Skip to content

Instantly share code, notes, and snippets.

@regifukuchi

regifukuchi/confidenceinterval

Created July 1, 2016 04:46
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save regifukuchi/ccdc9a228659d622351cd184785f3772 to your computer and use it in GitHub Desktop.
Save regifukuchi/ccdc9a228659d622351cd184785f3772 to your computer and use it in GitHub Desktop.
Download ZIP
T distribution and confidence interval
Raw
confidenceinterval
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Distribuição normal, distribuição t e intervalo de confiança\n",
"\n",
"Assumindo que os parâmetros abaixo foram extraídos da população que apresenta distribuição normal\n",
"\n",
"$$ \\mu = 12,6 $$\n",
"$$ \\sigma = 2,3 $$\n",
"\n",
"Podemos, criar o formato desta distribuição a partir da função de densidade da probabilidade da distribuição normal\n",
"\n",
"$$ f(x) = \\frac{1}{\\sqrt{2\\pi\\sigma^2}} \\exp\\Bigl(-\\frac{(x-\\mu)^2}{2\\sigma^2}\\Bigr) $$\n",
"\n",
"Perceba que para determinar a característica da curva de distribuição normal é necessário conhecer apenas dois parâmetros $\\mu$ e $\\sigma$\n",
"\n",
"Por exemplo, vamos primeiro criar a distribuição normal usando os dados brutos"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"# Parâmetros da população\n",
"mu <- 12.6\n",
"sigma <- 2.3\n",
"\n",
"N <- 1000 # número de observações"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"# Mostrar até 4 DP da média\n",
"xRaw <- seq(mu-4*sigma,mu+4*sigma, length = N)\n",
"\n",
"# Função de probabilidade da distribuição normal\n",
"fnRaw = (1/(sigma*sqrt(2*pi)))*exp(-(xRaw-mu)**2/(2*sigma**2)) # normal pdf"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"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=\"504pt\" height=\"504pt\" viewBox=\"0 0 504 504\" version=\"1.1\">\n",
"<defs>\n",
"<g>\n",
"<symbol overflow=\"visible\" id=\"glyph0-0\">\n",
"<path style=\"stroke:none;\" d=\"M 0 -0.40625 L -8.96875 -0.40625 L -8.96875 -7.515625 L 0 -7.515625 Z M -1.125 -6.390625 L -7.84375 -6.390625 L -7.84375 -1.53125 L -1.125 -1.53125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-1\">\n",
"<path style=\"stroke:none;\" d=\"M -8.734375 -3.375 C -8.734375 -4.507812 -8.269531 -5.328125 -7.34375 -5.828125 C -6.625 -6.222656 -5.632812 -6.421875 -4.375 -6.421875 C -3.1875 -6.421875 -2.207031 -6.242188 -1.4375 -5.890625 C -0.320312 -5.378906 0.234375 -4.539062 0.234375 -3.375 C 0.234375 -2.320312 -0.21875 -1.539062 -1.125 -1.03125 C -1.882812 -0.601562 -2.90625 -0.390625 -4.1875 -0.390625 C -5.1875 -0.390625 -6.039062 -0.519531 -6.75 -0.78125 C -8.070312 -1.257812 -8.734375 -2.125 -8.734375 -3.375 Z M -0.765625 -3.375 C -0.765625 -3.9375 -1.015625 -4.382812 -1.515625 -4.71875 C -2.023438 -5.0625 -2.96875 -5.234375 -4.34375 -5.234375 C -5.332031 -5.234375 -6.144531 -5.109375 -6.78125 -4.859375 C -7.425781 -4.617188 -7.75 -4.148438 -7.75 -3.453125 C -7.75 -2.804688 -7.441406 -2.332031 -6.828125 -2.03125 C -6.222656 -1.726562 -5.332031 -1.578125 -4.15625 -1.578125 C -3.257812 -1.578125 -2.539062 -1.675781 -2 -1.875 C -1.175781 -2.164062 -0.765625 -2.664062 -0.765625 -3.375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-2\">\n",
"<path style=\"stroke:none;\" d=\"M -1.328125 -1.0625 L -1.328125 -2.34375 L 0 -2.34375 L 0 -1.0625 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-3\">\n",
"<path style=\"stroke:none;\" d=\"M -2.234375 -1.546875 C -1.597656 -1.617188 -1.160156 -1.910156 -0.921875 -2.421875 C -0.804688 -2.679688 -0.75 -2.984375 -0.75 -3.328125 C -0.75 -3.972656 -0.953125 -4.453125 -1.359375 -4.765625 C -1.773438 -5.078125 -2.238281 -5.234375 -2.75 -5.234375 C -3.351562 -5.234375 -3.820312 -5.046875 -4.15625 -4.671875 C -4.488281 -4.304688 -4.65625 -3.863281 -4.65625 -3.34375 C -4.65625 -2.957031 -4.582031 -2.628906 -4.4375 -2.359375 C -4.289062 -2.085938 -4.085938 -1.859375 -3.828125 -1.671875 L -3.890625 -0.71875 L -8.59375 -1.390625 L -8.59375 -5.921875 L -7.53125 -5.921875 L -7.53125 -2.203125 L -5.109375 -1.84375 C -5.253906 -2.039062 -5.367188 -2.234375 -5.453125 -2.421875 C -5.585938 -2.742188 -5.65625 -3.117188 -5.65625 -3.546875 C -5.65625 -4.347656 -5.394531 -5.023438 -4.875 -5.578125 C -4.363281 -6.140625 -3.707031 -6.421875 -2.90625 -6.421875 C -2.082031 -6.421875 -1.351562 -6.164062 -0.71875 -5.65625 C -0.09375 -5.144531 0.21875 -4.328125 0.21875 -3.203125 C 0.21875 -2.492188 0.0195312 -1.863281 -0.375 -1.3125 C -0.78125 -0.769531 -1.398438 -0.46875 -2.234375 -0.40625 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-4\">\n",
"<path style=\"stroke:none;\" d=\"M -6.1875 -1.203125 L -7.03125 -1.203125 C -7.101562 -1.992188 -7.226562 -2.546875 -7.40625 -2.859375 C -7.59375 -3.171875 -8.023438 -3.40625 -8.703125 -3.5625 L -8.703125 -4.421875 L 0 -4.421875 L 0 -3.25 L -6.1875 -3.25 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-5\">\n",
"<path style=\"stroke:none;\" d=\"M -8.96875 -1.0625 L -8.96875 -7.28125 L -7.875 -7.28125 L -7.875 -2.28125 L -5.140625 -2.28125 L -5.140625 -6.6875 L -4.078125 -6.6875 L -4.078125 -2.28125 L 0 -2.28125 L 0 -1.0625 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-6\">\n",
"<path style=\"stroke:none;\" d=\"M -6.53125 -0.84375 L -6.53125 -1.875 L -5.40625 -1.875 C -5.625 -1.96875 -5.890625 -2.179688 -6.203125 -2.515625 C -6.523438 -2.847656 -6.6875 -3.226562 -6.6875 -3.65625 C -6.6875 -3.675781 -6.679688 -3.710938 -6.671875 -3.765625 C -6.671875 -3.816406 -6.664062 -3.898438 -6.65625 -4.015625 L -5.5 -4.015625 C -5.507812 -3.953125 -5.515625 -3.890625 -5.515625 -3.828125 C -5.523438 -3.773438 -5.53125 -3.71875 -5.53125 -3.65625 C -5.53125 -3.101562 -5.347656 -2.675781 -4.984375 -2.375 C -4.628906 -2.082031 -4.222656 -1.9375 -3.765625 -1.9375 L 0 -1.9375 L 0 -0.84375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-7\">\n",
"<path style=\"stroke:none;\" d=\"M -6.6875 -3.53125 C -6.6875 -3.988281 -6.578125 -4.4375 -6.359375 -4.875 C -6.140625 -5.3125 -5.859375 -5.644531 -5.515625 -5.875 C -5.179688 -6.09375 -4.796875 -6.238281 -4.359375 -6.3125 C -4.054688 -6.375 -3.578125 -6.40625 -2.921875 -6.40625 L -2.921875 -1.625 C -2.253906 -1.632812 -1.71875 -1.785156 -1.3125 -2.078125 C -0.914062 -2.378906 -0.71875 -2.835938 -0.71875 -3.453125 C -0.71875 -4.023438 -0.90625 -4.484375 -1.28125 -4.828125 C -1.507812 -5.015625 -1.765625 -5.148438 -2.046875 -5.234375 L -2.046875 -6.3125 C -1.804688 -6.289062 -1.539062 -6.195312 -1.25 -6.03125 C -0.957031 -5.875 -0.71875 -5.695312 -0.53125 -5.5 C -0.195312 -5.164062 0.0234375 -4.75 0.140625 -4.25 C 0.203125 -3.988281 0.234375 -3.691406 0.234375 -3.359375 C 0.234375 -2.546875 -0.0625 -1.851562 -0.65625 -1.28125 C -1.25 -0.71875 -2.078125 -0.4375 -3.140625 -0.4375 C -4.191406 -0.4375 -5.046875 -0.722656 -5.703125 -1.296875 C -6.359375 -1.867188 -6.6875 -2.613281 -6.6875 -3.53125 Z M -3.796875 -5.28125 C -4.265625 -5.238281 -4.644531 -5.132812 -4.9375 -4.96875 C -5.457031 -4.664062 -5.71875 -4.160156 -5.71875 -3.453125 C -5.71875 -2.953125 -5.535156 -2.53125 -5.171875 -2.1875 C -4.804688 -1.84375 -4.347656 -1.660156 -3.796875 -1.640625 Z M -6.703125 -3.421875 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-8\">\n",
"<path style=\"stroke:none;\" d=\"M -3.1875 -1.515625 C -2.613281 -1.515625 -2.140625 -1.59375 -1.765625 -1.75 C -1.078125 -2.03125 -0.734375 -2.535156 -0.734375 -3.265625 C -0.734375 -4.023438 -1.09375 -4.550781 -1.8125 -4.84375 C -2.207031 -5 -2.710938 -5.078125 -3.328125 -5.078125 C -3.890625 -5.078125 -4.363281 -4.988281 -4.75 -4.8125 C -5.394531 -4.519531 -5.71875 -4 -5.71875 -3.25 C -5.71875 -2.769531 -5.507812 -2.359375 -5.09375 -2.015625 C -4.675781 -1.679688 -4.039062 -1.515625 -3.1875 -1.515625 Z M -6.6875 -3.140625 C -6.6875 -3.679688 -6.550781 -4.132812 -6.28125 -4.5 C -6.132812 -4.707031 -5.914062 -4.90625 -5.625 -5.09375 L -6.53125 -5.09375 L -6.53125 -6.140625 L 2.609375 -6.140625 L 2.609375 -5.03125 L -0.75 -5.03125 C -0.457031 -4.84375 -0.222656 -4.585938 -0.046875 -4.265625 C 0.117188 -3.941406 0.203125 -3.539062 0.203125 -3.0625 C 0.203125 -2.363281 -0.0664062 -1.738281 -0.609375 -1.1875 C -1.148438 -0.632812 -1.976562 -0.359375 -3.09375 -0.359375 C -4.144531 -0.359375 -5.003906 -0.613281 -5.671875 -1.125 C -6.347656 -1.644531 -6.6875 -2.316406 -6.6875 -3.140625 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-0\">\n",
"<path style=\"stroke:none;\" d=\"M 0.484375 0 L 0.484375 -10.6875 L 8.96875 -10.6875 L 8.96875 0 Z M 7.625 -1.34375 L 7.625 -9.359375 L 1.8125 -9.359375 L 1.8125 -1.34375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-1\">\n",
"<path style=\"stroke:none;\" d=\"M 5.234375 -1.234375 C 5.722656 -1.234375 6.128906 -1.285156 6.453125 -1.390625 C 7.015625 -1.578125 7.472656 -1.941406 7.828125 -2.484375 C 8.117188 -2.910156 8.328125 -3.460938 8.453125 -4.140625 C 8.523438 -4.546875 8.5625 -4.921875 8.5625 -5.265625 C 8.5625 -6.585938 8.296875 -7.613281 7.765625 -8.34375 C 7.242188 -9.082031 6.394531 -9.453125 5.21875 -9.453125 L 2.65625 -9.453125 L 2.65625 -1.234375 Z M 1.203125 -10.6875 L 5.53125 -10.6875 C 7 -10.6875 8.140625 -10.164062 8.953125 -9.125 C 9.671875 -8.1875 10.03125 -6.984375 10.03125 -5.515625 C 10.03125 -4.378906 9.816406 -3.351562 9.390625 -2.4375 C 8.640625 -0.8125 7.347656 0 5.515625 0 L 1.203125 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-2\">\n",
"<path style=\"stroke:none;\" d=\"M 0.953125 -7.765625 L 2.296875 -7.765625 L 2.296875 0 L 0.953125 0 Z M 0.953125 -10.6875 L 2.296875 -10.6875 L 2.296875 -9.203125 L 0.953125 -9.203125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-3\">\n",
"<path style=\"stroke:none;\" d=\"M 1.734375 -2.453125 C 1.773438 -2.015625 1.882812 -1.675781 2.0625 -1.4375 C 2.394531 -1.019531 2.96875 -0.8125 3.78125 -0.8125 C 4.269531 -0.8125 4.695312 -0.914062 5.0625 -1.125 C 5.4375 -1.332031 5.625 -1.660156 5.625 -2.109375 C 5.625 -2.441406 5.472656 -2.695312 5.171875 -2.875 C 4.984375 -2.976562 4.609375 -3.097656 4.046875 -3.234375 L 3.015625 -3.5 C 2.347656 -3.664062 1.859375 -3.847656 1.546875 -4.046875 C 0.984375 -4.398438 0.703125 -4.894531 0.703125 -5.53125 C 0.703125 -6.257812 0.96875 -6.851562 1.5 -7.3125 C 2.03125 -7.769531 2.742188 -8 3.640625 -8 C 4.816406 -8 5.660156 -7.65625 6.171875 -6.96875 C 6.503906 -6.53125 6.664062 -6.054688 6.65625 -5.546875 L 5.421875 -5.546875 C 5.390625 -5.847656 5.285156 -6.117188 5.109375 -6.359375 C 4.804688 -6.703125 4.28125 -6.875 3.53125 -6.875 C 3.039062 -6.875 2.664062 -6.78125 2.40625 -6.59375 C 2.15625 -6.40625 2.03125 -6.15625 2.03125 -5.84375 C 2.03125 -5.5 2.195312 -5.226562 2.53125 -5.03125 C 2.726562 -4.90625 3.015625 -4.796875 3.390625 -4.703125 L 4.265625 -4.5 C 5.203125 -4.269531 5.832031 -4.046875 6.15625 -3.828125 C 6.664062 -3.492188 6.921875 -2.96875 6.921875 -2.25 C 6.921875 -1.5625 6.65625 -0.960938 6.125 -0.453125 C 5.59375 0.046875 4.789062 0.296875 3.71875 0.296875 C 2.5625 0.296875 1.738281 0.0351562 1.25 -0.484375 C 0.769531 -1.015625 0.515625 -1.671875 0.484375 -2.453125 Z M 3.671875 -7.984375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-4\">\n",
"<path style=\"stroke:none;\" d=\"M 1.21875 -9.96875 L 2.546875 -9.96875 L 2.546875 -7.796875 L 3.796875 -7.796875 L 3.796875 -6.71875 L 2.546875 -6.71875 L 2.546875 -1.640625 C 2.546875 -1.367188 2.640625 -1.1875 2.828125 -1.09375 C 2.929688 -1.039062 3.097656 -1.015625 3.328125 -1.015625 C 3.390625 -1.015625 3.457031 -1.015625 3.53125 -1.015625 C 3.601562 -1.015625 3.691406 -1.019531 3.796875 -1.03125 L 3.796875 0 C 3.640625 0.0390625 3.476562 0.0703125 3.3125 0.09375 C 3.15625 0.113281 2.984375 0.125 2.796875 0.125 C 2.179688 0.125 1.765625 -0.03125 1.546875 -0.34375 C 1.328125 -0.65625 1.21875 -1.0625 1.21875 -1.5625 L 1.21875 -6.71875 L 0.171875 -6.71875 L 0.171875 -7.796875 L 1.21875 -7.796875 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-5\">\n",
"<path style=\"stroke:none;\" d=\"M 1 -7.796875 L 2.234375 -7.796875 L 2.234375 -6.453125 C 2.335938 -6.710938 2.585938 -7.03125 2.984375 -7.40625 C 3.390625 -7.78125 3.847656 -7.96875 4.359375 -7.96875 C 4.390625 -7.96875 4.429688 -7.960938 4.484375 -7.953125 C 4.546875 -7.953125 4.648438 -7.945312 4.796875 -7.9375 L 4.796875 -6.546875 C 4.710938 -6.566406 4.632812 -6.578125 4.5625 -6.578125 C 4.5 -6.585938 4.429688 -6.59375 4.359375 -6.59375 C 3.703125 -6.59375 3.195312 -6.378906 2.84375 -5.953125 C 2.488281 -5.523438 2.3125 -5.035156 2.3125 -4.484375 L 2.3125 0 L 1 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-6\">\n",
"<path style=\"stroke:none;\" d=\"M 0.859375 -10.734375 L 2.125 -10.734375 L 2.125 -6.84375 C 2.414062 -7.21875 2.757812 -7.503906 3.15625 -7.703125 C 3.550781 -7.898438 3.984375 -8 4.453125 -8 C 5.421875 -8 6.207031 -7.664062 6.8125 -7 C 7.414062 -6.332031 7.71875 -5.347656 7.71875 -4.046875 C 7.71875 -2.816406 7.421875 -1.789062 6.828125 -0.96875 C 6.234375 -0.15625 5.40625 0.25 4.34375 0.25 C 3.75 0.25 3.25 0.101562 2.84375 -0.1875 C 2.601562 -0.351562 2.34375 -0.625 2.0625 -1 L 2.0625 0 L 0.859375 0 Z M 4.265625 -0.90625 C 4.972656 -0.90625 5.503906 -1.1875 5.859375 -1.75 C 6.210938 -2.3125 6.390625 -3.054688 6.390625 -3.984375 C 6.390625 -4.804688 6.210938 -5.484375 5.859375 -6.015625 C 5.503906 -6.554688 4.984375 -6.828125 4.296875 -6.828125 C 3.703125 -6.828125 3.179688 -6.601562 2.734375 -6.15625 C 2.285156 -5.71875 2.0625 -4.992188 2.0625 -3.984375 C 2.0625 -3.242188 2.15625 -2.648438 2.34375 -2.203125 C 2.6875 -1.335938 3.328125 -0.90625 4.265625 -0.90625 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-7\">\n",
"<path style=\"stroke:none;\" d=\"M 2.265625 -7.796875 L 2.265625 -2.625 C 2.265625 -2.21875 2.328125 -1.890625 2.453125 -1.640625 C 2.691406 -1.179688 3.128906 -0.953125 3.765625 -0.953125 C 4.671875 -0.953125 5.289062 -1.359375 5.625 -2.171875 C 5.800781 -2.609375 5.890625 -3.207031 5.890625 -3.96875 L 5.890625 -7.796875 L 7.203125 -7.796875 L 7.203125 0 L 5.96875 0 L 5.984375 -1.15625 C 5.816406 -0.851562 5.601562 -0.601562 5.34375 -0.40625 C 4.84375 0.0078125 4.238281 0.21875 3.53125 0.21875 C 2.414062 0.21875 1.660156 -0.15625 1.265625 -0.90625 C 1.046875 -1.300781 0.9375 -1.832031 0.9375 -2.5 L 0.9375 -7.796875 Z M 4.0625 -7.984375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-8\">\n",
"<path style=\"stroke:none;\" d=\"M 3.96875 -8.015625 C 4.84375 -8.015625 5.554688 -7.800781 6.109375 -7.375 C 6.660156 -6.945312 6.992188 -6.210938 7.109375 -5.171875 L 5.828125 -5.171875 C 5.753906 -5.648438 5.578125 -6.046875 5.296875 -6.359375 C 5.023438 -6.679688 4.582031 -6.84375 3.96875 -6.84375 C 3.132812 -6.84375 2.535156 -6.4375 2.171875 -5.625 C 1.941406 -5.09375 1.828125 -4.441406 1.828125 -3.671875 C 1.828125 -2.890625 1.988281 -2.226562 2.3125 -1.6875 C 2.644531 -1.15625 3.164062 -0.890625 3.875 -0.890625 C 4.414062 -0.890625 4.84375 -1.054688 5.15625 -1.390625 C 5.476562 -1.722656 5.703125 -2.179688 5.828125 -2.765625 L 7.109375 -2.765625 C 6.960938 -1.722656 6.597656 -0.960938 6.015625 -0.484375 C 5.429688 -0.015625 4.753906 0.21875 3.984375 0.21875 L 3.46875 0.9375 C 3.601562 0.882812 3.785156 0.859375 4.015625 0.859375 C 4.347656 0.859375 4.625 0.957031 4.84375 1.15625 C 5.070312 1.351562 5.1875 1.632812 5.1875 2 C 5.1875 2.375 5.039062 2.691406 4.75 2.953125 C 4.457031 3.222656 4.007812 3.359375 3.40625 3.359375 C 3.144531 3.359375 2.878906 3.320312 2.609375 3.25 C 2.453125 3.207031 2.242188 3.140625 1.984375 3.046875 L 2.234375 2.453125 C 2.421875 2.523438 2.5625 2.570312 2.65625 2.59375 C 2.863281 2.644531 3.046875 2.671875 3.203125 2.671875 C 3.378906 2.671875 3.535156 2.644531 3.671875 2.59375 C 3.921875 2.5 4.046875 2.316406 4.046875 2.046875 C 4.046875 1.890625 3.976562 1.753906 3.84375 1.640625 C 3.71875 1.523438 3.550781 1.46875 3.34375 1.46875 C 3.238281 1.46875 3.140625 1.476562 3.046875 1.5 C 2.960938 1.519531 2.863281 1.550781 2.75 1.59375 L 2.5 1.296875 L 3.28125 0.21875 C 2.59375 0.21875 1.992188 -0.0546875 1.484375 -0.609375 C 0.773438 -1.398438 0.421875 -2.425781 0.421875 -3.6875 C 0.421875 -5.050781 0.753906 -6.113281 1.421875 -6.875 C 2.085938 -7.632812 2.9375 -8.015625 3.96875 -8.015625 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-9\">\n",
"<path style=\"stroke:none;\" d=\"M 1.96875 -2.078125 C 1.96875 -1.691406 2.101562 -1.390625 2.375 -1.171875 C 2.65625 -0.960938 2.984375 -0.859375 3.359375 -0.859375 C 3.816406 -0.859375 4.265625 -0.960938 4.703125 -1.171875 C 5.429688 -1.523438 5.796875 -2.101562 5.796875 -2.90625 L 5.796875 -3.96875 C 5.628906 -3.863281 5.421875 -3.773438 5.171875 -3.703125 C 4.921875 -3.640625 4.675781 -3.59375 4.4375 -3.5625 L 3.640625 -3.46875 C 3.160156 -3.40625 2.800781 -3.304688 2.5625 -3.171875 C 2.164062 -2.941406 1.96875 -2.578125 1.96875 -2.078125 Z M 5.140625 -4.71875 C 5.441406 -4.757812 5.644531 -4.890625 5.75 -5.109375 C 5.800781 -5.222656 5.828125 -5.390625 5.828125 -5.609375 C 5.828125 -6.054688 5.664062 -6.378906 5.34375 -6.578125 C 5.03125 -6.773438 4.578125 -6.875 3.984375 -6.875 C 3.304688 -6.875 2.820312 -6.691406 2.53125 -6.328125 C 2.375 -6.117188 2.269531 -5.816406 2.21875 -5.421875 L 1 -5.421875 C 1.019531 -6.378906 1.328125 -7.046875 1.921875 -7.421875 C 2.523438 -7.796875 3.222656 -7.984375 4.015625 -7.984375 C 4.929688 -7.984375 5.675781 -7.804688 6.25 -7.453125 C 6.820312 -7.109375 7.109375 -6.566406 7.109375 -5.828125 L 7.109375 -1.34375 C 7.109375 -1.207031 7.132812 -1.097656 7.1875 -1.015625 C 7.238281 -0.929688 7.359375 -0.890625 7.546875 -0.890625 C 7.597656 -0.890625 7.660156 -0.890625 7.734375 -0.890625 C 7.804688 -0.898438 7.882812 -0.914062 7.96875 -0.9375 L 7.96875 0.03125 C 7.769531 0.09375 7.613281 0.128906 7.5 0.140625 C 7.394531 0.160156 7.25 0.171875 7.0625 0.171875 C 6.613281 0.171875 6.285156 0.0078125 6.078125 -0.3125 C 5.972656 -0.476562 5.898438 -0.71875 5.859375 -1.03125 C 5.585938 -0.6875 5.203125 -0.382812 4.703125 -0.125 C 4.203125 0.132812 3.65625 0.265625 3.0625 0.265625 C 2.332031 0.265625 1.738281 0.046875 1.28125 -0.390625 C 0.820312 -0.835938 0.59375 -1.390625 0.59375 -2.046875 C 0.59375 -2.765625 0.816406 -3.320312 1.265625 -3.71875 C 1.722656 -4.125 2.316406 -4.375 3.046875 -4.46875 Z M 4.046875 -7.984375 Z M 4.609375 -10.21875 C 4.742188 -10.15625 4.863281 -10.101562 4.96875 -10.0625 C 5.082031 -10.03125 5.195312 -10.015625 5.3125 -10.015625 C 5.582031 -10.015625 5.78125 -10.101562 5.90625 -10.28125 C 5.96875 -10.375 6.007812 -10.507812 6.03125 -10.6875 L 6.796875 -10.6875 C 6.691406 -10.070312 6.492188 -9.644531 6.203125 -9.40625 C 5.921875 -9.175781 5.609375 -9.0625 5.265625 -9.0625 C 5.148438 -9.0625 5.007812 -9.082031 4.84375 -9.125 C 4.6875 -9.164062 4.546875 -9.210938 4.421875 -9.265625 L 4.03125 -9.390625 C 3.800781 -9.472656 3.613281 -9.535156 3.46875 -9.578125 C 3.320312 -9.617188 3.179688 -9.640625 3.046875 -9.640625 C 2.878906 -9.640625 2.738281 -9.582031 2.625 -9.46875 C 2.519531 -9.363281 2.445312 -9.195312 2.40625 -8.96875 L 1.703125 -8.96875 C 1.765625 -9.351562 1.867188 -9.664062 2.015625 -9.90625 C 2.285156 -10.351562 2.695312 -10.578125 3.25 -10.578125 C 3.40625 -10.578125 3.582031 -10.550781 3.78125 -10.5 C 3.988281 -10.457031 4.265625 -10.363281 4.609375 -10.21875 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-10\">\n",
"<path style=\"stroke:none;\" d=\"M 4.046875 -0.84375 C 4.921875 -0.84375 5.519531 -1.171875 5.84375 -1.828125 C 6.164062 -2.484375 6.328125 -3.21875 6.328125 -4.03125 C 6.328125 -4.75 6.207031 -5.335938 5.96875 -5.796875 C 5.601562 -6.515625 4.96875 -6.875 4.0625 -6.875 C 3.269531 -6.875 2.691406 -6.566406 2.328125 -5.953125 C 1.960938 -5.347656 1.78125 -4.613281 1.78125 -3.75 C 1.78125 -2.914062 1.960938 -2.222656 2.328125 -1.671875 C 2.691406 -1.117188 3.265625 -0.84375 4.046875 -0.84375 Z M 4.109375 -8.015625 C 5.109375 -8.015625 5.953125 -7.679688 6.640625 -7.015625 C 7.335938 -6.347656 7.6875 -5.363281 7.6875 -4.0625 C 7.6875 -2.800781 7.378906 -1.757812 6.765625 -0.9375 C 6.160156 -0.125 5.21875 0.28125 3.9375 0.28125 C 2.863281 0.28125 2.007812 -0.078125 1.375 -0.796875 C 0.738281 -1.523438 0.421875 -2.503906 0.421875 -3.734375 C 0.421875 -5.035156 0.753906 -6.070312 1.421875 -6.84375 C 2.085938 -7.625 2.984375 -8.015625 4.109375 -8.015625 Z M 4.0625 -7.984375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-11\">\n",
"<path style=\"stroke:none;\" d=\"\"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-12\">\n",
"<path style=\"stroke:none;\" d=\"M 0.953125 -7.796875 L 2.203125 -7.796875 L 2.203125 -6.6875 C 2.578125 -7.144531 2.96875 -7.472656 3.375 -7.671875 C 3.789062 -7.867188 4.25 -7.96875 4.75 -7.96875 C 5.851562 -7.96875 6.601562 -7.582031 7 -6.8125 C 7.207031 -6.382812 7.3125 -5.78125 7.3125 -5 L 7.3125 0 L 5.984375 0 L 5.984375 -4.90625 C 5.984375 -5.382812 5.910156 -5.769531 5.765625 -6.0625 C 5.535156 -6.550781 5.113281 -6.796875 4.5 -6.796875 C 4.195312 -6.796875 3.941406 -6.765625 3.734375 -6.703125 C 3.378906 -6.585938 3.066406 -6.375 2.796875 -6.0625 C 2.578125 -5.800781 2.429688 -5.53125 2.359375 -5.25 C 2.296875 -4.976562 2.265625 -4.585938 2.265625 -4.078125 L 2.265625 0 L 0.953125 0 Z M 4.046875 -7.984375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-13\">\n",
"<path style=\"stroke:none;\" d=\"M 0.953125 -7.796875 L 2.25 -7.796875 L 2.25 -6.6875 C 2.5625 -7.070312 2.84375 -7.351562 3.09375 -7.53125 C 3.53125 -7.820312 4.023438 -7.96875 4.578125 -7.96875 C 5.191406 -7.96875 5.6875 -7.816406 6.0625 -7.515625 C 6.28125 -7.335938 6.476562 -7.078125 6.65625 -6.734375 C 6.945312 -7.148438 7.285156 -7.457031 7.671875 -7.65625 C 8.066406 -7.863281 8.507812 -7.96875 9 -7.96875 C 10.050781 -7.96875 10.765625 -7.585938 11.140625 -6.828125 C 11.347656 -6.421875 11.453125 -5.875 11.453125 -5.1875 L 11.453125 0 L 10.09375 0 L 10.09375 -5.421875 C 10.09375 -5.929688 9.960938 -6.285156 9.703125 -6.484375 C 9.441406 -6.679688 9.125 -6.78125 8.75 -6.78125 C 8.238281 -6.78125 7.796875 -6.609375 7.421875 -6.265625 C 7.046875 -5.921875 6.859375 -5.34375 6.859375 -4.53125 L 6.859375 0 L 5.53125 0 L 5.53125 -5.09375 C 5.53125 -5.613281 5.46875 -6 5.34375 -6.25 C 5.144531 -6.613281 4.773438 -6.796875 4.234375 -6.796875 C 3.734375 -6.796875 3.28125 -6.601562 2.875 -6.21875 C 2.46875 -5.832031 2.265625 -5.140625 2.265625 -4.140625 L 2.265625 0 L 0.953125 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-14\">\n",
"<path style=\"stroke:none;\" d=\"M 1.96875 -2.078125 C 1.96875 -1.691406 2.101562 -1.390625 2.375 -1.171875 C 2.65625 -0.960938 2.984375 -0.859375 3.359375 -0.859375 C 3.816406 -0.859375 4.265625 -0.960938 4.703125 -1.171875 C 5.429688 -1.523438 5.796875 -2.101562 5.796875 -2.90625 L 5.796875 -3.96875 C 5.628906 -3.863281 5.421875 -3.773438 5.171875 -3.703125 C 4.921875 -3.640625 4.675781 -3.59375 4.4375 -3.5625 L 3.640625 -3.46875 C 3.160156 -3.40625 2.800781 -3.304688 2.5625 -3.171875 C 2.164062 -2.941406 1.96875 -2.578125 1.96875 -2.078125 Z M 5.140625 -4.71875 C 5.441406 -4.757812 5.644531 -4.890625 5.75 -5.109375 C 5.800781 -5.222656 5.828125 -5.390625 5.828125 -5.609375 C 5.828125 -6.054688 5.664062 -6.378906 5.34375 -6.578125 C 5.03125 -6.773438 4.578125 -6.875 3.984375 -6.875 C 3.304688 -6.875 2.820312 -6.691406 2.53125 -6.328125 C 2.375 -6.117188 2.269531 -5.816406 2.21875 -5.421875 L 1 -5.421875 C 1.019531 -6.378906 1.328125 -7.046875 1.921875 -7.421875 C 2.523438 -7.796875 3.222656 -7.984375 4.015625 -7.984375 C 4.929688 -7.984375 5.675781 -7.804688 6.25 -7.453125 C 6.820312 -7.109375 7.109375 -6.566406 7.109375 -5.828125 L 7.109375 -1.34375 C 7.109375 -1.207031 7.132812 -1.097656 7.1875 -1.015625 C 7.238281 -0.929688 7.359375 -0.890625 7.546875 -0.890625 C 7.597656 -0.890625 7.660156 -0.890625 7.734375 -0.890625 C 7.804688 -0.898438 7.882812 -0.914062 7.96875 -0.9375 L 7.96875 0.03125 C 7.769531 0.09375 7.613281 0.128906 7.5 0.140625 C 7.394531 0.160156 7.25 0.171875 7.0625 0.171875 C 6.613281 0.171875 6.285156 0.0078125 6.078125 -0.3125 C 5.972656 -0.476562 5.898438 -0.71875 5.859375 -1.03125 C 5.585938 -0.6875 5.203125 -0.382812 4.703125 -0.125 C 4.203125 0.132812 3.65625 0.265625 3.0625 0.265625 C 2.332031 0.265625 1.738281 0.046875 1.28125 -0.390625 C 0.820312 -0.835938 0.59375 -1.390625 0.59375 -2.046875 C 0.59375 -2.765625 0.816406 -3.320312 1.265625 -3.71875 C 1.722656 -4.125 2.316406 -4.375 3.046875 -4.46875 Z M 4.046875 -7.984375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-15\">\n",
"<path style=\"stroke:none;\" d=\"M 1 -10.6875 L 2.3125 -10.6875 L 2.3125 0 L 1 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-0\">\n",
"<path style=\"stroke:none;\" d=\"M 0.40625 0 L 0.40625 -8.96875 L 7.515625 -8.96875 L 7.515625 0 Z M 6.390625 -1.125 L 6.390625 -7.84375 L 1.53125 -7.84375 L 1.53125 -1.125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-1\">\n",
"<path style=\"stroke:none;\" d=\"M 1.65625 -8.96875 L 4.234375 -1.328125 L 6.78125 -8.96875 L 8.140625 -8.96875 L 4.875 0 L 3.578125 0 L 0.3125 -8.96875 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-2\">\n",
"<path style=\"stroke:none;\" d=\"M 1.640625 -1.734375 C 1.640625 -1.421875 1.753906 -1.171875 1.984375 -0.984375 C 2.222656 -0.804688 2.5 -0.71875 2.8125 -0.71875 C 3.207031 -0.71875 3.582031 -0.804688 3.9375 -0.984375 C 4.550781 -1.273438 4.859375 -1.757812 4.859375 -2.4375 L 4.859375 -3.328125 C 4.722656 -3.242188 4.546875 -3.171875 4.328125 -3.109375 C 4.117188 -3.054688 3.914062 -3.015625 3.71875 -2.984375 L 3.046875 -2.90625 C 2.648438 -2.851562 2.351562 -2.769531 2.15625 -2.65625 C 1.8125 -2.46875 1.640625 -2.160156 1.640625 -1.734375 Z M 4.3125 -3.96875 C 4.5625 -4 4.726562 -4.101562 4.8125 -4.28125 C 4.863281 -4.375 4.890625 -4.515625 4.890625 -4.703125 C 4.890625 -5.078125 4.753906 -5.347656 4.484375 -5.515625 C 4.222656 -5.679688 3.84375 -5.765625 3.34375 -5.765625 C 2.769531 -5.765625 2.363281 -5.609375 2.125 -5.296875 C 1.988281 -5.128906 1.898438 -4.878906 1.859375 -4.546875 L 0.84375 -4.546875 C 0.851562 -5.347656 1.109375 -5.90625 1.609375 -6.21875 C 2.117188 -6.539062 2.707031 -6.703125 3.375 -6.703125 C 4.132812 -6.703125 4.757812 -6.550781 5.25 -6.25 C 5.71875 -5.957031 5.953125 -5.503906 5.953125 -4.890625 L 5.953125 -1.125 C 5.953125 -1.007812 5.972656 -0.914062 6.015625 -0.84375 C 6.066406 -0.78125 6.171875 -0.75 6.328125 -0.75 C 6.367188 -0.75 6.421875 -0.75 6.484375 -0.75 C 6.546875 -0.757812 6.613281 -0.769531 6.6875 -0.78125 L 6.6875 0.03125 C 6.507812 0.0820312 6.375 0.113281 6.28125 0.125 C 6.195312 0.132812 6.078125 0.140625 5.921875 0.140625 C 5.546875 0.140625 5.273438 0.00390625 5.109375 -0.265625 C 5.015625 -0.398438 4.945312 -0.597656 4.90625 -0.859375 C 4.6875 -0.566406 4.367188 -0.3125 3.953125 -0.09375 C 3.535156 0.113281 3.070312 0.21875 2.5625 0.21875 C 1.957031 0.21875 1.460938 0.0351562 1.078125 -0.328125 C 0.691406 -0.703125 0.5 -1.164062 0.5 -1.71875 C 0.5 -2.320312 0.6875 -2.789062 1.0625 -3.125 C 1.445312 -3.457031 1.945312 -3.660156 2.5625 -3.734375 Z M 3.40625 -6.703125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-3\">\n",
"<path style=\"stroke:none;\" d=\"M 0.84375 -6.53125 L 1.875 -6.53125 L 1.875 -5.40625 C 1.96875 -5.625 2.179688 -5.890625 2.515625 -6.203125 C 2.847656 -6.523438 3.226562 -6.6875 3.65625 -6.6875 C 3.675781 -6.6875 3.710938 -6.679688 3.765625 -6.671875 C 3.816406 -6.671875 3.898438 -6.664062 4.015625 -6.65625 L 4.015625 -5.5 C 3.953125 -5.507812 3.890625 -5.515625 3.828125 -5.515625 C 3.773438 -5.523438 3.71875 -5.53125 3.65625 -5.53125 C 3.101562 -5.53125 2.675781 -5.347656 2.375 -4.984375 C 2.082031 -4.628906 1.9375 -4.222656 1.9375 -3.765625 L 1.9375 0 L 0.84375 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-4\">\n",
"<path style=\"stroke:none;\" d=\"M 0.8125 -6.5 L 1.921875 -6.5 L 1.921875 0 L 0.8125 0 Z M 0.8125 -8.96875 L 1.921875 -8.96875 L 1.921875 -7.71875 L 0.8125 -7.71875 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-5\">\n",
"<path style=\"stroke:none;\" d=\"M 1.640625 -1.734375 C 1.640625 -1.421875 1.753906 -1.171875 1.984375 -0.984375 C 2.222656 -0.804688 2.5 -0.71875 2.8125 -0.71875 C 3.207031 -0.71875 3.582031 -0.804688 3.9375 -0.984375 C 4.550781 -1.273438 4.859375 -1.757812 4.859375 -2.4375 L 4.859375 -3.328125 C 4.722656 -3.242188 4.546875 -3.171875 4.328125 -3.109375 C 4.117188 -3.054688 3.914062 -3.015625 3.71875 -2.984375 L 3.046875 -2.90625 C 2.648438 -2.851562 2.351562 -2.769531 2.15625 -2.65625 C 1.8125 -2.46875 1.640625 -2.160156 1.640625 -1.734375 Z M 4.3125 -3.96875 C 4.5625 -4 4.726562 -4.101562 4.8125 -4.28125 C 4.863281 -4.375 4.890625 -4.515625 4.890625 -4.703125 C 4.890625 -5.078125 4.753906 -5.347656 4.484375 -5.515625 C 4.222656 -5.679688 3.84375 -5.765625 3.34375 -5.765625 C 2.769531 -5.765625 2.363281 -5.609375 2.125 -5.296875 C 1.988281 -5.128906 1.898438 -4.878906 1.859375 -4.546875 L 0.84375 -4.546875 C 0.851562 -5.347656 1.109375 -5.90625 1.609375 -6.21875 C 2.117188 -6.539062 2.707031 -6.703125 3.375 -6.703125 C 4.132812 -6.703125 4.757812 -6.550781 5.25 -6.25 C 5.71875 -5.957031 5.953125 -5.503906 5.953125 -4.890625 L 5.953125 -1.125 C 5.953125 -1.007812 5.972656 -0.914062 6.015625 -0.84375 C 6.066406 -0.78125 6.171875 -0.75 6.328125 -0.75 C 6.367188 -0.75 6.421875 -0.75 6.484375 -0.75 C 6.546875 -0.757812 6.613281 -0.769531 6.6875 -0.78125 L 6.6875 0.03125 C 6.507812 0.0820312 6.375 0.113281 6.28125 0.125 C 6.195312 0.132812 6.078125 0.140625 5.921875 0.140625 C 5.546875 0.140625 5.273438 0.00390625 5.109375 -0.265625 C 5.015625 -0.398438 4.945312 -0.597656 4.90625 -0.859375 C 4.6875 -0.566406 4.367188 -0.3125 3.953125 -0.09375 C 3.535156 0.113281 3.070312 0.21875 2.5625 0.21875 C 1.957031 0.21875 1.460938 0.0351562 1.078125 -0.328125 C 0.691406 -0.703125 0.5 -1.164062 0.5 -1.71875 C 0.5 -2.320312 0.6875 -2.789062 1.0625 -3.125 C 1.445312 -3.457031 1.945312 -3.660156 2.5625 -3.734375 Z M 3.40625 -6.703125 Z M 4.765625 -9.171875 L 3.140625 -7.40625 L 2.296875 -7.40625 L 3.40625 -9.171875 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-6\">\n",
"<path style=\"stroke:none;\" d=\"M 1.34375 -6.53125 L 3.09375 -1.21875 L 4.90625 -6.53125 L 6.109375 -6.53125 L 3.65625 0 L 2.484375 0 L 0.0625 -6.53125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-7\">\n",
"<path style=\"stroke:none;\" d=\"M 3.53125 -6.6875 C 3.988281 -6.6875 4.4375 -6.578125 4.875 -6.359375 C 5.3125 -6.140625 5.644531 -5.859375 5.875 -5.515625 C 6.09375 -5.179688 6.238281 -4.796875 6.3125 -4.359375 C 6.375 -4.054688 6.40625 -3.578125 6.40625 -2.921875 L 1.625 -2.921875 C 1.632812 -2.253906 1.785156 -1.71875 2.078125 -1.3125 C 2.378906 -0.914062 2.835938 -0.71875 3.453125 -0.71875 C 4.023438 -0.71875 4.484375 -0.90625 4.828125 -1.28125 C 5.015625 -1.507812 5.148438 -1.765625 5.234375 -2.046875 L 6.3125 -2.046875 C 6.289062 -1.804688 6.195312 -1.539062 6.03125 -1.25 C 5.875 -0.957031 5.695312 -0.71875 5.5 -0.53125 C 5.164062 -0.195312 4.75 0.0234375 4.25 0.140625 C 3.988281 0.203125 3.691406 0.234375 3.359375 0.234375 C 2.546875 0.234375 1.851562 -0.0625 1.28125 -0.65625 C 0.71875 -1.25 0.4375 -2.078125 0.4375 -3.140625 C 0.4375 -4.191406 0.722656 -5.046875 1.296875 -5.703125 C 1.867188 -6.359375 2.613281 -6.6875 3.53125 -6.6875 Z M 5.28125 -3.796875 C 5.238281 -4.265625 5.132812 -4.644531 4.96875 -4.9375 C 4.664062 -5.457031 4.160156 -5.71875 3.453125 -5.71875 C 2.953125 -5.71875 2.53125 -5.535156 2.1875 -5.171875 C 1.84375 -4.804688 1.660156 -4.347656 1.640625 -3.796875 Z M 3.421875 -6.703125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-8\">\n",
"<path style=\"stroke:none;\" d=\"M 0.84375 -8.96875 L 1.9375 -8.96875 L 1.9375 0 L 0.84375 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-9\">\n",
"<path style=\"stroke:none;\" d=\"\"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-10\">\n",
"<path style=\"stroke:none;\" d=\"M 1.5 -3.1875 C 1.5 -2.488281 1.644531 -1.898438 1.9375 -1.421875 C 2.238281 -0.953125 2.71875 -0.71875 3.375 -0.71875 C 3.882812 -0.71875 4.300781 -0.9375 4.625 -1.375 C 4.957031 -1.8125 5.125 -2.441406 5.125 -3.265625 C 5.125 -4.085938 4.953125 -4.695312 4.609375 -5.09375 C 4.273438 -5.488281 3.859375 -5.6875 3.359375 -5.6875 C 2.804688 -5.6875 2.359375 -5.472656 2.015625 -5.046875 C 1.671875 -4.628906 1.5 -4.007812 1.5 -3.1875 Z M 3.15625 -6.65625 C 3.65625 -6.65625 4.070312 -6.546875 4.40625 -6.328125 C 4.601562 -6.210938 4.828125 -6 5.078125 -5.6875 L 5.078125 -9 L 6.140625 -9 L 6.140625 0 L 5.140625 0 L 5.140625 -0.90625 C 4.890625 -0.507812 4.585938 -0.21875 4.234375 -0.03125 C 3.890625 0.144531 3.488281 0.234375 3.03125 0.234375 C 2.300781 0.234375 1.671875 -0.0703125 1.140625 -0.6875 C 0.609375 -1.300781 0.34375 -2.113281 0.34375 -3.125 C 0.34375 -4.082031 0.582031 -4.910156 1.0625 -5.609375 C 1.550781 -6.304688 2.25 -6.65625 3.15625 -6.65625 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-11\">\n",
"<path style=\"stroke:none;\" d=\"M 3.5625 -0.734375 C 4.070312 -0.734375 4.5 -0.945312 4.84375 -1.375 C 5.1875 -1.8125 5.359375 -2.457031 5.359375 -3.3125 C 5.359375 -3.832031 5.28125 -4.28125 5.125 -4.65625 C 4.84375 -5.375 4.320312 -5.734375 3.5625 -5.734375 C 2.800781 -5.734375 2.28125 -5.351562 2 -4.59375 C 1.851562 -4.1875 1.78125 -3.671875 1.78125 -3.046875 C 1.78125 -2.535156 1.851562 -2.101562 2 -1.75 C 2.28125 -1.070312 2.800781 -0.734375 3.5625 -0.734375 Z M 0.71875 -6.5 L 1.78125 -6.5 L 1.78125 -5.640625 C 2.007812 -5.929688 2.253906 -6.160156 2.515625 -6.328125 C 2.878906 -6.578125 3.3125 -6.703125 3.8125 -6.703125 C 4.550781 -6.703125 5.175781 -6.414062 5.6875 -5.84375 C 6.207031 -5.28125 6.46875 -4.46875 6.46875 -3.40625 C 6.46875 -1.988281 6.097656 -0.972656 5.359375 -0.359375 C 4.890625 0.0234375 4.34375 0.21875 3.71875 0.21875 C 3.21875 0.21875 2.800781 0.109375 2.46875 -0.109375 C 2.269531 -0.222656 2.050781 -0.429688 1.8125 -0.734375 L 1.8125 2.609375 L 0.71875 2.609375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-12\">\n",
"<path style=\"stroke:none;\" d=\"M 0.8125 -6.53125 L 1.84375 -6.53125 L 1.84375 -5.609375 C 2.15625 -5.992188 2.484375 -6.269531 2.828125 -6.4375 C 3.171875 -6.601562 3.554688 -6.6875 3.984375 -6.6875 C 4.910156 -6.6875 5.535156 -6.363281 5.859375 -5.71875 C 6.046875 -5.363281 6.140625 -4.851562 6.140625 -4.1875 L 6.140625 0 L 5.015625 0 L 5.015625 -4.125 C 5.015625 -4.519531 4.957031 -4.835938 4.84375 -5.078125 C 4.644531 -5.484375 4.289062 -5.6875 3.78125 -5.6875 C 3.519531 -5.6875 3.304688 -5.660156 3.140625 -5.609375 C 2.835938 -5.523438 2.570312 -5.347656 2.34375 -5.078125 C 2.15625 -4.859375 2.035156 -4.632812 1.984375 -4.40625 C 1.929688 -4.175781 1.90625 -3.847656 1.90625 -3.421875 L 1.90625 0 L 0.8125 0 Z M 3.390625 -6.703125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-13\">\n",
"<path style=\"stroke:none;\" d=\"M 1.03125 -8.359375 L 2.140625 -8.359375 L 2.140625 -6.53125 L 3.1875 -6.53125 L 3.1875 -5.640625 L 2.140625 -5.640625 L 2.140625 -1.375 C 2.140625 -1.144531 2.21875 -0.992188 2.375 -0.921875 C 2.457031 -0.867188 2.597656 -0.84375 2.796875 -0.84375 C 2.847656 -0.84375 2.90625 -0.84375 2.96875 -0.84375 C 3.03125 -0.851562 3.101562 -0.859375 3.1875 -0.859375 L 3.1875 0 C 3.050781 0.0390625 2.914062 0.0664062 2.78125 0.078125 C 2.644531 0.0976562 2.5 0.109375 2.34375 0.109375 C 1.832031 0.109375 1.484375 -0.0195312 1.296875 -0.28125 C 1.117188 -0.550781 1.03125 -0.894531 1.03125 -1.3125 L 1.03125 -5.640625 L 0.140625 -5.640625 L 0.140625 -6.53125 L 1.03125 -6.53125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-14\">\n",
"<path style=\"stroke:none;\" d=\"M 3.25 0.234375 C 2.21875 0.234375 1.46875 -0.046875 1 -0.609375 C 0.53125 -1.179688 0.296875 -1.875 0.296875 -2.6875 L 1.453125 -2.6875 C 1.492188 -2.125 1.597656 -1.710938 1.765625 -1.453125 C 2.046875 -0.992188 2.5625 -0.765625 3.3125 -0.765625 C 3.882812 -0.765625 4.34375 -0.914062 4.6875 -1.21875 C 5.039062 -1.53125 5.21875 -1.929688 5.21875 -2.421875 C 5.21875 -3.023438 5.035156 -3.445312 4.671875 -3.6875 C 4.304688 -3.925781 3.796875 -4.046875 3.140625 -4.046875 C 3.066406 -4.046875 2.988281 -4.046875 2.90625 -4.046875 C 2.832031 -4.046875 2.757812 -4.039062 2.6875 -4.03125 L 2.6875 -5 C 2.800781 -4.988281 2.894531 -4.976562 2.96875 -4.96875 C 3.050781 -4.96875 3.132812 -4.96875 3.21875 -4.96875 C 3.632812 -4.96875 3.972656 -5.035156 4.234375 -5.171875 C 4.703125 -5.398438 4.9375 -5.804688 4.9375 -6.390625 C 4.9375 -6.828125 4.78125 -7.160156 4.46875 -7.390625 C 4.15625 -7.628906 3.796875 -7.75 3.390625 -7.75 C 2.648438 -7.75 2.144531 -7.503906 1.875 -7.015625 C 1.71875 -6.742188 1.628906 -6.363281 1.609375 -5.875 L 0.515625 -5.875 C 0.515625 -6.519531 0.644531 -7.070312 0.90625 -7.53125 C 1.351562 -8.34375 2.140625 -8.75 3.265625 -8.75 C 4.160156 -8.75 4.851562 -8.550781 5.34375 -8.15625 C 5.832031 -7.757812 6.078125 -7.1875 6.078125 -6.4375 C 6.078125 -5.894531 5.929688 -5.457031 5.640625 -5.125 C 5.460938 -4.914062 5.226562 -4.753906 4.9375 -4.640625 C 5.40625 -4.515625 5.765625 -4.269531 6.015625 -3.90625 C 6.273438 -3.550781 6.40625 -3.113281 6.40625 -2.59375 C 6.40625 -1.757812 6.128906 -1.078125 5.578125 -0.546875 C 5.035156 -0.0234375 4.257812 0.234375 3.25 0.234375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-15\">\n",
"<path style=\"stroke:none;\" d=\"M 1.0625 -1.328125 L 2.34375 -1.328125 L 2.34375 0 L 1.0625 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-16\">\n",
"<path style=\"stroke:none;\" d=\"M 4.125 -3.09375 L 4.125 -7.0625 L 1.328125 -3.09375 Z M 4.15625 0 L 4.15625 -2.140625 L 0.3125 -2.140625 L 0.3125 -3.203125 L 4.328125 -8.765625 L 5.25 -8.765625 L 5.25 -3.09375 L 6.53125 -3.09375 L 6.53125 -2.140625 L 5.25 -2.140625 L 5.25 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-17\">\n",
"<path style=\"stroke:none;\" d=\"M 1.546875 -2.234375 C 1.617188 -1.597656 1.910156 -1.160156 2.421875 -0.921875 C 2.679688 -0.804688 2.984375 -0.75 3.328125 -0.75 C 3.972656 -0.75 4.453125 -0.953125 4.765625 -1.359375 C 5.078125 -1.773438 5.234375 -2.238281 5.234375 -2.75 C 5.234375 -3.351562 5.046875 -3.820312 4.671875 -4.15625 C 4.304688 -4.488281 3.863281 -4.65625 3.34375 -4.65625 C 2.957031 -4.65625 2.628906 -4.582031 2.359375 -4.4375 C 2.085938 -4.289062 1.859375 -4.085938 1.671875 -3.828125 L 0.71875 -3.890625 L 1.390625 -8.59375 L 5.921875 -8.59375 L 5.921875 -7.53125 L 2.203125 -7.53125 L 1.84375 -5.109375 C 2.039062 -5.253906 2.234375 -5.367188 2.421875 -5.453125 C 2.742188 -5.585938 3.117188 -5.65625 3.546875 -5.65625 C 4.347656 -5.65625 5.023438 -5.394531 5.578125 -4.875 C 6.140625 -4.363281 6.421875 -3.707031 6.421875 -2.90625 C 6.421875 -2.082031 6.164062 -1.351562 5.65625 -0.71875 C 5.144531 -0.09375 4.328125 0.21875 3.203125 0.21875 C 2.492188 0.21875 1.863281 0.0195312 1.3125 -0.375 C 0.769531 -0.78125 0.46875 -1.398438 0.40625 -2.234375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-18\">\n",
"<path style=\"stroke:none;\" d=\"M 6.53125 -8.59375 L 6.53125 -7.640625 C 6.25 -7.367188 5.875 -6.894531 5.40625 -6.21875 C 4.945312 -5.539062 4.539062 -4.8125 4.1875 -4.03125 C 3.832031 -3.269531 3.5625 -2.578125 3.375 -1.953125 C 3.257812 -1.546875 3.109375 -0.894531 2.921875 0 L 1.703125 0 C 1.984375 -1.664062 2.59375 -3.328125 3.53125 -4.984375 C 4.09375 -5.953125 4.679688 -6.785156 5.296875 -7.484375 L 0.453125 -7.484375 L 0.453125 -8.59375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-19\">\n",
"<path style=\"stroke:none;\" d=\"M 3.40625 -5.078125 C 3.882812 -5.078125 4.257812 -5.210938 4.53125 -5.484375 C 4.800781 -5.753906 4.9375 -6.078125 4.9375 -6.453125 C 4.9375 -6.773438 4.804688 -7.070312 4.546875 -7.34375 C 4.285156 -7.613281 3.890625 -7.75 3.359375 -7.75 C 2.828125 -7.75 2.441406 -7.613281 2.203125 -7.34375 C 1.972656 -7.070312 1.859375 -6.753906 1.859375 -6.390625 C 1.859375 -5.984375 2.007812 -5.660156 2.3125 -5.421875 C 2.625 -5.191406 2.988281 -5.078125 3.40625 -5.078125 Z M 3.46875 -0.75 C 3.976562 -0.75 4.398438 -0.882812 4.734375 -1.15625 C 5.066406 -1.4375 5.234375 -1.847656 5.234375 -2.390625 C 5.234375 -2.953125 5.0625 -3.378906 4.71875 -3.671875 C 4.375 -3.972656 3.929688 -4.125 3.390625 -4.125 C 2.859375 -4.125 2.425781 -3.972656 2.09375 -3.671875 C 1.769531 -3.367188 1.609375 -2.953125 1.609375 -2.421875 C 1.609375 -1.972656 1.757812 -1.582031 2.0625 -1.25 C 2.363281 -0.914062 2.832031 -0.75 3.46875 -0.75 Z M 1.90625 -4.65625 C 1.601562 -4.789062 1.363281 -4.941406 1.1875 -5.109375 C 0.863281 -5.441406 0.703125 -5.867188 0.703125 -6.390625 C 0.703125 -7.035156 0.9375 -7.59375 1.40625 -8.0625 C 1.882812 -8.53125 2.554688 -8.765625 3.421875 -8.765625 C 4.265625 -8.765625 4.921875 -8.539062 5.390625 -8.09375 C 5.867188 -7.65625 6.109375 -7.144531 6.109375 -6.5625 C 6.109375 -6.007812 5.96875 -5.566406 5.6875 -5.234375 C 5.539062 -5.035156 5.300781 -4.847656 4.96875 -4.671875 C 5.332031 -4.503906 5.617188 -4.3125 5.828125 -4.09375 C 6.210938 -3.6875 6.40625 -3.160156 6.40625 -2.515625 C 6.40625 -1.742188 6.144531 -1.085938 5.625 -0.546875 C 5.113281 -0.015625 4.382812 0.25 3.4375 0.25 C 2.59375 0.25 1.875 0.0195312 1.28125 -0.4375 C 0.695312 -0.90625 0.40625 -1.578125 0.40625 -2.453125 C 0.40625 -2.972656 0.53125 -3.421875 0.78125 -3.796875 C 1.03125 -4.171875 1.40625 -4.457031 1.90625 -4.65625 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-20\">\n",
"<path style=\"stroke:none;\" d=\"M 3.375 -8.734375 C 4.507812 -8.734375 5.328125 -8.269531 5.828125 -7.34375 C 6.222656 -6.625 6.421875 -5.632812 6.421875 -4.375 C 6.421875 -3.1875 6.242188 -2.207031 5.890625 -1.4375 C 5.378906 -0.320312 4.539062 0.234375 3.375 0.234375 C 2.320312 0.234375 1.539062 -0.21875 1.03125 -1.125 C 0.601562 -1.882812 0.390625 -2.90625 0.390625 -4.1875 C 0.390625 -5.1875 0.519531 -6.039062 0.78125 -6.75 C 1.257812 -8.070312 2.125 -8.734375 3.375 -8.734375 Z M 3.375 -0.765625 C 3.9375 -0.765625 4.382812 -1.015625 4.71875 -1.515625 C 5.0625 -2.023438 5.234375 -2.96875 5.234375 -4.34375 C 5.234375 -5.332031 5.109375 -6.144531 4.859375 -6.78125 C 4.617188 -7.425781 4.148438 -7.75 3.453125 -7.75 C 2.804688 -7.75 2.332031 -7.441406 2.03125 -6.828125 C 1.726562 -6.222656 1.578125 -5.332031 1.578125 -4.15625 C 1.578125 -3.257812 1.675781 -2.539062 1.875 -2 C 2.164062 -1.175781 2.664062 -0.765625 3.375 -0.765625 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-21\">\n",
"<path style=\"stroke:none;\" d=\"M 1.203125 -6.1875 L 1.203125 -7.03125 C 1.992188 -7.101562 2.546875 -7.226562 2.859375 -7.40625 C 3.171875 -7.59375 3.40625 -8.023438 3.5625 -8.703125 L 4.421875 -8.703125 L 4.421875 0 L 3.25 0 L 3.25 -6.1875 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-22\">\n",
"<path style=\"stroke:none;\" d=\"M 0.390625 0 C 0.429688 -0.75 0.585938 -1.398438 0.859375 -1.953125 C 1.128906 -2.515625 1.65625 -3.023438 2.4375 -3.484375 L 3.609375 -4.15625 C 4.140625 -4.46875 4.507812 -4.726562 4.71875 -4.9375 C 5.050781 -5.28125 5.21875 -5.671875 5.21875 -6.109375 C 5.21875 -6.609375 5.0625 -7.007812 4.75 -7.3125 C 4.445312 -7.613281 4.046875 -7.765625 3.546875 -7.765625 C 2.785156 -7.765625 2.265625 -7.476562 1.984375 -6.90625 C 1.828125 -6.601562 1.738281 -6.179688 1.71875 -5.640625 L 0.609375 -5.640625 C 0.617188 -6.398438 0.757812 -7.019531 1.03125 -7.5 C 1.5 -8.34375 2.335938 -8.765625 3.546875 -8.765625 C 4.546875 -8.765625 5.273438 -8.492188 5.734375 -7.953125 C 6.203125 -7.410156 6.4375 -6.8125 6.4375 -6.15625 C 6.4375 -5.457031 6.1875 -4.859375 5.6875 -4.359375 C 5.40625 -4.066406 4.894531 -3.71875 4.15625 -3.3125 L 3.328125 -2.84375 C 2.929688 -2.625 2.617188 -2.414062 2.390625 -2.21875 C 1.984375 -1.863281 1.726562 -1.46875 1.625 -1.03125 L 6.390625 -1.03125 L 6.390625 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-23\">\n",
"<path style=\"stroke:none;\" d=\"M 3.65625 -8.78125 C 4.632812 -8.78125 5.316406 -8.523438 5.703125 -8.015625 C 6.085938 -7.503906 6.28125 -6.984375 6.28125 -6.453125 L 5.1875 -6.453125 C 5.125 -6.796875 5.019531 -7.066406 4.875 -7.265625 C 4.613281 -7.628906 4.210938 -7.8125 3.671875 -7.8125 C 3.054688 -7.8125 2.566406 -7.523438 2.203125 -6.953125 C 1.847656 -6.390625 1.648438 -5.578125 1.609375 -4.515625 C 1.859375 -4.890625 2.175781 -5.171875 2.5625 -5.359375 C 2.90625 -5.515625 3.296875 -5.59375 3.734375 -5.59375 C 4.460938 -5.59375 5.097656 -5.359375 5.640625 -4.890625 C 6.191406 -4.421875 6.46875 -3.722656 6.46875 -2.796875 C 6.46875 -2.003906 6.207031 -1.300781 5.6875 -0.6875 C 5.164062 -0.0820312 4.429688 0.21875 3.484375 0.21875 C 2.660156 0.21875 1.953125 -0.0859375 1.359375 -0.703125 C 0.765625 -1.328125 0.46875 -2.375 0.46875 -3.84375 C 0.46875 -4.925781 0.597656 -5.847656 0.859375 -6.609375 C 1.367188 -8.054688 2.300781 -8.78125 3.65625 -8.78125 Z M 3.578125 -0.75 C 4.148438 -0.75 4.578125 -0.941406 4.859375 -1.328125 C 5.148438 -1.722656 5.296875 -2.179688 5.296875 -2.703125 C 5.296875 -3.148438 5.164062 -3.578125 4.90625 -3.984375 C 4.65625 -4.390625 4.191406 -4.59375 3.515625 -4.59375 C 3.046875 -4.59375 2.632812 -4.4375 2.28125 -4.125 C 1.925781 -3.8125 1.75 -3.335938 1.75 -2.703125 C 1.75 -2.148438 1.910156 -1.6875 2.234375 -1.3125 C 2.554688 -0.9375 3.003906 -0.75 3.578125 -0.75 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-24\">\n",
"<path style=\"stroke:none;\" d=\"M 1.65625 -2.109375 C 1.6875 -1.503906 1.921875 -1.085938 2.359375 -0.859375 C 2.585938 -0.734375 2.84375 -0.671875 3.125 -0.671875 C 3.644531 -0.671875 4.085938 -0.890625 4.453125 -1.328125 C 4.828125 -1.765625 5.09375 -2.648438 5.25 -3.984375 C 5.007812 -3.597656 4.707031 -3.328125 4.34375 -3.171875 C 3.976562 -3.015625 3.59375 -2.9375 3.1875 -2.9375 C 2.34375 -2.9375 1.675781 -3.195312 1.1875 -3.71875 C 0.695312 -4.25 0.453125 -4.925781 0.453125 -5.75 C 0.453125 -6.550781 0.691406 -7.25 1.171875 -7.84375 C 1.648438 -8.445312 2.363281 -8.75 3.3125 -8.75 C 4.582031 -8.75 5.460938 -8.175781 5.953125 -7.03125 C 6.222656 -6.394531 6.359375 -5.601562 6.359375 -4.65625 C 6.359375 -3.59375 6.195312 -2.644531 5.875 -1.8125 C 5.34375 -0.4375 4.4375 0.25 3.15625 0.25 C 2.300781 0.25 1.648438 0.0234375 1.203125 -0.421875 C 0.765625 -0.867188 0.546875 -1.429688 0.546875 -2.109375 Z M 3.328125 -3.90625 C 3.765625 -3.90625 4.160156 -4.046875 4.515625 -4.328125 C 4.878906 -4.617188 5.0625 -5.125 5.0625 -5.84375 C 5.0625 -6.488281 4.898438 -6.96875 4.578125 -7.28125 C 4.253906 -7.59375 3.84375 -7.75 3.34375 -7.75 C 2.800781 -7.75 2.375 -7.566406 2.0625 -7.203125 C 1.75 -6.847656 1.59375 -6.367188 1.59375 -5.765625 C 1.59375 -5.191406 1.726562 -4.738281 2 -4.40625 C 2.28125 -4.070312 2.722656 -3.90625 3.328125 -3.90625 Z \"/>\n",
"</symbol>\n",
"</g>\n",
"</defs>\n",
"<g id=\"surface65\">\n",
"<rect x=\"0\" y=\"0\" width=\"504\" height=\"504\" style=\"fill:rgb(100%,100%,100%);fill-opacity:1;stroke:none;\"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 74.398438 416.800781 L 74.785156 416.796875 L 75.167969 416.792969 L 75.554688 416.789062 L 76.320312 416.78125 L 76.707031 416.777344 L 77.089844 416.769531 L 77.476562 416.765625 L 78.242188 416.757812 L 78.628906 416.75 L 79.011719 416.746094 L 79.398438 416.742188 L 79.78125 416.734375 L 80.164062 416.730469 L 80.550781 416.722656 L 80.933594 416.71875 L 81.320312 416.710938 L 81.703125 416.707031 L 82.085938 416.699219 L 82.472656 416.691406 L 82.855469 416.683594 L 83.242188 416.679688 L 84.007812 416.664062 L 84.394531 416.65625 L 84.777344 416.648438 L 85.164062 416.640625 L 85.546875 416.632812 L 85.929688 416.621094 L 86.316406 416.613281 L 86.699219 416.605469 L 87.085938 416.59375 L 87.46875 416.585938 L 87.851562 416.574219 L 88.238281 416.566406 L 88.621094 416.554688 L 89.007812 416.542969 L 89.773438 416.519531 L 90.160156 416.507812 L 90.542969 416.496094 L 90.929688 416.484375 L 91.3125 416.472656 L 91.699219 416.457031 L 92.082031 416.445312 L 92.464844 416.429688 L 92.851562 416.417969 L 93.234375 416.402344 L 93.621094 416.386719 L 94.386719 416.355469 L 94.773438 416.339844 L 95.15625 416.324219 L 95.542969 416.304688 L 95.925781 416.289062 L 96.308594 416.269531 L 96.695312 416.25 L 97.078125 416.230469 L 97.464844 416.210938 L 98.230469 416.171875 L 98.617188 416.152344 L 99 416.128906 L 99.386719 416.105469 L 99.769531 416.082031 L 100.152344 416.0625 L 100.539062 416.035156 L 100.921875 416.011719 L 101.308594 415.988281 L 102.074219 415.933594 L 102.460938 415.90625 L 102.84375 415.878906 L 103.230469 415.851562 L 103.996094 415.789062 L 104.382812 415.761719 L 104.765625 415.726562 L 105.152344 415.695312 L 105.535156 415.664062 L 105.917969 415.628906 L 106.304688 415.59375 L 106.6875 415.558594 L 107.074219 415.523438 L 107.839844 415.445312 L 108.226562 415.40625 L 108.609375 415.367188 L 108.996094 415.324219 L 109.761719 415.238281 L 110.148438 415.195312 L 110.53125 415.148438 L 110.917969 415.101562 L 111.683594 415.007812 L 112.070312 414.957031 L 112.453125 414.90625 L 112.839844 414.855469 L 113.605469 414.746094 L 113.992188 414.691406 L 114.375 414.632812 L 114.761719 414.574219 L 115.144531 414.515625 L 115.527344 414.453125 L 115.914062 414.390625 L 116.296875 414.324219 L 116.683594 414.261719 L 117.066406 414.191406 L 117.449219 414.125 L 117.835938 414.054688 L 118.21875 413.984375 L 118.605469 413.910156 L 118.988281 413.835938 L 119.371094 413.757812 L 119.757812 413.679688 L 120.140625 413.597656 L 120.527344 413.519531 L 121.292969 413.347656 L 121.679688 413.261719 L 122.0625 413.171875 L 122.449219 413.082031 L 122.832031 412.988281 L 123.21875 412.894531 L 123.601562 412.796875 L 123.984375 412.695312 L 124.371094 412.59375 L 124.753906 412.492188 L 125.140625 412.386719 L 125.90625 412.167969 L 126.292969 412.054688 L 126.675781 411.941406 L 127.0625 411.824219 L 127.828125 411.582031 L 128.214844 411.457031 L 128.597656 411.332031 L 128.984375 411.199219 L 129.367188 411.070312 L 129.75 410.933594 L 130.136719 410.796875 L 130.519531 410.65625 L 130.90625 410.511719 L 131.289062 410.367188 L 131.671875 410.21875 L 132.058594 410.066406 L 132.441406 409.910156 L 132.828125 409.75 L 133.210938 409.589844 L 133.59375 409.425781 L 133.980469 409.257812 L 134.363281 409.085938 L 134.75 408.914062 L 135.515625 408.554688 L 135.902344 408.371094 L 136.285156 408.183594 L 136.671875 407.992188 L 137.054688 407.796875 L 137.4375 407.597656 L 137.824219 407.394531 L 138.207031 407.191406 L 138.59375 406.980469 L 138.976562 406.765625 L 139.359375 406.546875 L 139.746094 406.328125 L 140.128906 406.101562 L 140.515625 405.871094 L 140.898438 405.636719 L 141.28125 405.398438 L 141.667969 405.15625 L 142.050781 404.910156 L 142.4375 404.65625 L 142.820312 404.402344 L 143.203125 404.140625 L 143.589844 403.878906 L 143.972656 403.609375 L 144.359375 403.332031 L 144.742188 403.054688 L 145.125 402.769531 L 145.511719 402.484375 L 145.894531 402.1875 L 146.28125 401.890625 L 146.664062 401.585938 L 147.046875 401.277344 L 147.433594 400.964844 L 147.816406 400.644531 L 148.203125 400.320312 L 148.96875 399.65625 L 149.355469 399.3125 L 149.738281 398.96875 L 150.125 398.613281 L 150.507812 398.257812 L 150.890625 397.894531 L 151.277344 397.523438 L 151.660156 397.148438 L 152.046875 396.765625 L 152.429688 396.378906 L 152.8125 395.988281 L 153.199219 395.585938 L 153.582031 395.179688 L 153.96875 394.769531 L 154.351562 394.351562 L 154.738281 393.925781 L 155.121094 393.492188 L 155.503906 393.054688 L 155.890625 392.609375 L 156.273438 392.160156 L 156.660156 391.699219 L 157.042969 391.234375 L 157.425781 390.761719 L 157.8125 390.285156 L 158.195312 389.796875 L 158.582031 389.304688 L 158.964844 388.804688 L 159.347656 388.296875 L 159.734375 387.78125 L 160.117188 387.261719 L 160.503906 386.730469 L 160.886719 386.195312 L 161.269531 385.648438 L 161.65625 385.097656 L 162.039062 384.539062 L 162.425781 383.96875 L 162.808594 383.394531 L 163.191406 382.8125 L 163.578125 382.21875 L 163.960938 381.621094 L 164.347656 381.015625 L 164.730469 380.398438 L 165.113281 379.773438 L 165.5 379.144531 L 165.882812 378.503906 L 166.269531 377.855469 L 166.652344 377.199219 L 167.035156 376.53125 L 167.421875 375.859375 L 167.804688 375.175781 L 168.191406 374.488281 L 168.574219 373.785156 L 168.957031 373.078125 L 169.34375 372.363281 L 169.726562 371.636719 L 170.113281 370.902344 L 170.496094 370.15625 L 170.878906 369.40625 L 171.265625 368.644531 L 171.648438 367.871094 L 172.035156 367.09375 L 172.417969 366.304688 L 172.800781 365.503906 L 173.1875 364.699219 L 173.570312 363.882812 L 173.957031 363.054688 L 174.339844 362.21875 L 174.722656 361.375 L 175.109375 360.519531 L 175.492188 359.65625 L 175.878906 358.785156 L 176.261719 357.902344 L 176.644531 357.007812 L 177.03125 356.109375 L 177.414062 355.195312 L 177.800781 354.273438 L 178.183594 353.34375 L 178.566406 352.402344 L 178.953125 351.453125 L 179.335938 350.492188 L 179.722656 349.523438 L 180.105469 348.542969 L 180.488281 347.554688 L 180.875 346.554688 L 181.257812 345.546875 L 181.644531 344.527344 L 182.027344 343.5 L 182.410156 342.460938 L 182.796875 341.414062 L 183.179688 340.355469 L 183.566406 339.289062 L 183.949219 338.210938 L 184.332031 337.121094 L 184.71875 336.023438 L 185.101562 334.917969 L 185.488281 333.800781 L 185.871094 332.675781 L 186.253906 331.539062 L 186.640625 330.390625 L 187.023438 329.234375 L 187.410156 328.070312 L 187.792969 326.894531 L 188.179688 325.707031 L 188.5625 324.511719 L 188.945312 323.308594 L 189.332031 322.09375 L 189.714844 320.871094 L 190.101562 319.636719 L 190.484375 318.394531 L 190.867188 317.140625 L 191.253906 315.878906 L 191.636719 314.605469 L 192.023438 313.328125 L 192.40625 312.035156 L 192.789062 310.738281 L 193.175781 309.429688 L 193.558594 308.109375 L 193.945312 306.785156 L 194.328125 305.449219 L 194.710938 304.101562 L 195.097656 302.75 L 195.480469 301.386719 L 195.867188 300.015625 L 196.25 298.636719 L 196.632812 297.246094 L 197.019531 295.851562 L 197.402344 294.445312 L 197.789062 293.03125 L 198.171875 291.609375 L 198.554688 290.179688 L 198.941406 288.738281 L 199.324219 287.292969 L 199.710938 285.839844 L 200.09375 284.375 L 200.476562 282.90625 L 200.863281 281.429688 L 201.246094 279.945312 L 201.632812 278.449219 L 202.015625 276.953125 L 202.398438 275.445312 L 202.785156 273.929688 L 203.167969 272.410156 L 203.554688 270.882812 L 203.9375 269.347656 L 204.320312 267.804688 L 204.707031 266.257812 L 205.089844 264.703125 L 205.476562 263.144531 L 205.859375 261.578125 L 206.242188 260.007812 L 206.628906 258.429688 L 207.011719 256.847656 L 207.398438 255.257812 L 207.78125 253.664062 L 208.164062 252.0625 L 208.550781 250.460938 L 208.933594 248.851562 L 209.320312 247.238281 L 209.703125 245.621094 L 210.085938 243.996094 L 210.472656 242.371094 L 210.855469 240.742188 L 211.242188 239.105469 L 211.625 237.46875 L 212.007812 235.828125 L 212.394531 234.179688 L 212.777344 232.535156 L 213.164062 230.882812 L 213.546875 229.230469 L 213.929688 227.574219 L 214.316406 225.914062 L 214.699219 224.253906 L 215.085938 222.589844 L 215.851562 219.261719 L 216.238281 217.59375 L 216.621094 215.925781 L 217.007812 214.253906 L 217.390625 212.585938 L 217.773438 210.914062 L 218.160156 209.242188 L 218.542969 207.570312 L 218.929688 205.898438 L 219.3125 204.226562 L 219.699219 202.558594 L 220.082031 200.886719 L 220.464844 199.21875 L 220.851562 197.550781 L 221.234375 195.886719 L 221.621094 194.21875 L 222.386719 190.898438 L 222.773438 189.238281 L 223.15625 187.582031 L 223.542969 185.929688 L 224.308594 182.632812 L 224.695312 180.988281 L 225.078125 179.351562 L 225.464844 177.714844 L 225.847656 176.082031 L 226.230469 174.457031 L 226.617188 172.832031 L 227 171.214844 L 227.386719 169.601562 L 227.769531 167.996094 L 228.152344 166.394531 L 228.539062 164.800781 L 228.921875 163.210938 L 229.308594 161.625 L 229.691406 160.050781 L 230.074219 158.480469 L 230.460938 156.917969 L 230.84375 155.363281 L 231.230469 153.816406 L 231.613281 152.273438 L 231.996094 150.742188 L 232.382812 149.21875 L 232.765625 147.703125 L 233.152344 146.199219 L 233.535156 144.703125 L 233.917969 143.214844 L 234.304688 141.734375 L 234.6875 140.265625 L 235.074219 138.808594 L 235.457031 137.359375 L 235.839844 135.921875 L 236.226562 134.496094 L 236.609375 133.078125 L 236.996094 131.671875 L 237.378906 130.28125 L 237.761719 128.898438 L 238.148438 127.527344 L 238.53125 126.171875 L 238.917969 124.824219 L 239.300781 123.492188 L 239.683594 122.171875 L 240.070312 120.863281 L 240.453125 119.570312 L 240.839844 118.289062 L 241.222656 117.023438 L 241.605469 115.769531 L 241.992188 114.53125 L 242.375 113.308594 L 242.761719 112.097656 L 243.144531 110.902344 L 243.527344 109.722656 L 243.914062 108.558594 L 244.296875 107.410156 L 244.683594 106.277344 L 245.066406 105.160156 L 245.449219 104.058594 L 245.835938 102.972656 L 246.21875 101.902344 L 246.605469 100.851562 L 246.988281 99.816406 L 247.371094 98.796875 L 247.757812 97.796875 L 248.140625 96.8125 L 248.527344 95.847656 L 248.910156 94.898438 L 249.292969 93.96875 L 249.679688 93.054688 L 250.0625 92.160156 L 250.449219 91.285156 L 250.832031 90.429688 L 251.21875 89.589844 L 251.601562 88.769531 L 251.984375 87.96875 L 252.371094 87.1875 L 252.753906 86.425781 L 253.140625 85.683594 L 253.523438 84.960938 L 253.90625 84.257812 L 254.292969 83.574219 L 254.675781 82.910156 L 255.0625 82.265625 L 255.445312 81.644531 L 255.828125 81.042969 L 256.214844 80.460938 L 256.597656 79.898438 L 256.984375 79.355469 L 257.367188 78.835938 L 257.75 78.339844 L 258.136719 77.859375 L 258.519531 77.402344 L 258.90625 76.96875 L 259.289062 76.554688 L 259.671875 76.160156 L 260.058594 75.789062 L 260.441406 75.4375 L 260.828125 75.109375 L 261.210938 74.800781 L 261.59375 74.515625 L 261.980469 74.253906 L 262.363281 74.011719 L 262.75 73.792969 L 263.132812 73.59375 L 263.515625 73.417969 L 263.902344 73.261719 L 264.285156 73.128906 L 264.671875 73.019531 L 265.054688 72.933594 L 265.4375 72.867188 L 265.824219 72.820312 L 266.207031 72.800781 L 266.59375 72.800781 L 266.976562 72.820312 L 267.359375 72.867188 L 267.746094 72.933594 L 268.128906 73.019531 L 268.515625 73.128906 L 268.898438 73.261719 L 269.28125 73.417969 L 269.667969 73.59375 L 270.050781 73.792969 L 270.4375 74.011719 L 270.820312 74.253906 L 271.203125 74.515625 L 271.589844 74.800781 L 271.972656 75.109375 L 272.359375 75.4375 L 272.742188 75.789062 L 273.125 76.160156 L 273.511719 76.554688 L 273.894531 76.96875 L 274.28125 77.402344 L 274.664062 77.859375 L 275.046875 78.339844 L 275.433594 78.835938 L 275.816406 79.355469 L 276.203125 79.898438 L 276.585938 80.460938 L 276.96875 81.042969 L 277.355469 81.644531 L 277.738281 82.265625 L 278.125 82.910156 L 278.507812 83.574219 L 278.890625 84.257812 L 279.277344 84.960938 L 279.660156 85.683594 L 280.046875 86.425781 L 280.429688 87.1875 L 280.8125 87.96875 L 281.199219 88.769531 L 281.582031 89.589844 L 281.96875 90.429688 L 282.351562 91.285156 L 282.738281 92.160156 L 283.121094 93.054688 L 283.503906 93.96875 L 283.890625 94.898438 L 284.273438 95.847656 L 284.660156 96.8125 L 285.042969 97.796875 L 285.425781 98.796875 L 285.8125 99.816406 L 286.195312 100.851562 L 286.582031 101.902344 L 286.964844 102.972656 L 287.347656 104.058594 L 287.734375 105.160156 L 288.117188 106.277344 L 288.503906 107.410156 L 288.886719 108.558594 L 289.269531 109.722656 L 289.65625 110.902344 L 290.039062 112.097656 L 290.425781 113.308594 L 290.808594 114.53125 L 291.191406 115.769531 L 291.578125 117.023438 L 291.960938 118.289062 L 292.347656 119.570312 L 292.730469 120.863281 L 293.113281 122.171875 L 293.5 123.492188 L 293.882812 124.824219 L 294.269531 126.171875 L 294.652344 127.527344 L 295.035156 128.898438 L 295.421875 130.28125 L 295.804688 131.671875 L 296.191406 133.078125 L 296.574219 134.496094 L 296.957031 135.921875 L 297.34375 137.359375 L 297.726562 138.808594 L 298.113281 140.265625 L 298.496094 141.734375 L 298.878906 143.214844 L 299.265625 144.703125 L 299.648438 146.199219 L 300.035156 147.703125 L 300.417969 149.21875 L 300.800781 150.742188 L 301.1875 152.273438 L 301.570312 153.816406 L 301.957031 155.363281 L 302.339844 156.917969 L 302.722656 158.480469 L 303.109375 160.050781 L 303.492188 161.625 L 303.878906 163.210938 L 304.261719 164.800781 L 304.644531 166.394531 L 305.03125 167.996094 L 305.414062 169.601562 L 305.800781 171.214844 L 306.183594 172.832031 L 306.566406 174.457031 L 306.953125 176.082031 L 307.335938 177.714844 L 307.722656 179.351562 L 308.105469 180.988281 L 308.488281 182.632812 L 308.875 184.28125 L 309.257812 185.929688 L 309.644531 187.582031 L 310.027344 189.238281 L 310.410156 190.898438 L 310.796875 192.558594 L 311.179688 194.21875 L 311.566406 195.886719 L 311.949219 197.550781 L 312.332031 199.21875 L 312.71875 200.886719 L 313.101562 202.558594 L 313.488281 204.226562 L 314.253906 207.570312 L 314.640625 209.242188 L 315.023438 210.914062 L 315.410156 212.585938 L 315.792969 214.253906 L 316.179688 215.925781 L 316.945312 219.261719 L 317.332031 220.925781 L 317.714844 222.589844 L 318.101562 224.253906 L 318.867188 227.574219 L 319.253906 229.230469 L 319.636719 230.882812 L 320.023438 232.535156 L 320.40625 234.179688 L 320.789062 235.828125 L 321.175781 237.46875 L 321.558594 239.105469 L 321.945312 240.742188 L 322.328125 242.371094 L 322.710938 243.996094 L 323.097656 245.621094 L 323.480469 247.238281 L 323.867188 248.851562 L 324.25 250.460938 L 324.632812 252.0625 L 325.019531 253.664062 L 325.402344 255.257812 L 325.789062 256.847656 L 326.171875 258.429688 L 326.554688 260.007812 L 326.941406 261.578125 L 327.324219 263.144531 L 327.710938 264.703125 L 328.09375 266.257812 L 328.476562 267.804688 L 328.863281 269.347656 L 329.246094 270.882812 L 329.632812 272.410156 L 330.015625 273.929688 L 330.398438 275.445312 L 330.785156 276.953125 L 331.167969 278.449219 L 331.554688 279.945312 L 331.9375 281.429688 L 332.320312 282.90625 L 332.707031 284.375 L 333.089844 285.839844 L 333.476562 287.292969 L 333.859375 288.738281 L 334.242188 290.179688 L 334.628906 291.609375 L 335.011719 293.03125 L 335.398438 294.445312 L 335.78125 295.851562 L 336.164062 297.246094 L 336.550781 298.636719 L 336.933594 300.015625 L 337.320312 301.386719 L 337.703125 302.75 L 338.085938 304.101562 L 338.472656 305.449219 L 338.855469 306.785156 L 339.242188 308.109375 L 339.625 309.429688 L 340.007812 310.738281 L 340.394531 312.035156 L 340.777344 313.328125 L 341.164062 314.605469 L 341.546875 315.878906 L 341.929688 317.140625 L 342.316406 318.394531 L 342.699219 319.636719 L 343.085938 320.871094 L 343.46875 322.09375 L 343.851562 323.308594 L 344.238281 324.511719 L 344.621094 325.707031 L 345.007812 326.894531 L 345.390625 328.070312 L 345.773438 329.234375 L 346.160156 330.390625 L 346.542969 331.539062 L 346.929688 332.675781 L 347.3125 333.800781 L 347.699219 334.917969 L 348.082031 336.023438 L 348.464844 337.121094 L 348.851562 338.210938 L 349.234375 339.289062 L 349.621094 340.355469 L 350.003906 341.414062 L 350.386719 342.460938 L 350.773438 343.5 L 351.15625 344.527344 L 351.542969 345.546875 L 351.925781 346.554688 L 352.308594 347.554688 L 352.695312 348.542969 L 353.078125 349.523438 L 353.464844 350.492188 L 353.847656 351.453125 L 354.230469 352.402344 L 354.617188 353.34375 L 355 354.273438 L 355.386719 355.195312 L 355.769531 356.109375 L 356.152344 357.007812 L 356.539062 357.902344 L 356.921875 358.785156 L 357.308594 359.65625 L 357.691406 360.519531 L 358.074219 361.375 L 358.460938 362.21875 L 358.84375 363.054688 L 359.230469 363.882812 L 359.613281 364.699219 L 359.996094 365.503906 L 360.382812 366.304688 L 360.765625 367.09375 L 361.152344 367.871094 L 361.535156 368.644531 L 361.917969 369.40625 L 362.304688 370.15625 L 362.6875 370.902344 L 363.074219 371.636719 L 363.457031 372.363281 L 363.839844 373.078125 L 364.226562 373.785156 L 364.609375 374.488281 L 364.996094 375.175781 L 365.378906 375.859375 L 365.761719 376.53125 L 366.148438 377.199219 L 366.53125 377.855469 L 366.917969 378.503906 L 367.300781 379.144531 L 367.683594 379.773438 L 368.070312 380.398438 L 368.453125 381.015625 L 368.839844 381.621094 L 369.222656 382.21875 L 369.605469 382.8125 L 369.992188 383.394531 L 370.375 383.96875 L 370.761719 384.539062 L 371.144531 385.097656 L 371.527344 385.648438 L 371.914062 386.195312 L 372.296875 386.730469 L 372.683594 387.261719 L 373.066406 387.78125 L 373.449219 388.296875 L 373.835938 388.804688 L 374.21875 389.304688 L 374.605469 389.796875 L 374.988281 390.285156 L 375.371094 390.761719 L 375.757812 391.234375 L 376.140625 391.699219 L 376.527344 392.160156 L 376.910156 392.609375 L 377.292969 393.054688 L 377.679688 393.492188 L 378.0625 393.925781 L 378.449219 394.351562 L 378.832031 394.769531 L 379.21875 395.179688 L 379.601562 395.585938 L 379.984375 395.988281 L 380.371094 396.378906 L 380.753906 396.765625 L 381.140625 397.148438 L 381.523438 397.523438 L 381.90625 397.894531 L 382.292969 398.257812 L 382.675781 398.613281 L 383.0625 398.96875 L 383.828125 399.65625 L 384.214844 399.988281 L 384.597656 400.320312 L 384.984375 400.644531 L 385.367188 400.964844 L 385.75 401.277344 L 386.136719 401.585938 L 386.519531 401.890625 L 386.90625 402.1875 L 387.289062 402.484375 L 387.671875 402.769531 L 388.058594 403.054688 L 388.441406 403.332031 L 388.828125 403.609375 L 389.210938 403.878906 L 389.59375 404.140625 L 389.980469 404.402344 L 390.363281 404.65625 L 390.75 404.910156 L 391.132812 405.15625 L 391.515625 405.398438 L 391.902344 405.636719 L 392.285156 405.871094 L 392.671875 406.101562 L 393.054688 406.328125 L 393.4375 406.546875 L 393.824219 406.765625 L 394.207031 406.980469 L 394.59375 407.191406 L 395.359375 407.597656 L 395.746094 407.796875 L 396.128906 407.992188 L 396.515625 408.183594 L 396.898438 408.371094 L 397.28125 408.554688 L 397.667969 408.734375 L 398.050781 408.914062 L 398.4375 409.085938 L 398.820312 409.257812 L 399.203125 409.425781 L 399.589844 409.589844 L 399.972656 409.75 L 400.359375 409.910156 L 400.742188 410.066406 L 401.125 410.21875 L 401.511719 410.367188 L 401.894531 410.511719 L 402.28125 410.65625 L 402.664062 410.796875 L 403.046875 410.933594 L 403.433594 411.070312 L 403.816406 411.199219 L 404.203125 411.332031 L 404.96875 411.582031 L 405.355469 411.703125 L 405.738281 411.824219 L 406.125 411.941406 L 406.890625 412.167969 L 407.277344 412.277344 L 407.660156 412.386719 L 408.046875 412.492188 L 408.8125 412.695312 L 409.199219 412.796875 L 409.582031 412.894531 L 409.96875 412.988281 L 410.351562 413.082031 L 410.738281 413.171875 L 411.121094 413.261719 L 411.503906 413.347656 L 411.890625 413.433594 L 412.273438 413.519531 L 412.660156 413.597656 L 413.042969 413.679688 L 413.425781 413.757812 L 413.8125 413.835938 L 414.195312 413.910156 L 414.582031 413.984375 L 415.347656 414.125 L 415.734375 414.191406 L 416.117188 414.261719 L 416.503906 414.324219 L 416.886719 414.390625 L 417.269531 414.453125 L 417.65625 414.515625 L 418.039062 414.574219 L 418.425781 414.632812 L 418.808594 414.691406 L 419.191406 414.746094 L 419.578125 414.800781 L 419.960938 414.855469 L 420.347656 414.90625 L 421.113281 415.007812 L 421.5 415.054688 L 421.882812 415.101562 L 422.269531 415.148438 L 422.652344 415.195312 L 423.035156 415.238281 L 423.421875 415.28125 L 423.804688 415.324219 L 424.191406 415.367188 L 424.957031 415.445312 L 425.34375 415.484375 L 425.726562 415.523438 L 426.113281 415.558594 L 426.878906 415.628906 L 427.265625 415.664062 L 427.648438 415.695312 L 428.035156 415.726562 L 428.417969 415.761719 L 428.800781 415.789062 L 429.1875 415.820312 L 429.570312 415.851562 L 429.957031 415.878906 L 430.722656 415.933594 L 431.109375 415.960938 L 431.492188 415.988281 L 431.878906 416.011719 L 432.261719 416.035156 L 432.644531 416.0625 L 433.03125 416.082031 L 433.414062 416.105469 L 433.800781 416.128906 L 434.183594 416.152344 L 434.566406 416.171875 L 434.953125 416.191406 L 435.335938 416.210938 L 435.722656 416.230469 L 436.488281 416.269531 L 436.875 416.289062 L 437.257812 416.304688 L 437.644531 416.324219 L 438.410156 416.355469 L 438.796875 416.371094 L 439.179688 416.386719 L 439.566406 416.402344 L 439.949219 416.417969 L 440.332031 416.429688 L 440.71875 416.445312 L 441.101562 416.457031 L 441.488281 416.472656 L 442.253906 416.496094 L 442.640625 416.507812 L 443.023438 416.519531 L 443.410156 416.53125 L 443.792969 416.542969 L 444.179688 416.554688 L 444.5625 416.566406 L 444.945312 416.574219 L 445.332031 416.585938 L 445.714844 416.59375 L 446.101562 416.605469 L 446.867188 416.621094 L 447.253906 416.632812 L 447.636719 416.640625 L 448.023438 416.648438 L 448.789062 416.664062 L 449.175781 416.671875 L 449.558594 416.679688 L 449.945312 416.683594 L 450.710938 416.699219 L 451.097656 416.707031 L 451.480469 416.710938 L 451.867188 416.71875 L 452.25 416.722656 L 452.632812 416.730469 L 453.019531 416.734375 L 453.402344 416.742188 L 453.789062 416.746094 L 454.171875 416.75 L 454.554688 416.757812 L 454.941406 416.761719 L 455.324219 416.765625 L 455.710938 416.769531 L 456.09375 416.777344 L 456.476562 416.78125 L 456.863281 416.785156 L 457.246094 416.789062 L 457.632812 416.792969 L 458.398438 416.800781 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 59.039062 416.914062 L 59.039062 119.328125 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 59.039062 416.914062 L 51.839844 416.914062 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 59.039062 317.71875 L 51.839844 317.71875 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 59.039062 218.523438 L 51.839844 218.523438 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 59.039062 119.328125 L 51.839844 119.328125 \"/>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph0-1\" x=\"43.199219\" y=\"429.078125\"/>\n",
" <use xlink:href=\"#glyph0-2\" x=\"43.199219\" y=\"422.126221\"/>\n",
" <use xlink:href=\"#glyph0-1\" x=\"43.199219\" y=\"418.65332\"/>\n",
" <use xlink:href=\"#glyph0-1\" x=\"43.199219\" y=\"411.701416\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph0-1\" x=\"43.199219\" y=\"329.882812\"/>\n",
" <use xlink:href=\"#glyph0-2\" x=\"43.199219\" y=\"322.930908\"/>\n",
" <use xlink:href=\"#glyph0-1\" x=\"43.199219\" y=\"319.458008\"/>\n",
" <use xlink:href=\"#glyph0-3\" x=\"43.199219\" y=\"312.506104\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph0-1\" x=\"43.199219\" y=\"230.6875\"/>\n",
" <use xlink:href=\"#glyph0-2\" x=\"43.199219\" y=\"223.735596\"/>\n",
" <use xlink:href=\"#glyph0-4\" x=\"43.199219\" y=\"220.262695\"/>\n",
" <use xlink:href=\"#glyph0-1\" x=\"43.199219\" y=\"213.310791\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph0-1\" x=\"43.199219\" y=\"131.492188\"/>\n",
" <use xlink:href=\"#glyph0-2\" x=\"43.199219\" y=\"124.540283\"/>\n",
" <use xlink:href=\"#glyph0-4\" x=\"43.199219\" y=\"121.067383\"/>\n",
" <use xlink:href=\"#glyph0-3\" x=\"43.199219\" y=\"114.115479\"/>\n",
"</g>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 59.039062 430.558594 L 473.761719 430.558594 L 473.761719 59.039062 L 59.039062 59.039062 L 59.039062 430.558594 \"/>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph1-1\" x=\"202.609375\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-2\" x=\"213.374191\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-3\" x=\"216.685883\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-4\" x=\"224.139008\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-5\" x=\"228.280441\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-2\" x=\"233.244339\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-6\" x=\"236.55603\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-7\" x=\"244.846176\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-2\" x=\"253.136322\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-8\" x=\"256.448013\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-9\" x=\"263.901138\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-10\" x=\"272.191284\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-11\" x=\"280.48143\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-12\" x=\"284.622864\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-10\" x=\"292.91301\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-5\" x=\"301.203156\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-13\" x=\"306.167053\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-14\" x=\"318.584076\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-15\" x=\"326.874222\" y=\"34.863281\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-1\" x=\"209.0625\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-2\" x=\"217.399902\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-3\" x=\"224.351807\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-4\" x=\"228.514404\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-5\" x=\"231.291504\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-6\" x=\"238.243408\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-7\" x=\"244.493408\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-8\" x=\"251.445312\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-9\" x=\"254.222412\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-10\" x=\"257.695312\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-7\" x=\"264.647217\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-11\" x=\"271.599121\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-7\" x=\"278.551025\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-12\" x=\"285.50293\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-10\" x=\"292.454834\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-7\" x=\"299.406738\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-12\" x=\"306.358643\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-13\" x=\"313.310547\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-7\" x=\"316.783447\" y=\"486.71875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph0-5\" x=\"14.398438\" y=\"257.652344\"/>\n",
" <use xlink:href=\"#glyph0-6\" x=\"14.398438\" y=\"250.016846\"/>\n",
" <use xlink:href=\"#glyph0-7\" x=\"14.398438\" y=\"245.854248\"/>\n",
" <use xlink:href=\"#glyph0-8\" x=\"14.398438\" y=\"238.902344\"/>\n",
"</g>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 74.398438 430.558594 L 458.398438 430.558594 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 74.398438 430.558594 L 74.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 122.398438 430.558594 L 122.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 170.398438 430.558594 L 170.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 218.398438 430.558594 L 218.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 266.398438 430.558594 L 266.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 314.398438 430.558594 L 314.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 362.398438 430.558594 L 362.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 410.398438 430.558594 L 410.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 458.398438 430.558594 L 458.398438 437.761719 \"/>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-14\" x=\"65.710938\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-15\" x=\"72.662842\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-16\" x=\"76.135742\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-17\" x=\"113.710938\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-15\" x=\"120.662842\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-18\" x=\"124.135742\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-19\" x=\"161.710938\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-15\" x=\"168.662842\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-20\" x=\"172.135742\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-21\" x=\"206.234375\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-20\" x=\"213.186279\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-15\" x=\"220.138184\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-14\" x=\"223.611084\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-21\" x=\"254.234375\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-22\" x=\"261.186279\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-15\" x=\"268.138184\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-23\" x=\"271.611084\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-21\" x=\"302.234375\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-16\" x=\"309.186279\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-15\" x=\"316.138184\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-24\" x=\"319.611084\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-21\" x=\"350.234375\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-18\" x=\"357.186279\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-15\" x=\"364.138184\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-22\" x=\"367.611084\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-21\" x=\"398.234375\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-24\" x=\"405.186279\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-15\" x=\"412.138184\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-17\" x=\"415.611084\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-22\" x=\"446.234375\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-21\" x=\"453.186279\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-15\" x=\"460.138184\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-19\" x=\"463.611084\" y=\"457.921875\"/>\n",
"</g>\n",
"</g>\n",
"</svg>\n"
],
"text/plain": [
"Plot with title “Distribuição normal”"
]
},
"metadata": {
"image/svg+xml": {
"isolated": true
}
},
"output_type": "display_data"
}
],
"source": [
"# Visualizando distribuição normal\n",
"#graphics.off()\n",
"plot(xRaw, fnRaw, type = 'l', main = \"Distribuição normal\", xlab = \"Variável dependente\", ylab = \"Freq\", xaxt='n')\n",
"xtick <- c(mu-4*sigma,mu-3*sigma,mu-2*sigma,mu-sigma,mu,mu+sigma,mu+2*sigma,mu+3*sigma,mu+4*sigma)\n",
"axis(1, at = xtick)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Agora podemos criar uma distribuição normal N(0,1) padronizada uma vez que as propriedades da distribuição são bem conhecidas. Esta distribuição também é conhecida como Z. Assumimos então:\n",
"$$ \\mu = 0 $$\n",
"$$ \\sigma = 1 $$"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"# Normal probability density function\n",
"xZ <- seq(-4,4,length=1000)\n",
"mu <- 0\n",
"sigma <- 1\n",
"\n",
"# Função de probabilidade da distribuição normal\n",
"fnZ = (1/(sigma*sqrt(2*pi)))*exp(-(xZ-mu)**2/(2*sigma**2)) # normal pdf"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": false
},
"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=\"504pt\" height=\"504pt\" viewBox=\"0 0 504 504\" version=\"1.1\">\n",
"<defs>\n",
"<g>\n",
"<symbol overflow=\"visible\" id=\"glyph0-0\">\n",
"<path style=\"stroke:none;\" d=\"M 0 -0.40625 L -8.96875 -0.40625 L -8.96875 -7.515625 L 0 -7.515625 Z M -1.125 -6.390625 L -7.84375 -6.390625 L -7.84375 -1.53125 L -1.125 -1.53125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-1\">\n",
"<path style=\"stroke:none;\" d=\"M -8.734375 -3.375 C -8.734375 -4.507812 -8.269531 -5.328125 -7.34375 -5.828125 C -6.625 -6.222656 -5.632812 -6.421875 -4.375 -6.421875 C -3.1875 -6.421875 -2.207031 -6.242188 -1.4375 -5.890625 C -0.320312 -5.378906 0.234375 -4.539062 0.234375 -3.375 C 0.234375 -2.320312 -0.21875 -1.539062 -1.125 -1.03125 C -1.882812 -0.601562 -2.90625 -0.390625 -4.1875 -0.390625 C -5.1875 -0.390625 -6.039062 -0.519531 -6.75 -0.78125 C -8.070312 -1.257812 -8.734375 -2.125 -8.734375 -3.375 Z M -0.765625 -3.375 C -0.765625 -3.9375 -1.015625 -4.382812 -1.515625 -4.71875 C -2.023438 -5.0625 -2.96875 -5.234375 -4.34375 -5.234375 C -5.332031 -5.234375 -6.144531 -5.109375 -6.78125 -4.859375 C -7.425781 -4.617188 -7.75 -4.148438 -7.75 -3.453125 C -7.75 -2.804688 -7.441406 -2.332031 -6.828125 -2.03125 C -6.222656 -1.726562 -5.332031 -1.578125 -4.15625 -1.578125 C -3.257812 -1.578125 -2.539062 -1.675781 -2 -1.875 C -1.175781 -2.164062 -0.765625 -2.664062 -0.765625 -3.375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-2\">\n",
"<path style=\"stroke:none;\" d=\"M -1.328125 -1.0625 L -1.328125 -2.34375 L 0 -2.34375 L 0 -1.0625 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-3\">\n",
"<path style=\"stroke:none;\" d=\"M -6.1875 -1.203125 L -7.03125 -1.203125 C -7.101562 -1.992188 -7.226562 -2.546875 -7.40625 -2.859375 C -7.59375 -3.171875 -8.023438 -3.40625 -8.703125 -3.5625 L -8.703125 -4.421875 L 0 -4.421875 L 0 -3.25 L -6.1875 -3.25 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-4\">\n",
"<path style=\"stroke:none;\" d=\"M 0 -0.390625 C -0.75 -0.429688 -1.398438 -0.585938 -1.953125 -0.859375 C -2.515625 -1.128906 -3.023438 -1.65625 -3.484375 -2.4375 L -4.15625 -3.609375 C -4.46875 -4.140625 -4.726562 -4.507812 -4.9375 -4.71875 C -5.28125 -5.050781 -5.671875 -5.21875 -6.109375 -5.21875 C -6.609375 -5.21875 -7.007812 -5.0625 -7.3125 -4.75 C -7.613281 -4.445312 -7.765625 -4.046875 -7.765625 -3.546875 C -7.765625 -2.785156 -7.476562 -2.265625 -6.90625 -1.984375 C -6.601562 -1.828125 -6.179688 -1.738281 -5.640625 -1.71875 L -5.640625 -0.609375 C -6.398438 -0.617188 -7.019531 -0.757812 -7.5 -1.03125 C -8.34375 -1.5 -8.765625 -2.335938 -8.765625 -3.546875 C -8.765625 -4.546875 -8.492188 -5.273438 -7.953125 -5.734375 C -7.410156 -6.203125 -6.8125 -6.4375 -6.15625 -6.4375 C -5.457031 -6.4375 -4.859375 -6.1875 -4.359375 -5.6875 C -4.066406 -5.40625 -3.71875 -4.894531 -3.3125 -4.15625 L -2.84375 -3.328125 C -2.625 -2.929688 -2.414062 -2.617188 -2.21875 -2.390625 C -1.863281 -1.984375 -1.46875 -1.726562 -1.03125 -1.625 L -1.03125 -6.390625 L 0 -6.390625 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-5\">\n",
"<path style=\"stroke:none;\" d=\"M 0.234375 -3.25 C 0.234375 -2.21875 -0.046875 -1.46875 -0.609375 -1 C -1.179688 -0.53125 -1.875 -0.296875 -2.6875 -0.296875 L -2.6875 -1.453125 C -2.125 -1.492188 -1.710938 -1.597656 -1.453125 -1.765625 C -0.992188 -2.046875 -0.765625 -2.5625 -0.765625 -3.3125 C -0.765625 -3.882812 -0.914062 -4.34375 -1.21875 -4.6875 C -1.53125 -5.039062 -1.929688 -5.21875 -2.421875 -5.21875 C -3.023438 -5.21875 -3.445312 -5.035156 -3.6875 -4.671875 C -3.925781 -4.304688 -4.046875 -3.796875 -4.046875 -3.140625 C -4.046875 -3.066406 -4.046875 -2.988281 -4.046875 -2.90625 C -4.046875 -2.832031 -4.039062 -2.757812 -4.03125 -2.6875 L -5 -2.6875 C -4.988281 -2.800781 -4.976562 -2.894531 -4.96875 -2.96875 C -4.96875 -3.050781 -4.96875 -3.132812 -4.96875 -3.21875 C -4.96875 -3.632812 -5.035156 -3.972656 -5.171875 -4.234375 C -5.398438 -4.703125 -5.804688 -4.9375 -6.390625 -4.9375 C -6.828125 -4.9375 -7.160156 -4.78125 -7.390625 -4.46875 C -7.628906 -4.15625 -7.75 -3.796875 -7.75 -3.390625 C -7.75 -2.648438 -7.503906 -2.144531 -7.015625 -1.875 C -6.742188 -1.71875 -6.363281 -1.628906 -5.875 -1.609375 L -5.875 -0.515625 C -6.519531 -0.515625 -7.070312 -0.644531 -7.53125 -0.90625 C -8.34375 -1.351562 -8.75 -2.140625 -8.75 -3.265625 C -8.75 -4.160156 -8.550781 -4.851562 -8.15625 -5.34375 C -7.757812 -5.832031 -7.1875 -6.078125 -6.4375 -6.078125 C -5.894531 -6.078125 -5.457031 -5.929688 -5.125 -5.640625 C -4.914062 -5.460938 -4.753906 -5.226562 -4.640625 -4.9375 C -4.515625 -5.40625 -4.269531 -5.765625 -3.90625 -6.015625 C -3.550781 -6.273438 -3.113281 -6.40625 -2.59375 -6.40625 C -1.757812 -6.40625 -1.078125 -6.128906 -0.546875 -5.578125 C -0.0234375 -5.035156 0.234375 -4.257812 0.234375 -3.25 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-6\">\n",
"<path style=\"stroke:none;\" d=\"M -3.09375 -4.125 L -7.0625 -4.125 L -3.09375 -1.328125 Z M 0 -4.15625 L -2.140625 -4.15625 L -2.140625 -0.3125 L -3.203125 -0.3125 L -8.765625 -4.328125 L -8.765625 -5.25 L -3.09375 -5.25 L -3.09375 -6.53125 L -2.140625 -6.53125 L -2.140625 -5.25 L 0 -5.25 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-7\">\n",
"<path style=\"stroke:none;\" d=\"M -8.96875 -1.0625 L -8.96875 -7.28125 L -7.875 -7.28125 L -7.875 -2.28125 L -5.140625 -2.28125 L -5.140625 -6.6875 L -4.078125 -6.6875 L -4.078125 -2.28125 L 0 -2.28125 L 0 -1.0625 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-8\">\n",
"<path style=\"stroke:none;\" d=\"M -6.53125 -0.84375 L -6.53125 -1.875 L -5.40625 -1.875 C -5.625 -1.96875 -5.890625 -2.179688 -6.203125 -2.515625 C -6.523438 -2.847656 -6.6875 -3.226562 -6.6875 -3.65625 C -6.6875 -3.675781 -6.679688 -3.710938 -6.671875 -3.765625 C -6.671875 -3.816406 -6.664062 -3.898438 -6.65625 -4.015625 L -5.5 -4.015625 C -5.507812 -3.953125 -5.515625 -3.890625 -5.515625 -3.828125 C -5.523438 -3.773438 -5.53125 -3.71875 -5.53125 -3.65625 C -5.53125 -3.101562 -5.347656 -2.675781 -4.984375 -2.375 C -4.628906 -2.082031 -4.222656 -1.9375 -3.765625 -1.9375 L 0 -1.9375 L 0 -0.84375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-9\">\n",
"<path style=\"stroke:none;\" d=\"M -6.6875 -3.53125 C -6.6875 -3.988281 -6.578125 -4.4375 -6.359375 -4.875 C -6.140625 -5.3125 -5.859375 -5.644531 -5.515625 -5.875 C -5.179688 -6.09375 -4.796875 -6.238281 -4.359375 -6.3125 C -4.054688 -6.375 -3.578125 -6.40625 -2.921875 -6.40625 L -2.921875 -1.625 C -2.253906 -1.632812 -1.71875 -1.785156 -1.3125 -2.078125 C -0.914062 -2.378906 -0.71875 -2.835938 -0.71875 -3.453125 C -0.71875 -4.023438 -0.90625 -4.484375 -1.28125 -4.828125 C -1.507812 -5.015625 -1.765625 -5.148438 -2.046875 -5.234375 L -2.046875 -6.3125 C -1.804688 -6.289062 -1.539062 -6.195312 -1.25 -6.03125 C -0.957031 -5.875 -0.71875 -5.695312 -0.53125 -5.5 C -0.195312 -5.164062 0.0234375 -4.75 0.140625 -4.25 C 0.203125 -3.988281 0.234375 -3.691406 0.234375 -3.359375 C 0.234375 -2.546875 -0.0625 -1.851562 -0.65625 -1.28125 C -1.25 -0.71875 -2.078125 -0.4375 -3.140625 -0.4375 C -4.191406 -0.4375 -5.046875 -0.722656 -5.703125 -1.296875 C -6.359375 -1.867188 -6.6875 -2.613281 -6.6875 -3.53125 Z M -3.796875 -5.28125 C -4.265625 -5.238281 -4.644531 -5.132812 -4.9375 -4.96875 C -5.457031 -4.664062 -5.71875 -4.160156 -5.71875 -3.453125 C -5.71875 -2.953125 -5.535156 -2.53125 -5.171875 -2.1875 C -4.804688 -1.84375 -4.347656 -1.660156 -3.796875 -1.640625 Z M -6.703125 -3.421875 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-10\">\n",
"<path style=\"stroke:none;\" d=\"M -3.1875 -1.515625 C -2.613281 -1.515625 -2.140625 -1.59375 -1.765625 -1.75 C -1.078125 -2.03125 -0.734375 -2.535156 -0.734375 -3.265625 C -0.734375 -4.023438 -1.09375 -4.550781 -1.8125 -4.84375 C -2.207031 -5 -2.710938 -5.078125 -3.328125 -5.078125 C -3.890625 -5.078125 -4.363281 -4.988281 -4.75 -4.8125 C -5.394531 -4.519531 -5.71875 -4 -5.71875 -3.25 C -5.71875 -2.769531 -5.507812 -2.359375 -5.09375 -2.015625 C -4.675781 -1.679688 -4.039062 -1.515625 -3.1875 -1.515625 Z M -6.6875 -3.140625 C -6.6875 -3.679688 -6.550781 -4.132812 -6.28125 -4.5 C -6.132812 -4.707031 -5.914062 -4.90625 -5.625 -5.09375 L -6.53125 -5.09375 L -6.53125 -6.140625 L 2.609375 -6.140625 L 2.609375 -5.03125 L -0.75 -5.03125 C -0.457031 -4.84375 -0.222656 -4.585938 -0.046875 -4.265625 C 0.117188 -3.941406 0.203125 -3.539062 0.203125 -3.0625 C 0.203125 -2.363281 -0.0664062 -1.738281 -0.609375 -1.1875 C -1.148438 -0.632812 -1.976562 -0.359375 -3.09375 -0.359375 C -4.144531 -0.359375 -5.003906 -0.613281 -5.671875 -1.125 C -6.347656 -1.644531 -6.6875 -2.316406 -6.6875 -3.140625 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-0\">\n",
"<path style=\"stroke:none;\" d=\"M 0.484375 0 L 0.484375 -10.6875 L 8.96875 -10.6875 L 8.96875 0 Z M 7.625 -1.34375 L 7.625 -9.359375 L 1.8125 -9.359375 L 1.8125 -1.34375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-1\">\n",
"<path style=\"stroke:none;\" d=\"M 5.234375 -1.234375 C 5.722656 -1.234375 6.128906 -1.285156 6.453125 -1.390625 C 7.015625 -1.578125 7.472656 -1.941406 7.828125 -2.484375 C 8.117188 -2.910156 8.328125 -3.460938 8.453125 -4.140625 C 8.523438 -4.546875 8.5625 -4.921875 8.5625 -5.265625 C 8.5625 -6.585938 8.296875 -7.613281 7.765625 -8.34375 C 7.242188 -9.082031 6.394531 -9.453125 5.21875 -9.453125 L 2.65625 -9.453125 L 2.65625 -1.234375 Z M 1.203125 -10.6875 L 5.53125 -10.6875 C 7 -10.6875 8.140625 -10.164062 8.953125 -9.125 C 9.671875 -8.1875 10.03125 -6.984375 10.03125 -5.515625 C 10.03125 -4.378906 9.816406 -3.351562 9.390625 -2.4375 C 8.640625 -0.8125 7.347656 0 5.515625 0 L 1.203125 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-2\">\n",
"<path style=\"stroke:none;\" d=\"M 0.953125 -7.765625 L 2.296875 -7.765625 L 2.296875 0 L 0.953125 0 Z M 0.953125 -10.6875 L 2.296875 -10.6875 L 2.296875 -9.203125 L 0.953125 -9.203125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-3\">\n",
"<path style=\"stroke:none;\" d=\"M 1.734375 -2.453125 C 1.773438 -2.015625 1.882812 -1.675781 2.0625 -1.4375 C 2.394531 -1.019531 2.96875 -0.8125 3.78125 -0.8125 C 4.269531 -0.8125 4.695312 -0.914062 5.0625 -1.125 C 5.4375 -1.332031 5.625 -1.660156 5.625 -2.109375 C 5.625 -2.441406 5.472656 -2.695312 5.171875 -2.875 C 4.984375 -2.976562 4.609375 -3.097656 4.046875 -3.234375 L 3.015625 -3.5 C 2.347656 -3.664062 1.859375 -3.847656 1.546875 -4.046875 C 0.984375 -4.398438 0.703125 -4.894531 0.703125 -5.53125 C 0.703125 -6.257812 0.96875 -6.851562 1.5 -7.3125 C 2.03125 -7.769531 2.742188 -8 3.640625 -8 C 4.816406 -8 5.660156 -7.65625 6.171875 -6.96875 C 6.503906 -6.53125 6.664062 -6.054688 6.65625 -5.546875 L 5.421875 -5.546875 C 5.390625 -5.847656 5.285156 -6.117188 5.109375 -6.359375 C 4.804688 -6.703125 4.28125 -6.875 3.53125 -6.875 C 3.039062 -6.875 2.664062 -6.78125 2.40625 -6.59375 C 2.15625 -6.40625 2.03125 -6.15625 2.03125 -5.84375 C 2.03125 -5.5 2.195312 -5.226562 2.53125 -5.03125 C 2.726562 -4.90625 3.015625 -4.796875 3.390625 -4.703125 L 4.265625 -4.5 C 5.203125 -4.269531 5.832031 -4.046875 6.15625 -3.828125 C 6.664062 -3.492188 6.921875 -2.96875 6.921875 -2.25 C 6.921875 -1.5625 6.65625 -0.960938 6.125 -0.453125 C 5.59375 0.046875 4.789062 0.296875 3.71875 0.296875 C 2.5625 0.296875 1.738281 0.0351562 1.25 -0.484375 C 0.769531 -1.015625 0.515625 -1.671875 0.484375 -2.453125 Z M 3.671875 -7.984375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-4\">\n",
"<path style=\"stroke:none;\" d=\"M 1.21875 -9.96875 L 2.546875 -9.96875 L 2.546875 -7.796875 L 3.796875 -7.796875 L 3.796875 -6.71875 L 2.546875 -6.71875 L 2.546875 -1.640625 C 2.546875 -1.367188 2.640625 -1.1875 2.828125 -1.09375 C 2.929688 -1.039062 3.097656 -1.015625 3.328125 -1.015625 C 3.390625 -1.015625 3.457031 -1.015625 3.53125 -1.015625 C 3.601562 -1.015625 3.691406 -1.019531 3.796875 -1.03125 L 3.796875 0 C 3.640625 0.0390625 3.476562 0.0703125 3.3125 0.09375 C 3.15625 0.113281 2.984375 0.125 2.796875 0.125 C 2.179688 0.125 1.765625 -0.03125 1.546875 -0.34375 C 1.328125 -0.65625 1.21875 -1.0625 1.21875 -1.5625 L 1.21875 -6.71875 L 0.171875 -6.71875 L 0.171875 -7.796875 L 1.21875 -7.796875 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-5\">\n",
"<path style=\"stroke:none;\" d=\"M 1 -7.796875 L 2.234375 -7.796875 L 2.234375 -6.453125 C 2.335938 -6.710938 2.585938 -7.03125 2.984375 -7.40625 C 3.390625 -7.78125 3.847656 -7.96875 4.359375 -7.96875 C 4.390625 -7.96875 4.429688 -7.960938 4.484375 -7.953125 C 4.546875 -7.953125 4.648438 -7.945312 4.796875 -7.9375 L 4.796875 -6.546875 C 4.710938 -6.566406 4.632812 -6.578125 4.5625 -6.578125 C 4.5 -6.585938 4.429688 -6.59375 4.359375 -6.59375 C 3.703125 -6.59375 3.195312 -6.378906 2.84375 -5.953125 C 2.488281 -5.523438 2.3125 -5.035156 2.3125 -4.484375 L 2.3125 0 L 1 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-6\">\n",
"<path style=\"stroke:none;\" d=\"M 0.859375 -10.734375 L 2.125 -10.734375 L 2.125 -6.84375 C 2.414062 -7.21875 2.757812 -7.503906 3.15625 -7.703125 C 3.550781 -7.898438 3.984375 -8 4.453125 -8 C 5.421875 -8 6.207031 -7.664062 6.8125 -7 C 7.414062 -6.332031 7.71875 -5.347656 7.71875 -4.046875 C 7.71875 -2.816406 7.421875 -1.789062 6.828125 -0.96875 C 6.234375 -0.15625 5.40625 0.25 4.34375 0.25 C 3.75 0.25 3.25 0.101562 2.84375 -0.1875 C 2.601562 -0.351562 2.34375 -0.625 2.0625 -1 L 2.0625 0 L 0.859375 0 Z M 4.265625 -0.90625 C 4.972656 -0.90625 5.503906 -1.1875 5.859375 -1.75 C 6.210938 -2.3125 6.390625 -3.054688 6.390625 -3.984375 C 6.390625 -4.804688 6.210938 -5.484375 5.859375 -6.015625 C 5.503906 -6.554688 4.984375 -6.828125 4.296875 -6.828125 C 3.703125 -6.828125 3.179688 -6.601562 2.734375 -6.15625 C 2.285156 -5.71875 2.0625 -4.992188 2.0625 -3.984375 C 2.0625 -3.242188 2.15625 -2.648438 2.34375 -2.203125 C 2.6875 -1.335938 3.328125 -0.90625 4.265625 -0.90625 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-7\">\n",
"<path style=\"stroke:none;\" d=\"M 2.265625 -7.796875 L 2.265625 -2.625 C 2.265625 -2.21875 2.328125 -1.890625 2.453125 -1.640625 C 2.691406 -1.179688 3.128906 -0.953125 3.765625 -0.953125 C 4.671875 -0.953125 5.289062 -1.359375 5.625 -2.171875 C 5.800781 -2.609375 5.890625 -3.207031 5.890625 -3.96875 L 5.890625 -7.796875 L 7.203125 -7.796875 L 7.203125 0 L 5.96875 0 L 5.984375 -1.15625 C 5.816406 -0.851562 5.601562 -0.601562 5.34375 -0.40625 C 4.84375 0.0078125 4.238281 0.21875 3.53125 0.21875 C 2.414062 0.21875 1.660156 -0.15625 1.265625 -0.90625 C 1.046875 -1.300781 0.9375 -1.832031 0.9375 -2.5 L 0.9375 -7.796875 Z M 4.0625 -7.984375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-8\">\n",
"<path style=\"stroke:none;\" d=\"M 3.96875 -8.015625 C 4.84375 -8.015625 5.554688 -7.800781 6.109375 -7.375 C 6.660156 -6.945312 6.992188 -6.210938 7.109375 -5.171875 L 5.828125 -5.171875 C 5.753906 -5.648438 5.578125 -6.046875 5.296875 -6.359375 C 5.023438 -6.679688 4.582031 -6.84375 3.96875 -6.84375 C 3.132812 -6.84375 2.535156 -6.4375 2.171875 -5.625 C 1.941406 -5.09375 1.828125 -4.441406 1.828125 -3.671875 C 1.828125 -2.890625 1.988281 -2.226562 2.3125 -1.6875 C 2.644531 -1.15625 3.164062 -0.890625 3.875 -0.890625 C 4.414062 -0.890625 4.84375 -1.054688 5.15625 -1.390625 C 5.476562 -1.722656 5.703125 -2.179688 5.828125 -2.765625 L 7.109375 -2.765625 C 6.960938 -1.722656 6.597656 -0.960938 6.015625 -0.484375 C 5.429688 -0.015625 4.753906 0.21875 3.984375 0.21875 L 3.46875 0.9375 C 3.601562 0.882812 3.785156 0.859375 4.015625 0.859375 C 4.347656 0.859375 4.625 0.957031 4.84375 1.15625 C 5.070312 1.351562 5.1875 1.632812 5.1875 2 C 5.1875 2.375 5.039062 2.691406 4.75 2.953125 C 4.457031 3.222656 4.007812 3.359375 3.40625 3.359375 C 3.144531 3.359375 2.878906 3.320312 2.609375 3.25 C 2.453125 3.207031 2.242188 3.140625 1.984375 3.046875 L 2.234375 2.453125 C 2.421875 2.523438 2.5625 2.570312 2.65625 2.59375 C 2.863281 2.644531 3.046875 2.671875 3.203125 2.671875 C 3.378906 2.671875 3.535156 2.644531 3.671875 2.59375 C 3.921875 2.5 4.046875 2.316406 4.046875 2.046875 C 4.046875 1.890625 3.976562 1.753906 3.84375 1.640625 C 3.71875 1.523438 3.550781 1.46875 3.34375 1.46875 C 3.238281 1.46875 3.140625 1.476562 3.046875 1.5 C 2.960938 1.519531 2.863281 1.550781 2.75 1.59375 L 2.5 1.296875 L 3.28125 0.21875 C 2.59375 0.21875 1.992188 -0.0546875 1.484375 -0.609375 C 0.773438 -1.398438 0.421875 -2.425781 0.421875 -3.6875 C 0.421875 -5.050781 0.753906 -6.113281 1.421875 -6.875 C 2.085938 -7.632812 2.9375 -8.015625 3.96875 -8.015625 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-9\">\n",
"<path style=\"stroke:none;\" d=\"M 1.96875 -2.078125 C 1.96875 -1.691406 2.101562 -1.390625 2.375 -1.171875 C 2.65625 -0.960938 2.984375 -0.859375 3.359375 -0.859375 C 3.816406 -0.859375 4.265625 -0.960938 4.703125 -1.171875 C 5.429688 -1.523438 5.796875 -2.101562 5.796875 -2.90625 L 5.796875 -3.96875 C 5.628906 -3.863281 5.421875 -3.773438 5.171875 -3.703125 C 4.921875 -3.640625 4.675781 -3.59375 4.4375 -3.5625 L 3.640625 -3.46875 C 3.160156 -3.40625 2.800781 -3.304688 2.5625 -3.171875 C 2.164062 -2.941406 1.96875 -2.578125 1.96875 -2.078125 Z M 5.140625 -4.71875 C 5.441406 -4.757812 5.644531 -4.890625 5.75 -5.109375 C 5.800781 -5.222656 5.828125 -5.390625 5.828125 -5.609375 C 5.828125 -6.054688 5.664062 -6.378906 5.34375 -6.578125 C 5.03125 -6.773438 4.578125 -6.875 3.984375 -6.875 C 3.304688 -6.875 2.820312 -6.691406 2.53125 -6.328125 C 2.375 -6.117188 2.269531 -5.816406 2.21875 -5.421875 L 1 -5.421875 C 1.019531 -6.378906 1.328125 -7.046875 1.921875 -7.421875 C 2.523438 -7.796875 3.222656 -7.984375 4.015625 -7.984375 C 4.929688 -7.984375 5.675781 -7.804688 6.25 -7.453125 C 6.820312 -7.109375 7.109375 -6.566406 7.109375 -5.828125 L 7.109375 -1.34375 C 7.109375 -1.207031 7.132812 -1.097656 7.1875 -1.015625 C 7.238281 -0.929688 7.359375 -0.890625 7.546875 -0.890625 C 7.597656 -0.890625 7.660156 -0.890625 7.734375 -0.890625 C 7.804688 -0.898438 7.882812 -0.914062 7.96875 -0.9375 L 7.96875 0.03125 C 7.769531 0.09375 7.613281 0.128906 7.5 0.140625 C 7.394531 0.160156 7.25 0.171875 7.0625 0.171875 C 6.613281 0.171875 6.285156 0.0078125 6.078125 -0.3125 C 5.972656 -0.476562 5.898438 -0.71875 5.859375 -1.03125 C 5.585938 -0.6875 5.203125 -0.382812 4.703125 -0.125 C 4.203125 0.132812 3.65625 0.265625 3.0625 0.265625 C 2.332031 0.265625 1.738281 0.046875 1.28125 -0.390625 C 0.820312 -0.835938 0.59375 -1.390625 0.59375 -2.046875 C 0.59375 -2.765625 0.816406 -3.320312 1.265625 -3.71875 C 1.722656 -4.125 2.316406 -4.375 3.046875 -4.46875 Z M 4.046875 -7.984375 Z M 4.609375 -10.21875 C 4.742188 -10.15625 4.863281 -10.101562 4.96875 -10.0625 C 5.082031 -10.03125 5.195312 -10.015625 5.3125 -10.015625 C 5.582031 -10.015625 5.78125 -10.101562 5.90625 -10.28125 C 5.96875 -10.375 6.007812 -10.507812 6.03125 -10.6875 L 6.796875 -10.6875 C 6.691406 -10.070312 6.492188 -9.644531 6.203125 -9.40625 C 5.921875 -9.175781 5.609375 -9.0625 5.265625 -9.0625 C 5.148438 -9.0625 5.007812 -9.082031 4.84375 -9.125 C 4.6875 -9.164062 4.546875 -9.210938 4.421875 -9.265625 L 4.03125 -9.390625 C 3.800781 -9.472656 3.613281 -9.535156 3.46875 -9.578125 C 3.320312 -9.617188 3.179688 -9.640625 3.046875 -9.640625 C 2.878906 -9.640625 2.738281 -9.582031 2.625 -9.46875 C 2.519531 -9.363281 2.445312 -9.195312 2.40625 -8.96875 L 1.703125 -8.96875 C 1.765625 -9.351562 1.867188 -9.664062 2.015625 -9.90625 C 2.285156 -10.351562 2.695312 -10.578125 3.25 -10.578125 C 3.40625 -10.578125 3.582031 -10.550781 3.78125 -10.5 C 3.988281 -10.457031 4.265625 -10.363281 4.609375 -10.21875 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-10\">\n",
"<path style=\"stroke:none;\" d=\"M 4.046875 -0.84375 C 4.921875 -0.84375 5.519531 -1.171875 5.84375 -1.828125 C 6.164062 -2.484375 6.328125 -3.21875 6.328125 -4.03125 C 6.328125 -4.75 6.207031 -5.335938 5.96875 -5.796875 C 5.601562 -6.515625 4.96875 -6.875 4.0625 -6.875 C 3.269531 -6.875 2.691406 -6.566406 2.328125 -5.953125 C 1.960938 -5.347656 1.78125 -4.613281 1.78125 -3.75 C 1.78125 -2.914062 1.960938 -2.222656 2.328125 -1.671875 C 2.691406 -1.117188 3.265625 -0.84375 4.046875 -0.84375 Z M 4.109375 -8.015625 C 5.109375 -8.015625 5.953125 -7.679688 6.640625 -7.015625 C 7.335938 -6.347656 7.6875 -5.363281 7.6875 -4.0625 C 7.6875 -2.800781 7.378906 -1.757812 6.765625 -0.9375 C 6.160156 -0.125 5.21875 0.28125 3.9375 0.28125 C 2.863281 0.28125 2.007812 -0.078125 1.375 -0.796875 C 0.738281 -1.523438 0.421875 -2.503906 0.421875 -3.734375 C 0.421875 -5.035156 0.753906 -6.070312 1.421875 -6.84375 C 2.085938 -7.625 2.984375 -8.015625 4.109375 -8.015625 Z M 4.0625 -7.984375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-11\">\n",
"<path style=\"stroke:none;\" d=\"\"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-12\">\n",
"<path style=\"stroke:none;\" d=\"M 0.953125 -7.796875 L 2.203125 -7.796875 L 2.203125 -6.6875 C 2.578125 -7.144531 2.96875 -7.472656 3.375 -7.671875 C 3.789062 -7.867188 4.25 -7.96875 4.75 -7.96875 C 5.851562 -7.96875 6.601562 -7.582031 7 -6.8125 C 7.207031 -6.382812 7.3125 -5.78125 7.3125 -5 L 7.3125 0 L 5.984375 0 L 5.984375 -4.90625 C 5.984375 -5.382812 5.910156 -5.769531 5.765625 -6.0625 C 5.535156 -6.550781 5.113281 -6.796875 4.5 -6.796875 C 4.195312 -6.796875 3.941406 -6.765625 3.734375 -6.703125 C 3.378906 -6.585938 3.066406 -6.375 2.796875 -6.0625 C 2.578125 -5.800781 2.429688 -5.53125 2.359375 -5.25 C 2.296875 -4.976562 2.265625 -4.585938 2.265625 -4.078125 L 2.265625 0 L 0.953125 0 Z M 4.046875 -7.984375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-13\">\n",
"<path style=\"stroke:none;\" d=\"M 0.953125 -7.796875 L 2.25 -7.796875 L 2.25 -6.6875 C 2.5625 -7.070312 2.84375 -7.351562 3.09375 -7.53125 C 3.53125 -7.820312 4.023438 -7.96875 4.578125 -7.96875 C 5.191406 -7.96875 5.6875 -7.816406 6.0625 -7.515625 C 6.28125 -7.335938 6.476562 -7.078125 6.65625 -6.734375 C 6.945312 -7.148438 7.285156 -7.457031 7.671875 -7.65625 C 8.066406 -7.863281 8.507812 -7.96875 9 -7.96875 C 10.050781 -7.96875 10.765625 -7.585938 11.140625 -6.828125 C 11.347656 -6.421875 11.453125 -5.875 11.453125 -5.1875 L 11.453125 0 L 10.09375 0 L 10.09375 -5.421875 C 10.09375 -5.929688 9.960938 -6.285156 9.703125 -6.484375 C 9.441406 -6.679688 9.125 -6.78125 8.75 -6.78125 C 8.238281 -6.78125 7.796875 -6.609375 7.421875 -6.265625 C 7.046875 -5.921875 6.859375 -5.34375 6.859375 -4.53125 L 6.859375 0 L 5.53125 0 L 5.53125 -5.09375 C 5.53125 -5.613281 5.46875 -6 5.34375 -6.25 C 5.144531 -6.613281 4.773438 -6.796875 4.234375 -6.796875 C 3.734375 -6.796875 3.28125 -6.601562 2.875 -6.21875 C 2.46875 -5.832031 2.265625 -5.140625 2.265625 -4.140625 L 2.265625 0 L 0.953125 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-14\">\n",
"<path style=\"stroke:none;\" d=\"M 1.96875 -2.078125 C 1.96875 -1.691406 2.101562 -1.390625 2.375 -1.171875 C 2.65625 -0.960938 2.984375 -0.859375 3.359375 -0.859375 C 3.816406 -0.859375 4.265625 -0.960938 4.703125 -1.171875 C 5.429688 -1.523438 5.796875 -2.101562 5.796875 -2.90625 L 5.796875 -3.96875 C 5.628906 -3.863281 5.421875 -3.773438 5.171875 -3.703125 C 4.921875 -3.640625 4.675781 -3.59375 4.4375 -3.5625 L 3.640625 -3.46875 C 3.160156 -3.40625 2.800781 -3.304688 2.5625 -3.171875 C 2.164062 -2.941406 1.96875 -2.578125 1.96875 -2.078125 Z M 5.140625 -4.71875 C 5.441406 -4.757812 5.644531 -4.890625 5.75 -5.109375 C 5.800781 -5.222656 5.828125 -5.390625 5.828125 -5.609375 C 5.828125 -6.054688 5.664062 -6.378906 5.34375 -6.578125 C 5.03125 -6.773438 4.578125 -6.875 3.984375 -6.875 C 3.304688 -6.875 2.820312 -6.691406 2.53125 -6.328125 C 2.375 -6.117188 2.269531 -5.816406 2.21875 -5.421875 L 1 -5.421875 C 1.019531 -6.378906 1.328125 -7.046875 1.921875 -7.421875 C 2.523438 -7.796875 3.222656 -7.984375 4.015625 -7.984375 C 4.929688 -7.984375 5.675781 -7.804688 6.25 -7.453125 C 6.820312 -7.109375 7.109375 -6.566406 7.109375 -5.828125 L 7.109375 -1.34375 C 7.109375 -1.207031 7.132812 -1.097656 7.1875 -1.015625 C 7.238281 -0.929688 7.359375 -0.890625 7.546875 -0.890625 C 7.597656 -0.890625 7.660156 -0.890625 7.734375 -0.890625 C 7.804688 -0.898438 7.882812 -0.914062 7.96875 -0.9375 L 7.96875 0.03125 C 7.769531 0.09375 7.613281 0.128906 7.5 0.140625 C 7.394531 0.160156 7.25 0.171875 7.0625 0.171875 C 6.613281 0.171875 6.285156 0.0078125 6.078125 -0.3125 C 5.972656 -0.476562 5.898438 -0.71875 5.859375 -1.03125 C 5.585938 -0.6875 5.203125 -0.382812 4.703125 -0.125 C 4.203125 0.132812 3.65625 0.265625 3.0625 0.265625 C 2.332031 0.265625 1.738281 0.046875 1.28125 -0.390625 C 0.820312 -0.835938 0.59375 -1.390625 0.59375 -2.046875 C 0.59375 -2.765625 0.816406 -3.320312 1.265625 -3.71875 C 1.722656 -4.125 2.316406 -4.375 3.046875 -4.46875 Z M 4.046875 -7.984375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-15\">\n",
"<path style=\"stroke:none;\" d=\"M 1 -10.6875 L 2.3125 -10.6875 L 2.3125 0 L 1 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-16\">\n",
"<path style=\"stroke:none;\" d=\"M 4.25 -0.875 C 4.863281 -0.875 5.375 -1.128906 5.78125 -1.640625 C 6.1875 -2.160156 6.390625 -2.925781 6.390625 -3.9375 C 6.390625 -4.5625 6.296875 -5.097656 6.109375 -5.546875 C 5.773438 -6.398438 5.15625 -6.828125 4.25 -6.828125 C 3.34375 -6.828125 2.722656 -6.375 2.390625 -5.46875 C 2.210938 -4.988281 2.125 -4.375 2.125 -3.625 C 2.125 -3.019531 2.210938 -2.507812 2.390625 -2.09375 C 2.722656 -1.28125 3.34375 -0.875 4.25 -0.875 Z M 0.859375 -7.765625 L 2.125 -7.765625 L 2.125 -6.71875 C 2.394531 -7.070312 2.679688 -7.347656 2.984375 -7.546875 C 3.429688 -7.835938 3.953125 -7.984375 4.546875 -7.984375 C 5.429688 -7.984375 6.179688 -7.644531 6.796875 -6.96875 C 7.410156 -6.289062 7.71875 -5.320312 7.71875 -4.0625 C 7.71875 -2.363281 7.273438 -1.148438 6.390625 -0.421875 C 5.828125 0.0351562 5.171875 0.265625 4.421875 0.265625 C 3.835938 0.265625 3.347656 0.132812 2.953125 -0.125 C 2.710938 -0.269531 2.453125 -0.519531 2.171875 -0.875 L 2.171875 3.109375 L 0.859375 3.109375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-17\">\n",
"<path style=\"stroke:none;\" d=\"M 1.796875 -3.8125 C 1.796875 -2.976562 1.972656 -2.273438 2.328125 -1.703125 C 2.679688 -1.140625 3.25 -0.859375 4.03125 -0.859375 C 4.632812 -0.859375 5.128906 -1.117188 5.515625 -1.640625 C 5.910156 -2.171875 6.109375 -2.921875 6.109375 -3.890625 C 6.109375 -4.878906 5.90625 -5.609375 5.5 -6.078125 C 5.09375 -6.554688 4.597656 -6.796875 4.015625 -6.796875 C 3.347656 -6.796875 2.8125 -6.539062 2.40625 -6.03125 C 2 -5.53125 1.796875 -4.789062 1.796875 -3.8125 Z M 3.765625 -7.9375 C 4.359375 -7.9375 4.859375 -7.8125 5.265625 -7.5625 C 5.492188 -7.414062 5.757812 -7.160156 6.0625 -6.796875 L 6.0625 -10.734375 L 7.3125 -10.734375 L 7.3125 0 L 6.140625 0 L 6.140625 -1.078125 C 5.828125 -0.597656 5.460938 -0.25 5.046875 -0.03125 C 4.628906 0.175781 4.15625 0.28125 3.625 0.28125 C 2.75 0.28125 1.992188 -0.0820312 1.359375 -0.8125 C 0.722656 -1.550781 0.40625 -2.523438 0.40625 -3.734375 C 0.40625 -4.867188 0.691406 -5.851562 1.265625 -6.6875 C 1.847656 -7.519531 2.679688 -7.9375 3.765625 -7.9375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-18\">\n",
"<path style=\"stroke:none;\" d=\"M 0.375 -1.03125 L 5 -6.625 L 0.71875 -6.625 L 0.71875 -7.796875 L 6.765625 -7.796875 L 6.765625 -6.71875 L 2.171875 -1.171875 L 6.90625 -1.171875 L 6.90625 0 L 0.375 0 Z M 3.75 -7.984375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-0\">\n",
"<path style=\"stroke:none;\" d=\"M 0.40625 0 L 0.40625 -8.96875 L 7.515625 -8.96875 L 7.515625 0 Z M 6.390625 -1.125 L 6.390625 -7.84375 L 1.53125 -7.84375 L 1.53125 -1.125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-1\">\n",
"<path style=\"stroke:none;\" d=\"M 1.65625 -8.96875 L 4.234375 -1.328125 L 6.78125 -8.96875 L 8.140625 -8.96875 L 4.875 0 L 3.578125 0 L 0.3125 -8.96875 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-2\">\n",
"<path style=\"stroke:none;\" d=\"M 1.640625 -1.734375 C 1.640625 -1.421875 1.753906 -1.171875 1.984375 -0.984375 C 2.222656 -0.804688 2.5 -0.71875 2.8125 -0.71875 C 3.207031 -0.71875 3.582031 -0.804688 3.9375 -0.984375 C 4.550781 -1.273438 4.859375 -1.757812 4.859375 -2.4375 L 4.859375 -3.328125 C 4.722656 -3.242188 4.546875 -3.171875 4.328125 -3.109375 C 4.117188 -3.054688 3.914062 -3.015625 3.71875 -2.984375 L 3.046875 -2.90625 C 2.648438 -2.851562 2.351562 -2.769531 2.15625 -2.65625 C 1.8125 -2.46875 1.640625 -2.160156 1.640625 -1.734375 Z M 4.3125 -3.96875 C 4.5625 -4 4.726562 -4.101562 4.8125 -4.28125 C 4.863281 -4.375 4.890625 -4.515625 4.890625 -4.703125 C 4.890625 -5.078125 4.753906 -5.347656 4.484375 -5.515625 C 4.222656 -5.679688 3.84375 -5.765625 3.34375 -5.765625 C 2.769531 -5.765625 2.363281 -5.609375 2.125 -5.296875 C 1.988281 -5.128906 1.898438 -4.878906 1.859375 -4.546875 L 0.84375 -4.546875 C 0.851562 -5.347656 1.109375 -5.90625 1.609375 -6.21875 C 2.117188 -6.539062 2.707031 -6.703125 3.375 -6.703125 C 4.132812 -6.703125 4.757812 -6.550781 5.25 -6.25 C 5.71875 -5.957031 5.953125 -5.503906 5.953125 -4.890625 L 5.953125 -1.125 C 5.953125 -1.007812 5.972656 -0.914062 6.015625 -0.84375 C 6.066406 -0.78125 6.171875 -0.75 6.328125 -0.75 C 6.367188 -0.75 6.421875 -0.75 6.484375 -0.75 C 6.546875 -0.757812 6.613281 -0.769531 6.6875 -0.78125 L 6.6875 0.03125 C 6.507812 0.0820312 6.375 0.113281 6.28125 0.125 C 6.195312 0.132812 6.078125 0.140625 5.921875 0.140625 C 5.546875 0.140625 5.273438 0.00390625 5.109375 -0.265625 C 5.015625 -0.398438 4.945312 -0.597656 4.90625 -0.859375 C 4.6875 -0.566406 4.367188 -0.3125 3.953125 -0.09375 C 3.535156 0.113281 3.070312 0.21875 2.5625 0.21875 C 1.957031 0.21875 1.460938 0.0351562 1.078125 -0.328125 C 0.691406 -0.703125 0.5 -1.164062 0.5 -1.71875 C 0.5 -2.320312 0.6875 -2.789062 1.0625 -3.125 C 1.445312 -3.457031 1.945312 -3.660156 2.5625 -3.734375 Z M 3.40625 -6.703125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-3\">\n",
"<path style=\"stroke:none;\" d=\"M 0.84375 -6.53125 L 1.875 -6.53125 L 1.875 -5.40625 C 1.96875 -5.625 2.179688 -5.890625 2.515625 -6.203125 C 2.847656 -6.523438 3.226562 -6.6875 3.65625 -6.6875 C 3.675781 -6.6875 3.710938 -6.679688 3.765625 -6.671875 C 3.816406 -6.671875 3.898438 -6.664062 4.015625 -6.65625 L 4.015625 -5.5 C 3.953125 -5.507812 3.890625 -5.515625 3.828125 -5.515625 C 3.773438 -5.523438 3.71875 -5.53125 3.65625 -5.53125 C 3.101562 -5.53125 2.675781 -5.347656 2.375 -4.984375 C 2.082031 -4.628906 1.9375 -4.222656 1.9375 -3.765625 L 1.9375 0 L 0.84375 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-4\">\n",
"<path style=\"stroke:none;\" d=\"M 0.8125 -6.5 L 1.921875 -6.5 L 1.921875 0 L 0.8125 0 Z M 0.8125 -8.96875 L 1.921875 -8.96875 L 1.921875 -7.71875 L 0.8125 -7.71875 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-5\">\n",
"<path style=\"stroke:none;\" d=\"M 1.640625 -1.734375 C 1.640625 -1.421875 1.753906 -1.171875 1.984375 -0.984375 C 2.222656 -0.804688 2.5 -0.71875 2.8125 -0.71875 C 3.207031 -0.71875 3.582031 -0.804688 3.9375 -0.984375 C 4.550781 -1.273438 4.859375 -1.757812 4.859375 -2.4375 L 4.859375 -3.328125 C 4.722656 -3.242188 4.546875 -3.171875 4.328125 -3.109375 C 4.117188 -3.054688 3.914062 -3.015625 3.71875 -2.984375 L 3.046875 -2.90625 C 2.648438 -2.851562 2.351562 -2.769531 2.15625 -2.65625 C 1.8125 -2.46875 1.640625 -2.160156 1.640625 -1.734375 Z M 4.3125 -3.96875 C 4.5625 -4 4.726562 -4.101562 4.8125 -4.28125 C 4.863281 -4.375 4.890625 -4.515625 4.890625 -4.703125 C 4.890625 -5.078125 4.753906 -5.347656 4.484375 -5.515625 C 4.222656 -5.679688 3.84375 -5.765625 3.34375 -5.765625 C 2.769531 -5.765625 2.363281 -5.609375 2.125 -5.296875 C 1.988281 -5.128906 1.898438 -4.878906 1.859375 -4.546875 L 0.84375 -4.546875 C 0.851562 -5.347656 1.109375 -5.90625 1.609375 -6.21875 C 2.117188 -6.539062 2.707031 -6.703125 3.375 -6.703125 C 4.132812 -6.703125 4.757812 -6.550781 5.25 -6.25 C 5.71875 -5.957031 5.953125 -5.503906 5.953125 -4.890625 L 5.953125 -1.125 C 5.953125 -1.007812 5.972656 -0.914062 6.015625 -0.84375 C 6.066406 -0.78125 6.171875 -0.75 6.328125 -0.75 C 6.367188 -0.75 6.421875 -0.75 6.484375 -0.75 C 6.546875 -0.757812 6.613281 -0.769531 6.6875 -0.78125 L 6.6875 0.03125 C 6.507812 0.0820312 6.375 0.113281 6.28125 0.125 C 6.195312 0.132812 6.078125 0.140625 5.921875 0.140625 C 5.546875 0.140625 5.273438 0.00390625 5.109375 -0.265625 C 5.015625 -0.398438 4.945312 -0.597656 4.90625 -0.859375 C 4.6875 -0.566406 4.367188 -0.3125 3.953125 -0.09375 C 3.535156 0.113281 3.070312 0.21875 2.5625 0.21875 C 1.957031 0.21875 1.460938 0.0351562 1.078125 -0.328125 C 0.691406 -0.703125 0.5 -1.164062 0.5 -1.71875 C 0.5 -2.320312 0.6875 -2.789062 1.0625 -3.125 C 1.445312 -3.457031 1.945312 -3.660156 2.5625 -3.734375 Z M 3.40625 -6.703125 Z M 4.765625 -9.171875 L 3.140625 -7.40625 L 2.296875 -7.40625 L 3.40625 -9.171875 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-6\">\n",
"<path style=\"stroke:none;\" d=\"M 1.34375 -6.53125 L 3.09375 -1.21875 L 4.90625 -6.53125 L 6.109375 -6.53125 L 3.65625 0 L 2.484375 0 L 0.0625 -6.53125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-7\">\n",
"<path style=\"stroke:none;\" d=\"M 3.53125 -6.6875 C 3.988281 -6.6875 4.4375 -6.578125 4.875 -6.359375 C 5.3125 -6.140625 5.644531 -5.859375 5.875 -5.515625 C 6.09375 -5.179688 6.238281 -4.796875 6.3125 -4.359375 C 6.375 -4.054688 6.40625 -3.578125 6.40625 -2.921875 L 1.625 -2.921875 C 1.632812 -2.253906 1.785156 -1.71875 2.078125 -1.3125 C 2.378906 -0.914062 2.835938 -0.71875 3.453125 -0.71875 C 4.023438 -0.71875 4.484375 -0.90625 4.828125 -1.28125 C 5.015625 -1.507812 5.148438 -1.765625 5.234375 -2.046875 L 6.3125 -2.046875 C 6.289062 -1.804688 6.195312 -1.539062 6.03125 -1.25 C 5.875 -0.957031 5.695312 -0.71875 5.5 -0.53125 C 5.164062 -0.195312 4.75 0.0234375 4.25 0.140625 C 3.988281 0.203125 3.691406 0.234375 3.359375 0.234375 C 2.546875 0.234375 1.851562 -0.0625 1.28125 -0.65625 C 0.71875 -1.25 0.4375 -2.078125 0.4375 -3.140625 C 0.4375 -4.191406 0.722656 -5.046875 1.296875 -5.703125 C 1.867188 -6.359375 2.613281 -6.6875 3.53125 -6.6875 Z M 5.28125 -3.796875 C 5.238281 -4.265625 5.132812 -4.644531 4.96875 -4.9375 C 4.664062 -5.457031 4.160156 -5.71875 3.453125 -5.71875 C 2.953125 -5.71875 2.53125 -5.535156 2.1875 -5.171875 C 1.84375 -4.804688 1.660156 -4.347656 1.640625 -3.796875 Z M 3.421875 -6.703125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-8\">\n",
"<path style=\"stroke:none;\" d=\"M 0.84375 -8.96875 L 1.9375 -8.96875 L 1.9375 0 L 0.84375 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-9\">\n",
"<path style=\"stroke:none;\" d=\"\"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-10\">\n",
"<path style=\"stroke:none;\" d=\"M 1.5 -3.1875 C 1.5 -2.488281 1.644531 -1.898438 1.9375 -1.421875 C 2.238281 -0.953125 2.71875 -0.71875 3.375 -0.71875 C 3.882812 -0.71875 4.300781 -0.9375 4.625 -1.375 C 4.957031 -1.8125 5.125 -2.441406 5.125 -3.265625 C 5.125 -4.085938 4.953125 -4.695312 4.609375 -5.09375 C 4.273438 -5.488281 3.859375 -5.6875 3.359375 -5.6875 C 2.804688 -5.6875 2.359375 -5.472656 2.015625 -5.046875 C 1.671875 -4.628906 1.5 -4.007812 1.5 -3.1875 Z M 3.15625 -6.65625 C 3.65625 -6.65625 4.070312 -6.546875 4.40625 -6.328125 C 4.601562 -6.210938 4.828125 -6 5.078125 -5.6875 L 5.078125 -9 L 6.140625 -9 L 6.140625 0 L 5.140625 0 L 5.140625 -0.90625 C 4.890625 -0.507812 4.585938 -0.21875 4.234375 -0.03125 C 3.890625 0.144531 3.488281 0.234375 3.03125 0.234375 C 2.300781 0.234375 1.671875 -0.0703125 1.140625 -0.6875 C 0.609375 -1.300781 0.34375 -2.113281 0.34375 -3.125 C 0.34375 -4.082031 0.582031 -4.910156 1.0625 -5.609375 C 1.550781 -6.304688 2.25 -6.65625 3.15625 -6.65625 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-11\">\n",
"<path style=\"stroke:none;\" d=\"M 3.5625 -0.734375 C 4.070312 -0.734375 4.5 -0.945312 4.84375 -1.375 C 5.1875 -1.8125 5.359375 -2.457031 5.359375 -3.3125 C 5.359375 -3.832031 5.28125 -4.28125 5.125 -4.65625 C 4.84375 -5.375 4.320312 -5.734375 3.5625 -5.734375 C 2.800781 -5.734375 2.28125 -5.351562 2 -4.59375 C 1.851562 -4.1875 1.78125 -3.671875 1.78125 -3.046875 C 1.78125 -2.535156 1.851562 -2.101562 2 -1.75 C 2.28125 -1.070312 2.800781 -0.734375 3.5625 -0.734375 Z M 0.71875 -6.5 L 1.78125 -6.5 L 1.78125 -5.640625 C 2.007812 -5.929688 2.253906 -6.160156 2.515625 -6.328125 C 2.878906 -6.578125 3.3125 -6.703125 3.8125 -6.703125 C 4.550781 -6.703125 5.175781 -6.414062 5.6875 -5.84375 C 6.207031 -5.28125 6.46875 -4.46875 6.46875 -3.40625 C 6.46875 -1.988281 6.097656 -0.972656 5.359375 -0.359375 C 4.890625 0.0234375 4.34375 0.21875 3.71875 0.21875 C 3.21875 0.21875 2.800781 0.109375 2.46875 -0.109375 C 2.269531 -0.222656 2.050781 -0.429688 1.8125 -0.734375 L 1.8125 2.609375 L 0.71875 2.609375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-12\">\n",
"<path style=\"stroke:none;\" d=\"M 0.8125 -6.53125 L 1.84375 -6.53125 L 1.84375 -5.609375 C 2.15625 -5.992188 2.484375 -6.269531 2.828125 -6.4375 C 3.171875 -6.601562 3.554688 -6.6875 3.984375 -6.6875 C 4.910156 -6.6875 5.535156 -6.363281 5.859375 -5.71875 C 6.046875 -5.363281 6.140625 -4.851562 6.140625 -4.1875 L 6.140625 0 L 5.015625 0 L 5.015625 -4.125 C 5.015625 -4.519531 4.957031 -4.835938 4.84375 -5.078125 C 4.644531 -5.484375 4.289062 -5.6875 3.78125 -5.6875 C 3.519531 -5.6875 3.304688 -5.660156 3.140625 -5.609375 C 2.835938 -5.523438 2.570312 -5.347656 2.34375 -5.078125 C 2.15625 -4.859375 2.035156 -4.632812 1.984375 -4.40625 C 1.929688 -4.175781 1.90625 -3.847656 1.90625 -3.421875 L 1.90625 0 L 0.8125 0 Z M 3.390625 -6.703125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-13\">\n",
"<path style=\"stroke:none;\" d=\"M 1.03125 -8.359375 L 2.140625 -8.359375 L 2.140625 -6.53125 L 3.1875 -6.53125 L 3.1875 -5.640625 L 2.140625 -5.640625 L 2.140625 -1.375 C 2.140625 -1.144531 2.21875 -0.992188 2.375 -0.921875 C 2.457031 -0.867188 2.597656 -0.84375 2.796875 -0.84375 C 2.847656 -0.84375 2.90625 -0.84375 2.96875 -0.84375 C 3.03125 -0.851562 3.101562 -0.859375 3.1875 -0.859375 L 3.1875 0 C 3.050781 0.0390625 2.914062 0.0664062 2.78125 0.078125 C 2.644531 0.0976562 2.5 0.109375 2.34375 0.109375 C 1.832031 0.109375 1.484375 -0.0195312 1.296875 -0.28125 C 1.117188 -0.550781 1.03125 -0.894531 1.03125 -1.3125 L 1.03125 -5.640625 L 0.140625 -5.640625 L 0.140625 -6.53125 L 1.03125 -6.53125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-14\">\n",
"<path style=\"stroke:none;\" d=\"M 0.515625 -4.046875 L 3.578125 -4.046875 L 3.578125 -2.921875 L 0.515625 -2.921875 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-15\">\n",
"<path style=\"stroke:none;\" d=\"M 4.125 -3.09375 L 4.125 -7.0625 L 1.328125 -3.09375 Z M 4.15625 0 L 4.15625 -2.140625 L 0.3125 -2.140625 L 0.3125 -3.203125 L 4.328125 -8.765625 L 5.25 -8.765625 L 5.25 -3.09375 L 6.53125 -3.09375 L 6.53125 -2.140625 L 5.25 -2.140625 L 5.25 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-16\">\n",
"<path style=\"stroke:none;\" d=\"M 3.25 0.234375 C 2.21875 0.234375 1.46875 -0.046875 1 -0.609375 C 0.53125 -1.179688 0.296875 -1.875 0.296875 -2.6875 L 1.453125 -2.6875 C 1.492188 -2.125 1.597656 -1.710938 1.765625 -1.453125 C 2.046875 -0.992188 2.5625 -0.765625 3.3125 -0.765625 C 3.882812 -0.765625 4.34375 -0.914062 4.6875 -1.21875 C 5.039062 -1.53125 5.21875 -1.929688 5.21875 -2.421875 C 5.21875 -3.023438 5.035156 -3.445312 4.671875 -3.6875 C 4.304688 -3.925781 3.796875 -4.046875 3.140625 -4.046875 C 3.066406 -4.046875 2.988281 -4.046875 2.90625 -4.046875 C 2.832031 -4.046875 2.757812 -4.039062 2.6875 -4.03125 L 2.6875 -5 C 2.800781 -4.988281 2.894531 -4.976562 2.96875 -4.96875 C 3.050781 -4.96875 3.132812 -4.96875 3.21875 -4.96875 C 3.632812 -4.96875 3.972656 -5.035156 4.234375 -5.171875 C 4.703125 -5.398438 4.9375 -5.804688 4.9375 -6.390625 C 4.9375 -6.828125 4.78125 -7.160156 4.46875 -7.390625 C 4.15625 -7.628906 3.796875 -7.75 3.390625 -7.75 C 2.648438 -7.75 2.144531 -7.503906 1.875 -7.015625 C 1.71875 -6.742188 1.628906 -6.363281 1.609375 -5.875 L 0.515625 -5.875 C 0.515625 -6.519531 0.644531 -7.070312 0.90625 -7.53125 C 1.351562 -8.34375 2.140625 -8.75 3.265625 -8.75 C 4.160156 -8.75 4.851562 -8.550781 5.34375 -8.15625 C 5.832031 -7.757812 6.078125 -7.1875 6.078125 -6.4375 C 6.078125 -5.894531 5.929688 -5.457031 5.640625 -5.125 C 5.460938 -4.914062 5.226562 -4.753906 4.9375 -4.640625 C 5.40625 -4.515625 5.765625 -4.269531 6.015625 -3.90625 C 6.273438 -3.550781 6.40625 -3.113281 6.40625 -2.59375 C 6.40625 -1.757812 6.128906 -1.078125 5.578125 -0.546875 C 5.035156 -0.0234375 4.257812 0.234375 3.25 0.234375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-17\">\n",
"<path style=\"stroke:none;\" d=\"M 0.390625 0 C 0.429688 -0.75 0.585938 -1.398438 0.859375 -1.953125 C 1.128906 -2.515625 1.65625 -3.023438 2.4375 -3.484375 L 3.609375 -4.15625 C 4.140625 -4.46875 4.507812 -4.726562 4.71875 -4.9375 C 5.050781 -5.28125 5.21875 -5.671875 5.21875 -6.109375 C 5.21875 -6.609375 5.0625 -7.007812 4.75 -7.3125 C 4.445312 -7.613281 4.046875 -7.765625 3.546875 -7.765625 C 2.785156 -7.765625 2.265625 -7.476562 1.984375 -6.90625 C 1.828125 -6.601562 1.738281 -6.179688 1.71875 -5.640625 L 0.609375 -5.640625 C 0.617188 -6.398438 0.757812 -7.019531 1.03125 -7.5 C 1.5 -8.34375 2.335938 -8.765625 3.546875 -8.765625 C 4.546875 -8.765625 5.273438 -8.492188 5.734375 -7.953125 C 6.203125 -7.410156 6.4375 -6.8125 6.4375 -6.15625 C 6.4375 -5.457031 6.1875 -4.859375 5.6875 -4.359375 C 5.40625 -4.066406 4.894531 -3.71875 4.15625 -3.3125 L 3.328125 -2.84375 C 2.929688 -2.625 2.617188 -2.414062 2.390625 -2.21875 C 1.984375 -1.863281 1.726562 -1.46875 1.625 -1.03125 L 6.390625 -1.03125 L 6.390625 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-18\">\n",
"<path style=\"stroke:none;\" d=\"M 1.203125 -6.1875 L 1.203125 -7.03125 C 1.992188 -7.101562 2.546875 -7.226562 2.859375 -7.40625 C 3.171875 -7.59375 3.40625 -8.023438 3.5625 -8.703125 L 4.421875 -8.703125 L 4.421875 0 L 3.25 0 L 3.25 -6.1875 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-19\">\n",
"<path style=\"stroke:none;\" d=\"M 3.375 -8.734375 C 4.507812 -8.734375 5.328125 -8.269531 5.828125 -7.34375 C 6.222656 -6.625 6.421875 -5.632812 6.421875 -4.375 C 6.421875 -3.1875 6.242188 -2.207031 5.890625 -1.4375 C 5.378906 -0.320312 4.539062 0.234375 3.375 0.234375 C 2.320312 0.234375 1.539062 -0.21875 1.03125 -1.125 C 0.601562 -1.882812 0.390625 -2.90625 0.390625 -4.1875 C 0.390625 -5.1875 0.519531 -6.039062 0.78125 -6.75 C 1.257812 -8.070312 2.125 -8.734375 3.375 -8.734375 Z M 3.375 -0.765625 C 3.9375 -0.765625 4.382812 -1.015625 4.71875 -1.515625 C 5.0625 -2.023438 5.234375 -2.96875 5.234375 -4.34375 C 5.234375 -5.332031 5.109375 -6.144531 4.859375 -6.78125 C 4.617188 -7.425781 4.148438 -7.75 3.453125 -7.75 C 2.804688 -7.75 2.332031 -7.441406 2.03125 -6.828125 C 1.726562 -6.222656 1.578125 -5.332031 1.578125 -4.15625 C 1.578125 -3.257812 1.675781 -2.539062 1.875 -2 C 2.164062 -1.175781 2.664062 -0.765625 3.375 -0.765625 Z \"/>\n",
"</symbol>\n",
"</g>\n",
"</defs>\n",
"<g id=\"surface95\">\n",
"<rect x=\"0\" y=\"0\" width=\"504\" height=\"504\" style=\"fill:rgb(100%,100%,100%);fill-opacity:1;stroke:none;\"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 74.398438 416.800781 L 74.785156 416.796875 L 75.167969 416.792969 L 75.554688 416.789062 L 76.320312 416.78125 L 76.707031 416.777344 L 77.089844 416.769531 L 77.476562 416.765625 L 78.242188 416.757812 L 78.628906 416.75 L 79.011719 416.746094 L 79.398438 416.742188 L 79.78125 416.734375 L 80.164062 416.730469 L 80.550781 416.722656 L 80.933594 416.71875 L 81.320312 416.710938 L 81.703125 416.707031 L 82.085938 416.699219 L 82.472656 416.691406 L 82.855469 416.683594 L 83.242188 416.679688 L 84.007812 416.664062 L 84.394531 416.65625 L 84.777344 416.648438 L 85.164062 416.640625 L 85.546875 416.632812 L 85.929688 416.621094 L 86.316406 416.613281 L 86.699219 416.605469 L 87.085938 416.59375 L 87.46875 416.585938 L 87.851562 416.574219 L 88.238281 416.566406 L 88.621094 416.554688 L 89.007812 416.542969 L 89.773438 416.519531 L 90.160156 416.507812 L 90.542969 416.496094 L 90.929688 416.484375 L 91.3125 416.472656 L 91.699219 416.457031 L 92.082031 416.445312 L 92.464844 416.429688 L 92.851562 416.417969 L 93.234375 416.402344 L 93.621094 416.386719 L 94.386719 416.355469 L 94.773438 416.339844 L 95.15625 416.324219 L 95.542969 416.304688 L 95.925781 416.289062 L 96.308594 416.269531 L 96.695312 416.25 L 97.078125 416.230469 L 97.464844 416.210938 L 98.230469 416.171875 L 98.617188 416.152344 L 99 416.128906 L 99.386719 416.105469 L 99.769531 416.082031 L 100.152344 416.0625 L 100.539062 416.035156 L 100.921875 416.011719 L 101.308594 415.988281 L 102.074219 415.933594 L 102.460938 415.90625 L 102.84375 415.878906 L 103.230469 415.851562 L 103.996094 415.789062 L 104.382812 415.761719 L 104.765625 415.726562 L 105.152344 415.695312 L 105.535156 415.664062 L 105.917969 415.628906 L 106.304688 415.59375 L 106.6875 415.558594 L 107.074219 415.523438 L 107.839844 415.445312 L 108.226562 415.40625 L 108.609375 415.367188 L 108.996094 415.324219 L 109.761719 415.238281 L 110.148438 415.195312 L 110.53125 415.148438 L 110.917969 415.101562 L 111.683594 415.007812 L 112.070312 414.957031 L 112.453125 414.90625 L 112.839844 414.855469 L 113.605469 414.746094 L 113.992188 414.691406 L 114.375 414.632812 L 114.761719 414.574219 L 115.144531 414.515625 L 115.527344 414.453125 L 115.914062 414.390625 L 116.296875 414.324219 L 116.683594 414.261719 L 117.066406 414.191406 L 117.449219 414.125 L 117.835938 414.054688 L 118.21875 413.984375 L 118.605469 413.910156 L 118.988281 413.835938 L 119.371094 413.757812 L 119.757812 413.679688 L 120.140625 413.597656 L 120.527344 413.519531 L 121.292969 413.347656 L 121.679688 413.261719 L 122.0625 413.171875 L 122.449219 413.082031 L 122.832031 412.988281 L 123.21875 412.894531 L 123.601562 412.796875 L 123.984375 412.695312 L 124.371094 412.59375 L 124.753906 412.492188 L 125.140625 412.386719 L 125.90625 412.167969 L 126.292969 412.054688 L 126.675781 411.941406 L 127.0625 411.824219 L 127.828125 411.582031 L 128.214844 411.457031 L 128.597656 411.332031 L 128.984375 411.199219 L 129.367188 411.070312 L 129.75 410.933594 L 130.136719 410.796875 L 130.519531 410.65625 L 130.90625 410.511719 L 131.289062 410.367188 L 131.671875 410.21875 L 132.058594 410.066406 L 132.441406 409.910156 L 132.828125 409.75 L 133.210938 409.589844 L 133.59375 409.425781 L 133.980469 409.257812 L 134.363281 409.085938 L 134.75 408.914062 L 135.515625 408.554688 L 135.902344 408.371094 L 136.285156 408.183594 L 136.671875 407.992188 L 137.054688 407.796875 L 137.4375 407.597656 L 137.824219 407.394531 L 138.207031 407.191406 L 138.59375 406.980469 L 138.976562 406.765625 L 139.359375 406.546875 L 139.746094 406.328125 L 140.128906 406.101562 L 140.515625 405.871094 L 140.898438 405.636719 L 141.28125 405.398438 L 141.667969 405.15625 L 142.050781 404.910156 L 142.4375 404.65625 L 142.820312 404.402344 L 143.203125 404.140625 L 143.589844 403.878906 L 143.972656 403.609375 L 144.359375 403.332031 L 144.742188 403.054688 L 145.125 402.769531 L 145.511719 402.484375 L 145.894531 402.1875 L 146.28125 401.890625 L 146.664062 401.585938 L 147.046875 401.277344 L 147.433594 400.964844 L 147.816406 400.644531 L 148.203125 400.320312 L 148.96875 399.65625 L 149.355469 399.3125 L 149.738281 398.96875 L 150.125 398.613281 L 150.507812 398.257812 L 150.890625 397.894531 L 151.277344 397.523438 L 151.660156 397.148438 L 152.046875 396.765625 L 152.429688 396.378906 L 152.8125 395.988281 L 153.199219 395.585938 L 153.582031 395.179688 L 153.96875 394.769531 L 154.351562 394.351562 L 154.738281 393.925781 L 155.121094 393.492188 L 155.503906 393.054688 L 155.890625 392.609375 L 156.273438 392.160156 L 156.660156 391.699219 L 157.042969 391.234375 L 157.425781 390.761719 L 157.8125 390.285156 L 158.195312 389.796875 L 158.582031 389.304688 L 158.964844 388.804688 L 159.347656 388.296875 L 159.734375 387.78125 L 160.117188 387.261719 L 160.503906 386.730469 L 160.886719 386.195312 L 161.269531 385.648438 L 161.65625 385.097656 L 162.039062 384.539062 L 162.425781 383.96875 L 162.808594 383.394531 L 163.191406 382.8125 L 163.578125 382.21875 L 163.960938 381.621094 L 164.347656 381.015625 L 164.730469 380.398438 L 165.113281 379.773438 L 165.5 379.144531 L 165.882812 378.503906 L 166.269531 377.855469 L 166.652344 377.199219 L 167.035156 376.53125 L 167.421875 375.859375 L 167.804688 375.175781 L 168.191406 374.488281 L 168.574219 373.785156 L 168.957031 373.078125 L 169.34375 372.363281 L 169.726562 371.636719 L 170.113281 370.902344 L 170.496094 370.15625 L 170.878906 369.40625 L 171.265625 368.644531 L 171.648438 367.871094 L 172.035156 367.09375 L 172.417969 366.304688 L 172.800781 365.503906 L 173.1875 364.699219 L 173.570312 363.882812 L 173.957031 363.054688 L 174.339844 362.21875 L 174.722656 361.375 L 175.109375 360.519531 L 175.492188 359.65625 L 175.878906 358.785156 L 176.261719 357.902344 L 176.644531 357.007812 L 177.03125 356.109375 L 177.414062 355.195312 L 177.800781 354.273438 L 178.183594 353.34375 L 178.566406 352.402344 L 178.953125 351.453125 L 179.335938 350.492188 L 179.722656 349.523438 L 180.105469 348.542969 L 180.488281 347.554688 L 180.875 346.554688 L 181.257812 345.546875 L 181.644531 344.527344 L 182.027344 343.5 L 182.410156 342.460938 L 182.796875 341.414062 L 183.179688 340.355469 L 183.566406 339.289062 L 183.949219 338.210938 L 184.332031 337.121094 L 184.71875 336.023438 L 185.101562 334.917969 L 185.488281 333.800781 L 185.871094 332.675781 L 186.253906 331.539062 L 186.640625 330.390625 L 187.023438 329.234375 L 187.410156 328.070312 L 187.792969 326.894531 L 188.179688 325.707031 L 188.5625 324.511719 L 188.945312 323.308594 L 189.332031 322.09375 L 189.714844 320.871094 L 190.101562 319.636719 L 190.484375 318.394531 L 190.867188 317.140625 L 191.253906 315.878906 L 191.636719 314.605469 L 192.023438 313.328125 L 192.40625 312.035156 L 192.789062 310.738281 L 193.175781 309.429688 L 193.558594 308.109375 L 193.945312 306.785156 L 194.328125 305.449219 L 194.710938 304.101562 L 195.097656 302.75 L 195.480469 301.386719 L 195.867188 300.015625 L 196.25 298.636719 L 196.632812 297.246094 L 197.019531 295.851562 L 197.402344 294.445312 L 197.789062 293.03125 L 198.171875 291.609375 L 198.554688 290.179688 L 198.941406 288.738281 L 199.324219 287.292969 L 199.710938 285.839844 L 200.09375 284.375 L 200.476562 282.90625 L 200.863281 281.429688 L 201.246094 279.945312 L 201.632812 278.449219 L 202.015625 276.953125 L 202.398438 275.445312 L 202.785156 273.929688 L 203.167969 272.410156 L 203.554688 270.882812 L 203.9375 269.347656 L 204.320312 267.804688 L 204.707031 266.257812 L 205.089844 264.703125 L 205.476562 263.144531 L 205.859375 261.578125 L 206.242188 260.007812 L 206.628906 258.429688 L 207.011719 256.847656 L 207.398438 255.257812 L 207.78125 253.664062 L 208.164062 252.0625 L 208.550781 250.460938 L 208.933594 248.851562 L 209.320312 247.238281 L 209.703125 245.621094 L 210.085938 243.996094 L 210.472656 242.371094 L 210.855469 240.742188 L 211.242188 239.105469 L 211.625 237.46875 L 212.007812 235.828125 L 212.394531 234.179688 L 212.777344 232.535156 L 213.164062 230.882812 L 213.546875 229.230469 L 213.929688 227.574219 L 214.316406 225.914062 L 214.699219 224.253906 L 215.085938 222.589844 L 215.851562 219.261719 L 216.238281 217.59375 L 216.621094 215.925781 L 217.007812 214.253906 L 217.390625 212.585938 L 217.773438 210.914062 L 218.160156 209.242188 L 218.542969 207.570312 L 218.929688 205.898438 L 219.3125 204.226562 L 219.699219 202.558594 L 220.082031 200.886719 L 220.464844 199.21875 L 220.851562 197.550781 L 221.234375 195.886719 L 221.621094 194.21875 L 222.386719 190.898438 L 222.773438 189.238281 L 223.15625 187.582031 L 223.542969 185.929688 L 224.308594 182.632812 L 224.695312 180.988281 L 225.078125 179.351562 L 225.464844 177.714844 L 225.847656 176.082031 L 226.230469 174.457031 L 226.617188 172.832031 L 227 171.214844 L 227.386719 169.601562 L 227.769531 167.996094 L 228.152344 166.394531 L 228.539062 164.800781 L 228.921875 163.210938 L 229.308594 161.625 L 229.691406 160.050781 L 230.074219 158.480469 L 230.460938 156.917969 L 230.84375 155.363281 L 231.230469 153.816406 L 231.613281 152.273438 L 231.996094 150.742188 L 232.382812 149.21875 L 232.765625 147.703125 L 233.152344 146.199219 L 233.535156 144.703125 L 233.917969 143.214844 L 234.304688 141.734375 L 234.6875 140.265625 L 235.074219 138.808594 L 235.457031 137.359375 L 235.839844 135.921875 L 236.226562 134.496094 L 236.609375 133.078125 L 236.996094 131.671875 L 237.378906 130.28125 L 237.761719 128.898438 L 238.148438 127.527344 L 238.53125 126.171875 L 238.917969 124.824219 L 239.300781 123.492188 L 239.683594 122.171875 L 240.070312 120.863281 L 240.453125 119.570312 L 240.839844 118.289062 L 241.222656 117.023438 L 241.605469 115.769531 L 241.992188 114.53125 L 242.375 113.308594 L 242.761719 112.097656 L 243.144531 110.902344 L 243.527344 109.722656 L 243.914062 108.558594 L 244.296875 107.410156 L 244.683594 106.277344 L 245.066406 105.160156 L 245.449219 104.058594 L 245.835938 102.972656 L 246.21875 101.902344 L 246.605469 100.851562 L 246.988281 99.816406 L 247.371094 98.796875 L 247.757812 97.796875 L 248.140625 96.8125 L 248.527344 95.847656 L 248.910156 94.898438 L 249.292969 93.96875 L 249.679688 93.054688 L 250.0625 92.160156 L 250.449219 91.285156 L 250.832031 90.429688 L 251.21875 89.589844 L 251.601562 88.769531 L 251.984375 87.96875 L 252.371094 87.1875 L 252.753906 86.425781 L 253.140625 85.683594 L 253.523438 84.960938 L 253.90625 84.257812 L 254.292969 83.574219 L 254.675781 82.910156 L 255.0625 82.265625 L 255.445312 81.644531 L 255.828125 81.042969 L 256.214844 80.460938 L 256.597656 79.898438 L 256.984375 79.355469 L 257.367188 78.835938 L 257.75 78.339844 L 258.136719 77.859375 L 258.519531 77.402344 L 258.90625 76.96875 L 259.289062 76.554688 L 259.671875 76.160156 L 260.058594 75.789062 L 260.441406 75.4375 L 260.828125 75.109375 L 261.210938 74.800781 L 261.59375 74.515625 L 261.980469 74.253906 L 262.363281 74.011719 L 262.75 73.792969 L 263.132812 73.59375 L 263.515625 73.417969 L 263.902344 73.261719 L 264.285156 73.128906 L 264.671875 73.019531 L 265.054688 72.933594 L 265.4375 72.867188 L 265.824219 72.820312 L 266.207031 72.800781 L 266.59375 72.800781 L 266.976562 72.820312 L 267.359375 72.867188 L 267.746094 72.933594 L 268.128906 73.019531 L 268.515625 73.128906 L 268.898438 73.261719 L 269.28125 73.417969 L 269.667969 73.59375 L 270.050781 73.792969 L 270.4375 74.011719 L 270.820312 74.253906 L 271.203125 74.515625 L 271.589844 74.800781 L 271.972656 75.109375 L 272.359375 75.4375 L 272.742188 75.789062 L 273.125 76.160156 L 273.511719 76.554688 L 273.894531 76.96875 L 274.28125 77.402344 L 274.664062 77.859375 L 275.046875 78.339844 L 275.433594 78.835938 L 275.816406 79.355469 L 276.203125 79.898438 L 276.585938 80.460938 L 276.96875 81.042969 L 277.355469 81.644531 L 277.738281 82.265625 L 278.125 82.910156 L 278.507812 83.574219 L 278.890625 84.257812 L 279.277344 84.960938 L 279.660156 85.683594 L 280.046875 86.425781 L 280.429688 87.1875 L 280.8125 87.96875 L 281.199219 88.769531 L 281.582031 89.589844 L 281.96875 90.429688 L 282.351562 91.285156 L 282.738281 92.160156 L 283.121094 93.054688 L 283.503906 93.96875 L 283.890625 94.898438 L 284.273438 95.847656 L 284.660156 96.8125 L 285.042969 97.796875 L 285.425781 98.796875 L 285.8125 99.816406 L 286.195312 100.851562 L 286.582031 101.902344 L 286.964844 102.972656 L 287.347656 104.058594 L 287.734375 105.160156 L 288.117188 106.277344 L 288.503906 107.410156 L 288.886719 108.558594 L 289.269531 109.722656 L 289.65625 110.902344 L 290.039062 112.097656 L 290.425781 113.308594 L 290.808594 114.53125 L 291.191406 115.769531 L 291.578125 117.023438 L 291.960938 118.289062 L 292.347656 119.570312 L 292.730469 120.863281 L 293.113281 122.171875 L 293.5 123.492188 L 293.882812 124.824219 L 294.269531 126.171875 L 294.652344 127.527344 L 295.035156 128.898438 L 295.421875 130.28125 L 295.804688 131.671875 L 296.191406 133.078125 L 296.574219 134.496094 L 296.957031 135.921875 L 297.34375 137.359375 L 297.726562 138.808594 L 298.113281 140.265625 L 298.496094 141.734375 L 298.878906 143.214844 L 299.265625 144.703125 L 299.648438 146.199219 L 300.035156 147.703125 L 300.417969 149.21875 L 300.800781 150.742188 L 301.1875 152.273438 L 301.570312 153.816406 L 301.957031 155.363281 L 302.339844 156.917969 L 302.722656 158.480469 L 303.109375 160.050781 L 303.492188 161.625 L 303.878906 163.210938 L 304.261719 164.800781 L 304.644531 166.394531 L 305.03125 167.996094 L 305.414062 169.601562 L 305.800781 171.214844 L 306.183594 172.832031 L 306.566406 174.457031 L 306.953125 176.082031 L 307.335938 177.714844 L 307.722656 179.351562 L 308.105469 180.988281 L 308.488281 182.632812 L 308.875 184.28125 L 309.257812 185.929688 L 309.644531 187.582031 L 310.027344 189.238281 L 310.410156 190.898438 L 310.796875 192.558594 L 311.179688 194.21875 L 311.566406 195.886719 L 311.949219 197.550781 L 312.332031 199.21875 L 312.71875 200.886719 L 313.101562 202.558594 L 313.488281 204.226562 L 314.253906 207.570312 L 314.640625 209.242188 L 315.023438 210.914062 L 315.410156 212.585938 L 315.792969 214.253906 L 316.179688 215.925781 L 316.945312 219.261719 L 317.332031 220.925781 L 317.714844 222.589844 L 318.101562 224.253906 L 318.867188 227.574219 L 319.253906 229.230469 L 319.636719 230.882812 L 320.023438 232.535156 L 320.40625 234.179688 L 320.789062 235.828125 L 321.175781 237.46875 L 321.558594 239.105469 L 321.945312 240.742188 L 322.328125 242.371094 L 322.710938 243.996094 L 323.097656 245.621094 L 323.480469 247.238281 L 323.867188 248.851562 L 324.25 250.460938 L 324.632812 252.0625 L 325.019531 253.664062 L 325.402344 255.257812 L 325.789062 256.847656 L 326.171875 258.429688 L 326.554688 260.007812 L 326.941406 261.578125 L 327.324219 263.144531 L 327.710938 264.703125 L 328.09375 266.257812 L 328.476562 267.804688 L 328.863281 269.347656 L 329.246094 270.882812 L 329.632812 272.410156 L 330.015625 273.929688 L 330.398438 275.445312 L 330.785156 276.953125 L 331.167969 278.449219 L 331.554688 279.945312 L 331.9375 281.429688 L 332.320312 282.90625 L 332.707031 284.375 L 333.089844 285.839844 L 333.476562 287.292969 L 333.859375 288.738281 L 334.242188 290.179688 L 334.628906 291.609375 L 335.011719 293.03125 L 335.398438 294.445312 L 335.78125 295.851562 L 336.164062 297.246094 L 336.550781 298.636719 L 336.933594 300.015625 L 337.320312 301.386719 L 337.703125 302.75 L 338.085938 304.101562 L 338.472656 305.449219 L 338.855469 306.785156 L 339.242188 308.109375 L 339.625 309.429688 L 340.007812 310.738281 L 340.394531 312.035156 L 340.777344 313.328125 L 341.164062 314.605469 L 341.546875 315.878906 L 341.929688 317.140625 L 342.316406 318.394531 L 342.699219 319.636719 L 343.085938 320.871094 L 343.46875 322.09375 L 343.851562 323.308594 L 344.238281 324.511719 L 344.621094 325.707031 L 345.007812 326.894531 L 345.390625 328.070312 L 345.773438 329.234375 L 346.160156 330.390625 L 346.542969 331.539062 L 346.929688 332.675781 L 347.3125 333.800781 L 347.699219 334.917969 L 348.082031 336.023438 L 348.464844 337.121094 L 348.851562 338.210938 L 349.234375 339.289062 L 349.621094 340.355469 L 350.003906 341.414062 L 350.386719 342.460938 L 350.773438 343.5 L 351.15625 344.527344 L 351.542969 345.546875 L 351.925781 346.554688 L 352.308594 347.554688 L 352.695312 348.542969 L 353.078125 349.523438 L 353.464844 350.492188 L 353.847656 351.453125 L 354.230469 352.402344 L 354.617188 353.34375 L 355 354.273438 L 355.386719 355.195312 L 355.769531 356.109375 L 356.152344 357.007812 L 356.539062 357.902344 L 356.921875 358.785156 L 357.308594 359.65625 L 357.691406 360.519531 L 358.074219 361.375 L 358.460938 362.21875 L 358.84375 363.054688 L 359.230469 363.882812 L 359.613281 364.699219 L 359.996094 365.503906 L 360.382812 366.304688 L 360.765625 367.09375 L 361.152344 367.871094 L 361.535156 368.644531 L 361.917969 369.40625 L 362.304688 370.15625 L 362.6875 370.902344 L 363.074219 371.636719 L 363.457031 372.363281 L 363.839844 373.078125 L 364.226562 373.785156 L 364.609375 374.488281 L 364.996094 375.175781 L 365.378906 375.859375 L 365.761719 376.53125 L 366.148438 377.199219 L 366.53125 377.855469 L 366.917969 378.503906 L 367.300781 379.144531 L 367.683594 379.773438 L 368.070312 380.398438 L 368.453125 381.015625 L 368.839844 381.621094 L 369.222656 382.21875 L 369.605469 382.8125 L 369.992188 383.394531 L 370.375 383.96875 L 370.761719 384.539062 L 371.144531 385.097656 L 371.527344 385.648438 L 371.914062 386.195312 L 372.296875 386.730469 L 372.683594 387.261719 L 373.066406 387.78125 L 373.449219 388.296875 L 373.835938 388.804688 L 374.21875 389.304688 L 374.605469 389.796875 L 374.988281 390.285156 L 375.371094 390.761719 L 375.757812 391.234375 L 376.140625 391.699219 L 376.527344 392.160156 L 376.910156 392.609375 L 377.292969 393.054688 L 377.679688 393.492188 L 378.0625 393.925781 L 378.449219 394.351562 L 378.832031 394.769531 L 379.21875 395.179688 L 379.601562 395.585938 L 379.984375 395.988281 L 380.371094 396.378906 L 380.753906 396.765625 L 381.140625 397.148438 L 381.523438 397.523438 L 381.90625 397.894531 L 382.292969 398.257812 L 382.675781 398.613281 L 383.0625 398.96875 L 383.828125 399.65625 L 384.214844 399.988281 L 384.597656 400.320312 L 384.984375 400.644531 L 385.367188 400.964844 L 385.75 401.277344 L 386.136719 401.585938 L 386.519531 401.890625 L 386.90625 402.1875 L 387.289062 402.484375 L 387.671875 402.769531 L 388.058594 403.054688 L 388.441406 403.332031 L 388.828125 403.609375 L 389.210938 403.878906 L 389.59375 404.140625 L 389.980469 404.402344 L 390.363281 404.65625 L 390.75 404.910156 L 391.132812 405.15625 L 391.515625 405.398438 L 391.902344 405.636719 L 392.285156 405.871094 L 392.671875 406.101562 L 393.054688 406.328125 L 393.4375 406.546875 L 393.824219 406.765625 L 394.207031 406.980469 L 394.59375 407.191406 L 395.359375 407.597656 L 395.746094 407.796875 L 396.128906 407.992188 L 396.515625 408.183594 L 396.898438 408.371094 L 397.28125 408.554688 L 397.667969 408.734375 L 398.050781 408.914062 L 398.4375 409.085938 L 398.820312 409.257812 L 399.203125 409.425781 L 399.589844 409.589844 L 399.972656 409.75 L 400.359375 409.910156 L 400.742188 410.066406 L 401.125 410.21875 L 401.511719 410.367188 L 401.894531 410.511719 L 402.28125 410.65625 L 402.664062 410.796875 L 403.046875 410.933594 L 403.433594 411.070312 L 403.816406 411.199219 L 404.203125 411.332031 L 404.96875 411.582031 L 405.355469 411.703125 L 405.738281 411.824219 L 406.125 411.941406 L 406.890625 412.167969 L 407.277344 412.277344 L 407.660156 412.386719 L 408.046875 412.492188 L 408.8125 412.695312 L 409.199219 412.796875 L 409.582031 412.894531 L 409.96875 412.988281 L 410.351562 413.082031 L 410.738281 413.171875 L 411.121094 413.261719 L 411.503906 413.347656 L 411.890625 413.433594 L 412.273438 413.519531 L 412.660156 413.597656 L 413.042969 413.679688 L 413.425781 413.757812 L 413.8125 413.835938 L 414.195312 413.910156 L 414.582031 413.984375 L 415.347656 414.125 L 415.734375 414.191406 L 416.117188 414.261719 L 416.503906 414.324219 L 416.886719 414.390625 L 417.269531 414.453125 L 417.65625 414.515625 L 418.039062 414.574219 L 418.425781 414.632812 L 418.808594 414.691406 L 419.191406 414.746094 L 419.578125 414.800781 L 419.960938 414.855469 L 420.347656 414.90625 L 421.113281 415.007812 L 421.5 415.054688 L 421.882812 415.101562 L 422.269531 415.148438 L 422.652344 415.195312 L 423.035156 415.238281 L 423.421875 415.28125 L 423.804688 415.324219 L 424.191406 415.367188 L 424.957031 415.445312 L 425.34375 415.484375 L 425.726562 415.523438 L 426.113281 415.558594 L 426.878906 415.628906 L 427.265625 415.664062 L 427.648438 415.695312 L 428.035156 415.726562 L 428.417969 415.761719 L 428.800781 415.789062 L 429.1875 415.820312 L 429.570312 415.851562 L 429.957031 415.878906 L 430.722656 415.933594 L 431.109375 415.960938 L 431.492188 415.988281 L 431.878906 416.011719 L 432.261719 416.035156 L 432.644531 416.0625 L 433.03125 416.082031 L 433.414062 416.105469 L 433.800781 416.128906 L 434.183594 416.152344 L 434.566406 416.171875 L 434.953125 416.191406 L 435.335938 416.210938 L 435.722656 416.230469 L 436.488281 416.269531 L 436.875 416.289062 L 437.257812 416.304688 L 437.644531 416.324219 L 438.410156 416.355469 L 438.796875 416.371094 L 439.179688 416.386719 L 439.566406 416.402344 L 439.949219 416.417969 L 440.332031 416.429688 L 440.71875 416.445312 L 441.101562 416.457031 L 441.488281 416.472656 L 442.253906 416.496094 L 442.640625 416.507812 L 443.023438 416.519531 L 443.410156 416.53125 L 443.792969 416.542969 L 444.179688 416.554688 L 444.5625 416.566406 L 444.945312 416.574219 L 445.332031 416.585938 L 445.714844 416.59375 L 446.101562 416.605469 L 446.867188 416.621094 L 447.253906 416.632812 L 447.636719 416.640625 L 448.023438 416.648438 L 448.789062 416.664062 L 449.175781 416.671875 L 449.558594 416.679688 L 449.945312 416.683594 L 450.710938 416.699219 L 451.097656 416.707031 L 451.480469 416.710938 L 451.867188 416.71875 L 452.25 416.722656 L 452.632812 416.730469 L 453.019531 416.734375 L 453.402344 416.742188 L 453.789062 416.746094 L 454.171875 416.75 L 454.554688 416.757812 L 454.941406 416.761719 L 455.324219 416.765625 L 455.710938 416.769531 L 456.09375 416.777344 L 456.476562 416.78125 L 456.863281 416.785156 L 457.246094 416.789062 L 457.632812 416.792969 L 458.398438 416.800781 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 59.039062 416.914062 L 59.039062 71.886719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 59.039062 416.914062 L 51.839844 416.914062 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 59.039062 330.65625 L 51.839844 330.65625 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 59.039062 244.398438 L 51.839844 244.398438 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 59.039062 158.140625 L 51.839844 158.140625 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 59.039062 71.886719 L 51.839844 71.886719 \"/>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph0-1\" x=\"43.199219\" y=\"425.601562\"/>\n",
" <use xlink:href=\"#glyph0-2\" x=\"43.199219\" y=\"418.649658\"/>\n",
" <use xlink:href=\"#glyph0-1\" x=\"43.199219\" y=\"415.176758\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph0-1\" x=\"43.199219\" y=\"339.34375\"/>\n",
" <use xlink:href=\"#glyph0-2\" x=\"43.199219\" y=\"332.391846\"/>\n",
" <use xlink:href=\"#glyph0-3\" x=\"43.199219\" y=\"328.918945\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph0-1\" x=\"43.199219\" y=\"253.085938\"/>\n",
" <use xlink:href=\"#glyph0-2\" x=\"43.199219\" y=\"246.134033\"/>\n",
" <use xlink:href=\"#glyph0-4\" x=\"43.199219\" y=\"242.661133\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph0-1\" x=\"43.199219\" y=\"166.828125\"/>\n",
" <use xlink:href=\"#glyph0-2\" x=\"43.199219\" y=\"159.876221\"/>\n",
" <use xlink:href=\"#glyph0-5\" x=\"43.199219\" y=\"156.40332\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph0-1\" x=\"43.199219\" y=\"80.574219\"/>\n",
" <use xlink:href=\"#glyph0-2\" x=\"43.199219\" y=\"73.622314\"/>\n",
" <use xlink:href=\"#glyph0-6\" x=\"43.199219\" y=\"70.149414\"/>\n",
"</g>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 59.039062 430.558594 L 473.761719 430.558594 L 473.761719 59.039062 L 59.039062 59.039062 L 59.039062 430.558594 \"/>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph1-1\" x=\"159.515625\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-2\" x=\"170.280441\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-3\" x=\"173.592133\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-4\" x=\"181.045258\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-5\" x=\"185.186691\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-2\" x=\"190.150589\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-6\" x=\"193.46228\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-7\" x=\"201.752426\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-2\" x=\"210.042572\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-8\" x=\"213.354263\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-9\" x=\"220.807388\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-10\" x=\"229.097534\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-11\" x=\"237.38768\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-12\" x=\"241.529114\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-10\" x=\"249.81926\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-5\" x=\"258.109406\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-13\" x=\"263.073303\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-14\" x=\"275.490326\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-15\" x=\"283.780472\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-11\" x=\"287.092163\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-16\" x=\"291.233597\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-14\" x=\"299.523743\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-17\" x=\"307.813889\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-5\" x=\"316.104034\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-10\" x=\"321.067932\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-12\" x=\"329.358078\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-2\" x=\"337.648224\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-18\" x=\"340.959915\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-14\" x=\"348.41304\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-17\" x=\"356.703186\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-14\" x=\"364.993332\" y=\"34.863281\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-1\" x=\"209.0625\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-2\" x=\"217.399902\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-3\" x=\"224.351807\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-4\" x=\"228.514404\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-5\" x=\"231.291504\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-6\" x=\"238.243408\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-7\" x=\"244.493408\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-8\" x=\"251.445312\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-9\" x=\"254.222412\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-10\" x=\"257.695312\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-7\" x=\"264.647217\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-11\" x=\"271.599121\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-7\" x=\"278.551025\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-12\" x=\"285.50293\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-10\" x=\"292.454834\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-7\" x=\"299.406738\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-12\" x=\"306.358643\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-13\" x=\"313.310547\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-7\" x=\"316.783447\" y=\"486.71875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph0-7\" x=\"14.398438\" y=\"257.652344\"/>\n",
" <use xlink:href=\"#glyph0-8\" x=\"14.398438\" y=\"250.016846\"/>\n",
" <use xlink:href=\"#glyph0-9\" x=\"14.398438\" y=\"245.854248\"/>\n",
" <use xlink:href=\"#glyph0-10\" x=\"14.398438\" y=\"238.902344\"/>\n",
"</g>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 74.398438 430.558594 L 458.398438 430.558594 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 74.398438 430.558594 L 74.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 122.398438 430.558594 L 122.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 170.398438 430.558594 L 170.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 218.398438 430.558594 L 218.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 266.398438 430.558594 L 266.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 314.398438 430.558594 L 314.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 362.398438 430.558594 L 362.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 410.398438 430.558594 L 410.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 458.398438 430.558594 L 458.398438 437.761719 \"/>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-14\" x=\"68.839844\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-15\" x=\"73.002441\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-14\" x=\"116.839844\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-16\" x=\"121.002441\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-14\" x=\"164.839844\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-17\" x=\"169.002441\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-14\" x=\"212.839844\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-18\" x=\"217.002441\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-19\" x=\"262.921875\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-18\" x=\"310.921875\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-17\" x=\"358.921875\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-16\" x=\"406.921875\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-15\" x=\"454.921875\" y=\"457.921875\"/>\n",
"</g>\n",
"</g>\n",
"</svg>\n"
],
"text/plain": [
"Plot with title “Distribuição normal padronizada”"
]
},
"metadata": {
"image/svg+xml": {
"isolated": true
}
},
"output_type": "display_data"
}
],
"source": [
"# Visualizando distribuição normal padronizada\n",
"#graphics.off()\n",
"plot(xZ, fnZ, type = 'l', main = \"Distribuição normal padronizada\", xlab = \"Variável dependente\", ylab = \"Freq\", xaxt='n')\n",
"xtick <- seq(-4,4,1)\n",
"axis(1, at = xtick)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Portanto, a partir desta padronização da distribuição é possível calcular a proporção da população em uma faixa de valor, por meio da área sob a curva de distribuição. Por exemplo, suponha que você deseja saber qual a probabilidade de que um indivíduo desta população tenha valor maior que 12,6. Bom para isto é fácil pois sabemos que a área total da curva é 1 e que a média corresponde a 50% da distribuição. Portanto, a probabilidade é 0.5. \n",
"Mas suponha que agora você queira calcular a probabilidade de obter um valor maior que 13. Primeiro, precisamos converter este valor para um medida padronizada que é o escore Z.\n",
"\n",
"$$ z = \\frac{x - \\mu}{\\sigma} $$"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": [
"0.173913043478261"
],
"text/latex": [
"0.173913043478261"
],
"text/markdown": [
"0.173913043478261"
],
"text/plain": [
"[1] 0.173913"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Calculando o escore Z\n",
"z <- (13 - 12.6)/2.3\n",
"z"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Portanto, podemos dizer que a probabilidade é um pouco menor que 0.5 uma vez que este valor é maior que a média. Porém para determinarmos a probabilidade correta é necessário obter a área sob a curva da distribuição. Em geral, nas disciplinas de estatística isto é feito por meio de tabelas mas vamos usar o R para fazer isto."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": [
"0.430966900814878"
],
"text/latex": [
"0.430966900814878"
],
"text/markdown": [
"0.430966900814878"
],
"text/plain": [
"[1] 0.4309669"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Assumindo distribuição normal padronizada podemos obter a proporção\n",
"pZ <- pnorm(z, mean = 0, sd = 1)\n",
"1-pZ"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Portanto, concluímos que a proporção da população que apresenta valores maiores que 13 é de 43%.\n",
"\n",
"O gráfico abaixo mostra a área da curva de distribuição que corresponde a esta proporção."
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"collapsed": false
},
"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=\"504pt\" height=\"504pt\" viewBox=\"0 0 504 504\" version=\"1.1\">\n",
"<defs>\n",
"<g>\n",
"<symbol overflow=\"visible\" id=\"glyph0-0\">\n",
"<path style=\"stroke:none;\" d=\"M 0 -0.40625 L -8.96875 -0.40625 L -8.96875 -7.515625 L 0 -7.515625 Z M -1.125 -6.390625 L -7.84375 -6.390625 L -7.84375 -1.53125 L -1.125 -1.53125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-1\">\n",
"<path style=\"stroke:none;\" d=\"M -8.734375 -3.375 C -8.734375 -4.507812 -8.269531 -5.328125 -7.34375 -5.828125 C -6.625 -6.222656 -5.632812 -6.421875 -4.375 -6.421875 C -3.1875 -6.421875 -2.207031 -6.242188 -1.4375 -5.890625 C -0.320312 -5.378906 0.234375 -4.539062 0.234375 -3.375 C 0.234375 -2.320312 -0.21875 -1.539062 -1.125 -1.03125 C -1.882812 -0.601562 -2.90625 -0.390625 -4.1875 -0.390625 C -5.1875 -0.390625 -6.039062 -0.519531 -6.75 -0.78125 C -8.070312 -1.257812 -8.734375 -2.125 -8.734375 -3.375 Z M -0.765625 -3.375 C -0.765625 -3.9375 -1.015625 -4.382812 -1.515625 -4.71875 C -2.023438 -5.0625 -2.96875 -5.234375 -4.34375 -5.234375 C -5.332031 -5.234375 -6.144531 -5.109375 -6.78125 -4.859375 C -7.425781 -4.617188 -7.75 -4.148438 -7.75 -3.453125 C -7.75 -2.804688 -7.441406 -2.332031 -6.828125 -2.03125 C -6.222656 -1.726562 -5.332031 -1.578125 -4.15625 -1.578125 C -3.257812 -1.578125 -2.539062 -1.675781 -2 -1.875 C -1.175781 -2.164062 -0.765625 -2.664062 -0.765625 -3.375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-2\">\n",
"<path style=\"stroke:none;\" d=\"M -1.328125 -1.0625 L -1.328125 -2.34375 L 0 -2.34375 L 0 -1.0625 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-3\">\n",
"<path style=\"stroke:none;\" d=\"M -6.1875 -1.203125 L -7.03125 -1.203125 C -7.101562 -1.992188 -7.226562 -2.546875 -7.40625 -2.859375 C -7.59375 -3.171875 -8.023438 -3.40625 -8.703125 -3.5625 L -8.703125 -4.421875 L 0 -4.421875 L 0 -3.25 L -6.1875 -3.25 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-4\">\n",
"<path style=\"stroke:none;\" d=\"M 0 -0.390625 C -0.75 -0.429688 -1.398438 -0.585938 -1.953125 -0.859375 C -2.515625 -1.128906 -3.023438 -1.65625 -3.484375 -2.4375 L -4.15625 -3.609375 C -4.46875 -4.140625 -4.726562 -4.507812 -4.9375 -4.71875 C -5.28125 -5.050781 -5.671875 -5.21875 -6.109375 -5.21875 C -6.609375 -5.21875 -7.007812 -5.0625 -7.3125 -4.75 C -7.613281 -4.445312 -7.765625 -4.046875 -7.765625 -3.546875 C -7.765625 -2.785156 -7.476562 -2.265625 -6.90625 -1.984375 C -6.601562 -1.828125 -6.179688 -1.738281 -5.640625 -1.71875 L -5.640625 -0.609375 C -6.398438 -0.617188 -7.019531 -0.757812 -7.5 -1.03125 C -8.34375 -1.5 -8.765625 -2.335938 -8.765625 -3.546875 C -8.765625 -4.546875 -8.492188 -5.273438 -7.953125 -5.734375 C -7.410156 -6.203125 -6.8125 -6.4375 -6.15625 -6.4375 C -5.457031 -6.4375 -4.859375 -6.1875 -4.359375 -5.6875 C -4.066406 -5.40625 -3.71875 -4.894531 -3.3125 -4.15625 L -2.84375 -3.328125 C -2.625 -2.929688 -2.414062 -2.617188 -2.21875 -2.390625 C -1.863281 -1.984375 -1.46875 -1.726562 -1.03125 -1.625 L -1.03125 -6.390625 L 0 -6.390625 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-5\">\n",
"<path style=\"stroke:none;\" d=\"M 0.234375 -3.25 C 0.234375 -2.21875 -0.046875 -1.46875 -0.609375 -1 C -1.179688 -0.53125 -1.875 -0.296875 -2.6875 -0.296875 L -2.6875 -1.453125 C -2.125 -1.492188 -1.710938 -1.597656 -1.453125 -1.765625 C -0.992188 -2.046875 -0.765625 -2.5625 -0.765625 -3.3125 C -0.765625 -3.882812 -0.914062 -4.34375 -1.21875 -4.6875 C -1.53125 -5.039062 -1.929688 -5.21875 -2.421875 -5.21875 C -3.023438 -5.21875 -3.445312 -5.035156 -3.6875 -4.671875 C -3.925781 -4.304688 -4.046875 -3.796875 -4.046875 -3.140625 C -4.046875 -3.066406 -4.046875 -2.988281 -4.046875 -2.90625 C -4.046875 -2.832031 -4.039062 -2.757812 -4.03125 -2.6875 L -5 -2.6875 C -4.988281 -2.800781 -4.976562 -2.894531 -4.96875 -2.96875 C -4.96875 -3.050781 -4.96875 -3.132812 -4.96875 -3.21875 C -4.96875 -3.632812 -5.035156 -3.972656 -5.171875 -4.234375 C -5.398438 -4.703125 -5.804688 -4.9375 -6.390625 -4.9375 C -6.828125 -4.9375 -7.160156 -4.78125 -7.390625 -4.46875 C -7.628906 -4.15625 -7.75 -3.796875 -7.75 -3.390625 C -7.75 -2.648438 -7.503906 -2.144531 -7.015625 -1.875 C -6.742188 -1.71875 -6.363281 -1.628906 -5.875 -1.609375 L -5.875 -0.515625 C -6.519531 -0.515625 -7.070312 -0.644531 -7.53125 -0.90625 C -8.34375 -1.351562 -8.75 -2.140625 -8.75 -3.265625 C -8.75 -4.160156 -8.550781 -4.851562 -8.15625 -5.34375 C -7.757812 -5.832031 -7.1875 -6.078125 -6.4375 -6.078125 C -5.894531 -6.078125 -5.457031 -5.929688 -5.125 -5.640625 C -4.914062 -5.460938 -4.753906 -5.226562 -4.640625 -4.9375 C -4.515625 -5.40625 -4.269531 -5.765625 -3.90625 -6.015625 C -3.550781 -6.273438 -3.113281 -6.40625 -2.59375 -6.40625 C -1.757812 -6.40625 -1.078125 -6.128906 -0.546875 -5.578125 C -0.0234375 -5.035156 0.234375 -4.257812 0.234375 -3.25 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-6\">\n",
"<path style=\"stroke:none;\" d=\"M -3.09375 -4.125 L -7.0625 -4.125 L -3.09375 -1.328125 Z M 0 -4.15625 L -2.140625 -4.15625 L -2.140625 -0.3125 L -3.203125 -0.3125 L -8.765625 -4.328125 L -8.765625 -5.25 L -3.09375 -5.25 L -3.09375 -6.53125 L -2.140625 -6.53125 L -2.140625 -5.25 L 0 -5.25 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-7\">\n",
"<path style=\"stroke:none;\" d=\"M -8.96875 -1.0625 L -8.96875 -7.28125 L -7.875 -7.28125 L -7.875 -2.28125 L -5.140625 -2.28125 L -5.140625 -6.6875 L -4.078125 -6.6875 L -4.078125 -2.28125 L 0 -2.28125 L 0 -1.0625 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-8\">\n",
"<path style=\"stroke:none;\" d=\"M -6.53125 -0.84375 L -6.53125 -1.875 L -5.40625 -1.875 C -5.625 -1.96875 -5.890625 -2.179688 -6.203125 -2.515625 C -6.523438 -2.847656 -6.6875 -3.226562 -6.6875 -3.65625 C -6.6875 -3.675781 -6.679688 -3.710938 -6.671875 -3.765625 C -6.671875 -3.816406 -6.664062 -3.898438 -6.65625 -4.015625 L -5.5 -4.015625 C -5.507812 -3.953125 -5.515625 -3.890625 -5.515625 -3.828125 C -5.523438 -3.773438 -5.53125 -3.71875 -5.53125 -3.65625 C -5.53125 -3.101562 -5.347656 -2.675781 -4.984375 -2.375 C -4.628906 -2.082031 -4.222656 -1.9375 -3.765625 -1.9375 L 0 -1.9375 L 0 -0.84375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-9\">\n",
"<path style=\"stroke:none;\" d=\"M -6.6875 -3.53125 C -6.6875 -3.988281 -6.578125 -4.4375 -6.359375 -4.875 C -6.140625 -5.3125 -5.859375 -5.644531 -5.515625 -5.875 C -5.179688 -6.09375 -4.796875 -6.238281 -4.359375 -6.3125 C -4.054688 -6.375 -3.578125 -6.40625 -2.921875 -6.40625 L -2.921875 -1.625 C -2.253906 -1.632812 -1.71875 -1.785156 -1.3125 -2.078125 C -0.914062 -2.378906 -0.71875 -2.835938 -0.71875 -3.453125 C -0.71875 -4.023438 -0.90625 -4.484375 -1.28125 -4.828125 C -1.507812 -5.015625 -1.765625 -5.148438 -2.046875 -5.234375 L -2.046875 -6.3125 C -1.804688 -6.289062 -1.539062 -6.195312 -1.25 -6.03125 C -0.957031 -5.875 -0.71875 -5.695312 -0.53125 -5.5 C -0.195312 -5.164062 0.0234375 -4.75 0.140625 -4.25 C 0.203125 -3.988281 0.234375 -3.691406 0.234375 -3.359375 C 0.234375 -2.546875 -0.0625 -1.851562 -0.65625 -1.28125 C -1.25 -0.71875 -2.078125 -0.4375 -3.140625 -0.4375 C -4.191406 -0.4375 -5.046875 -0.722656 -5.703125 -1.296875 C -6.359375 -1.867188 -6.6875 -2.613281 -6.6875 -3.53125 Z M -3.796875 -5.28125 C -4.265625 -5.238281 -4.644531 -5.132812 -4.9375 -4.96875 C -5.457031 -4.664062 -5.71875 -4.160156 -5.71875 -3.453125 C -5.71875 -2.953125 -5.535156 -2.53125 -5.171875 -2.1875 C -4.804688 -1.84375 -4.347656 -1.660156 -3.796875 -1.640625 Z M -6.703125 -3.421875 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph0-10\">\n",
"<path style=\"stroke:none;\" d=\"M -3.1875 -1.515625 C -2.613281 -1.515625 -2.140625 -1.59375 -1.765625 -1.75 C -1.078125 -2.03125 -0.734375 -2.535156 -0.734375 -3.265625 C -0.734375 -4.023438 -1.09375 -4.550781 -1.8125 -4.84375 C -2.207031 -5 -2.710938 -5.078125 -3.328125 -5.078125 C -3.890625 -5.078125 -4.363281 -4.988281 -4.75 -4.8125 C -5.394531 -4.519531 -5.71875 -4 -5.71875 -3.25 C -5.71875 -2.769531 -5.507812 -2.359375 -5.09375 -2.015625 C -4.675781 -1.679688 -4.039062 -1.515625 -3.1875 -1.515625 Z M -6.6875 -3.140625 C -6.6875 -3.679688 -6.550781 -4.132812 -6.28125 -4.5 C -6.132812 -4.707031 -5.914062 -4.90625 -5.625 -5.09375 L -6.53125 -5.09375 L -6.53125 -6.140625 L 2.609375 -6.140625 L 2.609375 -5.03125 L -0.75 -5.03125 C -0.457031 -4.84375 -0.222656 -4.585938 -0.046875 -4.265625 C 0.117188 -3.941406 0.203125 -3.539062 0.203125 -3.0625 C 0.203125 -2.363281 -0.0664062 -1.738281 -0.609375 -1.1875 C -1.148438 -0.632812 -1.976562 -0.359375 -3.09375 -0.359375 C -4.144531 -0.359375 -5.003906 -0.613281 -5.671875 -1.125 C -6.347656 -1.644531 -6.6875 -2.316406 -6.6875 -3.140625 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-0\">\n",
"<path style=\"stroke:none;\" d=\"M 0.484375 0 L 0.484375 -10.6875 L 8.96875 -10.6875 L 8.96875 0 Z M 7.625 -1.34375 L 7.625 -9.359375 L 1.8125 -9.359375 L 1.8125 -1.34375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-1\">\n",
"<path style=\"stroke:none;\" d=\"M 5.234375 -1.234375 C 5.722656 -1.234375 6.128906 -1.285156 6.453125 -1.390625 C 7.015625 -1.578125 7.472656 -1.941406 7.828125 -2.484375 C 8.117188 -2.910156 8.328125 -3.460938 8.453125 -4.140625 C 8.523438 -4.546875 8.5625 -4.921875 8.5625 -5.265625 C 8.5625 -6.585938 8.296875 -7.613281 7.765625 -8.34375 C 7.242188 -9.082031 6.394531 -9.453125 5.21875 -9.453125 L 2.65625 -9.453125 L 2.65625 -1.234375 Z M 1.203125 -10.6875 L 5.53125 -10.6875 C 7 -10.6875 8.140625 -10.164062 8.953125 -9.125 C 9.671875 -8.1875 10.03125 -6.984375 10.03125 -5.515625 C 10.03125 -4.378906 9.816406 -3.351562 9.390625 -2.4375 C 8.640625 -0.8125 7.347656 0 5.515625 0 L 1.203125 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-2\">\n",
"<path style=\"stroke:none;\" d=\"M 0.953125 -7.765625 L 2.296875 -7.765625 L 2.296875 0 L 0.953125 0 Z M 0.953125 -10.6875 L 2.296875 -10.6875 L 2.296875 -9.203125 L 0.953125 -9.203125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-3\">\n",
"<path style=\"stroke:none;\" d=\"M 1.734375 -2.453125 C 1.773438 -2.015625 1.882812 -1.675781 2.0625 -1.4375 C 2.394531 -1.019531 2.96875 -0.8125 3.78125 -0.8125 C 4.269531 -0.8125 4.695312 -0.914062 5.0625 -1.125 C 5.4375 -1.332031 5.625 -1.660156 5.625 -2.109375 C 5.625 -2.441406 5.472656 -2.695312 5.171875 -2.875 C 4.984375 -2.976562 4.609375 -3.097656 4.046875 -3.234375 L 3.015625 -3.5 C 2.347656 -3.664062 1.859375 -3.847656 1.546875 -4.046875 C 0.984375 -4.398438 0.703125 -4.894531 0.703125 -5.53125 C 0.703125 -6.257812 0.96875 -6.851562 1.5 -7.3125 C 2.03125 -7.769531 2.742188 -8 3.640625 -8 C 4.816406 -8 5.660156 -7.65625 6.171875 -6.96875 C 6.503906 -6.53125 6.664062 -6.054688 6.65625 -5.546875 L 5.421875 -5.546875 C 5.390625 -5.847656 5.285156 -6.117188 5.109375 -6.359375 C 4.804688 -6.703125 4.28125 -6.875 3.53125 -6.875 C 3.039062 -6.875 2.664062 -6.78125 2.40625 -6.59375 C 2.15625 -6.40625 2.03125 -6.15625 2.03125 -5.84375 C 2.03125 -5.5 2.195312 -5.226562 2.53125 -5.03125 C 2.726562 -4.90625 3.015625 -4.796875 3.390625 -4.703125 L 4.265625 -4.5 C 5.203125 -4.269531 5.832031 -4.046875 6.15625 -3.828125 C 6.664062 -3.492188 6.921875 -2.96875 6.921875 -2.25 C 6.921875 -1.5625 6.65625 -0.960938 6.125 -0.453125 C 5.59375 0.046875 4.789062 0.296875 3.71875 0.296875 C 2.5625 0.296875 1.738281 0.0351562 1.25 -0.484375 C 0.769531 -1.015625 0.515625 -1.671875 0.484375 -2.453125 Z M 3.671875 -7.984375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-4\">\n",
"<path style=\"stroke:none;\" d=\"M 1.21875 -9.96875 L 2.546875 -9.96875 L 2.546875 -7.796875 L 3.796875 -7.796875 L 3.796875 -6.71875 L 2.546875 -6.71875 L 2.546875 -1.640625 C 2.546875 -1.367188 2.640625 -1.1875 2.828125 -1.09375 C 2.929688 -1.039062 3.097656 -1.015625 3.328125 -1.015625 C 3.390625 -1.015625 3.457031 -1.015625 3.53125 -1.015625 C 3.601562 -1.015625 3.691406 -1.019531 3.796875 -1.03125 L 3.796875 0 C 3.640625 0.0390625 3.476562 0.0703125 3.3125 0.09375 C 3.15625 0.113281 2.984375 0.125 2.796875 0.125 C 2.179688 0.125 1.765625 -0.03125 1.546875 -0.34375 C 1.328125 -0.65625 1.21875 -1.0625 1.21875 -1.5625 L 1.21875 -6.71875 L 0.171875 -6.71875 L 0.171875 -7.796875 L 1.21875 -7.796875 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-5\">\n",
"<path style=\"stroke:none;\" d=\"M 1 -7.796875 L 2.234375 -7.796875 L 2.234375 -6.453125 C 2.335938 -6.710938 2.585938 -7.03125 2.984375 -7.40625 C 3.390625 -7.78125 3.847656 -7.96875 4.359375 -7.96875 C 4.390625 -7.96875 4.429688 -7.960938 4.484375 -7.953125 C 4.546875 -7.953125 4.648438 -7.945312 4.796875 -7.9375 L 4.796875 -6.546875 C 4.710938 -6.566406 4.632812 -6.578125 4.5625 -6.578125 C 4.5 -6.585938 4.429688 -6.59375 4.359375 -6.59375 C 3.703125 -6.59375 3.195312 -6.378906 2.84375 -5.953125 C 2.488281 -5.523438 2.3125 -5.035156 2.3125 -4.484375 L 2.3125 0 L 1 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-6\">\n",
"<path style=\"stroke:none;\" d=\"M 0.859375 -10.734375 L 2.125 -10.734375 L 2.125 -6.84375 C 2.414062 -7.21875 2.757812 -7.503906 3.15625 -7.703125 C 3.550781 -7.898438 3.984375 -8 4.453125 -8 C 5.421875 -8 6.207031 -7.664062 6.8125 -7 C 7.414062 -6.332031 7.71875 -5.347656 7.71875 -4.046875 C 7.71875 -2.816406 7.421875 -1.789062 6.828125 -0.96875 C 6.234375 -0.15625 5.40625 0.25 4.34375 0.25 C 3.75 0.25 3.25 0.101562 2.84375 -0.1875 C 2.601562 -0.351562 2.34375 -0.625 2.0625 -1 L 2.0625 0 L 0.859375 0 Z M 4.265625 -0.90625 C 4.972656 -0.90625 5.503906 -1.1875 5.859375 -1.75 C 6.210938 -2.3125 6.390625 -3.054688 6.390625 -3.984375 C 6.390625 -4.804688 6.210938 -5.484375 5.859375 -6.015625 C 5.503906 -6.554688 4.984375 -6.828125 4.296875 -6.828125 C 3.703125 -6.828125 3.179688 -6.601562 2.734375 -6.15625 C 2.285156 -5.71875 2.0625 -4.992188 2.0625 -3.984375 C 2.0625 -3.242188 2.15625 -2.648438 2.34375 -2.203125 C 2.6875 -1.335938 3.328125 -0.90625 4.265625 -0.90625 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-7\">\n",
"<path style=\"stroke:none;\" d=\"M 2.265625 -7.796875 L 2.265625 -2.625 C 2.265625 -2.21875 2.328125 -1.890625 2.453125 -1.640625 C 2.691406 -1.179688 3.128906 -0.953125 3.765625 -0.953125 C 4.671875 -0.953125 5.289062 -1.359375 5.625 -2.171875 C 5.800781 -2.609375 5.890625 -3.207031 5.890625 -3.96875 L 5.890625 -7.796875 L 7.203125 -7.796875 L 7.203125 0 L 5.96875 0 L 5.984375 -1.15625 C 5.816406 -0.851562 5.601562 -0.601562 5.34375 -0.40625 C 4.84375 0.0078125 4.238281 0.21875 3.53125 0.21875 C 2.414062 0.21875 1.660156 -0.15625 1.265625 -0.90625 C 1.046875 -1.300781 0.9375 -1.832031 0.9375 -2.5 L 0.9375 -7.796875 Z M 4.0625 -7.984375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-8\">\n",
"<path style=\"stroke:none;\" d=\"M 3.96875 -8.015625 C 4.84375 -8.015625 5.554688 -7.800781 6.109375 -7.375 C 6.660156 -6.945312 6.992188 -6.210938 7.109375 -5.171875 L 5.828125 -5.171875 C 5.753906 -5.648438 5.578125 -6.046875 5.296875 -6.359375 C 5.023438 -6.679688 4.582031 -6.84375 3.96875 -6.84375 C 3.132812 -6.84375 2.535156 -6.4375 2.171875 -5.625 C 1.941406 -5.09375 1.828125 -4.441406 1.828125 -3.671875 C 1.828125 -2.890625 1.988281 -2.226562 2.3125 -1.6875 C 2.644531 -1.15625 3.164062 -0.890625 3.875 -0.890625 C 4.414062 -0.890625 4.84375 -1.054688 5.15625 -1.390625 C 5.476562 -1.722656 5.703125 -2.179688 5.828125 -2.765625 L 7.109375 -2.765625 C 6.960938 -1.722656 6.597656 -0.960938 6.015625 -0.484375 C 5.429688 -0.015625 4.753906 0.21875 3.984375 0.21875 L 3.46875 0.9375 C 3.601562 0.882812 3.785156 0.859375 4.015625 0.859375 C 4.347656 0.859375 4.625 0.957031 4.84375 1.15625 C 5.070312 1.351562 5.1875 1.632812 5.1875 2 C 5.1875 2.375 5.039062 2.691406 4.75 2.953125 C 4.457031 3.222656 4.007812 3.359375 3.40625 3.359375 C 3.144531 3.359375 2.878906 3.320312 2.609375 3.25 C 2.453125 3.207031 2.242188 3.140625 1.984375 3.046875 L 2.234375 2.453125 C 2.421875 2.523438 2.5625 2.570312 2.65625 2.59375 C 2.863281 2.644531 3.046875 2.671875 3.203125 2.671875 C 3.378906 2.671875 3.535156 2.644531 3.671875 2.59375 C 3.921875 2.5 4.046875 2.316406 4.046875 2.046875 C 4.046875 1.890625 3.976562 1.753906 3.84375 1.640625 C 3.71875 1.523438 3.550781 1.46875 3.34375 1.46875 C 3.238281 1.46875 3.140625 1.476562 3.046875 1.5 C 2.960938 1.519531 2.863281 1.550781 2.75 1.59375 L 2.5 1.296875 L 3.28125 0.21875 C 2.59375 0.21875 1.992188 -0.0546875 1.484375 -0.609375 C 0.773438 -1.398438 0.421875 -2.425781 0.421875 -3.6875 C 0.421875 -5.050781 0.753906 -6.113281 1.421875 -6.875 C 2.085938 -7.632812 2.9375 -8.015625 3.96875 -8.015625 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-9\">\n",
"<path style=\"stroke:none;\" d=\"M 1.96875 -2.078125 C 1.96875 -1.691406 2.101562 -1.390625 2.375 -1.171875 C 2.65625 -0.960938 2.984375 -0.859375 3.359375 -0.859375 C 3.816406 -0.859375 4.265625 -0.960938 4.703125 -1.171875 C 5.429688 -1.523438 5.796875 -2.101562 5.796875 -2.90625 L 5.796875 -3.96875 C 5.628906 -3.863281 5.421875 -3.773438 5.171875 -3.703125 C 4.921875 -3.640625 4.675781 -3.59375 4.4375 -3.5625 L 3.640625 -3.46875 C 3.160156 -3.40625 2.800781 -3.304688 2.5625 -3.171875 C 2.164062 -2.941406 1.96875 -2.578125 1.96875 -2.078125 Z M 5.140625 -4.71875 C 5.441406 -4.757812 5.644531 -4.890625 5.75 -5.109375 C 5.800781 -5.222656 5.828125 -5.390625 5.828125 -5.609375 C 5.828125 -6.054688 5.664062 -6.378906 5.34375 -6.578125 C 5.03125 -6.773438 4.578125 -6.875 3.984375 -6.875 C 3.304688 -6.875 2.820312 -6.691406 2.53125 -6.328125 C 2.375 -6.117188 2.269531 -5.816406 2.21875 -5.421875 L 1 -5.421875 C 1.019531 -6.378906 1.328125 -7.046875 1.921875 -7.421875 C 2.523438 -7.796875 3.222656 -7.984375 4.015625 -7.984375 C 4.929688 -7.984375 5.675781 -7.804688 6.25 -7.453125 C 6.820312 -7.109375 7.109375 -6.566406 7.109375 -5.828125 L 7.109375 -1.34375 C 7.109375 -1.207031 7.132812 -1.097656 7.1875 -1.015625 C 7.238281 -0.929688 7.359375 -0.890625 7.546875 -0.890625 C 7.597656 -0.890625 7.660156 -0.890625 7.734375 -0.890625 C 7.804688 -0.898438 7.882812 -0.914062 7.96875 -0.9375 L 7.96875 0.03125 C 7.769531 0.09375 7.613281 0.128906 7.5 0.140625 C 7.394531 0.160156 7.25 0.171875 7.0625 0.171875 C 6.613281 0.171875 6.285156 0.0078125 6.078125 -0.3125 C 5.972656 -0.476562 5.898438 -0.71875 5.859375 -1.03125 C 5.585938 -0.6875 5.203125 -0.382812 4.703125 -0.125 C 4.203125 0.132812 3.65625 0.265625 3.0625 0.265625 C 2.332031 0.265625 1.738281 0.046875 1.28125 -0.390625 C 0.820312 -0.835938 0.59375 -1.390625 0.59375 -2.046875 C 0.59375 -2.765625 0.816406 -3.320312 1.265625 -3.71875 C 1.722656 -4.125 2.316406 -4.375 3.046875 -4.46875 Z M 4.046875 -7.984375 Z M 4.609375 -10.21875 C 4.742188 -10.15625 4.863281 -10.101562 4.96875 -10.0625 C 5.082031 -10.03125 5.195312 -10.015625 5.3125 -10.015625 C 5.582031 -10.015625 5.78125 -10.101562 5.90625 -10.28125 C 5.96875 -10.375 6.007812 -10.507812 6.03125 -10.6875 L 6.796875 -10.6875 C 6.691406 -10.070312 6.492188 -9.644531 6.203125 -9.40625 C 5.921875 -9.175781 5.609375 -9.0625 5.265625 -9.0625 C 5.148438 -9.0625 5.007812 -9.082031 4.84375 -9.125 C 4.6875 -9.164062 4.546875 -9.210938 4.421875 -9.265625 L 4.03125 -9.390625 C 3.800781 -9.472656 3.613281 -9.535156 3.46875 -9.578125 C 3.320312 -9.617188 3.179688 -9.640625 3.046875 -9.640625 C 2.878906 -9.640625 2.738281 -9.582031 2.625 -9.46875 C 2.519531 -9.363281 2.445312 -9.195312 2.40625 -8.96875 L 1.703125 -8.96875 C 1.765625 -9.351562 1.867188 -9.664062 2.015625 -9.90625 C 2.285156 -10.351562 2.695312 -10.578125 3.25 -10.578125 C 3.40625 -10.578125 3.582031 -10.550781 3.78125 -10.5 C 3.988281 -10.457031 4.265625 -10.363281 4.609375 -10.21875 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-10\">\n",
"<path style=\"stroke:none;\" d=\"M 4.046875 -0.84375 C 4.921875 -0.84375 5.519531 -1.171875 5.84375 -1.828125 C 6.164062 -2.484375 6.328125 -3.21875 6.328125 -4.03125 C 6.328125 -4.75 6.207031 -5.335938 5.96875 -5.796875 C 5.601562 -6.515625 4.96875 -6.875 4.0625 -6.875 C 3.269531 -6.875 2.691406 -6.566406 2.328125 -5.953125 C 1.960938 -5.347656 1.78125 -4.613281 1.78125 -3.75 C 1.78125 -2.914062 1.960938 -2.222656 2.328125 -1.671875 C 2.691406 -1.117188 3.265625 -0.84375 4.046875 -0.84375 Z M 4.109375 -8.015625 C 5.109375 -8.015625 5.953125 -7.679688 6.640625 -7.015625 C 7.335938 -6.347656 7.6875 -5.363281 7.6875 -4.0625 C 7.6875 -2.800781 7.378906 -1.757812 6.765625 -0.9375 C 6.160156 -0.125 5.21875 0.28125 3.9375 0.28125 C 2.863281 0.28125 2.007812 -0.078125 1.375 -0.796875 C 0.738281 -1.523438 0.421875 -2.503906 0.421875 -3.734375 C 0.421875 -5.035156 0.753906 -6.070312 1.421875 -6.84375 C 2.085938 -7.625 2.984375 -8.015625 4.109375 -8.015625 Z M 4.0625 -7.984375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-11\">\n",
"<path style=\"stroke:none;\" d=\"\"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-12\">\n",
"<path style=\"stroke:none;\" d=\"M 0.953125 -7.796875 L 2.203125 -7.796875 L 2.203125 -6.6875 C 2.578125 -7.144531 2.96875 -7.472656 3.375 -7.671875 C 3.789062 -7.867188 4.25 -7.96875 4.75 -7.96875 C 5.851562 -7.96875 6.601562 -7.582031 7 -6.8125 C 7.207031 -6.382812 7.3125 -5.78125 7.3125 -5 L 7.3125 0 L 5.984375 0 L 5.984375 -4.90625 C 5.984375 -5.382812 5.910156 -5.769531 5.765625 -6.0625 C 5.535156 -6.550781 5.113281 -6.796875 4.5 -6.796875 C 4.195312 -6.796875 3.941406 -6.765625 3.734375 -6.703125 C 3.378906 -6.585938 3.066406 -6.375 2.796875 -6.0625 C 2.578125 -5.800781 2.429688 -5.53125 2.359375 -5.25 C 2.296875 -4.976562 2.265625 -4.585938 2.265625 -4.078125 L 2.265625 0 L 0.953125 0 Z M 4.046875 -7.984375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-13\">\n",
"<path style=\"stroke:none;\" d=\"M 0.953125 -7.796875 L 2.25 -7.796875 L 2.25 -6.6875 C 2.5625 -7.070312 2.84375 -7.351562 3.09375 -7.53125 C 3.53125 -7.820312 4.023438 -7.96875 4.578125 -7.96875 C 5.191406 -7.96875 5.6875 -7.816406 6.0625 -7.515625 C 6.28125 -7.335938 6.476562 -7.078125 6.65625 -6.734375 C 6.945312 -7.148438 7.285156 -7.457031 7.671875 -7.65625 C 8.066406 -7.863281 8.507812 -7.96875 9 -7.96875 C 10.050781 -7.96875 10.765625 -7.585938 11.140625 -6.828125 C 11.347656 -6.421875 11.453125 -5.875 11.453125 -5.1875 L 11.453125 0 L 10.09375 0 L 10.09375 -5.421875 C 10.09375 -5.929688 9.960938 -6.285156 9.703125 -6.484375 C 9.441406 -6.679688 9.125 -6.78125 8.75 -6.78125 C 8.238281 -6.78125 7.796875 -6.609375 7.421875 -6.265625 C 7.046875 -5.921875 6.859375 -5.34375 6.859375 -4.53125 L 6.859375 0 L 5.53125 0 L 5.53125 -5.09375 C 5.53125 -5.613281 5.46875 -6 5.34375 -6.25 C 5.144531 -6.613281 4.773438 -6.796875 4.234375 -6.796875 C 3.734375 -6.796875 3.28125 -6.601562 2.875 -6.21875 C 2.46875 -5.832031 2.265625 -5.140625 2.265625 -4.140625 L 2.265625 0 L 0.953125 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-14\">\n",
"<path style=\"stroke:none;\" d=\"M 1.96875 -2.078125 C 1.96875 -1.691406 2.101562 -1.390625 2.375 -1.171875 C 2.65625 -0.960938 2.984375 -0.859375 3.359375 -0.859375 C 3.816406 -0.859375 4.265625 -0.960938 4.703125 -1.171875 C 5.429688 -1.523438 5.796875 -2.101562 5.796875 -2.90625 L 5.796875 -3.96875 C 5.628906 -3.863281 5.421875 -3.773438 5.171875 -3.703125 C 4.921875 -3.640625 4.675781 -3.59375 4.4375 -3.5625 L 3.640625 -3.46875 C 3.160156 -3.40625 2.800781 -3.304688 2.5625 -3.171875 C 2.164062 -2.941406 1.96875 -2.578125 1.96875 -2.078125 Z M 5.140625 -4.71875 C 5.441406 -4.757812 5.644531 -4.890625 5.75 -5.109375 C 5.800781 -5.222656 5.828125 -5.390625 5.828125 -5.609375 C 5.828125 -6.054688 5.664062 -6.378906 5.34375 -6.578125 C 5.03125 -6.773438 4.578125 -6.875 3.984375 -6.875 C 3.304688 -6.875 2.820312 -6.691406 2.53125 -6.328125 C 2.375 -6.117188 2.269531 -5.816406 2.21875 -5.421875 L 1 -5.421875 C 1.019531 -6.378906 1.328125 -7.046875 1.921875 -7.421875 C 2.523438 -7.796875 3.222656 -7.984375 4.015625 -7.984375 C 4.929688 -7.984375 5.675781 -7.804688 6.25 -7.453125 C 6.820312 -7.109375 7.109375 -6.566406 7.109375 -5.828125 L 7.109375 -1.34375 C 7.109375 -1.207031 7.132812 -1.097656 7.1875 -1.015625 C 7.238281 -0.929688 7.359375 -0.890625 7.546875 -0.890625 C 7.597656 -0.890625 7.660156 -0.890625 7.734375 -0.890625 C 7.804688 -0.898438 7.882812 -0.914062 7.96875 -0.9375 L 7.96875 0.03125 C 7.769531 0.09375 7.613281 0.128906 7.5 0.140625 C 7.394531 0.160156 7.25 0.171875 7.0625 0.171875 C 6.613281 0.171875 6.285156 0.0078125 6.078125 -0.3125 C 5.972656 -0.476562 5.898438 -0.71875 5.859375 -1.03125 C 5.585938 -0.6875 5.203125 -0.382812 4.703125 -0.125 C 4.203125 0.132812 3.65625 0.265625 3.0625 0.265625 C 2.332031 0.265625 1.738281 0.046875 1.28125 -0.390625 C 0.820312 -0.835938 0.59375 -1.390625 0.59375 -2.046875 C 0.59375 -2.765625 0.816406 -3.320312 1.265625 -3.71875 C 1.722656 -4.125 2.316406 -4.375 3.046875 -4.46875 Z M 4.046875 -7.984375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-15\">\n",
"<path style=\"stroke:none;\" d=\"M 1 -10.6875 L 2.3125 -10.6875 L 2.3125 0 L 1 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-16\">\n",
"<path style=\"stroke:none;\" d=\"M 4.25 -0.875 C 4.863281 -0.875 5.375 -1.128906 5.78125 -1.640625 C 6.1875 -2.160156 6.390625 -2.925781 6.390625 -3.9375 C 6.390625 -4.5625 6.296875 -5.097656 6.109375 -5.546875 C 5.773438 -6.398438 5.15625 -6.828125 4.25 -6.828125 C 3.34375 -6.828125 2.722656 -6.375 2.390625 -5.46875 C 2.210938 -4.988281 2.125 -4.375 2.125 -3.625 C 2.125 -3.019531 2.210938 -2.507812 2.390625 -2.09375 C 2.722656 -1.28125 3.34375 -0.875 4.25 -0.875 Z M 0.859375 -7.765625 L 2.125 -7.765625 L 2.125 -6.71875 C 2.394531 -7.070312 2.679688 -7.347656 2.984375 -7.546875 C 3.429688 -7.835938 3.953125 -7.984375 4.546875 -7.984375 C 5.429688 -7.984375 6.179688 -7.644531 6.796875 -6.96875 C 7.410156 -6.289062 7.71875 -5.320312 7.71875 -4.0625 C 7.71875 -2.363281 7.273438 -1.148438 6.390625 -0.421875 C 5.828125 0.0351562 5.171875 0.265625 4.421875 0.265625 C 3.835938 0.265625 3.347656 0.132812 2.953125 -0.125 C 2.710938 -0.269531 2.453125 -0.519531 2.171875 -0.875 L 2.171875 3.109375 L 0.859375 3.109375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-17\">\n",
"<path style=\"stroke:none;\" d=\"M 1.796875 -3.8125 C 1.796875 -2.976562 1.972656 -2.273438 2.328125 -1.703125 C 2.679688 -1.140625 3.25 -0.859375 4.03125 -0.859375 C 4.632812 -0.859375 5.128906 -1.117188 5.515625 -1.640625 C 5.910156 -2.171875 6.109375 -2.921875 6.109375 -3.890625 C 6.109375 -4.878906 5.90625 -5.609375 5.5 -6.078125 C 5.09375 -6.554688 4.597656 -6.796875 4.015625 -6.796875 C 3.347656 -6.796875 2.8125 -6.539062 2.40625 -6.03125 C 2 -5.53125 1.796875 -4.789062 1.796875 -3.8125 Z M 3.765625 -7.9375 C 4.359375 -7.9375 4.859375 -7.8125 5.265625 -7.5625 C 5.492188 -7.414062 5.757812 -7.160156 6.0625 -6.796875 L 6.0625 -10.734375 L 7.3125 -10.734375 L 7.3125 0 L 6.140625 0 L 6.140625 -1.078125 C 5.828125 -0.597656 5.460938 -0.25 5.046875 -0.03125 C 4.628906 0.175781 4.15625 0.28125 3.625 0.28125 C 2.75 0.28125 1.992188 -0.0820312 1.359375 -0.8125 C 0.722656 -1.550781 0.40625 -2.523438 0.40625 -3.734375 C 0.40625 -4.867188 0.691406 -5.851562 1.265625 -6.6875 C 1.847656 -7.519531 2.679688 -7.9375 3.765625 -7.9375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph1-18\">\n",
"<path style=\"stroke:none;\" d=\"M 0.375 -1.03125 L 5 -6.625 L 0.71875 -6.625 L 0.71875 -7.796875 L 6.765625 -7.796875 L 6.765625 -6.71875 L 2.171875 -1.171875 L 6.90625 -1.171875 L 6.90625 0 L 0.375 0 Z M 3.75 -7.984375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-0\">\n",
"<path style=\"stroke:none;\" d=\"M 0.40625 0 L 0.40625 -8.96875 L 7.515625 -8.96875 L 7.515625 0 Z M 6.390625 -1.125 L 6.390625 -7.84375 L 1.53125 -7.84375 L 1.53125 -1.125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-1\">\n",
"<path style=\"stroke:none;\" d=\"M 1.65625 -8.96875 L 4.234375 -1.328125 L 6.78125 -8.96875 L 8.140625 -8.96875 L 4.875 0 L 3.578125 0 L 0.3125 -8.96875 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-2\">\n",
"<path style=\"stroke:none;\" d=\"M 1.640625 -1.734375 C 1.640625 -1.421875 1.753906 -1.171875 1.984375 -0.984375 C 2.222656 -0.804688 2.5 -0.71875 2.8125 -0.71875 C 3.207031 -0.71875 3.582031 -0.804688 3.9375 -0.984375 C 4.550781 -1.273438 4.859375 -1.757812 4.859375 -2.4375 L 4.859375 -3.328125 C 4.722656 -3.242188 4.546875 -3.171875 4.328125 -3.109375 C 4.117188 -3.054688 3.914062 -3.015625 3.71875 -2.984375 L 3.046875 -2.90625 C 2.648438 -2.851562 2.351562 -2.769531 2.15625 -2.65625 C 1.8125 -2.46875 1.640625 -2.160156 1.640625 -1.734375 Z M 4.3125 -3.96875 C 4.5625 -4 4.726562 -4.101562 4.8125 -4.28125 C 4.863281 -4.375 4.890625 -4.515625 4.890625 -4.703125 C 4.890625 -5.078125 4.753906 -5.347656 4.484375 -5.515625 C 4.222656 -5.679688 3.84375 -5.765625 3.34375 -5.765625 C 2.769531 -5.765625 2.363281 -5.609375 2.125 -5.296875 C 1.988281 -5.128906 1.898438 -4.878906 1.859375 -4.546875 L 0.84375 -4.546875 C 0.851562 -5.347656 1.109375 -5.90625 1.609375 -6.21875 C 2.117188 -6.539062 2.707031 -6.703125 3.375 -6.703125 C 4.132812 -6.703125 4.757812 -6.550781 5.25 -6.25 C 5.71875 -5.957031 5.953125 -5.503906 5.953125 -4.890625 L 5.953125 -1.125 C 5.953125 -1.007812 5.972656 -0.914062 6.015625 -0.84375 C 6.066406 -0.78125 6.171875 -0.75 6.328125 -0.75 C 6.367188 -0.75 6.421875 -0.75 6.484375 -0.75 C 6.546875 -0.757812 6.613281 -0.769531 6.6875 -0.78125 L 6.6875 0.03125 C 6.507812 0.0820312 6.375 0.113281 6.28125 0.125 C 6.195312 0.132812 6.078125 0.140625 5.921875 0.140625 C 5.546875 0.140625 5.273438 0.00390625 5.109375 -0.265625 C 5.015625 -0.398438 4.945312 -0.597656 4.90625 -0.859375 C 4.6875 -0.566406 4.367188 -0.3125 3.953125 -0.09375 C 3.535156 0.113281 3.070312 0.21875 2.5625 0.21875 C 1.957031 0.21875 1.460938 0.0351562 1.078125 -0.328125 C 0.691406 -0.703125 0.5 -1.164062 0.5 -1.71875 C 0.5 -2.320312 0.6875 -2.789062 1.0625 -3.125 C 1.445312 -3.457031 1.945312 -3.660156 2.5625 -3.734375 Z M 3.40625 -6.703125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-3\">\n",
"<path style=\"stroke:none;\" d=\"M 0.84375 -6.53125 L 1.875 -6.53125 L 1.875 -5.40625 C 1.96875 -5.625 2.179688 -5.890625 2.515625 -6.203125 C 2.847656 -6.523438 3.226562 -6.6875 3.65625 -6.6875 C 3.675781 -6.6875 3.710938 -6.679688 3.765625 -6.671875 C 3.816406 -6.671875 3.898438 -6.664062 4.015625 -6.65625 L 4.015625 -5.5 C 3.953125 -5.507812 3.890625 -5.515625 3.828125 -5.515625 C 3.773438 -5.523438 3.71875 -5.53125 3.65625 -5.53125 C 3.101562 -5.53125 2.675781 -5.347656 2.375 -4.984375 C 2.082031 -4.628906 1.9375 -4.222656 1.9375 -3.765625 L 1.9375 0 L 0.84375 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-4\">\n",
"<path style=\"stroke:none;\" d=\"M 0.8125 -6.5 L 1.921875 -6.5 L 1.921875 0 L 0.8125 0 Z M 0.8125 -8.96875 L 1.921875 -8.96875 L 1.921875 -7.71875 L 0.8125 -7.71875 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-5\">\n",
"<path style=\"stroke:none;\" d=\"M 1.640625 -1.734375 C 1.640625 -1.421875 1.753906 -1.171875 1.984375 -0.984375 C 2.222656 -0.804688 2.5 -0.71875 2.8125 -0.71875 C 3.207031 -0.71875 3.582031 -0.804688 3.9375 -0.984375 C 4.550781 -1.273438 4.859375 -1.757812 4.859375 -2.4375 L 4.859375 -3.328125 C 4.722656 -3.242188 4.546875 -3.171875 4.328125 -3.109375 C 4.117188 -3.054688 3.914062 -3.015625 3.71875 -2.984375 L 3.046875 -2.90625 C 2.648438 -2.851562 2.351562 -2.769531 2.15625 -2.65625 C 1.8125 -2.46875 1.640625 -2.160156 1.640625 -1.734375 Z M 4.3125 -3.96875 C 4.5625 -4 4.726562 -4.101562 4.8125 -4.28125 C 4.863281 -4.375 4.890625 -4.515625 4.890625 -4.703125 C 4.890625 -5.078125 4.753906 -5.347656 4.484375 -5.515625 C 4.222656 -5.679688 3.84375 -5.765625 3.34375 -5.765625 C 2.769531 -5.765625 2.363281 -5.609375 2.125 -5.296875 C 1.988281 -5.128906 1.898438 -4.878906 1.859375 -4.546875 L 0.84375 -4.546875 C 0.851562 -5.347656 1.109375 -5.90625 1.609375 -6.21875 C 2.117188 -6.539062 2.707031 -6.703125 3.375 -6.703125 C 4.132812 -6.703125 4.757812 -6.550781 5.25 -6.25 C 5.71875 -5.957031 5.953125 -5.503906 5.953125 -4.890625 L 5.953125 -1.125 C 5.953125 -1.007812 5.972656 -0.914062 6.015625 -0.84375 C 6.066406 -0.78125 6.171875 -0.75 6.328125 -0.75 C 6.367188 -0.75 6.421875 -0.75 6.484375 -0.75 C 6.546875 -0.757812 6.613281 -0.769531 6.6875 -0.78125 L 6.6875 0.03125 C 6.507812 0.0820312 6.375 0.113281 6.28125 0.125 C 6.195312 0.132812 6.078125 0.140625 5.921875 0.140625 C 5.546875 0.140625 5.273438 0.00390625 5.109375 -0.265625 C 5.015625 -0.398438 4.945312 -0.597656 4.90625 -0.859375 C 4.6875 -0.566406 4.367188 -0.3125 3.953125 -0.09375 C 3.535156 0.113281 3.070312 0.21875 2.5625 0.21875 C 1.957031 0.21875 1.460938 0.0351562 1.078125 -0.328125 C 0.691406 -0.703125 0.5 -1.164062 0.5 -1.71875 C 0.5 -2.320312 0.6875 -2.789062 1.0625 -3.125 C 1.445312 -3.457031 1.945312 -3.660156 2.5625 -3.734375 Z M 3.40625 -6.703125 Z M 4.765625 -9.171875 L 3.140625 -7.40625 L 2.296875 -7.40625 L 3.40625 -9.171875 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-6\">\n",
"<path style=\"stroke:none;\" d=\"M 1.34375 -6.53125 L 3.09375 -1.21875 L 4.90625 -6.53125 L 6.109375 -6.53125 L 3.65625 0 L 2.484375 0 L 0.0625 -6.53125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-7\">\n",
"<path style=\"stroke:none;\" d=\"M 3.53125 -6.6875 C 3.988281 -6.6875 4.4375 -6.578125 4.875 -6.359375 C 5.3125 -6.140625 5.644531 -5.859375 5.875 -5.515625 C 6.09375 -5.179688 6.238281 -4.796875 6.3125 -4.359375 C 6.375 -4.054688 6.40625 -3.578125 6.40625 -2.921875 L 1.625 -2.921875 C 1.632812 -2.253906 1.785156 -1.71875 2.078125 -1.3125 C 2.378906 -0.914062 2.835938 -0.71875 3.453125 -0.71875 C 4.023438 -0.71875 4.484375 -0.90625 4.828125 -1.28125 C 5.015625 -1.507812 5.148438 -1.765625 5.234375 -2.046875 L 6.3125 -2.046875 C 6.289062 -1.804688 6.195312 -1.539062 6.03125 -1.25 C 5.875 -0.957031 5.695312 -0.71875 5.5 -0.53125 C 5.164062 -0.195312 4.75 0.0234375 4.25 0.140625 C 3.988281 0.203125 3.691406 0.234375 3.359375 0.234375 C 2.546875 0.234375 1.851562 -0.0625 1.28125 -0.65625 C 0.71875 -1.25 0.4375 -2.078125 0.4375 -3.140625 C 0.4375 -4.191406 0.722656 -5.046875 1.296875 -5.703125 C 1.867188 -6.359375 2.613281 -6.6875 3.53125 -6.6875 Z M 5.28125 -3.796875 C 5.238281 -4.265625 5.132812 -4.644531 4.96875 -4.9375 C 4.664062 -5.457031 4.160156 -5.71875 3.453125 -5.71875 C 2.953125 -5.71875 2.53125 -5.535156 2.1875 -5.171875 C 1.84375 -4.804688 1.660156 -4.347656 1.640625 -3.796875 Z M 3.421875 -6.703125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-8\">\n",
"<path style=\"stroke:none;\" d=\"M 0.84375 -8.96875 L 1.9375 -8.96875 L 1.9375 0 L 0.84375 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-9\">\n",
"<path style=\"stroke:none;\" d=\"\"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-10\">\n",
"<path style=\"stroke:none;\" d=\"M 1.5 -3.1875 C 1.5 -2.488281 1.644531 -1.898438 1.9375 -1.421875 C 2.238281 -0.953125 2.71875 -0.71875 3.375 -0.71875 C 3.882812 -0.71875 4.300781 -0.9375 4.625 -1.375 C 4.957031 -1.8125 5.125 -2.441406 5.125 -3.265625 C 5.125 -4.085938 4.953125 -4.695312 4.609375 -5.09375 C 4.273438 -5.488281 3.859375 -5.6875 3.359375 -5.6875 C 2.804688 -5.6875 2.359375 -5.472656 2.015625 -5.046875 C 1.671875 -4.628906 1.5 -4.007812 1.5 -3.1875 Z M 3.15625 -6.65625 C 3.65625 -6.65625 4.070312 -6.546875 4.40625 -6.328125 C 4.601562 -6.210938 4.828125 -6 5.078125 -5.6875 L 5.078125 -9 L 6.140625 -9 L 6.140625 0 L 5.140625 0 L 5.140625 -0.90625 C 4.890625 -0.507812 4.585938 -0.21875 4.234375 -0.03125 C 3.890625 0.144531 3.488281 0.234375 3.03125 0.234375 C 2.300781 0.234375 1.671875 -0.0703125 1.140625 -0.6875 C 0.609375 -1.300781 0.34375 -2.113281 0.34375 -3.125 C 0.34375 -4.082031 0.582031 -4.910156 1.0625 -5.609375 C 1.550781 -6.304688 2.25 -6.65625 3.15625 -6.65625 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-11\">\n",
"<path style=\"stroke:none;\" d=\"M 3.5625 -0.734375 C 4.070312 -0.734375 4.5 -0.945312 4.84375 -1.375 C 5.1875 -1.8125 5.359375 -2.457031 5.359375 -3.3125 C 5.359375 -3.832031 5.28125 -4.28125 5.125 -4.65625 C 4.84375 -5.375 4.320312 -5.734375 3.5625 -5.734375 C 2.800781 -5.734375 2.28125 -5.351562 2 -4.59375 C 1.851562 -4.1875 1.78125 -3.671875 1.78125 -3.046875 C 1.78125 -2.535156 1.851562 -2.101562 2 -1.75 C 2.28125 -1.070312 2.800781 -0.734375 3.5625 -0.734375 Z M 0.71875 -6.5 L 1.78125 -6.5 L 1.78125 -5.640625 C 2.007812 -5.929688 2.253906 -6.160156 2.515625 -6.328125 C 2.878906 -6.578125 3.3125 -6.703125 3.8125 -6.703125 C 4.550781 -6.703125 5.175781 -6.414062 5.6875 -5.84375 C 6.207031 -5.28125 6.46875 -4.46875 6.46875 -3.40625 C 6.46875 -1.988281 6.097656 -0.972656 5.359375 -0.359375 C 4.890625 0.0234375 4.34375 0.21875 3.71875 0.21875 C 3.21875 0.21875 2.800781 0.109375 2.46875 -0.109375 C 2.269531 -0.222656 2.050781 -0.429688 1.8125 -0.734375 L 1.8125 2.609375 L 0.71875 2.609375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-12\">\n",
"<path style=\"stroke:none;\" d=\"M 0.8125 -6.53125 L 1.84375 -6.53125 L 1.84375 -5.609375 C 2.15625 -5.992188 2.484375 -6.269531 2.828125 -6.4375 C 3.171875 -6.601562 3.554688 -6.6875 3.984375 -6.6875 C 4.910156 -6.6875 5.535156 -6.363281 5.859375 -5.71875 C 6.046875 -5.363281 6.140625 -4.851562 6.140625 -4.1875 L 6.140625 0 L 5.015625 0 L 5.015625 -4.125 C 5.015625 -4.519531 4.957031 -4.835938 4.84375 -5.078125 C 4.644531 -5.484375 4.289062 -5.6875 3.78125 -5.6875 C 3.519531 -5.6875 3.304688 -5.660156 3.140625 -5.609375 C 2.835938 -5.523438 2.570312 -5.347656 2.34375 -5.078125 C 2.15625 -4.859375 2.035156 -4.632812 1.984375 -4.40625 C 1.929688 -4.175781 1.90625 -3.847656 1.90625 -3.421875 L 1.90625 0 L 0.8125 0 Z M 3.390625 -6.703125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-13\">\n",
"<path style=\"stroke:none;\" d=\"M 1.03125 -8.359375 L 2.140625 -8.359375 L 2.140625 -6.53125 L 3.1875 -6.53125 L 3.1875 -5.640625 L 2.140625 -5.640625 L 2.140625 -1.375 C 2.140625 -1.144531 2.21875 -0.992188 2.375 -0.921875 C 2.457031 -0.867188 2.597656 -0.84375 2.796875 -0.84375 C 2.847656 -0.84375 2.90625 -0.84375 2.96875 -0.84375 C 3.03125 -0.851562 3.101562 -0.859375 3.1875 -0.859375 L 3.1875 0 C 3.050781 0.0390625 2.914062 0.0664062 2.78125 0.078125 C 2.644531 0.0976562 2.5 0.109375 2.34375 0.109375 C 1.832031 0.109375 1.484375 -0.0195312 1.296875 -0.28125 C 1.117188 -0.550781 1.03125 -0.894531 1.03125 -1.3125 L 1.03125 -5.640625 L 0.140625 -5.640625 L 0.140625 -6.53125 L 1.03125 -6.53125 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-14\">\n",
"<path style=\"stroke:none;\" d=\"M 0.515625 -4.046875 L 3.578125 -4.046875 L 3.578125 -2.921875 L 0.515625 -2.921875 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-15\">\n",
"<path style=\"stroke:none;\" d=\"M 4.125 -3.09375 L 4.125 -7.0625 L 1.328125 -3.09375 Z M 4.15625 0 L 4.15625 -2.140625 L 0.3125 -2.140625 L 0.3125 -3.203125 L 4.328125 -8.765625 L 5.25 -8.765625 L 5.25 -3.09375 L 6.53125 -3.09375 L 6.53125 -2.140625 L 5.25 -2.140625 L 5.25 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-16\">\n",
"<path style=\"stroke:none;\" d=\"M 3.25 0.234375 C 2.21875 0.234375 1.46875 -0.046875 1 -0.609375 C 0.53125 -1.179688 0.296875 -1.875 0.296875 -2.6875 L 1.453125 -2.6875 C 1.492188 -2.125 1.597656 -1.710938 1.765625 -1.453125 C 2.046875 -0.992188 2.5625 -0.765625 3.3125 -0.765625 C 3.882812 -0.765625 4.34375 -0.914062 4.6875 -1.21875 C 5.039062 -1.53125 5.21875 -1.929688 5.21875 -2.421875 C 5.21875 -3.023438 5.035156 -3.445312 4.671875 -3.6875 C 4.304688 -3.925781 3.796875 -4.046875 3.140625 -4.046875 C 3.066406 -4.046875 2.988281 -4.046875 2.90625 -4.046875 C 2.832031 -4.046875 2.757812 -4.039062 2.6875 -4.03125 L 2.6875 -5 C 2.800781 -4.988281 2.894531 -4.976562 2.96875 -4.96875 C 3.050781 -4.96875 3.132812 -4.96875 3.21875 -4.96875 C 3.632812 -4.96875 3.972656 -5.035156 4.234375 -5.171875 C 4.703125 -5.398438 4.9375 -5.804688 4.9375 -6.390625 C 4.9375 -6.828125 4.78125 -7.160156 4.46875 -7.390625 C 4.15625 -7.628906 3.796875 -7.75 3.390625 -7.75 C 2.648438 -7.75 2.144531 -7.503906 1.875 -7.015625 C 1.71875 -6.742188 1.628906 -6.363281 1.609375 -5.875 L 0.515625 -5.875 C 0.515625 -6.519531 0.644531 -7.070312 0.90625 -7.53125 C 1.351562 -8.34375 2.140625 -8.75 3.265625 -8.75 C 4.160156 -8.75 4.851562 -8.550781 5.34375 -8.15625 C 5.832031 -7.757812 6.078125 -7.1875 6.078125 -6.4375 C 6.078125 -5.894531 5.929688 -5.457031 5.640625 -5.125 C 5.460938 -4.914062 5.226562 -4.753906 4.9375 -4.640625 C 5.40625 -4.515625 5.765625 -4.269531 6.015625 -3.90625 C 6.273438 -3.550781 6.40625 -3.113281 6.40625 -2.59375 C 6.40625 -1.757812 6.128906 -1.078125 5.578125 -0.546875 C 5.035156 -0.0234375 4.257812 0.234375 3.25 0.234375 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-17\">\n",
"<path style=\"stroke:none;\" d=\"M 0.390625 0 C 0.429688 -0.75 0.585938 -1.398438 0.859375 -1.953125 C 1.128906 -2.515625 1.65625 -3.023438 2.4375 -3.484375 L 3.609375 -4.15625 C 4.140625 -4.46875 4.507812 -4.726562 4.71875 -4.9375 C 5.050781 -5.28125 5.21875 -5.671875 5.21875 -6.109375 C 5.21875 -6.609375 5.0625 -7.007812 4.75 -7.3125 C 4.445312 -7.613281 4.046875 -7.765625 3.546875 -7.765625 C 2.785156 -7.765625 2.265625 -7.476562 1.984375 -6.90625 C 1.828125 -6.601562 1.738281 -6.179688 1.71875 -5.640625 L 0.609375 -5.640625 C 0.617188 -6.398438 0.757812 -7.019531 1.03125 -7.5 C 1.5 -8.34375 2.335938 -8.765625 3.546875 -8.765625 C 4.546875 -8.765625 5.273438 -8.492188 5.734375 -7.953125 C 6.203125 -7.410156 6.4375 -6.8125 6.4375 -6.15625 C 6.4375 -5.457031 6.1875 -4.859375 5.6875 -4.359375 C 5.40625 -4.066406 4.894531 -3.71875 4.15625 -3.3125 L 3.328125 -2.84375 C 2.929688 -2.625 2.617188 -2.414062 2.390625 -2.21875 C 1.984375 -1.863281 1.726562 -1.46875 1.625 -1.03125 L 6.390625 -1.03125 L 6.390625 0 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-18\">\n",
"<path style=\"stroke:none;\" d=\"M 1.203125 -6.1875 L 1.203125 -7.03125 C 1.992188 -7.101562 2.546875 -7.226562 2.859375 -7.40625 C 3.171875 -7.59375 3.40625 -8.023438 3.5625 -8.703125 L 4.421875 -8.703125 L 4.421875 0 L 3.25 0 L 3.25 -6.1875 Z \"/>\n",
"</symbol>\n",
"<symbol overflow=\"visible\" id=\"glyph2-19\">\n",
"<path style=\"stroke:none;\" d=\"M 3.375 -8.734375 C 4.507812 -8.734375 5.328125 -8.269531 5.828125 -7.34375 C 6.222656 -6.625 6.421875 -5.632812 6.421875 -4.375 C 6.421875 -3.1875 6.242188 -2.207031 5.890625 -1.4375 C 5.378906 -0.320312 4.539062 0.234375 3.375 0.234375 C 2.320312 0.234375 1.539062 -0.21875 1.03125 -1.125 C 0.601562 -1.882812 0.390625 -2.90625 0.390625 -4.1875 C 0.390625 -5.1875 0.519531 -6.039062 0.78125 -6.75 C 1.257812 -8.070312 2.125 -8.734375 3.375 -8.734375 Z M 3.375 -0.765625 C 3.9375 -0.765625 4.382812 -1.015625 4.71875 -1.515625 C 5.0625 -2.023438 5.234375 -2.96875 5.234375 -4.34375 C 5.234375 -5.332031 5.109375 -6.144531 4.859375 -6.78125 C 4.617188 -7.425781 4.148438 -7.75 3.453125 -7.75 C 2.804688 -7.75 2.332031 -7.441406 2.03125 -6.828125 C 1.726562 -6.222656 1.578125 -5.332031 1.578125 -4.15625 C 1.578125 -3.257812 1.675781 -2.539062 1.875 -2 C 2.164062 -1.175781 2.664062 -0.765625 3.375 -0.765625 Z \"/>\n",
"</symbol>\n",
"</g>\n",
"</defs>\n",
"<g id=\"surface118\">\n",
"<rect x=\"0\" y=\"0\" width=\"504\" height=\"504\" style=\"fill:rgb(100%,100%,100%);fill-opacity:1;stroke:none;\"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 74.398438 416.800781 L 74.785156 416.796875 L 75.167969 416.792969 L 75.554688 416.789062 L 76.320312 416.78125 L 76.707031 416.777344 L 77.089844 416.769531 L 77.476562 416.765625 L 78.242188 416.757812 L 78.628906 416.75 L 79.011719 416.746094 L 79.398438 416.742188 L 79.78125 416.734375 L 80.164062 416.730469 L 80.550781 416.722656 L 80.933594 416.71875 L 81.320312 416.710938 L 81.703125 416.707031 L 82.085938 416.699219 L 82.472656 416.691406 L 82.855469 416.683594 L 83.242188 416.679688 L 84.007812 416.664062 L 84.394531 416.65625 L 84.777344 416.648438 L 85.164062 416.640625 L 85.546875 416.632812 L 85.929688 416.621094 L 86.316406 416.613281 L 86.699219 416.605469 L 87.085938 416.59375 L 87.46875 416.585938 L 87.851562 416.574219 L 88.238281 416.566406 L 88.621094 416.554688 L 89.007812 416.542969 L 89.773438 416.519531 L 90.160156 416.507812 L 90.542969 416.496094 L 90.929688 416.484375 L 91.3125 416.472656 L 91.699219 416.457031 L 92.082031 416.445312 L 92.464844 416.429688 L 92.851562 416.417969 L 93.234375 416.402344 L 93.621094 416.386719 L 94.386719 416.355469 L 94.773438 416.339844 L 95.15625 416.324219 L 95.542969 416.304688 L 95.925781 416.289062 L 96.308594 416.269531 L 96.695312 416.25 L 97.078125 416.230469 L 97.464844 416.210938 L 98.230469 416.171875 L 98.617188 416.152344 L 99 416.128906 L 99.386719 416.105469 L 99.769531 416.082031 L 100.152344 416.0625 L 100.539062 416.035156 L 100.921875 416.011719 L 101.308594 415.988281 L 102.074219 415.933594 L 102.460938 415.90625 L 102.84375 415.878906 L 103.230469 415.851562 L 103.996094 415.789062 L 104.382812 415.761719 L 104.765625 415.726562 L 105.152344 415.695312 L 105.535156 415.664062 L 105.917969 415.628906 L 106.304688 415.59375 L 106.6875 415.558594 L 107.074219 415.523438 L 107.839844 415.445312 L 108.226562 415.40625 L 108.609375 415.367188 L 108.996094 415.324219 L 109.761719 415.238281 L 110.148438 415.195312 L 110.53125 415.148438 L 110.917969 415.101562 L 111.683594 415.007812 L 112.070312 414.957031 L 112.453125 414.90625 L 112.839844 414.855469 L 113.605469 414.746094 L 113.992188 414.691406 L 114.375 414.632812 L 114.761719 414.574219 L 115.144531 414.515625 L 115.527344 414.453125 L 115.914062 414.390625 L 116.296875 414.324219 L 116.683594 414.261719 L 117.066406 414.191406 L 117.449219 414.125 L 117.835938 414.054688 L 118.21875 413.984375 L 118.605469 413.910156 L 118.988281 413.835938 L 119.371094 413.757812 L 119.757812 413.679688 L 120.140625 413.597656 L 120.527344 413.519531 L 121.292969 413.347656 L 121.679688 413.261719 L 122.0625 413.171875 L 122.449219 413.082031 L 122.832031 412.988281 L 123.21875 412.894531 L 123.601562 412.796875 L 123.984375 412.695312 L 124.371094 412.59375 L 124.753906 412.492188 L 125.140625 412.386719 L 125.90625 412.167969 L 126.292969 412.054688 L 126.675781 411.941406 L 127.0625 411.824219 L 127.828125 411.582031 L 128.214844 411.457031 L 128.597656 411.332031 L 128.984375 411.199219 L 129.367188 411.070312 L 129.75 410.933594 L 130.136719 410.796875 L 130.519531 410.65625 L 130.90625 410.511719 L 131.289062 410.367188 L 131.671875 410.21875 L 132.058594 410.066406 L 132.441406 409.910156 L 132.828125 409.75 L 133.210938 409.589844 L 133.59375 409.425781 L 133.980469 409.257812 L 134.363281 409.085938 L 134.75 408.914062 L 135.515625 408.554688 L 135.902344 408.371094 L 136.285156 408.183594 L 136.671875 407.992188 L 137.054688 407.796875 L 137.4375 407.597656 L 137.824219 407.394531 L 138.207031 407.191406 L 138.59375 406.980469 L 138.976562 406.765625 L 139.359375 406.546875 L 139.746094 406.328125 L 140.128906 406.101562 L 140.515625 405.871094 L 140.898438 405.636719 L 141.28125 405.398438 L 141.667969 405.15625 L 142.050781 404.910156 L 142.4375 404.65625 L 142.820312 404.402344 L 143.203125 404.140625 L 143.589844 403.878906 L 143.972656 403.609375 L 144.359375 403.332031 L 144.742188 403.054688 L 145.125 402.769531 L 145.511719 402.484375 L 145.894531 402.1875 L 146.28125 401.890625 L 146.664062 401.585938 L 147.046875 401.277344 L 147.433594 400.964844 L 147.816406 400.644531 L 148.203125 400.320312 L 148.96875 399.65625 L 149.355469 399.3125 L 149.738281 398.96875 L 150.125 398.613281 L 150.507812 398.257812 L 150.890625 397.894531 L 151.277344 397.523438 L 151.660156 397.148438 L 152.046875 396.765625 L 152.429688 396.378906 L 152.8125 395.988281 L 153.199219 395.585938 L 153.582031 395.179688 L 153.96875 394.769531 L 154.351562 394.351562 L 154.738281 393.925781 L 155.121094 393.492188 L 155.503906 393.054688 L 155.890625 392.609375 L 156.273438 392.160156 L 156.660156 391.699219 L 157.042969 391.234375 L 157.425781 390.761719 L 157.8125 390.285156 L 158.195312 389.796875 L 158.582031 389.304688 L 158.964844 388.804688 L 159.347656 388.296875 L 159.734375 387.78125 L 160.117188 387.261719 L 160.503906 386.730469 L 160.886719 386.195312 L 161.269531 385.648438 L 161.65625 385.097656 L 162.039062 384.539062 L 162.425781 383.96875 L 162.808594 383.394531 L 163.191406 382.8125 L 163.578125 382.21875 L 163.960938 381.621094 L 164.347656 381.015625 L 164.730469 380.398438 L 165.113281 379.773438 L 165.5 379.144531 L 165.882812 378.503906 L 166.269531 377.855469 L 166.652344 377.199219 L 167.035156 376.53125 L 167.421875 375.859375 L 167.804688 375.175781 L 168.191406 374.488281 L 168.574219 373.785156 L 168.957031 373.078125 L 169.34375 372.363281 L 169.726562 371.636719 L 170.113281 370.902344 L 170.496094 370.15625 L 170.878906 369.40625 L 171.265625 368.644531 L 171.648438 367.871094 L 172.035156 367.09375 L 172.417969 366.304688 L 172.800781 365.503906 L 173.1875 364.699219 L 173.570312 363.882812 L 173.957031 363.054688 L 174.339844 362.21875 L 174.722656 361.375 L 175.109375 360.519531 L 175.492188 359.65625 L 175.878906 358.785156 L 176.261719 357.902344 L 176.644531 357.007812 L 177.03125 356.109375 L 177.414062 355.195312 L 177.800781 354.273438 L 178.183594 353.34375 L 178.566406 352.402344 L 178.953125 351.453125 L 179.335938 350.492188 L 179.722656 349.523438 L 180.105469 348.542969 L 180.488281 347.554688 L 180.875 346.554688 L 181.257812 345.546875 L 181.644531 344.527344 L 182.027344 343.5 L 182.410156 342.460938 L 182.796875 341.414062 L 183.179688 340.355469 L 183.566406 339.289062 L 183.949219 338.210938 L 184.332031 337.121094 L 184.71875 336.023438 L 185.101562 334.917969 L 185.488281 333.800781 L 185.871094 332.675781 L 186.253906 331.539062 L 186.640625 330.390625 L 187.023438 329.234375 L 187.410156 328.070312 L 187.792969 326.894531 L 188.179688 325.707031 L 188.5625 324.511719 L 188.945312 323.308594 L 189.332031 322.09375 L 189.714844 320.871094 L 190.101562 319.636719 L 190.484375 318.394531 L 190.867188 317.140625 L 191.253906 315.878906 L 191.636719 314.605469 L 192.023438 313.328125 L 192.40625 312.035156 L 192.789062 310.738281 L 193.175781 309.429688 L 193.558594 308.109375 L 193.945312 306.785156 L 194.328125 305.449219 L 194.710938 304.101562 L 195.097656 302.75 L 195.480469 301.386719 L 195.867188 300.015625 L 196.25 298.636719 L 196.632812 297.246094 L 197.019531 295.851562 L 197.402344 294.445312 L 197.789062 293.03125 L 198.171875 291.609375 L 198.554688 290.179688 L 198.941406 288.738281 L 199.324219 287.292969 L 199.710938 285.839844 L 200.09375 284.375 L 200.476562 282.90625 L 200.863281 281.429688 L 201.246094 279.945312 L 201.632812 278.449219 L 202.015625 276.953125 L 202.398438 275.445312 L 202.785156 273.929688 L 203.167969 272.410156 L 203.554688 270.882812 L 203.9375 269.347656 L 204.320312 267.804688 L 204.707031 266.257812 L 205.089844 264.703125 L 205.476562 263.144531 L 205.859375 261.578125 L 206.242188 260.007812 L 206.628906 258.429688 L 207.011719 256.847656 L 207.398438 255.257812 L 207.78125 253.664062 L 208.164062 252.0625 L 208.550781 250.460938 L 208.933594 248.851562 L 209.320312 247.238281 L 209.703125 245.621094 L 210.085938 243.996094 L 210.472656 242.371094 L 210.855469 240.742188 L 211.242188 239.105469 L 211.625 237.46875 L 212.007812 235.828125 L 212.394531 234.179688 L 212.777344 232.535156 L 213.164062 230.882812 L 213.546875 229.230469 L 213.929688 227.574219 L 214.316406 225.914062 L 214.699219 224.253906 L 215.085938 222.589844 L 215.851562 219.261719 L 216.238281 217.59375 L 216.621094 215.925781 L 217.007812 214.253906 L 217.390625 212.585938 L 217.773438 210.914062 L 218.160156 209.242188 L 218.542969 207.570312 L 218.929688 205.898438 L 219.3125 204.226562 L 219.699219 202.558594 L 220.082031 200.886719 L 220.464844 199.21875 L 220.851562 197.550781 L 221.234375 195.886719 L 221.621094 194.21875 L 222.386719 190.898438 L 222.773438 189.238281 L 223.15625 187.582031 L 223.542969 185.929688 L 224.308594 182.632812 L 224.695312 180.988281 L 225.078125 179.351562 L 225.464844 177.714844 L 225.847656 176.082031 L 226.230469 174.457031 L 226.617188 172.832031 L 227 171.214844 L 227.386719 169.601562 L 227.769531 167.996094 L 228.152344 166.394531 L 228.539062 164.800781 L 228.921875 163.210938 L 229.308594 161.625 L 229.691406 160.050781 L 230.074219 158.480469 L 230.460938 156.917969 L 230.84375 155.363281 L 231.230469 153.816406 L 231.613281 152.273438 L 231.996094 150.742188 L 232.382812 149.21875 L 232.765625 147.703125 L 233.152344 146.199219 L 233.535156 144.703125 L 233.917969 143.214844 L 234.304688 141.734375 L 234.6875 140.265625 L 235.074219 138.808594 L 235.457031 137.359375 L 235.839844 135.921875 L 236.226562 134.496094 L 236.609375 133.078125 L 236.996094 131.671875 L 237.378906 130.28125 L 237.761719 128.898438 L 238.148438 127.527344 L 238.53125 126.171875 L 238.917969 124.824219 L 239.300781 123.492188 L 239.683594 122.171875 L 240.070312 120.863281 L 240.453125 119.570312 L 240.839844 118.289062 L 241.222656 117.023438 L 241.605469 115.769531 L 241.992188 114.53125 L 242.375 113.308594 L 242.761719 112.097656 L 243.144531 110.902344 L 243.527344 109.722656 L 243.914062 108.558594 L 244.296875 107.410156 L 244.683594 106.277344 L 245.066406 105.160156 L 245.449219 104.058594 L 245.835938 102.972656 L 246.21875 101.902344 L 246.605469 100.851562 L 246.988281 99.816406 L 247.371094 98.796875 L 247.757812 97.796875 L 248.140625 96.8125 L 248.527344 95.847656 L 248.910156 94.898438 L 249.292969 93.96875 L 249.679688 93.054688 L 250.0625 92.160156 L 250.449219 91.285156 L 250.832031 90.429688 L 251.21875 89.589844 L 251.601562 88.769531 L 251.984375 87.96875 L 252.371094 87.1875 L 252.753906 86.425781 L 253.140625 85.683594 L 253.523438 84.960938 L 253.90625 84.257812 L 254.292969 83.574219 L 254.675781 82.910156 L 255.0625 82.265625 L 255.445312 81.644531 L 255.828125 81.042969 L 256.214844 80.460938 L 256.597656 79.898438 L 256.984375 79.355469 L 257.367188 78.835938 L 257.75 78.339844 L 258.136719 77.859375 L 258.519531 77.402344 L 258.90625 76.96875 L 259.289062 76.554688 L 259.671875 76.160156 L 260.058594 75.789062 L 260.441406 75.4375 L 260.828125 75.109375 L 261.210938 74.800781 L 261.59375 74.515625 L 261.980469 74.253906 L 262.363281 74.011719 L 262.75 73.792969 L 263.132812 73.59375 L 263.515625 73.417969 L 263.902344 73.261719 L 264.285156 73.128906 L 264.671875 73.019531 L 265.054688 72.933594 L 265.4375 72.867188 L 265.824219 72.820312 L 266.207031 72.800781 L 266.59375 72.800781 L 266.976562 72.820312 L 267.359375 72.867188 L 267.746094 72.933594 L 268.128906 73.019531 L 268.515625 73.128906 L 268.898438 73.261719 L 269.28125 73.417969 L 269.667969 73.59375 L 270.050781 73.792969 L 270.4375 74.011719 L 270.820312 74.253906 L 271.203125 74.515625 L 271.589844 74.800781 L 271.972656 75.109375 L 272.359375 75.4375 L 272.742188 75.789062 L 273.125 76.160156 L 273.511719 76.554688 L 273.894531 76.96875 L 274.28125 77.402344 L 274.664062 77.859375 L 275.046875 78.339844 L 275.433594 78.835938 L 275.816406 79.355469 L 276.203125 79.898438 L 276.585938 80.460938 L 276.96875 81.042969 L 277.355469 81.644531 L 277.738281 82.265625 L 278.125 82.910156 L 278.507812 83.574219 L 278.890625 84.257812 L 279.277344 84.960938 L 279.660156 85.683594 L 280.046875 86.425781 L 280.429688 87.1875 L 280.8125 87.96875 L 281.199219 88.769531 L 281.582031 89.589844 L 281.96875 90.429688 L 282.351562 91.285156 L 282.738281 92.160156 L 283.121094 93.054688 L 283.503906 93.96875 L 283.890625 94.898438 L 284.273438 95.847656 L 284.660156 96.8125 L 285.042969 97.796875 L 285.425781 98.796875 L 285.8125 99.816406 L 286.195312 100.851562 L 286.582031 101.902344 L 286.964844 102.972656 L 287.347656 104.058594 L 287.734375 105.160156 L 288.117188 106.277344 L 288.503906 107.410156 L 288.886719 108.558594 L 289.269531 109.722656 L 289.65625 110.902344 L 290.039062 112.097656 L 290.425781 113.308594 L 290.808594 114.53125 L 291.191406 115.769531 L 291.578125 117.023438 L 291.960938 118.289062 L 292.347656 119.570312 L 292.730469 120.863281 L 293.113281 122.171875 L 293.5 123.492188 L 293.882812 124.824219 L 294.269531 126.171875 L 294.652344 127.527344 L 295.035156 128.898438 L 295.421875 130.28125 L 295.804688 131.671875 L 296.191406 133.078125 L 296.574219 134.496094 L 296.957031 135.921875 L 297.34375 137.359375 L 297.726562 138.808594 L 298.113281 140.265625 L 298.496094 141.734375 L 298.878906 143.214844 L 299.265625 144.703125 L 299.648438 146.199219 L 300.035156 147.703125 L 300.417969 149.21875 L 300.800781 150.742188 L 301.1875 152.273438 L 301.570312 153.816406 L 301.957031 155.363281 L 302.339844 156.917969 L 302.722656 158.480469 L 303.109375 160.050781 L 303.492188 161.625 L 303.878906 163.210938 L 304.261719 164.800781 L 304.644531 166.394531 L 305.03125 167.996094 L 305.414062 169.601562 L 305.800781 171.214844 L 306.183594 172.832031 L 306.566406 174.457031 L 306.953125 176.082031 L 307.335938 177.714844 L 307.722656 179.351562 L 308.105469 180.988281 L 308.488281 182.632812 L 308.875 184.28125 L 309.257812 185.929688 L 309.644531 187.582031 L 310.027344 189.238281 L 310.410156 190.898438 L 310.796875 192.558594 L 311.179688 194.21875 L 311.566406 195.886719 L 311.949219 197.550781 L 312.332031 199.21875 L 312.71875 200.886719 L 313.101562 202.558594 L 313.488281 204.226562 L 314.253906 207.570312 L 314.640625 209.242188 L 315.023438 210.914062 L 315.410156 212.585938 L 315.792969 214.253906 L 316.179688 215.925781 L 316.945312 219.261719 L 317.332031 220.925781 L 317.714844 222.589844 L 318.101562 224.253906 L 318.867188 227.574219 L 319.253906 229.230469 L 319.636719 230.882812 L 320.023438 232.535156 L 320.40625 234.179688 L 320.789062 235.828125 L 321.175781 237.46875 L 321.558594 239.105469 L 321.945312 240.742188 L 322.328125 242.371094 L 322.710938 243.996094 L 323.097656 245.621094 L 323.480469 247.238281 L 323.867188 248.851562 L 324.25 250.460938 L 324.632812 252.0625 L 325.019531 253.664062 L 325.402344 255.257812 L 325.789062 256.847656 L 326.171875 258.429688 L 326.554688 260.007812 L 326.941406 261.578125 L 327.324219 263.144531 L 327.710938 264.703125 L 328.09375 266.257812 L 328.476562 267.804688 L 328.863281 269.347656 L 329.246094 270.882812 L 329.632812 272.410156 L 330.015625 273.929688 L 330.398438 275.445312 L 330.785156 276.953125 L 331.167969 278.449219 L 331.554688 279.945312 L 331.9375 281.429688 L 332.320312 282.90625 L 332.707031 284.375 L 333.089844 285.839844 L 333.476562 287.292969 L 333.859375 288.738281 L 334.242188 290.179688 L 334.628906 291.609375 L 335.011719 293.03125 L 335.398438 294.445312 L 335.78125 295.851562 L 336.164062 297.246094 L 336.550781 298.636719 L 336.933594 300.015625 L 337.320312 301.386719 L 337.703125 302.75 L 338.085938 304.101562 L 338.472656 305.449219 L 338.855469 306.785156 L 339.242188 308.109375 L 339.625 309.429688 L 340.007812 310.738281 L 340.394531 312.035156 L 340.777344 313.328125 L 341.164062 314.605469 L 341.546875 315.878906 L 341.929688 317.140625 L 342.316406 318.394531 L 342.699219 319.636719 L 343.085938 320.871094 L 343.46875 322.09375 L 343.851562 323.308594 L 344.238281 324.511719 L 344.621094 325.707031 L 345.007812 326.894531 L 345.390625 328.070312 L 345.773438 329.234375 L 346.160156 330.390625 L 346.542969 331.539062 L 346.929688 332.675781 L 347.3125 333.800781 L 347.699219 334.917969 L 348.082031 336.023438 L 348.464844 337.121094 L 348.851562 338.210938 L 349.234375 339.289062 L 349.621094 340.355469 L 350.003906 341.414062 L 350.386719 342.460938 L 350.773438 343.5 L 351.15625 344.527344 L 351.542969 345.546875 L 351.925781 346.554688 L 352.308594 347.554688 L 352.695312 348.542969 L 353.078125 349.523438 L 353.464844 350.492188 L 353.847656 351.453125 L 354.230469 352.402344 L 354.617188 353.34375 L 355 354.273438 L 355.386719 355.195312 L 355.769531 356.109375 L 356.152344 357.007812 L 356.539062 357.902344 L 356.921875 358.785156 L 357.308594 359.65625 L 357.691406 360.519531 L 358.074219 361.375 L 358.460938 362.21875 L 358.84375 363.054688 L 359.230469 363.882812 L 359.613281 364.699219 L 359.996094 365.503906 L 360.382812 366.304688 L 360.765625 367.09375 L 361.152344 367.871094 L 361.535156 368.644531 L 361.917969 369.40625 L 362.304688 370.15625 L 362.6875 370.902344 L 363.074219 371.636719 L 363.457031 372.363281 L 363.839844 373.078125 L 364.226562 373.785156 L 364.609375 374.488281 L 364.996094 375.175781 L 365.378906 375.859375 L 365.761719 376.53125 L 366.148438 377.199219 L 366.53125 377.855469 L 366.917969 378.503906 L 367.300781 379.144531 L 367.683594 379.773438 L 368.070312 380.398438 L 368.453125 381.015625 L 368.839844 381.621094 L 369.222656 382.21875 L 369.605469 382.8125 L 369.992188 383.394531 L 370.375 383.96875 L 370.761719 384.539062 L 371.144531 385.097656 L 371.527344 385.648438 L 371.914062 386.195312 L 372.296875 386.730469 L 372.683594 387.261719 L 373.066406 387.78125 L 373.449219 388.296875 L 373.835938 388.804688 L 374.21875 389.304688 L 374.605469 389.796875 L 374.988281 390.285156 L 375.371094 390.761719 L 375.757812 391.234375 L 376.140625 391.699219 L 376.527344 392.160156 L 376.910156 392.609375 L 377.292969 393.054688 L 377.679688 393.492188 L 378.0625 393.925781 L 378.449219 394.351562 L 378.832031 394.769531 L 379.21875 395.179688 L 379.601562 395.585938 L 379.984375 395.988281 L 380.371094 396.378906 L 380.753906 396.765625 L 381.140625 397.148438 L 381.523438 397.523438 L 381.90625 397.894531 L 382.292969 398.257812 L 382.675781 398.613281 L 383.0625 398.96875 L 383.828125 399.65625 L 384.214844 399.988281 L 384.597656 400.320312 L 384.984375 400.644531 L 385.367188 400.964844 L 385.75 401.277344 L 386.136719 401.585938 L 386.519531 401.890625 L 386.90625 402.1875 L 387.289062 402.484375 L 387.671875 402.769531 L 388.058594 403.054688 L 388.441406 403.332031 L 388.828125 403.609375 L 389.210938 403.878906 L 389.59375 404.140625 L 389.980469 404.402344 L 390.363281 404.65625 L 390.75 404.910156 L 391.132812 405.15625 L 391.515625 405.398438 L 391.902344 405.636719 L 392.285156 405.871094 L 392.671875 406.101562 L 393.054688 406.328125 L 393.4375 406.546875 L 393.824219 406.765625 L 394.207031 406.980469 L 394.59375 407.191406 L 395.359375 407.597656 L 395.746094 407.796875 L 396.128906 407.992188 L 396.515625 408.183594 L 396.898438 408.371094 L 397.28125 408.554688 L 397.667969 408.734375 L 398.050781 408.914062 L 398.4375 409.085938 L 398.820312 409.257812 L 399.203125 409.425781 L 399.589844 409.589844 L 399.972656 409.75 L 400.359375 409.910156 L 400.742188 410.066406 L 401.125 410.21875 L 401.511719 410.367188 L 401.894531 410.511719 L 402.28125 410.65625 L 402.664062 410.796875 L 403.046875 410.933594 L 403.433594 411.070312 L 403.816406 411.199219 L 404.203125 411.332031 L 404.96875 411.582031 L 405.355469 411.703125 L 405.738281 411.824219 L 406.125 411.941406 L 406.890625 412.167969 L 407.277344 412.277344 L 407.660156 412.386719 L 408.046875 412.492188 L 408.8125 412.695312 L 409.199219 412.796875 L 409.582031 412.894531 L 409.96875 412.988281 L 410.351562 413.082031 L 410.738281 413.171875 L 411.121094 413.261719 L 411.503906 413.347656 L 411.890625 413.433594 L 412.273438 413.519531 L 412.660156 413.597656 L 413.042969 413.679688 L 413.425781 413.757812 L 413.8125 413.835938 L 414.195312 413.910156 L 414.582031 413.984375 L 415.347656 414.125 L 415.734375 414.191406 L 416.117188 414.261719 L 416.503906 414.324219 L 416.886719 414.390625 L 417.269531 414.453125 L 417.65625 414.515625 L 418.039062 414.574219 L 418.425781 414.632812 L 418.808594 414.691406 L 419.191406 414.746094 L 419.578125 414.800781 L 419.960938 414.855469 L 420.347656 414.90625 L 421.113281 415.007812 L 421.5 415.054688 L 421.882812 415.101562 L 422.269531 415.148438 L 422.652344 415.195312 L 423.035156 415.238281 L 423.421875 415.28125 L 423.804688 415.324219 L 424.191406 415.367188 L 424.957031 415.445312 L 425.34375 415.484375 L 425.726562 415.523438 L 426.113281 415.558594 L 426.878906 415.628906 L 427.265625 415.664062 L 427.648438 415.695312 L 428.035156 415.726562 L 428.417969 415.761719 L 428.800781 415.789062 L 429.1875 415.820312 L 429.570312 415.851562 L 429.957031 415.878906 L 430.722656 415.933594 L 431.109375 415.960938 L 431.492188 415.988281 L 431.878906 416.011719 L 432.261719 416.035156 L 432.644531 416.0625 L 433.03125 416.082031 L 433.414062 416.105469 L 433.800781 416.128906 L 434.183594 416.152344 L 434.566406 416.171875 L 434.953125 416.191406 L 435.335938 416.210938 L 435.722656 416.230469 L 436.488281 416.269531 L 436.875 416.289062 L 437.257812 416.304688 L 437.644531 416.324219 L 438.410156 416.355469 L 438.796875 416.371094 L 439.179688 416.386719 L 439.566406 416.402344 L 439.949219 416.417969 L 440.332031 416.429688 L 440.71875 416.445312 L 441.101562 416.457031 L 441.488281 416.472656 L 442.253906 416.496094 L 442.640625 416.507812 L 443.023438 416.519531 L 443.410156 416.53125 L 443.792969 416.542969 L 444.179688 416.554688 L 444.5625 416.566406 L 444.945312 416.574219 L 445.332031 416.585938 L 445.714844 416.59375 L 446.101562 416.605469 L 446.867188 416.621094 L 447.253906 416.632812 L 447.636719 416.640625 L 448.023438 416.648438 L 448.789062 416.664062 L 449.175781 416.671875 L 449.558594 416.679688 L 449.945312 416.683594 L 450.710938 416.699219 L 451.097656 416.707031 L 451.480469 416.710938 L 451.867188 416.71875 L 452.25 416.722656 L 452.632812 416.730469 L 453.019531 416.734375 L 453.402344 416.742188 L 453.789062 416.746094 L 454.171875 416.75 L 454.554688 416.757812 L 454.941406 416.761719 L 455.324219 416.765625 L 455.710938 416.769531 L 456.09375 416.777344 L 456.476562 416.78125 L 456.863281 416.785156 L 457.246094 416.789062 L 457.632812 416.792969 L 458.398438 416.800781 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 59.039062 416.914062 L 59.039062 71.886719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 59.039062 416.914062 L 51.839844 416.914062 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 59.039062 330.65625 L 51.839844 330.65625 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 59.039062 244.398438 L 51.839844 244.398438 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 59.039062 158.140625 L 51.839844 158.140625 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 59.039062 71.886719 L 51.839844 71.886719 \"/>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph0-1\" x=\"43.199219\" y=\"425.601562\"/>\n",
" <use xlink:href=\"#glyph0-2\" x=\"43.199219\" y=\"418.649658\"/>\n",
" <use xlink:href=\"#glyph0-1\" x=\"43.199219\" y=\"415.176758\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph0-1\" x=\"43.199219\" y=\"339.34375\"/>\n",
" <use xlink:href=\"#glyph0-2\" x=\"43.199219\" y=\"332.391846\"/>\n",
" <use xlink:href=\"#glyph0-3\" x=\"43.199219\" y=\"328.918945\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph0-1\" x=\"43.199219\" y=\"253.085938\"/>\n",
" <use xlink:href=\"#glyph0-2\" x=\"43.199219\" y=\"246.134033\"/>\n",
" <use xlink:href=\"#glyph0-4\" x=\"43.199219\" y=\"242.661133\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph0-1\" x=\"43.199219\" y=\"166.828125\"/>\n",
" <use xlink:href=\"#glyph0-2\" x=\"43.199219\" y=\"159.876221\"/>\n",
" <use xlink:href=\"#glyph0-5\" x=\"43.199219\" y=\"156.40332\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph0-1\" x=\"43.199219\" y=\"80.574219\"/>\n",
" <use xlink:href=\"#glyph0-2\" x=\"43.199219\" y=\"73.622314\"/>\n",
" <use xlink:href=\"#glyph0-6\" x=\"43.199219\" y=\"70.149414\"/>\n",
"</g>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 59.039062 430.558594 L 473.761719 430.558594 L 473.761719 59.039062 L 59.039062 59.039062 L 59.039062 430.558594 \"/>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph1-1\" x=\"159.515625\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-2\" x=\"170.280441\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-3\" x=\"173.592133\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-4\" x=\"181.045258\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-5\" x=\"185.186691\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-2\" x=\"190.150589\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-6\" x=\"193.46228\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-7\" x=\"201.752426\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-2\" x=\"210.042572\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-8\" x=\"213.354263\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-9\" x=\"220.807388\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-10\" x=\"229.097534\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-11\" x=\"237.38768\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-12\" x=\"241.529114\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-10\" x=\"249.81926\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-5\" x=\"258.109406\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-13\" x=\"263.073303\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-14\" x=\"275.490326\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-15\" x=\"283.780472\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-11\" x=\"287.092163\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-16\" x=\"291.233597\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-14\" x=\"299.523743\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-17\" x=\"307.813889\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-5\" x=\"316.104034\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-10\" x=\"321.067932\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-12\" x=\"329.358078\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-2\" x=\"337.648224\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-18\" x=\"340.959915\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-14\" x=\"348.41304\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-17\" x=\"356.703186\" y=\"34.863281\"/>\n",
" <use xlink:href=\"#glyph1-14\" x=\"364.993332\" y=\"34.863281\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-1\" x=\"209.0625\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-2\" x=\"217.399902\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-3\" x=\"224.351807\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-4\" x=\"228.514404\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-5\" x=\"231.291504\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-6\" x=\"238.243408\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-7\" x=\"244.493408\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-8\" x=\"251.445312\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-9\" x=\"254.222412\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-10\" x=\"257.695312\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-7\" x=\"264.647217\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-11\" x=\"271.599121\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-7\" x=\"278.551025\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-12\" x=\"285.50293\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-10\" x=\"292.454834\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-7\" x=\"299.406738\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-12\" x=\"306.358643\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-13\" x=\"313.310547\" y=\"486.71875\"/>\n",
" <use xlink:href=\"#glyph2-7\" x=\"316.783447\" y=\"486.71875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph0-7\" x=\"14.398438\" y=\"257.652344\"/>\n",
" <use xlink:href=\"#glyph0-8\" x=\"14.398438\" y=\"250.016846\"/>\n",
" <use xlink:href=\"#glyph0-9\" x=\"14.398438\" y=\"245.854248\"/>\n",
" <use xlink:href=\"#glyph0-10\" x=\"14.398438\" y=\"238.902344\"/>\n",
"</g>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 74.398438 430.558594 L 458.398438 430.558594 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 74.398438 430.558594 L 74.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 122.398438 430.558594 L 122.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 170.398438 430.558594 L 170.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 218.398438 430.558594 L 218.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 266.398438 430.558594 L 266.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 314.398438 430.558594 L 314.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 362.398438 430.558594 L 362.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 410.398438 430.558594 L 410.398438 437.761719 \"/>\n",
"<path style=\"fill:none;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 458.398438 430.558594 L 458.398438 437.761719 \"/>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-14\" x=\"68.839844\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-15\" x=\"73.002441\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-14\" x=\"116.839844\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-16\" x=\"121.002441\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-14\" x=\"164.839844\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-17\" x=\"169.002441\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-14\" x=\"212.839844\" y=\"457.921875\"/>\n",
" <use xlink:href=\"#glyph2-18\" x=\"217.002441\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-19\" x=\"262.921875\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-18\" x=\"310.921875\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-17\" x=\"358.921875\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-16\" x=\"406.921875\" y=\"457.921875\"/>\n",
"</g>\n",
"<g style=\"fill:rgb(0%,0%,0%);fill-opacity:1;\">\n",
" <use xlink:href=\"#glyph2-15\" x=\"454.921875\" y=\"457.921875\"/>\n",
"</g>\n",
"<path style=\"fill-rule:nonzero;fill:rgb(100%,0%,0%);fill-opacity:1;stroke-width:1;stroke-linecap:round;stroke-linejoin:round;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 274.746094 416.914062 L 275.046875 78.339844 L 275.433594 78.835938 L 275.816406 79.355469 L 276.203125 79.898438 L 276.585938 80.460938 L 276.96875 81.042969 L 277.355469 81.644531 L 277.738281 82.265625 L 278.125 82.910156 L 278.507812 83.574219 L 278.890625 84.257812 L 279.277344 84.960938 L 279.660156 85.683594 L 280.046875 86.425781 L 280.429688 87.1875 L 280.8125 87.96875 L 281.199219 88.769531 L 281.582031 89.589844 L 281.96875 90.429688 L 282.351562 91.285156 L 282.738281 92.160156 L 283.121094 93.054688 L 283.503906 93.96875 L 283.890625 94.898438 L 284.273438 95.847656 L 284.660156 96.8125 L 285.042969 97.796875 L 285.425781 98.796875 L 285.8125 99.816406 L 286.195312 100.851562 L 286.582031 101.902344 L 286.964844 102.972656 L 287.347656 104.058594 L 287.734375 105.160156 L 288.117188 106.277344 L 288.503906 107.410156 L 288.886719 108.558594 L 289.269531 109.722656 L 289.65625 110.902344 L 290.039062 112.097656 L 290.425781 113.308594 L 290.808594 114.53125 L 291.191406 115.769531 L 291.578125 117.023438 L 291.960938 118.289062 L 292.347656 119.570312 L 292.730469 120.863281 L 293.113281 122.171875 L 293.5 123.492188 L 293.882812 124.824219 L 294.269531 126.171875 L 294.652344 127.527344 L 295.035156 128.898438 L 295.421875 130.28125 L 295.804688 131.671875 L 296.191406 133.078125 L 296.574219 134.496094 L 296.957031 135.921875 L 297.34375 137.359375 L 297.726562 138.808594 L 298.113281 140.265625 L 298.496094 141.734375 L 298.878906 143.214844 L 299.265625 144.703125 L 299.648438 146.199219 L 300.035156 147.703125 L 300.417969 149.21875 L 300.800781 150.742188 L 301.1875 152.273438 L 301.570312 153.816406 L 301.957031 155.363281 L 302.339844 156.917969 L 302.722656 158.480469 L 303.109375 160.050781 L 303.492188 161.625 L 303.878906 163.210938 L 304.261719 164.800781 L 304.644531 166.394531 L 305.03125 167.996094 L 305.414062 169.601562 L 305.800781 171.214844 L 306.183594 172.832031 L 306.566406 174.457031 L 306.953125 176.082031 L 307.335938 177.714844 L 307.722656 179.351562 L 308.105469 180.988281 L 308.488281 182.632812 L 308.875 184.28125 L 309.257812 185.929688 L 309.644531 187.582031 L 310.027344 189.238281 L 310.410156 190.898438 L 310.796875 192.558594 L 311.179688 194.21875 L 311.566406 195.886719 L 311.949219 197.550781 L 312.332031 199.21875 L 312.71875 200.886719 L 313.101562 202.558594 L 313.488281 204.226562 L 314.253906 207.570312 L 314.640625 209.242188 L 315.023438 210.914062 L 315.410156 212.585938 L 315.792969 214.253906 L 316.179688 215.925781 L 316.945312 219.261719 L 317.332031 220.925781 L 317.714844 222.589844 L 318.101562 224.253906 L 318.867188 227.574219 L 319.253906 229.230469 L 319.636719 230.882812 L 320.023438 232.535156 L 320.40625 234.179688 L 320.789062 235.828125 L 321.175781 237.46875 L 321.558594 239.105469 L 321.945312 240.742188 L 322.328125 242.371094 L 322.710938 243.996094 L 323.097656 245.621094 L 323.480469 247.238281 L 323.867188 248.851562 L 324.25 250.460938 L 324.632812 252.0625 L 325.019531 253.664062 L 325.402344 255.257812 L 325.789062 256.847656 L 326.171875 258.429688 L 326.554688 260.007812 L 326.941406 261.578125 L 327.324219 263.144531 L 327.710938 264.703125 L 328.09375 266.257812 L 328.476562 267.804688 L 328.863281 269.347656 L 329.246094 270.882812 L 329.632812 272.410156 L 330.015625 273.929688 L 330.398438 275.445312 L 330.785156 276.953125 L 331.167969 278.449219 L 331.554688 279.945312 L 331.9375 281.429688 L 332.320312 282.90625 L 332.707031 284.375 L 333.089844 285.839844 L 333.476562 287.292969 L 333.859375 288.738281 L 334.242188 290.179688 L 334.628906 291.609375 L 335.011719 293.03125 L 335.398438 294.445312 L 335.78125 295.851562 L 336.164062 297.246094 L 336.550781 298.636719 L 336.933594 300.015625 L 337.320312 301.386719 L 337.703125 302.75 L 338.085938 304.101562 L 338.472656 305.449219 L 338.855469 306.785156 L 339.242188 308.109375 L 339.625 309.429688 L 340.007812 310.738281 L 340.394531 312.035156 L 340.777344 313.328125 L 341.164062 314.605469 L 341.546875 315.878906 L 341.929688 317.140625 L 342.316406 318.394531 L 342.699219 319.636719 L 343.085938 320.871094 L 343.46875 322.09375 L 343.851562 323.308594 L 344.238281 324.511719 L 344.621094 325.707031 L 345.007812 326.894531 L 345.390625 328.070312 L 345.773438 329.234375 L 346.160156 330.390625 L 346.542969 331.539062 L 346.929688 332.675781 L 347.3125 333.800781 L 347.699219 334.917969 L 348.082031 336.023438 L 348.464844 337.121094 L 348.851562 338.210938 L 349.234375 339.289062 L 349.621094 340.355469 L 350.003906 341.414062 L 350.386719 342.460938 L 350.773438 343.5 L 351.15625 344.527344 L 351.542969 345.546875 L 351.925781 346.554688 L 352.308594 347.554688 L 352.695312 348.542969 L 353.078125 349.523438 L 353.464844 350.492188 L 353.847656 351.453125 L 354.230469 352.402344 L 354.617188 353.34375 L 355 354.273438 L 355.386719 355.195312 L 355.769531 356.109375 L 356.152344 357.007812 L 356.539062 357.902344 L 356.921875 358.785156 L 357.308594 359.65625 L 357.691406 360.519531 L 358.074219 361.375 L 358.460938 362.21875 L 358.84375 363.054688 L 359.230469 363.882812 L 359.613281 364.699219 L 359.996094 365.503906 L 360.382812 366.304688 L 360.765625 367.09375 L 361.152344 367.871094 L 361.535156 368.644531 L 361.917969 369.40625 L 362.304688 370.15625 L 362.6875 370.902344 L 363.074219 371.636719 L 363.457031 372.363281 L 363.839844 373.078125 L 364.226562 373.785156 L 364.609375 374.488281 L 364.996094 375.175781 L 365.378906 375.859375 L 365.761719 376.53125 L 366.148438 377.199219 L 366.53125 377.855469 L 366.917969 378.503906 L 367.300781 379.144531 L 367.683594 379.773438 L 368.070312 380.398438 L 368.453125 381.015625 L 368.839844 381.621094 L 369.222656 382.21875 L 369.605469 382.8125 L 369.992188 383.394531 L 370.375 383.96875 L 370.761719 384.539062 L 371.144531 385.097656 L 371.527344 385.648438 L 371.914062 386.195312 L 372.296875 386.730469 L 372.683594 387.261719 L 373.066406 387.78125 L 373.449219 388.296875 L 373.835938 388.804688 L 374.21875 389.304688 L 374.605469 389.796875 L 374.988281 390.285156 L 375.371094 390.761719 L 375.757812 391.234375 L 376.140625 391.699219 L 376.527344 392.160156 L 376.910156 392.609375 L 377.292969 393.054688 L 377.679688 393.492188 L 378.0625 393.925781 L 378.449219 394.351562 L 378.832031 394.769531 L 379.21875 395.179688 L 379.601562 395.585938 L 379.984375 395.988281 L 380.371094 396.378906 L 380.753906 396.765625 L 381.140625 397.148438 L 381.523438 397.523438 L 381.90625 397.894531 L 382.292969 398.257812 L 382.675781 398.613281 L 383.0625 398.96875 L 383.828125 399.65625 L 384.214844 399.988281 L 384.597656 400.320312 L 384.984375 400.644531 L 385.367188 400.964844 L 385.75 401.277344 L 386.136719 401.585938 L 386.519531 401.890625 L 386.90625 402.1875 L 387.289062 402.484375 L 387.671875 402.769531 L 388.058594 403.054688 L 388.441406 403.332031 L 388.828125 403.609375 L 389.210938 403.878906 L 389.59375 404.140625 L 389.980469 404.402344 L 390.363281 404.65625 L 390.75 404.910156 L 391.132812 405.15625 L 391.515625 405.398438 L 391.902344 405.636719 L 392.285156 405.871094 L 392.671875 406.101562 L 393.054688 406.328125 L 393.4375 406.546875 L 393.824219 406.765625 L 394.207031 406.980469 L 394.59375 407.191406 L 395.359375 407.597656 L 395.746094 407.796875 L 396.128906 407.992188 L 396.515625 408.183594 L 396.898438 408.371094 L 397.28125 408.554688 L 397.667969 408.734375 L 398.050781 408.914062 L 398.4375 409.085938 L 398.820312 409.257812 L 399.203125 409.425781 L 399.589844 409.589844 L 399.972656 409.75 L 400.359375 409.910156 L 400.742188 410.066406 L 401.125 410.21875 L 401.511719 410.367188 L 401.894531 410.511719 L 402.28125 410.65625 L 402.664062 410.796875 L 403.046875 410.933594 L 403.433594 411.070312 L 403.816406 411.199219 L 404.203125 411.332031 L 404.96875 411.582031 L 405.355469 411.703125 L 405.738281 411.824219 L 406.125 411.941406 L 406.890625 412.167969 L 407.277344 412.277344 L 407.660156 412.386719 L 408.046875 412.492188 L 408.8125 412.695312 L 409.199219 412.796875 L 409.582031 412.894531 L 409.96875 412.988281 L 410.351562 413.082031 L 410.738281 413.171875 L 411.121094 413.261719 L 411.503906 413.347656 L 411.890625 413.433594 L 412.273438 413.519531 L 412.660156 413.597656 L 413.042969 413.679688 L 413.425781 413.757812 L 413.8125 413.835938 L 414.195312 413.910156 L 414.582031 413.984375 L 415.347656 414.125 L 415.734375 414.191406 L 416.117188 414.261719 L 416.503906 414.324219 L 416.886719 414.390625 L 417.269531 414.453125 L 417.65625 414.515625 L 418.039062 414.574219 L 418.425781 414.632812 L 418.808594 414.691406 L 419.191406 414.746094 L 419.578125 414.800781 L 419.960938 414.855469 L 420.347656 414.90625 L 421.113281 415.007812 L 421.5 415.054688 L 421.882812 415.101562 L 422.269531 415.148438 L 422.652344 415.195312 L 423.035156 415.238281 L 423.421875 415.28125 L 423.804688 415.324219 L 424.191406 415.367188 L 424.957031 415.445312 L 425.34375 415.484375 L 425.726562 415.523438 L 426.113281 415.558594 L 426.878906 415.628906 L 427.265625 415.664062 L 427.648438 415.695312 L 428.035156 415.726562 L 428.417969 415.761719 L 428.800781 415.789062 L 429.1875 415.820312 L 429.570312 415.851562 L 429.957031 415.878906 L 430.722656 415.933594 L 431.109375 415.960938 L 431.492188 415.988281 L 431.878906 416.011719 L 432.261719 416.035156 L 432.644531 416.0625 L 433.03125 416.082031 L 433.414062 416.105469 L 433.800781 416.128906 L 434.183594 416.152344 L 434.566406 416.171875 L 434.953125 416.191406 L 435.335938 416.210938 L 435.722656 416.230469 L 436.488281 416.269531 L 436.875 416.289062 L 437.257812 416.304688 L 437.644531 416.324219 L 438.410156 416.355469 L 438.796875 416.371094 L 439.179688 416.386719 L 439.566406 416.402344 L 439.949219 416.417969 L 440.332031 416.429688 L 440.71875 416.445312 L 441.101562 416.457031 L 441.488281 416.472656 L 442.253906 416.496094 L 442.640625 416.507812 L 443.023438 416.519531 L 443.410156 416.53125 L 443.792969 416.542969 L 444.179688 416.554688 L 444.5625 416.566406 L 444.945312 416.574219 L 445.332031 416.585938 L 445.714844 416.59375 L 446.101562 416.605469 L 446.867188 416.621094 L 447.253906 416.632812 L 447.636719 416.640625 L 448.023438 416.648438 L 448.789062 416.664062 L 449.175781 416.671875 L 449.558594 416.679688 L 449.945312 416.683594 L 450.710938 416.699219 L 451.097656 416.707031 L 451.480469 416.710938 L 451.867188 416.71875 L 452.25 416.722656 L 452.632812 416.730469 L 453.019531 416.734375 L 453.402344 416.742188 L 453.789062 416.746094 L 454.171875 416.75 L 454.554688 416.757812 L 454.941406 416.761719 L 455.324219 416.765625 L 455.710938 416.769531 L 456.09375 416.777344 L 456.476562 416.78125 L 456.863281 416.785156 L 457.246094 416.789062 L 457.632812 416.792969 L 458.398438 416.800781 L 458.398438 416.914062 Z \"/>\n",
"</g>\n",
"</svg>\n"
],
"text/plain": [
"Plot with title “Distribuição normal padronizada”"
]
},
"metadata": {
"image/svg+xml": {
"isolated": true
}
},
"output_type": "display_data"
}
],
"source": [
"# Visualizando distribuição normal padronizada\n",
"#graphics.off()\n",
"plot(xZ, fnZ, type = 'l', main = \"Distribuição normal padronizada\", xlab = \"Variável dependente\", ylab = \"Freq\", xaxt='n')\n",
"xtick <- seq(-4,4,1)\n",
"axis(1, at = xtick)\n",
"\n",
"# Obtendo o indice da região com maior que o valor crítico\n",
"ipZ <- xZ > z\n",
"\n",
"# Preenchendo a área sob a curva\n",
"polygon(c(z,xZ[ipZ],4),c(0,fnZ[ipZ],0), col = \"red\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Intervalo de confiança\n",
"Na maioria das situações não é possível obter os parâmetros da população e temos de usar estimativas de amostras extraídas desta população. De fato, na maioria dos casos de apenas uma única amostra. Uma questão óbvia que surge quando realizamos uma pesquisa é qual é o tamanho da amostra? A resposta mais usada é quanto mais melhor. Vamos entender qual é a associação entre o tamanho da amostra e a validade da estatística inferencial.\n",
"\n",
"Suponha que você esteja interessado em saber qual é o comprimento médio das pernas da população de São Bernardo do Campo que está por volta de 817 mil habitantes. Obviamente, você não vai medir todos os habitantes mas provavelmente obter as medidas de uma amostra desta população. Então a média desta amostra é chamada de estimativa pontual, ou seja, é o valor que estima o parâmetro da população.\n",
"\n",
"A pergunta seguinte é \"Quão boa é esta estimativa?\"\n",
"\n",
"Infelizmente, é impossível saber com exatidão quão perto esta estimativa pontual está do verdadeiro parâmetro da população. Portanto, os estatísticos preferem estimar o intervalo ao invés de um ponto. \n",
"\n",
"O grau de confiança de um intervalo estimado é a probabilidade que este intervalo inclua o verdadeiro parâmetro (ex. a média da população) e considerando que uma amostra grande seja usada e que o processo para obter a estimativa do parâmetro sejam repetidas. Portanto, o intervalo de confiança é usada para indicar a precisão da estimativa obtida pela amostra.\n",
"\n",
"\n",
"Por exemplo, suponha que você obtenha a média de 100 habitantes escolhidos aleatoriamente de SBC. Se você repetir este processo 30 vezes, você vai obter um distribuição das médias destas amostras que muito provavelmente terá distribuição normal."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Intervalo de confiança para sigma conhecido\n",
"\n",
"$$ \\left[\\bar{x} - Z_{\\alpha/2}\\:\\sigma/\\sqrt{n},\\quad \\bar{x} + Z_{\\alpha/2}\\:\\sigma/\\sqrt{n}\\right] $$\n",
"\n",
"\n",
"O termo $Z_{\\alpha/2}\\:\\sigma/\\sqrt{n}$ também é conhecido como **margem de erro da média** e representa o máximo erro da estimativa ou a máxima diferença entre o ponto estimado pela amostra e o valor real do parâmetro.\n",
"\n",
"Exemplo retirado do livro do Bluman\n",
"\n",
"A survey of 30 emergency room patients found that the average waiting time for treatment\n",
"was 174.3 minutes. Assuming that the population standard deviation is 46.5 minutes, find the\n",
"best point estimate of the population mean and the 99% confidence of the population mean"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": [
"2.5758293035489"
],
"text/latex": [
"2.5758293035489"
],
"text/markdown": [
"2.5758293035489"
],
"text/plain": [
"[1] 2.575829"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"m <- 174.3 # média da amostra\n",
"sigma <- 46.5 # desvio padrão da população\n",
"n <- 30 # tamanho da amostra\n",
"\n",
"# Obtendo Z para alpha/2\n",
"alpha <- 0.01\n",
"Zalpha <- qnorm(1-alpha/2, mean = 0, sd = 1)\n",
"Zalpha"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": [
"<ol class=list-inline>\n",
"\t<li>152.4</li>\n",
"\t<li>196.2</li>\n",
"</ol>\n"
],
"text/latex": [
"\\begin{enumerate*}\n",
"\\item 152.4\n",
"\\item 196.2\n",
"\\end{enumerate*}\n"
],
"text/markdown": [
"1. 152.4\n",
"2. 196.2\n",
"\n",
"\n"
],
"text/plain": [
"[1] 152.4 196.2"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Intervalo de confiança de 99%\n",
"ic99 <- m + (Zalpha*(sigma/sqrt(n)))*c(-1,1)\n",
"round(ic99, digits = 1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Portanto, podemos ser 99% confiantes que a média do tempo de espera para o tratamento está entre 152.4 a 196.2 minutos."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Intervalo de confiança para sigma desconhecido\n",
"\n",
"Na maioria dos casos não é possível conhecer a variância da população e, portanto, é necessário usar o desvio padrão da amostra. Nestes casos não é possível usar a distribuição Z, principalmente quando a amostra é pequena. Então usamos uma outra família de distribuição conhecida como distribuição Student t. Na prática, a distribuição t vai levar em conta o tamanho da amostra e ajustar os valores de probabilidade para aumentar o intervalo de confiança.\n",
"\n",
"O cálculo do intervalo de confiança para estes casos é feito da seguinte forma.\n",
"\n",
"$$ \\left[\\bar{x} - T_{n-1}\\:s/\\sqrt{n},\\quad \\bar{x} + T_{n-1}\\:s/\\sqrt{n}\\right] $$\n",
"\n",
"Onde s é o desvio padrão da amostra. Como a distribuição T leva em conta os graus de liberdade, o tamanho da amostra deve ser informado.\n",
"\n",
"Exemplo\n",
"\n",
"Ten randomly selected people were asked how long they slept at night. The mean time\n",
"was 7.1 hours, and the standard deviation was 0.78 hour. Find the 95% confidence\n",
"interval of the mean time. Assume the variable is normally distributed."
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": [
"<ol class=list-inline>\n",
"\t<li>6.54</li>\n",
"\t<li>7.66</li>\n",
"</ol>\n"
],
"text/latex": [
"\\begin{enumerate*}\n",
"\\item 6.54\n",
"\\item 7.66\n",
"\\end{enumerate*}\n"
],
"text/markdown": [
"1. 6.54\n",
"2. 7.66\n",
"\n",
"\n"
],
"text/plain": [
"[1] 6.54 7.66"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Calculando o intervalo de confiança\n",
"m <- 7.1 # média da amostra\n",
"sd <- 0.78 # desvio padrão da amostra\n",
"alpha <- 1-0.95\n",
"n <- 10 # tamanho da amostra\n",
"df <- n - 1 # degrees of freedom\n",
"\n",
"tAlpha <- qt(1-alpha/2,df) # valor critico\n",
"\n",
"icT95 <- m + (tAlpha*(sd/sqrt(n)))*c(-1,1)\n",
"round(icT95, digits = 2)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Therefore, one can be 95% confident that the population mean is between 6.54 and\n",
"7.66 inches."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Tamanho da amostra\n",
"Uma pergunta constante em estatística e pesquisa em geral é \"qual é o tamanho da amostra para que eu tenha uma estimativa exata de um parâmetro?\"\n",
"\n",
"Para isto é necessário saber:\n",
"* o quanto a sua estimativa pode estar distante do valor desejado (1, 2, 3 unidades)\n",
"* quão confiante você pretende ser com esta estimativa\n",
"\n",
"Então será necessário informações a respeito da margem de erro, do desvio padrão da população e do grau de confiança.\n",
"\n",
"O cálculo amostral pode ser feito a partir da margem de erro\n",
"\n",
"$$E = Z_{\\alpha/2}\\:\\sigma/\\sqrt{n}$$\n",
"\n",
"Rearranjando obtemos\n",
"\n",
"$$n = \\left(Z_{\\alpha/2}\\:\\sigma/E \\right)^2 $$"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Exemplo:\n",
"\n",
"A scientist wishes to estimate the average depth of a river. He wants to be 99%\n",
"confident that the estimate is accurate within 2 feet. From a previous study, the standard\n",
"deviation of the depths measured was 4.33 feet."
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": [
"32"
],
"text/latex": [
"32"
],
"text/markdown": [
"32"
],
"text/plain": [
"[1] 32"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"E <- 2 # margem de erro\n",
"sigma <- 4.33 # standard deviation\n",
"alpha <- 1-0.99\n",
"\n",
"# Z-score\n",
"zAlpha <- qnorm(1-alpha/2, mean = 0, sd = 1)\n",
"\n",
"# Sample size\n",
"n <- ((zAlpha*sigma)/E)^2\n",
"ceiling(n)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Therefore, to be 99% confident that the estimate is within 2 feet of the true mean depth, the scientist needs at least a sample of 32 measurements. "
]
}
],
"metadata": {
"kernelspec": {
"display_name": "R",
"language": "R",
"name": "ir"
},
"language_info": {
"codemirror_mode": "r",
"file_extension": ".r",
"mimetype": "text/x-r-source",
"name": "R",
"pygments_lexer": "r",
"version": "3.3.0"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment