXjR071uZKW3JysoKCgnT6mdPcmggAAAAUYcnJyaryRpW79nM4iF24cCHbSTmuX79uE8zyWrly5eTq6prls8oSEhIUGBiY7TqBgYG59s/8MyEhQeXLl7fp06hRoxxryZwt8k4+nj7y8iSIAQAAAEWVS6p9Nx06fGti06ZNtXbtWuv7zPD1/vvvKywszNHN2c3d3V1NmjRRTEyMtS0jI0MxMTE57jcsLMymvyRt2LDB2j8kJESBgYE2fZKTk7Vz5858PRYAAAAARZvDV8Ref/11dejQQT/++KN+++03zZgxQz/++KO2b9+uLVu25EeNVqNGjVL//v3VtGlTNW/eXNOnT9f169c1cOBASVK/fv1UsWJFRUdHS5KefvpphYeHa8qUKerUqZMWL16sPXv2aN68eZJuh8iRI0fq1VdfVY0aNRQSEqIJEyaoQoUKioqKytdjAQAAAFB0ORzEHnzwQX333Xd64403VL9+ff3nP/9R48aNFRsbq/r16+dHjVY9e/bUhQsXNHHiRMXHx6tRo0Zav369dbKNM2fOyMXlvxf5WrZsqUWLFmn8+PF68cUXVaNGDa1atUr16tWz9nn++ed1/fp1DRkyRImJiXrwwQe1fv16m4lIAAAAACAv/e7PEcN/ZX6O2N0+KwAAAABA4WZvNnD4GTFXV1edP38+S/ulS5fk6urq6OYAAAAAoMhxOIjldAEtJSVF7u7uf7ggAAAAACjs7H5GbObMmZJuT3Dx/vvvq1SpUtZl6enp2rp1q2rVqpX3FQIAAABAIWN3EJs2bZqk21fE5s6da3Mboru7u4KDgzV37ty8rxAAAAAAChm7g9jJkyclSX/+85+1YsUK+fr65ltRAAAAAFCYOTx9/aZNm/KjDgAAAAAoMhyerKN79+568803s7S/9dZbevzxx/OkKAAAAAAozBwOYlu3blXHjh2ztHfo0EFbt27Nk6IAAAAAoDBzOIhdu3Yt22nq3dzclJycnCdFAQAAAEBh5nAQq1+/vpYsWZKlffHixapTp06eFAUAAAAAhZnDk3VMmDBB3bp10/Hjx9W2bVtJUkxMjD799FMtW7YszwsEAAAAgMLG4SDWpUsXrVq1Sq+//rqWL1+u4sWLq0GDBvr6668VHh6eHzUCAAAAQKFiMcaYgi7ifpecnCxvb28lJSXJy8uroMsBAAAAUEDszQYOPyMmSYmJiXr//ff14osv6vLly5KkvXv36uzZs7+vWgAAAAAoQhy+NfHAgQOKiIiQt7e3Tp06pSeeeEJlypTRihUrdObMGX300Uf5UScAAAAAFBoOXxEbNWqUBgwYoGPHjsnT09Pa3rFjRz5HDAAAAADs4HAQ2717t4YOHZqlvWLFioqPj8+TogAAAACgMHM4iHl4eGT7wc1Hjx6Vn59fnhQFAAAAAIWZw0HskUce0csvv6y0tDRJksVi0ZkzZ/TCCy+oe/fueV4gAAAAABQ2DgexKVOm6Nq1a/L399fNmzcVHh6u6tWrq3Tp0nrttdfyo0YAAAAAKFQcnjXR29tbGzZs0LfffqsDBw7o2rVraty4sSIiIvKjPgAAAAAodPhA5zzABzoDAAAAkOzPBg5fEZOkmJgYxcTE6Pz588rIyLBZNn/+/N+zSQAAAAAoMhwOYpMnT9bLL7+spk2bqnz58rJYLPlRFwAAAAAUWg4Hsblz52rhwoXq27dvftQDAAAAAIWew7MmpqamqmXLlvlRCwAAAAAUCQ4HsSeeeEKLFi3Kj1oAAAAAoEhw+NbEW7duad68efr666/VoEEDubm52SyfOnVqnhUHAAAAAIWRw0HswIEDatSokSTp4MGDNsuYuAMAAAAA7s7hILZp06b8qAMAAAAAigyHnxEDAAAAAPwxDgex69eva8KECWrZsqWqV6+uqlWr2rzyy+XLl9WnTx95eXnJx8dHgwYN0rVr13Jd59atWxo2bJjKli2rUqVKqXv37kpISLAu379/v3r37q2goCAVL15ctWvX1owZM/LtGAAAAABA+h23Jj7xxBPasmWL+vbt69QPdO7Tp49+/fVXbdiwQWlpaRo4cKCGDBmS6wyOzzzzjNauXatly5bJ29tbw4cPV7du3bRt2zZJUlxcnPz9/fXJJ58oKChI27dv15AhQ+Tq6qrhw4c75bgAAAAAFD0WY4xxZAUfHx+tXbtWrVq1yq+asjh06JDq1Kmj3bt3q2nTppKk9evXq2PHjvrll19UoUKFLOskJSXJz89PixYt0mOPPSZJOnz4sGrXrq3Y2Fi1aNEi230NGzZMhw4d0saNG+2uLzk5Wd7e3kpKSpKXl9fvOEIAAAAAhYG92cDhWxN9fX1VpkyZP1Sco2JjY+Xj42MNYZIUEREhFxcX7dy5M9t14uLilJaWpoiICGtbrVq1VLlyZcXGxua4r6SkpLseX0pKipKTk21eAAAAAGAvh4PYK6+8ookTJ+rGjRv5UU+24uPj5e/vb9NWrFgxlSlTRvHx8Tmu4+7uLh8fH5v2gICAHNfZvn27lixZoiFDhuRaT3R0tLy9va2voKAg+w8GAAAAQJHncBCbMmWKvvrqKwUEBKh+/fpq3LixzcsRY8aMkcViyfV1+PBhR0v8XQ4ePKhHH31UkyZNUvv27XPtO3bsWCUlJVlfP//8s1NqBAAAAFA4ODxZR1RUVJ7t/Nlnn9WAAQNy7VO1alUFBgbq/PnzNu2//fabLl++rMDAwGzXCwwMVGpqqhITE22uiiUkJGRZ58cff1S7du00ZMgQjR8//q51e3h4yMPD4679AAAAACA7DgexSZMm5dnO/fz85Ofnd9d+YWFhSkxMVFxcnJo0aSJJ2rhxozIyMhQaGprtOk2aNJGbm5tiYmLUvXt3SdKRI0d05swZhYWFWfv98MMPatu2rfr376/XXnstD44KAAAAAHLn8KyJmeLi4nTo0CFJUt26dfXAAw/kaWF36tChgxISEjR37lzr9PVNmza1Tl9/9uxZtWvXTh999JGaN28uSXryySe1bt06LVy4UF5eXhoxYoSk28+CSbdvR2zbtq0iIyP19ttvW/fl6upqV0DMxKyJAAAAACT7s4HDV8TOnz+vXr16afPmzdZb/hITE/XnP/9ZixcvdijAOOLf//63hg8frnbt2snFxUXdu3fXzJkzrcvT0tJ05MgRm0lEpk2bZu2bkpKiyMhIzZkzx7p8+fLlunDhgj755BN98skn1vYqVaro1KlT+XIcAAAAAODwFbGePXvqxIkT+uijj1S7dm1Jt5+x6t+/v6pXr65PP/00Xwq9l3FFDAAAAIBkfzZwOIh5e3vr66+/VrNmzWzad+3apfbt2ysxMfF3FXw/I4gBAAAAkPLxA50zMjLk5uaWpd3NzU0ZGRmObg4AAAAAihyHg1jbtm319NNP69y5c9a2s2fP6plnnlG7du3ytDgAAAAAKIwcDmKzZ89WcnKygoODVa1aNVWrVk0hISFKTk7WrFmz8qNGAAAAAChUHJ41MSgoSHv37tXXX3+tw4cPS5Jq166tiIiIPC8OAAAAAAqj3/05YvgvJusAAAAAIOXDZB0bN25UnTp1lJycnGVZUlKS6tatq2+++eb3VQsAAAAARYjdQWz69OkaPHhwtqnO29tbQ4cO1dSpU/O0OAAAAAAojOwOYvv379fDDz+c4/L27dsrLi4uT4oCAAAAgMLM7iCWkJCQ7eeHZSpWrJguXLiQJ0UBAAAAQGFmdxCrWLGiDh48mOPyAwcOqHz58nlSFAAAAAAUZnYHsY4dO2rChAm6detWlmU3b97UpEmT1Llz5zwtDgAAAAAKI7unr09ISFDjxo3l6uqq4cOHq2bNmpKkw4cP691331V6err27t2rgICAfC34XsT09QAAAAAk+7OB3R/oHBAQoO3bt+vJJ5/U2LFjlZnfLBaLIiMj9e677xbJEAYAAAAAjrI7iElSlSpVtG7dOl25ckU//fSTjDGqUaOGfH1986s+AAAAACh0HApimXx9fdWsWbO8rgUAAAAAigS7J+sAAAAAAOQNghgAAAAAOBlBDAAAAACcjCAGAAAAAE5GEAMAAAAAJyOIAQAAAICTEcQAAAAAwMkIYgAAAADgZAQxAAAAAHAyghgAAAAAOBlBDAAAAACcjCAGAAAAAE5GEAMAAAAAJyOIAQAAAICTEcQAAAAAwMnumyB2+fJl9enTR15eXvLx8dGgQYN07dq1XNe5deuWhg0bprJly6pUqVLq3r27EhISsu176dIlVapUSRaLRYmJiflwBAAAAABw230TxPr06aMffvhBGzZs0Jo1a7R161YNGTIk13WeeeYZrV69WsuWLdOWLVt07tw5devWLdu+gwYNUoMGDfKjdAAAAACwYTHGmIIu4m4OHTqkOnXqaPfu3WratKkkaf369erYsaN++eUXVahQIcs6SUlJ8vPz06JFi/TYY49Jkg4fPqzatWsrNjZWLVq0sPZ97733tGTJEk2cOFHt2rXTlStX5OPjY3d9ycnJ8vb2VlJSkry8vP7YwQIAAAC4b9mbDe6LK2KxsbHy8fGxhjBJioiIkIuLi3bu3JntOnFxcUpLS1NERIS1rVatWqpcubJiY2OtbT/++KNefvllffTRR3Jxse90pKSkKDk52eYFAAAAAPa6L4JYfHy8/P39bdqKFSumMmXKKD4+Psd13N3ds1zZCggIsK6TkpKi3r176+2331blypXtric6Olre3t7WV1BQkGMHBAAAAKBIK9AgNmbMGFksllxfhw8fzrf9jx07VrVr19bf/vY3h9dLSkqyvn7++ed8qhAAAABAYVSsIHf+7LPPasCAAbn2qVq1qgIDA3X+/Hmb9t9++02XL19WYGBgtusFBgYqNTVViYmJNlfFEhISrOts3LhR33//vZYvXy5Jynxcrly5cho3bpwmT56c7bY9PDzk4eFhzyECAAAAQBYFGsT8/Pzk5+d3135hYWFKTExUXFycmjRpIul2iMrIyFBoaGi26zRp0kRubm6KiYlR9+7dJUlHjhzRmTNnFBYWJkn67LPPdPPmTes6u3fv1t///nd98803qlat2h89PAAAAADIVoEGMXvVrl1bDz/8sAYPHqy5c+cqLS1Nw4cPV69evawzJp49e1bt2rXTRx99pObNm8vb21uDBg3SqFGjVKZMGXl5eWnEiBEKCwuzzph4Z9i6ePGidX+OzJoIAAAAAI64L4KYJP373//W8OHD1a5dO7m4uKh79+6aOXOmdXlaWpqOHDmiGzduWNumTZtm7ZuSkqLIyEjNmTOnIMoHAAAAAKv74nPE7nV8jhgAAAAAqZB9jhgAAAAAFCYEMQAAAABwMoIYAAAAADgZQQwAAAAAnIwgBgAAAABORhADAAAAACcjiAEAAACAkxHEAAAAAMDJCGIAAAAA4GQEMQAAAABwMoIYAAAAADgZQQwAAAAAnIwgBgAAAABORhADAAAAACcjiAEAAACAkxHEAAAAAMDJCGIAAAAA4GQEMQAAAABwMoIYAAAAADgZQQwAAAAAnIwgBgAAAABORhADAAAAACcjiAEAAACAkxHEAAAAAMDJihV0AYWBMUaSlJycXMCVAAAAAChImZkgMyPkhCCWBy5duiRJCgoKKuBKAAAAANwLLl26JG9v7xyXE8TyQJkyZSRJZ86cyfVkI/80a9ZMu3fvLugyijTGoOAxBgWPMSh4jEHBYwwKHmNQsJKSklS5cmVrRsgJQSwPuLjcftTO29tbXl5eBVxN0eTq6sq5L2CMQcFjDAoeY1DwGIOCxxgUPMbg3pCZEXJc7qQ6gHw1bNiwgi6hyGMMCh5jUPAYg4LHGBQ8xqDgMQb3B4u521NkuKvk5GR5e3srKSmJ3z4AAAAARZi92YArYnnAw8NDkyZNkoeHR0GXAgAAAKAA2ZsNuCIGAAAAAE7GFTEAAAAAcDKCGAAAAAA4GUEM94R3331XwcHB8vT0VGhoqHbt2mVdNnToUFWrVk3FixeXn5+fHn30UR0+fPiu21y2bJlq1aolT09P1a9fX+vWrbNZbozRxIkTVb58eRUvXlwRERE6duxYnh/b/SC38y9JsbGxatu2rUqWLCkvLy+1bt1aN2/ezHWbmzdvVuPGjeXh4aHq1atr4cKFDu+3KMntXBw/flxdu3aVn5+fvLy81KNHDyUkJNx1m4yB/bZu3aouXbqoQoUKslgsWrVqlXVZWlqaXnjhBdWvX18lS5ZUhQoV1K9fP507d+6u22UM7JfbGEjSgAEDZLFYbF4PP/zwXbfLGNjvbmNw7do1DR8+XJUqVVLx4sVVp04dzZ07967bPXDggB566CF5enoqKChIb731VpY+d/uZXRRER0erWbNmKl26tPz9/RUVFaUjR47Y9Jk3b57atGkjLy8vWSwWJSYm2rVtvg/uUQYoYIsXLzbu7u5m/vz55ocffjCDBw82Pj4+JiEhwRhjzD//+U+zZcsWc/LkSRMXF2e6dOligoKCzG+//ZbjNrdt22ZcXV3NW2+9ZX788Uczfvx44+bmZr7//ntrnzfeeMN4e3ubVatWmf3795tHHnnEhISEmJs3b+b7Md9L7nb+t2/fbry8vEx0dLQ5ePCgOXz4sFmyZIm5detWjts8ceKEKVGihBk1apT58ccfzaxZs4yrq6tZv3693fstSnI7F9euXTNVq1Y1Xbt2NQcOHDAHDhwwjz76qGnWrJlJT0/PcZuMgWPWrVtnxo0bZ1asWGEkmZUrV1qXJSYmmoiICLNkyRJz+PBhExsba5o3b26aNGmS6zYZA8fkNgbGGNO/f3/z8MMPm19//dX6unz5cq7bZAwcc7cxGDx4sKlWrZrZtGmTOXnypPnnP/9pXF1dzeeff57jNpOSkkxAQIDp06ePOXjwoPn0009N8eLFzT//+U9rH3t+ZhcFkZGRZsGCBebgwYPmu+++Mx07djSVK1c2165ds/aZNm2aiY6ONtHR0UaSuXLlyl23y/fBvYsgZoyZPXu2qVKlivHw8DDNmzc3O3futC67efOm+b//+z9TpkwZU7JkSdOtWzcTHx9/120uXbrU1KxZ03h4eJh69eqZtWvX2izPyMgwEyZMMIGBgcbT09O0a9fOHD16NM+P7X7QvHlzM2zYMOv79PR0U6FCBRMdHZ1t//379xtJ5qeffspxmz169DCdOnWyaQsNDTVDhw41xtw+/4GBgebtt9+2Lk9MTDQeHh7m008//SOHc9+52/kPDQ0148ePd2ibzz//vKlbt65NW8+ePU1kZKTd+y1KcjsXX331lXFxcTFJSUnW5YmJicZisZgNGzbkuE3G4PfL7j+gd9q1a5eRZE6fPp1jH8bg98spiD366KMObYcx+P2yG4O6deual19+2aatcePGZty4cTluZ86cOcbX19ekpKRY21544QVTs2ZN6/u7/cwuqs6fP28kmS1btmRZtmnTJruDGN8H964if2vikiVLNGrUKE2aNEl79+5Vw4YNFRkZqfPnz0uSnnnmGa1evVrLli3Tli1bdO7cOXXr1i3XbW7fvl29e/fWoEGDtG/fPkVFRSkqKkoHDx609nnrrbc0c+ZMzZ07Vzt37lTJkiUVGRmpW7du5evx3mtSU1MVFxeniIgIa5uLi4siIiIUGxubpf/169e1YMEChYSEKCgoyNoeHBysl156yfo+NjbWZpuSFBkZad3myZMnFR8fb9PH29tboaGh2e63sLrb+T9//rx27twpf39/tWzZUgEBAQoPD9e3335rs502bdpowIAB1vd3O/+OjnthdrdzkZKSIovFYjMFrqenp1xcXGzGgTFwrqSkJFksFvn4+FjbGIP8t3nzZvn7+6tmzZp68skndenSJZvljEH+atmypb744gudPXtWxhht2rRJR48eVfv27a19BgwYoDZt2ljfx8bGqnXr1nJ3d7e2RUZG6siRI7py5Yq1T27jVFQlJSVJksqUKePQenwf3D+KfBCbOnWqBg8erIEDB1rvdS5RooTmz5+vpKQkffDBB5o6daratm2rJk2aaMGCBdq+fbt27NiR4zZnzJihhx9+WKNHj1bt2rX1yiuvqHHjxpo9e7ak288mTZ8+XePHj9ejjz6qBg0a6KOPPtK5c+ey3I9d2F28eFHp6ekKCAiwaQ8ICFB8fLz1/Zw5c1SqVCmVKlVKX375pTZs2GDzj3q1atVUrlw56/v4+Phct5n55932W9jd7fyfOHFCkvTSSy9p8ODBWr9+vRo3bqx27drZPE9XuXJllS9f3vo+p/OfnJysmzdv2j3uRcHdzkWLFi1UsmRJvfDCC7px44auX7+u5557Tunp6fr111+t/RkD57l165ZeeOEF9e7d2+aDOhmD/PXwww/ro48+UkxMjN58801t2bJFHTp0UHp6urUPY5C/Zs2apTp16qhSpUpyd3fXww8/rHfffVetW7e29ilfvrwqV65sfZ/TGGQuy61PUR6DjIwMjRw5Uq1atVK9evUcWpfvg/tHsYIuoCBl/gZg7Nix1rb//Q1A8+bNlZaWZvMbglq1aqly5cqKjY1VixYtJN2+GjNgwADrFZnY2FiNGjXKZl+RkZHWkHW3qzG9evXKpyO+f/Xp00d/+ctf9Ouvv+qdd95Rjx49tG3bNnl6ekqSYmJiCrjCwikjI0PS7QlTBg4cKEl64IEHFBMTo/nz5ys6OlqS9NFHHxVYjYWdn5+fli1bpieffFIzZ86Ui4uLevfurcaNG8vF5b+/S2MMnCMtLU09evSQMUbvvfeezTLGIH/978/G+vXrq0GDBqpWrZo2b96sdu3aSWIM8tusWbO0Y8cOffHFF6pSpYq2bt2qYcOGqUKFCtb/02T+XMAfM2zYMB08eDDLHSj24Pvg/lGkg1huvwE4fPiw4uPj5e7ubnPrSeby//0NAVdjfr9y5crJ1dU1ywxwCQkJCgwMtL739vaWt7e3atSooRYtWsjX11crV65U7969s91uYGBgrtvM/DMhIcHmt0YJCQlq1KhRXhzafeFu5z/z3NSpU8dmee3atXXmzJkct5vT+ffy8lLx4sXl6upq17gXBfZ8D7Rv317Hjx/XxYsXVaxYMfn4+CgwMFBVq1bNcbuMQd7LDGGnT5/Wxo0bba6GZYcxyF9Vq1ZVuXLl9NNPP1mD2J0Yg7xz8+ZNvfjii1q5cqU6deokSWrQoIG+++47vfPOO1lufcuU0xhkLsutT1Edg+HDh2vNmjXaunWrKlWq9Ie3x/fBvavI35qYF2JiYjR8+PCCLuO+5O7uriZNmthc0crIyFBMTIzCwsKyXcfcnmRGKSkpOW43LCwsy1WyDRs2WLcZEhKiwMBAmz7JycnauXNnjvstjO52/oODg1WhQoUs0+cePXpUVapUyXG7dzv/v2fcCytHzkW5cuXk4+OjjRs36vz583rkkUdy3C5jkLcyQ9ixY8f09ddfq2zZsnddhzHIX7/88osuXbpk88u0OzEGeSctLU1paWk2V+IlydXV1Xr3RHbCwsK0detWpaWlWds2bNigmjVrytfX19ont3EqKowxGj58uFauXKmNGzcqJCQkT7bL98E9rCBnCiloKSkpxtXVNcusQP369TOPPPKIiYmJyXZGmsqVK5upU6fmuN2goCAzbdo0m7aJEyeaBg0aGGOMOX78uJFk9u3bZ9OndevW5qmnnvq9h3PfWrx4sfHw8DALFy40P/74oxkyZIjx8fEx8fHx5vjx4+b11183e/bsMadPnzbbtm0zXbp0MWXKlLGZUrVt27Zm1qxZ1vfbtm0zxYoVM++88445dOiQmTRpUrbT1/v4+JjPP//cOiV4UZ2+Pqfzb8ztqXK9vLzMsmXLzLFjx8z48eONp6enzayVffv2NWPGjLG+z5wqd/To0ebQoUPm3XffzXaq3Nz2W5Tc7VzMnz/fxMbGmp9++sl8/PHHpkyZMmbUqFE222AM/pirV6+affv2mX379hlJZurUqWbfvn3m9OnTJjU11TzyyCOmUqVK5rvvvrOZPv1/Z4JjDP6Y3Mbg6tWr5rnnnjOxsbHm5MmT5uuvvzaNGzc2NWrUsPkoDcbgj8ltDIwxJjw83NStW9ds2rTJnDhxwixYsMB4enqaOXPmWLcxZswY07dvX+v7xMREExAQYPr27WsOHjxoFi9ebEqUKJFl+vq7/cwuCp588knj7e1tNm/ebPPvzI0bN6x9fv31V7Nv3z7zr3/9y0gyW7duNfv27TOXLl2y9uH74P5RpIOYMben6xw+fLj1fXp6uqlYsaKJjo42iYmJxs3NzSxfvty6/PDhw0aSiY2NzXGbPXr0MJ07d7ZpCwsLyzJ1+jvvvGNdnpSUVCSnTs80a9YsU7lyZePu7m6aN29uduzYYYwx5uzZs6ZDhw7G39/fuLm5mUqVKpm//vWv5vDhwzbrV6lSxUyaNMmmbenSpeZPf/qTcXd3N3Xr1s3xIwQCAgKMh4eHadeunTly5Ei+Hue9Kqfznyk6OtpUqlTJlChRwoSFhZlvvvnGZnl4eLjp37+/TdumTZtMo0aNjLu7u6latapZsGCBw/stSnI7Fy+88IIJCAgwbm5upkaNGmbKlCkmIyPDZn3G4I/JnAr6zlf//v3NyZMns10myWzatMm6Dcbgj8ltDG7cuGHat29v/Pz8jJubm6lSpYoZPHhwlv8kMgZ/TG5jYMztEDBgwABToUIF4+npaWrWrJnl36P+/fub8PBwm+3u37/fPPjgg8bDw8NUrFjRvPHGG1n2fbef2UVBTv/O/O/X7KRJk+7ah++D+4fFGGPy8YLbPW/JkiXq37+//vnPf6p58+aaPn26li5dqsOHDysgIEBPPvmk1q1bp4ULF8rLy0sjRoyQdHuK+kzt2rVT165drbcnbt++XeHh4XrjjTfUqVMnLV68WK+//rr27t1rnfnmzTff1BtvvKEPP/xQISEhmjBhgg4cOKAff/zROgEFAAAAgMKpSE/WIUk9e/bUhQsXNHHiRMXHx6tRo0Zav369dSKNadOmycXFRd27d1dKSooiIyM1Z84cm21kPkSfqWXLllq0aJHGjx+vF198UTVq1NCqVatsph99/vnndf36dQ0ZMkSJiYl68MEHtX79ekIYAAAAUAQU+StiAAAAAOBszJoIAAAAAE5GEAMAAAAAJyOIAQAAAICTEcQAAAAAwMkIYgAAAADgZEUuiEVHR6tZs2YqXbq0/P39FRUVpSNHjtj0uXXrloYNG6ayZcuqVKlS6t69uxISEu667ZdeekmNGjXKp8oBAAAAFBZFLoht2bJFw4YN044dO7RhwwalpaWpffv2un79urXPM888o9WrV2vZsmXasmWLzp07p27duhVg1QAAAAAKkyIXxNavX68BAwaobt26atiwoRYuXKgzZ84oLi5OkpSUlKQPPvhAU6dOVdu2bdWkSRMtWLBA27dv144dOxza1+7du/WXv/xF5cqVk7e3t8LDw7V3716bPhaLRe+//766du2qEiVKqEaNGvriiy/y7HgBAAAA3HuKXBC7U1JSkiSpTJkykqS4uDilpaUpIiLC2qdWrVqqXLmyYmNjHdr21atX1b9/f3377bfasWOHatSooY4dO+rq1as2/SZPnqwePXrowIED6tixo/r06aPLly//wSMDAAAAcK8q0kEsIyNDI0eOVKtWrVSvXj1JUnx8vNzd3eXj42PTNyAgQPHx8Q5tv23btvrb3/6mWrVqqXbt2po3b55u3LihLVu22PQbMGCAevfurerVq+v111/XtWvXtGvXrj90bAAAAADuXUU6iA0bNkwHDx7U4sWLHVqvbt26KlWqlEqVKqUOHTrk2C8hIUGDBw9WjRo15O3tLS8vL127dk1nzpyx6degQQPr30uWLCkvLy+dP3/esYMBAAAAcN8oVtAFFJThw4drzZo12rp1qypVqmRtDwwMVGpqqhITE22uiiUkJCgwMFCStG7dOqWlpUmSihcvnuM++vfvr0uXLmnGjBmqUqWKPDw8FBYWptTUVJt+bm5uNu8tFosyMjL+6CECAAAAuEcVuSBmjNGIESO0cuVKbd68WSEhITbLmzRpIjc3N8XExKh79+6SpCNHjujMmTMKCwuTJFWpUsWufW3btk1z5sxRx44dJUk///yzLl68mIdHAwAAAOB+VOSC2LBhw7Ro0SJ9/vnnKl26tPW5L29vbxUvXlze3t4aNGiQRo0apTJlysjLy0sjRoxQWFiYWrRo4dC+atSooY8//lhNmzZVcnKyRo8enesVNAAAAABFQ5F7Ruy9995TUlKS2rRpo/Lly1tfS5YssfaZNm2aOnfurO7du6t169YKDAzUihUr7rrtjIwMFSv232z7wQcf6MqVK2rcuLH69u2rp556Sv7+/vlyXAAAAADuHxZjjCnoIgqLf/zjH/rll1+0Zs2agi4FAAAAwD2syF0Ryw9Xr17V1q1btWLFCpvPHwMAAACA7BDE8sDEiRP12GOPqWvXrvrHP/5R0OUAAAAAuMdxayIAAAAAOBlXxAAAAADAyQhiAAAAAOBkBDEAAAAAcDKCGAAAAAA4GUEMAAAAAJyMIAYAgJ0GDBigqKiogi4DAFAIFCvoAgAAuBdYLJZcl0+aNEkzZswQn/oCAMgLBDEAACT9+uuv1r8vWbJEEydO1JEjR6xtpUqVUqlSpQqiNABAIcStiQAASAoMDLS+vL29ZbFYbNpKlSqV5dbENm3aaMSIERo5cqR8fX0VEBCgf/3rX7p+/boGDhyo0qVLq3r16vryyy9t9nXw4EF16NBBpUqVUkBAgPr27auLFy86+YgBAAWJIAYAwB/w4Ycfqly5ctq1a5dGjBihJ598Uo8//rhatmypvXv3qn379urbt69u3LghSUpMTFTbtm31wAMPaM+ePVq/fr0SEhLUo0ePAj4SAIAzEcQAAPgDGjZsqPHjx6tGjRoaO3asPD09Va5cOQ0ePFg1atTQxIkTdenSJR04cECSNHv2bD3wwAN6/fXXVatWLT3wwAOaP3++Nm3apKNHjxbw0QAAnIVnxAAA+AMaNGhg/burq6vKli2r+vXrW9sCAgIkSefPn5ck7d+/X5s2bcr2ebPjx4/rT3/6Uz5XDAC4FxDEAAD4A9zc3GzeWywWm7bM2RgzMjIkSdeuXVOXLl305ptvZtlW+fLl87FSAMC9hCAGAIATNW7cWJ999pmCg4NVrBg/hgGgqOIZMQAAnGjYsGG6fPmyevfurd27d+v48eP66quvNHDgQKWnpxd0eQAAJyGIAQDgRBUqVNC2bduUnp6u9u3bq379+ho5cqR8fHzk4sKPZQAoKizGGFPQRQAAAABAUcKv3gAAAADAyQhiAAAAAOBkBDEAAAAAcDKCGAAAAAA4GUEMAAAAAJyMIAYAAAAATkYQAwAAAAAnI4gBAAAAgJMRxAAAAADAyQhiAAAAAOBkBDEAAAAAcLL/BxardDx+Hc8gAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2024-01-21.json\n",
      "WEEKEND!\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2024-01-22.json\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2024-01-23.json\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2024-01-24.json\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2024-01-25.json\n"
     ]
    },
    {
     "data": {
      "image/png": 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O1cmTJ9WuXTv5+/vrxIkTWrlypfr06aPBgwfL29tbY8eOVd++fdW8eXN16tRJJ06c0Pz5852a47R//349/fTTatWqlRo3bqyCBQvq7NmzWrhwoc6dO6cpU6bYC6PUYm3RooV8fHzUtm1b9e3bV9evX9fs2bMVFBSk8+fPO7xerVq1NGPGDI0dO1alS5dWUFCQmjdvrhYtWuiBBx7Qc889p1dffVVeXl6aN2+ePbdJFi5cqA8//FBPPPGESpUqpWvXrmn27NnKnz+/vaBOzZAhQ7R37169++672rFjhzp06KDcuXNr27Zt+uSTT1ShQoVkhZp0p1D39/fX4MGD5eXlpQ4dOjhsd/Z3lZ3kxPcEIJvI3EX8ACD7OnLkiOndu7cJCwszPj4+xt/f3zRs2NB88MEH5ubNm/Z+t27dMqNGjTIlSpQw3t7eJjQ01AwdOtShjzF3liNv3bp1stf58/LNScte/3mZ66RlnTdt2pSsvWXLliYgIMD4+fmZUqVKmR49ephdu3Y59Dt48KB54oknTIECBYyfn58pV66cGT58uEOfMWPGmKJFixpPT89ky30vX77cNGrUyOTNm9fkzZvXlC9f3vTr18/8+uuvDs/x4YcfmhIlShhfX19Tu3Zts3Xr1mTvMSWRkZHmnXfeMU2bNjVFihQxuXLlMoGBgaZ58+bms88+S9Y/tVi//PJLU7VqVePn52fCwsLMu+++a+bNm5fs/URERJjWrVsbf3//ZMul796929StW9f4+PiYBx54wEyaNCnZcuR79uwxXbp0MQ888IDx9fU1QUFBpk2bNsnynprExEQzf/5807BhQ5M/f37j5+dnKlWqZEaNGmWuX7+e6n7PPPOMfbn61Djzu2ratKmpVKmSU7H+2V9ZjnzZsmUO/VL7nCctB3/x4kWX3xMAZCQPY1KYgQwAAAAAsGOOEwAAAACkg8IJAAAAANJB4QQAAAAA6aBwAgAAAIB0UDgBAAAAQDoonAAAAAAgHffcDXBtNpvOnTsnf39/eXh4uDscAAAAAG5ijNG1a9d0//33y9Mz7WtK91zhdO7cOYWGhro7DAAAAABZxJkzZ1SsWLE0+9xzhZO/v7+kO8nJnz+/m6MBAAAA4C4xMTEKDQ211whpuecKp6Thefnz56dwAgAAAODUFB4WhwAAAACAdFA4AQAAAEA63Fo4bd26VW3bttX9998vDw8Pff755+nus3nzZtWsWVO+vr4qXbq0FixYYHmcAAAAAO5tbi2cYmNjVa1aNU2fPt2p/idOnFDr1q310EMPad++fRo4cKB69eqlb775xuJIAQAAANzL3Lo4RKtWrdSqVSun+8+cOVMlSpTQxIkTJUkVKlTQtm3bNHnyZLVs2dKqMAHkYPG3E3XwbLRsxt2RAEDa7i+QW0UL5HZ3GMA9K1utqrdjxw6Fh4c7tLVs2VIDBw5MdZ/4+HjFx8fbH8fExFgVHoBsqN9/92r9oUh3hwEA6fL0kLa+9pCKBeZxdyjAPSlbFU4REREKDg52aAsODlZMTIxu3Lih3LmTn4UZP368Ro0alVkhAshmTl2OlSSF5PdTbh8vN0cDACn7/WqcbiUanb16g8IJcJNsVTj9FUOHDtWgQYPsj5NucgUAd5vcqbrql7rP3WEAQIoenrhZxy7GujsM4J6WrQqnkJAQRUY6DqmJjIxU/vz5U7zaJEm+vr7y9fXNjPAAAAAA5FDZ6j5O9evX14YNGxza1q1bp/r167spIgAAAAD3ArcWTtevX9e+ffu0b98+SXeWG9+3b59Onz4t6c4wu27dutn7P//88zp+/Lhee+01HT58WB9++KGWLl2qV155xR3hA8gBWEwPQHbCdxbgPm4tnHbt2qUaNWqoRo0akqRBgwapRo0aGjFihCTp/Pnz9iJKkkqUKKHVq1dr3bp1qlatmiZOnKg5c+awFDkAAAAAS7l1jlOzZs1kTOrnThYsWJDiPnv37rUwKgD3Ig8Pd0cAAKnz4EsKcLtsNccJAAAAANyBwgnAPS2tq94AkNXwlQW4D4UTAAAAAKSDwgkAJDF7AEBWxncU4H4UTgAAAACQDgonAACAbMJwJyfAbSicANzTOAQBAADOoHACAAAAgHRQOAGAuLkkgKyNryjA/SicAAAAACAdFE4A7m1McgKQnfCdBbgNhRMAAAAApIPCCQDE/AEAWZsHt8AF3I7CCQAAAADSQeEEAACQTTDFCXAfCicA9zQOQgAAgDMonAAAALI45mEC7kfhBAAS064BAECaKJwAAAAAIB0UTgDuacYwywlA9sFXFuA+FE4AAAAAkA4KJwAQE68BAEDaKJwAAAAAIB0UTgAAANmE4e5zgNtQOAG4p3EIAgAAnEHhBAAAkMV5MBETcDuXC6c9e/bo559/tj/+4osv1K5dO73xxhtKSEhwOYDp06crLCxMfn5+qlu3rnbu3Jlm/ylTpqhcuXLKnTu3QkND9corr+jmzZsuvy4AOOKgBAAApM7lwqlv3746cuSIJOn48ePq3Lmz8uTJo2XLlum1115z6bmWLFmiQYMGaeTIkdqzZ4+qVaumli1b6sKFCyn2X7RokYYMGaKRI0fq0KFDmjt3rpYsWaI33njD1bcBAACQ7XAfJ8B9XC6cjhw5ourVq0uSli1bpiZNmmjRokVasGCBli9f7tJzTZo0Sb1791bPnj1VsWJFzZw5U3ny5NG8efNS7L99+3Y1bNhQTz/9tMLCwtSiRQt16dIl3atUAJAaDkIAAIAzXC6cjDGy2WySpPXr1+uxxx6TJIWGhurSpUtOP09CQoJ2796t8PDwP4Lx9FR4eLh27NiR4j4NGjTQ7t277YXS8ePHtWbNGnsMKYmPj1dMTIzDDwAAQHbCYGLA/XK5ukPt2rU1duxYhYeHa8uWLZoxY4Yk6cSJEwoODnb6eS5duqTExMRk+wQHB+vw4cMp7vP000/r0qVLatSokYwxun37tp5//vk0h+qNHz9eo0aNcjouAPcm5l0DAIC0uHzFacqUKdqzZ4/69++vYcOGqXTp0pKkzz77TA0aNMjwAO+2efNmvf322/rwww+1Z88erVixQqtXr9aYMWNS3Wfo0KGKjo62/5w5c8bSGAEAAADkPC5fcapatarDqnpJJkyYIC8vL6efp1ChQvLy8lJkZKRDe2RkpEJCQlLcZ/jw4eratat69eolSapSpYpiY2PVp08fDRs2TJ6eyetAX19f+fr6Oh0XAABAVsW0TMB9Muw+Tn5+fvL29na6v4+Pj2rVqqUNGzbY22w2mzZs2KD69eunuE9cXFyy4iipWDPM8AbwFxgOQwAAgBNcvuLk6emZ5k3YEhMTnX6uQYMGqXv37qpdu7bq1KmjKVOmKDY2Vj179pQkdevWTUWLFtX48eMlSW3bttWkSZNUo0YN1a1bV0ePHtXw4cPVtm1bl652AQAAZCfMwwTcz+XCaeXKlQ6Pb926pb1792rhwoUuL8LQqVMnXbx4USNGjFBERISqV6+utWvX2heMOH36tMMVpjfffFMeHh568803dfbsWRUuXFht27bVuHHjXH0bAOCAYxIAAJAWD5NBY9wWLVqkJUuW6IsvvsiIp7NMTEyMAgICFB0drfz587s7HABu1vi9jTpz5YZWvthANR4IdHc4AJCi1u9/p1/OxWhBzwfVrFyQu8MBcgxXaoMMm+NUr149h/lKAJAdMD0SAAA4I0MKpxs3buj9999X0aJFM+LpAAAAcBfmOAHu5/Icp8DAQIfFIYwxunbtmvLkyaNPPvkkQ4MDgMyS1qI3AAAALhdOkydPdjjA8PT0VOHChVW3bl0FBjI/AAAAAEDO43Lh1Lx5c4WGhqZ4dvb06dN64IEHMiQwAAAAOGJaJuA+Ls9xKlGihC5evJis/fLlyypRokSGBAUAmYXFIQAAgDNcLpxSW738+vXr8vPz+9sBAQAAwJEHd5sD3M7poXqDBg2SdGcC9YgRI5QnTx77tsTERP3444+qXr16hgcIAJmBQxIAAJAWpwunvXv3Srpzxennn3+Wj4+PfZuPj4+qVaumwYMHZ3yEAAAAuIPhxYDbOF04bdq0SZLUs2dPTZ06Nd076wIAAABATuHyqnrz58+3Ig4AAACkglvNAe7ncuEkSbt27dLSpUt1+vRpJSQkOGxbsWJFhgQGAJmJgxIAAJAWl1fVW7x4sRo0aKBDhw5p5cqVunXrln755Rdt3LhRAQEBVsQIAAAASYZJToDbuFw4vf3225o8ebJWrVolHx8fTZ06VYcPH9ZTTz3FzW8BAAAA5EguF07Hjh1T69atJd1ZTS82NlYeHh565ZVXNGvWrAwPEACslNq96QAgK2E0MeB+LhdOgYGBunbtmiSpaNGiOnjwoCQpKipKcXFxGRsdAAAAAGQBLi8O0aRJE61bt05VqlRRx44d9fLLL2vjxo1at26dHn74YStiBADLeXA+FwAApMHlwmnatGm6efOmJGnYsGHy9vbW9u3b1aFDB7355psZHiAAAADuYHQx4D4uF04FCxa0/9vT01NDhgzJ0IAAIDNxDAIAAJzh8hwnLy8vXbhwIVn75cuX5eXllSFBAQAA4C7cbA5wO5cLp9RWoIqPj5ePj8/fDggA3IFjEgAAkBanh+q9//77kiQPDw/NmTNH+fLls29LTEzU1q1bVb58+YyPEAAAAJKY4wS4k9OF0+TJkyXdueI0c+ZMh2F5Pj4+CgsL08yZMzM+QgAAAABwM6cLpxMnTkiSHnroIa1YsUKBgYGWBQUAmYWztwCyA0YTA+7n8qp6mzZtcnh8+/Zt3bx502HoHgAAAADkJE4vDrFq1SotWLDAoW3cuHHKly+fChQooBYtWujq1asZHR8AAAAAuJ3ThdOkSZMUGxtrf7x9+3aNGDFCw4cP19KlS3XmzBmNGTPG5QCmT5+usLAw+fn5qW7dutq5c2ea/aOiotSvXz8VKVJEvr6+Klu2rNasWePy6wIAAGQ3jC4G3MfpoXq//PKLJk2aZH/82Wef6ZFHHtGwYcMkSX5+fnr55Zcd+qRnyZIlGjRokGbOnKm6detqypQpatmypX799VcFBQUl65+QkKBHHnlEQUFB+uyzz1S0aFGdOnVKBQoUcPo1AeBuhsMQAADgBKcLp2vXrum+++6zP962bZs6duxof1ypUiWdO3fOpRefNGmSevfurZ49e0qSZs6cqdWrV2vevHkaMmRIsv7z5s3TlStXtH37dnl7e0uSwsLCXHpNAACA7IZ7zQHu5/RQvaJFi+rQoUOSpOvXr2v//v1q0KCBffvly5eVJ08ep184ISFBu3fvVnh4+B/BeHoqPDxcO3bsSHGfL7/8UvXr11e/fv0UHBysypUr6+2331ZiYmKqrxMfH6+YmBiHHwD4Mw5KAABAWpwunDp27KiBAwfqP//5j3r37q2QkBDVq1fPvn3Xrl0qV66c0y986dIlJSYmKjg42KE9ODhYERERKe5z/PhxffbZZ0pMTNSaNWs0fPhwTZw4UWPHjk31dcaPH6+AgAD7T2hoqNMxAgAAZCWGeygAbuP0UL0RI0bo7NmzeumllxQSEqJPPvnE4Sa4n376qdq2bWtJkElsNpuCgoI0a9YseXl5qVatWjp79qwmTJigkSNHprjP0KFDNWjQIPvjmJgYiicAAAAALnG6cMqdO7c+/vjjVLf/+f5O6SlUqJC8vLwUGRnp0B4ZGamQkJAU9ylSpIi8vb0dCrYKFSooIiJCCQkJ8vHxSbaPr6+vfH19XYoNwL2Dk7cAsgNGEwPu5/RQvYzm4+OjWrVqacOGDfY2m82mDRs2qH79+inu07BhQx09elQ2m83eduTIERUpUiTFogkAAAAAMoLbCidJGjRokGbPnq2FCxfq0KFDeuGFFxQbG2tfZa9bt24aOnSovf8LL7ygK1eu6OWXX9aRI0e0evVqvf322+rXr5+73gKAHMKD87kAsgEukgPu4/RQPSt06tRJFy9e1IgRIxQREaHq1atr7dq19gUjTp8+LU/PP2q70NBQffPNN3rllVdUtWpVFS1aVC+//LJef/11d70FAAAAAPcAtxZOktS/f3/1798/xW2bN29O1la/fn398MMPFkcF4F7B2VsA2YEH90wA3M6tQ/UAAAAAIDtw6orT+++/7/QTvvTSS385GABwF07mAgCAtDhVOE2ePNnh8cWLFxUXF6cCBQpIkqKiopQnTx4FBQVROAEAAFiEWygA7uPUUL0TJ07Yf8aNG6fq1avr0KFDunLliq5cuaJDhw6pZs2aGjNmjNXxAgAAAECmc3mO0/Dhw/XBBx+oXLly9rZy5cpp8uTJevPNNzM0OACwGmdvAWQHjCYG3M/lwun8+fO6fft2svbExERFRkZmSFAAAAAAkJW4XDg9/PDD6tu3r/bs2WNv2717t1544QWFh4dnaHAAkFlYHAJA9sBlcsBdXC6c5s2bp5CQENWuXVu+vr7y9fVVnTp1FBwcrDlz5lgRIwAAAAC4lcs3wC1cuLDWrFmjI0eO6PDhw5Kk8uXLq2zZshkeHABYj7O3ALI+rooD7udy4ZQkLCxMxhiVKlVKuXL95acBAAAAgCzP5aF6cXFxeu6555QnTx5VqlRJp0+fliQNGDBA77zzToYHCACZwYM1qwAAQBpcLpyGDh2q/fv3a/PmzfLz87O3h4eHa8mSJRkaHAAAAP7ALRQA93F5jN3nn3+uJUuWqF69evK4a8BtpUqVdOzYsQwNDgAAAACyApevOF28eFFBQUHJ2mNjYx0KKQDIDjh7CyA7YDgx4H4uF061a9fW6tWr7Y+TiqU5c+aofv36GRcZAAAAAGQRLg/Ve/vtt9WqVSv973//0+3btzV16lT973//0/bt27VlyxYrYgQAy3HBHEB2wEVywH1cvuLUqFEj7du3T7dv31aVKlX07bffKigoSDt27FCtWrWsiBEAAAAA3Oov3YCpVKlSmj17dkbHAgCZjrO3ALIFrooDbufyFScvLy9duHAhWfvly5fl5eWVIUEBAAAAQFbicuFkUlmCKj4+Xj4+Pn87IABwB07mAsgOWAkUcB+nh+q9//77ku6sojdnzhzly5fPvi0xMVFbt25V+fLlMz5CAAAAAHAzpwunyZMnS7pzxWnmzJkOw/J8fHwUFhammTNnZnyEAAAA9ziuigPu53ThdOLECUnSQw89pBUrVigwMNCyoAAgs6Q2/BgAAOBuLq+qt2nTJiviAAAAAIAsy+XFITp06KB33303Wft7772njh07ZkhQAJDZuAEugOzAcBMFwG1cLpy2bt2qxx57LFl7q1attHXr1gwJCgAAAACyEpcLp+vXr6e47Li3t7diYmL+UhDTp09XWFiY/Pz8VLduXe3cudOp/RYvXiwPDw+1a9fuL70uAHDuFkB2wFVxwP1cLpyqVKmiJUuWJGtfvHixKlas6HIAS5Ys0aBBgzRy5Ejt2bNH1apVU8uWLVO8ye7dTp48qcGDB6tx48YuvyYAAAAAuMLlxSGGDx+u9u3b69ixY2revLkkacOGDfr000+1bNkylwOYNGmSevfurZ49e0qSZs6cqdWrV2vevHkaMmRIivskJibqmWee0ahRo/Tdd98pKirK5dcFAEeczgWQ9bEQKOA+Ll9xatu2rT7//HMdPXpUL774ov71r3/p999/1/r1610eMpeQkKDdu3crPDz8j4A8PRUeHq4dO3akut/o0aMVFBSk5557Lt3XiI+PV0xMjMMPAAAAALjC5StOktS6dWu1bt36b7/4pUuXlJiYqODgYIf24OBgHT58OMV9tm3bprlz52rfvn1Ovcb48eM1atSovxsqAACA23hwVRxwO5evOElSVFSU5syZozfeeENXrlyRJO3Zs0dnz57N0OD+7Nq1a+ratatmz56tQoUKObXP0KFDFR0dbf85c+aMpTECyF4Y9gIAAJzh8hWnAwcOKDw8XAEBATp58qR69eqlggULasWKFTp9+rQ+/vhjp5+rUKFC8vLyUmRkpEN7ZGSkQkJCkvU/duyYTp48qbZt29rbbDbbnTeSK5d+/fVXlSpVymEfX19f+fr6uvIWAQAAsiTO9QDu4/IVp0GDBqlHjx767bff5OfnZ29/7LHHXL6Pk4+Pj2rVqqUNGzbY22w2mzZs2KD69esn61++fHn9/PPP2rdvn/3n8ccf10MPPaR9+/YpNDTU1bcDAJJY6hcAAKTN5StOP/30kz766KNk7UWLFlVERITLAQwaNEjdu3dX7dq1VadOHU2ZMkWxsbH2Vfa6deumokWLavz48fLz81PlypUd9i9QoIAkJWsHAAAAgIzicuHk6+ub4sp0R44cUeHChV0OoFOnTrp48aJGjBihiIgIVa9eXWvXrrUvGHH69Gl5ev6lqVgAkC7DJCcA2QBXxQH3c7lwevzxxzV69GgtXbpUkuTh4aHTp0/r9ddfV4cOHf5SEP3791f//v1T3LZ58+Y0912wYMFfek0AAAAAcJbLl3ImTpyo69evKygoSDdu3FDTpk1VunRp+fv7a9y4cVbECACW42QugOyAq+SA+7h8xSkgIEDr1q3Ttm3bdODAAV2/fl01a9Z0uIktAAAAAOQkf+kGuJLUqFEjNWrUKCNjAQAAQAqY4wS4318qnDZs2KANGzbowoUL9vsoJZk3b16GBAYAmYFBLwAAwBkuF06jRo3S6NGjVbt2bRUpUkQenAIBAAAAkMO5XDjNnDlTCxYsUNeuXa2IBwDcgpNAAAAgLS6vqpeQkKAGDRpYEQsAAABS4MHan4DbuVw49erVS4sWLbIiFgDIfExyAgAATnB5qN7Nmzc1a9YsrV+/XlWrVpW3t7fD9kmTJmVYcAAAAACQFbhcOB04cEDVq1eXJB08eNBhG3MEAGRXfHsByA64/y3gPi4XTps2bbIiDgAAAADIslye4wQAAIDMxaAewP1cvuIUGxurd955J9Ub4B4/fjzDggMAqzHqBQAAOMPlwqlXr17asmWLunbtyg1wAQAAMpHhdA/gNi4XTl9//bVWr16thg0bWhEPALgF54AAAEBaXJ7jFBgYqIIFC1oRCwAAAABkSS4XTmPGjNGIESMUFxdnRTwAkKkMa/sCAAAnuDxUb+LEiTp27JiCg4MVFhaW7Aa4e/bsybDgAAAA8AfO9QDu43Lh1K5dOwvCAAD38uAWuAAAIA0uF04jR460Ig4AAACkglWMAfdzuXBKsnv3bh06dEiSVKlSJdWoUSPDggIAAACArMTlwunChQvq3LmzNm/erAIFCkiSoqKi9NBDD2nx4sUqXLhwRscIAJZhugAAAHCGy6vqDRgwQNeuXdMvv/yiK1eu6MqVKzp48KBiYmL00ksvWREjAAAAxOIQgDu5fMVp7dq1Wr9+vSpUqGBvq1ixoqZPn64WLVpkaHAAkFmYPgAAANLi8hUnm82WbAlySfL29pbNZsuQoAAAAPAHzu0A7udy4dS8eXO9/PLLOnfunL3t7NmzeuWVV/Twww9naHAAYDWGvQAAAGe4XDhNmzZNMTExCgsLU6lSpVSqVCmVKFFCMTEx+uCDD/5SENOnT1dYWJj8/PxUt25d7dy5M9W+s2fPVuPGjRUYGKjAwECFh4en2R8AACCn4FwP4D4uz3EKDQ3Vnj17tH79eh0+fFiSVKFCBYWHh/+lAJYsWaJBgwZp5syZqlu3rqZMmaKWLVvq119/VVBQULL+mzdvVpcuXdSgQQP5+fnp3XffVYsWLfTLL7+oaNGifykGAAAAAEiLhzHuHahSt25dPfjgg5o2bZqkO3OoQkNDNWDAAA0ZMiTd/RMTExUYGKhp06apW7du6faPiYlRQECAoqOjlT9//r8dP4DsrcLwtbpxK1HfvfaQQgvmcXc4AJCiHvN3avOvF/XvjtX0ZK1i7g4HyDFcqQ2cHqq3ceNGVaxYUTExMcm2RUdHq1KlSvruu+9cCjQhIUG7d+92uFrl6emp8PBw7dixw6nniIuL061bt1SwYMEUt8fHxysmJsbhBwAAAABc4XThNGXKFPXu3TvFSiwgIEB9+/bVpEmTXHrxS5cuKTExUcHBwQ7twcHBioiIcOo5Xn/9dd1///2pDhUcP368AgIC7D+hoaEuxQggZzPMGAAAAE5wunDav3+/Hn300VS3t2jRQrt3786QoJz1zjvvaPHixVq5cqX8/PxS7DN06FBFR0fbf86cOZOpMQIAAGQUN8+wAO5pTi8OERkZmeL9m+xPlCuXLl686NKLFypUSF5eXoqMjEz2WiEhIWnu++9//1vvvPOO1q9fr6pVq6baz9fXV76+vi7FBeDeww1wAQBAWpy+4lS0aFEdPHgw1e0HDhxQkSJFXHpxHx8f1apVSxs2bLC32Ww2bdiwQfXr1091v/fee09jxozR2rVrVbt2bZdeEwAAILvh3A7gfk4XTo899piGDx+umzdvJtt248YNjRw5Um3atHE5gEGDBmn27NlauHChDh06pBdeeEGxsbHq2bOnJKlbt24aOnSovf+7776r4cOHa968eQoLC1NERIQiIiJ0/fp1l18bABj1AgAAnOH0UL0333xTK1asUNmyZdW/f3+VK1dOknT48GFNnz5diYmJGjZsmMsBdOrUSRcvXtSIESMUERGh6tWra+3atfYFI06fPi1Pzz/quxkzZighIUFPPvmkw/OMHDlSb731lsuvDwAAkF1wrgdwH6cLp+DgYG3fvl0vvPCChg4dap+c6OHhoZYtW2r69OnJVsdzVv/+/dW/f/8Ut23evNnh8cmTJ//SawBAWjyY5AQAANLgdOEkScWLF9eaNWt09epVHT16VMYYlSlTRoGBgVbFBwAAcM/j5A7gfi4VTkkCAwP14IMPZnQsAAAAAJAlOb04BADkRMwXAJCt8KUFuA2FEwAAAACkg8IJAMQ9UgBkbXxHAe5H4QQAAAAA6aBwAnBvY74AAABwAoUTAABANmE42wO4DYUTAEjiFikAACAtFE4AAABZHCd3APejcAIAAACAdFA4AbinMV8AQHZi+MoC3IbCCQAAAADSQeEEAJI8uL0kgCyN7yjA3SicAAAAACAdFE4A7mnMFwAAAM6gcAIAAMgmONcDuA+FEwCIe6QAAIC0UTgBAABkcZzcAdyPwgkAAAAA0kHhBOCexnwBANkJC9oA7kPhBAAAAADpoHACAHFrSQBZG99RgPtROAEAAABAOiicANzTDBMGAGQjhpmZgNtQOAEAAABAOiicAEBiAgGALI37OAHulyUKp+nTpyssLEx+fn6qW7eudu7cmWb/ZcuWqXz58vLz81OVKlW0Zs2aTIoUAAAAwL3I7YXTkiVLNGjQII0cOVJ79uxRtWrV1LJlS124cCHF/tu3b1eXLl303HPPae/evWrXrp3atWungwcPZnLkAAAAAO4VHsbNM6Pr1q2rBx98UNOmTZMk2Ww2hYaGasCAARoyZEiy/p06dVJsbKy++uore1u9evVUvXp1zZw5M1n/+Ph4xcfH2x/HxMQoNDRU0dHRyp8/vwXvyHkf7ziplXvPujUG4F6393SUJGnnsIcV5O/n3mAAIBV9/7NL3/wSqWKBuVXY39fd4QAZYl73BxWY18etMcTExCggIMCp2iBXJsWUooSEBO3evVtDhw61t3l6eio8PFw7duxIcZ8dO3Zo0KBBDm0tW7bU559/nmL/8ePHa9SoURkWc0Y6G3XDftAGwH3y+ngpv5+3u8MAgFQVCcgtSfr96g39fvWGm6MBMsYtm83dIbjErYXTpUuXlJiYqODgYIf24OBgHT58OMV9IiIiUuwfERGRYv+hQ4c6FFpJV5yygidrFlPt4gXdHQZwzysf4i8/by93hwEAqRrSqrweKh+khNvZ60ATSEt2O2np1sIpM/j6+srXN2te0i4T7K8ywf7uDgMAAGRxft5ealq2sLvDAO5pbl0colChQvLy8lJkZKRDe2RkpEJCQlLcJyQkxKX+AAAAAPB3ubVw8vHxUa1atbRhwwZ7m81m04YNG1S/fv0U96lfv75Df0lat25dqv0BAAAA4O9y+1C9QYMGqXv37qpdu7bq1KmjKVOmKDY2Vj179pQkdevWTUWLFtX48eMlSS+//LKaNm2qiRMnqnXr1lq8eLF27dqlWbNmufNtAAAAAMjB3F44derUSRcvXtSIESMUERGh6tWra+3atfYFIE6fPi1Pzz8ujDVo0ECLFi3Sm2++qTfeeENlypTR559/rsqVK7vrLQAAAADI4dx+H6fM5spa7QAAAAByLldqA7fOcQIAAACA7MDtQ/UyW9IFtpiYGDdHAgAAAMCdkmoCZwbh3XOF07Vr1yQpy9wEFwAAAIB7Xbt2TQEBAWn2uefmONlsNp07d07+/v7y8PBwdziKiYlRaGiozpw5w5wrC5Bfa5Ffa5Ffa5Ffa5Ffa5Ffa5Ff62WVHBtjdO3aNd1///0OC9Kl5J674uTp6alixYq5O4xk8ufPz39MC5Ffa5Ffa5Ffa5Ffa5Ffa5Ffa5Ff62WFHKd3pSkJi0MAAAAAQDoonAAAAAAgHRRObubr66uRI0fK19fX3aHkSOTXWuTXWuTXWuTXWuTXWuTXWuTXetkxx/fc4hAAAAAA4CquOAEAAABAOiicAAAAACAdFE4AAAAAkA4KJwAAAABIB4UTAAAAAKSDwskiLFZoPZvNpsTERHeHkWPdvHlTS5Ys0alTp9wdSo7Ed4S1yK+14uLitHTpUneHkWPdunVLv//+u/0xn2drkFdr5OTjMwonC0yZMkWPP/64XnzxRf34449KSEhwd0g5zgcffKC2bduqa9euWrFiha5fv+7ukHKUqVOnKjg4WPPnz9e5c+d0+/Ztd4eUo0yZMkX/+Mc/9OKLL2rbtm26ceOGJP6IZ5Tp06erS5cu6t+/v7777ju+gzPYhAkTlC9fPs2cOZPcWmDSpEmqVq2annjiCbVr104HDx6Uh4eHbDabu0PLERYvXqzPP/9ckuTh4eHeYHKgSZMmqXnz5nr66ae1cuVKRUdHS1KO+fxSOGWg2NhYdejQQVOnTlWNGjW0a9cude3aVWPGjHF3aDnGDz/8oGrVqmnatGlq1qyZrl69quHDh+ubb75xd2g5xsyZM/XRRx9p9uzZ+vrrr1WvXj3lypXL3WHlCBEREXr00Uc1ffp0NW/eXCdPntTAgQM1dOhQSfwR/7v27t2rBx98UB988IHKlCmjH3/8UX379tWyZcvcHVqOsGXLFj3wwAP68MMPtXTpUm3cuFE+Pj7uDivHuHbtmjp37qwZM2Zo9OjRevbZZxUdHW3/fvD05JDt7/jll18UHh6up59+WnPnztXRo0clccIqo9y6dUs9evTQ1KlT1a5dO12/fl3Dhg3TgAEDJOWgz69Bhtm5c6cpU6aM2bNnj71txIgRplSpUubTTz91Y2Q5w6lTp0yPHj3MwIEDzfXr1+3twcHBZvbs2cYYY2w2m7vCy/Zu375tbt68aVq0aGEmTpxojDHm7NmzZvXq1ebw4cMmJibGGGNMYmKiO8PM1pYsWWLq1KljLl68aG976623jJ+fn1m+fLkx5s7vAa47f/686dmzp+ndu7eJioqytzdu3Ni8/PLLxhi+H/6OK1eumCZNmpj77rvP3nbhwgXz+++/278b8Pd8//33pnz58ubAgQP2tsGDB5sePXoYY+58fvkM/zVxcXFm1KhR5qmnnjIffvihKV68uJk2bZq5deuWu0PLMX799VdTvnx5880339jbFi5caAoUKGA+/PBDY0zOOH7IIeWfeyVdfoyKitLly5dVuHBh+7ZevXqpWbNmGj58uLvCyzEKFSqkbt266fXXX1fevHklSdHR0apevbrKly+v27dvc8b+LzLGyMvLSwkJCdq3b58eeeQRzZkzR9WqVdOYMWPUtGlT9e7dW8aYnHPWKBPZbDbdvn1b3333nQoUKKC8efPax3+XKVNG8fHxeumll+y/BzjP/P/ZYh8fH+XLl0/PP/+8AgICFB8fL0mqXbu2fvrpJ0lc0fsrkvIbGBio1157TbGxsdq4caNGjRql+vXrq02bNnrwwQe1ZMkSN0ea/V2/fl2nT5+Wt7e3ve3gwYMqVqyYfvnlF3l4ePAZ/ot8fHz0yCOPqH///nrhhRfUrFkzffrpp9q3b5+7Q8v2ko6Bb926pePHj6tkyZL2be3bt9eLL76oIUOGKC4uLkccP2T/d+Amq1at0vLly3X69Gn7AVB0dLSKFi2qQ4cO2fuFhobqmWeekaenpyZOnOiucLOlu3N869Yt5cmTR40aNVJISIgkadq0aSpRooQOHjyoLl26qH379gzJcUFSfk+dOmX/DF+4cEGVK1fW3LlztWTJEi1YsEArV67UpEmT9NNPP6lfv36Scs5YZSvdnd/bt28rV65cypMnjy5cuKDjx4/bC6T9+/erR48e8vPz04QJEyQxdMQZP//8syTZ534ULFhQEyZMUM2aNSVJvr6+kqQzZ86ocePGboszu7o7v0mfx4ceekjt2rVTeHi4tm/frnfeeUejR49W9erVNW7cOH300UfuDDlbScqv9Mf/96CgINWpU0ctW7bU4MGDVbBgQZ04cUKbNm1S69at1bt3b3eFm+1s2rRJ33//vS5cuGA/IVWnTh37d8GoUaN05swZffHFF4qJiZHE964rli9fro8++kgHDhzQzZs3Jd25eFCpUiVt2rTJ3i9fvnx67rnnVKhQIb311luScsDxg7sudWVXhw8fNtWrVzfFihUz5cuXN6VLlzZvvPGGMebOpeAHHnjADBkyxMTGxtr3uXTpkunRo4dp3769iYuLc1fo2UZKOX7zzTeT9evZs6d5//33zYULF8yOHTtMz549Te3atc2VK1fcEHX2kVJ+hw0bZowxJj4+3jz66KOmUKFC5oknnnDYb+7cuSZfvnwmIiLCHWFnGynld+jQocYYY65fv27KlCljKlWqZAYMGGBKlixpypQpY7Zu3Wo6dOhgunXrZhISEtz8DrK2ffv2mbp165r777/frF+/3hjjOLzx7qFMNpvNNGjQwCxdujTT48yu0svvnj17zNChQ82RI0fsbRcuXDA9e/Y0zZs3Z9heOlLK793Dxc6cOWNWrlxp6tSpY0aOHGlu3bploqKizKZNm4yHh4fZvXu3MYZhp6n54YcfTNWqVU2pUqVMyZIlTfXq1c2iRYsc+iTle9SoUaZChQpm7dq17gg1Wzp27JipXbu2KVasmKlRo4YpVqyY6dq1qzHmzvFDs2bNTM+ePc3Zs2ft+9y4ccMMHz7c1KxZ00RHR7sr9AzDFScXzZ8/X0FBQfrll1/0zTff6Pnnn9eUKVM0a9Ys5c6dWy+99JJmzJihXbt22fe57777VLBgQV24cEG5c+d2Y/TZQ0o5njRpkubPny/pj7NCc+bM0YABA1S4cGHVq1dPDz74oKKjo3Xx4kV3hp/l/Tm/ffv21eTJkzV79mz5+PioV69eunz5sq5du+awX4kSJRQSEsLy5OlIKb9Tp07VrFmzlDdvXi1atEjdu3fXyZMn9fzzz2v//v1q3Lix/Pz8dPPmTXl7e3PmMxXfffedevfurYCAAJUtW1affPKJEhMT5eXlZc/Z3UOZjh49qp9//lmVK1e2t129ejXT484u0spv0lniihUr6tVXX1WZMmUk3fk+Lly4sIoWLarLly9n/7PJFkotv7ly5bLnrVixYipevLhOnTqlXr16KVeuXAoICFDlypVVtGhRbdy4URLDTlOycuVK9ejRQ61atdKOHTu0YsUKlStXTp988onOnj1r75d0tX/YsGHy9vbWsmXLdP78eUnSsWPH3BJ7dvHZZ5/J19dXhw4d0rfffqupU6dq+fLlGj58uP34YePGjVq3bp19Hz8/PwUGBspms+WM7wf31m3ZS1xcnClWrJiZPHmyvS0+Pt68+eabJiAgwJw6dcoYY0yVKlVMu3btzP79++39XnrpJdO2bVsmIqYjrRwHBgaa48ePG2OSn1U2xpjhw4ebZs2amZs3b2ZqzNlJep/hkydPGmOM6dixowkLCzPLli2z91u0aJGpVauWw8R7OEorvwUKFLB/fu9ms9nMpUuXTN26dVO8soo/nD592vTp08ccPXrUTJgwwdStW9d8/PHHxpiUvxPef/99U716dWOMMZcvXzY9e/Y0rVu3dlicA39IK7+pTepOau/Ro4d5/PHH+RuXBmc/v99++61p0KCB+emnn+xt69atMxUqVHBYOAJ/uHnzphk7dqwZOnSoiY6Otufz008/NSVLljRXr1516J90FXXRokWmZMmS5t133zXt27c3lStXNufOncvs8LOF27dvm5o1a5rXX3/dof2jjz4yPj4+ZuvWrcYYY/7xj3+Yhx9+2Kxbt87eZ+zYsaZRo0Y54viMwslJSX8cGjRoYAYOHGiM+eOLLjo62pQpU8b07t3bGGPMli1bTP369U358uXN1KlTzVtvvWUKFixo/vvf/7on+GzCmRy/+OKLDvskJCSY69evm3fffdeUKlXK/Oc//3HYD39wJr99+vQxxhizf/9+0759e5M3b17zyiuvmNdff90EBwebt99+29y+fZv8psCVz2/SH+2oqCgTHR1tRo8ebSpXrmwOHjzohsizl2vXrhljjDl37px58sknTZs2bUxkZKQxJvnBfb9+/cybb75ppkyZYvz9/c2DDz5ojh49mukxZyeu5DcuLs5ER0eb9957z5QsWdKsWrUq0+PNbtLKb1LRuX//ftO4cWNTt25dM3v2bDN69GgTEhJi+vfvb+Li4vj+TcWOHTvsQ/WTcvTjjz+asLAwc/78+RT3iYuLM4ULFzYeHh6mSZMmDkNQ8Yek//uPPvqo6dixo0ObMcbUrl3btGnTxhjzx/FDwYIFzRtvvGGGDh1qAgMDzfTp0zM/cAtQOLng5s2b5sUXXzSPPfaY/cxx0gdnzpw5xs/Pz/6f9n//+5954YUXTKtWrUyNGjX4g+Kk9HKcO3du+xWPTZs2mVdffdVUqlTJlCxZknHKTnDlMxwVFWXGjRtnunfvbpo2bWq+/PJLt8WdXbjy+T179qyZOXOmKVGihAkLC3M4O4e0JRWen3zyialXr54ZP358sj5Xr141RYsWNR4eHqZYsWJm5cqVmRxl9uVMfrdv325effVVU7ZsWb5/XeRMftetW2eeeOIJewHFMYTzbDab/Xt33Lhxpm7duvb2u23dutXkyZPHlC5d2mzYsCHT48xuEhMTzb///W9TrVo18/PPPxtj7oyoMObO59XT09OcOHHCGHPnCv/IkSNNly5dTIMGDXLU8QOF012uXr1qv5fKnyX9h1u8eLGpWbOmmTRpksP2n3/+2ZQvX96sWLHCoT3p7BLuyMgcX7lyxbz11ltm7ty51gadjVjxGebs5h8yIr9JB/C3bt0yW7ZsMZ988omlMWcnaeX3bkm5jouLM7179zbNmjWzD2FKOii9ePGiefjhh81HH31kXcDZTEbkN+mqyJUrV8zEiRPNvHnzrAs4m8mI/CYtDpPUh8V4/uBsfpPYbDbTqlUrM3bs2BS3Hzt2zH7PQhgTExNj5syZYy+K7pb0edy0aZNp3Lixeemllxy2R0VFmXLlyplp06Y5tOfE+xKyOMT/Gz16tAoWLKiPP/5Yt2/fTrY9aSJmp06dVK5cOa1Zs0abN2+2b09ISNCZM2fsS2Wb/5+onC9fPuuDzyYyOseBgYEaMWKEnn322UyJP6vL6Pz+eb97XUblNzg4WJKUK1cuNWnSRM8880ymxJ/VpZffuyUtQZ47d2517txZxhgtWLBAp06d0jPPPKMDBw6oUKFCWrt2rfr06ZNJ7yBry6j8/vOf/9TPP/+swMBAvfLKK+rZs2cmvYOsLaPy27VrV/s9myTZvy/uda7kN0l8fLxOnTqlevXqSbpzn6x///vfOnPmjCSpZMmSGjRokGUxZyfvvfeeQkJC9Pnnn+vixYvJcpz0eWzWrJmaNGmi7777TsuXL7dvv3Tpkq5evarQ0FBJfxwD58j7Erq1bMsCvv76axMSEmLKlCmT7qXwpEu/P/74o2ndurWpWLGi2b17t4mIiDBjx441DRo0YFJhCsixtcivtcivtVzJb2oGDx5sChQoYHx9fU1YWJg5evQoV0r/H/m1Fvm11t/J786dO02pUqVMZGSkmTVrlvH39zf16tXjO/hP5s6da6pUqZJsOPOfP4NJf9+OHDlinn32WXPfffeZNWvWmOPHj5uJEyeaKlWq3BNzxO7pwunixYumVq1apnjx4va28+fPm7NnzzoMsUvpC2zfvn3m4YcfNqGhoSYsLMwUKVLErFmzJjPCzlbIsbXIr7XIr7X+Tn6NuTOsaeXKlaZIkSKmRIkSzGP6E/JrLfJrrb+b3xEjRpiCBQuacuXKmYIFCzIs+k9u375tbt++bdq0aWNGjx5tjDHm+PHj5r///a/ZvXu3uXDhgr3fn128eNF06tTJlCxZ0v737YsvvsjU+N3lni6cEhMTzdKlS42fn5/Zvn27GTJkiClVqpSpVq2aqVq1qvnss8+S7XP3f9D4+Hjz22+/cTCUBnJsLfJrLfJrrb+S37vFxsaa8uXLm9deey2TIs5eyK+1yK+1/k5+ExMTzbPPPmty585tRo0alYlRZw9Jf6diYmJMkSJFzJ49e8xHH31k7rvvPlO/fn0TEhJiGjZsmOptCJJERkaazZs3Z0bIWcY9VTh99dVXZtWqVebEiRP2Ca5Xr141bdu2NR4eHqZNmzZm5cqV5osvvjAdOnQwVapUSfceFnBEjq1Ffq1Ffq2VkflNOguaE+4LklHIr7XIr7Uy+vt327Zt3HfwLnfnN+nzd/nyZfPII4+Ybt26mccee8ysX7/eXLlyxWzZssWUKFHCdO/e3RiTcn7v1eGk90ThtGXLFlOuXDlTvnx5U6ZMGVOhQgX7DSptNpv54YcfzBtvvGFfRtEYY37//Xfz9NNPm1atWvHF5gRybC3yay3yay3yay3yay3ya62Mzu+9ekCfmrTyGxsba3r06GGCg4NNeHi4Q4H0xRdfGA8PD/uQPdyR4wunL774wlSqVMkMHz7cREdHm8OHD5vBgwebOnXqmGPHjhlj7nxwku5dc7eXXnrJ1KtXz8TGxmZ22NkKObYW+bUW+bUW+bUW+bUW+bUW+bVWWvlNuhn4F198YQoUKGBq167tsO++fftMaGio+fbbb90RepaVo5cjv3Xrls6cOaMWLVpo8ODB8vf3V7ly5dS4cWNFRUXZ++XJk0eBgYH2xzabTYmJiTp//rxKliyp3LlzuyH67IEcW4v8Wov8Wov8Wov8Wov8Wov8WsvZ/D7++OPq2rWrTp48qY8//tje/uuvvyo4OFgPPvigG6LPunK5OwAreXt7q2nTpurWrZv8/f3t7WXLltW1a9eUK1fyt3/jxg3Fx8fr/fff1969ezVz5kzuY5MGcmwt8mst8mst8mst8mst8mst8mut9PLr7e1tbxs4cKDi4+PVs2dPrV+/XgEBAVq8eLFeeukl+fv7yxhDnv9fji6cJKly5cqS/rgZl4eHh7755hsVLVpUDzzwgGw2mzw971x427Jli1atWqUVK1bI19dXc+fOVZMmTdwWe3ZBjq1Ffq1Ffq1Ffq1Ffq1Ffq1Ffq2VXn4TExPl5eWlkiVL6qOPPlLVqlV15MgRnThxQp9++qnCw8PdGX6WlKMLp6QPRNJ/vKQPzrZt29SsWTNJsv+HlKQKFSrop59+0pgxY/TMM8+4I+Rshxxbi/xai/xai/xai/xai/xai/xay5n8enl5OezTr1+/zA4z+8nkOVUZ6quvvjLGJF9BJaWbdRlzZzlFm83mcIfkK1eumFdffdWcOXPG0lizK3JsLfJrLfJrLfJrLfJrLfJrLfJrrYzM79mzZy2NNSfJlotDbN68WWXLllXbtm311VdfycPDQzabzb49qYJesmSJihcvri+//FLSnTMXBw8e1I0bN1SnTh1NmzZNxYsX14YNG5QrVy57NQ5ybDXyay3yay3yay3yay3yay3yay0r8uvl5UV+neW2ku0v2rVrl3n88cdNr169TMeOHU3ZsmUdtttsNnP58mXz6KOPmqCgIDN58mSTkJBg3z5u3Djj6+trQkNDTeHChdO9s/e9iBxbi/xai/xai/xai/xai/xai/xai/y6X7YrnM6cOWMmTpxoDh8+bP73v/+ZwMBA89577xlj/riz8Y0bN8z06dPN+fPnk+3/+uuvG39/fzNhwoRMjTs7IcfWIr/WIr/WIr/WIr/WIr/WIr/WIr/ul+ULp+3bt5tz5845tCVVzzabzYwdO9bky5fPXL582RhjzK1bt9J8vn379pm4uDhrgs2myLG1yK+1yK+1yK+1yK+1yK+1yK+1yG/Wk2ULp/Xr15sSJUqY4sWLm2LFipnevXubX3/91Rhz58OSNBnu7NmzpkKFCqZHjx72bXAOObYW+bUW+bUW+bUW+bUW+bUW+bUW+c26smThdPr0aVOvXj0zfPhwc/ToUbNs2TJTsmRJ0759e3Py5EljjGNVvWjRIuPh4WH27NljjLlTjV+/ft0tsWcX5Nha5Nda5Nda5Nda5Nda5Nda5Nda5Ddry5KF07fffmty585tjh49am9bvny5adKkienbt6+9LamyjomJMa1atTJNmzY1Bw4cMK1atTIzZ85MdUlGkGOrkV9rkV9rkV9rkV9rkV9rkV9rkd+sLUsuR37lyhVVqFBBiYmJ9rZ//OMfatmypb777jtt2bJFkuzLL/r7+6t3797aunWrqlWrpps3b+qpp55KdmMv/IEcW4v8Wov8Wov8Wov8Wov8Wov8Wov8Zm1ZsnCqVKmS/ve//+nw4cP2Ni8vLz322GMKDQ3VF198YW+7deuWPv74Y3Xp0kW1a9fWzp07tXHjRgUGBror/GyBHFuL/FqL/FqL/FqL/FqL/FqL/FqL/GZtWbJwqly5sh566CFNmjRJ169ft7dXr15dQUFBOn78uL3Sjo2N1cGDBzVlyhTt3LlTtWvXdlfY2Qo5thb5tRb5tRb5tRb5tRb5tRb5tRb5zeLcPVYwNfv27TO5cuUyM2bMMPHx8fb2YcOGmdKlS7sxspyDHFuL/FqL/FqL/FqL/FqL/FqL/FqL/GZdudxduKWmWrVqev311zVmzBh5e3urc+fOstls2rVrl/75z3+6O7wcgRxbi/xai/xai/xai/xai/xai/xai/xmXR7GGOPuINLSr18/rVy5Ug888IAiIiKUN29eLVu2TBUrVnR3aDkGObYW+bUW+bUW+bUW+bUW+bUW+bUW+c16snzhdPPmTR06dEh79uyRr68vlbYFyLG1yK+1yK+1yK+1yK+1yK+1yK+1yG/Wk+ULJwAAAABwtyy5qh4AAAAAZCUUTgAAAACQDgonAAAAAEgHhRMAAAAApIPCCQAAAADSQeEEAAAAAOmgcAIAAACAdFA4AQAAAEA6KJwAADlWjx491K5dO3eHAQDIAXK5OwAAAP4KDw+PNLePHDlSU6dOlTEmkyICAORkFE4AgGzp/Pnz9n8vWbJEI0aM0K+//mpvy5cvn/Lly+eO0AAAORBD9QAA2VJISIj9JyAgQB4eHg5t+fLlSzZUr1mzZhowYIAGDhyowMBABQcHa/bs2YqNjVXPnj3l7++v0qVL6+uvv3Z4rYMHD6pVq1bKly+fgoOD1bVrV126dCmT3zEAwJ0onAAA95SFCxeqUKFC2rlzpwYMGKAXXnhBHTt2VIMGDbRnzx61aNFCXbt2VVxcnCQpKipKzZs3V40aNbRr1y6tXbtWkZGReuqpp9z8TgAAmYnCCQBwT6lWrZrefPNNlSlTRkOHDpWfn58KFSqk3r17q0yZMhoxYoQuX76sAwcOSJKmTZumGjVq6O2331b58uVVo0YNzZs3T5s2bdKRI0fc/G4AAJmFOU4AgHtK1apV7f/28vLSfffdpypVqtjbgoODJUkXLlyQJO3fv1+bNm1Kcb7UsWPHVLZsWYsjBgBkBRROAIB7ire3t8NjDw8Ph7ak1fpsNpsk6fr162rbtq3efffdZM9VpEgRCyMFAGQlFE4AAKShZs2aWr58ucLCwpQrF382AeBexRwnAADS0K9fP125ckVdunTRTz/9pGPHjumbb75Rz549lZiY6O7wAACZhMIJAIA03H///fr++++VmJioFi1aqEqVKho4cKAKFCggT0/+jALAvcLDcEt1AAAAAEgTp8oAAAAAIB0UTgAAAACQDgonAAAAAEgHhRMAAAAApIPCCQAAAADSQeEEAAAAAOmgcAIAAACAdFA4AQAAAEA6KJwAAAAAIB0UTgAAAACQDgonAAAAAEjH/wGAwn3qBS+7lAAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2024-01-26 is a Friday\n",
      "Plotting 541560923639711466_2024-01-26.json\n",
      "FRIDAY!\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plotting 541560923639711466_2024-01-27.json\n",
      "WEEKEND!\n"
     ]
    },
    {
     "data": {
      "image/png": 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1adNGefPm1YkTJ7Ry5Ur17t1bgwYNkoeHh95991316dNHjRo1UocOHXTixAnNmzcvXdeI7d27V88++6yaN2+uevXqKV++fDp79qwWLFigc+fOacqUKbZCK61YmzZtqhw5cqh169bq06ePrl+/rjlz5iggIEDnz5+3e73q1atr5syZevfdd/XQQw8pICBAjRo1UtOmTVW0aFH16NFDb7zxhtzc3DR37lxbbpMtWLBAH374oZ566imVLFlS165d05w5c+Tt7W0r0NMyePBg7d69W+PHj1dYWJjatWunnDlz6qefftLChQtVrly5FIWfdKfwz5s3rwYNGiQ3Nze1a9fObnl636usJDuOCUAW4NhJGgEAf/bbb7+ZXr16mZCQEJMjRw6TN29e88gjj5gPPvjA3Lp1y9YvISHBjB492hQvXtx4eHiY4OBgM2TIELs+xtyZvr5ly5YpXuev030nT5P+12nRk6cB37RpU4r2Zs2aGR8fH+Pl5WVKlixpunXrZnbu3GnX78CBA+app54yvr6+xsvLy5QpU8YMHz7crs+YMWNM4cKFjaura4rp4VesWGEeffRRkzt3bpM7d25TtmxZ07dvX3PkyBG7bXz44YemePHixtPT09SoUcNs3rw5xRhTExkZaf7973+bBg0amIIFCxp3d3fj5+dnGjVqZJYvX56if1qxfvPNN+bhhx82Xl5eJiQkxIwfP97MnTs3xXgiIiJMy5YtTd68eVNMr79r1y4TGhpqcuTIYYoWLWomTZqUYvr68PBw06lTJ1O0aFHj6elpAgICTKtWrVLkPS2JiYlm3rx55pFHHjHe3t7Gy8vLVKhQwYwePdpcv349zfWee+452+0N0pKe96pBgwamQoUK6Yr1r/7O9PXLli2z65fWfp58+4CLFy9meEwAkFlcjEnl6m0AAAAAgGW4RgwAAAAAHIxCDAAAAAAcjEIMAAAAAByMQgwAAAAAHIxCDAAAAAAcjEIMAAAAAByMGzpngqSkJJ07d0558+aVi4uLs8MBAAAA4CTGGF27dk2FChWSq2vax70oxDLBuXPnFBwc7OwwAAAAANwnzpw5oyJFiqS5nEIsE+TNm1fSnWR7e3s7ORoAAAAAzhITE6Pg4GBbjZAWCrFMkHw6ore3N4UYAAAAgHtessRkHQAAAADgYBRiAAAAAOBgFGIAAAAA4GAUYgAAAADgYBRiAAAAAOBgFGIAAAAA4GAUYgAAAADgYBRiAAAAAOBgFGIAAAAA4GAUYgAAAADgYBRiAAAAAOBgFGIAAAAA4GAUYgAAAADgYBRiAAAAAOBgFGIAAAAA4GAUYgAAAADgYBRiAAAAAOBgFGIAAAAA4GAUYgAAAADgYBRiAAAAAOBgFGIAAAAA4GBZrhCbMWOGQkJC5OXlpdDQUG3fvv2u/ZctW6ayZcvKy8tLlSpV0tq1a9Ps++KLL8rFxUVTpkzJ5KgBAAAA4A9ZqhBbsmSJBg4cqJEjRyo8PFyVK1dWs2bNdOHChVT7b926VZ06dVKPHj20e/dutWnTRm3atNGBAwdS9F25cqV++eUXFSpUyOphAAAAAHjAuRhjjLODSK/Q0FDVrFlT06dPlyQlJSUpODhY/fv31+DBg1P079Chg2JjY7V69WpbW+3atVWlShXNmjXL1nb27FmFhobqu+++U8uWLTVgwAANGDAgzTji4uIUFxdnex4TE6Pg4GBFR0fL29s7E0YKAAAAICuKiYmRj4/PPWuDLHNELD4+Xrt27VKTJk1sba6urmrSpInCwsJSXScsLMyuvyQ1a9bMrn9SUpI6d+6sN954QxUqVEhXLOPGjZOPj4/tERwc/DdGBAAAAOBBlWUKsUuXLikxMVGBgYF27YGBgYqIiEh1nYiIiHv2Hz9+vNzd3fXKK6+kO5YhQ4YoOjra9jhz5kwGRgIAAADgQefu7ACcadeuXZo6darCw8Pl4uKS7vU8PT3l6elpYWQAAAAAsrMsc0SsQIECcnNzU2RkpF17ZGSkgoKCUl0nKCjorv23bNmiCxcuqGjRonJ3d5e7u7tOnTql119/XSEhIZaMAwAAAACyTCGWI0cOVa9eXRs2bLC1JSUlacOGDapTp06q69SpU8euvyStX7/e1r9z587at2+f9uzZY3sUKlRIb7zxhr777jvrBgMAAADggZalTk0cOHCgunbtqho1aqhWrVqaMmWKYmNj1b17d0lSly5dVLhwYY0bN06S9Oqrr6pBgwaaOHGiWrZsqcWLF2vnzp2aPXu2JCl//vzKnz+/3Wt4eHgoKChIZcqUcezgAAAAADwwslQh1qFDB128eFEjRoxQRESEqlSponXr1tkm5Dh9+rRcXf84yFe3bl0tWrRIb7/9toYOHapSpUrpq6++UsWKFZ01BAAAAADIWvcRu1+l914BAAAAALK3bHcfMQAAAADILijEAAAAAMDBKMQAAAAAwMEoxAAAAADAwSjEAAAAAMDBKMQAAAAAwMEoxAAAAADAwTJciIWHh2v//v22519//bXatGmjoUOHKj4+PlODAwAAAIDsKMOFWJ8+ffTbb79Jkn7//Xd17NhRuXLl0rJly/Tmm29meoAAAAAAkN1kuBD77bffVKVKFUnSsmXLVL9+fS1atEjz58/XihUrMjs+AAAAAMh2MlyIGWOUlJQkSfr+++/VokULSVJwcLAuXbqUudEBAAAAQDaU4UKsRo0aevfdd/XZZ5/pxx9/VMuWLSVJJ06cUGBgYKYHCAAAAADZTYYLsSlTpig8PFz9+vXTsGHD9NBDD0mSli9frrp162Z6gAAAAACQ3bgYY0xmbOjWrVtyc3OTh4dHZmwuS4mJiZGPj4+io6Pl7e3t7HAAAAAAOEl6awP3zHpBLy+vzNoUAAAAAGRrGS7EXF1d5eLikubyxMTEfxQQAAAAAGR3GS7EVq5cafc8ISFBu3fv1oIFCzR69OhMCwwAAAAAsqtMu0Zs0aJFWrJkib7++uvM2FyWwjViAAAAAKT01wYZnjUxLbVr19aGDRsya3MAAAAAkG1lSiF28+ZNTZs2TYULF86MzQEAAABAtpbha8T8/PzsJuswxujatWvKlSuXFi5cmKnBAQAAAEB2lOFCbPLkyXaFmKurq/z9/RUaGio/P79MDQ4AAAAAsqMMF2KNGjVScHBwqlPYnz59WkWLFs2UwAAAAAAgu8rwNWLFixfXxYsXU7RfvnxZxYsXz5SgAAAAACA7y3AhltZs99evX5eXl9c/DggAAAAAsrt0n5o4cOBASZKLi4tGjBihXLly2ZYlJiZq27ZtqlKlSqYHCAAAAADZTbqPiO3evVu7d++WMUb79++3Pd+9e7cOHz6sypUra/78+RaGeseMGTMUEhIiLy8vhYaGavv27Xftv2zZMpUtW1ZeXl6qVKmS1q5da1uWkJCgt956S5UqVVLu3LlVqFAhdenSRefOnbN6GAAAAAAeYC4mrXMN09C9e3dNnTr1rneJtsqSJUvUpUsXzZo1S6GhoZoyZYqWLVumI0eOKCAgIEX/rVu3qn79+ho3bpxatWqlRYsWafz48QoPD1fFihUVHR2tp59+Wr169VLlypV19epVvfrqq0pMTNTOnTvTHVd6754NAAAAIHtLb22Q4ULMmUJDQ1WzZk1Nnz5dkpSUlKTg4GD1799fgwcPTtG/Q4cOio2N1erVq21ttWvXVpUqVTRr1qxUX2PHjh2qVauWTp06leYMkHFxcYqLi7M9j4mJUXBwMIUYAAAA8IBLbyGW4enrJWnnzp1aunSpTp8+rfj4eLtlX3755d/Z5D3Fx8dr165dGjJkiK3N1dVVTZo0UVhYWKrrhIWF2a5tS9asWTN99dVXab5OdHS0XFxc5Ovrm2afcePGafTo0RmKHwAAAACSZXjWxMWLF6tu3bo6dOiQVq5cqYSEBB08eFAbN26Uj4+PFTFKki5duqTExEQFBgbatQcGBioiIiLVdSIiIjLU/9atW3rrrbfUqVOnu1avQ4YMUXR0tO1x5syZDI4GAAAAwIMsw0fE3nvvPU2ePFl9+/ZV3rx5NXXqVBUvXlx9+vRRwYIFrYjRIRISEvTMM8/IGKOZM2feta+np6c8PT0dFBkAAACA7CbDR8SOHz+uli1bSpJy5Mih2NhYubi46LXXXtPs2bMzPcBkBQoUkJubmyIjI+3aIyMjFRQUlOo6QUFB6eqfXISdOnVK69ev5zovAAAAAJbKcCHm5+ena9euSZIKFy6sAwcOSJKioqJ048aNzI3uT3LkyKHq1atrw4YNtrakpCRt2LBBderUSXWdOnXq2PWXpPXr19v1Ty7Cjh49qu+//1758+e3ZgAAAAAA8P8yfGpi/fr1tX79elWqVEnt27fXq6++qo0bN2r9+vVq3LixFTHaDBw4UF27dlWNGjVUq1YtTZkyRbGxserevbskqUuXLipcuLDGjRsnSXr11VfVoEEDTZw4US1bttTixYu1c+dO25G7hIQEPf300woPD9fq1auVmJhou34sX758ypEjh6XjAQAAAPBgynAhNn36dN26dUuSNGzYMHl4eGjr1q1q166d3n777UwP8M86dOigixcvasSIEYqIiFCVKlW0bt0624Qcp0+flqvrHwf56tatq0WLFuntt9/W0KFDVapUKX311VeqWLGiJOns2bP65ptvJElVqlSxe61NmzapYcOGlo4HAAAAwIMpS91H7H7FDZ0BAAAASOmvDTJ8jZibm5suXLiQov3y5ctyc3PL6OYAAAAA4IGT4UIsrQNocXFxXFMFAAAAAOmQ7mvEpk2bJklycXHRxx9/rDx58tiWJSYmavPmzSpbtmzmRwgAAAAA2Uy6C7HJkydLunNEbNasWXanIebIkUMhISGaNWtW5kcIAAAAANlMuguxEydOSJIee+wxffnll/Lz87MsKAAAAADIzjI8ff2mTZvsnt++fVu3bt2yO1URAAAAAJC2dE/WsWrVKs2fP9+ubezYscqTJ498fX3VtGlTXb16NbPjAwAAAIBsJ92F2KRJkxQbG2t7vnXrVo0YMULDhw/X0qVLdebMGY0ZM8aSIAEAAAAgO0l3IXbw4EHVrVvX9nz58uX617/+pWHDhqlt27aaOHGiVq1aZUmQAAAAAJCdpLsQu3btmvLnz297/tNPP6lx48a25xUqVNC5c+cyNzoAAAAAyIbSXYgVLlxYhw4dkiRdv35de/futTtCdvnyZeXKlSvzIwQAAACAbCbdhVj79u01YMAAffbZZ+rVq5eCgoJUu3Zt2/KdO3eqTJkylgQJAAAAANlJuqevHzFihM6ePatXXnlFQUFBWrhwod1Nnb/44gu1bt3akiABAAAAIDtxMcYYZweR1cXExMjHx0fR0dHy9vZ2djgAAAAAnCS9tUG6T00EAAAAAGQOCjEAAAAAcDAKMQAAAABwMAoxAAAAAHAwCjEAAAAAcLB0TV8/bdq0dG/wlVde+dvBAAAAAMCDIF3T1xcvXtzu+cWLF3Xjxg35+vpKkqKiopQrVy4FBATo999/tyTQ+xnT1wMAAACQMnn6+hMnTtgeY8eOVZUqVXTo0CFduXJFV65c0aFDh1StWjWNGTMm0wYAAAAAANlVhm/oXLJkSS1fvlxVq1a1a9+1a5eefvppnThxIlMDzAo4IgYAAABAsvCGzufPn9ft27dTtCcmJioyMjKjmwMAAACAB06GC7HGjRurT58+Cg8Pt7Xt2rVLL730kpo0aZKpwQEAAABAdpThQmzu3LkKCgpSjRo15OnpKU9PT9WqVUuBgYH6+OOPrYgRAAAAALKVDBdi/v7+Wrt2rQ4fPqxly5Zp2bJlOnTokNauXauAgAArYrQzY8YMhYSEyMvLS6Ghodq+fftd+y9btkxly5aVl5eXKlWqpLVr19otN8ZoxIgRKliwoHLmzKkmTZro6NGjVg4BAAAAwAPub9/QOSQkRGXKlFGLFi1UunTpzIwpTUuWLNHAgQM1cuRIhYeHq3LlymrWrJkuXLiQav+tW7eqU6dO6tGjh3bv3q02bdqoTZs2OnDggK3P+++/r2nTpmnWrFnatm2bcufOrWbNmunWrVsOGRMAAACAB0+GZ028ceOG+vfvrwULFkiSfvvtN5UoUUL9+/dX4cKFNXjwYEsClaTQ0FDVrFlT06dPlyQlJSUpODhY/fv3T/V1O3TooNjYWK1evdrWVrt2bVWpUkWzZs2SMUaFChXS66+/rkGDBkmSoqOjFRgYqPnz56tjx47piut+mTXxt8u/aeG+hU57fQAAAMBZ2pdvr0qBlZwdRrprA/eMbnjIkCHau3evfvjhBz3++OO29iZNmmjUqFGWFWLx8fHatWuXhgwZYmtzdXVVkyZNFBYWluo6YWFhGjhwoF1bs2bN9NVXX0m6c3+0iIgIu0lGfHx8FBoaqrCwsDQLsbi4OMXFxdmex8TE/N1hZarjV45rzGbu5QYAAIAHT3n/8vdFIZZeGS7EvvrqKy1ZskS1a9eWi4uLrb1ChQo6fvx4pgb3Z5cuXVJiYqICAwPt2gMDA3X48OFU14mIiEi1f0REhG15cltafVIzbtw4jR49OsNjsFpRn6LqW7Ovs8MAAAAAHK5UvlLODiFDMlyIXbx4MdVJOWJjY+0Ks+xsyJAhdkfaYmJiFBwc7MSI7qgQUEHTW0x3dhgAAAAA7iHDk3XUqFFDa9assT1PLr4+/vhj1alTJ/Mi+4sCBQrIzc0txU2jIyMjFRQUlOo6QUFBd+2f/N+MbFOSPD095e3tbfcAAAAAgPTKcCH23nvvaejQoXrppZd0+/ZtTZ06VU2bNtW8efM0duxYK2KUJOXIkUPVq1fXhg0bbG1JSUnasGFDmgVgnTp17PpL0vr16239ixcvrqCgILs+MTEx2rZtm6VFJQAAAIAHW4YLsUcffVR79uzR7du3ValSJf33v/9VQECAwsLCVL16dStitBk4cKDmzJmjBQsW6NChQ3rppZcUGxur7t27S5K6dOliN5nHq6++qnXr1mnixIk6fPiwRo0apZ07d6pfv36S7hzNGzBggN59911988032r9/v7p06aJChQqpTZs2lo4FAAAAwIMrw9eISVLJkiU1Z86czI7lnjp06KCLFy9qxIgRioiIUJUqVbRu3TrbZBunT5+Wq+sftWXdunW1aNEivf322xo6dKhKlSqlr776ShUrVrT1efPNNxUbG6vevXsrKipKjz76qNatWycvLy+Hjw8AAADAgyHD9xFzc3PT+fPnU0zYcfnyZQUEBCgxMTFTA8wK7pf7iAEAAABwrvTWBhk+NTGtui0uLk45cuTI6OYAAAAA4IGT7lMTp02bJunOdVUff/yx8uTJY1uWmJiozZs3q2zZspkfIQAAAABkM+kuxCZPnizpzhGxWbNmyc3NzbYsR44cCgkJ0axZszI/QgAAAADIZtJdiJ04cUKS9Nhjj+nLL7+Un5+fZUEBAAAAQHaW4VkTN23aZEUcAAAAAPDAyPBkHe3atdP48eNTtL///vtq3759pgQFAAAAANlZhguxzZs3q0WLFinamzdvrs2bN2dKUAAAAACQnWW4ELt+/Xqq09R7eHgoJiYmU4ICAAAAgOwsw4VYpUqVtGTJkhTtixcvVvny5TMlKAAAAADIzjI8Wcfw4cPVtm1bHT9+XI0aNZIkbdiwQV988YWWLVuW6QECAAAAQHaT4UKsdevW+uqrr/Tee+9p+fLlypkzpx5++GF9//33atCggRUxAgAAAEC24mKMMc4OIquLiYmRj4+PoqOj5e3t7exwAAAAADhJemuDDF8jJklRUVH6+OOPNXToUF25ckWSFB4errNnz/69aAEAAADgAZLhUxP37dunJk2ayMfHRydPnlTPnj2VL18+ffnllzp9+rQ+/fRTK+IEAAAAgGwjw0fEBg4cqG7duuno0aPy8vKytbdo0YL7iAEAAABAOmS4ENuxY4f69OmTor1w4cKKiIjIlKAAAAAAIDvLcCHm6emZ6o2bf/vtN/n7+2dKUAAAAACQnWW4EHviiSf0zjvvKCEhQZLk4uKi06dP66233lK7du0yPUAAAAAAyG4yXIhNnDhR169fV0BAgG7evKkGDRrooYceUt68eTV27FgrYgQAAACAbCXDsyb6+Pho/fr1+umnn7Rv3z5dv35d1apVU5MmTayIDwAAAACyHW7onAm4oTMAAAAAKf21QYaPiEnShg0btGHDBl24cEFJSUl2y+bOnft3NgkAAAAAD4wMF2KjR4/WO++8oxo1aqhgwYJycXGxIi4AAAAAyLYyXIjNmjVL8+fPV+fOna2IBwAAAACyvQzPmhgfH6+6detaEQsAAAAAPBAyXIj17NlTixYtsiIWAAAAAHggZLgQu3XrliZNmqQGDRqof//+GjhwoN3DKleuXNFzzz0nb29v+fr6qkePHrp+/fo9Y+3bt6/y58+vPHnyqF27doqMjLQt37t3rzp16qTg4GDlzJlT5cqV09SpUy0bAwAAAABIf+MasX379qlKlSqSpAMHDtgts3Lijueee07nz5/X+vXrlZCQoO7du6t37953PTr32muvac2aNVq2bJl8fHzUr18/tW3bVj///LMkadeuXQoICNDChQsVHBysrVu3qnfv3nJzc1O/fv0sGwsAAACAB1uWuI/YoUOHVL58ee3YsUM1atSQJK1bt04tWrTQ//73PxUqVCjFOtHR0fL399eiRYv09NNPS5IOHz6scuXKKSwsTLVr1071tfr27atDhw5p48aN6Y6P+4gBAAAAkNJfG2T41ERnCAsLk6+vr60Ik6QmTZrI1dVV27ZtS3WdXbt2KSEhQU2aNLG1lS1bVkWLFlVYWFiarxUdHa18+fLdNZ64uDjFxMTYPQAAAAAgvTJ8amJsbKz+/e9/p3lD599//z3TgksWERGhgIAAuzZ3d3fly5dPERERaa6TI0cO+fr62rUHBgamuc7WrVu1ZMkSrVmz5q7xjBs3TqNHj07/AAAAAADgTzJciPXs2VM//vijOnfu/I9v6Dx48GCNHz/+rn0OHTr0t7efEQcOHNCTTz6pkSNHqmnTpnftO2TIELuJSWJiYhQcHGx1iAAAAACyiQwXYt9++63WrFmjRx555B+/+Ouvv65u3brdtU+JEiUUFBSkCxcu2LXfvn1bV65cUVBQUKrrBQUFKT4+XlFRUXZHxSIjI1Os8+uvv6px48bq3bu33n777XvG7enpKU9Pz3v2AwAAAIDUZLgQ8/Pzu+c1VOnl7+8vf3//e/arU6eOoqKitGvXLlWvXl2StHHjRiUlJSk0NDTVdapXry4PDw9t2LBB7dq1kyQdOXJEp0+fVp06dWz9Dh48qEaNGqlr164aO3ZsJowKAAAAAO4uw5N1jBkzRiNGjNCNGzesiCdV5cqV0+OPP65evXpp+/bt+vnnn9WvXz917NjRNmPi2bNnVbZsWW3fvl2S5OPjox49emjgwIHatGmTdu3ape7du6tOnTq2GRMPHDigxx57TE2bNtXAgQMVERGhiIgIXbx40WFjAwAAAPDgyfARsYkTJ+r48eMKDAxUSEiIPDw87JaHh4dnWnB/9vnnn6tfv35q3LixXF1d1a5dO02bNs22PCEhQUeOHLErECdPnmzrGxcXp2bNmunDDz+0LV++fLkuXryohQsXauHChbb2YsWK6eTJk5aMAwAAAAAyfB+xe80WOHLkyH8UUFbEfcQAAAAASOmvDbLEDZ3vdxRiAAAAAKT01wYZPjUx2a5du2xTy1eoUEFVq1b9u5sCAAAAgAdKhguxCxcuqGPHjvrhhx9s08JHRUXpscce0+LFi9M1CyIAAAAAPMgyPGti//79de3aNR08eFBXrlzRlStXdODAAcXExOiVV16xIkYAAAAAyFYyfI2Yj4+Pvv/+e9WsWdOuffv27WratKmioqIyM74sgWvEAAAAAEjprw0yfEQsKSkpxZT1kuTh4aGkpKSMbg4AAAAAHjgZLsQaNWqkV199VefOnbO1nT17Vq+99poaN26cqcEBAAAAQHaU4UJs+vTpiomJUUhIiEqWLKmSJUuqePHiiomJ0QcffGBFjAAAAACQrWR41sTg4GCFh4fr+++/1+HDhyVJ5cqVU5MmTTI9OAAAAADIjrihcyZgsg4AAAAAkgWTdWzcuFHly5dXTExMimXR0dGqUKGCtmzZ8veiBQAAAIAHSLoLsSlTpqhXr16pVnU+Pj7q06ePJk2alKnBAQAAAEB2lO5CbO/evXr88cfTXN60aVPt2rUrU4ICAAAAgOws3YVYZGRkqvcPS+bu7q6LFy9mSlAAAAAAkJ2luxArXLiwDhw4kObyffv2qWDBgpkSFAAAAABkZ+kuxFq0aKHhw4fr1q1bKZbdvHlTI0eOVKtWrTI1OAAAAADIjtI9fX1kZKSqVasmNzc39evXT2XKlJEkHT58WDNmzFBiYqLCw8MVGBhoacD3I6avBwAAACClvzZI9w2dAwMDtXXrVr300ksaMmSIkus3FxcXNWvWTDNmzHggizAAAAAAyKh0F2KSVKxYMa1du1ZXr17VsWPHZIxRqVKl5OfnZ1V8AAAAAJDtZKgQS+bn56eaNWtmdiwAAAAA8EBI92QdAAAAAIDMQSEGAAAAAA5GIQYAAAAADkYhBgAAAAAORiEGAAAAAA5GIQYAAAAADpZlCrErV67oueeek7e3t3x9fdWjRw9dv379ruvcunVLffv2Vf78+ZUnTx61a9dOkZGRqfa9fPmyihQpIhcXF0VFRVkwAgAAAAC4I8sUYs8995wOHjyo9evXa/Xq1dq8ebN69+5913Vee+01rVq1SsuWLdOPP/6oc+fOqW3btqn27dGjhx5++GErQgcAAAAAOy7GGOPsIO7l0KFDKl++vHbs2KEaNWpIktatW6cWLVrof//7nwoVKpRinejoaPn7+2vRokV6+umnJUmHDx9WuXLlFBYWptq1a9v6zpw5U0uWLNGIESPUuHFjXb16Vb6+vumOLyYmRj4+PoqOjpa3t/c/GywAAACALCu9tUGWOCIWFhYmX19fWxEmSU2aNJGrq6u2bduW6jq7du1SQkKCmjRpYmsrW7asihYtqrCwMFvbr7/+qnfeeUeffvqpXF3Tl464uDjFxMTYPQAAAAAgvbJEIRYREaGAgAC7Nnd3d+XLl08RERFprpMjR44UR7YCAwNt68TFxalTp06aMGGCihYtmu54xo0bJx8fH9sjODg4YwMCAAAA8EBzaiE2ePBgubi43PVx+PBhy15/yJAhKleunJ5//vkMrxcdHW17nDlzxqIIAQAAAGRH7s588ddff13dunW7a58SJUooKChIFy5csGu/ffu2rly5oqCgoFTXCwoKUnx8vKKiouyOikVGRtrW2bhxo/bv36/ly5dLkpIvlytQoICGDRum0aNHp7ptT09PeXp6pmeIAAAAAJCCUwsxf39/+fv737NfnTp1FBUVpV27dql69eqS7hRRSUlJCg0NTXWd6tWry8PDQxs2bFC7du0kSUeOHNHp06dVp04dSdKKFSt08+ZN2zo7duzQCy+8oC1btqhkyZL/dHgAAAAAkCqnFmLpVa5cOT3++OPq1auXZs2apYSEBPXr108dO3a0zZh49uxZNW7cWJ9++qlq1aolHx8f9ejRQwMHDlS+fPnk7e2t/v37q06dOrYZE/9abF26dMn2ehmZNREAAAAAMiJLFGKS9Pnnn6tfv35q3LixXF1d1a5dO02bNs22PCEhQUeOHNGNGzdsbZMnT7b1jYuLU7NmzfThhx86I3wAAAAAsMkS9xG733EfMQAAAABSNruPGAAAAABkJxRiAAAAAOBgFGIAAAAA4GAUYgAAAADgYBRiAAAAAOBgFGIAAAAA4GAUYgAAAADgYBRiAAAAAOBgFGIAAAAA4GAUYgAAAADgYBRiAAAAAOBgFGIAAAAA4GAUYgAAAADgYBRiAAAAAOBgFGIAAAAA4GAUYgAAAADgYBRiAAAAAOBgFGIAAAAA4GAUYgAAAADgYBRiAAAAAOBg7s4OIDswxkiSYmJinBwJAAAAAGdKrgmSa4S0UIhlgmvXrkmSgoODnRwJAAAAgPvBtWvX5OPjk+ZyF3OvUg33lJSUpHPnzilv3rxycXFxaiwxMTEKDg7WmTNn5O3t7dRYsiPyay3yay3yay3yay3yaz1ybC3ya637Kb/GGF27dk2FChWSq2vaV4JxRCwTuLq6qkiRIs4Ow463t7fTd8LsjPxai/xai/xai/xai/xajxxbi/xa637J792OhCVjsg4AAAAAcDAKMQAAAABwMAqxbMbT01MjR46Up6ens0PJlsivtcivtcivtcivtciv9cixtcivtbJifpmsAwAAAAAcjCNiAAAAAOBgFGIAAAAA4GAUYgAAAADgYBRiAAAAAOBgFGIAAAAA4GAUYlkIE1xaKykpSYmJic4OI9u6deuWlixZolOnTjk7lGyJzwdrkV9r3bhxQ0uXLnV2GNlWQkKC/ve//9mesz9bg7xaJ7t+R6MQyyKmTJmiJ554Qi+//LK2bdum+Ph4Z4eUrXzwwQdq3bq1OnfurC+//FLXr193dkjZytSpUxUYGKh58+bp3Llzun37trNDylamTJmiJ598Ui+//LJ++ukn3bx5UxJfCjLLjBkz1KlTJ/Xr109btmzh8zeTTZgwQXny5NGsWbPIrQUmTZqkypUr66mnnlKbNm104MABubi4KCkpydmhZQuLFy/WV199JUlycXFxbjDZ1KRJk9SoUSM9++yzWrlypaKjoyUpW+zDFGL3udjYWLVr105Tp05V1apVtXPnTnXu3FljxoxxdmjZwi+//KLKlStr+vTpatiwoa5evarhw4fru+++c3Zo2casWbP00Ucfac6cOfr2229Vu3Ztubu7OzusbCEiIkKPP/64ZsyYoUaNGunkyZMaMGCAhgwZIokvBf/U7t27VbNmTX3wwQcqVaqUtm3bpj59+mjZsmXODi1b+PHHH1W0aFF9+OGHWrp0qTZu3KgcOXI4O6xs49q1a+rYsaNmzpypd955Ry+88IKio6Ntnw+urnwF/CcOHjyoJk2a6Nlnn9Unn3yiY8eOSeIHsMyUkJCgbt26aerUqWrTpo2uX7+uYcOGqX///pKyyT5scF/bvn27KVWqlAkPD7e1jRgxwpQsWdJ88cUXTows6zt16pTp1q2bGTBggLl+/bqtPTAw0MyZM8cYY0xSUpKzwsvybt++bW7dumWaNm1qJk6caIwx5uzZs2bNmjXm8OHDJiYmxhhjTGJiojPDzNKWLFliatWqZS5evGhrGzVqlPHy8jIrVqwwxtx5H5Bx58+fN927dze9evUyUVFRtvZ69eqZV1991RjD58M/ceXKFVO/fn2TP39+W9uFCxfM//73P9tnA/6Zn3/+2ZQtW9bs27fP1jZo0CDTrVs3Y8yd/Zd9+O+5ceOGGT16tHnmmWfMhx9+aIoVK2amT59uEhISnB1atnLkyBFTtmxZ891339naFixYYHx9fc2HH35ojMn63yGyQSmZPSUfbo2KitLly5fl7+9vW9azZ081bNhQw4cPd1Z42UKBAgXUpUsXvfXWW8qdO7ckKTo6WlWqVFHZsmV1+/Ztjij8TcYYubm5KT4+Xnv27NG//vUvffzxx6pcubLGjBmjBg0aqFevXjLGZI9ftBwsKSlJt2/f1pYtW+Tr66vcuXPbzp0vVaqU4uLi9Morr9jeB6Sf+f9fs3PkyKE8efLoxRdflI+Pj+Li4iRJNWrU0I4dOyRxxPHvSM6vn5+f3nzzTcXGxmrjxo0aPXq06tSpo1atWqlmzZpasmSJkyPN+q5fv67Tp0/Lw8PD1nbgwAEVKVJEBw8elIuLC/vw35QjRw7961//Ur9+/fTSSy+pYcOG+uKLL7Rnzx5nh5YtJH8HTkhI0O+//64SJUrYlrVt21Yvv/yyBg8erBs3bmT57xBZO/psZtWqVVqxYoVOnz5t+1IVHR2twoUL69ChQ7Z+wcHBeu655+Tq6qqJEyc6K9ws58/5TUhIUK5cufToo48qKChIkjR9+nQVL15cBw4cUKdOndS2bVtOQcqA5PyeOnXKtv9euHBBFStW1CeffKIlS5Zo/vz5WrlypSZNmqQdO3aob9++krLHed5W+3N+b9++LXd3d+XKlUsXLlzQ77//biu49u7dq27dusnLy0sTJkyQxKky6bF//35Jsl07ky9fPk2YMEHVqlWTJHl6ekqSzpw5o3r16jktzqzqz/lN3h8fe+wxtWnTRk2aNNHWrVv173//W++8846qVKmisWPH6qOPPnJmyFlKcn6lP/69BwQEqFatWmrWrJkGDRqkfPny6cSJE9q0aZNatmypXr16OSvcLGfTpk36+eefdeHCBdsPXLVq1bJ9FowePVpnzpzR119/rZiYGEl87mbUihUr9NFHH2nfvn26deuWpDsHIypUqKBNmzbZ+uXJk0c9evRQgQIFNGrUKElZ/DuEsw7F4Q+HDx82VapUMUWKFDFly5Y1Dz30kBk6dKgx5s7h76JFi5rBgweb2NhY2zqXLl0y3bp1M23btjU3btxwVuhZQmr5ffvtt1P06969u5k2bZq5cOGCCQsLM927dzc1atQwV65ccULUWUdq+R02bJgxxpi4uDjz+OOPmwIFCpinnnrKbr1PPvnE5MmTx0RERDgj7CwjtfwOGTLEGGPM9evXTalSpUyFChVM//79TYkSJUypUqXM5s2bTbt27UyXLl1MfHy8k0dwf9uzZ48JDQ01hQoVMt9//70xxv50zj+fupWUlGTq1q1rli5d6vA4s6p75Tc8PNwMGTLE/Pbbb7a2CxcumO7du5tGjRpxmuI9pJbfP58ed+bMGbNy5UpTq1YtM3LkSJOQkGCioqLMpk2bjIuLi9m1a5cxhtNs0/LLL7+Yhx9+2JQsWdKUKFHCVKlSxSxatMiuT3K+R48ebcqVK2fWrVvnjFCzrOPHj5saNWqYIkWKmKpVq5oiRYqYzp07G2PufIdo2LCh6d69uzl79qxtnZs3b5rhw4ebatWqmejoaGeFnik4InYfmDdvngICAnTw4EF99913evHFFzVlyhTNnj1bOXPm1CuvvKKZM2dq586dtnXy58+vfPny6cKFC8qZM6cTo7//pZbfSZMmad68eZL++NXq448/Vv/+/eXv76/atWurZs2aio6O1sWLF50Z/n3vr/nt06ePJk+erDlz5ihHjhzq2bOnLl++rGvXrtmtV7x4cQUFBTGd/T2klt+pU6dq9uzZyp07txYtWqSuXbvq5MmTevHFF7V3717Vq1dPXl5eunXrljw8PPhlNg1btmxRr1695OPjo9KlS2vhwoVKTEyUm5ubLWd/PnXr2LFj2r9/vypWrGhru3r1qsPjzirult/kX7DLly+vN954Q6VKlZJ05/PY399fhQsX1uXLl7P2L90WSyu/7u7utrwVKVJExYoV06lTp9SzZ0+5u7vLx8dHFStWVOHChbVx40ZJnGabmpUrV6pbt25q3ry5wsLC9OWXX6pMmTJauHChzp49a+uXfDbCsGHD5OHhoWXLlun8+fOSpOPHjzsl9qxk+fLl8vT01KFDh/Tf//5XU6dO1YoVKzR8+HDbd4iNGzdq/fr1tnW8vLzk5+enpKSkrP8Z4dw6EDdu3DBFihQxkydPtrXFxcWZt99+2/j4+JhTp04ZY4ypVKmSadOmjdm7d6+t3yuvvGJat27NxaF3cbf8+vn5md9//90Yk/JXb2OMGT58uGnYsKG5deuWQ2POSu61/548edIYY0z79u1NSEiIWbZsma3fokWLTPXq1e0mQoC9u+XX19fXtv/+WVJSkrl06ZIJDQ1N9cgv/nD69GnTu3dvc+zYMTNhwgQTGhpqPv30U2NM6p8J06ZNM1WqVDHGGHP58mXTvXt307JlS7vJUvCHu+U3rQvsk9u7detmnnjiCf6+3UV699///ve/pm7dumbHjh22tvXr15ty5crZTeSBP9y6dcu8++67ZsiQISY6OtqWzy+++MKUKFHCXL161a5/8lHeRYsWmRIlSpjx48ebtm3bmooVK5pz5845Ovws4/bt26ZatWrmrbfesmv/6KOPTI4cOczmzZuNMcY8+eSTpnHjxmb9+vW2Pu+++6559NFHs/x3NAoxJ0r+g1O3bl0zYMAAY8wfH57R0dGmVKlSplevXsYYY3788UdTp04dU7ZsWTN16lQzatQoky9fPvP55587J/gsID35ffnll+3WiY+PN9evXzfjx483JUuWNJ999pndevhDevLbu3dvY4wxe/fuNW3btjW5c+c2r732mnnrrbdMYGCgee+998zt27fJbyoysv8mfwmIiooy0dHR5p133jEVK1Y0Bw4ccELkWcu1a9eMMcacO3fOPP3006ZVq1YmMjLSGJOyWOjbt695++23zZQpU0zevHlNzZo1zbFjxxwec1aSkfzeuHHDREdHm/fff9+UKFHCrFq1yuHxZjV3y29yEbt3715Tr149ExoaaubMmWPeeecdExQUZPr162du3LjB528awsLCbJcmJOdo27ZtJiQkxJw/fz7VdW7cuGH8/f2Ni4uLqV+/vt0pt7CX/O//8ccfN+3bt7drM8aYGjVqmFatWhlj/vgOkS9fPjN06FAzZMgQ4+fnZ2bMmOH4wDMZhZiD/fUPz61bt8zLL79sWrRoYft1O7nPxx9/bLy8vGwfBL/++qt56aWXTPPmzU3VqlX5I5WKjOY3Z86ctiMymzZtMm+88YapUKGCKVGiBOd5p+Kf7L9RUVFm7NixpmvXrqZBgwbmm2++cWzwWcA/2X/Pnj1rZs2aZYoXL25CQkLsfjnEHWkdhUkuZBcuXGhq165txo0bl6LP1atXTeHChY2Li4spUqSIWblypZWhZkn/JL9bt241b7zxhildujSfv2n4J/ldv369eeqpp2wFGd8fUkorv0lJSbZlY8eONaGhobb2P9u8ebPJlSuXeeihh8yGDRusDTabSExMNP/5z39M5cqVzf79+40xd876MObOPuvq6mpOnDhhjLlzFsLIkSNNp06dTN26dbPNdwgKMYtdu3bNvPzyy+bf//53imXJ/4gXL15sqlWrZiZNmmS3fP/+/aZs2bLmyy+/TLFN3JGZ+b1y5YoZNWqU+eSTT6wPPIuwYv/l19c/ZEZ+kwuChIQE8+OPP5qFCxdaHndWcbf8/llyrm/cuGF69eplGjZsaDtlK/lL7sWLF03jxo3NRx99ZG3QWUhm5Df5qM2VK1fMxIkTzdy5c60NOgvJjPwmT9aT3IfJkf6Q3vwmS0pKMs2bNzfvvvtuqsuPHz9uu2cm7rh586bdqZmpnfK9adMmU69ePfPKK6/YrRsVFWXKlCljpk+fbtee3e6NyWQdFho5cqTy58+vmTNn6syZMykuKEy+OLZDhw4qU6aM1q5dqx9++MG2PD4+XmfOnLFNr27+/+LxPHnyOGYA97nMzq+fn59GjBihF154wWFjuJ9ldn7/ut6DLrPyGxgYKElyd3dX/fr19dxzzzlsDPeze+X3z5KnrM+ZM6c6duwoY4zmz5+vU6dO6bnnntO+fftUoEABrVu3Tr1793bgKO5fmZXf559/Xvv375efn59ee+01de/e3YGjuH9lVn47d+5su2eYJNvnxYMuI/lNFhcXp1OnTql27dqS7tyn7T//+Y/OnDkjSSpRooQGDhxoadxZydixY1W1alU9+eSTatu2rY4fPy4XFxfb7W2S98mGDRuqfv362rJli1asWGFb/9KlS7p69aqCg4Ml/fEdOLvdG5NCzALLly9XUFCQvvjiC23dulUvvPCCfvvtN7m6uqaYvSz5H/+AAQPk6empvn37Kjw8XJGRkfr2229VuXJlhYSESOILbDKr8iuRY8na/IL8Wi0j+f2z5JuCNmrUSDVr1tTcuXNVpkwZbdu2Tblz55YxRu7u7o4axn3LivzmypVLxhg+f2VNfr28vJg59f/93fxKd+7VFhcXp0qVKmnOnDkqVKiQVqxYwefCX1y9elVPPPGEPv/8c40fP16dO3dWZGSkhg0bJsm+kEr+G9e1a1dVrVpVffr00bfffqsTJ07o66+/VmBgoMqVKycpG38/c/xBuOwtecac//znP7a2KVOmmOLFi9/zlIA9e/aYxo0bm+DgYBMSEmIKFixo1q5da3XIWQr5tRb5tRb5tdY/ya8xd07jWrlypSlYsKApXrw414H9Bfm1Fvm11j/N74gRI0y+fPlMmTJlTL58+TgNPA3JM3L+eaKSl156yW5ytNQuUbh48aLp0KGDKVGihO1v3Ndff+2QmJ2JQiyTXblyxVy/ft2ubfbs2aZkyZLm6NGjqa7z5x0yLi7OHD16lC9YaSC/1iK/1iK/1vo7+f2z2NhYU7ZsWfPmm29aFWKWRn6tRX6t9U/ym5iYaF544QWTM2dOM3r0aCvDzLKSJzRZsWKFyZMnjzlz5oxtWaNGjczYsWPTNZNvZGSk+eGHHyyL837jYgzHq/+JNWvWyBijihUrqkiRIrZD1OZPNwM9ceKESpYsqe3bt6tGjRqcgpEB5Nda5Nda5NdamZnf5BsNx8XFydPT06HjuF+RX2uRX2tl9ufvzz//rIoVK8rHx8dhY7jfpZbjrVu36vXXX9eVK1f0+OOPa/78+SpatKjy5Mmjs2fP6qmnntLUqVNT3d6D+PePE1v/ps2bN6t37962Cw/d3d3Vp08fvfrqqyl2JGOMypcvr59++kk1atR44Hayv4P8Wov8Wov8WsuK/CZft8CXWPJrNfJrrczOb/I6jzzyiCOHcV9LLce9evXSa6+9ptq1a+uLL75QeHi4xowZo2HDhmnQoEGKiYnRzz//rNatW6tv374qXbp0ivfjQfz7x2Qdf8M333yjl19+Wc8884y2bdumVatWqWXLllq0aJFOnjyZYkcqWrSobt26pfj4eElK1+w8DzLyay3yay3yay3yay3yay3yay0r8vsgFgd3k1aOFy9erBMnTsjV1VUhISEKDAzUxYsX9cILL8jV1VW+vr6qUqWK/P39tWnTJknkVqIQy7CEhASdOXNGTZs21aBBg5Q3b16VKVNG9erVU1RUVIpZd5J/Kahevbq+//57SX/MboSUyK+1yK+1yK+1yK+1yK+1yK+1yK/17pXjP7t06ZKKFy+uyMhIW9vOnTvl7++vxo0bOzjy+xd7XAZ5eHioQYMGGj16tLy9vW3VfOnSpXXt2rUU9zdIfl6yZEnFxsbq0qVLDo85KyG/1iK/1iK/1iK/1iK/1iK/1iK/1stIjoOCgmSMUc+ePTV//ny9/fbb6tWrl1q0aKGiRYtyS4X/xzVif0PFihUl2V/w+d1336lw4cIqWrSokpKSbL+qJJ//mjNnTnl5eSlnzpxOizurIL/WIr/WIr/WIr/WIr/WIr/WIr/Wu1eOkyeOCQ0N1bBhw/Thhx9q7ty5SkxM1KJFi9SkSRNnhn/fYdbEDErewZL/MSf/Q27fvr1CQkI0YcKEVPs/iDPB/B3k11rk11rk11rk11rk11rk11rk13oZzXGyyMhIBQYGOjjarIFTE/9izZo1kv6o9JMlJiZK+uNQ9p9/UTHG6MiRI7YZda5evao333xT586ds/XnH/kd5Nda5Nda5Nda5Nda5Nda5Nda5Nd6mZ3jZBRhaaMQ+38//PCDSpcurdatW2v16tVycXGxmz0needbsmSJihUrpm+++UbSnZ3xwIEDunnzpmrVqqXp06erWLFi2rBhg+2XFpBfq5Ffa5Ffa5Ffa5Ffa5Ffa5Ff65FjJzIwO3fuNE888YTp2bOnad++vSldurTd8qSkJHP58mXz+OOPm4CAADN58mQTHx9vWz527Fjj6elpgoODjb+/v1m+fLmjh3BfI7/WIr/WIr/WIr/WIr/WIr/WIr/WI8fORSFmjDlz5oyZOHGiOXz4sPn111+Nn5+fef/9940xxiQmJhpjjLl586aZMWOGOX/+fIr133rrLZM3b14zYcIEh8adVZBfa5Ffa5Ffa5Ffa5Ffa5Ffa5Ff65Fj53ogC7GtW7eac+fO2bUlV/dJSUnm3XffNXny5DGXL182xhiTkJBw1+3t2bPH3Lhxw5pgsyDyay3yay3yay3yay3yay3yay3yaz1yfH95oAqx77//3hQvXtwUK1bMFClSxPTq1cscOXLEGHNn50tKSjLGGHP27FlTrlw5061bN9sy3Bv5tRb5tRb5tRb5tRb5tRb5tRb5tR45vj89MIXY6dOnTe3atc3w4cPNsWPHzLJly0yJEiVM27ZtzcmTJ40x9lX/okWLjIuLiwkPDzfG3Pm14Pr1606JPSsgv9Yiv9Yiv9Yiv9Yiv9Yiv9Yiv9Yjx/evB6YQ++9//2ty5sxpjh07ZmtbsWKFqV+/vunTp4+tLbnyj4mJMc2bNzcNGjQw+/btM82bNzezZs0yt2/fdnjsWQH5tRb5tRb5tRb5tRb5tRb5tRb5tR45vn89MNPXX7lyReXKlbPdC0GSnnzySTVr1kxbtmzRjz/+KEm26Trz5s2rXr16afPmzapcubJu3bqlZ555xjaFJ+yRX2uRX2uRX2uRX2uRX2uRX2uRX+uR4/vXA1OIVahQQb/++qsOHz5sa3Nzc1OLFi0UHBysr7/+2taWkJCgTz/9VJ06dVKNGjW0fft2bdy4UX5+fs4K/75Hfq1Ffq1Ffq1Ffq1Ffq1Ffq1Ffq1Hju9fD0whVrFiRT322GOaNGmSrl+/bmuvUqWKAgIC9Pvvv9t+CYiNjdWBAwc0ZcoUbd++XTVq1HBW2FkG+bUW+bUW+bUW+bUW+bUW+bUW+bUeOb6POfvcSEfas2ePcXd3NzNnzjRxcXG29mHDhpmHHnrIiZFlD+TXWuTXWuTXWuTXWuTXWuTXWuTXeuT4/uTu7ELQkSpXrqy33npLY8aMkYeHhzp27KikpCTt3LlTzz//vLPDy/LIr7XIr7XIr7XIr7XIr7XIr7XIr/XI8f3JxRhjnB2Eo/Xt21crV65U0aJFFRERody5c2vZsmUqX768s0PLFsivtcivtcivtcivtcivtcivtciv9cjx/eWBLMRu3bqlQ4cOKTw8XJ6envwSkMnIr7XIr7XIr7XIr7XIr7XIr7XIr/XI8f3lgSzEAAAAAMCZHphZEwEAAADgfkEhBgAAAAAORiEGAAAAAA5GIQYAAAAADkYhBgAAAAAORiEGAAAAAA5GIQYAAAAADkYhBgAAAAAORiEGAEA6devWTW3atHF2GACAbMDd2QEAAHA/cHFxuevykSNHaurUqTLGOCgiAEB2RiEGAICk8+fP2/5/yZIlGjFihI4cOWJry5Mnj/LkyeOM0AAA2RCnJgIAICkoKMj28PHxkYuLi11bnjx5Upya2LBhQ/Xv318DBgyQn5+fAgMDNWfOHMXGxqp79+7KmzevHnroIX377bd2r3XgwAE1b95cefLkUWBgoDp37qxLly45eMQAAGeiEAMA4B9YsGCBChQooO3bt6t///566aWX1L59e9WtW1fh4eFq2rSpOnfurBs3bkiSoqKi1KhRI1WtWlU7d+7UunXrFBkZqWeeecbJIwEAOBKFGAAA/0DlypX19ttvq1SpUhoyZIi8vLxUoEAB9erVS6VKldKIESN0+fJl7du3T5I0ffp0Va1aVe+9957Kli2rqlWrau7cudq0aZN+++03J48GAOAoXCMGAMA/8PDDD9v+383NTfnz51elSpVsbYGBgZKkCxcuSJL27t2rTZs2pXq92fHjx1W6dGmLIwYA3A8oxAAA+Ac8PDzsnru4uNi1Jc/GmJSUJEm6fv26WrdurfHjx6fYVsGCBS2MFABwP6EQAwDAgapVq6YVK1YoJCRE7u78GQaABxXXiAEA4EB9+/bVlStX1KlTJ+3YsUPHjx/Xd999p+7duysxMdHZ4QEAHIRCDAAABypUqJB+/vlnJSYmqmnTpqpUqZIGDBggX19fubryZxkAHhQuxhjj7CAAAAAA4EHCT28AAAAA4GAUYgAAAADgYBRiAAAAAOBgFGIAAAAA4GAUYgAAAADgYBRiAAAAAOBgFGIAAAAA4GAUYgAAAADgYBRiAAAAAOBgFGIAAAAA4GAUYgAAAADgYP8HDwuZG0iHbCUAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 541983310278725782, 541792416037150809, 541480930594258894, 541261957970628703, 541560923639711466\n",
    "\n",
    "ean = '541560923639711466'\n",
    "\n",
    "filenames = os.listdir('data_assets')\n",
    "filenames.sort()\n",
    "\n",
    "for filename in filenames:\n",
    "\n",
    "    if not filename.startswith(ean):\n",
    "        continue\n",
    "\n",
    "    with open(os.path.join('data_assets', filename)) as f:\n",
    "        data = json.load(f)\n",
    "        if len(data['$values']) == 0:\n",
    "            # print(f\"{filename} is empty\")\n",
    "            continue\n",
    "\n",
    "    # Convert the data to a pandas DataFrame\n",
    "    df = pd.DataFrame(data['$values'])\n",
    "\n",
    "    # Convert the 'stateTime' column to datetime\n",
    "    df['stateTime'] = pd.to_datetime(df['stateTime'])\n",
    "\n",
    "    # Set 'stateTime' as the index\n",
    "    df.set_index('stateTime', inplace=True)\n",
    "\n",
    "    # take the date from the file name\n",
    "    date = filename.split('.')[0].split('_')[1]\n",
    "    is_friday = False\n",
    "    is_weekend = False\n",
    "\n",
    "    # check if it's in the weekend\n",
    "    if pd.to_datetime(date).weekday() == 4:\n",
    "        print(f\"{date} is a Friday\")\n",
    "        is_friday = True\n",
    "\n",
    "    if pd.to_datetime(date).weekday() >= 5:\n",
    "        # print(f\"{date} is a weekend\")\n",
    "        is_weekend = True\n",
    "\n",
    "    print(f\"Plotting {filename}\")\n",
    "    plt.figure(figsize=(fig_size_x, fig_size_y))\n",
    "    if is_friday:\n",
    "        # change colour to red\n",
    "        print(\"FRIDAY!\")\n",
    "        df['connected'] = df['connected'].astype(int)\n",
    "        df['connected'].plot(color='red')\n",
    "    elif is_weekend:\n",
    "        print(\"WEEKEND!\")\n",
    "        df['connected'] = df['connected'].astype(int)\n",
    "        df['connected'].plot(color='green')\n",
    "    else:    \n",
    "        df['connected'] = df['connected'].astype(int)\n",
    "        df['connected'].plot()\n",
    "    plt.title('Connected Status Over Time')\n",
    "    plt.xlabel('Time')\n",
    "    plt.ylabel('Connected Status')\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "ean = '541261957970628703'\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}