add temporal trends notebook

2 files changed, 370 insertions, 0 deletions

diff --git a/notebooks/cc/temporal_trends.ipynb b/notebooks/cc/temporal_trends.ipynb
new file mode 100644
index 00000000..8f53a126
--- /dev/null
+++ b/notebooks/cc/temporal_trends.ipynb
@@ -0,0 +1,368 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from sec_certs.dataset import CCDataset\n",
+    "import pandas as pd\n",
+    "import seaborn as sns\n",
+    "import matplotlib.pyplot as plt\n",
+    "import math"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# TODO:\n",
+    "# - Cryptographic primitives"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dset = CCDataset.from_json(\"/Users/adam/phd/projects/certificates/sec-certs/datasets/new_cc/cc_dset.json\")  # local instantiation\n",
+    "# dset = CCDataset.from_web_latest()  # remote instantiation\n",
+    "\n",
+    "df = dset.to_pandas()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Category distribution over time"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.legend.Legend at 0x10dcc7370>"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "pivot = df.loc[df.year_from < 2022].groupby([\"year_from\", \"category\"], as_index=False).size().rename(columns={\"size\": \"frequency\"}).pivot(\"year_from\", \"category\", \"frequency\").fillna(0)\n",
+    "sns.lineplot(data=pivot)\n",
+    "plt.xlabel(\"Year of certification\")\n",
+    "plt.ylabel(\"Number of issued certificates\")\n",
+    "plt.legend(title=\"Category\")\n",
+    "plt.title(\"Category prevalence in time\")\n",
+    "plt.legend(bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0.)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Security level distribution over time"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.legend.Legend at 0x14f59c910>"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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WKRTdpzcl9ubMmVM1Z86cqs5baUEtIysUJyE1BgN7y0oY4d96fn6t0chz2zexubBPAzQVilMGNbNVKE5ChID7ho5msI9vq+cDnF24YVAKid6tn1coFPZFOVuF4iTERafn3OjYNs9rhFD7tgpFL6KWkRWKk5A71v7G23va3YLi+/SDPLD+916ySKE4tVHOVqE4yahqbGRjYX6H7Yrr61iVe4R6o7EXrFIoTm2Us1UoTjK2FRdiRjKyjeCoJqLcPZBAVnWXAywVCoWNKGerUJxkbCkuwFGjJcnHr912ke6WlJ+salW2UXFiYi+JvTfffNMnLi4uMS4uLnHYsGEJf/75p7O9bVUBUgrFSUacpzcXx8bjoNW22y7czZ1Eb190Qt1zK05M7CWxFxsb2/DHH3/s9/f3N3311VceN954Y2RTmUZ70eF/mRBighDC1fr4CiHES0KIyI6uUygUfcNZkTHcmjSsw3ZOWh0fTDuDqaHhvWCVQtG7dEZib9asWTX+/v4mgGnTptXk5+c7tNe+K9hyS/smUCuEGALcAxwCPrK3IQqFovtsKMjjma0bqGi0rd76zpIifsw42MNWKU4FUr++Mj4v9XNfez7uiKZyjU0/77zzjjdAaxJ7tr6O119/3W/atGl2V+mwxdkapZQSOAd4Q0r5H6DDCuZCiPeFEIVCiF3NjvkIIX4VQqRZf3tbjwshxGtCiINCiFQhxPC2e1YoFG3xe142vxzJwLWVEo2tsSInixd3bMYse0wzW6HoMZqWkZt+rr/++jI4XmJv4cKFNjnbn376yf2TTz7xe/XVV7PtbauQHfyTCSFWAz8D1wCTgEJgh5Sy3Yx4IcRkoBr4SEqZZD32PFAqpXxWCPEA4C2lvF8IMRu4HZgNjAFelVKO6cj4kSNHys2bN3fUTKE4ZSitryejqoLhHUQiN/Ht4TSe276RH844lyAX1x62TtFfEEJskVKO7E4fO3bsyBgyZMjxklK9iIuLy7Da2tptxx4fPHjwoKKiIr1er5dgkdjbunXr7uTk5IbQ0NDkzZs37w0ODm6R87ZhwwbnCy64YMDixYvTUlJSOi3FB7Bjxw6/IUOGRLV2zpaZ7cVAA3CNlDIfCAP+r6OLpJS/A6XHHD4HWGB9vAA4t9nxj6SF9YCXEOJ4EU6FQtEmjSYTbnq9zY4WLOk/ABlKSF5xktAVib20tDSHCy+8cMD777+f3lVH2xEdRiNLKfOFEAuBgdZDxcB3XRwvUEqZZ32cDzR9K4QCzYWFs63H8jgGIcQNwA0AERERXTRDoTj5WJV7hKe2rufj6bOPpvV0RFO77OoqaEVkXqHoz9hLYq+qqkpbXl6uu/322yMBdDqd3LVr11572tqhsxVCXI/FufkAA7A4wf8BM7ozsJRSCiE6vVEkpXwbeBssy8jdsUGhOJnYUlSATmgIdXWz+RofRyeWzD4fH0enHrRMoegZ7CmxB2TazbBWsGUZ+VZgAlAJIKVMAwK6OF5B0/Kw9Xeh9XgO0Dz/IMx6TKFQ2MiW4gKG+QWg09ieNyuEwE3vQF5tTQ9aplAobPmvbJBSNjY9EULogK7OKH8ErrI+vgr4odnxK61RyWOBimbLzQqFogMK62o5Ul3Vpn5tezy3bSM3rP6lB6xSKBRN2FJBarUQ4iHAWQgxC7gF+Kmji4QQnwNTAT8hRDbwGPAs8JUQ4losU/aLrM2XYIlEPgjUAld38nUoFKc0Tlot9w8dxaiAzu+7Jvv6UVxfh9Fs7tSsWKFQ2I4tzvYB4FpgJ3AjsERK+U5HF0kpL23j1HF7vdY83lttsEWhULSCh4Mj58fEdena86IHcl70wI4bKhSKLmPLbeztUsp3pJQXSikvkFK+I4S4o8ctUygUNnPtqmV8mta14MkGk4lFmYfYV3Zspp5CobAXtjjbq1o59jc726FQKLpIXm01u0qL0VlTGTqLVgie2bqBlblZdrZMoVA00aazFUJcKoT4CYgWQvzY7GclxxerUCgUfcSWogKALgVHAeg0GsJc3VVhC8UJx8kisbcOS1EJP+DFZsergFR7G6JQKLrGlqICvBwcifHw6nIfke4eStdWccLRmxJ7ixYtcv/ggw98Fy5cmNEVW9uc2UopM6WUq6SU46SUq5v9bJVSGtu6TqFQ9C7JPv5cEpuApovLyGAp25hTXY1Jmu1omULRd/Q3iT1bKkiNBV4HBgEOgBaokVLaVg9OoVD0KOfHdD+S+Mq4wVw7KBmtEpJXdJFfFs2Pb/48KmZ2cVzipSU7trweVJC30TMweHTFkBG35x/Y87lvxuElfs3bnjbn4/011fm6P1b9YwDAhKn/d8jVLajDSd2x5RrvueeevOuvv76sNYm9xx9/vMCW19FTEnu2pP68AVwCfA2MBK4EupZjoFAo7MpvOVlsLMzjzuQROOls+XduHTe9nvLGBhpMJjwdHO1ooULRc7S1jHysxN61114bZYuzbZLYW7du3dEl5JSUlITGxkZNbW2tpqKiQtfk3J9++unsefPm2bz3YtN/p5TyoBBCK6U0AR8IIbYBD9o6iEKh6BlW5mSxpaiA+4eO7lY/1QYDZyxeyO1Jw7giLrHjCxSKYzhtzsf7Wzs+ZMTt+ViEZwCIS7y0JC7x0pJj27m6BRnb6qOzLFy40KeoqEj/7bff+oBFYm/nzp2OycnJbSr6bNiwwfmWW26JXLx4cVpQUJCp6XjT3m1392xtcba1QggHYLtVjzYP21KGFApFD3Nnyghya6oR3divBXB3cMDb0YlMFZGsOMFpLrHXdOyuu+4KWbBggU+T6s+x9AuJPWA+Fud6G3AXFsGAeT1hjEKhsJ16oxEPBwd8nfw7bmwDUe4eZKiIZMUJxEklsYdFv7ZRSlkPPC6E0AJqU0eh6GMWZx3mtZ1bWXjaOfg5dz8tMNLNg5W5RzpuqFD0E3pTYm/OnDlVc+bMqeqkiUexZTl4BeDS7LkzsLyrAyoUCvuwuagADwdHfJ3so0U7N2oADw0bg1kqmWiFwt7YMrN1klJWNz2RUlYLIVzau0ChUPQsebXV/J6bzbnRsd3er21isI9fx40UCkWXsGVmWyOEGN70RAgxAqjrOZMUCkVHfHxgD0LAlXaMHK5oaOCalT/zc1a63fpUKBQWbJnZ3gl8LYTIBQQQBFzck0YpFIr2uSlxCOMDQwl0cbVbn24Oeg5WlHOwstxufSoUCgsdOlsp5SYhRALQVB1kv5TS0LNmKRSKtthcmM8QP38mBofatV+t0PDdGefg7WifPWCFQvEX7an+TLf+Ph84G0vVqDjgbOsxhULRy2RVV3L72t/4cN/uHunf08GR/NqaHulboTiVaW/PdrL199mt/MzpYbsUCkUrvLd3Jw5ajV3qIbfG+/t2MW/ZjzSaTB03Vij6GHtJ7H3yySdecXFxiQkJCYlJSUmDli1b5mZvW9tbRm5KCn5PSrnW3gMrFIrOkV5ZwbIjGVwRl4ivk93lNgGIdHfHjCS7pqpbkn0KRW9gL4m9s88+u/Kyyy4r12g0bNiwwfmSSy6JSU9Pt+vyUXsz26utv1+z54AKhaJrbC0uwFWv54qBg3psjEg3TwAlJK844emMxJ6np6dZo7G4w6qqKo290uma097Mdq8QIg0IEUI0F4sXgJRSptjdGoVC0SbzYuI4LSwKdwe7S20eJcLdHUDVSFZ0mveWt5TYa05y5Ozi0QMvLXlv+fz45o87at/RmPaU2Pvoo4+8HnvssdDS0lL9woUL0zoau7O06WyllJcKIYKAZcBcew+sUJysbC8u5MeMQ/w9eRhedorsfWvPDkb4BTIyIKjjxt3ARafnkRFjSfT27dFxFAp7YE+JvSuvvLL8yiuvLF+6dKnbo48+Gjpz5swD9rS13dQfKWU+MMSeAyoUJyv7y0v53+4drCvI5YzwKLs52kMV5by/bxeaBNHjzhZgTuSAHh9DcfJx7cyO5fGat7GlfVfpisReE2eeeWb19ddf75iXl6cLDg7uUMDeVtpL/fnK+nunECK12c/OY5aVFYpTnl+zM7jyt6XsKi3m1sFDeXDYGPJra3hi85/Um7r3/xrt4cm/x0ziktgEO1nbPt+lp3HliiVIVSNZcQLSXGIvJydnZ05Ozs7bbrstf8GCBT5tXbNr1y5Hs9kMwNq1a10aGxtFYGCg3RwttD+zvcP62+5pPkKIu4DrAAnsxBKMFQx8AfgCW4D5UspGe4+tUNiL/Noavjq0n5sShzA2IITrByVz8YCEo3uqaUX5LMk6TIS7O3+LT+rSGFnVlThqtEwPjbCn6e1iMkv2V5RRVF9HgLMqg67ov9hLYi8wMND45Zdf+up0Ounk5GT++OOPDzcFTNmL9vZsm0R2b5FS3t/8nBDiOeD+46/qGCFEKPB3IFFKWWedQV8CzAZellJ+IYT4H3At8GZXxlAoepLS+no+3L+Lb9MtMRSTgsMY5hfAdYNaxgxOCg7j1QnTGeEfiJSyS4IBL+3YwsGKMr4/41x0dv7nb4sodw8AsqoqlbNV9GvsKbH39NNP59vTtmOx5b93VivHzuzmuDrAWQihwyLflwdMB76xnl8AnNvNMRQKu1NtaOTCX3/km8MHODM8mm9Om8swv4A2248JDMYkJY9tXseSzMOdGmtnSRF/FuRycWx8rzlagEirs1XpPwqF/WhzZiuEuBm4BRhwzB6tO/BHVweUUuYIIV4AsrCoB/2CZdm4XErZtEaeDbRa+FUIcQNwA0BERO8trSlOXeqMRr4+tJ9EH19G+gdxW9IwhvsFHnVKHaERUFxfx9NbNxDs6tauc27O23tT8XZ05IKYNjMkegQ/J2emhoTj10OFMxSKU5H2bpc/w1Ka8QdalmocIaW8oqsDCiG8gXOAaCAEcAXOsPV6KeXbUsqRUsqR/v7+HV+gUHSTpVnp/Gf3dv7MzwXgvOiBNjtaAL1Gy7NjJhHi6sr963/nSHVVh9eU1NeRVlHGlXGDcdbZIs5lP4QQPDd2MlNDw3t1XIXiZKZNZyulrACOAMOklJnNfkq7OeZMIF1KWWRVD/oWmAB4WZeVAcKAnG6Oo1B0C6PZTLWhkfNjBvL9Gedwe/Lwji9qAw8HR14aPw2J5KtDHWc8+Do5893p5zIvJq7LY3aHzUX5vLOn/yYdGI115B5ZoyKmFScM7W4ESSlNwH4hhD3Xa7OAsUIIF2GJGJkB7AFWAhdY21yFZUatUPQJUkqe376Ra1cto85oJNil+3XJw93ceW/q6dyZMhyzlBitqQbHsq24gI8P7EEjBI5abbfH7QqpJUW8u28ntcb+qaa5a/tbbFz3JGaTSlhQnBjYsj7lDewWQmwEjmpvSSm7VFVKSrlBCPENsBUwAtuAt4HFwBdCiKesx97rSv8KhT34NG0vP2Qc4m/x9l3GjXDzwCTNPLRhDR4ODjw4bEyLKGUpJf/dvYO8mmouGtC7e7XNmRoSTqirOxrsXyO2u0hpJiv9F7y8ByI0GgyGGvR61742S6FoF1tCHB/Bkmv7BPBis58uI6V8TEqZIKVMklLOl1I2SCkPSylHSyljpZQXSik7rPShUPQEq3OP8MaubcwIjeDGRPsXUNMKDZHuHvyQcYhP0/a2OLehMI/UkiKuTkjqs1ktQIyHF6eHR+HUy/vFtiCEhmmnv8WQEX9n+ZJr2bL+2b42SdFHnCwSewBIKVcLISKBgVLK5UIIF6DvvgUUih4mt7aGwT5+PDpyHJoeUP8AuDFxCFnVVbyxaxvhbu5MCQlHSsnbe1IJcnZhblTflkw0S8mta1YwMTiUy3tQZagrlJcewNN7IEIIgkLGsCf1PaIGnEVQyNi+Nk3Ry/SmxN5rr73mm5GR4fjSSy/ldsXWDme2QojrseS/vmU9FAp835XBFIr+TFFdLRUNDVwam8Bbk2fhpO25WZ1GCB4bMY5B3r6syj0CQKPZzCBvX25IHIJe07f3sxohKKyrYU9pcZ/acSw11Xks++ky9u/+GIDBKdfh7hHJpj+fwWis62PrukZutYF9pfV9bcZJx4kksdfErcBoYAOAlDJNCGFboqBCcYJQazRwz7pVAHw4/cxeKSLhpNPx2oTpuOr1GM1mao0G/jF0VI+PayuR7h5kVPevwhaH075HSkl41EwAtDpHRo3/J7/9fAN52X8cPX4iMX9JJvUmyeqLY9Fp+t8eua1cuebeFkEGZ4ZOKb405uySN/Z+FLSxONXznsHXZQ3xSai7Y8OTMWWNFfqPJr2wP7+uSHff5udaLONcOeC8vJkhE2z64J0UEnvNaJBSNjZ5emt6joq3V5w0mKSZxzatI62inBfGT+mxpePWaKqjfO2qZewpK+H7M86xS+SzPYh092RzYQEmaUYreq+CVVuYzUYOp31PcNgEXN1Cjh4PCBrBWed/h7vHiVfkptFkpt5k+To9VN5AvI99lKJOFXpaYi8/P187derUeICKigqtwWDQLFmyxMs6Rvro0aNtXk6xxdmuFkI8hKW84iwsVaV+snUAhaK/859d2/k9L5u7U0YwIajVwmU9zq1JQ1mVcwR/p/5Ti3iYbwCl9XXUGU246fve2Rbmb6GutoiRYx867py7RwRlJfs4sPdzRo1/BI2m/wV2tcahckvq0qPjAk94R/vRpBdaTSC/bdCV+cDRusOvjnnkaN3SIGd/Y1vXdQd7Suw1OfMe37MFHgCKsKjz3AgsAf7ZlcEUiv5IoLMLFw2I79NUm5H+Qdw7dFSv1kDuiMkhYTw+agJu+na3u3qNoJAxnHb2pwSHTWj1fFXVEdIP/sSBPZ/3smVdZ5CvE8vmxTA22JUVWVUYzWrRsLuciBJ7TTgD70sp3wEQQmitx2rtaYhC0dvsLCkixNWNi3tJJ/ZEw2g281naXuK8fBgbGNynttTVFlFfV4qPb9uR0eGRM4lPvBy/gJQ22/Q3dhbVMcDLka2FtTz6Rz4vTQ1hTLDKGbaVk0JirxkrsJRYrLY+d8YiHjDerpYoFL3Ikeoq7ly3kiG+/rw0flpfm9Mv0QrBx2l7mB4S0efONm3fl+zd+SFzL/wZZxe/VtsIIRg2+h4AKsoP4+EZ3SVZw96ixmDi1hXZXJHozVWDfTgr2gNvR5VV2Rl6U2Lv73//e0nnLfwLW1y3k5SyydFifdx/NpYUii4Q4OzC6eFR3Duk/0T/9jeEEES5eZDVDyKSiwtTCQ6d0KajbU5hwVaWfn8hmYeX9oJlXae60czUcDfGBbviqNXw0NhA4mzct11f0KVtQ0UfYouzrRFCHK3ALoQYgUUaT6E44Wg0mfgsbS9aIbhv6GhCXPtH5G9/JdLds1/o2k47/S3GTnrKprZ+/kPw9U9i28YXaKgv6/iCPiLQVc8TE4JJ9rdIGebXGLhrZQ6b81vfoTtcWcFqa052jdGIwWzqNVsV3ccWZ3sn8LUQYo0QYi3wJXBbj1qlUPQQHx/Yw6s7t7KtuLCvTTkhiHL3QAD1RrvGinSKg/u/obrqCA6O7ja112i0jBr/Txobq9m26eUetq7rvLKliHU5R8vN4+2oZWdxHWubHQPIranm8c3ruGz5Il5O3YLRbGZGaESfFz5RdA5byjVuEkIkAE2hmvut0ngKxQmFlJJlRzIY4R/IqICgji9QcG70QC6JTeizKOnqqmw2//kMSUNvJGnojTZf5+U9kEHJV5GduaJfChUU1xn5+kA5/s5axodabHPUaXj7tHAi3B2OtluRk8WjG/9AKwSXDRzEVXGD+1XEusJ2bEpGszrXXT1si0LRoxyqLCezupJLYvsuxedEw02vp7S+nl+zM7hgQFyvF7c4dOA7hNAQM/DcTl87eMj1DB5yPVqtA1LKfhUs5eGg4eWpIUR4OLQ4HuPpyKHyGpYdyeDGpEEM8w3g3OhYroofTICzCpU5kTkxMr8VCjuQVV2Fh96BqSEnXqWhvmRrcQEvpW4h3M2d8b1Y9MNkMnA47QdCwibh4hrY4tzBsgZe3VqEj5OW0cGunBXjQXGdEYNJ4u+iQ6cRR53stk0vo9HoGDLi9l6z3RZGH5PiU2Mw8FnaPj7cocesKWdccBHD/AL7VQlPRddR6xGKU4bpoREsPWsePk4ndqWe3mZKSBhXxiUS6e7Rq+NWVx1Bo9EyIH7eced+OFRBanEde0objhbx/zatnAt+ymBZhiWg67/bi3l+UyHldY3s3fURG9MP0GAy9+praA0pJZctzuQ/2/4SeahsbGDeLz/y7r5UQjzquCg2imF+ge30ogD7Sew1sXr1ahedTjfigw8+8La3rW3ObJtHILeGlHKrvY1RKHqKI9VVbC0qYGZYpNrz6iR6jZZbk4YhpcRgNvVaYI6nVwxnX7AY0crS9ca8WsYFu/Ls5L9qJM+MdCfYVc8Qa3RvbrWB7YV13HLGTez1COOu9YL4/dm8e3p4r9a/PpaKRjMmCSFuOkzSTJ3RiIeDI5fExjPKP4jBPh2nNyks2EtiD8BoNHL//feHTZgwocL+lra/jNwkEO8EjAR2AAJIATYD43rCIIWiJ1ialc77+3YyMTgU135SfvBEot5k5NqVy5gWGsF1g5J7fLyqyiNkpS8jNuFCHB09jzv//hkRVDW2TH2J8XQkxtPx6POnJv5ViCMl6VJu1RcRps1BI/p2G8HLUcu3c6MwSXhnzw6WHcnkw+ln8Lf4pKNtvthXhsEsmZ/YZoVBRQc0SexdddVVMYcOHdIPGDCg3cDeZ555JuCcc84p27x5c49E07XpbKWU0wCEEN8Cw6WUO63Pk4B/9YQxCkVPsSInk2F+Afg6Ofe1KSckTlodPk5O/JhxkKsTBvd4oNShA9+yf/cnxAw857hzmZWN+DnrCHK1/abJSachuuR1CnI3sNf/R6I9HXHS9c0Kx9qcasLcHIjw0HOkuoqR/oF4Oji2aLO7pJ6tBXVcmuB9wsjuXbXq41YjDxdMnb//i0NbfJce2XPclP3M8MTiSwaMKLlq1cfxzR83XdfRmPaS2EtPT9f/9NNP3uvXr99/0UUX9YizteXTFt/kaAGklLuAtguUKhT9jMOV5WRUVTI9VAVGdYdzowdSUFfLn/l5PT6W3sGN6Ni5OLv4H3fu8XX53Le68xWUQsImktfgwHW/ZPPl/nI7WNl5zFLy9PoCPtxdjETy1OiJ3D9s9HHtpoe7Ud5gYkehqh/UHk3LyE0/119/fRkcL7G3cOHCdpcIbrnllvBnn302W6vtuS0SW6KRU4UQ7wKfWJ9fDqT2mEUKhZ1JqyjDUatVzrabTAkOw8fRie/T05gY3LNRyYNTrm31uNEsifJ0IMmv80FuwWET8BWPkuKazyd7NMwd4IG3U+8mZKSVNVDZaGZX+WH+ufEQ/x4zCV0r+8fjQlxx0gp+O1LNiKATI+WnvZnoJQNGlFwyYESbtYWbX2vLjLYjOiuxl5qa6nrllVfGAJSVlelWrlzpqdPp5Pz588u7a0sTtnzSrgZuBu6wPv8deNNeBigUPc3p4dFMCQnHSasy3bqDTqPhH0NH4d/D+Z4b1z2Jf+AwogfMacUGwaPjulaQxMHBncDgMYyt+ITdpntZsLuMO0ccP3PuSZpKMR6py+XWsLFttnPSaTgz2gPXfqAjfKLRXGKv6dhdd90VsmDBAp8m1Z9jaS5OMG/evKg5c+ZU2NPRgm0VpOqFEP8Dlkgp7S7yq1D0JLk11ewpK+nxmdipQtPqQFVjI+4ODh207jyVFZkcPvAdrm4hrZ5/d2cJMZ4OTI+wrXTjsQwf8w/GOXpRsKOO7YV1GM2yV/dEV2SXIkUtlw4cwLQOVlruHRXQS1aduNhLYu/dd9/N7mlbO3S2Qoi5wP8BDkC0EGIo8ISUcm4P26ZQdJslWYd5d+9OFp15Pk7OamZrD17fuZVfsjP57vRz7J5GdfjAtwihIyb2+MCoGoOZT/aUcUGcZ5edrbtHBEZjPVcOKMFvZFSvBx/F+ZVi1lZyW9J0m9r/eLCCepOZi+LtnvZ5UmBPib0mFi5cmGEH047Dlv+Ux4DRQDmAlHI7EN0TxigU9maoXwDXDUrBz1lFIduLZB9/CutqWZdvX5k3k6mR9IM/ERoxpVUpPUet4KWpIcwdcHwqUGdY89vdbFt7P3VGMy9vKWRPSX23+rOFepORgppG/hY3lP9OmWLzTcrG/Fo+3lOGySx72EJFT2PLrb5BSllxTF3Rbv3lhRBewLtAkrWva4D9WBSFooAM4CIpZf/Vx1KcEIz0D2KkvxIdsCcTg0Pxc3Lmu/Q0JoeE2a1fo6GGkIgpRMXMbvV8g0kyPLD7+8UhoePZvvlVGutKWJ5ZTW61gf+b0nPbDFJKnt+2iW35ekqqPVk6b4DN116Z6E2j2YsTJPtH0Q623F7tFkJcBmiFEAOFEK8D67o57qvAz1LKBGAIsBd4AFghpRwIrLA+Vyi6zIL9u7nzj5UYzX1fou9kQqfRcHbkAP4syCWvttpu/To6eTNmwmMEBh9fC9hollz0UwbvpLYZ0Goz0bHncO7Fv+LrGcDTE4N5aEzPlkX8KfMQi7MOE+XuzKxI904FPcX5OJHk50yVQX2GT3Rs+avfDgwGGoDPgUosGrddQgjhCUwG3gOQUjZKKcuBc4AF1mYLgHO7OoZCAbDsSDq1RoMqz2hFSsnhtB9pbOi+GPx50QN5afxUuynRVJans3zJ1ZSXpbV6vrDWiItOEOvV/aAsB0d3dDpnCvO3MDTAGXcHLb9mVPXIUu2B8lJe2L6Z0QFBvDB5EI90IZL6jW1FXLE4Uy0ln+B0+C0kpayVUj4spRwlpRxpfdydTY5ooAj4QAixTQjxrhDCFQiUUjaFZecDrd5uCiFuEEJsFkJsLirqsNyl4hQlo6qCQ5UVzFC5tUcpzN/Mxj/+xZYNz9t8TVpZA/k1BjIrG1sU8Q90cWF8UCjFdfV2WTk4dOBbSop24+TUeu2BEDc9X50dxZRwt26PBbBvzyf89vP11NUWsTGvln/9mc/S9O7fhBzL73nZeDg4cHH0SD7cVUb1MSUmbSHBxwl3By3FdUa726foPTp0tkKIlUKI34796caYOmA48KaUchhQwzFLxlJKSRv7wlLKt61Of6S/f+/myClOHFZkZwF0mF5xKpF5eCkApcW7bb7m5S2F3L0qh9tWZHPPqtwWDndnaTHn/vw9f+TndNu2sMjpDB11J07Ovsedk1Ly9f5ycqoNdhMQCAufCkB21irGhbhwYZwXsd6O7V/UCaSUGM1mrhuUwsczZrM5v5FP95bhoO28/dMj3PhkdgSBnShPqeh/2LK+di/wD+vPI8B2LEIEXSUbyJZSbrA+/waL8y0QQgQDWH8XdmMMxSlOgrcPV8YlKsHtZgQGjyYsYhrjpz5n8zWDfZ05L9aL24f5EeftiEOzSJ1BXj4M9PKm2tBuffcOkVLiHziM+MTLWj2fWWngla1FbLIWhLAHHl4xuHtEkp21EiEEd47wJ8HHibJ6+8wePz+4jxtW/0JVYyPejk6cN9CTR8YG4qDt/JaGRgiyqw28v6tELSUfw0khsdeElPLYPKY/hBAbuzqglDJfCHFECBFvLZIxA9hj/bkKeNb6+4eujqFQTAgKZUIvCp2fCETGnEFkzBkWqbzGavQOHS/J3jrsrxSc06Kg3mjm/zYVcG2yLyFuehZMOwPRzdnmlvX/pq62iEkzXm71/NocSxDWhFD71YcXQhAWMY39ez45+l58vreMD3aX8uWcyG6VcTRLyercI/g5OeOm12MySyLc9UR6dH2/eX9pA+/tLGV4gAtDA1QaWxO9KbH32muv+WZkZDi+9NJLXcp5s2UZ2afZj58Q4nSge4lulqCrT4UQqcBQ4BksTnaWECINmGl9rlB0ms/T9vLwxrUqCrkZf/7+MDu2vA7A78v/ztpV93V4zc/plby/qwTLro6FnGoDf+TW8Po2y3eXEILP0vby9aGuFZczm00cyVyBVtd2reO1OTXE+zgS4GLfZdS4xEs5a96PR286xoW44qbXkFPd9Zm60WxGIwRvTJrBYyPHI4RgeVYV837MIL+m6/2OD3HllqF+hLmrpWRbaZLYKygo0B86dKjDN65JYs/Pz69HNsdtuX3bgmX/VABGIB1ovUq4jVgLY4xs5dSM7vSrUAAszkrHWatVUchW6utKyUr/hfjBVwDg6R3LgT2f0thYhYND25WYFh+upKrRzDVJf+2jDvBy5M2ZYfg46ZBSkldjZEtRAXvLSjgvemCn3/Piwu001JcRFjGtdduNZnKqDZw3sLv398fj7OKP2WyiouwQnt4DiPJ04Kuzu1dV6sktf+Ko1fHgsNHo9RYFmewqAw0mSYBL12fLLnoNlw/yxiwlZinttndtT65e+XMLib0zwqOKL45NKPnvru1Bm4ryj/4BvR0dDS+Nn3Y4taTI+eXULRGj/IMqbkkamv/lwX2+Px/JOLqU8sG0M04qiT1blpFVtSjFCUNWdSVpFWXcmTKir03pN2h1jgwfcx+BwRYpt9j4C4mMPh29vu1l5EaTmV0l9ZzTSrWmaKtA+/cHK3h1axGXJUazNj+HNXnZnQ5Iy85aiUbjQHDYhFbPO+k0fH9ONIZme5VpFWUYTGYSfXwpa6jHw8Ghy/q6qVteI23f15x36Qp0Omd0GsEX+8rIqGzkgdGdy79dl5/Dz0cyuC4hucXS+rXJvlwxyLvbDnJ/aT33/Z7LExOCGeKvlpKh7WXkYyX2rr322qj2nG1bEnv5+fnaqVOnxgNUVFRoDQaDZsmSJV7WMdJHjx5tswaiLbWRL8RSgKJKCPFPLMFMT0kpt9o6iELRW/xmjUKeHqKikJvQaBwYmHDh0edu7iFIGUx9XUmrZREB9pY20GiSDA9s+0t9SpgrPx6q4ONdDXg5h/Bd+sFOO9ugkHE4u/ij17c+mfgjp5oBXo64O8D36Yf5IeMge8pKGB0QxOsTZ/DIxj8orq/jpsQhTAkJ6/T+cXDYBPbt/pjiwh0EhVhUeKoazfx0qJJzBngyyNc2Kb9ao4Hnt28iyt2Dq+IHHz1eUmfkUHkDQ+ywzxrm7kBlg5mVWdX90tm2NRO9JWloPpZ0zhak+PrXNb/m4tiEkotjE7pftQT7Suw1OfMe37MFHrE62olY9lLfQ0nsKfopEe4eXBgTR6CLikIGS7GI77+cSX7uhhbHd2x5lSXfz8Nsbn0fsbLBRKCLrt0vdW8nHa9PD2NogDPVtWFgsixzdoaQsAkMSrqq1XP1BhOP/JHPp3vLeGrrev69bQN1RiN3pozgqVETkVJyXnQsZim5f8PvXL3yZ3aUdC6JwT9wOGdfsOioowW4bJA3Xo5a/rO9uMV+dXt8l36QvNoaHhw2Bodms6Pfs6u5a1UuRbXd3wZ01WsYG+LCyiNVnX6fTyWaS+zl5OTszMnJ2XnbbbflL1iwoE0B+aZ2OTk5O88888yyF198MavXJfaApizss4C3pZSLhRBP2dMIhcJeTA+NUCLxzcg4vBijoQZPr5b1eP38U9i36yOKCra3Wh5xUpgbk8I6jlZ21Wt4YUoI76SWMn9wDAJLKo8tM8zdO96ltGQvE6f9H+KYZeDs6iruXbcWX9dAZkWG4qgfzGWxCST5+LXoe0ZYJFNCwlmalc67e1OpbGwEIK+2mmCXju3XaHQ4uwRSVLANH78ktFo9rnoN1yT58NKWIv7MrWW8DVHQl8TGE+fpzVC/lrJ4m/JrCXTREepmn8CmaeFu/J5dw67ielL64ey2tzmpJPaAHCHEW8As4DkhhCO2zYgVil7l60P7Saso4/5ho7u8h3cyIaWZjENLCAoZe9xycWDIWDQaB3KOrD7O2RrNku/SKpgU5kqQDYUUHLQabh3mx8bCPF7YnMNQ3zDuGxXYYaBRZvrPODn5IIQGKSVbiwv5MeMgd6WMINDFhQAXR2aGeVqdStuORafRcHbUAE4Pj0Kv0ZBTU8VFvyxiZlgEj49qfS+4OXk5f7BmxZ1MmfUfgkPHAXBOrCeVjSYG+7W/jGw0m/lg3y4uio1nVEDLUowms2RrYR2TQ926nR7VxIRQN64abOhWsNXJRG9K7P3973/v1hK3Ld9IFwHLgNOtNYx9sBS4UCj6FUuz0jlUWaEcrZWigm3U1uQTOeCs487p9S4EhYwmJ2v1cUul+0rreWVrEXs7KT1nMJs5Ul3N8syqDtNnpJQMTrmOoPgreG7bRs5f9iO3rFnOH/m5HKwoRys0aAzxuGlsF1B30GoRQuDj6Mz1ickkeFuiqDcV5pNV3XYpxsDg0eh0zuRkrTx6TKcRXJ3ki7NO8FtWVZvXfn5wL+/u28m2ouOXrw9XNFLVaGZkkP1moK56DTek+BLoorN5iVvRP7Dl9igYWCylbBBCTAVSgI960iiFoiu8OmE6xfU2Bwee9Lh7RDJkxN8Ji5ja6vnElGsxm4/fS/R10nFNkk+niyeMDQwmwH0jgU4Q6TGQWoMZl2YKN3VGI9uLC9lUlM+WogJenzidQI2W33Z/z2AfX65PTGZ6aAROWh37S+vZlF/LmdGdF4l31un4W3wSYJW3276RnJpq5kQO4LpBycdVFdPpnAgOnUB21ipGjH2gxZK2JeK6mNJ6ExfEebW4Lru6inf27GRKcBhTQ8OPs2OgtyPfnB2Fh6P2uHPd4WBZA//8I4+HxwSSrJaSTxhscbYLgZFCiFjgbSyVnT4DWhedVCj6gKyqSgKcXYj2sH8+5omI2WzE0cmbQcl/a7ONX8AQAEzGBrS6v+oCB7vpuTb5+BrFHaEVGuZGxfL23lSWZZTwypZy7hrpwWmR/mwqzLfIHUozOqEhXJTy55ZDnD7uNpaeNe+4tJh4Hyc+OysSP+fuLZcKIfjf5Fl8uH8336WnsSr3CK9OmMYg75avLyxyOkcyl1NavAdf/6Sjx+cN9KKiwcxUqwBC0360lJJnt21Ep9Fw79Dj97wBjlQ1EuKqR2tnMdpgNx3Jfk4tbmQU/R9b/lpmKaUROB94XUr5DyyzXYWi3/DPTX9w17qVHTc8RcjO/I2fvplNdVX7cR8b1j7Gb8tuPPrcaJbc9OsRVrSzdNoec6MGMDMskjB3LdXGOp7YlEqjyUSspxeXxMbz6oTp/DRjCueWv0e4q2WG2Vr+6eHyBiLc9Z3Sfm0LXydn7hkykk9nnEWEmzvu+uPLJoaET+aMc77Cx29wi+NajeD6FF/8nHV8c6Cch9bm0WAyI4HxQSHcmTK81frbDSYzVy3N4s0dxd22/1hc9VoeHhvEAC/7CScoeh5bPskGIcSlwJXAIusxVTNM0W/Iqalif3mpqoXcjIxDiwGBi2v798Vu7uGUFO2krtbiFA6XN7CzuJ6ubgf6O7vw9OiJDPb14rbhDjw5zrKc7OngyO3JwxkbGExxzu+AZTbZGjnVBuYvzeL7g62WqO0yke4evDPlNMLc3FmencmKnKyj5/R6Fzy9BlBRfqjNvVApYUNeLalF1VQbGrls4CDmRsW22ra83kSSnxMjA1UKmsKCLWs0VwM3AU9LKdOFENHAxz1rlkJhO01yeirl5y+Gj/kH1VU5aDTt7xdGDTgLv4AhODpZlt/jfJxYODcKd4fu7zNePDCOigYTN/xyhNkxHlw12JLmmJ21Eg/PaDw8o1q9rqrRRIqfE6OC7O+ompaAv0tPY0tRARVDR3F+TBwAmYeXsH7NI5wx9wu8fOKOu/bCeC+mhrvx+u4NPLapkvenzyDItXVxgUBXPa9ND7O7/YoTF1vE4/dIKf8upfzc+jxdSmm7RpdC0cP8lpNForcvIa72ERY/0amvK8HVLYSgkDEdtnV1CyYweBRGoyXyOLuqEX9nnV2WbwE8HDQM8nVif2n90UIMkdFnMCj56javSfBx4s1Z4YS5d10lpz2EELw4birjg0J4bvsm3tu7EymltbCFID93fZvXejtp0AoNxoYY7vgtl6o2xOA/2VPK1gL7SQIqWsdeEnuLFi1yd3d3H9rUz7333mv3rdI2Z7ZCiK+klBcJIXbSipC7lDLF3sYoFF3hhXFTKWlQUchN/L7iTpycfJg881Wb2u/dtYBd295i7sXLuXZZHrMi3bl3lO0pN+0hhOChMQHoNQIJVDeaGBB3XpvtKxtNvJNawgVxXt2SpOsIJ52O58dO4emt6/k2PY15MQPxcvblrPO/w839+MhigAaTCZ1G8NjIceyMrGVjfh1urdyUVDeaeCu1hPmJPgxXy8g9ij0l9kaOHFm9cuXKg/a30kJ7t693WH/PAc5u5UehsCvFacuoytvRqWvya2vwcnQk3qvNSmynFJXl6ZQW7yaglapQbeHtk4DJVM+hI5tJ8HFstx5yV3DQahBC8Ngf+dz8059s3fR6m23X59bwbVpFmzNGe6LTaHhkxDg+mHYGXo5ObCsuxNE1hIryQ9TXlR7X/s3d27l+1S80mkwk+7twbbIvdUbJ3StzSC2qa9av4JGxgcyKVCstfUlnJfZ6mjZntlLKPOvvzN4zR3EqYzY1krb8EQaf8xaOHrat4jyw/nfcHRx4faJSZwRLeUYhNERGn97ieJWhmt3lB0n0jCWjOpsUn4Sj5wKChqPXu1GVv5JXp0/uMdvGBev57UggPxTFMLyNNmtzavB21JJoowBAd9EIQYCzC7k11dy2ZgUjfb0Ze/ghho28k4SkK4+221NawpcH93NO9IAWtY+rDSZyawzcuTKHpyYEMz7UFUet4LQoj16xvz9x9fKN8a0d/2Dm6P1fpWX5Ls3M92vr8bHXnBkZVHzRwIgOKzbZS2IPYNu2bW7x8fGJgYGBhpdeeunIyJEjO1fVpQNUzS9Fv6Cm+ACN1UV4R01G79q6Ek1z0isr+CHjIHvLS7ktaVgvWNj/sZRnXEpg8BicXf7apiquL+P2DY9zpCaPRC+Ls10y83101uApjUZPcNgElmaZMUVVMT6084UkbGFWhAvrDh9geXEcM7Orj6u9bDBJ1ufVMi3crdf1WkNc3bh/2Ch0QoO2PIHsrJVHna3RbOaZbRvwcXI67rMW4KLnzZlh3LM6lwfW5PLwmEC+SStndJAr16d0PldZ0TnsJbE3fvz4mszMzFRPT0/zl19+6Tlv3rzYzMzMXfa0VTlbRb+g+MBS8lK/ZNR1v1GWsYbqgp1Ejr+jRZt6oxGjlLjodNz5x28U1dcxMzSCc9tIvzj1EEya8TKyWVWoIzV53Lr+X5Q2lPN/Ix/ALM2szF9PrbEOD4e/nF1swqU8XuiILqu6x5ytTufMI9PHkvtrNn/m1RznbAvrjAS56JgU1iPa3R3SlMazqmg6/z1cwMDSI0T6hLO+II+0ijKeHTMJt1ZydJvUjx5ck8vO4noyKgxMDT/1Ck58MHN0m2LvFw2MKGmaqbb12J50VmLPx8fH3PT44osvrrj77rsj8vLydMHBwd2Xa7LSXoDUCinlDCHEc1LK++01oELRGhFjbyNg0Fy0Oieq8lOpyt2KyVCHVm/ZP1yde4THN//JZQMHcd2gZJ4cPZEwV3d8nHpnufFEoL6uGC/vgUeL3kspuX/z81Qbanhz3BMke1tW+SYEjjju2irHeKqNWQwN6Jn302RqZMl38xg85Hpem34WrnoNJrPEJCUOWotjCnXT89HsyD6v+av3HUFe5jZu+WMN/506h4nBoSyYdibxXt5tXuOq1/DilFB0GrhzhH8LsXtF79JcYq/p2F133RWyYMECnybVn2PJysrShYWFGTUaDStXrnQxm80EBgbazdFC+zPbYCHEeGCuEOILoMW6jhKPV9iLhqo8CvZ8T+DgeQBEjL2VakMj3xzYyebSUp6feDoxHl5MCg5lbKBlLzfF17+9Lk85jMZ6lnw3j9iECxky4nYqGqvwdHDn8WF3oBNaoptF2G4r2c3/9n/Oi6Mewk1viZbdVmgJ8KlKfRAG/M/u9hXkbaKmOgcnZx/cHLQYzZK7V+UQ7u7AP0YFIKXkoz1lTA5zJdqzbysjjY8ayguykcf2HuGiX3/iw2lnHFfesTX0WstXpE7QoeKRwj7YS2IvJiam4f333w/QarXSycnJ/NFHHx3WaOy7OtGes30UeAQIA1465pwEWi//olB0kuqC3eRseR//+NlkVVXy4f7drMjJpN5kIowqSurrCHdzt0ku7VSlIHcDBkM1gcGjWZ2/gUe2vcwLIx9ktP+Q49pqhZbNJTtZW7iZM0ItAVH5NQb8HBqgYiNVlVm4e9i3QEh25m/o9K4EBo8GLM4owceJDXk11BrM5FQbeDu1BB8nbZ87WyEEY2LG8JqbL8/uPkBGVaVNzlbR+9hTYu+hhx7qMD2oO7QXjfwN8I0Q4hEp5ZM9aYTi1MY3diajwkajdXSnpryUlblZnBEezUx3M0kB4Tg66G0WJD9VCQmfzKyzPsLbdxCbc1YT5RbGQI/oVtsme8fz4cTnSfL6q0rSbcP8mR8rqSp9oUVwlT0wm03kHFlFSOgEtNq/9jxvSPHl2iQfHHUaXPUa/j7Mj4k2CLX3BuWlB9i65BIenfQkURGtv48KRWfoMEBKSvmkEGIu0JQTsEpKuai9axQKWzGbGjm44l9Ux5xNnj6Q08IjWTJ7Hs46y0fTUF/OroVXE5h4HoFJ8/rY2v5JY0MldXXFrKjJYpJrAHPCp3NG6JSj0cbHIoQg2TuerOpc3PVumMwupFc0kuLvh6f79KPVpOyF2dxIfOIV+Pgltjiu0wh0GsH7O0tYkVXNO6eF9xslG0/vWJxdAsjL+ZOoVvSA7YnBUIPRUGv3mxxF/6LDT7YQ4t9YClzssf7cIYR4pqcNU5waNFTmUpW7jS+y8nk5dQtGszzqaAF0jh44eUXYlA50oiKlpNJaxGF5ZlWnCzpkHF7CK0vm89zOt/gyYzFAm462iYK6Ys5beTM/HPmVNdnV3Lkyh6JaI4fTfuC7z6fTUF/epdfSGjqdM4kpV7dZPnKIvzMZlY3sKOo/VcCE0DD9jHcYM/FfPTqOyWTgt5+vZ/F351NSvLtHx1L0LbbcRp4FzJJSvi+lfB84A0tVKYWi2zh7RxF+0Tesrajj7MiYFo4WLF96cac9g1fEeI5sfAtjfWUfWdpzfLW/nPlLMtlVXMeT6/O5ZXn20TrCHWE0mzh4cBEj3cJ5OOUWbh90ZccXAYHOfgzxTmDxkZWEuOqZE+NBqJseT68BmEz15OX80Z2XdBQpJSuWXsuhA9+22WZEkAvfnB3VI8ID3cHdI5y6umIqK3qurk9DfSnSbEKrdWD1L7dSXnqgx8ZS9C22rtl4NXtsF3VuIYRWCLFNCLHI+jxaCLFBCHFQCPGlEKLnCqMq+g37ltzDp5sWYZbyqPpKa9SVHiJny/uUZqzuRet6h/TKRhJ9nRjs68Rbs8K5cYgvGiHYkl9LeUPbs9x6UwN3r3+MTxoKiIk5i/MjT0crbFfrmR02lcPVR/BwyefBMYEIIfDxS8TJ2Y+cLPu8z+Wl+ykq2IYQ7X/VBLvp+10Er9ls4refb2DVLzfbdabfhMFQi4trIKed/SmzzvoIrc6Z0pJWy/wqTgJscbb/BrYJIT4UQiwAtgBP22HsO4C9zZ4/B7wspYwFyoBr7TCGoh9jNjZgNtZTbjAxMTiMcLe2iym4+icw9PJvCUg4m7ryI71oZc9R3WjCaJbcPyqAx8cHIYQlQndiqBv1RjOPrsvnyiWZ1BjMrV7/6LaXWVeyk3BjI1ExZ3R6/FkhE9ETwBN/FpJeYcn1F0JDaPhk8nLWYTI1duv1ATg5+5I8/FZCw6d0u6/eRqPRMn7Kv6mvK2H92keRsvW/Q1cwGGpZ9uOl7N7xLhqNDjf3UGaft5CYgedSV1tEdVWu3cZS9A9skdj7HBgLfAssBMZJKb/szqBCiDAsy9PvWp8LLKlE31ibLADO7c4Yiv6P0DqQOPc/PD7zMp4bO6nD9k4eoRTtW8T2z+ZRXXBi72+ZzJJH/sjnnlU5AEcLOzThpNPw+vRQrk7ywVWv4VB5A8V1f+XYZ1RnsyLvT66JvZD7Z77ZpeAaTwd3ro66n6xyvxblEQfEnc+IsffTZQX55q/D2Y/BKdfi6NR2QYj+jK/fYIaNupu87LXs3fmh3fo9uO8rqquy8Q/6q0q0Xu+ClJI1v93Dyl9uoq62RzNRTgpOCom95lhFCX6047ivAPcBTVMZX6BcStn0bZINhLZ2oRDiBuAGgIgIJRZ+InNw+SN82hDM2WMuYIR/oE3XeMdMJbw6Hxe/tpecTwQW7CllY34t940KaDOlKcbLkRgvR6SUPPlnAfk1Bm4f7s/saHfWFW5DL3TMDRqNj3fX34srEmKI9ihEoykBLN8vPn6J+PgldruSU2VFJqt/vZUxEx8nIOj4qlUnCrEJF1FedhAPT/ulAMUPtkRnBwS2lGQQQjBizH2sWXEXlRWZKkK5A3pTYm/RokXuH3zwge/ChQszumJrr8fZCyHmAIVSSpuSkY9FSvm2lHKklHKkv7/6IJ7I5DiFs7TRi4MVZR03tqJzcCNs5HWUZ65l/9J7keael2KzN5vya3l/ZymnR7kzd0DH6jBCCJ6YEES0lwPPbCjgnlW5TA88gyc8E9mw5LouL/dKKTFLE8/vu483D3zW4ty+XR+x9PsLuuVwc7JWUlOdi6t7q/fNJwxCCEaNf5iwyGlUVmR0a8ZZX1/GlvXPYTTWHS3wcSy+/knMueBHAoNHUl52kMaG44MCzSZDl204VehvEnt9kdQ2AUsJyAzgCyzLx68CXkKIppl2GJDTB7YpegmzqZEJ46/j2TGTOCsyptPXGxuqaKguxNjKF1F/Z2tBLVGeljKFthbqiPBw4D8zwrhrhD87imrYUHCQhsJUQiOmtygU0Rnyaoyc9W0GIz0uI8wlqMU5B0dPKivSKSvd16W+AY5k/oaPbyKurkEdNz4BMBrr+W3p9axb/SBmc+fL5kop2bTuKQ4d+Jbamvx22+p0zhiNdaxadjOrf70Ng6Hm6Ln6imw2vz+Tskz7RIzbi+uWZcU3//l6f7kvwP92FAddtywrfmdxnTPAP1bnxFy3LCseoKDGoLtuWVb8MxsKwgFWZlV5NF1vy5hN5Rqbft555x1vgNYk9jrqq0lib/LkyQM3b95s9yLh7Tpba8Rw1//bWkFK+aCUMkxKGQVcAvwmpbwcWAlcYG12FfCDPcdV9C/2r3+HtZ9fypSg4FaVVDoiYNBckue9j7G+nKIDS3vAQvtjNEsaTWZuHOLHW7PCcdZ17l5XIwTzBnri4fsmC3PeI3ziJ/wor8HUxaL3BbUGvBy13DBoGrckXN7iXGj4ZEZPeAw3t7Au9V1bU0Bp8S7CIk+eqq46nRNDRt1BdVV2h86yNdIP/kRO1kpSht+Gl/dAG8ZzZuT4hykt2cvvy+/EaLTkIWt0jgSlXIyLT+dvUk82mpaRm36uv/76MjheYm/hwoXtOtsmib39+/fvufXWWwvnzZt3VEosJSUlISEhIfGWW26JXL58uVeTY1+4cGGnRItFR8tEQogfgNullFmd6dimwYWYCtwrpZwjhIjBMtP1AbYBV0gpW5VDamLkyJFy8+bN9jZL0Qu8+edPfJJXwQ9nzsPP2bnL/Rxc/ijlWesZesW36BzcOr6gD3ljWxHbCuv4z4wwnDrpaJswmk38mPUrhuI9aF0v4eXtNTw/OZgJoV177U3//z9l/8ausv08lHJLi/NmswGNpvMrcHW1RRzY8zkxcefavc5yX2Mw1KLXuxz9bQs1Nfks/f5CvH0SmH7GWx2mQjUn8/DP/Pn7w4SGT2HSjJeoLtyDq188ooPCJe0hhNgipRzZ5Q6AHTt2ZAwZMqS4O310FxcXl2G1tbXbjj0+ePDgQUVFRXq9Xi/BIrG3devW3cnJyQ2hoaHJmzdv3tuefF5rbWzZs92xY4ffkCFDolo7Z8tf3BvYLYRYIYT4senHhus6REq5Sko5x/r4sJRytJQyVkp5YUeOVnHi0tBQw9KyRob5B3fL0QLETPsng89/B4Egf+dXfS7P1hYGk2R3ST2Jvk5ddrQAZmlmnM4duesTRjmm8r+ZYUwIdbO5CEZzFh+uIK/GiBCC/Noivs38haL60qPns7NW8d3nM6jpwizO2cWfISP/ftI5WrBEDWce/plFC+dSXWXbbpezsz9JQ25g7KTHO+VoASJjzmD0hEeJTbiQ+opsUr+8k/SVv3bF9FOC5hJ7OTk5O3Nycnbedttt+QsWLGhzdpuVlaUzmy2pXX0hsdfEI/YcUKFYumMZBfX13Daw++kgGq0Dzl6R5KV+ScbaF3EPSsHVP8EOVtqPGoMJF52G16eHHXWKRlMjFbV5uDh6YzDWszHtU8L9hhMXYilB3tpebk5tAZf/fhcXCRdCnP0Ii5yBVqunuM7IA7/ncuMQP5urMBXUGHhmQyF3DPfjonhvzo88nWnBY/F3+uv7yMMjEoOhmtwjvzMw4SKbX29DfTkrf7mZoSPvbLNE44mOj99gzKZG1q26nxmz32933zznyO/4BwwlIWl+l8eLGXgOACUFOzA53kX2HxMJHWXG0aN/1JLuK04WiT0ApJSrhRCRwEAp5XIhhAvQ9fULxSnP6jon/LS1TB+QYrc+g5Ivwj04BRe/eAp2f4t//FlodH0n1WaJ9DVS19jIdb8cJtypiIleqymvyaG8OofKukJAcs7oJwj3G8bGtC9JDD+dvLK9/LTpXwyLOZ/kiDNxdvyrYNvu8jQMJgP6klQGJF+DVmtZ3nXWCRpMkm/Tym12ttut+rVDAyzt/Zy88XX0Iq0yg1j3SIQQuHtG4e4RQU7W6k4525wjv1Neuh8Hh7aLlJzouHuEM2bi46xdeQ/bNr3IyLEPttqurPQAf6y8l+jYuYwa/89uj5ueughT/o04Bh/E0WNot/s70elNib05c+ZUzZkzp6rzVlro0NkKIa7HktfqAwzAkv/6P2BGVwdVnLpIs4kHY0MpdxmNTmNTmrdNCCFw8x9EVd4ODq96GoQgMPG849ptO/w95TU5TEu+1W5jH0tpVRYLVl7HpMTrcPeaTlFNNf51n5PecARv11CiAkbh5RaKl2soEf7D8XQJ5sF56xBCQ2bRFrQaB5Zte57lO15hUNgMhsecT4T/cE4LmUhMQw2p658lNv4vBSRXvZZXpoXi4aBFSkmdUXaonrO1sA53vYYBnn/NyJbmrOaRbS/zyaSXGOQ1ACEEoeFT2Lf7Y8xmE3W1hSz+9lwAZp+3EDf3ML76aCwWeWsLiSnXEB45k6ShN+LtO8iu72t/IyxyGgmD53MkcwWNDVU4OB5/c1FdeQQX1yBShnf/89ZQlUf9Nk800pmY6SdmkZBTGVu+7W4FRgMbAKSUaUKIgB61SnHS8kfaBgwr7iZ51hPgfZrd+3cPHkLSvA9xC0yi9PAq3IKScXCxCH9LaWbd/gXEBIympr4UV6cOswG6hKdLMMMHzMPZOYY4X18+OqOKQI830Gnbm2lblrQi/Udw3axPyC/bz7b079iZuYRdWUupcQ0nLGAMt4x8gOiI6UdntU34Olv+lZ/fVEB6RSOvTgs9ripVc/aV1pMS4Iy2WT3iCQEj0Gt0LMleySCvAYCl+IJG64gQAr3ejfjBVwCgt85a4we3jGL2CxiCp/cAPL0H2PZmneCkjLiNxJRrcXB0x2QytPi7GA11hEfNIDRicpeCzI5F7xqIm99l6JxMBA6I7HZ/it7FlmjkDVLKMUKIbVLKYdZc2K1SSvutAXYRFY18YlHV2Micpd8yzVPPP8fOQufUqcj5TmGor2Dbx2fjGzuLAdP+CjtoMFSzO+sXft72PPOn/o9wv6F2HXdn5hLM0oSb5yxuWZHDA2MCmBbe9eVUg7GO3UeWc/+eD5BS8t+BV5BrLCXCfxhRAccHky7PrOK/24t5bXooYe5t7yMazZLKBhM+zi3vt+/d9G9Sy/axZOb7Hcr0Kf4ibe+XHDrwLTNnf4hO70xh/hb+WHUfU2a+fpyOb1fJ2fohHqGjcfYahM6xe6INJ0s0cn+ju9HIq4UQDwHOQohZwNfAT3a0T3GKsCjzEPUmExfED+1RRwugd/Ik8Zy3iJpwNzVF+ynJ384HK/5GQfkBkiLOwM3Jh0Wbn8Joh2L7TVTXFfPz1ufYnv4D6ZWNuDloSPbrXrS1XueM9BhAsdnEBKPgwL6v2XzwK9ILNiKlmX05K1u0nxnpzmdnRRLm7kBedetVhvJrDJS34mjBogRU0lDOlpJWt7UUbeDuGUV52UH27vqQxsYq1q95BL3eDXfPKLv0X19VTsYKLSVpu7rtaBV9gy3O9gGgCNgJ3AgsAbq/0684pTBLydeH9hHdmINn9opeGdMtYBAavQuHVj7B8tX3kl2SioPOFQe9C2eOeIjiysOs2/eh3cb7edv/UWCIICH2YWZGevD5WZH4teLQOsuXGYtw17ky1WcQiUnzuWPOEsYnXMXhgg18s+4+jhRvb9HeSadhc34tFy/KYEXW8fEcH+0p5bLFma0Ww5gYMJL3JjzLaL8h3bb7VCIoZAyTZ7xCYvI1bN3wAnW1hYyd9KTNebgdUbrPFVPt+bgHzrZLf4rexxbVHzMWFZ4ngceBBbK/JjMq+i2HKssprK/nipTJBAw6p9fGFUIQPv1RMnR1xAdPxrm6AoCBwRMZHH46a/e+R1HlYaSUSGmmLGMtNcVpmE0G9i25h6L9izE11lKZt73dcfbnrObnLA0bTP/kszTL/lx7e6a2YpZmTGYz50eezpTJTxM14Cy0Wj2OeldCfZLwdg1h4Z8PUNMsPxYgxd+JwX5OPLW+gN3F9S3OBbroOT3KvcV+bRMOWj1DfQZxpCaPWmvFIoVthIRPwmw2UJi/mUHJ1+AXYJ+dNrNJkr6iGGe/KnxiXe3Sp6L36fDbQAhxFnAIeA14AzgohDizpw1TnFwM9PRmQZwn4z0ccHSzTeHHXmzL+5VGUz2xDY7sW3I3hroysje9wyjvsei1zny15DIy/3wdEBxYdj9F+35Eo9VjqCvF1FhDxh8vs/en2zEZWnc+FXVVPL4uh73yGsaGuPLURPupc2mEhn8NuorEjDWUlexvcc7JwZ15456ntqGc7zY8jLmZKIODVsO/J4Xg56zj/t9zWywpXzXYh3tGth3jeKAinfNW3szyvHV2ex2nClJKkobeQNLQ6+3WZ8GOOkwNHnhGb7e5lvapgr0k9sBSISohISExNjZ28KhRo2yqzdwZbFnjehGYJqU8CCCEGAAsBk6MgrSKPienpordpSV4bfoP5pBh+IQN7/giO1FTX8bGtM8ZHH4aKSMepiZhL3pnbwr3/YR35ERmDbmTnzY/QZamiighSDr/PRysNwPJ8z4AoLY0Hf/42Wh0rdcmX7j1c44YJ3DRgEZuHxXbQhu2OzSaDDy54w1GNtRSX7S91dSSIO94zhz+AIs2P8GaPe8wJemmo+e8HLW8MCWEx9fl02hdMt5eWMeOojoujPNqMz1ooEcU4/yHoRMqQKqzODi6Hy1AYS+0Dg74DDQSe7rKtjwWe0nsFRcXa++4446In3/+OW3gwIGNOTk59stLtGJLh1VNjtbKYaDLib2KU48vD+5n4eE0vjvvYzw1dq2A1iF/7l+A0dTA5ME3oHNwwzNsFADDLv8OobHkpeaW7SEmag5Aq9WnXHyiqS09TOHeHwhMPPfo8XW5NThpGqgo+YbbYuq4ePQddrV9Zf6fLMlZhWddLWPCp+DqFtJqu6HR55BVvI3f97xDmN8QBgSNO3ou0sOB904PRwhBalEdv2ZWsSyjkssHtZ2nKYTgjbH/sutrUXSd0sx/4J0wFI32qr425YSiSWLvqquuijl06JB+wIABbeoSvvvuuz5nnXVW2cCBAxsBQkND7f5F1aazFUKcb324WQixBPgKS/b6hcAmexuiOHmZHByGe002poxfcEi+uNfGNZoa2JHxE0kRZ+Dn0VL4u6mIuxCC2SMeorq+hA0HPmNM3GWt9lW0fzF5Oz7HN3YmOgc39pfWc9/qXMYEOfHU6V+jsWOBjiamB4/j3tAZkPphuxWchBDMHv4AeWV7Wb7jFWICx7SovyuE4HB5A7csz2ZogDMPjglE18p+bXPM0sz/9n9OiEsA50bMsttrUtiOlJKdn9RhluPxDOv/+rXvLqxrden1unnO+zfsNPjuPGD0O/ZccpyueEyyvqS1a6+b57z/2GPHcmy5xnvuuSfv+uuvL2tNYu/xxx8vaKufAwcOOBkMBjF69Oj4mpoazc0331x42223lXQ0fmdo7xvi7GaPC4Ap1sdFQPfyGRSnDI0mEyMDgvDYvpGinCMEp1zSa2PrtI7cePpXWGL82mdnxmJW7voPscET8HU/vmBAyJDLCRl6BXU4Y6gzEuftyLyw/WgqPwTxPo56+wauFNQV46BxYGboZDIbqtsUGm9Cr3Pmogkv4qBzodFYh07j0KLAQoyXI/MTvYnzdmRaRMd5vxqhYVPxDmqM9crZ9hG1RZLydMnAOecSPKTPtc/7JW0tIx8rsXfttddGtedsjUajSE1NdVmzZs2BmpoazdixYxMmT55cnZKSYjdBnDadrZTyansNojg1kVJy9cqfGR8Uwq2nPYOxsbrXxq6qK+Lb9Q9y+rD7CPKK67D96LhLiQudgo9bBEZTI7pjCsvrXXzYn7aRB7bpCfX15/XpoZwbF8DBvPE4O9g/Z/g/+z5hXeEWls56H//AoTZd4+MWToOhhneXX0Fc8CRmDb27xfkbhxw3sWiX+5JuwPMkrm/c33EN0OA58DFqyryBh/vanA5pbyY6JllfMiZZ3+ZM0ZZZbGdYuHChT1FRkf7bb7/1AYvE3s6dOx2Tk5NbdZ5hYWGNvr6+Rg8PD7OHh4d5zJgxVZs3b3axp7O1JRo5WgjxkhDiW3tL7ClObrYUFXCwshz/xkIOr3oGzB3PMO1FeU0u1XVFOOpsy3PUavR4u4bx+Zrb+HX7i8edN0uJU/UhAg2HuSZez/r9HxPsPeg4h2YvfBw9GSUc2bruqU5d56h3JSniDOJCpnTcuAMGecUS5OxPdhck9hTdozrPRPE+Az6xCXiEJPe1OScUXZHYu+CCC8rXr1/vZjAYqKqq0mzbts0tOTnZrrlvtmw0fQ+8h6VqVO99WypOeL46tB8vB0fGasspylxL9OT7emXcusZKgrziueXM7zqlHarRaPF1j2Jj2hckRc4m3FrY4a0dxVQ2mrln+DzeHKpje/oPLE99BRdHL4ZEz+2R13Bj1Nn8tPlN9PGdz0CYMvhGGgw1/LTpCcYn/A1f965ryj6V+h9W52/k5vjLGO03hHDX4BM2/aTk0G8Y68sJHHx+x437mIyVBiqzjYz++1XonNQSclvYS2Lv3XffzZ45c2ZFQkLCYI1Gw/z584tGjRrVMkG9m9hcG9meg9oLVRu5/5JXW835P//I/LhEbkkaipTmTotmd5UlW57hUP46bj7j2+OWg8GyvC2EwGw20PzjLwQYTQbeXHYBDlpnrpnxEXXSiSsWZzIh1JX7RwdwZPdXfL7nBYL9h3Dl1Hfs7niMZhN3b3qaCyNPJ7KuAh+/RNzcwzrdT0VNHu/8ehnuzgFcM2MB+jbSljpiV9kB7tv8HAX1lhK4F0adyQPJN5FZnYOLzrmF/m1/RkozG9+ehHvQEBLP+W9fm9MhJfuNZKx5Bye/7Qw+9y27969qI/cM7dVGtmVm+6oQ4jHgF+Do+rWUcqt9zFOcjPg5OfOvUeOI19Sy69vriJ58H65+He+ddpfymly2pX/P8OjzWnW0+3Z/gouLPxHRp7Ni6XWUFP1VAzgoZCxTT/svwwInszr9Kz7+cQ7XXbCSF4YVsOOP+1mWF0S6sRCjNDE55jKEEFRVZuHs7I9Ob5+YwdX5G/ijcAtnB08kIrrrqkiersGcO+YpPl9zOz9ve56zRz3apX6SvONYPPNdsmpy2VicSqSrJf3ojb0f81v+n7w7/t8M801kY3EqgzxjcNe7ddnmnsRsqGP09asxNtZQuO8n/AaejqYdwfe+xFAr8Y3XIfQJwMktU3gqYYuzTQbmA9P5axlZWp8rFC04XFnB89s38sSoCZweHk1l7jYqjXXonLx6Zfw1e95FoGHCoGuOO1ddlUPqljdISLqSiGiIjb+AkPDJR8+7uYUCkBRzDgeLtrKkcjZOOw9yTmQYtXFzySxJpaSxEn+TDm+3UKSU/PzjJZiM9Uya8Qqh4ZNJ3foGIHBzDycsYlqrhSja48uMxQTo3SlZ9RBlcz7C26frNyixwROYOOha1u59jwi/oV1e8hZCEOkWSqT1/QG4Pu5ikrzjGOQ1gPLGSm7581FCXAL4ccbbFNQVU2OsJaYby9f2pCJ7E/t//geD5ryONBs4tOJfCAT+CXP62rTjqC02s+V/dUTPLMY/KbHXq60peg5bnO2FQIyU0n7yKIqTkhXZmTy5ZT3OOh3FdXUEOLvgHjyUlIs+7ZXxS6uPsCPjJ0bFXoSHy/FfUmZTI/6Bw44Kr0fHnn1cGwAf30F4DniFvK01bM34lcuTbmTwsJtZ8/MF+HvGclbgXA58dxPD5//E6PGPUV2djZd3LAB5OesoL01DShPbN73E8DH/IGrAWTbZn1aZwZaSXcwWLri5BhztsztMGXwT2SU7WLL1WYK8BxHoNbDbfQLEeUYT52nJXdYKLW+Pf5ryxkoAluWu4d0DX/LfsU+Q5N3zqxkd4eDqj0/UZFz8BqLVOTH4vHdwDx7Wq1sbtnLkDwNCQGnWi5RkFDHkks/72iSFnbDlk7YL8OphOxQnOP/bvYOHNq4l1tOLBdPPJNHHF1NjDVsXzKb4wM+9YsOa3e+g1eiZkHB81prRUIeHVzTTTn8TF9f2Zwu51QbeTK1loEcNUwMLMZoa2ZH+I5V1hcwZ8TBeQSkEDJqLlEYiY05ncMq1R6s7nX72Z1w4/09mnfURvgEpOFjTggryNmMytV+YwEGjZ6b/cGJK0hiYcJFdHIFGo+W8Mc/gpHfjm3X/oMFg//QrvUbHcN/BTA+2VK6aFTwBLwcPbt/wOGmVGXYfrzOUZfwOQhA78wm01n1rj5Dh5O34lL0/3mpTDnZvUV9hpjDVSNBwHQNPu5foKff3tUkKO2LLf7MXsE8IsUyl/iiOpSnALsLdnXkxA3lz8kwCnC3pNsbGGjxCR+Lobr/C/G1RXJnBzqwljBxwIW7OLfNJzWYDvyyez44tr9vU13+2F6MRgmenDmbu6MfILkklIWwGV09/nzC/IbgHpRA5/k4MtWWtXq/R6PD1T2LKzNcICZ9ETXUeq365mSXfnUdleXqr10gpiXAN4UKpx03rQHSs/errujn7cf64f+PjHoHJ3PPlMoNdAnhz3JM4aR255c9Hya1ts5ZAjyLNRtJ/f56MNcencukcPdA7+2A22i2N8q9xuyiKlrvR8rfxjNpNQ2U27kFK5vBkwpZl5Md63ArFCcmu0mKe27aR58dNZnZEDLMjYlqc1zm6M3DWk71iS1lNNp4uQYxPOL5+bNreL6ksP8yQ4bfb1Nc/RgVwuLyBIFc9NfVlfLL6JsbGXdEipzZ32wKy1v+XEX9bioOLb7v9ubgGMXnmqxzc9w2u7qE0NlRRkL8Rt6CReDt6kl9XxGWr7yLWI5IXh99DeNRpnd7r7YhI/xFE+o8gv/wAWcXbSAidZtf+jyXUJZA3xz3Bl+mL8Xdq//3pMYSWpHkfYjYdvwMWMGguAYPmUpW3A0ePEBxc/VvpoPMU7FpI5vo3GHLxZ52+yYycqsc7Vkvezvcw1BYz5JLxdrFJ0T+wRc92dWs/vWGcon+zIjuTKkMjNYbjl0ellOz4/CIy1h4/q7AnlY3V5FYeYUDgWG498wdcj0lFqa8rYdf2twkOHd8iGKo10soa+HJfGR4OGoYHWmbnrk7eXD39A4bFtMzN9B0wgwHT/onWBnFwIQTBoeMZPuUpqkz1HE77ngc2PcvMX65k2+Gl+Dl6M9Z/KGf4puCsdSYwuFsZGe2yYscrrEh9rYUcX08R5RbG/ck3AvDy7g8orLNrqdl2qS7ay86vr8BkqMHJo3UBB0N9OXt+vIXsTe/YZUwpJQ6uSej1l9JQEUB1YatiNK1SnmFCmsE7WkvC7JeIO+P/7GLTyc5JJbEnhKjCEn0M4ADogRoppf1r1Cn6PQ0mEx8f2MMVAwdxa9Iwrk5IwsPB8bh20mwkcPD5OPsM6FF7vsn8mTf3fUyURstdIx9mTMBQtM2k4dL2fYXJVM+w0fe2mxMrpeTfGwsorjVyZrQHHo5/9RHmd/xynpNnODonL8oz1+Ib23rtYCklW0t2s7F4B5uKU9lVnsbfYudxU+KlTK7LI+TI72xZ8wiVh5fy1PSXWLTwHNYdWcfkma924x1pnzmjHsVB62zdq+wdCb3smjy+y1rG4aosXh/bOwtlpvoqEBr0zm3nAeudvIif/RLugclHc6+7Suaa9eRt0dBYORjk5RxYVIjBNJ+gxAUU74ohbIKe4OF6yg6bMNZLvKK16J0t4xnrJbu/qMc3QYd/8loaKnMJHtK6IIaiJb0psbdo0SL3Dz74wHfhwoUZXbG1Q2crpTy6niUsn8ZzgLFdGczaRzjwERCIxYm/LaV8VQjhA3wJRAEZwEVSytY3xRR9Ql5tNQ+sX8O+8lIGeHgyLTSiVUcLYKgtIXjoFWi0PVP9ZlnO7wz0iGJG8DgySvewumQXt298goEeUXw++ZWjX5yDh9xAcOh4PDyj2u1PCMGDowOpajS1cLTtUbTvJzLWvshQ34E4e1v6bzA1sip/PUN9Eglw8uXR7a9QWFfCIK8BXDngPKYEjUaj0XHjqPswDb+TQwe+xWxqpLwsjfq6YqJH90z5xyY8XYIoq87h/RVXMWPIHT2+nAwQ7R7O62MeI9C6l26SphY3RPampmg/bkHJJF/wUYcO1Ct8DBXZm8ha/x8GzX0DnYPtecL15WYaKiWeEVqqctwx1PgSOgYCkpxAq6O68D4cXeOozq1E5+wJQM56A6VpJobf6ITeWcvG12qRZjA1QNhYHQV711GVv5OQYfO79R4oTiCJvdaQlp3/761FLh7o4phG4B4p5VYhhDuwRQjxK/A3YIWU8lkhxAPW/lU4Xj9hY2Ee/9z4B0azmf8bO4XJIW1XNTIZ69n5zZW4+MaSONf+1XoOVKTzyLZXmB48lsv8BvPg0Dv4p86FVQUbKG+sRAjBtxk/s+jgt9yRcjNDAoa129+OojoaTZJRQbbVUW7CL3427sFDcfKKpMpQg7velQ8PLuTtA19wx6CruDL2fF4c9RChLgGtFnvQah2IG/SXCtLci37GoRcK/3u4BKDTOvLz1meJDhiFYy8UohjiYynO8EPWcn7I+pXXxz6Gq411qzuD2dTI3sV34BYwmITZtm1haPTOmI31GGpLOnS2ZpOkZL+J/K1Gyg6ZcPSqJ3jsN8Sfez0anUSra7qJ0OIedDH1lTnUVl9IfdXfgBtImOdIfZkZFz8N0izxidVSVybxH6zBLUiLW9AjmBpruvUe9BXb3mkpkxeQoisOHaMvSV/RGFR+2OTZdFzvKgxJlzkdrjxicj70c2OEV4y2InqGQ37OBoNvYarRL2yCPs8/UVdpy5gni8Qe0ELXFix7vCOBLteMlFLmAXnWx1VCiL1AKJYZ81RrswXAKpSz7TdsLizAz8mJZ8dOJsKt/R0Erc6J2JlPoO+hQhaxHpHclXg1wQ3F/LDhEaYm3cKkxOs4LWTi0TbFRakcqskhv2AbQwKG8VX6YsYFDCfctWXQSoPRzOPr8nHQCj6ZHdmhzmtz9E5eVFcXcMXPf6PawYnvpr/JOREzSfFOYIy/Zek5wTOmg17+wsmpbUF3e6LV6Jkz8hHeX3EVv6W+zpkjHuyVcQE8HdzZX5nOnvKDjPJLsXv/Gq0Dcac/ezTNxxbcA5NIufgzjHXl1JYcwsX3+K0Pk0Gi1QvSf20kZ4MRBw9BxGQ9BsNHlKWvJnT4lWh1x1cRc3QPIXLC3fgOmEFDVR46Jy/cgv5qFzv7r5Whwr0/Upm7jZgpXZ3HnHr0hsReSkpKQmNjo6a2tlZTUVGha3LuTz/9dPa8efNsuikA22a2zTP/jViWeO2SlyCEiAKGARuAQKsjBsjHsszc2jU3ADcARET0jwo1Jyvbigv4YN9unhs7mRsHp3B1QhLOuvY/MnVlGeTt/JKI0Tejc7Lvtn5ZQyX/3fcJt8RdjGPhn6zJ+pm4kKmMjbv8uLYzveKJLcti6uCryK8r4oXd7xKWHsTCaf8luzaf4vpSQlwC8Xfy4fZhfgS46G1ytFJK9lUc4rusXzg7fAbBZRl4VeQxI/EiTNJEkLM/Qc72iWztSUJ9kxg98JLjRBd6mqlBY/hpxtv4OHqRU1uAv6MPDp3cajBLM/sr0imoL2ZK4OijS8V15VnkbP2QyHG3o3fu7I2LYO9PtwGQfNGnR/s01En2fFmP2QTDrnUmeKQe7wFa9O4HMNaX4BV5E6bGK9C2Ua5TCEFQ0gWYTQZ2LbwGZ+9IEs56pdW2hrpS6isy0eha35rp7wy7vnWZvOgZDvnM4DjpKI9wbV3za0LH6EtCx7Qtw9cZ7Cmxl5qaug96Z8+2R3RthRBuwELgTillZfO9FSmlFEK0mqwmpXwbeBssQgQ9YdupTo3BwH92b2Ph4TRCXNzIr60h2sMTZ13HadmVuVspSVtG+Mjr7W7XG/s+YvGRlZhzf4OqdKYl3cqEQVcfV/zBZDIQM/AcomPnWr7snP1ZPPNd8mqLEEKw6MhvvJv2FRpjLDpdFcGuOr6c+hpVhhq+y/qFBI8YRvsPwSzNaKx9m6SJhZnL+D7zF/ZXpuOocSDRayCDY6bxavg4u99Y9AbTkm5lf85KFm1+kutnfdZqLemewMfRiypDDVevvY9k73ieHXEfek3H9/2/5Kxhed4fbC7eRYWhirH+QxnnPwxHq93VBTspS19NxJhbOm2TEIKoSf9A5+SFEAIpJdIMOifQOgi8IyzLvi5+Glz8NOz56b80VOYyJHwsOhvStDRaPRHjb8fBxR+ToQ5TY3WLdCMpJaHD/0bIsONT1xSdo7nEXtOxu+66K2TBggU+Tao/x3LBBReU33rrrREGg4H6+nrNtm3b3P7xj3/YNUG8zU+4EKK9yuVSStnlBEohhB6Lo/1USvmt9XCBECJYSpknhAgGCrvav6LrNJpMXPnbUnJqqrgkNoGbEod0OJttwlBfQeDg8/EdeFqnAk1s5WyfeMrTv8XZKDlv8hsMCBp3XJuK8sOsXHYT46f8m4CgEUeP+zv5Hs33vCDqDGJcB/P8eic8tNUM9fkTvUZHWmU6r+75kKlBYxjtP4Qv0xfz9oEvuCvxas4On8E3GT+jE1oeSL6JM0InHd2HrS7cQ86WDyzLl3YSJOgNHPQunDniIb5Y83fW7VvA5MH2u0E6sOxB3AISCRk2v83Hc4yOLMjfwL+2v8qVRSX4RI5vUa84rTKDTw79wDDfRM6NmMX64u3sKktjctAoRvmmMDZgmPXvlkGUzgO/uNn4RE9D69C1vWCPkGE0VOWz56e7oP5hpMmNxIscSbrsryXpuvJMQEPc6c9iqq/qVACgb4ylnPyBXx6iumAXQy796uhyd8Gurynct4jEuf/p0HlXNFaxp/wg4zqIRTgVOJEk9tr7Fm1tl94VuBbwBbrkbK0Rze8Be6WULzU79SNwFfCs9fcPXelf0TWqGhspqKsh1tObywYmMNDTmxRf25dDzcYGdn49H5/oqURNvBspJWbMdok6fT/taxpMjQSU7SLBNYgLx7+Al+vxuZNSSrZtfAGTsR4Pr7b3Sv2dfJkR6kN2QikzI2OI9LDktSZ6DWTVGZ9Sb7KsNMV6RHJayKSjGq7vjH8az1YCmKTJQF1ZBg2Vua3u9/VnBgZPZEjUXBxa2W/sLBU5WyjP/IPI8X/HbGpEWqtVtfX4NNwxu/vycc7vNJqdub06hudS/0dWyT7emPIitcY61hRsItJaCvO+pBtw1Di0iDB++8AXfJj2DXdXGBgeMoaYqQ916zUIrZ664lwM5RA0VAPNdhaklKQtexAJpFz0aZdvKEOGzae2OA2N1pGGqjwc3YPROXnh5Blm0yz5H5ufZV/FYRbPfKffqiz1FiaTaYst7caMGVN3+PDh3QA5OTk7W2vz5JNPFjz55JNtzmbnzJlTNWfOnKquWWqDni2ANWr4DiyO9ivgRSlll2aeQoiJwBpgJ3+pCD2EZd/2KyACyMSS+lPaXl9Kz9Y+FNfVcdXKpTjrdHw5aw7aLtTkNZsM5O34DLeAQXiGjeaNvR+zKn89X099o1v5i4uyfuWxHW8wxS+Zf498CI3QtKnNmp21irW/3c3w0f8gLvHSNvvcVlhLvLcTLnr7FKFv/j90ogqrS2lmX85KEkKndboms8lQh0bnRPbmdyjat4iUCz/p1LL6//Z/Rpx7NNOCRnHpipvRl2XxfyPuxy9yAkKjQ6tp+4atrKGCh7e+yN8cwogPGIpn+OhO2d4cY72k9KAJv0ESswEaqjNw9bMINzTWFKN1cKWhMhcpTXaRi8xL/YKs9f8h6bx3cfaJ6XCWnFGdTZRbGLvL0zBLM8neXa+7oPRse4Yu69lac1/vBi7HEiE8vLu5r1LKtbS4X2zBjO70regcZQ31NJrMBDg7MzsimumhEV1ytA1V+ZQfWU/IsPkIocEszWwr3YOngwdCCL5MX4xJmpgXecbR/TVb2FGym6d3vkWgEFwWOArHdqo1SSnZue2/eHoNIDbhguPOG80mdBot3xxK4z+b4bQoDx4cYx/5MiEEZZl/cHjV0yRf+HGH5Rv7Iwdy1/DNun9w4YQXO5V721CZx67vriN89I2EDr+akKHzO72UflP8XwUcPpvxPyqy1uEVOYHsTe9SnvUHiee+1WZ0sYuhgUdcEwlKuoD1xTtJNtTiZkNVr2NprJbs/LSe2iIzHmHO5Kb+H8X7lzBs/g9o9a7s+fEWHN2DGTTHfgVHfAfMwFBXRlX+Dnb/cBNDL/2qzbKRL+/+gM/Tf+TDic8z2E7KTYrepb092/8DzscSjJQspbS/XIiiT5BSsjwnkxe2b2aQty+vTJjGrUld3/8p3PsDOVsX4BU+Fkf3IDRCw7vjn6HeWpN2S8kuVuVvYFLgKMJcgjBJM7p2ZisAqRmLeGTnO/g5+/PhhOfwdW7fgRmlmQnTXyWvqpDvMneTU1NObm0FOTUV5NSWMy4gmnPDZ/DKJgNaoeHapLYrC3UFR/cQXP0SMDVWwwnobONCJnPxxJcZGDzZpmpKxvpKqgt34xk+Bs/wMTh7R1tmZt0sYqLRaPGOmgSAk1c4bvWD0eqcyNn6ER4hw3APSm7Rvnj/Yo5sehtDcDJ3bXqKMX5DeWX0Pzu1wlBXZmbnx/U0VksGX+KIk5eG4JRL8QwZjkbriNDoCBt5HQ6ufh131gkcXP2JGHMzlXnbcfUb2KqjbQrSG+AezqXRc4nzsD2VTNG/aHMZWQhhBhqwpPs0bySwBEj1efilWkbuPPVGI49v+ZPfcrJI9Pbln8PHMsDTq8v9Wcr+CepKD+HiG0tebRHvHPiCm+IvI6CZg8ysziHSLZQ1BZt5efd73BR/GTNDJhyN9m3CZDKwdPsLbDv0NcF+w5ky9F4G+iS0OvbO0lze3vcHhysKKWqo5d1Jl1FnMnDbuq/Ra7SEuHgS4uJJqKsnIU6hvL1NT4iblicnBFJhLOa33APcmzKjS7P5tjDUlXUh7aT/8Of+jyko38+5Y55qt93BFf+i9NBvDL9qsU37jN3B1FjDtk/Pwz9+DhHjbqe+Igtnr0ik2QRCQ315Bs7e0Xyf9SseerejUn+2kvpRHdX5ZpIuc8Ij7K+bQLOxgdSvLsc1IJGBM5+w98tqgTSbEMfcgG4r2c2zO9/i1TGP2D2dTC0j9wxdWkaWUvYvVWWFXVhXkMuqnCPcMngolw8chE5j25/ZLCWaY2YL0mxk17fX4h9/FkHJFwGWYKYlOau4Pu6SFm0j3UIBcNY6otPoeXDrC3xwcCE3J1zOpICRCCEorc7n2z8f4NuaXAYFTODhyS+jaSUlpN5o4M29a/j80Bb8ndyIMJcS25COq6wnzjeCxaffhJ+TGxohqDGYqDVI/F10+OormRruhotew3v7U/kmfTsl9TU8OXIOjtpOFVNrlZJDv3Fg2f0MueRLXHxOzBmIyWxgZ+YSBoXNJD50aotzhvpyMn7/P0KGXUn4mFsITrmkxx0tgNbBlWGXf4/ETHnmWvYtvotBZ7/OkY3/w3fAzKOlDc+NsNSozqjOZk/5QWaHTW2nV2ioNOPooSH+XEeMDeDqf8z/gtDgEToC76j2BSzswbGOFmB53joazQbqekAGUNH7KId6ilBUV0tRXS3TQyP4fNZZXBU/uENHW28ysOTIbm5Y8znjf3yJ3WUtU9RMhjoc3YPRW5dNs2vy+eHIcs6LOI1gl+PvxE1mAwOcvPls8ovcE3cxJbX5fHroe7an/8BT35/NRT+lsbR0CtUOXkyIntOqo5VSsiJ3P58d2sL50UP5fNp8Lnep5Pr4sQzwG4CTVk+AszsaISisNXDdsiM8tDYXKSWzYzyOBkVdGz+Ou5OnszIvjTv/XEi1oftfaB7BQwkd/je0PZD21FuMi59PgOdAlm599qjQvJQSQ10ZIKjM205N8X4c3QJw9W99xaEn0Dq4oHNwwy0ohYixt+IWMBhn7xgc3YOOa/t+2tc8tu1V1hVubbO/kv1GNr1eR+FOI44emuMdLZbc2JgpD+IdOcGur6U96oz1vLnvUxpMjdyZ+Dc+mvQC0e5tl0ZVnDh0/3Ze0e/Jqq7k72t/w8/JmXemnEaUu2e77Q9WFPFdxg6WZu+hytBAmKsXlw0YQaJXEL/m7GOUfySupnoaqvKJO/3Zo9e9l/YVWqHhmoEXUFlbQGrGIspqciivyaa8JpeK2nykNHPHnJ9J1Lswqfowl4/5F8JQwW6nARgbXLlq6GQmRc3jq32N/KmvYWywC0IIjGYTL6SuINTViytiRxHj4Uecuy8ajY6J0/7Pupz9F2Yp8XHSEevlyPlxnq3u4V06YAReDs48vnUpN6/9klfHz8PH0bXL77PexYfwMTdTlbcdB1e/Tkf19gdalHLc+QZnDn+AjDX/R3nWOlIu/pxhl3/bpxWO9E6ehI6w1NmJndG6gtADyTeRVpnJA1ue5/0JzxHrEdnifP52Awd+bMQtWINXTO8oH9nCkZo87t30bw5VZZHkHc+kwJHoNT0j5HGyoNVqRwwcOLCu6fn5559f+swzz+SDRWIvPDw85ZlnnjnSXPUnNDQ0efPmzXuDg4OPig088sgjgV9//bUvgMlkEocPH3bKzc3dHhgYaDctSuVsT3L2lZVy57rfkBLuGTKyzcCRGkMjfxQcYlZoAt9npvJdZirTQ+I4NzKF4X7haISguL6ax7cu5fyoIZxfsZ38nV8y/MrFRwNHkr3jCXcNxkPrxHsr51NSlYGbkx9eriGE+Q4hKWI23q4hOOicSY48i5Sos9FotBypbGDOwHw+PfxfovzvxUHjxvKsLJamV/Hl2ZHk1ZYR6eZNRWM97g71CCGI0MOKpdei0zszefor6KwRsEaz5K0dJZTWG/nn2ECenNi+gPeZ4Yl4ODjxyOZFHK4swce/684WoPTwSg78fB+J5/wPz7BR3eqrPWqK9uPsE0POlg/wjZ1p12Xr5qUcB4edhk/MNBzdg9FoHVpd7uxvuOiceXn0w1y15h/cvekZFk5746jTyt9u4MAPjXhFa0i82AmdY/9I1fq9YBOPbH0ZrdDw+pjHVMEKG7GXxF7zHNvPPvvM87XXXgu0p6MF5WxPakrq67hlzXLc9XpemziDSPeWMW1SSnaX5fF95k5+yd5LnclAuJs3V8eN5bqE8Xg5tEzh8HNy491JlxHp5s3OwhAyncIZa3W0jSYD50eeDkBdYyU+7hHMHvEQUQHtx2Bsya/lrlU5PDpuOj/NnIMGDUIIPpsdyb6yKv69/WeWpRtJ8UziwdGnE+XpSEHeJtatfgCTsYExkx4/6mgBqg1mlmdVMSHEFbMErQ3fpRMCY/hh1g246h15eedvnB2ZTKxH1wJSvCInMHDW07gFJnXpeltoqC5g17dX4xt7GuWZ6wCJy+gb7TrGlME3s+vgd3y3+nZuPW9FmzcODYZqyqpzKK/JoawmhxEDLuBQ/joO5P7O9OTbcO9EYE/ZIRPOvgInr+6vCAQ5+/Py6IcpaahAJ3RUZptwDdTgPUBLyGgdMbMc0Oj6h6MFSzBUqEsgL4x6gBAX+6Sknep0RmKvOZ9//rnPhRde2G6Nh66gnO1JitFsxtfJmTuShzM2MIRAl5a5h79k7+WDA+s5WFmMs1bPaWEJnBOZQoJnYLtpE/GeARxa8Rhf66NZVVZMuv5X5kXFceOfD/PsiH/gVJuNv0cMl0x8pUMbi2qNPLYunzB3PeNDXFtEBa8tSOPZHb9S0VjH2IBpHCoBB62G0uL9fP/Lvwj38GTiGS/i4RUNwJ6SetIrGjgrxpMPz4jA00ZN2ibcHZworKvi15z9/JS1i5fHzmOIb2in+gCL4pFnxDiK9v2Ef8LZnco5lcZGhK79PGRDXRmOboFET3kQ78iJRIy9Fb2LHxU5m3EPTO5wiVcaTQhdx++Nk4MbkyPn8WfOEoqq0qlrqCDUN5mSqgzW7fuI8hqLg61rrGhxXUzgWJz0bqQXrMdh2H3sy/6NsupsUqLOxrUVVaOyQyYaKs0EDtGx//sGDLWSsfe4oHMCKUFjy91SGwzyjEUIwZZFRdRscSHuHAeChuqJPbNnl8ENxvo2C680xyzNfH74J86PPJ1bE+ZzY/ylOGlPTBECgLp/lbdaZcP5X177Db/U+RrXNRyXO6Ub71isP825pO5f5fGtPe5oTHtJ7DVRVVWl+f333z3ffffdrI7adhblbE9Cfkg/yJeH9vHmpFmcEx3b4lxxfTW+jq4U1VfjoNHx4NDTOC00ATe9bf/khtoSqgv3cNeQYYT7RvPxwU2sLzyAUWqJdg3hy02PEOgVz4Xj/6/dfoxmyWPr8qgzmnltRujRwKXyhlqeS13O8pz9xHkG8Nq4C4j3CqSuoQYhq9lUH8rHDi9zeqALw/WBeADVjSbuWpmDt5OWWZHunXa0TQQ4u/PupMu4fd3X3LruK54bdQ4Tgjq/PFtbkkb678/h6j/ouLzQtqhf9yn1q97G7eq30AW3HnhUV57Frm/+RsS42wgcfH6z40fY88MthI24hvAxN7U5hjkzl8Y3v0Q3bTS609sO+inav4S6sgxGjrmL4SP/TnrBRj5fczt/m/4BZrORgvL9eLmGEOKTiJdrCF6uYXi7huDlFoazg2X15O9nLUaj0XG4YD1bDn3Db7veID5kGsNiziUmcAwgOPKHgYzfDLgFaggcomPodU5UZJrRuwhK04zs/76BqBkOBA/v3L6loU5ycGkDpgZIutSJQ/67+D0ilXO8RhNE59KCOsvhgg18uvpmzhv7DLFBEzhcsIGogJG4OHod1/aDtG/47/5PcdE5c17kaejo/0v0/Q17Sew18cUXX3iOGDGi2t5LyGBjucb+isqzPR4pJff8uQqzlPx7zOQWIgJlDbVctvJDZocP5pbESZ3OLzUZ6jCbGtHqXRAaLUJoWJGznye2LcVBo+XJ4aeR4h2AQIOzY/tBWKV1Ru5Zncsl8V6cHu1Bfm0l5Y11+Dm5csXKj7g4ZjjzB45Cp9FSWZHB2t/uwcnFj6GT/8One8v4Nq0CM5Lbh/lzQZwXG/JqSPBx6rKjbWFbQw13rFtIWmUhjw4/k9nhgzt1vZSSiuwNeIWPJW/HZ0f3PNvDXF1C5fOnITwCcL9hARqPgJZ9mo1IKclc9wrBQy7HyaNlbeiSQ7/hFTEOKU2t1uyVNXU0vPghVNaA2Yz+srPQjmz9dR3+/TnqSg8x6Oz/oNHqqWuspLA8jSDvBBz1nd/TLqo4zLb070jNWExdYznejjGkFD4FueH4D9YSN9cRrUPLGWzV/7d33uFxVFfjfu/Mdq3KqvdmS7JsuUhu4Eo1HUwNJWBaSMIHJOQj5UcSUklCIAkQQvjAEFpCQgklpthgDLZxr3IvKlbvfevszP39sesW22CM5QLzPs88O3Pn7sw9084t557TpFO/WCOlzELKcAt1C0PY4wXJwy2o1gNbu6EBSet6jdSRFmxuwZonA8TnKQw5N9JT8HHrCqanTeDj1hU0eFu4IPs0PPZ4/lXzNpqxx06GYfGFjEseycqOSrb11jA9fcIBMZD/Gyklm+rn4Q92M27o1/h40xNUFF5GY9dGXl3yfUCQnlBCQdoECtImkOYpI8YWS7/m5YPmJVyae/Yxd/P5ZZln63K5yn0+39r/Th8xYkRpe3u71Wq1SoiE2FuzZs2mkSNHBg9mILWbs88+e8jll1/e/a1vfeuIupE/bZ6tqWy/JBhSMq++lhk5+YR0HVURWPcxZtEMHYtQeHbHcqamDzmiMcm6pY/Ruvl1xlz3b6yOiDJ9fOuLpNtzeXLjYsYpO/npOY9jU+2f+vHo9IdRVY0VrXWs7tzFyvZd1Ht7GOHJ4NnpXycQ1nBY9rZmGnYtYOXSX3PqtN+QnjkRgDafxrMbu1jW7OOF8/OIOUp+jnczoAX5/vI3COgas6dde2RuLAfaWP/SFaSPuvqQYd+0quUoCRmoSbnoLTvon30zalIu7ltmI6Jj5oG+Rrb8504KT7uX+KxDfx99XTVseuMbFEz9AclFM/akS0OizX4NY8cubP9zNeG3F2LUNmH79tdQCvdOKwn0NuDv2UVC7iQMPfi5ArAfDmE9xLbGBazfNo+kld/EWdrC5IsnUdW6hCHpp6IewvJWGpLVT/jxtUtUO6SNspA53oozSdBdpdO8JkzXdh1pQPHFNtLLrYf0gvW9FffzcesKXpr2MMXxBUx79xq8Yd+e/dcWXMT/lt3Kgxuf4p81c/jD+Hs5LX0iC1tXMjm14oDAGv3+dt5Z/Ru2N31MbkoFN5z25B4rdN3QaOraTE3rCmrbVlDfuZ6AYbDMnkKxI4GHTnsCEfX1fSjZB4svs7KtrKy0X3zxxUW1tbUbd6fdfffdmaqqyoceeqj5UMq2s7NTLSwsHFlfX18ZFxe3//SGw8RUtl9SpGFg9DQhEzL59ZplvFtXw+8mTuX0rNz98nUEBrj9k5eZVTSBC3KP3HDH27mD3rple5wIVPfXceVHd3KOpwR703zOL/8Bb/fFEjJ0flJ+Dq59xh/Dhs7K9jqEdHHf4n76qES3VBFjsVGelMP4lFwmpObtqQQYhs6m9U+RV3gecfF5aKEBrAdpsemGRD2MoO9HQlAPE9A1ekMBfrpqDg9NvJRtva3M3rb0gLyT0wr4xrDJ3LPsdTqCXqyKwpUF5Ux1u3HEZdBVvYBAXxOZ5TfsUQK7laslZyTuWY8DoG1bhPcf38M6bBqurz2IUBRC3na2z7uXgmk/ICbp0H5xDT1E9Ue/IWvsTTgT9k53Cb+/lPC7i7BccTaWSeVIr5/Qoy8ifQFs370eJSkBiIR+621YQcXX3zriMHWfRvvmMNqAJHOClc6eBhyOGJq7N/PSoju5ctJDDMs+45D/lVLSu8ugZY1G+2adoefZSBttYdkffQgBaWOspJdbcCUfvFIkdZ3w+0vxd3Ygy0uIKSnColoY0Hz75bMqFuyqjaAeojvo5ZFNi0iwCV6um01Z/BRuKbqUrJgEMp1xbKt/h3nr/4huaJxWdjsTi65F+RRrbS3sZ2HdXH6x5UXOtMdy35nPML/yYdbV/Ie7L557TBXul0XZ/vfUn90h9vx+v/L444837k5fvny585prrimsrq7elJWVNVLTNPHfIfYeffTRpHnz5sXPmTOn+kjLYyrbk4iAHsahWugLBfGGNeJtdlwWK50BPyFj7zCCVfPjmPMbOpu28/DE77Cko53bikq4uWzsfjX6npCfby3+J43eXh6bdAWjkz7/BHkpJY2rZpNcfB6O+Oz90l/d/g82VD7MmOyzmDnxfl7YuZLHNy8iPzaJO0ZMY2tPK3nuRKZnDOWMtx9leuoEqjqymZbfwZSMDEZ40g/wkxwM9LBk4b20Ni1jZPntjBh96xFcyaPHK9VrWdRSxX0V51LV18Hfdx74zI1PyeX6ogn8fPU7dAV9tPj7qOnvZHr6UH44+mx6l/4Rf3cNI2Y+iVAsyIEO+p+cBVISe9vzKPv0NASX/oPg8n9hv/YP1Kx8nILpP8QWk3rYXY0hXyfVC35N/tTvY23V0J54GaV8GNbrLtxzDKO9i9AjLyLcLix3Xk1YerHY4wj01BGTcuTRZA6GNCQ18zUalmjE5SqMnuVARCtIhhFmZ8snDEmbxIodL2G3uqkYctmnHk/zSxQLqFbBQIuOK0X5VEMq2TdA6Pm3kNUN4LBBIASeOCwTR6FOGIlIONALVtjQUYTCfavfpjQhjQT7APevXYNm7G3w2KUfjwX+OuU6enFR1ddBpiuePHciKc79K4a1Aw10BnoYm1yGL+zHFQ1pWNO6gtae7Uwsvo43V9xHYfopjMw9f9C7lb8syvZEw1S2Jwkvbt9M3UA/91ZM5K+b1vHstk38Ytwkzs0t4BsfzaWya+9zXRFo5bfb/8m8qd/lj72S7wSquaBrA+4bHtsz3jegBbn9k5ep6mvnT6dezoSUvEOd+qB07JgHQNKQM1j1txlkVdxIZvkNANQNNBEI9TBn8XdwWGO55awX9oznLW+r5cer5tAb8iOAKwvK+f7os1jc3Mi4lFSsiuWQrdGuzi0s/vAeAv4Oxp7yI4YUX/p5L+MJQdgweKlqFf+35RNGJWXyl0lXoWteNF8nO9//KRmdQSztDbhvffoAgygpJYT8DPRUs+2d71Fy7oPEZow+7HP7u2vZ/Oa3KZx4D86XtiBinNi+ez3Cvr+ls7GzjtD/vUxj/g66HFWMufaVo+7XWfNJtrwaoKfGIGOchSHnHHzKjZQG/1z8XXY2L+b0sv9hcunNR0XhGLWNhJ59E/wBrFedgzK6BGPDDvTllRjbd4EQKKWFqKeMQikdglAVqvs6+N/lr3PvmBmMj74zUkq6Qz4qO2v5/so/YsdGaWwJTkcWj5x6BY9tXsjzO1bsOW95UjYz80ZxRlYx1f213Ln8l7gtLl49/S9YD+aCNNTPS4vuoqFzPUMzpnDB2B8TN4hTgExlOzgccYg9k2PHq1Xb+fPGtVw1pAQpJadl5pAdE0tZYsRaflZJGd3BAOGGTYTWvkmy0HHf9H9MTBzCbC1ESU813n/Mo3/2zbhv+AuhhAzuXvYa23vbeGjizM9UtIauoahWGlc/Q8jbQcG0H9C68VUQkFw0g5LzHiI2fe8H/6GNT7G2Yx3naV6+Pv0J7NYYDEPHMEJMTM3nkeEj2dCylTGpQxlWeCavVW7iz5tVvl+wlEJXxA1gyYivo+shdm59GYDCopkE/BG7hDPPe5qklKM7V1UGghhV9RAIoYwuRlgG7/G3KArXF01gekYRujRoCwzwxw0f8o2UNLTOWmSrF+cVDxzU8ljXvDStfZ7M0sso0rNx+A90JRnSw3zSWo3bamdccu5+isnpyWfMNf9Ge+o12q2byLz+5wcoWgBlaC7qFWeT9O9ebKWpWBwJB+SpG+im2dfLxNT8I7sQAkJeuWfazSGzCYWrJv+B/6z8BQs2/gVfsJuzx3zviL1wSSnRl6wj/MZ8REIc1tu+jpIZqYSq5aWo5aUYnT3oyyvRV2zAeKYK4mLYMjafe0QVVtVC/D7zzLu9Dcxf/wgXjPsxPxpxHn+tepP1voXclHk5mhHm26VTuDR/NE2+XjZ1N/OfXRv42Zp3qOqv41+1L+C2ePjzxB8fVNECOGyxzDp9Nqt2vsyHG/7ME3Ov5KxR36G88LKTNkayyf6YyvYE4O1d1Ty4fiVT07P4zsgKhBCUepIo9eyNmjMlIwu9s57+D36Nml1GzNceRIlNYY8KTUzGfdP/4X3hTgaevoWWy++ntr+LX4+7kCnpQw44p6758XVVEZtWRu0nf6K7ZiHlX38dLdCL5otMbys+9wEsUUOouMwKpJQEg72sbFrKJ+1rGK71MCJhFJuX/4EV/Y34vM0UD7+OMeO+Q6BlKWx9ma7ADCg8k6bOetJ0Pz1bHmA9ke7w4tJrCGs+1q9+FICsnOlkZk/mgkv/jXoUXALKcBijtgljxy6MHbuQdc1gRHty3onDcs5k1HEjEIcZjOFIyHVHWoqftFSzrrMBx4hpxI25HafmZ9vGZ0j07yJ73C37/ae3bhlNa58jPn00wt+P758/wH3bs6jJ+QD8bdsy/l61it5QZKiqPCmb24dPZcw+QwTGvOX0tqyiIWMFrsAmkjiwldRV8zFNjc9ROOlyUj7ehP7xKiynRZxXtPj6eHrbUv5Tt4H7ys8jENaoHehiWMLhtbaaV2uEA5KcyTbGftO5p9v401AVK5dM+CUuWwLLd/wDX6iHi8b/7HOPZcqQhvbqPIxVm1BKCyPd564Djb2UpASU86dhOWcKxpYqlqxexr2hzSSFJH/qzyS3uhN9RDwhgmjhAHUda2nrreLyoVdwZu4M/rjpaeY0LOCGoZcSo7rIjkkgOyaBCSl53Fg0kSWtVdy37le4Lfl0+j2EDRudAS8O1UqM9SCVH0VlQvE1FGVOZc6qX/L26vvZVD+PC8f9FI/b9I98smN2Ix9nDCn55sL3cagqD516Gnb1QAMLw9eLcEYCsWtVK7DklSMsB/8ABdtqeGbOg1zWshnnrL8Sl1W63/6BzmrcSYWsWDibXVvf59JZz9DbsBxf5w6yx92C2KfmHQr1096yhtbmFYwaewcAr744mZdjU+hxJfLoyNtoXPsUQqjEuDNxx2aTljGB9MyJaJoXgULAEOhYibUahHVtv8hBqhr5AOp6ILpt/0L+hKVhIBtbMbbXRRRsTQNoYVAEIicDpSgPpSgXwjrh9xYj61sQaUlYzp2CMqp40FsQvs56HInZ3LboJVQBs0K1lA6ZRnz2eHTNh2qLoav6I5KLZhDoa8IRl4ne3cjAk7NYHZ/F+2Mu5v6JlzF76xKq+zu4OG8Ujd4ent62FM3QmXPONxEIrFtr0Z55HXXSGAJTMohNH4m/px7Nm4krScHiEGx5LUB/Ux+ujF9RNOMBNv6lF7u3hfQrrbzeGcC9KhkJeOxOkuxuNpdv4YmWj3m04zYs+t5nJKXMQs4kK/VLNNo3hik824YzWbDyz37i81TKrv10y/SDIaXkky3PsGDjXxiaMYUrTn0Aq+XwnIMYnT1oz76BbGrDMmMy6tmTDkvRv9+4lftWvU2By8ODRg6+jYvZJarZkdREnD2ZrxX+BGNIBrak/f0y9IUGiLO5eWbHK/RpA3yr5Focqp02fyepziQ29ewg3uKhsquV83NH8Lt183infjNnZw1jZv4oyjwZB70+UkrWVv+b99c/TGn2mVw84eeHFWf4cDG7kQcHsxv5BKWuv48cdywPTzodRQjsqkpPyE+81bHnpQrXb8D7z+9jP+UaHFNnYR0y4ZDH06XBL3Zt5P3EAgrThjAjfa/lqiElLyxdxdyqNh6d3slH6mm8GTsdV0OIC4acQXzB6UgMBNDVsZnVy35HV+dmpDRQVTt5mWeSlFNB5uibaKufx0VJIyjLPp2y7NMPWharNQYpJX9Y2srGDj8vnJ+Hw3rwCoLlMD+kB8No78LYviuy7KwDf0Rxi/Rk1FNGoxTlogzJRTj3bykrwwowNuwg/O4itOfeRGSnYTl/GkpJ/qAo3XDtGkLP3Y56yU+5OG8kf9qwgB9IJ98O25m4+E/07lpE2ohLqV/+V5wJucSkDGNrTytv1m3m1it/R/ec37OtcSttA13cVrq/Q4qLcsvY2deOTbVw7fvPkN/Qy60FSQy95AxirRbat37ItrdqMQJXkX2KlezJfQT76nAlDWfYRY8ghMCeC7KulSt2vEtKMJ1r46aT6/ZgjwaDvzB/BKkZTmJXWKnp7iLB5iTO5mR3B4TFDrZYgWIFe6zCmFucxKSII7qWQgimDL8Fl93D/A2P0u1tIjV+/94ZKSV+XdvP4l3fWoP2wn8AifWWy1GHH9ijczAMKTFC3RQ6Vc6yruGFztloOQEECulGBsMbMtFWvINAEExNjFba8lCG5hLnihhCdQS7ebPuAy7PO5e5jYt4dudrPDf1QUYkRN7BbHdESV+UN5KwNJjXsJW36jYwJC6ZS/JGcVFu2X6OZYQQVAy5nCEZk7GqDuo71vFh5Z+Zecr9xLsOjHRkcuJjKtvjxMq2Fr63ZAF3jazgyiElbOxq4vEti1jZXkeKw81l+aO5vq+RtnmPEB+TiLXo0z3fGFJy/9q5vN+4lbtGTOecoohSDtasomb5Y3hGXsoqfzmeeInwlPDt9BiGpPQzJTuW9o7tzJrfT7bcwrdPn0mRKx50g5KkC0npSiKhSqKu/YBgViVjxo/hDk8tp5Vc+5ky6hIkcEFhPA7L0euqlcEQ+tot6MsqI13DAJ441JFFe1qvIu7Tw9wJIVBHFaOUDcVYvZnw3E/QnnwFUZiN9YJpKAVHr9tO76zD+9I9KJ5MrCVTudgZx6mpBfx2/Twe3vgRpe4kbi+9gqyKGxDJpbw74OeNjc+xrbcNu2Jh2sSZnD/9Js547Se4cktg/BX7Hd9hsVKWmEkgEGBqY5CX4w0+Suzmwg0fcF3MJDrmTcTwTyS9QiFnmoWObR8Q1B6n5NIXCauZvFKzloYRPfzookl844WPGdffS/G3PAdY6Z7PCAYygvxowRyafb1cVVjB/wyfCkDGWCsZY/dWptxpX/x+Vwy5jNKcs7CqDt5d8zsmD7uZOFcqLb4+7l83l2VttRFDpNxRTNvWhWXuUkR6CtabZqIkH9rQa3cLsaZ1JY9ueI+4hAqm2Woo6XmeQFwhYwpmUpA2gbyUsThssUhDIpvbIr0l2+vQV25E/2QtCBDZ6ShFefxv0QxunHIJqTFpWBULZ2ScSm5M5gHnHuHJYIQng7vLzmBe4xbeqK3kkY0fcXZWCas76lnf2cD4lDzKk7JxWKx7FGt9Rw8h3Y/TGkdnfx2emMyDhqA0OXExu5EHCSPgI/TuC0i7iqVkJIonCyU+DaFaWd/Zxl2LPyQrxs3vT5nKwxs/5OOWnSTYnFyWP5r6/k6GNG5k5ro3uLL8CjwxiYxPK2BCci5jU3L3M9yAyMfjocr5vFyzlm+UTOK20smEvO30tmziP6uaqfT6uTt+DckXPYJD1dlV/S6N9Qvp6d7BBZe+Tkt3C7+dv4BNejlBbOSGvNxTtYoRA13gdkUUWHoSzzc8Q7cfbqkvwTVyOJZTRiMKsva2wg1Jqy9M04BGm0/jnPw4VBFRuP8deP7zIqVE1rWgL1uPvm4LBDVEWlLEinTEUERSwmG1oqp7B1jf0cO0rBSSHHtbEjKsoy+vJDxvCfR7UUoLsZw/FSXri1mEGr5eBp66CenvwX3bc6iJOfvJNK9xKw9Wzufm4lNwWWw8tGE+QT1MUVwKM/NHcW52JCoRgFa9Ekv+2EOOMWuvzkNfso7+G87nBaWNV2vXMb11NGf1VTD2sjiEdTXVH/+O0V97CZ+3nfe62nl621I6Al4mpxXy4MSZqM2dhB77OyIlEdv/XIPsVNCrw1hOsSOiVsS+cIi/bFrIyzVryXTF8+Pycz63pfuea2BIZFMrRk0j2KyIpASUxHhIiN0jZ0vPdp778BYuHPcTHAljuXnhi0gJF+aWsay1mnpfL3ftlFyaPozGc8dRknygkuv3t1PTupyatpXUtq1k1hl/4zdr/sOCjm7OzRzCPSOmoChiv8AJPcEQHzW2k+iwUZHiwW2NKDcZ1pF1zRg7dqHv2IXc1QS6AaqKkp+JKMgGq3rYrfpmI0CGI5anaebZ7u2EpYFFKIxMzGR8Sh7n5ZSSHeOJxBXWAzz+7qW4HUnccPpsbEfYK/Rl6UY+0ULsmVN/jiFSNwjNew3/0seAgf322cZfQ+O0W/jmR3OJ1QPcGBPkvIw87mhrYGJaIdeUTMZts+N745eE1rwJ07/BnNwKVnXUs7azHl9YQwAjEzN5auq1tPn7ibc5eL9xG79a+x7XDR3HHcUTsdhc7Jz/M5qrl/Bw6hMM8ddwz5afoFWcxhptE96BRlwx6aS5RlCmnY6lqg3Z2IZfUfk4NY93M4fy0wyd9GE5/KlJMj3bjUtbxPdW/4mQms4rga8Ru3Y7b8RnsTMpjXuGOhgYWcqlH7TssT8CuHhIHD+c8MWUlfT60ddsjrRim9vBZkUdMwz1lFGIvMzD/qDV9HmJs1mo6/fx7Y9W88LZE/FqYV6rauDO0UUkOeyoQiBDGvqiNYQ/XA7+AMqYYZEx3dTEz1/2sIb3hTsI163HfeNfseQdPGxaT9BHrM3B5u4W3tq1gZn5oxiekH5I2bTqFcjAALbhe51A6Ks3of39bdTTJ9BfOoW6hRopMzX+VrOUcZ5cpucO4dnK9yjb8BTd47/L0w1VNPl6GZOUxe2l0yhP3tuS1zftJDT7HdSRORi+MzEadZy/ScDYGUbJsyCirhXXdjTw67XvUeft5pdjL+C8nOEHlPWAayIlsr17j9GasbMOfIEDM6oKIiEuUolKjGdnfJgGtxO7soFPlExuKDubjD6N4LOvszbcS8m0qawqjOcnq+cwPCGdC3OGMdTSQ0vnampaV9DZXwuA0xZPdsp4VooKFrbVc8PQCdwxYtre+cdSIoD36lq4f+VmwtHvowKUJsZxw7B8pmelEtINbGqkMiCDIYzqhr2GeE1tkRrmEeBXoDIeVqdaWZ0AO2xhHrSWkJWQzGOBam4vnkTA2EFT9wbOLb/nyE7Cl0fZHspdI8ADDzyQ8vLLLycqisLKlSu37U7/NHeNsDfE3rJly7bvmz5nzpzYv/3tb0mvvfZa7aHKY47ZHgOMsI6+YhnGwi3o7XUocbHYp34XxZqItmoZRnMNLOrA0TGficnQ07+Nx3UHY5c9yS+RrEyFNzYl4ktMQdpCyHEZiPACqF7At0Z8k7RRU3j043uxJZ+OsCbw1LyrmRscyoC0MdO+hSnWJGw1i3hkQyvBtN/iib0GkbWBHw6rI1FqvGZxYfTOw29VcNjisHgDNA2sZq1YzZS46WSXTeDl0FNMGz2GM1Oy+MfCO+hbn8S7fbexrLaVccovyFG/yVbvZNacmsaMS85i4Ts11HvDVH3wMYGPVzG5qJyYlDjOH5XPwuZmqvsaMWQqXYEQ8XYr1sO0+pVSYlTVoy+rxKjcBmE9MqZ6xQzUilKE4/AtlZu8fp7eXM27tc1cNjSbe8qH8dI5p5IX62J+QysbOntxWy28urOef+2oZ1yqh/FFeVSMLSVu6Xr0j1cRqtyGUlqIUpSPUpyHSEs6LCVv9Lehd9XjmnnfHkUrpSQcANUKikXQsFTD36lS1x3ECHu4efQZZHgObX0rpSTw0Wz0ho0oNz+JJbsMo6UD7ZV56PkF7NJPofXvQZxJAo/h5idjI2EPFzRt55m6bTx1wV9Z27KTWKudh0+9nEmpBfvJYvQYhFenY/RcA+veRJ1cie3qU8EnCfy+F8tkB/Yb3UhDUp6czd/PmMULO1YyNX0Iq9vr8OvaAdbvsrcfY0cdelQZ0dMf2ZEQizpiaKTnZEhOxMCtswfZ2Rv57erF6OyGDa08m+NnXQLMCM7Bp8bwzLpe6q3JDEtIYMIp03COHEp5oJuLkiys8/fz+w0foUqNHNnI1IQ8ziqYSX7aBOLc+fxgxVusaNvFd0acxteL9oYO3Nk7wA8+Wc9944czPDGOy4dmc2F+Jv1amFWtXaxs60KXklZfgKveXcJ9E0YwOTOZKq+fYcMKsJZGglZI3YiELPo8BILIzl6sXT1M7uxlUlT+3p5u7F3b2OTeSl0RWD58laZYwfP5Cmf1rcIy/Qvpyy81Zoi9LxmGYaAteJ3Aoqcg7Mce+3XsN16Ps+wXDAQ66OiroSermPUNVv7TYdDIDu7b2kKezOEf+f+m6axrGR4/nK1bfkG8zUaCMwXlv6Y62K0x2FQbpfEJjM8rIjW+mLd9HzLJZhAwArgDBuNsA3SJ8SzwTqW7NYsZdjsl7lzqNvyZ7d21OJ052IKShGAviuJCxCcj3C5EjJOY4nOxxhfjWf0BDrsbRVjwuLPxALfG/R2v5qRXncwNeWcxtz6EVdXow0Gvqxsvfm4ZUxwtqZeYzl5+MHsxO8YMIxAXC21d/G5jFc3BEC+MLWVFdx/xVgtFMc4Du5YNA2NLNfrySmR7NzjsqBNHoU4chZL9+VrInYEgf9tSwxtVjShCcHVxLjcMywegIC7ifOPsnHTOyo6EFMx2uxga7+bDhjbeqmkCYEi8m9tvu5JxG7bTuaWGhE3zEQCxMRHDq6I81KI8ROL+QRf0QBDNq+NIykL92qs0bLYQtzVM8jAL298K0bouzKhZDhLyVZpWRqbIOD0KKBEnEADV80IMtOgkFKgkFKjEZioIJWJwFHPV7xh4chbef3wP96ynCD/3AYbNzibjPAKVOjmTreSdZt3PecTpmcW8fvatZMd4KPWkc8eI6ftdf+k10N7xo831Qxgs0xwI2xCM5UswMp0oxfnYbgSRECC8NkDoRbDMAOsouMVTAl0DvLBlCZ/01HNuQjZ32HPwNPmRO+uQrdFIaS5HRLGeFbl2Itmzn6IXAFHXkQDVfR38dv087hl5FXcZKl3tXST2TePK2h6kR5CFn3/HJfDyzgaS62p588Iz6WnbyBX5ZzFy7Ez+sf0jPulwUTbsfIoTs3i/cSvnuAz8usbPKs7jwtwyfOEw9y3byJTMZM7JzaAgLgZFCPJiY7h7zF5PWhUpHm4jUolo9QW4dEg2QxPcrG/v4TuL1vKnqWPIi41hcVM7o5ITcOwzq8BttZDstFM/4MOpqgddj7VaSMjLgLz9gx6kEFHeE3v6eKWrF1nYQ09HAzMHOhExR25YOBgEHli+n+sxy4SMDsvpuZ3amzvS9a1de14SEWvT7LeXV+vVPU7tlW37+Za1XllSpxYm+IOPry20317+mW4TzRB7XxFCS98j8P7jGOFGBLEYFZcTOOs8FFcST7x3GV39u9CwUKUMY6dyOhKVobZq3BPKGbrNxZU7KshY24c9v5//nfgsalnRAbFGdc2PHhrA5vBwevKZ0NNBTNpERvVCuc3K0DN+xvp/Xs3OxNN4pWcKHofKj4t8TErRcVffxOqWP5HQNoGcviFYRpUgSpOxVJwKhob373djyRuBJehEtcZy1eQ/AJEKREHRXYQMjfLkfM596wP8YjllhbUsaA5Q6ClkenYiWW4n49I8ZMY4yYxxkuGwklbTiOjpZeaHyyPXCLgoIY4BVSX0wRIeHDOcRqeDOC1MeV8/Fb39jO3tJysQZPdnVxRkYz3rVJTRJQjb5/cX2x/SuOrdJQR0g4sKMrm5tIDUg8yzBPZ87CdnJDM5I5mwYbCtp39PSyYmNoaaaeO4MWTwwKVnktPWxWMNbcyqbiNuYx/VrjWk2jZiZSze8DBCehIaSTisjYy7O4Ogz0njiiCK1UryMEguVYlJVXAkRM479tvOg0axscUKtGqo/VADNOJyFMbc7CTQa6AHE3Bd9wgDs2+k+y+3oBnFJM28jjyrHVeKQmzmwf3zZsdEjIbs6v6vvb4xROCxfvBL1FPs2C5zoaSpSH0amred8Ovz98tvaB7kwBS0v6cQ+lcTMu4NFGszvzQKeD7Pz4uyjrnUUxTopsLTy612L9b80TgvvhOhCPS2akSs7ZC9A2FD54UdK3lq2xKcqoOOoJf7K9vw2G08Mu0UfpZcw46dv6e7ezllhgXpnkJ26nRU1Uqz+xZW+Jxcm5RJrnsCE9PsTEvP5J36zTyzbRmT0wr5RcVM3q5tZvamam4ZXkBYSnQJTovKH6aMOeRztZs0l4PvRiuYHruNX00sY0yyh7l1Lfxx3fYD8l9ckMm944Zz+4LVnJqRdND19kCQIfFuxqcmMj4tkTHJCcREx4iFqiCSEiIVkaI8KhhNxWeW8qvBsQixN2rUqGGhUEjx+XxKb2+vZbdyv//++xsuv/zyvsMt6wk3ZiuEOBd4BFCB2VLK3x0q7xcZs13buYkmXxtZMelkudJItnsOePm9gT7qe5rpwMK22mWoeogbJ9/EqwueoXvncmY2rORfWQW0xeWSVTaTpdufJ96eSNmQmci6f6IrcbzsT2ZADzPKEcu1ZTMY7d+BHhwgrexy2te+TmjbVpxVFryhaoRDZaAwjQFRR4wjgWHT7mPTh3cDUHbZbDa/+W0MI8yImU+yYtnDrA+4SMq6ivOyBB93bWFpjZ3Jvc/T3bmQrL58xteeEjUiGo06djjCvde5vN7diO+l76O3RIYyulypvFIwiRWOHJrDHgwjhtSYDt46/2p+unwp6e4gtw+fTm9II95m/cxuVKOjG1nfckB6e1hnjT/IKl+QVf4gbWGd3H47f01KpS7FT2d7LNOH5BAoFliEwGndXzFIKaE3iPSHUTLcGF1+jK1diGQn7/R3sybk42enjuTN6kYqUj3kuF3IsIbR24zR1RAJ3DDQhW38FSjuRLTti9EbD3hXUYdOwppTRufaehrW72JjbA2TvBtpqPsmmpGMRUYU2vzkBuam1nNOaw5lPTHYdD/JIR8laOyYYhCXkEBJcioiz41q+y9ZwgayK4Ds9IMqUIsTkT0BZE8QkeQEtxXNB721kfc+ZYSF7XO9tCwDY1gbjdpmcqrGYxNekm5zkZOcjPHuAxid9VgKx2MpnICaWYo4iHN8qUnCCwIo2SpKtoXg8wPYLnah5FqQuobR24rR3YjRXodetRlLWjlqUhHaroUE1jwJUiC8p6H23IAIZ0J8E7aZDkRsPzvqF7HAKlglQwR1jSdaN/LHlBL8uWP47dgL2Pm7M0kMerG44lASslASs1A8WTjOvJ3tfR38YuUcdni7yHOWEQjF8OaFU1nY2E6czcLY6Ni5Fg7Q0FlJanzRfkHp+0MavSGNzBgnN36wgooUD98ZXcT17y/H41AJhA02dPajAGflpvPLiQd6KTO8YbSPtyD9TcjaMITdKBUW1LIclKQsFNuhgw00ef1s6erD2Oe7mul2MiIxnoWNbSQ57ZH1mkY8ei/FdV52bNHpCQkqXQorrCHqHUHCdph7yXSq+gYI6gZjkuIRMqJ49Z3d0B9CLT9ye4gv+5jtYITY+1KN2QohVOAvwNlAA7BSCPGWlPLAr+EX5K36+bxVNx+wA3ZilQSuHvI10rvW8mHPFjZSTL+2fxd/jj7A1L/9ltecHXQlJtEWJ1hmzaZFyYSdK0AZBhos2bqE76puPL4WFNcIbhDbGd+9lBxZSsf2ufT31bGlaT5dresJ6X7IgjzbEJw9Xlo6t9Ll6ia7xYNn8WM8MSKLbpsg5pWZtIpi/OHruOD9HaxQqtjZMwZLSwc9XgePN/yOlHCIUV1dGIHhPJ5rJXu0j6zkFLJi2jnHZhAHaEYYq2JBi03nnbPvZXvPItJ9sTzdFp27FwqQ6PIzOtHKOY3bCK5+g58XT0D1RCw8Ew7i9u9gKMkeiE6/kEGJvl1Dtuskthmc0a5zersOTkH7HVbkY16cO6zMu6KFyYsUwmt8vDSjkfGv6ZSELAStATQC1A7NxpKiUvrRZvR0F84fn4q2oxv5YuTxOAs4TUj6OjdyyYXXEHp1G95tc9D7NyCVLqTSAUrE9aE67EyCoQR6Vu3Ct60ZBR8e+QHd4hyaxB1ktTWQ/zVoXi3pbSzndPV5YhM0AvYW1PgWEnwZiIJUEkan8a3ZHmKaBGpYAA4gIvfjjSu5bIlG/q5EDLWBkK0bp9XCjgQLSeFWEvs1RPSbLIo9qMWJhFY1Y/x7JwC6BfockDTMx8vhMN3vuml12HB44lkVHKDVaefHiW1MmFnEJYsWceeoIi6IzeDu/jyuXPEeEz74Kx+kTiI7OZWCqdeSnpmPYkB4cQDtdS+yC5TyVkTFcmyzLkKJjcP/wV8ILn4O9gl6gaKiFg1HLS+FbAck2SPW9Z4sRFwmxko72twcLOPjMdp1ipNHUVoY6ZHQpYEqFPK2L8cbDgKSX1ZcSX0owGipU+7vpry9jtzaNWwdfS13fbIILZzF/zZ+QJq1mrr4IfS/8TGnJmZiGxvxky21IBaLnYK0A+ecx9qsxEZ7Q54/eyK6lAR0gxJPLKtau1AVhW8W5XBeWCGhoQ///R8hewwIALqC9eoSCMehvzGAsCiADQgRbtxG8N15qL3XIezNSJsT3EGEQ0ekStSRsSjJWaQVppKZk4YRDmPUtWM0diBjavC9DmPrndi/kUXwRZWxiw201OsJdtxFwcAFAJRjMEuEQNpYf3Yn+i8eJ6l3NKATkGGaMh1snZTMjGaBUd39hZTtl5nKykq71+tV29raKnen3X333ZnPPfdc4kMPPdR8qP91dnaqK1asiH3ttddqBqNcJ1TLVghxKvBzKeU50e3/ByCl/O3B8h9py1bfWkPtE17SAt170iQq7QxlSVYl57TbcYb25u+X2QSEC4+oIWSNfCBtuqQlxkO/zCLV345iayNgpBPr9eBQ61HFAEb0S+q1ulifXMz4+k7sagNSSAwBihR4jUJmj7LwjW07cGmSgFWgoWOXiSxLz2N0az0JoS6CejY+4SZGrcImQ2gWQVgBWzCGgJGLVNuJEe0IKTAEdDkNtjkyKeuMxXBtx6UL7Br4rQKvSMft96AotViEF59RiKI7sTi3IoXErkkURaKFYwjpediVehS1B68dHJoFIVVeP6ec8QubyPU1olkNFF1F1cEn09HVRNxGFQpBGmOz6HGolLVFh0CiU4F6nRloyaB2t+MMaqjKACoafUoGNfHFuPVuSjqjSgcFDDv4CxHSRl1qF612KxWNsQQsOhDGIjowFBXdEmZTagbZPguZA5Wocm/ltS4umzRXCmp7IyLct0fRGdLO+uxSsgsHSF2yk5DuISAysIpW7HQSViHgUIjzQ1/GCD4pMJixeBOGAn6ngiMoCWblkjg2heb5m4kngN0GWmeAlrg4mmILSOtoIc/fTD+Z6MFEapNa6HQLpu9yUJlkZV6ehVsrHexMamJOVgf3VmaA0FBECL+eB0LDo27d7zk27LkERQpKoBoVP+vyhrGj0MGVH64j7JCozgB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+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "pivot = df.loc[df.year_from < 2022].groupby([\"year_from\", \"eal\"], as_index=False).size().rename(columns={\"size\": \"frequency\"}).pivot(\"year_from\", \"eal\", \"frequency\").fillna(0)\n",
+    "sns.lineplot(data=pivot)\n",
+    "plt.xlabel(\"Year of certification\")\n",
+    "plt.ylabel(\"Number of issued certificates\")\n",
+    "plt.legend(title=\"Security level\")\n",
+    "plt.title(\"Security level prevalence in time\")\n",
+    "plt.legend(bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0.)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Average security level over time\n",
+    "\n",
+    "- Quantify security level as number from 0 (EAL1) to 13 (EAL7+)\n",
+    "- Show three plots:\n",
+    "    1. lineplot of average security level over time\n",
+    "    2. scatter plot of average security level over time, where size of dot is weighted by the number of certificates issued in the given year\n",
+    "    3. Show fitted line plot of average security level over time\n",
+    "- Year 1999 is a clear outlier, print its certificates "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 864x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "                                                               name  \\\n",
+      "dgst                                                                  \n",
+      "ed0b7793ac82822e              DragonFly Companion, V3.02, Build 129   \n",
+      "b4da176e90013e7c                ConSeal Private Desktop Version 1.4   \n",
+      "cf17802c4a3a9b46                           VCS Firewall Version 3.0   \n",
+      "b7e41112ca4365db                    SecureDoc Disk Encryption v 2.0   \n",
+      "edf5e07d81d2a821                             TrueDelete Version 4.0   \n",
+      "f06c9e51d8958828          Philips Smart Card Controller P8WE5032V0B   \n",
+      "4b115ca54a6c9b24  'Mondex Purse 2' electronic purse version 0203...   \n",
+      "bc2cec6771b2db7a  B4/B0' V2 bank application of the MONEO/CB hyb...   \n",
+      "4abdd835c7f81232  Javacard/VOP GemXpresso 211 platform (Philips ...   \n",
+      "175fb27ed3f07cc5  MONEO electronic wallet card carrier (ST19SF16...   \n",
+      "950f88c6036241af  Entrust/Admin & Entrust/Authority from Entrust...   \n",
+      "0c76c4cdbb8ee42d     B1/EST-X Version 2.0.1 with AIX, Version 4.3.1   \n",
+      "\n",
+      "                                                           category    eal  \n",
+      "dgst                                                                        \n",
+      "ed0b7793ac82822e            Boundary Protection Devices and Systems   EAL2  \n",
+      "b4da176e90013e7c            Boundary Protection Devices and Systems   EAL1  \n",
+      "cf17802c4a3a9b46            Boundary Protection Devices and Systems   EAL1  \n",
+      "b7e41112ca4365db                                    Data Protection   EAL1  \n",
+      "edf5e07d81d2a821                                    Data Protection   EAL1  \n",
+      "f06c9e51d8958828  ICs, Smart Cards and Smart Card-Related Device...   EAL3  \n",
+      "4b115ca54a6c9b24  ICs, Smart Cards and Smart Card-Related Device...  EAL1+  \n",
+      "bc2cec6771b2db7a  ICs, Smart Cards and Smart Card-Related Device...  EAL1+  \n",
+      "4abdd835c7f81232  ICs, Smart Cards and Smart Card-Related Device...  EAL1+  \n",
+      "175fb27ed3f07cc5  ICs, Smart Cards and Smart Card-Related Device...  EAL1+  \n",
+      "950f88c6036241af                             Key Management Systems   EAL3  \n",
+      "0c76c4cdbb8ee42d                                  Operating Systems   EAL4  \n"
+     ]
+    }
+   ],
+   "source": [
+    "eal_to_num_mapping = {eal: index for index, eal in enumerate(df['eal'].cat.categories)}\n",
+    "df[\"eal_number\"] = df.eal.map(eal_to_num_mapping)\n",
+    "df.eal_number = df.eal_number.astype(\"Int64\")\n",
+    "avg_levels = df.loc[df.eal_number.notnull()].copy().groupby([\"year_from\"]).agg({'year_from':'size', 'eal_number':'mean'}).rename(columns={\"year_from\": \"n_certs\"}).reset_index()\n",
+    "avg_levels.year_from = avg_levels.year_from.astype(\"float\")\n",
+    "avg_levels.eal_number = avg_levels.eal_number.astype(\"float\")\n",
+    "\n",
+    "ymin = math.floor(avg_levels.eal_number.min())\n",
+    "ymax = math.ceil(avg_levels.eal_number.max())\n",
+    "ylabels = [x if \"+\" in x else x + \"  \" for x in list(eal_to_num_mapping.keys())[ymin:ymax+1]] # this also aligns the labels by adding phantom spaces\n",
+    "\n",
+    "figure, axes = plt.subplots(1, 2)\n",
+    "figure.set_size_inches(12, 4)\n",
+    "figure.set_tight_layout(True)\n",
+    "\n",
+    "line = sns.lineplot(data=avg_levels, x=\"year_from\", y=\"eal_number\", marker='o', ax=axes[0])\n",
+    "line.set(xlabel=\"Year of certification\", ylabel=\"Average security level EAL1-EAL7+\", title=\"Average EAL over time\")\n",
+    "line.set_yticks(range(ymin, ymax+1), ylabels)\n",
+    "\n",
+    "fitted = sns.regplot(data=avg_levels, x=\"year_from\", y=\"eal_number\", scatter_kws={\"sizes\": [1.2 * x for x in list(avg_levels.n_certs)]}, line_kws={\"color\": \"red\"}, ci=None, ax=axes[1])\n",
+    "fitted.set(xlabel=\"Year of certification\", ylabel=\"Average security level EAL1-EAL7+\", title=\"Fitted EAL over time\")\n",
+    "fitted.set_yticks(range(ymin, ymax+1), ylabels)\n",
+    "\n",
+    "plt.show()\n",
+    "\n",
+    "print(df.loc[(df.eal.notnull()) & (df.year_from == 1999), [\"name\", \"category\", \"eal\"]])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Average certificate lifetime\n",
+    "\n",
+    "Examine average certificate lifetime. Note that approx. 1k certificates expired on a single day, at 2019-09-01.\n",
+    "It may be benefitial to display these plots without these certificates"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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     <g transform=\"translate(632.615474 258.882031)rotate(-60)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-32\"/>\n       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n       <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n       <use xlink:href=\"#DejaVuSans-38\" x=\"190.869141\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_18\">\n     <g id=\"line2d_27\">\n      <g>\n       <use xlink:href=\"#m4a0a92bb11\" x=\"651.048056\" y=\"226.042466\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n      </g>\n     </g>\n     <g id=\"text_29\">\n      <!-- 2009 -->\n      <g transform=\"translate(647.075244 258.882031)rotate(-60)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-32\"/>\n       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n       <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n       <use xlink:href=\"#DejaVuSans-39\" x=\"190.869141\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_19\">\n     <g id=\"line2d_28\">\n      <g>\n       <use xlink:href=\"#m4a0a92bb11\" x=\"665.507827\" y=\"226.042466\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n      </g>\n     </g>\n     <g id=\"text_30\">\n      <!-- 2010 -->\n      <g transform=\"translate(661.535015 258.882031)rotate(-60)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-32\"/>\n       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n       <use xlink:href=\"#DejaVuSans-31\" x=\"127.246094\"/>\n       <use xlink:href=\"#DejaVuSans-30\" x=\"190.869141\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_20\">\n     <g id=\"line2d_29\">\n      <g>\n       <use xlink:href=\"#m4a0a92bb11\" x=\"679.967597\" y=\"226.042466\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n      </g>\n     </g>\n     <g id=\"text_31\">\n      <!-- 2011 -->\n      <g transform=\"translate(675.994786 258.882031)rotate(-60)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-32\"/>\n       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n       <use xlink:href=\"#DejaVuSans-31\" x=\"127.246094\"/>\n       <use xlink:href=\"#DejaVuSans-31\" x=\"190.869141\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_21\">\n     <g id=\"line2d_30\">\n      <g>\n       <use xlink:href=\"#m4a0a92bb11\" x=\"694.427368\" y=\"226.042466\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n      </g>\n     </g>\n     <g id=\"text_32\">\n      <!-- 2012 -->\n      <g transform=\"translate(690.454557 258.882031)rotate(-60)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-32\"/>\n       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n       <use xlink:href=\"#DejaVuSans-31\" x=\"127.246094\"/>\n       <use xlink:href=\"#DejaVuSans-32\" x=\"190.869141\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_22\">\n     <g id=\"line2d_31\">\n      <g>\n       <use xlink:href=\"#m4a0a92bb11\" x=\"708.887139\" y=\"226.042466\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n      </g>\n     </g>\n     <g id=\"text_33\">\n      <!-- 2013 -->\n      <g transform=\"translate(704.914328 258.882031)rotate(-60)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-32\"/>\n       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n       <use xlink:href=\"#DejaVuSans-31\" x=\"127.246094\"/>\n       <use xlink:href=\"#DejaVuSans-33\" x=\"190.869141\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_23\">\n     <g id=\"line2d_32\">\n      <g>\n       <use xlink:href=\"#m4a0a92bb11\" x=\"723.34691\" y=\"226.042466\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n      </g>\n     </g>\n     <g id=\"text_34\">\n      <!-- 2014 -->\n      <g transform=\"translate(719.374099 258.882031)rotate(-60)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-32\"/>\n       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n       <use xlink:href=\"#DejaVuSans-31\" x=\"127.246094\"/>\n       <use xlink:href=\"#DejaVuSans-34\" x=\"190.869141\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_24\">\n     <g id=\"line2d_33\">\n      <g>\n       <use xlink:href=\"#m4a0a92bb11\" x=\"737.806681\" y=\"226.042466\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n      </g>\n     </g>\n     <g id=\"text_35\">\n      <!-- 2015 -->\n      <g transform=\"translate(733.83387 258.882031)rotate(-60)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-32\"/>\n       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n       <use xlink:href=\"#DejaVuSans-31\" x=\"127.246094\"/>\n       <use xlink:href=\"#DejaVuSans-35\" x=\"190.869141\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_25\">\n     <g id=\"line2d_34\">\n      <g>\n       <use xlink:href=\"#m4a0a92bb11\" x=\"752.266452\" y=\"226.042466\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n      </g>\n     </g>\n     <g id=\"text_36\">\n      <!-- 2016 -->\n      <g transform=\"translate(748.293641 258.882031)rotate(-60)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-32\"/>\n       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n       <use xlink:href=\"#DejaVuSans-31\" x=\"127.246094\"/>\n       <use xlink:href=\"#DejaVuSans-36\" x=\"190.869141\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_26\">\n     <g id=\"line2d_35\">\n      <g>\n       <use xlink:href=\"#m4a0a92bb11\" x=\"766.726223\" y=\"226.042466\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n      </g>\n     </g>\n     <g id=\"text_37\">\n      <!-- 2017 -->\n      <g transform=\"translate(762.753412 258.882031)rotate(-60)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-32\"/>\n       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n       <use xlink:href=\"#DejaVuSans-31\" x=\"127.246094\"/>\n       <use xlink:href=\"#DejaVuSans-37\" x=\"190.869141\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_27\">\n     <g id=\"line2d_36\">\n      <g>\n       <use xlink:href=\"#m4a0a92bb11\" x=\"781.185994\" y=\"226.042466\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n      </g>\n     </g>\n     <g id=\"text_38\">\n      <!-- 2018 -->\n      <g transform=\"translate(777.213183 258.882031)rotate(-60)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-32\"/>\n       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n       <use xlink:href=\"#DejaVuSans-31\" x=\"127.246094\"/>\n       <use xlink:href=\"#DejaVuSans-38\" x=\"190.869141\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_28\">\n     <g id=\"line2d_37\">\n      <g>\n       <use xlink:href=\"#m4a0a92bb11\" x=\"795.645765\" y=\"226.042466\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n      </g>\n     </g>\n     <g id=\"text_39\">\n      <!-- 2019 -->\n      <g transform=\"translate(791.672954 258.882031)rotate(-60)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-32\"/>\n       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n       <use xlink:href=\"#DejaVuSans-31\" x=\"127.246094\"/>\n       <use xlink:href=\"#DejaVuSans-39\" x=\"190.869141\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_29\">\n     <g id=\"line2d_38\">\n      <g>\n       <use xlink:href=\"#m4a0a92bb11\" x=\"810.105536\" y=\"226.042466\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n      </g>\n     </g>\n     <g id=\"text_40\">\n      <!-- 2020 -->\n      <g transform=\"translate(806.132725 258.882031)rotate(-60)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-32\"/>\n       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n       <use xlink:href=\"#DejaVuSans-32\" x=\"127.246094\"/>\n       <use xlink:href=\"#DejaVuSans-30\" x=\"190.869141\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_30\">\n     <g id=\"line2d_39\">\n      <g>\n       <use xlink:href=\"#m4a0a92bb11\" x=\"824.565307\" y=\"226.042466\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n      </g>\n     </g>\n     <g id=\"text_41\">\n      <!-- 2021 -->\n      <g transform=\"translate(820.592496 258.882031)rotate(-60)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-32\"/>\n       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n       <use xlink:href=\"#DejaVuSans-32\" x=\"127.246094\"/>\n       <use xlink:href=\"#DejaVuSans-31\" x=\"190.869141\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_31\">\n     <g id=\"line2d_40\">\n      <g>\n       <use xlink:href=\"#m4a0a92bb11\" x=\"839.025078\" y=\"226.042466\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n      </g>\n     </g>\n     <g id=\"text_42\">\n      <!-- 2022 -->\n      <g transform=\"translate(835.052266 258.882031)rotate(-60)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-32\"/>\n       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n       <use xlink:href=\"#DejaVuSans-32\" x=\"127.246094\"/>\n       <use xlink:href=\"#DejaVuSans-32\" x=\"190.869141\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_43\">\n     <!-- Year of certification -->\n     <g transform=\"translate(609.922472 271.520312)scale(0.1 -0.1)\">\n      <use xlink:href=\"#DejaVuSans-59\"/>\n      <use xlink:href=\"#DejaVuSans-65\" x=\"47.833984\"/>\n      <use xlink:href=\"#DejaVuSans-61\" x=\"109.357422\"/>\n      <use xlink:href=\"#DejaVuSans-72\" x=\"170.636719\"/>\n      <use xlink:href=\"#DejaVuSans-20\" x=\"211.75\"/>\n      <use xlink:href=\"#DejaVuSans-6f\" x=\"243.537109\"/>\n      <use xlink:href=\"#DejaVuSans-66\" x=\"304.71875\"/>\n      <use xlink:href=\"#DejaVuSans-20\" x=\"339.923828\"/>\n      <use xlink:href=\"#DejaVuSans-63\" x=\"371.710938\"/>\n      <use xlink:href=\"#DejaVuSans-65\" x=\"426.691406\"/>\n      <use xlink:href=\"#DejaVuSans-72\" x=\"488.214844\"/>\n      <use xlink:href=\"#DejaVuSans-74\" x=\"529.328125\"/>\n      <use xlink:href=\"#DejaVuSans-69\" x=\"568.537109\"/>\n      <use xlink:href=\"#DejaVuSans-66\" x=\"596.320312\"/>\n      <use xlink:href=\"#DejaVuSans-69\" x=\"631.525391\"/>\n      <use xlink:href=\"#DejaVuSans-63\" x=\"659.308594\"/>\n      <use xlink:href=\"#DejaVuSans-61\" x=\"714.289062\"/>\n      <use xlink:href=\"#DejaVuSans-74\" x=\"775.568359\"/>\n      <use xlink:href=\"#DejaVuSans-69\" x=\"814.777344\"/>\n      <use xlink:href=\"#DejaVuSans-6f\" x=\"842.560547\"/>\n      <use xlink:href=\"#DejaVuSans-6e\" x=\"903.742188\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_4\">\n    <g id=\"ytick_9\">\n     <g id=\"line2d_41\">\n      <g>\n       <use xlink:href=\"#ma45d7ae6f1\" x=\"470.300919\" y=\"216.782269\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n      </g>\n     </g>\n     <g id=\"text_44\">\n      <!-- 0.0 -->\n      <g transform=\"translate(447.397794 220.581487)scale(0.1 -0.1)\">\n       <defs>\n        <path id=\"DejaVuSans-2e\" d=\"M 684 794 \nL 1344 794 \nL 1344 0 \nL 684 0 \nL 684 794 \nz\n\" transform=\"scale(0.015625)\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use xlink:href=\"#DejaVuSans-2e\" x=\"63.623047\"/>\n       <use xlink:href=\"#DejaVuSans-30\" x=\"95.410156\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_10\">\n     <g id=\"line2d_42\">\n      <g>\n       <use xlink:href=\"#ma45d7ae6f1\" x=\"470.300919\" y=\"191.303812\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n      </g>\n     </g>\n     <g id=\"text_45\">\n      <!-- 2.5 -->\n      <g transform=\"translate(447.397794 195.103031)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-32\"/>\n       <use xlink:href=\"#DejaVuSans-2e\" x=\"63.623047\"/>\n       <use xlink:href=\"#DejaVuSans-35\" x=\"95.410156\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_11\">\n     <g id=\"line2d_43\">\n      <g>\n       <use xlink:href=\"#ma45d7ae6f1\" x=\"470.300919\" y=\"165.825356\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n      </g>\n     </g>\n     <g id=\"text_46\">\n      <!-- 5.0 -->\n      <g transform=\"translate(447.397794 169.624575)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-35\"/>\n       <use xlink:href=\"#DejaVuSans-2e\" x=\"63.623047\"/>\n       <use xlink:href=\"#DejaVuSans-30\" x=\"95.410156\"/>\n      </g>\n   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xlink:href=\"#DejaVuSans-2e\" x=\"127.246094\"/>\n       <use xlink:href=\"#DejaVuSans-30\" x=\"159.033203\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_14\">\n     <g id=\"line2d_46\">\n      <g>\n       <use xlink:href=\"#ma45d7ae6f1\" x=\"470.300919\" y=\"89.389987\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n      </g>\n     </g>\n     <g id=\"text_49\">\n      <!-- 12.5 -->\n      <g transform=\"translate(441.035294 93.189206)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-31\"/>\n       <use xlink:href=\"#DejaVuSans-32\" x=\"63.623047\"/>\n       <use xlink:href=\"#DejaVuSans-2e\" x=\"127.246094\"/>\n       <use xlink:href=\"#DejaVuSans-35\" x=\"159.033203\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_15\">\n     <g id=\"line2d_47\">\n      <g>\n       <use xlink:href=\"#ma45d7ae6f1\" x=\"470.300919\" y=\"63.91153\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n      </g>\n     </g>\n     <g id=\"text_50\">\n      <!-- 15.0 -->\n      <g 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+      "text/plain": [
+       "<Figure size 1792.12x720 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "df[\"validity_period\"] = (df.not_valid_after - df.not_valid_before).dt.days / 365\n",
+    "df_validity = df.loc[(df.validity_period.notnull()) & (df.not_valid_after != \"2019-09-01\")] # Alternatively add condition `& (df.not_valid_after != \"2019-09-01\")` to filter bulk-expired certificates.\n",
+    "validity_period = df_validity.groupby(\"year_from\").agg({'year_from':'size', 'validity_period':'mean'}).rename(columns={\"year_from\": \"n_certs\"}).reset_index()\n",
+    "\n",
+    "figure, axes = plt.subplots(1, 2)\n",
+    "figure.set_size_inches(12, 4)\n",
+    "figure.set_tight_layout(True)\n",
+    "\n",
+    "line = sns.lineplot(data=validity_period, x=\"year_from\", y=\"validity_period\", marker=\"o\", ax=axes[0])\n",
+    "line.set(xlabel=\"Year of certification\", ylabel=\"Average lifetime of certificates (in years)\", title=\"Average lifetime of certificates in years\")\n",
+    "\n",
+    "box = sns.boxplot(data=df_validity, x=\"year_from\", y=\"validity_period\", ax=axes[1])\n",
+    "box.set(xlabel=\"Year of certification\", ylabel=\"Lifetime of certificates (in years)\", title=\"Boxplot of certificate validity periods in individual years\")\n",
+    "box.tick_params(axis='x', rotation=60)\n",
+    "\n",
+    "strips = sns.catplot(kind=\"strip\", data=df_validity, x=\"year_from\", y=\"validity_period\", jitter=2, height=10, aspect=2/1, hue=\"category\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Certification scheme & certification laboratory popularity over time"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.legend.Legend at 0x141c029a0>"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 864x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "figure, axes = plt.subplots(1, 2)\n",
+    "figure.set_size_inches(12, 4)\n",
+    "figure.set_tight_layout(True)\n",
+    "\n",
+    "schemes = df.loc[(df.scheme.notnull()) & (df.year_from < 2022)].groupby([\"year_from\", \"scheme\"], as_index=False).size().rename(columns={\"size\": \"frequency\"}).pivot(\"year_from\", \"scheme\", \"frequency\").fillna(0)\n",
+    "line = sns.lineplot(data=schemes, ax=axes[0])\n",
+    "line.set(xlabel=\"Year of certification\", ylabel=\"Number of issued certificates\", title=\"Certification schemes prevalence in time\")\n",
+    "line.legend(bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0., title=\"Cert scheme\")\n",
+    "\n",
+    "labs = df.loc[(df.cert_lab.notnull()) & (df.year_from < 2022)].groupby([\"year_from\", \"cert_lab\"], as_index=False).size().rename(columns={\"size\": \"frequency\"}).pivot(\"year_from\", \"cert_lab\", \"frequency\").fillna(0)\n",
+    "line = sns.lineplot(data=labs, ax=axes[1])\n",
+    "line.set(xlabel=\"Year of certification\", ylabel=\"Number of issued certificates\", title=\"Certification laboratory prevalence in time\")\n",
+    "line.legend(bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0., title=\"Cert lab\")"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3.8.1 ('certsvenv': 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": "3.8.1"
+  },
+  "orig_nbformat": 4,
+  "vscode": {
+   "interpreter": {
+    "hash": "6386d1612879d92d026c363e7667e428bc38d86c5a080d58c3d70e7cd43df67d"
+   }
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/sec_certs/sample/common_criteria.py b/sec_certs/sample/common_criteria.py
index afb0bf29..605d7667 100644
--- a/sec_certs/sample/common_criteria.py
+++ b/sec_certs/sample/common_criteria.py
@@ -363,6 +363,7 @@ class CommonCriteriaCert(
         "indirectly_referencing",
         "extracted_sars",
         "protection_profiles",
+        "cert_lab",
     ]
 
     def __init__(
@@ -482,6 +483,7 @@ class CommonCriteriaCert(
             self.heuristics.report_references.indirectly_referencing,
             self.heuristics.extracted_sars,
             [x.pp_name for x in self.protection_profiles] if self.protection_profiles else np.nan,
+            self.heuristics.cert_lab[0] if (self.heuristics.cert_lab and self.heuristics.cert_lab[0]) else np.nan,
         )
 
     def __str__(self) -> str: