exemplo_binomial_julia.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Modelo linear generalizado - Distribuição binomial\n",
    "\n",
    "Adaptado de https://github.com/mvbdf/exemplos_mlg/blob/main/exemplo_binomial.ipynb\n",
    "\n",
    "Um modelo binomial com função de ligação canônica é ajustado aos dados do Exemplo 5, pag. 16 do\n",
    "livro Demétrio, C. G. B. (2002), Modelos Lineares Generalizados em Experimentação Agronômica, ESALQ\n",
    "(https://docs.ufpr.br/~niveam/micro%20da%20sala/bom/Apostila%20de%20MLG.pdf).\n",
    "\n",
    "O modelo relaciona a probabilidade de que um inseto (pulgão) morra com a dose do inseticida (rotenone).\n",
    "Para cada dose foram utilizados m insetos no experimento dos quais y morreram após um certo tempo de\n",
    "exposição ao inseticida. Seis doses diferentes foram testadas. Esse tipo de estudo é conhecido como ensaio\n",
    "dose-resposta.\n",
    "\n",
    "A linguagem $\\color{cyan}Julia$ é utilizada no exemplo."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "using Distributions, Plots, GLM, DataFrames\n",
    "theme(:default)\n",
    "default(label=\"\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><div style = \"float: left;\"><span>292×2 DataFrame</span></div><div style = \"float: right;\"><span style = \"font-style: italic;\">267 rows omitted</span></div><div style = \"clear: both;\"></div></div><div class = \"data-frame\" style = \"overflow-x: scroll;\"><table class = \"data-frame\" style = \"margin-bottom: 6px;\"><thead><tr class = \"header\"><th class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">Row</th><th style = \"text-align: left;\">dose</th><th style = \"text-align: left;\">resposta</th></tr><tr class = \"subheader headerLastRow\"><th class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\"></th><th title = \"Float64\" style = \"text-align: left;\">Float64</th><th title = \"Int64\" style = \"text-align: left;\">Int64</th></tr></thead><tbody><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">1</td><td style = \"text-align: right;\">10.2</td><td style = \"text-align: right;\">1</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">2</td><td style = \"text-align: right;\">10.2</td><td style = \"text-align: right;\">1</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">3</td><td style = \"text-align: right;\">10.2</td><td style = \"text-align: right;\">1</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">4</td><td style = \"text-align: right;\">10.2</td><td style = \"text-align: right;\">1</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">5</td><td style = \"text-align: right;\">10.2</td><td style = \"text-align: right;\">1</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">6</td><td style = \"text-align: right;\">10.2</td><td style = \"text-align: right;\">1</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">7</td><td style = \"text-align: right;\">10.2</td><td style = \"text-align: right;\">1</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">8</td><td style = \"text-align: right;\">10.2</td><td style = \"text-align: right;\">1</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">9</td><td style = \"text-align: right;\">10.2</td><td style = \"text-align: right;\">1</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">10</td><td style = \"text-align: right;\">10.2</td><td style = \"text-align: right;\">1</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">11</td><td style = \"text-align: right;\">10.2</td><td style = \"text-align: right;\">1</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">12</td><td style = \"text-align: right;\">10.2</td><td style = \"text-align: right;\">1</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">13</td><td style = \"text-align: right;\">10.2</td><td style = \"text-align: right;\">1</td></tr><tr><td style = \"text-align: right;\">&vellip;</td><td style = \"text-align: right;\">&vellip;</td><td style = \"text-align: right;\">&vellip;</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">281</td><td style = \"text-align: right;\">0.0</td><td style = \"text-align: right;\">0</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">282</td><td style = \"text-align: right;\">0.0</td><td style = \"text-align: right;\">0</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">283</td><td style = \"text-align: right;\">0.0</td><td style = \"text-align: right;\">0</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">284</td><td style = \"text-align: right;\">0.0</td><td style = \"text-align: right;\">0</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">285</td><td style = \"text-align: right;\">0.0</td><td style = \"text-align: right;\">0</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">286</td><td style = \"text-align: right;\">0.0</td><td style = \"text-align: right;\">0</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">287</td><td style = \"text-align: right;\">0.0</td><td style = \"text-align: right;\">0</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">288</td><td style = \"text-align: right;\">0.0</td><td style = \"text-align: right;\">0</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">289</td><td style = \"text-align: right;\">0.0</td><td style = \"text-align: right;\">0</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">290</td><td style = \"text-align: right;\">0.0</td><td style = \"text-align: right;\">0</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">291</td><td style = \"text-align: right;\">0.0</td><td style = \"text-align: right;\">0</td></tr><tr><td class = \"rowNumber\" style = \"font-weight: bold; text-align: right;\">292</td><td style = \"text-align: right;\">0.0</td><td style = \"text-align: right;\">0</td></tr></tbody></table></div>"
      ],
      "text/latex": [
       "\\begin{tabular}{r|cc}\n",
       "\t& dose & resposta\\\\\n",
       "\t\\hline\n",
       "\t& Float64 & Int64\\\\\n",
       "\t\\hline\n",
       "\t1 & 10.2 & 1 \\\\\n",
       "\t2 & 10.2 & 1 \\\\\n",
       "\t3 & 10.2 & 1 \\\\\n",
       "\t4 & 10.2 & 1 \\\\\n",
       "\t5 & 10.2 & 1 \\\\\n",
       "\t6 & 10.2 & 1 \\\\\n",
       "\t7 & 10.2 & 1 \\\\\n",
       "\t8 & 10.2 & 1 \\\\\n",
       "\t9 & 10.2 & 1 \\\\\n",
       "\t10 & 10.2 & 1 \\\\\n",
       "\t11 & 10.2 & 1 \\\\\n",
       "\t12 & 10.2 & 1 \\\\\n",
       "\t13 & 10.2 & 1 \\\\\n",
       "\t14 & 10.2 & 1 \\\\\n",
       "\t15 & 10.2 & 1 \\\\\n",
       "\t16 & 10.2 & 1 \\\\\n",
       "\t17 & 10.2 & 1 \\\\\n",
       "\t18 & 10.2 & 1 \\\\\n",
       "\t19 & 10.2 & 1 \\\\\n",
       "\t20 & 10.2 & 1 \\\\\n",
       "\t21 & 10.2 & 1 \\\\\n",
       "\t22 & 10.2 & 1 \\\\\n",
       "\t23 & 10.2 & 1 \\\\\n",
       "\t24 & 10.2 & 1 \\\\\n",
       "\t$\\dots$ & $\\dots$ & $\\dots$ \\\\\n",
       "\\end{tabular}\n"
      ],
      "text/plain": [
       "\u001b[1m292×2 DataFrame\u001b[0m\n",
       "\u001b[1m Row \u001b[0m│\u001b[1m dose    \u001b[0m\u001b[1m resposta \u001b[0m\n",
       "     │\u001b[90m Float64 \u001b[0m\u001b[90m Int64    \u001b[0m\n",
       "─────┼───────────────────\n",
       "   1 │    10.2         1\n",
       "   2 │    10.2         1\n",
       "   3 │    10.2         1\n",
       "   4 │    10.2         1\n",
       "   5 │    10.2         1\n",
       "   6 │    10.2         1\n",
       "   7 │    10.2         1\n",
       "   8 │    10.2         1\n",
       "  ⋮  │    ⋮        ⋮\n",
       " 286 │     0.0         0\n",
       " 287 │     0.0         0\n",
       " 288 │     0.0         0\n",
       " 289 │     0.0         0\n",
       " 290 │     0.0         0\n",
       " 291 │     0.0         0\n",
       " 292 │     0.0         0\n",
       "\u001b[36m         277 rows omitted\u001b[0m"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dose = [10.2, 7.7, 5.1, 3.8, 2.6, 0.0]\n",
    "m = [50, 49, 46, 48, 50, 49]\n",
    "y = [44, 42, 24, 16, 6, 0]\n",
    "resposta = (y, m-y)\n",
    "pmortos = y ./ m\n",
    "\n",
    "doses, respostas = Vector{Int64}(), Vector{Float64}()\n",
    "for i ∈ 1:length(y) \n",
    "    append!(respostas, fill(dose[i], m[i]))\n",
    "    append!(doses, fill(1, y[i])); append!(doses, fill(0, m[i]-y[i]))\n",
    "end\n",
    "data = DataFrame(dose=respostas,resposta=doses)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "O objeto resposta representa a variável resposta e tem duas colunas: número de insetos mortos e número de\n",
    "insetos sobreviventes. O número de insetos no estudo foi"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "292"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "data |> nrow"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Os dados neste exemplo estão na forma agregada. Na forma bruta terîamos um vetor de respostas binárias\n",
    "$y$ (292 × 1) e um vetor $x$ (292 × 1) com os valores das doses, sendo que 10,2 estaria repetido 50 vezes, . . . ,\n",
    "0,0 estaria repetido 49 vezes."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "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=\"clip650\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip650)\" d=\"M0 1600 L2400 1600 L2400 0 L0 0  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip651\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip650)\" d=\"M219.866 1423.18 L2352.76 1423.18 L2352.76 47.2441 L219.866 47.2441  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip652\">\n",
       "    <rect x=\"219\" y=\"47\" width=\"2134\" height=\"1377\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip652)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"280.231,1423.18 280.231,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip652)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"773.408,1423.18 773.408,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip652)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1266.58,1423.18 1266.58,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip652)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1759.76,1423.18 1759.76,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip652)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"2252.94,1423.18 2252.94,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip650)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,1423.18 2352.76,1423.18 \"/>\n",
       "<polyline clip-path=\"url(#clip650)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"280.231,1423.18 280.231,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip650)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"773.408,1423.18 773.408,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip650)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1266.58,1423.18 1266.58,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip650)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1759.76,1423.18 1759.76,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip650)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2252.94,1423.18 2252.94,1404.28 \"/>\n",
       "<path clip-path=\"url(#clip650)\" d=\"M257.615 1454.1 Q254.004 1454.1 252.176 1457.66 Q250.37 1461.2 250.37 1468.33 Q250.37 1475.44 252.176 1479.01 Q254.004 1482.55 257.615 1482.55 Q261.25 1482.55 263.055 1479.01 Q264.884 1475.44 264.884 1468.33 Q264.884 1461.2 263.055 1457.66 Q261.25 1454.1 257.615 1454.1 M257.615 1450.39 Q263.426 1450.39 266.481 1455 Q269.56 1459.58 269.56 1468.33 Q269.56 1477.06 266.481 1481.67 Q263.426 1486.25 257.615 1486.25 Q251.805 1486.25 248.727 1481.67 Q245.671 1477.06 245.671 1468.33 Q245.671 1459.58 248.727 1455 Q251.805 1450.39 257.615 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M277.777 1479.7 L282.662 1479.7 L282.662 1485.58 L277.777 1485.58 L277.777 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M302.847 1454.1 Q299.236 1454.1 297.407 1457.66 Q295.601 1461.2 295.601 1468.33 Q295.601 1475.44 297.407 1479.01 Q299.236 1482.55 302.847 1482.55 Q306.481 1482.55 308.286 1479.01 Q310.115 1475.44 310.115 1468.33 Q310.115 1461.2 308.286 1457.66 Q306.481 1454.1 302.847 1454.1 M302.847 1450.39 Q308.657 1450.39 311.712 1455 Q314.791 1459.58 314.791 1468.33 Q314.791 1477.06 311.712 1481.67 Q308.657 1486.25 302.847 1486.25 Q297.037 1486.25 293.958 1481.67 Q290.902 1477.06 290.902 1468.33 Q290.902 1459.58 293.958 1455 Q297.037 1450.39 302.847 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M745.144 1481.64 L761.463 1481.64 L761.463 1485.58 L739.519 1485.58 L739.519 1481.64 Q742.181 1478.89 746.764 1474.26 Q751.371 1469.61 752.551 1468.27 Q754.797 1465.74 755.676 1464.01 Q756.579 1462.25 756.579 1460.56 Q756.579 1457.8 754.634 1456.07 Q752.713 1454.33 749.611 1454.33 Q747.412 1454.33 744.959 1455.09 Q742.528 1455.86 739.75 1457.41 L739.75 1452.69 Q742.574 1451.55 745.028 1450.97 Q747.482 1450.39 749.519 1450.39 Q754.889 1450.39 758.084 1453.08 Q761.278 1455.77 761.278 1460.26 Q761.278 1462.39 760.468 1464.31 Q759.681 1466.2 757.574 1468.8 Q756.996 1469.47 753.894 1472.69 Q750.792 1475.88 745.144 1481.64 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M771.278 1479.7 L776.162 1479.7 L776.162 1485.58 L771.278 1485.58 L771.278 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M786.394 1451.02 L804.75 1451.02 L804.75 1454.96 L790.676 1454.96 L790.676 1463.43 Q791.694 1463.08 792.713 1462.92 Q793.732 1462.73 794.75 1462.73 Q800.537 1462.73 803.917 1465.9 Q807.296 1469.08 807.296 1474.49 Q807.296 1480.07 803.824 1483.17 Q800.352 1486.25 794.032 1486.25 Q791.857 1486.25 789.588 1485.88 Q787.343 1485.51 784.935 1484.77 L784.935 1480.07 Q787.019 1481.2 789.241 1481.76 Q791.463 1482.32 793.94 1482.32 Q797.944 1482.32 800.282 1480.21 Q802.62 1478.1 802.62 1474.49 Q802.62 1470.88 800.282 1468.77 Q797.944 1466.67 793.94 1466.67 Q792.065 1466.67 790.19 1467.08 Q788.338 1467.5 786.394 1468.38 L786.394 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M1233.75 1451.02 L1252.1 1451.02 L1252.1 1454.96 L1238.03 1454.96 L1238.03 1463.43 Q1239.05 1463.08 1240.07 1462.92 Q1241.09 1462.73 1242.1 1462.73 Q1247.89 1462.73 1251.27 1465.9 Q1254.65 1469.08 1254.65 1474.49 Q1254.65 1480.07 1251.18 1483.17 Q1247.71 1486.25 1241.39 1486.25 Q1239.21 1486.25 1236.94 1485.88 Q1234.7 1485.51 1232.29 1484.77 L1232.29 1480.07 Q1234.37 1481.2 1236.6 1481.76 Q1238.82 1482.32 1241.29 1482.32 Q1245.3 1482.32 1247.64 1480.21 Q1249.98 1478.1 1249.98 1474.49 Q1249.98 1470.88 1247.64 1468.77 Q1245.3 1466.67 1241.29 1466.67 Q1239.42 1466.67 1237.54 1467.08 Q1235.69 1467.5 1233.75 1468.38 L1233.75 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M1263.86 1479.7 L1268.75 1479.7 L1268.75 1485.58 L1263.86 1485.58 L1263.86 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M1288.93 1454.1 Q1285.32 1454.1 1283.49 1457.66 Q1281.69 1461.2 1281.69 1468.33 Q1281.69 1475.44 1283.49 1479.01 Q1285.32 1482.55 1288.93 1482.55 Q1292.57 1482.55 1294.37 1479.01 Q1296.2 1475.44 1296.2 1468.33 Q1296.2 1461.2 1294.37 1457.66 Q1292.57 1454.1 1288.93 1454.1 M1288.93 1450.39 Q1294.74 1450.39 1297.8 1455 Q1300.88 1459.58 1300.88 1468.33 Q1300.88 1477.06 1297.8 1481.67 Q1294.74 1486.25 1288.93 1486.25 Q1283.12 1486.25 1280.04 1481.67 Q1276.99 1477.06 1276.99 1468.33 Q1276.99 1459.58 1280.04 1455 Q1283.12 1450.39 1288.93 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M1726.08 1451.02 L1748.3 1451.02 L1748.3 1453.01 L1735.76 1485.58 L1730.87 1485.58 L1742.68 1454.96 L1726.08 1454.96 L1726.08 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M1757.42 1479.7 L1762.31 1479.7 L1762.31 1485.58 L1757.42 1485.58 L1757.42 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M1772.54 1451.02 L1790.89 1451.02 L1790.89 1454.96 L1776.82 1454.96 L1776.82 1463.43 Q1777.84 1463.08 1778.86 1462.92 Q1779.88 1462.73 1780.89 1462.73 Q1786.68 1462.73 1790.06 1465.9 Q1793.44 1469.08 1793.44 1474.49 Q1793.44 1480.07 1789.97 1483.17 Q1786.5 1486.25 1780.18 1486.25 Q1778 1486.25 1775.73 1485.88 Q1773.49 1485.51 1771.08 1484.77 L1771.08 1480.07 Q1773.16 1481.2 1775.39 1481.76 Q1777.61 1482.32 1780.08 1482.32 Q1784.09 1482.32 1786.43 1480.21 Q1788.76 1478.1 1788.76 1474.49 Q1788.76 1470.88 1786.43 1468.77 Q1784.09 1466.67 1780.08 1466.67 Q1778.21 1466.67 1776.33 1467.08 Q1774.48 1467.5 1772.54 1468.38 L1772.54 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M2205.01 1481.64 L2212.65 1481.64 L2212.65 1455.28 L2204.34 1456.95 L2204.34 1452.69 L2212.6 1451.02 L2217.28 1451.02 L2217.28 1481.64 L2224.92 1481.64 L2224.92 1485.58 L2205.01 1485.58 L2205.01 1481.64 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M2244.36 1454.1 Q2240.75 1454.1 2238.92 1457.66 Q2237.12 1461.2 2237.12 1468.33 Q2237.12 1475.44 2238.92 1479.01 Q2240.75 1482.55 2244.36 1482.55 Q2247.99 1482.55 2249.8 1479.01 Q2251.63 1475.44 2251.63 1468.33 Q2251.63 1461.2 2249.8 1457.66 Q2247.99 1454.1 2244.36 1454.1 M2244.36 1450.39 Q2250.17 1450.39 2253.23 1455 Q2256.31 1459.58 2256.31 1468.33 Q2256.31 1477.06 2253.23 1481.67 Q2250.17 1486.25 2244.36 1486.25 Q2238.55 1486.25 2235.47 1481.67 Q2232.42 1477.06 2232.42 1468.33 Q2232.42 1459.58 2235.47 1455 Q2238.55 1450.39 2244.36 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M2264.52 1479.7 L2269.41 1479.7 L2269.41 1485.58 L2264.52 1485.58 L2264.52 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M2289.59 1454.1 Q2285.98 1454.1 2284.15 1457.66 Q2282.35 1461.2 2282.35 1468.33 Q2282.35 1475.44 2284.15 1479.01 Q2285.98 1482.55 2289.59 1482.55 Q2293.23 1482.55 2295.03 1479.01 Q2296.86 1475.44 2296.86 1468.33 Q2296.86 1461.2 2295.03 1457.66 Q2293.23 1454.1 2289.59 1454.1 M2289.59 1450.39 Q2295.4 1450.39 2298.46 1455 Q2301.54 1459.58 2301.54 1468.33 Q2301.54 1477.06 2298.46 1481.67 Q2295.4 1486.25 2289.59 1486.25 Q2283.78 1486.25 2280.7 1481.67 Q2277.65 1477.06 2277.65 1468.33 Q2277.65 1459.58 2280.7 1455 Q2283.78 1450.39 2289.59 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M1215.6 1525.81 L1215.6 1562.76 L1223.37 1562.76 Q1233.21 1562.76 1237.76 1558.3 Q1242.34 1553.85 1242.34 1544.24 Q1242.34 1534.69 1237.76 1530.26 Q1233.21 1525.81 1223.37 1525.81 L1215.6 1525.81 M1209.17 1520.52 L1222.38 1520.52 Q1236.2 1520.52 1242.66 1526.28 Q1249.12 1532.01 1249.12 1544.24 Q1249.12 1556.52 1242.63 1562.28 Q1236.13 1568.04 1222.38 1568.04 L1209.17 1568.04 L1209.17 1520.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M1272.93 1536.5 Q1268.22 1536.5 1265.48 1540.19 Q1262.74 1543.85 1262.74 1550.25 Q1262.74 1556.65 1265.45 1560.34 Q1268.18 1564 1272.93 1564 Q1277.61 1564 1280.34 1560.31 Q1283.08 1556.62 1283.08 1550.25 Q1283.08 1543.92 1280.34 1540.23 Q1277.61 1536.5 1272.93 1536.5 M1272.93 1531.54 Q1280.57 1531.54 1284.93 1536.5 Q1289.29 1541.47 1289.29 1550.25 Q1289.29 1559 1284.93 1564 Q1280.57 1568.97 1272.93 1568.97 Q1265.26 1568.97 1260.9 1564 Q1256.57 1559 1256.57 1550.25 Q1256.57 1541.47 1260.9 1536.5 Q1265.26 1531.54 1272.93 1531.54 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M1321.72 1533.45 L1321.72 1538.98 Q1319.24 1537.71 1316.56 1537.07 Q1313.89 1536.44 1311.03 1536.44 Q1306.67 1536.44 1304.47 1537.77 Q1302.3 1539.11 1302.3 1541.79 Q1302.3 1543.82 1303.86 1545 Q1305.42 1546.15 1310.13 1547.2 L1312.14 1547.64 Q1318.38 1548.98 1320.99 1551.43 Q1323.63 1553.85 1323.63 1558.21 Q1323.63 1563.17 1319.68 1566.07 Q1315.77 1568.97 1308.89 1568.97 Q1306.03 1568.97 1302.91 1568.39 Q1299.82 1567.85 1296.38 1566.74 L1296.38 1560.69 Q1299.63 1562.38 1302.78 1563.24 Q1305.93 1564.07 1309.02 1564.07 Q1313.16 1564.07 1315.39 1562.66 Q1317.61 1561.23 1317.61 1558.65 Q1317.61 1556.27 1315.99 1554.99 Q1314.4 1553.72 1308.96 1552.54 L1306.92 1552.07 Q1301.48 1550.92 1299.06 1548.56 Q1296.64 1546.18 1296.64 1542.04 Q1296.64 1537.01 1300.2 1534.27 Q1303.77 1531.54 1310.33 1531.54 Q1313.57 1531.54 1316.44 1532.01 Q1319.3 1532.49 1321.72 1533.45 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M1363.45 1548.76 L1363.45 1551.62 L1336.52 1551.62 Q1336.9 1557.67 1340.15 1560.85 Q1343.43 1564 1349.25 1564 Q1352.63 1564 1355.78 1563.17 Q1358.96 1562.35 1362.08 1560.69 L1362.08 1566.23 Q1358.93 1567.57 1355.62 1568.27 Q1352.31 1568.97 1348.9 1568.97 Q1340.37 1568.97 1335.37 1564 Q1330.41 1559.04 1330.41 1550.57 Q1330.41 1541.82 1335.12 1536.69 Q1339.86 1531.54 1347.88 1531.54 Q1355.08 1531.54 1359.25 1536.18 Q1363.45 1540.8 1363.45 1548.76 M1357.59 1547.04 Q1357.53 1542.23 1354.89 1539.37 Q1352.28 1536.5 1347.95 1536.5 Q1343.05 1536.5 1340.09 1539.27 Q1337.16 1542.04 1336.71 1547.07 L1357.59 1547.04 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip652)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"219.866,1384.24 2352.76,1384.24 \"/>\n",
       "<polyline clip-path=\"url(#clip652)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"219.866,1089.23 2352.76,1089.23 \"/>\n",
       "<polyline clip-path=\"url(#clip652)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"219.866,794.214 2352.76,794.214 \"/>\n",
       "<polyline clip-path=\"url(#clip652)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"219.866,499.202 2352.76,499.202 \"/>\n",
       "<polyline clip-path=\"url(#clip652)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"219.866,204.19 2352.76,204.19 \"/>\n",
       "<polyline clip-path=\"url(#clip650)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,1423.18 219.866,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip650)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,1384.24 238.764,1384.24 \"/>\n",
       "<polyline clip-path=\"url(#clip650)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,1089.23 238.764,1089.23 \"/>\n",
       "<polyline clip-path=\"url(#clip650)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,794.214 238.764,794.214 \"/>\n",
       "<polyline clip-path=\"url(#clip650)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,499.202 238.764,499.202 \"/>\n",
       "<polyline clip-path=\"url(#clip650)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,204.19 238.764,204.19 \"/>\n",
       "<path clip-path=\"url(#clip650)\" d=\"M126.691 1370.04 Q123.08 1370.04 121.251 1373.6 Q119.445 1377.14 119.445 1384.27 Q119.445 1391.38 121.251 1394.94 Q123.08 1398.49 126.691 1398.49 Q130.325 1398.49 132.13 1394.94 Q133.959 1391.38 133.959 1384.27 Q133.959 1377.14 132.13 1373.6 Q130.325 1370.04 126.691 1370.04 M126.691 1366.33 Q132.501 1366.33 135.556 1370.94 Q138.635 1375.52 138.635 1384.27 Q138.635 1393 135.556 1397.61 Q132.501 1402.19 126.691 1402.19 Q120.88 1402.19 117.802 1397.61 Q114.746 1393 114.746 1384.27 Q114.746 1375.52 117.802 1370.94 Q120.88 1366.33 126.691 1366.33 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M146.853 1395.64 L151.737 1395.64 L151.737 1401.52 L146.853 1401.52 L146.853 1395.64 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M171.922 1370.04 Q168.311 1370.04 166.482 1373.6 Q164.677 1377.14 164.677 1384.27 Q164.677 1391.38 166.482 1394.94 Q168.311 1398.49 171.922 1398.49 Q175.556 1398.49 177.362 1394.94 Q179.19 1391.38 179.19 1384.27 Q179.19 1377.14 177.362 1373.6 Q175.556 1370.04 171.922 1370.04 M171.922 1366.33 Q177.732 1366.33 180.788 1370.94 Q183.866 1375.52 183.866 1384.27 Q183.866 1393 180.788 1397.61 Q177.732 1402.19 171.922 1402.19 Q166.112 1402.19 163.033 1397.61 Q159.978 1393 159.978 1384.27 Q159.978 1375.52 163.033 1370.94 Q166.112 1366.33 171.922 1366.33 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M128.288 1075.02 Q124.677 1075.02 122.848 1078.59 Q121.043 1082.13 121.043 1089.26 Q121.043 1096.37 122.848 1099.93 Q124.677 1103.47 128.288 1103.47 Q131.922 1103.47 133.728 1099.93 Q135.556 1096.37 135.556 1089.26 Q135.556 1082.13 133.728 1078.59 Q131.922 1075.02 128.288 1075.02 M128.288 1071.32 Q134.098 1071.32 137.154 1075.93 Q140.232 1080.51 140.232 1089.26 Q140.232 1097.99 137.154 1102.59 Q134.098 1107.18 128.288 1107.18 Q122.478 1107.18 119.399 1102.59 Q116.343 1097.99 116.343 1089.26 Q116.343 1080.51 119.399 1075.93 Q122.478 1071.32 128.288 1071.32 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M148.45 1100.63 L153.334 1100.63 L153.334 1106.51 L148.45 1106.51 L148.45 1100.63 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M167.547 1102.57 L183.866 1102.57 L183.866 1106.51 L161.922 1106.51 L161.922 1102.57 Q164.584 1099.82 169.167 1095.19 Q173.774 1090.53 174.954 1089.19 Q177.2 1086.67 178.079 1084.93 Q178.982 1083.17 178.982 1081.48 Q178.982 1078.73 177.038 1076.99 Q175.116 1075.26 172.014 1075.26 Q169.815 1075.26 167.362 1076.02 Q164.931 1076.78 162.153 1078.34 L162.153 1073.61 Q164.977 1072.48 167.431 1071.9 Q169.885 1071.32 171.922 1071.32 Q177.292 1071.32 180.487 1074.01 Q183.681 1076.69 183.681 1081.18 Q183.681 1083.31 182.871 1085.23 Q182.084 1087.13 179.977 1089.72 Q179.399 1090.4 176.297 1093.61 Q173.195 1096.81 167.547 1102.57 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M126.205 780.013 Q122.593 780.013 120.765 783.578 Q118.959 787.119 118.959 794.249 Q118.959 801.356 120.765 804.92 Q122.593 808.462 126.205 808.462 Q129.839 808.462 131.644 804.92 Q133.473 801.356 133.473 794.249 Q133.473 787.119 131.644 783.578 Q129.839 780.013 126.205 780.013 M126.205 776.309 Q132.015 776.309 135.07 780.916 Q138.149 785.499 138.149 794.249 Q138.149 802.976 135.07 807.582 Q132.015 812.166 126.205 812.166 Q120.394 812.166 117.316 807.582 Q114.26 802.976 114.26 794.249 Q114.26 785.499 117.316 780.916 Q120.394 776.309 126.205 776.309 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M146.366 805.615 L151.251 805.615 L151.251 811.494 L146.366 811.494 L146.366 805.615 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M174.283 781.008 L162.477 799.457 L174.283 799.457 L174.283 781.008 M173.056 776.934 L178.936 776.934 L178.936 799.457 L183.866 799.457 L183.866 803.346 L178.936 803.346 L178.936 811.494 L174.283 811.494 L174.283 803.346 L158.681 803.346 L158.681 798.832 L173.056 776.934 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M126.529 485.001 Q122.918 485.001 121.089 488.566 Q119.283 492.108 119.283 499.237 Q119.283 506.344 121.089 509.908 Q122.918 513.45 126.529 513.45 Q130.163 513.45 131.968 509.908 Q133.797 506.344 133.797 499.237 Q133.797 492.108 131.968 488.566 Q130.163 485.001 126.529 485.001 M126.529 481.297 Q132.339 481.297 135.394 485.904 Q138.473 490.487 138.473 499.237 Q138.473 507.964 135.394 512.57 Q132.339 517.154 126.529 517.154 Q120.718 517.154 117.64 512.57 Q114.584 507.964 114.584 499.237 Q114.584 490.487 117.64 485.904 Q120.718 481.297 126.529 481.297 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M146.691 510.603 L151.575 510.603 L151.575 516.482 L146.691 516.482 L146.691 510.603 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M172.339 497.339 Q169.19 497.339 167.339 499.492 Q165.51 501.645 165.51 505.395 Q165.51 509.121 167.339 511.297 Q169.19 513.45 172.339 513.45 Q175.487 513.45 177.315 511.297 Q179.167 509.121 179.167 505.395 Q179.167 501.645 177.315 499.492 Q175.487 497.339 172.339 497.339 M181.621 482.686 L181.621 486.946 Q179.862 486.112 178.056 485.672 Q176.274 485.233 174.514 485.233 Q169.885 485.233 167.431 488.358 Q165.001 491.483 164.653 497.802 Q166.019 495.788 168.079 494.723 Q170.139 493.635 172.616 493.635 Q177.825 493.635 180.834 496.807 Q183.866 499.955 183.866 505.395 Q183.866 510.719 180.718 513.936 Q177.57 517.154 172.339 517.154 Q166.343 517.154 163.172 512.57 Q160.001 507.964 160.001 499.237 Q160.001 491.043 163.89 486.182 Q167.778 481.297 174.329 481.297 Q176.089 481.297 177.871 481.645 Q179.676 481.992 181.621 482.686 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M126.783 189.989 Q123.172 189.989 121.343 193.554 Q119.538 197.096 119.538 204.225 Q119.538 211.332 121.343 214.896 Q123.172 218.438 126.783 218.438 Q130.417 218.438 132.223 214.896 Q134.052 211.332 134.052 204.225 Q134.052 197.096 132.223 193.554 Q130.417 189.989 126.783 189.989 M126.783 186.285 Q132.593 186.285 135.649 190.892 Q138.728 195.475 138.728 204.225 Q138.728 212.952 135.649 217.558 Q132.593 222.142 126.783 222.142 Q120.973 222.142 117.894 217.558 Q114.839 212.952 114.839 204.225 Q114.839 195.475 117.894 190.892 Q120.973 186.285 126.783 186.285 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M146.945 215.591 L151.829 215.591 L151.829 221.47 L146.945 221.47 L146.945 215.591 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M172.014 205.059 Q168.681 205.059 166.76 206.841 Q164.862 208.623 164.862 211.748 Q164.862 214.873 166.76 216.656 Q168.681 218.438 172.014 218.438 Q175.348 218.438 177.269 216.656 Q179.19 214.85 179.19 211.748 Q179.19 208.623 177.269 206.841 Q175.371 205.059 172.014 205.059 M167.339 203.068 Q164.329 202.327 162.64 200.267 Q160.973 198.207 160.973 195.244 Q160.973 191.1 163.913 188.693 Q166.876 186.285 172.014 186.285 Q177.176 186.285 180.116 188.693 Q183.056 191.1 183.056 195.244 Q183.056 198.207 181.366 200.267 Q179.7 202.327 176.714 203.068 Q180.093 203.855 181.968 206.146 Q183.866 208.438 183.866 211.748 Q183.866 216.771 180.788 219.457 Q177.732 222.142 172.014 222.142 Q166.297 222.142 163.218 219.457 Q160.163 216.771 160.163 211.748 Q160.163 208.438 162.061 206.146 Q163.959 203.855 167.339 203.068 M165.626 195.684 Q165.626 198.369 167.292 199.873 Q168.982 201.378 172.014 201.378 Q175.024 201.378 176.714 199.873 Q178.426 198.369 178.426 195.684 Q178.426 192.998 176.714 191.494 Q175.024 189.989 172.014 189.989 Q168.982 189.989 167.292 191.494 Q165.626 192.998 165.626 195.684 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M21.7677 1189.9 L39.6235 1189.9 L39.6235 1181.81 Q39.6235 1177.33 37.3 1174.88 Q34.9765 1172.42 30.6797 1172.42 Q26.4147 1172.42 24.0912 1174.88 Q21.7677 1177.33 21.7677 1181.81 L21.7677 1189.9 M16.4842 1196.33 L16.4842 1181.81 Q16.4842 1173.83 20.1126 1169.75 Q23.7092 1165.65 30.6797 1165.65 Q37.7138 1165.65 41.3104 1169.75 Q44.907 1173.83 44.907 1181.81 L44.907 1189.9 L64.0042 1189.9 L64.0042 1196.33 L16.4842 1196.33 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M33.8307 1137.76 Q33.2578 1138.75 33.0032 1139.93 Q32.7167 1141.07 32.7167 1142.47 Q32.7167 1147.44 35.9632 1150.11 Q39.1779 1152.75 45.2253 1152.75 L64.0042 1152.75 L64.0042 1158.64 L28.3562 1158.64 L28.3562 1152.75 L33.8944 1152.75 Q30.6479 1150.91 29.0883 1147.95 Q27.4968 1144.99 27.4968 1140.76 Q27.4968 1140.15 27.5923 1139.42 Q27.656 1138.69 27.8151 1137.8 L33.8307 1137.76 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M32.4621 1119.24 Q32.4621 1123.95 36.1542 1126.69 Q39.8145 1129.42 46.212 1129.42 Q52.6095 1129.42 56.3017 1126.72 Q59.9619 1123.98 59.9619 1119.24 Q59.9619 1114.56 56.2698 1111.82 Q52.5777 1109.09 46.212 1109.09 Q39.8781 1109.09 36.186 1111.82 Q32.4621 1114.56 32.4621 1119.24 M27.4968 1119.24 Q27.4968 1111.6 32.4621 1107.24 Q37.4273 1102.88 46.212 1102.88 Q54.9649 1102.88 59.9619 1107.24 Q64.9272 1111.6 64.9272 1119.24 Q64.9272 1126.91 59.9619 1131.27 Q54.9649 1135.6 46.212 1135.6 Q37.4273 1135.6 32.4621 1131.27 Q27.4968 1126.91 27.4968 1119.24 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M58.657 1087.51 L77.5631 1087.51 L77.5631 1093.39 L28.3562 1093.39 L28.3562 1087.51 L33.7671 1087.51 Q30.5842 1085.66 29.0564 1082.86 Q27.4968 1080.03 27.4968 1076.11 Q27.4968 1069.62 32.6531 1065.58 Q37.8093 1061.5 46.212 1061.5 Q54.6147 1061.5 59.771 1065.58 Q64.9272 1069.62 64.9272 1076.11 Q64.9272 1080.03 63.3994 1082.86 Q61.8398 1085.66 58.657 1087.51 M46.212 1067.58 Q39.7508 1067.58 36.0905 1070.26 Q32.3984 1072.9 32.3984 1077.54 Q32.3984 1082.19 36.0905 1084.86 Q39.7508 1087.51 46.212 1087.51 Q52.6732 1087.51 56.3653 1084.86 Q60.0256 1082.19 60.0256 1077.54 Q60.0256 1072.9 56.3653 1070.26 Q52.6732 1067.58 46.212 1067.58 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M32.4621 1037.98 Q32.4621 1042.69 36.1542 1045.43 Q39.8145 1048.17 46.212 1048.17 Q52.6095 1048.17 56.3017 1045.46 Q59.9619 1042.72 59.9619 1037.98 Q59.9619 1033.3 56.2698 1030.56 Q52.5777 1027.83 46.212 1027.83 Q39.8781 1027.83 36.186 1030.56 Q32.4621 1033.3 32.4621 1037.98 M27.4968 1037.98 Q27.4968 1030.34 32.4621 1025.98 Q37.4273 1021.62 46.212 1021.62 Q54.9649 1021.62 59.9619 1025.98 Q64.9272 1030.34 64.9272 1037.98 Q64.9272 1045.65 59.9619 1050.01 Q54.9649 1054.34 46.212 1054.34 Q37.4273 1054.34 32.4621 1050.01 Q27.4968 1045.65 27.4968 1037.98 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M33.8307 991.257 Q33.2578 992.243 33.0032 993.421 Q32.7167 994.567 32.7167 995.967 Q32.7167 1000.93 35.9632 1003.61 Q39.1779 1006.25 45.2253 1006.25 L64.0042 1006.25 L64.0042 1012.14 L28.3562 1012.14 L28.3562 1006.25 L33.8944 1006.25 Q30.6479 1004.4 29.0883 1001.44 Q27.4968 998.482 27.4968 994.248 Q27.4968 993.644 27.5923 992.912 Q27.656 992.18 27.8151 991.288 L33.8307 991.257 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M29.7248 960.892 L35.1993 960.892 Q33.8307 963.375 33.1623 965.889 Q32.4621 968.372 32.4621 970.918 Q32.4621 976.615 36.0905 979.767 Q39.6872 982.918 46.212 982.918 Q52.7369 982.918 56.3653 979.767 Q59.9619 976.615 59.9619 970.918 Q59.9619 968.372 59.2935 965.889 Q58.5933 963.375 57.2247 960.892 L62.6355 960.892 Q63.7814 963.343 64.3543 965.985 Q64.9272 968.595 64.9272 971.555 Q64.9272 979.607 59.8664 984.35 Q54.8057 989.092 46.212 989.092 Q37.491 989.092 32.4939 984.318 Q27.4968 979.512 27.4968 971.173 Q27.4968 968.467 28.0697 965.889 Q28.6108 963.311 29.7248 960.892 M64.0042 969.168 Q65.9775 967.417 67.6326 966.558 Q69.3195 965.698 70.8473 965.698 Q73.68 965.698 75.1123 967.608 Q76.5764 969.518 76.5764 973.273 Q76.5764 974.738 76.3855 976.138 Q76.1945 977.507 75.8125 978.875 L71.643 978.875 Q72.1841 977.793 72.4069 976.615 Q72.6615 975.438 72.6615 973.942 Q72.6615 972.064 71.8976 971.109 Q71.1337 970.154 69.6696 970.154 Q68.7148 970.154 67.3143 970.855 Q65.9457 971.523 64.0042 972.955 L64.0042 969.168 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M46.0847 934.506 Q46.0847 941.604 47.7079 944.341 Q49.3312 947.079 53.2461 947.079 Q56.3653 947.079 58.2114 945.042 Q60.0256 942.973 60.0256 939.44 Q60.0256 934.57 56.5881 931.642 Q53.1188 928.682 47.3897 928.682 L46.0847 928.682 L46.0847 934.506 M43.6657 922.825 L64.0042 922.825 L64.0042 928.682 L58.5933 928.682 Q61.8398 930.687 63.3994 933.679 Q64.9272 936.671 64.9272 940.999 Q64.9272 946.474 61.8716 949.72 Q58.7843 952.935 53.6281 952.935 Q47.6125 952.935 44.5569 948.925 Q41.5014 944.882 41.5014 936.893 L41.5014 928.682 L40.9285 928.682 Q36.8862 928.682 34.6901 931.355 Q32.4621 933.997 32.4621 938.803 Q32.4621 941.859 33.1941 944.755 Q33.9262 947.652 35.3903 950.325 L29.9795 950.325 Q28.7381 947.11 28.1334 944.087 Q27.4968 941.063 27.4968 938.198 Q27.4968 930.464 31.5072 926.645 Q35.5176 922.825 43.6657 922.825 M20.3991 938.071 L18.6485 939.885 Q18.0119 940.586 17.7255 941.127 Q17.4072 941.636 17.4072 942.05 Q17.4072 943.259 18.5848 943.832 Q19.7307 944.405 22.3406 944.469 L22.3406 948.447 Q18.0438 948.384 15.7203 946.76 Q13.365 945.137 13.365 942.241 Q13.365 941.031 13.8106 940.013 Q14.2562 938.994 15.3065 937.816 L17.0571 936.002 Q17.6936 935.302 18.0119 934.793 Q18.2984 934.252 18.2984 933.838 Q18.2984 932.628 17.1526 932.056 Q15.9749 931.483 13.365 931.419 L13.365 927.44 Q17.6618 927.504 20.0171 929.127 Q22.3406 930.751 22.3406 933.647 Q22.3406 934.856 21.895 935.875 Q21.4494 936.893 20.3991 938.071 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M32.4621 896.949 Q32.4621 901.659 36.1542 904.397 Q39.8145 907.134 46.212 907.134 Q52.6095 907.134 56.3017 904.428 Q59.9619 901.691 59.9619 896.949 Q59.9619 892.27 56.2698 889.533 Q52.5777 886.795 46.212 886.795 Q39.8781 886.795 36.186 889.533 Q32.4621 892.27 32.4621 896.949 M27.4968 896.949 Q27.4968 889.31 32.4621 884.949 Q37.4273 880.589 46.212 880.589 Q54.9649 880.589 59.9619 884.949 Q64.9272 889.31 64.9272 896.949 Q64.9272 904.619 59.9619 908.98 Q54.9649 913.309 46.212 913.309 Q37.4273 913.309 32.4621 908.98 Q27.4968 904.619 27.4968 896.949 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M33.7671 826.703 L14.479 826.703 L14.479 820.847 L64.0042 820.847 L64.0042 826.703 L58.657 826.703 Q61.8398 828.549 63.3994 831.382 Q64.9272 834.183 64.9272 838.13 Q64.9272 844.591 59.771 848.665 Q54.6147 852.707 46.212 852.707 Q37.8093 852.707 32.6531 848.665 Q27.4968 844.591 27.4968 838.13 Q27.4968 834.183 29.0564 831.382 Q30.5842 828.549 33.7671 826.703 M46.212 846.66 Q52.6732 846.66 56.3653 844.018 Q60.0256 841.344 60.0256 836.697 Q60.0256 832.05 56.3653 829.377 Q52.6732 826.703 46.212 826.703 Q39.7508 826.703 36.0905 829.377 Q32.3984 832.05 32.3984 836.697 Q32.3984 841.344 36.0905 844.018 Q39.7508 846.66 46.212 846.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M44.7161 778.292 L47.5806 778.292 L47.5806 805.219 Q53.6281 804.837 56.8109 801.59 Q59.9619 798.312 59.9619 792.487 Q59.9619 789.114 59.1344 785.963 Q58.3069 782.78 56.6518 779.661 L62.1899 779.661 Q63.5267 782.812 64.227 786.122 Q64.9272 789.432 64.9272 792.838 Q64.9272 801.368 59.9619 806.365 Q54.9967 811.33 46.5303 811.33 Q37.7774 811.33 32.6531 806.619 Q27.4968 801.877 27.4968 793.856 Q27.4968 786.663 32.1438 782.493 Q36.7589 778.292 44.7161 778.292 M42.9973 784.148 Q38.1912 784.212 35.3266 786.854 Q32.4621 789.464 32.4621 793.792 Q32.4621 798.694 35.2312 801.654 Q38.0002 804.582 43.0292 805.028 L42.9973 784.148 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M28.3562 747.959 L28.3562 742.103 L64.0042 742.103 L64.0042 747.959 L28.3562 747.959 M14.479 747.959 L14.479 742.103 L21.895 742.103 L21.895 747.959 L14.479 747.959 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M42.4881 700.216 L64.0042 700.216 L64.0042 706.073 L42.679 706.073 Q37.6183 706.073 35.1038 708.046 Q32.5894 710.02 32.5894 713.966 Q32.5894 718.709 35.6131 721.446 Q38.6368 724.183 43.8567 724.183 L64.0042 724.183 L64.0042 730.072 L28.3562 730.072 L28.3562 724.183 L33.8944 724.183 Q30.6797 722.083 29.0883 719.25 Q27.4968 716.385 27.4968 712.661 Q27.4968 706.519 31.3163 703.368 Q35.1038 700.216 42.4881 700.216 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M29.4065 665.81 L34.9447 665.81 Q33.6716 668.292 33.035 670.966 Q32.3984 673.64 32.3984 676.504 Q32.3984 680.865 33.7352 683.061 Q35.072 685.225 37.7456 685.225 Q39.7826 685.225 40.9603 683.666 Q42.1061 682.106 43.1565 677.395 L43.6021 675.39 Q44.9389 669.152 47.3897 666.542 Q49.8086 663.9 54.1691 663.9 Q59.1344 663.9 62.0308 667.847 Q64.9272 671.762 64.9272 678.637 Q64.9272 681.501 64.3543 684.621 Q63.8132 687.708 62.6992 691.145 L56.6518 691.145 Q58.3387 687.899 59.198 684.748 Q60.0256 681.597 60.0256 678.509 Q60.0256 674.372 58.6251 672.144 Q57.1929 669.916 54.6147 669.916 Q52.2276 669.916 50.9545 671.539 Q49.6813 673.13 48.5037 678.573 L48.0262 680.61 Q46.8804 686.053 44.5251 688.472 Q42.138 690.891 38.0002 690.891 Q32.9713 690.891 30.2341 687.326 Q27.4968 683.761 27.4968 677.204 Q27.4968 673.958 27.9743 671.093 Q28.4517 668.229 29.4065 665.81 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M44.7161 624.083 L47.5806 624.083 L47.5806 651.01 Q53.6281 650.628 56.8109 647.381 Q59.9619 644.103 59.9619 638.278 Q59.9619 634.904 59.1344 631.753 Q58.3069 628.57 56.6518 625.451 L62.1899 625.451 Q63.5267 628.602 64.227 631.912 Q64.9272 635.223 64.9272 638.628 Q64.9272 647.158 59.9619 652.155 Q54.9967 657.121 46.5303 657.121 Q37.7774 657.121 32.6531 652.41 Q27.4968 647.668 27.4968 639.647 Q27.4968 632.454 32.1438 628.284 Q36.7589 624.083 44.7161 624.083 M42.9973 629.939 Q38.1912 630.003 35.3266 632.645 Q32.4621 635.254 32.4621 639.583 Q32.4621 644.485 35.2312 647.445 Q38.0002 650.373 43.0292 650.819 L42.9973 629.939 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M18.2347 608.678 L28.3562 608.678 L28.3562 596.615 L32.9077 596.615 L32.9077 608.678 L52.2594 608.678 Q56.6199 608.678 57.8613 607.5 Q59.1026 606.29 59.1026 602.63 L59.1026 596.615 L64.0042 596.615 L64.0042 602.63 Q64.0042 609.41 61.4897 611.988 Q58.9434 614.566 52.2594 614.566 L32.9077 614.566 L32.9077 618.863 L28.3562 618.863 L28.3562 614.566 L18.2347 614.566 L18.2347 608.678 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M32.4621 575.099 Q32.4621 579.809 36.1542 582.546 Q39.8145 585.284 46.212 585.284 Q52.6095 585.284 56.3017 582.578 Q59.9619 579.841 59.9619 575.099 Q59.9619 570.42 56.2698 567.682 Q52.5777 564.945 46.212 564.945 Q39.8781 564.945 36.186 567.682 Q32.4621 570.42 32.4621 575.099 M27.4968 575.099 Q27.4968 567.46 32.4621 563.099 Q37.4273 558.739 46.212 558.739 Q54.9649 558.739 59.9619 563.099 Q64.9272 567.46 64.9272 575.099 Q64.9272 582.769 59.9619 587.13 Q54.9649 591.458 46.212 591.458 Q37.4273 591.458 32.4621 587.13 Q27.4968 582.769 27.4968 575.099 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M29.4065 526.305 L34.9447 526.305 Q33.6716 528.788 33.035 531.462 Q32.3984 534.135 32.3984 537 Q32.3984 541.36 33.7352 543.556 Q35.072 545.721 37.7456 545.721 Q39.7826 545.721 40.9603 544.161 Q42.1061 542.602 43.1565 537.891 L43.6021 535.886 Q44.9389 529.647 47.3897 527.037 Q49.8086 524.396 54.1691 524.396 Q59.1344 524.396 62.0308 528.342 Q64.9272 532.257 64.9272 539.132 Q64.9272 541.997 64.3543 545.116 Q63.8132 548.203 62.6992 551.641 L56.6518 551.641 Q58.3387 548.394 59.198 545.243 Q60.0256 542.092 60.0256 539.005 Q60.0256 534.867 58.6251 532.639 Q57.1929 530.411 54.6147 530.411 Q52.2276 530.411 50.9545 532.035 Q49.6813 533.626 48.5037 539.069 L48.0262 541.106 Q46.8804 546.548 44.5251 548.967 Q42.138 551.386 38.0002 551.386 Q32.9713 551.386 30.2341 547.821 Q27.4968 544.257 27.4968 537.7 Q27.4968 534.453 27.9743 531.589 Q28.4517 528.724 29.4065 526.305 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M35.1993 466.595 Q31.2526 464.399 29.3747 461.343 Q27.4968 458.288 27.4968 454.15 Q27.4968 448.58 31.4117 445.556 Q35.2948 442.533 42.4881 442.533 L64.0042 442.533 L64.0042 448.421 L42.679 448.421 Q37.5546 448.421 35.072 450.235 Q32.5894 452.049 32.5894 455.773 Q32.5894 460.325 35.6131 462.967 Q38.6368 465.608 43.8567 465.608 L64.0042 465.608 L64.0042 471.497 L42.679 471.497 Q37.5228 471.497 35.072 473.311 Q32.5894 475.125 32.5894 478.913 Q32.5894 483.401 35.6449 486.042 Q38.6686 488.684 43.8567 488.684 L64.0042 488.684 L64.0042 494.572 L28.3562 494.572 L28.3562 488.684 L33.8944 488.684 Q30.616 486.679 29.0564 483.878 Q27.4968 481.077 27.4968 477.226 Q27.4968 473.343 29.4702 470.637 Q31.4436 467.9 35.1993 466.595 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M32.4621 417.038 Q32.4621 421.749 36.1542 424.486 Q39.8145 427.223 46.212 427.223 Q52.6095 427.223 56.3017 424.518 Q59.9619 421.78 59.9619 417.038 Q59.9619 412.359 56.2698 409.622 Q52.5777 406.885 46.212 406.885 Q39.8781 406.885 36.186 409.622 Q32.4621 412.359 32.4621 417.038 M27.4968 417.038 Q27.4968 409.399 32.4621 405.039 Q37.4273 400.678 46.212 400.678 Q54.9649 400.678 59.9619 405.039 Q64.9272 409.399 64.9272 417.038 Q64.9272 424.709 59.9619 429.069 Q54.9649 433.398 46.212 433.398 Q37.4273 433.398 32.4621 429.069 Q27.4968 424.709 27.4968 417.038 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M33.8307 370.314 Q33.2578 371.3 33.0032 372.478 Q32.7167 373.624 32.7167 375.024 Q32.7167 379.99 35.9632 382.663 Q39.1779 385.305 45.2253 385.305 L64.0042 385.305 L64.0042 391.193 L28.3562 391.193 L28.3562 385.305 L33.8944 385.305 Q30.6479 383.459 29.0883 380.499 Q27.4968 377.539 27.4968 373.306 Q27.4968 372.701 27.5923 371.969 Q27.656 371.237 27.8151 370.346 L33.8307 370.314 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M18.2347 358.378 L28.3562 358.378 L28.3562 346.315 L32.9077 346.315 L32.9077 358.378 L52.2594 358.378 Q56.6199 358.378 57.8613 357.2 Q59.1026 355.991 59.1026 352.331 L59.1026 346.315 L64.0042 346.315 L64.0042 352.331 Q64.0042 359.11 61.4897 361.688 Q58.9434 364.266 52.2594 364.266 L32.9077 364.266 L32.9077 368.563 L28.3562 368.563 L28.3562 364.266 L18.2347 364.266 L18.2347 358.378 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M32.4621 324.799 Q32.4621 329.51 36.1542 332.247 Q39.8145 334.984 46.212 334.984 Q52.6095 334.984 56.3017 332.279 Q59.9619 329.541 59.9619 324.799 Q59.9619 320.12 56.2698 317.383 Q52.5777 314.646 46.212 314.646 Q39.8781 314.646 36.186 317.383 Q32.4621 320.12 32.4621 324.799 M27.4968 324.799 Q27.4968 317.16 32.4621 312.8 Q37.4273 308.439 46.212 308.439 Q54.9649 308.439 59.9619 312.8 Q64.9272 317.16 64.9272 324.799 Q64.9272 332.47 59.9619 336.83 Q54.9649 341.159 46.212 341.159 Q37.4273 341.159 32.4621 336.83 Q27.4968 332.47 27.4968 324.799 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip650)\" d=\"M29.4065 276.006 L34.9447 276.006 Q33.6716 278.488 33.035 281.162 Q32.3984 283.836 32.3984 286.7 Q32.3984 291.061 33.7352 293.257 Q35.072 295.421 37.7456 295.421 Q39.7826 295.421 40.9603 293.862 Q42.1061 292.302 43.1565 287.591 L43.6021 285.586 Q44.9389 279.348 47.3897 276.738 Q49.8086 274.096 54.1691 274.096 Q59.1344 274.096 62.0308 278.043 Q64.9272 281.958 64.9272 288.833 Q64.9272 291.697 64.3543 294.816 Q63.8132 297.904 62.6992 301.341 L56.6518 301.341 Q58.3387 298.095 59.198 294.944 Q60.0256 291.793 60.0256 288.705 Q60.0256 284.568 58.6251 282.34 Q57.1929 280.112 54.6147 280.112 Q52.2276 280.112 50.9545 281.735 Q49.6813 283.326 48.5037 288.769 L48.0262 290.806 Q46.8804 296.249 44.5251 298.668 Q42.138 301.087 38.0002 301.087 Q32.9713 301.087 30.2341 297.522 Q27.4968 293.957 27.4968 287.4 Q27.4968 284.154 27.9743 281.289 Q28.4517 278.425 29.4065 276.006 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><circle clip-path=\"url(#clip652)\" cx=\"2292.39\" cy=\"86.1857\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip652)\" cx=\"1799.21\" cy=\"119.901\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip652)\" cx=\"1286.31\" cy=\"614.642\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip652)\" cx=\"1029.86\" cy=\"892.552\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip652)\" cx=\"793.135\" cy=\"1207.23\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip652)\" cx=\"280.231\" cy=\"1384.24\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\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=\"clip700\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip700)\" d=\"M0 1600 L2400 1600 L2400 0 L0 0  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip701\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip700)\" d=\"M219.866 1423.18 L2352.76 1423.18 L2352.76 47.2441 L219.866 47.2441  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip702\">\n",
       "    <rect x=\"219\" y=\"47\" width=\"2134\" height=\"1377\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip702)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"280.231,1423.18 280.231,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip702)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"773.408,1423.18 773.408,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip702)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1266.58,1423.18 1266.58,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip702)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1759.76,1423.18 1759.76,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip702)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"2252.94,1423.18 2252.94,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip700)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,1423.18 2352.76,1423.18 \"/>\n",
       "<polyline clip-path=\"url(#clip700)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"280.231,1423.18 280.231,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip700)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"773.408,1423.18 773.408,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip700)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1266.58,1423.18 1266.58,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip700)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1759.76,1423.18 1759.76,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip700)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2252.94,1423.18 2252.94,1404.28 \"/>\n",
       "<path clip-path=\"url(#clip700)\" d=\"M257.615 1454.1 Q254.004 1454.1 252.176 1457.66 Q250.37 1461.2 250.37 1468.33 Q250.37 1475.44 252.176 1479.01 Q254.004 1482.55 257.615 1482.55 Q261.25 1482.55 263.055 1479.01 Q264.884 1475.44 264.884 1468.33 Q264.884 1461.2 263.055 1457.66 Q261.25 1454.1 257.615 1454.1 M257.615 1450.39 Q263.426 1450.39 266.481 1455 Q269.56 1459.58 269.56 1468.33 Q269.56 1477.06 266.481 1481.67 Q263.426 1486.25 257.615 1486.25 Q251.805 1486.25 248.727 1481.67 Q245.671 1477.06 245.671 1468.33 Q245.671 1459.58 248.727 1455 Q251.805 1450.39 257.615 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M277.777 1479.7 L282.662 1479.7 L282.662 1485.58 L277.777 1485.58 L277.777 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M302.847 1454.1 Q299.236 1454.1 297.407 1457.66 Q295.601 1461.2 295.601 1468.33 Q295.601 1475.44 297.407 1479.01 Q299.236 1482.55 302.847 1482.55 Q306.481 1482.55 308.286 1479.01 Q310.115 1475.44 310.115 1468.33 Q310.115 1461.2 308.286 1457.66 Q306.481 1454.1 302.847 1454.1 M302.847 1450.39 Q308.657 1450.39 311.712 1455 Q314.791 1459.58 314.791 1468.33 Q314.791 1477.06 311.712 1481.67 Q308.657 1486.25 302.847 1486.25 Q297.037 1486.25 293.958 1481.67 Q290.902 1477.06 290.902 1468.33 Q290.902 1459.58 293.958 1455 Q297.037 1450.39 302.847 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M745.144 1481.64 L761.463 1481.64 L761.463 1485.58 L739.519 1485.58 L739.519 1481.64 Q742.181 1478.89 746.764 1474.26 Q751.371 1469.61 752.551 1468.27 Q754.797 1465.74 755.676 1464.01 Q756.579 1462.25 756.579 1460.56 Q756.579 1457.8 754.634 1456.07 Q752.713 1454.33 749.611 1454.33 Q747.412 1454.33 744.959 1455.09 Q742.528 1455.86 739.75 1457.41 L739.75 1452.69 Q742.574 1451.55 745.028 1450.97 Q747.482 1450.39 749.519 1450.39 Q754.889 1450.39 758.084 1453.08 Q761.278 1455.77 761.278 1460.26 Q761.278 1462.39 760.468 1464.31 Q759.681 1466.2 757.574 1468.8 Q756.996 1469.47 753.894 1472.69 Q750.792 1475.88 745.144 1481.64 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M771.278 1479.7 L776.162 1479.7 L776.162 1485.58 L771.278 1485.58 L771.278 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M786.394 1451.02 L804.75 1451.02 L804.75 1454.96 L790.676 1454.96 L790.676 1463.43 Q791.694 1463.08 792.713 1462.92 Q793.732 1462.73 794.75 1462.73 Q800.537 1462.73 803.917 1465.9 Q807.296 1469.08 807.296 1474.49 Q807.296 1480.07 803.824 1483.17 Q800.352 1486.25 794.032 1486.25 Q791.857 1486.25 789.588 1485.88 Q787.343 1485.51 784.935 1484.77 L784.935 1480.07 Q787.019 1481.2 789.241 1481.76 Q791.463 1482.32 793.94 1482.32 Q797.944 1482.32 800.282 1480.21 Q802.62 1478.1 802.62 1474.49 Q802.62 1470.88 800.282 1468.77 Q797.944 1466.67 793.94 1466.67 Q792.065 1466.67 790.19 1467.08 Q788.338 1467.5 786.394 1468.38 L786.394 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M1233.75 1451.02 L1252.1 1451.02 L1252.1 1454.96 L1238.03 1454.96 L1238.03 1463.43 Q1239.05 1463.08 1240.07 1462.92 Q1241.09 1462.73 1242.1 1462.73 Q1247.89 1462.73 1251.27 1465.9 Q1254.65 1469.08 1254.65 1474.49 Q1254.65 1480.07 1251.18 1483.17 Q1247.71 1486.25 1241.39 1486.25 Q1239.21 1486.25 1236.94 1485.88 Q1234.7 1485.51 1232.29 1484.77 L1232.29 1480.07 Q1234.37 1481.2 1236.6 1481.76 Q1238.82 1482.32 1241.29 1482.32 Q1245.3 1482.32 1247.64 1480.21 Q1249.98 1478.1 1249.98 1474.49 Q1249.98 1470.88 1247.64 1468.77 Q1245.3 1466.67 1241.29 1466.67 Q1239.42 1466.67 1237.54 1467.08 Q1235.69 1467.5 1233.75 1468.38 L1233.75 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M1263.86 1479.7 L1268.75 1479.7 L1268.75 1485.58 L1263.86 1485.58 L1263.86 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M1288.93 1454.1 Q1285.32 1454.1 1283.49 1457.66 Q1281.69 1461.2 1281.69 1468.33 Q1281.69 1475.44 1283.49 1479.01 Q1285.32 1482.55 1288.93 1482.55 Q1292.57 1482.55 1294.37 1479.01 Q1296.2 1475.44 1296.2 1468.33 Q1296.2 1461.2 1294.37 1457.66 Q1292.57 1454.1 1288.93 1454.1 M1288.93 1450.39 Q1294.74 1450.39 1297.8 1455 Q1300.88 1459.58 1300.88 1468.33 Q1300.88 1477.06 1297.8 1481.67 Q1294.74 1486.25 1288.93 1486.25 Q1283.12 1486.25 1280.04 1481.67 Q1276.99 1477.06 1276.99 1468.33 Q1276.99 1459.58 1280.04 1455 Q1283.12 1450.39 1288.93 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M1726.08 1451.02 L1748.3 1451.02 L1748.3 1453.01 L1735.76 1485.58 L1730.87 1485.58 L1742.68 1454.96 L1726.08 1454.96 L1726.08 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M1757.42 1479.7 L1762.31 1479.7 L1762.31 1485.58 L1757.42 1485.58 L1757.42 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M1772.54 1451.02 L1790.89 1451.02 L1790.89 1454.96 L1776.82 1454.96 L1776.82 1463.43 Q1777.84 1463.08 1778.86 1462.92 Q1779.88 1462.73 1780.89 1462.73 Q1786.68 1462.73 1790.06 1465.9 Q1793.44 1469.08 1793.44 1474.49 Q1793.44 1480.07 1789.97 1483.17 Q1786.5 1486.25 1780.18 1486.25 Q1778 1486.25 1775.73 1485.88 Q1773.49 1485.51 1771.08 1484.77 L1771.08 1480.07 Q1773.16 1481.2 1775.39 1481.76 Q1777.61 1482.32 1780.08 1482.32 Q1784.09 1482.32 1786.43 1480.21 Q1788.76 1478.1 1788.76 1474.49 Q1788.76 1470.88 1786.43 1468.77 Q1784.09 1466.67 1780.08 1466.67 Q1778.21 1466.67 1776.33 1467.08 Q1774.48 1467.5 1772.54 1468.38 L1772.54 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M2205.01 1481.64 L2212.65 1481.64 L2212.65 1455.28 L2204.34 1456.95 L2204.34 1452.69 L2212.6 1451.02 L2217.28 1451.02 L2217.28 1481.64 L2224.92 1481.64 L2224.92 1485.58 L2205.01 1485.58 L2205.01 1481.64 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M2244.36 1454.1 Q2240.75 1454.1 2238.92 1457.66 Q2237.12 1461.2 2237.12 1468.33 Q2237.12 1475.44 2238.92 1479.01 Q2240.75 1482.55 2244.36 1482.55 Q2247.99 1482.55 2249.8 1479.01 Q2251.63 1475.44 2251.63 1468.33 Q2251.63 1461.2 2249.8 1457.66 Q2247.99 1454.1 2244.36 1454.1 M2244.36 1450.39 Q2250.17 1450.39 2253.23 1455 Q2256.31 1459.58 2256.31 1468.33 Q2256.31 1477.06 2253.23 1481.67 Q2250.17 1486.25 2244.36 1486.25 Q2238.55 1486.25 2235.47 1481.67 Q2232.42 1477.06 2232.42 1468.33 Q2232.42 1459.58 2235.47 1455 Q2238.55 1450.39 2244.36 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M2264.52 1479.7 L2269.41 1479.7 L2269.41 1485.58 L2264.52 1485.58 L2264.52 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M2289.59 1454.1 Q2285.98 1454.1 2284.15 1457.66 Q2282.35 1461.2 2282.35 1468.33 Q2282.35 1475.44 2284.15 1479.01 Q2285.98 1482.55 2289.59 1482.55 Q2293.23 1482.55 2295.03 1479.01 Q2296.86 1475.44 2296.86 1468.33 Q2296.86 1461.2 2295.03 1457.66 Q2293.23 1454.1 2289.59 1454.1 M2289.59 1450.39 Q2295.4 1450.39 2298.46 1455 Q2301.54 1459.58 2301.54 1468.33 Q2301.54 1477.06 2298.46 1481.67 Q2295.4 1486.25 2289.59 1486.25 Q2283.78 1486.25 2280.7 1481.67 Q2277.65 1477.06 2277.65 1468.33 Q2277.65 1459.58 2280.7 1455 Q2283.78 1450.39 2289.59 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M1215.6 1525.81 L1215.6 1562.76 L1223.37 1562.76 Q1233.21 1562.76 1237.76 1558.3 Q1242.34 1553.85 1242.34 1544.24 Q1242.34 1534.69 1237.76 1530.26 Q1233.21 1525.81 1223.37 1525.81 L1215.6 1525.81 M1209.17 1520.52 L1222.38 1520.52 Q1236.2 1520.52 1242.66 1526.28 Q1249.12 1532.01 1249.12 1544.24 Q1249.12 1556.52 1242.63 1562.28 Q1236.13 1568.04 1222.38 1568.04 L1209.17 1568.04 L1209.17 1520.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M1272.93 1536.5 Q1268.22 1536.5 1265.48 1540.19 Q1262.74 1543.85 1262.74 1550.25 Q1262.74 1556.65 1265.45 1560.34 Q1268.18 1564 1272.93 1564 Q1277.61 1564 1280.34 1560.31 Q1283.08 1556.62 1283.08 1550.25 Q1283.08 1543.92 1280.34 1540.23 Q1277.61 1536.5 1272.93 1536.5 M1272.93 1531.54 Q1280.57 1531.54 1284.93 1536.5 Q1289.29 1541.47 1289.29 1550.25 Q1289.29 1559 1284.93 1564 Q1280.57 1568.97 1272.93 1568.97 Q1265.26 1568.97 1260.9 1564 Q1256.57 1559 1256.57 1550.25 Q1256.57 1541.47 1260.9 1536.5 Q1265.26 1531.54 1272.93 1531.54 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M1321.72 1533.45 L1321.72 1538.98 Q1319.24 1537.71 1316.56 1537.07 Q1313.89 1536.44 1311.03 1536.44 Q1306.67 1536.44 1304.47 1537.77 Q1302.3 1539.11 1302.3 1541.79 Q1302.3 1543.82 1303.86 1545 Q1305.42 1546.15 1310.13 1547.2 L1312.14 1547.64 Q1318.38 1548.98 1320.99 1551.43 Q1323.63 1553.85 1323.63 1558.21 Q1323.63 1563.17 1319.68 1566.07 Q1315.77 1568.97 1308.89 1568.97 Q1306.03 1568.97 1302.91 1568.39 Q1299.82 1567.85 1296.38 1566.74 L1296.38 1560.69 Q1299.63 1562.38 1302.78 1563.24 Q1305.93 1564.07 1309.02 1564.07 Q1313.16 1564.07 1315.39 1562.66 Q1317.61 1561.23 1317.61 1558.65 Q1317.61 1556.27 1315.99 1554.99 Q1314.4 1553.72 1308.96 1552.54 L1306.92 1552.07 Q1301.48 1550.92 1299.06 1548.56 Q1296.64 1546.18 1296.64 1542.04 Q1296.64 1537.01 1300.2 1534.27 Q1303.77 1531.54 1310.33 1531.54 Q1313.57 1531.54 1316.44 1532.01 Q1319.3 1532.49 1321.72 1533.45 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M1363.45 1548.76 L1363.45 1551.62 L1336.52 1551.62 Q1336.9 1557.67 1340.15 1560.85 Q1343.43 1564 1349.25 1564 Q1352.63 1564 1355.78 1563.17 Q1358.96 1562.35 1362.08 1560.69 L1362.08 1566.23 Q1358.93 1567.57 1355.62 1568.27 Q1352.31 1568.97 1348.9 1568.97 Q1340.37 1568.97 1335.37 1564 Q1330.41 1559.04 1330.41 1550.57 Q1330.41 1541.82 1335.12 1536.69 Q1339.86 1531.54 1347.88 1531.54 Q1355.08 1531.54 1359.25 1536.18 Q1363.45 1540.8 1363.45 1548.76 M1357.59 1547.04 Q1357.53 1542.23 1354.89 1539.37 Q1352.28 1536.5 1347.95 1536.5 Q1343.05 1536.5 1340.09 1539.27 Q1337.16 1542.04 1336.71 1547.07 L1357.59 1547.04 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip702)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"219.866,1384.24 2352.76,1384.24 \"/>\n",
       "<polyline clip-path=\"url(#clip702)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"219.866,1089.23 2352.76,1089.23 \"/>\n",
       "<polyline clip-path=\"url(#clip702)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"219.866,794.214 2352.76,794.214 \"/>\n",
       "<polyline clip-path=\"url(#clip702)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"219.866,499.202 2352.76,499.202 \"/>\n",
       "<polyline clip-path=\"url(#clip702)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"219.866,204.19 2352.76,204.19 \"/>\n",
       "<polyline clip-path=\"url(#clip700)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,1423.18 219.866,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip700)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,1384.24 238.764,1384.24 \"/>\n",
       "<polyline clip-path=\"url(#clip700)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,1089.23 238.764,1089.23 \"/>\n",
       "<polyline clip-path=\"url(#clip700)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,794.214 238.764,794.214 \"/>\n",
       "<polyline clip-path=\"url(#clip700)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,499.202 238.764,499.202 \"/>\n",
       "<polyline clip-path=\"url(#clip700)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,204.19 238.764,204.19 \"/>\n",
       "<path clip-path=\"url(#clip700)\" d=\"M126.691 1370.04 Q123.08 1370.04 121.251 1373.6 Q119.445 1377.14 119.445 1384.27 Q119.445 1391.38 121.251 1394.94 Q123.08 1398.49 126.691 1398.49 Q130.325 1398.49 132.13 1394.94 Q133.959 1391.38 133.959 1384.27 Q133.959 1377.14 132.13 1373.6 Q130.325 1370.04 126.691 1370.04 M126.691 1366.33 Q132.501 1366.33 135.556 1370.94 Q138.635 1375.52 138.635 1384.27 Q138.635 1393 135.556 1397.61 Q132.501 1402.19 126.691 1402.19 Q120.88 1402.19 117.802 1397.61 Q114.746 1393 114.746 1384.27 Q114.746 1375.52 117.802 1370.94 Q120.88 1366.33 126.691 1366.33 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M146.853 1395.64 L151.737 1395.64 L151.737 1401.52 L146.853 1401.52 L146.853 1395.64 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M171.922 1370.04 Q168.311 1370.04 166.482 1373.6 Q164.677 1377.14 164.677 1384.27 Q164.677 1391.38 166.482 1394.94 Q168.311 1398.49 171.922 1398.49 Q175.556 1398.49 177.362 1394.94 Q179.19 1391.38 179.19 1384.27 Q179.19 1377.14 177.362 1373.6 Q175.556 1370.04 171.922 1370.04 M171.922 1366.33 Q177.732 1366.33 180.788 1370.94 Q183.866 1375.52 183.866 1384.27 Q183.866 1393 180.788 1397.61 Q177.732 1402.19 171.922 1402.19 Q166.112 1402.19 163.033 1397.61 Q159.978 1393 159.978 1384.27 Q159.978 1375.52 163.033 1370.94 Q166.112 1366.33 171.922 1366.33 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M128.288 1075.02 Q124.677 1075.02 122.848 1078.59 Q121.043 1082.13 121.043 1089.26 Q121.043 1096.37 122.848 1099.93 Q124.677 1103.47 128.288 1103.47 Q131.922 1103.47 133.728 1099.93 Q135.556 1096.37 135.556 1089.26 Q135.556 1082.13 133.728 1078.59 Q131.922 1075.02 128.288 1075.02 M128.288 1071.32 Q134.098 1071.32 137.154 1075.93 Q140.232 1080.51 140.232 1089.26 Q140.232 1097.99 137.154 1102.59 Q134.098 1107.18 128.288 1107.18 Q122.478 1107.18 119.399 1102.59 Q116.343 1097.99 116.343 1089.26 Q116.343 1080.51 119.399 1075.93 Q122.478 1071.32 128.288 1071.32 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M148.45 1100.63 L153.334 1100.63 L153.334 1106.51 L148.45 1106.51 L148.45 1100.63 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M167.547 1102.57 L183.866 1102.57 L183.866 1106.51 L161.922 1106.51 L161.922 1102.57 Q164.584 1099.82 169.167 1095.19 Q173.774 1090.53 174.954 1089.19 Q177.2 1086.67 178.079 1084.93 Q178.982 1083.17 178.982 1081.48 Q178.982 1078.73 177.038 1076.99 Q175.116 1075.26 172.014 1075.26 Q169.815 1075.26 167.362 1076.02 Q164.931 1076.78 162.153 1078.34 L162.153 1073.61 Q164.977 1072.48 167.431 1071.9 Q169.885 1071.32 171.922 1071.32 Q177.292 1071.32 180.487 1074.01 Q183.681 1076.69 183.681 1081.18 Q183.681 1083.31 182.871 1085.23 Q182.084 1087.13 179.977 1089.72 Q179.399 1090.4 176.297 1093.61 Q173.195 1096.81 167.547 1102.57 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M126.205 780.013 Q122.593 780.013 120.765 783.578 Q118.959 787.119 118.959 794.249 Q118.959 801.356 120.765 804.92 Q122.593 808.462 126.205 808.462 Q129.839 808.462 131.644 804.92 Q133.473 801.356 133.473 794.249 Q133.473 787.119 131.644 783.578 Q129.839 780.013 126.205 780.013 M126.205 776.309 Q132.015 776.309 135.07 780.916 Q138.149 785.499 138.149 794.249 Q138.149 802.976 135.07 807.582 Q132.015 812.166 126.205 812.166 Q120.394 812.166 117.316 807.582 Q114.26 802.976 114.26 794.249 Q114.26 785.499 117.316 780.916 Q120.394 776.309 126.205 776.309 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M146.366 805.615 L151.251 805.615 L151.251 811.494 L146.366 811.494 L146.366 805.615 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M174.283 781.008 L162.477 799.457 L174.283 799.457 L174.283 781.008 M173.056 776.934 L178.936 776.934 L178.936 799.457 L183.866 799.457 L183.866 803.346 L178.936 803.346 L178.936 811.494 L174.283 811.494 L174.283 803.346 L158.681 803.346 L158.681 798.832 L173.056 776.934 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M126.529 485.001 Q122.918 485.001 121.089 488.566 Q119.283 492.108 119.283 499.237 Q119.283 506.344 121.089 509.908 Q122.918 513.45 126.529 513.45 Q130.163 513.45 131.968 509.908 Q133.797 506.344 133.797 499.237 Q133.797 492.108 131.968 488.566 Q130.163 485.001 126.529 485.001 M126.529 481.297 Q132.339 481.297 135.394 485.904 Q138.473 490.487 138.473 499.237 Q138.473 507.964 135.394 512.57 Q132.339 517.154 126.529 517.154 Q120.718 517.154 117.64 512.57 Q114.584 507.964 114.584 499.237 Q114.584 490.487 117.64 485.904 Q120.718 481.297 126.529 481.297 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M146.691 510.603 L151.575 510.603 L151.575 516.482 L146.691 516.482 L146.691 510.603 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M172.339 497.339 Q169.19 497.339 167.339 499.492 Q165.51 501.645 165.51 505.395 Q165.51 509.121 167.339 511.297 Q169.19 513.45 172.339 513.45 Q175.487 513.45 177.315 511.297 Q179.167 509.121 179.167 505.395 Q179.167 501.645 177.315 499.492 Q175.487 497.339 172.339 497.339 M181.621 482.686 L181.621 486.946 Q179.862 486.112 178.056 485.672 Q176.274 485.233 174.514 485.233 Q169.885 485.233 167.431 488.358 Q165.001 491.483 164.653 497.802 Q166.019 495.788 168.079 494.723 Q170.139 493.635 172.616 493.635 Q177.825 493.635 180.834 496.807 Q183.866 499.955 183.866 505.395 Q183.866 510.719 180.718 513.936 Q177.57 517.154 172.339 517.154 Q166.343 517.154 163.172 512.57 Q160.001 507.964 160.001 499.237 Q160.001 491.043 163.89 486.182 Q167.778 481.297 174.329 481.297 Q176.089 481.297 177.871 481.645 Q179.676 481.992 181.621 482.686 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M126.783 189.989 Q123.172 189.989 121.343 193.554 Q119.538 197.096 119.538 204.225 Q119.538 211.332 121.343 214.896 Q123.172 218.438 126.783 218.438 Q130.417 218.438 132.223 214.896 Q134.052 211.332 134.052 204.225 Q134.052 197.096 132.223 193.554 Q130.417 189.989 126.783 189.989 M126.783 186.285 Q132.593 186.285 135.649 190.892 Q138.728 195.475 138.728 204.225 Q138.728 212.952 135.649 217.558 Q132.593 222.142 126.783 222.142 Q120.973 222.142 117.894 217.558 Q114.839 212.952 114.839 204.225 Q114.839 195.475 117.894 190.892 Q120.973 186.285 126.783 186.285 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M146.945 215.591 L151.829 215.591 L151.829 221.47 L146.945 221.47 L146.945 215.591 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M172.014 205.059 Q168.681 205.059 166.76 206.841 Q164.862 208.623 164.862 211.748 Q164.862 214.873 166.76 216.656 Q168.681 218.438 172.014 218.438 Q175.348 218.438 177.269 216.656 Q179.19 214.85 179.19 211.748 Q179.19 208.623 177.269 206.841 Q175.371 205.059 172.014 205.059 M167.339 203.068 Q164.329 202.327 162.64 200.267 Q160.973 198.207 160.973 195.244 Q160.973 191.1 163.913 188.693 Q166.876 186.285 172.014 186.285 Q177.176 186.285 180.116 188.693 Q183.056 191.1 183.056 195.244 Q183.056 198.207 181.366 200.267 Q179.7 202.327 176.714 203.068 Q180.093 203.855 181.968 206.146 Q183.866 208.438 183.866 211.748 Q183.866 216.771 180.788 219.457 Q177.732 222.142 172.014 222.142 Q166.297 222.142 163.218 219.457 Q160.163 216.771 160.163 211.748 Q160.163 208.438 162.061 206.146 Q163.959 203.855 167.339 203.068 M165.626 195.684 Q165.626 198.369 167.292 199.873 Q168.982 201.378 172.014 201.378 Q175.024 201.378 176.714 199.873 Q178.426 198.369 178.426 195.684 Q178.426 192.998 176.714 191.494 Q175.024 189.989 172.014 189.989 Q168.982 189.989 167.292 191.494 Q165.626 192.998 165.626 195.684 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M21.7677 1189.9 L39.6235 1189.9 L39.6235 1181.81 Q39.6235 1177.33 37.3 1174.88 Q34.9765 1172.42 30.6797 1172.42 Q26.4147 1172.42 24.0912 1174.88 Q21.7677 1177.33 21.7677 1181.81 L21.7677 1189.9 M16.4842 1196.33 L16.4842 1181.81 Q16.4842 1173.83 20.1126 1169.75 Q23.7092 1165.65 30.6797 1165.65 Q37.7138 1165.65 41.3104 1169.75 Q44.907 1173.83 44.907 1181.81 L44.907 1189.9 L64.0042 1189.9 L64.0042 1196.33 L16.4842 1196.33 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M33.8307 1137.76 Q33.2578 1138.75 33.0032 1139.93 Q32.7167 1141.07 32.7167 1142.47 Q32.7167 1147.44 35.9632 1150.11 Q39.1779 1152.75 45.2253 1152.75 L64.0042 1152.75 L64.0042 1158.64 L28.3562 1158.64 L28.3562 1152.75 L33.8944 1152.75 Q30.6479 1150.91 29.0883 1147.95 Q27.4968 1144.99 27.4968 1140.76 Q27.4968 1140.15 27.5923 1139.42 Q27.656 1138.69 27.8151 1137.8 L33.8307 1137.76 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M32.4621 1119.24 Q32.4621 1123.95 36.1542 1126.69 Q39.8145 1129.42 46.212 1129.42 Q52.6095 1129.42 56.3017 1126.72 Q59.9619 1123.98 59.9619 1119.24 Q59.9619 1114.56 56.2698 1111.82 Q52.5777 1109.09 46.212 1109.09 Q39.8781 1109.09 36.186 1111.82 Q32.4621 1114.56 32.4621 1119.24 M27.4968 1119.24 Q27.4968 1111.6 32.4621 1107.24 Q37.4273 1102.88 46.212 1102.88 Q54.9649 1102.88 59.9619 1107.24 Q64.9272 1111.6 64.9272 1119.24 Q64.9272 1126.91 59.9619 1131.27 Q54.9649 1135.6 46.212 1135.6 Q37.4273 1135.6 32.4621 1131.27 Q27.4968 1126.91 27.4968 1119.24 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M58.657 1087.51 L77.5631 1087.51 L77.5631 1093.39 L28.3562 1093.39 L28.3562 1087.51 L33.7671 1087.51 Q30.5842 1085.66 29.0564 1082.86 Q27.4968 1080.03 27.4968 1076.11 Q27.4968 1069.62 32.6531 1065.58 Q37.8093 1061.5 46.212 1061.5 Q54.6147 1061.5 59.771 1065.58 Q64.9272 1069.62 64.9272 1076.11 Q64.9272 1080.03 63.3994 1082.86 Q61.8398 1085.66 58.657 1087.51 M46.212 1067.58 Q39.7508 1067.58 36.0905 1070.26 Q32.3984 1072.9 32.3984 1077.54 Q32.3984 1082.19 36.0905 1084.86 Q39.7508 1087.51 46.212 1087.51 Q52.6732 1087.51 56.3653 1084.86 Q60.0256 1082.19 60.0256 1077.54 Q60.0256 1072.9 56.3653 1070.26 Q52.6732 1067.58 46.212 1067.58 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M32.4621 1037.98 Q32.4621 1042.69 36.1542 1045.43 Q39.8145 1048.17 46.212 1048.17 Q52.6095 1048.17 56.3017 1045.46 Q59.9619 1042.72 59.9619 1037.98 Q59.9619 1033.3 56.2698 1030.56 Q52.5777 1027.83 46.212 1027.83 Q39.8781 1027.83 36.186 1030.56 Q32.4621 1033.3 32.4621 1037.98 M27.4968 1037.98 Q27.4968 1030.34 32.4621 1025.98 Q37.4273 1021.62 46.212 1021.62 Q54.9649 1021.62 59.9619 1025.98 Q64.9272 1030.34 64.9272 1037.98 Q64.9272 1045.65 59.9619 1050.01 Q54.9649 1054.34 46.212 1054.34 Q37.4273 1054.34 32.4621 1050.01 Q27.4968 1045.65 27.4968 1037.98 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M33.8307 991.257 Q33.2578 992.243 33.0032 993.421 Q32.7167 994.567 32.7167 995.967 Q32.7167 1000.93 35.9632 1003.61 Q39.1779 1006.25 45.2253 1006.25 L64.0042 1006.25 L64.0042 1012.14 L28.3562 1012.14 L28.3562 1006.25 L33.8944 1006.25 Q30.6479 1004.4 29.0883 1001.44 Q27.4968 998.482 27.4968 994.248 Q27.4968 993.644 27.5923 992.912 Q27.656 992.18 27.8151 991.288 L33.8307 991.257 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M29.7248 960.892 L35.1993 960.892 Q33.8307 963.375 33.1623 965.889 Q32.4621 968.372 32.4621 970.918 Q32.4621 976.615 36.0905 979.767 Q39.6872 982.918 46.212 982.918 Q52.7369 982.918 56.3653 979.767 Q59.9619 976.615 59.9619 970.918 Q59.9619 968.372 59.2935 965.889 Q58.5933 963.375 57.2247 960.892 L62.6355 960.892 Q63.7814 963.343 64.3543 965.985 Q64.9272 968.595 64.9272 971.555 Q64.9272 979.607 59.8664 984.35 Q54.8057 989.092 46.212 989.092 Q37.491 989.092 32.4939 984.318 Q27.4968 979.512 27.4968 971.173 Q27.4968 968.467 28.0697 965.889 Q28.6108 963.311 29.7248 960.892 M64.0042 969.168 Q65.9775 967.417 67.6326 966.558 Q69.3195 965.698 70.8473 965.698 Q73.68 965.698 75.1123 967.608 Q76.5764 969.518 76.5764 973.273 Q76.5764 974.738 76.3855 976.138 Q76.1945 977.507 75.8125 978.875 L71.643 978.875 Q72.1841 977.793 72.4069 976.615 Q72.6615 975.438 72.6615 973.942 Q72.6615 972.064 71.8976 971.109 Q71.1337 970.154 69.6696 970.154 Q68.7148 970.154 67.3143 970.855 Q65.9457 971.523 64.0042 972.955 L64.0042 969.168 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M46.0847 934.506 Q46.0847 941.604 47.7079 944.341 Q49.3312 947.079 53.2461 947.079 Q56.3653 947.079 58.2114 945.042 Q60.0256 942.973 60.0256 939.44 Q60.0256 934.57 56.5881 931.642 Q53.1188 928.682 47.3897 928.682 L46.0847 928.682 L46.0847 934.506 M43.6657 922.825 L64.0042 922.825 L64.0042 928.682 L58.5933 928.682 Q61.8398 930.687 63.3994 933.679 Q64.9272 936.671 64.9272 940.999 Q64.9272 946.474 61.8716 949.72 Q58.7843 952.935 53.6281 952.935 Q47.6125 952.935 44.5569 948.925 Q41.5014 944.882 41.5014 936.893 L41.5014 928.682 L40.9285 928.682 Q36.8862 928.682 34.6901 931.355 Q32.4621 933.997 32.4621 938.803 Q32.4621 941.859 33.1941 944.755 Q33.9262 947.652 35.3903 950.325 L29.9795 950.325 Q28.7381 947.11 28.1334 944.087 Q27.4968 941.063 27.4968 938.198 Q27.4968 930.464 31.5072 926.645 Q35.5176 922.825 43.6657 922.825 M20.3991 938.071 L18.6485 939.885 Q18.0119 940.586 17.7255 941.127 Q17.4072 941.636 17.4072 942.05 Q17.4072 943.259 18.5848 943.832 Q19.7307 944.405 22.3406 944.469 L22.3406 948.447 Q18.0438 948.384 15.7203 946.76 Q13.365 945.137 13.365 942.241 Q13.365 941.031 13.8106 940.013 Q14.2562 938.994 15.3065 937.816 L17.0571 936.002 Q17.6936 935.302 18.0119 934.793 Q18.2984 934.252 18.2984 933.838 Q18.2984 932.628 17.1526 932.056 Q15.9749 931.483 13.365 931.419 L13.365 927.44 Q17.6618 927.504 20.0171 929.127 Q22.3406 930.751 22.3406 933.647 Q22.3406 934.856 21.895 935.875 Q21.4494 936.893 20.3991 938.071 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M32.4621 896.949 Q32.4621 901.659 36.1542 904.397 Q39.8145 907.134 46.212 907.134 Q52.6095 907.134 56.3017 904.428 Q59.9619 901.691 59.9619 896.949 Q59.9619 892.27 56.2698 889.533 Q52.5777 886.795 46.212 886.795 Q39.8781 886.795 36.186 889.533 Q32.4621 892.27 32.4621 896.949 M27.4968 896.949 Q27.4968 889.31 32.4621 884.949 Q37.4273 880.589 46.212 880.589 Q54.9649 880.589 59.9619 884.949 Q64.9272 889.31 64.9272 896.949 Q64.9272 904.619 59.9619 908.98 Q54.9649 913.309 46.212 913.309 Q37.4273 913.309 32.4621 908.98 Q27.4968 904.619 27.4968 896.949 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M33.7671 826.703 L14.479 826.703 L14.479 820.847 L64.0042 820.847 L64.0042 826.703 L58.657 826.703 Q61.8398 828.549 63.3994 831.382 Q64.9272 834.183 64.9272 838.13 Q64.9272 844.591 59.771 848.665 Q54.6147 852.707 46.212 852.707 Q37.8093 852.707 32.6531 848.665 Q27.4968 844.591 27.4968 838.13 Q27.4968 834.183 29.0564 831.382 Q30.5842 828.549 33.7671 826.703 M46.212 846.66 Q52.6732 846.66 56.3653 844.018 Q60.0256 841.344 60.0256 836.697 Q60.0256 832.05 56.3653 829.377 Q52.6732 826.703 46.212 826.703 Q39.7508 826.703 36.0905 829.377 Q32.3984 832.05 32.3984 836.697 Q32.3984 841.344 36.0905 844.018 Q39.7508 846.66 46.212 846.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M44.7161 778.292 L47.5806 778.292 L47.5806 805.219 Q53.6281 804.837 56.8109 801.59 Q59.9619 798.312 59.9619 792.487 Q59.9619 789.114 59.1344 785.963 Q58.3069 782.78 56.6518 779.661 L62.1899 779.661 Q63.5267 782.812 64.227 786.122 Q64.9272 789.432 64.9272 792.838 Q64.9272 801.368 59.9619 806.365 Q54.9967 811.33 46.5303 811.33 Q37.7774 811.33 32.6531 806.619 Q27.4968 801.877 27.4968 793.856 Q27.4968 786.663 32.1438 782.493 Q36.7589 778.292 44.7161 778.292 M42.9973 784.148 Q38.1912 784.212 35.3266 786.854 Q32.4621 789.464 32.4621 793.792 Q32.4621 798.694 35.2312 801.654 Q38.0002 804.582 43.0292 805.028 L42.9973 784.148 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M28.3562 747.959 L28.3562 742.103 L64.0042 742.103 L64.0042 747.959 L28.3562 747.959 M14.479 747.959 L14.479 742.103 L21.895 742.103 L21.895 747.959 L14.479 747.959 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M42.4881 700.216 L64.0042 700.216 L64.0042 706.073 L42.679 706.073 Q37.6183 706.073 35.1038 708.046 Q32.5894 710.02 32.5894 713.966 Q32.5894 718.709 35.6131 721.446 Q38.6368 724.183 43.8567 724.183 L64.0042 724.183 L64.0042 730.072 L28.3562 730.072 L28.3562 724.183 L33.8944 724.183 Q30.6797 722.083 29.0883 719.25 Q27.4968 716.385 27.4968 712.661 Q27.4968 706.519 31.3163 703.368 Q35.1038 700.216 42.4881 700.216 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M29.4065 665.81 L34.9447 665.81 Q33.6716 668.292 33.035 670.966 Q32.3984 673.64 32.3984 676.504 Q32.3984 680.865 33.7352 683.061 Q35.072 685.225 37.7456 685.225 Q39.7826 685.225 40.9603 683.666 Q42.1061 682.106 43.1565 677.395 L43.6021 675.39 Q44.9389 669.152 47.3897 666.542 Q49.8086 663.9 54.1691 663.9 Q59.1344 663.9 62.0308 667.847 Q64.9272 671.762 64.9272 678.637 Q64.9272 681.501 64.3543 684.621 Q63.8132 687.708 62.6992 691.145 L56.6518 691.145 Q58.3387 687.899 59.198 684.748 Q60.0256 681.597 60.0256 678.509 Q60.0256 674.372 58.6251 672.144 Q57.1929 669.916 54.6147 669.916 Q52.2276 669.916 50.9545 671.539 Q49.6813 673.13 48.5037 678.573 L48.0262 680.61 Q46.8804 686.053 44.5251 688.472 Q42.138 690.891 38.0002 690.891 Q32.9713 690.891 30.2341 687.326 Q27.4968 683.761 27.4968 677.204 Q27.4968 673.958 27.9743 671.093 Q28.4517 668.229 29.4065 665.81 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M44.7161 624.083 L47.5806 624.083 L47.5806 651.01 Q53.6281 650.628 56.8109 647.381 Q59.9619 644.103 59.9619 638.278 Q59.9619 634.904 59.1344 631.753 Q58.3069 628.57 56.6518 625.451 L62.1899 625.451 Q63.5267 628.602 64.227 631.912 Q64.9272 635.223 64.9272 638.628 Q64.9272 647.158 59.9619 652.155 Q54.9967 657.121 46.5303 657.121 Q37.7774 657.121 32.6531 652.41 Q27.4968 647.668 27.4968 639.647 Q27.4968 632.454 32.1438 628.284 Q36.7589 624.083 44.7161 624.083 M42.9973 629.939 Q38.1912 630.003 35.3266 632.645 Q32.4621 635.254 32.4621 639.583 Q32.4621 644.485 35.2312 647.445 Q38.0002 650.373 43.0292 650.819 L42.9973 629.939 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M18.2347 608.678 L28.3562 608.678 L28.3562 596.615 L32.9077 596.615 L32.9077 608.678 L52.2594 608.678 Q56.6199 608.678 57.8613 607.5 Q59.1026 606.29 59.1026 602.63 L59.1026 596.615 L64.0042 596.615 L64.0042 602.63 Q64.0042 609.41 61.4897 611.988 Q58.9434 614.566 52.2594 614.566 L32.9077 614.566 L32.9077 618.863 L28.3562 618.863 L28.3562 614.566 L18.2347 614.566 L18.2347 608.678 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M32.4621 575.099 Q32.4621 579.809 36.1542 582.546 Q39.8145 585.284 46.212 585.284 Q52.6095 585.284 56.3017 582.578 Q59.9619 579.841 59.9619 575.099 Q59.9619 570.42 56.2698 567.682 Q52.5777 564.945 46.212 564.945 Q39.8781 564.945 36.186 567.682 Q32.4621 570.42 32.4621 575.099 M27.4968 575.099 Q27.4968 567.46 32.4621 563.099 Q37.4273 558.739 46.212 558.739 Q54.9649 558.739 59.9619 563.099 Q64.9272 567.46 64.9272 575.099 Q64.9272 582.769 59.9619 587.13 Q54.9649 591.458 46.212 591.458 Q37.4273 591.458 32.4621 587.13 Q27.4968 582.769 27.4968 575.099 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M29.4065 526.305 L34.9447 526.305 Q33.6716 528.788 33.035 531.462 Q32.3984 534.135 32.3984 537 Q32.3984 541.36 33.7352 543.556 Q35.072 545.721 37.7456 545.721 Q39.7826 545.721 40.9603 544.161 Q42.1061 542.602 43.1565 537.891 L43.6021 535.886 Q44.9389 529.647 47.3897 527.037 Q49.8086 524.396 54.1691 524.396 Q59.1344 524.396 62.0308 528.342 Q64.9272 532.257 64.9272 539.132 Q64.9272 541.997 64.3543 545.116 Q63.8132 548.203 62.6992 551.641 L56.6518 551.641 Q58.3387 548.394 59.198 545.243 Q60.0256 542.092 60.0256 539.005 Q60.0256 534.867 58.6251 532.639 Q57.1929 530.411 54.6147 530.411 Q52.2276 530.411 50.9545 532.035 Q49.6813 533.626 48.5037 539.069 L48.0262 541.106 Q46.8804 546.548 44.5251 548.967 Q42.138 551.386 38.0002 551.386 Q32.9713 551.386 30.2341 547.821 Q27.4968 544.257 27.4968 537.7 Q27.4968 534.453 27.9743 531.589 Q28.4517 528.724 29.4065 526.305 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M35.1993 466.595 Q31.2526 464.399 29.3747 461.343 Q27.4968 458.288 27.4968 454.15 Q27.4968 448.58 31.4117 445.556 Q35.2948 442.533 42.4881 442.533 L64.0042 442.533 L64.0042 448.421 L42.679 448.421 Q37.5546 448.421 35.072 450.235 Q32.5894 452.049 32.5894 455.773 Q32.5894 460.325 35.6131 462.967 Q38.6368 465.608 43.8567 465.608 L64.0042 465.608 L64.0042 471.497 L42.679 471.497 Q37.5228 471.497 35.072 473.311 Q32.5894 475.125 32.5894 478.913 Q32.5894 483.401 35.6449 486.042 Q38.6686 488.684 43.8567 488.684 L64.0042 488.684 L64.0042 494.572 L28.3562 494.572 L28.3562 488.684 L33.8944 488.684 Q30.616 486.679 29.0564 483.878 Q27.4968 481.077 27.4968 477.226 Q27.4968 473.343 29.4702 470.637 Q31.4436 467.9 35.1993 466.595 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M32.4621 417.038 Q32.4621 421.749 36.1542 424.486 Q39.8145 427.223 46.212 427.223 Q52.6095 427.223 56.3017 424.518 Q59.9619 421.78 59.9619 417.038 Q59.9619 412.359 56.2698 409.622 Q52.5777 406.885 46.212 406.885 Q39.8781 406.885 36.186 409.622 Q32.4621 412.359 32.4621 417.038 M27.4968 417.038 Q27.4968 409.399 32.4621 405.039 Q37.4273 400.678 46.212 400.678 Q54.9649 400.678 59.9619 405.039 Q64.9272 409.399 64.9272 417.038 Q64.9272 424.709 59.9619 429.069 Q54.9649 433.398 46.212 433.398 Q37.4273 433.398 32.4621 429.069 Q27.4968 424.709 27.4968 417.038 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M33.8307 370.314 Q33.2578 371.3 33.0032 372.478 Q32.7167 373.624 32.7167 375.024 Q32.7167 379.99 35.9632 382.663 Q39.1779 385.305 45.2253 385.305 L64.0042 385.305 L64.0042 391.193 L28.3562 391.193 L28.3562 385.305 L33.8944 385.305 Q30.6479 383.459 29.0883 380.499 Q27.4968 377.539 27.4968 373.306 Q27.4968 372.701 27.5923 371.969 Q27.656 371.237 27.8151 370.346 L33.8307 370.314 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M18.2347 358.378 L28.3562 358.378 L28.3562 346.315 L32.9077 346.315 L32.9077 358.378 L52.2594 358.378 Q56.6199 358.378 57.8613 357.2 Q59.1026 355.991 59.1026 352.331 L59.1026 346.315 L64.0042 346.315 L64.0042 352.331 Q64.0042 359.11 61.4897 361.688 Q58.9434 364.266 52.2594 364.266 L32.9077 364.266 L32.9077 368.563 L28.3562 368.563 L28.3562 364.266 L18.2347 364.266 L18.2347 358.378 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M32.4621 324.799 Q32.4621 329.51 36.1542 332.247 Q39.8145 334.984 46.212 334.984 Q52.6095 334.984 56.3017 332.279 Q59.9619 329.541 59.9619 324.799 Q59.9619 320.12 56.2698 317.383 Q52.5777 314.646 46.212 314.646 Q39.8781 314.646 36.186 317.383 Q32.4621 320.12 32.4621 324.799 M27.4968 324.799 Q27.4968 317.16 32.4621 312.8 Q37.4273 308.439 46.212 308.439 Q54.9649 308.439 59.9619 312.8 Q64.9272 317.16 64.9272 324.799 Q64.9272 332.47 59.9619 336.83 Q54.9649 341.159 46.212 341.159 Q37.4273 341.159 32.4621 336.83 Q27.4968 332.47 27.4968 324.799 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip700)\" d=\"M29.4065 276.006 L34.9447 276.006 Q33.6716 278.488 33.035 281.162 Q32.3984 283.836 32.3984 286.7 Q32.3984 291.061 33.7352 293.257 Q35.072 295.421 37.7456 295.421 Q39.7826 295.421 40.9603 293.862 Q42.1061 292.302 43.1565 287.591 L43.6021 285.586 Q44.9389 279.348 47.3897 276.738 Q49.8086 274.096 54.1691 274.096 Q59.1344 274.096 62.0308 278.043 Q64.9272 281.958 64.9272 288.833 Q64.9272 291.697 64.3543 294.816 Q63.8132 297.904 62.6992 301.341 L56.6518 301.341 Q58.3387 298.095 59.198 294.944 Q60.0256 291.793 60.0256 288.705 Q60.0256 284.568 58.6251 282.34 Q57.1929 280.112 54.6147 280.112 Q52.2276 280.112 50.9545 281.735 Q49.6813 283.326 48.5037 288.769 L48.0262 290.806 Q46.8804 296.249 44.5251 298.668 Q42.138 301.087 38.0002 301.087 Q32.9713 301.087 30.2341 297.522 Q27.4968 293.957 27.4968 287.4 Q27.4968 284.154 27.9743 281.289 Q28.4517 278.425 29.4065 276.006 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><circle clip-path=\"url(#clip702)\" cx=\"2292.39\" cy=\"86.1857\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip702)\" cx=\"1799.21\" cy=\"119.901\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip702)\" cx=\"1286.31\" cy=\"614.642\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip702)\" cx=\"1029.86\" cy=\"892.552\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip702)\" cx=\"793.135\" cy=\"1207.23\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip702)\" cx=\"280.231\" cy=\"1384.24\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "</svg>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "scatter(dose, pmortos)\n",
    "xlabel!(\"Dose\")\n",
    "ylabel!(\"Proporção de insetos mortos\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "StatsModels.TableRegressionModel{GeneralizedLinearModel{GLM.GlmResp{Vector{Float64}, Binomial{Float64}, LogitLink}, GLM.DensePredChol{Float64, LinearAlgebra.CholeskyPivoted{Float64, Matrix{Float64}, Vector{Int64}}}}, Matrix{Float64}}\n",
       "\n",
       "resposta ~ 1 + dose\n",
       "\n",
       "Coefficients:\n",
       "─────────────────────────────────────────────────────────────────────────\n",
       "                 Coef.  Std. Error      z  Pr(>|z|)  Lower 95%  Upper 95%\n",
       "─────────────────────────────────────────────────────────────────────────\n",
       "(Intercept)  -3.22566    0.369574   -8.73    <1e-17  -3.95001   -2.50131\n",
       "dose          0.605125   0.0677329   8.93    <1e-18   0.472371   0.737879\n",
       "─────────────────────────────────────────────────────────────────────────"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "model = glm(@formula(resposta~1+dose), data, Binomial())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As proporções de insetos mortos e o modelo ajustado são mostrados na figura abaixo"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAlgAAAGQCAIAAAD9V4nPAAAABmJLR0QA/wD/AP+gvaeTAAAgAElEQVR4nOzdd1wT5+MH8MsgCXuPCIiKiiIg7j1Qi1at1mqhrqLWvcUBjq+1rXtP3FZrte5WxY2j7oEKKFoQ2TtsErJzvz/SH1WMipLckeTzfn3/SI7jyYd8KR8vd/c8DJIkCQAAAGPFpDsAAAAAnVCEAABg1FCEAABg1FCEAABg1FCEAABg1FCEAABg1FCEAABg1FCEAABg1FCEAABg1FCEAABg1PSgCM+ePXv9+vVq7kySpEql0mkeqEKpVNIdwbjgDaeYSqXCVJQUo/jPuB4U4Z07dx4+fFjNnRUKhUwm02keqKKiooLuCMYFbzjFZDKZQqGgO4VxofiXXA+KEAAAQHdQhAAAYNRQhAAAYNRQhAAAYNRQhAAAYNRQhAAAYNRQhAAAYNRQhAAAYNTYdAcAAAD4EFImlWe9lmW8kmUkytJfmbcLtOwxRIvjowgBAKCWIUl5bros7R/1/xSCLBMXD457Y27D5pY9vjVxdtfuq6EIAQCAfipJhSz1pSz1pSzlhTT1H5aVLcfDi+PRxLx9bxNXTwZLh22FIgQAAHooSwulyc9lr59Lk58rCnM5bg059b0tug7kDp5m6cSnLAaKEAAAqKMsypcmxUpfP5O+fq4SC7kNfLgNfc3a9nrzsE8hFFIZCUUIAAC6pSwtlL6Klb6KlSbFkTIJt5Ef19PPImCIibM7wWDQnQ5FCAAAOkBKxdKkOEniU2nCE2V5CbehH7dRc4uAwSYudemOVhWKEAAAtIQk5VnJkn+iJS+jZZlJnLpePK8WtsPncNwa1YYjv/dBEQIAQI2oxELpP08kLx9J/olm8Mx5TVtb9grmevoyOFy6o1ULihAAAD6HQpAljn8giX8gS0/kevryvNta9h7Gtqfuak9tQRECAEC1kaQsPUEcd1f87C4pFfOatbPsPojbqIW+HPxphCIEAICPUSklr2IlcXfFz+8xzSxNfTvYjQzjuDWszWf+qg9FCAAAmpFKhfRVrDjmpvjZPbajq6lfJ8dpa9gOdejOpWUoQgAAeJtKJUl8Kn56U/z8HtvJ3cy/s1WfkSwbB7pj6QqKEAAACIIgCJKUpb6seHJDHHOLZeds1rK7Vd/vWdb2dMfSORQhAICxU+RnVjy6Knp8lckxNW3V3XHmen28+POzoQgBAIyUqqK84smNikdXlSUCs1YBDmN/MqlTn+5QNEARAgAYGZVKkvBYdP+yNPEpz7uNVZ8RPK+WBJNJdyzaoAgBAIyFojC34uFl0YPLLGsH8/a9bYfOYvLM6A5FPxQhAICBI5UKyfN7wjvn5dkpZq17OExcZuLiQXeoWgRFCABgsBRFeaJ7FyoeXGY7uZp37GfavLNOl3rXtfj4+Os3b1WIJZ3bt+3YsaO2htXjdwQAADQjSUnCE+GtM7LUl2atezpMWWniXOsWP/okKpVq9JRZ56MTipoNItm2dme3N+GsvHDikKWlZc0HRxECABgOUioWPbwivHWGYcK16DrAftRChgmH7lBasHHbjlOZbOGEs+qnhe2HPXx4+Ifpc479urPmg6MIAQAMgaIwR3jzdMWjq9zG/rbfzeQ28KE7kTbtPPCHMOTPN7fI2w77e81GpVLJYrFqODiKEABAv8lSXpTf+FOaFGve4UvnedsNci40YYWYMLWuspFh5VhSUmJvX9O5b1CEAAD6iSTFcbfLr59UCcssun1tN3w2g8OjO5OuWJqbERXFhJntmxvJsnwbG5uaD44iBADQM6RCXvEoqvzaCaaFtWWPIFPfDoaxHNIHTBkzYuGZX8oHr6/cwrl/oFfXTjX/XJRAEQIA6BFSKhbdv1R+/QTL1tnm63G8Zu3pTkSRqRPHPU8IO7Wtd4nvNyoW1zYpys9GuevIAa0MjiIEAPgcpaWlGyN23YmOtbG2Gvb1l18P+EqnL6eqEApv/iW8fZbn1cph/C/GNikog8HYuXH1nFevbvx9UyyRdpwyt3Xr1toaHEUIAPDJYmNjv/xudEH7CfIW8wlxadTW/Vv3/Hbx1B9stvb/qKpEZcJbZ4S3z/KatnaasZ7t6Kr1l9AXjRo1atSokdaHRRECAHyyb8dMzhl5mHDyVD8trt/m/rkl2/fsmzZxvBZfRSUqK792XHT/kql/F+fQLSw7Jy0ODpWMd7pxAIDPk5mZWcq2qWxBNVGn8b8dP62tl1BVCMvOHchdPpaUSpznRth+Ow0tqDs4IgQA+DSlpaWExTv3rlnYl5SU1HxwUioW3j5bfv0kr2lrp1mb2A5GtEAuXVCEAACfxsPDg8x5WXVr2lPvJk1qMiwplwnvRJZHHeM1be00cyMqkDIoQgCAT2NhYdGna4fjUeskPUP/vYFPWGB/NnzJwa2fOSJJimNvl57dx7J3cZy8wtiuCKUdihAA4JPt2byWO2fB6Y1dVPXasiRl3Nz4iLVLW7Ro8RlDSeLvl579lWluZTdyHqdeU61HhY9CEQIAfDIOh7N789rVxcUvXrywtrb28vIyMTH51EFkGa9KT+9SicqtB/zA826ri5xQHShCAIDPZGtr26lTp8/4RmVpYdmlQ5Jn9yx7BVt0GUAwcQE/nVCEAADUIaXi8qhjwrvnLDr1c1m0j8E1pTsRoAgBAKhBkhWPr5ee3ctt7O88N8IgF0vSUyhCAACdk2cmlZzarpJJ7Uct4NRvRncceAuKEABAh1SistKz+yQvHlj1HWXeLtDg10vSRyhCAADdIEnRvQtlFw6atgpwXrCHyTOnOxBohiIEANA+edbr4uNbGUymw+QVJvx6dMeBD0ERAgBok0oiKjv/mzjmlnX/0WZteuGz0NoPRQgAoDXi2Nslp7bzfNo7h+9imlnQHQeqBUUIAKAFytLCklM75NnJdiPmcRs1pzsOfIJqFeH9+/cfPnzYunXrjh07VnNckiT3799//fp1Nze3GTNmODs7v7vDyZMno6KiCILo1avX4MGDGfgAAQD0kUolvH227PJhiy4D7b4PY7BwgKFnNM/r0759+zlz5qgfHz16tGPHjjNmzOjcuXNEREQ1x12xYsXatWv79u1bUFDQrVs3uVxeZYdt27bNnj27S5cuXbp0mTNnztatnztrOwAAfeR56fmbQ8Vxd5xmrLfqPQwtqI80FKFMJouOjh4wYID66dKlS7t3756bm7t48eLFixfLZLKPDiqTyTZt2rRz587vvvtu586dDAbjzJkzVfY5f/78tGnThg8fPnz48OnTp58/f77mPwwAAHVUyvKrxwSbZpv6dnScsort6Ep3IPhMGoqwsLBQqVS6u7sTBJGenv78+XP1Z5szZswoLCxMS0v76KCvX78uKSlRf47KYDC6det27969Kvu0bdv21q1bMplMJpPdvHmzXbt22vhxAACoIM9Jzd84S/oq1nnuNsueQbg0VK9pOIq3sLAgCKK0tJQgiDNnzrBYrG7duhEEweVyCYIoKyv76KC5ubl2dnbM/59P3dHRMTk5uco+ixYt6t+/v52dHUEQnTp1WrRo0ftGS0pK+ueffx48eKB+ymQy169fr/7Gd8nlcqVSqVAoPhoStEUkEuH8LpXwhlNMIpGwWKz/VllSKSV/n5Lev2jaZySnRXcxQRBCIZ35DJFIJNLWUDwej83+yOfVGr5saWnp5eW1cuXKOXPm7Ny5s3PnzjY2NgRBvH79miAIPp9fnRd+8xNUqVRqZmZWZZ/Zs2czGIz4+HiCICZNmhQaGrp582aNozk5OXG53IEDB1YO7uLi8r4fTF2EPB7voyFBW5RK5bv//4Lu4A2nGJPJrCxCeW566R/rGeZWTnO2sqzt6Y5msFQqlbZ+yZnVWOJKc51s3LhxyJAhR48etbCw2L59u3rjyZMn3d3d69Sp89FB3dzcSkpKysrKrKysCIJIT09v0qRJlX2OHDly+PBhDw8PgiDmzp0bHBz8viK0srLy8PAICgr66OsSBMFkMkmSrM5PDtrCZDLxhlMJbzjF1G84k8EQ3btQem6/VeAwi64D8VmoTlH8S675lfr06ZORkXH79u2UlJTOnTurN3br1u3QoUPVGdTd3b1ly5aHDx8mCCI/P//y5cvffPON+vGpU6fU+/D5/Li4OPXj2NjY6vQrAAAtlEV5gq3zKh5fdwrdbNHta7SggXnvJ6fvrrwcEBBQ/XHXrl07ZMiQyMjIZ8+eDRs2zM/PjyCIuLi4kSNHqktx9erVw4YNu3z5MkEQjx49UrcmAEBtI31yXXT+gGWvIMtug1CBBum9RZiWlrZx48bY2NjMzEwXFxdfX9+pU6c2bdq0muN269YtISHhyZMnfD6/WbN/F9/q1KnT8+fP1Y8DAwNTUlJiY2NJkvT397e0tKzhTwIAoF0qiajk+DZZ5ivbcT+ZenjRHQd0hUGS5LtbHz9+3LNnT6FQ2Lp1axcXF4FA8PjxYwaDcfr06cDAQIojhoeH29rahoWFVWdnXCxDvfLycvw7hkp4w6khS3lRdGgNt3ELXp8QtqnZf1eNgu4JhUL1/QvU0HxEOHnyZD6ff+bMmUaNGqm3ZGVlBQUFjR8/Pjk5GSfqAcCAkUpF2fnfKh5fs/1uFq9JK4lEQnci0C0NRVhSUvLw4cNLly5VtiBBEK6urjt37vT19U1ISKj+B6QAAPpFUZhb9NtKpoWN89wIprkV3XGAChqKUCwWEwTh6OhYZbt64uyKigoKYgEAUE8cd6fkxFaLboMse3yL62KMh4YPOZ2cnBwcHPbt21dl+759+zgczpuHiQAAhoGUy0pObS89u89h/FJMmWZsNBwRslisefPmzZs379WrV8HBwXw+Pz8/PzIy8uTJk9OnT1ffIw8AYDDkeelFvy4zcW/kPGcrg2tKdxygmuaLZebMmUOS5IoVKy5duqTeYmFhMW/evF9++YXCbAAAOlfx+FrJqR1WgcMsun1Ndxagh+YiZDAY8+bNmzlz5rNnz4qLi62srHx9fU1N8Q8lADAcpEJeemaP5GW045RVJnXq0x0HaKP5RoiDBw/m5eVxOJxWrVr16tWrbdu2pqameXl5u3btojgfAIAuKAqy8zfOVAlLnedsRQsaOc1FOHfuXPVaE29KTk6eMGGC7iMBAOiW+Nm9/I2h5h2+tPs+HCcF4SOrNL2pvLycylv9AQC0jyTLrx0X3o50GLuEU6/qqjhgnN4qwmfPnqmXkheLxadPn66cF5QgCJFI9Mcff+BWegDQXypRWdHBVaRC5hS6iWVpS3ccqC3eKsKoqKjQ0FD149WrV7/5JQaD4eXlhXOEAKCnZBmJhb8uNWvR3brfKALzRMIb3irCSZMmjRo1iiAILy+vgwcPtm3btvJL5ubmHA6H4nAAAFpR8fBKyZm9tkHTTf060p0Fap23ipDH4/F4PIlEMmvWrDp16tja4qMDANBzKlXpuf3iuDuOU1eZuHjQnQZqIw2fDxQXFy9YsEAkElGfBgBAi1SiMsGOhfLsZKdZm9CC8D4arhp1dHS0s7PLzs6mPg0AgLbIs1MK9/5s6t8FJwXhwzT8crDZ7MWLF//444+ZmZnUBwIAqDlx3B1BxHzr/qOtvxqDFoQP03wf4fPnz/Pz8xs2bNiqVas6deow3piI/dixY1RlAwD4dOo7BW+ddZjwM8e9Md1pQA9oLsK0tDR3d3d3d3epVJqSkkJxJgCAz0Mq5MVHNyoEWU6hm1lWuNwPqkVzEV6+fJniHAAANaQsKyrc8xPb3sVxymqGCW73gur6hCnWAABqLXlmUsGenyw697fsFUx3FtAz7y3CvLy87du3x8bGZmZmuri4+Pr6TpgwwcMD1x8DQK0jfn6/+MhG3C8Pn0dzEcbHx/fo0SM/P9/Ly4vP5ycnJ58/f37r1q3nzp3r0qULxREBAD5A+Pdf5deOO4z/mVMXl8bA59BchJMmTTI3N3/y5EmLFi3UWxITE7/77rsxY8YkJia+eREpAABtVKqSP3dIk+KcZmxg2TnRnQb0lYYiLCsru3379pkzZypbkCCIxo0b7927t2XLlq9evWrcGP/sAgCakVJx4f5lBIPhNHMD1hSEmtBQhCKRiCRJd3f3Ktvr1q1LEERZWRkVuQAA3k9ZWliwazG3flObbybjfnmoIQ2/QI6OjjY2NocPH66y/fDhw2w2u2HDhpQEAwDQTJ6blr9plqlvB5shU9GCUHMajgjZbPaMGTN+/vnn1NTU4OBgPp8vEAjOnj27f//+MWPG2NjYUJ8SAEBN+iqm8MBKm0ETzFoF0J0FDITmi2UWL14sl8s3bNhQOaEah8MZN27c+vXrKcwGAPCWikdXS8/ssR+1kNvQl+4sYDg0FyGTyVy2bFl4eHh0dHRBQYGNjU2rVq3s7OwoDgcAUKk86qjo3gXHqavZzlWvYACoiQ/NLGNpaRkQgA8fAIBuJFl6Zo/kn8eO09aybBzoTgOG5r1FKJVKHz16lJaWVmWF3vHjx+s+FQDAv0iFvPjQWqWwxHHGOibPnO44YIA0F+Hff/89fPjwrKysd7+EIgQAyqjEwsK9PzHNrBzG/4J5tEFHNBfhsGHDXFxc9u3b5+npiXlkAIAWytLCgh0LuY39bb6eQOAPEeiMhiLMz8/Pzs4+evRo586dqQ8EAEAQhEKQVbBjoXnHfpY9v6U7Cxg4DUVoa2trYWGhUCioTwMAQKjXVNq12OrLkeYdvqQ7Cxg+DZMymJiYzJ07d8WKFRUVFdQHAgAjJ016Jtix0GbwJLQgUEPzOcL//e9/Y8eObdSoUefOnatMJbNz505KggGAMRI/v198ZIPdyDCeV0u6s4Cx0FyEGzdu3Ldvn4mJyZ07d7hcLsWZAMA4iR5cKjv/m+PE5SZunnRnASOioQilUumiRYuGDh26fft2a2tr6jMBgBES3jglvHnacepqtqMr3VnAuGgowuLi4oqKitDQULQgAFCj/Oox0YPLjtPXsmwc6c4CRkfzMkx8Pl/j3fQAAFpGkqV/7ap4+rcTWhBooqEIWSzWtm3bFi5c+Pz5c+oDAYARUamKj26UJsc7Tl7JtMASb0APzRfLbN++PTc319fX19XV1cXF5c0vRUdHUxIMAAwcqVQU/baKlFY4Tl3N4OCiPKCN5iL08PDAArwAoDukQl50YAWpUtr/8CMmEQV6aS7C3bt3U5wDAIwHKZMW7v2JaW5pN3wBg/WhxeAAKKDhHCEAgO6oJCLB9gVMSxu7EWFoQagN8FsIANRRicoKdizk1Pe2GTQRC0pALYEiBACKqIQlgm3hvGbtrPuPpjsLwH9QhABABWV5cUHEfJ53W7Qg1DYoQgDQOWWJQLAt3Kx1T6vew+jOAlAVihAAdEtZnC/YFm7Rub9F92/ozgKggearRi9evHj16lX145KSkhEjRnh5eQ0bNqyoqIjCbACg9xQFOflb5lh0H4QWhFpLcxH+8MMPycnJ6sfz588/fvx4ixYtbty4MWrUKOqiAYCeUwiyBFvnWX0x1KLzV3RnAXgvDUVYVlaWnZ3dtm1bgiDkcvmRI0fCwsKOHDly8uTJyMhIHBQCQHUoBFmCbeFWX47EQvNQy2koQpFIRBCEeg2mBw8elJSUfP311wRBtGrViiTJtLQ0iiMCgN5R5GcKtoVb9/3evF0g3VkAPkLzMkxsNlu99MTx48ft7e2bN29OEERxcTFBEFiwHgA+TJGXIYgIt+4XYtb2C7qzAHychqtG2Wz24MGDx44dGxgYePz48XHjxrFYLIIgnjx5wmazPTw8qjl0WlpadHR0vXr1WrVq9b594uPjX758yefz27Rpw+Fg4l0AvSfPSS3YsdB64Dizlt3pzgJQLZovltmxY8eAAQPi4+NHjhy5dOlS9cYTJ05069bN3Ny8OuOePHmyVatWJ0+e/Pbbb2fNmvXuDiqVasyYMb179z58+HBYWNiBAwc++2cAgFpCnpNasH2B9dfj0YKgRzTfR2hjY7Nr164qG/fu3VvNQVUq1bx583bt2vXNN9/k5OQ0btx46tSpnp6eb+6zc+fOR48excfHq09GkiT56eEBoBZR5GUU7FhoPXCsWYtudGcB+AQfWn1CIpE8f/784sWLsbGx6itoqikuLi4vL++rr74iCILP53fp0uX06dNV9jl48ODMmTOFQmF0dLRYLGZg+l0AfabIyxBsn2894AezVj3ozgLwaTQfEZIkuXTp0jVr1pSXl6u38Hi8SZMmrVq1ysTE5KODZmZm8vn8yj3d3d2zsrKq7JOUlHTq1KmIiAhLS8vk5OTIyEg/Pz+NoxUXFyckJOzYsaMySXBw8PtOKCr/30dDgrbgDadYLXzDFXkZRTsXWvYbzfXvVtuy1Zz6J2IysWgddbT4S85kMj96oKW5CFesWLF48eJ+/foFBQXVqVNHIBCcPXt206ZNMpls69atH31huVyuvr5GzcTERCaTVdlHJBKZmJhER0czGIz58+fPnj37ypUrGkcrLS3NzMx89OhR5U8VGBhoY2PzvpdWKpU4vqSSTCaTSqV0pzAite0NVxVkl+390az3SKZPx1oVTFukUimLxVKpVHQHMSJSqbQ6B13VweFw2OyPTCaq4ctKpXLdunUzZszYuHFj5cahQ4e2aNFi4cKFy5YtU5/V+wA+n19QUFD5ND8/39/f/919AgMD1Y3Vp0+fPXv2vG+0evXqtWjRIiws7MMvqqYuQh6PV52dQSuUSqWZmRndKYxIrXrDFXkZgr0/2gwYa9YqgO4susJkMlkslrb+LkN1qFQqKn/JNRzs5+fnFxUVvTub2ujRo+VyeVJS0kcH9fX1VSgUT58+JQhCLpffvHmzc+fOBEGQJCmXy9X7dOvWrfLe/NTUVD6fX4OfAgBooBBkCbbPt+4/xoBbEIyBhiNCMzMzBoORm5tbZXtOTg5BENW5fcLc3HzatGkjR46cNWtWZGRkw4YNu3btShDEyZMnZ8yYoT5fGBoa2r17d3t7eysrq59//nn16tVa+GkAgCqKgmzBtjCrwGFmbXrSnQWgRjQcEVpbW7dv337GjBkJCQmVGzMyMiZMmFC/fn0vL6/qjPvzzz/Pnz//yZMnnTt3vnjxonpj8+bNlyxZon7crFmzv//+u6ioKDk5+ejRoyNGjKjpjwIAVFEW5RdsX2AVOMy8Y1+6swDUFEPjDXwxMTE9evQoLS1t3rw5n88XCAQxMTFsNjsyMrJHD6qvjQ4PD7e1tcU5wlqrvLzc0tKS7hRGhPY3XFmcL9g6z6LHEItO/WmMQRmJRIJzhBQTCoUWFhaUvZzmC4L9/f2fPXs2d+5cMzOzxMREFos1efLkuLg46lsQAGoVZVG+YMtcyx7fGkkLgjF470Wlrq6uK1eupDIKANRyytJCQUSYeeevzDv1ozsLgNZoPiJs167dkydPqmx8+vRplWnSAMB4qIQlgoj55h2+tOwxhO4sANqkuQjT0tIkEkmVjWKxODU1VeeJAKD2UQlLBVvDzFoHWPYMojsLgJZ9wqRB8fHxTk5OuosCALWTqkIo2LHQ1L+L1RdD6c4CoH1vnSM8fPjw+vXrCYIoKioaM2bMmxftFBUVpaWlff/991QHBABaqSqEgogwXtM2Vn1wjxMYpreK0NraukGDBgRBxMfHu7q62tvbV36pbdu2Pj4+o0ePpjogANBHJako2LGQ18jfut8ourMA6MpbRdivX79+/foRBBEUFLRkyRJvb2+aUgEA/UiZtHDPjyZ16lsPGEt3FgAd0nz7xLFjxyjOAQC1CimXFez+kW3nYhs8g8ByLmDQ3nuxzNWrV/v161evXj13d3f1luXLl2/ZsoWqYABAG1KpKPx1KdPCyva7WWhBMHiai/DYsWOBgYFFRUXt27evnIPN2dl5xYoVWJQLwLCRSkXRr0sZHK79yHACq9GCEdDwW06S5Ny5c3/44Ye7d+9OnDixcnvXrl1zcnKys7MpjAcA1FKpin5fTRCE3cgwtCAYCc3rEaanp0+aNInBYLy51HudOnUIgnh3eSYAMBAkWXxss0pUbheygMH6yKLeAAZDQxGyWCyCIBQKRZXtGRkZBEFgnQEAw0SSJSe2yfMyHMb+yDDh0J0GgDoaitDBwaFRo0Z79uwhCOLNI8INGza4uLg0atSIunQAQJXSs3tlWUmOE5cyOFjFDIyL5k8/li1bFhwcnJeX5+XlJZVKDxw4cPTo0QsXLuzatYuJ0wYABqf03H5JYozjlJUMrindWQCoprkIv/32W6VSOW/evNOnTxMEMWrUKDs7u23bto0bN47aeADwISqVKjc318nJic3+/FN65VeOSJ7fd5y6mmlK3VKoALXHe//j+e6774KCghISErKysmxtbf38/LBAM0DtIRKJZi/86dS5i0wHD1VJTnt/nz2bVn/GtPjCm6dFD684TlvDNLfSRU6A2u9D/4pkMplNmzZt2rQpZWkAoJr6DB720KWPbF60+ob3c8/OdwocEP/wJofzCde5iB5eKb9x0mnqWpaVnc6SAtR2mk/47d27t3KWtaysrC5duvB4vE6dOiUnJ1OYDQA0i46OfllhKus8tnLaF5Vv35wGXxw7fqL6g4hjb5VdOOg4ZRXLDsurgVHTfEN9WFiYXC5XP507d+7z589nzJhRWlqK1ScAaoOY2Nhij85VNooadPn7UUw1RxA/u1tycrvDhKVse7620wHoGQ1FWFpaWlhY6O/vTxCEWCw+ffr0ggULVq1a9ccff9y8eTMvL4/ykADwFlMez0RRUXWrtMLCtFp3PkhePCo5vsVhwlITl7raDwegbzQUoUQiIQjC1NSUIIhbt25VVFSo12Zq0qQJQRCZmZnUJgSAqrp162b1/DShUr650S726OB+gR/9XllKfNHhdXajFpm4NtBZQAB9oqEInZyceDze/fv3CYI4evSoq6ur+nqZ/Px8giDeXLYeAGjh5uY2IXiA3b5gIvslQZJEUYbNsSkB9cw7d676eWkVstR/Cvb+Yj9qAbdBM2qiAtR+Gq4aZTKZo0ePHkXkc9cAACAASURBVD9+/I4dO+7cubNw4UL1/DL37t3j8XgeHh6UhwSAqn5ZFNar680l65alJKfw69SZOX5k8JDBH/4WeVZy4d6f7IbN5jb0oyYkgF7QfPvExo0b3dzcHj9+/Msvv8yePVu98cGDB0OHDuXxMP0SQK3QrWvX6127VnNnRX5mwa7/2QyezPNuo9NUAHpHcxFyOJwFCxZU2bhmzRrd5wEA7VMUZAsiwq0HjDX170J3FoBaBxOHAhg4ZXF+QcR8qz4jzFoF0J0FoDbSfEQoFArXrVv3559/ZmdnV1mPqaioiJJgAKAFKmGJYMdC885fmbfvQ3cWgFpKcxEOHz48MjKyb9++vXr1qslkvgBAI5WoTLAt3Lx1T8seQ+jOAlB7aSg5qVR6/vz5devWzZw5k/pAAKAVKklFwY5FPK+Wll98R3cWgFpNwznCsrIyhULRrVs36tMAgFaQMknBzv9x6je1/no83VkAajvNK9Q3bdo0Jqa6kxYCQK1CymUFe34ycXa3GTSR7iwAekDDR6MMBuPXX38NCQmxt7fv3bs3l8ulPhYAfB5SqSjcv5xpamEbNL1ybQoA+ADNF8J8//336enpAwcOZDKZ1tbWb34JV40C1F4qVfGhNQwm0z4knGDi5iiAatFchCNHjhQKhRRHAYAaIcniY5tVonL7cT8RTBbdaQD0huYiXLRoEcU5AKBGSLLkxDZ5XobjpGUMtgndaQD0Ce4RBDAEpad3y7KSHCetYHAwGzDAp/mvCJ89exYZGdm9e/cOHTps3rxZJBJp/Ib58+dTlQ0AqqXs/AHJqxjHKasYXFO6swDon/+K8MmTJ4sWLVq+fHmHDh1Wrlz5vpXoUYQAtYrwxqmKmFuO09YwzSzpzgKgl/4rwpCQkJCQEPXj7OxsmvIAwCcQ3jojvB3pOG0Ny9KW7iwA+goXWAPoK9HDK+XXTjhMXsGytqc7C4Aew8UyAHqp4vG1svMHHKeuZts5050FQL/hiBBA/4hjb5ee3uMwaTnboQ7dWQD0Ho4IAfSMIilWeGqbw4RfTJzr0p0FwBDgiBBAn0gTn4pPbrUf95OJW0O6swAYCBQhgN6Qpbwo/G2VafAsTt3GdGcBMBwf+mj05cuX8fHxUql0+PDhBEGUlZWx2WwzMzOqsgHAf2Sp/xTs/dk+ZL7MpQHdWQAMiuYiLC8vHzZsWGRkJEEQrq6u6iKcM2dOSkrKlStXKA0IAAQhy3hVuPcnu+FzuI2ay8rL6Y4DYFA0fzQ6efLkhw8fHj169OTJk5Ubhw8f/vfff79v6jUA0BF5dkrh7sU2wTN4TVvTnQXAAGkoQolEcuzYsY0bNwYFBdnb/3ejbtOmTeVyeUZGBoXxAIydIj+zYOci668nmPq0pzsLgGHSUISFhYUymaxFixZVtpuYmBAEgXUKASijEGQJIsKtv/rBrGV3urMAGCwNRWhvb8/hcF68eFFl+927dxkMRr169ajIBWD0lMX5BdsXWAUOM2vdg+4sAIZMQxHyeLyBAweGh4cnJiYyGAz1xufPn8+cOfOLL75wcHCgNiGAMVIW5Qu2zLXsFWzesS/dWQAMnOaLZTZt2sRkMr29vUNCQgoLC/38/Pz9/SUSyfbt2ynOB2CElCUFgogwi4DBaEEACmguQj6fHx0dvXr16iZNmjRr1sze3n7RokUxMTENGuAGJgDdUpYXC7YvMO/wpUWXAXRnATAK772h3sLCIjQ0NDQ0lMo0AEZOJSwp2BZm3qanZc8gurMAGAvdTrGmUql0Oj6AIVEJSwXbwk1bBlj2CqY7C4AR+e+I8OzZsz/99NNHvyE6Oro648bGxo4YMSIlJcXFxeXXX3/t0qWLxt0KCwt79uzp5+f322+/VTMxgEFSCUsF28JMm3e2ChxKdxYA4/LfEaGlpWWDN6SlpcXExDAYDBcXFxMTk+fPnyckJNSvX7+a444YMSIkJEQoFP7888/BwcFyuVzjbjNmzLCyssrJydHCjwKgt1QVwoKdi3hNW1v1GUF3FgCj818Rdu/e/dj/a926NZ/PT0hIePToUWRk5L1791JSUlq1asXn86szaHR0dHp6+vTp0wmCGDZsGI/Hu3jx4ru7nTt3rqSkZMiQIdr6YQD0kUosLNg+n9uoufWAsXRnATBGGs4RyuXyZcuWbd682dPTs3Ijn8/ftWtXRESEQCD46KBJSUmNGjXicDjqp97e3klJSVX2KS0tnTt3bnXuxyBJUiwWF/+/0tLSj34LgL5QiYUFEQu4Df3QggB00XDVaEFBQVlZ2ZuzjKo5ODgolcq0tDRHR8cPD1pSUmJubl751MrKqqioqMo+oaGhU6ZMcXd3/2jE2NjYmzdvbtq06d/EbPaDBw+cnJw07iyXy5VKpUKh+OiwoC0ikahy4gX4JKREJNr/C9ujKavn0OpPXog3nGISiYTFYqnnmARqaHF1Bx6Px2Z/aMFBQmMR2tvbW1lZRUREVDlci4iIYLFYHh4eH31hBweHsrKyyqfFxcVVuvPBgweXL18ODg6OiopKTEwsKiq6du1ajx6a55Hy9/cPCAgICwv76OsS/1+EPB6vOjuDVpAkaWFhQXcK/aOqEBYcWGra2P9TjwXxhlOMzWajCKlH5S+5hiLkcDiLFy+eM2dOTEzMN9984+LiUlBQcP78+aioqNDQ0I8eDhIE0aRJk8TExIqKCjMzM5Ik4+LiZs+e/eYOMpmsSZMma9asIQgiIyNDIBCsX7/+fUUIYHhUYmHBjgVcT198IgpAO80HjLNnz3ZwcFi5cuW8efPUW+rVq7dx48Zp06ZVZ1AfHx9/f//FixcvWLBgz549ZmZm6pI7f/78hQsXtmzZ0qVLl8oFfjdv3nz27Fn1IsAAxkAlFhZsX8Bt4GP99Xi6swDA+2eWCQkJCQkJEYvFWVlZLi4un3qUevjw4SlTpvj6+jZp0uT06dNMJpMgCLlcXlFRUWXPunXrtmzZ8jOiA+gjtCBAbcMgSZLuDB8RHh5ua2uLc4S1Vnl5uaWlJd0p9MO/Lejpaz1w3GcPgjecYrhYhnpCoZDKc4S6nWINACqpRGWCbWHcRs1r0oIAoHUoQgAqqGdQ4zVpbf3VD3RnAYC3oAgBdE4lLBFsC+M1bWPdfzTdWQCgqo/cZggANaQsLy7YFm7q3wXziALUTihCAB1SlhUXRISZtuhu1XsY3VkAQLP3FmF2dnZERERMTExGRgafz/fx8Zk8eTJWqAeoPmVxvmBbuHnHvpY9MLM8QO2l+RxhXFycn5/f8uXLU1NTnZyc8vLyNm3a5Ofnd+PGDWrjAegrRUGOYMtci64D0YIAtZzmI8JJkybZ2NjcuHHDx8dHvSUlJSUoKOiHH35ISkrChL8AH6bIzxREzLfsFWTR+Su6swDAR2g4IiwtLb13796WLVsqW5AgiPr16+/Zsyc5OTkxMZHCeAD6R56XLogIt+r7PVoQQC9oKMKKigqSJOvUqVNlu6urK0EQ1V8sBsAIyTOTCraGWfcfY972C7qzAEC1aChCJycnOzu73377rcr2gwcPstnshg0bUhIMQP/IUl4U7PyfTfAMs9ZYSgVAb2g4R8hisWbNmvW///0vOTk5KCioTp06AoEgMjLy0KFD48aNs7a2pj4lQO0nTYorOrDCdvgcXpNWdGcBgE+g+WKZBQsWKBSKdevW/fXXX+otXC538uTJ6hUEAaAKSfyDosPr7Ect4DbypzsLAHwazUXIZDKXLFkyd+7cmJiYvLw8e3t7f39/HAuCgbl27fqanfvTUtMaNfRcMH18u3btPm+ciic3Sk7tcBj/M8ejiXYTAgAFPjSzjLm5eadOnSiLAkClybPnH32QVNQznOjq+TLn5e2pP00f3OPH8DmfOo7o3oWyi787Tllpwq+ng5gAoHMfKsLs7Ozk5GSJRPLmxl69euk4EoDOxcbGHrsVVzTuT0J9U2y91kXjTm3d0mvU0G89PDyqP075tROiO5GO09ayHfi6ygoAOvZfERYXF1taWrLZbIIgcnNzg4ODb968+e431P6FfAE+6q/zl4r8hxJvTg3BZJU0//ZK1NWxP4yp5iDlV4+JHkY5TlvLsnHQSUoAoMR/t0+Eh4e7ubk9ePCAIIhx48YlJSUdPXq0f//+Y8aMiYqKCg0NtbGxOXDgAH1RAbSmtFxE8qou8q7gWpWWV+82WZIsPrZZHHPbadoatCCAvvuvCHfu3BkSEvLnn3+qVKqrV6+uXbs2KCjIwcHB2dm5Z8+e69at++WXX1asWIEjQjAA7f19LDIeVNlom3GvZXPfj34vqVQU/bZSkZ/pMGUl0wJXkAHovf+K8OHDh4cOHRozZkx+fr5YLG7ZsiVBEDwer7y8XL3D8OHD//nnn1evXtGTFEB7vv56oHPKNcbLqMotrKd/uouSunfv/uFvJGWSwj1LSKXcYeIyJs9MtykBgBL/nSPcvXv31KlTGzduLJVKGQxGSUkJQRCurq7Xr19X76CeXE0sFtMSFECLOBzOrQt/hkyeFXPpF4aTJ5mb0KWV3+6zJz48obxKVFawe7GJc13b4JkEU/PKLQCgd/4rwmHDhg0dOrSwsHDNmjU+Pj6PHj1q165d3759lyxZsmzZspYtW27YsMHGxqZx48Y0xgXQFj6ff/nPIyKRKD09vX79+jwe78P7K0sLC3Yu4jb0sxk0kcACLAAG5L8iDAgIyMnJEYlEBEGEh4fn5eURBNGyZcuZM2f+73//I0nS0tJy3759pqamtIUF0DZzc/OmTZt+dDd5XnrBjkUWXQZgcUEAw/PWfYQMBsPCwoIgiGHDhlVuXLt27aJFi9LS0jw9PdVfBTAqsvSEwj1LrPqNMm/Xm+4sAKB9H7qhvpKNjY2NjY2uowDUQpL4B0V/bLAbPofXtDXdWQBAJzSf8A8NDV20aFGVjZs3bw4JCdF9JIDaQnTvQvHRTQ7jf0ILAhgwDUWoUql2797dunXV//I7duz4+++/P3ny5Keffrpw4QIl8QBoU371WHnUMcdpazh1vejOAgA6pKEIBQKBUCj08qr6H7+Xl5dKpQoODk5KSho8eLD6shoAA6RSFR/bLI697TRrA9vRle40AKBbGoqQw+EQBJGbm1tle05ODkEQJ06cOHjwoJOTk0AgoCAfAMVIqbhg94/KkgLHqauZFjg1DmD4NBShra1tkyZN1q9fX2U2tXXr1tna2np7eyuVyubNm/P5mG4fDI2ytDB/y1yWjYPD2B8ZnI/cWQgAhkHzVaO//PJLUFBQu3btRo0a5e7unpOTc/To0WvXrm3atMnExIQgiNOnT1ObE0Dn5DmpBbsXm7cNtOozgu4sAEAdzUU4ZMiQgwcPzps3b8qUKeotDg4OW7ZsmTp1KoXZAKgjTXxa+Nsqm0HjzVr1oDsLAFBKQxEqlcqYmJgvvvgiPT09ISEhOzvbycnJ29tbvVQhgOERPbhcFvmr/eiFXM+Prz4BAAZGQ7fl5eW1bt36+vXr3bt39/b29vb2pj4WAEVIsvTcfnHMLcfpa3GBKIBx0lCEdnZ2XC5XLpdTnwaASqRMWvT7apWozGnWRqa5Fd1xAIAeGq4a5fF4ISEh27ZtU6lU1AcCoIaytFCwdS6DbeIwcRlaEMCYaT7t17hx4xMnTvj5+fXr18/Ozu7NL4WFhVESDECH5FnJBXuX4AJRACDeV4Rr1qwpKioqKiqKj4+v8iUUIeg7cezt4uNbbYOnm/p2pDsLANBPcxEmJCTgc1EwQCRZdumQ6OFlx4nLTNw86U4DALWC5iK0tramOAeArpEySdGhtcqyIqeZm1hWtnTHAYDa4r23BqpUqhs3bjx9+jQzM5PP5/v4+AQGBuJWQtBTypKCwr0/sZ3dHSevZJhw6I4DALWI5mIrLi4eOHDgrVu3CIJgsVhKpZIgCD8/v3Pnzrm5uVEaEKDGpEnPin5bYdkr2KLrQLqzAECto3lh3ilTpjx+/Hjz5s15eXkKhaKwsHD//v05OTkjR46kOB9ADQlvni76bbndiHloQQDQSMMRoUQiOXXq1JYtW8aNG6feYmdnFxIS4uDg0L9//6ysLFdXTMABeoCUy0pObJVlJjnO2MC2d6E7DgDUUhqOCAsLC6VSaYcOHaps79SpE0EQ2dnZVOQCqBllSYFgyxxSLnNCCwLAB2koQnt7ey6Xe/fu3Srb1Vvq1KlDRS6AGpAmxuSvn2bWKsDu+3AGh0t3HACo1TR8NMrj8QYPHjxr1iypVBoUFOTs7FxUVBQZGTl37tyAgAB8Lgq1GkmWXz0mvHXG7vv53IZ+dKcBAD2g+arRbdu2ZWZmTp8+ffr06ZVXjTZv3vy3336jNh7AJ1BJKooPr1MJS5xCN7Os7emOAwD6QXMR2tjY3Lhx48aNG7du3SooKLC1tW3Xrl3v3r1ZLBbF+QCqSZ75unD/Um7jFnYh8xks3PAKANX13r8XDAYjICAgICCAyjQAn0d093zp+d9sv51q2rwz3VkAQM+8twgVCsXFixdjYmKysrKcnZ19fX379+/P5eK6A6hdSKm4+OgmeW6a04x1WFkXAD6D5iLMysoaMGDAkydPGAyGnZ1dSUmJUqls1KjRmTNnmjRpQnFEgPeRZ74uPLCcU6+J08yNuDoUAD6P5pllvv/++7S0tCNHjkgkkoKCAolEcu7cOblcPnjwYJIkKY4IoFHFoyjBjoVWfUbYDZ+LFgSAz6bhiLC4uPj69evHjh0bMmTIvzux2X379j106FCnTp1evHjRrFkzakMCvEUlFhYf2aQozMbHoQBQcxqKUKVSkSTp4+NTZbuvry9BEOpbKQDoIk2OL/p9lalPB7uR8xhsE7rjAIDe01CE9vb2rVq1OnfuXJXTgZGRka6urt7e3lRlA3ibSlV+/YTw5mnboOm8Zu3oTgMABkLzxTJLly4NCQlJT0//5ptvXFxcBALBhQsXdu/evXHjxvT0dPU+jo6OlpaWFEYFo6Yszi86uJpgs3GzPABoF0PjxS8uLi55eXkf/s7du3ePHTtWN6neEh4ebmtrGxYWVp2d5XK5Uqnk8Xi6TgWVysvLdf1PoorH10r+3GXZY4hlwGCCwdDpa9V+FLzh8CaJRMJisUxM8Dk8dYRCoYWFBWUvp/mIcPfu3RKJ5MPf2bp16w/vcOvWrR07dkil0pEjRw4cWHUpuKysrN9///3JkydMJrNXr16jRo3CtDXwLpVEVHJimzwzyXHiUhO3hnTHAQADpLkIv/rqqxqOGx8f369fv/Xr19vY2IwdO5bL5fbp0+fNHU6dOpWcnDx48GClUrlo0aLXr18vX768hi8KBkaa+LTo8Hqedxun0C24QQIAdORDUzIqFIq0tLTMzEw+n1+vXj0Oh1P9cSMiIkaMGKH+7DQjI2PDhg1VinDatGn/hWCzFyxYgCKESqRMWnp2rzj+vt3w2dxG/nTHAQBDpvmGeoIg1q5d6+Tk1LBhw+7du3t5ednb2y9cuFChUFRz3EePHnXu/O+sj507d46Ojv7AzqmpqVjmECpJk+Pz1kxWSUTOcyPQggCga5qPCNeuXTt37twePXoMHTpUfdXo6dOnV6xYIZFI1q1bV51x8/Ly7Ozs1I/t7e2LioqkUqnGqUoTExOXL19+5syZ9w2VkJDw7NmzS5cuqZ8ymcw9e/Y4ODho3Fl9sUz1CxtqTiQSMbR0AQspl0muHZPH3jTtP9bEu22FkiCEQq2MbEi0+IZDdeBiGeqJRCJtDcXj8djsjyxHo+HLSqVy1apVkyZNioiIqNw4evToZcuW/fzzz0uWLKnOFWtmZmaVl9uIxWIOh6Pxk9X09PTevXuvXLmyS5cu7xvK3d3dwcEhODi48qeqW7cuk6n5WBZXjVKPJEmtXN8lS/2n6I91Jvx6LmE7mOZWNR/QUGnrDYdqYrPZKELq0XzVaH5+fkFBwbhx46psHzdu3KJFixITE1u1avXRcd3d3VNTU9WPU1NT3dzc3v03bFZWVs+ePWfOnDlhwoQPDGVmZubq6tqrV6+PvijoKVImKT13QBxz02bwFFO/jnTHAQDjouG4ytTUlCAIgUBQZXtBQQFBEGZmZtUZNygo6Pfff5fJZCRJ7tu3LygoSL390KFDycnJBEHk5+cHBgaOGTNmxowZNfkBQN9Jk57lrZmiLC1wnrcdLQgA1NNQhDY2Nm3atAkNDa08pCMIIj8/f/LkyXXr1vXy8qrOuCNHjnR0dPT29vb3909JSZkzZ456e3h4+OPHjwmC2Lx588uXL9esWWNnZ2dnZ4eLZYyQSiwsPra5+I91NoMn249aiI9DAYAWmk8hbtu2rWfPno0aNWrTpk2dOnXy8/MfPXpEkuRff/31vpNzVXC53AsXLiQkJMjlcm9v78rvev78ufqYcuHChbNnz67cHyf/jU3F4+ulp3ebtujqPG87g2tKdxwAMF6ai7BNmzZxcXEbNmy4efPm06dPzc3Nv//++xkzZnzqjNvvHj5aW1urH5iamqo/gwVjoyjILjm+VSkssf9hMccD6zwDAM00FKFIJPrll1+GDh26adMm6gOBASOVCtHtyLIrf1h0/sryi+8YrI9c0wwAQAENf4mEQuGqVasGDRpEfRowYNJXMcUntpk4ujrP3sKydaI7DgDAvzQUoaOjo6ura2JiYrt2WPINtEBZUlByepc8PdH66wmmvh3ojgMA8BYNV74wmcwNGzYsXrz4/v371AcCQ0IqFcK//8pbM5llaes8bztaEABqofcuw1RWVtahQwcnJydXV9c3rxT98KyhAJUkLx+VnNrBdnJ3Ct3EtufTHQcAQDPNRejh4WFjY0NxFDAY8rz00r92KQpzbQZN5Hm3oTsOAMCHvPeIkOIcYBhUFcLyq8cqHl6x6D7I/ocfGWxMzwgAtV3VIiwuLj558mRCQoKzs3NgYKCfnx8tsUDv/P+tEUfM/Ds7h+/ENDEAoC/eKsKcnJz27dunp6ern4aHhx86dKhy2QcAzUhS/PRm6blf2U7ujlNXmbh40B0IAOATvHXV6KpVq7Kzs7ds2fLPP/9cunTJ09MzNDSUJEm6wkHtJ0v9R7R3cfm147bBMx3G/4wWBAC989YR4dOnT4cPHz516lSCILy8vDZt2vTll1/m5ORgRmx4lzw7pfTcAUVuKqfnd3YdehOYLRYA9NNbRZiZmfnVV19VPvXx8VFvRBHCmxSCrLILB6VJcZa9gs3HLBJWiNGCAKC/3ipCpVLJYrH++xqbTRCEQqGgOhTUVsqSgrLLh8Vxdyy7f2P73UwGh0d3IgCAmqp61WhkZGReXp76sUgkIghi+/btZ86cqdxh5cqVlIWD2kNZUlAedbTi6d/mHfu6LNjLNLOgOxEAgHZULcJr165du3btzS2///77m09RhMZGJSwpv35KdP+iWasA57CdLCtbuhMBAGjTW0UYGxurUqnoigK1jbI4v/zaiYonN8zbBbrM3820sKY7EQCA9r1VhJWr5oKRUwiyyqOOiZ/fM+/wJSoQAAwbVkaFt8izksuvHpUkxlp0GeCyaB/TtLrnAsVi8U8r1x0/c14qk9dxcV67JKxrly46jQoAoBUoQviXNDGm/NpxeU6qRcBg2+9mfdIVoRKJpGXXL1KbBksmXCHYnCxB8tezZvw0bsi0CWN1FxgAQCtQhEaPJCUvHpRdPqKqKLfo/JX9Dz8yTDifOsb23fvSPPtLuk7897ljg+KxJ5au6zT2++GmpqZaDgwAoFUoQuOlkohE9y6Kbp1h2TlZ9R7Ga9rms++LP3Plb3H7JW9tYnOVnh1jYmI6dMBivABQq6EIjZFCkCW8ebri8XWedxu70Qs57o1rOqBSSbCqrrhEMk0wGwMA1H4oQmNCkpJ/ooW3zsozXpl36OMcvpNlZaeVgQM6tH7wMkre+Yc3XkvFfH2nefOlWhkfAEB3UIRGQVVRLrp/SXT3HNPU0rxzf/vRiz7jROAHhE6duL9TzyxbN1Wz3gRBEJJyy7/mjfp2oJUVViUEgNoORWjgZKkvRXfPi5/f4/l0sPs+nFPXSxevYmNj8yAqcuLsBQ8uLCY5pjxSvmjWlLGjv9fFawEAaBeK0DCpKoQV0VdF9y6QSoV5+z4uA8fpesl4Pp9/+vCvBEFIpVIul6vT1wIA0CIUoWEhSWlSnOjhZcnzBzzvNjaDp3A9fSheIwktCAD6BUVoIBSFuRWPoioeXmGYmpu3DbQZNJFpZkl3KAAAPYAi1G8qSYU47k7Foyh5TqpZy+72YxabuHnSHQoAQJ+gCPUSqVRI/4kWRV+T/vOE28jPostAXrO2DBb+3wQA+GT406lXVCrp62cVT/8Wx90xca5r1rqH7bfTsUYuAEBNoAj1AUlKU16IY26KY26yrB1NW3R1nr2FZetEdywAAEOAIqzFVCrp62fi2NviZ3eZ5lamLbo6Tl/HdqhDdywAAIOCIqx1SLlM+ipWHHdH/Pwe29bZtHknx6mr2Y6udOcCADBMKMLaQiUqk7x4KH5+X5rw1MStgalPB6vAYSw7fP4JAKBbKEKayXNSJfEPJC8eybNTuF4tTH3a2wZN1/UsMAAAUAlFSANSKpa8ipW8fCR58YjBZPG821h+8R23oZ92J8IGAIDqQBFShSRlmUnShCeSfx7LMl5x6zXlNmnlOHEZ29md7mQAAEYNRahbioJsaWKMJPGp9FUsy9KG26S1Zc8grqcvg4MJOQEAagUUofYpi/Klr+OkSXGSVzGEUslt3MK0WTubQRNZ1vZ0RwMAgKpQhNqhEGRJU15Ik+JkSXGkQsb19OM09LXs8S0++QQAqOVQhJ+JVCrkWcmylHhpcrwsOZ5gsbmePlxPX6ueQSg/AAA9giL8BMqyYlnaS1nqS1nKS1nWa7adM7eBj6lfR5uvx2PCMwAAPYUi/BBSKpZlJMnSE2RpCbKMBFIi5tRrwvFoatVnOMejCYNrSndAAACoKRThW0ipWJaZJM9Mo3QIOAAAEedJREFUkmW8kmUkKYvzTVwbcOp6mfp1tP5qNOb5BAAwPMZehMrSQnlWsjw7WZaZJM9KVpYWmtSpx3FrxG3U3DJgiAnfg2Cy6M4IAAA6ZFxFSMqk8rw0eVaKPCdVnpMiz0omGAyOq6eJawNT345WfUaYOLmh+QAAjIohFyEpFcvzMxV5GfLcNHlOmiI3TVlexHZyM+HXN+HX43m3MeHXZ1nZ0h0TAADoZGhFqBRkie5ECgtz5HkZKlEp28nNxMndhF/PvF2gCd+Dbc8nmEy6MwIAQC1iaEVIkCTT1tnUpz3b2Z1t60QwGHQHAgCAWs3QipDl5GZqz+fxeHQHAQAA/YDPCQEAwKihCAEAwKihCAEAwKihCAEAwKihCAEAwKihCAEAwKjp8PaJly9f3r17183N7YsvvmBquo29qKjowoULTCazb9++1tbWuksCAADwPro6Ijx27FjXrl0fP34cFhY2bNiwd3fIyMjw8fE5e/bsiRMnmjdvnpeXV8NXzM7OHvz9uPrN23u27BT4zbBXr17VcEAAADAGOilCkiQXLly4Y8eOiIiImzdvRkVFRUdHV9ln48aNvXr1OnLkyMmTJ1u3bh0REVGTV3z16lWrHv3+dBiUFXo/O/T+Fa9JHb/67sHDhzUZEwAAjIFOijAhISE9Pb1///4EQVhZWfXq1evcuXNV9jl37tzgwYPVjwcPHhwZGVmTV5wa9mPuoE2k9xf/PvdsXxDyx7hZ4TUZEwAAjIFOzhFmZ2c7ODhwuVz1U1dX1+zs7Cr7ZGVlubq6qh/XqVPn3R0qCQSCmJgYpVKpfsrj8caOHWtq+tbq8M9evCT6dnjr2xzr5xaVSyQSFgvLKumWXC6Xy+V0pzAieMMpJpfLVSoV3SmMixZ/yVkslsaLVN6kkyJUKpWMN2a7ZjKZCoWiyj4qlapyHxaL9e4OlaRSqVgsLioqqhxNIpFwOJw39yEJTZNrM5j4e0EBpVJZ+c8UoADecIqp3+2P/jEFLdLiL3l1/o/TSRHy+fzCwkKlUqk+GsvLy/Pw8Hh3n/z8fPXj3NzcOnXqvG80Nzc3X1/fsLCwD7yiZ726uVnPCVef/zaV5tqYmVhaWn72TwHVJJfLMcs5lfCGU4/FYpmYmNCdwogoFAoqf8l18m+cJk2a2NnZ/f333wRByGSya9euBQQEqB8LBAL1PgEBARcvXlQ/vnTpUo8ePWryiltXLnE4Mp7Iev7vc0GK3YHhW1YsqcmYAABgDHRyRMhms8PDw0ePHj116tRr1641aNBAXYRXr14dNmxYcXExQRCzZs3q2LGjmZmZXC4/derUo0ePavKK/v7+147tGxe6ICUzh2CyXGwtI3as7NSxo3Z+HgAAMFy6+tR72rRpe/bsKS0tHTRo0KVLl9SnA/38/LZt26bewdvbOzo62sLCwt7e/vHjxw0aNKjhK/r6+t6/cvb2mT8i92+NvR2FFqSGTCa7evUq3SmMy9WrV3Hym0rx8fFpaWl0pzAipaWld+7cofIVGSRJUvl6nyE8PNzW1vbD5wgrrVu3Li0tbfPmzbpOBWqJiYn9+vXD9AVUatiw4YULFxo1akR3EGMxffp0Dw+P2bNn0x3EWERFRS1fvvzatWuUvaKhXQdV+3sdAPQO/rAYNkMrQgAAgE+CIgQAAKOmB+cIhwwZEhcX9+6diBqlp6dLJJLGjRvrOhWoVVRUxMTEdMSlSRS6e/duixYtqkyuBLqTmJjI4/Hq1q1LdxBjUVRUlJqa2rJlS62MNmjQoMmTJ394Hz0owpiYmNevX1dznaaysjKZTObg4KDrVKBGkmRaWlq9evXoDmJEUlNTPTw83py8CXSqoKCAw+FYWVnRHcRYyOXyvLw8Nzc3rYxWv359T0/PD++jB0UIAACgOzhHCAAARg1FCAAARg1FCAAARg1FCAAARk0nk25T5tatW0lJSW3atPHx8dG4w+vXr2/duuXq6tqzZ08sJ1ZDQqHw9u3b+fn5TZo0adu27bs7ZGVlvXz5svJpu3btsAxWTSQmJqanp1c+7dGjx7u/wwqF4sqVK/n5+T169HB3d6c2oKFJSUl5/fr1m1u6detWZfWlO3fuiMVi9WN7e/sWLVpQl8+AZGRkJCYm+vr6Ojk5VW6sqKi4ePGiRCIJDAx835X/6r/5bdu2bdasmRbz6PFVo9OmTVOv3/TXX38tX758zJgxVXY4d+5cSEjIoEGDHj9+7OHh8eeff9KS0zCUlZW5ubm1bdvW3d392rVrnTp1OnToUJUr+Hfu3Pnjjz/6+vqqn+7YseOjVy3DB8yaNev06dOV7+H58+er/FFWKpW9e/cuLy/38fH566+//vzzz65du9KR1EAcPnz4119/VT/Ozs7OysrKy8vjcrlv7uPp6eng4KC+laJ169YrVqygIaiea9q0aXZ2tlQqPXz48DfffKPeWFZW1qFDBzc3NwcHh6ioqNu3b787m+6UKVOioqICAgL++uuvFStWjB49WmuZSP30+vVrMzOznJwckiSvXbvm4uIik8mq7NO8efP9+/eTJFleXs7n82/dukVDUEMhk8nS0tLUj/Py8kxNTR8+fFhlnx07dnz77beURzNYM2fOXLx48Qd2OHv2rKenp1gsJkly8+bNXbt2pSqa4QsJCZk4ceK72xs0aPDubz58ktevXyuVyqZNm548ebJy44YNGwICAlQqFUmS06ZN++GHH6p8V1JSkpmZWW5uLkmSUVFRfD7/3b/5n01fPy08f/58hw4dXFxcCILo3r27QqGosqJhenp6XFzc4MGDCYKwsLDo3bt3ZGQkPVkNgomJSeXMGvb29hwORyaTvbtbSUnJxYsXnzx5olKpqA1omLKzsy9cuPDmB85vioyM7N+/v3oh7yFDhty8ebOsrIzagIZJKBSePHny3Q+Z1OLi4q5cuZKbm0txKoPRoEGDdz/kj4yMHDx4sPpDpiFDhpw9e7bKDufPn+/UqZOzszNBEAEBAVKp9PHjx9qKpK9FmJWVVTnvAIPB4PP5WVlZb+6QnZ1tY2NjYWGhfurq6lplB/hsmzZtqlu37runCRkMRkFBQURExDfffNO2bVuBQEBLPIPBYrFevHixffv2rl27Dhgw4N1/eWRlZbm6uqofu7i4sNls/JJrxeHDh+vVq9emTZt3v2RtbX38+PFVq1Y1bNhww4YN1GczVG/+Mru6ugoEAqlUWmWHyr/5TCbz3b/5NfF/7d1tSFNvGwDwy03B1M3/nLoXdWMkUubLdPmSFa0ooplJqGguJVME0Sj8oChCJanVMkQqSyHK+hCzD4VKuewFNbBSpxauSATNpDlN0Tlnerbnw3n+hz0WwVPiNnf9Pm33fW+77u2cc5175z7n2OtkGYIgLA9QOTs7r6ys/KYBnU5f1QD9mebm5suXL7e3t686XgUA2dnZubm5ALC8vJyQkHD27NkbN25YI8YN4tKlS3Q6HQDm5uaio6Pr6+sLCgosGxAEYbln7eTkhAv5mrh9+3ZOTs4vq969e0f+KN3d3Xv27ElMTPz7m4oj+N+FmU6nm83mVf8qrays/H6b/zfsdUTI4/EmJyepp1qtls/nWzbgcrmzs7PUTrRWq+XxeOsa4kakUqlycnKam5t/OU2X3EAAgIuLS3Jycn9///pGt9FQ3yeTyZTJZGq1elUDy7VgZmZmeXl51VqA/sDHjx/VanV6evova6kfJTY2ViAQDA4OrmNoG5nlwqzValks1qrLyvP5/N9v8/+GvSZCqVTa1dVlMBgA4P3793q9XiKRAIDBYNDr9QAgEokEAkF7ezsAEATx/PnzvXv3Wjdme9fZ2ZmRkdHU1GT5lxFBENPT0z837u3txdn8a8VsNqvVaur7nJ6eJggCAKRSqUqlMpvNAKBSqcLCwthstjUD3RAaGhoSExN9fHyoEr1eT25qLGm12q9fv+JCvlakUmlbWxv5WKVSUZtrajwjlUo7OzvJH2JgYGBxcXGtbk8Bdn36xOHDhw0Gw5EjR+rr61NSUs6fPw8AhYWF4+PjSqUSAOrr68vLywsLC7u6ukZHR9++fUvtzaH/19TUlFAoDA4Opha+rKys2NjYwcHB8PDwhYUFNze3zMxMX19fLpfb09Pz5MmTjo6O8PBw64Zt1/bv3x8bG8tgMF68eKHRaHp6enx9fRcXF93c3NRqtVgsNhqNYrE4IiJCIpEoFIra2trU1FRrR23ffvz4ERAQ0NjYePDgQapQLpezWKxr1669efOmsrIyKiqKIIjGxsbIyMimpiYrRmunrl69+unTJ6VSGRUVJRKJioqKNm/ePDExIRaLjx075u3tXV1d3dbWFhMTAwAikaiiooIcoMtksqWlpYSEhFu3bqWmpp47d26tQqKv4Xuts6SkJJPJND4+npmZmZeXRxZ6enqGhYWR/9pLJJKwsLChoaHQ0NCamhpych36MyaTyc/PTyKR8P8VHBzMZrNdXFwCAwOjoqJoNBqfz9fpdDMzMyEhIXgS4d/jcDiTk5MGg2Hnzp11dXUsFgsAaDSav7//jh07Nm3a5OzsLJfLye+8tLRUJpNZO2S79/37dz6fn5SUZHnw1cvLKyIiIiAgwNPTk0ajTU5O0mi07Ozs0tJSvBnWH5ienmYwGAcOHAgODubz+aGhoR4eHgwGIy0tbWRkZHl5WaFQUDvcPB4vOjray8sLAJKTkwmCGB8fJ09uWcOQ7HhEiBBCCP09ez1GiBBCCK0JTIQIIYQcGiZChBBCDg0TIUIIIYeGiRAhhJBDw0SIEELIoWEiRAgh5NDs9aLbCG0wOTk5L1++JB8zGAwOhxMTE5Oenr5lyxbrBobQhocjQoRswrdv33Q6XW5ubm5ubnJyMo/Hq6ur27ZtW1lZmbVDQ2iDwxEhQrbCw8OjuLiYemowGLKysioqKgQCAXl/K4per9fr9T4+Pj9fPtdkMul0Og8PD3d3958/QqfT0el08oJVCCESjggRslFubm53797l8XiVlZVU4cDAwK5du5hMJo/H43A4Fy9epK6SODc3J5fLXV1duVyuh4dHQEBAS0sL9cKbN28KBAJfX182mx0SEvLq1at17g5CNgsTIUK2y9XVNTExcXR0dGRkBAAmJib27dun1WpbWlr6+vrS09NLSkqoNFlcXNze3q5UKj9//tzb21tWVkaNFxUKRX5+/vHjx3t6erq7uwMDA2UymUajsVrHELIpZoSQDYiPj+fxeD+XKxQKAOjo6DCbzSUlJTQabWhoyPJVTCbTYDCYzebt27dnZGT8/A6zs7Pu7u4FBQVUidFoFAqFeXl5a98NhOwQHiNEyKaRozqTyQQA/f39YWFhW7dupWpTU1NbW1vVanVcXFxERMT9+/fZbHZKSkp0dLSz83/X7tevXy8sLPj7+5P3qSYJhcIPHz6sb1cQslGYCBGyaaOjowDA5XIBYGxsTCAQWNb6+fkBwPT0NABcuXLFxcWlsbGxpqaGxWKlpaVVVVV5enpqtVoAqKqqsrzHHgCIRKJ16wVCtgwTIUK2iyCI1tZWDocTFBQEAO7u7lNTU5YNJicnAcDT0xMAmEzm9evXa2tr+/r6Hj9+rFAo5ufn7927R9Y+evRIKpVaoQ8I2TycLIOQjTKZTEVFRcPDw6dPnybvhB4bGzswMPDlyxeqTUtLi6urq1gspkrodHpUVNSFCxeOHj3a3d0NAHFxcS4uLkqlcv27gJBdwBEhQrbCaDQ2NTUBwMrKyvDw8MOHDwcHB9PT04uKisgGBQUFDQ0NaWlpDQ0NXC73zp07Dx48OHXqFJPJBID8/PyEhITIyEgvL6++vr7Ozs7du3cDAJfLPXPmTHV1tbe398mTJzkcztjYmEqlYjAYJ06csF53EbIZ1p6tgxAym83m+Ph4aq10d3cPDAyUy+VPnz5d1ezZs2fUYUJnZ+e8vLylpSWy6uDBg9QEGScnp0OHDul0OrKKIIjy8nIyX5KEQqFSqVzXHiJkq5zM/56NixCyCyaTSaPRLCwsBAUF/fPPP5ZV8/PzY2NjRqNRIBD4+PiseuHy8rJGo1laWuLz+eQsG4QQAGAiRAgh5NBwsgxCCCGHhokQIYSQQ8NEiBBCyKFhIkQIIeTQMBEihBByaJgIEUIIObT/ALsa4svf5Iw3AAAAAElFTkSuQmCC",
      "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=\"clip740\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip740)\" d=\"M0 1600 L2400 1600 L2400 0 L0 0  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip741\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip740)\" d=\"M219.866 1423.18 L2352.76 1423.18 L2352.76 47.2441 L219.866 47.2441  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip742\">\n",
       "    <rect x=\"219\" y=\"47\" width=\"2134\" height=\"1377\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip742)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"280.231,1423.18 280.231,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip742)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"773.408,1423.18 773.408,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip742)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1266.58,1423.18 1266.58,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip742)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1759.76,1423.18 1759.76,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip742)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"2252.94,1423.18 2252.94,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip740)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,1423.18 2352.76,1423.18 \"/>\n",
       "<polyline clip-path=\"url(#clip740)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"280.231,1423.18 280.231,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip740)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"773.408,1423.18 773.408,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip740)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1266.58,1423.18 1266.58,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip740)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1759.76,1423.18 1759.76,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip740)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2252.94,1423.18 2252.94,1404.28 \"/>\n",
       "<path clip-path=\"url(#clip740)\" d=\"M257.615 1454.1 Q254.004 1454.1 252.176 1457.66 Q250.37 1461.2 250.37 1468.33 Q250.37 1475.44 252.176 1479.01 Q254.004 1482.55 257.615 1482.55 Q261.25 1482.55 263.055 1479.01 Q264.884 1475.44 264.884 1468.33 Q264.884 1461.2 263.055 1457.66 Q261.25 1454.1 257.615 1454.1 M257.615 1450.39 Q263.426 1450.39 266.481 1455 Q269.56 1459.58 269.56 1468.33 Q269.56 1477.06 266.481 1481.67 Q263.426 1486.25 257.615 1486.25 Q251.805 1486.25 248.727 1481.67 Q245.671 1477.06 245.671 1468.33 Q245.671 1459.58 248.727 1455 Q251.805 1450.39 257.615 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M277.777 1479.7 L282.662 1479.7 L282.662 1485.58 L277.777 1485.58 L277.777 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M302.847 1454.1 Q299.236 1454.1 297.407 1457.66 Q295.601 1461.2 295.601 1468.33 Q295.601 1475.44 297.407 1479.01 Q299.236 1482.55 302.847 1482.55 Q306.481 1482.55 308.286 1479.01 Q310.115 1475.44 310.115 1468.33 Q310.115 1461.2 308.286 1457.66 Q306.481 1454.1 302.847 1454.1 M302.847 1450.39 Q308.657 1450.39 311.712 1455 Q314.791 1459.58 314.791 1468.33 Q314.791 1477.06 311.712 1481.67 Q308.657 1486.25 302.847 1486.25 Q297.037 1486.25 293.958 1481.67 Q290.902 1477.06 290.902 1468.33 Q290.902 1459.58 293.958 1455 Q297.037 1450.39 302.847 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M745.144 1481.64 L761.463 1481.64 L761.463 1485.58 L739.519 1485.58 L739.519 1481.64 Q742.181 1478.89 746.764 1474.26 Q751.371 1469.61 752.551 1468.27 Q754.797 1465.74 755.676 1464.01 Q756.579 1462.25 756.579 1460.56 Q756.579 1457.8 754.634 1456.07 Q752.713 1454.33 749.611 1454.33 Q747.412 1454.33 744.959 1455.09 Q742.528 1455.86 739.75 1457.41 L739.75 1452.69 Q742.574 1451.55 745.028 1450.97 Q747.482 1450.39 749.519 1450.39 Q754.889 1450.39 758.084 1453.08 Q761.278 1455.77 761.278 1460.26 Q761.278 1462.39 760.468 1464.31 Q759.681 1466.2 757.574 1468.8 Q756.996 1469.47 753.894 1472.69 Q750.792 1475.88 745.144 1481.64 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M771.278 1479.7 L776.162 1479.7 L776.162 1485.58 L771.278 1485.58 L771.278 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M786.394 1451.02 L804.75 1451.02 L804.75 1454.96 L790.676 1454.96 L790.676 1463.43 Q791.694 1463.08 792.713 1462.92 Q793.732 1462.73 794.75 1462.73 Q800.537 1462.73 803.917 1465.9 Q807.296 1469.08 807.296 1474.49 Q807.296 1480.07 803.824 1483.17 Q800.352 1486.25 794.032 1486.25 Q791.857 1486.25 789.588 1485.88 Q787.343 1485.51 784.935 1484.77 L784.935 1480.07 Q787.019 1481.2 789.241 1481.76 Q791.463 1482.32 793.94 1482.32 Q797.944 1482.32 800.282 1480.21 Q802.62 1478.1 802.62 1474.49 Q802.62 1470.88 800.282 1468.77 Q797.944 1466.67 793.94 1466.67 Q792.065 1466.67 790.19 1467.08 Q788.338 1467.5 786.394 1468.38 L786.394 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M1233.75 1451.02 L1252.1 1451.02 L1252.1 1454.96 L1238.03 1454.96 L1238.03 1463.43 Q1239.05 1463.08 1240.07 1462.92 Q1241.09 1462.73 1242.1 1462.73 Q1247.89 1462.73 1251.27 1465.9 Q1254.65 1469.08 1254.65 1474.49 Q1254.65 1480.07 1251.18 1483.17 Q1247.71 1486.25 1241.39 1486.25 Q1239.21 1486.25 1236.94 1485.88 Q1234.7 1485.51 1232.29 1484.77 L1232.29 1480.07 Q1234.37 1481.2 1236.6 1481.76 Q1238.82 1482.32 1241.29 1482.32 Q1245.3 1482.32 1247.64 1480.21 Q1249.98 1478.1 1249.98 1474.49 Q1249.98 1470.88 1247.64 1468.77 Q1245.3 1466.67 1241.29 1466.67 Q1239.42 1466.67 1237.54 1467.08 Q1235.69 1467.5 1233.75 1468.38 L1233.75 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M1263.86 1479.7 L1268.75 1479.7 L1268.75 1485.58 L1263.86 1485.58 L1263.86 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M1288.93 1454.1 Q1285.32 1454.1 1283.49 1457.66 Q1281.69 1461.2 1281.69 1468.33 Q1281.69 1475.44 1283.49 1479.01 Q1285.32 1482.55 1288.93 1482.55 Q1292.57 1482.55 1294.37 1479.01 Q1296.2 1475.44 1296.2 1468.33 Q1296.2 1461.2 1294.37 1457.66 Q1292.57 1454.1 1288.93 1454.1 M1288.93 1450.39 Q1294.74 1450.39 1297.8 1455 Q1300.88 1459.58 1300.88 1468.33 Q1300.88 1477.06 1297.8 1481.67 Q1294.74 1486.25 1288.93 1486.25 Q1283.12 1486.25 1280.04 1481.67 Q1276.99 1477.06 1276.99 1468.33 Q1276.99 1459.58 1280.04 1455 Q1283.12 1450.39 1288.93 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M1726.08 1451.02 L1748.3 1451.02 L1748.3 1453.01 L1735.76 1485.58 L1730.87 1485.58 L1742.68 1454.96 L1726.08 1454.96 L1726.08 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M1757.42 1479.7 L1762.31 1479.7 L1762.31 1485.58 L1757.42 1485.58 L1757.42 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M1772.54 1451.02 L1790.89 1451.02 L1790.89 1454.96 L1776.82 1454.96 L1776.82 1463.43 Q1777.84 1463.08 1778.86 1462.92 Q1779.88 1462.73 1780.89 1462.73 Q1786.68 1462.73 1790.06 1465.9 Q1793.44 1469.08 1793.44 1474.49 Q1793.44 1480.07 1789.97 1483.17 Q1786.5 1486.25 1780.18 1486.25 Q1778 1486.25 1775.73 1485.88 Q1773.49 1485.51 1771.08 1484.77 L1771.08 1480.07 Q1773.16 1481.2 1775.39 1481.76 Q1777.61 1482.32 1780.08 1482.32 Q1784.09 1482.32 1786.43 1480.21 Q1788.76 1478.1 1788.76 1474.49 Q1788.76 1470.88 1786.43 1468.77 Q1784.09 1466.67 1780.08 1466.67 Q1778.21 1466.67 1776.33 1467.08 Q1774.48 1467.5 1772.54 1468.38 L1772.54 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M2205.01 1481.64 L2212.65 1481.64 L2212.65 1455.28 L2204.34 1456.95 L2204.34 1452.69 L2212.6 1451.02 L2217.28 1451.02 L2217.28 1481.64 L2224.92 1481.64 L2224.92 1485.58 L2205.01 1485.58 L2205.01 1481.64 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M2244.36 1454.1 Q2240.75 1454.1 2238.92 1457.66 Q2237.12 1461.2 2237.12 1468.33 Q2237.12 1475.44 2238.92 1479.01 Q2240.75 1482.55 2244.36 1482.55 Q2247.99 1482.55 2249.8 1479.01 Q2251.63 1475.44 2251.63 1468.33 Q2251.63 1461.2 2249.8 1457.66 Q2247.99 1454.1 2244.36 1454.1 M2244.36 1450.39 Q2250.17 1450.39 2253.23 1455 Q2256.31 1459.58 2256.31 1468.33 Q2256.31 1477.06 2253.23 1481.67 Q2250.17 1486.25 2244.36 1486.25 Q2238.55 1486.25 2235.47 1481.67 Q2232.42 1477.06 2232.42 1468.33 Q2232.42 1459.58 2235.47 1455 Q2238.55 1450.39 2244.36 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M2264.52 1479.7 L2269.41 1479.7 L2269.41 1485.58 L2264.52 1485.58 L2264.52 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M2289.59 1454.1 Q2285.98 1454.1 2284.15 1457.66 Q2282.35 1461.2 2282.35 1468.33 Q2282.35 1475.44 2284.15 1479.01 Q2285.98 1482.55 2289.59 1482.55 Q2293.23 1482.55 2295.03 1479.01 Q2296.86 1475.44 2296.86 1468.33 Q2296.86 1461.2 2295.03 1457.66 Q2293.23 1454.1 2289.59 1454.1 M2289.59 1450.39 Q2295.4 1450.39 2298.46 1455 Q2301.54 1459.58 2301.54 1468.33 Q2301.54 1477.06 2298.46 1481.67 Q2295.4 1486.25 2289.59 1486.25 Q2283.78 1486.25 2280.7 1481.67 Q2277.65 1477.06 2277.65 1468.33 Q2277.65 1459.58 2280.7 1455 Q2283.78 1450.39 2289.59 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M1215.6 1525.81 L1215.6 1562.76 L1223.37 1562.76 Q1233.21 1562.76 1237.76 1558.3 Q1242.34 1553.85 1242.34 1544.24 Q1242.34 1534.69 1237.76 1530.26 Q1233.21 1525.81 1223.37 1525.81 L1215.6 1525.81 M1209.17 1520.52 L1222.38 1520.52 Q1236.2 1520.52 1242.66 1526.28 Q1249.12 1532.01 1249.12 1544.24 Q1249.12 1556.52 1242.63 1562.28 Q1236.13 1568.04 1222.38 1568.04 L1209.17 1568.04 L1209.17 1520.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M1272.93 1536.5 Q1268.22 1536.5 1265.48 1540.19 Q1262.74 1543.85 1262.74 1550.25 Q1262.74 1556.65 1265.45 1560.34 Q1268.18 1564 1272.93 1564 Q1277.61 1564 1280.34 1560.31 Q1283.08 1556.62 1283.08 1550.25 Q1283.08 1543.92 1280.34 1540.23 Q1277.61 1536.5 1272.93 1536.5 M1272.93 1531.54 Q1280.57 1531.54 1284.93 1536.5 Q1289.29 1541.47 1289.29 1550.25 Q1289.29 1559 1284.93 1564 Q1280.57 1568.97 1272.93 1568.97 Q1265.26 1568.97 1260.9 1564 Q1256.57 1559 1256.57 1550.25 Q1256.57 1541.47 1260.9 1536.5 Q1265.26 1531.54 1272.93 1531.54 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M1321.72 1533.45 L1321.72 1538.98 Q1319.24 1537.71 1316.56 1537.07 Q1313.89 1536.44 1311.03 1536.44 Q1306.67 1536.44 1304.47 1537.77 Q1302.3 1539.11 1302.3 1541.79 Q1302.3 1543.82 1303.86 1545 Q1305.42 1546.15 1310.13 1547.2 L1312.14 1547.64 Q1318.38 1548.98 1320.99 1551.43 Q1323.63 1553.85 1323.63 1558.21 Q1323.63 1563.17 1319.68 1566.07 Q1315.77 1568.97 1308.89 1568.97 Q1306.03 1568.97 1302.91 1568.39 Q1299.82 1567.85 1296.38 1566.74 L1296.38 1560.69 Q1299.63 1562.38 1302.78 1563.24 Q1305.93 1564.07 1309.02 1564.07 Q1313.16 1564.07 1315.39 1562.66 Q1317.61 1561.23 1317.61 1558.65 Q1317.61 1556.27 1315.99 1554.99 Q1314.4 1553.72 1308.96 1552.54 L1306.92 1552.07 Q1301.48 1550.92 1299.06 1548.56 Q1296.64 1546.18 1296.64 1542.04 Q1296.64 1537.01 1300.2 1534.27 Q1303.77 1531.54 1310.33 1531.54 Q1313.57 1531.54 1316.44 1532.01 Q1319.3 1532.49 1321.72 1533.45 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M1363.45 1548.76 L1363.45 1551.62 L1336.52 1551.62 Q1336.9 1557.67 1340.15 1560.85 Q1343.43 1564 1349.25 1564 Q1352.63 1564 1355.78 1563.17 Q1358.96 1562.35 1362.08 1560.69 L1362.08 1566.23 Q1358.93 1567.57 1355.62 1568.27 Q1352.31 1568.97 1348.9 1568.97 Q1340.37 1568.97 1335.37 1564 Q1330.41 1559.04 1330.41 1550.57 Q1330.41 1541.82 1335.12 1536.69 Q1339.86 1531.54 1347.88 1531.54 Q1355.08 1531.54 1359.25 1536.18 Q1363.45 1540.8 1363.45 1548.76 M1357.59 1547.04 Q1357.53 1542.23 1354.89 1539.37 Q1352.28 1536.5 1347.95 1536.5 Q1343.05 1536.5 1340.09 1539.27 Q1337.16 1542.04 1336.71 1547.07 L1357.59 1547.04 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip742)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"219.866,1384.24 2352.76,1384.24 \"/>\n",
       "<polyline clip-path=\"url(#clip742)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"219.866,1110.99 2352.76,1110.99 \"/>\n",
       "<polyline clip-path=\"url(#clip742)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"219.866,837.749 2352.76,837.749 \"/>\n",
       "<polyline clip-path=\"url(#clip742)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"219.866,564.505 2352.76,564.505 \"/>\n",
       "<polyline clip-path=\"url(#clip742)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"219.866,291.26 2352.76,291.26 \"/>\n",
       "<polyline clip-path=\"url(#clip740)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,1423.18 219.866,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip740)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,1384.24 238.764,1384.24 \"/>\n",
       "<polyline clip-path=\"url(#clip740)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,1110.99 238.764,1110.99 \"/>\n",
       "<polyline clip-path=\"url(#clip740)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,837.749 238.764,837.749 \"/>\n",
       "<polyline clip-path=\"url(#clip740)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,564.505 238.764,564.505 \"/>\n",
       "<polyline clip-path=\"url(#clip740)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,291.26 238.764,291.26 \"/>\n",
       "<path clip-path=\"url(#clip740)\" d=\"M126.691 1370.04 Q123.08 1370.04 121.251 1373.6 Q119.445 1377.14 119.445 1384.27 Q119.445 1391.38 121.251 1394.94 Q123.08 1398.49 126.691 1398.49 Q130.325 1398.49 132.13 1394.94 Q133.959 1391.38 133.959 1384.27 Q133.959 1377.14 132.13 1373.6 Q130.325 1370.04 126.691 1370.04 M126.691 1366.33 Q132.501 1366.33 135.556 1370.94 Q138.635 1375.52 138.635 1384.27 Q138.635 1393 135.556 1397.61 Q132.501 1402.19 126.691 1402.19 Q120.88 1402.19 117.802 1397.61 Q114.746 1393 114.746 1384.27 Q114.746 1375.52 117.802 1370.94 Q120.88 1366.33 126.691 1366.33 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M146.853 1395.64 L151.737 1395.64 L151.737 1401.52 L146.853 1401.52 L146.853 1395.64 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M171.922 1370.04 Q168.311 1370.04 166.482 1373.6 Q164.677 1377.14 164.677 1384.27 Q164.677 1391.38 166.482 1394.94 Q168.311 1398.49 171.922 1398.49 Q175.556 1398.49 177.362 1394.94 Q179.19 1391.38 179.19 1384.27 Q179.19 1377.14 177.362 1373.6 Q175.556 1370.04 171.922 1370.04 M171.922 1366.33 Q177.732 1366.33 180.788 1370.94 Q183.866 1375.52 183.866 1384.27 Q183.866 1393 180.788 1397.61 Q177.732 1402.19 171.922 1402.19 Q166.112 1402.19 163.033 1397.61 Q159.978 1393 159.978 1384.27 Q159.978 1375.52 163.033 1370.94 Q166.112 1366.33 171.922 1366.33 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M128.288 1096.79 Q124.677 1096.79 122.848 1100.36 Q121.043 1103.9 121.043 1111.03 Q121.043 1118.13 122.848 1121.7 Q124.677 1125.24 128.288 1125.24 Q131.922 1125.24 133.728 1121.7 Q135.556 1118.13 135.556 1111.03 Q135.556 1103.9 133.728 1100.36 Q131.922 1096.79 128.288 1096.79 M128.288 1093.09 Q134.098 1093.09 137.154 1097.7 Q140.232 1102.28 140.232 1111.03 Q140.232 1119.76 137.154 1124.36 Q134.098 1128.94 128.288 1128.94 Q122.478 1128.94 119.399 1124.36 Q116.343 1119.76 116.343 1111.03 Q116.343 1102.28 119.399 1097.7 Q122.478 1093.09 128.288 1093.09 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M148.45 1122.39 L153.334 1122.39 L153.334 1128.27 L148.45 1128.27 L148.45 1122.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M167.547 1124.34 L183.866 1124.34 L183.866 1128.27 L161.922 1128.27 L161.922 1124.34 Q164.584 1121.58 169.167 1116.95 Q173.774 1112.3 174.954 1110.96 Q177.2 1108.44 178.079 1106.7 Q178.982 1104.94 178.982 1103.25 Q178.982 1100.5 177.038 1098.76 Q175.116 1097.02 172.014 1097.02 Q169.815 1097.02 167.362 1097.79 Q164.931 1098.55 162.153 1100.1 L162.153 1095.38 Q164.977 1094.25 167.431 1093.67 Q169.885 1093.09 171.922 1093.09 Q177.292 1093.09 180.487 1095.77 Q183.681 1098.46 183.681 1102.95 Q183.681 1105.08 182.871 1107 Q182.084 1108.9 179.977 1111.49 Q179.399 1112.16 176.297 1115.38 Q173.195 1118.57 167.547 1124.34 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M126.205 823.548 Q122.593 823.548 120.765 827.113 Q118.959 830.654 118.959 837.784 Q118.959 844.89 120.765 848.455 Q122.593 851.997 126.205 851.997 Q129.839 851.997 131.644 848.455 Q133.473 844.89 133.473 837.784 Q133.473 830.654 131.644 827.113 Q129.839 823.548 126.205 823.548 M126.205 819.844 Q132.015 819.844 135.07 824.451 Q138.149 829.034 138.149 837.784 Q138.149 846.511 135.07 851.117 Q132.015 855.7 126.205 855.7 Q120.394 855.7 117.316 851.117 Q114.26 846.511 114.26 837.784 Q114.26 829.034 117.316 824.451 Q120.394 819.844 126.205 819.844 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M146.366 849.15 L151.251 849.15 L151.251 855.029 L146.366 855.029 L146.366 849.15 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M174.283 824.543 L162.477 842.992 L174.283 842.992 L174.283 824.543 M173.056 820.469 L178.936 820.469 L178.936 842.992 L183.866 842.992 L183.866 846.881 L178.936 846.881 L178.936 855.029 L174.283 855.029 L174.283 846.881 L158.681 846.881 L158.681 842.367 L173.056 820.469 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M126.529 550.303 Q122.918 550.303 121.089 553.868 Q119.283 557.41 119.283 564.539 Q119.283 571.646 121.089 575.211 Q122.918 578.752 126.529 578.752 Q130.163 578.752 131.968 575.211 Q133.797 571.646 133.797 564.539 Q133.797 557.41 131.968 553.868 Q130.163 550.303 126.529 550.303 M126.529 546.6 Q132.339 546.6 135.394 551.206 Q138.473 555.789 138.473 564.539 Q138.473 573.266 135.394 577.873 Q132.339 582.456 126.529 582.456 Q120.718 582.456 117.64 577.873 Q114.584 573.266 114.584 564.539 Q114.584 555.789 117.64 551.206 Q120.718 546.6 126.529 546.6 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M146.691 575.905 L151.575 575.905 L151.575 581.785 L146.691 581.785 L146.691 575.905 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M172.339 562.641 Q169.19 562.641 167.339 564.794 Q165.51 566.947 165.51 570.697 Q165.51 574.423 167.339 576.599 Q169.19 578.752 172.339 578.752 Q175.487 578.752 177.315 576.599 Q179.167 574.423 179.167 570.697 Q179.167 566.947 177.315 564.794 Q175.487 562.641 172.339 562.641 M181.621 547.988 L181.621 552.248 Q179.862 551.414 178.056 550.975 Q176.274 550.535 174.514 550.535 Q169.885 550.535 167.431 553.66 Q165.001 556.785 164.653 563.104 Q166.019 561.09 168.079 560.025 Q170.139 558.937 172.616 558.937 Q177.825 558.937 180.834 562.109 Q183.866 565.257 183.866 570.697 Q183.866 576.021 180.718 579.238 Q177.57 582.456 172.339 582.456 Q166.343 582.456 163.172 577.873 Q160.001 573.266 160.001 564.539 Q160.001 556.345 163.89 551.484 Q167.778 546.6 174.329 546.6 Q176.089 546.6 177.871 546.947 Q179.676 547.294 181.621 547.988 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M126.783 277.059 Q123.172 277.059 121.343 280.623 Q119.538 284.165 119.538 291.295 Q119.538 298.401 121.343 301.966 Q123.172 305.508 126.783 305.508 Q130.417 305.508 132.223 301.966 Q134.052 298.401 134.052 291.295 Q134.052 284.165 132.223 280.623 Q130.417 277.059 126.783 277.059 M126.783 273.355 Q132.593 273.355 135.649 277.961 Q138.728 282.545 138.728 291.295 Q138.728 300.022 135.649 304.628 Q132.593 309.211 126.783 309.211 Q120.973 309.211 117.894 304.628 Q114.839 300.022 114.839 291.295 Q114.839 282.545 117.894 277.961 Q120.973 273.355 126.783 273.355 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M146.945 302.66 L151.829 302.66 L151.829 308.54 L146.945 308.54 L146.945 302.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M172.014 292.128 Q168.681 292.128 166.76 293.91 Q164.862 295.693 164.862 298.818 Q164.862 301.943 166.76 303.725 Q168.681 305.508 172.014 305.508 Q175.348 305.508 177.269 303.725 Q179.19 301.92 179.19 298.818 Q179.19 295.693 177.269 293.91 Q175.371 292.128 172.014 292.128 M167.339 290.137 Q164.329 289.397 162.64 287.336 Q160.973 285.276 160.973 282.313 Q160.973 278.17 163.913 275.762 Q166.876 273.355 172.014 273.355 Q177.176 273.355 180.116 275.762 Q183.056 278.17 183.056 282.313 Q183.056 285.276 181.366 287.336 Q179.7 289.397 176.714 290.137 Q180.093 290.924 181.968 293.216 Q183.866 295.508 183.866 298.818 Q183.866 303.841 180.788 306.526 Q177.732 309.211 172.014 309.211 Q166.297 309.211 163.218 306.526 Q160.163 303.841 160.163 298.818 Q160.163 295.508 162.061 293.216 Q163.959 290.924 167.339 290.137 M165.626 282.753 Q165.626 285.438 167.292 286.943 Q168.982 288.448 172.014 288.448 Q175.024 288.448 176.714 286.943 Q178.426 285.438 178.426 282.753 Q178.426 280.068 176.714 278.563 Q175.024 277.059 172.014 277.059 Q168.982 277.059 167.292 278.563 Q165.626 280.068 165.626 282.753 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M21.7677 1189.9 L39.6235 1189.9 L39.6235 1181.81 Q39.6235 1177.33 37.3 1174.88 Q34.9765 1172.42 30.6797 1172.42 Q26.4147 1172.42 24.0912 1174.88 Q21.7677 1177.33 21.7677 1181.81 L21.7677 1189.9 M16.4842 1196.33 L16.4842 1181.81 Q16.4842 1173.83 20.1126 1169.75 Q23.7092 1165.65 30.6797 1165.65 Q37.7138 1165.65 41.3104 1169.75 Q44.907 1173.83 44.907 1181.81 L44.907 1189.9 L64.0042 1189.9 L64.0042 1196.33 L16.4842 1196.33 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M33.8307 1137.76 Q33.2578 1138.75 33.0032 1139.93 Q32.7167 1141.07 32.7167 1142.47 Q32.7167 1147.44 35.9632 1150.11 Q39.1779 1152.75 45.2253 1152.75 L64.0042 1152.75 L64.0042 1158.64 L28.3562 1158.64 L28.3562 1152.75 L33.8944 1152.75 Q30.6479 1150.91 29.0883 1147.95 Q27.4968 1144.99 27.4968 1140.76 Q27.4968 1140.15 27.5923 1139.42 Q27.656 1138.69 27.8151 1137.8 L33.8307 1137.76 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M32.4621 1119.24 Q32.4621 1123.95 36.1542 1126.69 Q39.8145 1129.42 46.212 1129.42 Q52.6095 1129.42 56.3017 1126.72 Q59.9619 1123.98 59.9619 1119.24 Q59.9619 1114.56 56.2698 1111.82 Q52.5777 1109.09 46.212 1109.09 Q39.8781 1109.09 36.186 1111.82 Q32.4621 1114.56 32.4621 1119.24 M27.4968 1119.24 Q27.4968 1111.6 32.4621 1107.24 Q37.4273 1102.88 46.212 1102.88 Q54.9649 1102.88 59.9619 1107.24 Q64.9272 1111.6 64.9272 1119.24 Q64.9272 1126.91 59.9619 1131.27 Q54.9649 1135.6 46.212 1135.6 Q37.4273 1135.6 32.4621 1131.27 Q27.4968 1126.91 27.4968 1119.24 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M58.657 1087.51 L77.5631 1087.51 L77.5631 1093.39 L28.3562 1093.39 L28.3562 1087.51 L33.7671 1087.51 Q30.5842 1085.66 29.0564 1082.86 Q27.4968 1080.03 27.4968 1076.11 Q27.4968 1069.62 32.6531 1065.58 Q37.8093 1061.5 46.212 1061.5 Q54.6147 1061.5 59.771 1065.58 Q64.9272 1069.62 64.9272 1076.11 Q64.9272 1080.03 63.3994 1082.86 Q61.8398 1085.66 58.657 1087.51 M46.212 1067.58 Q39.7508 1067.58 36.0905 1070.26 Q32.3984 1072.9 32.3984 1077.54 Q32.3984 1082.19 36.0905 1084.86 Q39.7508 1087.51 46.212 1087.51 Q52.6732 1087.51 56.3653 1084.86 Q60.0256 1082.19 60.0256 1077.54 Q60.0256 1072.9 56.3653 1070.26 Q52.6732 1067.58 46.212 1067.58 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M32.4621 1037.98 Q32.4621 1042.69 36.1542 1045.43 Q39.8145 1048.17 46.212 1048.17 Q52.6095 1048.17 56.3017 1045.46 Q59.9619 1042.72 59.9619 1037.98 Q59.9619 1033.3 56.2698 1030.56 Q52.5777 1027.83 46.212 1027.83 Q39.8781 1027.83 36.186 1030.56 Q32.4621 1033.3 32.4621 1037.98 M27.4968 1037.98 Q27.4968 1030.34 32.4621 1025.98 Q37.4273 1021.62 46.212 1021.62 Q54.9649 1021.62 59.9619 1025.98 Q64.9272 1030.34 64.9272 1037.98 Q64.9272 1045.65 59.9619 1050.01 Q54.9649 1054.34 46.212 1054.34 Q37.4273 1054.34 32.4621 1050.01 Q27.4968 1045.65 27.4968 1037.98 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M33.8307 991.257 Q33.2578 992.243 33.0032 993.421 Q32.7167 994.567 32.7167 995.967 Q32.7167 1000.93 35.9632 1003.61 Q39.1779 1006.25 45.2253 1006.25 L64.0042 1006.25 L64.0042 1012.14 L28.3562 1012.14 L28.3562 1006.25 L33.8944 1006.25 Q30.6479 1004.4 29.0883 1001.44 Q27.4968 998.482 27.4968 994.248 Q27.4968 993.644 27.5923 992.912 Q27.656 992.18 27.8151 991.288 L33.8307 991.257 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M29.7248 960.892 L35.1993 960.892 Q33.8307 963.375 33.1623 965.889 Q32.4621 968.372 32.4621 970.918 Q32.4621 976.615 36.0905 979.767 Q39.6872 982.918 46.212 982.918 Q52.7369 982.918 56.3653 979.767 Q59.9619 976.615 59.9619 970.918 Q59.9619 968.372 59.2935 965.889 Q58.5933 963.375 57.2247 960.892 L62.6355 960.892 Q63.7814 963.343 64.3543 965.985 Q64.9272 968.595 64.9272 971.555 Q64.9272 979.607 59.8664 984.35 Q54.8057 989.092 46.212 989.092 Q37.491 989.092 32.4939 984.318 Q27.4968 979.512 27.4968 971.173 Q27.4968 968.467 28.0697 965.889 Q28.6108 963.311 29.7248 960.892 M64.0042 969.168 Q65.9775 967.417 67.6326 966.558 Q69.3195 965.698 70.8473 965.698 Q73.68 965.698 75.1123 967.608 Q76.5764 969.518 76.5764 973.273 Q76.5764 974.738 76.3855 976.138 Q76.1945 977.507 75.8125 978.875 L71.643 978.875 Q72.1841 977.793 72.4069 976.615 Q72.6615 975.438 72.6615 973.942 Q72.6615 972.064 71.8976 971.109 Q71.1337 970.154 69.6696 970.154 Q68.7148 970.154 67.3143 970.855 Q65.9457 971.523 64.0042 972.955 L64.0042 969.168 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M46.0847 934.506 Q46.0847 941.604 47.7079 944.341 Q49.3312 947.079 53.2461 947.079 Q56.3653 947.079 58.2114 945.042 Q60.0256 942.973 60.0256 939.44 Q60.0256 934.57 56.5881 931.642 Q53.1188 928.682 47.3897 928.682 L46.0847 928.682 L46.0847 934.506 M43.6657 922.825 L64.0042 922.825 L64.0042 928.682 L58.5933 928.682 Q61.8398 930.687 63.3994 933.679 Q64.9272 936.671 64.9272 940.999 Q64.9272 946.474 61.8716 949.72 Q58.7843 952.935 53.6281 952.935 Q47.6125 952.935 44.5569 948.925 Q41.5014 944.882 41.5014 936.893 L41.5014 928.682 L40.9285 928.682 Q36.8862 928.682 34.6901 931.355 Q32.4621 933.997 32.4621 938.803 Q32.4621 941.859 33.1941 944.755 Q33.9262 947.652 35.3903 950.325 L29.9795 950.325 Q28.7381 947.11 28.1334 944.087 Q27.4968 941.063 27.4968 938.198 Q27.4968 930.464 31.5072 926.645 Q35.5176 922.825 43.6657 922.825 M20.3991 938.071 L18.6485 939.885 Q18.0119 940.586 17.7255 941.127 Q17.4072 941.636 17.4072 942.05 Q17.4072 943.259 18.5848 943.832 Q19.7307 944.405 22.3406 944.469 L22.3406 948.447 Q18.0438 948.384 15.7203 946.76 Q13.365 945.137 13.365 942.241 Q13.365 941.031 13.8106 940.013 Q14.2562 938.994 15.3065 937.816 L17.0571 936.002 Q17.6936 935.302 18.0119 934.793 Q18.2984 934.252 18.2984 933.838 Q18.2984 932.628 17.1526 932.056 Q15.9749 931.483 13.365 931.419 L13.365 927.44 Q17.6618 927.504 20.0171 929.127 Q22.3406 930.751 22.3406 933.647 Q22.3406 934.856 21.895 935.875 Q21.4494 936.893 20.3991 938.071 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M32.4621 896.949 Q32.4621 901.659 36.1542 904.397 Q39.8145 907.134 46.212 907.134 Q52.6095 907.134 56.3017 904.428 Q59.9619 901.691 59.9619 896.949 Q59.9619 892.27 56.2698 889.533 Q52.5777 886.795 46.212 886.795 Q39.8781 886.795 36.186 889.533 Q32.4621 892.27 32.4621 896.949 M27.4968 896.949 Q27.4968 889.31 32.4621 884.949 Q37.4273 880.589 46.212 880.589 Q54.9649 880.589 59.9619 884.949 Q64.9272 889.31 64.9272 896.949 Q64.9272 904.619 59.9619 908.98 Q54.9649 913.309 46.212 913.309 Q37.4273 913.309 32.4621 908.98 Q27.4968 904.619 27.4968 896.949 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M33.7671 826.703 L14.479 826.703 L14.479 820.847 L64.0042 820.847 L64.0042 826.703 L58.657 826.703 Q61.8398 828.549 63.3994 831.382 Q64.9272 834.183 64.9272 838.13 Q64.9272 844.591 59.771 848.665 Q54.6147 852.707 46.212 852.707 Q37.8093 852.707 32.6531 848.665 Q27.4968 844.591 27.4968 838.13 Q27.4968 834.183 29.0564 831.382 Q30.5842 828.549 33.7671 826.703 M46.212 846.66 Q52.6732 846.66 56.3653 844.018 Q60.0256 841.344 60.0256 836.697 Q60.0256 832.05 56.3653 829.377 Q52.6732 826.703 46.212 826.703 Q39.7508 826.703 36.0905 829.377 Q32.3984 832.05 32.3984 836.697 Q32.3984 841.344 36.0905 844.018 Q39.7508 846.66 46.212 846.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M44.7161 778.292 L47.5806 778.292 L47.5806 805.219 Q53.6281 804.837 56.8109 801.59 Q59.9619 798.312 59.9619 792.487 Q59.9619 789.114 59.1344 785.963 Q58.3069 782.78 56.6518 779.661 L62.1899 779.661 Q63.5267 782.812 64.227 786.122 Q64.9272 789.432 64.9272 792.838 Q64.9272 801.368 59.9619 806.365 Q54.9967 811.33 46.5303 811.33 Q37.7774 811.33 32.6531 806.619 Q27.4968 801.877 27.4968 793.856 Q27.4968 786.663 32.1438 782.493 Q36.7589 778.292 44.7161 778.292 M42.9973 784.148 Q38.1912 784.212 35.3266 786.854 Q32.4621 789.464 32.4621 793.792 Q32.4621 798.694 35.2312 801.654 Q38.0002 804.582 43.0292 805.028 L42.9973 784.148 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M28.3562 747.959 L28.3562 742.103 L64.0042 742.103 L64.0042 747.959 L28.3562 747.959 M14.479 747.959 L14.479 742.103 L21.895 742.103 L21.895 747.959 L14.479 747.959 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M42.4881 700.216 L64.0042 700.216 L64.0042 706.073 L42.679 706.073 Q37.6183 706.073 35.1038 708.046 Q32.5894 710.02 32.5894 713.966 Q32.5894 718.709 35.6131 721.446 Q38.6368 724.183 43.8567 724.183 L64.0042 724.183 L64.0042 730.072 L28.3562 730.072 L28.3562 724.183 L33.8944 724.183 Q30.6797 722.083 29.0883 719.25 Q27.4968 716.385 27.4968 712.661 Q27.4968 706.519 31.3163 703.368 Q35.1038 700.216 42.4881 700.216 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M29.4065 665.81 L34.9447 665.81 Q33.6716 668.292 33.035 670.966 Q32.3984 673.64 32.3984 676.504 Q32.3984 680.865 33.7352 683.061 Q35.072 685.225 37.7456 685.225 Q39.7826 685.225 40.9603 683.666 Q42.1061 682.106 43.1565 677.395 L43.6021 675.39 Q44.9389 669.152 47.3897 666.542 Q49.8086 663.9 54.1691 663.9 Q59.1344 663.9 62.0308 667.847 Q64.9272 671.762 64.9272 678.637 Q64.9272 681.501 64.3543 684.621 Q63.8132 687.708 62.6992 691.145 L56.6518 691.145 Q58.3387 687.899 59.198 684.748 Q60.0256 681.597 60.0256 678.509 Q60.0256 674.372 58.6251 672.144 Q57.1929 669.916 54.6147 669.916 Q52.2276 669.916 50.9545 671.539 Q49.6813 673.13 48.5037 678.573 L48.0262 680.61 Q46.8804 686.053 44.5251 688.472 Q42.138 690.891 38.0002 690.891 Q32.9713 690.891 30.2341 687.326 Q27.4968 683.761 27.4968 677.204 Q27.4968 673.958 27.9743 671.093 Q28.4517 668.229 29.4065 665.81 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M44.7161 624.083 L47.5806 624.083 L47.5806 651.01 Q53.6281 650.628 56.8109 647.381 Q59.9619 644.103 59.9619 638.278 Q59.9619 634.904 59.1344 631.753 Q58.3069 628.57 56.6518 625.451 L62.1899 625.451 Q63.5267 628.602 64.227 631.912 Q64.9272 635.223 64.9272 638.628 Q64.9272 647.158 59.9619 652.155 Q54.9967 657.121 46.5303 657.121 Q37.7774 657.121 32.6531 652.41 Q27.4968 647.668 27.4968 639.647 Q27.4968 632.454 32.1438 628.284 Q36.7589 624.083 44.7161 624.083 M42.9973 629.939 Q38.1912 630.003 35.3266 632.645 Q32.4621 635.254 32.4621 639.583 Q32.4621 644.485 35.2312 647.445 Q38.0002 650.373 43.0292 650.819 L42.9973 629.939 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M18.2347 608.678 L28.3562 608.678 L28.3562 596.615 L32.9077 596.615 L32.9077 608.678 L52.2594 608.678 Q56.6199 608.678 57.8613 607.5 Q59.1026 606.29 59.1026 602.63 L59.1026 596.615 L64.0042 596.615 L64.0042 602.63 Q64.0042 609.41 61.4897 611.988 Q58.9434 614.566 52.2594 614.566 L32.9077 614.566 L32.9077 618.863 L28.3562 618.863 L28.3562 614.566 L18.2347 614.566 L18.2347 608.678 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M32.4621 575.099 Q32.4621 579.809 36.1542 582.546 Q39.8145 585.284 46.212 585.284 Q52.6095 585.284 56.3017 582.578 Q59.9619 579.841 59.9619 575.099 Q59.9619 570.42 56.2698 567.682 Q52.5777 564.945 46.212 564.945 Q39.8781 564.945 36.186 567.682 Q32.4621 570.42 32.4621 575.099 M27.4968 575.099 Q27.4968 567.46 32.4621 563.099 Q37.4273 558.739 46.212 558.739 Q54.9649 558.739 59.9619 563.099 Q64.9272 567.46 64.9272 575.099 Q64.9272 582.769 59.9619 587.13 Q54.9649 591.458 46.212 591.458 Q37.4273 591.458 32.4621 587.13 Q27.4968 582.769 27.4968 575.099 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M29.4065 526.305 L34.9447 526.305 Q33.6716 528.788 33.035 531.462 Q32.3984 534.135 32.3984 537 Q32.3984 541.36 33.7352 543.556 Q35.072 545.721 37.7456 545.721 Q39.7826 545.721 40.9603 544.161 Q42.1061 542.602 43.1565 537.891 L43.6021 535.886 Q44.9389 529.647 47.3897 527.037 Q49.8086 524.396 54.1691 524.396 Q59.1344 524.396 62.0308 528.342 Q64.9272 532.257 64.9272 539.132 Q64.9272 541.997 64.3543 545.116 Q63.8132 548.203 62.6992 551.641 L56.6518 551.641 Q58.3387 548.394 59.198 545.243 Q60.0256 542.092 60.0256 539.005 Q60.0256 534.867 58.6251 532.639 Q57.1929 530.411 54.6147 530.411 Q52.2276 530.411 50.9545 532.035 Q49.6813 533.626 48.5037 539.069 L48.0262 541.106 Q46.8804 546.548 44.5251 548.967 Q42.138 551.386 38.0002 551.386 Q32.9713 551.386 30.2341 547.821 Q27.4968 544.257 27.4968 537.7 Q27.4968 534.453 27.9743 531.589 Q28.4517 528.724 29.4065 526.305 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M35.1993 466.595 Q31.2526 464.399 29.3747 461.343 Q27.4968 458.288 27.4968 454.15 Q27.4968 448.58 31.4117 445.556 Q35.2948 442.533 42.4881 442.533 L64.0042 442.533 L64.0042 448.421 L42.679 448.421 Q37.5546 448.421 35.072 450.235 Q32.5894 452.049 32.5894 455.773 Q32.5894 460.325 35.6131 462.967 Q38.6368 465.608 43.8567 465.608 L64.0042 465.608 L64.0042 471.497 L42.679 471.497 Q37.5228 471.497 35.072 473.311 Q32.5894 475.125 32.5894 478.913 Q32.5894 483.401 35.6449 486.042 Q38.6686 488.684 43.8567 488.684 L64.0042 488.684 L64.0042 494.572 L28.3562 494.572 L28.3562 488.684 L33.8944 488.684 Q30.616 486.679 29.0564 483.878 Q27.4968 481.077 27.4968 477.226 Q27.4968 473.343 29.4702 470.637 Q31.4436 467.9 35.1993 466.595 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M32.4621 417.038 Q32.4621 421.749 36.1542 424.486 Q39.8145 427.223 46.212 427.223 Q52.6095 427.223 56.3017 424.518 Q59.9619 421.78 59.9619 417.038 Q59.9619 412.359 56.2698 409.622 Q52.5777 406.885 46.212 406.885 Q39.8781 406.885 36.186 409.622 Q32.4621 412.359 32.4621 417.038 M27.4968 417.038 Q27.4968 409.399 32.4621 405.039 Q37.4273 400.678 46.212 400.678 Q54.9649 400.678 59.9619 405.039 Q64.9272 409.399 64.9272 417.038 Q64.9272 424.709 59.9619 429.069 Q54.9649 433.398 46.212 433.398 Q37.4273 433.398 32.4621 429.069 Q27.4968 424.709 27.4968 417.038 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M33.8307 370.314 Q33.2578 371.3 33.0032 372.478 Q32.7167 373.624 32.7167 375.024 Q32.7167 379.99 35.9632 382.663 Q39.1779 385.305 45.2253 385.305 L64.0042 385.305 L64.0042 391.193 L28.3562 391.193 L28.3562 385.305 L33.8944 385.305 Q30.6479 383.459 29.0883 380.499 Q27.4968 377.539 27.4968 373.306 Q27.4968 372.701 27.5923 371.969 Q27.656 371.237 27.8151 370.346 L33.8307 370.314 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M18.2347 358.378 L28.3562 358.378 L28.3562 346.315 L32.9077 346.315 L32.9077 358.378 L52.2594 358.378 Q56.6199 358.378 57.8613 357.2 Q59.1026 355.991 59.1026 352.331 L59.1026 346.315 L64.0042 346.315 L64.0042 352.331 Q64.0042 359.11 61.4897 361.688 Q58.9434 364.266 52.2594 364.266 L32.9077 364.266 L32.9077 368.563 L28.3562 368.563 L28.3562 364.266 L18.2347 364.266 L18.2347 358.378 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M32.4621 324.799 Q32.4621 329.51 36.1542 332.247 Q39.8145 334.984 46.212 334.984 Q52.6095 334.984 56.3017 332.279 Q59.9619 329.541 59.9619 324.799 Q59.9619 320.12 56.2698 317.383 Q52.5777 314.646 46.212 314.646 Q39.8781 314.646 36.186 317.383 Q32.4621 320.12 32.4621 324.799 M27.4968 324.799 Q27.4968 317.16 32.4621 312.8 Q37.4273 308.439 46.212 308.439 Q54.9649 308.439 59.9619 312.8 Q64.9272 317.16 64.9272 324.799 Q64.9272 332.47 59.9619 336.83 Q54.9649 341.159 46.212 341.159 Q37.4273 341.159 32.4621 336.83 Q27.4968 332.47 27.4968 324.799 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip740)\" d=\"M29.4065 276.006 L34.9447 276.006 Q33.6716 278.488 33.035 281.162 Q32.3984 283.836 32.3984 286.7 Q32.3984 291.061 33.7352 293.257 Q35.072 295.421 37.7456 295.421 Q39.7826 295.421 40.9603 293.862 Q42.1061 292.302 43.1565 287.591 L43.6021 285.586 Q44.9389 279.348 47.3897 276.738 Q49.8086 274.096 54.1691 274.096 Q59.1344 274.096 62.0308 278.043 Q64.9272 281.958 64.9272 288.833 Q64.9272 291.697 64.3543 294.816 Q63.8132 297.904 62.6992 301.341 L56.6518 301.341 Q58.3387 298.095 59.198 294.944 Q60.0256 291.793 60.0256 288.705 Q60.0256 284.568 58.6251 282.34 Q57.1929 280.112 54.6147 280.112 Q52.2276 280.112 50.9545 281.735 Q49.6813 283.326 48.5037 288.769 L48.0262 290.806 Q46.8804 296.249 44.5251 298.668 Q42.138 301.087 38.0002 301.087 Q32.9713 301.087 30.2341 297.522 Q27.4968 293.957 27.4968 287.4 Q27.4968 284.154 27.9743 281.289 Q28.4517 278.425 29.4065 276.006 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><circle clip-path=\"url(#clip742)\" cx=\"2292.39\" cy=\"181.962\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip742)\" cx=\"1799.21\" cy=\"213.19\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip742)\" cx=\"1286.31\" cy=\"671.426\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip742)\" cx=\"1029.86\" cy=\"928.831\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip742)\" cx=\"793.135\" cy=\"1220.29\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip742)\" cx=\"280.231\" cy=\"1384.24\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip742)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"280.231,1332.03 300.556,1328.81 320.881,1325.4 341.206,1321.79 361.53,1317.96 381.855,1313.92 402.18,1309.64 422.505,1305.12 442.83,1300.35 463.155,1295.3 483.48,1289.97 503.804,1284.35 524.129,1278.42 544.454,1272.18 564.779,1265.59 585.104,1258.66 605.429,1251.37 625.753,1243.7 646.078,1235.64 666.403,1227.18 686.728,1218.31 707.053,1209 727.378,1199.25 747.703,1189.05 768.027,1178.39 788.352,1167.25 808.677,1155.63 829.002,1143.51 849.327,1130.9 869.652,1117.78 889.977,1104.15 910.301,1090.01 930.626,1075.36 950.951,1060.21 971.276,1044.54 991.601,1028.38 1011.93,1011.73 1032.25,994.602 1052.58,977.008 1072.9,958.965 1093.23,940.493 1113.55,921.613 1133.87,902.349 1154.2,882.728 1174.52,862.78 1194.85,842.535 1215.17,822.027 1235.5,801.291 1255.82,780.366 1276.15,759.288 1296.47,738.098 1316.8,716.837 1337.12,695.545 1357.45,674.264 1377.77,653.035 1398.1,631.9 1418.42,610.897 1438.75,590.066 1459.07,569.445 1479.4,549.071 1499.72,528.977 1520.05,509.197 1540.37,489.76 1560.7,470.694 1581.02,452.025 1601.35,433.775 1621.67,415.965 1642,398.613 1662.32,381.733 1682.65,365.338 1702.97,349.437 1723.3,334.039 1743.62,319.148 1763.95,304.767 1784.27,290.897 1804.59,277.536 1824.92,264.682 1845.24,252.33 1865.57,240.473 1885.89,229.105 1906.22,218.216 1926.54,207.796 1946.87,197.835 1967.19,188.321 1987.52,179.242 2007.84,170.586 2028.17,162.338 2048.49,154.486 2068.82,147.016 2089.14,139.915 2109.47,133.168 2129.79,126.762 2150.12,120.683 2170.44,114.918 2190.77,109.453 2211.09,104.275 2231.42,99.3716 2251.74,94.7303 2272.07,90.339 2292.39,86.1857 \"/>\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=\"clip790\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip790)\" d=\"M0 1600 L2400 1600 L2400 0 L0 0  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip791\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip790)\" d=\"M219.866 1423.18 L2352.76 1423.18 L2352.76 47.2441 L219.866 47.2441  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip792\">\n",
       "    <rect x=\"219\" y=\"47\" width=\"2134\" height=\"1377\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip792)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"280.231,1423.18 280.231,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip792)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"773.408,1423.18 773.408,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip792)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1266.58,1423.18 1266.58,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip792)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1759.76,1423.18 1759.76,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip792)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"2252.94,1423.18 2252.94,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip790)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,1423.18 2352.76,1423.18 \"/>\n",
       "<polyline clip-path=\"url(#clip790)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"280.231,1423.18 280.231,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip790)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"773.408,1423.18 773.408,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip790)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1266.58,1423.18 1266.58,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip790)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1759.76,1423.18 1759.76,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip790)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2252.94,1423.18 2252.94,1404.28 \"/>\n",
       "<path clip-path=\"url(#clip790)\" d=\"M257.615 1454.1 Q254.004 1454.1 252.176 1457.66 Q250.37 1461.2 250.37 1468.33 Q250.37 1475.44 252.176 1479.01 Q254.004 1482.55 257.615 1482.55 Q261.25 1482.55 263.055 1479.01 Q264.884 1475.44 264.884 1468.33 Q264.884 1461.2 263.055 1457.66 Q261.25 1454.1 257.615 1454.1 M257.615 1450.39 Q263.426 1450.39 266.481 1455 Q269.56 1459.58 269.56 1468.33 Q269.56 1477.06 266.481 1481.67 Q263.426 1486.25 257.615 1486.25 Q251.805 1486.25 248.727 1481.67 Q245.671 1477.06 245.671 1468.33 Q245.671 1459.58 248.727 1455 Q251.805 1450.39 257.615 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M277.777 1479.7 L282.662 1479.7 L282.662 1485.58 L277.777 1485.58 L277.777 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M302.847 1454.1 Q299.236 1454.1 297.407 1457.66 Q295.601 1461.2 295.601 1468.33 Q295.601 1475.44 297.407 1479.01 Q299.236 1482.55 302.847 1482.55 Q306.481 1482.55 308.286 1479.01 Q310.115 1475.44 310.115 1468.33 Q310.115 1461.2 308.286 1457.66 Q306.481 1454.1 302.847 1454.1 M302.847 1450.39 Q308.657 1450.39 311.712 1455 Q314.791 1459.58 314.791 1468.33 Q314.791 1477.06 311.712 1481.67 Q308.657 1486.25 302.847 1486.25 Q297.037 1486.25 293.958 1481.67 Q290.902 1477.06 290.902 1468.33 Q290.902 1459.58 293.958 1455 Q297.037 1450.39 302.847 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M745.144 1481.64 L761.463 1481.64 L761.463 1485.58 L739.519 1485.58 L739.519 1481.64 Q742.181 1478.89 746.764 1474.26 Q751.371 1469.61 752.551 1468.27 Q754.797 1465.74 755.676 1464.01 Q756.579 1462.25 756.579 1460.56 Q756.579 1457.8 754.634 1456.07 Q752.713 1454.33 749.611 1454.33 Q747.412 1454.33 744.959 1455.09 Q742.528 1455.86 739.75 1457.41 L739.75 1452.69 Q742.574 1451.55 745.028 1450.97 Q747.482 1450.39 749.519 1450.39 Q754.889 1450.39 758.084 1453.08 Q761.278 1455.77 761.278 1460.26 Q761.278 1462.39 760.468 1464.31 Q759.681 1466.2 757.574 1468.8 Q756.996 1469.47 753.894 1472.69 Q750.792 1475.88 745.144 1481.64 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M771.278 1479.7 L776.162 1479.7 L776.162 1485.58 L771.278 1485.58 L771.278 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M786.394 1451.02 L804.75 1451.02 L804.75 1454.96 L790.676 1454.96 L790.676 1463.43 Q791.694 1463.08 792.713 1462.92 Q793.732 1462.73 794.75 1462.73 Q800.537 1462.73 803.917 1465.9 Q807.296 1469.08 807.296 1474.49 Q807.296 1480.07 803.824 1483.17 Q800.352 1486.25 794.032 1486.25 Q791.857 1486.25 789.588 1485.88 Q787.343 1485.51 784.935 1484.77 L784.935 1480.07 Q787.019 1481.2 789.241 1481.76 Q791.463 1482.32 793.94 1482.32 Q797.944 1482.32 800.282 1480.21 Q802.62 1478.1 802.62 1474.49 Q802.62 1470.88 800.282 1468.77 Q797.944 1466.67 793.94 1466.67 Q792.065 1466.67 790.19 1467.08 Q788.338 1467.5 786.394 1468.38 L786.394 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M1233.75 1451.02 L1252.1 1451.02 L1252.1 1454.96 L1238.03 1454.96 L1238.03 1463.43 Q1239.05 1463.08 1240.07 1462.92 Q1241.09 1462.73 1242.1 1462.73 Q1247.89 1462.73 1251.27 1465.9 Q1254.65 1469.08 1254.65 1474.49 Q1254.65 1480.07 1251.18 1483.17 Q1247.71 1486.25 1241.39 1486.25 Q1239.21 1486.25 1236.94 1485.88 Q1234.7 1485.51 1232.29 1484.77 L1232.29 1480.07 Q1234.37 1481.2 1236.6 1481.76 Q1238.82 1482.32 1241.29 1482.32 Q1245.3 1482.32 1247.64 1480.21 Q1249.98 1478.1 1249.98 1474.49 Q1249.98 1470.88 1247.64 1468.77 Q1245.3 1466.67 1241.29 1466.67 Q1239.42 1466.67 1237.54 1467.08 Q1235.69 1467.5 1233.75 1468.38 L1233.75 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M1263.86 1479.7 L1268.75 1479.7 L1268.75 1485.58 L1263.86 1485.58 L1263.86 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M1288.93 1454.1 Q1285.32 1454.1 1283.49 1457.66 Q1281.69 1461.2 1281.69 1468.33 Q1281.69 1475.44 1283.49 1479.01 Q1285.32 1482.55 1288.93 1482.55 Q1292.57 1482.55 1294.37 1479.01 Q1296.2 1475.44 1296.2 1468.33 Q1296.2 1461.2 1294.37 1457.66 Q1292.57 1454.1 1288.93 1454.1 M1288.93 1450.39 Q1294.74 1450.39 1297.8 1455 Q1300.88 1459.58 1300.88 1468.33 Q1300.88 1477.06 1297.8 1481.67 Q1294.74 1486.25 1288.93 1486.25 Q1283.12 1486.25 1280.04 1481.67 Q1276.99 1477.06 1276.99 1468.33 Q1276.99 1459.58 1280.04 1455 Q1283.12 1450.39 1288.93 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M1726.08 1451.02 L1748.3 1451.02 L1748.3 1453.01 L1735.76 1485.58 L1730.87 1485.58 L1742.68 1454.96 L1726.08 1454.96 L1726.08 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M1757.42 1479.7 L1762.31 1479.7 L1762.31 1485.58 L1757.42 1485.58 L1757.42 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M1772.54 1451.02 L1790.89 1451.02 L1790.89 1454.96 L1776.82 1454.96 L1776.82 1463.43 Q1777.84 1463.08 1778.86 1462.92 Q1779.88 1462.73 1780.89 1462.73 Q1786.68 1462.73 1790.06 1465.9 Q1793.44 1469.08 1793.44 1474.49 Q1793.44 1480.07 1789.97 1483.17 Q1786.5 1486.25 1780.18 1486.25 Q1778 1486.25 1775.73 1485.88 Q1773.49 1485.51 1771.08 1484.77 L1771.08 1480.07 Q1773.16 1481.2 1775.39 1481.76 Q1777.61 1482.32 1780.08 1482.32 Q1784.09 1482.32 1786.43 1480.21 Q1788.76 1478.1 1788.76 1474.49 Q1788.76 1470.88 1786.43 1468.77 Q1784.09 1466.67 1780.08 1466.67 Q1778.21 1466.67 1776.33 1467.08 Q1774.48 1467.5 1772.54 1468.38 L1772.54 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M2205.01 1481.64 L2212.65 1481.64 L2212.65 1455.28 L2204.34 1456.95 L2204.34 1452.69 L2212.6 1451.02 L2217.28 1451.02 L2217.28 1481.64 L2224.92 1481.64 L2224.92 1485.58 L2205.01 1485.58 L2205.01 1481.64 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M2244.36 1454.1 Q2240.75 1454.1 2238.92 1457.66 Q2237.12 1461.2 2237.12 1468.33 Q2237.12 1475.44 2238.92 1479.01 Q2240.75 1482.55 2244.36 1482.55 Q2247.99 1482.55 2249.8 1479.01 Q2251.63 1475.44 2251.63 1468.33 Q2251.63 1461.2 2249.8 1457.66 Q2247.99 1454.1 2244.36 1454.1 M2244.36 1450.39 Q2250.17 1450.39 2253.23 1455 Q2256.31 1459.58 2256.31 1468.33 Q2256.31 1477.06 2253.23 1481.67 Q2250.17 1486.25 2244.36 1486.25 Q2238.55 1486.25 2235.47 1481.67 Q2232.42 1477.06 2232.42 1468.33 Q2232.42 1459.58 2235.47 1455 Q2238.55 1450.39 2244.36 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M2264.52 1479.7 L2269.41 1479.7 L2269.41 1485.58 L2264.52 1485.58 L2264.52 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M2289.59 1454.1 Q2285.98 1454.1 2284.15 1457.66 Q2282.35 1461.2 2282.35 1468.33 Q2282.35 1475.44 2284.15 1479.01 Q2285.98 1482.55 2289.59 1482.55 Q2293.23 1482.55 2295.03 1479.01 Q2296.86 1475.44 2296.86 1468.33 Q2296.86 1461.2 2295.03 1457.66 Q2293.23 1454.1 2289.59 1454.1 M2289.59 1450.39 Q2295.4 1450.39 2298.46 1455 Q2301.54 1459.58 2301.54 1468.33 Q2301.54 1477.06 2298.46 1481.67 Q2295.4 1486.25 2289.59 1486.25 Q2283.78 1486.25 2280.7 1481.67 Q2277.65 1477.06 2277.65 1468.33 Q2277.65 1459.58 2280.7 1455 Q2283.78 1450.39 2289.59 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M1215.6 1525.81 L1215.6 1562.76 L1223.37 1562.76 Q1233.21 1562.76 1237.76 1558.3 Q1242.34 1553.85 1242.34 1544.24 Q1242.34 1534.69 1237.76 1530.26 Q1233.21 1525.81 1223.37 1525.81 L1215.6 1525.81 M1209.17 1520.52 L1222.38 1520.52 Q1236.2 1520.52 1242.66 1526.28 Q1249.12 1532.01 1249.12 1544.24 Q1249.12 1556.52 1242.63 1562.28 Q1236.13 1568.04 1222.38 1568.04 L1209.17 1568.04 L1209.17 1520.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M1272.93 1536.5 Q1268.22 1536.5 1265.48 1540.19 Q1262.74 1543.85 1262.74 1550.25 Q1262.74 1556.65 1265.45 1560.34 Q1268.18 1564 1272.93 1564 Q1277.61 1564 1280.34 1560.31 Q1283.08 1556.62 1283.08 1550.25 Q1283.08 1543.92 1280.34 1540.23 Q1277.61 1536.5 1272.93 1536.5 M1272.93 1531.54 Q1280.57 1531.54 1284.93 1536.5 Q1289.29 1541.47 1289.29 1550.25 Q1289.29 1559 1284.93 1564 Q1280.57 1568.97 1272.93 1568.97 Q1265.26 1568.97 1260.9 1564 Q1256.57 1559 1256.57 1550.25 Q1256.57 1541.47 1260.9 1536.5 Q1265.26 1531.54 1272.93 1531.54 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M1321.72 1533.45 L1321.72 1538.98 Q1319.24 1537.71 1316.56 1537.07 Q1313.89 1536.44 1311.03 1536.44 Q1306.67 1536.44 1304.47 1537.77 Q1302.3 1539.11 1302.3 1541.79 Q1302.3 1543.82 1303.86 1545 Q1305.42 1546.15 1310.13 1547.2 L1312.14 1547.64 Q1318.38 1548.98 1320.99 1551.43 Q1323.63 1553.85 1323.63 1558.21 Q1323.63 1563.17 1319.68 1566.07 Q1315.77 1568.97 1308.89 1568.97 Q1306.03 1568.97 1302.91 1568.39 Q1299.82 1567.85 1296.38 1566.74 L1296.38 1560.69 Q1299.63 1562.38 1302.78 1563.24 Q1305.93 1564.07 1309.02 1564.07 Q1313.16 1564.07 1315.39 1562.66 Q1317.61 1561.23 1317.61 1558.65 Q1317.61 1556.27 1315.99 1554.99 Q1314.4 1553.72 1308.96 1552.54 L1306.92 1552.07 Q1301.48 1550.92 1299.06 1548.56 Q1296.64 1546.18 1296.64 1542.04 Q1296.64 1537.01 1300.2 1534.27 Q1303.77 1531.54 1310.33 1531.54 Q1313.57 1531.54 1316.44 1532.01 Q1319.3 1532.49 1321.72 1533.45 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M1363.45 1548.76 L1363.45 1551.62 L1336.52 1551.62 Q1336.9 1557.67 1340.15 1560.85 Q1343.43 1564 1349.25 1564 Q1352.63 1564 1355.78 1563.17 Q1358.96 1562.35 1362.08 1560.69 L1362.08 1566.23 Q1358.93 1567.57 1355.62 1568.27 Q1352.31 1568.97 1348.9 1568.97 Q1340.37 1568.97 1335.37 1564 Q1330.41 1559.04 1330.41 1550.57 Q1330.41 1541.82 1335.12 1536.69 Q1339.86 1531.54 1347.88 1531.54 Q1355.08 1531.54 1359.25 1536.18 Q1363.45 1540.8 1363.45 1548.76 M1357.59 1547.04 Q1357.53 1542.23 1354.89 1539.37 Q1352.28 1536.5 1347.95 1536.5 Q1343.05 1536.5 1340.09 1539.27 Q1337.16 1542.04 1336.71 1547.07 L1357.59 1547.04 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip792)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"219.866,1384.24 2352.76,1384.24 \"/>\n",
       "<polyline clip-path=\"url(#clip792)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"219.866,1110.99 2352.76,1110.99 \"/>\n",
       "<polyline clip-path=\"url(#clip792)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"219.866,837.749 2352.76,837.749 \"/>\n",
       "<polyline clip-path=\"url(#clip792)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"219.866,564.505 2352.76,564.505 \"/>\n",
       "<polyline clip-path=\"url(#clip792)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"219.866,291.26 2352.76,291.26 \"/>\n",
       "<polyline clip-path=\"url(#clip790)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,1423.18 219.866,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip790)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,1384.24 238.764,1384.24 \"/>\n",
       "<polyline clip-path=\"url(#clip790)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,1110.99 238.764,1110.99 \"/>\n",
       "<polyline clip-path=\"url(#clip790)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,837.749 238.764,837.749 \"/>\n",
       "<polyline clip-path=\"url(#clip790)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,564.505 238.764,564.505 \"/>\n",
       "<polyline clip-path=\"url(#clip790)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"219.866,291.26 238.764,291.26 \"/>\n",
       "<path clip-path=\"url(#clip790)\" d=\"M126.691 1370.04 Q123.08 1370.04 121.251 1373.6 Q119.445 1377.14 119.445 1384.27 Q119.445 1391.38 121.251 1394.94 Q123.08 1398.49 126.691 1398.49 Q130.325 1398.49 132.13 1394.94 Q133.959 1391.38 133.959 1384.27 Q133.959 1377.14 132.13 1373.6 Q130.325 1370.04 126.691 1370.04 M126.691 1366.33 Q132.501 1366.33 135.556 1370.94 Q138.635 1375.52 138.635 1384.27 Q138.635 1393 135.556 1397.61 Q132.501 1402.19 126.691 1402.19 Q120.88 1402.19 117.802 1397.61 Q114.746 1393 114.746 1384.27 Q114.746 1375.52 117.802 1370.94 Q120.88 1366.33 126.691 1366.33 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M146.853 1395.64 L151.737 1395.64 L151.737 1401.52 L146.853 1401.52 L146.853 1395.64 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M171.922 1370.04 Q168.311 1370.04 166.482 1373.6 Q164.677 1377.14 164.677 1384.27 Q164.677 1391.38 166.482 1394.94 Q168.311 1398.49 171.922 1398.49 Q175.556 1398.49 177.362 1394.94 Q179.19 1391.38 179.19 1384.27 Q179.19 1377.14 177.362 1373.6 Q175.556 1370.04 171.922 1370.04 M171.922 1366.33 Q177.732 1366.33 180.788 1370.94 Q183.866 1375.52 183.866 1384.27 Q183.866 1393 180.788 1397.61 Q177.732 1402.19 171.922 1402.19 Q166.112 1402.19 163.033 1397.61 Q159.978 1393 159.978 1384.27 Q159.978 1375.52 163.033 1370.94 Q166.112 1366.33 171.922 1366.33 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M128.288 1096.79 Q124.677 1096.79 122.848 1100.36 Q121.043 1103.9 121.043 1111.03 Q121.043 1118.13 122.848 1121.7 Q124.677 1125.24 128.288 1125.24 Q131.922 1125.24 133.728 1121.7 Q135.556 1118.13 135.556 1111.03 Q135.556 1103.9 133.728 1100.36 Q131.922 1096.79 128.288 1096.79 M128.288 1093.09 Q134.098 1093.09 137.154 1097.7 Q140.232 1102.28 140.232 1111.03 Q140.232 1119.76 137.154 1124.36 Q134.098 1128.94 128.288 1128.94 Q122.478 1128.94 119.399 1124.36 Q116.343 1119.76 116.343 1111.03 Q116.343 1102.28 119.399 1097.7 Q122.478 1093.09 128.288 1093.09 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M148.45 1122.39 L153.334 1122.39 L153.334 1128.27 L148.45 1128.27 L148.45 1122.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M167.547 1124.34 L183.866 1124.34 L183.866 1128.27 L161.922 1128.27 L161.922 1124.34 Q164.584 1121.58 169.167 1116.95 Q173.774 1112.3 174.954 1110.96 Q177.2 1108.44 178.079 1106.7 Q178.982 1104.94 178.982 1103.25 Q178.982 1100.5 177.038 1098.76 Q175.116 1097.02 172.014 1097.02 Q169.815 1097.02 167.362 1097.79 Q164.931 1098.55 162.153 1100.1 L162.153 1095.38 Q164.977 1094.25 167.431 1093.67 Q169.885 1093.09 171.922 1093.09 Q177.292 1093.09 180.487 1095.77 Q183.681 1098.46 183.681 1102.95 Q183.681 1105.08 182.871 1107 Q182.084 1108.9 179.977 1111.49 Q179.399 1112.16 176.297 1115.38 Q173.195 1118.57 167.547 1124.34 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M126.205 823.548 Q122.593 823.548 120.765 827.113 Q118.959 830.654 118.959 837.784 Q118.959 844.89 120.765 848.455 Q122.593 851.997 126.205 851.997 Q129.839 851.997 131.644 848.455 Q133.473 844.89 133.473 837.784 Q133.473 830.654 131.644 827.113 Q129.839 823.548 126.205 823.548 M126.205 819.844 Q132.015 819.844 135.07 824.451 Q138.149 829.034 138.149 837.784 Q138.149 846.511 135.07 851.117 Q132.015 855.7 126.205 855.7 Q120.394 855.7 117.316 851.117 Q114.26 846.511 114.26 837.784 Q114.26 829.034 117.316 824.451 Q120.394 819.844 126.205 819.844 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M146.366 849.15 L151.251 849.15 L151.251 855.029 L146.366 855.029 L146.366 849.15 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M174.283 824.543 L162.477 842.992 L174.283 842.992 L174.283 824.543 M173.056 820.469 L178.936 820.469 L178.936 842.992 L183.866 842.992 L183.866 846.881 L178.936 846.881 L178.936 855.029 L174.283 855.029 L174.283 846.881 L158.681 846.881 L158.681 842.367 L173.056 820.469 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M126.529 550.303 Q122.918 550.303 121.089 553.868 Q119.283 557.41 119.283 564.539 Q119.283 571.646 121.089 575.211 Q122.918 578.752 126.529 578.752 Q130.163 578.752 131.968 575.211 Q133.797 571.646 133.797 564.539 Q133.797 557.41 131.968 553.868 Q130.163 550.303 126.529 550.303 M126.529 546.6 Q132.339 546.6 135.394 551.206 Q138.473 555.789 138.473 564.539 Q138.473 573.266 135.394 577.873 Q132.339 582.456 126.529 582.456 Q120.718 582.456 117.64 577.873 Q114.584 573.266 114.584 564.539 Q114.584 555.789 117.64 551.206 Q120.718 546.6 126.529 546.6 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M146.691 575.905 L151.575 575.905 L151.575 581.785 L146.691 581.785 L146.691 575.905 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M172.339 562.641 Q169.19 562.641 167.339 564.794 Q165.51 566.947 165.51 570.697 Q165.51 574.423 167.339 576.599 Q169.19 578.752 172.339 578.752 Q175.487 578.752 177.315 576.599 Q179.167 574.423 179.167 570.697 Q179.167 566.947 177.315 564.794 Q175.487 562.641 172.339 562.641 M181.621 547.988 L181.621 552.248 Q179.862 551.414 178.056 550.975 Q176.274 550.535 174.514 550.535 Q169.885 550.535 167.431 553.66 Q165.001 556.785 164.653 563.104 Q166.019 561.09 168.079 560.025 Q170.139 558.937 172.616 558.937 Q177.825 558.937 180.834 562.109 Q183.866 565.257 183.866 570.697 Q183.866 576.021 180.718 579.238 Q177.57 582.456 172.339 582.456 Q166.343 582.456 163.172 577.873 Q160.001 573.266 160.001 564.539 Q160.001 556.345 163.89 551.484 Q167.778 546.6 174.329 546.6 Q176.089 546.6 177.871 546.947 Q179.676 547.294 181.621 547.988 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M126.783 277.059 Q123.172 277.059 121.343 280.623 Q119.538 284.165 119.538 291.295 Q119.538 298.401 121.343 301.966 Q123.172 305.508 126.783 305.508 Q130.417 305.508 132.223 301.966 Q134.052 298.401 134.052 291.295 Q134.052 284.165 132.223 280.623 Q130.417 277.059 126.783 277.059 M126.783 273.355 Q132.593 273.355 135.649 277.961 Q138.728 282.545 138.728 291.295 Q138.728 300.022 135.649 304.628 Q132.593 309.211 126.783 309.211 Q120.973 309.211 117.894 304.628 Q114.839 300.022 114.839 291.295 Q114.839 282.545 117.894 277.961 Q120.973 273.355 126.783 273.355 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M146.945 302.66 L151.829 302.66 L151.829 308.54 L146.945 308.54 L146.945 302.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M172.014 292.128 Q168.681 292.128 166.76 293.91 Q164.862 295.693 164.862 298.818 Q164.862 301.943 166.76 303.725 Q168.681 305.508 172.014 305.508 Q175.348 305.508 177.269 303.725 Q179.19 301.92 179.19 298.818 Q179.19 295.693 177.269 293.91 Q175.371 292.128 172.014 292.128 M167.339 290.137 Q164.329 289.397 162.64 287.336 Q160.973 285.276 160.973 282.313 Q160.973 278.17 163.913 275.762 Q166.876 273.355 172.014 273.355 Q177.176 273.355 180.116 275.762 Q183.056 278.17 183.056 282.313 Q183.056 285.276 181.366 287.336 Q179.7 289.397 176.714 290.137 Q180.093 290.924 181.968 293.216 Q183.866 295.508 183.866 298.818 Q183.866 303.841 180.788 306.526 Q177.732 309.211 172.014 309.211 Q166.297 309.211 163.218 306.526 Q160.163 303.841 160.163 298.818 Q160.163 295.508 162.061 293.216 Q163.959 290.924 167.339 290.137 M165.626 282.753 Q165.626 285.438 167.292 286.943 Q168.982 288.448 172.014 288.448 Q175.024 288.448 176.714 286.943 Q178.426 285.438 178.426 282.753 Q178.426 280.068 176.714 278.563 Q175.024 277.059 172.014 277.059 Q168.982 277.059 167.292 278.563 Q165.626 280.068 165.626 282.753 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M21.7677 1189.9 L39.6235 1189.9 L39.6235 1181.81 Q39.6235 1177.33 37.3 1174.88 Q34.9765 1172.42 30.6797 1172.42 Q26.4147 1172.42 24.0912 1174.88 Q21.7677 1177.33 21.7677 1181.81 L21.7677 1189.9 M16.4842 1196.33 L16.4842 1181.81 Q16.4842 1173.83 20.1126 1169.75 Q23.7092 1165.65 30.6797 1165.65 Q37.7138 1165.65 41.3104 1169.75 Q44.907 1173.83 44.907 1181.81 L44.907 1189.9 L64.0042 1189.9 L64.0042 1196.33 L16.4842 1196.33 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M33.8307 1137.76 Q33.2578 1138.75 33.0032 1139.93 Q32.7167 1141.07 32.7167 1142.47 Q32.7167 1147.44 35.9632 1150.11 Q39.1779 1152.75 45.2253 1152.75 L64.0042 1152.75 L64.0042 1158.64 L28.3562 1158.64 L28.3562 1152.75 L33.8944 1152.75 Q30.6479 1150.91 29.0883 1147.95 Q27.4968 1144.99 27.4968 1140.76 Q27.4968 1140.15 27.5923 1139.42 Q27.656 1138.69 27.8151 1137.8 L33.8307 1137.76 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M32.4621 1119.24 Q32.4621 1123.95 36.1542 1126.69 Q39.8145 1129.42 46.212 1129.42 Q52.6095 1129.42 56.3017 1126.72 Q59.9619 1123.98 59.9619 1119.24 Q59.9619 1114.56 56.2698 1111.82 Q52.5777 1109.09 46.212 1109.09 Q39.8781 1109.09 36.186 1111.82 Q32.4621 1114.56 32.4621 1119.24 M27.4968 1119.24 Q27.4968 1111.6 32.4621 1107.24 Q37.4273 1102.88 46.212 1102.88 Q54.9649 1102.88 59.9619 1107.24 Q64.9272 1111.6 64.9272 1119.24 Q64.9272 1126.91 59.9619 1131.27 Q54.9649 1135.6 46.212 1135.6 Q37.4273 1135.6 32.4621 1131.27 Q27.4968 1126.91 27.4968 1119.24 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M58.657 1087.51 L77.5631 1087.51 L77.5631 1093.39 L28.3562 1093.39 L28.3562 1087.51 L33.7671 1087.51 Q30.5842 1085.66 29.0564 1082.86 Q27.4968 1080.03 27.4968 1076.11 Q27.4968 1069.62 32.6531 1065.58 Q37.8093 1061.5 46.212 1061.5 Q54.6147 1061.5 59.771 1065.58 Q64.9272 1069.62 64.9272 1076.11 Q64.9272 1080.03 63.3994 1082.86 Q61.8398 1085.66 58.657 1087.51 M46.212 1067.58 Q39.7508 1067.58 36.0905 1070.26 Q32.3984 1072.9 32.3984 1077.54 Q32.3984 1082.19 36.0905 1084.86 Q39.7508 1087.51 46.212 1087.51 Q52.6732 1087.51 56.3653 1084.86 Q60.0256 1082.19 60.0256 1077.54 Q60.0256 1072.9 56.3653 1070.26 Q52.6732 1067.58 46.212 1067.58 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M32.4621 1037.98 Q32.4621 1042.69 36.1542 1045.43 Q39.8145 1048.17 46.212 1048.17 Q52.6095 1048.17 56.3017 1045.46 Q59.9619 1042.72 59.9619 1037.98 Q59.9619 1033.3 56.2698 1030.56 Q52.5777 1027.83 46.212 1027.83 Q39.8781 1027.83 36.186 1030.56 Q32.4621 1033.3 32.4621 1037.98 M27.4968 1037.98 Q27.4968 1030.34 32.4621 1025.98 Q37.4273 1021.62 46.212 1021.62 Q54.9649 1021.62 59.9619 1025.98 Q64.9272 1030.34 64.9272 1037.98 Q64.9272 1045.65 59.9619 1050.01 Q54.9649 1054.34 46.212 1054.34 Q37.4273 1054.34 32.4621 1050.01 Q27.4968 1045.65 27.4968 1037.98 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M33.8307 991.257 Q33.2578 992.243 33.0032 993.421 Q32.7167 994.567 32.7167 995.967 Q32.7167 1000.93 35.9632 1003.61 Q39.1779 1006.25 45.2253 1006.25 L64.0042 1006.25 L64.0042 1012.14 L28.3562 1012.14 L28.3562 1006.25 L33.8944 1006.25 Q30.6479 1004.4 29.0883 1001.44 Q27.4968 998.482 27.4968 994.248 Q27.4968 993.644 27.5923 992.912 Q27.656 992.18 27.8151 991.288 L33.8307 991.257 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M29.7248 960.892 L35.1993 960.892 Q33.8307 963.375 33.1623 965.889 Q32.4621 968.372 32.4621 970.918 Q32.4621 976.615 36.0905 979.767 Q39.6872 982.918 46.212 982.918 Q52.7369 982.918 56.3653 979.767 Q59.9619 976.615 59.9619 970.918 Q59.9619 968.372 59.2935 965.889 Q58.5933 963.375 57.2247 960.892 L62.6355 960.892 Q63.7814 963.343 64.3543 965.985 Q64.9272 968.595 64.9272 971.555 Q64.9272 979.607 59.8664 984.35 Q54.8057 989.092 46.212 989.092 Q37.491 989.092 32.4939 984.318 Q27.4968 979.512 27.4968 971.173 Q27.4968 968.467 28.0697 965.889 Q28.6108 963.311 29.7248 960.892 M64.0042 969.168 Q65.9775 967.417 67.6326 966.558 Q69.3195 965.698 70.8473 965.698 Q73.68 965.698 75.1123 967.608 Q76.5764 969.518 76.5764 973.273 Q76.5764 974.738 76.3855 976.138 Q76.1945 977.507 75.8125 978.875 L71.643 978.875 Q72.1841 977.793 72.4069 976.615 Q72.6615 975.438 72.6615 973.942 Q72.6615 972.064 71.8976 971.109 Q71.1337 970.154 69.6696 970.154 Q68.7148 970.154 67.3143 970.855 Q65.9457 971.523 64.0042 972.955 L64.0042 969.168 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M46.0847 934.506 Q46.0847 941.604 47.7079 944.341 Q49.3312 947.079 53.2461 947.079 Q56.3653 947.079 58.2114 945.042 Q60.0256 942.973 60.0256 939.44 Q60.0256 934.57 56.5881 931.642 Q53.1188 928.682 47.3897 928.682 L46.0847 928.682 L46.0847 934.506 M43.6657 922.825 L64.0042 922.825 L64.0042 928.682 L58.5933 928.682 Q61.8398 930.687 63.3994 933.679 Q64.9272 936.671 64.9272 940.999 Q64.9272 946.474 61.8716 949.72 Q58.7843 952.935 53.6281 952.935 Q47.6125 952.935 44.5569 948.925 Q41.5014 944.882 41.5014 936.893 L41.5014 928.682 L40.9285 928.682 Q36.8862 928.682 34.6901 931.355 Q32.4621 933.997 32.4621 938.803 Q32.4621 941.859 33.1941 944.755 Q33.9262 947.652 35.3903 950.325 L29.9795 950.325 Q28.7381 947.11 28.1334 944.087 Q27.4968 941.063 27.4968 938.198 Q27.4968 930.464 31.5072 926.645 Q35.5176 922.825 43.6657 922.825 M20.3991 938.071 L18.6485 939.885 Q18.0119 940.586 17.7255 941.127 Q17.4072 941.636 17.4072 942.05 Q17.4072 943.259 18.5848 943.832 Q19.7307 944.405 22.3406 944.469 L22.3406 948.447 Q18.0438 948.384 15.7203 946.76 Q13.365 945.137 13.365 942.241 Q13.365 941.031 13.8106 940.013 Q14.2562 938.994 15.3065 937.816 L17.0571 936.002 Q17.6936 935.302 18.0119 934.793 Q18.2984 934.252 18.2984 933.838 Q18.2984 932.628 17.1526 932.056 Q15.9749 931.483 13.365 931.419 L13.365 927.44 Q17.6618 927.504 20.0171 929.127 Q22.3406 930.751 22.3406 933.647 Q22.3406 934.856 21.895 935.875 Q21.4494 936.893 20.3991 938.071 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M32.4621 896.949 Q32.4621 901.659 36.1542 904.397 Q39.8145 907.134 46.212 907.134 Q52.6095 907.134 56.3017 904.428 Q59.9619 901.691 59.9619 896.949 Q59.9619 892.27 56.2698 889.533 Q52.5777 886.795 46.212 886.795 Q39.8781 886.795 36.186 889.533 Q32.4621 892.27 32.4621 896.949 M27.4968 896.949 Q27.4968 889.31 32.4621 884.949 Q37.4273 880.589 46.212 880.589 Q54.9649 880.589 59.9619 884.949 Q64.9272 889.31 64.9272 896.949 Q64.9272 904.619 59.9619 908.98 Q54.9649 913.309 46.212 913.309 Q37.4273 913.309 32.4621 908.98 Q27.4968 904.619 27.4968 896.949 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M33.7671 826.703 L14.479 826.703 L14.479 820.847 L64.0042 820.847 L64.0042 826.703 L58.657 826.703 Q61.8398 828.549 63.3994 831.382 Q64.9272 834.183 64.9272 838.13 Q64.9272 844.591 59.771 848.665 Q54.6147 852.707 46.212 852.707 Q37.8093 852.707 32.6531 848.665 Q27.4968 844.591 27.4968 838.13 Q27.4968 834.183 29.0564 831.382 Q30.5842 828.549 33.7671 826.703 M46.212 846.66 Q52.6732 846.66 56.3653 844.018 Q60.0256 841.344 60.0256 836.697 Q60.0256 832.05 56.3653 829.377 Q52.6732 826.703 46.212 826.703 Q39.7508 826.703 36.0905 829.377 Q32.3984 832.05 32.3984 836.697 Q32.3984 841.344 36.0905 844.018 Q39.7508 846.66 46.212 846.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M44.7161 778.292 L47.5806 778.292 L47.5806 805.219 Q53.6281 804.837 56.8109 801.59 Q59.9619 798.312 59.9619 792.487 Q59.9619 789.114 59.1344 785.963 Q58.3069 782.78 56.6518 779.661 L62.1899 779.661 Q63.5267 782.812 64.227 786.122 Q64.9272 789.432 64.9272 792.838 Q64.9272 801.368 59.9619 806.365 Q54.9967 811.33 46.5303 811.33 Q37.7774 811.33 32.6531 806.619 Q27.4968 801.877 27.4968 793.856 Q27.4968 786.663 32.1438 782.493 Q36.7589 778.292 44.7161 778.292 M42.9973 784.148 Q38.1912 784.212 35.3266 786.854 Q32.4621 789.464 32.4621 793.792 Q32.4621 798.694 35.2312 801.654 Q38.0002 804.582 43.0292 805.028 L42.9973 784.148 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M28.3562 747.959 L28.3562 742.103 L64.0042 742.103 L64.0042 747.959 L28.3562 747.959 M14.479 747.959 L14.479 742.103 L21.895 742.103 L21.895 747.959 L14.479 747.959 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M42.4881 700.216 L64.0042 700.216 L64.0042 706.073 L42.679 706.073 Q37.6183 706.073 35.1038 708.046 Q32.5894 710.02 32.5894 713.966 Q32.5894 718.709 35.6131 721.446 Q38.6368 724.183 43.8567 724.183 L64.0042 724.183 L64.0042 730.072 L28.3562 730.072 L28.3562 724.183 L33.8944 724.183 Q30.6797 722.083 29.0883 719.25 Q27.4968 716.385 27.4968 712.661 Q27.4968 706.519 31.3163 703.368 Q35.1038 700.216 42.4881 700.216 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M29.4065 665.81 L34.9447 665.81 Q33.6716 668.292 33.035 670.966 Q32.3984 673.64 32.3984 676.504 Q32.3984 680.865 33.7352 683.061 Q35.072 685.225 37.7456 685.225 Q39.7826 685.225 40.9603 683.666 Q42.1061 682.106 43.1565 677.395 L43.6021 675.39 Q44.9389 669.152 47.3897 666.542 Q49.8086 663.9 54.1691 663.9 Q59.1344 663.9 62.0308 667.847 Q64.9272 671.762 64.9272 678.637 Q64.9272 681.501 64.3543 684.621 Q63.8132 687.708 62.6992 691.145 L56.6518 691.145 Q58.3387 687.899 59.198 684.748 Q60.0256 681.597 60.0256 678.509 Q60.0256 674.372 58.6251 672.144 Q57.1929 669.916 54.6147 669.916 Q52.2276 669.916 50.9545 671.539 Q49.6813 673.13 48.5037 678.573 L48.0262 680.61 Q46.8804 686.053 44.5251 688.472 Q42.138 690.891 38.0002 690.891 Q32.9713 690.891 30.2341 687.326 Q27.4968 683.761 27.4968 677.204 Q27.4968 673.958 27.9743 671.093 Q28.4517 668.229 29.4065 665.81 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M44.7161 624.083 L47.5806 624.083 L47.5806 651.01 Q53.6281 650.628 56.8109 647.381 Q59.9619 644.103 59.9619 638.278 Q59.9619 634.904 59.1344 631.753 Q58.3069 628.57 56.6518 625.451 L62.1899 625.451 Q63.5267 628.602 64.227 631.912 Q64.9272 635.223 64.9272 638.628 Q64.9272 647.158 59.9619 652.155 Q54.9967 657.121 46.5303 657.121 Q37.7774 657.121 32.6531 652.41 Q27.4968 647.668 27.4968 639.647 Q27.4968 632.454 32.1438 628.284 Q36.7589 624.083 44.7161 624.083 M42.9973 629.939 Q38.1912 630.003 35.3266 632.645 Q32.4621 635.254 32.4621 639.583 Q32.4621 644.485 35.2312 647.445 Q38.0002 650.373 43.0292 650.819 L42.9973 629.939 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M18.2347 608.678 L28.3562 608.678 L28.3562 596.615 L32.9077 596.615 L32.9077 608.678 L52.2594 608.678 Q56.6199 608.678 57.8613 607.5 Q59.1026 606.29 59.1026 602.63 L59.1026 596.615 L64.0042 596.615 L64.0042 602.63 Q64.0042 609.41 61.4897 611.988 Q58.9434 614.566 52.2594 614.566 L32.9077 614.566 L32.9077 618.863 L28.3562 618.863 L28.3562 614.566 L18.2347 614.566 L18.2347 608.678 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M32.4621 575.099 Q32.4621 579.809 36.1542 582.546 Q39.8145 585.284 46.212 585.284 Q52.6095 585.284 56.3017 582.578 Q59.9619 579.841 59.9619 575.099 Q59.9619 570.42 56.2698 567.682 Q52.5777 564.945 46.212 564.945 Q39.8781 564.945 36.186 567.682 Q32.4621 570.42 32.4621 575.099 M27.4968 575.099 Q27.4968 567.46 32.4621 563.099 Q37.4273 558.739 46.212 558.739 Q54.9649 558.739 59.9619 563.099 Q64.9272 567.46 64.9272 575.099 Q64.9272 582.769 59.9619 587.13 Q54.9649 591.458 46.212 591.458 Q37.4273 591.458 32.4621 587.13 Q27.4968 582.769 27.4968 575.099 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M29.4065 526.305 L34.9447 526.305 Q33.6716 528.788 33.035 531.462 Q32.3984 534.135 32.3984 537 Q32.3984 541.36 33.7352 543.556 Q35.072 545.721 37.7456 545.721 Q39.7826 545.721 40.9603 544.161 Q42.1061 542.602 43.1565 537.891 L43.6021 535.886 Q44.9389 529.647 47.3897 527.037 Q49.8086 524.396 54.1691 524.396 Q59.1344 524.396 62.0308 528.342 Q64.9272 532.257 64.9272 539.132 Q64.9272 541.997 64.3543 545.116 Q63.8132 548.203 62.6992 551.641 L56.6518 551.641 Q58.3387 548.394 59.198 545.243 Q60.0256 542.092 60.0256 539.005 Q60.0256 534.867 58.6251 532.639 Q57.1929 530.411 54.6147 530.411 Q52.2276 530.411 50.9545 532.035 Q49.6813 533.626 48.5037 539.069 L48.0262 541.106 Q46.8804 546.548 44.5251 548.967 Q42.138 551.386 38.0002 551.386 Q32.9713 551.386 30.2341 547.821 Q27.4968 544.257 27.4968 537.7 Q27.4968 534.453 27.9743 531.589 Q28.4517 528.724 29.4065 526.305 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M35.1993 466.595 Q31.2526 464.399 29.3747 461.343 Q27.4968 458.288 27.4968 454.15 Q27.4968 448.58 31.4117 445.556 Q35.2948 442.533 42.4881 442.533 L64.0042 442.533 L64.0042 448.421 L42.679 448.421 Q37.5546 448.421 35.072 450.235 Q32.5894 452.049 32.5894 455.773 Q32.5894 460.325 35.6131 462.967 Q38.6368 465.608 43.8567 465.608 L64.0042 465.608 L64.0042 471.497 L42.679 471.497 Q37.5228 471.497 35.072 473.311 Q32.5894 475.125 32.5894 478.913 Q32.5894 483.401 35.6449 486.042 Q38.6686 488.684 43.8567 488.684 L64.0042 488.684 L64.0042 494.572 L28.3562 494.572 L28.3562 488.684 L33.8944 488.684 Q30.616 486.679 29.0564 483.878 Q27.4968 481.077 27.4968 477.226 Q27.4968 473.343 29.4702 470.637 Q31.4436 467.9 35.1993 466.595 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M32.4621 417.038 Q32.4621 421.749 36.1542 424.486 Q39.8145 427.223 46.212 427.223 Q52.6095 427.223 56.3017 424.518 Q59.9619 421.78 59.9619 417.038 Q59.9619 412.359 56.2698 409.622 Q52.5777 406.885 46.212 406.885 Q39.8781 406.885 36.186 409.622 Q32.4621 412.359 32.4621 417.038 M27.4968 417.038 Q27.4968 409.399 32.4621 405.039 Q37.4273 400.678 46.212 400.678 Q54.9649 400.678 59.9619 405.039 Q64.9272 409.399 64.9272 417.038 Q64.9272 424.709 59.9619 429.069 Q54.9649 433.398 46.212 433.398 Q37.4273 433.398 32.4621 429.069 Q27.4968 424.709 27.4968 417.038 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M33.8307 370.314 Q33.2578 371.3 33.0032 372.478 Q32.7167 373.624 32.7167 375.024 Q32.7167 379.99 35.9632 382.663 Q39.1779 385.305 45.2253 385.305 L64.0042 385.305 L64.0042 391.193 L28.3562 391.193 L28.3562 385.305 L33.8944 385.305 Q30.6479 383.459 29.0883 380.499 Q27.4968 377.539 27.4968 373.306 Q27.4968 372.701 27.5923 371.969 Q27.656 371.237 27.8151 370.346 L33.8307 370.314 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M18.2347 358.378 L28.3562 358.378 L28.3562 346.315 L32.9077 346.315 L32.9077 358.378 L52.2594 358.378 Q56.6199 358.378 57.8613 357.2 Q59.1026 355.991 59.1026 352.331 L59.1026 346.315 L64.0042 346.315 L64.0042 352.331 Q64.0042 359.11 61.4897 361.688 Q58.9434 364.266 52.2594 364.266 L32.9077 364.266 L32.9077 368.563 L28.3562 368.563 L28.3562 364.266 L18.2347 364.266 L18.2347 358.378 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M32.4621 324.799 Q32.4621 329.51 36.1542 332.247 Q39.8145 334.984 46.212 334.984 Q52.6095 334.984 56.3017 332.279 Q59.9619 329.541 59.9619 324.799 Q59.9619 320.12 56.2698 317.383 Q52.5777 314.646 46.212 314.646 Q39.8781 314.646 36.186 317.383 Q32.4621 320.12 32.4621 324.799 M27.4968 324.799 Q27.4968 317.16 32.4621 312.8 Q37.4273 308.439 46.212 308.439 Q54.9649 308.439 59.9619 312.8 Q64.9272 317.16 64.9272 324.799 Q64.9272 332.47 59.9619 336.83 Q54.9649 341.159 46.212 341.159 Q37.4273 341.159 32.4621 336.83 Q27.4968 332.47 27.4968 324.799 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip790)\" d=\"M29.4065 276.006 L34.9447 276.006 Q33.6716 278.488 33.035 281.162 Q32.3984 283.836 32.3984 286.7 Q32.3984 291.061 33.7352 293.257 Q35.072 295.421 37.7456 295.421 Q39.7826 295.421 40.9603 293.862 Q42.1061 292.302 43.1565 287.591 L43.6021 285.586 Q44.9389 279.348 47.3897 276.738 Q49.8086 274.096 54.1691 274.096 Q59.1344 274.096 62.0308 278.043 Q64.9272 281.958 64.9272 288.833 Q64.9272 291.697 64.3543 294.816 Q63.8132 297.904 62.6992 301.341 L56.6518 301.341 Q58.3387 298.095 59.198 294.944 Q60.0256 291.793 60.0256 288.705 Q60.0256 284.568 58.6251 282.34 Q57.1929 280.112 54.6147 280.112 Q52.2276 280.112 50.9545 281.735 Q49.6813 283.326 48.5037 288.769 L48.0262 290.806 Q46.8804 296.249 44.5251 298.668 Q42.138 301.087 38.0002 301.087 Q32.9713 301.087 30.2341 297.522 Q27.4968 293.957 27.4968 287.4 Q27.4968 284.154 27.9743 281.289 Q28.4517 278.425 29.4065 276.006 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><circle clip-path=\"url(#clip792)\" cx=\"2292.39\" cy=\"181.962\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip792)\" cx=\"1799.21\" cy=\"213.19\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip792)\" cx=\"1286.31\" cy=\"671.426\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip792)\" cx=\"1029.86\" cy=\"928.831\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip792)\" cx=\"793.135\" cy=\"1220.29\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip792)\" cx=\"280.231\" cy=\"1384.24\" r=\"14.4\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip792)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"280.231,1332.03 300.556,1328.81 320.881,1325.4 341.206,1321.79 361.53,1317.96 381.855,1313.92 402.18,1309.64 422.505,1305.12 442.83,1300.35 463.155,1295.3 483.48,1289.97 503.804,1284.35 524.129,1278.42 544.454,1272.18 564.779,1265.59 585.104,1258.66 605.429,1251.37 625.753,1243.7 646.078,1235.64 666.403,1227.18 686.728,1218.31 707.053,1209 727.378,1199.25 747.703,1189.05 768.027,1178.39 788.352,1167.25 808.677,1155.63 829.002,1143.51 849.327,1130.9 869.652,1117.78 889.977,1104.15 910.301,1090.01 930.626,1075.36 950.951,1060.21 971.276,1044.54 991.601,1028.38 1011.93,1011.73 1032.25,994.602 1052.58,977.008 1072.9,958.965 1093.23,940.493 1113.55,921.613 1133.87,902.349 1154.2,882.728 1174.52,862.78 1194.85,842.535 1215.17,822.027 1235.5,801.291 1255.82,780.366 1276.15,759.288 1296.47,738.098 1316.8,716.837 1337.12,695.545 1357.45,674.264 1377.77,653.035 1398.1,631.9 1418.42,610.897 1438.75,590.066 1459.07,569.445 1479.4,549.071 1499.72,528.977 1520.05,509.197 1540.37,489.76 1560.7,470.694 1581.02,452.025 1601.35,433.775 1621.67,415.965 1642,398.613 1662.32,381.733 1682.65,365.338 1702.97,349.437 1723.3,334.039 1743.62,319.148 1763.95,304.767 1784.27,290.897 1804.59,277.536 1824.92,264.682 1845.24,252.33 1865.57,240.473 1885.89,229.105 1906.22,218.216 1926.54,207.796 1946.87,197.835 1967.19,188.321 1987.52,179.242 2007.84,170.586 2028.17,162.338 2048.49,154.486 2068.82,147.016 2089.14,139.915 2109.47,133.168 2129.79,126.762 2150.12,120.683 2170.44,114.918 2190.77,109.453 2211.09,104.275 2231.42,99.3716 2251.74,94.7303 2272.07,90.339 2292.39,86.1857 \"/>\n",
       "</svg>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = range(dose[1], dose[end], 100)\n",
    "plot!(x, predict(model, DataFrame(dose=x)), line=:line)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "## Intervalos de confiança assintóticos\n",
    "# Aproximação pela dist. normal inclusa no resumo do modelo\n",
    "\n",
    "# Intervalos de confiança (veros. perfilada)\n",
    "# (por fazer)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Funções de ligação\n",
    "As funções de ligação logito (regressão logística), probito e complemento log-log são bastante utilizadas no\n",
    "modelo binomial. As expressões são dadas abaixo, sendo que $\\eta = x > \\beta \\in R$ é o preditor linear, $\\pi = \\mu / m$ e $\\Phi$ denota a função distribuição acumulada da distribuição normal $(0, 1)$.\n",
    "\n",
    "$$\\log\\left(\\frac{\\pi}{1-\\pi}\\right) = \\eta, \\quad \\pi = \\frac{e^\\eta}{1 + e^\\eta}: \\quad \\text{logito},\\tag{1}$$\n",
    "\n",
    "$$\\Phi^{-1} \\left(\\pi\\right) = \\eta, \\quad \\pi = \\Phi \\left(\\eta\\right): \\quad \\text{probito},\\tag{2}$$\n",
    "\n",
    "$$\\log\\left(-\\log\\left(1-\\pi\\right)\\right) = \\eta, \\quad \\pi = 1- \\exp\\left(-\\exp\\left(\\eta\\right)\\right): \\quad \\text{complemento log-log}.\\tag{3}$$\n",
    "\n",
    "As funções de ligação logito e probito são simétricas, significando que $\\pi\\left(\\eta\\right) = 1 - \\pi\\left(-\\eta\\right)$ para todo $\\eta \\in \\mathbb{R}$. Com a função de ligação complemento log-log, temos $\\pi\\left(\\eta\\right) \\geq 1 - \\pi\\left(-\\eta\\right)$ para todo $\\eta > 0$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "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=\"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=\"M249.542 1423.18 L2352.76 1423.18 L2352.76 47.2441 L249.542 47.2441  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip832\">\n",
       "    <rect x=\"249\" y=\"47\" width=\"2104\" 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=\"309.067,1423.18 309.067,47.2441 \"/>\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=\"805.108,1423.18 805.108,47.2441 \"/>\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=\"1301.15,1423.18 1301.15,47.2441 \"/>\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=\"1797.19,1423.18 1797.19,47.2441 \"/>\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=\"2293.23,1423.18 2293.23,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"249.542,1423.18 2352.76,1423.18 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"309.067,1423.18 309.067,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"805.108,1423.18 805.108,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1301.15,1423.18 1301.15,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1797.19,1423.18 1797.19,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2293.23,1423.18 2293.23,1404.28 \"/>\n",
       "<path clip-path=\"url(#clip830)\" d=\"M277.968 1468.75 L307.643 1468.75 L307.643 1472.69 L277.968 1472.69 L277.968 1468.75 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M330.583 1455.09 L318.778 1473.54 L330.583 1473.54 L330.583 1455.09 M329.356 1451.02 L335.236 1451.02 L335.236 1473.54 L340.166 1473.54 L340.166 1477.43 L335.236 1477.43 L335.236 1485.58 L330.583 1485.58 L330.583 1477.43 L314.981 1477.43 L314.981 1472.92 L329.356 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M775.05 1468.75 L804.726 1468.75 L804.726 1472.69 L775.05 1472.69 L775.05 1468.75 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M818.846 1481.64 L835.166 1481.64 L835.166 1485.58 L813.221 1485.58 L813.221 1481.64 Q815.883 1478.89 820.467 1474.26 Q825.073 1469.61 826.254 1468.27 Q828.499 1465.74 829.379 1464.01 Q830.281 1462.25 830.281 1460.56 Q830.281 1457.8 828.337 1456.07 Q826.416 1454.33 823.314 1454.33 Q821.115 1454.33 818.661 1455.09 Q816.231 1455.86 813.453 1457.41 L813.453 1452.69 Q816.277 1451.55 818.731 1450.97 Q821.184 1450.39 823.221 1450.39 Q828.592 1450.39 831.786 1453.08 Q834.98 1455.77 834.98 1460.26 Q834.98 1462.39 834.17 1464.31 Q833.383 1466.2 831.277 1468.8 Q830.698 1469.47 827.596 1472.69 Q824.494 1475.88 818.846 1481.64 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M1301.15 1454.1 Q1297.54 1454.1 1295.71 1457.66 Q1293.9 1461.2 1293.9 1468.33 Q1293.9 1475.44 1295.71 1479.01 Q1297.54 1482.55 1301.15 1482.55 Q1304.78 1482.55 1306.59 1479.01 Q1308.42 1475.44 1308.42 1468.33 Q1308.42 1461.2 1306.59 1457.66 Q1304.78 1454.1 1301.15 1454.1 M1301.15 1450.39 Q1306.96 1450.39 1310.01 1455 Q1313.09 1459.58 1313.09 1468.33 Q1313.09 1477.06 1310.01 1481.67 Q1306.96 1486.25 1301.15 1486.25 Q1295.34 1486.25 1292.26 1481.67 Q1289.2 1477.06 1289.2 1468.33 Q1289.2 1459.58 1292.26 1455 Q1295.34 1450.39 1301.15 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M1791.84 1481.64 L1808.16 1481.64 L1808.16 1485.58 L1786.22 1485.58 L1786.22 1481.64 Q1788.88 1478.89 1793.46 1474.26 Q1798.07 1469.61 1799.25 1468.27 Q1801.5 1465.74 1802.38 1464.01 Q1803.28 1462.25 1803.28 1460.56 Q1803.28 1457.8 1801.33 1456.07 Q1799.41 1454.33 1796.31 1454.33 Q1794.11 1454.33 1791.66 1455.09 Q1789.23 1455.86 1786.45 1457.41 L1786.45 1452.69 Q1789.27 1451.55 1791.73 1450.97 Q1794.18 1450.39 1796.22 1450.39 Q1801.59 1450.39 1804.78 1453.08 Q1807.98 1455.77 1807.98 1460.26 Q1807.98 1462.39 1807.17 1464.31 Q1806.38 1466.2 1804.27 1468.8 Q1803.69 1469.47 1800.59 1472.69 Q1797.49 1475.88 1791.84 1481.64 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M2296.24 1455.09 L2284.43 1473.54 L2296.24 1473.54 L2296.24 1455.09 M2295.01 1451.02 L2300.89 1451.02 L2300.89 1473.54 L2305.82 1473.54 L2305.82 1477.43 L2300.89 1477.43 L2300.89 1485.58 L2296.24 1485.58 L2296.24 1477.43 L2280.64 1477.43 L2280.64 1472.92 L2295.01 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M1316.08 1546.53 L1316.08 1581.6 L1310.22 1581.6 L1310.22 1546.72 Q1310.22 1541.66 1308.25 1539.14 Q1306.27 1536.63 1302.33 1536.63 Q1297.58 1536.63 1294.85 1539.65 Q1292.11 1542.68 1292.11 1547.9 L1292.11 1568.04 L1286.22 1568.04 L1286.22 1532.4 L1292.11 1532.4 L1292.11 1537.93 Q1294.21 1534.72 1297.04 1533.13 Q1299.91 1531.54 1303.63 1531.54 Q1309.77 1531.54 1312.93 1535.32 Q1316.08 1539.14 1316.08 1546.53 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip832)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"249.542,1384.28 2352.76,1384.28 \"/>\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=\"249.542,1059.76 2352.76,1059.76 \"/>\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=\"249.542,735.233 2352.76,735.233 \"/>\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=\"249.542,410.709 2352.76,410.709 \"/>\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=\"249.542,86.1857 2352.76,86.1857 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"249.542,1423.18 249.542,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"249.542,1384.28 268.44,1384.28 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"249.542,1059.76 268.44,1059.76 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"249.542,735.233 268.44,735.233 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"249.542,410.709 268.44,410.709 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"249.542,86.1857 268.44,86.1857 \"/>\n",
       "<path clip-path=\"url(#clip830)\" d=\"M126.205 1370.08 Q122.593 1370.08 120.765 1373.64 Q118.959 1377.18 118.959 1384.31 Q118.959 1391.42 120.765 1394.99 Q122.593 1398.53 126.205 1398.53 Q129.839 1398.53 131.644 1394.99 Q133.473 1391.42 133.473 1384.31 Q133.473 1377.18 131.644 1373.64 Q129.839 1370.08 126.205 1370.08 M126.205 1366.37 Q132.015 1366.37 135.07 1370.98 Q138.149 1375.56 138.149 1384.31 Q138.149 1393.04 135.07 1397.65 Q132.015 1402.23 126.205 1402.23 Q120.394 1402.23 117.316 1397.65 Q114.26 1393.04 114.26 1384.31 Q114.26 1375.56 117.316 1370.98 Q120.394 1366.37 126.205 1366.37 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M146.366 1395.68 L151.251 1395.68 L151.251 1401.56 L146.366 1401.56 L146.366 1395.68 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M171.436 1370.08 Q167.825 1370.08 165.996 1373.64 Q164.19 1377.18 164.19 1384.31 Q164.19 1391.42 165.996 1394.99 Q167.825 1398.53 171.436 1398.53 Q175.07 1398.53 176.876 1394.99 Q178.704 1391.42 178.704 1384.31 Q178.704 1377.18 176.876 1373.64 Q175.07 1370.08 171.436 1370.08 M171.436 1366.37 Q177.246 1366.37 180.301 1370.98 Q183.38 1375.56 183.38 1384.31 Q183.38 1393.04 180.301 1397.65 Q177.246 1402.23 171.436 1402.23 Q165.626 1402.23 162.547 1397.65 Q159.491 1393.04 159.491 1384.31 Q159.491 1375.56 162.547 1370.98 Q165.626 1366.37 171.436 1366.37 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M201.598 1370.08 Q197.987 1370.08 196.158 1373.64 Q194.352 1377.18 194.352 1384.31 Q194.352 1391.42 196.158 1394.99 Q197.987 1398.53 201.598 1398.53 Q205.232 1398.53 207.037 1394.99 Q208.866 1391.42 208.866 1384.31 Q208.866 1377.18 207.037 1373.64 Q205.232 1370.08 201.598 1370.08 M201.598 1366.37 Q207.408 1366.37 210.463 1370.98 Q213.542 1375.56 213.542 1384.31 Q213.542 1393.04 210.463 1397.65 Q207.408 1402.23 201.598 1402.23 Q195.787 1402.23 192.709 1397.65 Q189.653 1393.04 189.653 1384.31 Q189.653 1375.56 192.709 1370.98 Q195.787 1366.37 201.598 1366.37 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M127.2 1045.55 Q123.589 1045.55 121.76 1049.12 Q119.955 1052.66 119.955 1059.79 Q119.955 1066.9 121.76 1070.46 Q123.589 1074 127.2 1074 Q130.834 1074 132.64 1070.46 Q134.468 1066.9 134.468 1059.79 Q134.468 1052.66 132.64 1049.12 Q130.834 1045.55 127.2 1045.55 M127.2 1041.85 Q133.01 1041.85 136.066 1046.46 Q139.144 1051.04 139.144 1059.79 Q139.144 1068.52 136.066 1073.12 Q133.01 1077.71 127.2 1077.71 Q121.39 1077.71 118.311 1073.12 Q115.256 1068.52 115.256 1059.79 Q115.256 1051.04 118.311 1046.46 Q121.39 1041.85 127.2 1041.85 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M147.362 1071.16 L152.246 1071.16 L152.246 1077.04 L147.362 1077.04 L147.362 1071.16 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M166.459 1073.1 L182.778 1073.1 L182.778 1077.04 L160.834 1077.04 L160.834 1073.1 Q163.496 1070.35 168.079 1065.72 Q172.686 1061.06 173.866 1059.72 Q176.112 1057.2 176.991 1055.46 Q177.894 1053.7 177.894 1052.01 Q177.894 1049.26 175.95 1047.52 Q174.028 1045.79 170.927 1045.79 Q168.727 1045.79 166.274 1046.55 Q163.843 1047.31 161.065 1048.86 L161.065 1044.14 Q163.89 1043.01 166.343 1042.43 Q168.797 1041.85 170.834 1041.85 Q176.204 1041.85 179.399 1044.54 Q182.593 1047.22 182.593 1051.71 Q182.593 1053.84 181.783 1055.76 Q180.996 1057.66 178.889 1060.25 Q178.311 1060.92 175.209 1064.14 Q172.107 1067.34 166.459 1073.1 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M192.639 1042.48 L210.996 1042.48 L210.996 1046.41 L196.922 1046.41 L196.922 1054.88 Q197.94 1054.54 198.959 1054.37 Q199.977 1054.19 200.996 1054.19 Q206.783 1054.19 210.162 1057.36 Q213.542 1060.53 213.542 1065.95 Q213.542 1071.53 210.07 1074.63 Q206.598 1077.71 200.278 1077.71 Q198.102 1077.71 195.834 1077.34 Q193.588 1076.97 191.181 1076.23 L191.181 1071.53 Q193.264 1072.66 195.487 1073.22 Q197.709 1073.77 200.186 1073.77 Q204.19 1073.77 206.528 1071.67 Q208.866 1069.56 208.866 1065.95 Q208.866 1062.34 206.528 1060.23 Q204.19 1058.12 200.186 1058.12 Q198.311 1058.12 196.436 1058.54 Q194.584 1058.96 192.639 1059.84 L192.639 1042.48 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M126.205 721.031 Q122.593 721.031 120.765 724.596 Q118.959 728.138 118.959 735.267 Q118.959 742.374 120.765 745.938 Q122.593 749.48 126.205 749.48 Q129.839 749.48 131.644 745.938 Q133.473 742.374 133.473 735.267 Q133.473 728.138 131.644 724.596 Q129.839 721.031 126.205 721.031 M126.205 717.328 Q132.015 717.328 135.07 721.934 Q138.149 726.517 138.149 735.267 Q138.149 743.994 135.07 748.601 Q132.015 753.184 126.205 753.184 Q120.394 753.184 117.316 748.601 Q114.26 743.994 114.26 735.267 Q114.26 726.517 117.316 721.934 Q120.394 717.328 126.205 717.328 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M146.366 746.633 L151.251 746.633 L151.251 752.513 L146.366 752.513 L146.366 746.633 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M161.482 717.953 L179.839 717.953 L179.839 721.888 L165.765 721.888 L165.765 730.36 Q166.783 730.013 167.802 729.851 Q168.82 729.665 169.839 729.665 Q175.626 729.665 179.005 732.837 Q182.385 736.008 182.385 741.425 Q182.385 747.003 178.913 750.105 Q175.44 753.184 169.121 753.184 Q166.945 753.184 164.677 752.813 Q162.431 752.443 160.024 751.702 L160.024 747.003 Q162.107 748.138 164.329 748.693 Q166.552 749.249 169.028 749.249 Q173.033 749.249 175.371 747.142 Q177.709 745.036 177.709 741.425 Q177.709 737.814 175.371 735.707 Q173.033 733.601 169.028 733.601 Q167.153 733.601 165.278 734.017 Q163.427 734.434 161.482 735.314 L161.482 717.953 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M201.598 721.031 Q197.987 721.031 196.158 724.596 Q194.352 728.138 194.352 735.267 Q194.352 742.374 196.158 745.938 Q197.987 749.48 201.598 749.48 Q205.232 749.48 207.037 745.938 Q208.866 742.374 208.866 735.267 Q208.866 728.138 207.037 724.596 Q205.232 721.031 201.598 721.031 M201.598 717.328 Q207.408 717.328 210.463 721.934 Q213.542 726.517 213.542 735.267 Q213.542 743.994 210.463 748.601 Q207.408 753.184 201.598 753.184 Q195.787 753.184 192.709 748.601 Q189.653 743.994 189.653 735.267 Q189.653 726.517 192.709 721.934 Q195.787 717.328 201.598 717.328 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M127.2 396.508 Q123.589 396.508 121.76 400.073 Q119.955 403.614 119.955 410.744 Q119.955 417.85 121.76 421.415 Q123.589 424.957 127.2 424.957 Q130.834 424.957 132.64 421.415 Q134.468 417.85 134.468 410.744 Q134.468 403.614 132.64 400.073 Q130.834 396.508 127.2 396.508 M127.2 392.804 Q133.01 392.804 136.066 397.411 Q139.144 401.994 139.144 410.744 Q139.144 419.471 136.066 424.077 Q133.01 428.66 127.2 428.66 Q121.39 428.66 118.311 424.077 Q115.256 419.471 115.256 410.744 Q115.256 401.994 118.311 397.411 Q121.39 392.804 127.2 392.804 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M147.362 422.11 L152.246 422.11 L152.246 427.989 L147.362 427.989 L147.362 422.11 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M161.251 393.429 L183.473 393.429 L183.473 395.42 L170.927 427.989 L166.042 427.989 L177.848 397.364 L161.251 397.364 L161.251 393.429 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M192.639 393.429 L210.996 393.429 L210.996 397.364 L196.922 397.364 L196.922 405.836 Q197.94 405.489 198.959 405.327 Q199.977 405.142 200.996 405.142 Q206.783 405.142 210.162 408.313 Q213.542 411.485 213.542 416.901 Q213.542 422.48 210.07 425.582 Q206.598 428.66 200.278 428.66 Q198.102 428.66 195.834 428.29 Q193.588 427.92 191.181 427.179 L191.181 422.48 Q193.264 423.614 195.487 424.17 Q197.709 424.725 200.186 424.725 Q204.19 424.725 206.528 422.619 Q208.866 420.512 208.866 416.901 Q208.866 413.29 206.528 411.184 Q204.19 409.077 200.186 409.077 Q198.311 409.077 196.436 409.494 Q194.584 409.91 192.639 410.79 L192.639 393.429 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M117.015 99.5305 L124.654 99.5305 L124.654 73.1649 L116.343 74.8316 L116.343 70.5723 L124.607 68.9057 L129.283 68.9057 L129.283 99.5305 L136.922 99.5305 L136.922 103.466 L117.015 103.466 L117.015 99.5305 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M146.366 97.5861 L151.251 97.5861 L151.251 103.466 L146.366 103.466 L146.366 97.5861 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M171.436 71.9844 Q167.825 71.9844 165.996 75.5492 Q164.19 79.0908 164.19 86.2204 Q164.19 93.3268 165.996 96.8916 Q167.825 100.433 171.436 100.433 Q175.07 100.433 176.876 96.8916 Q178.704 93.3268 178.704 86.2204 Q178.704 79.0908 176.876 75.5492 Q175.07 71.9844 171.436 71.9844 M171.436 68.2807 Q177.246 68.2807 180.301 72.8871 Q183.38 77.4704 183.38 86.2204 Q183.38 94.9472 180.301 99.5537 Q177.246 104.137 171.436 104.137 Q165.626 104.137 162.547 99.5537 Q159.491 94.9472 159.491 86.2204 Q159.491 77.4704 162.547 72.8871 Q165.626 68.2807 171.436 68.2807 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M201.598 71.9844 Q197.987 71.9844 196.158 75.5492 Q194.352 79.0908 194.352 86.2204 Q194.352 93.3268 196.158 96.8916 Q197.987 100.433 201.598 100.433 Q205.232 100.433 207.037 96.8916 Q208.866 93.3268 208.866 86.2204 Q208.866 79.0908 207.037 75.5492 Q205.232 71.9844 201.598 71.9844 M201.598 68.2807 Q207.408 68.2807 210.463 72.8871 Q213.542 77.4704 213.542 86.2204 Q213.542 94.9472 210.463 99.5537 Q207.408 104.137 201.598 104.137 Q195.787 104.137 192.709 99.5537 Q189.653 94.9472 189.653 86.2204 Q189.653 77.4704 192.709 72.8871 Q195.787 68.2807 201.598 68.2807 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M28.3562 796.943 L28.3562 762.791 L34.2127 762.791 L34.2127 767.279 L56.1107 767.279 Q58.4023 767.279 59.4208 766.515 Q60.4075 765.72 60.4075 763.969 Q60.4075 763.492 60.3439 762.791 Q60.2484 762.091 60.2166 761.868 L64.4498 761.868 Q64.8635 762.982 65.0545 764.16 Q65.2455 765.338 65.2455 766.515 Q65.2455 770.335 63.1766 771.799 Q61.0759 773.263 55.4741 773.263 L34.2127 773.263 L34.2127 786.408 L64.0042 786.408 L64.0042 792.392 L34.2127 792.392 L34.2127 796.943 L28.3562 796.943 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M14.5426 739.843 Q21.8632 744.108 29.0246 746.177 Q36.186 748.246 43.5384 748.246 Q50.8908 748.246 58.1159 746.177 Q65.3091 744.076 72.5979 739.843 L72.5979 744.936 Q65.1182 749.71 57.8931 752.097 Q50.668 754.452 43.5384 754.452 Q36.4406 754.452 29.2474 752.097 Q22.0542 749.742 14.5426 744.936 L14.5426 739.843 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M42.4881 698.848 L77.5631 698.848 L77.5631 704.704 L42.679 704.704 Q37.6183 704.704 35.1038 706.678 Q32.5894 708.651 32.5894 712.598 Q32.5894 717.34 35.6131 720.078 Q38.6368 722.815 43.8567 722.815 L64.0042 722.815 L64.0042 728.703 L28.3562 728.703 L28.3562 722.815 L33.8944 722.815 Q30.6797 720.714 29.0883 717.881 Q27.4968 715.017 27.4968 711.293 Q27.4968 705.15 31.2844 701.999 Q35.1038 698.848 42.4881 698.848 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M14.5426 688.09 L14.5426 682.997 Q22.0542 678.223 29.2474 675.868 Q36.4406 673.481 43.5384 673.481 Q50.668 673.481 57.8931 675.868 Q65.1182 678.223 72.5979 682.997 L72.5979 688.09 Q65.3091 683.857 58.1159 681.788 Q50.8908 679.687 43.5384 679.687 Q36.186 679.687 29.0246 681.788 Q21.8632 683.857 14.5426 688.09 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip832)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"309.067,1360.93 349.56,1356.88 390.053,1352.14 430.546,1346.6 471.04,1340.15 511.533,1332.64 552.026,1323.9 592.519,1313.78 633.012,1302.06 673.505,1288.56 713.998,1273.04 754.492,1255.27 794.985,1235.02 835.478,1212.06 875.971,1186.18 916.464,1157.19 956.957,1124.96 997.45,1089.42 1037.94,1050.57 1078.44,1008.52 1118.93,963.482 1159.42,915.788 1199.92,865.882 1240.41,814.313 1280.9,761.71 1321.4,708.756 1361.89,656.152 1402.38,604.583 1442.87,554.677 1483.37,506.983 1523.86,461.945 1564.35,419.894 1604.85,381.044 1645.34,345.501 1685.83,313.273 1726.33,284.286 1766.82,258.404 1807.31,235.445 1847.81,215.196 1888.3,197.428 1928.79,181.907 1969.29,168.401 2009.78,156.689 2050.27,146.563 2090.77,137.83 2131.26,130.315 2171.75,123.861 2212.24,118.326 2252.74,113.587 2293.23,109.533 \"/>\n",
       "<polyline clip-path=\"url(#clip832)\" style=\"stroke:#0000ff; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"309.067,1384.24 349.56,1384.2 390.053,1384.12 430.546,1383.99 471.04,1383.75 511.533,1383.34 552.026,1382.64 592.519,1381.5 633.012,1379.7 673.505,1376.89 713.998,1372.65 754.492,1366.42 794.985,1357.49 835.478,1345.05 875.971,1328.15 916.464,1305.81 956.957,1277.05 997.45,1240.99 1037.94,1196.97 1078.44,1144.65 1118.93,1084.08 1159.42,1015.81 1199.92,940.881 1240.41,860.8 1280.9,777.46 1321.4,693.005 1361.89,609.665 1402.38,529.585 1442.87,454.656 1483.37,386.387 1523.86,325.819 1564.35,273.493 1604.85,229.474 1645.34,193.416 1685.83,164.653 1726.33,142.313 1766.82,125.416 1807.31,112.971 1847.81,104.047 1888.3,97.8141 1928.79,93.576 1969.29,90.7696 2009.78,88.9602 2050.27,87.8241 2090.77,87.1295 2131.26,86.716 2171.75,86.4763 2212.24,86.341 2252.74,86.2666 2293.23,86.2268 \"/>\n",
       "<polyline clip-path=\"url(#clip832)\" style=\"stroke:#ff0000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"309.067,1360.72 349.56,1356.59 390.053,1351.74 430.546,1346.05 471.04,1339.39 511.533,1331.59 552.026,1322.48 592.519,1311.83 633.012,1299.41 673.505,1284.94 713.998,1268.14 754.492,1248.65 794.985,1226.12 835.478,1200.16 875.971,1170.34 916.464,1136.26 956.957,1097.51 997.45,1053.71 1037.94,1004.57 1078.44,949.908 1118.93,889.704 1159.42,824.178 1199.92,753.847 1240.41,679.585 1280.9,602.668 1321.4,524.789 1361.89,448.011 1402.38,374.658 1442.87,307.118 1483.37,247.573 1523.86,197.69 1564.35,158.335 1604.85,129.402 1645.34,109.822 1685.83,97.8015 1726.33,91.2183 1766.82,88.0655 1807.31,86.7753 1847.81,86.3363 1888.3,86.2159 1928.79,86.1902 1969.29,86.1862 2009.78,86.1857 2050.27,86.1857 2090.77,86.1857 2131.26,86.1857 2171.75,86.1857 2212.24,86.1857 2252.74,86.1857 2293.23,86.1857 \"/>\n",
       "<polyline clip-path=\"url(#clip832)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" stroke-dasharray=\"16, 10\" points=\"1301.15,2799.12 1301.15,-1328.69 \"/>\n",
       "<path clip-path=\"url(#clip830)\" d=\"M319.649 300.469 L717.747 300.469 L717.747 93.1086 L319.649 93.1086  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"319.649,300.469 717.747,300.469 717.747,93.1086 319.649,93.1086 319.649,300.469 \"/>\n",
       "<polyline clip-path=\"url(#clip830)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"343.018,144.949 483.232,144.949 \"/>\n",
       "<path clip-path=\"url(#clip830)\" d=\"M506.602 127.669 L511.277 127.669 L511.277 158.293 L528.106 158.293 L528.106 162.229 L506.602 162.229 L506.602 127.669 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M542.041 139.289 Q538.615 139.289 536.624 141.974 Q534.634 144.636 534.634 149.289 Q534.634 153.942 536.601 156.627 Q538.592 159.289 542.041 159.289 Q545.444 159.289 547.435 156.604 Q549.425 153.918 549.425 149.289 Q549.425 144.682 547.435 141.997 Q545.444 139.289 542.041 139.289 M542.041 135.678 Q547.597 135.678 550.768 139.289 Q553.939 142.9 553.939 149.289 Q553.939 155.655 550.768 159.289 Q547.597 162.9 542.041 162.9 Q536.462 162.9 533.291 159.289 Q530.143 155.655 530.143 149.289 Q530.143 142.9 533.291 139.289 Q536.462 135.678 542.041 135.678 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M578.059 148.965 Q578.059 144.335 576.138 141.789 Q574.24 139.243 570.791 139.243 Q567.365 139.243 565.444 141.789 Q563.546 144.335 563.546 148.965 Q563.546 153.571 565.444 156.118 Q567.365 158.664 570.791 158.664 Q574.24 158.664 576.138 156.118 Q578.059 153.571 578.059 148.965 M582.319 159.011 Q582.319 165.631 579.379 168.849 Q576.439 172.09 570.374 172.09 Q568.129 172.09 566.138 171.742 Q564.147 171.418 562.273 170.724 L562.273 166.58 Q564.147 167.599 565.976 168.085 Q567.805 168.571 569.703 168.571 Q573.893 168.571 575.976 166.372 Q578.059 164.196 578.059 159.775 L578.059 157.668 Q576.74 159.96 574.68 161.094 Q572.62 162.229 569.749 162.229 Q564.981 162.229 562.064 158.594 Q559.148 154.96 559.148 148.965 Q559.148 142.946 562.064 139.312 Q564.981 135.678 569.749 135.678 Q572.62 135.678 574.68 136.812 Q576.74 137.946 578.059 140.238 L578.059 136.303 L582.319 136.303 L582.319 159.011 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M591.092 136.303 L595.351 136.303 L595.351 162.229 L591.092 162.229 L591.092 136.303 M591.092 126.21 L595.351 126.21 L595.351 131.604 L591.092 131.604 L591.092 126.21 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M608.476 128.942 L608.476 136.303 L617.249 136.303 L617.249 139.613 L608.476 139.613 L608.476 153.687 Q608.476 156.858 609.332 157.761 Q610.212 158.664 612.874 158.664 L617.249 158.664 L617.249 162.229 L612.874 162.229 Q607.944 162.229 606.069 160.4 Q604.194 158.548 604.194 153.687 L604.194 139.613 L601.069 139.613 L601.069 136.303 L604.194 136.303 L604.194 128.942 L608.476 128.942 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M632.897 139.289 Q629.471 139.289 627.48 141.974 Q625.49 144.636 625.49 149.289 Q625.49 153.942 627.457 156.627 Q629.448 159.289 632.897 159.289 Q636.3 159.289 638.291 156.604 Q640.281 153.918 640.281 149.289 Q640.281 144.682 638.291 141.997 Q636.3 139.289 632.897 139.289 M632.897 135.678 Q638.453 135.678 641.624 139.289 Q644.795 142.9 644.795 149.289 Q644.795 155.655 641.624 159.289 Q638.453 162.9 632.897 162.9 Q627.318 162.9 624.147 159.289 Q620.999 155.655 620.999 149.289 Q620.999 142.9 624.147 139.289 Q627.318 135.678 632.897 135.678 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip830)\" style=\"stroke:#0000ff; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"343.018,196.789 483.232,196.789 \"/>\n",
       "<path clip-path=\"url(#clip830)\" d=\"M511.277 183.351 L511.277 196.337 L517.157 196.337 Q520.421 196.337 522.203 194.647 Q523.986 192.958 523.986 189.833 Q523.986 186.731 522.203 185.041 Q520.421 183.351 517.157 183.351 L511.277 183.351 M506.602 179.509 L517.157 179.509 Q522.967 179.509 525.93 182.147 Q528.916 184.763 528.916 189.833 Q528.916 194.948 525.93 197.564 Q522.967 200.18 517.157 200.18 L511.277 200.18 L511.277 214.069 L506.602 214.069 L506.602 179.509 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M549.194 192.124 Q548.476 191.708 547.62 191.522 Q546.786 191.314 545.768 191.314 Q542.157 191.314 540.212 193.675 Q538.291 196.013 538.291 200.411 L538.291 214.069 L534.009 214.069 L534.009 188.143 L538.291 188.143 L538.291 192.171 Q539.634 189.809 541.787 188.675 Q543.939 187.518 547.018 187.518 Q547.458 187.518 547.99 187.587 Q548.523 187.634 549.171 187.749 L549.194 192.124 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M562.666 191.129 Q559.24 191.129 557.249 193.814 Q555.259 196.476 555.259 201.129 Q555.259 205.782 557.226 208.467 Q559.217 211.129 562.666 211.129 Q566.069 211.129 568.06 208.444 Q570.05 205.758 570.05 201.129 Q570.05 196.522 568.06 193.837 Q566.069 191.129 562.666 191.129 M562.666 187.518 Q568.222 187.518 571.393 191.129 Q574.564 194.74 574.564 201.129 Q574.564 207.495 571.393 211.129 Q568.222 214.74 562.666 214.74 Q557.087 214.74 553.916 211.129 Q550.768 207.495 550.768 201.129 Q550.768 194.74 553.916 191.129 Q557.087 187.518 562.666 187.518 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M600.235 201.129 Q600.235 196.43 598.291 193.768 Q596.37 191.083 592.99 191.083 Q589.61 191.083 587.666 193.768 Q585.745 196.43 585.745 201.129 Q585.745 205.828 587.666 208.513 Q589.61 211.175 592.99 211.175 Q596.37 211.175 598.291 208.513 Q600.235 205.828 600.235 201.129 M585.745 192.078 Q587.087 189.763 589.124 188.652 Q591.184 187.518 594.032 187.518 Q598.754 187.518 601.694 191.268 Q604.657 195.018 604.657 201.129 Q604.657 207.24 601.694 210.99 Q598.754 214.74 594.032 214.74 Q591.184 214.74 589.124 213.629 Q587.087 212.495 585.745 210.18 L585.745 214.069 L581.462 214.069 L581.462 178.05 L585.745 178.05 L585.745 192.078 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M611.717 188.143 L615.976 188.143 L615.976 214.069 L611.717 214.069 L611.717 188.143 M611.717 178.05 L615.976 178.05 L615.976 183.444 L611.717 183.444 L611.717 178.05 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M629.101 180.782 L629.101 188.143 L637.874 188.143 L637.874 191.453 L629.101 191.453 L629.101 205.527 Q629.101 208.698 629.957 209.601 Q630.837 210.504 633.499 210.504 L637.874 210.504 L637.874 214.069 L633.499 214.069 Q628.568 214.069 626.693 212.24 Q624.818 210.388 624.818 205.527 L624.818 191.453 L621.693 191.453 L621.693 188.143 L624.818 188.143 L624.818 180.782 L629.101 180.782 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M653.522 191.129 Q650.096 191.129 648.105 193.814 Q646.115 196.476 646.115 201.129 Q646.115 205.782 648.082 208.467 Q650.073 211.129 653.522 211.129 Q656.925 211.129 658.916 208.444 Q660.906 205.758 660.906 201.129 Q660.906 196.522 658.916 193.837 Q656.925 191.129 653.522 191.129 M653.522 187.518 Q659.078 187.518 662.249 191.129 Q665.42 194.74 665.42 201.129 Q665.42 207.495 662.249 211.129 Q659.078 214.74 653.522 214.74 Q647.943 214.74 644.772 211.129 Q641.624 207.495 641.624 201.129 Q641.624 194.74 644.772 191.129 Q647.943 187.518 653.522 187.518 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip830)\" style=\"stroke:#ff0000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"343.018,248.629 483.232,248.629 \"/>\n",
       "<path clip-path=\"url(#clip830)\" d=\"M534.472 234.011 L534.472 238.941 Q532.111 236.742 529.425 235.654 Q526.763 234.566 523.754 234.566 Q517.828 234.566 514.68 238.2 Q511.532 241.812 511.532 248.663 Q511.532 255.492 514.68 259.126 Q517.828 262.737 523.754 262.737 Q526.763 262.737 529.425 261.649 Q532.111 260.561 534.472 258.362 L534.472 263.247 Q532.018 264.913 529.263 265.747 Q526.532 266.58 523.476 266.58 Q515.629 266.58 511.115 261.788 Q506.602 256.973 506.602 248.663 Q506.602 240.33 511.115 235.538 Q515.629 230.724 523.476 230.724 Q526.578 230.724 529.31 231.557 Q532.064 232.367 534.472 234.011 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M541.509 229.89 L545.768 229.89 L545.768 265.909 L541.509 265.909 L541.509 229.89 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M564.726 242.969 Q561.3 242.969 559.31 245.654 Q557.319 248.316 557.319 252.969 Q557.319 257.622 559.286 260.307 Q561.277 262.969 564.726 262.969 Q568.129 262.969 570.12 260.284 Q572.11 257.598 572.11 252.969 Q572.11 248.362 570.12 245.677 Q568.129 242.969 564.726 242.969 M564.726 239.358 Q570.282 239.358 573.453 242.969 Q576.624 246.58 576.624 252.969 Q576.624 259.335 573.453 262.969 Q570.282 266.58 564.726 266.58 Q559.148 266.58 555.976 262.969 Q552.828 259.335 552.828 252.969 Q552.828 246.58 555.976 242.969 Q559.148 239.358 564.726 239.358 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M600.745 252.645 Q600.745 248.015 598.823 245.469 Q596.925 242.923 593.476 242.923 Q590.05 242.923 588.129 245.469 Q586.231 248.015 586.231 252.645 Q586.231 257.251 588.129 259.798 Q590.05 262.344 593.476 262.344 Q596.925 262.344 598.823 259.798 Q600.745 257.251 600.745 252.645 M605.004 262.691 Q605.004 269.311 602.064 272.529 Q599.124 275.77 593.059 275.77 Q590.814 275.77 588.823 275.422 Q586.833 275.098 584.958 274.404 L584.958 270.26 Q586.833 271.279 588.661 271.765 Q590.49 272.251 592.388 272.251 Q596.578 272.251 598.661 270.052 Q600.745 267.876 600.745 263.455 L600.745 261.348 Q599.425 263.64 597.365 264.774 Q595.305 265.909 592.434 265.909 Q587.666 265.909 584.749 262.274 Q581.833 258.64 581.833 252.645 Q581.833 246.626 584.749 242.992 Q587.666 239.358 592.434 239.358 Q595.305 239.358 597.365 240.492 Q599.425 241.626 600.745 243.918 L600.745 239.983 L605.004 239.983 L605.004 262.691 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M611.624 251.024 L624.101 251.024 L624.101 254.821 L611.624 254.821 L611.624 251.024 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M630.883 229.89 L635.142 229.89 L635.142 265.909 L630.883 265.909 L630.883 229.89 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M654.101 242.969 Q650.675 242.969 648.684 245.654 Q646.693 248.316 646.693 252.969 Q646.693 257.622 648.661 260.307 Q650.652 262.969 654.101 262.969 Q657.503 262.969 659.494 260.284 Q661.485 257.598 661.485 252.969 Q661.485 248.362 659.494 245.677 Q657.503 242.969 654.101 242.969 M654.101 239.358 Q659.656 239.358 662.828 242.969 Q665.999 246.58 665.999 252.969 Q665.999 259.335 662.828 262.969 Q659.656 266.58 654.101 266.58 Q648.522 266.58 645.351 262.969 Q642.203 259.335 642.203 252.969 Q642.203 246.58 645.351 242.969 Q648.522 239.358 654.101 239.358 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip830)\" d=\"M690.119 252.645 Q690.119 248.015 688.198 245.469 Q686.3 242.923 682.851 242.923 Q679.425 242.923 677.503 245.469 Q675.605 248.015 675.605 252.645 Q675.605 257.251 677.503 259.798 Q679.425 262.344 682.851 262.344 Q686.3 262.344 688.198 259.798 Q690.119 257.251 690.119 252.645 M694.378 262.691 Q694.378 269.311 691.438 272.529 Q688.499 275.77 682.434 275.77 Q680.189 275.77 678.198 275.422 Q676.207 275.098 674.332 274.404 L674.332 270.26 Q676.207 271.279 678.036 271.765 Q679.864 272.251 681.763 272.251 Q685.952 272.251 688.036 270.052 Q690.119 267.876 690.119 263.455 L690.119 261.348 Q688.8 263.64 686.739 264.774 Q684.679 265.909 681.809 265.909 Q677.04 265.909 674.124 262.274 Q671.207 258.64 671.207 252.645 Q671.207 246.626 674.124 242.992 Q677.04 239.358 681.809 239.358 Q684.679 239.358 686.739 240.492 Q688.8 241.626 690.119 243.918 L690.119 239.983 L694.378 239.983 L694.378 262.691 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /></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=\"clip880\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip880)\" d=\"M0 1600 L2400 1600 L2400 0 L0 0  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip881\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip880)\" d=\"M249.542 1423.18 L2352.76 1423.18 L2352.76 47.2441 L249.542 47.2441  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip882\">\n",
       "    <rect x=\"249\" y=\"47\" width=\"2104\" height=\"1377\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip882)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"309.067,1423.18 309.067,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip882)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"805.108,1423.18 805.108,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip882)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1301.15,1423.18 1301.15,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip882)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1797.19,1423.18 1797.19,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip882)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"2293.23,1423.18 2293.23,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip880)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"249.542,1423.18 2352.76,1423.18 \"/>\n",
       "<polyline clip-path=\"url(#clip880)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"309.067,1423.18 309.067,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip880)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"805.108,1423.18 805.108,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip880)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1301.15,1423.18 1301.15,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip880)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1797.19,1423.18 1797.19,1404.28 \"/>\n",
       "<polyline clip-path=\"url(#clip880)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2293.23,1423.18 2293.23,1404.28 \"/>\n",
       "<path clip-path=\"url(#clip880)\" d=\"M277.968 1468.75 L307.643 1468.75 L307.643 1472.69 L277.968 1472.69 L277.968 1468.75 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M330.583 1455.09 L318.778 1473.54 L330.583 1473.54 L330.583 1455.09 M329.356 1451.02 L335.236 1451.02 L335.236 1473.54 L340.166 1473.54 L340.166 1477.43 L335.236 1477.43 L335.236 1485.58 L330.583 1485.58 L330.583 1477.43 L314.981 1477.43 L314.981 1472.92 L329.356 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M775.05 1468.75 L804.726 1468.75 L804.726 1472.69 L775.05 1472.69 L775.05 1468.75 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M818.846 1481.64 L835.166 1481.64 L835.166 1485.58 L813.221 1485.58 L813.221 1481.64 Q815.883 1478.89 820.467 1474.26 Q825.073 1469.61 826.254 1468.27 Q828.499 1465.74 829.379 1464.01 Q830.281 1462.25 830.281 1460.56 Q830.281 1457.8 828.337 1456.07 Q826.416 1454.33 823.314 1454.33 Q821.115 1454.33 818.661 1455.09 Q816.231 1455.86 813.453 1457.41 L813.453 1452.69 Q816.277 1451.55 818.731 1450.97 Q821.184 1450.39 823.221 1450.39 Q828.592 1450.39 831.786 1453.08 Q834.98 1455.77 834.98 1460.26 Q834.98 1462.39 834.17 1464.31 Q833.383 1466.2 831.277 1468.8 Q830.698 1469.47 827.596 1472.69 Q824.494 1475.88 818.846 1481.64 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M1301.15 1454.1 Q1297.54 1454.1 1295.71 1457.66 Q1293.9 1461.2 1293.9 1468.33 Q1293.9 1475.44 1295.71 1479.01 Q1297.54 1482.55 1301.15 1482.55 Q1304.78 1482.55 1306.59 1479.01 Q1308.42 1475.44 1308.42 1468.33 Q1308.42 1461.2 1306.59 1457.66 Q1304.78 1454.1 1301.15 1454.1 M1301.15 1450.39 Q1306.96 1450.39 1310.01 1455 Q1313.09 1459.58 1313.09 1468.33 Q1313.09 1477.06 1310.01 1481.67 Q1306.96 1486.25 1301.15 1486.25 Q1295.34 1486.25 1292.26 1481.67 Q1289.2 1477.06 1289.2 1468.33 Q1289.2 1459.58 1292.26 1455 Q1295.34 1450.39 1301.15 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M1791.84 1481.64 L1808.16 1481.64 L1808.16 1485.58 L1786.22 1485.58 L1786.22 1481.64 Q1788.88 1478.89 1793.46 1474.26 Q1798.07 1469.61 1799.25 1468.27 Q1801.5 1465.74 1802.38 1464.01 Q1803.28 1462.25 1803.28 1460.56 Q1803.28 1457.8 1801.33 1456.07 Q1799.41 1454.33 1796.31 1454.33 Q1794.11 1454.33 1791.66 1455.09 Q1789.23 1455.86 1786.45 1457.41 L1786.45 1452.69 Q1789.27 1451.55 1791.73 1450.97 Q1794.18 1450.39 1796.22 1450.39 Q1801.59 1450.39 1804.78 1453.08 Q1807.98 1455.77 1807.98 1460.26 Q1807.98 1462.39 1807.17 1464.31 Q1806.38 1466.2 1804.27 1468.8 Q1803.69 1469.47 1800.59 1472.69 Q1797.49 1475.88 1791.84 1481.64 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M2296.24 1455.09 L2284.43 1473.54 L2296.24 1473.54 L2296.24 1455.09 M2295.01 1451.02 L2300.89 1451.02 L2300.89 1473.54 L2305.82 1473.54 L2305.82 1477.43 L2300.89 1477.43 L2300.89 1485.58 L2296.24 1485.58 L2296.24 1477.43 L2280.64 1477.43 L2280.64 1472.92 L2295.01 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M1316.08 1546.53 L1316.08 1581.6 L1310.22 1581.6 L1310.22 1546.72 Q1310.22 1541.66 1308.25 1539.14 Q1306.27 1536.63 1302.33 1536.63 Q1297.58 1536.63 1294.85 1539.65 Q1292.11 1542.68 1292.11 1547.9 L1292.11 1568.04 L1286.22 1568.04 L1286.22 1532.4 L1292.11 1532.4 L1292.11 1537.93 Q1294.21 1534.72 1297.04 1533.13 Q1299.91 1531.54 1303.63 1531.54 Q1309.77 1531.54 1312.93 1535.32 Q1316.08 1539.14 1316.08 1546.53 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip882)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"249.542,1384.28 2352.76,1384.28 \"/>\n",
       "<polyline clip-path=\"url(#clip882)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"249.542,1059.76 2352.76,1059.76 \"/>\n",
       "<polyline clip-path=\"url(#clip882)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"249.542,735.233 2352.76,735.233 \"/>\n",
       "<polyline clip-path=\"url(#clip882)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"249.542,410.709 2352.76,410.709 \"/>\n",
       "<polyline clip-path=\"url(#clip882)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"249.542,86.1857 2352.76,86.1857 \"/>\n",
       "<polyline clip-path=\"url(#clip880)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"249.542,1423.18 249.542,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip880)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"249.542,1384.28 268.44,1384.28 \"/>\n",
       "<polyline clip-path=\"url(#clip880)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"249.542,1059.76 268.44,1059.76 \"/>\n",
       "<polyline clip-path=\"url(#clip880)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"249.542,735.233 268.44,735.233 \"/>\n",
       "<polyline clip-path=\"url(#clip880)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"249.542,410.709 268.44,410.709 \"/>\n",
       "<polyline clip-path=\"url(#clip880)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"249.542,86.1857 268.44,86.1857 \"/>\n",
       "<path clip-path=\"url(#clip880)\" d=\"M126.205 1370.08 Q122.593 1370.08 120.765 1373.64 Q118.959 1377.18 118.959 1384.31 Q118.959 1391.42 120.765 1394.99 Q122.593 1398.53 126.205 1398.53 Q129.839 1398.53 131.644 1394.99 Q133.473 1391.42 133.473 1384.31 Q133.473 1377.18 131.644 1373.64 Q129.839 1370.08 126.205 1370.08 M126.205 1366.37 Q132.015 1366.37 135.07 1370.98 Q138.149 1375.56 138.149 1384.31 Q138.149 1393.04 135.07 1397.65 Q132.015 1402.23 126.205 1402.23 Q120.394 1402.23 117.316 1397.65 Q114.26 1393.04 114.26 1384.31 Q114.26 1375.56 117.316 1370.98 Q120.394 1366.37 126.205 1366.37 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M146.366 1395.68 L151.251 1395.68 L151.251 1401.56 L146.366 1401.56 L146.366 1395.68 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M171.436 1370.08 Q167.825 1370.08 165.996 1373.64 Q164.19 1377.18 164.19 1384.31 Q164.19 1391.42 165.996 1394.99 Q167.825 1398.53 171.436 1398.53 Q175.07 1398.53 176.876 1394.99 Q178.704 1391.42 178.704 1384.31 Q178.704 1377.18 176.876 1373.64 Q175.07 1370.08 171.436 1370.08 M171.436 1366.37 Q177.246 1366.37 180.301 1370.98 Q183.38 1375.56 183.38 1384.31 Q183.38 1393.04 180.301 1397.65 Q177.246 1402.23 171.436 1402.23 Q165.626 1402.23 162.547 1397.65 Q159.491 1393.04 159.491 1384.31 Q159.491 1375.56 162.547 1370.98 Q165.626 1366.37 171.436 1366.37 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M201.598 1370.08 Q197.987 1370.08 196.158 1373.64 Q194.352 1377.18 194.352 1384.31 Q194.352 1391.42 196.158 1394.99 Q197.987 1398.53 201.598 1398.53 Q205.232 1398.53 207.037 1394.99 Q208.866 1391.42 208.866 1384.31 Q208.866 1377.18 207.037 1373.64 Q205.232 1370.08 201.598 1370.08 M201.598 1366.37 Q207.408 1366.37 210.463 1370.98 Q213.542 1375.56 213.542 1384.31 Q213.542 1393.04 210.463 1397.65 Q207.408 1402.23 201.598 1402.23 Q195.787 1402.23 192.709 1397.65 Q189.653 1393.04 189.653 1384.31 Q189.653 1375.56 192.709 1370.98 Q195.787 1366.37 201.598 1366.37 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M127.2 1045.55 Q123.589 1045.55 121.76 1049.12 Q119.955 1052.66 119.955 1059.79 Q119.955 1066.9 121.76 1070.46 Q123.589 1074 127.2 1074 Q130.834 1074 132.64 1070.46 Q134.468 1066.9 134.468 1059.79 Q134.468 1052.66 132.64 1049.12 Q130.834 1045.55 127.2 1045.55 M127.2 1041.85 Q133.01 1041.85 136.066 1046.46 Q139.144 1051.04 139.144 1059.79 Q139.144 1068.52 136.066 1073.12 Q133.01 1077.71 127.2 1077.71 Q121.39 1077.71 118.311 1073.12 Q115.256 1068.52 115.256 1059.79 Q115.256 1051.04 118.311 1046.46 Q121.39 1041.85 127.2 1041.85 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M147.362 1071.16 L152.246 1071.16 L152.246 1077.04 L147.362 1077.04 L147.362 1071.16 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M166.459 1073.1 L182.778 1073.1 L182.778 1077.04 L160.834 1077.04 L160.834 1073.1 Q163.496 1070.35 168.079 1065.72 Q172.686 1061.06 173.866 1059.72 Q176.112 1057.2 176.991 1055.46 Q177.894 1053.7 177.894 1052.01 Q177.894 1049.26 175.95 1047.52 Q174.028 1045.79 170.927 1045.79 Q168.727 1045.79 166.274 1046.55 Q163.843 1047.31 161.065 1048.86 L161.065 1044.14 Q163.89 1043.01 166.343 1042.43 Q168.797 1041.85 170.834 1041.85 Q176.204 1041.85 179.399 1044.54 Q182.593 1047.22 182.593 1051.71 Q182.593 1053.84 181.783 1055.76 Q180.996 1057.66 178.889 1060.25 Q178.311 1060.92 175.209 1064.14 Q172.107 1067.34 166.459 1073.1 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M192.639 1042.48 L210.996 1042.48 L210.996 1046.41 L196.922 1046.41 L196.922 1054.88 Q197.94 1054.54 198.959 1054.37 Q199.977 1054.19 200.996 1054.19 Q206.783 1054.19 210.162 1057.36 Q213.542 1060.53 213.542 1065.95 Q213.542 1071.53 210.07 1074.63 Q206.598 1077.71 200.278 1077.71 Q198.102 1077.71 195.834 1077.34 Q193.588 1076.97 191.181 1076.23 L191.181 1071.53 Q193.264 1072.66 195.487 1073.22 Q197.709 1073.77 200.186 1073.77 Q204.19 1073.77 206.528 1071.67 Q208.866 1069.56 208.866 1065.95 Q208.866 1062.34 206.528 1060.23 Q204.19 1058.12 200.186 1058.12 Q198.311 1058.12 196.436 1058.54 Q194.584 1058.96 192.639 1059.84 L192.639 1042.48 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M126.205 721.031 Q122.593 721.031 120.765 724.596 Q118.959 728.138 118.959 735.267 Q118.959 742.374 120.765 745.938 Q122.593 749.48 126.205 749.48 Q129.839 749.48 131.644 745.938 Q133.473 742.374 133.473 735.267 Q133.473 728.138 131.644 724.596 Q129.839 721.031 126.205 721.031 M126.205 717.328 Q132.015 717.328 135.07 721.934 Q138.149 726.517 138.149 735.267 Q138.149 743.994 135.07 748.601 Q132.015 753.184 126.205 753.184 Q120.394 753.184 117.316 748.601 Q114.26 743.994 114.26 735.267 Q114.26 726.517 117.316 721.934 Q120.394 717.328 126.205 717.328 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M146.366 746.633 L151.251 746.633 L151.251 752.513 L146.366 752.513 L146.366 746.633 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M161.482 717.953 L179.839 717.953 L179.839 721.888 L165.765 721.888 L165.765 730.36 Q166.783 730.013 167.802 729.851 Q168.82 729.665 169.839 729.665 Q175.626 729.665 179.005 732.837 Q182.385 736.008 182.385 741.425 Q182.385 747.003 178.913 750.105 Q175.44 753.184 169.121 753.184 Q166.945 753.184 164.677 752.813 Q162.431 752.443 160.024 751.702 L160.024 747.003 Q162.107 748.138 164.329 748.693 Q166.552 749.249 169.028 749.249 Q173.033 749.249 175.371 747.142 Q177.709 745.036 177.709 741.425 Q177.709 737.814 175.371 735.707 Q173.033 733.601 169.028 733.601 Q167.153 733.601 165.278 734.017 Q163.427 734.434 161.482 735.314 L161.482 717.953 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M201.598 721.031 Q197.987 721.031 196.158 724.596 Q194.352 728.138 194.352 735.267 Q194.352 742.374 196.158 745.938 Q197.987 749.48 201.598 749.48 Q205.232 749.48 207.037 745.938 Q208.866 742.374 208.866 735.267 Q208.866 728.138 207.037 724.596 Q205.232 721.031 201.598 721.031 M201.598 717.328 Q207.408 717.328 210.463 721.934 Q213.542 726.517 213.542 735.267 Q213.542 743.994 210.463 748.601 Q207.408 753.184 201.598 753.184 Q195.787 753.184 192.709 748.601 Q189.653 743.994 189.653 735.267 Q189.653 726.517 192.709 721.934 Q195.787 717.328 201.598 717.328 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M127.2 396.508 Q123.589 396.508 121.76 400.073 Q119.955 403.614 119.955 410.744 Q119.955 417.85 121.76 421.415 Q123.589 424.957 127.2 424.957 Q130.834 424.957 132.64 421.415 Q134.468 417.85 134.468 410.744 Q134.468 403.614 132.64 400.073 Q130.834 396.508 127.2 396.508 M127.2 392.804 Q133.01 392.804 136.066 397.411 Q139.144 401.994 139.144 410.744 Q139.144 419.471 136.066 424.077 Q133.01 428.66 127.2 428.66 Q121.39 428.66 118.311 424.077 Q115.256 419.471 115.256 410.744 Q115.256 401.994 118.311 397.411 Q121.39 392.804 127.2 392.804 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M147.362 422.11 L152.246 422.11 L152.246 427.989 L147.362 427.989 L147.362 422.11 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M161.251 393.429 L183.473 393.429 L183.473 395.42 L170.927 427.989 L166.042 427.989 L177.848 397.364 L161.251 397.364 L161.251 393.429 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M192.639 393.429 L210.996 393.429 L210.996 397.364 L196.922 397.364 L196.922 405.836 Q197.94 405.489 198.959 405.327 Q199.977 405.142 200.996 405.142 Q206.783 405.142 210.162 408.313 Q213.542 411.485 213.542 416.901 Q213.542 422.48 210.07 425.582 Q206.598 428.66 200.278 428.66 Q198.102 428.66 195.834 428.29 Q193.588 427.92 191.181 427.179 L191.181 422.48 Q193.264 423.614 195.487 424.17 Q197.709 424.725 200.186 424.725 Q204.19 424.725 206.528 422.619 Q208.866 420.512 208.866 416.901 Q208.866 413.29 206.528 411.184 Q204.19 409.077 200.186 409.077 Q198.311 409.077 196.436 409.494 Q194.584 409.91 192.639 410.79 L192.639 393.429 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M117.015 99.5305 L124.654 99.5305 L124.654 73.1649 L116.343 74.8316 L116.343 70.5723 L124.607 68.9057 L129.283 68.9057 L129.283 99.5305 L136.922 99.5305 L136.922 103.466 L117.015 103.466 L117.015 99.5305 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M146.366 97.5861 L151.251 97.5861 L151.251 103.466 L146.366 103.466 L146.366 97.5861 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M171.436 71.9844 Q167.825 71.9844 165.996 75.5492 Q164.19 79.0908 164.19 86.2204 Q164.19 93.3268 165.996 96.8916 Q167.825 100.433 171.436 100.433 Q175.07 100.433 176.876 96.8916 Q178.704 93.3268 178.704 86.2204 Q178.704 79.0908 176.876 75.5492 Q175.07 71.9844 171.436 71.9844 M171.436 68.2807 Q177.246 68.2807 180.301 72.8871 Q183.38 77.4704 183.38 86.2204 Q183.38 94.9472 180.301 99.5537 Q177.246 104.137 171.436 104.137 Q165.626 104.137 162.547 99.5537 Q159.491 94.9472 159.491 86.2204 Q159.491 77.4704 162.547 72.8871 Q165.626 68.2807 171.436 68.2807 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M201.598 71.9844 Q197.987 71.9844 196.158 75.5492 Q194.352 79.0908 194.352 86.2204 Q194.352 93.3268 196.158 96.8916 Q197.987 100.433 201.598 100.433 Q205.232 100.433 207.037 96.8916 Q208.866 93.3268 208.866 86.2204 Q208.866 79.0908 207.037 75.5492 Q205.232 71.9844 201.598 71.9844 M201.598 68.2807 Q207.408 68.2807 210.463 72.8871 Q213.542 77.4704 213.542 86.2204 Q213.542 94.9472 210.463 99.5537 Q207.408 104.137 201.598 104.137 Q195.787 104.137 192.709 99.5537 Q189.653 94.9472 189.653 86.2204 Q189.653 77.4704 192.709 72.8871 Q195.787 68.2807 201.598 68.2807 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M28.3562 796.943 L28.3562 762.791 L34.2127 762.791 L34.2127 767.279 L56.1107 767.279 Q58.4023 767.279 59.4208 766.515 Q60.4075 765.72 60.4075 763.969 Q60.4075 763.492 60.3439 762.791 Q60.2484 762.091 60.2166 761.868 L64.4498 761.868 Q64.8635 762.982 65.0545 764.16 Q65.2455 765.338 65.2455 766.515 Q65.2455 770.335 63.1766 771.799 Q61.0759 773.263 55.4741 773.263 L34.2127 773.263 L34.2127 786.408 L64.0042 786.408 L64.0042 792.392 L34.2127 792.392 L34.2127 796.943 L28.3562 796.943 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M14.5426 739.843 Q21.8632 744.108 29.0246 746.177 Q36.186 748.246 43.5384 748.246 Q50.8908 748.246 58.1159 746.177 Q65.3091 744.076 72.5979 739.843 L72.5979 744.936 Q65.1182 749.71 57.8931 752.097 Q50.668 754.452 43.5384 754.452 Q36.4406 754.452 29.2474 752.097 Q22.0542 749.742 14.5426 744.936 L14.5426 739.843 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M42.4881 698.848 L77.5631 698.848 L77.5631 704.704 L42.679 704.704 Q37.6183 704.704 35.1038 706.678 Q32.5894 708.651 32.5894 712.598 Q32.5894 717.34 35.6131 720.078 Q38.6368 722.815 43.8567 722.815 L64.0042 722.815 L64.0042 728.703 L28.3562 728.703 L28.3562 722.815 L33.8944 722.815 Q30.6797 720.714 29.0883 717.881 Q27.4968 715.017 27.4968 711.293 Q27.4968 705.15 31.2844 701.999 Q35.1038 698.848 42.4881 698.848 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M14.5426 688.09 L14.5426 682.997 Q22.0542 678.223 29.2474 675.868 Q36.4406 673.481 43.5384 673.481 Q50.668 673.481 57.8931 675.868 Q65.1182 678.223 72.5979 682.997 L72.5979 688.09 Q65.3091 683.857 58.1159 681.788 Q50.8908 679.687 43.5384 679.687 Q36.186 679.687 29.0246 681.788 Q21.8632 683.857 14.5426 688.09 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip882)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"309.067,1360.93 349.56,1356.88 390.053,1352.14 430.546,1346.6 471.04,1340.15 511.533,1332.64 552.026,1323.9 592.519,1313.78 633.012,1302.06 673.505,1288.56 713.998,1273.04 754.492,1255.27 794.985,1235.02 835.478,1212.06 875.971,1186.18 916.464,1157.19 956.957,1124.96 997.45,1089.42 1037.94,1050.57 1078.44,1008.52 1118.93,963.482 1159.42,915.788 1199.92,865.882 1240.41,814.313 1280.9,761.71 1321.4,708.756 1361.89,656.152 1402.38,604.583 1442.87,554.677 1483.37,506.983 1523.86,461.945 1564.35,419.894 1604.85,381.044 1645.34,345.501 1685.83,313.273 1726.33,284.286 1766.82,258.404 1807.31,235.445 1847.81,215.196 1888.3,197.428 1928.79,181.907 1969.29,168.401 2009.78,156.689 2050.27,146.563 2090.77,137.83 2131.26,130.315 2171.75,123.861 2212.24,118.326 2252.74,113.587 2293.23,109.533 \"/>\n",
       "<polyline clip-path=\"url(#clip882)\" style=\"stroke:#0000ff; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"309.067,1384.24 349.56,1384.2 390.053,1384.12 430.546,1383.99 471.04,1383.75 511.533,1383.34 552.026,1382.64 592.519,1381.5 633.012,1379.7 673.505,1376.89 713.998,1372.65 754.492,1366.42 794.985,1357.49 835.478,1345.05 875.971,1328.15 916.464,1305.81 956.957,1277.05 997.45,1240.99 1037.94,1196.97 1078.44,1144.65 1118.93,1084.08 1159.42,1015.81 1199.92,940.881 1240.41,860.8 1280.9,777.46 1321.4,693.005 1361.89,609.665 1402.38,529.585 1442.87,454.656 1483.37,386.387 1523.86,325.819 1564.35,273.493 1604.85,229.474 1645.34,193.416 1685.83,164.653 1726.33,142.313 1766.82,125.416 1807.31,112.971 1847.81,104.047 1888.3,97.8141 1928.79,93.576 1969.29,90.7696 2009.78,88.9602 2050.27,87.8241 2090.77,87.1295 2131.26,86.716 2171.75,86.4763 2212.24,86.341 2252.74,86.2666 2293.23,86.2268 \"/>\n",
       "<polyline clip-path=\"url(#clip882)\" style=\"stroke:#ff0000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"309.067,1360.72 349.56,1356.59 390.053,1351.74 430.546,1346.05 471.04,1339.39 511.533,1331.59 552.026,1322.48 592.519,1311.83 633.012,1299.41 673.505,1284.94 713.998,1268.14 754.492,1248.65 794.985,1226.12 835.478,1200.16 875.971,1170.34 916.464,1136.26 956.957,1097.51 997.45,1053.71 1037.94,1004.57 1078.44,949.908 1118.93,889.704 1159.42,824.178 1199.92,753.847 1240.41,679.585 1280.9,602.668 1321.4,524.789 1361.89,448.011 1402.38,374.658 1442.87,307.118 1483.37,247.573 1523.86,197.69 1564.35,158.335 1604.85,129.402 1645.34,109.822 1685.83,97.8015 1726.33,91.2183 1766.82,88.0655 1807.31,86.7753 1847.81,86.3363 1888.3,86.2159 1928.79,86.1902 1969.29,86.1862 2009.78,86.1857 2050.27,86.1857 2090.77,86.1857 2131.26,86.1857 2171.75,86.1857 2212.24,86.1857 2252.74,86.1857 2293.23,86.1857 \"/>\n",
       "<polyline clip-path=\"url(#clip882)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" stroke-dasharray=\"16, 10\" points=\"1301.15,2799.12 1301.15,-1328.69 \"/>\n",
       "<path clip-path=\"url(#clip880)\" d=\"M319.649 300.469 L717.747 300.469 L717.747 93.1086 L319.649 93.1086  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<polyline clip-path=\"url(#clip880)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"319.649,300.469 717.747,300.469 717.747,93.1086 319.649,93.1086 319.649,300.469 \"/>\n",
       "<polyline clip-path=\"url(#clip880)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"343.018,144.949 483.232,144.949 \"/>\n",
       "<path clip-path=\"url(#clip880)\" d=\"M506.602 127.669 L511.277 127.669 L511.277 158.293 L528.106 158.293 L528.106 162.229 L506.602 162.229 L506.602 127.669 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M542.041 139.289 Q538.615 139.289 536.624 141.974 Q534.634 144.636 534.634 149.289 Q534.634 153.942 536.601 156.627 Q538.592 159.289 542.041 159.289 Q545.444 159.289 547.435 156.604 Q549.425 153.918 549.425 149.289 Q549.425 144.682 547.435 141.997 Q545.444 139.289 542.041 139.289 M542.041 135.678 Q547.597 135.678 550.768 139.289 Q553.939 142.9 553.939 149.289 Q553.939 155.655 550.768 159.289 Q547.597 162.9 542.041 162.9 Q536.462 162.9 533.291 159.289 Q530.143 155.655 530.143 149.289 Q530.143 142.9 533.291 139.289 Q536.462 135.678 542.041 135.678 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M578.059 148.965 Q578.059 144.335 576.138 141.789 Q574.24 139.243 570.791 139.243 Q567.365 139.243 565.444 141.789 Q563.546 144.335 563.546 148.965 Q563.546 153.571 565.444 156.118 Q567.365 158.664 570.791 158.664 Q574.24 158.664 576.138 156.118 Q578.059 153.571 578.059 148.965 M582.319 159.011 Q582.319 165.631 579.379 168.849 Q576.439 172.09 570.374 172.09 Q568.129 172.09 566.138 171.742 Q564.147 171.418 562.273 170.724 L562.273 166.58 Q564.147 167.599 565.976 168.085 Q567.805 168.571 569.703 168.571 Q573.893 168.571 575.976 166.372 Q578.059 164.196 578.059 159.775 L578.059 157.668 Q576.74 159.96 574.68 161.094 Q572.62 162.229 569.749 162.229 Q564.981 162.229 562.064 158.594 Q559.148 154.96 559.148 148.965 Q559.148 142.946 562.064 139.312 Q564.981 135.678 569.749 135.678 Q572.62 135.678 574.68 136.812 Q576.74 137.946 578.059 140.238 L578.059 136.303 L582.319 136.303 L582.319 159.011 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M591.092 136.303 L595.351 136.303 L595.351 162.229 L591.092 162.229 L591.092 136.303 M591.092 126.21 L595.351 126.21 L595.351 131.604 L591.092 131.604 L591.092 126.21 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M608.476 128.942 L608.476 136.303 L617.249 136.303 L617.249 139.613 L608.476 139.613 L608.476 153.687 Q608.476 156.858 609.332 157.761 Q610.212 158.664 612.874 158.664 L617.249 158.664 L617.249 162.229 L612.874 162.229 Q607.944 162.229 606.069 160.4 Q604.194 158.548 604.194 153.687 L604.194 139.613 L601.069 139.613 L601.069 136.303 L604.194 136.303 L604.194 128.942 L608.476 128.942 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M632.897 139.289 Q629.471 139.289 627.48 141.974 Q625.49 144.636 625.49 149.289 Q625.49 153.942 627.457 156.627 Q629.448 159.289 632.897 159.289 Q636.3 159.289 638.291 156.604 Q640.281 153.918 640.281 149.289 Q640.281 144.682 638.291 141.997 Q636.3 139.289 632.897 139.289 M632.897 135.678 Q638.453 135.678 641.624 139.289 Q644.795 142.9 644.795 149.289 Q644.795 155.655 641.624 159.289 Q638.453 162.9 632.897 162.9 Q627.318 162.9 624.147 159.289 Q620.999 155.655 620.999 149.289 Q620.999 142.9 624.147 139.289 Q627.318 135.678 632.897 135.678 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip880)\" style=\"stroke:#0000ff; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"343.018,196.789 483.232,196.789 \"/>\n",
       "<path clip-path=\"url(#clip880)\" d=\"M511.277 183.351 L511.277 196.337 L517.157 196.337 Q520.421 196.337 522.203 194.647 Q523.986 192.958 523.986 189.833 Q523.986 186.731 522.203 185.041 Q520.421 183.351 517.157 183.351 L511.277 183.351 M506.602 179.509 L517.157 179.509 Q522.967 179.509 525.93 182.147 Q528.916 184.763 528.916 189.833 Q528.916 194.948 525.93 197.564 Q522.967 200.18 517.157 200.18 L511.277 200.18 L511.277 214.069 L506.602 214.069 L506.602 179.509 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M549.194 192.124 Q548.476 191.708 547.62 191.522 Q546.786 191.314 545.768 191.314 Q542.157 191.314 540.212 193.675 Q538.291 196.013 538.291 200.411 L538.291 214.069 L534.009 214.069 L534.009 188.143 L538.291 188.143 L538.291 192.171 Q539.634 189.809 541.787 188.675 Q543.939 187.518 547.018 187.518 Q547.458 187.518 547.99 187.587 Q548.523 187.634 549.171 187.749 L549.194 192.124 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M562.666 191.129 Q559.24 191.129 557.249 193.814 Q555.259 196.476 555.259 201.129 Q555.259 205.782 557.226 208.467 Q559.217 211.129 562.666 211.129 Q566.069 211.129 568.06 208.444 Q570.05 205.758 570.05 201.129 Q570.05 196.522 568.06 193.837 Q566.069 191.129 562.666 191.129 M562.666 187.518 Q568.222 187.518 571.393 191.129 Q574.564 194.74 574.564 201.129 Q574.564 207.495 571.393 211.129 Q568.222 214.74 562.666 214.74 Q557.087 214.74 553.916 211.129 Q550.768 207.495 550.768 201.129 Q550.768 194.74 553.916 191.129 Q557.087 187.518 562.666 187.518 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M600.235 201.129 Q600.235 196.43 598.291 193.768 Q596.37 191.083 592.99 191.083 Q589.61 191.083 587.666 193.768 Q585.745 196.43 585.745 201.129 Q585.745 205.828 587.666 208.513 Q589.61 211.175 592.99 211.175 Q596.37 211.175 598.291 208.513 Q600.235 205.828 600.235 201.129 M585.745 192.078 Q587.087 189.763 589.124 188.652 Q591.184 187.518 594.032 187.518 Q598.754 187.518 601.694 191.268 Q604.657 195.018 604.657 201.129 Q604.657 207.24 601.694 210.99 Q598.754 214.74 594.032 214.74 Q591.184 214.74 589.124 213.629 Q587.087 212.495 585.745 210.18 L585.745 214.069 L581.462 214.069 L581.462 178.05 L585.745 178.05 L585.745 192.078 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M611.717 188.143 L615.976 188.143 L615.976 214.069 L611.717 214.069 L611.717 188.143 M611.717 178.05 L615.976 178.05 L615.976 183.444 L611.717 183.444 L611.717 178.05 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M629.101 180.782 L629.101 188.143 L637.874 188.143 L637.874 191.453 L629.101 191.453 L629.101 205.527 Q629.101 208.698 629.957 209.601 Q630.837 210.504 633.499 210.504 L637.874 210.504 L637.874 214.069 L633.499 214.069 Q628.568 214.069 626.693 212.24 Q624.818 210.388 624.818 205.527 L624.818 191.453 L621.693 191.453 L621.693 188.143 L624.818 188.143 L624.818 180.782 L629.101 180.782 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M653.522 191.129 Q650.096 191.129 648.105 193.814 Q646.115 196.476 646.115 201.129 Q646.115 205.782 648.082 208.467 Q650.073 211.129 653.522 211.129 Q656.925 211.129 658.916 208.444 Q660.906 205.758 660.906 201.129 Q660.906 196.522 658.916 193.837 Q656.925 191.129 653.522 191.129 M653.522 187.518 Q659.078 187.518 662.249 191.129 Q665.42 194.74 665.42 201.129 Q665.42 207.495 662.249 211.129 Q659.078 214.74 653.522 214.74 Q647.943 214.74 644.772 211.129 Q641.624 207.495 641.624 201.129 Q641.624 194.74 644.772 191.129 Q647.943 187.518 653.522 187.518 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip880)\" style=\"stroke:#ff0000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"343.018,248.629 483.232,248.629 \"/>\n",
       "<path clip-path=\"url(#clip880)\" d=\"M534.472 234.011 L534.472 238.941 Q532.111 236.742 529.425 235.654 Q526.763 234.566 523.754 234.566 Q517.828 234.566 514.68 238.2 Q511.532 241.812 511.532 248.663 Q511.532 255.492 514.68 259.126 Q517.828 262.737 523.754 262.737 Q526.763 262.737 529.425 261.649 Q532.111 260.561 534.472 258.362 L534.472 263.247 Q532.018 264.913 529.263 265.747 Q526.532 266.58 523.476 266.58 Q515.629 266.58 511.115 261.788 Q506.602 256.973 506.602 248.663 Q506.602 240.33 511.115 235.538 Q515.629 230.724 523.476 230.724 Q526.578 230.724 529.31 231.557 Q532.064 232.367 534.472 234.011 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M541.509 229.89 L545.768 229.89 L545.768 265.909 L541.509 265.909 L541.509 229.89 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M564.726 242.969 Q561.3 242.969 559.31 245.654 Q557.319 248.316 557.319 252.969 Q557.319 257.622 559.286 260.307 Q561.277 262.969 564.726 262.969 Q568.129 262.969 570.12 260.284 Q572.11 257.598 572.11 252.969 Q572.11 248.362 570.12 245.677 Q568.129 242.969 564.726 242.969 M564.726 239.358 Q570.282 239.358 573.453 242.969 Q576.624 246.58 576.624 252.969 Q576.624 259.335 573.453 262.969 Q570.282 266.58 564.726 266.58 Q559.148 266.58 555.976 262.969 Q552.828 259.335 552.828 252.969 Q552.828 246.58 555.976 242.969 Q559.148 239.358 564.726 239.358 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M600.745 252.645 Q600.745 248.015 598.823 245.469 Q596.925 242.923 593.476 242.923 Q590.05 242.923 588.129 245.469 Q586.231 248.015 586.231 252.645 Q586.231 257.251 588.129 259.798 Q590.05 262.344 593.476 262.344 Q596.925 262.344 598.823 259.798 Q600.745 257.251 600.745 252.645 M605.004 262.691 Q605.004 269.311 602.064 272.529 Q599.124 275.77 593.059 275.77 Q590.814 275.77 588.823 275.422 Q586.833 275.098 584.958 274.404 L584.958 270.26 Q586.833 271.279 588.661 271.765 Q590.49 272.251 592.388 272.251 Q596.578 272.251 598.661 270.052 Q600.745 267.876 600.745 263.455 L600.745 261.348 Q599.425 263.64 597.365 264.774 Q595.305 265.909 592.434 265.909 Q587.666 265.909 584.749 262.274 Q581.833 258.64 581.833 252.645 Q581.833 246.626 584.749 242.992 Q587.666 239.358 592.434 239.358 Q595.305 239.358 597.365 240.492 Q599.425 241.626 600.745 243.918 L600.745 239.983 L605.004 239.983 L605.004 262.691 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M611.624 251.024 L624.101 251.024 L624.101 254.821 L611.624 254.821 L611.624 251.024 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M630.883 229.89 L635.142 229.89 L635.142 265.909 L630.883 265.909 L630.883 229.89 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M654.101 242.969 Q650.675 242.969 648.684 245.654 Q646.693 248.316 646.693 252.969 Q646.693 257.622 648.661 260.307 Q650.652 262.969 654.101 262.969 Q657.503 262.969 659.494 260.284 Q661.485 257.598 661.485 252.969 Q661.485 248.362 659.494 245.677 Q657.503 242.969 654.101 242.969 M654.101 239.358 Q659.656 239.358 662.828 242.969 Q665.999 246.58 665.999 252.969 Q665.999 259.335 662.828 262.969 Q659.656 266.58 654.101 266.58 Q648.522 266.58 645.351 262.969 Q642.203 259.335 642.203 252.969 Q642.203 246.58 645.351 242.969 Q648.522 239.358 654.101 239.358 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip880)\" d=\"M690.119 252.645 Q690.119 248.015 688.198 245.469 Q686.3 242.923 682.851 242.923 Q679.425 242.923 677.503 245.469 Q675.605 248.015 675.605 252.645 Q675.605 257.251 677.503 259.798 Q679.425 262.344 682.851 262.344 Q686.3 262.344 688.198 259.798 Q690.119 257.251 690.119 252.645 M694.378 262.691 Q694.378 269.311 691.438 272.529 Q688.499 275.77 682.434 275.77 Q680.189 275.77 678.198 275.422 Q676.207 275.098 674.332 274.404 L674.332 270.26 Q676.207 271.279 678.036 271.765 Q679.864 272.251 681.763 272.251 Q685.952 272.251 688.036 270.052 Q690.119 267.876 690.119 263.455 L690.119 261.348 Q688.8 263.64 686.739 264.774 Q684.679 265.909 681.809 265.909 Q677.04 265.909 674.124 262.274 Q671.207 258.64 671.207 252.645 Q671.207 246.626 674.124 242.992 Q677.04 239.358 681.809 239.358 Q684.679 239.358 686.739 240.492 Q688.8 241.626 690.119 243.918 L690.119 239.983 L694.378 239.983 L694.378 262.691 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /></svg>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "## Inversa das funções de ligação\n",
    "# Complemento log-log (Clog-log)\n",
    "\n",
    "X = range(-4, 4, 50)\n",
    "\n",
    "plot(X, cdf(Logistic(), X), color=\"black\", label=\"Logito\")\n",
    "plot!(X, cdf(Normal(), X), color=\"blue\", label=\"Probito\")\n",
    "plot!(X, ccdf(GeneralizedExtremeValue(0, 1, 0), -X), color=\"red\", label=\"Clog-log\")\n",
    "vline!([0], color=\"black\", linestyle=:dash, linewidth=1)\n",
    "xlabel!(\"η\")\n",
    "ylabel!(\"π(η)\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Nota 1**. Modelos com as funções de ligação probito e complemento log-log são ajustados com os comandos\n",
    "abaixo."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "StatsModels.TableRegressionModel{GeneralizedLinearModel{GLM.GlmResp{Vector{Float64}, Binomial{Float64}, CloglogLink}, GLM.DensePredChol{Float64, LinearAlgebra.CholeskyPivoted{Float64, Matrix{Float64}, Vector{Int64}}}}, Matrix{Float64}}\n",
       "\n",
       "resposta ~ 1 + dose\n",
       "\n",
       "Coefficients:\n",
       "─────────────────────────────────────────────────────────────────────────\n",
       "                 Coef.  Std. Error      z  Pr(>|z|)  Lower 95%  Upper 95%\n",
       "─────────────────────────────────────────────────────────────────────────\n",
       "(Intercept)  -2.39722    0.245189   -9.78    <1e-21  -2.87778   -1.91666\n",
       "dose          0.344858   0.0348172   9.90    <1e-22   0.276617   0.413098\n",
       "─────────────────────────────────────────────────────────────────────────"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mprob = glm(@formula(resposta~1+dose), data, Binomial(), ProbitLink())\n",
    "mloglog = glm(@formula(resposta~1+dose), data, Binomial(), CloglogLink())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Razão de chances\n",
    "\n",
    "Se $\\pi$ denota a probabilidade de um evento occorrer, $C = \\pi / (1 − \\pi)$ é a chance (*odds*) de que o evento ocorra, notando que $C$ é uma função monótona crescente em $\\pi$. Para as funções de ligação nas expressões acima, obtemos\n",
    "\n",
    "$$C = \\frac{\\frac{e^{\\eta}}{1 + e^{\\eta}}}{1 − \\frac{e^{\\eta}}{1 + e^{\\eta}}} = e^{\\eta}\\tag{4}$$\n",
    "$$C = \\frac{\\Phi(\\eta)}{1 − \\Phi(\\eta)} \\quad \\text{e}$$\n",
    "$$C = \\frac{1 − \\exp ( − \\exp(−\\eta))}{\\exp ( − \\exp(−\\eta))}.$$\n",
    "\n",
    "Considere $x_2 \\neq x_1$ (de modo que $\\eta_2 = x_2^T\\beta \\neq \\eta_1 = x_1^T \\beta$) com chances $C_2$ e $C_1$. A razão de chances (*odds ratio*) é dada por $RC = C_2/C_1$. Tomando a função de ligação logito, da expressão (4) resulta\n",
    "\n",
    "$$RC = \\frac{e^{\\eta_2}}{e^{\\eta_1}} = e^{{\\eta_2}−{\\eta_1}} = \\exp \\left(\\left(x_2 − x_1\\right)^T\\beta\\right). \\tag{5}$$\n",
    "\n",
    "Retornando ao modelo binomial, temos $Y \\sim \\text{binomial}\\left(m, \\pi\\right)$ e $E(Y) = \\mu = m\\pi$. De acordo com o modelo e usando a função de ligação logito dada por (1), temos que\n",
    "\n",
    "$$\\log\\left(\\frac{\\mu}{m-\\mu}\\right) = \\log\\left(\\frac{\\pi}{1-\\pi}\\right) = \\beta_1 + \\beta_1\\cdot dose. \\tag{6}$$\n",
    "\n",
    "O lado esquerdo de (6) é chamado de logito da probabilidade $\\pi$, que é representado por uma função linear dos coeficientes $\\beta.$\n",
    "\n",
    "Em seguida comparamos dois valores de doses, dose1 e dose2, sendo que $dose_2 = dose_1 + 1$. Logo, $x_1 = (1, dose_1)^T$, $x_2 = (1, dose_2)^T = (1, dose_1 + 1)^T$ e $x_2 − x_1 = (0, 1)^T$. A partir de (5) obtemos\n",
    "\n",
    "$$RC = \\exp\\left(\\left(0,1\\right)\\beta\\right) = \\exp\\left(0\\cdot \\beta_1 + 1\\cdot \\beta_2\\right) = e^{\\beta_2}.$$\n",
    "\n",
    "Portanto, a chance de um inseto morrer é multiplicada por $e^{\\beta_2}$ quando a dose é aumentada em uma unidade, qualquer que seja a dose. Desta forma, o coeficiente da variável $dose \\left(\\beta_2\\right)$ tem um interpretação.\n",
    "\n",
    "Em um modelo com mais de uma covariável ($p > 2$), a interpretação de cada coeficiente $\\beta_j, j\\neq 1$, é semelhante tomando-se a covariável $x_j$ acrescida de uma unidade $\\left(x_j+1\\right)$ e mantendo-se constantes os valores de todas as demais covariáveis.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Razão de chances: 1.83148050256839"
     ]
    }
   ],
   "source": [
    "coefs = b1, b2 = (coef)(model)\n",
    "print(\"Razão de chances: $(exp(b2))\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Nota 2.** Apresente um intervalo de confiança para a razão de chances.\n",
    "\n",
    "Note que como $\\exp$ é uma função contínua, tudo sai de graça:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "IC(95%)= [1.603791515197921, 2.0914943117617204]"
     ]
    }
   ],
   "source": [
    "print(\"IC(95%)= $((model |> confint .|> exp)[2,:])\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Dose letal\n",
    "\n",
    "É de interesse estimar as doses de inseticida que eliminam $50\\%$ e $90\\%$ dos insetos, denotadas por $DL_{50}$ e $DL_{90}$, respectivamente. Segue de (6) que\n",
    "\n",
    "$$dose = \\frac{\\log\\left(\\frac{\\pi}{1-\\pi}\\right)-\\beta_1}{\\beta_2} \\tag{7}$$\n",
    "\n",
    "Da expressão (7) obtemos\n",
    "\n",
    "$$DL_{50} = \\frac{\\log\\left(\\frac{0.5}{1-0.5}\\right)-\\beta_1}{\\beta_2} = -\\frac{\\beta_1}{\\beta_2} \\tag{8}$$\n",
    "\n",
    "e\n",
    "\n",
    "$$DL_{90} = \\frac{\\log\\left(\\frac{0.9}{1-0.9}\\right)-\\beta_1}{\\beta_2} = \\frac{2.20 - \\beta_1}{\\beta_2} \\tag{8}$$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "DL50 e DL90 = [5.330569794084686, 8.961597797724824]"
     ]
    }
   ],
   "source": [
    "DL(prob) = (log(prob/(1-prob)) - b1) / b2\n",
    "\n",
    "print(\"DL50 e DL90 = $(DL.([0.5,0.9]))\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Aplicamos o método delta para obter um intervalo de confiança de $95\\%$ para a dose leta. Calculamos\n",
    "\n",
    "$$\\frac{\\partial}{\\partial\\beta} DL = \\left(-\\frac{1}{\\beta_2}, -\\frac{\\log\\left(\\frac{\\pi}{1-\\pi}\\right)-\\beta_1}{\\beta_2^2}\\right)^T = -\\frac{1}{\\beta_2} \\left(1,DL\\right)^T$$\n",
    "\n",
    "e\n",
    "\n",
    "$$cov\\left(DL\\right) = \\frac{\\partial}{\\partial\\beta^T} DL \\cdot \\text{cov}\\left(\\widehat{\\beta}\\right) \\cdot \\frac{\\partial}{\\partial\\beta} DL,$$\n",
    "\n",
    "sendo que um estimador de $\\text{cov}\\left(\\widehat{\\beta}\\right)$ é dado pelo método *vcov*."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "IC DL50.0: [4.809443521290915, 5.851696066878456]"
     ]
    }
   ],
   "source": [
    "# IC de 95% para DL50 (método delta) \n",
    "pDL = 0.5\n",
    "derivDL = [1, DL(pDL)] ./ b2\n",
    "epDL = √(derivDL'*vcov(model)*derivDL)\n",
    "z = quantile(Normal(), (1+0.95)/2)\n",
    "\n",
    "print(\"IC DL$(100*pDL): $([DL.(pDL) - z*epDL, DL.(pDL) + z*epDL])\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Nota 3.** Refaça o exemplo em linguagem SAS ou MatLab ou Stata."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Julia 1.10.0-beta2",
   "language": "julia",
   "name": "julia-1.10"
  },
  "language_info": {
   "file_extension": ".jl",
   "mimetype": "application/julia",
   "name": "julia",
   "version": "1.10.0-beta2"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}