formants_whalen_2022.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Formants are easy to measure; resonances, not so much: Lessons from Klatt (1986)\n",
    "### D. H. Whalen, Wei-Rong Chen, Christine H. Shadle, Sean A. Fulop\n",
    "#### August 2022 (JASA)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### One-liner\n",
    "Current methods of formant tracking (e.g., LPC analysis, manual spectrogram labeling) are unable to produce highly accurate tracks (<50Hz error) due to the difficulty of disentangling resonance information from harmonic structure."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Defining Terms\n",
    "**formant** - \n",
    "local maxima in the wideband sound spectrum \\\n",
    "**vocal tract resonance** - \n",
    "the resonance characteristics of a configuration of the vocal tract - particularly important for vowel identification \\\n",
    "**wideband spectrogram** - \n",
    "uses filters with a wide bandwidth to get spectral \"snapshots\" - blend frequencies so harmonic structure isn't clearly visible \\\n",
    "**narrowband spectrogram** - \n",
    "uses filters with a narrow bandwidth to get spectral \"snapshots\" - less blending so local maxima of harmonic structure are preserved and apparent \\\n",
    "**reassigned spectrogram** - \n",
    "uses instantaneous times and frequencies of impulsive events and line components to make vocal tract resonances more apparent"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Notes\n",
    "#### Possible Contributing Factors to Low Accuracy\n",
    "- proximity to another formant\n",
    "- high F0 more difficult to track\n",
    "- LPC order and other parameters may not be dialed in to speaker characteristics\n",
    "#### Author Recommendations\n",
    "- acknowledge limitations of current analyses regarding influence of F0 and limits of granularity (round to nearest 10 Hz when reporting and accept that variation < 50 Hz may be systematic error)\n",
    "- report settings more fully\n",
    "- justify chosen settings\n",
    "- examine the pattern of F0 vs F1 for possible harmonic bias\n",
    "- use reassigned spectrograms to manually track formants for highest accuracy"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Demonstration\n",
    "\n",
    "This is a work in progress..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(45, 73)\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip780\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip780)\" d=\"M0 1600 L2400 1600 L2400 0 L0 0  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip781\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip780)\" d=\"M265.445 1423.18 L2112.76 1423.18 L2112.76 47.2441 L265.445 47.2441  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip782\">\n",
       "    <rect x=\"265\" y=\"47\" width=\"1848\" height=\"1377\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip782)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"278.098,1423.18 278.098,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip782)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"650.09,1423.18 650.09,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip782)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1022.08,1423.18 1022.08,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip782)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1394.08,1423.18 1394.08,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip782)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1766.07,1423.18 1766.07,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip782)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"265.445,1408.17 2112.76,1408.17 \"/>\n",
       "<polyline clip-path=\"url(#clip782)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"265.445,1132.98 2112.76,1132.98 \"/>\n",
       "<polyline clip-path=\"url(#clip782)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"265.445,857.793 2112.76,857.793 \"/>\n",
       "<polyline clip-path=\"url(#clip782)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"265.445,582.605 2112.76,582.605 \"/>\n",
       "<polyline clip-path=\"url(#clip782)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"265.445,307.418 2112.76,307.418 \"/>\n",
       "<polyline clip-path=\"url(#clip780)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"265.445,1423.18 2112.76,1423.18 \"/>\n",
       "<polyline clip-path=\"url(#clip780)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"278.098,1423.18 278.098,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip780)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"650.09,1423.18 650.09,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip780)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1022.08,1423.18 1022.08,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip780)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1394.08,1423.18 1394.08,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip780)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1766.07,1423.18 1766.07,1404.28 \"/>\n",
       "<path clip-path=\"url(#clip780)\" d=\"M255.482 1454.1 Q251.871 1454.1 250.042 1457.66 Q248.237 1461.2 248.237 1468.33 Q248.237 1475.44 250.042 1479.01 Q251.871 1482.55 255.482 1482.55 Q259.116 1482.55 260.922 1479.01 Q262.75 1475.44 262.75 1468.33 Q262.75 1461.2 260.922 1457.66 Q259.116 1454.1 255.482 1454.1 M255.482 1450.39 Q261.292 1450.39 264.348 1455 Q267.426 1459.58 267.426 1468.33 Q267.426 1477.06 264.348 1481.67 Q261.292 1486.25 255.482 1486.25 Q249.672 1486.25 246.593 1481.67 Q243.538 1477.06 243.538 1468.33 Q243.538 1459.58 246.593 1455 Q249.672 1450.39 255.482 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M275.644 1479.7 L280.528 1479.7 L280.528 1485.58 L275.644 1485.58 L275.644 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M300.713 1454.1 Q297.102 1454.1 295.273 1457.66 Q293.468 1461.2 293.468 1468.33 Q293.468 1475.44 295.273 1479.01 Q297.102 1482.55 300.713 1482.55 Q304.347 1482.55 306.153 1479.01 Q307.982 1475.44 307.982 1468.33 Q307.982 1461.2 306.153 1457.66 Q304.347 1454.1 300.713 1454.1 M300.713 1450.39 Q306.523 1450.39 309.579 1455 Q312.658 1459.58 312.658 1468.33 Q312.658 1477.06 309.579 1481.67 Q306.523 1486.25 300.713 1486.25 Q294.903 1486.25 291.824 1481.67 Q288.769 1477.06 288.769 1468.33 Q288.769 1459.58 291.824 1455 Q294.903 1450.39 300.713 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M628.088 1454.1 Q624.477 1454.1 622.648 1457.66 Q620.843 1461.2 620.843 1468.33 Q620.843 1475.44 622.648 1479.01 Q624.477 1482.55 628.088 1482.55 Q631.722 1482.55 633.528 1479.01 Q635.357 1475.44 635.357 1468.33 Q635.357 1461.2 633.528 1457.66 Q631.722 1454.1 628.088 1454.1 M628.088 1450.39 Q633.898 1450.39 636.954 1455 Q640.033 1459.58 640.033 1468.33 Q640.033 1477.06 636.954 1481.67 Q633.898 1486.25 628.088 1486.25 Q622.278 1486.25 619.199 1481.67 Q616.144 1477.06 616.144 1468.33 Q616.144 1459.58 619.199 1455 Q622.278 1450.39 628.088 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M648.25 1479.7 L653.134 1479.7 L653.134 1485.58 L648.25 1485.58 L648.25 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M664.13 1481.64 L671.768 1481.64 L671.768 1455.28 L663.458 1456.95 L663.458 1452.69 L671.722 1451.02 L676.398 1451.02 L676.398 1481.64 L684.037 1481.64 L684.037 1485.58 L664.13 1485.58 L664.13 1481.64 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M1000.27 1454.1 Q996.655 1454.1 994.826 1457.66 Q993.021 1461.2 993.021 1468.33 Q993.021 1475.44 994.826 1479.01 Q996.655 1482.55 1000.27 1482.55 Q1003.9 1482.55 1005.71 1479.01 Q1007.53 1475.44 1007.53 1468.33 Q1007.53 1461.2 1005.71 1457.66 Q1003.9 1454.1 1000.27 1454.1 M1000.27 1450.39 Q1006.08 1450.39 1009.13 1455 Q1012.21 1459.58 1012.21 1468.33 Q1012.21 1477.06 1009.13 1481.67 Q1006.08 1486.25 1000.27 1486.25 Q994.456 1486.25 991.377 1481.67 Q988.322 1477.06 988.322 1468.33 Q988.322 1459.58 991.377 1455 Q994.456 1450.39 1000.27 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M1020.43 1479.7 L1025.31 1479.7 L1025.31 1485.58 L1020.43 1485.58 L1020.43 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M1039.53 1481.64 L1055.84 1481.64 L1055.84 1485.58 L1033.9 1485.58 L1033.9 1481.64 Q1036.56 1478.89 1041.15 1474.26 Q1045.75 1469.61 1046.93 1468.27 Q1049.18 1465.74 1050.06 1464.01 Q1050.96 1462.25 1050.96 1460.56 Q1050.96 1457.8 1049.02 1456.07 Q1047.09 1454.33 1043.99 1454.33 Q1041.79 1454.33 1039.34 1455.09 Q1036.91 1455.86 1034.13 1457.41 L1034.13 1452.69 Q1036.96 1451.55 1039.41 1450.97 Q1041.86 1450.39 1043.9 1450.39 Q1049.27 1450.39 1052.46 1453.08 Q1055.66 1455.77 1055.66 1460.26 Q1055.66 1462.39 1054.85 1464.31 Q1054.06 1466.2 1051.96 1468.8 Q1051.38 1469.47 1048.28 1472.69 Q1045.17 1475.88 1039.53 1481.64 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M1371.78 1454.1 Q1368.17 1454.1 1366.34 1457.66 Q1364.54 1461.2 1364.54 1468.33 Q1364.54 1475.44 1366.34 1479.01 Q1368.17 1482.55 1371.78 1482.55 Q1375.42 1482.55 1377.22 1479.01 Q1379.05 1475.44 1379.05 1468.33 Q1379.05 1461.2 1377.22 1457.66 Q1375.42 1454.1 1371.78 1454.1 M1371.78 1450.39 Q1377.59 1450.39 1380.65 1455 Q1383.73 1459.58 1383.73 1468.33 Q1383.73 1477.06 1380.65 1481.67 Q1377.59 1486.25 1371.78 1486.25 Q1365.97 1486.25 1362.9 1481.67 Q1359.84 1477.06 1359.84 1468.33 Q1359.84 1459.58 1362.9 1455 Q1365.97 1450.39 1371.78 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M1391.95 1479.7 L1396.83 1479.7 L1396.83 1485.58 L1391.95 1485.58 L1391.95 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M1421.18 1466.95 Q1424.54 1467.66 1426.41 1469.93 Q1428.31 1472.2 1428.31 1475.53 Q1428.31 1480.65 1424.79 1483.45 Q1421.27 1486.25 1414.79 1486.25 Q1412.62 1486.25 1410.3 1485.81 Q1408.01 1485.39 1405.56 1484.54 L1405.56 1480.02 Q1407.5 1481.16 1409.82 1481.74 Q1412.13 1482.32 1414.65 1482.32 Q1419.05 1482.32 1421.34 1480.58 Q1423.66 1478.84 1423.66 1475.53 Q1423.66 1472.48 1421.51 1470.77 Q1419.38 1469.03 1415.56 1469.03 L1411.53 1469.03 L1411.53 1465.19 L1415.74 1465.19 Q1419.19 1465.19 1421.02 1463.82 Q1422.85 1462.43 1422.85 1459.84 Q1422.85 1457.18 1420.95 1455.77 Q1419.08 1454.33 1415.56 1454.33 Q1413.64 1454.33 1411.44 1454.75 Q1409.24 1455.16 1406.6 1456.04 L1406.6 1451.88 Q1409.26 1451.14 1411.58 1450.77 Q1413.91 1450.39 1415.97 1450.39 Q1421.3 1450.39 1424.4 1452.83 Q1427.5 1455.23 1427.5 1459.35 Q1427.5 1462.22 1425.86 1464.21 Q1424.21 1466.18 1421.18 1466.95 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M1743.21 1454.1 Q1739.6 1454.1 1737.77 1457.66 Q1735.96 1461.2 1735.96 1468.33 Q1735.96 1475.44 1737.77 1479.01 Q1739.6 1482.55 1743.21 1482.55 Q1746.84 1482.55 1748.65 1479.01 Q1750.48 1475.44 1750.48 1468.33 Q1750.48 1461.2 1748.65 1457.66 Q1746.84 1454.1 1743.21 1454.1 M1743.21 1450.39 Q1749.02 1450.39 1752.08 1455 Q1755.15 1459.58 1755.15 1468.33 Q1755.15 1477.06 1752.08 1481.67 Q1749.02 1486.25 1743.21 1486.25 Q1737.4 1486.25 1734.32 1481.67 Q1731.27 1477.06 1731.27 1468.33 Q1731.27 1459.58 1734.32 1455 Q1737.4 1450.39 1743.21 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M1763.37 1479.7 L1768.26 1479.7 L1768.26 1485.58 L1763.37 1485.58 L1763.37 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M1791.29 1455.09 L1779.48 1473.54 L1791.29 1473.54 L1791.29 1455.09 M1790.06 1451.02 L1795.94 1451.02 L1795.94 1473.54 L1800.87 1473.54 L1800.87 1477.43 L1795.94 1477.43 L1795.94 1485.58 L1791.29 1485.58 L1791.29 1477.43 L1775.69 1477.43 L1775.69 1472.92 L1790.06 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M1110.98 1520.52 L1151.18 1520.52 L1151.18 1525.93 L1134.31 1525.93 L1134.31 1568.04 L1127.85 1568.04 L1127.85 1525.93 L1110.98 1525.93 L1110.98 1520.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M1155.12 1532.4 L1160.98 1532.4 L1160.98 1568.04 L1155.12 1568.04 L1155.12 1532.4 M1155.12 1518.52 L1160.98 1518.52 L1160.98 1525.93 L1155.12 1525.93 L1155.12 1518.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M1200.99 1539.24 Q1203.18 1535.29 1206.24 1533.41 Q1209.3 1531.54 1213.43 1531.54 Q1219 1531.54 1222.03 1535.45 Q1225.05 1539.33 1225.05 1546.53 L1225.05 1568.04 L1219.16 1568.04 L1219.16 1546.72 Q1219.16 1541.59 1217.35 1539.11 Q1215.53 1536.63 1211.81 1536.63 Q1207.26 1536.63 1204.62 1539.65 Q1201.97 1542.68 1201.97 1547.9 L1201.97 1568.04 L1196.09 1568.04 L1196.09 1546.72 Q1196.09 1541.56 1194.27 1539.11 Q1192.46 1536.63 1188.67 1536.63 Q1184.18 1536.63 1181.54 1539.68 Q1178.9 1542.71 1178.9 1547.9 L1178.9 1568.04 L1173.01 1568.04 L1173.01 1532.4 L1178.9 1532.4 L1178.9 1537.93 Q1180.9 1534.66 1183.71 1533.1 Q1186.51 1531.54 1190.36 1531.54 Q1194.24 1531.54 1196.95 1533.51 Q1199.68 1535.48 1200.99 1539.24 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M1267.22 1548.76 L1267.22 1551.62 L1240.3 1551.62 Q1240.68 1557.67 1243.92 1560.85 Q1247.2 1564 1253.03 1564 Q1256.4 1564 1259.55 1563.17 Q1262.74 1562.35 1265.85 1560.69 L1265.85 1566.23 Q1262.7 1567.57 1259.39 1568.27 Q1256.08 1568.97 1252.68 1568.97 Q1244.15 1568.97 1239.15 1564 Q1234.19 1559.04 1234.19 1550.57 Q1234.19 1541.82 1238.9 1536.69 Q1243.64 1531.54 1251.66 1531.54 Q1258.85 1531.54 1263.02 1536.18 Q1267.22 1540.8 1267.22 1548.76 M1261.37 1547.04 Q1261.3 1542.23 1258.66 1539.37 Q1256.05 1536.5 1251.72 1536.5 Q1246.82 1536.5 1243.86 1539.27 Q1240.93 1542.04 1240.49 1547.07 L1261.37 1547.04 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip780)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"265.445,1423.18 265.445,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip780)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"265.445,1408.17 282.17,1408.17 \"/>\n",
       "<polyline clip-path=\"url(#clip780)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"265.445,1132.98 282.17,1132.98 \"/>\n",
       "<polyline clip-path=\"url(#clip780)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"265.445,857.793 282.17,857.793 \"/>\n",
       "<polyline clip-path=\"url(#clip780)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"265.445,582.605 282.17,582.605 \"/>\n",
       "<polyline clip-path=\"url(#clip780)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"265.445,307.418 282.17,307.418 \"/>\n",
       "<path clip-path=\"url(#clip780)\" d=\"M217.5 1393.97 Q213.889 1393.97 212.061 1397.53 Q210.255 1401.07 210.255 1408.2 Q210.255 1415.31 212.061 1418.87 Q213.889 1422.41 217.5 1422.41 Q221.135 1422.41 222.94 1418.87 Q224.769 1415.31 224.769 1408.2 Q224.769 1401.07 222.94 1397.53 Q221.135 1393.97 217.5 1393.97 M217.5 1390.26 Q223.31 1390.26 226.366 1394.87 Q229.445 1399.45 229.445 1408.2 Q229.445 1416.93 226.366 1421.53 Q223.31 1426.12 217.5 1426.12 Q211.69 1426.12 208.612 1421.53 Q205.556 1416.93 205.556 1408.2 Q205.556 1399.45 208.612 1394.87 Q211.69 1390.26 217.5 1390.26 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M117.825 1146.32 L125.464 1146.32 L125.464 1119.96 L117.154 1121.63 L117.154 1117.37 L125.418 1115.7 L130.093 1115.7 L130.093 1146.32 L137.732 1146.32 L137.732 1150.26 L117.825 1150.26 L117.825 1146.32 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M157.177 1118.78 Q153.566 1118.78 151.737 1122.34 Q149.931 1125.88 149.931 1133.01 Q149.931 1140.12 151.737 1143.69 Q153.566 1147.23 157.177 1147.23 Q160.811 1147.23 162.616 1143.69 Q164.445 1140.12 164.445 1133.01 Q164.445 1125.88 162.616 1122.34 Q160.811 1118.78 157.177 1118.78 M157.177 1115.07 Q162.987 1115.07 166.042 1119.68 Q169.121 1124.26 169.121 1133.01 Q169.121 1141.74 166.042 1146.35 Q162.987 1150.93 157.177 1150.93 Q151.366 1150.93 148.288 1146.35 Q145.232 1141.74 145.232 1133.01 Q145.232 1124.26 148.288 1119.68 Q151.366 1115.07 157.177 1115.07 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M187.338 1118.78 Q183.727 1118.78 181.899 1122.34 Q180.093 1125.88 180.093 1133.01 Q180.093 1140.12 181.899 1143.69 Q183.727 1147.23 187.338 1147.23 Q190.973 1147.23 192.778 1143.69 Q194.607 1140.12 194.607 1133.01 Q194.607 1125.88 192.778 1122.34 Q190.973 1118.78 187.338 1118.78 M187.338 1115.07 Q193.149 1115.07 196.204 1119.68 Q199.283 1124.26 199.283 1133.01 Q199.283 1141.74 196.204 1146.35 Q193.149 1150.93 187.338 1150.93 Q181.528 1150.93 178.45 1146.35 Q175.394 1141.74 175.394 1133.01 Q175.394 1124.26 178.45 1119.68 Q181.528 1115.07 187.338 1115.07 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M217.5 1118.78 Q213.889 1118.78 212.061 1122.34 Q210.255 1125.88 210.255 1133.01 Q210.255 1140.12 212.061 1143.69 Q213.889 1147.23 217.5 1147.23 Q221.135 1147.23 222.94 1143.69 Q224.769 1140.12 224.769 1133.01 Q224.769 1125.88 222.94 1122.34 Q221.135 1118.78 217.5 1118.78 M217.5 1115.07 Q223.31 1115.07 226.366 1119.68 Q229.445 1124.26 229.445 1133.01 Q229.445 1141.74 226.366 1146.35 Q223.31 1150.93 217.5 1150.93 Q211.69 1150.93 208.612 1146.35 Q205.556 1141.74 205.556 1133.01 Q205.556 1124.26 208.612 1119.68 Q211.69 1115.07 217.5 1115.07 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M121.043 871.137 L137.362 871.137 L137.362 875.073 L115.418 875.073 L115.418 871.137 Q118.08 868.383 122.663 863.753 Q127.269 859.1 128.45 857.758 Q130.695 855.235 131.575 853.499 Q132.478 851.739 132.478 850.05 Q132.478 847.295 130.533 845.559 Q128.612 843.823 125.51 843.823 Q123.311 843.823 120.857 844.587 Q118.427 845.35 115.649 846.901 L115.649 842.179 Q118.473 841.045 120.927 840.466 Q123.38 839.888 125.418 839.888 Q130.788 839.888 133.982 842.573 Q137.177 845.258 137.177 849.749 Q137.177 851.878 136.367 853.8 Q135.579 855.698 133.473 858.29 Q132.894 858.962 129.792 862.179 Q126.691 865.374 121.043 871.137 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M157.177 843.591 Q153.566 843.591 151.737 847.156 Q149.931 850.698 149.931 857.827 Q149.931 864.934 151.737 868.499 Q153.566 872.04 157.177 872.04 Q160.811 872.04 162.616 868.499 Q164.445 864.934 164.445 857.827 Q164.445 850.698 162.616 847.156 Q160.811 843.591 157.177 843.591 M157.177 839.888 Q162.987 839.888 166.042 844.494 Q169.121 849.077 169.121 857.827 Q169.121 866.554 166.042 871.161 Q162.987 875.744 157.177 875.744 Q151.366 875.744 148.288 871.161 Q145.232 866.554 145.232 857.827 Q145.232 849.077 148.288 844.494 Q151.366 839.888 157.177 839.888 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M187.338 843.591 Q183.727 843.591 181.899 847.156 Q180.093 850.698 180.093 857.827 Q180.093 864.934 181.899 868.499 Q183.727 872.04 187.338 872.04 Q190.973 872.04 192.778 868.499 Q194.607 864.934 194.607 857.827 Q194.607 850.698 192.778 847.156 Q190.973 843.591 187.338 843.591 M187.338 839.888 Q193.149 839.888 196.204 844.494 Q199.283 849.077 199.283 857.827 Q199.283 866.554 196.204 871.161 Q193.149 875.744 187.338 875.744 Q181.528 875.744 178.45 871.161 Q175.394 866.554 175.394 857.827 Q175.394 849.077 178.45 844.494 Q181.528 839.888 187.338 839.888 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M217.5 843.591 Q213.889 843.591 212.061 847.156 Q210.255 850.698 210.255 857.827 Q210.255 864.934 212.061 868.499 Q213.889 872.04 217.5 872.04 Q221.135 872.04 222.94 868.499 Q224.769 864.934 224.769 857.827 Q224.769 850.698 222.94 847.156 Q221.135 843.591 217.5 843.591 M217.5 839.888 Q223.31 839.888 226.366 844.494 Q229.445 849.077 229.445 857.827 Q229.445 866.554 226.366 871.161 Q223.31 875.744 217.5 875.744 Q211.69 875.744 208.612 871.161 Q205.556 866.554 205.556 857.827 Q205.556 849.077 208.612 844.494 Q211.69 839.888 217.5 839.888 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M131.181 581.251 Q134.538 581.969 136.413 584.237 Q138.311 586.506 138.311 589.839 Q138.311 594.955 134.792 597.756 Q131.274 600.557 124.793 600.557 Q122.617 600.557 120.302 600.117 Q118.01 599.7 115.556 598.844 L115.556 594.33 Q117.501 595.464 119.816 596.043 Q122.13 596.622 124.654 596.622 Q129.052 596.622 131.343 594.885 Q133.658 593.149 133.658 589.839 Q133.658 586.784 131.505 585.071 Q129.376 583.335 125.556 583.335 L121.529 583.335 L121.529 579.492 L125.742 579.492 Q129.191 579.492 131.019 578.126 Q132.848 576.737 132.848 574.145 Q132.848 571.483 130.95 570.071 Q129.075 568.636 125.556 568.636 Q123.635 568.636 121.436 569.052 Q119.237 569.469 116.598 570.349 L116.598 566.182 Q119.26 565.441 121.575 565.071 Q123.913 564.7 125.973 564.7 Q131.297 564.7 134.399 567.131 Q137.501 569.538 137.501 573.659 Q137.501 576.529 135.857 578.52 Q134.214 580.487 131.181 581.251 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M157.177 568.404 Q153.566 568.404 151.737 571.969 Q149.931 575.511 149.931 582.64 Q149.931 589.747 151.737 593.311 Q153.566 596.853 157.177 596.853 Q160.811 596.853 162.616 593.311 Q164.445 589.747 164.445 582.64 Q164.445 575.511 162.616 571.969 Q160.811 568.404 157.177 568.404 M157.177 564.7 Q162.987 564.7 166.042 569.307 Q169.121 573.89 169.121 582.64 Q169.121 591.367 166.042 595.973 Q162.987 600.557 157.177 600.557 Q151.366 600.557 148.288 595.973 Q145.232 591.367 145.232 582.64 Q145.232 573.89 148.288 569.307 Q151.366 564.7 157.177 564.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M187.338 568.404 Q183.727 568.404 181.899 571.969 Q180.093 575.511 180.093 582.64 Q180.093 589.747 181.899 593.311 Q183.727 596.853 187.338 596.853 Q190.973 596.853 192.778 593.311 Q194.607 589.747 194.607 582.64 Q194.607 575.511 192.778 571.969 Q190.973 568.404 187.338 568.404 M187.338 564.7 Q193.149 564.7 196.204 569.307 Q199.283 573.89 199.283 582.64 Q199.283 591.367 196.204 595.973 Q193.149 600.557 187.338 600.557 Q181.528 600.557 178.45 595.973 Q175.394 591.367 175.394 582.64 Q175.394 573.89 178.45 569.307 Q181.528 564.7 187.338 564.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M217.5 568.404 Q213.889 568.404 212.061 571.969 Q210.255 575.511 210.255 582.64 Q210.255 589.747 212.061 593.311 Q213.889 596.853 217.5 596.853 Q221.135 596.853 222.94 593.311 Q224.769 589.747 224.769 582.64 Q224.769 575.511 222.94 571.969 Q221.135 568.404 217.5 568.404 M217.5 564.7 Q223.31 564.7 226.366 569.307 Q229.445 573.89 229.445 582.64 Q229.445 591.367 226.366 595.973 Q223.31 600.557 217.5 600.557 Q211.69 600.557 208.612 595.973 Q205.556 591.367 205.556 582.64 Q205.556 573.89 208.612 569.307 Q211.69 564.7 217.5 564.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M129.862 294.212 L118.056 312.661 L129.862 312.661 L129.862 294.212 M128.635 290.138 L134.515 290.138 L134.515 312.661 L139.445 312.661 L139.445 316.55 L134.515 316.55 L134.515 324.698 L129.862 324.698 L129.862 316.55 L114.26 316.55 L114.26 312.036 L128.635 290.138 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M157.177 293.217 Q153.566 293.217 151.737 296.782 Q149.931 300.323 149.931 307.453 Q149.931 314.559 151.737 318.124 Q153.566 321.666 157.177 321.666 Q160.811 321.666 162.616 318.124 Q164.445 314.559 164.445 307.453 Q164.445 300.323 162.616 296.782 Q160.811 293.217 157.177 293.217 M157.177 289.513 Q162.987 289.513 166.042 294.12 Q169.121 298.703 169.121 307.453 Q169.121 316.18 166.042 320.786 Q162.987 325.37 157.177 325.37 Q151.366 325.37 148.288 320.786 Q145.232 316.18 145.232 307.453 Q145.232 298.703 148.288 294.12 Q151.366 289.513 157.177 289.513 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M187.338 293.217 Q183.727 293.217 181.899 296.782 Q180.093 300.323 180.093 307.453 Q180.093 314.559 181.899 318.124 Q183.727 321.666 187.338 321.666 Q190.973 321.666 192.778 318.124 Q194.607 314.559 194.607 307.453 Q194.607 300.323 192.778 296.782 Q190.973 293.217 187.338 293.217 M187.338 289.513 Q193.149 289.513 196.204 294.12 Q199.283 298.703 199.283 307.453 Q199.283 316.18 196.204 320.786 Q193.149 325.37 187.338 325.37 Q181.528 325.37 178.45 320.786 Q175.394 316.18 175.394 307.453 Q175.394 298.703 178.45 294.12 Q181.528 289.513 187.338 289.513 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M217.5 293.217 Q213.889 293.217 212.061 296.782 Q210.255 300.323 210.255 307.453 Q210.255 314.559 212.061 318.124 Q213.889 321.666 217.5 321.666 Q221.135 321.666 222.94 318.124 Q224.769 314.559 224.769 307.453 Q224.769 300.323 222.94 296.782 Q221.135 293.217 217.5 293.217 M217.5 289.513 Q223.31 289.513 226.366 294.12 Q229.445 298.703 229.445 307.453 Q229.445 316.18 226.366 320.786 Q223.31 325.37 217.5 325.37 Q211.69 325.37 208.612 320.786 Q205.556 316.18 205.556 307.453 Q205.556 298.703 208.612 294.12 Q211.69 289.513 217.5 289.513 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M16.4842 899.415 L16.4842 872.106 L21.895 872.106 L21.895 892.986 L35.8996 892.986 L35.8996 874.144 L41.3104 874.144 L41.3104 892.986 L64.0042 892.986 L64.0042 899.415 L16.4842 899.415 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M33.8307 846.262 Q33.2578 847.248 33.0032 848.426 Q32.7167 849.572 32.7167 850.972 Q32.7167 855.938 35.9632 858.611 Q39.1779 861.253 45.2253 861.253 L64.0042 861.253 L64.0042 867.141 L28.3562 867.141 L28.3562 861.253 L33.8944 861.253 Q30.6479 859.407 29.0883 856.447 Q27.4968 853.487 27.4968 849.254 Q27.4968 848.649 27.5923 847.917 Q27.656 847.185 27.8151 846.294 L33.8307 846.262 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M44.7161 811.059 L47.5806 811.059 L47.5806 837.986 Q53.6281 837.604 56.8109 834.358 Q59.9619 831.08 59.9619 825.255 Q59.9619 821.881 59.1344 818.73 Q58.3069 815.547 56.6518 812.428 L62.1899 812.428 Q63.5267 815.579 64.227 818.889 Q64.9272 822.199 64.9272 825.605 Q64.9272 834.135 59.9619 839.132 Q54.9967 844.097 46.5303 844.097 Q37.7774 844.097 32.6531 839.387 Q27.4968 834.644 27.4968 826.624 Q27.4968 819.43 32.1438 815.261 Q36.7589 811.059 44.7161 811.059 M42.9973 816.916 Q38.1912 816.979 35.3266 819.621 Q32.4621 822.231 32.4621 826.56 Q32.4621 831.461 35.2312 834.422 Q38.0002 837.35 43.0292 837.795 L42.9973 816.916 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M46.212 797.946 Q52.6732 797.946 56.3653 795.304 Q60.0256 792.631 60.0256 787.984 Q60.0256 783.337 56.3653 780.663 Q52.6732 777.99 46.212 777.99 Q39.7508 777.99 36.0905 780.663 Q32.3984 783.337 32.3984 787.984 Q32.3984 792.631 36.0905 795.304 Q39.7508 797.946 46.212 797.946 M58.657 777.99 Q61.8398 779.836 63.3994 782.668 Q64.9272 785.469 64.9272 789.416 Q64.9272 795.877 59.771 799.951 Q54.6147 803.993 46.212 803.993 Q37.8093 803.993 32.6531 799.951 Q27.4968 795.877 27.4968 789.416 Q27.4968 785.469 29.0564 782.668 Q30.5842 779.836 33.7671 777.99 L28.3562 777.99 L28.3562 772.133 L77.5631 772.133 L77.5631 777.99 L58.657 777.99 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M49.9359 760.675 L28.3562 760.675 L28.3562 754.818 L49.7131 754.818 Q54.7739 754.818 57.3202 752.845 Q59.8346 750.872 59.8346 746.925 Q59.8346 742.182 56.8109 739.445 Q53.7872 736.676 48.5673 736.676 L28.3562 736.676 L28.3562 730.82 L64.0042 730.82 L64.0042 736.676 L58.5296 736.676 Q61.7762 738.809 63.3676 741.641 Q64.9272 744.442 64.9272 748.166 Q64.9272 754.309 61.1078 757.492 Q57.2883 760.675 49.9359 760.675 M27.4968 745.938 L27.4968 745.938 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M44.7161 688.265 L47.5806 688.265 L47.5806 715.192 Q53.6281 714.81 56.8109 711.563 Q59.9619 708.285 59.9619 702.46 Q59.9619 699.087 59.1344 695.936 Q58.3069 692.753 56.6518 689.634 L62.1899 689.634 Q63.5267 692.785 64.227 696.095 Q64.9272 699.405 64.9272 702.811 Q64.9272 711.341 59.9619 716.338 Q54.9967 721.303 46.5303 721.303 Q37.7774 721.303 32.6531 716.592 Q27.4968 711.85 27.4968 703.829 Q27.4968 696.636 32.1438 692.466 Q36.7589 688.265 44.7161 688.265 M42.9973 694.121 Q38.1912 694.185 35.3266 696.827 Q32.4621 699.437 32.4621 703.765 Q32.4621 708.667 35.2312 711.627 Q38.0002 714.555 43.0292 715.001 L42.9973 694.121 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M42.4881 649.02 L64.0042 649.02 L64.0042 654.877 L42.679 654.877 Q37.6183 654.877 35.1038 656.85 Q32.5894 658.823 32.5894 662.77 Q32.5894 667.513 35.6131 670.25 Q38.6368 672.987 43.8567 672.987 L64.0042 672.987 L64.0042 678.875 L28.3562 678.875 L28.3562 672.987 L33.8944 672.987 Q30.6797 670.887 29.0883 668.054 Q27.4968 665.189 27.4968 661.465 Q27.4968 655.322 31.3163 652.171 Q35.1038 649.02 42.4881 649.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M29.7248 611.685 L35.1993 611.685 Q33.8307 614.168 33.1623 616.683 Q32.4621 619.165 32.4621 621.711 Q32.4621 627.409 36.0905 630.56 Q39.6872 633.711 46.212 633.711 Q52.7369 633.711 56.3653 630.56 Q59.9619 627.409 59.9619 621.711 Q59.9619 619.165 59.2935 616.683 Q58.5933 614.168 57.2247 611.685 L62.6355 611.685 Q63.7814 614.136 64.3543 616.778 Q64.9272 619.388 64.9272 622.348 Q64.9272 630.401 59.8664 635.143 Q54.8057 639.886 46.212 639.886 Q37.491 639.886 32.4939 635.111 Q27.4968 630.305 27.4968 621.966 Q27.4968 619.261 28.0697 616.683 Q28.6108 614.104 29.7248 611.685 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M67.3143 586.668 Q73.68 589.151 75.6216 591.506 Q77.5631 593.861 77.5631 597.808 L77.5631 602.487 L72.6615 602.487 L72.6615 599.05 Q72.6615 596.631 71.5157 595.294 Q70.3699 593.957 66.1048 592.334 L63.4312 591.283 L28.3562 605.702 L28.3562 599.495 L56.238 588.355 L28.3562 577.215 L28.3562 571.009 L67.3143 586.668 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><g clip-path=\"url(#clip782)\">\n",
       "<image width=\"1847\" height=\"1376\" xlink:href=\"data:image/png;base64,\n",
       "iVBORw0KGgoAAAANSUhEUgAABzcAAAVgCAYAAADCU9AtAAAgAElEQVR4nOzb0ZLbuBGG0caO7Ere\n",
       "/2Gzu54RcuHbJCWmhJb+nnMewCBBgoT4eVbVbReXrFqvPoSn2NVz6afMV1XPnHXM15Tz4D25v96P\n",
       "a3JN1/vxNNfkuilzNmXNT1mLVbPma8o6gZOmPIe5btK1n/IenvQO7jDp2TJlPdrjASdMeHf98eoD\n",
       "AAAAAAAAAHiEuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAE\n",
       "cRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQ\n",
       "QdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAA\n",
       "RBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAA\n",
       "ABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAA\n",
       "AECEVXXbrz6IZ1m1Xn0IT7Pr/GWZNF+TdFz7Du4vgO/BnuUa8wVvZDWslT1jb191/vnl2fV9TfkN\n",
       "XOU+hkd0rXnrEeC/m7D/8pebAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJ\n",
       "AAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBu\n",
       "AgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKI\n",
       "mwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI\n",
       "4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAg\n",
       "grgJAAAAAAAARFhVt/3qg3iWVevVh8B/shquyx5zG0O8XefX46TnvfmC92E9Pq5jrrq4JtdMmS8A\n",
       "eBZ7SE6yxwNSnX5++ctNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAA\n",
       "AAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAA\n",
       "AAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAA\n",
       "AAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMA\n",
       "AAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwE\n",
       "AAAAAAAAIoibAAAAAAAAQITbqw8AnmHXbhln1WoY5PwYe9+Pj9EyVzCAtfK4Uc/6Dg3vk6qq2j3X\n",
       "pcOYa9/AXL0f14TjTr9XBr1PWt7Bk+YLwnkHX+N33TVTzqOq59pPmi/gf/OXmwAAAAAAAEAEcRMA\n",
       "AAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwE\n",
       "AAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3\n",
       "AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHE\n",
       "TQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAE\n",
       "cRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAES4dQ20anUNdd5qOJe9z4/RcR5V\n",
       "LefSdn91zdlhazX8vwb38Lc16nnP4xrW45q0FIe8T9p43r+f9XF+jP11fgy+tV2DfqfwuCm/57s0\n",
       "zNfe9+NjVDWtR/fX4+zvvq1R70Zr/pIx3yN5T0P2LKOekYf5y00AAAAAAAAggrgJAAAAAAAARBA3\n",
       "AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHE\n",
       "TQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAE\n",
       "cRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQ\n",
       "QdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAA\n",
       "RBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABAhNurDyDS3q8+gueYch6N9r4f\n",
       "H2Othv9z0HDtd50fY9U6PsbvgRrG6ViPHedR5dkC72LSWuw6lynPey5p2bMM2d9VDZqvqlpTlmPX\n",
       "Hm8Kz+G30/a7roP763Hm6pKO92/VrPU45btU17XvsOrj+Bi7Po+P0bJOmvZ3Ld+6Bz1XJp3LBP5y\n",
       "EwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB\n",
       "3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABE\n",
       "EDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAA\n",
       "EcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAA\n",
       "QARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAA\n",
       "ABDh9uoDeKq1esbZu2ec07rma5BV5uxRaw36vxMda75lPXZdk6/zQ0x6fk15p0wy6f6awjW5pmW+\n",
       "7g1j9OjZs3SM0fD+rUnzVWXP8mb8nr+m7d5qWI9rzjulhXv4miHz5RvLdS1z1nAubd8ih+xZWuZr\n",
       "0De8VVO+eQ7i/fiwQW9GAAAAAAAAYDJxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAA\n",
       "AAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAA\n",
       "AAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAA\n",
       "AAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYA\n",
       "AAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJ\n",
       "AAAAAAAARFhVt90z0OoYhne0Po4Psffn8TGqBt3Hq+E8dsOjpeM8qnrOpYP5uq5rzk6bsh4n3VsQ\n",
       "btf59Thm31XV8ozc+358jKqm69Lw+6Gq5zdEz3wNWStd73l7lmvMF+ncw9eYL05yfz3ON7zr7Inf\n",
       "zunvBv5yEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAA\n",
       "AAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkA\n",
       "AAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4C\n",
       "AAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoib\n",
       "AAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAji\n",
       "JgAAAAAAABDh9uoD4Du4Hx9h1To+Rpt1/lz2dk3gbez96iOA99fwbqwq6/GCtRr+j+Sk69FwLrP2\n",
       "Xuf3qvwfJq1JOKVjzzJlLXbt7+CkId/wqpr2klOeX3xf7uG34i83AQAAAAAAgAjiJgAAAAAAABBB\n",
       "3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABE\n",
       "EDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAA\n",
       "EcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAA\n",
       "QARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAA\n",
       "ABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABFurz4AoN+q9epDiLJrHx/D\n",
       "NSHePr9ORlkNa37SNek6F9eFUxrurb3vx8eoatqzNK0T+y94gPfWNebrcZP2d5O4h9/OqP2K31tv\n",
       "Z9Q3z4ZrP2q+BvCXmwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAA\n",
       "AEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAA\n",
       "AAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAA\n",
       "AABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAA\n",
       "AAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAA\n",
       "AAAAAES4vfoAnmqtVx/B8+x9foxJ89WlZc46/s/B1/khBt1fqxrOZdB8tTBf10yZr453Y9Wc+Zpy\n",
       "Hq28g7+lIfu7VZ6Rl435zdX1f5YPP78m3VsdzNf31bUnPs09fM2k+Rr1u27I74cq83XFoPXom+c1\n",
       "LfM1yeHnvb/cBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4\n",
       "CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIgg\n",
       "bgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAi\n",
       "iJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACA\n",
       "COImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAA\n",
       "IMLt1QfwXD2tdjWMs9fn8TFGte11bxro/Jz13F9d83XWanqE9azH89rmq361jNOhY86mzFfLXA1Z\n",
       "i1V967HDLnuWS9ZqGGTKfqVrzTfM1+p4n8zY31VVrfWzZZy9/2oZ57SO9VjlN8QV9izX9OwlujSs\n",
       "x46tRFXV8ffKpP1dx/PRN8/rpuyJZ7x/q5rmq76Oj9HBN7zr7Fmu6nivnH1+DdpJAAAAAAAAAJOJ\n",
       "mwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI\n",
       "4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAg\n",
       "grgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAA\n",
       "iCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAA\n",
       "ACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAES4tY201vkh\n",
       "ulrtOj/O2g2XpuE8qqpq3xsG0emvWA1Lf1fDdW+6h1vWY4fVdR7nr33f875jzobMV8d63E1rfsp8\n",
       "NVn18/wgLXuJql2fx8foeAf3rMeOZ9eQ929VdexVJ81X27msnmfLHEPeXUP2LF374bXOv+d303t+\n",
       "yh5v7/P7laqGZ3HTfrhjvia9g8d88+wyaL56vuOdP5fzBWLYN8/60TJOi45veC2/g+c0rtpfR//5\n",
       "Ib9OAAAAAAAAgOnETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAA\n",
       "ACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAA\n",
       "AIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAA\n",
       "AAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAA\n",
       "AAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEOH26gN4\n",
       "qtVzOnv/fXyM1XAuq+ny3+vP42Ospk6/1s/jY3TcXx065qrq3jBG1W4Y54/1j+Nj7Po8PkaXnvur\n",
       "59q33MdN83Vez5qfMl/7/q+WcdYf/+wY5PwYVVW74TnZcC4de7xdM/YrVU37O+/gS3revz3jtOxZ\n",
       "Op5dDbr2dz3m7O9Wxzt42+O9pcPXvuubVMs7eMj+rmrOfFU17YmHfMOr8l3qilnfPM9fk9Vwb/WZ\n",
       "s8dr+8Z2kL/cBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4\n",
       "CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIgg\n",
       "bgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAi\n",
       "iJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACA\n",
       "COImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAA\n",
       "IIK4CQAAAAAAAERYVbfdMtCa1FGnnMu9ZZRVt+Nj7KZz6ZiztX4eH2Pvv4+P0aFjrqqq9v2v84Os\n",
       "j/NDND27dn02jNJzLh1z1jFfc57D3lvXdL0bp+yLqtZquPa74xnZsF8Zs06q5sxXx73Vo2O+qqr2\n",
       "/nV+EHu8h3Vd9w5T9ndd+p73M/St+dPXxd7+mknzZc9yRd98nX+2tHxjsb+7pGO+1vpxfIwuk/Z4\n",
       "He+u098/5nyNAgAAAAAAAEYTNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARx\n",
       "EwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB\n",
       "3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABE\n",
       "EDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAA\n",
       "EcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAA\n",
       "QARxEwAAAAAAAIiwqm67Z6DVMMjH+TGqqureNM5pg9r2/uoZp+0eO6xjvqbMVVXTfDU8I7vW/Jj5\n",
       "qmqZszHz1XF/TXn/Vpmvq3qeX6thnL1/HR9jzDvY/u6aUfPV9PzaDT+FG97Bq27Hx6hqeH7Z310z\n",
       "ab7sWS6aMl+Dvkm1XJOu+Zpyf1XNucdck2tmzNeY/V3VrD3LqD3eeXufXY9TnvIAAAAAAADAcOIm\n",
       "AAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4\n",
       "CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIgg\n",
       "bgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAi\n",
       "iJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACA\n",
       "COImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEW6vPoCn2l89\n",
       "46zVM85pbfP10TBG0zXpmLMx83VvGMP/z4D30bHmJzFflzTtWfZquC4d72D7lWumzFebQXu8jjU/\n",
       "yK599N9fNeR3dlXT86vrt5B1cs2gZ+Tpc5n0TWqffT7+Nmm+us5lyHpsub9q0PfuhvlqmKvd9f6d\n",
       "ct27mK+3ogwAAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwE\n",
       "AAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3\n",
       "AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHE\n",
       "TQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAE\n",
       "cRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQ\n",
       "4fbqA3imtX68+hCeZtfn8TG65mvXvWWcDh1z1jJfex8fouX+Wj3/P2Pvr+NjrEGP473O38Pm66rz\n",
       "a2U1jLH3r+NjVFXV+jg/RMd8DXr/1nr1ATxRxztlyn6ly5Q13/I+aXoHN+3x7vc/j4+x1pw9yzp+\n",
       "XXque887eI6ONd/x/eO3GXviLqff9aO+SQ3ZS/weaM7vlCl7FvN1jW941/TcX5P2eHPmq8fZ+Zo0\n",
       "UwAAAAAAAMBg4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAAR\n",
       "xE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABA\n",
       "BHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAA+Df7dttr6VnWcfi89157HtsObWmbMmlqIkGEIChS\n",
       "sLSmPgHRD+A3VOM7SIyJJkRjNCb6xhDUIEIaLKUtlHZmOp3O7L1uX4AvNBpnJXOee/53j+MD7HOt\n",
       "63661vqtDUAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI\n",
       "4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAg\n",
       "grgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAi7JZaZiYtA3OWoVa77geGDLyX\n",
       "ofVaBt7Lut5tnzFlWXbtM9bqP4cnZixr+4ifD+q/f42s18C5VVVV68A1P7BeVTNrtqwT1/xp+4xl\n",
       "udQ+Y+J9jJm4Hj0bH0pTjy7u38RedWTf7eQ62GbuLWOfgzfy2+iB9Zr4nDK1Hx45v/ZDN7CJr6WW\n",
       "C+0zpr7/WKr5Hrmp7/AGjD2zNvKd55SB86v9Wvy5ke+lJt7Lctw+wnd4D6mR71km7pFD33mO3Ft6\n",
       "N18bOnsBAAAAAACALRM3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAA\n",
       "AAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAA\n",
       "AAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEA\n",
       "AAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0A\n",
       "AAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABAhN15\n",
       "v4BEa+3P+yVEWQZOs7VO22fMmfjNwUZ+17AMvY91I+u1Dt271rP+Gctx/4yqmrhW1vWD9hlz69Vr\n",
       "4nlStZ3n/DJ0r59Zr43chzdkWQaux6Hn1sQ5PHP/2tJ1MvVe3L8O071eU2s1sL/b1OfTfstyMjJn\n",
       "4rgsA59R9+vU+dX7Xqb2qhxoYP+1pc8pE3videyan7CNz9rb2kNu570cDVyPZ+ud9hljx37ie/W1\n",
       "98/bSQAAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAA\n",
       "AAAiiJsAAAAAAABABHETAAAAAAAAiCBuAuNBgZMAACAASURBVAAAAAAAABHETQAAAAAAACCCuAkA\n",
       "AAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4C\n",
       "AAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoib\n",
       "AAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAji\n",
       "JgAAAAAAABBht9Y6MmipZWTOhGWgCa+1b58xZa3TgSlD67XsBoZs49gvI2s1pf+YLDWwXsvU71n6\n",
       "7/cT9+GfGbgel22s18y9HpqtW9mzbOP3i1P74Zk9yzb2d1U1tJ8YWq+1/7PwMrb/yje3v5uwkc8P\n",
       "Q+a+/+g/x/Yje4ktXSvcv+3sJaY+Oy7LhYEpA9fjetY/o6qW5aR/yDpxHm/lGWw/fKiZZ3C/sT3x\n",
       "wPXY3R7tiAAAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIA\n",
       "AAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsA\n",
       "AAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOIm\n",
       "AAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4\n",
       "CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIgg\n",
       "bgIAAAAAAAARlqrdOjNomRgzY9nIe1lHDv2MqWMysWYT72Urx345HhmzrqftM5Zl4rcmQ79nWc/6\n",
       "Z4zdhwfWbFPr1Wtd9yNzZq5HDrKV51bVdp7zW3kfUwbWa+weOfG5bmiPVzWzZv02ssfbyH6FD7mR\n",
       "Z/BG7pFTz/mJ9Zr4TDfFHu8wI9fj0H5lM/cv+7vDbGW9hmzls/aQ7s+ovr0DAAAAAAAAIoibAAAA\n",
       "AAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAA\n",
       "AAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkA\n",
       "AAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4C\n",
       "AAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoib\n",
       "AAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARFiqdut5v4gHZVmG\n",
       "Wu26kSVblvN+BQ/O1DHZypo5hw9jvQ6zlfWqmlmzrayXtTqM9TqM+9dh7FcOY70ePq75wwyt17ru\n",
       "W//+UkPH3TP4MNbrMFt5plT1HxdrdRjrdbiN3L/WmlmvkefwRo7JCPvhwzm/Hjrd9y//uQkAAAAA\n",
       "AABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAA\n",
       "AAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAA\n",
       "AAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAA\n",
       "AAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkA\n",
       "AAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIsFTt\n",
       "1vN+EQ/KUst5vwT+N8vAcVk3cxpbr4fQWv3rtaX7l/UCYnkG37+BtVrXffuMqqFnivWi08S9q/rP\n",
       "sS2dW/bDQCz74cNYr8NsZE+8pWewPQudus8v/7kJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB\n",
       "3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABE\n",
       "EDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAA\n",
       "EcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAA\n",
       "QARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAA\n",
       "ABBB3AQAAAAAAAAiiJsAAAAAAABAhN15vwA+BNb1vF8B/8Na/cdkqaV9Ri0DM6pqcQofZOTYA3C+\n",
       "BvZ3m3qeWK+H0mb2xEO29F66WSuA/9vE87dqO/di63WYrbwP33nC/89/bgIAAAAAAAARxE0AAAAA\n",
       "AAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAA\n",
       "AAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAA\n",
       "AAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEA\n",
       "AAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0A\n",
       "AAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiLFW79bxfxIOy1HLe\n",
       "LwGYtMxc8+u6b5/h/gUA/91aMx9TtvIM3tR6De3xat3MR2EAAICHSvdnVP+5CQAAAAAAAEQQNwEA\n",
       "AAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0A\n",
       "AAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHET\n",
       "AAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHc\n",
       "BAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQ\n",
       "NwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQITdeb8APgSWpX/GuvbP2JC1+tdr\n",
       "qYHjzmEmrsWqWtd9+4yx88v9i2RD17xzmC6b2kt4njyU7Ik/pFyP8OEycM37DHyYifWq2s4zeGK/\n",
       "UmW9DrGVtYJ0/nMTAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACA\n",
       "COImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAA\n",
       "IIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAA\n",
       "AIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAA\n",
       "AAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAA\n",
       "AACACOImAAAAAAAAEGF33i8g0rL0z1jX/hkbstbMei01cOwHzq/F6XWQkeMO6TwbD2O9Hk6Oy/2z\n",
       "Vg8d+5XDbWbNJq7HqlrXfevf38zx2Br3+4fP0DXvuNw/96/DbGq9fId3GM+U++defzjn14eO/9wE\n",
       "AAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3\n",
       "AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHE\n",
       "TQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAE\n",
       "cRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQ\n",
       "QdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAgwu68XwA8CEst\n",
       "5/0SgJ9zPcJ9WNf+GcvQtTjxXgA4d/Z4B5h4Bm/p+WvPAsSa+L+hs4EZU/rXayn3ehrZ4z1U/Ocm\n",
       "AAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4\n",
       "CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIgg\n",
       "bgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAi\n",
       "iJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACA\n",
       "COImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAA\n",
       "IMJuqeW8X8ODsxyf9yt4gM76R1ivwy0T18vEbw4mzq+trFWV9TrUVtarajPX44iBtVr2/TOqqta1\n",
       "f8aWnsEjx2VLv8ezx7t/9neHsV6HWuu0fcay9L+XpXbtM6qq1rrXO2BofzexXhPn1pyJ63Foj7eh\n",
       "+9eI9j3ehtbKZ+ADbWnPsiHW6/5t6nni/nWYoT3LhInj0vz92pZ2EgAAAAAAAMCGiZsAAAAAAABA\n",
       "BHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAA\n",
       "EEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAA\n",
       "AEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAA\n",
       "AAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAA\n",
       "AABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABE2J33C3iw9iNTluVC+4x1\n",
       "5L1saL3Ws/YZU2bW6/32GRMm1qpqar36f2uyLDO3/Jn718xvcybWbG2fMGMZOSYzx31dZp6P3WaO\n",
       "iT3LoWb2LP3rtZ21mjGxXvv1dvuMqqqllv4ZQ3u8GjnHBu7Fy9RvlruP/dD7mFivdeK494/42ZgN\n",
       "7fGG9hPdtrPHs797GPlO6jD2eAfOGPlO/U77jG19h7cdE8/HkfUa2uPN6H3W+89NAAAAAAAAIIK4\n",
       "CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIgg\n",
       "bgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAi\n",
       "iJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACA\n",
       "COImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAA\n",
       "IIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIuxqWc77NTwwx0ePnfdLeGDO\n",
       "1tP2GcdHj7TPqKpaluP2GacD61VVdXx0pX3G0XKxfca99W77jKPlUvuM46PL7TOqhs6vZdc+Ynd0\n",
       "tX1GVdXp/ubInAm7o0fbZ5zt32+fsQ5c87vja+0z9usH7TOqqs72t9pn7I4fb5+xrvfaZ1RtZ72q\n",
       "qtb1rH3G2bKNPZ793WG2sr+r2tger/YDU/p/T2yPd5it7O/26532GVX2eIfa1h7vduvfnzi3pkzs\n",
       "Wbb1Hd7MnmVij7csJ+0zamhPvCwX2mdM7PFOzya+w5vY3/XvV6qqTvfv9Q8ZOocnnitb2uNN3CPP\n",
       "zno/P/jPTQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAA\n",
       "AAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYA\n",
       "AAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJ\n",
       "AAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBu\n",
       "AgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKI\n",
       "mwAAAAAAAECE3VTfPFoutc945MKz7TOqqi4fP94+49bpW+0zpjyxe759xo/vfbd9RlXVWvv2Gc+c\n",
       "fLJ9xhv3/rV9xn5/r33G9YufbZ9RVfX6vX9un7GuZ+0zrl/4XPuMqqrX7327fcbEtVg1cz3++PT7\n",
       "7TPW6j+/PrJ7rn3GrbM322dUVZ2tp+0zLh9/pH3GlDv7G+0zjpeT9hlVVVeO+vd4756+1j5jwsT+\n",
       "7if3+u+PVTPPlGdPPtU+Y2K/UjWzZ/nYhc+0z6iq+uHdb43M6Ta1Xj8a+Awx4aMnH2+f8fbpq+0z\n",
       "JvZ3VVXXdtfbZ9ze/7R9RlXV2dr/GfXi0SPtM6b2RbfPeo/L0dD3kVePP9o+Yyv7u6qp7/D+vX1G\n",
       "1Xb2LPZ4h5lar24Tnx+qqt44/U77jHWd+Q5vYo/37ln//X7iO6mqqpOjy+0z3rnT22z85yYAAAAA\n",
       "AAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAA\n",
       "AAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAA\n",
       "AAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAA\n",
       "AAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYA\n",
       "AAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARdstyYWTQoxefa5/x\n",
       "h4/+VvuMqqo/u/3t9hlfOnqlfcanrp20z6iq+osbr7fP+PzRb7fPqKr6lWuX2mf8/Y1322c8efxU\n",
       "+4wvXLvWPuO7t+61z6iqurS72j7jxSvPtM/4yQdr+4yqqjsnt9pnfOXSp9tnVFXd2/fP+PP1zfYZ\n",
       "X7nwYvuMq7v2EfXHN3/QP6SqvnLhq+0zPnZlaZ/xJzf/rn1GVdVLx6+0z/jFR47bZ1RVff3Wv7TP\n",
       "+NLAnuWXH+vf33/z5hvtM54/+oX2GVVVn7t2uX3GP777XvuMx4+fbJ9RVfWFR/r3eN9777R9RlXV\n",
       "ycnF9hkvXbnePuOduzN7vL+tG61//2sXP9f69//LwPauvrH/UfuMr134zfYZVVUDj5T6oxt/2T+k\n",
       "qn73wu+0z7h+pf9/CP705j+0z6jq3+NN7e++ces77TNeGNjffebazPe337zxVvuM546eb59RVfXZ\n",
       "x660z/jWjffbZ1w7fqJ9RlXVFx/5SPuMV2+ftc9YTvrvLa9c7j+Hb8585Vl/Xe+0z/jqxV9rnzHl\n",
       "67dfa5/x+5d+r31GVdV7p/3X4zdPes8v/7kJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQA\n",
       "AAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcB\n",
       "AAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRN\n",
       "AAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARx\n",
       "EwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB\n",
       "3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiLA7Pro8M+joYvuM566ctc+oqnrhzqfaZxwdt4+o\n",
       "Jy/u+4dU1QuXnm2f8c7dmfdyYeDnAF++dq19xr/d7L9WPhg4JC8/PXChVNXfvPlE+4x37q7tM778\n",
       "1Gn7jKqqt1//ePuMtyZOsKr62rP32mf84D8+3z7jnXv91/zLT/ev1fff++32GVVVZ2v/9fhLj91t\n",
       "n/H5my+0z6iqunLc/3B8/mr/+VVV9eu3P9k/ZGAv8cSF/nvkb1x5pn3GW3dm7vW7pX/Glx+/2j7j\n",
       "2+/OPOfvDHzkevmpgYNSVfs3n26fMbHHe2ngGVxV9fZrvZ+D3/pg5vP8H1zvX69Xf/DF9hnvns6s\n",
       "10tP999bvnfrlfYZVVX7/suxPvHoxB7vV9tnVPXv8a5fmXlufenOJ9pn3Bs4uR7dDZzAVfXi1afa\n",
       "Z/zw/Zk93tHEHu/JS+0z/umnJ+0zqqpuDVySL/efXnXnjf7vod/+oP96fOWZmf3dG699un3G2B7v\n",
       "Y/0n8avvv9g+472hPd4nH+v/Xv2v3t61/n3/uQkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHc\n",
       "BAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAID/bN/On+2u7/uOv+4uXe0b\n",
       "QhJICARmMQIBYrVsAXYxS1InJqzGyaSuM6GNk7rTZpw4XhqXqWeSZpxM3biFEFNskxAbG7t1Ghso\n",
       "2MaG2MasEmKXEAIhgfblbqc/6T/I+5v5zDwef8D3KR3de76f833pAAAAAABNMG4CAAAAAAAATTBu\n",
       "AgAAAAAAAE0wbgIAAAAAAABNMG4CAAAAAAAATTBuAgAAAAAAAE0wbgIAAAAAAABNMG4CAAAAAAAA\n",
       "TTBuAgAAAAAAAE0wbgIAAAAAAABNMG4CAAAAAAAATTBuAgAAAAAAAE0wbgIAAAAAAABNMG4CAAAA\n",
       "AAAATTBuAgAAAAAAAE0wbgIAAAAAAABNMG4CAAAAAAAATTBuAgAAAAAAAE0wbgIAAAAAAABNMG4C\n",
       "AAAAAAAATTBuAgAAAAAAAE0wbgIAAAAAAABNGBzsn9ZJaLI3Ud5YPuNgeSNJ5g0PlTfu2jJV3pg9\n",
       "NFDeSJJrV+4qb3x8w3h5I0mO7y0rb/zGaRvLG5c8vL28cfnku8sbHzrrp+WNJPnje18qb1w1+Gvl\n",
       "jWvOfbS8kSSfuedAeeN9g+8tbyTJL635WXnjL7eeWN5YNLCwvHHJSRvKG/e9fmZ5oytnL36tvLH1\n",
       "wHHljSR5Ylf9mWXFzP3ljSSZNzxc3rj15V554/zBkfLG9SdsK2989KnD5Y0kWTZ1fHnjt898urxx\n",
       "0UOvlzeS5PLJS8sbN57dzRnvM998obzxS4PXlTeuXvtIeSNJPvda7efH9QMXlF7/iCvOeKy8cduW\n",
       "U8sbiwZmlzeSZP2qTeWNn+w4vbyRJPsn6u/BZyyqfy/eefiY8kaS/GTnZOn1l4128wxv2Wh94wsv\n",
       "1p+HzxqYWd5IkhtWbS1v3PREN2f7oydPKW/89llPlTf+4r4t5Y0kuXzw8vLGDWvrn0t96hubyxtd\n",
       "PMP71Y7Od7dsm1HeeNfAmvJGklzZwRnvq1tWlzemD9Q/l0iStQvrN5v/tqP2M71vbgIAAAAAAABN\n",
       "MG4CAAAAAAAATTBuAgAAAAAAAE0wbgIAAAAAAABNMG4CAAAAAAAATTBuAgAAAAAAAE0wbgIAAAAA\n",
       "AABNMG4CAAAAAAAATTBuAgAAAAAAAE0wbgIAAAAAAABNMG4CAAAAAAAATTBuAgAAAAAAAE0wbgIA\n",
       "AAAAAABNMG4CAAAAAAAATTBuAgAAAAAAAE0wbgIAAAAAAABNMG4CAAAAAAAATTBuAgAAAAAAAE0w\n",
       "bgIAAAAAAABNMG4CAAAAAAAATTBuAgAAAAAAAE0wbgIAAAAAAABNMG4CAAAAAAAATTBuAgAAAAAA\n",
       "AE0wbgIAAAAAAABNMG4CAAAAAAAATTBuAgAAAAAAAE0wbgIAAAAAAABNMG4CAAAAAAAATTBuAgAA\n",
       "AAAAAE3omzXtlF4XoYG+wfLGG/d3s9Xe+uvnlzc27R0pb3zu0R3ljST52bUHyxtfeubY8kaSfPne\n",
       "fyhvvH37QHnj1+66qLxx35//dXmjt7+b3/kTP7m+vPHEbz1d3hi9cri8kSSzLhsrbzxx+YryRpIs\n",
       "/Yul5Y1FJz5S3vj2mrXljXPvW13eWHfUs+WNJPnYiunljWt+dlJ543eXv1reSJLjZ06WN37n8dnl\n",
       "jST52rk7yxtP7Z5W3vgvP3qlvLHhI/Xv9Z//+aryRpJ87e57yxt7vzlU3rjy9veUN5Lkwc/fWd7o\n",
       "m97JR9Ss/HfryhuP37S5vDHrpvr3q6NsSgAAF8JJREFUlSQZXbet9Pq/eF/9WSJJVty2rLyxbNXP\n",
       "yxt3nXZ6eSNJ1j1Y/+/y/oUvljeS5Kbl9Z8fb3ys/t71B8d3c8abPzxVev2PP1Z/b0ySb717d3nj\n",
       "R2/OLG/82YMbyxtJ8sLv1Z/tP/nwKeWNJPn61/6uvLH/gfqf44v/+8XljST58We/Xt4YWFp/xlvy\n",
       "0fr749PX7S1vzL55VnkjSUbXbihv/OyS+i0lSU746gn1jZX1Z7z/eVI3n4OvvPnu8sbS31tTen3f\n",
       "3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAA\n",
       "AJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAA\n",
       "AAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDc\n",
       "BAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAA\n",
       "mmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAA\n",
       "AAAAmmDcBAAAAAAAAJowONA32Eloz6EXyhv9uxeUN5LkohUvljfue+Tk8sbwaxvLG0ly5tq3yhu7\n",
       "n1ha3kiSvudeKm/Mf1d5IjPvXl/e2P9U/b/J9OvmlDeS5Oz+E8sbr208WN5Y+onV5Y0kuX52X3nj\n",
       "+de2lzeSZPnSS8obHztqcXnjuV2HyxvrZxxf3vjIMVvLG0ny3N7h8kb/wLTyxrUrXy9vJMldLx5d\n",
       "3ujf92p5I0kuPaX+jPd/719T3hje+mx54+Tzdpc3Dvxj/ftKkvQ21f+uzH7XUHljwR317ytJsufp\n",
       "FeWNGTfX3xuT5PyBU8sbW56v///EK085s7yRJL8xv/Y88fwbO0uvf8SJi9eXNz62cG55Y9Pu8fJG\n",
       "kvyL0eXljV9fUf85O0k27enmfbLaB4/f0knnto3Hll5/YM/m0usf8Z7T6jt3f/e88sbQKxvKG0my\n",
       "6qL95Y2xH76jvJEkkxv2ljdmrJte3lj2P2aXN5Lk7afrz96zfvmY8sYlQ/XP8F558bnyxjtOPKe8\n",
       "kSS/tbD+/WvT9l3ljSQ5bcH55Y1/s3CgvLFp91R5I0mumjejvLEgtb/zvrkJAAAAAAAANMG4CQAA\n",
       "AAAAADTBuAkAAAAAAAA0wbgJAAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJAAAAAAAANMG4\n",
       "CQAAAAAAADTBuAkAAAAAAAA0wbgJAAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJAAAAAAAA\n",
       "NMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJAAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJAAAA\n",
       "AAAANMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJAAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJ\n",
       "AAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJAAAAAAAANMG4CQAAAAAAADShb+7003tdhPaN\n",
       "bStvfPHEXylvJMlJ83eUN977yA/KG39y/NXljSS54pSnyhsnf+cX5Y0k+fdLfrO+8b4HyhtL73ip\n",
       "vHHTvPrX6r9e893yRpIcd/tgeWP90KXljdtv+IfyRpKsu/OM8sb8qTnljST52w/+tLzxO/euK288\n",
       "M/laeeOe9fX3xq8+ubq8kSR/ufPR8sbfnbGkvPHqnrnljST5yKb6+9Zt77i4vJEkK+fV/xyv+9HD\n",
       "5Y1bVlxX3rj6zJ+XN1bd80R5I0l+9+iPlDc+ccX3yxtLbq9/r0+S6+d+uLzxhWu7OeOt+vKM8sYF\n",
       "/ReVN758w33ljSS57M5zS68/3Ks/cyfJ3R94vLzx+39f/+/+6Pgr5Y0kueeifeWNezedXN5Ikj99\n",
       "48fljbtXryxv7Do0Wt5Ikhuevr/0+l868f2l1z9i9ZJXyxtrH3ikvPGfVtxY3kiSD62t/yy08u6n\n",
       "yxtJcvPi+jPep6/6Xnljye1vljeS5IOzbihvfPH6+jPeKXcsLG+syZryxp3X13/OTpJf/sqF5Y3x\n",
       "vonyRpJ8/apnyhufvf+C8sZ9hzaVN5Lk88cvLm/c9Mzfl17fNzcBAAAAAACAJhg3AQAAAAAAgCYY\n",
       "NwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAA\n",
       "gCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAA\n",
       "AAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3\n",
       "AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACA\n",
       "Jhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmDE72Jv65\n",
       "/wz/ZD736suddD7RW1nemDY0v7zxyS33lzeSZM7QuvLGyOCW8kaS/Olrt5Y3Tn30+vLGjOH63/u/\n",
       "2XNPeeOC+y8vbyTJ/MHN5Y0fTDxY3vir7723vJEki6bqf76e6vtpeSNJ/vz/1b9/jQ72lTd2TL5S\n",
       "3rjlxxeWN5aO9sobSTLZGy9vfPoXi8sbVxw9UN5IkpGB2eWNP3xpe3kjSX5/7Jjyxshg/Rnv06/+\n",
       "7/LGomn195SRoW3ljST5wht/Vd5Y/eNryxuzRh4tbyTJ1/d9q7xx0f2XlTeSZFH/m+WNhycfKm/c\n",
       "+r1LyxtJsiBTpdd/rP8fS69/xJ89eFF5Y1oHt+BdY1vrI0lueaT+jLdyVjdnvF7xz3CSfOrxeeWN\n",
       "X106VN5IkpHBuaXX/8PNL5Ze/4hPT60qb0wbeqG88dkt3yhvJMmy6VeUN0aGujnbf3H7X5c31vzo\n",
       "mvLG7JGflzeS5DsH/09541331Z9ZFmVXeePR3sPljS99/5LyRpLM6+DM8mjvkfpIkj95qP7MMtTB\n",
       "VwX393bUR5Lc9nz9xlXNNzcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3\n",
       "AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACA\n",
       "Jhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAA\n",
       "AACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcB\n",
       "AAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAm\n",
       "GDcBAAAAAACAJhg3AQAAAAAAgCYMTvXGOwn1ehPljVm9+eWNJNk9PljeODT+Vnnj2OnnljeS5K3D\n",
       "w+WNw+NvljeSZP7oqeWNnR28Xl0YGphZ3tg5NlTeSJLpvRnljR1TB8sbb40NlDeSZKSvV944NLmr\n",
       "vJEke8b6yhv1hWR/B++RXfw6jk128Wp18/M1OFD/d9k/0c3/YTs0Uf96ze5bXd5Ikl2dnPF2lDeW\n",
       "ja4tb3Ryvpt4u7yRJHOnnVTe6OJ819fXzX1+sH+0vLHzcDdnvJHetPLGeAdnvF3j3bzfDxVnDnTw\n",
       "GThJ9nbzCKRcF+e7JBkfrD/bd3XGOzy5p7wx0F//+7h/spv3+8PFZ7xj+99Zev0jdnXwQeXg+Ovl\n",
       "jSUdnO+Sbs4s45P7yxtJMmfa8eWNLl6vwb6R8kaSjPXVv391ccab3sH5bmxyX3ljV0fP8Ib6psob\n",
       "XZ3x9tfPT+ngUU5nZ7wDA/WH4l5vsvT6vrkJAAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJ\n",
       "AAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJAAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0\n",
       "wbgJAAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJAAAAAAAANMG4CQAAAAAAADTBuAkAAAAA\n",
       "AAA0wbgJAAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJAAAAAAAANMG4CQAAAAAAADTBuAkA\n",
       "AAAAAAA0wbgJAAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJAAAAAAAANMG4CQAAAAAAADTB\n",
       "uAkAAAAAAAA0wbgJAAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0YfCf+w/wT2nr1DOddGYNXlje\n",
       "mD60qLyx9dBj5Y0kGR08pryxeMY55Y0k2XHo2fLGyMDZ5Y3jBs4sb7ww8Uh5Y6CvV95IkmN7R5U3\n",
       "Xu2r/78mk72+8kaSLBweKm/0Hezm/+bsm6hvzBmub3Rh59hYeePk2d0cWyanDpc3Ng+9Ud64fOjo\n",
       "8kZXXuk90UmnizPejJFl5Y1th+pfr9HBleWNpaNryxtJsv1Q/WeI4f76M8vKrC5vJMnG3g/LG33d\n",
       "HFlyTOaVN17q4Iw3PtXNC7ZgeKA2MF57+SP2ddA5enp9o9ebqo8k2T5Wfy5aPa+bA3EXZ7wtQ6+W\n",
       "N2YNrihvJEl/X+3Ze/NkR+e7oXXljTnTVpU3ujivJMno4InljWXTu3mG9/rhJ8sbwwP178XHT51S\n",
       "3kiSJ3sPlTf6OziyLBmYVd7YMFmeyOFubvOZP9zB87X6x0VJkj3j9Z+5jpvR0QeVDuzp31/e6O+r\n",
       "fUbsm5sAAAAAAABAE4ybAAAAAAAAQBOMmwAAAAAAAEATjJsAAAAAAABAE4ybAAAAAAAAQBOMmwAA\n",
       "AAAAAEATjJsAAAAAAABAE4ybAAAAAAAAQBOMmwAAAAAAAEATjJsAAAAAAABAE4ybAAAAAAAAQBOM\n",
       "mwAAAAAAAEATjJsAAAAAAABAE4ybAAAAAAAAQBOMmwAAAAAAAEATjJsAAAAAAABAE4ybAAAAAAAA\n",
       "QBOMmwAAAAAAAEATjJsAAAAAAABAE4ybAAAAAAAAQBOMmwAAAAAAAEATjJsAAAAAAABAE4ybAAAA\n",
       "AAAAQBOMmwAAAAAAAEATjJsAAAAAAABAE4ybAAAAAAAAQBOMmwAAAAAAAEATjJsAAAAAAABAE4yb\n",
       "AAAAAAAAQBMGuwodM3p+eeNw9pU3kmTFrD3ljdP6LihvvDrtlfJGkswfOVTeOLP3zvJGkmyaNru8\n",
       "MdTXK2+cM21ReWP80JryxthUN/8/4+z5feWN198+u7yxZ7w8kSQ5b9FYeWPj1vp7SpLsGp8qb7x/\n",
       "af296+E97ylv7MrB8sY5C7v5IT5tx6Xljbezo7xx6vy3yhtJcuq2i8sbb/RvKW8kyfKZe8sbp6X+\n",
       "/WvLtJfLG/NGDpc3zszJ5Y0k2TBtenljoIPz3dkz5pY3kuTggfozy8GJbs545yyob7y6s/712lV/\n",
       "9EqSnL+w9vf+qUMXll7/iF3jE+WNDyyvP989uLv+/psku7O/vHHWgvr7b5Kctr3+jLcz28sbJ8/r\n",
       "5ox32mvrS6+/rX9z6fWPWDqj/vfxnb215Y1XOjjfJcnsofqbyln9q8obSfLkyEgnnWpnzZ7ZSWfv\n",
       "vvozy/6J+udraxfUn7s3bz+vvNHV+W7dUfXPch4/+K7yRpLsGq9/ZnTeogPljft31T/DS5K3++qf\n",
       "S80YXlx6fd/cBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACa\n",
       "YNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAA\n",
       "AACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQA\n",
       "AAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg\n",
       "3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAA\n",
       "AJpg3AQAAAAAAACaYNwEAAAAAAAAmjA4OXW4k9BFQyeVN54+vLO8kSS7Dw+VN248tr5x15aV5Y0k\n",
       "2Tde37hmRTc/x19+eVl549BUX3njsmW7yxtvvHh0eaM/vfJGkpy7cFd544W9C8sbswbLE0mSE2bt\n",
       "KW+sGa1/vboye3isvLFuTv3rtXn/VHljsvd2eSNJrlgwp7zxk52j5Y19YwfKG0lyzdEzyxvf3nZC\n",
       "eSNJ9oxNlDc+vHygvHHn5voz3t4OzndXLz9UH0lyx8vHlDfGOjjfXbqk/nyXJNtePKq8MdjfzRnv\n",
       "zPn195Xn9ywqb8yq/+iYJFk+c2/p9c+Z0c35bqz+yJJpg/X3k/Vzu3m9nttb/4JNTHVzxrtyYf0Z\n",
       "7wc7ppc39hw+WN5IkuuW1J5X73mtq/PdZHnjxuX19/mvbD6uvJEke8fr/y6/cmw3n1P2vrSkvDHR\n",
       "wRnvPYvrn0klydYD9WeW4Q6+ZrV6Xv09ZePuBeWNOcPliSTJktH95Y21M7s5s3TxGXV4oP6Z54Wz\n",
       "u3m9ntlT/1zqyb7avc43NwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcB\n",
       "AAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAm\n",
       "GDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAA\n",
       "AIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEA\n",
       "AAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYY\n",
       "NwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYMjk3s7CTU69U3lvXPrY8k+Y8vP1Pe+Pjik8sb\n",
       "0/v6yhtJ8r9eqf/H/8Cybv4ur/RvLm88/taq8sbE3PrX6/uHvlHeOH3i6vJGkjy6Y15545v7/7a8\n",
       "8Zn53bxef/PywvLGQ2MbyhtJcvNRJ5Y3/vOGaeWNmX1j5Y13HzVY3vjwxl+UN5Lk2pmXljdWzx0u\n",
       "b1z35F3ljST5o2M/VN5YOX20vJEkn3z5+fLGv128orwxUF5IvrG5/nf+sqVT5Y0kebb/2fLGCbtP\n",
       "L28cnppR3kiS7x74Snlj9bybyhtJ8sM3FpQ3vnngW+WNT827qryRJHe8UPt6PT65pfT6R/zmUUvK\n",
       "G5/aWP95a1n/ZHkjSdbOr/+7XP/0D8sbSfKv5v/L8sYZc0bKGx/e8J3yRpL80bIPlF5/6fD00usf\n",
       "cctLr5c3Prqk/jPweA6XN5Lku6/Vn7svPrqb79o83vdYeeOkfeeVNw5PzSpvJMm9+24tb6ye96/L\n",
       "Gw+8Xn+++/bB75U3/mDuJeWNJLn1ufnljRen3ixvJMkNR9X/Xf7DpoPljRN6E+WNJFkxvf651ANv\n",
       "PV56fd/cBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwE\n",
       "AAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACa\n",
       "YNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAA\n",
       "AACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQA\n",
       "AAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg\n",
       "3AQAAAAAAACa8P8B+Mit27Ie1NcAAAAASUVORK5CYII=\n",
       "\" transform=\"translate(265, 47)\"/>\n",
       "</g>\n",
       "<defs>\n",
       "  <clipPath id=\"clip783\">\n",
       "    <rect x=\"2160\" y=\"47\" width=\"73\" height=\"1377\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<g clip-path=\"url(#clip783)\">\n",
       "<image width=\"72\" height=\"1376\" xlink:href=\"data:image/png;base64,\n",
       "iVBORw0KGgoAAAANSUhEUgAAAEgAAAVgCAYAAADsKhu7AAAL6UlEQVR4nO3dwZEjNxBFQVBR/lsh\n",
       "L6UFZIHqHclDpgUTL35wCXTP7Off+/c7/K+/vv0D/DqBgkBBoCBQmPv+/fbP8NMsKAgUBAoChXnv\n",
       "z7d/hp9mQUGgIFAQKAgUHDWCBQWBgkBBoDDPh/TKgoJAQaAgUJh3fUhvLCgIFAQKAgWBgqNGsKAg\n",
       "UBAoCBR8SAcLCgIFgYJAwX1QsKAgUBAoCBQECnMcNVYWFAQKAgWBgvugYEFBoCBQECgIFOa4MFtZ\n",
       "UBAoCBQECnPuP9/+GX6aBQWBgkBBoODSPlhQECgIFAQKAgX3QcGCgkBBoCBQ8CEdLCgIFAQKAgX3\n",
       "QcGCgkBBoCBQECjMx1FjZUFBoCBQECjMuf5XhI0FBYGCQEGgIFBw1AgWFAQKAgWBgqNGsKAgUBAo\n",
       "CBS8HxQsKAgUBAoCBYHCfBw1VhYUBAoCBYGCt1yDBQWBgkBBoOCbdLCgIFAQKAgUBAoePQcLCgIF\n",
       "gYJAwVEjWFAQKAgUBAoCBUeNYEFBoCBQECg4agQLCgIFgYJAYc693/4ZfpoFBYGCQEGgIFBw1AgW\n",
       "FAQKAgWBgkv7YEFBoCBQECj4kA4WFAQKAgWBgkBhPp5qrCwoCBQECgIFR41gQUGgIFAQKAgUvEAV\n",
       "LCgIFAQKAgX3QcGCgkBBoCBQcB8ULCgIFAQKAgWBgvugYEFBoCBQECj4kA4WFAQKAgWBgl/qDRYU\n",
       "BAoCBYGCQMFRI1hQECgIFAQKPqSDBQWBgkBBoCBQ8K9YsKAgUBAoCBR8SAcLCgIFgYJAYc7zIb2x\n",
       "oCBQECgIFAQKjhrBgoJAQaAgUPAhHSwoCBQECgIFH9LBgoJAQaAgUBAozLnv2z/DT7OgIFAQKAgU\n",
       "HDWCBQWBgkBBoCBQcNQIFhQECgIFgYKjRrCgIFAQKAgUfJMOFhQECgIFgYJAYY6TxsqCgkBBoCBQ\n",
       "mPMcNTYWFAQKAgWBgm/SwYKCQEGgIFAQKPhXLFhQECgIFAQK44/g7SwoCBQECgIFgYKjRrCgIFAQ\n",
       "KAgUfEgHCwoCBYGCQGHO/Xz7Z/hpFhQECgIFgYJAYd7zr9jGgoJAQaAgUHAfFCwoCBQECgIF90HB\n",
       "goJAQaAgUBAozLsabdQJAgWBgkDBUSNYUBAoCBQECgKFOR49rywoCBQECgKFeY4aKwsKAgWBgkBh\n",
       "jkv7lTpBoCBQECgIFBw1ggUFgYJAQaDg0j5YUBAoCBQECl7iDOoEgYJAQaAgUPCWa7CgIFAQKAgU\n",
       "XNoHCwoCBYGCQEGgMO9ptFEnCBQECgIF90HBgoJAQaAgUHAfFCwoCBQECgIFgcIc90ErdYJAQaAg\n",
       "UHDUCBYUBAoCBYGCD+lgQUGgIFAQKAgU/NZzsKAgUBAoCBT81nNQJwgUBAoCBYHCPEeNlQUFgYJA\n",
       "QaDgqUawoCBQECgIFPyvCEGdIFAQKAgUBArug4IFBYGCQEGg4D4oWFAQKAgUBAq+SQcLCgIFgYJA\n",
       "QaDgLdegThAoCBQECo4awYKCQEGgIFAQKHiqESwoCBQECgIFR41gQUGgIFAQKPiva4IFBYGCQEGg\n",
       "IFDwv2QGdYJAQaAgUHAfFCwoCBQECgIFT1aDBQWBgkBBoCBQcNQIFhQECgIFgcJcH9IrCwoCBYGC\n",
       "QEGg4LeegzpBoCBQECi4DwoWFAQKAgWBgg/pYEFBoCBQECgIFLxAFSwoCBQECgIFR41gQUGgIFAQ\n",
       "KPiQDhYUBAoCBYGCQMGfpgjqBIGCQEGgMNel/cqCgkBBoCBQECi4MAsWFAQKAgWBgg/pYEFBoCBQ\n",
       "ECj4kA4WFAQKAgWBgkDBH1gKFhQECgIFgYKjRrCgIFAQKAgUfEgHCwoCBYGCQEGg4FcRgjpBoCBQ\n",
       "ECj4VYRgQUGgIFAQKAgUXJgFCwoCBYGCQMGHdLCgIFAQKAgUvMQZLCgIFAQKAgWBgqNGsKAgUBAo\n",
       "CBTmHR/SGwsKAgWBgkDBfVCwoCBQECgIFAQK7oOCBQWBgkBBoOCoESwoCBQECgIFgYKjRrCgIFAQ\n",
       "KAgUHDWCBQWBgkBBoOCbdLCgIFAQKAgUBAr+FQsWFAQKAgWBwly/irCyoCBQECgIFHyTDhYUBAoC\n",
       "BYGCQMGj52BBQaAgUBAozHvf/hF+mwUFgYJAQaAgUHDUCBYUBAoCBYGCv4IXLCgIFAQKAgXfpIMF\n",
       "BYGCQEGgIFDwAlWwoCBQECgIFPwqQrCgIFAQKAgUvB8ULCgIFAQKAgWBgqcawYKCQEGgIFBwaR8s\n",
       "KAgUBAoCBYGCpxrBgoJAQaAgUHAfFCwoCBQECgIFj56DBQWBgkBBoCBQcB8ULCgIFAQKAgWPnoMF\n",
       "BYGCQEGgMPfbP8GPs6AgUBAoCBQECo4awYKCQEGgIFDwflCwoCBQECgIFAQKLsyCBQWBgkBBoOA+\n",
       "KFhQECgIFAQKvkkHCwoCBYGCQEGg4KgRLCgIFAQKAgWPnoMFBYGCQEGgMP4yxc6CgkBBoCBQECg4\n",
       "agQLCgIFgYJAwaPnYEFBoCBQECgIFDx6DhYUBAoCBYGCo0awoCBQECgIFHyTDhYUBAoCBYGCQGGu\n",
       "N6hWFhQECgIFgYL7oGBBQaAgUBAouA8KFhQECgIFgYJAwVEjWFAQKAgUBArzXNqvLCgIFAQKAgWB\n",
       "wtzjwmxjQUGgIFAQKHg/KFhQECgIFAQK/gpesKAgUBAoCBQECv4KXrCgIFAQKAgUPHoOFhQECgIF\n",
       "gYKXOIMFBYGCQEGgIFDwC3XBgoJAQaAgUHDUCBYUBAoCBYGCQMFbrsGCgkBBoCBQ8JZrsKAgUBAo\n",
       "CBR8kw4WFAQKAgWBgkDBW67BgoJAQaAgUPD3g4IFBYGCQEGg4D4oWFAQKAgUBAoCBY+egwUFgYJA\n",
       "QaDgqBEsKAgUBAoCBYGCo0awoCBQECgIFBw1ggUFgYJAQaDgQzpYUBAoCBQECgIF90HBgoJAQaAg\n",
       "UHDUCBYUBAoCBYGCb9LBgoJAQaAgUBAoOGoECwoCBYGCQMHfDwoWFAQKAgWBgkDB/+0TLCgIFAQK\n",
       "AgX3QcGCgkBBoCBQmHd8Sm8sKAgUBAoCBYGCo0awoCBQECgIFDx6DhYUBAoCBYGCJ6vBgoJAQaAg\n",
       "UBAouA8KFhQECgIFgYJHz8GCgkBBoCBQECg4agQLCgIFgYJAwR9YChYUBAoCBYHCXC8IrSwoCBQE\n",
       "CgIFgYIXqIIFBYGCQEGgMM9RY2VBQaAgUBAo+CYdLCgIFAQKAgWBgqcawYKCQEGgIFDwflCwoCBQ\n",
       "ECgIFAQKc/1C3cqCgkBBoCBQcB8ULCgIFAQKAgV/miJYUBAoCBQECgIFL1AFCwoCBYGCQMGlfbCg\n",
       "IFAQKAgU3AcFCwoCBYGCQEGgMPe4EdpYUBAoCBQECu6DggUFgYJAQaAgUPCvWLCgIFAQKAgUPNUI\n",
       "FhQECgIFgYJL+2BBQaAgUBAoCBTmfhw1NhYUBAoCBYGCo0awoCBQECgIFOb5kF5ZUBAoCBQECgIF\n",
       "R41gQUGgIFAQKMz9+JDeWFAQKAgUBAoCBUeNYEFBoCBQECh4qhEsKAgUBAoCBd+kgwUFgYJAQaAg\n",
       "UPCvWLCgIFAQKAgUPHoOFhQECgIFgcK88+fbP8NPs6AgUBAoCBQECu6DggUFgYJAQaDg/aBgQUGg\n",
       "IFAQKAgU5j4XZhsLCgIFgYJAwVEjWFAQKAgUBApzPXpeWVAQKAgUBAoCBUeNYEFBoCBQECg4agQL\n",
       "CgIFgYJAYd7zTXpjQUGgIFAQKAgU3AcFCwoCBYGCQMFLnMGCgkBBoCBQECg4agQLCgIFgYJAYZ6j\n",
       "xsqCgkBBoCBQ8E06WFAQKAgUBAoChbleoFpZUBAoCBQECv7gdrCgIFAQKAgU/CpCsKAgUBAoCBQE\n",
       "Cp5qBAsKAgWBgkDBUSNYUBAoCBQECgIF/4oFCwoCBYGCQMGj52BBQaAgUBAo+CYdLCgIFAQKAgWB\n",
       "whyPnlcWFAQKAgWBgqNGsKAgUBAoCBS8xBksKAgUBAoCBYHCHEeNlQUFgYJAQaDg/aBgQUGgIFAQ\n",
       "KAgUPHoOFhQECgIFgYL7oGBBQaAgUBAozDvv2z/DT7OgIFAQKAgUBArug4IFBYGCQEGgMMdRY2VB\n",
       "QaAgUBAo/AdhU+3PqlcPeQAAAABJRU5ErkJggg==\n",
       "\" transform=\"translate(2161, 47)\"/>\n",
       "</g>\n",
       "<path clip-path=\"url(#clip780)\" d=\"M2270.21 1190.61 L2288.57 1190.61 L2288.57 1194.54 L2274.5 1194.54 L2274.5 1203.02 Q2275.52 1202.67 2276.53 1202.51 Q2277.55 1202.32 2278.57 1202.32 Q2284.36 1202.32 2287.74 1205.49 Q2291.12 1208.66 2291.12 1214.08 Q2291.12 1219.66 2287.64 1222.76 Q2284.17 1225.84 2277.85 1225.84 Q2275.68 1225.84 2273.41 1225.47 Q2271.16 1225.1 2268.76 1224.36 L2268.76 1219.66 Q2270.84 1220.79 2273.06 1221.35 Q2275.28 1221.91 2277.76 1221.91 Q2281.77 1221.91 2284.1 1219.8 Q2286.44 1217.69 2286.44 1214.08 Q2286.44 1210.47 2284.1 1208.36 Q2281.77 1206.26 2277.76 1206.26 Q2275.89 1206.26 2274.01 1206.67 Q2272.16 1207.09 2270.21 1207.97 L2270.21 1190.61 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip780)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1211.52 2256.76,1211.52 \"/>\n",
       "<path clip-path=\"url(#clip780)\" d=\"M2269.43 1009.52 L2277.07 1009.52 L2277.07 983.157 L2268.76 984.824 L2268.76 980.565 L2277.02 978.898 L2281.7 978.898 L2281.7 1009.52 L2289.33 1009.52 L2289.33 1013.46 L2269.43 1013.46 L2269.43 1009.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M2308.78 981.977 Q2305.17 981.977 2303.34 985.541 Q2301.53 989.083 2301.53 996.213 Q2301.53 1003.32 2303.34 1006.88 Q2305.17 1010.43 2308.78 1010.43 Q2312.41 1010.43 2314.22 1006.88 Q2316.05 1003.32 2316.05 996.213 Q2316.05 989.083 2314.22 985.541 Q2312.41 981.977 2308.78 981.977 M2308.78 978.273 Q2314.59 978.273 2317.64 982.879 Q2320.72 987.463 2320.72 996.213 Q2320.72 1004.94 2317.64 1009.55 Q2314.59 1014.13 2308.78 1014.13 Q2302.97 1014.13 2299.89 1009.55 Q2296.83 1004.94 2296.83 996.213 Q2296.83 987.463 2299.89 982.879 Q2302.97 978.273 2308.78 978.273 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip780)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,999.807 2256.76,999.807 \"/>\n",
       "<path clip-path=\"url(#clip780)\" d=\"M2269.43 797.811 L2277.07 797.811 L2277.07 771.446 L2268.76 773.112 L2268.76 768.853 L2277.02 767.186 L2281.7 767.186 L2281.7 797.811 L2289.33 797.811 L2289.33 801.746 L2269.43 801.746 L2269.43 797.811 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M2298.83 767.186 L2317.18 767.186 L2317.18 771.122 L2303.11 771.122 L2303.11 779.594 Q2304.13 779.246 2305.14 779.084 Q2306.16 778.899 2307.18 778.899 Q2312.97 778.899 2316.35 782.071 Q2319.73 785.242 2319.73 790.658 Q2319.73 796.237 2316.26 799.339 Q2312.78 802.418 2306.46 802.418 Q2304.29 802.418 2302.02 802.047 Q2299.77 801.677 2297.37 800.936 L2297.37 796.237 Q2299.45 797.371 2301.67 797.927 Q2303.89 798.483 2306.37 798.483 Q2310.38 798.483 2312.71 796.376 Q2315.05 794.27 2315.05 790.658 Q2315.05 787.047 2312.71 784.941 Q2310.38 782.834 2306.37 782.834 Q2304.5 782.834 2302.62 783.251 Q2300.77 783.668 2298.83 784.547 L2298.83 767.186 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip780)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,788.095 2256.76,788.095 \"/>\n",
       "<path clip-path=\"url(#clip780)\" d=\"M2274.38 586.1 L2290.7 586.1 L2290.7 590.035 L2268.76 590.035 L2268.76 586.1 Q2271.42 583.345 2276 578.715 Q2280.61 574.063 2281.79 572.72 Q2284.03 570.197 2284.91 568.461 Q2285.82 566.702 2285.82 565.012 Q2285.82 562.257 2283.87 560.521 Q2281.95 558.785 2278.85 558.785 Q2276.65 558.785 2274.2 559.549 Q2271.77 560.313 2268.99 561.864 L2268.99 557.142 Q2271.81 556.007 2274.27 555.429 Q2276.72 554.85 2278.76 554.85 Q2284.13 554.85 2287.32 557.535 Q2290.52 560.22 2290.52 564.711 Q2290.52 566.841 2289.7 568.762 Q2288.92 570.66 2286.81 573.253 Q2286.23 573.924 2283.13 577.141 Q2280.03 580.336 2274.38 586.1 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M2310.51 558.554 Q2306.9 558.554 2305.08 562.118 Q2303.27 565.66 2303.27 572.79 Q2303.27 579.896 2305.08 583.461 Q2306.9 587.002 2310.51 587.002 Q2314.15 587.002 2315.95 583.461 Q2317.78 579.896 2317.78 572.79 Q2317.78 565.66 2315.95 562.118 Q2314.15 558.554 2310.51 558.554 M2310.51 554.85 Q2316.33 554.85 2319.38 559.456 Q2322.46 564.04 2322.46 572.79 Q2322.46 581.516 2319.38 586.123 Q2316.33 590.706 2310.51 590.706 Q2304.7 590.706 2301.63 586.123 Q2298.57 581.516 2298.57 572.79 Q2298.57 564.04 2301.63 559.456 Q2304.7 554.85 2310.51 554.85 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip780)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,576.384 2256.76,576.384 \"/>\n",
       "<path clip-path=\"url(#clip780)\" d=\"M2274.38 374.388 L2290.7 374.388 L2290.7 378.323 L2268.76 378.323 L2268.76 374.388 Q2271.42 371.634 2276 367.004 Q2280.61 362.351 2281.79 361.009 Q2284.03 358.485 2284.91 356.749 Q2285.82 354.99 2285.82 353.3 Q2285.82 350.546 2283.87 348.81 Q2281.95 347.074 2278.85 347.074 Q2276.65 347.074 2274.2 347.837 Q2271.77 348.601 2268.99 350.152 L2268.99 345.43 Q2271.81 344.296 2274.27 343.717 Q2276.72 343.138 2278.76 343.138 Q2284.13 343.138 2287.32 345.824 Q2290.52 348.509 2290.52 352.999 Q2290.52 355.129 2289.7 357.05 Q2288.92 358.948 2286.81 361.541 Q2286.23 362.212 2283.13 365.43 Q2280.03 368.624 2274.38 374.388 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M2300.56 343.763 L2318.92 343.763 L2318.92 347.699 L2304.84 347.699 L2304.84 356.171 Q2305.86 355.823 2306.88 355.661 Q2307.9 355.476 2308.92 355.476 Q2314.7 355.476 2318.08 358.648 Q2321.46 361.819 2321.46 367.235 Q2321.46 372.814 2317.99 375.916 Q2314.52 378.995 2308.2 378.995 Q2306.02 378.995 2303.76 378.624 Q2301.51 378.254 2299.1 377.513 L2299.1 372.814 Q2301.19 373.948 2303.41 374.504 Q2305.63 375.059 2308.11 375.059 Q2312.11 375.059 2314.45 372.953 Q2316.79 370.847 2316.79 367.235 Q2316.79 363.624 2314.45 361.518 Q2312.11 359.411 2308.11 359.411 Q2306.23 359.411 2304.36 359.828 Q2302.51 360.245 2300.56 361.124 L2300.56 343.763 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip780)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,364.672 2256.76,364.672 \"/>\n",
       "<path clip-path=\"url(#clip780)\" d=\"M2284.38 147.978 Q2287.74 148.695 2289.61 150.964 Q2291.51 153.232 2291.51 156.566 Q2291.51 161.681 2287.99 164.482 Q2284.47 167.283 2277.99 167.283 Q2275.82 167.283 2273.5 166.843 Q2271.21 166.427 2268.76 165.57 L2268.76 161.056 Q2270.7 162.191 2273.02 162.769 Q2275.33 163.348 2277.85 163.348 Q2282.25 163.348 2284.54 161.612 Q2286.86 159.876 2286.86 156.566 Q2286.86 153.51 2284.7 151.797 Q2282.58 150.061 2278.76 150.061 L2274.73 150.061 L2274.73 146.218 L2278.94 146.218 Q2282.39 146.218 2284.22 144.853 Q2286.05 143.464 2286.05 140.871 Q2286.05 138.209 2284.15 136.797 Q2282.27 135.362 2278.76 135.362 Q2276.83 135.362 2274.64 135.779 Q2272.44 136.195 2269.8 137.075 L2269.8 132.908 Q2272.46 132.168 2274.77 131.797 Q2277.11 131.427 2279.17 131.427 Q2284.5 131.427 2287.6 133.857 Q2290.7 136.265 2290.7 140.385 Q2290.7 143.255 2289.06 145.246 Q2287.41 147.214 2284.38 147.978 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip780)\" d=\"M2310.38 135.131 Q2306.76 135.131 2304.94 138.695 Q2303.13 142.237 2303.13 149.367 Q2303.13 156.473 2304.94 160.038 Q2306.76 163.579 2310.38 163.579 Q2314.01 163.579 2315.82 160.038 Q2317.64 156.473 2317.64 149.367 Q2317.64 142.237 2315.82 138.695 Q2314.01 135.131 2310.38 135.131 M2310.38 131.427 Q2316.19 131.427 2319.24 136.033 Q2322.32 140.617 2322.32 149.367 Q2322.32 158.093 2319.24 162.7 Q2316.19 167.283 2310.38 167.283 Q2304.57 167.283 2301.49 162.7 Q2298.43 158.093 2298.43 149.367 Q2298.43 140.617 2301.49 136.033 Q2304.57 131.427 2310.38 131.427 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip780)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,152.961 2256.76,152.961 \"/>\n",
       "<polyline clip-path=\"url(#clip780)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1423.18 2232.76,47.2441 \"/>\n",
       "</svg>\n"
      ],
      "text/html": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip830\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip830)\" d=\"M0 1600 L2400 1600 L2400 0 L0 0  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip831\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip830)\" d=\"M265.445 1423.18 L2112.76 1423.18 L2112.76 47.2441 L265.445 47.2441  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip832\">\n",
       "    <rect x=\"265\" y=\"47\" width=\"1848\" height=\"1377\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip832)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"278.098,1423.18 278.098,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip832)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"650.09,1423.18 650.09,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip832)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1022.08,1423.18 1022.08,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip832)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1394.08,1423.18 1394.08,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip832)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1766.07,1423.18 1766.07,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip832)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"265.445,1408.17 2112.76,1408.17 \"/>\n",
       "<polyline clip-path=\"url(#clip832)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"265.445,1132.98 2112.76,1132.98 \"/>\n",
       "<polyline clip-path=\"url(#clip832)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"265.445,857.793 2112.76,857.793 \"/>\n",
       "<polyline clip-path=\"url(#clip832)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"265.445,582.605 2112.76,582.605 \"/>\n",
       "<polyline clip-path=\"url(#clip832)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"265.445,307.418 2112.76,307.418 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"265.445,1423.18 2112.76,1423.18 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"278.098,1423.18 278.098,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"650.09,1423.18 650.09,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1022.08,1423.18 1022.08,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1394.08,1423.18 1394.08,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1766.07,1423.18 1766.07,1404.28 \"/>\n",
       "<path clip-path=\"url(#clip830)\" d=\"M255.482 1454.1 Q251.871 1454.1 250.042 1457.66 Q248.237 1461.2 248.237 1468.33 Q248.237 1475.44 250.042 1479.01 Q251.871 1482.55 255.482 1482.55 Q259.116 1482.55 260.922 1479.01 Q262.75 1475.44 262.75 1468.33 Q262.75 1461.2 260.922 1457.66 Q259.116 1454.1 255.482 1454.1 M255.482 1450.39 Q261.292 1450.39 264.348 1455 Q267.426 1459.58 267.426 1468.33 Q267.426 1477.06 264.348 1481.67 Q261.292 1486.25 255.482 1486.25 Q249.672 1486.25 246.593 1481.67 Q243.538 1477.06 243.538 1468.33 Q243.538 1459.58 246.593 1455 Q249.672 1450.39 255.482 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M275.644 1479.7 L280.528 1479.7 L280.528 1485.58 L275.644 1485.58 L275.644 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M300.713 1454.1 Q297.102 1454.1 295.273 1457.66 Q293.468 1461.2 293.468 1468.33 Q293.468 1475.44 295.273 1479.01 Q297.102 1482.55 300.713 1482.55 Q304.347 1482.55 306.153 1479.01 Q307.982 1475.44 307.982 1468.33 Q307.982 1461.2 306.153 1457.66 Q304.347 1454.1 300.713 1454.1 M300.713 1450.39 Q306.523 1450.39 309.579 1455 Q312.658 1459.58 312.658 1468.33 Q312.658 1477.06 309.579 1481.67 Q306.523 1486.25 300.713 1486.25 Q294.903 1486.25 291.824 1481.67 Q288.769 1477.06 288.769 1468.33 Q288.769 1459.58 291.824 1455 Q294.903 1450.39 300.713 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M628.088 1454.1 Q624.477 1454.1 622.648 1457.66 Q620.843 1461.2 620.843 1468.33 Q620.843 1475.44 622.648 1479.01 Q624.477 1482.55 628.088 1482.55 Q631.722 1482.55 633.528 1479.01 Q635.357 1475.44 635.357 1468.33 Q635.357 1461.2 633.528 1457.66 Q631.722 1454.1 628.088 1454.1 M628.088 1450.39 Q633.898 1450.39 636.954 1455 Q640.033 1459.58 640.033 1468.33 Q640.033 1477.06 636.954 1481.67 Q633.898 1486.25 628.088 1486.25 Q622.278 1486.25 619.199 1481.67 Q616.144 1477.06 616.144 1468.33 Q616.144 1459.58 619.199 1455 Q622.278 1450.39 628.088 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M648.25 1479.7 L653.134 1479.7 L653.134 1485.58 L648.25 1485.58 L648.25 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M664.13 1481.64 L671.768 1481.64 L671.768 1455.28 L663.458 1456.95 L663.458 1452.69 L671.722 1451.02 L676.398 1451.02 L676.398 1481.64 L684.037 1481.64 L684.037 1485.58 L664.13 1485.58 L664.13 1481.64 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M1000.27 1454.1 Q996.655 1454.1 994.826 1457.66 Q993.021 1461.2 993.021 1468.33 Q993.021 1475.44 994.826 1479.01 Q996.655 1482.55 1000.27 1482.55 Q1003.9 1482.55 1005.71 1479.01 Q1007.53 1475.44 1007.53 1468.33 Q1007.53 1461.2 1005.71 1457.66 Q1003.9 1454.1 1000.27 1454.1 M1000.27 1450.39 Q1006.08 1450.39 1009.13 1455 Q1012.21 1459.58 1012.21 1468.33 Q1012.21 1477.06 1009.13 1481.67 Q1006.08 1486.25 1000.27 1486.25 Q994.456 1486.25 991.377 1481.67 Q988.322 1477.06 988.322 1468.33 Q988.322 1459.58 991.377 1455 Q994.456 1450.39 1000.27 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M1020.43 1479.7 L1025.31 1479.7 L1025.31 1485.58 L1020.43 1485.58 L1020.43 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M1039.53 1481.64 L1055.84 1481.64 L1055.84 1485.58 L1033.9 1485.58 L1033.9 1481.64 Q1036.56 1478.89 1041.15 1474.26 Q1045.75 1469.61 1046.93 1468.27 Q1049.18 1465.74 1050.06 1464.01 Q1050.96 1462.25 1050.96 1460.56 Q1050.96 1457.8 1049.02 1456.07 Q1047.09 1454.33 1043.99 1454.33 Q1041.79 1454.33 1039.34 1455.09 Q1036.91 1455.86 1034.13 1457.41 L1034.13 1452.69 Q1036.96 1451.55 1039.41 1450.97 Q1041.86 1450.39 1043.9 1450.39 Q1049.27 1450.39 1052.46 1453.08 Q1055.66 1455.77 1055.66 1460.26 Q1055.66 1462.39 1054.85 1464.31 Q1054.06 1466.2 1051.96 1468.8 Q1051.38 1469.47 1048.28 1472.69 Q1045.17 1475.88 1039.53 1481.64 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M1371.78 1454.1 Q1368.17 1454.1 1366.34 1457.66 Q1364.54 1461.2 1364.54 1468.33 Q1364.54 1475.44 1366.34 1479.01 Q1368.17 1482.55 1371.78 1482.55 Q1375.42 1482.55 1377.22 1479.01 Q1379.05 1475.44 1379.05 1468.33 Q1379.05 1461.2 1377.22 1457.66 Q1375.42 1454.1 1371.78 1454.1 M1371.78 1450.39 Q1377.59 1450.39 1380.65 1455 Q1383.73 1459.58 1383.73 1468.33 Q1383.73 1477.06 1380.65 1481.67 Q1377.59 1486.25 1371.78 1486.25 Q1365.97 1486.25 1362.9 1481.67 Q1359.84 1477.06 1359.84 1468.33 Q1359.84 1459.58 1362.9 1455 Q1365.97 1450.39 1371.78 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M1391.95 1479.7 L1396.83 1479.7 L1396.83 1485.58 L1391.95 1485.58 L1391.95 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M1421.18 1466.95 Q1424.54 1467.66 1426.41 1469.93 Q1428.31 1472.2 1428.31 1475.53 Q1428.31 1480.65 1424.79 1483.45 Q1421.27 1486.25 1414.79 1486.25 Q1412.62 1486.25 1410.3 1485.81 Q1408.01 1485.39 1405.56 1484.54 L1405.56 1480.02 Q1407.5 1481.16 1409.82 1481.74 Q1412.13 1482.32 1414.65 1482.32 Q1419.05 1482.32 1421.34 1480.58 Q1423.66 1478.84 1423.66 1475.53 Q1423.66 1472.48 1421.51 1470.77 Q1419.38 1469.03 1415.56 1469.03 L1411.53 1469.03 L1411.53 1465.19 L1415.74 1465.19 Q1419.19 1465.19 1421.02 1463.82 Q1422.85 1462.43 1422.85 1459.84 Q1422.85 1457.18 1420.95 1455.77 Q1419.08 1454.33 1415.56 1454.33 Q1413.64 1454.33 1411.44 1454.75 Q1409.24 1455.16 1406.6 1456.04 L1406.6 1451.88 Q1409.26 1451.14 1411.58 1450.77 Q1413.91 1450.39 1415.97 1450.39 Q1421.3 1450.39 1424.4 1452.83 Q1427.5 1455.23 1427.5 1459.35 Q1427.5 1462.22 1425.86 1464.21 Q1424.21 1466.18 1421.18 1466.95 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M1743.21 1454.1 Q1739.6 1454.1 1737.77 1457.66 Q1735.96 1461.2 1735.96 1468.33 Q1735.96 1475.44 1737.77 1479.01 Q1739.6 1482.55 1743.21 1482.55 Q1746.84 1482.55 1748.65 1479.01 Q1750.48 1475.44 1750.48 1468.33 Q1750.48 1461.2 1748.65 1457.66 Q1746.84 1454.1 1743.21 1454.1 M1743.21 1450.39 Q1749.02 1450.39 1752.08 1455 Q1755.15 1459.58 1755.15 1468.33 Q1755.15 1477.06 1752.08 1481.67 Q1749.02 1486.25 1743.21 1486.25 Q1737.4 1486.25 1734.32 1481.67 Q1731.27 1477.06 1731.27 1468.33 Q1731.27 1459.58 1734.32 1455 Q1737.4 1450.39 1743.21 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M1763.37 1479.7 L1768.26 1479.7 L1768.26 1485.58 L1763.37 1485.58 L1763.37 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M1791.29 1455.09 L1779.48 1473.54 L1791.29 1473.54 L1791.29 1455.09 M1790.06 1451.02 L1795.94 1451.02 L1795.94 1473.54 L1800.87 1473.54 L1800.87 1477.43 L1795.94 1477.43 L1795.94 1485.58 L1791.29 1485.58 L1791.29 1477.43 L1775.69 1477.43 L1775.69 1472.92 L1790.06 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M1110.98 1520.52 L1151.18 1520.52 L1151.18 1525.93 L1134.31 1525.93 L1134.31 1568.04 L1127.85 1568.04 L1127.85 1525.93 L1110.98 1525.93 L1110.98 1520.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M1155.12 1532.4 L1160.98 1532.4 L1160.98 1568.04 L1155.12 1568.04 L1155.12 1532.4 M1155.12 1518.52 L1160.98 1518.52 L1160.98 1525.93 L1155.12 1525.93 L1155.12 1518.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M1200.99 1539.24 Q1203.18 1535.29 1206.24 1533.41 Q1209.3 1531.54 1213.43 1531.54 Q1219 1531.54 1222.03 1535.45 Q1225.05 1539.33 1225.05 1546.53 L1225.05 1568.04 L1219.16 1568.04 L1219.16 1546.72 Q1219.16 1541.59 1217.35 1539.11 Q1215.53 1536.63 1211.81 1536.63 Q1207.26 1536.63 1204.62 1539.65 Q1201.97 1542.68 1201.97 1547.9 L1201.97 1568.04 L1196.09 1568.04 L1196.09 1546.72 Q1196.09 1541.56 1194.27 1539.11 Q1192.46 1536.63 1188.67 1536.63 Q1184.18 1536.63 1181.54 1539.68 Q1178.9 1542.71 1178.9 1547.9 L1178.9 1568.04 L1173.01 1568.04 L1173.01 1532.4 L1178.9 1532.4 L1178.9 1537.93 Q1180.9 1534.66 1183.71 1533.1 Q1186.51 1531.54 1190.36 1531.54 Q1194.24 1531.54 1196.95 1533.51 Q1199.68 1535.48 1200.99 1539.24 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M1267.22 1548.76 L1267.22 1551.62 L1240.3 1551.62 Q1240.68 1557.67 1243.92 1560.85 Q1247.2 1564 1253.03 1564 Q1256.4 1564 1259.55 1563.17 Q1262.74 1562.35 1265.85 1560.69 L1265.85 1566.23 Q1262.7 1567.57 1259.39 1568.27 Q1256.08 1568.97 1252.68 1568.97 Q1244.15 1568.97 1239.15 1564 Q1234.19 1559.04 1234.19 1550.57 Q1234.19 1541.82 1238.9 1536.69 Q1243.64 1531.54 1251.66 1531.54 Q1258.85 1531.54 1263.02 1536.18 Q1267.22 1540.8 1267.22 1548.76 M1261.37 1547.04 Q1261.3 1542.23 1258.66 1539.37 Q1256.05 1536.5 1251.72 1536.5 Q1246.82 1536.5 1243.86 1539.27 Q1240.93 1542.04 1240.49 1547.07 L1261.37 1547.04 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"265.445,1423.18 265.445,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"265.445,1408.17 282.17,1408.17 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"265.445,1132.98 282.17,1132.98 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"265.445,857.793 282.17,857.793 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"265.445,582.605 282.17,582.605 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"265.445,307.418 282.17,307.418 \"/>\n",
       "<path clip-path=\"url(#clip830)\" d=\"M217.5 1393.97 Q213.889 1393.97 212.061 1397.53 Q210.255 1401.07 210.255 1408.2 Q210.255 1415.31 212.061 1418.87 Q213.889 1422.41 217.5 1422.41 Q221.135 1422.41 222.94 1418.87 Q224.769 1415.31 224.769 1408.2 Q224.769 1401.07 222.94 1397.53 Q221.135 1393.97 217.5 1393.97 M217.5 1390.26 Q223.31 1390.26 226.366 1394.87 Q229.445 1399.45 229.445 1408.2 Q229.445 1416.93 226.366 1421.53 Q223.31 1426.12 217.5 1426.12 Q211.69 1426.12 208.612 1421.53 Q205.556 1416.93 205.556 1408.2 Q205.556 1399.45 208.612 1394.87 Q211.69 1390.26 217.5 1390.26 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M117.825 1146.32 L125.464 1146.32 L125.464 1119.96 L117.154 1121.63 L117.154 1117.37 L125.418 1115.7 L130.093 1115.7 L130.093 1146.32 L137.732 1146.32 L137.732 1150.26 L117.825 1150.26 L117.825 1146.32 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M157.177 1118.78 Q153.566 1118.78 151.737 1122.34 Q149.931 1125.88 149.931 1133.01 Q149.931 1140.12 151.737 1143.69 Q153.566 1147.23 157.177 1147.23 Q160.811 1147.23 162.616 1143.69 Q164.445 1140.12 164.445 1133.01 Q164.445 1125.88 162.616 1122.34 Q160.811 1118.78 157.177 1118.78 M157.177 1115.07 Q162.987 1115.07 166.042 1119.68 Q169.121 1124.26 169.121 1133.01 Q169.121 1141.74 166.042 1146.35 Q162.987 1150.93 157.177 1150.93 Q151.366 1150.93 148.288 1146.35 Q145.232 1141.74 145.232 1133.01 Q145.232 1124.26 148.288 1119.68 Q151.366 1115.07 157.177 1115.07 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M187.338 1118.78 Q183.727 1118.78 181.899 1122.34 Q180.093 1125.88 180.093 1133.01 Q180.093 1140.12 181.899 1143.69 Q183.727 1147.23 187.338 1147.23 Q190.973 1147.23 192.778 1143.69 Q194.607 1140.12 194.607 1133.01 Q194.607 1125.88 192.778 1122.34 Q190.973 1118.78 187.338 1118.78 M187.338 1115.07 Q193.149 1115.07 196.204 1119.68 Q199.283 1124.26 199.283 1133.01 Q199.283 1141.74 196.204 1146.35 Q193.149 1150.93 187.338 1150.93 Q181.528 1150.93 178.45 1146.35 Q175.394 1141.74 175.394 1133.01 Q175.394 1124.26 178.45 1119.68 Q181.528 1115.07 187.338 1115.07 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M217.5 1118.78 Q213.889 1118.78 212.061 1122.34 Q210.255 1125.88 210.255 1133.01 Q210.255 1140.12 212.061 1143.69 Q213.889 1147.23 217.5 1147.23 Q221.135 1147.23 222.94 1143.69 Q224.769 1140.12 224.769 1133.01 Q224.769 1125.88 222.94 1122.34 Q221.135 1118.78 217.5 1118.78 M217.5 1115.07 Q223.31 1115.07 226.366 1119.68 Q229.445 1124.26 229.445 1133.01 Q229.445 1141.74 226.366 1146.35 Q223.31 1150.93 217.5 1150.93 Q211.69 1150.93 208.612 1146.35 Q205.556 1141.74 205.556 1133.01 Q205.556 1124.26 208.612 1119.68 Q211.69 1115.07 217.5 1115.07 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M121.043 871.137 L137.362 871.137 L137.362 875.073 L115.418 875.073 L115.418 871.137 Q118.08 868.383 122.663 863.753 Q127.269 859.1 128.45 857.758 Q130.695 855.235 131.575 853.499 Q132.478 851.739 132.478 850.05 Q132.478 847.295 130.533 845.559 Q128.612 843.823 125.51 843.823 Q123.311 843.823 120.857 844.587 Q118.427 845.35 115.649 846.901 L115.649 842.179 Q118.473 841.045 120.927 840.466 Q123.38 839.888 125.418 839.888 Q130.788 839.888 133.982 842.573 Q137.177 845.258 137.177 849.749 Q137.177 851.878 136.367 853.8 Q135.579 855.698 133.473 858.29 Q132.894 858.962 129.792 862.179 Q126.691 865.374 121.043 871.137 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M157.177 843.591 Q153.566 843.591 151.737 847.156 Q149.931 850.698 149.931 857.827 Q149.931 864.934 151.737 868.499 Q153.566 872.04 157.177 872.04 Q160.811 872.04 162.616 868.499 Q164.445 864.934 164.445 857.827 Q164.445 850.698 162.616 847.156 Q160.811 843.591 157.177 843.591 M157.177 839.888 Q162.987 839.888 166.042 844.494 Q169.121 849.077 169.121 857.827 Q169.121 866.554 166.042 871.161 Q162.987 875.744 157.177 875.744 Q151.366 875.744 148.288 871.161 Q145.232 866.554 145.232 857.827 Q145.232 849.077 148.288 844.494 Q151.366 839.888 157.177 839.888 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M187.338 843.591 Q183.727 843.591 181.899 847.156 Q180.093 850.698 180.093 857.827 Q180.093 864.934 181.899 868.499 Q183.727 872.04 187.338 872.04 Q190.973 872.04 192.778 868.499 Q194.607 864.934 194.607 857.827 Q194.607 850.698 192.778 847.156 Q190.973 843.591 187.338 843.591 M187.338 839.888 Q193.149 839.888 196.204 844.494 Q199.283 849.077 199.283 857.827 Q199.283 866.554 196.204 871.161 Q193.149 875.744 187.338 875.744 Q181.528 875.744 178.45 871.161 Q175.394 866.554 175.394 857.827 Q175.394 849.077 178.45 844.494 Q181.528 839.888 187.338 839.888 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M217.5 843.591 Q213.889 843.591 212.061 847.156 Q210.255 850.698 210.255 857.827 Q210.255 864.934 212.061 868.499 Q213.889 872.04 217.5 872.04 Q221.135 872.04 222.94 868.499 Q224.769 864.934 224.769 857.827 Q224.769 850.698 222.94 847.156 Q221.135 843.591 217.5 843.591 M217.5 839.888 Q223.31 839.888 226.366 844.494 Q229.445 849.077 229.445 857.827 Q229.445 866.554 226.366 871.161 Q223.31 875.744 217.5 875.744 Q211.69 875.744 208.612 871.161 Q205.556 866.554 205.556 857.827 Q205.556 849.077 208.612 844.494 Q211.69 839.888 217.5 839.888 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M131.181 581.251 Q134.538 581.969 136.413 584.237 Q138.311 586.506 138.311 589.839 Q138.311 594.955 134.792 597.756 Q131.274 600.557 124.793 600.557 Q122.617 600.557 120.302 600.117 Q118.01 599.7 115.556 598.844 L115.556 594.33 Q117.501 595.464 119.816 596.043 Q122.13 596.622 124.654 596.622 Q129.052 596.622 131.343 594.885 Q133.658 593.149 133.658 589.839 Q133.658 586.784 131.505 585.071 Q129.376 583.335 125.556 583.335 L121.529 583.335 L121.529 579.492 L125.742 579.492 Q129.191 579.492 131.019 578.126 Q132.848 576.737 132.848 574.145 Q132.848 571.483 130.95 570.071 Q129.075 568.636 125.556 568.636 Q123.635 568.636 121.436 569.052 Q119.237 569.469 116.598 570.349 L116.598 566.182 Q119.26 565.441 121.575 565.071 Q123.913 564.7 125.973 564.7 Q131.297 564.7 134.399 567.131 Q137.501 569.538 137.501 573.659 Q137.501 576.529 135.857 578.52 Q134.214 580.487 131.181 581.251 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M157.177 568.404 Q153.566 568.404 151.737 571.969 Q149.931 575.511 149.931 582.64 Q149.931 589.747 151.737 593.311 Q153.566 596.853 157.177 596.853 Q160.811 596.853 162.616 593.311 Q164.445 589.747 164.445 582.64 Q164.445 575.511 162.616 571.969 Q160.811 568.404 157.177 568.404 M157.177 564.7 Q162.987 564.7 166.042 569.307 Q169.121 573.89 169.121 582.64 Q169.121 591.367 166.042 595.973 Q162.987 600.557 157.177 600.557 Q151.366 600.557 148.288 595.973 Q145.232 591.367 145.232 582.64 Q145.232 573.89 148.288 569.307 Q151.366 564.7 157.177 564.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M187.338 568.404 Q183.727 568.404 181.899 571.969 Q180.093 575.511 180.093 582.64 Q180.093 589.747 181.899 593.311 Q183.727 596.853 187.338 596.853 Q190.973 596.853 192.778 593.311 Q194.607 589.747 194.607 582.64 Q194.607 575.511 192.778 571.969 Q190.973 568.404 187.338 568.404 M187.338 564.7 Q193.149 564.7 196.204 569.307 Q199.283 573.89 199.283 582.64 Q199.283 591.367 196.204 595.973 Q193.149 600.557 187.338 600.557 Q181.528 600.557 178.45 595.973 Q175.394 591.367 175.394 582.64 Q175.394 573.89 178.45 569.307 Q181.528 564.7 187.338 564.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M217.5 568.404 Q213.889 568.404 212.061 571.969 Q210.255 575.511 210.255 582.64 Q210.255 589.747 212.061 593.311 Q213.889 596.853 217.5 596.853 Q221.135 596.853 222.94 593.311 Q224.769 589.747 224.769 582.64 Q224.769 575.511 222.94 571.969 Q221.135 568.404 217.5 568.404 M217.5 564.7 Q223.31 564.7 226.366 569.307 Q229.445 573.89 229.445 582.64 Q229.445 591.367 226.366 595.973 Q223.31 600.557 217.5 600.557 Q211.69 600.557 208.612 595.973 Q205.556 591.367 205.556 582.64 Q205.556 573.89 208.612 569.307 Q211.69 564.7 217.5 564.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M129.862 294.212 L118.056 312.661 L129.862 312.661 L129.862 294.212 M128.635 290.138 L134.515 290.138 L134.515 312.661 L139.445 312.661 L139.445 316.55 L134.515 316.55 L134.515 324.698 L129.862 324.698 L129.862 316.55 L114.26 316.55 L114.26 312.036 L128.635 290.138 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M157.177 293.217 Q153.566 293.217 151.737 296.782 Q149.931 300.323 149.931 307.453 Q149.931 314.559 151.737 318.124 Q153.566 321.666 157.177 321.666 Q160.811 321.666 162.616 318.124 Q164.445 314.559 164.445 307.453 Q164.445 300.323 162.616 296.782 Q160.811 293.217 157.177 293.217 M157.177 289.513 Q162.987 289.513 166.042 294.12 Q169.121 298.703 169.121 307.453 Q169.121 316.18 166.042 320.786 Q162.987 325.37 157.177 325.37 Q151.366 325.37 148.288 320.786 Q145.232 316.18 145.232 307.453 Q145.232 298.703 148.288 294.12 Q151.366 289.513 157.177 289.513 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M187.338 293.217 Q183.727 293.217 181.899 296.782 Q180.093 300.323 180.093 307.453 Q180.093 314.559 181.899 318.124 Q183.727 321.666 187.338 321.666 Q190.973 321.666 192.778 318.124 Q194.607 314.559 194.607 307.453 Q194.607 300.323 192.778 296.782 Q190.973 293.217 187.338 293.217 M187.338 289.513 Q193.149 289.513 196.204 294.12 Q199.283 298.703 199.283 307.453 Q199.283 316.18 196.204 320.786 Q193.149 325.37 187.338 325.37 Q181.528 325.37 178.45 320.786 Q175.394 316.18 175.394 307.453 Q175.394 298.703 178.45 294.12 Q181.528 289.513 187.338 289.513 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M217.5 293.217 Q213.889 293.217 212.061 296.782 Q210.255 300.323 210.255 307.453 Q210.255 314.559 212.061 318.124 Q213.889 321.666 217.5 321.666 Q221.135 321.666 222.94 318.124 Q224.769 314.559 224.769 307.453 Q224.769 300.323 222.94 296.782 Q221.135 293.217 217.5 293.217 M217.5 289.513 Q223.31 289.513 226.366 294.12 Q229.445 298.703 229.445 307.453 Q229.445 316.18 226.366 320.786 Q223.31 325.37 217.5 325.37 Q211.69 325.37 208.612 320.786 Q205.556 316.18 205.556 307.453 Q205.556 298.703 208.612 294.12 Q211.69 289.513 217.5 289.513 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M16.4842 899.415 L16.4842 872.106 L21.895 872.106 L21.895 892.986 L35.8996 892.986 L35.8996 874.144 L41.3104 874.144 L41.3104 892.986 L64.0042 892.986 L64.0042 899.415 L16.4842 899.415 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M33.8307 846.262 Q33.2578 847.248 33.0032 848.426 Q32.7167 849.572 32.7167 850.972 Q32.7167 855.938 35.9632 858.611 Q39.1779 861.253 45.2253 861.253 L64.0042 861.253 L64.0042 867.141 L28.3562 867.141 L28.3562 861.253 L33.8944 861.253 Q30.6479 859.407 29.0883 856.447 Q27.4968 853.487 27.4968 849.254 Q27.4968 848.649 27.5923 847.917 Q27.656 847.185 27.8151 846.294 L33.8307 846.262 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M44.7161 811.059 L47.5806 811.059 L47.5806 837.986 Q53.6281 837.604 56.8109 834.358 Q59.9619 831.08 59.9619 825.255 Q59.9619 821.881 59.1344 818.73 Q58.3069 815.547 56.6518 812.428 L62.1899 812.428 Q63.5267 815.579 64.227 818.889 Q64.9272 822.199 64.9272 825.605 Q64.9272 834.135 59.9619 839.132 Q54.9967 844.097 46.5303 844.097 Q37.7774 844.097 32.6531 839.387 Q27.4968 834.644 27.4968 826.624 Q27.4968 819.43 32.1438 815.261 Q36.7589 811.059 44.7161 811.059 M42.9973 816.916 Q38.1912 816.979 35.3266 819.621 Q32.4621 822.231 32.4621 826.56 Q32.4621 831.461 35.2312 834.422 Q38.0002 837.35 43.0292 837.795 L42.9973 816.916 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M46.212 797.946 Q52.6732 797.946 56.3653 795.304 Q60.0256 792.631 60.0256 787.984 Q60.0256 783.337 56.3653 780.663 Q52.6732 777.99 46.212 777.99 Q39.7508 777.99 36.0905 780.663 Q32.3984 783.337 32.3984 787.984 Q32.3984 792.631 36.0905 795.304 Q39.7508 797.946 46.212 797.946 M58.657 777.99 Q61.8398 779.836 63.3994 782.668 Q64.9272 785.469 64.9272 789.416 Q64.9272 795.877 59.771 799.951 Q54.6147 803.993 46.212 803.993 Q37.8093 803.993 32.6531 799.951 Q27.4968 795.877 27.4968 789.416 Q27.4968 785.469 29.0564 782.668 Q30.5842 779.836 33.7671 777.99 L28.3562 777.99 L28.3562 772.133 L77.5631 772.133 L77.5631 777.99 L58.657 777.99 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M49.9359 760.675 L28.3562 760.675 L28.3562 754.818 L49.7131 754.818 Q54.7739 754.818 57.3202 752.845 Q59.8346 750.872 59.8346 746.925 Q59.8346 742.182 56.8109 739.445 Q53.7872 736.676 48.5673 736.676 L28.3562 736.676 L28.3562 730.82 L64.0042 730.82 L64.0042 736.676 L58.5296 736.676 Q61.7762 738.809 63.3676 741.641 Q64.9272 744.442 64.9272 748.166 Q64.9272 754.309 61.1078 757.492 Q57.2883 760.675 49.9359 760.675 M27.4968 745.938 L27.4968 745.938 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M44.7161 688.265 L47.5806 688.265 L47.5806 715.192 Q53.6281 714.81 56.8109 711.563 Q59.9619 708.285 59.9619 702.46 Q59.9619 699.087 59.1344 695.936 Q58.3069 692.753 56.6518 689.634 L62.1899 689.634 Q63.5267 692.785 64.227 696.095 Q64.9272 699.405 64.9272 702.811 Q64.9272 711.341 59.9619 716.338 Q54.9967 721.303 46.5303 721.303 Q37.7774 721.303 32.6531 716.592 Q27.4968 711.85 27.4968 703.829 Q27.4968 696.636 32.1438 692.466 Q36.7589 688.265 44.7161 688.265 M42.9973 694.121 Q38.1912 694.185 35.3266 696.827 Q32.4621 699.437 32.4621 703.765 Q32.4621 708.667 35.2312 711.627 Q38.0002 714.555 43.0292 715.001 L42.9973 694.121 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M42.4881 649.02 L64.0042 649.02 L64.0042 654.877 L42.679 654.877 Q37.6183 654.877 35.1038 656.85 Q32.5894 658.823 32.5894 662.77 Q32.5894 667.513 35.6131 670.25 Q38.6368 672.987 43.8567 672.987 L64.0042 672.987 L64.0042 678.875 L28.3562 678.875 L28.3562 672.987 L33.8944 672.987 Q30.6797 670.887 29.0883 668.054 Q27.4968 665.189 27.4968 661.465 Q27.4968 655.322 31.3163 652.171 Q35.1038 649.02 42.4881 649.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M29.7248 611.685 L35.1993 611.685 Q33.8307 614.168 33.1623 616.683 Q32.4621 619.165 32.4621 621.711 Q32.4621 627.409 36.0905 630.56 Q39.6872 633.711 46.212 633.711 Q52.7369 633.711 56.3653 630.56 Q59.9619 627.409 59.9619 621.711 Q59.9619 619.165 59.2935 616.683 Q58.5933 614.168 57.2247 611.685 L62.6355 611.685 Q63.7814 614.136 64.3543 616.778 Q64.9272 619.388 64.9272 622.348 Q64.9272 630.401 59.8664 635.143 Q54.8057 639.886 46.212 639.886 Q37.491 639.886 32.4939 635.111 Q27.4968 630.305 27.4968 621.966 Q27.4968 619.261 28.0697 616.683 Q28.6108 614.104 29.7248 611.685 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M67.3143 586.668 Q73.68 589.151 75.6216 591.506 Q77.5631 593.861 77.5631 597.808 L77.5631 602.487 L72.6615 602.487 L72.6615 599.05 Q72.6615 596.631 71.5157 595.294 Q70.3699 593.957 66.1048 592.334 L63.4312 591.283 L28.3562 605.702 L28.3562 599.495 L56.238 588.355 L28.3562 577.215 L28.3562 571.009 L67.3143 586.668 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><g clip-path=\"url(#clip832)\">\n",
       "<image width=\"1847\" height=\"1376\" xlink:href=\"data:image/png;base64,\n",
       "iVBORw0KGgoAAAANSUhEUgAABzcAAAVgCAYAAADCU9AtAAAgAElEQVR4nOzb0ZLbuBGG0caO7Ere\n",
       "/2Gzu54RcuHbJCWmhJb+nnMewCBBgoT4eVbVbReXrFqvPoSn2NVz6afMV1XPnHXM15Tz4D25v96P\n",
       "a3JN1/vxNNfkuilzNmXNT1mLVbPma8o6gZOmPIe5btK1n/IenvQO7jDp2TJlPdrjASdMeHf98eoD\n",
       "AAAAAAAAAHiEuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAE\n",
       "cRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQ\n",
       "QdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAA\n",
       "RBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAA\n",
       "ABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAA\n",
       "AECEVXXbrz6IZ1m1Xn0IT7Pr/GWZNF+TdFz7Du4vgO/BnuUa8wVvZDWslT1jb191/vnl2fV9TfkN\n",
       "XOU+hkd0rXnrEeC/m7D/8pebAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJ\n",
       "AAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBu\n",
       "AgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKI\n",
       "mwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI\n",
       "4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAg\n",
       "grgJAAAAAAAARFhVt/3qg3iWVevVh8B/shquyx5zG0O8XefX46TnvfmC92E9Pq5jrrq4JtdMmS8A\n",
       "eBZ7SE6yxwNSnX5++ctNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAA\n",
       "AAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAA\n",
       "AAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAA\n",
       "AAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMA\n",
       "AAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwE\n",
       "AAAAAAAAIoibAAAAAAAAQITbqw8AnmHXbhln1WoY5PwYe9+Pj9EyVzCAtfK4Uc/6Dg3vk6qq2j3X\n",
       "pcOYa9/AXL0f14TjTr9XBr1PWt7Bk+YLwnkHX+N33TVTzqOq59pPmi/gf/OXmwAAAAAAAEAEcRMA\n",
       "AAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwE\n",
       "AAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3\n",
       "AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHE\n",
       "TQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAE\n",
       "cRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAES4dQ20anUNdd5qOJe9z4/RcR5V\n",
       "LefSdn91zdlhazX8vwb38Lc16nnP4xrW45q0FIe8T9p43r+f9XF+jP11fgy+tV2DfqfwuCm/57s0\n",
       "zNfe9+NjVDWtR/fX4+zvvq1R70Zr/pIx3yN5T0P2LKOekYf5y00AAAAAAAAggrgJAAAAAAAARBA3\n",
       "AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHE\n",
       "TQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAE\n",
       "cRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQ\n",
       "QdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAA\n",
       "RBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABAhNurDyDS3q8+gueYch6N9r4f\n",
       "H2Othv9z0HDtd50fY9U6PsbvgRrG6ViPHedR5dkC72LSWuw6lynPey5p2bMM2d9VDZqvqlpTlmPX\n",
       "Hm8Kz+G30/a7roP763Hm6pKO92/VrPU45btU17XvsOrj+Bi7Po+P0bJOmvZ3Ld+6Bz1XJp3LBP5y\n",
       "EwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB\n",
       "3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABE\n",
       "EDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAA\n",
       "EcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAA\n",
       "QARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAA\n",
       "ABDh9uoDeKq1esbZu2ec07rma5BV5uxRaw36vxMda75lPXZdk6/zQ0x6fk15p0wy6f6awjW5pmW+\n",
       "7g1j9OjZs3SM0fD+rUnzVWXP8mb8nr+m7d5qWI9rzjulhXv4miHz5RvLdS1z1nAubd8ih+xZWuZr\n",
       "0De8VVO+eQ7i/fiwQW9GAAAAAAAAYDJxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAA\n",
       "AAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAA\n",
       "AAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAA\n",
       "AAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYA\n",
       "AAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJ\n",
       "AAAAAAAARFhVt90z0OoYhne0Po4Psffn8TGqBt3Hq+E8dsOjpeM8qnrOpYP5uq5rzk6bsh4n3VsQ\n",
       "btf59Thm31XV8ozc+358jKqm69Lw+6Gq5zdEz3wNWStd73l7lmvMF+ncw9eYL05yfz3ON7zr7Inf\n",
       "zunvBv5yEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAA\n",
       "AAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkA\n",
       "AAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4C\n",
       "AAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoib\n",
       "AAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAji\n",
       "JgAAAAAAABDh9uoD4Du4Hx9h1To+Rpt1/lz2dk3gbez96iOA99fwbqwq6/GCtRr+j+Sk69FwLrP2\n",
       "Xuf3qvwfJq1JOKVjzzJlLXbt7+CkId/wqpr2klOeX3xf7uG34i83AQAAAAAAgAjiJgAAAAAAABBB\n",
       "3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABE\n",
       "EDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAA\n",
       "EcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAA\n",
       "QARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAA\n",
       "ABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABFurz4AoN+q9epDiLJrHx/D\n",
       "NSHePr9ORlkNa37SNek6F9eFUxrurb3vx8eoatqzNK0T+y94gPfWNebrcZP2d5O4h9/OqP2K31tv\n",
       "Z9Q3z4ZrP2q+BvCXmwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAA\n",
       "AEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAA\n",
       "AAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAA\n",
       "AABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAA\n",
       "AAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAA\n",
       "AAAAAES4vfoAnmqtVx/B8+x9foxJ89WlZc46/s/B1/khBt1fqxrOZdB8tTBf10yZr453Y9Wc+Zpy\n",
       "Hq28g7+lIfu7VZ6Rl435zdX1f5YPP78m3VsdzNf31bUnPs09fM2k+Rr1u27I74cq83XFoPXom+c1\n",
       "LfM1yeHnvb/cBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4\n",
       "CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIgg\n",
       "bgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAi\n",
       "iJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACA\n",
       "COImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAA\n",
       "IMLt1QfwXD2tdjWMs9fn8TFGte11bxro/Jz13F9d83XWanqE9azH89rmq361jNOhY86mzFfLXA1Z\n",
       "i1V967HDLnuWS9ZqGGTKfqVrzTfM1+p4n8zY31VVrfWzZZy9/2oZ57SO9VjlN8QV9izX9OwlujSs\n",
       "x46tRFXV8ffKpP1dx/PRN8/rpuyJZ7x/q5rmq76Oj9HBN7zr7Fmu6nivnH1+DdpJAAAAAAAAAJOJ\n",
       "mwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI\n",
       "4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAg\n",
       "grgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAA\n",
       "iCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAA\n",
       "ACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAES4tY201vkh\n",
       "ulrtOj/O2g2XpuE8qqpq3xsG0emvWA1Lf1fDdW+6h1vWY4fVdR7nr33f875jzobMV8d63E1rfsp8\n",
       "NVn18/wgLXuJql2fx8foeAf3rMeOZ9eQ929VdexVJ81X27msnmfLHEPeXUP2LF374bXOv+d303t+\n",
       "yh5v7/P7laqGZ3HTfrhjvia9g8d88+wyaL56vuOdP5fzBWLYN8/60TJOi45veC2/g+c0rtpfR//5\n",
       "Ib9OAAAAAAAAgOnETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAA\n",
       "ACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAA\n",
       "AIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAA\n",
       "AAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAA\n",
       "AAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEOH26gN4\n",
       "qtVzOnv/fXyM1XAuq+ny3+vP42Ospk6/1s/jY3TcXx065qrq3jBG1W4Y54/1j+Nj7Po8PkaXnvur\n",
       "59q33MdN83Vez5qfMl/7/q+WcdYf/+wY5PwYVVW74TnZcC4de7xdM/YrVU37O+/gS3revz3jtOxZ\n",
       "Op5dDbr2dz3m7O9Wxzt42+O9pcPXvuubVMs7eMj+rmrOfFU17YmHfMOr8l3qilnfPM9fk9Vwb/WZ\n",
       "s8dr+8Z2kL/cBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4\n",
       "CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIgg\n",
       "bgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAi\n",
       "iJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACA\n",
       "COImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAA\n",
       "IIK4CQAAAAAAAERYVbfdMtCa1FGnnMu9ZZRVt+Nj7KZz6ZiztX4eH2Pvv4+P0aFjrqqq9v2v84Os\n",
       "j/NDND27dn02jNJzLh1z1jFfc57D3lvXdL0bp+yLqtZquPa74xnZsF8Zs06q5sxXx73Vo2O+qqr2\n",
       "/nV+EHu8h3Vd9w5T9ndd+p73M/St+dPXxd7+mknzZc9yRd98nX+2tHxjsb+7pGO+1vpxfIwuk/Z4\n",
       "He+u098/5nyNAgAAAAAAAEYTNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARx\n",
       "EwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB\n",
       "3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABE\n",
       "EDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAA\n",
       "EcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAA\n",
       "QARxEwAAAAAAAIiwqm67Z6DVMMjH+TGqqureNM5pg9r2/uoZp+0eO6xjvqbMVVXTfDU8I7vW/Jj5\n",
       "qmqZszHz1XF/TXn/Vpmvq3qeX6thnL1/HR9jzDvY/u6aUfPV9PzaDT+FG97Bq27Hx6hqeH7Z310z\n",
       "ab7sWS6aMl+Dvkm1XJOu+Zpyf1XNucdck2tmzNeY/V3VrD3LqD3eeXufXY9TnvIAAAAAAADAcOIm\n",
       "AAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4\n",
       "CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIgg\n",
       "bgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAi\n",
       "iJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACA\n",
       "COImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEW6vPoCn2l89\n",
       "46zVM85pbfP10TBG0zXpmLMx83VvGMP/z4D30bHmJzFflzTtWfZquC4d72D7lWumzFebQXu8jjU/\n",
       "yK599N9fNeR3dlXT86vrt5B1cs2gZ+Tpc5n0TWqffT7+Nmm+us5lyHpsub9q0PfuhvlqmKvd9f6d\n",
       "ct27mK+3ogwAAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwE\n",
       "AAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3\n",
       "AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHE\n",
       "TQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAE\n",
       "cRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQ\n",
       "4fbqA3imtX68+hCeZtfn8TG65mvXvWWcDh1z1jJfex8fouX+Wj3/P2Pvr+NjrEGP473O38Pm66rz\n",
       "a2U1jLH3r+NjVFXV+jg/RMd8DXr/1nr1ATxRxztlyn6ly5Q13/I+aXoHN+3x7vc/j4+x1pw9yzp+\n",
       "XXque887eI6ONd/x/eO3GXviLqff9aO+SQ3ZS/weaM7vlCl7FvN1jW941/TcX5P2eHPmq8fZ+Zo0\n",
       "UwAAAAAAAMBg4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAAR\n",
       "xE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABA\n",
       "BHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAA+Df7dttr6VnWcfi89157HtsObWmbMmlqIkGEIChS\n",
       "sLSmPgHRD+A3VOM7SIyJJkRjNCb6xhDUIEIaLKUtlHZmOp3O7L1uX4AvNBpnJXOee/53j+MD7HOt\n",
       "63661vqtDUAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI\n",
       "4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAg\n",
       "grgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAi7JZaZiYtA3OWoVa77geGDLyX\n",
       "ofVaBt7Lut5tnzFlWXbtM9bqP4cnZixr+4ifD+q/f42s18C5VVVV68A1P7BeVTNrtqwT1/xp+4xl\n",
       "udQ+Y+J9jJm4Hj0bH0pTjy7u38RedWTf7eQ62GbuLWOfgzfy2+iB9Zr4nDK1Hx45v/ZDN7CJr6WW\n",
       "C+0zpr7/WKr5Hrmp7/AGjD2zNvKd55SB86v9Wvy5ke+lJt7Lctw+wnd4D6mR71km7pFD33mO3Ft6\n",
       "N18bOnsBAAAAAACALRM3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAA\n",
       "AAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAA\n",
       "AAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEA\n",
       "AAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0A\n",
       "AAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABAhN15\n",
       "v4BEa+3P+yVEWQZOs7VO22fMmfjNwUZ+17AMvY91I+u1Dt271rP+Gctx/4yqmrhW1vWD9hlz69Vr\n",
       "4nlStZ3n/DJ0r59Zr43chzdkWQaux6Hn1sQ5PHP/2tJ1MvVe3L8O071eU2s1sL/b1OfTfstyMjJn\n",
       "4rgsA59R9+vU+dX7Xqb2qhxoYP+1pc8pE3videyan7CNz9rb2kNu570cDVyPZ+ud9hljx37ie/W1\n",
       "98/bSQAAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAA\n",
       "AAAiiJsAAAAAAABABHETAAAAAAAAiCBuAuNBgZMAACAASURBVAAAAAAAABHETQAAAAAAACCCuAkA\n",
       "AAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4C\n",
       "AAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoib\n",
       "AAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAji\n",
       "JgAAAAAAABBht9Y6MmipZWTOhGWgCa+1b58xZa3TgSlD67XsBoZs49gvI2s1pf+YLDWwXsvU71n6\n",
       "7/cT9+GfGbgel22s18y9HpqtW9mzbOP3i1P74Zk9yzb2d1U1tJ8YWq+1/7PwMrb/yje3v5uwkc8P\n",
       "Q+a+/+g/x/Yje4ktXSvcv+3sJaY+Oy7LhYEpA9fjetY/o6qW5aR/yDpxHm/lGWw/fKiZZ3C/sT3x\n",
       "wPXY3R7tiAAAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIA\n",
       "AAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsA\n",
       "AAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOIm\n",
       "AAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4\n",
       "CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIgg\n",
       "bgIAAAAAAAARlqrdOjNomRgzY9nIe1lHDv2MqWMysWYT72Urx345HhmzrqftM5Zl4rcmQ79nWc/6\n",
       "Z4zdhwfWbFPr1Wtd9yNzZq5HDrKV51bVdp7zW3kfUwbWa+weOfG5bmiPVzWzZv02ssfbyH6FD7mR\n",
       "Z/BG7pFTz/mJ9Zr4TDfFHu8wI9fj0H5lM/cv+7vDbGW9hmzls/aQ7s+ovr0DAAAAAAAAIoibAAAA\n",
       "AAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAA\n",
       "AAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkA\n",
       "AAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4C\n",
       "AAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoib\n",
       "AAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARFiqdut5v4gHZVmG\n",
       "Wu26kSVblvN+BQ/O1DHZypo5hw9jvQ6zlfWqmlmzrayXtTqM9TqM+9dh7FcOY70ePq75wwyt17ru\n",
       "W//+UkPH3TP4MNbrMFt5plT1HxdrdRjrdbiN3L/WmlmvkefwRo7JCPvhwzm/Hjrd9y//uQkAAAAA\n",
       "AABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAA\n",
       "AAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAA\n",
       "AAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAA\n",
       "AAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkA\n",
       "AAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIsFTt\n",
       "1vN+EQ/KUst5vwT+N8vAcVk3cxpbr4fQWv3rtaX7l/UCYnkG37+BtVrXffuMqqFnivWi08S9q/rP\n",
       "sS2dW/bDQCz74cNYr8NsZE+8pWewPQudus8v/7kJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB\n",
       "3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABE\n",
       "EDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAA\n",
       "EcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAA\n",
       "QARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAA\n",
       "ABBB3AQAAAAAAAAiiJsAAAAAAABAhN15vwA+BNb1vF8B/8Na/cdkqaV9Ri0DM6pqcQofZOTYA3C+\n",
       "BvZ3m3qeWK+H0mb2xEO29F66WSuA/9vE87dqO/di63WYrbwP33nC/89/bgIAAAAAAAARxE0AAAAA\n",
       "AAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAA\n",
       "AAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAA\n",
       "AAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEA\n",
       "AAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0A\n",
       "AAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiLFW79bxfxIOy1HLe\n",
       "LwGYtMxc8+u6b5/h/gUA/91aMx9TtvIM3tR6De3xat3MR2EAAICHSvdnVP+5CQAAAAAAAEQQNwEA\n",
       "AAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0A\n",
       "AAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHET\n",
       "AAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHc\n",
       "BAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQ\n",
       "NwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQITdeb8APgSWpX/GuvbP2JC1+tdr\n",
       "qYHjzmEmrsWqWtd9+4yx88v9i2RD17xzmC6b2kt4njyU7Ik/pFyP8OEycM37DHyYifWq2s4zeGK/\n",
       "UmW9DrGVtYJ0/nMTAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACA\n",
       "COImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAA\n",
       "IIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAA\n",
       "AIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAA\n",
       "AAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAA\n",
       "AACACOImAAAAAAAAEGF33i8g0rL0z1jX/hkbstbMei01cOwHzq/F6XWQkeMO6TwbD2O9Hk6Oy/2z\n",
       "Vg8d+5XDbWbNJq7HqlrXfevf38zx2Br3+4fP0DXvuNw/96/DbGq9fId3GM+U++defzjn14eO/9wE\n",
       "AAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3\n",
       "AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHE\n",
       "TQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAE\n",
       "cRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQ\n",
       "QdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAgwu68XwA8CEst\n",
       "5/0SgJ9zPcJ9WNf+GcvQtTjxXgA4d/Z4B5h4Bm/p+WvPAsSa+L+hs4EZU/rXayn3ehrZ4z1U/Ocm\n",
       "AAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4\n",
       "CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIgg\n",
       "bgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAi\n",
       "iJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACA\n",
       "COImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAA\n",
       "IMJuqeW8X8ODsxyf9yt4gM76R1ivwy0T18vEbw4mzq+trFWV9TrUVtarajPX44iBtVr2/TOqqta1\n",
       "f8aWnsEjx2VLv8ezx7t/9neHsV6HWuu0fcay9L+XpXbtM6qq1rrXO2BofzexXhPn1pyJ63Foj7eh\n",
       "+9eI9j3ehtbKZ+ADbWnPsiHW6/5t6nni/nWYoT3LhInj0vz92pZ2EgAAAAAAAMCGiZsAAAAAAABA\n",
       "BHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAA\n",
       "EEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAA\n",
       "AEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAA\n",
       "AAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAA\n",
       "AABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABE2J33C3iw9iNTluVC+4x1\n",
       "5L1saL3Ws/YZU2bW6/32GRMm1qpqar36f2uyLDO3/Jn718xvcybWbG2fMGMZOSYzx31dZp6P3WaO\n",
       "iT3LoWb2LP3rtZ21mjGxXvv1dvuMqqqllv4ZQ3u8GjnHBu7Fy9RvlruP/dD7mFivdeK494/42ZgN\n",
       "7fGG9hPdtrPHs797GPlO6jD2eAfOGPlO/U77jG19h7cdE8/HkfUa2uPN6H3W+89NAAAAAAAAIIK4\n",
       "CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIgg\n",
       "bgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAi\n",
       "iJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACA\n",
       "COImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAA\n",
       "IIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIuxqWc77NTwwx0ePnfdLeGDO\n",
       "1tP2GcdHj7TPqKpaluP2GacD61VVdXx0pX3G0XKxfca99W77jKPlUvuM46PL7TOqhs6vZdc+Ynd0\n",
       "tX1GVdXp/ubInAm7o0fbZ5zt32+fsQ5c87vja+0z9usH7TOqqs72t9pn7I4fb5+xrvfaZ1RtZ72q\n",
       "qtb1rH3G2bKNPZ793WG2sr+r2tger/YDU/p/T2yPd5it7O/26532GVX2eIfa1h7vduvfnzi3pkzs\n",
       "Wbb1Hd7MnmVij7csJ+0zamhPvCwX2mdM7PFOzya+w5vY3/XvV6qqTvfv9Q8ZOocnnitb2uNN3CPP\n",
       "zno/P/jPTQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAA\n",
       "AAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYA\n",
       "AAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJ\n",
       "AAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBu\n",
       "AgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKI\n",
       "mwAAAAAAAECE3VTfPFoutc945MKz7TOqqi4fP94+49bpW+0zpjyxe759xo/vfbd9RlXVWvv2Gc+c\n",
       "fLJ9xhv3/rV9xn5/r33G9YufbZ9RVfX6vX9un7GuZ+0zrl/4XPuMqqrX7327fcbEtVg1cz3++PT7\n",
       "7TPW6j+/PrJ7rn3GrbM322dUVZ2tp+0zLh9/pH3GlDv7G+0zjpeT9hlVVVeO+vd4756+1j5jwsT+\n",
       "7if3+u+PVTPPlGdPPtU+Y2K/UjWzZ/nYhc+0z6iq+uHdb43M6Ta1Xj8a+Awx4aMnH2+f8fbpq+0z\n",
       "JvZ3VVXXdtfbZ9ze/7R9RlXV2dr/GfXi0SPtM6b2RbfPeo/L0dD3kVePP9o+Yyv7u6qp7/D+vX1G\n",
       "1Xb2LPZ4h5lar24Tnx+qqt44/U77jHWd+Q5vYo/37ln//X7iO6mqqpOjy+0z3rnT22z85yYAAAAA\n",
       "AAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAA\n",
       "AAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAA\n",
       "AAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAA\n",
       "AAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYA\n",
       "AAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARxEwAAAAAAAIggbgIAAAAAAAARdstyYWTQoxefa5/x\n",
       "h4/+VvuMqqo/u/3t9hlfOnqlfcanrp20z6iq+osbr7fP+PzRb7fPqKr6lWuX2mf8/Y1322c8efxU\n",
       "+4wvXLvWPuO7t+61z6iqurS72j7jxSvPtM/4yQdr+4yqqjsnt9pnfOXSp9tnVFXd2/fP+PP1zfYZ\n",
       "X7nwYvuMq7v2EfXHN3/QP6SqvnLhq+0zPnZlaZ/xJzf/rn1GVdVLx6+0z/jFR47bZ1RVff3Wv7TP\n",
       "+NLAnuWXH+vf33/z5hvtM54/+oX2GVVVn7t2uX3GP777XvuMx4+fbJ9RVfWFR/r3eN9777R9RlXV\n",
       "ycnF9hkvXbnePuOduzN7vL+tG61//2sXP9f69//LwPauvrH/UfuMr134zfYZVVUDj5T6oxt/2T+k\n",
       "qn73wu+0z7h+pf9/CP705j+0z6jq3+NN7e++ces77TNeGNjffebazPe337zxVvuM546eb59RVfXZ\n",
       "x660z/jWjffbZ1w7fqJ9RlXVFx/5SPuMV2+ftc9YTvrvLa9c7j+Hb8585Vl/Xe+0z/jqxV9rnzHl\n",
       "67dfa5/x+5d+r31GVdV7p/3X4zdPes8v/7kJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB3AQA\n",
       "AAAAAAAiiJsAAAAAAABABHETAAAAAAAAiCBuAgAAAAAAABHETQAAAAAAACCCuAkAAAAAAABEEDcB\n",
       "AAAAAACACOImAAAAAAAAEEHcBAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRN\n",
       "AAAAAAAAIIK4CQAAAAAAAEQQNwEAAAAAAIAI4iYAAAAAAAAQQdwEAAAAAAAAIoibAAAAAAAAQARx\n",
       "EwAAAAAAAIggbgIAAAAAAAARxE0AAAAAAAAggrgJAAAAAAAARBA3AQAAAAAAgAjiJgAAAAAAABBB\n",
       "3AQAAAAAAAAiiJsAAAAAAABABHETAAAAAAAAiLA7Pro8M+joYvuM566ctc+oqnrhzqfaZxwdt4+o\n",
       "Jy/u+4dU1QuXnm2f8c7dmfdyYeDnAF++dq19xr/d7L9WPhg4JC8/PXChVNXfvPlE+4x37q7tM778\n",
       "1Gn7jKqqt1//ePuMtyZOsKr62rP32mf84D8+3z7jnXv91/zLT/ev1fff++32GVVVZ2v/9fhLj91t\n",
       "n/H5my+0z6iqunLc/3B8/mr/+VVV9eu3P9k/ZGAv8cSF/nvkb1x5pn3GW3dm7vW7pX/Glx+/2j7j\n",
       "2+/OPOfvDHzkevmpgYNSVfs3n26fMbHHe2ngGVxV9fZrvZ+D3/pg5vP8H1zvX69Xf/DF9hnvns6s\n",
       "10tP999bvnfrlfYZVVX7/suxPvHoxB7vV9tnVPXv8a5fmXlufenOJ9pn3Bs4uR7dDZzAVfXi1afa\n",
       "Z/zw/Zk93tHEHu/JS+0z/umnJ+0zqqpuDVySL/efXnXnjf7vod/+oP96fOWZmf3dG699un3G2B7v\n",
       "Y/0n8avvv9g+472hPd4nH+v/Xv2v3t61/n3/uQkAAAAAAABEEDcBAAAAAACACOImAAAAAAAAEEHc\n",
       "BAAAAAAAACKImwAAAAAAAEAEcRMAAAAAAACIIG4CAAAAAAAAEcRNAID/bN/On+2u7/uOv+4uXe0b\n",
       "QhJICARmMQIBYrVsAXYxS1InJqzGyaSuM6GNk7rTZpw4XhqXqWeSZpxM3biFEFNskxAbG7t1Ghso\n",
       "2MaG2MasEmKXEAIhgfblbqc/6T/I+5v5zDwef8D3KR3de76f833pAAAAAABNMG4CAAAAAAAATTBu\n",
       "AgAAAAAAAE0wbgIAAAAAAABNMG4CAAAAAAAATTBuAgAAAAAAAE0wbgIAAAAAAABNMG4CAAAAAAAA\n",
       "TTBuAgAAAAAAAE0wbgIAAAAAAABNMG4CAAAAAAAATTBuAgAAAAAAAE0wbgIAAAAAAABNMG4CAAAA\n",
       "AAAATTBuAgAAAAAAAE0wbgIAAAAAAABNMG4CAAAAAAAATTBuAgAAAAAAAE0wbgIAAAAAAABNMG4C\n",
       "AAAAAAAATTBuAgAAAAAAAE0wbgIAAAAAAABNGBzsn9ZJaLI3Ud5YPuNgeSNJ5g0PlTfu2jJV3pg9\n",
       "NFDeSJJrV+4qb3x8w3h5I0mO7y0rb/zGaRvLG5c8vL28cfnku8sbHzrrp+WNJPnje18qb1w1+Gvl\n",
       "jWvOfbS8kSSfuedAeeN9g+8tbyTJL635WXnjL7eeWN5YNLCwvHHJSRvKG/e9fmZ5oytnL36tvLH1\n",
       "wHHljSR5Ylf9mWXFzP3ljSSZNzxc3rj15V554/zBkfLG9SdsK2989KnD5Y0kWTZ1fHnjt898urxx\n",
       "0UOvlzeS5PLJS8sbN57dzRnvM998obzxS4PXlTeuXvtIeSNJPvda7efH9QMXlF7/iCvOeKy8cduW\n",
       "U8sbiwZmlzeSZP2qTeWNn+w4vbyRJPsn6u/BZyyqfy/eefiY8kaS/GTnZOn1l4128wxv2Wh94wsv\n",
       "1p+HzxqYWd5IkhtWbS1v3PREN2f7oydPKW/89llPlTf+4r4t5Y0kuXzw8vLGDWvrn0t96hubyxtd\n",
       "PMP71Y7Od7dsm1HeeNfAmvJGklzZwRnvq1tWlzemD9Q/l0iStQvrN5v/tqP2M71vbgIAAAAAAABN\n",
       "MG4CAAAAAAAATTBuAgAAAAAAAE0wbgIAAAAAAABNMG4CAAAAAAAATTBuAgAAAAAAAE0wbgIAAAAA\n",
       "AABNMG4CAAAAAAAATTBuAgAAAAAAAE0wbgIAAAAAAABNMG4CAAAAAAAATTBuAgAAAAAAAE0wbgIA\n",
       "AAAAAABNMG4CAAAAAAAATTBuAgAAAAAAAE0wbgIAAAAAAABNMG4CAAAAAAAATTBuAgAAAAAAAE0w\n",
       "bgIAAAAAAABNMG4CAAAAAAAATTBuAgAAAAAAAE0wbgIAAAAAAABNMG4CAAAAAAAATTBuAgAAAAAA\n",
       "AE0wbgIAAAAAAABNMG4CAAAAAAAATTBuAgAAAAAAAE0wbgIAAAAAAABNMG4CAAAAAAAATTBuAgAA\n",
       "AAAAAE3omzXtlF4XoYG+wfLGG/d3s9Xe+uvnlzc27R0pb3zu0R3ljST52bUHyxtfeubY8kaSfPne\n",
       "fyhvvH37QHnj1+66qLxx35//dXmjt7+b3/kTP7m+vPHEbz1d3hi9cri8kSSzLhsrbzxx+YryRpIs\n",
       "/Yul5Y1FJz5S3vj2mrXljXPvW13eWHfUs+WNJPnYiunljWt+dlJ543eXv1reSJLjZ06WN37n8dnl\n",
       "jST52rk7yxtP7Z5W3vgvP3qlvLHhI/Xv9Z//+aryRpJ87e57yxt7vzlU3rjy9veUN5Lkwc/fWd7o\n",
       "m97JR9Ss/HfryhuP37S5vDHrpvr3q6NsSgAAF8JJREFUlSQZXbet9Pq/eF/9WSJJVty2rLyxbNXP\n",
       "yxt3nXZ6eSNJ1j1Y/+/y/oUvljeS5Kbl9Z8fb3ys/t71B8d3c8abPzxVev2PP1Z/b0ySb717d3nj\n",
       "R2/OLG/82YMbyxtJ8sLv1Z/tP/nwKeWNJPn61/6uvLH/gfqf44v/+8XljST58We/Xt4YWFp/xlvy\n",
       "0fr749PX7S1vzL55VnkjSUbXbihv/OyS+i0lSU746gn1jZX1Z7z/eVI3n4OvvPnu8sbS31tTen3f\n",
       "3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAA\n",
       "AJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAA\n",
       "AAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDc\n",
       "BAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAA\n",
       "mmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAA\n",
       "AAAAmmDcBAAAAAAAAJowONA32Eloz6EXyhv9uxeUN5LkohUvljfue+Tk8sbwaxvLG0ly5tq3yhu7\n",
       "n1ha3kiSvudeKm/Mf1d5IjPvXl/e2P9U/b/J9OvmlDeS5Oz+E8sbr208WN5Y+onV5Y0kuX52X3nj\n",
       "+de2lzeSZPnSS8obHztqcXnjuV2HyxvrZxxf3vjIMVvLG0ny3N7h8kb/wLTyxrUrXy9vJMldLx5d\n",
       "3ujf92p5I0kuPaX+jPd/719T3hje+mx54+Tzdpc3Dvxj/ftKkvQ21f+uzH7XUHljwR317ytJsufp\n",
       "FeWNGTfX3xuT5PyBU8sbW56v///EK085s7yRJL8xv/Y88fwbO0uvf8SJi9eXNz62cG55Y9Pu8fJG\n",
       "kvyL0eXljV9fUf85O0k27enmfbLaB4/f0knnto3Hll5/YM/m0usf8Z7T6jt3f/e88sbQKxvKG0my\n",
       "6qL95Y2xH76jvJEkkxv2ljdmrJte3lj2P2aXN5Lk7afrz96zfvmY8sYlQ/XP8F558bnyxjtOPKe8\n",
       "kSS/tbD+/WvT9l3ljSQ5bcH55Y1/s3CgvLFp91R5I0mumjejvLEgtb/zvrkJAAAAAAAANMG4CQAA\n",
       "AAAAADTBuAkAAAAAAAA0wbgJAAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJAAAAAAAANMG4\n",
       "CQAAAAAAADTBuAkAAAAAAAA0wbgJAAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJAAAAAAAA\n",
       "NMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJAAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJAAAA\n",
       "AAAANMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJAAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJ\n",
       "AAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJAAAAAAAANMG4CQAAAAAAADShb+7003tdhPaN\n",
       "bStvfPHEXylvJMlJ83eUN977yA/KG39y/NXljSS54pSnyhsnf+cX5Y0k+fdLfrO+8b4HyhtL73ip\n",
       "vHHTvPrX6r9e893yRpIcd/tgeWP90KXljdtv+IfyRpKsu/OM8sb8qTnljST52w/+tLzxO/euK288\n",
       "M/laeeOe9fX3xq8+ubq8kSR/ufPR8sbfnbGkvPHqnrnljST5yKb6+9Zt77i4vJEkK+fV/xyv+9HD\n",
       "5Y1bVlxX3rj6zJ+XN1bd80R5I0l+9+iPlDc+ccX3yxtLbq9/r0+S6+d+uLzxhWu7OeOt+vKM8sYF\n",
       "/ReVN758w33ljSS57M5zS68/3Ks/cyfJ3R94vLzx+39f/+/+6Pgr5Y0kueeifeWNezedXN5Ikj99\n",
       "48fljbtXryxv7Do0Wt5Ikhuevr/0+l868f2l1z9i9ZJXyxtrH3ikvPGfVtxY3kiSD62t/yy08u6n\n",
       "yxtJcvPi+jPep6/6Xnljye1vljeS5IOzbihvfPH6+jPeKXcsLG+syZryxp3X13/OTpJf/sqF5Y3x\n",
       "vonyRpJ8/apnyhufvf+C8sZ9hzaVN5Lk88cvLm/c9Mzfl17fNzcBAAAAAACAJhg3AQAAAAAAgCYY\n",
       "NwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAA\n",
       "gCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAA\n",
       "AAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3\n",
       "AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACA\n",
       "Jhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmDE72Jv65\n",
       "/wz/ZD736suddD7RW1nemDY0v7zxyS33lzeSZM7QuvLGyOCW8kaS/Olrt5Y3Tn30+vLGjOH63/u/\n",
       "2XNPeeOC+y8vbyTJ/MHN5Y0fTDxY3vir7723vJEki6bqf76e6vtpeSNJ/vz/1b9/jQ72lTd2TL5S\n",
       "3rjlxxeWN5aO9sobSTLZGy9vfPoXi8sbVxw9UN5IkpGB2eWNP3xpe3kjSX5/7Jjyxshg/Rnv06/+\n",
       "7/LGomn195SRoW3ljST5wht/Vd5Y/eNryxuzRh4tbyTJ1/d9q7xx0f2XlTeSZFH/m+WNhycfKm/c\n",
       "+r1LyxtJsiBTpdd/rP8fS69/xJ89eFF5Y1oHt+BdY1vrI0lueaT+jLdyVjdnvF7xz3CSfOrxeeWN\n",
       "X106VN5IkpHBuaXX/8PNL5Ze/4hPT60qb0wbeqG88dkt3yhvJMmy6VeUN0aGujnbf3H7X5c31vzo\n",
       "mvLG7JGflzeS5DsH/09541331Z9ZFmVXeePR3sPljS99/5LyRpLM6+DM8mjvkfpIkj95qP7MMtTB\n",
       "VwX393bUR5Lc9nz9xlXNNzcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3\n",
       "AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACA\n",
       "Jhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAA\n",
       "AACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcB\n",
       "AAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAm\n",
       "GDcBAAAAAACAJhg3AQAAAAAAgCYMTvXGOwn1ehPljVm9+eWNJNk9PljeODT+Vnnj2OnnljeS5K3D\n",
       "w+WNw+NvljeSZP7oqeWNnR28Xl0YGphZ3tg5NlTeSJLpvRnljR1TB8sbb40NlDeSZKSvV944NLmr\n",
       "vJEke8b6yhv1hWR/B++RXfw6jk128Wp18/M1OFD/d9k/0c3/YTs0Uf96ze5bXd5Ikl2dnPF2lDeW\n",
       "ja4tb3Ryvpt4u7yRJHOnnVTe6OJ819fXzX1+sH+0vLHzcDdnvJHetPLGeAdnvF3j3bzfDxVnDnTw\n",
       "GThJ9nbzCKRcF+e7JBkfrD/bd3XGOzy5p7wx0F//+7h/spv3+8PFZ7xj+99Zev0jdnXwQeXg+Ovl\n",
       "jSUdnO+Sbs4s45P7yxtJMmfa8eWNLl6vwb6R8kaSjPXVv391ccab3sH5bmxyX3ljV0fP8Ib6psob\n",
       "XZ3x9tfPT+ngUU5nZ7wDA/WH4l5vsvT6vrkJAAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJ\n",
       "AAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJAAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0\n",
       "wbgJAAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJAAAAAAAANMG4CQAAAAAAADTBuAkAAAAA\n",
       "AAA0wbgJAAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJAAAAAAAANMG4CQAAAAAAADTBuAkA\n",
       "AAAAAAA0wbgJAAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0wbgJAAAAAAAANMG4CQAAAAAAADTB\n",
       "uAkAAAAAAAA0wbgJAAAAAAAANMG4CQAAAAAAADTBuAkAAAAAAAA0YfCf+w/wT2nr1DOddGYNXlje\n",
       "mD60qLyx9dBj5Y0kGR08pryxeMY55Y0k2XHo2fLGyMDZ5Y3jBs4sb7ww8Uh5Y6CvV95IkmN7R5U3\n",
       "Xu2r/78mk72+8kaSLBweKm/0Hezm/+bsm6hvzBmub3Rh59hYeePk2d0cWyanDpc3Ng+9Ud64fOjo\n",
       "8kZXXuk90UmnizPejJFl5Y1th+pfr9HBleWNpaNryxtJsv1Q/WeI4f76M8vKrC5vJMnG3g/LG33d\n",
       "HFlyTOaVN17q4Iw3PtXNC7ZgeKA2MF57+SP2ddA5enp9o9ebqo8k2T5Wfy5aPa+bA3EXZ7wtQ6+W\n",
       "N2YNrihvJEl/X+3Ze/NkR+e7oXXljTnTVpU3ujivJMno4InljWXTu3mG9/rhJ8sbwwP178XHT51S\n",
       "3kiSJ3sPlTf6OziyLBmYVd7YMFmeyOFubvOZP9zB87X6x0VJkj3j9Z+5jpvR0QeVDuzp31/e6O+r\n",
       "fUbsm5sAAAAAAABAE4ybAAAAAAAAQBOMmwAAAAAAAEATjJsAAAAAAABAE4ybAAAAAAAAQBOMmwAA\n",
       "AAAAAEATjJsAAAAAAABAE4ybAAAAAAAAQBOMmwAAAAAAAEATjJsAAAAAAABAE4ybAAAAAAAAQBOM\n",
       "mwAAAAAAAEATjJsAAAAAAABAE4ybAAAAAAAAQBOMmwAAAAAAAEATjJsAAAAAAABAE4ybAAAAAAAA\n",
       "QBOMmwAAAAAAAEATjJsAAAAAAABAE4ybAAAAAAAAQBOMmwAAAAAAAEATjJsAAAAAAABAE4ybAAAA\n",
       "AAAAQBOMmwAAAAAAAEATjJsAAAAAAABAE4ybAAAAAAAAQBOMmwAAAAAAAEATjJsAAAAAAABAE4yb\n",
       "AAAAAAAAQBMGuwodM3p+eeNw9pU3kmTFrD3ljdP6LihvvDrtlfJGkswfOVTeOLP3zvJGkmyaNru8\n",
       "MdTXK2+cM21ReWP80JryxthUN/8/4+z5feWN198+u7yxZ7w8kSQ5b9FYeWPj1vp7SpLsGp8qb7x/\n",
       "af296+E97ylv7MrB8sY5C7v5IT5tx6Xljbezo7xx6vy3yhtJcuq2i8sbb/RvKW8kyfKZe8sbp6X+\n",
       "/WvLtJfLG/NGDpc3zszJ5Y0k2TBtenljoIPz3dkz5pY3kuTggfozy8GJbs545yyob7y6s/712lV/\n",
       "9EqSnL+w9vf+qUMXll7/iF3jE+WNDyyvP989uLv+/psku7O/vHHWgvr7b5Kctr3+jLcz28sbJ8/r\n",
       "5ox32mvrS6+/rX9z6fWPWDqj/vfxnb215Y1XOjjfJcnsofqbyln9q8obSfLkyEgnnWpnzZ7ZSWfv\n",
       "vvozy/6J+udraxfUn7s3bz+vvNHV+W7dUfXPch4/+K7yRpLsGq9/ZnTeogPljft31T/DS5K3++qf\n",
       "S80YXlx6fd/cBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACa\n",
       "YNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAA\n",
       "AACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQA\n",
       "AAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg\n",
       "3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAA\n",
       "AJpg3AQAAAAAAACaYNwEAAAAAAAAmjA4OXW4k9BFQyeVN54+vLO8kSS7Dw+VN248tr5x15aV5Y0k\n",
       "2Tde37hmRTc/x19+eVl549BUX3njsmW7yxtvvHh0eaM/vfJGkpy7cFd544W9C8sbswbLE0mSE2bt\n",
       "KW+sGa1/vboye3isvLFuTv3rtXn/VHljsvd2eSNJrlgwp7zxk52j5Y19YwfKG0lyzdEzyxvf3nZC\n",
       "eSNJ9oxNlDc+vHygvHHn5voz3t4OzndXLz9UH0lyx8vHlDfGOjjfXbqk/nyXJNtePKq8MdjfzRnv\n",
       "zPn195Xn9ywqb8yq/+iYJFk+c2/p9c+Z0c35bqz+yJJpg/X3k/Vzu3m9nttb/4JNTHVzxrtyYf0Z\n",
       "7wc7ppc39hw+WN5IkuuW1J5X73mtq/PdZHnjxuX19/mvbD6uvJEke8fr/y6/cmw3n1P2vrSkvDHR\n",
       "wRnvPYvrn0klydYD9WeW4Q6+ZrV6Xv09ZePuBeWNOcPliSTJktH95Y21M7s5s3TxGXV4oP6Z54Wz\n",
       "u3m9ntlT/1zqyb7avc43NwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcB\n",
       "AAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAm\n",
       "GDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAA\n",
       "AIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEA\n",
       "AAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYYNwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYY\n",
       "NwEAAAAAAIAmGDcBAAAAAACAJhg3AQAAAAAAgCYMjk3s7CTU69U3lvXPrY8k+Y8vP1Pe+Pjik8sb\n",
       "0/v6yhtJ8r9eqf/H/8Cybv4ur/RvLm88/taq8sbE3PrX6/uHvlHeOH3i6vJGkjy6Y15545v7/7a8\n",
       "8Zn53bxef/PywvLGQ2MbyhtJcvNRJ5Y3/vOGaeWNmX1j5Y13HzVY3vjwxl+UN5Lk2pmXljdWzx0u\n",
       "b1z35F3ljST5o2M/VN5YOX20vJEkn3z5+fLGv128orwxUF5IvrG5/nf+sqVT5Y0kebb/2fLGCbtP\n",
       "L28cnppR3kiS7x74Snlj9bybyhtJ8sM3FpQ3vnngW+WNT827qryRJHe8UPt6PT65pfT6R/zmUUvK\n",
       "G5/aWP95a1n/ZHkjSdbOr/+7XP/0D8sbSfKv5v/L8sYZc0bKGx/e8J3yRpL80bIPlF5/6fD00usf\n",
       "cctLr5c3Prqk/jPweA6XN5Lku6/Vn7svPrqb79o83vdYeeOkfeeVNw5PzSpvJMm9+24tb6ye96/L\n",
       "Gw+8Xn+++/bB75U3/mDuJeWNJLn1ufnljRen3ixvJMkNR9X/Xf7DpoPljRN6E+WNJFkxvf651ANv\n",
       "PV56fd/cBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwE\n",
       "AAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACa\n",
       "YNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAA\n",
       "AACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQA\n",
       "AAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg3AQAAAAAAACaYNwEAAAAAAAAmmDcBAAAAAAAAJpg\n",
       "3AQAAAAAAACa8P8B+Mit27Ie1NcAAAAASUVORK5CYII=\n",
       "\" transform=\"translate(265, 47)\"/>\n",
       "</g>\n",
       "<defs>\n",
       "  <clipPath id=\"clip833\">\n",
       "    <rect x=\"2160\" y=\"47\" width=\"73\" height=\"1377\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<g clip-path=\"url(#clip833)\">\n",
       "<image width=\"72\" height=\"1376\" xlink:href=\"data:image/png;base64,\n",
       "iVBORw0KGgoAAAANSUhEUgAAAEgAAAVgCAYAAADsKhu7AAAL6UlEQVR4nO3dwZEjNxBFQVBR/lsh\n",
       "L6UFZIHqHclDpgUTL35wCXTP7Off+/c7/K+/vv0D/DqBgkBBoCBQmPv+/fbP8NMsKAgUBAoChXnv\n",
       "z7d/hp9mQUGgIFAQKAgUHDWCBQWBgkBBoDDPh/TKgoJAQaAgUJh3fUhvLCgIFAQKAgWBgqNGsKAg\n",
       "UBAoCBR8SAcLCgIFgYJAwX1QsKAgUBAoCBQECnMcNVYWFAQKAgWBgvugYEFBoCBQECgIFOa4MFtZ\n",
       "UBAoCBQECnPuP9/+GX6aBQWBgkBBoODSPlhQECgIFAQKAgX3QcGCgkBBoCBQ8CEdLCgIFAQKAgX3\n",
       "QcGCgkBBoCBQECjMx1FjZUFBoCBQECjMuf5XhI0FBYGCQEGgIFBw1AgWFAQKAgWBgqNGsKAgUBAo\n",
       "CBS8HxQsKAgUBAoCBYHCfBw1VhYUBAoCBYGCt1yDBQWBgkBBoOCbdLCgIFAQKAgUBAoePQcLCgIF\n",
       "gYJAwVEjWFAQKAgUBAoCBUeNYEFBoCBQECg4agQLCgIFgYJAYc693/4ZfpoFBYGCQEGgIFBw1AgW\n",
       "FAQKAgWBgkv7YEFBoCBQECj4kA4WFAQKAgWBgkBhPp5qrCwoCBQECgIFR41gQUGgIFAQKAgUvEAV\n",
       "LCgIFAQKAgX3QcGCgkBBoCBQcB8ULCgIFAQKAgWBgvugYEFBoCBQECj4kA4WFAQKAgWBgl/qDRYU\n",
       "BAoCBYGCQMFRI1hQECgIFAQKPqSDBQWBgkBBoCBQ8K9YsKAgUBAoCBR8SAcLCgIFgYJAYc7zIb2x\n",
       "oCBQECgIFAQKjhrBgoJAQaAgUPAhHSwoCBQECgIFH9LBgoJAQaAgUBAozLnv2z/DT7OgIFAQKAgU\n",
       "HDWCBQWBgkBBoCBQcNQIFhQECgIFgYKjRrCgIFAQKAgUfJMOFhQECgIFgYJAYY6TxsqCgkBBoCBQ\n",
       "mPMcNTYWFAQKAgWBgm/SwYKCQEGgIFAQKPhXLFhQECgIFAQK44/g7SwoCBQECgIFgYKjRrCgIFAQ\n",
       "KAgUfEgHCwoCBYGCQGHO/Xz7Z/hpFhQECgIFgYJAYd7zr9jGgoJAQaAgUHAfFCwoCBQECgIF90HB\n",
       "goJAQaAgUBAozLsabdQJAgWBgkDBUSNYUBAoCBQECgKFOR49rywoCBQECgKFeY4aKwsKAgWBgkBh\n",
       "jkv7lTpBoCBQECgIFBw1ggUFgYJAQaDg0j5YUBAoCBQECl7iDOoEgYJAQaAgUPCWa7CgIFAQKAgU\n",
       "XNoHCwoCBYGCQEGgMO9ptFEnCBQECgIF90HBgoJAQaAgUHAfFCwoCBQECgIFgcIc90ErdYJAQaAg\n",
       "UHDUCBYUBAoCBYGCD+lgQUGgIFAQKAgU/NZzsKAgUBAoCBT81nNQJwgUBAoCBYHCPEeNlQUFgYJA\n",
       "QaDgqUawoCBQECgIFPyvCEGdIFAQKAgUBArug4IFBYGCQEGg4D4oWFAQKAgUBAq+SQcLCgIFgYJA\n",
       "QaDgLdegThAoCBQECo4awYKCQEGgIFAQKHiqESwoCBQECgIFR41gQUGgIFAQKPiva4IFBYGCQEGg\n",
       "IFDwv2QGdYJAQaAgUHAfFCwoCBQECgIFT1aDBQWBgkBBoCBQcNQIFhQECgIFgcJcH9IrCwoCBYGC\n",
       "QEGg4LeegzpBoCBQECi4DwoWFAQKAgWBgg/pYEFBoCBQECgIFLxAFSwoCBQECgIFR41gQUGgIFAQ\n",
       "KPiQDhYUBAoCBYGCQMGfpgjqBIGCQEGgMNel/cqCgkBBoCBQECi4MAsWFAQKAgWBgg/pYEFBoCBQ\n",
       "ECj4kA4WFAQKAgWBgkDBH1gKFhQECgIFgYKjRrCgIFAQKAgUfEgHCwoCBYGCQEGg4FcRgjpBoCBQ\n",
       "ECj4VYRgQUGgIFAQKAgUXJgFCwoCBYGCQMGHdLCgIFAQKAgUvMQZLCgIFAQKAgWBgqNGsKAgUBAo\n",
       "CBTmHR/SGwsKAgWBgkDBfVCwoCBQECgIFAQK7oOCBQWBgkBBoOCoESwoCBQECgIFgYKjRrCgIFAQ\n",
       "KAgUHDWCBQWBgkBBoOCbdLCgIFAQKAgUBAr+FQsWFAQKAgWBwly/irCyoCBQECgIFHyTDhYUBAoC\n",
       "BYGCQMGj52BBQaAgUBAozHvf/hF+mwUFgYJAQaAgUHDUCBYUBAoCBYGCv4IXLCgIFAQKAgXfpIMF\n",
       "BYGCQEGgIFDwAlWwoCBQECgIFPwqQrCgIFAQKAgUvB8ULCgIFAQKAgWBgqcawYKCQEGgIFBwaR8s\n",
       "KAgUBAoCBYGCpxrBgoJAQaAgUHAfFCwoCBQECgIFj56DBQWBgkBBoCBQcB8ULCgIFAQKAgWPnoMF\n",
       "BYGCQEGgMPfbP8GPs6AgUBAoCBQECo4awYKCQEGgIFDwflCwoCBQECgIFAQKLsyCBQWBgkBBoOA+\n",
       "KFhQECgIFAQKvkkHCwoCBYGCQEGg4KgRLCgIFAQKAgWPnoMFBYGCQEGgMP4yxc6CgkBBoCBQECg4\n",
       "agQLCgIFgYJAwaPnYEFBoCBQECgIFDx6DhYUBAoCBYGCo0awoCBQECgIFHyTDhYUBAoCBYGCQGGu\n",
       "N6hWFhQECgIFgYL7oGBBQaAgUBAouA8KFhQECgIFgYJAwVEjWFAQKAgUBArzXNqvLCgIFAQKAgWB\n",
       "wtzjwmxjQUGgIFAQKHg/KFhQECgIFAQK/gpesKAgUBAoCBQECv4KXrCgIFAQKAgUPHoOFhQECgIF\n",
       "gYKXOIMFBYGCQEGgIFDwC3XBgoJAQaAgUHDUCBYUBAoCBYGCQMFbrsGCgkBBoCBQ8JZrsKAgUBAo\n",
       "CBR8kw4WFAQKAgWBgkDBW67BgoJAQaAgUPD3g4IFBYGCQEGg4D4oWFAQKAgUBAoCBY+egwUFgYJA\n",
       "QaDgqBEsKAgUBAoCBYGCo0awoCBQECgIFBw1ggUFgYJAQaDgQzpYUBAoCBQECgIF90HBgoJAQaAg\n",
       "UHDUCBYUBAoCBYGCb9LBgoJAQaAgUBAoOGoECwoCBYGCQMHfDwoWFAQKAgWBgkDB/+0TLCgIFAQK\n",
       "AgX3QcGCgkBBoCBQmHd8Sm8sKAgUBAoCBYGCo0awoCBQECgIFDx6DhYUBAoCBYGCJ6vBgoJAQaAg\n",
       "UBAouA8KFhQECgIFgYJHz8GCgkBBoCBQECg4agQLCgIFgYJAwR9YChYUBAoCBYHCXC8IrSwoCBQE\n",
       "CgIFgYIXqIIFBYGCQEGgMM9RY2VBQaAgUBAo+CYdLCgIFAQKAgWBgqcawYKCQEGgIFDwflCwoCBQ\n",
       "ECgIFAQKc/1C3cqCgkBBoCBQcB8ULCgIFAQKAgV/miJYUBAoCBQECgIFL1AFCwoCBYGCQMGlfbCg\n",
       "IFAQKAgU3AcFCwoCBYGCQEGgMPe4EdpYUBAoCBQECu6DggUFgYJAQaAgUPCvWLCgIFAQKAgUPNUI\n",
       "FhQECgIFgYJL+2BBQaAgUBAoCBTmfhw1NhYUBAoCBYGCo0awoCBQECgIFOb5kF5ZUBAoCBQECgIF\n",
       "R41gQUGgIFAQKMz9+JDeWFAQKAgUBAoCBUeNYEFBoCBQECh4qhEsKAgUBAoCBd+kgwUFgYJAQaAg\n",
       "UPCvWLCgIFAQKAgUPHoOFhQECgIFgcK88+fbP8NPs6AgUBAoCBQECu6DggUFgYJAQaDg/aBgQUGg\n",
       "IFAQKAgU5j4XZhsLCgIFgYJAwVEjWFAQKAgUBApzPXpeWVAQKAgUBAoCBUeNYEFBoCBQECg4agQL\n",
       "CgIFgYJAYd7zTXpjQUGgIFAQKAgU3AcFCwoCBYGCQMFLnMGCgkBBoCBQECg4agQLCgIFgYJAYZ6j\n",
       "xsqCgkBBoCBQ8E06WFAQKAgUBAoChbleoFpZUBAoCBQECv7gdrCgIFAQKAgU/CpCsKAgUBAoCBQE\n",
       "Cp5qBAsKAgWBgkDBUSNYUBAoCBQECgIF/4oFCwoCBYGCQMGj52BBQaAgUBAo+CYdLCgIFAQKAgWB\n",
       "whyPnlcWFAQKAgWBgqNGsKAgUBAoCBS8xBksKAgUBAoCBYHCHEeNlQUFgYJAQaDg/aBgQUGgIFAQ\n",
       "KAgUPHoOFhQECgIFgYL7oGBBQaAgUBAozDvv2z/DT7OgIFAQKAgUBArug4IFBYGCQEGgMMdRY2VB\n",
       "QaAgUBAo/AdhU+3PqlcPeQAAAABJRU5ErkJggg==\n",
       "\" transform=\"translate(2161, 47)\"/>\n",
       "</g>\n",
       "<path clip-path=\"url(#clip830)\" d=\"M2270.21 1190.61 L2288.57 1190.61 L2288.57 1194.54 L2274.5 1194.54 L2274.5 1203.02 Q2275.52 1202.67 2276.53 1202.51 Q2277.55 1202.32 2278.57 1202.32 Q2284.36 1202.32 2287.74 1205.49 Q2291.12 1208.66 2291.12 1214.08 Q2291.12 1219.66 2287.64 1222.76 Q2284.17 1225.84 2277.85 1225.84 Q2275.68 1225.84 2273.41 1225.47 Q2271.16 1225.1 2268.76 1224.36 L2268.76 1219.66 Q2270.84 1220.79 2273.06 1221.35 Q2275.28 1221.91 2277.76 1221.91 Q2281.77 1221.91 2284.1 1219.8 Q2286.44 1217.69 2286.44 1214.08 Q2286.44 1210.47 2284.1 1208.36 Q2281.77 1206.26 2277.76 1206.26 Q2275.89 1206.26 2274.01 1206.67 Q2272.16 1207.09 2270.21 1207.97 L2270.21 1190.61 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1211.52 2256.76,1211.52 \"/>\n",
       "<path clip-path=\"url(#clip830)\" d=\"M2269.43 1009.52 L2277.07 1009.52 L2277.07 983.157 L2268.76 984.824 L2268.76 980.565 L2277.02 978.898 L2281.7 978.898 L2281.7 1009.52 L2289.33 1009.52 L2289.33 1013.46 L2269.43 1013.46 L2269.43 1009.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M2308.78 981.977 Q2305.17 981.977 2303.34 985.541 Q2301.53 989.083 2301.53 996.213 Q2301.53 1003.32 2303.34 1006.88 Q2305.17 1010.43 2308.78 1010.43 Q2312.41 1010.43 2314.22 1006.88 Q2316.05 1003.32 2316.05 996.213 Q2316.05 989.083 2314.22 985.541 Q2312.41 981.977 2308.78 981.977 M2308.78 978.273 Q2314.59 978.273 2317.64 982.879 Q2320.72 987.463 2320.72 996.213 Q2320.72 1004.94 2317.64 1009.55 Q2314.59 1014.13 2308.78 1014.13 Q2302.97 1014.13 2299.89 1009.55 Q2296.83 1004.94 2296.83 996.213 Q2296.83 987.463 2299.89 982.879 Q2302.97 978.273 2308.78 978.273 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,999.807 2256.76,999.807 \"/>\n",
       "<path clip-path=\"url(#clip830)\" d=\"M2269.43 797.811 L2277.07 797.811 L2277.07 771.446 L2268.76 773.112 L2268.76 768.853 L2277.02 767.186 L2281.7 767.186 L2281.7 797.811 L2289.33 797.811 L2289.33 801.746 L2269.43 801.746 L2269.43 797.811 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M2298.83 767.186 L2317.18 767.186 L2317.18 771.122 L2303.11 771.122 L2303.11 779.594 Q2304.13 779.246 2305.14 779.084 Q2306.16 778.899 2307.18 778.899 Q2312.97 778.899 2316.35 782.071 Q2319.73 785.242 2319.73 790.658 Q2319.73 796.237 2316.26 799.339 Q2312.78 802.418 2306.46 802.418 Q2304.29 802.418 2302.02 802.047 Q2299.77 801.677 2297.37 800.936 L2297.37 796.237 Q2299.45 797.371 2301.67 797.927 Q2303.89 798.483 2306.37 798.483 Q2310.38 798.483 2312.71 796.376 Q2315.05 794.27 2315.05 790.658 Q2315.05 787.047 2312.71 784.941 Q2310.38 782.834 2306.37 782.834 Q2304.5 782.834 2302.62 783.251 Q2300.77 783.668 2298.83 784.547 L2298.83 767.186 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,788.095 2256.76,788.095 \"/>\n",
       "<path clip-path=\"url(#clip830)\" d=\"M2274.38 586.1 L2290.7 586.1 L2290.7 590.035 L2268.76 590.035 L2268.76 586.1 Q2271.42 583.345 2276 578.715 Q2280.61 574.063 2281.79 572.72 Q2284.03 570.197 2284.91 568.461 Q2285.82 566.702 2285.82 565.012 Q2285.82 562.257 2283.87 560.521 Q2281.95 558.785 2278.85 558.785 Q2276.65 558.785 2274.2 559.549 Q2271.77 560.313 2268.99 561.864 L2268.99 557.142 Q2271.81 556.007 2274.27 555.429 Q2276.72 554.85 2278.76 554.85 Q2284.13 554.85 2287.32 557.535 Q2290.52 560.22 2290.52 564.711 Q2290.52 566.841 2289.7 568.762 Q2288.92 570.66 2286.81 573.253 Q2286.23 573.924 2283.13 577.141 Q2280.03 580.336 2274.38 586.1 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M2310.51 558.554 Q2306.9 558.554 2305.08 562.118 Q2303.27 565.66 2303.27 572.79 Q2303.27 579.896 2305.08 583.461 Q2306.9 587.002 2310.51 587.002 Q2314.15 587.002 2315.95 583.461 Q2317.78 579.896 2317.78 572.79 Q2317.78 565.66 2315.95 562.118 Q2314.15 558.554 2310.51 558.554 M2310.51 554.85 Q2316.33 554.85 2319.38 559.456 Q2322.46 564.04 2322.46 572.79 Q2322.46 581.516 2319.38 586.123 Q2316.33 590.706 2310.51 590.706 Q2304.7 590.706 2301.63 586.123 Q2298.57 581.516 2298.57 572.79 Q2298.57 564.04 2301.63 559.456 Q2304.7 554.85 2310.51 554.85 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,576.384 2256.76,576.384 \"/>\n",
       "<path clip-path=\"url(#clip830)\" d=\"M2274.38 374.388 L2290.7 374.388 L2290.7 378.323 L2268.76 378.323 L2268.76 374.388 Q2271.42 371.634 2276 367.004 Q2280.61 362.351 2281.79 361.009 Q2284.03 358.485 2284.91 356.749 Q2285.82 354.99 2285.82 353.3 Q2285.82 350.546 2283.87 348.81 Q2281.95 347.074 2278.85 347.074 Q2276.65 347.074 2274.2 347.837 Q2271.77 348.601 2268.99 350.152 L2268.99 345.43 Q2271.81 344.296 2274.27 343.717 Q2276.72 343.138 2278.76 343.138 Q2284.13 343.138 2287.32 345.824 Q2290.52 348.509 2290.52 352.999 Q2290.52 355.129 2289.7 357.05 Q2288.92 358.948 2286.81 361.541 Q2286.23 362.212 2283.13 365.43 Q2280.03 368.624 2274.38 374.388 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M2300.56 343.763 L2318.92 343.763 L2318.92 347.699 L2304.84 347.699 L2304.84 356.171 Q2305.86 355.823 2306.88 355.661 Q2307.9 355.476 2308.92 355.476 Q2314.7 355.476 2318.08 358.648 Q2321.46 361.819 2321.46 367.235 Q2321.46 372.814 2317.99 375.916 Q2314.52 378.995 2308.2 378.995 Q2306.02 378.995 2303.76 378.624 Q2301.51 378.254 2299.1 377.513 L2299.1 372.814 Q2301.19 373.948 2303.41 374.504 Q2305.63 375.059 2308.11 375.059 Q2312.11 375.059 2314.45 372.953 Q2316.79 370.847 2316.79 367.235 Q2316.79 363.624 2314.45 361.518 Q2312.11 359.411 2308.11 359.411 Q2306.23 359.411 2304.36 359.828 Q2302.51 360.245 2300.56 361.124 L2300.56 343.763 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,364.672 2256.76,364.672 \"/>\n",
       "<path clip-path=\"url(#clip830)\" d=\"M2284.38 147.978 Q2287.74 148.695 2289.61 150.964 Q2291.51 153.232 2291.51 156.566 Q2291.51 161.681 2287.99 164.482 Q2284.47 167.283 2277.99 167.283 Q2275.82 167.283 2273.5 166.843 Q2271.21 166.427 2268.76 165.57 L2268.76 161.056 Q2270.7 162.191 2273.02 162.769 Q2275.33 163.348 2277.85 163.348 Q2282.25 163.348 2284.54 161.612 Q2286.86 159.876 2286.86 156.566 Q2286.86 153.51 2284.7 151.797 Q2282.58 150.061 2278.76 150.061 L2274.73 150.061 L2274.73 146.218 L2278.94 146.218 Q2282.39 146.218 2284.22 144.853 Q2286.05 143.464 2286.05 140.871 Q2286.05 138.209 2284.15 136.797 Q2282.27 135.362 2278.76 135.362 Q2276.83 135.362 2274.64 135.779 Q2272.44 136.195 2269.8 137.075 L2269.8 132.908 Q2272.46 132.168 2274.77 131.797 Q2277.11 131.427 2279.17 131.427 Q2284.5 131.427 2287.6 133.857 Q2290.7 136.265 2290.7 140.385 Q2290.7 143.255 2289.06 145.246 Q2287.41 147.214 2284.38 147.978 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M2310.38 135.131 Q2306.76 135.131 2304.94 138.695 Q2303.13 142.237 2303.13 149.367 Q2303.13 156.473 2304.94 160.038 Q2306.76 163.579 2310.38 163.579 Q2314.01 163.579 2315.82 160.038 Q2317.64 156.473 2317.64 149.367 Q2317.64 142.237 2315.82 138.695 Q2314.01 135.131 2310.38 135.131 M2310.38 131.427 Q2316.19 131.427 2319.24 136.033 Q2322.32 140.617 2322.32 149.367 Q2322.32 158.093 2319.24 162.7 Q2316.19 167.283 2310.38 167.283 Q2304.57 167.283 2301.49 162.7 Q2298.43 158.093 2298.43 149.367 Q2298.43 140.617 2301.49 136.033 Q2304.57 131.427 2310.38 131.427 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,152.961 2256.76,152.961 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1423.18 2232.76,47.2441 \"/>\n",
       "</svg>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "using Random\n",
    "using Plots\n",
    "using FFTW\n",
    "using WAV\n",
    "\n",
    "signal, fs, b, opt = wavread(\"demo_data/aa_audio/audio_lpc_aa_fo100.wav\")\n",
    "\n",
    "# Parameters for spectrogram\n",
    "window_size = 400\n",
    "overlap = 100\n",
    "\n",
    "function compute_spectrogram(signal, window_size, overlap)\n",
    "    num_windows = div(length(signal) - window_size, window_size - overlap) + 1\n",
    "    spectrogram = []\n",
    "\n",
    "    for i in 1:num_windows\n",
    "        start_idx = (i - 1) * (window_size - overlap) + 1\n",
    "        end_idx = start_idx + window_size - 1\n",
    "        window = signal[start_idx:end_idx]\n",
    "        windowed_signal = window .* hanning(window_size)\n",
    "        spectrum = abs.(fft(windowed_signal)[1:div(window_size,2)])\n",
    "        push!(spectrogram, spectrum)\n",
    "    end\n",
    "\n",
    "    return hcat(spectrogram...), num_windows\n",
    "end\n",
    "\n",
    "function hanning(size)\n",
    "    return 0.5 * (1 .- cos.(2π * (0:size-1) ./ (size-1)))\n",
    "end\n",
    "\n",
    "spectrogram, num_windows = compute_spectrogram(signal, window_size, overlap)\n",
    "\n",
    "n_samp = length(signal)\n",
    "time_step = (window_size - overlap) / fs\n",
    "t = 0:time_step:time_step * (num_windows - 1)  # Time vector\n",
    "\n",
    "# Define the maximum frequency you want to display\n",
    "fc = 5000 # in Hz\n",
    "\n",
    "# Convert fc to corresponding matrix index\n",
    "max_index = Int(round(fc * size(spectrogram, 1) / (fs / 2)))\n",
    "\n",
    "# Slice the spectrogram matrix to keep only the lower frequencies\n",
    "spectrogram = spectrogram[1:max_index, :]\n",
    "println(size(spectrogram))\n",
    "\n",
    "f = 1:fc/size(spectrogram, 1):fc\n",
    "\n",
    "heatmap(t, f, spectrogram, xlabel=\"Time\", ylabel=\"Frequency\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# anim = Animation()\n",
    "\n",
    "# step = 1\n",
    "# wn = range(start=-100, step=step, stop=-20)\n",
    "# nw = range(start=20, step=step, stop=100)\n",
    "# r = [wn; nw]\n",
    "\n",
    "# for window_size in r\n",
    "#     window_size = abs.(window_size)\n",
    "#     overlap = Int.(round(window_size / 2))\n",
    "#     spectrogram = compute_spectrogram(signal, window_size, overlap)\n",
    "#     heatmap(spectrogram, xlabel=\"Time\", ylabel=\"Frequency\", title=\"Spectrogram (window size = $window_size)\")\n",
    "#     frame(anim)\n",
    "# end\n",
    "\n",
    "# gif(anim, \"figures/spectrogram.gif\", fps=60)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Julia 1.9.3",
   "language": "julia",
   "name": "julia-1.9"
  },
  "language_info": {
   "file_extension": ".jl",
   "mimetype": "application/julia",
   "name": "julia",
   "version": "1.9.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}