{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "toc": true
   },
   "source": [
    "<h1>Table of Contents<span class=\"tocSkip\"></span></h1>\n",
    "<div class=\"toc\"><ul class=\"toc-item\"><li><span><a href=\"#Basic-Plots\" data-toc-modified-id=\"Basic-Plots-1\"><span class=\"toc-item-num\">1&nbsp;&nbsp;</span>Basic Plots</a></span></li><li><span><a href=\"#Scatter-(2D)-plots\" data-toc-modified-id=\"Scatter-(2D)-plots-2\"><span class=\"toc-item-num\">2&nbsp;&nbsp;</span>Scatter (2D) plots</a></span><ul class=\"toc-item\"><li><span><a href=\"#Simple-scatter-with-colors\" data-toc-modified-id=\"Simple-scatter-with-colors-2.1\"><span class=\"toc-item-num\">2.1&nbsp;&nbsp;</span>Simple scatter with colors</a></span></li><li><span><a href=\"#Scatter-plot-with-colors-and-symbols\" data-toc-modified-id=\"Scatter-plot-with-colors-and-symbols-2.2\"><span class=\"toc-item-num\">2.2&nbsp;&nbsp;</span>Scatter plot with colors and symbols</a></span></li></ul></li><li><span><a href=\"#Seaborn\" data-toc-modified-id=\"Seaborn-3\"><span class=\"toc-item-num\">3&nbsp;&nbsp;</span>Seaborn</a></span><ul class=\"toc-item\"><li><span><a href=\"#Boxplot\" data-toc-modified-id=\"Boxplot-3.1\"><span class=\"toc-item-num\">3.1&nbsp;&nbsp;</span>Boxplot</a></span></li><li><span><a href=\"#Density-Plots\" data-toc-modified-id=\"Density-Plots-3.2\"><span class=\"toc-item-num\">3.2&nbsp;&nbsp;</span>Density Plots</a></span></li><li><span><a href=\"#Violin-plot(distribution)\" data-toc-modified-id=\"Violin-plot(distribution)-3.3\"><span class=\"toc-item-num\">3.3&nbsp;&nbsp;</span>Violin plot(distribution)</a></span></li><li><span><a href=\"#Pairwise-scatter-plots\" data-toc-modified-id=\"Pairwise-scatter-plots-3.4\"><span class=\"toc-item-num\">3.4&nbsp;&nbsp;</span>Pairwise scatter plots</a></span></li></ul></li></ul></div>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import seaborn as sns\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Basic Plots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
       "<svg height=\"248.518125pt\" version=\"1.1\" viewBox=\"0 0 386.845313 248.518125\" width=\"386.845313pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">\r\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
       "  </style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 248.518125 \r\n",
       "L 386.845313 248.518125 \r\n",
       "L 386.845313 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 44.845313 224.64 \r\n",
       "L 379.645313 224.64 \r\n",
       "L 379.645313 7.2 \r\n",
       "L 44.845313 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"mdfbd20a570\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"60.063494\" xlink:href=\"#mdfbd20a570\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 31.78125 66.40625 \r\n",
       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
       "Q 16.5 51.421875 16.5 36.375 \r\n",
       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
       "Q 47.125 21.390625 47.125 36.375 \r\n",
       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
       "z\r\n",
       "M 31.78125 74.21875 \r\n",
       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-48\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(56.882244 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"120.936222\" xlink:href=\"#mdfbd20a570\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 2 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 19.1875 8.296875 \r\n",
       "L 53.609375 8.296875 \r\n",
       "L 53.609375 0 \r\n",
       "L 7.328125 0 \r\n",
       "L 7.328125 8.296875 \r\n",
       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
       "L 7.8125 69.390625 \r\n",
       "Q 13.765625 71.78125 18.9375 73 \r\n",
       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-50\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(117.754972 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"181.808949\" xlink:href=\"#mdfbd20a570\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 4 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 37.796875 64.3125 \r\n",
       "L 12.890625 25.390625 \r\n",
       "L 37.796875 25.390625 \r\n",
       "z\r\n",
       "M 35.203125 72.90625 \r\n",
       "L 47.609375 72.90625 \r\n",
       "L 47.609375 25.390625 \r\n",
       "L 58.015625 25.390625 \r\n",
       "L 58.015625 17.1875 \r\n",
       "L 47.609375 17.1875 \r\n",
       "L 47.609375 0 \r\n",
       "L 37.796875 0 \r\n",
       "L 37.796875 17.1875 \r\n",
       "L 4.890625 17.1875 \r\n",
       "L 4.890625 26.703125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-52\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(178.627699 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"242.681676\" xlink:href=\"#mdfbd20a570\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 6 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 33.015625 40.375 \r\n",
       "Q 26.375 40.375 22.484375 35.828125 \r\n",
       "Q 18.609375 31.296875 18.609375 23.390625 \r\n",
       "Q 18.609375 15.53125 22.484375 10.953125 \r\n",
       "Q 26.375 6.390625 33.015625 6.390625 \r\n",
       "Q 39.65625 6.390625 43.53125 10.953125 \r\n",
       "Q 47.40625 15.53125 47.40625 23.390625 \r\n",
       "Q 47.40625 31.296875 43.53125 35.828125 \r\n",
       "Q 39.65625 40.375 33.015625 40.375 \r\n",
       "z\r\n",
       "M 52.59375 71.296875 \r\n",
       "L 52.59375 62.3125 \r\n",
       "Q 48.875 64.0625 45.09375 64.984375 \r\n",
       "Q 41.3125 65.921875 37.59375 65.921875 \r\n",
       "Q 27.828125 65.921875 22.671875 59.328125 \r\n",
       "Q 17.53125 52.734375 16.796875 39.40625 \r\n",
       "Q 19.671875 43.65625 24.015625 45.921875 \r\n",
       "Q 28.375 48.1875 33.59375 48.1875 \r\n",
       "Q 44.578125 48.1875 50.953125 41.515625 \r\n",
       "Q 57.328125 34.859375 57.328125 23.390625 \r\n",
       "Q 57.328125 12.15625 50.6875 5.359375 \r\n",
       "Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
       "Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
       "Q 6.984375 17.96875 6.984375 36.375 \r\n",
       "Q 6.984375 53.65625 15.1875 63.9375 \r\n",
       "Q 23.390625 74.21875 37.203125 74.21875 \r\n",
       "Q 40.921875 74.21875 44.703125 73.484375 \r\n",
       "Q 48.484375 72.75 52.59375 71.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-54\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(239.500426 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"303.554403\" xlink:href=\"#mdfbd20a570\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 8 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 31.78125 34.625 \r\n",
       "Q 24.75 34.625 20.71875 30.859375 \r\n",
       "Q 16.703125 27.09375 16.703125 20.515625 \r\n",
       "Q 16.703125 13.921875 20.71875 10.15625 \r\n",
       "Q 24.75 6.390625 31.78125 6.390625 \r\n",
       "Q 38.8125 6.390625 42.859375 10.171875 \r\n",
       "Q 46.921875 13.96875 46.921875 20.515625 \r\n",
       "Q 46.921875 27.09375 42.890625 30.859375 \r\n",
       "Q 38.875 34.625 31.78125 34.625 \r\n",
       "z\r\n",
       "M 21.921875 38.8125 \r\n",
       "Q 15.578125 40.375 12.03125 44.71875 \r\n",
       "Q 8.5 49.078125 8.5 55.328125 \r\n",
       "Q 8.5 64.0625 14.71875 69.140625 \r\n",
       "Q 20.953125 74.21875 31.78125 74.21875 \r\n",
       "Q 42.671875 74.21875 48.875 69.140625 \r\n",
       "Q 55.078125 64.0625 55.078125 55.328125 \r\n",
       "Q 55.078125 49.078125 51.53125 44.71875 \r\n",
       "Q 48 40.375 41.703125 38.8125 \r\n",
       "Q 48.828125 37.15625 52.796875 32.3125 \r\n",
       "Q 56.78125 27.484375 56.78125 20.515625 \r\n",
       "Q 56.78125 9.90625 50.3125 4.234375 \r\n",
       "Q 43.84375 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.734375 -1.421875 13.25 4.234375 \r\n",
       "Q 6.78125 9.90625 6.78125 20.515625 \r\n",
       "Q 6.78125 27.484375 10.78125 32.3125 \r\n",
       "Q 14.796875 37.15625 21.921875 38.8125 \r\n",
       "z\r\n",
       "M 18.3125 54.390625 \r\n",
       "Q 18.3125 48.734375 21.84375 45.5625 \r\n",
       "Q 25.390625 42.390625 31.78125 42.390625 \r\n",
       "Q 38.140625 42.390625 41.71875 45.5625 \r\n",
       "Q 45.3125 48.734375 45.3125 54.390625 \r\n",
       "Q 45.3125 60.0625 41.71875 63.234375 \r\n",
       "Q 38.140625 66.40625 31.78125 66.40625 \r\n",
       "Q 25.390625 66.40625 21.84375 63.234375 \r\n",
       "Q 18.3125 60.0625 18.3125 54.390625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-56\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(300.373153 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-56\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_6\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"364.427131\" xlink:href=\"#mdfbd20a570\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 10 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 12.40625 8.296875 \r\n",
       "L 28.515625 8.296875 \r\n",
       "L 28.515625 63.921875 \r\n",
       "L 10.984375 60.40625 \r\n",
       "L 10.984375 69.390625 \r\n",
       "L 28.421875 72.90625 \r\n",
       "L 38.28125 72.90625 \r\n",
       "L 38.28125 8.296875 \r\n",
       "L 54.390625 8.296875 \r\n",
       "L 54.390625 0 \r\n",
       "L 12.40625 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-49\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(358.064631 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"mc8d653f73d\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mc8d653f73d\" y=\"214.773315\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- −1.00 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 10.59375 35.5 \r\n",
       "L 73.1875 35.5 \r\n",
       "L 73.1875 27.203125 \r\n",
       "L 10.59375 27.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-8722\"/>\r\n",
       "       <path d=\"M 10.6875 12.40625 \r\n",
       "L 21 12.40625 \r\n",
       "L 21 0 \r\n",
       "L 10.6875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-46\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(7.2 218.572534)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"242.822266\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mc8d653f73d\" y=\"190.038452\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- −0.75 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 8.203125 72.90625 \r\n",
       "L 55.078125 72.90625 \r\n",
       "L 55.078125 68.703125 \r\n",
       "L 28.609375 0 \r\n",
       "L 18.3125 0 \r\n",
       "L 43.21875 64.59375 \r\n",
       "L 8.203125 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-55\"/>\r\n",
       "       <path d=\"M 10.796875 72.90625 \r\n",
       "L 49.515625 72.90625 \r\n",
       "L 49.515625 64.59375 \r\n",
       "L 19.828125 64.59375 \r\n",
       "L 19.828125 46.734375 \r\n",
       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
       "Q 40.625 48.1875 47.75 41.5 \r\n",
       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
       "L 7.71875 11.625 \r\n",
       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
       "Q 45.015625 31 40.078125 35.4375 \r\n",
       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-53\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(7.2 193.837671)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "       <use x=\"242.822266\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mc8d653f73d\" y=\"165.30359\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- −0.50 -->\r\n",
       "      <g transform=\"translate(7.2 169.102808)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"242.822266\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mc8d653f73d\" y=\"140.568727\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- −0.25 -->\r\n",
       "      <g transform=\"translate(7.2 144.367946)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"242.822266\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_11\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mc8d653f73d\" y=\"115.833864\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- 0.00 -->\r\n",
       "      <g transform=\"translate(15.579688 119.633083)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_12\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mc8d653f73d\" y=\"91.099001\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_12\">\r\n",
       "      <!-- 0.25 -->\r\n",
       "      <g transform=\"translate(15.579688 94.89822)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_7\">\r\n",
       "     <g id=\"line2d_13\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mc8d653f73d\" y=\"66.364138\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_13\">\r\n",
       "      <!-- 0.50 -->\r\n",
       "      <g transform=\"translate(15.579688 70.163357)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_8\">\r\n",
       "     <g id=\"line2d_14\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mc8d653f73d\" y=\"41.629276\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_14\">\r\n",
       "      <!-- 0.75 -->\r\n",
       "      <g transform=\"translate(15.579688 45.428494)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_9\">\r\n",
       "     <g id=\"line2d_15\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mc8d653f73d\" y=\"16.894413\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_15\">\r\n",
       "      <!-- 1.00 -->\r\n",
       "      <g transform=\"translate(15.579688 20.693632)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_16\">\r\n",
       "    <path clip-path=\"url(#pc955800f4f)\" d=\"M 60.063494 115.833864 \r\n",
       "L 66.274997 95.78201 \r\n",
       "L 72.4865 76.562407 \r\n",
       "L 78.698003 58.972764 \r\n",
       "L 84.909505 43.743138 \r\n",
       "L 91.121008 31.505636 \r\n",
       "L 97.332511 22.768173 \r\n",
       "L 103.544014 17.893397 \r\n",
       "L 109.755517 17.083636 \r\n",
       "L 115.967019 20.3725 \r\n",
       "L 122.178522 27.623483 \r\n",
       "L 128.390025 38.535635 \r\n",
       "L 134.601528 52.656046 \r\n",
       "L 140.81303 69.39865 \r\n",
       "L 147.024533 88.068545 \r\n",
       "L 153.236036 107.890839 \r\n",
       "L 159.447539 128.042808 \r\n",
       "L 165.659042 147.688045 \r\n",
       "L 171.870544 166.011176 \r\n",
       "L 178.082047 182.251699 \r\n",
       "L 184.29355 195.735553 \r\n",
       "L 190.505053 205.903091 \r\n",
       "L 196.716556 212.332309 \r\n",
       "L 202.928058 214.756364 \r\n",
       "L 209.139561 213.074644 \r\n",
       "L 215.351064 207.35695 \r\n",
       "L 221.562567 197.840593 \r\n",
       "L 227.774069 184.920552 \r\n",
       "L 233.985572 169.13307 \r\n",
       "L 240.197075 151.133406 \r\n",
       "L 246.408578 131.668637 \r\n",
       "L 252.620081 111.546646 \r\n",
       "L 258.831583 91.602596 \r\n",
       "L 265.043086 72.664264 \r\n",
       "L 271.254589 55.517684 \r\n",
       "L 277.466092 40.874524 \r\n",
       "L 283.677595 29.342549 \r\n",
       "L 289.889097 21.400393 \r\n",
       "L 296.1006 17.377693 \r\n",
       "L 302.312103 17.441413 \r\n",
       "L 308.523606 21.588907 \r\n",
       "L 314.735108 29.648034 \r\n",
       "L 320.946611 41.284301 \r\n",
       "L 327.158114 56.014744 \r\n",
       "L 333.369617 73.227977 \r\n",
       "L 339.58112 92.209565 \r\n",
       "L 345.792622 112.171679 \r\n",
       "L 352.004125 132.285792 \r\n",
       "L 358.215628 151.717069 \r\n",
       "L 364.427131 169.659014 \r\n",
       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 44.845313 224.64 \r\n",
       "L 44.845313 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path d=\"M 379.645313 224.64 \r\n",
       "L 379.645313 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 44.845313 224.64 \r\n",
       "L 379.645313 224.64 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 44.845313 7.2 \r\n",
       "L 379.645313 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"pc955800f4f\">\r\n",
       "   <rect height=\"217.44\" width=\"334.8\" x=\"44.845313\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = np.linspace(0, 10, 50)\n",
    "sines = np.sin(x)\n",
    "\n",
    "plt.plot(x, sines)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
       "<svg height=\"248.518125pt\" version=\"1.1\" viewBox=\"0 0 386.845313 248.518125\" width=\"386.845313pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">\r\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
       "  </style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 248.518125 \r\n",
       "L 386.845313 248.518125 \r\n",
       "L 386.845313 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 44.845313 224.64 \r\n",
       "L 379.645313 224.64 \r\n",
       "L 379.645313 7.2 \r\n",
       "L 44.845313 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"m2433735d57\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"60.063494\" xlink:href=\"#m2433735d57\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 31.78125 66.40625 \r\n",
       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
       "Q 16.5 51.421875 16.5 36.375 \r\n",
       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
       "Q 47.125 21.390625 47.125 36.375 \r\n",
       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
       "z\r\n",
       "M 31.78125 74.21875 \r\n",
       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-48\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(56.882244 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"120.936222\" xlink:href=\"#m2433735d57\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 2 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 19.1875 8.296875 \r\n",
       "L 53.609375 8.296875 \r\n",
       "L 53.609375 0 \r\n",
       "L 7.328125 0 \r\n",
       "L 7.328125 8.296875 \r\n",
       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
       "L 7.8125 69.390625 \r\n",
       "Q 13.765625 71.78125 18.9375 73 \r\n",
       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-50\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(117.754972 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"181.808949\" xlink:href=\"#m2433735d57\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 4 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 37.796875 64.3125 \r\n",
       "L 12.890625 25.390625 \r\n",
       "L 37.796875 25.390625 \r\n",
       "z\r\n",
       "M 35.203125 72.90625 \r\n",
       "L 47.609375 72.90625 \r\n",
       "L 47.609375 25.390625 \r\n",
       "L 58.015625 25.390625 \r\n",
       "L 58.015625 17.1875 \r\n",
       "L 47.609375 17.1875 \r\n",
       "L 47.609375 0 \r\n",
       "L 37.796875 0 \r\n",
       "L 37.796875 17.1875 \r\n",
       "L 4.890625 17.1875 \r\n",
       "L 4.890625 26.703125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-52\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(178.627699 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"242.681676\" xlink:href=\"#m2433735d57\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 6 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 33.015625 40.375 \r\n",
       "Q 26.375 40.375 22.484375 35.828125 \r\n",
       "Q 18.609375 31.296875 18.609375 23.390625 \r\n",
       "Q 18.609375 15.53125 22.484375 10.953125 \r\n",
       "Q 26.375 6.390625 33.015625 6.390625 \r\n",
       "Q 39.65625 6.390625 43.53125 10.953125 \r\n",
       "Q 47.40625 15.53125 47.40625 23.390625 \r\n",
       "Q 47.40625 31.296875 43.53125 35.828125 \r\n",
       "Q 39.65625 40.375 33.015625 40.375 \r\n",
       "z\r\n",
       "M 52.59375 71.296875 \r\n",
       "L 52.59375 62.3125 \r\n",
       "Q 48.875 64.0625 45.09375 64.984375 \r\n",
       "Q 41.3125 65.921875 37.59375 65.921875 \r\n",
       "Q 27.828125 65.921875 22.671875 59.328125 \r\n",
       "Q 17.53125 52.734375 16.796875 39.40625 \r\n",
       "Q 19.671875 43.65625 24.015625 45.921875 \r\n",
       "Q 28.375 48.1875 33.59375 48.1875 \r\n",
       "Q 44.578125 48.1875 50.953125 41.515625 \r\n",
       "Q 57.328125 34.859375 57.328125 23.390625 \r\n",
       "Q 57.328125 12.15625 50.6875 5.359375 \r\n",
       "Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
       "Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
       "Q 6.984375 17.96875 6.984375 36.375 \r\n",
       "Q 6.984375 53.65625 15.1875 63.9375 \r\n",
       "Q 23.390625 74.21875 37.203125 74.21875 \r\n",
       "Q 40.921875 74.21875 44.703125 73.484375 \r\n",
       "Q 48.484375 72.75 52.59375 71.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-54\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(239.500426 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"303.554403\" xlink:href=\"#m2433735d57\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 8 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 31.78125 34.625 \r\n",
       "Q 24.75 34.625 20.71875 30.859375 \r\n",
       "Q 16.703125 27.09375 16.703125 20.515625 \r\n",
       "Q 16.703125 13.921875 20.71875 10.15625 \r\n",
       "Q 24.75 6.390625 31.78125 6.390625 \r\n",
       "Q 38.8125 6.390625 42.859375 10.171875 \r\n",
       "Q 46.921875 13.96875 46.921875 20.515625 \r\n",
       "Q 46.921875 27.09375 42.890625 30.859375 \r\n",
       "Q 38.875 34.625 31.78125 34.625 \r\n",
       "z\r\n",
       "M 21.921875 38.8125 \r\n",
       "Q 15.578125 40.375 12.03125 44.71875 \r\n",
       "Q 8.5 49.078125 8.5 55.328125 \r\n",
       "Q 8.5 64.0625 14.71875 69.140625 \r\n",
       "Q 20.953125 74.21875 31.78125 74.21875 \r\n",
       "Q 42.671875 74.21875 48.875 69.140625 \r\n",
       "Q 55.078125 64.0625 55.078125 55.328125 \r\n",
       "Q 55.078125 49.078125 51.53125 44.71875 \r\n",
       "Q 48 40.375 41.703125 38.8125 \r\n",
       "Q 48.828125 37.15625 52.796875 32.3125 \r\n",
       "Q 56.78125 27.484375 56.78125 20.515625 \r\n",
       "Q 56.78125 9.90625 50.3125 4.234375 \r\n",
       "Q 43.84375 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.734375 -1.421875 13.25 4.234375 \r\n",
       "Q 6.78125 9.90625 6.78125 20.515625 \r\n",
       "Q 6.78125 27.484375 10.78125 32.3125 \r\n",
       "Q 14.796875 37.15625 21.921875 38.8125 \r\n",
       "z\r\n",
       "M 18.3125 54.390625 \r\n",
       "Q 18.3125 48.734375 21.84375 45.5625 \r\n",
       "Q 25.390625 42.390625 31.78125 42.390625 \r\n",
       "Q 38.140625 42.390625 41.71875 45.5625 \r\n",
       "Q 45.3125 48.734375 45.3125 54.390625 \r\n",
       "Q 45.3125 60.0625 41.71875 63.234375 \r\n",
       "Q 38.140625 66.40625 31.78125 66.40625 \r\n",
       "Q 25.390625 66.40625 21.84375 63.234375 \r\n",
       "Q 18.3125 60.0625 18.3125 54.390625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-56\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(300.373153 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-56\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_6\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"364.427131\" xlink:href=\"#m2433735d57\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 10 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 12.40625 8.296875 \r\n",
       "L 28.515625 8.296875 \r\n",
       "L 28.515625 63.921875 \r\n",
       "L 10.984375 60.40625 \r\n",
       "L 10.984375 69.390625 \r\n",
       "L 28.421875 72.90625 \r\n",
       "L 38.28125 72.90625 \r\n",
       "L 38.28125 8.296875 \r\n",
       "L 54.390625 8.296875 \r\n",
       "L 54.390625 0 \r\n",
       "L 12.40625 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-49\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(358.064631 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"m3da94ad40b\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#m3da94ad40b\" y=\"214.773315\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- −1.00 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 10.59375 35.5 \r\n",
       "L 73.1875 35.5 \r\n",
       "L 73.1875 27.203125 \r\n",
       "L 10.59375 27.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-8722\"/>\r\n",
       "       <path d=\"M 10.6875 12.40625 \r\n",
       "L 21 12.40625 \r\n",
       "L 21 0 \r\n",
       "L 10.6875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-46\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(7.2 218.572534)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"242.822266\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#m3da94ad40b\" y=\"190.038452\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- −0.75 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 8.203125 72.90625 \r\n",
       "L 55.078125 72.90625 \r\n",
       "L 55.078125 68.703125 \r\n",
       "L 28.609375 0 \r\n",
       "L 18.3125 0 \r\n",
       "L 43.21875 64.59375 \r\n",
       "L 8.203125 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-55\"/>\r\n",
       "       <path d=\"M 10.796875 72.90625 \r\n",
       "L 49.515625 72.90625 \r\n",
       "L 49.515625 64.59375 \r\n",
       "L 19.828125 64.59375 \r\n",
       "L 19.828125 46.734375 \r\n",
       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
       "Q 40.625 48.1875 47.75 41.5 \r\n",
       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
       "L 7.71875 11.625 \r\n",
       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
       "Q 45.015625 31 40.078125 35.4375 \r\n",
       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-53\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(7.2 193.837671)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "       <use x=\"242.822266\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#m3da94ad40b\" y=\"165.30359\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- −0.50 -->\r\n",
       "      <g transform=\"translate(7.2 169.102808)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"242.822266\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#m3da94ad40b\" y=\"140.568727\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- −0.25 -->\r\n",
       "      <g transform=\"translate(7.2 144.367946)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"242.822266\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_11\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#m3da94ad40b\" y=\"115.833864\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- 0.00 -->\r\n",
       "      <g transform=\"translate(15.579688 119.633083)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_12\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#m3da94ad40b\" y=\"91.099001\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_12\">\r\n",
       "      <!-- 0.25 -->\r\n",
       "      <g transform=\"translate(15.579688 94.89822)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_7\">\r\n",
       "     <g id=\"line2d_13\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#m3da94ad40b\" y=\"66.364138\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_13\">\r\n",
       "      <!-- 0.50 -->\r\n",
       "      <g transform=\"translate(15.579688 70.163357)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_8\">\r\n",
       "     <g id=\"line2d_14\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#m3da94ad40b\" y=\"41.629276\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_14\">\r\n",
       "      <!-- 0.75 -->\r\n",
       "      <g transform=\"translate(15.579688 45.428494)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_9\">\r\n",
       "     <g id=\"line2d_15\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#m3da94ad40b\" y=\"16.894413\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_15\">\r\n",
       "      <!-- 1.00 -->\r\n",
       "      <g transform=\"translate(15.579688 20.693632)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_16\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 3 \r\n",
       "C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
       "C 2.683901 1.55874 3 0.795609 3 0 \r\n",
       "C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
       "C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
       "C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
       "C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
       "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
       "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
       "z\r\n",
       "\" id=\"m26fe1e6738\" style=\"stroke:#1f77b4;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#pf2a77b7365)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"60.063494\" xlink:href=\"#m26fe1e6738\" y=\"115.833864\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"66.274997\" xlink:href=\"#m26fe1e6738\" y=\"95.78201\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"72.4865\" xlink:href=\"#m26fe1e6738\" y=\"76.562407\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"78.698003\" xlink:href=\"#m26fe1e6738\" y=\"58.972764\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"84.909505\" xlink:href=\"#m26fe1e6738\" y=\"43.743138\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"91.121008\" xlink:href=\"#m26fe1e6738\" y=\"31.505636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"97.332511\" xlink:href=\"#m26fe1e6738\" y=\"22.768173\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"103.544014\" xlink:href=\"#m26fe1e6738\" y=\"17.893397\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"109.755517\" xlink:href=\"#m26fe1e6738\" y=\"17.083636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"115.967019\" xlink:href=\"#m26fe1e6738\" y=\"20.3725\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"122.178522\" xlink:href=\"#m26fe1e6738\" y=\"27.623483\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"128.390025\" xlink:href=\"#m26fe1e6738\" y=\"38.535635\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"134.601528\" xlink:href=\"#m26fe1e6738\" y=\"52.656046\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"140.81303\" xlink:href=\"#m26fe1e6738\" y=\"69.39865\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"147.024533\" xlink:href=\"#m26fe1e6738\" y=\"88.068545\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"153.236036\" xlink:href=\"#m26fe1e6738\" y=\"107.890839\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"159.447539\" xlink:href=\"#m26fe1e6738\" y=\"128.042808\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"165.659042\" xlink:href=\"#m26fe1e6738\" y=\"147.688045\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"171.870544\" xlink:href=\"#m26fe1e6738\" y=\"166.011176\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"178.082047\" xlink:href=\"#m26fe1e6738\" y=\"182.251699\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"184.29355\" xlink:href=\"#m26fe1e6738\" y=\"195.735553\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"190.505053\" xlink:href=\"#m26fe1e6738\" y=\"205.903091\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"196.716556\" xlink:href=\"#m26fe1e6738\" y=\"212.332309\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"202.928058\" xlink:href=\"#m26fe1e6738\" y=\"214.756364\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"209.139561\" xlink:href=\"#m26fe1e6738\" y=\"213.074644\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"215.351064\" xlink:href=\"#m26fe1e6738\" y=\"207.35695\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"221.562567\" xlink:href=\"#m26fe1e6738\" y=\"197.840593\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"227.774069\" xlink:href=\"#m26fe1e6738\" y=\"184.920552\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"233.985572\" xlink:href=\"#m26fe1e6738\" y=\"169.13307\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"240.197075\" xlink:href=\"#m26fe1e6738\" y=\"151.133406\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"246.408578\" xlink:href=\"#m26fe1e6738\" y=\"131.668637\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"252.620081\" xlink:href=\"#m26fe1e6738\" y=\"111.546646\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"258.831583\" xlink:href=\"#m26fe1e6738\" y=\"91.602596\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"265.043086\" xlink:href=\"#m26fe1e6738\" y=\"72.664264\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"271.254589\" xlink:href=\"#m26fe1e6738\" y=\"55.517684\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"277.466092\" xlink:href=\"#m26fe1e6738\" y=\"40.874524\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"283.677595\" xlink:href=\"#m26fe1e6738\" y=\"29.342549\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"289.889097\" xlink:href=\"#m26fe1e6738\" y=\"21.400393\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"296.1006\" xlink:href=\"#m26fe1e6738\" y=\"17.377693\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"302.312103\" xlink:href=\"#m26fe1e6738\" y=\"17.441413\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"308.523606\" xlink:href=\"#m26fe1e6738\" y=\"21.588907\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"314.735108\" xlink:href=\"#m26fe1e6738\" y=\"29.648034\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"320.946611\" xlink:href=\"#m26fe1e6738\" y=\"41.284301\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"327.158114\" xlink:href=\"#m26fe1e6738\" y=\"56.014744\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"333.369617\" xlink:href=\"#m26fe1e6738\" y=\"73.227977\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"339.58112\" xlink:href=\"#m26fe1e6738\" y=\"92.209565\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"345.792622\" xlink:href=\"#m26fe1e6738\" y=\"112.171679\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"352.004125\" xlink:href=\"#m26fe1e6738\" y=\"132.285792\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"358.215628\" xlink:href=\"#m26fe1e6738\" y=\"151.717069\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"364.427131\" xlink:href=\"#m26fe1e6738\" y=\"169.659014\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 44.845313 224.64 \r\n",
       "L 44.845313 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path d=\"M 379.645313 224.64 \r\n",
       "L 379.645313 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 44.845313 224.64 \r\n",
       "L 379.645313 224.64 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 44.845313 7.2 \r\n",
       "L 379.645313 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"pf2a77b7365\">\r\n",
       "   <rect height=\"217.44\" width=\"334.8\" x=\"44.845313\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(x, sines, \"o\")\n",
    "plt.show()\n",
    "# use plt.plot to get color / marker abbreviations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
       "<svg height=\"277.314375pt\" version=\"1.1\" viewBox=\"0 0 400.523438 277.314375\" width=\"400.523438pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">\r\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
       "  </style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 277.314375 \r\n",
       "L 400.523438 277.314375 \r\n",
       "L 400.523438 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 58.523438 239.758125 \r\n",
       "L 393.323438 239.758125 \r\n",
       "L 393.323438 22.318125 \r\n",
       "L 58.523438 22.318125 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"mc14ed86c32\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"73.741619\" xlink:href=\"#mc14ed86c32\" y=\"239.758125\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 31.78125 66.40625 \r\n",
       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
       "Q 16.5 51.421875 16.5 36.375 \r\n",
       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
       "Q 47.125 21.390625 47.125 36.375 \r\n",
       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
       "z\r\n",
       "M 31.78125 74.21875 \r\n",
       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-48\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(70.560369 254.356562)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"134.614347\" xlink:href=\"#mc14ed86c32\" y=\"239.758125\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 2 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 19.1875 8.296875 \r\n",
       "L 53.609375 8.296875 \r\n",
       "L 53.609375 0 \r\n",
       "L 7.328125 0 \r\n",
       "L 7.328125 8.296875 \r\n",
       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
       "L 7.8125 69.390625 \r\n",
       "Q 13.765625 71.78125 18.9375 73 \r\n",
       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-50\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(131.433097 254.356562)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"195.487074\" xlink:href=\"#mc14ed86c32\" y=\"239.758125\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 4 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 37.796875 64.3125 \r\n",
       "L 12.890625 25.390625 \r\n",
       "L 37.796875 25.390625 \r\n",
       "z\r\n",
       "M 35.203125 72.90625 \r\n",
       "L 47.609375 72.90625 \r\n",
       "L 47.609375 25.390625 \r\n",
       "L 58.015625 25.390625 \r\n",
       "L 58.015625 17.1875 \r\n",
       "L 47.609375 17.1875 \r\n",
       "L 47.609375 0 \r\n",
       "L 37.796875 0 \r\n",
       "L 37.796875 17.1875 \r\n",
       "L 4.890625 17.1875 \r\n",
       "L 4.890625 26.703125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-52\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(192.305824 254.356562)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"256.359801\" xlink:href=\"#mc14ed86c32\" y=\"239.758125\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 6 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 33.015625 40.375 \r\n",
       "Q 26.375 40.375 22.484375 35.828125 \r\n",
       "Q 18.609375 31.296875 18.609375 23.390625 \r\n",
       "Q 18.609375 15.53125 22.484375 10.953125 \r\n",
       "Q 26.375 6.390625 33.015625 6.390625 \r\n",
       "Q 39.65625 6.390625 43.53125 10.953125 \r\n",
       "Q 47.40625 15.53125 47.40625 23.390625 \r\n",
       "Q 47.40625 31.296875 43.53125 35.828125 \r\n",
       "Q 39.65625 40.375 33.015625 40.375 \r\n",
       "z\r\n",
       "M 52.59375 71.296875 \r\n",
       "L 52.59375 62.3125 \r\n",
       "Q 48.875 64.0625 45.09375 64.984375 \r\n",
       "Q 41.3125 65.921875 37.59375 65.921875 \r\n",
       "Q 27.828125 65.921875 22.671875 59.328125 \r\n",
       "Q 17.53125 52.734375 16.796875 39.40625 \r\n",
       "Q 19.671875 43.65625 24.015625 45.921875 \r\n",
       "Q 28.375 48.1875 33.59375 48.1875 \r\n",
       "Q 44.578125 48.1875 50.953125 41.515625 \r\n",
       "Q 57.328125 34.859375 57.328125 23.390625 \r\n",
       "Q 57.328125 12.15625 50.6875 5.359375 \r\n",
       "Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
       "Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
       "Q 6.984375 17.96875 6.984375 36.375 \r\n",
       "Q 6.984375 53.65625 15.1875 63.9375 \r\n",
       "Q 23.390625 74.21875 37.203125 74.21875 \r\n",
       "Q 40.921875 74.21875 44.703125 73.484375 \r\n",
       "Q 48.484375 72.75 52.59375 71.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-54\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(253.178551 254.356562)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"317.232528\" xlink:href=\"#mc14ed86c32\" y=\"239.758125\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 8 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 31.78125 34.625 \r\n",
       "Q 24.75 34.625 20.71875 30.859375 \r\n",
       "Q 16.703125 27.09375 16.703125 20.515625 \r\n",
       "Q 16.703125 13.921875 20.71875 10.15625 \r\n",
       "Q 24.75 6.390625 31.78125 6.390625 \r\n",
       "Q 38.8125 6.390625 42.859375 10.171875 \r\n",
       "Q 46.921875 13.96875 46.921875 20.515625 \r\n",
       "Q 46.921875 27.09375 42.890625 30.859375 \r\n",
       "Q 38.875 34.625 31.78125 34.625 \r\n",
       "z\r\n",
       "M 21.921875 38.8125 \r\n",
       "Q 15.578125 40.375 12.03125 44.71875 \r\n",
       "Q 8.5 49.078125 8.5 55.328125 \r\n",
       "Q 8.5 64.0625 14.71875 69.140625 \r\n",
       "Q 20.953125 74.21875 31.78125 74.21875 \r\n",
       "Q 42.671875 74.21875 48.875 69.140625 \r\n",
       "Q 55.078125 64.0625 55.078125 55.328125 \r\n",
       "Q 55.078125 49.078125 51.53125 44.71875 \r\n",
       "Q 48 40.375 41.703125 38.8125 \r\n",
       "Q 48.828125 37.15625 52.796875 32.3125 \r\n",
       "Q 56.78125 27.484375 56.78125 20.515625 \r\n",
       "Q 56.78125 9.90625 50.3125 4.234375 \r\n",
       "Q 43.84375 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.734375 -1.421875 13.25 4.234375 \r\n",
       "Q 6.78125 9.90625 6.78125 20.515625 \r\n",
       "Q 6.78125 27.484375 10.78125 32.3125 \r\n",
       "Q 14.796875 37.15625 21.921875 38.8125 \r\n",
       "z\r\n",
       "M 18.3125 54.390625 \r\n",
       "Q 18.3125 48.734375 21.84375 45.5625 \r\n",
       "Q 25.390625 42.390625 31.78125 42.390625 \r\n",
       "Q 38.140625 42.390625 41.71875 45.5625 \r\n",
       "Q 45.3125 48.734375 45.3125 54.390625 \r\n",
       "Q 45.3125 60.0625 41.71875 63.234375 \r\n",
       "Q 38.140625 66.40625 31.78125 66.40625 \r\n",
       "Q 25.390625 66.40625 21.84375 63.234375 \r\n",
       "Q 18.3125 60.0625 18.3125 54.390625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-56\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(314.051278 254.356562)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-56\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_6\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"378.105256\" xlink:href=\"#mc14ed86c32\" y=\"239.758125\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 10 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 12.40625 8.296875 \r\n",
       "L 28.515625 8.296875 \r\n",
       "L 28.515625 63.921875 \r\n",
       "L 10.984375 60.40625 \r\n",
       "L 10.984375 69.390625 \r\n",
       "L 28.421875 72.90625 \r\n",
       "L 38.28125 72.90625 \r\n",
       "L 38.28125 8.296875 \r\n",
       "L 54.390625 8.296875 \r\n",
       "L 54.390625 0 \r\n",
       "L 12.40625 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-49\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(371.742756 254.356562)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_7\">\r\n",
       "     <!-- This is X -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M -0.296875 72.90625 \r\n",
       "L 61.375 72.90625 \r\n",
       "L 61.375 64.59375 \r\n",
       "L 35.5 64.59375 \r\n",
       "L 35.5 0 \r\n",
       "L 25.59375 0 \r\n",
       "L 25.59375 64.59375 \r\n",
       "L -0.296875 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-84\"/>\r\n",
       "      <path d=\"M 54.890625 33.015625 \r\n",
       "L 54.890625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 45.90625 32.71875 \r\n",
       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 75.984375 \r\n",
       "L 18.109375 75.984375 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
       "Q 30.078125 56 35.796875 56 \r\n",
       "Q 45.21875 56 50.046875 50.171875 \r\n",
       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-104\"/>\r\n",
       "      <path d=\"M 9.421875 54.6875 \r\n",
       "L 18.40625 54.6875 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 64.59375 \r\n",
       "L 9.421875 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-105\"/>\r\n",
       "      <path d=\"M 44.28125 53.078125 \r\n",
       "L 44.28125 44.578125 \r\n",
       "Q 40.484375 46.53125 36.375 47.5 \r\n",
       "Q 32.28125 48.484375 27.875 48.484375 \r\n",
       "Q 21.1875 48.484375 17.84375 46.4375 \r\n",
       "Q 14.5 44.390625 14.5 40.28125 \r\n",
       "Q 14.5 37.15625 16.890625 35.375 \r\n",
       "Q 19.28125 33.59375 26.515625 31.984375 \r\n",
       "L 29.59375 31.296875 \r\n",
       "Q 39.15625 29.25 43.1875 25.515625 \r\n",
       "Q 47.21875 21.78125 47.21875 15.09375 \r\n",
       "Q 47.21875 7.46875 41.1875 3.015625 \r\n",
       "Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
       "Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
       "Q 10.6875 0.296875 5.421875 2 \r\n",
       "L 5.421875 11.28125 \r\n",
       "Q 10.40625 8.6875 15.234375 7.390625 \r\n",
       "Q 20.0625 6.109375 24.8125 6.109375 \r\n",
       "Q 31.15625 6.109375 34.5625 8.28125 \r\n",
       "Q 37.984375 10.453125 37.984375 14.40625 \r\n",
       "Q 37.984375 18.0625 35.515625 20.015625 \r\n",
       "Q 33.0625 21.96875 24.703125 23.78125 \r\n",
       "L 21.578125 24.515625 \r\n",
       "Q 13.234375 26.265625 9.515625 29.90625 \r\n",
       "Q 5.8125 33.546875 5.8125 39.890625 \r\n",
       "Q 5.8125 47.609375 11.28125 51.796875 \r\n",
       "Q 16.75 56 26.8125 56 \r\n",
       "Q 31.78125 56 36.171875 55.265625 \r\n",
       "Q 40.578125 54.546875 44.28125 53.078125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-115\"/>\r\n",
       "      <path id=\"DejaVuSans-32\"/>\r\n",
       "      <path d=\"M 6.296875 72.90625 \r\n",
       "L 16.890625 72.90625 \r\n",
       "L 35.015625 45.796875 \r\n",
       "L 53.21875 72.90625 \r\n",
       "L 63.8125 72.90625 \r\n",
       "L 40.375 37.890625 \r\n",
       "L 65.375 0 \r\n",
       "L 54.78125 0 \r\n",
       "L 34.28125 31 \r\n",
       "L 13.625 0 \r\n",
       "L 2.984375 0 \r\n",
       "L 29 38.921875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-88\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(205.110156 268.034687)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-84\"/>\r\n",
       "      <use x=\"61.083984\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
       "      <use x=\"124.462891\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      <use x=\"152.246094\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"204.345703\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "      <use x=\"236.132812\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      <use x=\"263.916016\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"316.015625\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "      <use x=\"347.802734\" xlink:href=\"#DejaVuSans-88\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"m92c81a483a\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"58.523438\" xlink:href=\"#m92c81a483a\" y=\"229.891424\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- −1.00 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 10.59375 35.5 \r\n",
       "L 73.1875 35.5 \r\n",
       "L 73.1875 27.203125 \r\n",
       "L 10.59375 27.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-8722\"/>\r\n",
       "       <path d=\"M 10.6875 12.40625 \r\n",
       "L 21 12.40625 \r\n",
       "L 21 0 \r\n",
       "L 10.6875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-46\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 233.690643)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"242.822266\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"58.523438\" xlink:href=\"#m92c81a483a\" y=\"205.180216\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- −0.75 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 8.203125 72.90625 \r\n",
       "L 55.078125 72.90625 \r\n",
       "L 55.078125 68.703125 \r\n",
       "L 28.609375 0 \r\n",
       "L 18.3125 0 \r\n",
       "L 43.21875 64.59375 \r\n",
       "L 8.203125 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-55\"/>\r\n",
       "       <path d=\"M 10.796875 72.90625 \r\n",
       "L 49.515625 72.90625 \r\n",
       "L 49.515625 64.59375 \r\n",
       "L 19.828125 64.59375 \r\n",
       "L 19.828125 46.734375 \r\n",
       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
       "Q 40.625 48.1875 47.75 41.5 \r\n",
       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
       "L 7.71875 11.625 \r\n",
       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
       "Q 45.015625 31 40.078125 35.4375 \r\n",
       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-53\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 208.979435)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "       <use x=\"242.822266\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"58.523438\" xlink:href=\"#m92c81a483a\" y=\"180.469008\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- −0.50 -->\r\n",
       "      <g transform=\"translate(20.878125 184.268227)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"242.822266\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"58.523438\" xlink:href=\"#m92c81a483a\" y=\"155.7578\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- −0.25 -->\r\n",
       "      <g transform=\"translate(20.878125 159.557019)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"242.822266\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_11\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"58.523438\" xlink:href=\"#m92c81a483a\" y=\"131.046593\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_12\">\r\n",
       "      <!-- 0.00 -->\r\n",
       "      <g transform=\"translate(29.257813 134.845811)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_12\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"58.523438\" xlink:href=\"#m92c81a483a\" y=\"106.335385\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_13\">\r\n",
       "      <!-- 0.25 -->\r\n",
       "      <g transform=\"translate(29.257813 110.134604)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_7\">\r\n",
       "     <g id=\"line2d_13\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"58.523438\" xlink:href=\"#m92c81a483a\" y=\"81.624177\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_14\">\r\n",
       "      <!-- 0.50 -->\r\n",
       "      <g transform=\"translate(29.257813 85.423396)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_8\">\r\n",
       "     <g id=\"line2d_14\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"58.523438\" xlink:href=\"#m92c81a483a\" y=\"56.912969\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_15\">\r\n",
       "      <!-- 0.75 -->\r\n",
       "      <g transform=\"translate(29.257813 60.712188)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_9\">\r\n",
       "     <g id=\"line2d_15\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"58.523438\" xlink:href=\"#m92c81a483a\" y=\"32.201761\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_16\">\r\n",
       "      <!-- 1.00 -->\r\n",
       "      <g transform=\"translate(29.257813 36.00098)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_17\">\r\n",
       "     <!-- This is Y -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M -0.203125 72.90625 \r\n",
       "L 10.40625 72.90625 \r\n",
       "L 30.609375 42.921875 \r\n",
       "L 50.6875 72.90625 \r\n",
       "L 61.28125 72.90625 \r\n",
       "L 35.5 34.71875 \r\n",
       "L 35.5 0 \r\n",
       "L 25.59375 0 \r\n",
       "L 25.59375 34.71875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-89\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(14.798438 151.480312)rotate(-90)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-84\"/>\r\n",
       "      <use x=\"61.083984\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
       "      <use x=\"124.462891\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      <use x=\"152.246094\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"204.345703\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "      <use x=\"236.132812\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      <use x=\"263.916016\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"316.015625\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "      <use x=\"347.802734\" xlink:href=\"#DejaVuSans-89\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_16\">\r\n",
       "    <path clip-path=\"url(#pe5eb002fd1)\" d=\"M 73.741619 131.046593 \r\n",
       "L 79.953122 111.013915 \r\n",
       "L 86.164625 91.812692 \r\n",
       "L 92.376128 74.239871 \r\n",
       "L 98.58763 59.02481 \r\n",
       "L 104.799133 46.799011 \r\n",
       "L 111.010636 38.069904 \r\n",
       "L 117.222139 33.19979 \r\n",
       "L 123.433642 32.390804 \r\n",
       "L 129.645144 35.676522 \r\n",
       "L 135.856647 42.920571 \r\n",
       "L 142.06815 53.822287 \r\n",
       "L 148.279653 67.929194 \r\n",
       "L 154.491155 84.655786 \r\n",
       "L 160.702658 103.307827 \r\n",
       "L 166.914161 123.111164 \r\n",
       "L 173.125664 143.243861 \r\n",
       "L 179.337167 162.87031 \r\n",
       "L 185.548669 181.175918 \r\n",
       "L 191.760172 197.40091 \r\n",
       "L 197.971675 210.871869 \r\n",
       "L 204.183178 221.029683 \r\n",
       "L 210.394681 227.452752 \r\n",
       "L 216.606183 229.874489 \r\n",
       "L 222.817686 228.194377 \r\n",
       "L 229.029189 222.482151 \r\n",
       "L 235.240692 212.974896 \r\n",
       "L 241.452194 200.06721 \r\n",
       "L 247.663697 184.294826 \r\n",
       "L 253.8752 166.312376 \r\n",
       "L 260.086703 146.866222 \r\n",
       "L 266.298206 126.763475 \r\n",
       "L 272.509708 106.838498 \r\n",
       "L 278.721211 87.918277 \r\n",
       "L 284.932714 70.788095 \r\n",
       "L 291.144217 56.15894 \r\n",
       "L 297.35572 44.637993 \r\n",
       "L 303.567222 36.703432 \r\n",
       "L 309.778725 32.684579 \r\n",
       "L 315.990228 32.748238 \r\n",
       "L 322.201731 36.891766 \r\n",
       "L 328.413233 44.943186 \r\n",
       "L 334.624736 56.568324 \r\n",
       "L 340.836239 71.28468 \r\n",
       "L 347.047742 88.481451 \r\n",
       "L 353.259245 107.444887 \r\n",
       "L 359.470747 127.38791 \r\n",
       "L 365.68225 147.482787 \r\n",
       "L 371.893753 166.895481 \r\n",
       "L 378.105256 184.820268 \r\n",
       "\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_17\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 3 \r\n",
       "C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
       "C 2.683901 1.55874 3 0.795609 3 0 \r\n",
       "C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
       "C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
       "C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
       "C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
       "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
       "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
       "z\r\n",
       "\" id=\"m9c11917bd4\" style=\"stroke:#0000ff;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#pe5eb002fd1)\">\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"73.741619\" xlink:href=\"#m9c11917bd4\" y=\"131.046593\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"79.953122\" xlink:href=\"#m9c11917bd4\" y=\"111.013915\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"86.164625\" xlink:href=\"#m9c11917bd4\" y=\"91.812692\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"92.376128\" xlink:href=\"#m9c11917bd4\" y=\"74.239871\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"98.58763\" xlink:href=\"#m9c11917bd4\" y=\"59.02481\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"104.799133\" xlink:href=\"#m9c11917bd4\" y=\"46.799011\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"111.010636\" xlink:href=\"#m9c11917bd4\" y=\"38.069904\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"117.222139\" xlink:href=\"#m9c11917bd4\" y=\"33.19979\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"123.433642\" xlink:href=\"#m9c11917bd4\" y=\"32.390804\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"129.645144\" xlink:href=\"#m9c11917bd4\" y=\"35.676522\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"135.856647\" xlink:href=\"#m9c11917bd4\" y=\"42.920571\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"142.06815\" xlink:href=\"#m9c11917bd4\" y=\"53.822287\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"148.279653\" xlink:href=\"#m9c11917bd4\" y=\"67.929194\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"154.491155\" xlink:href=\"#m9c11917bd4\" y=\"84.655786\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"160.702658\" xlink:href=\"#m9c11917bd4\" y=\"103.307827\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"166.914161\" xlink:href=\"#m9c11917bd4\" y=\"123.111164\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"173.125664\" xlink:href=\"#m9c11917bd4\" y=\"143.243861\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"179.337167\" xlink:href=\"#m9c11917bd4\" y=\"162.87031\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"185.548669\" xlink:href=\"#m9c11917bd4\" y=\"181.175918\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"191.760172\" xlink:href=\"#m9c11917bd4\" y=\"197.40091\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"197.971675\" xlink:href=\"#m9c11917bd4\" y=\"210.871869\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"204.183178\" xlink:href=\"#m9c11917bd4\" y=\"221.029683\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"210.394681\" xlink:href=\"#m9c11917bd4\" y=\"227.452752\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"216.606183\" xlink:href=\"#m9c11917bd4\" y=\"229.874489\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"222.817686\" xlink:href=\"#m9c11917bd4\" y=\"228.194377\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"229.029189\" xlink:href=\"#m9c11917bd4\" y=\"222.482151\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"235.240692\" xlink:href=\"#m9c11917bd4\" y=\"212.974896\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"241.452194\" xlink:href=\"#m9c11917bd4\" y=\"200.06721\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"247.663697\" xlink:href=\"#m9c11917bd4\" y=\"184.294826\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"253.8752\" xlink:href=\"#m9c11917bd4\" y=\"166.312376\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"260.086703\" xlink:href=\"#m9c11917bd4\" y=\"146.866222\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"266.298206\" xlink:href=\"#m9c11917bd4\" y=\"126.763475\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"272.509708\" xlink:href=\"#m9c11917bd4\" y=\"106.838498\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"278.721211\" xlink:href=\"#m9c11917bd4\" y=\"87.918277\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"284.932714\" xlink:href=\"#m9c11917bd4\" y=\"70.788095\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"291.144217\" xlink:href=\"#m9c11917bd4\" y=\"56.15894\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"297.35572\" xlink:href=\"#m9c11917bd4\" y=\"44.637993\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"303.567222\" xlink:href=\"#m9c11917bd4\" y=\"36.703432\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"309.778725\" xlink:href=\"#m9c11917bd4\" y=\"32.684579\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"315.990228\" xlink:href=\"#m9c11917bd4\" y=\"32.748238\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"322.201731\" xlink:href=\"#m9c11917bd4\" y=\"36.891766\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"328.413233\" xlink:href=\"#m9c11917bd4\" y=\"44.943186\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"334.624736\" xlink:href=\"#m9c11917bd4\" y=\"56.568324\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"340.836239\" xlink:href=\"#m9c11917bd4\" y=\"71.28468\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"347.047742\" xlink:href=\"#m9c11917bd4\" y=\"88.481451\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"353.259245\" xlink:href=\"#m9c11917bd4\" y=\"107.444887\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"359.470747\" xlink:href=\"#m9c11917bd4\" y=\"127.38791\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"365.68225\" xlink:href=\"#m9c11917bd4\" y=\"147.482787\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"371.893753\" xlink:href=\"#m9c11917bd4\" y=\"166.895481\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"378.105256\" xlink:href=\"#m9c11917bd4\" y=\"184.820268\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_18\">\r\n",
       "    <path clip-path=\"url(#pe5eb002fd1)\" d=\"M 73.741619 32.201761 \r\n",
       "L 79.953122 34.253037 \r\n",
       "L 86.164625 40.321724 \r\n",
       "L 92.376128 50.155944 \r\n",
       "L 98.58763 63.347527 \r\n",
       "L 104.799133 79.348956 \r\n",
       "L 111.010636 97.496094 \r\n",
       "L 117.222139 117.035743 \r\n",
       "L 123.433642 137.156913 \r\n",
       "L 129.645144 157.024474 \r\n",
       "L 135.856647 175.813824 \r\n",
       "L 142.06815 192.745112 \r\n",
       "L 148.279653 207.115605 \r\n",
       "L 154.491155 218.328857 \r\n",
       "L 160.702658 225.919463 \r\n",
       "L 166.914161 229.572374 \r\n",
       "L 173.125664 229.135977 \r\n",
       "L 179.337167 224.628384 \r\n",
       "L 185.548669 216.236683 \r\n",
       "L 191.760172 204.30917 \r\n",
       "L 197.971675 189.340898 \r\n",
       "L 204.183178 171.953122 \r\n",
       "L 210.394681 152.867523 \r\n",
       "L 216.606183 132.876247 \r\n",
       "L 222.817686 112.809032 \r\n",
       "L 229.029189 93.498765 \r\n",
       "L 235.240692 75.74692 \r\n",
       "L 241.452194 60.290285 \r\n",
       "L 247.663697 47.770388 \r\n",
       "L 253.8752 38.706866 \r\n",
       "L 260.086703 33.4759 \r\n",
       "L 266.298206 32.294602 \r\n",
       "L 272.509708 35.212002 \r\n",
       "L 278.721211 42.107012 \r\n",
       "L 284.932714 52.693455 \r\n",
       "L 291.144217 66.531942 \r\n",
       "L 297.35572 83.048107 \r\n",
       "L 303.567222 101.556447 \r\n",
       "L 309.778725 121.288775 \r\n",
       "L 315.990228 141.4261 \r\n",
       "L 322.201731 161.132624 \r\n",
       "L 328.413233 179.590429 \r\n",
       "L 334.624736 196.033424 \r\n",
       "L 340.836239 209.779143 \r\n",
       "L 347.047742 220.257071 \r\n",
       "L 353.259245 227.032322 \r\n",
       "L 359.470747 229.823689 \r\n",
       "L 365.68225 228.515317 \r\n",
       "L 371.893753 223.161509 \r\n",
       "L 378.105256 213.984476 \r\n",
       "\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_19\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 3 \r\n",
       "C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
       "C 2.683901 1.55874 3 0.795609 3 0 \r\n",
       "C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
       "C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
       "C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
       "C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
       "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
       "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
       "z\r\n",
       "\" id=\"me10d51ca5f\" style=\"stroke:#ff0000;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#pe5eb002fd1)\">\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"73.741619\" xlink:href=\"#me10d51ca5f\" y=\"32.201761\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"79.953122\" xlink:href=\"#me10d51ca5f\" y=\"34.253037\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"86.164625\" xlink:href=\"#me10d51ca5f\" y=\"40.321724\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"92.376128\" xlink:href=\"#me10d51ca5f\" y=\"50.155944\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"98.58763\" xlink:href=\"#me10d51ca5f\" y=\"63.347527\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"104.799133\" xlink:href=\"#me10d51ca5f\" y=\"79.348956\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"111.010636\" xlink:href=\"#me10d51ca5f\" y=\"97.496094\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"117.222139\" xlink:href=\"#me10d51ca5f\" y=\"117.035743\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"123.433642\" xlink:href=\"#me10d51ca5f\" y=\"137.156913\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"129.645144\" xlink:href=\"#me10d51ca5f\" y=\"157.024474\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"135.856647\" xlink:href=\"#me10d51ca5f\" y=\"175.813824\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"142.06815\" xlink:href=\"#me10d51ca5f\" y=\"192.745112\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"148.279653\" xlink:href=\"#me10d51ca5f\" y=\"207.115605\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"154.491155\" xlink:href=\"#me10d51ca5f\" y=\"218.328857\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"160.702658\" xlink:href=\"#me10d51ca5f\" y=\"225.919463\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"166.914161\" xlink:href=\"#me10d51ca5f\" y=\"229.572374\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"173.125664\" xlink:href=\"#me10d51ca5f\" y=\"229.135977\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"179.337167\" xlink:href=\"#me10d51ca5f\" y=\"224.628384\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"185.548669\" xlink:href=\"#me10d51ca5f\" y=\"216.236683\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"191.760172\" xlink:href=\"#me10d51ca5f\" y=\"204.30917\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"197.971675\" xlink:href=\"#me10d51ca5f\" y=\"189.340898\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"204.183178\" xlink:href=\"#me10d51ca5f\" y=\"171.953122\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"210.394681\" xlink:href=\"#me10d51ca5f\" y=\"152.867523\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"216.606183\" xlink:href=\"#me10d51ca5f\" y=\"132.876247\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"222.817686\" xlink:href=\"#me10d51ca5f\" y=\"112.809032\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"229.029189\" xlink:href=\"#me10d51ca5f\" y=\"93.498765\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"235.240692\" xlink:href=\"#me10d51ca5f\" y=\"75.74692\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"241.452194\" xlink:href=\"#me10d51ca5f\" y=\"60.290285\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"247.663697\" xlink:href=\"#me10d51ca5f\" y=\"47.770388\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"253.8752\" xlink:href=\"#me10d51ca5f\" y=\"38.706866\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"260.086703\" xlink:href=\"#me10d51ca5f\" y=\"33.4759\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"266.298206\" xlink:href=\"#me10d51ca5f\" y=\"32.294602\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"272.509708\" xlink:href=\"#me10d51ca5f\" y=\"35.212002\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"278.721211\" xlink:href=\"#me10d51ca5f\" y=\"42.107012\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"284.932714\" xlink:href=\"#me10d51ca5f\" y=\"52.693455\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"291.144217\" xlink:href=\"#me10d51ca5f\" y=\"66.531942\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"297.35572\" xlink:href=\"#me10d51ca5f\" y=\"83.048107\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"303.567222\" xlink:href=\"#me10d51ca5f\" y=\"101.556447\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"309.778725\" xlink:href=\"#me10d51ca5f\" y=\"121.288775\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"315.990228\" xlink:href=\"#me10d51ca5f\" y=\"141.4261\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"322.201731\" xlink:href=\"#me10d51ca5f\" y=\"161.132624\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"328.413233\" xlink:href=\"#me10d51ca5f\" y=\"179.590429\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"334.624736\" xlink:href=\"#me10d51ca5f\" y=\"196.033424\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"340.836239\" xlink:href=\"#me10d51ca5f\" y=\"209.779143\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"347.047742\" xlink:href=\"#me10d51ca5f\" y=\"220.257071\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"353.259245\" xlink:href=\"#me10d51ca5f\" y=\"227.032322\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"359.470747\" xlink:href=\"#me10d51ca5f\" y=\"229.823689\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"365.68225\" xlink:href=\"#me10d51ca5f\" y=\"228.515317\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"371.893753\" xlink:href=\"#me10d51ca5f\" y=\"223.161509\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"378.105256\" xlink:href=\"#me10d51ca5f\" y=\"213.984476\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 58.523438 239.758125 \r\n",
       "L 58.523438 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path d=\"M 393.323438 239.758125 \r\n",
       "L 393.323438 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 58.523438 239.758125 \r\n",
       "L 393.323438 239.758125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 58.523438 22.318125 \r\n",
       "L 393.323438 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"text_18\">\r\n",
       "    <!-- Sin and Cosine plot -->\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 53.515625 70.515625 \r\n",
       "L 53.515625 60.890625 \r\n",
       "Q 47.90625 63.578125 42.921875 64.890625 \r\n",
       "Q 37.9375 66.21875 33.296875 66.21875 \r\n",
       "Q 25.25 66.21875 20.875 63.09375 \r\n",
       "Q 16.5 59.96875 16.5 54.203125 \r\n",
       "Q 16.5 49.359375 19.40625 46.890625 \r\n",
       "Q 22.3125 44.4375 30.421875 42.921875 \r\n",
       "L 36.375 41.703125 \r\n",
       "Q 47.40625 39.59375 52.65625 34.296875 \r\n",
       "Q 57.90625 29 57.90625 20.125 \r\n",
       "Q 57.90625 9.515625 50.796875 4.046875 \r\n",
       "Q 43.703125 -1.421875 29.984375 -1.421875 \r\n",
       "Q 24.8125 -1.421875 18.96875 -0.25 \r\n",
       "Q 13.140625 0.921875 6.890625 3.21875 \r\n",
       "L 6.890625 13.375 \r\n",
       "Q 12.890625 10.015625 18.65625 8.296875 \r\n",
       "Q 24.421875 6.59375 29.984375 6.59375 \r\n",
       "Q 38.421875 6.59375 43.015625 9.90625 \r\n",
       "Q 47.609375 13.234375 47.609375 19.390625 \r\n",
       "Q 47.609375 24.75 44.3125 27.78125 \r\n",
       "Q 41.015625 30.8125 33.5 32.328125 \r\n",
       "L 27.484375 33.5 \r\n",
       "Q 16.453125 35.6875 11.515625 40.375 \r\n",
       "Q 6.59375 45.0625 6.59375 53.421875 \r\n",
       "Q 6.59375 63.09375 13.40625 68.65625 \r\n",
       "Q 20.21875 74.21875 32.171875 74.21875 \r\n",
       "Q 37.3125 74.21875 42.625 73.28125 \r\n",
       "Q 47.953125 72.359375 53.515625 70.515625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-83\"/>\r\n",
       "     <path d=\"M 54.890625 33.015625 \r\n",
       "L 54.890625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 45.90625 32.71875 \r\n",
       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
       "Q 30.078125 56 35.796875 56 \r\n",
       "Q 45.21875 56 50.046875 50.171875 \r\n",
       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-110\"/>\r\n",
       "     <path d=\"M 34.28125 27.484375 \r\n",
       "Q 23.390625 27.484375 19.1875 25 \r\n",
       "Q 14.984375 22.515625 14.984375 16.5 \r\n",
       "Q 14.984375 11.71875 18.140625 8.90625 \r\n",
       "Q 21.296875 6.109375 26.703125 6.109375 \r\n",
       "Q 34.1875 6.109375 38.703125 11.40625 \r\n",
       "Q 43.21875 16.703125 43.21875 25.484375 \r\n",
       "L 43.21875 27.484375 \r\n",
       "z\r\n",
       "M 52.203125 31.203125 \r\n",
       "L 52.203125 0 \r\n",
       "L 43.21875 0 \r\n",
       "L 43.21875 8.296875 \r\n",
       "Q 40.140625 3.328125 35.546875 0.953125 \r\n",
       "Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
       "Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
       "Q 6 8.015625 6 15.921875 \r\n",
       "Q 6 25.140625 12.171875 29.828125 \r\n",
       "Q 18.359375 34.515625 30.609375 34.515625 \r\n",
       "L 43.21875 34.515625 \r\n",
       "L 43.21875 35.40625 \r\n",
       "Q 43.21875 41.609375 39.140625 45 \r\n",
       "Q 35.0625 48.390625 27.6875 48.390625 \r\n",
       "Q 23 48.390625 18.546875 47.265625 \r\n",
       "Q 14.109375 46.140625 10.015625 43.890625 \r\n",
       "L 10.015625 52.203125 \r\n",
       "Q 14.9375 54.109375 19.578125 55.046875 \r\n",
       "Q 24.21875 56 28.609375 56 \r\n",
       "Q 40.484375 56 46.34375 49.84375 \r\n",
       "Q 52.203125 43.703125 52.203125 31.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-97\"/>\r\n",
       "     <path d=\"M 45.40625 46.390625 \r\n",
       "L 45.40625 75.984375 \r\n",
       "L 54.390625 75.984375 \r\n",
       "L 54.390625 0 \r\n",
       "L 45.40625 0 \r\n",
       "L 45.40625 8.203125 \r\n",
       "Q 42.578125 3.328125 38.25 0.953125 \r\n",
       "Q 33.9375 -1.421875 27.875 -1.421875 \r\n",
       "Q 17.96875 -1.421875 11.734375 6.484375 \r\n",
       "Q 5.515625 14.40625 5.515625 27.296875 \r\n",
       "Q 5.515625 40.1875 11.734375 48.09375 \r\n",
       "Q 17.96875 56 27.875 56 \r\n",
       "Q 33.9375 56 38.25 53.625 \r\n",
       "Q 42.578125 51.265625 45.40625 46.390625 \r\n",
       "z\r\n",
       "M 14.796875 27.296875 \r\n",
       "Q 14.796875 17.390625 18.875 11.75 \r\n",
       "Q 22.953125 6.109375 30.078125 6.109375 \r\n",
       "Q 37.203125 6.109375 41.296875 11.75 \r\n",
       "Q 45.40625 17.390625 45.40625 27.296875 \r\n",
       "Q 45.40625 37.203125 41.296875 42.84375 \r\n",
       "Q 37.203125 48.484375 30.078125 48.484375 \r\n",
       "Q 22.953125 48.484375 18.875 42.84375 \r\n",
       "Q 14.796875 37.203125 14.796875 27.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-100\"/>\r\n",
       "     <path d=\"M 64.40625 67.28125 \r\n",
       "L 64.40625 56.890625 \r\n",
       "Q 59.421875 61.53125 53.78125 63.8125 \r\n",
       "Q 48.140625 66.109375 41.796875 66.109375 \r\n",
       "Q 29.296875 66.109375 22.65625 58.46875 \r\n",
       "Q 16.015625 50.828125 16.015625 36.375 \r\n",
       "Q 16.015625 21.96875 22.65625 14.328125 \r\n",
       "Q 29.296875 6.6875 41.796875 6.6875 \r\n",
       "Q 48.140625 6.6875 53.78125 8.984375 \r\n",
       "Q 59.421875 11.28125 64.40625 15.921875 \r\n",
       "L 64.40625 5.609375 \r\n",
       "Q 59.234375 2.09375 53.4375 0.328125 \r\n",
       "Q 47.65625 -1.421875 41.21875 -1.421875 \r\n",
       "Q 24.65625 -1.421875 15.125 8.703125 \r\n",
       "Q 5.609375 18.84375 5.609375 36.375 \r\n",
       "Q 5.609375 53.953125 15.125 64.078125 \r\n",
       "Q 24.65625 74.21875 41.21875 74.21875 \r\n",
       "Q 47.75 74.21875 53.53125 72.484375 \r\n",
       "Q 59.328125 70.75 64.40625 67.28125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-67\"/>\r\n",
       "     <path d=\"M 30.609375 48.390625 \r\n",
       "Q 23.390625 48.390625 19.1875 42.75 \r\n",
       "Q 14.984375 37.109375 14.984375 27.296875 \r\n",
       "Q 14.984375 17.484375 19.15625 11.84375 \r\n",
       "Q 23.34375 6.203125 30.609375 6.203125 \r\n",
       "Q 37.796875 6.203125 41.984375 11.859375 \r\n",
       "Q 46.1875 17.53125 46.1875 27.296875 \r\n",
       "Q 46.1875 37.015625 41.984375 42.703125 \r\n",
       "Q 37.796875 48.390625 30.609375 48.390625 \r\n",
       "z\r\n",
       "M 30.609375 56 \r\n",
       "Q 42.328125 56 49.015625 48.375 \r\n",
       "Q 55.71875 40.765625 55.71875 27.296875 \r\n",
       "Q 55.71875 13.875 49.015625 6.21875 \r\n",
       "Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
       "Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
       "Q 5.515625 13.875 5.515625 27.296875 \r\n",
       "Q 5.515625 40.765625 12.171875 48.375 \r\n",
       "Q 18.84375 56 30.609375 56 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-111\"/>\r\n",
       "     <path d=\"M 56.203125 29.59375 \r\n",
       "L 56.203125 25.203125 \r\n",
       "L 14.890625 25.203125 \r\n",
       "Q 15.484375 15.921875 20.484375 11.0625 \r\n",
       "Q 25.484375 6.203125 34.421875 6.203125 \r\n",
       "Q 39.59375 6.203125 44.453125 7.46875 \r\n",
       "Q 49.3125 8.734375 54.109375 11.28125 \r\n",
       "L 54.109375 2.78125 \r\n",
       "Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
       "Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
       "Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
       "Q 5.515625 13.8125 5.515625 26.8125 \r\n",
       "Q 5.515625 40.234375 12.765625 48.109375 \r\n",
       "Q 20.015625 56 32.328125 56 \r\n",
       "Q 43.359375 56 49.78125 48.890625 \r\n",
       "Q 56.203125 41.796875 56.203125 29.59375 \r\n",
       "z\r\n",
       "M 47.21875 32.234375 \r\n",
       "Q 47.125 39.59375 43.09375 43.984375 \r\n",
       "Q 39.0625 48.390625 32.421875 48.390625 \r\n",
       "Q 24.90625 48.390625 20.390625 44.140625 \r\n",
       "Q 15.875 39.890625 15.1875 32.171875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-101\"/>\r\n",
       "     <path d=\"M 18.109375 8.203125 \r\n",
       "L 18.109375 -20.796875 \r\n",
       "L 9.078125 -20.796875 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.390625 \r\n",
       "Q 20.953125 51.265625 25.265625 53.625 \r\n",
       "Q 29.59375 56 35.59375 56 \r\n",
       "Q 45.5625 56 51.78125 48.09375 \r\n",
       "Q 58.015625 40.1875 58.015625 27.296875 \r\n",
       "Q 58.015625 14.40625 51.78125 6.484375 \r\n",
       "Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
       "Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
       "Q 20.953125 3.328125 18.109375 8.203125 \r\n",
       "z\r\n",
       "M 48.6875 27.296875 \r\n",
       "Q 48.6875 37.203125 44.609375 42.84375 \r\n",
       "Q 40.53125 48.484375 33.40625 48.484375 \r\n",
       "Q 26.265625 48.484375 22.1875 42.84375 \r\n",
       "Q 18.109375 37.203125 18.109375 27.296875 \r\n",
       "Q 18.109375 17.390625 22.1875 11.75 \r\n",
       "Q 26.265625 6.109375 33.40625 6.109375 \r\n",
       "Q 40.53125 6.109375 44.609375 11.75 \r\n",
       "Q 48.6875 17.390625 48.6875 27.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-112\"/>\r\n",
       "     <path d=\"M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-108\"/>\r\n",
       "     <path d=\"M 18.3125 70.21875 \r\n",
       "L 18.3125 54.6875 \r\n",
       "L 36.8125 54.6875 \r\n",
       "L 36.8125 47.703125 \r\n",
       "L 18.3125 47.703125 \r\n",
       "L 18.3125 18.015625 \r\n",
       "Q 18.3125 11.328125 20.140625 9.421875 \r\n",
       "Q 21.96875 7.515625 27.59375 7.515625 \r\n",
       "L 36.8125 7.515625 \r\n",
       "L 36.8125 0 \r\n",
       "L 27.59375 0 \r\n",
       "Q 17.1875 0 13.234375 3.875 \r\n",
       "Q 9.28125 7.765625 9.28125 18.015625 \r\n",
       "L 9.28125 47.703125 \r\n",
       "L 2.6875 47.703125 \r\n",
       "L 2.6875 54.6875 \r\n",
       "L 9.28125 54.6875 \r\n",
       "L 9.28125 70.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-116\"/>\r\n",
       "    </defs>\r\n",
       "    <g transform=\"translate(167.98875 16.318125)scale(0.12 -0.12)\">\r\n",
       "     <use xlink:href=\"#DejaVuSans-83\"/>\r\n",
       "     <use x=\"63.476562\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "     <use x=\"91.259766\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "     <use x=\"154.638672\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "     <use x=\"186.425781\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "     <use x=\"247.705078\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "     <use x=\"311.083984\" xlink:href=\"#DejaVuSans-100\"/>\r\n",
       "     <use x=\"374.560547\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "     <use x=\"406.347656\" xlink:href=\"#DejaVuSans-67\"/>\r\n",
       "     <use x=\"476.171875\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "     <use x=\"537.353516\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "     <use x=\"589.453125\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "     <use x=\"617.236328\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "     <use x=\"680.615234\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "     <use x=\"742.138672\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "     <use x=\"773.925781\" xlink:href=\"#DejaVuSans-112\"/>\r\n",
       "     <use x=\"837.402344\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "     <use x=\"865.185547\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "     <use x=\"926.367188\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"pe5eb002fd1\">\r\n",
       "   <rect height=\"217.44\" width=\"334.8\" x=\"58.523438\" y=\"22.318125\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Rapid multiplot\n",
    "cosines = np.cos(x)\n",
    "plt.plot(x, sines, \"-b\", x, sines, \"ob\", x, cosines, \"-r\", x, cosines, \"or\")\n",
    "plt.xlabel(\"This is X\")\n",
    "plt.ylabel(\"This is Y\")\n",
    "plt.title(\"Sin and Cosine plot\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
       "<svg height=\"248.518125pt\" version=\"1.1\" viewBox=\"0 0 386.845313 248.518125\" width=\"386.845313pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">\r\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
       "  </style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 248.518125 \r\n",
       "L 386.845313 248.518125 \r\n",
       "L 386.845313 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 44.845313 224.64 \r\n",
       "L 379.645313 224.64 \r\n",
       "L 379.645313 7.2 \r\n",
       "L 44.845313 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"m6f61da868f\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"60.063494\" xlink:href=\"#m6f61da868f\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 31.78125 66.40625 \r\n",
       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
       "Q 16.5 51.421875 16.5 36.375 \r\n",
       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
       "Q 47.125 21.390625 47.125 36.375 \r\n",
       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
       "z\r\n",
       "M 31.78125 74.21875 \r\n",
       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-48\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(56.882244 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"120.936222\" xlink:href=\"#m6f61da868f\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 2 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 19.1875 8.296875 \r\n",
       "L 53.609375 8.296875 \r\n",
       "L 53.609375 0 \r\n",
       "L 7.328125 0 \r\n",
       "L 7.328125 8.296875 \r\n",
       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
       "L 7.8125 69.390625 \r\n",
       "Q 13.765625 71.78125 18.9375 73 \r\n",
       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-50\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(117.754972 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"181.808949\" xlink:href=\"#m6f61da868f\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 4 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 37.796875 64.3125 \r\n",
       "L 12.890625 25.390625 \r\n",
       "L 37.796875 25.390625 \r\n",
       "z\r\n",
       "M 35.203125 72.90625 \r\n",
       "L 47.609375 72.90625 \r\n",
       "L 47.609375 25.390625 \r\n",
       "L 58.015625 25.390625 \r\n",
       "L 58.015625 17.1875 \r\n",
       "L 47.609375 17.1875 \r\n",
       "L 47.609375 0 \r\n",
       "L 37.796875 0 \r\n",
       "L 37.796875 17.1875 \r\n",
       "L 4.890625 17.1875 \r\n",
       "L 4.890625 26.703125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-52\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(178.627699 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"242.681676\" xlink:href=\"#m6f61da868f\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 6 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 33.015625 40.375 \r\n",
       "Q 26.375 40.375 22.484375 35.828125 \r\n",
       "Q 18.609375 31.296875 18.609375 23.390625 \r\n",
       "Q 18.609375 15.53125 22.484375 10.953125 \r\n",
       "Q 26.375 6.390625 33.015625 6.390625 \r\n",
       "Q 39.65625 6.390625 43.53125 10.953125 \r\n",
       "Q 47.40625 15.53125 47.40625 23.390625 \r\n",
       "Q 47.40625 31.296875 43.53125 35.828125 \r\n",
       "Q 39.65625 40.375 33.015625 40.375 \r\n",
       "z\r\n",
       "M 52.59375 71.296875 \r\n",
       "L 52.59375 62.3125 \r\n",
       "Q 48.875 64.0625 45.09375 64.984375 \r\n",
       "Q 41.3125 65.921875 37.59375 65.921875 \r\n",
       "Q 27.828125 65.921875 22.671875 59.328125 \r\n",
       "Q 17.53125 52.734375 16.796875 39.40625 \r\n",
       "Q 19.671875 43.65625 24.015625 45.921875 \r\n",
       "Q 28.375 48.1875 33.59375 48.1875 \r\n",
       "Q 44.578125 48.1875 50.953125 41.515625 \r\n",
       "Q 57.328125 34.859375 57.328125 23.390625 \r\n",
       "Q 57.328125 12.15625 50.6875 5.359375 \r\n",
       "Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
       "Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
       "Q 6.984375 17.96875 6.984375 36.375 \r\n",
       "Q 6.984375 53.65625 15.1875 63.9375 \r\n",
       "Q 23.390625 74.21875 37.203125 74.21875 \r\n",
       "Q 40.921875 74.21875 44.703125 73.484375 \r\n",
       "Q 48.484375 72.75 52.59375 71.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-54\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(239.500426 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"303.554403\" xlink:href=\"#m6f61da868f\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 8 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 31.78125 34.625 \r\n",
       "Q 24.75 34.625 20.71875 30.859375 \r\n",
       "Q 16.703125 27.09375 16.703125 20.515625 \r\n",
       "Q 16.703125 13.921875 20.71875 10.15625 \r\n",
       "Q 24.75 6.390625 31.78125 6.390625 \r\n",
       "Q 38.8125 6.390625 42.859375 10.171875 \r\n",
       "Q 46.921875 13.96875 46.921875 20.515625 \r\n",
       "Q 46.921875 27.09375 42.890625 30.859375 \r\n",
       "Q 38.875 34.625 31.78125 34.625 \r\n",
       "z\r\n",
       "M 21.921875 38.8125 \r\n",
       "Q 15.578125 40.375 12.03125 44.71875 \r\n",
       "Q 8.5 49.078125 8.5 55.328125 \r\n",
       "Q 8.5 64.0625 14.71875 69.140625 \r\n",
       "Q 20.953125 74.21875 31.78125 74.21875 \r\n",
       "Q 42.671875 74.21875 48.875 69.140625 \r\n",
       "Q 55.078125 64.0625 55.078125 55.328125 \r\n",
       "Q 55.078125 49.078125 51.53125 44.71875 \r\n",
       "Q 48 40.375 41.703125 38.8125 \r\n",
       "Q 48.828125 37.15625 52.796875 32.3125 \r\n",
       "Q 56.78125 27.484375 56.78125 20.515625 \r\n",
       "Q 56.78125 9.90625 50.3125 4.234375 \r\n",
       "Q 43.84375 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.734375 -1.421875 13.25 4.234375 \r\n",
       "Q 6.78125 9.90625 6.78125 20.515625 \r\n",
       "Q 6.78125 27.484375 10.78125 32.3125 \r\n",
       "Q 14.796875 37.15625 21.921875 38.8125 \r\n",
       "z\r\n",
       "M 18.3125 54.390625 \r\n",
       "Q 18.3125 48.734375 21.84375 45.5625 \r\n",
       "Q 25.390625 42.390625 31.78125 42.390625 \r\n",
       "Q 38.140625 42.390625 41.71875 45.5625 \r\n",
       "Q 45.3125 48.734375 45.3125 54.390625 \r\n",
       "Q 45.3125 60.0625 41.71875 63.234375 \r\n",
       "Q 38.140625 66.40625 31.78125 66.40625 \r\n",
       "Q 25.390625 66.40625 21.84375 63.234375 \r\n",
       "Q 18.3125 60.0625 18.3125 54.390625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-56\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(300.373153 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-56\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_6\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"364.427131\" xlink:href=\"#m6f61da868f\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 10 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 12.40625 8.296875 \r\n",
       "L 28.515625 8.296875 \r\n",
       "L 28.515625 63.921875 \r\n",
       "L 10.984375 60.40625 \r\n",
       "L 10.984375 69.390625 \r\n",
       "L 28.421875 72.90625 \r\n",
       "L 38.28125 72.90625 \r\n",
       "L 38.28125 8.296875 \r\n",
       "L 54.390625 8.296875 \r\n",
       "L 54.390625 0 \r\n",
       "L 12.40625 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-49\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(358.064631 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"mef765e1401\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mef765e1401\" y=\"214.773299\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- −1.00 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 10.59375 35.5 \r\n",
       "L 73.1875 35.5 \r\n",
       "L 73.1875 27.203125 \r\n",
       "L 10.59375 27.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-8722\"/>\r\n",
       "       <path d=\"M 10.6875 12.40625 \r\n",
       "L 21 12.40625 \r\n",
       "L 21 0 \r\n",
       "L 10.6875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-46\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(7.2 218.572518)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"242.822266\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mef765e1401\" y=\"190.062091\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- −0.75 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 8.203125 72.90625 \r\n",
       "L 55.078125 72.90625 \r\n",
       "L 55.078125 68.703125 \r\n",
       "L 28.609375 0 \r\n",
       "L 18.3125 0 \r\n",
       "L 43.21875 64.59375 \r\n",
       "L 8.203125 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-55\"/>\r\n",
       "       <path d=\"M 10.796875 72.90625 \r\n",
       "L 49.515625 72.90625 \r\n",
       "L 49.515625 64.59375 \r\n",
       "L 19.828125 64.59375 \r\n",
       "L 19.828125 46.734375 \r\n",
       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
       "Q 40.625 48.1875 47.75 41.5 \r\n",
       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
       "L 7.71875 11.625 \r\n",
       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
       "Q 45.015625 31 40.078125 35.4375 \r\n",
       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-53\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(7.2 193.86131)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "       <use x=\"242.822266\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mef765e1401\" y=\"165.350883\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- −0.50 -->\r\n",
       "      <g transform=\"translate(7.2 169.150102)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"242.822266\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mef765e1401\" y=\"140.639675\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- −0.25 -->\r\n",
       "      <g transform=\"translate(7.2 144.438894)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"242.822266\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_11\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mef765e1401\" y=\"115.928468\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- 0.00 -->\r\n",
       "      <g transform=\"translate(15.579688 119.727686)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_12\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mef765e1401\" y=\"91.21726\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_12\">\r\n",
       "      <!-- 0.25 -->\r\n",
       "      <g transform=\"translate(15.579688 95.016479)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_7\">\r\n",
       "     <g id=\"line2d_13\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mef765e1401\" y=\"66.506052\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_13\">\r\n",
       "      <!-- 0.50 -->\r\n",
       "      <g transform=\"translate(15.579688 70.305271)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_8\">\r\n",
       "     <g id=\"line2d_14\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mef765e1401\" y=\"41.794844\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_14\">\r\n",
       "      <!-- 0.75 -->\r\n",
       "      <g transform=\"translate(15.579688 45.594063)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_9\">\r\n",
       "     <g id=\"line2d_15\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mef765e1401\" y=\"17.083636\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_15\">\r\n",
       "      <!-- 1.00 -->\r\n",
       "      <g transform=\"translate(15.579688 20.882855)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_16\">\r\n",
       "    <path clip-path=\"url(#p710867172d)\" d=\"M 60.063494 115.928468 \r\n",
       "L 66.274997 95.89579 \r\n",
       "L 72.4865 76.694567 \r\n",
       "L 78.698003 59.121746 \r\n",
       "L 84.909505 43.906685 \r\n",
       "L 91.121008 31.680886 \r\n",
       "L 97.332511 22.951779 \r\n",
       "L 103.544014 18.081665 \r\n",
       "L 109.755517 17.272679 \r\n",
       "L 115.967019 20.558397 \r\n",
       "L 122.178522 27.802446 \r\n",
       "L 128.390025 38.704162 \r\n",
       "L 134.601528 52.811069 \r\n",
       "L 140.81303 69.537661 \r\n",
       "L 147.024533 88.189702 \r\n",
       "L 153.236036 107.993039 \r\n",
       "L 159.447539 128.125736 \r\n",
       "L 165.659042 147.752185 \r\n",
       "L 171.870544 166.057793 \r\n",
       "L 178.082047 182.282785 \r\n",
       "L 184.29355 195.753744 \r\n",
       "L 190.505053 205.911558 \r\n",
       "L 196.716556 212.334627 \r\n",
       "L 202.928058 214.756364 \r\n",
       "L 209.139561 213.076252 \r\n",
       "L 215.351064 207.364026 \r\n",
       "L 221.562567 197.856771 \r\n",
       "L 227.774069 184.949085 \r\n",
       "L 233.985572 169.176701 \r\n",
       "L 240.197075 151.194251 \r\n",
       "L 246.408578 131.748097 \r\n",
       "L 252.620081 111.64535 \r\n",
       "L 258.831583 91.720373 \r\n",
       "L 265.043086 72.800152 \r\n",
       "L 271.254589 55.66997 \r\n",
       "L 277.466092 41.040815 \r\n",
       "L 283.677595 29.519868 \r\n",
       "L 289.889097 21.585307 \r\n",
       "L 296.1006 17.566454 \r\n",
       "L 302.312103 17.630113 \r\n",
       "L 308.523606 21.773641 \r\n",
       "L 314.735108 29.825061 \r\n",
       "L 320.946611 41.450199 \r\n",
       "L 327.158114 56.166555 \r\n",
       "L 333.369617 73.363326 \r\n",
       "L 339.58112 92.326762 \r\n",
       "L 345.792622 112.269785 \r\n",
       "L 352.004125 132.364662 \r\n",
       "L 358.215628 151.777356 \r\n",
       "L 364.427131 169.702143 \r\n",
       "\" style=\"fill:none;stroke:#0000ff;stroke-dasharray:7.4,3.2;stroke-dashoffset:0;stroke-width:2;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_17\">\r\n",
       "    <path clip-path=\"url(#p710867172d)\" d=\"M 60.063494 17.083636 \r\n",
       "L 66.274997 19.134912 \r\n",
       "L 72.4865 25.203599 \r\n",
       "L 78.698003 35.037819 \r\n",
       "L 84.909505 48.229402 \r\n",
       "L 91.121008 64.230831 \r\n",
       "L 97.332511 82.377969 \r\n",
       "L 103.544014 101.917618 \r\n",
       "L 109.755517 122.038788 \r\n",
       "L 115.967019 141.906349 \r\n",
       "L 122.178522 160.695699 \r\n",
       "L 128.390025 177.626987 \r\n",
       "L 134.601528 191.99748 \r\n",
       "L 140.81303 203.210732 \r\n",
       "L 147.024533 210.801338 \r\n",
       "L 153.236036 214.454249 \r\n",
       "L 159.447539 214.017852 \r\n",
       "L 165.659042 209.510259 \r\n",
       "L 171.870544 201.118558 \r\n",
       "L 178.082047 189.191045 \r\n",
       "L 184.29355 174.222773 \r\n",
       "L 190.505053 156.834997 \r\n",
       "L 196.716556 137.749398 \r\n",
       "L 202.928058 117.758122 \r\n",
       "L 209.139561 97.690907 \r\n",
       "L 215.351064 78.38064 \r\n",
       "L 221.562567 60.628795 \r\n",
       "L 227.774069 45.17216 \r\n",
       "L 233.985572 32.652263 \r\n",
       "L 240.197075 23.588741 \r\n",
       "L 246.408578 18.357775 \r\n",
       "L 252.620081 17.176477 \r\n",
       "L 258.831583 20.093877 \r\n",
       "L 265.043086 26.988887 \r\n",
       "L 271.254589 37.57533 \r\n",
       "L 277.466092 51.413817 \r\n",
       "L 283.677595 67.929982 \r\n",
       "L 289.889097 86.438322 \r\n",
       "L 296.1006 106.17065 \r\n",
       "L 302.312103 126.307975 \r\n",
       "L 308.523606 146.014499 \r\n",
       "L 314.735108 164.472304 \r\n",
       "L 320.946611 180.915299 \r\n",
       "L 327.158114 194.661018 \r\n",
       "L 333.369617 205.138946 \r\n",
       "L 339.58112 211.914197 \r\n",
       "L 345.792622 214.705564 \r\n",
       "L 352.004125 213.397192 \r\n",
       "L 358.215628 208.043384 \r\n",
       "L 364.427131 198.866351 \r\n",
       "\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:2;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 44.845313 224.64 \r\n",
       "L 44.845313 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path d=\"M 379.645313 224.64 \r\n",
       "L 379.645313 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 44.845313 224.64 \r\n",
       "L 379.645313 224.64 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 44.845313 7.2 \r\n",
       "L 379.645313 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"legend_1\">\r\n",
       "    <g id=\"patch_7\">\r\n",
       "     <path d=\"M 51.845313 219.64 \r\n",
       "L 121.334375 219.64 \r\n",
       "Q 123.334375 219.64 123.334375 217.64 \r\n",
       "L 123.334375 189.28375 \r\n",
       "Q 123.334375 187.28375 121.334375 187.28375 \r\n",
       "L 51.845313 187.28375 \r\n",
       "Q 49.845313 187.28375 49.845313 189.28375 \r\n",
       "L 49.845313 217.64 \r\n",
       "Q 49.845313 219.64 51.845313 219.64 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"line2d_18\">\r\n",
       "     <path d=\"M 53.845313 195.382187 \r\n",
       "L 73.845313 195.382187 \r\n",
       "\" style=\"fill:none;stroke:#0000ff;stroke-dasharray:7.4,3.2;stroke-dashoffset:0;stroke-width:2;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"line2d_19\"/>\r\n",
       "    <g id=\"text_16\">\r\n",
       "     <!-- sinus -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 44.28125 53.078125 \r\n",
       "L 44.28125 44.578125 \r\n",
       "Q 40.484375 46.53125 36.375 47.5 \r\n",
       "Q 32.28125 48.484375 27.875 48.484375 \r\n",
       "Q 21.1875 48.484375 17.84375 46.4375 \r\n",
       "Q 14.5 44.390625 14.5 40.28125 \r\n",
       "Q 14.5 37.15625 16.890625 35.375 \r\n",
       "Q 19.28125 33.59375 26.515625 31.984375 \r\n",
       "L 29.59375 31.296875 \r\n",
       "Q 39.15625 29.25 43.1875 25.515625 \r\n",
       "Q 47.21875 21.78125 47.21875 15.09375 \r\n",
       "Q 47.21875 7.46875 41.1875 3.015625 \r\n",
       "Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
       "Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
       "Q 10.6875 0.296875 5.421875 2 \r\n",
       "L 5.421875 11.28125 \r\n",
       "Q 10.40625 8.6875 15.234375 7.390625 \r\n",
       "Q 20.0625 6.109375 24.8125 6.109375 \r\n",
       "Q 31.15625 6.109375 34.5625 8.28125 \r\n",
       "Q 37.984375 10.453125 37.984375 14.40625 \r\n",
       "Q 37.984375 18.0625 35.515625 20.015625 \r\n",
       "Q 33.0625 21.96875 24.703125 23.78125 \r\n",
       "L 21.578125 24.515625 \r\n",
       "Q 13.234375 26.265625 9.515625 29.90625 \r\n",
       "Q 5.8125 33.546875 5.8125 39.890625 \r\n",
       "Q 5.8125 47.609375 11.28125 51.796875 \r\n",
       "Q 16.75 56 26.8125 56 \r\n",
       "Q 31.78125 56 36.171875 55.265625 \r\n",
       "Q 40.578125 54.546875 44.28125 53.078125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-115\"/>\r\n",
       "      <path d=\"M 9.421875 54.6875 \r\n",
       "L 18.40625 54.6875 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 64.59375 \r\n",
       "L 9.421875 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-105\"/>\r\n",
       "      <path d=\"M 54.890625 33.015625 \r\n",
       "L 54.890625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 45.90625 32.71875 \r\n",
       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
       "Q 30.078125 56 35.796875 56 \r\n",
       "Q 45.21875 56 50.046875 50.171875 \r\n",
       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-110\"/>\r\n",
       "      <path d=\"M 8.5 21.578125 \r\n",
       "L 8.5 54.6875 \r\n",
       "L 17.484375 54.6875 \r\n",
       "L 17.484375 21.921875 \r\n",
       "Q 17.484375 14.15625 20.5 10.265625 \r\n",
       "Q 23.53125 6.390625 29.59375 6.390625 \r\n",
       "Q 36.859375 6.390625 41.078125 11.03125 \r\n",
       "Q 45.3125 15.671875 45.3125 23.6875 \r\n",
       "L 45.3125 54.6875 \r\n",
       "L 54.296875 54.6875 \r\n",
       "L 54.296875 0 \r\n",
       "L 45.3125 0 \r\n",
       "L 45.3125 8.40625 \r\n",
       "Q 42.046875 3.421875 37.71875 1 \r\n",
       "Q 33.40625 -1.421875 27.6875 -1.421875 \r\n",
       "Q 18.265625 -1.421875 13.375 4.4375 \r\n",
       "Q 8.5 10.296875 8.5 21.578125 \r\n",
       "z\r\n",
       "M 31.109375 56 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-117\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(81.845313 198.882187)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"52.099609\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      <use x=\"79.882812\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "      <use x=\"143.261719\" xlink:href=\"#DejaVuSans-117\"/>\r\n",
       "      <use x=\"206.640625\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"line2d_20\">\r\n",
       "     <path d=\"M 53.845313 210.060312 \r\n",
       "L 73.845313 210.060312 \r\n",
       "\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:2;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"line2d_21\"/>\r\n",
       "    <g id=\"text_17\">\r\n",
       "     <!-- cosinus -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 48.78125 52.59375 \r\n",
       "L 48.78125 44.1875 \r\n",
       "Q 44.96875 46.296875 41.140625 47.34375 \r\n",
       "Q 37.3125 48.390625 33.40625 48.390625 \r\n",
       "Q 24.65625 48.390625 19.8125 42.84375 \r\n",
       "Q 14.984375 37.3125 14.984375 27.296875 \r\n",
       "Q 14.984375 17.28125 19.8125 11.734375 \r\n",
       "Q 24.65625 6.203125 33.40625 6.203125 \r\n",
       "Q 37.3125 6.203125 41.140625 7.25 \r\n",
       "Q 44.96875 8.296875 48.78125 10.40625 \r\n",
       "L 48.78125 2.09375 \r\n",
       "Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
       "Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
       "Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
       "Q 5.515625 14.109375 5.515625 27.296875 \r\n",
       "Q 5.515625 40.671875 12.859375 48.328125 \r\n",
       "Q 20.21875 56 33.015625 56 \r\n",
       "Q 37.15625 56 41.109375 55.140625 \r\n",
       "Q 45.0625 54.296875 48.78125 52.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-99\"/>\r\n",
       "      <path d=\"M 30.609375 48.390625 \r\n",
       "Q 23.390625 48.390625 19.1875 42.75 \r\n",
       "Q 14.984375 37.109375 14.984375 27.296875 \r\n",
       "Q 14.984375 17.484375 19.15625 11.84375 \r\n",
       "Q 23.34375 6.203125 30.609375 6.203125 \r\n",
       "Q 37.796875 6.203125 41.984375 11.859375 \r\n",
       "Q 46.1875 17.53125 46.1875 27.296875 \r\n",
       "Q 46.1875 37.015625 41.984375 42.703125 \r\n",
       "Q 37.796875 48.390625 30.609375 48.390625 \r\n",
       "z\r\n",
       "M 30.609375 56 \r\n",
       "Q 42.328125 56 49.015625 48.375 \r\n",
       "Q 55.71875 40.765625 55.71875 27.296875 \r\n",
       "Q 55.71875 13.875 49.015625 6.21875 \r\n",
       "Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
       "Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
       "Q 5.515625 13.875 5.515625 27.296875 \r\n",
       "Q 5.515625 40.765625 12.171875 48.375 \r\n",
       "Q 18.84375 56 30.609375 56 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-111\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(81.845313 213.560312)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-99\"/>\r\n",
       "      <use x=\"54.980469\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "      <use x=\"116.162109\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"168.261719\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      <use x=\"196.044922\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "      <use x=\"259.423828\" xlink:href=\"#DejaVuSans-117\"/>\r\n",
       "      <use x=\"322.802734\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"p710867172d\">\r\n",
       "   <rect height=\"217.44\" width=\"334.8\" x=\"44.845313\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Step by step\n",
    "plt.plot(x, sines, label='sinus', color='blue',             linestyle='--', linewidth=2)\n",
    "\n",
    "plt.plot(x, cosines, label='cosinus', color='red', linestyle='-', linewidth=2)\n",
    "plt.legend()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Scatter (2D) plots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "try:\n",
    "    salary = pd.reat(\"../datasets/salary_table.csv\")\n",
    "except:\n",
    "    url = 'https://raw.githubusercontent.com/neurospin/pystatsml/master/datasets/salary_table.csv'\n",
    "\n",
    "salary = pd.read_csv(url)\n",
    "df = salary"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Simple scatter with colors"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
       "<svg height=\"248.518125pt\" version=\"1.1\" viewBox=\"0 0 388.0125 248.518125\" width=\"388.0125pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">\r\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
       "  </style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 248.518125 \r\n",
       "L 388.0125 248.518125 \r\n",
       "L 388.0125 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 46.0125 224.64 \r\n",
       "L 380.8125 224.64 \r\n",
       "L 380.8125 7.2 \r\n",
       "L 46.0125 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_1\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 5 \r\n",
       "C 1.326016 5 2.597899 4.473168 3.535534 3.535534 \r\n",
       "C 4.473168 2.597899 5 1.326016 5 0 \r\n",
       "C 5 -1.326016 4.473168 -2.597899 3.535534 -3.535534 \r\n",
       "C 2.597899 -4.473168 1.326016 -5 0 -5 \r\n",
       "C -1.326016 -5 -2.597899 -4.473168 -3.535534 -3.535534 \r\n",
       "C -4.473168 -2.597899 -5 -1.326016 -5 0 \r\n",
       "C -5 1.326016 -4.473168 2.597899 -3.535534 3.535534 \r\n",
       "C -2.597899 4.473168 -1.326016 5 0 5 \r\n",
       "z\r\n",
       "\" id=\"C0_0_52ccadc999\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"61.469541\" xlink:href=\"#C0_0_52ccadc999\" y=\"176.585784\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"61.469541\" xlink:href=\"#C0_0_52ccadc999\" y=\"202.497271\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"61.469541\" xlink:href=\"#C0_0_52ccadc999\" y=\"121.461037\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"61.469541\" xlink:href=\"#C0_0_52ccadc999\" y=\"206.210337\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"61.469541\" xlink:href=\"#C0_0_52ccadc999\" y=\"200.680725\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"77.463536\" xlink:href=\"#C0_0_52ccadc999\" y=\"96.657757\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"77.463536\" xlink:href=\"#C0_0_52ccadc999\" y=\"200.623601\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"77.463536\" xlink:href=\"#C0_0_52ccadc999\" y=\"214.756101\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"77.463536\" xlink:href=\"#C0_0_52ccadc999\" y=\"195.790903\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"93.457532\" xlink:href=\"#C0_0_52ccadc999\" y=\"194.442774\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"93.457532\" xlink:href=\"#C0_0_52ccadc999\" y=\"164.029909\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"93.457532\" xlink:href=\"#C0_0_52ccadc999\" y=\"90.956773\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"93.457532\" xlink:href=\"#C0_0_52ccadc999\" y=\"108.905162\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"109.451528\" xlink:href=\"#C0_0_52ccadc999\" y=\"204.679411\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"109.451528\" xlink:href=\"#C0_0_52ccadc999\" y=\"103.615471\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"109.451528\" xlink:href=\"#C0_0_52ccadc999\" y=\"183.954791\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"109.451528\" xlink:href=\"#C0_0_52ccadc999\" y=\"187.919203\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"125.445524\" xlink:href=\"#C0_0_52ccadc999\" y=\"183.794844\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"125.445524\" xlink:href=\"#C0_0_52ccadc999\" y=\"178.859323\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"125.445524\" xlink:href=\"#C0_0_52ccadc999\" y=\"152.719339\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"141.439519\" xlink:href=\"#C0_0_52ccadc999\" y=\"194.180004\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"141.439519\" xlink:href=\"#C0_0_52ccadc999\" y=\"91.173844\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"141.439519\" xlink:href=\"#C0_0_52ccadc999\" y=\"177.008502\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"141.439519\" xlink:href=\"#C0_0_52ccadc999\" y=\"73.671023\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.433515\" xlink:href=\"#C0_0_52ccadc999\" y=\"141.145998\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"173.427511\" xlink:href=\"#C0_0_52ccadc999\" y=\"165.994977\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"173.427511\" xlink:href=\"#C0_0_52ccadc999\" y=\"136.279026\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"173.427511\" xlink:href=\"#C0_0_52ccadc999\" y=\"81.668395\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"173.427511\" xlink:href=\"#C0_0_52ccadc999\" y=\"180.333124\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"205.415502\" xlink:href=\"#C0_0_52ccadc999\" y=\"169.833716\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"205.415502\" xlink:href=\"#C0_0_52ccadc999\" y=\"152.98211\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"205.415502\" xlink:href=\"#C0_0_52ccadc999\" y=\"70.357826\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"205.415502\" xlink:href=\"#C0_0_52ccadc999\" y=\"63.434386\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"221.409498\" xlink:href=\"#C0_0_52ccadc999\" y=\"44.811932\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"221.409498\" xlink:href=\"#C0_0_52ccadc999\" y=\"165.332338\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"237.403494\" xlink:href=\"#C0_0_52ccadc999\" y=\"142.242781\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"237.403494\" xlink:href=\"#C0_0_52ccadc999\" y=\"58.978707\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"253.397489\" xlink:href=\"#C0_0_52ccadc999\" y=\"152.433718\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"253.397489\" xlink:href=\"#C0_0_52ccadc999\" y=\"34.3011\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"269.391485\" xlink:href=\"#C0_0_52ccadc999\" y=\"130.0525\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"285.385481\" xlink:href=\"#C0_0_52ccadc999\" y=\"41.670108\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"301.379476\" xlink:href=\"#C0_0_52ccadc999\" y=\"17.083899\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"301.379476\" xlink:href=\"#C0_0_52ccadc999\" y=\"119.895837\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"301.379476\" xlink:href=\"#C0_0_52ccadc999\" y=\"135.376465\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"317.373472\" xlink:href=\"#C0_0_52ccadc999\" y=\"115.680079\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p183b62c168)\">\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"365.355459\" xlink:href=\"#C0_0_52ccadc999\" y=\"114.092029\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"m22ab70ee4d\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"85.460534\" xlink:href=\"#m22ab70ee4d\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 2.5 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 19.1875 8.296875 \r\n",
       "L 53.609375 8.296875 \r\n",
       "L 53.609375 0 \r\n",
       "L 7.328125 0 \r\n",
       "L 7.328125 8.296875 \r\n",
       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
       "L 7.8125 69.390625 \r\n",
       "Q 13.765625 71.78125 18.9375 73 \r\n",
       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-50\"/>\r\n",
       "       <path d=\"M 10.6875 12.40625 \r\n",
       "L 21 12.40625 \r\n",
       "L 21 0 \r\n",
       "L 10.6875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-46\"/>\r\n",
       "       <path d=\"M 10.796875 72.90625 \r\n",
       "L 49.515625 72.90625 \r\n",
       "L 49.515625 64.59375 \r\n",
       "L 19.828125 64.59375 \r\n",
       "L 19.828125 46.734375 \r\n",
       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
       "Q 40.625 48.1875 47.75 41.5 \r\n",
       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
       "L 7.71875 11.625 \r\n",
       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
       "Q 45.015625 31 40.078125 35.4375 \r\n",
       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-53\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(77.508972 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"125.445524\" xlink:href=\"#m22ab70ee4d\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 5.0 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 31.78125 66.40625 \r\n",
       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
       "Q 16.5 51.421875 16.5 36.375 \r\n",
       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
       "Q 47.125 21.390625 47.125 36.375 \r\n",
       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
       "z\r\n",
       "M 31.78125 74.21875 \r\n",
       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-48\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(117.493961 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"165.430513\" xlink:href=\"#m22ab70ee4d\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 7.5 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 8.203125 72.90625 \r\n",
       "L 55.078125 72.90625 \r\n",
       "L 55.078125 68.703125 \r\n",
       "L 28.609375 0 \r\n",
       "L 18.3125 0 \r\n",
       "L 43.21875 64.59375 \r\n",
       "L 8.203125 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-55\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(157.47895 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"205.415502\" xlink:href=\"#m22ab70ee4d\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 10.0 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 12.40625 8.296875 \r\n",
       "L 28.515625 8.296875 \r\n",
       "L 28.515625 63.921875 \r\n",
       "L 10.984375 60.40625 \r\n",
       "L 10.984375 69.390625 \r\n",
       "L 28.421875 72.90625 \r\n",
       "L 38.28125 72.90625 \r\n",
       "L 38.28125 8.296875 \r\n",
       "L 54.390625 8.296875 \r\n",
       "L 54.390625 0 \r\n",
       "L 12.40625 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-49\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(194.28269 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"245.400491\" xlink:href=\"#m22ab70ee4d\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 12.5 -->\r\n",
       "      <g transform=\"translate(234.267679 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_6\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"285.385481\" xlink:href=\"#m22ab70ee4d\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 15.0 -->\r\n",
       "      <g transform=\"translate(274.252668 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_7\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"325.37047\" xlink:href=\"#m22ab70ee4d\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 17.5 -->\r\n",
       "      <g transform=\"translate(314.237657 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_8\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"365.355459\" xlink:href=\"#m22ab70ee4d\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 20.0 -->\r\n",
       "      <g transform=\"translate(354.222647 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"m0e066b1ec3\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.0125\" xlink:href=\"#m0e066b1ec3\" y=\"220.868379\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- 10000 -->\r\n",
       "      <g transform=\"translate(7.2 224.667597)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.0125\" xlink:href=\"#m0e066b1ec3\" y=\"192.306333\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- 12500 -->\r\n",
       "      <g transform=\"translate(7.2 196.105552)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_11\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.0125\" xlink:href=\"#m0e066b1ec3\" y=\"163.744288\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- 15000 -->\r\n",
       "      <g transform=\"translate(7.2 167.543507)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_12\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.0125\" xlink:href=\"#m0e066b1ec3\" y=\"135.182243\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_12\">\r\n",
       "      <!-- 17500 -->\r\n",
       "      <g transform=\"translate(7.2 138.981462)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_13\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.0125\" xlink:href=\"#m0e066b1ec3\" y=\"106.620198\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_13\">\r\n",
       "      <!-- 20000 -->\r\n",
       "      <g transform=\"translate(7.2 110.419417)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_14\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.0125\" xlink:href=\"#m0e066b1ec3\" y=\"78.058153\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_14\">\r\n",
       "      <!-- 22500 -->\r\n",
       "      <g transform=\"translate(7.2 81.857372)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_7\">\r\n",
       "     <g id=\"line2d_15\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.0125\" xlink:href=\"#m0e066b1ec3\" y=\"49.496108\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_15\">\r\n",
       "      <!-- 25000 -->\r\n",
       "      <g transform=\"translate(7.2 53.295327)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_8\">\r\n",
       "     <g id=\"line2d_16\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.0125\" xlink:href=\"#m0e066b1ec3\" y=\"20.934063\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_16\">\r\n",
       "      <!-- 27500 -->\r\n",
       "      <g transform=\"translate(7.2 24.733282)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 46.0125 224.64 \r\n",
       "L 46.0125 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path d=\"M 380.8125 224.64 \r\n",
       "L 380.8125 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 46.0125 224.64 \r\n",
       "L 380.8125 224.64 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 46.0125 7.2 \r\n",
       "L 380.8125 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"p183b62c168\">\r\n",
       "   <rect height=\"217.44\" width=\"334.8\" x=\"46.0125\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "colors = colors_edu = {\"Bachelor\": \"r\",'Master':'g', 'Ph.D':'blue'}\n",
    "plt.scatter(df['experience'], df['salary'], c=df['education'].apply(lambda x: colors[x]), s=100)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Scatter plot with colors and symbols"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# list(salary.groupby(['education', 'management']))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
       "<svg height=\"316.55625pt\" version=\"1.1\" viewBox=\"0 0 401.690625 316.55625\" width=\"401.690625pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">\r\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
       "  </style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 316.55625 \r\n",
       "L 401.690625 316.55625 \r\n",
       "L 401.690625 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 59.690625 279 \r\n",
       "L 394.490625 279 \r\n",
       "L 394.490625 7.2 \r\n",
       "L 59.690625 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_1\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 3.061862 \r\n",
       "C 0.812015 3.061862 1.590882 2.739245 2.165064 2.165064 \r\n",
       "C 2.739245 1.590882 3.061862 0.812015 3.061862 0 \r\n",
       "C 3.061862 -0.812015 2.739245 -1.590882 2.165064 -2.165064 \r\n",
       "C 1.590882 -2.739245 0.812015 -3.061862 0 -3.061862 \r\n",
       "C -0.812015 -3.061862 -1.590882 -2.739245 -2.165064 -2.165064 \r\n",
       "C -2.739245 -1.590882 -3.061862 -0.812015 -3.061862 0 \r\n",
       "C -3.061862 0.812015 -2.739245 1.590882 -2.165064 2.165064 \r\n",
       "C -1.590882 2.739245 -0.812015 3.061862 0 3.061862 \r\n",
       "z\r\n",
       "\" id=\"m080dccf442\" style=\"stroke:#ff0000;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p5447608b67)\">\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"96.430591\" xlink:href=\"#m080dccf442\" y=\"266.645296\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"127.841504\" xlink:href=\"#m080dccf442\" y=\"254.206398\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"159.252418\" xlink:href=\"#m080dccf442\" y=\"241.245687\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"190.663331\" xlink:href=\"#m080dccf442\" y=\"224.15278\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"222.074244\" xlink:href=\"#m080dccf442\" y=\"211.192069\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"237.779701\" xlink:href=\"#m080dccf442\" y=\"205.635464\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"269.190614\" xlink:href=\"#m080dccf442\" y=\"189.713111\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"316.306985\" xlink:href=\"#m080dccf442\" y=\"168.657244\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"379.128811\" xlink:href=\"#m080dccf442\" y=\"142.383246\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_2\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 -6.123724 \r\n",
       "L -1.374862 -1.892335 \r\n",
       "L -5.824008 -1.892335 \r\n",
       "L -2.224573 0.722808 \r\n",
       "L -3.599435 4.954197 \r\n",
       "L -0 2.339054 \r\n",
       "L 3.599435 4.954197 \r\n",
       "L 2.224573 0.722808 \r\n",
       "L 5.824008 -1.892335 \r\n",
       "L 1.374862 -1.892335 \r\n",
       "z\r\n",
       "\" id=\"m0631162856\" style=\"stroke:#ff0000;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p5447608b67)\">\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"80.725134\" xlink:href=\"#m0631162856\" y=\"219.526977\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"112.136048\" xlink:href=\"#m0631162856\" y=\"204.027715\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"143.546961\" xlink:href=\"#m0631162856\" y=\"190.065687\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"174.957874\" xlink:href=\"#m0631162856\" y=\"175.779289\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"190.663331\" xlink:href=\"#m0631162856\" y=\"169.771386\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_3\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 3.061862 \r\n",
       "C 0.812015 3.061862 1.590882 2.739245 2.165064 2.165064 \r\n",
       "C 2.739245 1.590882 3.061862 0.812015 3.061862 0 \r\n",
       "C 3.061862 -0.812015 2.739245 -1.590882 2.165064 -2.165064 \r\n",
       "C 1.590882 -2.739245 0.812015 -3.061862 0 -3.061862 \r\n",
       "C -0.812015 -3.061862 -1.590882 -2.739245 -2.165064 -2.165064 \r\n",
       "C -2.739245 -1.590882 -3.061862 -0.812015 -3.061862 0 \r\n",
       "C -3.061862 0.812015 -2.739245 1.590882 -2.165064 2.165064 \r\n",
       "C -1.590882 2.739245 -0.812015 3.061862 0 3.061862 \r\n",
       "z\r\n",
       "\" id=\"mca4ea32daf\" style=\"stroke:#008000;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p5447608b67)\">\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"80.725134\" xlink:href=\"#mca4ea32daf\" y=\"256.096208\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"96.430591\" xlink:href=\"#mca4ea32daf\" y=\"249.199812\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"112.136048\" xlink:href=\"#mca4ea32daf\" y=\"241.570057\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"127.841504\" xlink:href=\"#mca4ea32daf\" y=\"233.517211\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"143.546961\" xlink:href=\"#mca4ea32daf\" y=\"228.426007\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"159.252418\" xlink:href=\"#mca4ea32daf\" y=\"220.04879\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"190.663331\" xlink:href=\"#mca4ea32daf\" y=\"206.453441\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"222.074244\" xlink:href=\"#mca4ea32daf\" y=\"190.390058\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"253.485158\" xlink:href=\"#mca4ea32daf\" y=\"177.133182\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"284.896071\" xlink:href=\"#mca4ea32daf\" y=\"162.085219\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"316.306985\" xlink:href=\"#mca4ea32daf\" y=\"149.5476\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"332.012441\" xlink:href=\"#mca4ea32daf\" y=\"144.343571\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_4\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 -6.123724 \r\n",
       "L -1.374862 -1.892335 \r\n",
       "L -5.824008 -1.892335 \r\n",
       "L -2.224573 0.722808 \r\n",
       "L -3.599435 4.954197 \r\n",
       "L -0 2.339054 \r\n",
       "L 3.599435 4.954197 \r\n",
       "L 2.224573 0.722808 \r\n",
       "L 5.824008 -1.892335 \r\n",
       "L 1.374862 -1.892335 \r\n",
       "z\r\n",
       "\" id=\"ma04aa7f897\" style=\"stroke:#008000;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p5447608b67)\">\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"96.430591\" xlink:href=\"#ma04aa7f897\" y=\"120.861979\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"112.136048\" xlink:href=\"#ma04aa7f897\" y=\"113.824552\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"159.252418\" xlink:href=\"#ma04aa7f897\" y=\"92.486625\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"222.074244\" xlink:href=\"#ma04aa7f897\" y=\"79.850284\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"237.779701\" xlink:href=\"#ma04aa7f897\" y=\"56.862298\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"269.190614\" xlink:href=\"#ma04aa7f897\" y=\"43.887484\"/>\r\n",
       "     <use style=\"fill:#008000;stroke:#008000;\" x=\"316.306985\" xlink:href=\"#ma04aa7f897\" y=\"22.634175\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_5\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 3.061862 \r\n",
       "C 0.812015 3.061862 1.590882 2.739245 2.165064 2.165064 \r\n",
       "C 2.739245 1.590882 3.061862 0.812015 3.061862 0 \r\n",
       "C 3.061862 -0.812015 2.739245 -1.590882 2.165064 -2.165064 \r\n",
       "C 1.590882 -2.739245 0.812015 -3.061862 0 -3.061862 \r\n",
       "C -0.812015 -3.061862 -1.590882 -2.739245 -2.165064 -2.165064 \r\n",
       "C -2.739245 -1.590882 -3.061862 -0.812015 -3.061862 0 \r\n",
       "C -3.061862 0.812015 -2.739245 1.590882 -2.165064 2.165064 \r\n",
       "C -1.590882 2.739245 -0.812015 3.061862 0 3.061862 \r\n",
       "z\r\n",
       "\" id=\"mb587149d43\" style=\"stroke:#0000ff;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p5447608b67)\">\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"80.725134\" xlink:href=\"#mb587149d43\" y=\"251.512714\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"80.725134\" xlink:href=\"#mb587149d43\" y=\"249.270327\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"96.430591\" xlink:href=\"#mb587149d43\" y=\"243.234218\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"127.841504\" xlink:href=\"#mb587149d43\" y=\"228.62345\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"143.546961\" xlink:href=\"#mb587149d43\" y=\"222.333485\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_6\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 -6.123724 \r\n",
       "L -1.374862 -1.892335 \r\n",
       "L -5.824008 -1.892335 \r\n",
       "L -2.224573 0.722808 \r\n",
       "L -3.599435 4.954197 \r\n",
       "L -0 2.339054 \r\n",
       "L 3.599435 4.954197 \r\n",
       "L 2.224573 0.722808 \r\n",
       "L 5.824008 -1.892335 \r\n",
       "L 1.374862 -1.892335 \r\n",
       "z\r\n",
       "\" id=\"m3514c4721d\" style=\"stroke:#0000ff;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p5447608b67)\">\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"80.725134\" xlink:href=\"#m3514c4721d\" y=\"151.479719\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"112.136048\" xlink:href=\"#m3514c4721d\" y=\"135.980457\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"127.841504\" xlink:href=\"#m3514c4721d\" y=\"129.450741\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"159.252418\" xlink:href=\"#m3514c4721d\" y=\"114.09251\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"190.663331\" xlink:href=\"#m3514c4721d\" y=\"102.358766\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"222.074244\" xlink:href=\"#m3514c4721d\" y=\"88.396738\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"253.485158\" xlink:href=\"#m3514c4721d\" y=\"74.350091\"/>\r\n",
       "     <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"300.601528\" xlink:href=\"#m3514c4721d\" y=\"52.983957\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"me6d9303e19\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"65.019677\" xlink:href=\"#me6d9303e19\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 0.0 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 31.78125 66.40625 \r\n",
       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
       "Q 16.5 51.421875 16.5 36.375 \r\n",
       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
       "Q 47.125 21.390625 47.125 36.375 \r\n",
       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
       "z\r\n",
       "M 31.78125 74.21875 \r\n",
       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-48\"/>\r\n",
       "       <path d=\"M 10.6875 12.40625 \r\n",
       "L 21 12.40625 \r\n",
       "L 21 0 \r\n",
       "L 10.6875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-46\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(57.068115 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"104.283319\" xlink:href=\"#me6d9303e19\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 2.5 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 19.1875 8.296875 \r\n",
       "L 53.609375 8.296875 \r\n",
       "L 53.609375 0 \r\n",
       "L 7.328125 0 \r\n",
       "L 7.328125 8.296875 \r\n",
       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
       "L 7.8125 69.390625 \r\n",
       "Q 13.765625 71.78125 18.9375 73 \r\n",
       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-50\"/>\r\n",
       "       <path d=\"M 10.796875 72.90625 \r\n",
       "L 49.515625 72.90625 \r\n",
       "L 49.515625 64.59375 \r\n",
       "L 19.828125 64.59375 \r\n",
       "L 19.828125 46.734375 \r\n",
       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
       "Q 40.625 48.1875 47.75 41.5 \r\n",
       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
       "L 7.71875 11.625 \r\n",
       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
       "Q 45.015625 31 40.078125 35.4375 \r\n",
       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-53\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(96.331757 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"143.546961\" xlink:href=\"#me6d9303e19\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 5.0 -->\r\n",
       "      <g transform=\"translate(135.595398 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"182.810603\" xlink:href=\"#me6d9303e19\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 7.5 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 8.203125 72.90625 \r\n",
       "L 55.078125 72.90625 \r\n",
       "L 55.078125 68.703125 \r\n",
       "L 28.609375 0 \r\n",
       "L 18.3125 0 \r\n",
       "L 43.21875 64.59375 \r\n",
       "L 8.203125 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-55\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(174.85904 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"222.074244\" xlink:href=\"#me6d9303e19\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 10.0 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 12.40625 8.296875 \r\n",
       "L 28.515625 8.296875 \r\n",
       "L 28.515625 63.921875 \r\n",
       "L 10.984375 60.40625 \r\n",
       "L 10.984375 69.390625 \r\n",
       "L 28.421875 72.90625 \r\n",
       "L 38.28125 72.90625 \r\n",
       "L 38.28125 8.296875 \r\n",
       "L 54.390625 8.296875 \r\n",
       "L 54.390625 0 \r\n",
       "L 12.40625 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-49\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(210.941432 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_6\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"261.337886\" xlink:href=\"#me6d9303e19\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 12.5 -->\r\n",
       "      <g transform=\"translate(250.205074 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_7\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"300.601528\" xlink:href=\"#me6d9303e19\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 15.0 -->\r\n",
       "      <g transform=\"translate(289.468715 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_8\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"339.86517\" xlink:href=\"#me6d9303e19\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 17.5 -->\r\n",
       "      <g transform=\"translate(328.732357 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_9\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"379.128811\" xlink:href=\"#me6d9303e19\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- 20.0 -->\r\n",
       "      <g transform=\"translate(367.995999 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_10\">\r\n",
       "     <!-- Experience -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 9.8125 72.90625 \r\n",
       "L 55.90625 72.90625 \r\n",
       "L 55.90625 64.59375 \r\n",
       "L 19.671875 64.59375 \r\n",
       "L 19.671875 43.015625 \r\n",
       "L 54.390625 43.015625 \r\n",
       "L 54.390625 34.71875 \r\n",
       "L 19.671875 34.71875 \r\n",
       "L 19.671875 8.296875 \r\n",
       "L 56.78125 8.296875 \r\n",
       "L 56.78125 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-69\"/>\r\n",
       "      <path d=\"M 54.890625 54.6875 \r\n",
       "L 35.109375 28.078125 \r\n",
       "L 55.90625 0 \r\n",
       "L 45.3125 0 \r\n",
       "L 29.390625 21.484375 \r\n",
       "L 13.484375 0 \r\n",
       "L 2.875 0 \r\n",
       "L 24.125 28.609375 \r\n",
       "L 4.6875 54.6875 \r\n",
       "L 15.28125 54.6875 \r\n",
       "L 29.78125 35.203125 \r\n",
       "L 44.28125 54.6875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-120\"/>\r\n",
       "      <path d=\"M 18.109375 8.203125 \r\n",
       "L 18.109375 -20.796875 \r\n",
       "L 9.078125 -20.796875 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.390625 \r\n",
       "Q 20.953125 51.265625 25.265625 53.625 \r\n",
       "Q 29.59375 56 35.59375 56 \r\n",
       "Q 45.5625 56 51.78125 48.09375 \r\n",
       "Q 58.015625 40.1875 58.015625 27.296875 \r\n",
       "Q 58.015625 14.40625 51.78125 6.484375 \r\n",
       "Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
       "Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
       "Q 20.953125 3.328125 18.109375 8.203125 \r\n",
       "z\r\n",
       "M 48.6875 27.296875 \r\n",
       "Q 48.6875 37.203125 44.609375 42.84375 \r\n",
       "Q 40.53125 48.484375 33.40625 48.484375 \r\n",
       "Q 26.265625 48.484375 22.1875 42.84375 \r\n",
       "Q 18.109375 37.203125 18.109375 27.296875 \r\n",
       "Q 18.109375 17.390625 22.1875 11.75 \r\n",
       "Q 26.265625 6.109375 33.40625 6.109375 \r\n",
       "Q 40.53125 6.109375 44.609375 11.75 \r\n",
       "Q 48.6875 17.390625 48.6875 27.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-112\"/>\r\n",
       "      <path d=\"M 56.203125 29.59375 \r\n",
       "L 56.203125 25.203125 \r\n",
       "L 14.890625 25.203125 \r\n",
       "Q 15.484375 15.921875 20.484375 11.0625 \r\n",
       "Q 25.484375 6.203125 34.421875 6.203125 \r\n",
       "Q 39.59375 6.203125 44.453125 7.46875 \r\n",
       "Q 49.3125 8.734375 54.109375 11.28125 \r\n",
       "L 54.109375 2.78125 \r\n",
       "Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
       "Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
       "Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
       "Q 5.515625 13.8125 5.515625 26.8125 \r\n",
       "Q 5.515625 40.234375 12.765625 48.109375 \r\n",
       "Q 20.015625 56 32.328125 56 \r\n",
       "Q 43.359375 56 49.78125 48.890625 \r\n",
       "Q 56.203125 41.796875 56.203125 29.59375 \r\n",
       "z\r\n",
       "M 47.21875 32.234375 \r\n",
       "Q 47.125 39.59375 43.09375 43.984375 \r\n",
       "Q 39.0625 48.390625 32.421875 48.390625 \r\n",
       "Q 24.90625 48.390625 20.390625 44.140625 \r\n",
       "Q 15.875 39.890625 15.1875 32.171875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-101\"/>\r\n",
       "      <path d=\"M 41.109375 46.296875 \r\n",
       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
       "Q 36.03125 48 33.890625 48 \r\n",
       "Q 26.265625 48 22.1875 43.046875 \r\n",
       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
       "Q 30.03125 56 36.53125 56 \r\n",
       "Q 37.453125 56 38.578125 55.875 \r\n",
       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-114\"/>\r\n",
       "      <path d=\"M 9.421875 54.6875 \r\n",
       "L 18.40625 54.6875 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 64.59375 \r\n",
       "L 9.421875 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-105\"/>\r\n",
       "      <path d=\"M 54.890625 33.015625 \r\n",
       "L 54.890625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 45.90625 32.71875 \r\n",
       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
       "Q 30.078125 56 35.796875 56 \r\n",
       "Q 45.21875 56 50.046875 50.171875 \r\n",
       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-110\"/>\r\n",
       "      <path d=\"M 48.78125 52.59375 \r\n",
       "L 48.78125 44.1875 \r\n",
       "Q 44.96875 46.296875 41.140625 47.34375 \r\n",
       "Q 37.3125 48.390625 33.40625 48.390625 \r\n",
       "Q 24.65625 48.390625 19.8125 42.84375 \r\n",
       "Q 14.984375 37.3125 14.984375 27.296875 \r\n",
       "Q 14.984375 17.28125 19.8125 11.734375 \r\n",
       "Q 24.65625 6.203125 33.40625 6.203125 \r\n",
       "Q 37.3125 6.203125 41.140625 7.25 \r\n",
       "Q 44.96875 8.296875 48.78125 10.40625 \r\n",
       "L 48.78125 2.09375 \r\n",
       "Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
       "Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
       "Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
       "Q 5.515625 14.109375 5.515625 27.296875 \r\n",
       "Q 5.515625 40.671875 12.859375 48.328125 \r\n",
       "Q 20.21875 56 33.015625 56 \r\n",
       "Q 37.15625 56 41.109375 55.140625 \r\n",
       "Q 45.0625 54.296875 48.78125 52.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-99\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(199.205469 307.276562)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-69\"/>\r\n",
       "      <use x=\"63.183594\" xlink:href=\"#DejaVuSans-120\"/>\r\n",
       "      <use x=\"122.363281\" xlink:href=\"#DejaVuSans-112\"/>\r\n",
       "      <use x=\"185.839844\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"247.363281\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      <use x=\"288.476562\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      <use x=\"316.259766\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"377.783203\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "      <use x=\"441.162109\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
       "      <use x=\"496.142578\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"mbf4415dc73\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mbf4415dc73\" y=\"274.190432\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- 10000 -->\r\n",
       "      <g transform=\"translate(20.878125 277.989651)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_11\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mbf4415dc73\" y=\"238.932785\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_12\">\r\n",
       "      <!-- 12500 -->\r\n",
       "      <g transform=\"translate(20.878125 242.732004)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_12\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mbf4415dc73\" y=\"203.675139\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_13\">\r\n",
       "      <!-- 15000 -->\r\n",
       "      <g transform=\"translate(20.878125 207.474358)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_13\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mbf4415dc73\" y=\"168.417492\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_14\">\r\n",
       "      <!-- 17500 -->\r\n",
       "      <g transform=\"translate(20.878125 172.216711)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_14\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mbf4415dc73\" y=\"133.159846\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_15\">\r\n",
       "      <!-- 20000 -->\r\n",
       "      <g transform=\"translate(20.878125 136.959064)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_15\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mbf4415dc73\" y=\"97.902199\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_16\">\r\n",
       "      <!-- 22500 -->\r\n",
       "      <g transform=\"translate(20.878125 101.701418)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_7\">\r\n",
       "     <g id=\"line2d_16\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mbf4415dc73\" y=\"62.644552\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_17\">\r\n",
       "      <!-- 25000 -->\r\n",
       "      <g transform=\"translate(20.878125 66.443771)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_8\">\r\n",
       "     <g id=\"line2d_17\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mbf4415dc73\" y=\"27.386906\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_18\">\r\n",
       "      <!-- 27500 -->\r\n",
       "      <g transform=\"translate(20.878125 31.186125)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_19\">\r\n",
       "     <!-- Salary -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 53.515625 70.515625 \r\n",
       "L 53.515625 60.890625 \r\n",
       "Q 47.90625 63.578125 42.921875 64.890625 \r\n",
       "Q 37.9375 66.21875 33.296875 66.21875 \r\n",
       "Q 25.25 66.21875 20.875 63.09375 \r\n",
       "Q 16.5 59.96875 16.5 54.203125 \r\n",
       "Q 16.5 49.359375 19.40625 46.890625 \r\n",
       "Q 22.3125 44.4375 30.421875 42.921875 \r\n",
       "L 36.375 41.703125 \r\n",
       "Q 47.40625 39.59375 52.65625 34.296875 \r\n",
       "Q 57.90625 29 57.90625 20.125 \r\n",
       "Q 57.90625 9.515625 50.796875 4.046875 \r\n",
       "Q 43.703125 -1.421875 29.984375 -1.421875 \r\n",
       "Q 24.8125 -1.421875 18.96875 -0.25 \r\n",
       "Q 13.140625 0.921875 6.890625 3.21875 \r\n",
       "L 6.890625 13.375 \r\n",
       "Q 12.890625 10.015625 18.65625 8.296875 \r\n",
       "Q 24.421875 6.59375 29.984375 6.59375 \r\n",
       "Q 38.421875 6.59375 43.015625 9.90625 \r\n",
       "Q 47.609375 13.234375 47.609375 19.390625 \r\n",
       "Q 47.609375 24.75 44.3125 27.78125 \r\n",
       "Q 41.015625 30.8125 33.5 32.328125 \r\n",
       "L 27.484375 33.5 \r\n",
       "Q 16.453125 35.6875 11.515625 40.375 \r\n",
       "Q 6.59375 45.0625 6.59375 53.421875 \r\n",
       "Q 6.59375 63.09375 13.40625 68.65625 \r\n",
       "Q 20.21875 74.21875 32.171875 74.21875 \r\n",
       "Q 37.3125 74.21875 42.625 73.28125 \r\n",
       "Q 47.953125 72.359375 53.515625 70.515625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-83\"/>\r\n",
       "      <path d=\"M 34.28125 27.484375 \r\n",
       "Q 23.390625 27.484375 19.1875 25 \r\n",
       "Q 14.984375 22.515625 14.984375 16.5 \r\n",
       "Q 14.984375 11.71875 18.140625 8.90625 \r\n",
       "Q 21.296875 6.109375 26.703125 6.109375 \r\n",
       "Q 34.1875 6.109375 38.703125 11.40625 \r\n",
       "Q 43.21875 16.703125 43.21875 25.484375 \r\n",
       "L 43.21875 27.484375 \r\n",
       "z\r\n",
       "M 52.203125 31.203125 \r\n",
       "L 52.203125 0 \r\n",
       "L 43.21875 0 \r\n",
       "L 43.21875 8.296875 \r\n",
       "Q 40.140625 3.328125 35.546875 0.953125 \r\n",
       "Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
       "Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
       "Q 6 8.015625 6 15.921875 \r\n",
       "Q 6 25.140625 12.171875 29.828125 \r\n",
       "Q 18.359375 34.515625 30.609375 34.515625 \r\n",
       "L 43.21875 34.515625 \r\n",
       "L 43.21875 35.40625 \r\n",
       "Q 43.21875 41.609375 39.140625 45 \r\n",
       "Q 35.0625 48.390625 27.6875 48.390625 \r\n",
       "Q 23 48.390625 18.546875 47.265625 \r\n",
       "Q 14.109375 46.140625 10.015625 43.890625 \r\n",
       "L 10.015625 52.203125 \r\n",
       "Q 14.9375 54.109375 19.578125 55.046875 \r\n",
       "Q 24.21875 56 28.609375 56 \r\n",
       "Q 40.484375 56 46.34375 49.84375 \r\n",
       "Q 52.203125 43.703125 52.203125 31.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-97\"/>\r\n",
       "      <path d=\"M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-108\"/>\r\n",
       "      <path d=\"M 32.171875 -5.078125 \r\n",
       "Q 28.375 -14.84375 24.75 -17.8125 \r\n",
       "Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
       "L 7.90625 -20.796875 \r\n",
       "L 7.90625 -13.28125 \r\n",
       "L 13.1875 -13.28125 \r\n",
       "Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
       "Q 21 -9.765625 23.484375 -3.21875 \r\n",
       "L 25.09375 0.875 \r\n",
       "L 2.984375 54.6875 \r\n",
       "L 12.5 54.6875 \r\n",
       "L 29.59375 11.921875 \r\n",
       "L 46.6875 54.6875 \r\n",
       "L 56.203125 54.6875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-121\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(14.798438 158.80625)rotate(-90)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-83\"/>\r\n",
       "      <use x=\"63.476562\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"124.755859\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "      <use x=\"152.539062\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"213.818359\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      <use x=\"254.931641\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 59.690625 279 \r\n",
       "L 59.690625 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path d=\"M 394.490625 279 \r\n",
       "L 394.490625 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 59.690625 279 \r\n",
       "L 394.490625 279 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 59.690625 7.2 \r\n",
       "L 394.490625 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"legend_1\">\r\n",
       "    <g id=\"patch_7\">\r\n",
       "     <path d=\"M 300.654688 274 \r\n",
       "L 387.490625 274 \r\n",
       "Q 389.490625 274 389.490625 272 \r\n",
       "L 389.490625 184.93125 \r\n",
       "Q 389.490625 182.93125 387.490625 182.93125 \r\n",
       "L 300.654688 182.93125 \r\n",
       "Q 298.654688 182.93125 298.654688 184.93125 \r\n",
       "L 298.654688 272 \r\n",
       "Q 298.654688 274 300.654688 274 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"PathCollection_7\">\r\n",
       "     <g>\r\n",
       "      <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"312.654688\" xlink:href=\"#m080dccf442\" y=\"191.904687\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_20\">\r\n",
       "     <!-- N/Bachelor -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 9.8125 72.90625 \r\n",
       "L 23.09375 72.90625 \r\n",
       "L 55.421875 11.921875 \r\n",
       "L 55.421875 72.90625 \r\n",
       "L 64.984375 72.90625 \r\n",
       "L 64.984375 0 \r\n",
       "L 51.703125 0 \r\n",
       "L 19.390625 60.984375 \r\n",
       "L 19.390625 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-78\"/>\r\n",
       "      <path d=\"M 25.390625 72.90625 \r\n",
       "L 33.6875 72.90625 \r\n",
       "L 8.296875 -9.28125 \r\n",
       "L 0 -9.28125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-47\"/>\r\n",
       "      <path d=\"M 19.671875 34.8125 \r\n",
       "L 19.671875 8.109375 \r\n",
       "L 35.5 8.109375 \r\n",
       "Q 43.453125 8.109375 47.28125 11.40625 \r\n",
       "Q 51.125 14.703125 51.125 21.484375 \r\n",
       "Q 51.125 28.328125 47.28125 31.5625 \r\n",
       "Q 43.453125 34.8125 35.5 34.8125 \r\n",
       "z\r\n",
       "M 19.671875 64.796875 \r\n",
       "L 19.671875 42.828125 \r\n",
       "L 34.28125 42.828125 \r\n",
       "Q 41.5 42.828125 45.03125 45.53125 \r\n",
       "Q 48.578125 48.25 48.578125 53.8125 \r\n",
       "Q 48.578125 59.328125 45.03125 62.0625 \r\n",
       "Q 41.5 64.796875 34.28125 64.796875 \r\n",
       "z\r\n",
       "M 9.8125 72.90625 \r\n",
       "L 35.015625 72.90625 \r\n",
       "Q 46.296875 72.90625 52.390625 68.21875 \r\n",
       "Q 58.5 63.53125 58.5 54.890625 \r\n",
       "Q 58.5 48.1875 55.375 44.234375 \r\n",
       "Q 52.25 40.28125 46.1875 39.3125 \r\n",
       "Q 53.46875 37.75 57.5 32.78125 \r\n",
       "Q 61.53125 27.828125 61.53125 20.40625 \r\n",
       "Q 61.53125 10.640625 54.890625 5.3125 \r\n",
       "Q 48.25 0 35.984375 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-66\"/>\r\n",
       "      <path d=\"M 54.890625 33.015625 \r\n",
       "L 54.890625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 45.90625 32.71875 \r\n",
       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 75.984375 \r\n",
       "L 18.109375 75.984375 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
       "Q 30.078125 56 35.796875 56 \r\n",
       "Q 45.21875 56 50.046875 50.171875 \r\n",
       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-104\"/>\r\n",
       "      <path d=\"M 30.609375 48.390625 \r\n",
       "Q 23.390625 48.390625 19.1875 42.75 \r\n",
       "Q 14.984375 37.109375 14.984375 27.296875 \r\n",
       "Q 14.984375 17.484375 19.15625 11.84375 \r\n",
       "Q 23.34375 6.203125 30.609375 6.203125 \r\n",
       "Q 37.796875 6.203125 41.984375 11.859375 \r\n",
       "Q 46.1875 17.53125 46.1875 27.296875 \r\n",
       "Q 46.1875 37.015625 41.984375 42.703125 \r\n",
       "Q 37.796875 48.390625 30.609375 48.390625 \r\n",
       "z\r\n",
       "M 30.609375 56 \r\n",
       "Q 42.328125 56 49.015625 48.375 \r\n",
       "Q 55.71875 40.765625 55.71875 27.296875 \r\n",
       "Q 55.71875 13.875 49.015625 6.21875 \r\n",
       "Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
       "Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
       "Q 5.515625 13.875 5.515625 27.296875 \r\n",
       "Q 5.515625 40.765625 12.171875 48.375 \r\n",
       "Q 18.84375 56 30.609375 56 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-111\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(330.654688 194.529687)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-78\"/>\r\n",
       "      <use x=\"74.804688\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
       "      <use x=\"108.496094\" xlink:href=\"#DejaVuSans-66\"/>\r\n",
       "      <use x=\"177.099609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"238.378906\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
       "      <use x=\"293.359375\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
       "      <use x=\"356.738281\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"418.261719\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "      <use x=\"446.044922\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "      <use x=\"507.226562\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"PathCollection_8\">\r\n",
       "     <g>\r\n",
       "      <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"312.654688\" xlink:href=\"#m0631162856\" y=\"206.582812\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_21\">\r\n",
       "     <!-- Y/Bachelor -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M -0.203125 72.90625 \r\n",
       "L 10.40625 72.90625 \r\n",
       "L 30.609375 42.921875 \r\n",
       "L 50.6875 72.90625 \r\n",
       "L 61.28125 72.90625 \r\n",
       "L 35.5 34.71875 \r\n",
       "L 35.5 0 \r\n",
       "L 25.59375 0 \r\n",
       "L 25.59375 34.71875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-89\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(330.654688 209.207812)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-89\"/>\r\n",
       "      <use x=\"61.083984\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
       "      <use x=\"94.775391\" xlink:href=\"#DejaVuSans-66\"/>\r\n",
       "      <use x=\"163.378906\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"224.658203\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
       "      <use x=\"279.638672\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
       "      <use x=\"343.017578\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"404.541016\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "      <use x=\"432.324219\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "      <use x=\"493.505859\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"PathCollection_9\">\r\n",
       "     <g>\r\n",
       "      <use style=\"fill:#008000;stroke:#008000;\" x=\"312.654688\" xlink:href=\"#mca4ea32daf\" y=\"221.260937\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_22\">\r\n",
       "     <!-- N/Master -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 9.8125 72.90625 \r\n",
       "L 24.515625 72.90625 \r\n",
       "L 43.109375 23.296875 \r\n",
       "L 61.8125 72.90625 \r\n",
       "L 76.515625 72.90625 \r\n",
       "L 76.515625 0 \r\n",
       "L 66.890625 0 \r\n",
       "L 66.890625 64.015625 \r\n",
       "L 48.09375 14.015625 \r\n",
       "L 38.1875 14.015625 \r\n",
       "L 19.390625 64.015625 \r\n",
       "L 19.390625 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-77\"/>\r\n",
       "      <path d=\"M 44.28125 53.078125 \r\n",
       "L 44.28125 44.578125 \r\n",
       "Q 40.484375 46.53125 36.375 47.5 \r\n",
       "Q 32.28125 48.484375 27.875 48.484375 \r\n",
       "Q 21.1875 48.484375 17.84375 46.4375 \r\n",
       "Q 14.5 44.390625 14.5 40.28125 \r\n",
       "Q 14.5 37.15625 16.890625 35.375 \r\n",
       "Q 19.28125 33.59375 26.515625 31.984375 \r\n",
       "L 29.59375 31.296875 \r\n",
       "Q 39.15625 29.25 43.1875 25.515625 \r\n",
       "Q 47.21875 21.78125 47.21875 15.09375 \r\n",
       "Q 47.21875 7.46875 41.1875 3.015625 \r\n",
       "Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
       "Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
       "Q 10.6875 0.296875 5.421875 2 \r\n",
       "L 5.421875 11.28125 \r\n",
       "Q 10.40625 8.6875 15.234375 7.390625 \r\n",
       "Q 20.0625 6.109375 24.8125 6.109375 \r\n",
       "Q 31.15625 6.109375 34.5625 8.28125 \r\n",
       "Q 37.984375 10.453125 37.984375 14.40625 \r\n",
       "Q 37.984375 18.0625 35.515625 20.015625 \r\n",
       "Q 33.0625 21.96875 24.703125 23.78125 \r\n",
       "L 21.578125 24.515625 \r\n",
       "Q 13.234375 26.265625 9.515625 29.90625 \r\n",
       "Q 5.8125 33.546875 5.8125 39.890625 \r\n",
       "Q 5.8125 47.609375 11.28125 51.796875 \r\n",
       "Q 16.75 56 26.8125 56 \r\n",
       "Q 31.78125 56 36.171875 55.265625 \r\n",
       "Q 40.578125 54.546875 44.28125 53.078125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-115\"/>\r\n",
       "      <path d=\"M 18.3125 70.21875 \r\n",
       "L 18.3125 54.6875 \r\n",
       "L 36.8125 54.6875 \r\n",
       "L 36.8125 47.703125 \r\n",
       "L 18.3125 47.703125 \r\n",
       "L 18.3125 18.015625 \r\n",
       "Q 18.3125 11.328125 20.140625 9.421875 \r\n",
       "Q 21.96875 7.515625 27.59375 7.515625 \r\n",
       "L 36.8125 7.515625 \r\n",
       "L 36.8125 0 \r\n",
       "L 27.59375 0 \r\n",
       "Q 17.1875 0 13.234375 3.875 \r\n",
       "Q 9.28125 7.765625 9.28125 18.015625 \r\n",
       "L 9.28125 47.703125 \r\n",
       "L 2.6875 47.703125 \r\n",
       "L 2.6875 54.6875 \r\n",
       "L 9.28125 54.6875 \r\n",
       "L 9.28125 70.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-116\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(330.654688 223.885937)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-78\"/>\r\n",
       "      <use x=\"74.804688\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
       "      <use x=\"108.496094\" xlink:href=\"#DejaVuSans-77\"/>\r\n",
       "      <use x=\"194.775391\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"256.054688\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"308.154297\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"347.363281\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"408.886719\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"PathCollection_10\">\r\n",
       "     <g>\r\n",
       "      <use style=\"fill:#008000;stroke:#008000;\" x=\"312.654688\" xlink:href=\"#ma04aa7f897\" y=\"235.939062\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_23\">\r\n",
       "     <!-- Y/Master -->\r\n",
       "     <g transform=\"translate(330.654688 238.564062)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-89\"/>\r\n",
       "      <use x=\"61.083984\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
       "      <use x=\"94.775391\" xlink:href=\"#DejaVuSans-77\"/>\r\n",
       "      <use x=\"181.054688\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"242.333984\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"294.433594\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"333.642578\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"395.166016\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"PathCollection_11\">\r\n",
       "     <g>\r\n",
       "      <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"312.654688\" xlink:href=\"#mb587149d43\" y=\"250.617188\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_24\">\r\n",
       "     <!-- N/Ph.D -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 19.671875 64.796875 \r\n",
       "L 19.671875 37.40625 \r\n",
       "L 32.078125 37.40625 \r\n",
       "Q 38.96875 37.40625 42.71875 40.96875 \r\n",
       "Q 46.484375 44.53125 46.484375 51.125 \r\n",
       "Q 46.484375 57.671875 42.71875 61.234375 \r\n",
       "Q 38.96875 64.796875 32.078125 64.796875 \r\n",
       "z\r\n",
       "M 9.8125 72.90625 \r\n",
       "L 32.078125 72.90625 \r\n",
       "Q 44.34375 72.90625 50.609375 67.359375 \r\n",
       "Q 56.890625 61.8125 56.890625 51.125 \r\n",
       "Q 56.890625 40.328125 50.609375 34.8125 \r\n",
       "Q 44.34375 29.296875 32.078125 29.296875 \r\n",
       "L 19.671875 29.296875 \r\n",
       "L 19.671875 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-80\"/>\r\n",
       "      <path d=\"M 19.671875 64.796875 \r\n",
       "L 19.671875 8.109375 \r\n",
       "L 31.59375 8.109375 \r\n",
       "Q 46.6875 8.109375 53.6875 14.9375 \r\n",
       "Q 60.6875 21.78125 60.6875 36.53125 \r\n",
       "Q 60.6875 51.171875 53.6875 57.984375 \r\n",
       "Q 46.6875 64.796875 31.59375 64.796875 \r\n",
       "z\r\n",
       "M 9.8125 72.90625 \r\n",
       "L 30.078125 72.90625 \r\n",
       "Q 51.265625 72.90625 61.171875 64.09375 \r\n",
       "Q 71.09375 55.28125 71.09375 36.53125 \r\n",
       "Q 71.09375 17.671875 61.125 8.828125 \r\n",
       "Q 51.171875 0 30.078125 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-68\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(330.654688 253.242188)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-78\"/>\r\n",
       "      <use x=\"74.804688\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
       "      <use x=\"108.496094\" xlink:href=\"#DejaVuSans-80\"/>\r\n",
       "      <use x=\"168.798828\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
       "      <use x=\"232.177734\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "      <use x=\"263.964844\" xlink:href=\"#DejaVuSans-68\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"PathCollection_12\">\r\n",
       "     <g>\r\n",
       "      <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"312.654688\" xlink:href=\"#m3514c4721d\" y=\"265.295312\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_25\">\r\n",
       "     <!-- Y/Ph.D -->\r\n",
       "     <g transform=\"translate(330.654688 267.920312)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-89\"/>\r\n",
       "      <use x=\"61.083984\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
       "      <use x=\"94.775391\" xlink:href=\"#DejaVuSans-80\"/>\r\n",
       "      <use x=\"155.078125\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
       "      <use x=\"218.457031\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "      <use x=\"250.244141\" xlink:href=\"#DejaVuSans-68\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"p5447608b67\">\r\n",
       "   <rect height=\"271.8\" width=\"334.8\" x=\"59.690625\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 432x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(6, 5))\n",
    "\n",
    "symbols_manag = dict(Y=\"*\", N=\".\")\n",
    "colors_edu = {'Bachelor':'r', 'Master':'g', 'Ph.D':'b'}\n",
    "\n",
    "## group by education x management => 6 groups\n",
    "for values, d in salary.groupby(['education', 'management']):\n",
    "    edu, manager = values\n",
    "    # print(values, d)\n",
    "    plt.scatter(d['experience'], d['salary'], marker=symbols_manag[manager], color=colors_edu[edu], s=150,  label=manager+\"/\"+edu)\n",
    "\n",
    "\n",
    "## Set labels\n",
    "plt.xlabel('Experience')\n",
    "plt.ylabel('Salary')\n",
    "plt.legend(loc=4) # lower right\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Seaborn\n",
    "\n",
    "* [Plotting with categorical data](https://seaborn.pydata.org/tutorial/categorical.html#categorical-tutorial)\n",
    "* [Visualizing the distribution of a dataset](https://seaborn.pydata.org/tutorial/distributions.html#distribution-tutorial)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Boxplot\n",
    "\n",
    "Box plots are non-parametric: they display variation in samples of a statistical population without making any assumptions of the underlying statistical distribution\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
       "<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 401.690625 262.19625\" width=\"401.690625pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">\r\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
       "  </style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 262.19625 \r\n",
       "L 401.690625 262.19625 \r\n",
       "L 401.690625 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 59.690625 224.64 \r\n",
       "L 394.490625 224.64 \r\n",
       "L 394.490625 7.2 \r\n",
       "L 59.690625 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 71.297025 164.030037 \r\n",
       "L 115.044225 164.030037 \r\n",
       "L 115.044225 141.146065 \r\n",
       "L 71.297025 141.146065 \r\n",
       "L 71.297025 164.030037 \r\n",
       "z\r\n",
       "\" style=\"fill:#3274a1;stroke:#3f3f3f;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 115.937025 194.180212 \r\n",
       "L 159.684225 194.180212 \r\n",
       "L 159.684225 152.433816 \r\n",
       "L 115.937025 152.433816 \r\n",
       "L 115.937025 194.180212 \r\n",
       "z\r\n",
       "\" style=\"fill:#e1812c;stroke:#3f3f3f;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 182.897025 104.937864 \r\n",
       "L 226.644225 104.937864 \r\n",
       "L 226.644225 67.512917 \r\n",
       "L 182.897025 67.512917 \r\n",
       "L 182.897025 104.937864 \r\n",
       "z\r\n",
       "\" style=\"fill:#3274a1;stroke:#3f3f3f;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 227.537025 200.68095 \r\n",
       "L 271.284225 200.68095 \r\n",
       "L 271.284225 183.954972 \r\n",
       "L 227.537025 183.954972 \r\n",
       "L 227.537025 200.68095 \r\n",
       "z\r\n",
       "\" style=\"fill:#e1812c;stroke:#3f3f3f;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_7\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 294.497025 82.313808 \r\n",
       "L 338.244225 82.313808 \r\n",
       "L 338.244225 39.556313 \r\n",
       "L 294.497025 39.556313 \r\n",
       "L 294.497025 82.313808 \r\n",
       "z\r\n",
       "\" style=\"fill:#3274a1;stroke:#3f3f3f;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_8\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 339.137025 189.550292 \r\n",
       "L 382.884225 189.550292 \r\n",
       "L 382.884225 139.195272 \r\n",
       "L 339.137025 139.195272 \r\n",
       "L 339.137025 189.550292 \r\n",
       "z\r\n",
       "\" style=\"fill:#e1812c;stroke:#3f3f3f;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_9\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 115.490625 335.117142 \r\n",
       "L 115.490625 335.117142 \r\n",
       "L 115.490625 335.117142 \r\n",
       "L 115.490625 335.117142 \r\n",
       "z\r\n",
       "\" style=\"fill:#3274a1;stroke:#3f3f3f;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_10\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 115.490625 335.117142 \r\n",
       "L 115.490625 335.117142 \r\n",
       "L 115.490625 335.117142 \r\n",
       "L 115.490625 335.117142 \r\n",
       "z\r\n",
       "\" style=\"fill:#e1812c;stroke:#3f3f3f;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"m6b3cc0d486\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"115.490625\" xlink:href=\"#m6b3cc0d486\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- Bachelor -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 19.671875 34.8125 \r\n",
       "L 19.671875 8.109375 \r\n",
       "L 35.5 8.109375 \r\n",
       "Q 43.453125 8.109375 47.28125 11.40625 \r\n",
       "Q 51.125 14.703125 51.125 21.484375 \r\n",
       "Q 51.125 28.328125 47.28125 31.5625 \r\n",
       "Q 43.453125 34.8125 35.5 34.8125 \r\n",
       "z\r\n",
       "M 19.671875 64.796875 \r\n",
       "L 19.671875 42.828125 \r\n",
       "L 34.28125 42.828125 \r\n",
       "Q 41.5 42.828125 45.03125 45.53125 \r\n",
       "Q 48.578125 48.25 48.578125 53.8125 \r\n",
       "Q 48.578125 59.328125 45.03125 62.0625 \r\n",
       "Q 41.5 64.796875 34.28125 64.796875 \r\n",
       "z\r\n",
       "M 9.8125 72.90625 \r\n",
       "L 35.015625 72.90625 \r\n",
       "Q 46.296875 72.90625 52.390625 68.21875 \r\n",
       "Q 58.5 63.53125 58.5 54.890625 \r\n",
       "Q 58.5 48.1875 55.375 44.234375 \r\n",
       "Q 52.25 40.28125 46.1875 39.3125 \r\n",
       "Q 53.46875 37.75 57.5 32.78125 \r\n",
       "Q 61.53125 27.828125 61.53125 20.40625 \r\n",
       "Q 61.53125 10.640625 54.890625 5.3125 \r\n",
       "Q 48.25 0 35.984375 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-66\"/>\r\n",
       "       <path d=\"M 34.28125 27.484375 \r\n",
       "Q 23.390625 27.484375 19.1875 25 \r\n",
       "Q 14.984375 22.515625 14.984375 16.5 \r\n",
       "Q 14.984375 11.71875 18.140625 8.90625 \r\n",
       "Q 21.296875 6.109375 26.703125 6.109375 \r\n",
       "Q 34.1875 6.109375 38.703125 11.40625 \r\n",
       "Q 43.21875 16.703125 43.21875 25.484375 \r\n",
       "L 43.21875 27.484375 \r\n",
       "z\r\n",
       "M 52.203125 31.203125 \r\n",
       "L 52.203125 0 \r\n",
       "L 43.21875 0 \r\n",
       "L 43.21875 8.296875 \r\n",
       "Q 40.140625 3.328125 35.546875 0.953125 \r\n",
       "Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
       "Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
       "Q 6 8.015625 6 15.921875 \r\n",
       "Q 6 25.140625 12.171875 29.828125 \r\n",
       "Q 18.359375 34.515625 30.609375 34.515625 \r\n",
       "L 43.21875 34.515625 \r\n",
       "L 43.21875 35.40625 \r\n",
       "Q 43.21875 41.609375 39.140625 45 \r\n",
       "Q 35.0625 48.390625 27.6875 48.390625 \r\n",
       "Q 23 48.390625 18.546875 47.265625 \r\n",
       "Q 14.109375 46.140625 10.015625 43.890625 \r\n",
       "L 10.015625 52.203125 \r\n",
       "Q 14.9375 54.109375 19.578125 55.046875 \r\n",
       "Q 24.21875 56 28.609375 56 \r\n",
       "Q 40.484375 56 46.34375 49.84375 \r\n",
       "Q 52.203125 43.703125 52.203125 31.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-97\"/>\r\n",
       "       <path d=\"M 48.78125 52.59375 \r\n",
       "L 48.78125 44.1875 \r\n",
       "Q 44.96875 46.296875 41.140625 47.34375 \r\n",
       "Q 37.3125 48.390625 33.40625 48.390625 \r\n",
       "Q 24.65625 48.390625 19.8125 42.84375 \r\n",
       "Q 14.984375 37.3125 14.984375 27.296875 \r\n",
       "Q 14.984375 17.28125 19.8125 11.734375 \r\n",
       "Q 24.65625 6.203125 33.40625 6.203125 \r\n",
       "Q 37.3125 6.203125 41.140625 7.25 \r\n",
       "Q 44.96875 8.296875 48.78125 10.40625 \r\n",
       "L 48.78125 2.09375 \r\n",
       "Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
       "Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
       "Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
       "Q 5.515625 14.109375 5.515625 27.296875 \r\n",
       "Q 5.515625 40.671875 12.859375 48.328125 \r\n",
       "Q 20.21875 56 33.015625 56 \r\n",
       "Q 37.15625 56 41.109375 55.140625 \r\n",
       "Q 45.0625 54.296875 48.78125 52.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-99\"/>\r\n",
       "       <path d=\"M 54.890625 33.015625 \r\n",
       "L 54.890625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 45.90625 32.71875 \r\n",
       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 75.984375 \r\n",
       "L 18.109375 75.984375 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
       "Q 30.078125 56 35.796875 56 \r\n",
       "Q 45.21875 56 50.046875 50.171875 \r\n",
       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-104\"/>\r\n",
       "       <path d=\"M 56.203125 29.59375 \r\n",
       "L 56.203125 25.203125 \r\n",
       "L 14.890625 25.203125 \r\n",
       "Q 15.484375 15.921875 20.484375 11.0625 \r\n",
       "Q 25.484375 6.203125 34.421875 6.203125 \r\n",
       "Q 39.59375 6.203125 44.453125 7.46875 \r\n",
       "Q 49.3125 8.734375 54.109375 11.28125 \r\n",
       "L 54.109375 2.78125 \r\n",
       "Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
       "Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
       "Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
       "Q 5.515625 13.8125 5.515625 26.8125 \r\n",
       "Q 5.515625 40.234375 12.765625 48.109375 \r\n",
       "Q 20.015625 56 32.328125 56 \r\n",
       "Q 43.359375 56 49.78125 48.890625 \r\n",
       "Q 56.203125 41.796875 56.203125 29.59375 \r\n",
       "z\r\n",
       "M 47.21875 32.234375 \r\n",
       "Q 47.125 39.59375 43.09375 43.984375 \r\n",
       "Q 39.0625 48.390625 32.421875 48.390625 \r\n",
       "Q 24.90625 48.390625 20.390625 44.140625 \r\n",
       "Q 15.875 39.890625 15.1875 32.171875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-101\"/>\r\n",
       "       <path d=\"M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-108\"/>\r\n",
       "       <path d=\"M 30.609375 48.390625 \r\n",
       "Q 23.390625 48.390625 19.1875 42.75 \r\n",
       "Q 14.984375 37.109375 14.984375 27.296875 \r\n",
       "Q 14.984375 17.484375 19.15625 11.84375 \r\n",
       "Q 23.34375 6.203125 30.609375 6.203125 \r\n",
       "Q 37.796875 6.203125 41.984375 11.859375 \r\n",
       "Q 46.1875 17.53125 46.1875 27.296875 \r\n",
       "Q 46.1875 37.015625 41.984375 42.703125 \r\n",
       "Q 37.796875 48.390625 30.609375 48.390625 \r\n",
       "z\r\n",
       "M 30.609375 56 \r\n",
       "Q 42.328125 56 49.015625 48.375 \r\n",
       "Q 55.71875 40.765625 55.71875 27.296875 \r\n",
       "Q 55.71875 13.875 49.015625 6.21875 \r\n",
       "Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
       "Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
       "Q 5.515625 13.875 5.515625 27.296875 \r\n",
       "Q 5.515625 40.765625 12.171875 48.375 \r\n",
       "Q 18.84375 56 30.609375 56 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-111\"/>\r\n",
       "       <path d=\"M 41.109375 46.296875 \r\n",
       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
       "Q 36.03125 48 33.890625 48 \r\n",
       "Q 26.265625 48 22.1875 43.046875 \r\n",
       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
       "Q 30.03125 56 36.53125 56 \r\n",
       "Q 37.453125 56 38.578125 55.875 \r\n",
       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-114\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(93.497656 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-66\"/>\r\n",
       "       <use x=\"68.603516\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "       <use x=\"129.882812\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
       "       <use x=\"184.863281\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
       "       <use x=\"248.242188\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "       <use x=\"309.765625\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "       <use x=\"337.548828\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "       <use x=\"398.730469\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"227.090625\" xlink:href=\"#m6b3cc0d486\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- Ph.D -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 19.671875 64.796875 \r\n",
       "L 19.671875 37.40625 \r\n",
       "L 32.078125 37.40625 \r\n",
       "Q 38.96875 37.40625 42.71875 40.96875 \r\n",
       "Q 46.484375 44.53125 46.484375 51.125 \r\n",
       "Q 46.484375 57.671875 42.71875 61.234375 \r\n",
       "Q 38.96875 64.796875 32.078125 64.796875 \r\n",
       "z\r\n",
       "M 9.8125 72.90625 \r\n",
       "L 32.078125 72.90625 \r\n",
       "Q 44.34375 72.90625 50.609375 67.359375 \r\n",
       "Q 56.890625 61.8125 56.890625 51.125 \r\n",
       "Q 56.890625 40.328125 50.609375 34.8125 \r\n",
       "Q 44.34375 29.296875 32.078125 29.296875 \r\n",
       "L 19.671875 29.296875 \r\n",
       "L 19.671875 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-80\"/>\r\n",
       "       <path d=\"M 10.6875 12.40625 \r\n",
       "L 21 12.40625 \r\n",
       "L 21 0 \r\n",
       "L 10.6875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-46\"/>\r\n",
       "       <path d=\"M 19.671875 64.796875 \r\n",
       "L 19.671875 8.109375 \r\n",
       "L 31.59375 8.109375 \r\n",
       "Q 46.6875 8.109375 53.6875 14.9375 \r\n",
       "Q 60.6875 21.78125 60.6875 36.53125 \r\n",
       "Q 60.6875 51.171875 53.6875 57.984375 \r\n",
       "Q 46.6875 64.796875 31.59375 64.796875 \r\n",
       "z\r\n",
       "M 9.8125 72.90625 \r\n",
       "L 30.078125 72.90625 \r\n",
       "Q 51.265625 72.90625 61.171875 64.09375 \r\n",
       "Q 71.09375 55.28125 71.09375 36.53125 \r\n",
       "Q 71.09375 17.671875 61.125 8.828125 \r\n",
       "Q 51.171875 0 30.078125 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-68\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(215.467969 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-80\"/>\r\n",
       "       <use x=\"60.302734\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
       "       <use x=\"123.681641\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"155.46875\" xlink:href=\"#DejaVuSans-68\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"338.690625\" xlink:href=\"#m6b3cc0d486\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- Master -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 9.8125 72.90625 \r\n",
       "L 24.515625 72.90625 \r\n",
       "L 43.109375 23.296875 \r\n",
       "L 61.8125 72.90625 \r\n",
       "L 76.515625 72.90625 \r\n",
       "L 76.515625 0 \r\n",
       "L 66.890625 0 \r\n",
       "L 66.890625 64.015625 \r\n",
       "L 48.09375 14.015625 \r\n",
       "L 38.1875 14.015625 \r\n",
       "L 19.390625 64.015625 \r\n",
       "L 19.390625 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-77\"/>\r\n",
       "       <path d=\"M 44.28125 53.078125 \r\n",
       "L 44.28125 44.578125 \r\n",
       "Q 40.484375 46.53125 36.375 47.5 \r\n",
       "Q 32.28125 48.484375 27.875 48.484375 \r\n",
       "Q 21.1875 48.484375 17.84375 46.4375 \r\n",
       "Q 14.5 44.390625 14.5 40.28125 \r\n",
       "Q 14.5 37.15625 16.890625 35.375 \r\n",
       "Q 19.28125 33.59375 26.515625 31.984375 \r\n",
       "L 29.59375 31.296875 \r\n",
       "Q 39.15625 29.25 43.1875 25.515625 \r\n",
       "Q 47.21875 21.78125 47.21875 15.09375 \r\n",
       "Q 47.21875 7.46875 41.1875 3.015625 \r\n",
       "Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
       "Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
       "Q 10.6875 0.296875 5.421875 2 \r\n",
       "L 5.421875 11.28125 \r\n",
       "Q 10.40625 8.6875 15.234375 7.390625 \r\n",
       "Q 20.0625 6.109375 24.8125 6.109375 \r\n",
       "Q 31.15625 6.109375 34.5625 8.28125 \r\n",
       "Q 37.984375 10.453125 37.984375 14.40625 \r\n",
       "Q 37.984375 18.0625 35.515625 20.015625 \r\n",
       "Q 33.0625 21.96875 24.703125 23.78125 \r\n",
       "L 21.578125 24.515625 \r\n",
       "Q 13.234375 26.265625 9.515625 29.90625 \r\n",
       "Q 5.8125 33.546875 5.8125 39.890625 \r\n",
       "Q 5.8125 47.609375 11.28125 51.796875 \r\n",
       "Q 16.75 56 26.8125 56 \r\n",
       "Q 31.78125 56 36.171875 55.265625 \r\n",
       "Q 40.578125 54.546875 44.28125 53.078125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-115\"/>\r\n",
       "       <path d=\"M 18.3125 70.21875 \r\n",
       "L 18.3125 54.6875 \r\n",
       "L 36.8125 54.6875 \r\n",
       "L 36.8125 47.703125 \r\n",
       "L 18.3125 47.703125 \r\n",
       "L 18.3125 18.015625 \r\n",
       "Q 18.3125 11.328125 20.140625 9.421875 \r\n",
       "Q 21.96875 7.515625 27.59375 7.515625 \r\n",
       "L 36.8125 7.515625 \r\n",
       "L 36.8125 0 \r\n",
       "L 27.59375 0 \r\n",
       "Q 17.1875 0 13.234375 3.875 \r\n",
       "Q 9.28125 7.765625 9.28125 18.015625 \r\n",
       "L 9.28125 47.703125 \r\n",
       "L 2.6875 47.703125 \r\n",
       "L 2.6875 54.6875 \r\n",
       "L 9.28125 54.6875 \r\n",
       "L 9.28125 70.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-116\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(321.615625 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-77\"/>\r\n",
       "       <use x=\"86.279297\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "       <use x=\"147.558594\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "       <use x=\"199.658203\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "       <use x=\"238.867188\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "       <use x=\"300.390625\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_4\">\r\n",
       "     <!-- education -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 45.40625 46.390625 \r\n",
       "L 45.40625 75.984375 \r\n",
       "L 54.390625 75.984375 \r\n",
       "L 54.390625 0 \r\n",
       "L 45.40625 0 \r\n",
       "L 45.40625 8.203125 \r\n",
       "Q 42.578125 3.328125 38.25 0.953125 \r\n",
       "Q 33.9375 -1.421875 27.875 -1.421875 \r\n",
       "Q 17.96875 -1.421875 11.734375 6.484375 \r\n",
       "Q 5.515625 14.40625 5.515625 27.296875 \r\n",
       "Q 5.515625 40.1875 11.734375 48.09375 \r\n",
       "Q 17.96875 56 27.875 56 \r\n",
       "Q 33.9375 56 38.25 53.625 \r\n",
       "Q 42.578125 51.265625 45.40625 46.390625 \r\n",
       "z\r\n",
       "M 14.796875 27.296875 \r\n",
       "Q 14.796875 17.390625 18.875 11.75 \r\n",
       "Q 22.953125 6.109375 30.078125 6.109375 \r\n",
       "Q 37.203125 6.109375 41.296875 11.75 \r\n",
       "Q 45.40625 17.390625 45.40625 27.296875 \r\n",
       "Q 45.40625 37.203125 41.296875 42.84375 \r\n",
       "Q 37.203125 48.484375 30.078125 48.484375 \r\n",
       "Q 22.953125 48.484375 18.875 42.84375 \r\n",
       "Q 14.796875 37.203125 14.796875 27.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-100\"/>\r\n",
       "      <path d=\"M 8.5 21.578125 \r\n",
       "L 8.5 54.6875 \r\n",
       "L 17.484375 54.6875 \r\n",
       "L 17.484375 21.921875 \r\n",
       "Q 17.484375 14.15625 20.5 10.265625 \r\n",
       "Q 23.53125 6.390625 29.59375 6.390625 \r\n",
       "Q 36.859375 6.390625 41.078125 11.03125 \r\n",
       "Q 45.3125 15.671875 45.3125 23.6875 \r\n",
       "L 45.3125 54.6875 \r\n",
       "L 54.296875 54.6875 \r\n",
       "L 54.296875 0 \r\n",
       "L 45.3125 0 \r\n",
       "L 45.3125 8.40625 \r\n",
       "Q 42.046875 3.421875 37.71875 1 \r\n",
       "Q 33.40625 -1.421875 27.6875 -1.421875 \r\n",
       "Q 18.265625 -1.421875 13.375 4.4375 \r\n",
       "Q 8.5 10.296875 8.5 21.578125 \r\n",
       "z\r\n",
       "M 31.109375 56 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-117\"/>\r\n",
       "      <path d=\"M 9.421875 54.6875 \r\n",
       "L 18.40625 54.6875 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 64.59375 \r\n",
       "L 9.421875 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-105\"/>\r\n",
       "      <path d=\"M 54.890625 33.015625 \r\n",
       "L 54.890625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 45.90625 32.71875 \r\n",
       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
       "Q 30.078125 56 35.796875 56 \r\n",
       "Q 45.21875 56 50.046875 50.171875 \r\n",
       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-110\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(202.280469 252.916563)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"61.523438\" xlink:href=\"#DejaVuSans-100\"/>\r\n",
       "      <use x=\"125\" xlink:href=\"#DejaVuSans-117\"/>\r\n",
       "      <use x=\"188.378906\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
       "      <use x=\"243.359375\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"304.638672\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"343.847656\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      <use x=\"371.630859\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "      <use x=\"432.8125\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"m56120657af\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m56120657af\" y=\"220.868658\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 10000 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 12.40625 8.296875 \r\n",
       "L 28.515625 8.296875 \r\n",
       "L 28.515625 63.921875 \r\n",
       "L 10.984375 60.40625 \r\n",
       "L 10.984375 69.390625 \r\n",
       "L 28.421875 72.90625 \r\n",
       "L 38.28125 72.90625 \r\n",
       "L 38.28125 8.296875 \r\n",
       "L 54.390625 8.296875 \r\n",
       "L 54.390625 0 \r\n",
       "L 12.40625 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-49\"/>\r\n",
       "       <path d=\"M 31.78125 66.40625 \r\n",
       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
       "Q 16.5 51.421875 16.5 36.375 \r\n",
       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
       "Q 47.125 21.390625 47.125 36.375 \r\n",
       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
       "z\r\n",
       "M 31.78125 74.21875 \r\n",
       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-48\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 224.667876)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m56120657af\" y=\"192.306537\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 12500 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 19.1875 8.296875 \r\n",
       "L 53.609375 8.296875 \r\n",
       "L 53.609375 0 \r\n",
       "L 7.328125 0 \r\n",
       "L 7.328125 8.296875 \r\n",
       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
       "L 7.8125 69.390625 \r\n",
       "Q 13.765625 71.78125 18.9375 73 \r\n",
       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-50\"/>\r\n",
       "       <path d=\"M 10.796875 72.90625 \r\n",
       "L 49.515625 72.90625 \r\n",
       "L 49.515625 64.59375 \r\n",
       "L 19.828125 64.59375 \r\n",
       "L 19.828125 46.734375 \r\n",
       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
       "Q 40.625 48.1875 47.75 41.5 \r\n",
       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
       "L 7.71875 11.625 \r\n",
       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
       "Q 45.015625 31 40.078125 35.4375 \r\n",
       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-53\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 196.105755)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m56120657af\" y=\"163.744415\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 15000 -->\r\n",
       "      <g transform=\"translate(20.878125 167.543634)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m56120657af\" y=\"135.182294\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 17500 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 8.203125 72.90625 \r\n",
       "L 55.078125 72.90625 \r\n",
       "L 55.078125 68.703125 \r\n",
       "L 28.609375 0 \r\n",
       "L 18.3125 0 \r\n",
       "L 43.21875 64.59375 \r\n",
       "L 8.203125 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-55\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 138.981513)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m56120657af\" y=\"106.620173\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- 20000 -->\r\n",
       "      <g transform=\"translate(20.878125 110.419392)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m56120657af\" y=\"78.058052\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- 22500 -->\r\n",
       "      <g transform=\"translate(20.878125 81.857271)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_7\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m56120657af\" y=\"49.495931\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- 25000 -->\r\n",
       "      <g transform=\"translate(20.878125 53.29515)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_8\">\r\n",
       "     <g id=\"line2d_11\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m56120657af\" y=\"20.93381\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_12\">\r\n",
       "      <!-- 27500 -->\r\n",
       "      <g transform=\"translate(20.878125 24.733029)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_13\">\r\n",
       "     <!-- salary -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 32.171875 -5.078125 \r\n",
       "Q 28.375 -14.84375 24.75 -17.8125 \r\n",
       "Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
       "L 7.90625 -20.796875 \r\n",
       "L 7.90625 -13.28125 \r\n",
       "L 13.1875 -13.28125 \r\n",
       "Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
       "Q 21 -9.765625 23.484375 -3.21875 \r\n",
       "L 25.09375 0.875 \r\n",
       "L 2.984375 54.6875 \r\n",
       "L 12.5 54.6875 \r\n",
       "L 29.59375 11.921875 \r\n",
       "L 46.6875 54.6875 \r\n",
       "L 56.203125 54.6875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-121\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(14.798438 131.056719)rotate(-90)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"52.099609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"113.378906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "      <use x=\"141.162109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"202.441406\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      <use x=\"243.554688\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_12\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 93.170625 164.030037 \r\n",
       "L 93.170625 176.585945 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_13\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 93.170625 141.146065 \r\n",
       "L 93.170625 136.27908 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_14\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 82.233825 176.585945 \r\n",
       "L 104.107425 176.585945 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_15\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 82.233825 136.27908 \r\n",
       "L 104.107425 136.27908 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_16\"/>\r\n",
       "   <g id=\"line2d_17\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 137.810625 194.180212 \r\n",
       "L 137.810625 214.756364 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_18\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 137.810625 152.433816 \r\n",
       "L 137.810625 114.092024 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_19\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 126.873825 214.756364 \r\n",
       "L 148.747425 214.756364 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_20\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 126.873825 114.092024 \r\n",
       "L 148.747425 114.092024 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_21\"/>\r\n",
       "   <g id=\"line2d_22\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 204.770625 104.937864 \r\n",
       "L 204.770625 121.461051 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_23\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 204.770625 67.512917 \r\n",
       "L 204.770625 41.66991 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_24\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 193.833825 121.461051 \r\n",
       "L 215.707425 121.461051 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_25\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 193.833825 41.66991 \r\n",
       "L 215.707425 41.66991 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_26\"/>\r\n",
       "   <g id=\"line2d_27\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 249.410625 200.68095 \r\n",
       "L 249.410625 202.497501 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_28\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 249.410625 183.954972 \r\n",
       "L 249.410625 178.85949 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_29\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 238.473825 202.497501 \r\n",
       "L 260.347425 202.497501 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_30\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 238.473825 178.85949 \r\n",
       "L 260.347425 178.85949 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_31\"/>\r\n",
       "   <g id=\"line2d_32\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 316.370625 82.313808 \r\n",
       "L 316.370625 96.657706 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_33\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 316.370625 39.556313 \r\n",
       "L 316.370625 17.083636 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_34\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 305.433825 96.657706 \r\n",
       "L 327.307425 96.657706 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_35\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 305.433825 17.083636 \r\n",
       "L 327.307425 17.083636 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_36\"/>\r\n",
       "   <g id=\"line2d_37\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 361.010625 189.550292 \r\n",
       "L 361.010625 206.210577 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_38\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 361.010625 139.195272 \r\n",
       "L 361.010625 115.680078 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_39\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 350.073825 206.210577 \r\n",
       "L 371.947425 206.210577 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_40\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 350.073825 115.680078 \r\n",
       "L 371.947425 115.680078 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_41\"/>\r\n",
       "   <g id=\"line2d_42\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 71.297025 152.719437 \r\n",
       "L 115.044225 152.719437 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_43\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 115.937025 169.83386 \r\n",
       "L 159.684225 169.83386 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_44\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 182.897025 86.421041 \r\n",
       "L 226.644225 86.421041 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_45\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 227.537025 195.791115 \r\n",
       "L 271.284225 195.791115 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_46\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 294.497025 63.434246 \r\n",
       "L 338.244225 63.434246 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_47\">\r\n",
       "    <path clip-path=\"url(#paa630636d5)\" d=\"M 339.137025 171.501888 \r\n",
       "L 382.884225 171.501888 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_11\">\r\n",
       "    <path d=\"M 59.690625 224.64 \r\n",
       "L 59.690625 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_12\">\r\n",
       "    <path d=\"M 394.490625 224.64 \r\n",
       "L 394.490625 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_13\">\r\n",
       "    <path d=\"M 59.690625 224.64 \r\n",
       "L 394.490625 224.64 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_14\">\r\n",
       "    <path d=\"M 59.690625 7.2 \r\n",
       "L 394.490625 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"legend_1\">\r\n",
       "    <g id=\"patch_15\">\r\n",
       "     <path d=\"M 66.690625 59.234375 \r\n",
       "L 137.678125 59.234375 \r\n",
       "Q 139.678125 59.234375 139.678125 57.234375 \r\n",
       "L 139.678125 14.2 \r\n",
       "Q 139.678125 12.2 137.678125 12.2 \r\n",
       "L 66.690625 12.2 \r\n",
       "Q 64.690625 12.2 64.690625 14.2 \r\n",
       "L 64.690625 57.234375 \r\n",
       "Q 64.690625 59.234375 66.690625 59.234375 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_14\">\r\n",
       "     <!-- management -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 52 44.1875 \r\n",
       "Q 55.375 50.25 60.0625 53.125 \r\n",
       "Q 64.75 56 71.09375 56 \r\n",
       "Q 79.640625 56 84.28125 50.015625 \r\n",
       "Q 88.921875 44.046875 88.921875 33.015625 \r\n",
       "L 88.921875 0 \r\n",
       "L 79.890625 0 \r\n",
       "L 79.890625 32.71875 \r\n",
       "Q 79.890625 40.578125 77.09375 44.375 \r\n",
       "Q 74.3125 48.1875 68.609375 48.1875 \r\n",
       "Q 61.625 48.1875 57.5625 43.546875 \r\n",
       "Q 53.515625 38.921875 53.515625 30.90625 \r\n",
       "L 53.515625 0 \r\n",
       "L 44.484375 0 \r\n",
       "L 44.484375 32.71875 \r\n",
       "Q 44.484375 40.625 41.703125 44.40625 \r\n",
       "Q 38.921875 48.1875 33.109375 48.1875 \r\n",
       "Q 26.21875 48.1875 22.15625 43.53125 \r\n",
       "Q 18.109375 38.875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.1875 51.21875 25.484375 53.609375 \r\n",
       "Q 29.78125 56 35.6875 56 \r\n",
       "Q 41.65625 56 45.828125 52.96875 \r\n",
       "Q 50 49.953125 52 44.1875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-109\"/>\r\n",
       "      <path d=\"M 45.40625 27.984375 \r\n",
       "Q 45.40625 37.75 41.375 43.109375 \r\n",
       "Q 37.359375 48.484375 30.078125 48.484375 \r\n",
       "Q 22.859375 48.484375 18.828125 43.109375 \r\n",
       "Q 14.796875 37.75 14.796875 27.984375 \r\n",
       "Q 14.796875 18.265625 18.828125 12.890625 \r\n",
       "Q 22.859375 7.515625 30.078125 7.515625 \r\n",
       "Q 37.359375 7.515625 41.375 12.890625 \r\n",
       "Q 45.40625 18.265625 45.40625 27.984375 \r\n",
       "z\r\n",
       "M 54.390625 6.78125 \r\n",
       "Q 54.390625 -7.171875 48.1875 -13.984375 \r\n",
       "Q 42 -20.796875 29.203125 -20.796875 \r\n",
       "Q 24.46875 -20.796875 20.265625 -20.09375 \r\n",
       "Q 16.0625 -19.390625 12.109375 -17.921875 \r\n",
       "L 12.109375 -9.1875 \r\n",
       "Q 16.0625 -11.328125 19.921875 -12.34375 \r\n",
       "Q 23.78125 -13.375 27.78125 -13.375 \r\n",
       "Q 36.625 -13.375 41.015625 -8.765625 \r\n",
       "Q 45.40625 -4.15625 45.40625 5.171875 \r\n",
       "L 45.40625 9.625 \r\n",
       "Q 42.625 4.78125 38.28125 2.390625 \r\n",
       "Q 33.9375 0 27.875 0 \r\n",
       "Q 17.828125 0 11.671875 7.65625 \r\n",
       "Q 5.515625 15.328125 5.515625 27.984375 \r\n",
       "Q 5.515625 40.671875 11.671875 48.328125 \r\n",
       "Q 17.828125 56 27.875 56 \r\n",
       "Q 33.9375 56 38.28125 53.609375 \r\n",
       "Q 42.625 51.21875 45.40625 46.390625 \r\n",
       "L 45.40625 54.6875 \r\n",
       "L 54.390625 54.6875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-103\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(68.690625 23.798438)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-109\"/>\r\n",
       "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"158.691406\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "      <use x=\"222.070312\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"283.349609\" xlink:href=\"#DejaVuSans-103\"/>\r\n",
       "      <use x=\"346.826172\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"408.349609\" xlink:href=\"#DejaVuSans-109\"/>\r\n",
       "      <use x=\"505.761719\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"567.285156\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "      <use x=\"630.664062\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"patch_16\">\r\n",
       "     <path d=\"M 84.44375 38.476563 \r\n",
       "L 104.44375 38.476563 \r\n",
       "L 104.44375 31.476563 \r\n",
       "L 84.44375 31.476563 \r\n",
       "z\r\n",
       "\" style=\"fill:#3274a1;stroke:#3f3f3f;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_15\">\r\n",
       "     <!-- Y -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M -0.203125 72.90625 \r\n",
       "L 10.40625 72.90625 \r\n",
       "L 30.609375 42.921875 \r\n",
       "L 50.6875 72.90625 \r\n",
       "L 61.28125 72.90625 \r\n",
       "L 35.5 34.71875 \r\n",
       "L 35.5 0 \r\n",
       "L 25.59375 0 \r\n",
       "L 25.59375 34.71875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-89\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(112.44375 38.476563)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-89\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"patch_17\">\r\n",
       "     <path d=\"M 84.44375 53.154688 \r\n",
       "L 104.44375 53.154688 \r\n",
       "L 104.44375 46.154688 \r\n",
       "L 84.44375 46.154688 \r\n",
       "z\r\n",
       "\" style=\"fill:#e1812c;stroke:#3f3f3f;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_16\">\r\n",
       "     <!-- N -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 9.8125 72.90625 \r\n",
       "L 23.09375 72.90625 \r\n",
       "L 55.421875 11.921875 \r\n",
       "L 55.421875 72.90625 \r\n",
       "L 64.984375 72.90625 \r\n",
       "L 64.984375 0 \r\n",
       "L 51.703125 0 \r\n",
       "L 19.390625 60.984375 \r\n",
       "L 19.390625 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-78\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(112.44375 53.154688)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-78\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"paa630636d5\">\r\n",
       "   <rect height=\"217.44\" width=\"334.8\" x=\"59.690625\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.boxplot(x='education', y='salary', hue='management', data=salary)\n",
    "plt.show()\n",
    "\n",
    "# https://datascience.stackexchange.com/questions/46117/meaning-of-hue-in-seaborn-barplot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
       "<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 401.690625 262.19625\" width=\"401.690625pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">\r\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
       "  </style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 262.19625 \r\n",
       "L 401.690625 262.19625 \r\n",
       "L 401.690625 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 59.690625 224.64 \r\n",
       "L 394.490625 224.64 \r\n",
       "L 394.490625 7.2 \r\n",
       "L 59.690625 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 76.877025 162.820411 \r\n",
       "L 120.624225 162.820411 \r\n",
       "L 120.624225 140.504476 \r\n",
       "L 76.877025 140.504476 \r\n",
       "L 76.877025 162.820411 \r\n",
       "z\r\n",
       "\" style=\"fill:#3274a1;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 121.517025 105.195051 \r\n",
       "L 165.264225 105.195051 \r\n",
       "L 165.264225 68.699083 \r\n",
       "L 121.517025 68.699083 \r\n",
       "L 121.517025 105.195051 \r\n",
       "z\r\n",
       "\" style=\"fill:#e1812c;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 166.157025 83.13258 \r\n",
       "L 209.904225 83.13258 \r\n",
       "L 209.904225 41.43643 \r\n",
       "L 166.157025 41.43643 \r\n",
       "L 166.157025 83.13258 \r\n",
       "z\r\n",
       "\" style=\"fill:#3a923a;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 244.277025 192.222185 \r\n",
       "L 288.024225 192.222185 \r\n",
       "L 288.024225 151.512037 \r\n",
       "L 244.277025 151.512037 \r\n",
       "L 244.277025 192.222185 \r\n",
       "z\r\n",
       "\" style=\"fill:#3274a1;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_7\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 288.917025 198.56156 \r\n",
       "L 332.664225 198.56156 \r\n",
       "L 332.664225 182.250761 \r\n",
       "L 288.917025 182.250761 \r\n",
       "L 288.917025 198.56156 \r\n",
       "z\r\n",
       "\" style=\"fill:#e1812c;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_8\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 333.557025 187.707191 \r\n",
       "L 377.304225 187.707191 \r\n",
       "L 377.304225 138.602107 \r\n",
       "L 333.557025 138.602107 \r\n",
       "L 333.557025 187.707191 \r\n",
       "z\r\n",
       "\" style=\"fill:#3a923a;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_1\"/>\r\n",
       "   <g id=\"PathCollection_2\"/>\r\n",
       "   <g id=\"PathCollection_3\"/>\r\n",
       "   <g id=\"patch_9\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 143.390625 329.660716 \r\n",
       "L 143.390625 329.660716 \r\n",
       "L 143.390625 329.660716 \r\n",
       "L 143.390625 329.660716 \r\n",
       "z\r\n",
       "\" style=\"fill:#3274a1;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_10\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 143.390625 329.660716 \r\n",
       "L 143.390625 329.660716 \r\n",
       "L 143.390625 329.660716 \r\n",
       "L 143.390625 329.660716 \r\n",
       "z\r\n",
       "\" style=\"fill:#e1812c;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_11\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 143.390625 329.660716 \r\n",
       "L 143.390625 329.660716 \r\n",
       "L 143.390625 329.660716 \r\n",
       "L 143.390625 329.660716 \r\n",
       "z\r\n",
       "\" style=\"fill:#3a923a;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"m35842fbc54\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"143.390625\" xlink:href=\"#m35842fbc54\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- Y -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M -0.203125 72.90625 \r\n",
       "L 10.40625 72.90625 \r\n",
       "L 30.609375 42.921875 \r\n",
       "L 50.6875 72.90625 \r\n",
       "L 61.28125 72.90625 \r\n",
       "L 35.5 34.71875 \r\n",
       "L 35.5 0 \r\n",
       "L 25.59375 0 \r\n",
       "L 25.59375 34.71875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-89\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(140.336719 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-89\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"310.790625\" xlink:href=\"#m35842fbc54\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- N -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 9.8125 72.90625 \r\n",
       "L 23.09375 72.90625 \r\n",
       "L 55.421875 11.921875 \r\n",
       "L 55.421875 72.90625 \r\n",
       "L 64.984375 72.90625 \r\n",
       "L 64.984375 0 \r\n",
       "L 51.703125 0 \r\n",
       "L 19.390625 60.984375 \r\n",
       "L 19.390625 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-78\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(307.05 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-78\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_3\">\r\n",
       "     <!-- management -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 52 44.1875 \r\n",
       "Q 55.375 50.25 60.0625 53.125 \r\n",
       "Q 64.75 56 71.09375 56 \r\n",
       "Q 79.640625 56 84.28125 50.015625 \r\n",
       "Q 88.921875 44.046875 88.921875 33.015625 \r\n",
       "L 88.921875 0 \r\n",
       "L 79.890625 0 \r\n",
       "L 79.890625 32.71875 \r\n",
       "Q 79.890625 40.578125 77.09375 44.375 \r\n",
       "Q 74.3125 48.1875 68.609375 48.1875 \r\n",
       "Q 61.625 48.1875 57.5625 43.546875 \r\n",
       "Q 53.515625 38.921875 53.515625 30.90625 \r\n",
       "L 53.515625 0 \r\n",
       "L 44.484375 0 \r\n",
       "L 44.484375 32.71875 \r\n",
       "Q 44.484375 40.625 41.703125 44.40625 \r\n",
       "Q 38.921875 48.1875 33.109375 48.1875 \r\n",
       "Q 26.21875 48.1875 22.15625 43.53125 \r\n",
       "Q 18.109375 38.875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.1875 51.21875 25.484375 53.609375 \r\n",
       "Q 29.78125 56 35.6875 56 \r\n",
       "Q 41.65625 56 45.828125 52.96875 \r\n",
       "Q 50 49.953125 52 44.1875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-109\"/>\r\n",
       "      <path d=\"M 34.28125 27.484375 \r\n",
       "Q 23.390625 27.484375 19.1875 25 \r\n",
       "Q 14.984375 22.515625 14.984375 16.5 \r\n",
       "Q 14.984375 11.71875 18.140625 8.90625 \r\n",
       "Q 21.296875 6.109375 26.703125 6.109375 \r\n",
       "Q 34.1875 6.109375 38.703125 11.40625 \r\n",
       "Q 43.21875 16.703125 43.21875 25.484375 \r\n",
       "L 43.21875 27.484375 \r\n",
       "z\r\n",
       "M 52.203125 31.203125 \r\n",
       "L 52.203125 0 \r\n",
       "L 43.21875 0 \r\n",
       "L 43.21875 8.296875 \r\n",
       "Q 40.140625 3.328125 35.546875 0.953125 \r\n",
       "Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
       "Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
       "Q 6 8.015625 6 15.921875 \r\n",
       "Q 6 25.140625 12.171875 29.828125 \r\n",
       "Q 18.359375 34.515625 30.609375 34.515625 \r\n",
       "L 43.21875 34.515625 \r\n",
       "L 43.21875 35.40625 \r\n",
       "Q 43.21875 41.609375 39.140625 45 \r\n",
       "Q 35.0625 48.390625 27.6875 48.390625 \r\n",
       "Q 23 48.390625 18.546875 47.265625 \r\n",
       "Q 14.109375 46.140625 10.015625 43.890625 \r\n",
       "L 10.015625 52.203125 \r\n",
       "Q 14.9375 54.109375 19.578125 55.046875 \r\n",
       "Q 24.21875 56 28.609375 56 \r\n",
       "Q 40.484375 56 46.34375 49.84375 \r\n",
       "Q 52.203125 43.703125 52.203125 31.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-97\"/>\r\n",
       "      <path d=\"M 54.890625 33.015625 \r\n",
       "L 54.890625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 45.90625 32.71875 \r\n",
       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
       "Q 30.078125 56 35.796875 56 \r\n",
       "Q 45.21875 56 50.046875 50.171875 \r\n",
       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-110\"/>\r\n",
       "      <path d=\"M 45.40625 27.984375 \r\n",
       "Q 45.40625 37.75 41.375 43.109375 \r\n",
       "Q 37.359375 48.484375 30.078125 48.484375 \r\n",
       "Q 22.859375 48.484375 18.828125 43.109375 \r\n",
       "Q 14.796875 37.75 14.796875 27.984375 \r\n",
       "Q 14.796875 18.265625 18.828125 12.890625 \r\n",
       "Q 22.859375 7.515625 30.078125 7.515625 \r\n",
       "Q 37.359375 7.515625 41.375 12.890625 \r\n",
       "Q 45.40625 18.265625 45.40625 27.984375 \r\n",
       "z\r\n",
       "M 54.390625 6.78125 \r\n",
       "Q 54.390625 -7.171875 48.1875 -13.984375 \r\n",
       "Q 42 -20.796875 29.203125 -20.796875 \r\n",
       "Q 24.46875 -20.796875 20.265625 -20.09375 \r\n",
       "Q 16.0625 -19.390625 12.109375 -17.921875 \r\n",
       "L 12.109375 -9.1875 \r\n",
       "Q 16.0625 -11.328125 19.921875 -12.34375 \r\n",
       "Q 23.78125 -13.375 27.78125 -13.375 \r\n",
       "Q 36.625 -13.375 41.015625 -8.765625 \r\n",
       "Q 45.40625 -4.15625 45.40625 5.171875 \r\n",
       "L 45.40625 9.625 \r\n",
       "Q 42.625 4.78125 38.28125 2.390625 \r\n",
       "Q 33.9375 0 27.875 0 \r\n",
       "Q 17.828125 0 11.671875 7.65625 \r\n",
       "Q 5.515625 15.328125 5.515625 27.984375 \r\n",
       "Q 5.515625 40.671875 11.671875 48.328125 \r\n",
       "Q 17.828125 56 27.875 56 \r\n",
       "Q 33.9375 56 38.28125 53.609375 \r\n",
       "Q 42.625 51.21875 45.40625 46.390625 \r\n",
       "L 45.40625 54.6875 \r\n",
       "L 54.390625 54.6875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-103\"/>\r\n",
       "      <path d=\"M 56.203125 29.59375 \r\n",
       "L 56.203125 25.203125 \r\n",
       "L 14.890625 25.203125 \r\n",
       "Q 15.484375 15.921875 20.484375 11.0625 \r\n",
       "Q 25.484375 6.203125 34.421875 6.203125 \r\n",
       "Q 39.59375 6.203125 44.453125 7.46875 \r\n",
       "Q 49.3125 8.734375 54.109375 11.28125 \r\n",
       "L 54.109375 2.78125 \r\n",
       "Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
       "Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
       "Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
       "Q 5.515625 13.8125 5.515625 26.8125 \r\n",
       "Q 5.515625 40.234375 12.765625 48.109375 \r\n",
       "Q 20.015625 56 32.328125 56 \r\n",
       "Q 43.359375 56 49.78125 48.890625 \r\n",
       "Q 56.203125 41.796875 56.203125 29.59375 \r\n",
       "z\r\n",
       "M 47.21875 32.234375 \r\n",
       "Q 47.125 39.59375 43.09375 43.984375 \r\n",
       "Q 39.0625 48.390625 32.421875 48.390625 \r\n",
       "Q 24.90625 48.390625 20.390625 44.140625 \r\n",
       "Q 15.875 39.890625 15.1875 32.171875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-101\"/>\r\n",
       "      <path d=\"M 18.3125 70.21875 \r\n",
       "L 18.3125 54.6875 \r\n",
       "L 36.8125 54.6875 \r\n",
       "L 36.8125 47.703125 \r\n",
       "L 18.3125 47.703125 \r\n",
       "L 18.3125 18.015625 \r\n",
       "Q 18.3125 11.328125 20.140625 9.421875 \r\n",
       "Q 21.96875 7.515625 27.59375 7.515625 \r\n",
       "L 36.8125 7.515625 \r\n",
       "L 36.8125 0 \r\n",
       "L 27.59375 0 \r\n",
       "Q 17.1875 0 13.234375 3.875 \r\n",
       "Q 9.28125 7.765625 9.28125 18.015625 \r\n",
       "L 9.28125 47.703125 \r\n",
       "L 2.6875 47.703125 \r\n",
       "L 2.6875 54.6875 \r\n",
       "L 9.28125 54.6875 \r\n",
       "L 9.28125 70.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-116\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(193.596875 252.916563)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-109\"/>\r\n",
       "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"158.691406\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "      <use x=\"222.070312\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"283.349609\" xlink:href=\"#DejaVuSans-103\"/>\r\n",
       "      <use x=\"346.826172\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"408.349609\" xlink:href=\"#DejaVuSans-109\"/>\r\n",
       "      <use x=\"505.761719\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"567.285156\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "      <use x=\"630.664062\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"m468099ac00\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m468099ac00\" y=\"218.248158\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 10000 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 12.40625 8.296875 \r\n",
       "L 28.515625 8.296875 \r\n",
       "L 28.515625 63.921875 \r\n",
       "L 10.984375 60.40625 \r\n",
       "L 10.984375 69.390625 \r\n",
       "L 28.421875 72.90625 \r\n",
       "L 38.28125 72.90625 \r\n",
       "L 38.28125 8.296875 \r\n",
       "L 54.390625 8.296875 \r\n",
       "L 54.390625 0 \r\n",
       "L 12.40625 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-49\"/>\r\n",
       "       <path d=\"M 31.78125 66.40625 \r\n",
       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
       "Q 16.5 51.421875 16.5 36.375 \r\n",
       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
       "Q 47.125 21.390625 47.125 36.375 \r\n",
       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
       "z\r\n",
       "M 31.78125 74.21875 \r\n",
       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-48\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 222.047377)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m468099ac00\" y=\"190.395019\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 12500 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 19.1875 8.296875 \r\n",
       "L 53.609375 8.296875 \r\n",
       "L 53.609375 0 \r\n",
       "L 7.328125 0 \r\n",
       "L 7.328125 8.296875 \r\n",
       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
       "L 7.8125 69.390625 \r\n",
       "Q 13.765625 71.78125 18.9375 73 \r\n",
       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-50\"/>\r\n",
       "       <path d=\"M 10.796875 72.90625 \r\n",
       "L 49.515625 72.90625 \r\n",
       "L 49.515625 64.59375 \r\n",
       "L 19.828125 64.59375 \r\n",
       "L 19.828125 46.734375 \r\n",
       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
       "Q 40.625 48.1875 47.75 41.5 \r\n",
       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
       "L 7.71875 11.625 \r\n",
       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
       "Q 45.015625 31 40.078125 35.4375 \r\n",
       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-53\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 194.194238)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m468099ac00\" y=\"162.54188\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 15000 -->\r\n",
       "      <g transform=\"translate(20.878125 166.341099)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m468099ac00\" y=\"134.688741\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 17500 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 8.203125 72.90625 \r\n",
       "L 55.078125 72.90625 \r\n",
       "L 55.078125 68.703125 \r\n",
       "L 28.609375 0 \r\n",
       "L 18.3125 0 \r\n",
       "L 43.21875 64.59375 \r\n",
       "L 8.203125 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-55\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 138.487959)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m468099ac00\" y=\"106.835601\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 20000 -->\r\n",
       "      <g transform=\"translate(20.878125 110.63482)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m468099ac00\" y=\"78.982462\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- 22500 -->\r\n",
       "      <g transform=\"translate(20.878125 82.781681)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_7\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m468099ac00\" y=\"51.129323\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- 25000 -->\r\n",
       "      <g transform=\"translate(20.878125 54.928541)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_8\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m468099ac00\" y=\"23.276183\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- 27500 -->\r\n",
       "      <g transform=\"translate(20.878125 27.075402)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_12\">\r\n",
       "     <!-- salary -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 44.28125 53.078125 \r\n",
       "L 44.28125 44.578125 \r\n",
       "Q 40.484375 46.53125 36.375 47.5 \r\n",
       "Q 32.28125 48.484375 27.875 48.484375 \r\n",
       "Q 21.1875 48.484375 17.84375 46.4375 \r\n",
       "Q 14.5 44.390625 14.5 40.28125 \r\n",
       "Q 14.5 37.15625 16.890625 35.375 \r\n",
       "Q 19.28125 33.59375 26.515625 31.984375 \r\n",
       "L 29.59375 31.296875 \r\n",
       "Q 39.15625 29.25 43.1875 25.515625 \r\n",
       "Q 47.21875 21.78125 47.21875 15.09375 \r\n",
       "Q 47.21875 7.46875 41.1875 3.015625 \r\n",
       "Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
       "Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
       "Q 10.6875 0.296875 5.421875 2 \r\n",
       "L 5.421875 11.28125 \r\n",
       "Q 10.40625 8.6875 15.234375 7.390625 \r\n",
       "Q 20.0625 6.109375 24.8125 6.109375 \r\n",
       "Q 31.15625 6.109375 34.5625 8.28125 \r\n",
       "Q 37.984375 10.453125 37.984375 14.40625 \r\n",
       "Q 37.984375 18.0625 35.515625 20.015625 \r\n",
       "Q 33.0625 21.96875 24.703125 23.78125 \r\n",
       "L 21.578125 24.515625 \r\n",
       "Q 13.234375 26.265625 9.515625 29.90625 \r\n",
       "Q 5.8125 33.546875 5.8125 39.890625 \r\n",
       "Q 5.8125 47.609375 11.28125 51.796875 \r\n",
       "Q 16.75 56 26.8125 56 \r\n",
       "Q 31.78125 56 36.171875 55.265625 \r\n",
       "Q 40.578125 54.546875 44.28125 53.078125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-115\"/>\r\n",
       "      <path d=\"M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-108\"/>\r\n",
       "      <path d=\"M 41.109375 46.296875 \r\n",
       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
       "Q 36.03125 48 33.890625 48 \r\n",
       "Q 26.265625 48 22.1875 43.046875 \r\n",
       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
       "Q 30.03125 56 36.53125 56 \r\n",
       "Q 37.453125 56 38.578125 55.875 \r\n",
       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-114\"/>\r\n",
       "      <path d=\"M 32.171875 -5.078125 \r\n",
       "Q 28.375 -14.84375 24.75 -17.8125 \r\n",
       "Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
       "L 7.90625 -20.796875 \r\n",
       "L 7.90625 -13.28125 \r\n",
       "L 13.1875 -13.28125 \r\n",
       "Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
       "Q 21 -9.765625 23.484375 -3.21875 \r\n",
       "L 25.09375 0.875 \r\n",
       "L 2.984375 54.6875 \r\n",
       "L 12.5 54.6875 \r\n",
       "L 29.59375 11.921875 \r\n",
       "L 46.6875 54.6875 \r\n",
       "L 56.203125 54.6875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-121\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(14.798438 131.056719)rotate(-90)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"52.099609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"113.378906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "      <use x=\"141.162109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"202.441406\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      <use x=\"243.554688\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_11\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 98.750625 162.820411 \r\n",
       "L 98.750625 175.064651 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_12\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 98.750625 140.504476 \r\n",
       "L 98.750625 135.758301 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_13\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 87.813825 175.064651 \r\n",
       "L 109.687425 175.064651 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_14\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 87.813825 135.758301 \r\n",
       "L 109.687425 135.758301 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_15\"/>\r\n",
       "   <g id=\"line2d_16\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 143.390625 105.195051 \r\n",
       "L 143.390625 121.308092 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_17\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 143.390625 68.699083 \r\n",
       "L 143.390625 43.497563 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_18\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 132.453825 121.308092 \r\n",
       "L 154.327425 121.308092 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_19\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 132.453825 43.497563 \r\n",
       "L 154.327425 43.497563 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_20\"/>\r\n",
       "   <g id=\"line2d_21\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 188.030625 83.13258 \r\n",
       "L 188.030625 97.120426 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_22\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 188.030625 41.43643 \r\n",
       "L 188.030625 19.52158 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_23\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 177.093825 97.120426 \r\n",
       "L 198.967425 97.120426 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_24\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 177.093825 19.52158 \r\n",
       "L 198.967425 19.52158 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_25\"/>\r\n",
       "   <g id=\"line2d_26\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 266.150625 192.222185 \r\n",
       "L 266.150625 212.287587 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_27\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 266.150625 151.512037 \r\n",
       "L 266.150625 114.121983 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_28\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 255.213825 212.287587 \r\n",
       "L 277.087425 212.287587 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_29\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 255.213825 114.121983 \r\n",
       "L 277.087425 114.121983 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_30\"/>\r\n",
       "   <g id=\"line2d_31\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 310.790625 198.56156 \r\n",
       "L 310.790625 200.333019 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_32\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 310.790625 182.250761 \r\n",
       "L 310.790625 177.281761 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_33\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 299.853825 200.333019 \r\n",
       "L 321.727425 200.333019 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_34\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 299.853825 177.281761 \r\n",
       "L 321.727425 177.281761 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_35\"/>\r\n",
       "   <g id=\"line2d_36\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 355.430625 187.707191 \r\n",
       "L 355.430625 203.953927 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_37\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 355.430625 138.602107 \r\n",
       "L 355.430625 115.670617 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_38\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 344.493825 203.953927 \r\n",
       "L 366.367425 203.953927 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_39\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 344.493825 115.670617 \r\n",
       "L 366.367425 115.670617 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_40\"/>\r\n",
       "   <g id=\"line2d_41\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 76.877025 151.790568 \r\n",
       "L 120.624225 151.790568 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_42\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 121.517025 87.137861 \r\n",
       "L 165.264225 87.137861 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_43\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 166.157025 64.721655 \r\n",
       "L 209.904225 64.721655 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_44\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 244.277025 168.480169 \r\n",
       "L 288.024225 168.480169 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_45\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 288.917025 193.793102 \r\n",
       "L 332.664225 193.793102 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_46\">\r\n",
       "    <path clip-path=\"url(#p72e212d461)\" d=\"M 333.557025 170.106793 \r\n",
       "L 377.304225 170.106793 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_12\">\r\n",
       "    <path d=\"M 59.690625 224.64 \r\n",
       "L 59.690625 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_13\">\r\n",
       "    <path d=\"M 394.490625 224.64 \r\n",
       "L 394.490625 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_14\">\r\n",
       "    <path d=\"M 59.690625 224.64 \r\n",
       "L 394.490625 224.64 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_15\">\r\n",
       "    <path d=\"M 59.690625 7.2 \r\n",
       "L 394.490625 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_4\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 2.5 \r\n",
       "C 0.663008 2.5 1.29895 2.236584 1.767767 1.767767 \r\n",
       "C 2.236584 1.29895 2.5 0.663008 2.5 0 \r\n",
       "C 2.5 -0.663008 2.236584 -1.29895 1.767767 -1.767767 \r\n",
       "C 1.29895 -2.236584 0.663008 -2.5 0 -2.5 \r\n",
       "C -0.663008 -2.5 -1.29895 -2.236584 -1.767767 -1.767767 \r\n",
       "C -2.236584 -1.29895 -2.5 -0.663008 -2.5 0 \r\n",
       "C -2.5 0.663008 -2.236584 1.29895 -1.767767 1.767767 \r\n",
       "C -1.29895 2.236584 -0.663008 2.5 0 2.5 \r\n",
       "z\r\n",
       "\" id=\"C0_0_d6feed6bbb\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"100.672291\" xlink:href=\"#C0_0_d6feed6bbb\" y=\"175.064651\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"103.018876\" xlink:href=\"#C0_0_d6feed6bbb\" y=\"162.820411\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"93.600491\" xlink:href=\"#C0_0_d6feed6bbb\" y=\"151.790568\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"102.41517\" xlink:href=\"#C0_0_d6feed6bbb\" y=\"140.504476\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"104.174087\" xlink:href=\"#C0_0_d6feed6bbb\" y=\"135.758301\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_5\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 2.5 \r\n",
       "C 0.663008 2.5 1.29895 2.236584 1.767767 1.767767 \r\n",
       "C 2.236584 1.29895 2.5 0.663008 2.5 0 \r\n",
       "C 2.5 -0.663008 2.236584 -1.29895 1.767767 -1.767767 \r\n",
       "C 1.29895 -2.236584 0.663008 -2.5 0 -2.5 \r\n",
       "C -0.663008 -2.5 -1.29895 -2.236584 -1.767767 -1.767767 \r\n",
       "C -2.236584 -1.29895 -2.5 -0.663008 -2.5 0 \r\n",
       "C -2.5 0.663008 -2.236584 1.29895 -1.767767 1.767767 \r\n",
       "C -1.29895 2.236584 -0.663008 2.5 0 2.5 \r\n",
       "z\r\n",
       "\" id=\"C1_0_44c6c9fc63\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"147.39835\" xlink:href=\"#C1_0_44c6c9fc63\" y=\"121.308092\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"138.511316\" xlink:href=\"#C1_0_44c6c9fc63\" y=\"109.063852\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"140.0637\" xlink:href=\"#C1_0_44c6c9fc63\" y=\"103.905451\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"142.780145\" xlink:href=\"#C1_0_44c6c9fc63\" y=\"91.772624\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"144.032607\" xlink:href=\"#C1_0_44c6c9fc63\" y=\"82.503099\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"140.319858\" xlink:href=\"#C1_0_44c6c9fc63\" y=\"71.473256\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"141.714133\" xlink:href=\"#C1_0_44c6c9fc63\" y=\"60.376565\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"139.080029\" xlink:href=\"#C1_0_44c6c9fc63\" y=\"43.497563\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_6\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 2.5 \r\n",
       "C 0.663008 2.5 1.29895 2.236584 1.767767 1.767767 \r\n",
       "C 2.236584 1.29895 2.5 0.663008 2.5 0 \r\n",
       "C 2.5 -0.663008 2.236584 -1.29895 1.767767 -1.767767 \r\n",
       "C 1.29895 -2.236584 0.663008 -2.5 0 -2.5 \r\n",
       "C -0.663008 -2.5 -1.29895 -2.236584 -1.767767 -1.767767 \r\n",
       "C -2.236584 -1.29895 -2.5 -0.663008 -2.5 0 \r\n",
       "C -2.5 0.663008 -2.236584 1.29895 -1.767767 1.767767 \r\n",
       "C -1.29895 2.236584 -0.663008 2.5 0 2.5 \r\n",
       "z\r\n",
       "\" id=\"C2_0_1895f74aa0\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"192.588048\" xlink:href=\"#C2_0_1895f74aa0\" y=\"97.120426\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"184.686662\" xlink:href=\"#C2_0_1895f74aa0\" y=\"91.56094\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"184.149963\" xlink:href=\"#C2_0_1895f74aa0\" y=\"74.70422\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"186.798691\" xlink:href=\"#C2_0_1895f74aa0\" y=\"64.721655\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"188.817524\" xlink:href=\"#C2_0_1895f74aa0\" y=\"46.561408\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"185.653248\" xlink:href=\"#C2_0_1895f74aa0\" y=\"36.311453\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"193.582383\" xlink:href=\"#C2_0_1895f74aa0\" y=\"19.52158\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_7\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 2.5 \r\n",
       "C 0.663008 2.5 1.29895 2.236584 1.767767 1.767767 \r\n",
       "C 2.236584 1.29895 2.5 0.663008 2.5 0 \r\n",
       "C 2.5 -0.663008 2.236584 -1.29895 1.767767 -1.767767 \r\n",
       "C 1.29895 -2.236584 0.663008 -2.5 0 -2.5 \r\n",
       "C -0.663008 -2.5 -1.29895 -2.236584 -1.767767 -1.767767 \r\n",
       "C -2.236584 -1.29895 -2.5 -0.663008 -2.5 0 \r\n",
       "C -2.5 0.663008 -2.236584 1.29895 -1.767767 1.767767 \r\n",
       "C -1.29895 2.236584 -0.663008 2.5 0 2.5 \r\n",
       "z\r\n",
       "\" id=\"C3_0_3a17a70d83\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"268.70754\" xlink:href=\"#C3_0_3a17a70d83\" y=\"212.287587\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"260.926791\" xlink:href=\"#C3_0_3a17a70d83\" y=\"202.460999\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"265.275862\" xlink:href=\"#C3_0_3a17a70d83\" y=\"192.222185\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"263.33833\" xlink:href=\"#C3_0_3a17a70d83\" y=\"178.718983\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"269.708704\" xlink:href=\"#C3_0_3a17a70d83\" y=\"168.480169\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"266.932018\" xlink:href=\"#C3_0_3a17a70d83\" y=\"164.090514\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"269.98648\" xlink:href=\"#C3_0_3a17a70d83\" y=\"151.512037\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"270.678252\" xlink:href=\"#C3_0_3a17a70d83\" y=\"134.878142\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"269.53297\" xlink:href=\"#C3_0_3a17a70d83\" y=\"114.121983\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_8\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 2.5 \r\n",
       "C 0.663008 2.5 1.29895 2.236584 1.767767 1.767767 \r\n",
       "C 2.236584 1.29895 2.5 0.663008 2.5 0 \r\n",
       "C 2.5 -0.663008 2.236584 -1.29895 1.767767 -1.767767 \r\n",
       "C 1.29895 -2.236584 0.663008 -2.5 0 -2.5 \r\n",
       "C -0.663008 -2.5 -1.29895 -2.236584 -1.767767 -1.767767 \r\n",
       "C -2.236584 -1.29895 -2.5 -0.663008 -2.5 0 \r\n",
       "C -2.5 0.663008 -2.236584 1.29895 -1.767767 1.767767 \r\n",
       "C -1.29895 2.236584 -0.663008 2.5 0 2.5 \r\n",
       "z\r\n",
       "\" id=\"C4_0_daf37bc7d5\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"313.206839\" xlink:href=\"#C4_0_daf37bc7d5\" y=\"200.333019\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"307.635845\" xlink:href=\"#C4_0_daf37bc7d5\" y=\"198.56156\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"316.025312\" xlink:href=\"#C4_0_daf37bc7d5\" y=\"193.793102\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"311.023681\" xlink:href=\"#C4_0_daf37bc7d5\" y=\"182.250761\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"309.731569\" xlink:href=\"#C4_0_daf37bc7d5\" y=\"177.281761\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_9\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 2.5 \r\n",
       "C 0.663008 2.5 1.29895 2.236584 1.767767 1.767767 \r\n",
       "C 2.236584 1.29895 2.5 0.663008 2.5 0 \r\n",
       "C 2.5 -0.663008 2.236584 -1.29895 1.767767 -1.767767 \r\n",
       "C 1.29895 -2.236584 0.663008 -2.5 0 -2.5 \r\n",
       "C -0.663008 -2.5 -1.29895 -2.236584 -1.767767 -1.767767 \r\n",
       "C -2.236584 -1.29895 -2.5 -0.663008 -2.5 0 \r\n",
       "C -2.5 0.663008 -2.236584 1.29895 -1.767767 1.767767 \r\n",
       "C -1.29895 2.236584 -0.663008 2.5 0 2.5 \r\n",
       "z\r\n",
       "\" id=\"C5_0_6ac4aa7099\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"352.61565\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"203.953927\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"358.519593\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"198.505853\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"352.699906\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"192.478434\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"355.032814\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"186.116777\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"353.842565\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"182.094784\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"350.14758\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"175.476878\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"360.58396\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"164.736707\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"354.052907\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"152.046817\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"359.113816\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"141.574037\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"351.002273\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"129.686317\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"353.501314\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"119.78174\"/>\r\n",
       "    </g>\r\n",
       "    <g clip-path=\"url(#p72e212d461)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"350.809726\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"115.670617\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"legend_1\">\r\n",
       "    <g id=\"patch_16\">\r\n",
       "     <path d=\"M 311.504688 117.946875 \r\n",
       "L 387.490625 117.946875 \r\n",
       "Q 389.490625 117.946875 389.490625 115.946875 \r\n",
       "L 389.490625 14.2 \r\n",
       "Q 389.490625 12.2 387.490625 12.2 \r\n",
       "L 311.504688 12.2 \r\n",
       "Q 309.504688 12.2 309.504688 14.2 \r\n",
       "L 309.504688 115.946875 \r\n",
       "Q 309.504688 117.946875 311.504688 117.946875 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_13\">\r\n",
       "     <!-- education -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 45.40625 46.390625 \r\n",
       "L 45.40625 75.984375 \r\n",
       "L 54.390625 75.984375 \r\n",
       "L 54.390625 0 \r\n",
       "L 45.40625 0 \r\n",
       "L 45.40625 8.203125 \r\n",
       "Q 42.578125 3.328125 38.25 0.953125 \r\n",
       "Q 33.9375 -1.421875 27.875 -1.421875 \r\n",
       "Q 17.96875 -1.421875 11.734375 6.484375 \r\n",
       "Q 5.515625 14.40625 5.515625 27.296875 \r\n",
       "Q 5.515625 40.1875 11.734375 48.09375 \r\n",
       "Q 17.96875 56 27.875 56 \r\n",
       "Q 33.9375 56 38.25 53.625 \r\n",
       "Q 42.578125 51.265625 45.40625 46.390625 \r\n",
       "z\r\n",
       "M 14.796875 27.296875 \r\n",
       "Q 14.796875 17.390625 18.875 11.75 \r\n",
       "Q 22.953125 6.109375 30.078125 6.109375 \r\n",
       "Q 37.203125 6.109375 41.296875 11.75 \r\n",
       "Q 45.40625 17.390625 45.40625 27.296875 \r\n",
       "Q 45.40625 37.203125 41.296875 42.84375 \r\n",
       "Q 37.203125 48.484375 30.078125 48.484375 \r\n",
       "Q 22.953125 48.484375 18.875 42.84375 \r\n",
       "Q 14.796875 37.203125 14.796875 27.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-100\"/>\r\n",
       "      <path d=\"M 8.5 21.578125 \r\n",
       "L 8.5 54.6875 \r\n",
       "L 17.484375 54.6875 \r\n",
       "L 17.484375 21.921875 \r\n",
       "Q 17.484375 14.15625 20.5 10.265625 \r\n",
       "Q 23.53125 6.390625 29.59375 6.390625 \r\n",
       "Q 36.859375 6.390625 41.078125 11.03125 \r\n",
       "Q 45.3125 15.671875 45.3125 23.6875 \r\n",
       "L 45.3125 54.6875 \r\n",
       "L 54.296875 54.6875 \r\n",
       "L 54.296875 0 \r\n",
       "L 45.3125 0 \r\n",
       "L 45.3125 8.40625 \r\n",
       "Q 42.046875 3.421875 37.71875 1 \r\n",
       "Q 33.40625 -1.421875 27.6875 -1.421875 \r\n",
       "Q 18.265625 -1.421875 13.375 4.4375 \r\n",
       "Q 8.5 10.296875 8.5 21.578125 \r\n",
       "z\r\n",
       "M 31.109375 56 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-117\"/>\r\n",
       "      <path d=\"M 48.78125 52.59375 \r\n",
       "L 48.78125 44.1875 \r\n",
       "Q 44.96875 46.296875 41.140625 47.34375 \r\n",
       "Q 37.3125 48.390625 33.40625 48.390625 \r\n",
       "Q 24.65625 48.390625 19.8125 42.84375 \r\n",
       "Q 14.984375 37.3125 14.984375 27.296875 \r\n",
       "Q 14.984375 17.28125 19.8125 11.734375 \r\n",
       "Q 24.65625 6.203125 33.40625 6.203125 \r\n",
       "Q 37.3125 6.203125 41.140625 7.25 \r\n",
       "Q 44.96875 8.296875 48.78125 10.40625 \r\n",
       "L 48.78125 2.09375 \r\n",
       "Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
       "Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
       "Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
       "Q 5.515625 14.109375 5.515625 27.296875 \r\n",
       "Q 5.515625 40.671875 12.859375 48.328125 \r\n",
       "Q 20.21875 56 33.015625 56 \r\n",
       "Q 37.15625 56 41.109375 55.140625 \r\n",
       "Q 45.0625 54.296875 48.78125 52.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-99\"/>\r\n",
       "      <path d=\"M 9.421875 54.6875 \r\n",
       "L 18.40625 54.6875 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 64.59375 \r\n",
       "L 9.421875 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-105\"/>\r\n",
       "      <path d=\"M 30.609375 48.390625 \r\n",
       "Q 23.390625 48.390625 19.1875 42.75 \r\n",
       "Q 14.984375 37.109375 14.984375 27.296875 \r\n",
       "Q 14.984375 17.484375 19.15625 11.84375 \r\n",
       "Q 23.34375 6.203125 30.609375 6.203125 \r\n",
       "Q 37.796875 6.203125 41.984375 11.859375 \r\n",
       "Q 46.1875 17.53125 46.1875 27.296875 \r\n",
       "Q 46.1875 37.015625 41.984375 42.703125 \r\n",
       "Q 37.796875 48.390625 30.609375 48.390625 \r\n",
       "z\r\n",
       "M 30.609375 56 \r\n",
       "Q 42.328125 56 49.015625 48.375 \r\n",
       "Q 55.71875 40.765625 55.71875 27.296875 \r\n",
       "Q 55.71875 13.875 49.015625 6.21875 \r\n",
       "Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
       "Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
       "Q 5.515625 13.875 5.515625 27.296875 \r\n",
       "Q 5.515625 40.765625 12.171875 48.375 \r\n",
       "Q 18.84375 56 30.609375 56 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-111\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(324.6875 23.798438)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"61.523438\" xlink:href=\"#DejaVuSans-100\"/>\r\n",
       "      <use x=\"125\" xlink:href=\"#DejaVuSans-117\"/>\r\n",
       "      <use x=\"188.378906\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
       "      <use x=\"243.359375\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"304.638672\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"343.847656\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      <use x=\"371.630859\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "      <use x=\"432.8125\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"patch_17\">\r\n",
       "     <path d=\"M 313.504688 38.476563 \r\n",
       "L 333.504688 38.476563 \r\n",
       "L 333.504688 31.476563 \r\n",
       "L 313.504688 31.476563 \r\n",
       "z\r\n",
       "\" style=\"fill:#3274a1;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_14\">\r\n",
       "     <!-- Bachelor -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 19.671875 34.8125 \r\n",
       "L 19.671875 8.109375 \r\n",
       "L 35.5 8.109375 \r\n",
       "Q 43.453125 8.109375 47.28125 11.40625 \r\n",
       "Q 51.125 14.703125 51.125 21.484375 \r\n",
       "Q 51.125 28.328125 47.28125 31.5625 \r\n",
       "Q 43.453125 34.8125 35.5 34.8125 \r\n",
       "z\r\n",
       "M 19.671875 64.796875 \r\n",
       "L 19.671875 42.828125 \r\n",
       "L 34.28125 42.828125 \r\n",
       "Q 41.5 42.828125 45.03125 45.53125 \r\n",
       "Q 48.578125 48.25 48.578125 53.8125 \r\n",
       "Q 48.578125 59.328125 45.03125 62.0625 \r\n",
       "Q 41.5 64.796875 34.28125 64.796875 \r\n",
       "z\r\n",
       "M 9.8125 72.90625 \r\n",
       "L 35.015625 72.90625 \r\n",
       "Q 46.296875 72.90625 52.390625 68.21875 \r\n",
       "Q 58.5 63.53125 58.5 54.890625 \r\n",
       "Q 58.5 48.1875 55.375 44.234375 \r\n",
       "Q 52.25 40.28125 46.1875 39.3125 \r\n",
       "Q 53.46875 37.75 57.5 32.78125 \r\n",
       "Q 61.53125 27.828125 61.53125 20.40625 \r\n",
       "Q 61.53125 10.640625 54.890625 5.3125 \r\n",
       "Q 48.25 0 35.984375 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-66\"/>\r\n",
       "      <path d=\"M 54.890625 33.015625 \r\n",
       "L 54.890625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 45.90625 32.71875 \r\n",
       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 75.984375 \r\n",
       "L 18.109375 75.984375 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
       "Q 30.078125 56 35.796875 56 \r\n",
       "Q 45.21875 56 50.046875 50.171875 \r\n",
       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-104\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(341.504688 38.476563)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-66\"/>\r\n",
       "      <use x=\"68.603516\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"129.882812\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
       "      <use x=\"184.863281\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
       "      <use x=\"248.242188\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"309.765625\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "      <use x=\"337.548828\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "      <use x=\"398.730469\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"patch_18\">\r\n",
       "     <path d=\"M 313.504688 53.154688 \r\n",
       "L 333.504688 53.154688 \r\n",
       "L 333.504688 46.154688 \r\n",
       "L 313.504688 46.154688 \r\n",
       "z\r\n",
       "\" style=\"fill:#e1812c;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_15\">\r\n",
       "     <!-- Ph.D -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 19.671875 64.796875 \r\n",
       "L 19.671875 37.40625 \r\n",
       "L 32.078125 37.40625 \r\n",
       "Q 38.96875 37.40625 42.71875 40.96875 \r\n",
       "Q 46.484375 44.53125 46.484375 51.125 \r\n",
       "Q 46.484375 57.671875 42.71875 61.234375 \r\n",
       "Q 38.96875 64.796875 32.078125 64.796875 \r\n",
       "z\r\n",
       "M 9.8125 72.90625 \r\n",
       "L 32.078125 72.90625 \r\n",
       "Q 44.34375 72.90625 50.609375 67.359375 \r\n",
       "Q 56.890625 61.8125 56.890625 51.125 \r\n",
       "Q 56.890625 40.328125 50.609375 34.8125 \r\n",
       "Q 44.34375 29.296875 32.078125 29.296875 \r\n",
       "L 19.671875 29.296875 \r\n",
       "L 19.671875 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-80\"/>\r\n",
       "      <path d=\"M 10.6875 12.40625 \r\n",
       "L 21 12.40625 \r\n",
       "L 21 0 \r\n",
       "L 10.6875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-46\"/>\r\n",
       "      <path d=\"M 19.671875 64.796875 \r\n",
       "L 19.671875 8.109375 \r\n",
       "L 31.59375 8.109375 \r\n",
       "Q 46.6875 8.109375 53.6875 14.9375 \r\n",
       "Q 60.6875 21.78125 60.6875 36.53125 \r\n",
       "Q 60.6875 51.171875 53.6875 57.984375 \r\n",
       "Q 46.6875 64.796875 31.59375 64.796875 \r\n",
       "z\r\n",
       "M 9.8125 72.90625 \r\n",
       "L 30.078125 72.90625 \r\n",
       "Q 51.265625 72.90625 61.171875 64.09375 \r\n",
       "Q 71.09375 55.28125 71.09375 36.53125 \r\n",
       "Q 71.09375 17.671875 61.125 8.828125 \r\n",
       "Q 51.171875 0 30.078125 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-68\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(341.504688 53.154688)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-80\"/>\r\n",
       "      <use x=\"60.302734\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
       "      <use x=\"123.681641\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "      <use x=\"155.46875\" xlink:href=\"#DejaVuSans-68\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"patch_19\">\r\n",
       "     <path d=\"M 313.504688 67.832813 \r\n",
       "L 333.504688 67.832813 \r\n",
       "L 333.504688 60.832813 \r\n",
       "L 313.504688 60.832813 \r\n",
       "z\r\n",
       "\" style=\"fill:#3a923a;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_16\">\r\n",
       "     <!-- Master -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 9.8125 72.90625 \r\n",
       "L 24.515625 72.90625 \r\n",
       "L 43.109375 23.296875 \r\n",
       "L 61.8125 72.90625 \r\n",
       "L 76.515625 72.90625 \r\n",
       "L 76.515625 0 \r\n",
       "L 66.890625 0 \r\n",
       "L 66.890625 64.015625 \r\n",
       "L 48.09375 14.015625 \r\n",
       "L 38.1875 14.015625 \r\n",
       "L 19.390625 64.015625 \r\n",
       "L 19.390625 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-77\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(341.504688 67.832813)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-77\"/>\r\n",
       "      <use x=\"86.279297\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"147.558594\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"199.658203\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"238.867188\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"300.390625\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"PathCollection_10\">\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 0 3.872983 \r\n",
       "C 1.027127 3.872983 2.012324 3.464901 2.738613 2.738613 \r\n",
       "C 3.464901 2.012324 3.872983 1.027127 3.872983 0 \r\n",
       "C 3.872983 -1.027127 3.464901 -2.012324 2.738613 -2.738613 \r\n",
       "C 2.012324 -3.464901 1.027127 -3.872983 0 -3.872983 \r\n",
       "C -1.027127 -3.872983 -2.012324 -3.464901 -2.738613 -2.738613 \r\n",
       "C -3.464901 -2.012324 -3.872983 -1.027127 -3.872983 0 \r\n",
       "C -3.872983 1.027127 -3.464901 2.012324 -2.738613 2.738613 \r\n",
       "C -2.012324 3.464901 -1.027127 3.872983 0 3.872983 \r\n",
       "z\r\n",
       "\" id=\"m6fcc053f99\" style=\"stroke:#1f77b4;\"/>\r\n",
       "     </defs>\r\n",
       "     <g>\r\n",
       "      <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"323.504688\" xlink:href=\"#m6fcc053f99\" y=\"79.885938\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_17\">\r\n",
       "     <!-- Bachelor -->\r\n",
       "     <g transform=\"translate(341.504688 82.510938)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-66\"/>\r\n",
       "      <use x=\"68.603516\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"129.882812\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
       "      <use x=\"184.863281\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
       "      <use x=\"248.242188\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"309.765625\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "      <use x=\"337.548828\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "      <use x=\"398.730469\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"PathCollection_11\">\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 0 3.872983 \r\n",
       "C 1.027127 3.872983 2.012324 3.464901 2.738613 2.738613 \r\n",
       "C 3.464901 2.012324 3.872983 1.027127 3.872983 0 \r\n",
       "C 3.872983 -1.027127 3.464901 -2.012324 2.738613 -2.738613 \r\n",
       "C 2.012324 -3.464901 1.027127 -3.872983 0 -3.872983 \r\n",
       "C -1.027127 -3.872983 -2.012324 -3.464901 -2.738613 -2.738613 \r\n",
       "C -3.464901 -2.012324 -3.872983 -1.027127 -3.872983 0 \r\n",
       "C -3.872983 1.027127 -3.464901 2.012324 -2.738613 2.738613 \r\n",
       "C -2.012324 3.464901 -1.027127 3.872983 0 3.872983 \r\n",
       "z\r\n",
       "\" id=\"m4ffd204c83\" style=\"stroke:#ff7f0e;\"/>\r\n",
       "     </defs>\r\n",
       "     <g>\r\n",
       "      <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"323.504688\" xlink:href=\"#m4ffd204c83\" y=\"94.564063\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_18\">\r\n",
       "     <!-- Ph.D -->\r\n",
       "     <g transform=\"translate(341.504688 97.189063)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-80\"/>\r\n",
       "      <use x=\"60.302734\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
       "      <use x=\"123.681641\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "      <use x=\"155.46875\" xlink:href=\"#DejaVuSans-68\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"PathCollection_12\">\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 0 3.872983 \r\n",
       "C 1.027127 3.872983 2.012324 3.464901 2.738613 2.738613 \r\n",
       "C 3.464901 2.012324 3.872983 1.027127 3.872983 0 \r\n",
       "C 3.872983 -1.027127 3.464901 -2.012324 2.738613 -2.738613 \r\n",
       "C 2.012324 -3.464901 1.027127 -3.872983 0 -3.872983 \r\n",
       "C -1.027127 -3.872983 -2.012324 -3.464901 -2.738613 -2.738613 \r\n",
       "C -3.464901 -2.012324 -3.872983 -1.027127 -3.872983 0 \r\n",
       "C -3.872983 1.027127 -3.464901 2.012324 -2.738613 2.738613 \r\n",
       "C -2.012324 3.464901 -1.027127 3.872983 0 3.872983 \r\n",
       "z\r\n",
       "\" id=\"m4d7db3990a\" style=\"stroke:#2ca02c;\"/>\r\n",
       "     </defs>\r\n",
       "     <g>\r\n",
       "      <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"323.504688\" xlink:href=\"#m4d7db3990a\" y=\"109.242188\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_19\">\r\n",
       "     <!-- Master -->\r\n",
       "     <g transform=\"translate(341.504688 111.867188)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-77\"/>\r\n",
       "      <use x=\"86.279297\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"147.558594\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"199.658203\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"238.867188\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"300.390625\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"p72e212d461\">\r\n",
       "   <rect height=\"217.44\" width=\"334.8\" x=\"59.690625\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.boxplot(x=\"management\", y=\"salary\", hue=\"education\", data=salary)\n",
    "sns.stripplot(x=\"management\", y=\"salary\", hue=\"education\", data=salary, jitter=True, dodge=True, linewidth=1)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Density Plots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
       "<svg height=\"620.874375pt\" version=\"1.1\" viewBox=\"0 0 622.31875 620.874375\" width=\"622.31875pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">\r\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
       "  </style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M -0 620.874375 \r\n",
       "L 622.31875 620.874375 \r\n",
       "L 622.31875 0 \r\n",
       "L -0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 62.86875 175.984792 \r\n",
       "L 615.11875 175.984792 \r\n",
       "L 615.11875 22.318125 \r\n",
       "L 62.86875 22.318125 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path clip-path=\"url(#p2151182f41)\" d=\"M 244.991506 175.984792 \r\n",
       "L 251.225462 175.984792 \r\n",
       "L 251.225462 29.635585 \r\n",
       "L 244.991506 29.635585 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path clip-path=\"url(#p2151182f41)\" d=\"M 251.225462 175.984792 \r\n",
       "L 257.459418 175.984792 \r\n",
       "L 257.459418 175.984792 \r\n",
       "L 251.225462 175.984792 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path clip-path=\"url(#p2151182f41)\" d=\"M 257.459418 175.984792 \r\n",
       "L 263.693375 175.984792 \r\n",
       "L 263.693375 175.984792 \r\n",
       "L 257.459418 175.984792 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path clip-path=\"url(#p2151182f41)\" d=\"M 263.693375 175.984792 \r\n",
       "L 269.927331 175.984792 \r\n",
       "L 269.927331 29.635585 \r\n",
       "L 263.693375 29.635585 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_7\">\r\n",
       "    <path clip-path=\"url(#p2151182f41)\" d=\"M 269.927331 175.984792 \r\n",
       "L 276.161287 175.984792 \r\n",
       "L 276.161287 175.984792 \r\n",
       "L 269.927331 175.984792 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_8\">\r\n",
       "    <path clip-path=\"url(#p2151182f41)\" d=\"M 276.161287 175.984792 \r\n",
       "L 282.395243 175.984792 \r\n",
       "L 282.395243 29.635585 \r\n",
       "L 276.161287 29.635585 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_9\">\r\n",
       "    <path clip-path=\"url(#p2151182f41)\" d=\"M 282.395243 175.984792 \r\n",
       "L 288.6292 175.984792 \r\n",
       "L 288.6292 175.984792 \r\n",
       "L 282.395243 175.984792 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_10\">\r\n",
       "    <path clip-path=\"url(#p2151182f41)\" d=\"M 288.6292 175.984792 \r\n",
       "L 294.863156 175.984792 \r\n",
       "L 294.863156 175.984792 \r\n",
       "L 288.6292 175.984792 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_11\">\r\n",
       "    <path clip-path=\"url(#p2151182f41)\" d=\"M 294.863156 175.984792 \r\n",
       "L 301.097112 175.984792 \r\n",
       "L 301.097112 29.635585 \r\n",
       "L 294.863156 29.635585 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_12\">\r\n",
       "    <path clip-path=\"url(#p2151182f41)\" d=\"M 301.097112 175.984792 \r\n",
       "L 307.331069 175.984792 \r\n",
       "L 307.331069 29.635585 \r\n",
       "L 301.097112 29.635585 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_13\">\r\n",
       "    <path clip-path=\"url(#p2151182f41)\" d=\"M 185.956222 175.984792 \r\n",
       "L 201.52521 175.984792 \r\n",
       "L 201.52521 143.429526 \r\n",
       "L 185.956222 143.429526 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_14\">\r\n",
       "    <path clip-path=\"url(#p2151182f41)\" d=\"M 201.52521 175.984792 \r\n",
       "L 217.094198 175.984792 \r\n",
       "L 217.094198 143.429526 \r\n",
       "L 201.52521 143.429526 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_15\">\r\n",
       "    <path clip-path=\"url(#p2151182f41)\" d=\"M 217.094198 175.984792 \r\n",
       "L 232.663186 175.984792 \r\n",
       "L 232.663186 143.429526 \r\n",
       "L 217.094198 143.429526 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_16\">\r\n",
       "    <path clip-path=\"url(#p2151182f41)\" d=\"M 232.663186 175.984792 \r\n",
       "L 248.232173 175.984792 \r\n",
       "L 248.232173 143.429526 \r\n",
       "L 232.663186 143.429526 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_17\">\r\n",
       "    <path clip-path=\"url(#p2151182f41)\" d=\"M 248.232173 175.984792 \r\n",
       "L 263.801161 175.984792 \r\n",
       "L 263.801161 110.874261 \r\n",
       "L 248.232173 110.874261 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_18\">\r\n",
       "    <path clip-path=\"url(#p2151182f41)\" d=\"M 263.801161 175.984792 \r\n",
       "L 279.370149 175.984792 \r\n",
       "L 279.370149 175.984792 \r\n",
       "L 263.801161 175.984792 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_19\">\r\n",
       "    <path clip-path=\"url(#p2151182f41)\" d=\"M 279.370149 175.984792 \r\n",
       "L 294.939137 175.984792 \r\n",
       "L 294.939137 143.429526 \r\n",
       "L 279.370149 143.429526 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_20\">\r\n",
       "    <path clip-path=\"url(#p2151182f41)\" d=\"M 294.939137 175.984792 \r\n",
       "L 310.508124 175.984792 \r\n",
       "L 310.508124 143.429526 \r\n",
       "L 294.939137 143.429526 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_21\">\r\n",
       "    <path clip-path=\"url(#p2151182f41)\" d=\"M 310.508124 175.984792 \r\n",
       "L 326.077112 175.984792 \r\n",
       "L 326.077112 175.984792 \r\n",
       "L 310.508124 175.984792 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_22\">\r\n",
       "    <path clip-path=\"url(#p2151182f41)\" d=\"M 326.077112 175.984792 \r\n",
       "L 341.6461 175.984792 \r\n",
       "L 341.6461 143.429526 \r\n",
       "L 326.077112 143.429526 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"me75085351c\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"88.153082\" xlink:href=\"#me75085351c\" y=\"175.984792\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"176.502802\" xlink:href=\"#me75085351c\" y=\"175.984792\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"264.852523\" xlink:href=\"#me75085351c\" y=\"175.984792\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"353.202243\" xlink:href=\"#me75085351c\" y=\"175.984792\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"441.551964\" xlink:href=\"#me75085351c\" y=\"175.984792\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_6\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"529.901685\" xlink:href=\"#me75085351c\" y=\"175.984792\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_1\">\r\n",
       "     <!-- salary -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 44.28125 53.078125 \r\n",
       "L 44.28125 44.578125 \r\n",
       "Q 40.484375 46.53125 36.375 47.5 \r\n",
       "Q 32.28125 48.484375 27.875 48.484375 \r\n",
       "Q 21.1875 48.484375 17.84375 46.4375 \r\n",
       "Q 14.5 44.390625 14.5 40.28125 \r\n",
       "Q 14.5 37.15625 16.890625 35.375 \r\n",
       "Q 19.28125 33.59375 26.515625 31.984375 \r\n",
       "L 29.59375 31.296875 \r\n",
       "Q 39.15625 29.25 43.1875 25.515625 \r\n",
       "Q 47.21875 21.78125 47.21875 15.09375 \r\n",
       "Q 47.21875 7.46875 41.1875 3.015625 \r\n",
       "Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
       "Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
       "Q 10.6875 0.296875 5.421875 2 \r\n",
       "L 5.421875 11.28125 \r\n",
       "Q 10.40625 8.6875 15.234375 7.390625 \r\n",
       "Q 20.0625 6.109375 24.8125 6.109375 \r\n",
       "Q 31.15625 6.109375 34.5625 8.28125 \r\n",
       "Q 37.984375 10.453125 37.984375 14.40625 \r\n",
       "Q 37.984375 18.0625 35.515625 20.015625 \r\n",
       "Q 33.0625 21.96875 24.703125 23.78125 \r\n",
       "L 21.578125 24.515625 \r\n",
       "Q 13.234375 26.265625 9.515625 29.90625 \r\n",
       "Q 5.8125 33.546875 5.8125 39.890625 \r\n",
       "Q 5.8125 47.609375 11.28125 51.796875 \r\n",
       "Q 16.75 56 26.8125 56 \r\n",
       "Q 31.78125 56 36.171875 55.265625 \r\n",
       "Q 40.578125 54.546875 44.28125 53.078125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-115\"/>\r\n",
       "      <path d=\"M 34.28125 27.484375 \r\n",
       "Q 23.390625 27.484375 19.1875 25 \r\n",
       "Q 14.984375 22.515625 14.984375 16.5 \r\n",
       "Q 14.984375 11.71875 18.140625 8.90625 \r\n",
       "Q 21.296875 6.109375 26.703125 6.109375 \r\n",
       "Q 34.1875 6.109375 38.703125 11.40625 \r\n",
       "Q 43.21875 16.703125 43.21875 25.484375 \r\n",
       "L 43.21875 27.484375 \r\n",
       "z\r\n",
       "M 52.203125 31.203125 \r\n",
       "L 52.203125 0 \r\n",
       "L 43.21875 0 \r\n",
       "L 43.21875 8.296875 \r\n",
       "Q 40.140625 3.328125 35.546875 0.953125 \r\n",
       "Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
       "Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
       "Q 6 8.015625 6 15.921875 \r\n",
       "Q 6 25.140625 12.171875 29.828125 \r\n",
       "Q 18.359375 34.515625 30.609375 34.515625 \r\n",
       "L 43.21875 34.515625 \r\n",
       "L 43.21875 35.40625 \r\n",
       "Q 43.21875 41.609375 39.140625 45 \r\n",
       "Q 35.0625 48.390625 27.6875 48.390625 \r\n",
       "Q 23 48.390625 18.546875 47.265625 \r\n",
       "Q 14.109375 46.140625 10.015625 43.890625 \r\n",
       "L 10.015625 52.203125 \r\n",
       "Q 14.9375 54.109375 19.578125 55.046875 \r\n",
       "Q 24.21875 56 28.609375 56 \r\n",
       "Q 40.484375 56 46.34375 49.84375 \r\n",
       "Q 52.203125 43.703125 52.203125 31.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-97\"/>\r\n",
       "      <path d=\"M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-108\"/>\r\n",
       "      <path d=\"M 41.109375 46.296875 \r\n",
       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
       "Q 36.03125 48 33.890625 48 \r\n",
       "Q 26.265625 48 22.1875 43.046875 \r\n",
       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
       "Q 30.03125 56 36.53125 56 \r\n",
       "Q 37.453125 56 38.578125 55.875 \r\n",
       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-114\"/>\r\n",
       "      <path d=\"M 32.171875 -5.078125 \r\n",
       "Q 28.375 -14.84375 24.75 -17.8125 \r\n",
       "Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
       "L 7.90625 -20.796875 \r\n",
       "L 7.90625 -13.28125 \r\n",
       "L 13.1875 -13.28125 \r\n",
       "Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
       "Q 21 -9.765625 23.484375 -3.21875 \r\n",
       "L 25.09375 0.875 \r\n",
       "L 2.984375 54.6875 \r\n",
       "L 12.5 54.6875 \r\n",
       "L 29.59375 11.921875 \r\n",
       "L 46.6875 54.6875 \r\n",
       "L 56.203125 54.6875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-121\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(323.857031 187.583229)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"52.099609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"113.378906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "      <use x=\"141.162109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"202.441406\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      <use x=\"243.554688\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"m17f6e5374b\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"175.984792\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 0.0000 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 31.78125 66.40625 \r\n",
       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
       "Q 16.5 51.421875 16.5 36.375 \r\n",
       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
       "Q 47.125 21.390625 47.125 36.375 \r\n",
       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
       "z\r\n",
       "M 31.78125 74.21875 \r\n",
       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-48\"/>\r\n",
       "       <path d=\"M 10.6875 12.40625 \r\n",
       "L 21 12.40625 \r\n",
       "L 21 0 \r\n",
       "L 10.6875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-46\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 179.78401)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"150.168792\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 0.0001 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 12.40625 8.296875 \r\n",
       "L 28.515625 8.296875 \r\n",
       "L 28.515625 63.921875 \r\n",
       "L 10.984375 60.40625 \r\n",
       "L 10.984375 69.390625 \r\n",
       "L 28.421875 72.90625 \r\n",
       "L 38.28125 72.90625 \r\n",
       "L 38.28125 8.296875 \r\n",
       "L 54.390625 8.296875 \r\n",
       "L 54.390625 0 \r\n",
       "L 12.40625 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-49\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 153.96801)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"124.352792\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 0.0002 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 19.1875 8.296875 \r\n",
       "L 53.609375 8.296875 \r\n",
       "L 53.609375 0 \r\n",
       "L 7.328125 0 \r\n",
       "L 7.328125 8.296875 \r\n",
       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
       "L 7.8125 69.390625 \r\n",
       "Q 13.765625 71.78125 18.9375 73 \r\n",
       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-50\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 128.15201)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"98.536792\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 0.0003 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 40.578125 39.3125 \r\n",
       "Q 47.65625 37.796875 51.625 33 \r\n",
       "Q 55.609375 28.21875 55.609375 21.1875 \r\n",
       "Q 55.609375 10.40625 48.1875 4.484375 \r\n",
       "Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
       "Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
       "Q 12.796875 0.390625 7.625 2.203125 \r\n",
       "L 7.625 11.71875 \r\n",
       "Q 11.71875 9.328125 16.59375 8.109375 \r\n",
       "Q 21.484375 6.890625 26.8125 6.890625 \r\n",
       "Q 36.078125 6.890625 40.9375 10.546875 \r\n",
       "Q 45.796875 14.203125 45.796875 21.1875 \r\n",
       "Q 45.796875 27.640625 41.28125 31.265625 \r\n",
       "Q 36.765625 34.90625 28.71875 34.90625 \r\n",
       "L 20.21875 34.90625 \r\n",
       "L 20.21875 43.015625 \r\n",
       "L 29.109375 43.015625 \r\n",
       "Q 36.375 43.015625 40.234375 45.921875 \r\n",
       "Q 44.09375 48.828125 44.09375 54.296875 \r\n",
       "Q 44.09375 59.90625 40.109375 62.90625 \r\n",
       "Q 36.140625 65.921875 28.71875 65.921875 \r\n",
       "Q 24.65625 65.921875 20.015625 65.03125 \r\n",
       "Q 15.375 64.15625 9.8125 62.3125 \r\n",
       "L 9.8125 71.09375 \r\n",
       "Q 15.4375 72.65625 20.34375 73.4375 \r\n",
       "Q 25.25 74.21875 29.59375 74.21875 \r\n",
       "Q 40.828125 74.21875 47.359375 69.109375 \r\n",
       "Q 53.90625 64.015625 53.90625 55.328125 \r\n",
       "Q 53.90625 49.265625 50.4375 45.09375 \r\n",
       "Q 46.96875 40.921875 40.578125 39.3125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-51\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 102.33601)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-51\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_11\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"72.720792\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 0.0004 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 37.796875 64.3125 \r\n",
       "L 12.890625 25.390625 \r\n",
       "L 37.796875 25.390625 \r\n",
       "z\r\n",
       "M 35.203125 72.90625 \r\n",
       "L 47.609375 72.90625 \r\n",
       "L 47.609375 25.390625 \r\n",
       "L 58.015625 25.390625 \r\n",
       "L 58.015625 17.1875 \r\n",
       "L 47.609375 17.1875 \r\n",
       "L 47.609375 0 \r\n",
       "L 37.796875 0 \r\n",
       "L 37.796875 17.1875 \r\n",
       "L 4.890625 17.1875 \r\n",
       "L 4.890625 26.703125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-52\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 76.52001)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_12\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"46.904792\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 0.0005 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 10.796875 72.90625 \r\n",
       "L 49.515625 72.90625 \r\n",
       "L 49.515625 64.59375 \r\n",
       "L 19.828125 64.59375 \r\n",
       "L 19.828125 46.734375 \r\n",
       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
       "Q 40.625 48.1875 47.75 41.5 \r\n",
       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
       "L 7.71875 11.625 \r\n",
       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
       "Q 45.015625 31 40.078125 35.4375 \r\n",
       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-53\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 50.70401)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_8\">\r\n",
       "     <!-- Density -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 19.671875 64.796875 \r\n",
       "L 19.671875 8.109375 \r\n",
       "L 31.59375 8.109375 \r\n",
       "Q 46.6875 8.109375 53.6875 14.9375 \r\n",
       "Q 60.6875 21.78125 60.6875 36.53125 \r\n",
       "Q 60.6875 51.171875 53.6875 57.984375 \r\n",
       "Q 46.6875 64.796875 31.59375 64.796875 \r\n",
       "z\r\n",
       "M 9.8125 72.90625 \r\n",
       "L 30.078125 72.90625 \r\n",
       "Q 51.265625 72.90625 61.171875 64.09375 \r\n",
       "Q 71.09375 55.28125 71.09375 36.53125 \r\n",
       "Q 71.09375 17.671875 61.125 8.828125 \r\n",
       "Q 51.171875 0 30.078125 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-68\"/>\r\n",
       "      <path d=\"M 56.203125 29.59375 \r\n",
       "L 56.203125 25.203125 \r\n",
       "L 14.890625 25.203125 \r\n",
       "Q 15.484375 15.921875 20.484375 11.0625 \r\n",
       "Q 25.484375 6.203125 34.421875 6.203125 \r\n",
       "Q 39.59375 6.203125 44.453125 7.46875 \r\n",
       "Q 49.3125 8.734375 54.109375 11.28125 \r\n",
       "L 54.109375 2.78125 \r\n",
       "Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
       "Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
       "Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
       "Q 5.515625 13.8125 5.515625 26.8125 \r\n",
       "Q 5.515625 40.234375 12.765625 48.109375 \r\n",
       "Q 20.015625 56 32.328125 56 \r\n",
       "Q 43.359375 56 49.78125 48.890625 \r\n",
       "Q 56.203125 41.796875 56.203125 29.59375 \r\n",
       "z\r\n",
       "M 47.21875 32.234375 \r\n",
       "Q 47.125 39.59375 43.09375 43.984375 \r\n",
       "Q 39.0625 48.390625 32.421875 48.390625 \r\n",
       "Q 24.90625 48.390625 20.390625 44.140625 \r\n",
       "Q 15.875 39.890625 15.1875 32.171875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-101\"/>\r\n",
       "      <path d=\"M 54.890625 33.015625 \r\n",
       "L 54.890625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 45.90625 32.71875 \r\n",
       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
       "Q 30.078125 56 35.796875 56 \r\n",
       "Q 45.21875 56 50.046875 50.171875 \r\n",
       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-110\"/>\r\n",
       "      <path d=\"M 9.421875 54.6875 \r\n",
       "L 18.40625 54.6875 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 64.59375 \r\n",
       "L 9.421875 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-105\"/>\r\n",
       "      <path d=\"M 18.3125 70.21875 \r\n",
       "L 18.3125 54.6875 \r\n",
       "L 36.8125 54.6875 \r\n",
       "L 36.8125 47.703125 \r\n",
       "L 18.3125 47.703125 \r\n",
       "L 18.3125 18.015625 \r\n",
       "Q 18.3125 11.328125 20.140625 9.421875 \r\n",
       "Q 21.96875 7.515625 27.59375 7.515625 \r\n",
       "L 36.8125 7.515625 \r\n",
       "L 36.8125 0 \r\n",
       "L 27.59375 0 \r\n",
       "Q 17.1875 0 13.234375 3.875 \r\n",
       "Q 9.28125 7.765625 9.28125 18.015625 \r\n",
       "L 9.28125 47.703125 \r\n",
       "L 2.6875 47.703125 \r\n",
       "L 2.6875 54.6875 \r\n",
       "L 9.28125 54.6875 \r\n",
       "L 9.28125 70.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-116\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(14.798438 118.160052)rotate(-90)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-68\"/>\r\n",
       "      <use x=\"77.001953\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"138.525391\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "      <use x=\"201.904297\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"254.003906\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      <use x=\"281.787109\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"320.996094\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_13\">\r\n",
       "    <path clip-path=\"url(#p2151182f41)\" d=\"M 186.162585 175.52744 \r\n",
       "L 190.414492 175.4459 \r\n",
       "L 194.666399 175.172056 \r\n",
       "L 198.918306 174.663513 \r\n",
       "L 201.752911 174.160931 \r\n",
       "L 204.587516 173.498891 \r\n",
       "L 207.422121 172.651038 \r\n",
       "L 210.256726 171.591793 \r\n",
       "L 213.09133 170.298859 \r\n",
       "L 215.925935 168.755861 \r\n",
       "L 218.76054 166.954853 \r\n",
       "L 221.595145 164.898414 \r\n",
       "L 224.42975 162.60101 \r\n",
       "L 228.681657 158.76478 \r\n",
       "L 232.933564 154.586029 \r\n",
       "L 244.271983 143.15091 \r\n",
       "L 248.52389 139.251425 \r\n",
       "L 252.775798 135.748814 \r\n",
       "L 255.610402 133.654709 \r\n",
       "L 258.445007 131.751271 \r\n",
       "L 262.696914 129.226442 \r\n",
       "L 266.948822 127.044868 \r\n",
       "L 271.200729 125.150536 \r\n",
       "L 275.452636 123.518932 \r\n",
       "L 279.704543 122.180947 \r\n",
       "L 282.539148 121.497904 \r\n",
       "L 285.373753 121.033103 \r\n",
       "L 288.208358 120.841738 \r\n",
       "L 291.042962 120.984261 \r\n",
       "L 293.877567 121.520382 \r\n",
       "L 295.29487 121.952819 \r\n",
       "L 296.712172 122.502222 \r\n",
       "L 298.129474 123.172781 \r\n",
       "L 300.964079 124.887449 \r\n",
       "L 303.798684 127.101633 \r\n",
       "L 306.633289 129.793632 \r\n",
       "L 309.467893 132.91447 \r\n",
       "L 312.302498 136.389973 \r\n",
       "L 316.554405 142.057268 \r\n",
       "L 325.05822 153.658243 \r\n",
       "L 327.892825 157.219494 \r\n",
       "L 330.727429 160.490954 \r\n",
       "L 333.562034 163.421682 \r\n",
       "L 336.396639 165.983483 \r\n",
       "L 339.231244 168.169434 \r\n",
       "L 342.065849 169.990803 \r\n",
       "L 344.900453 171.472923 \r\n",
       "L 347.735058 172.650651 \r\n",
       "L 350.569663 173.563916 \r\n",
       "L 353.404268 174.25376 \r\n",
       "L 356.238873 174.759122 \r\n",
       "L 360.49078 175.244942 \r\n",
       "L 364.742687 175.481097 \r\n",
       "L 366.159989 175.514548 \r\n",
       "L 366.159989 175.514548 \r\n",
       "\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_14\">\r\n",
       "    <path clip-path=\"url(#p2151182f41)\" d=\"M 87.971023 175.834267 \r\n",
       "L 101.815916 175.659829 \r\n",
       "L 110.122851 175.383988 \r\n",
       "L 118.429787 174.906419 \r\n",
       "L 126.736723 174.145696 \r\n",
       "L 132.27468 173.438386 \r\n",
       "L 137.812637 172.544042 \r\n",
       "L 143.350594 171.446202 \r\n",
       "L 148.888551 170.137779 \r\n",
       "L 154.426508 168.623721 \r\n",
       "L 159.964465 166.922593 \r\n",
       "L 168.271401 164.093969 \r\n",
       "L 193.192208 155.205815 \r\n",
       "L 198.730165 153.476853 \r\n",
       "L 204.268122 151.916646 \r\n",
       "L 209.806079 150.541281 \r\n",
       "L 215.344036 149.357794 \r\n",
       "L 220.881994 148.367622 \r\n",
       "L 226.419951 147.570358 \r\n",
       "L 231.957908 146.966836 \r\n",
       "L 237.495865 146.560782 \r\n",
       "L 243.033822 146.358653 \r\n",
       "L 248.571779 146.367781 \r\n",
       "L 254.109736 146.593368 \r\n",
       "L 259.647693 147.035189 \r\n",
       "L 265.185651 147.684904 \r\n",
       "L 270.723608 148.52472 \r\n",
       "L 279.030543 150.080252 \r\n",
       "L 287.337479 151.885703 \r\n",
       "L 353.792964 167.042024 \r\n",
       "L 364.868879 169.418541 \r\n",
       "L 373.175814 171.028436 \r\n",
       "L 381.48275 172.417178 \r\n",
       "L 389.789686 173.544565 \r\n",
       "L 398.096621 174.402909 \r\n",
       "L 406.403557 175.014186 \r\n",
       "L 414.710493 175.419668 \r\n",
       "L 425.786407 175.721519 \r\n",
       "L 439.6313 175.838434 \r\n",
       "L 439.6313 175.838434 \r\n",
       "\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_23\">\r\n",
       "    <path d=\"M 62.86875 175.984792 \r\n",
       "L 62.86875 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_24\">\r\n",
       "    <path d=\"M 615.11875 175.984792 \r\n",
       "L 615.11875 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_25\">\r\n",
       "    <path d=\"M 62.86875 175.984792 \r\n",
       "L 615.11875 175.984792 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_26\">\r\n",
       "    <path d=\"M 62.86875 22.318125 \r\n",
       "L 615.11875 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"text_9\">\r\n",
       "    <!-- Bachelor -->\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 19.671875 34.8125 \r\n",
       "L 19.671875 8.109375 \r\n",
       "L 35.5 8.109375 \r\n",
       "Q 43.453125 8.109375 47.28125 11.40625 \r\n",
       "Q 51.125 14.703125 51.125 21.484375 \r\n",
       "Q 51.125 28.328125 47.28125 31.5625 \r\n",
       "Q 43.453125 34.8125 35.5 34.8125 \r\n",
       "z\r\n",
       "M 19.671875 64.796875 \r\n",
       "L 19.671875 42.828125 \r\n",
       "L 34.28125 42.828125 \r\n",
       "Q 41.5 42.828125 45.03125 45.53125 \r\n",
       "Q 48.578125 48.25 48.578125 53.8125 \r\n",
       "Q 48.578125 59.328125 45.03125 62.0625 \r\n",
       "Q 41.5 64.796875 34.28125 64.796875 \r\n",
       "z\r\n",
       "M 9.8125 72.90625 \r\n",
       "L 35.015625 72.90625 \r\n",
       "Q 46.296875 72.90625 52.390625 68.21875 \r\n",
       "Q 58.5 63.53125 58.5 54.890625 \r\n",
       "Q 58.5 48.1875 55.375 44.234375 \r\n",
       "Q 52.25 40.28125 46.1875 39.3125 \r\n",
       "Q 53.46875 37.75 57.5 32.78125 \r\n",
       "Q 61.53125 27.828125 61.53125 20.40625 \r\n",
       "Q 61.53125 10.640625 54.890625 5.3125 \r\n",
       "Q 48.25 0 35.984375 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-66\"/>\r\n",
       "     <path d=\"M 48.78125 52.59375 \r\n",
       "L 48.78125 44.1875 \r\n",
       "Q 44.96875 46.296875 41.140625 47.34375 \r\n",
       "Q 37.3125 48.390625 33.40625 48.390625 \r\n",
       "Q 24.65625 48.390625 19.8125 42.84375 \r\n",
       "Q 14.984375 37.3125 14.984375 27.296875 \r\n",
       "Q 14.984375 17.28125 19.8125 11.734375 \r\n",
       "Q 24.65625 6.203125 33.40625 6.203125 \r\n",
       "Q 37.3125 6.203125 41.140625 7.25 \r\n",
       "Q 44.96875 8.296875 48.78125 10.40625 \r\n",
       "L 48.78125 2.09375 \r\n",
       "Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
       "Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
       "Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
       "Q 5.515625 14.109375 5.515625 27.296875 \r\n",
       "Q 5.515625 40.671875 12.859375 48.328125 \r\n",
       "Q 20.21875 56 33.015625 56 \r\n",
       "Q 37.15625 56 41.109375 55.140625 \r\n",
       "Q 45.0625 54.296875 48.78125 52.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-99\"/>\r\n",
       "     <path d=\"M 54.890625 33.015625 \r\n",
       "L 54.890625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 45.90625 32.71875 \r\n",
       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 75.984375 \r\n",
       "L 18.109375 75.984375 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
       "Q 30.078125 56 35.796875 56 \r\n",
       "Q 45.21875 56 50.046875 50.171875 \r\n",
       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-104\"/>\r\n",
       "     <path d=\"M 30.609375 48.390625 \r\n",
       "Q 23.390625 48.390625 19.1875 42.75 \r\n",
       "Q 14.984375 37.109375 14.984375 27.296875 \r\n",
       "Q 14.984375 17.484375 19.15625 11.84375 \r\n",
       "Q 23.34375 6.203125 30.609375 6.203125 \r\n",
       "Q 37.796875 6.203125 41.984375 11.859375 \r\n",
       "Q 46.1875 17.53125 46.1875 27.296875 \r\n",
       "Q 46.1875 37.015625 41.984375 42.703125 \r\n",
       "Q 37.796875 48.390625 30.609375 48.390625 \r\n",
       "z\r\n",
       "M 30.609375 56 \r\n",
       "Q 42.328125 56 49.015625 48.375 \r\n",
       "Q 55.71875 40.765625 55.71875 27.296875 \r\n",
       "Q 55.71875 13.875 49.015625 6.21875 \r\n",
       "Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
       "Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
       "Q 5.515625 13.875 5.515625 27.296875 \r\n",
       "Q 5.515625 40.765625 12.171875 48.375 \r\n",
       "Q 18.84375 56 30.609375 56 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-111\"/>\r\n",
       "    </defs>\r\n",
       "    <g transform=\"translate(312.602187 16.318125)scale(0.12 -0.12)\">\r\n",
       "     <use xlink:href=\"#DejaVuSans-66\"/>\r\n",
       "     <use x=\"68.603516\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "     <use x=\"129.882812\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
       "     <use x=\"184.863281\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
       "     <use x=\"248.242188\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "     <use x=\"309.765625\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "     <use x=\"337.548828\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "     <use x=\"398.730469\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_2\">\r\n",
       "   <g id=\"patch_27\">\r\n",
       "    <path d=\"M 62.86875 379.651458 \r\n",
       "L 615.11875 379.651458 \r\n",
       "L 615.11875 225.984792 \r\n",
       "L 62.86875 225.984792 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_28\">\r\n",
       "    <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 368.610435 379.651458 \r\n",
       "L 380.917551 379.651458 \r\n",
       "L 380.917551 233.302252 \r\n",
       "L 368.610435 233.302252 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_29\">\r\n",
       "    <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 380.917551 379.651458 \r\n",
       "L 393.224667 379.651458 \r\n",
       "L 393.224667 379.651458 \r\n",
       "L 380.917551 379.651458 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_30\">\r\n",
       "    <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 393.224667 379.651458 \r\n",
       "L 405.531783 379.651458 \r\n",
       "L 405.531783 306.476855 \r\n",
       "L 393.224667 306.476855 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_31\">\r\n",
       "    <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 405.531783 379.651458 \r\n",
       "L 417.838899 379.651458 \r\n",
       "L 417.838899 379.651458 \r\n",
       "L 405.531783 379.651458 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_32\">\r\n",
       "    <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 417.838899 379.651458 \r\n",
       "L 430.146015 379.651458 \r\n",
       "L 430.146015 306.476855 \r\n",
       "L 417.838899 306.476855 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_33\">\r\n",
       "    <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 430.146015 379.651458 \r\n",
       "L 442.453131 379.651458 \r\n",
       "L 442.453131 379.651458 \r\n",
       "L 430.146015 379.651458 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_34\">\r\n",
       "    <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 442.453131 379.651458 \r\n",
       "L 454.760247 379.651458 \r\n",
       "L 454.760247 306.476855 \r\n",
       "L 442.453131 306.476855 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_35\">\r\n",
       "    <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 454.760247 379.651458 \r\n",
       "L 467.067363 379.651458 \r\n",
       "L 467.067363 306.476855 \r\n",
       "L 454.760247 306.476855 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_36\">\r\n",
       "    <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 467.067363 379.651458 \r\n",
       "L 479.374479 379.651458 \r\n",
       "L 479.374479 379.651458 \r\n",
       "L 467.067363 379.651458 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_37\">\r\n",
       "    <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 479.374479 379.651458 \r\n",
       "L 491.681595 379.651458 \r\n",
       "L 491.681595 306.476855 \r\n",
       "L 479.374479 306.476855 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_38\">\r\n",
       "    <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 199.173341 379.651458 \r\n",
       "L 213.175004 379.651458 \r\n",
       "L 213.175004 304.613014 \r\n",
       "L 199.173341 304.613014 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_39\">\r\n",
       "    <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 213.175004 379.651458 \r\n",
       "L 227.176668 379.651458 \r\n",
       "L 227.176668 342.132236 \r\n",
       "L 213.175004 342.132236 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_40\">\r\n",
       "    <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 227.176668 379.651458 \r\n",
       "L 241.178332 379.651458 \r\n",
       "L 241.178332 304.613014 \r\n",
       "L 227.176668 304.613014 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_41\">\r\n",
       "    <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 241.178332 379.651458 \r\n",
       "L 255.179995 379.651458 \r\n",
       "L 255.179995 342.132236 \r\n",
       "L 241.178332 342.132236 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_42\">\r\n",
       "    <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 255.179995 379.651458 \r\n",
       "L 269.181659 379.651458 \r\n",
       "L 269.181659 342.132236 \r\n",
       "L 255.179995 342.132236 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_43\">\r\n",
       "    <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 269.181659 379.651458 \r\n",
       "L 283.183323 379.651458 \r\n",
       "L 283.183323 342.132236 \r\n",
       "L 269.181659 342.132236 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_44\">\r\n",
       "    <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 283.183323 379.651458 \r\n",
       "L 297.184987 379.651458 \r\n",
       "L 297.184987 379.651458 \r\n",
       "L 283.183323 379.651458 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_45\">\r\n",
       "    <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 297.184987 379.651458 \r\n",
       "L 311.18665 379.651458 \r\n",
       "L 311.18665 342.132236 \r\n",
       "L 297.184987 342.132236 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_46\">\r\n",
       "    <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 311.18665 379.651458 \r\n",
       "L 325.188314 379.651458 \r\n",
       "L 325.188314 342.132236 \r\n",
       "L 311.18665 342.132236 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_47\">\r\n",
       "    <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 325.188314 379.651458 \r\n",
       "L 339.189978 379.651458 \r\n",
       "L 339.189978 304.613014 \r\n",
       "L 325.188314 304.613014 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_3\">\r\n",
       "    <g id=\"xtick_7\">\r\n",
       "     <g id=\"line2d_15\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"88.153082\" xlink:href=\"#me75085351c\" y=\"379.651458\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_8\">\r\n",
       "     <g id=\"line2d_16\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"176.502802\" xlink:href=\"#me75085351c\" y=\"379.651458\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_9\">\r\n",
       "     <g id=\"line2d_17\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"264.852523\" xlink:href=\"#me75085351c\" y=\"379.651458\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_10\">\r\n",
       "     <g id=\"line2d_18\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"353.202243\" xlink:href=\"#me75085351c\" y=\"379.651458\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_11\">\r\n",
       "     <g id=\"line2d_19\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"441.551964\" xlink:href=\"#me75085351c\" y=\"379.651458\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_12\">\r\n",
       "     <g id=\"line2d_20\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"529.901685\" xlink:href=\"#me75085351c\" y=\"379.651458\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_10\">\r\n",
       "     <!-- salary -->\r\n",
       "     <g transform=\"translate(323.857031 391.249896)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"52.099609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"113.378906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "      <use x=\"141.162109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"202.441406\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      <use x=\"243.554688\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_4\">\r\n",
       "    <g id=\"ytick_7\">\r\n",
       "     <g id=\"line2d_21\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"379.651458\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- 0.0000 -->\r\n",
       "      <g transform=\"translate(20.878125 383.450677)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_8\">\r\n",
       "     <g id=\"line2d_22\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"343.975181\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_12\">\r\n",
       "      <!-- 0.0001 -->\r\n",
       "      <g transform=\"translate(20.878125 347.774399)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_9\">\r\n",
       "     <g id=\"line2d_23\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"308.298903\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_13\">\r\n",
       "      <!-- 0.0002 -->\r\n",
       "      <g transform=\"translate(20.878125 312.098122)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_10\">\r\n",
       "     <g id=\"line2d_24\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"272.622625\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_14\">\r\n",
       "      <!-- 0.0003 -->\r\n",
       "      <g transform=\"translate(20.878125 276.421844)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-51\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_11\">\r\n",
       "     <g id=\"line2d_25\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"236.946347\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_15\">\r\n",
       "      <!-- 0.0004 -->\r\n",
       "      <g transform=\"translate(20.878125 240.745566)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_16\">\r\n",
       "     <!-- Density -->\r\n",
       "     <g transform=\"translate(14.798438 321.826719)rotate(-90)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-68\"/>\r\n",
       "      <use x=\"77.001953\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"138.525391\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "      <use x=\"201.904297\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"254.003906\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      <use x=\"281.787109\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"320.996094\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_26\">\r\n",
       "    <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 270.275553 379.352343 \r\n",
       "L 280.346133 379.148507 \r\n",
       "L 287.899068 378.781274 \r\n",
       "L 295.452004 378.149582 \r\n",
       "L 300.487294 377.533008 \r\n",
       "L 305.522584 376.7218 \r\n",
       "L 310.557874 375.683128 \r\n",
       "L 315.593164 374.387732 \r\n",
       "L 320.628454 372.813692 \r\n",
       "L 325.663745 370.950286 \r\n",
       "L 330.699035 368.80144 \r\n",
       "L 335.734325 366.388204 \r\n",
       "L 340.769615 363.749746 \r\n",
       "L 348.32255 359.497257 \r\n",
       "L 360.910776 352.259185 \r\n",
       "L 365.946066 349.55224 \r\n",
       "L 370.981356 347.066217 \r\n",
       "L 376.016646 344.858849 \r\n",
       "L 381.051936 342.969554 \r\n",
       "L 386.087226 341.417786 \r\n",
       "L 391.122516 340.203502 \r\n",
       "L 396.157807 339.309558 \r\n",
       "L 401.193097 338.70558 \r\n",
       "L 406.228387 338.352759 \r\n",
       "L 411.263677 338.208968 \r\n",
       "L 418.816612 338.298034 \r\n",
       "L 426.369547 338.658744 \r\n",
       "L 433.922483 339.232563 \r\n",
       "L 441.475418 340.018749 \r\n",
       "L 449.028353 341.066946 \r\n",
       "L 454.063643 341.950395 \r\n",
       "L 459.098933 343.011432 \r\n",
       "L 464.134224 344.272285 \r\n",
       "L 469.169514 345.748163 \r\n",
       "L 474.204804 347.444295 \r\n",
       "L 479.240094 349.353969 \r\n",
       "L 484.275384 351.457742 \r\n",
       "L 491.828319 354.904951 \r\n",
       "L 504.416545 361.035896 \r\n",
       "L 511.96948 364.646494 \r\n",
       "L 519.522415 367.990885 \r\n",
       "L 524.557705 370.00367 \r\n",
       "L 529.592996 371.809693 \r\n",
       "L 534.628286 373.393301 \r\n",
       "L 539.663576 374.750095 \r\n",
       "L 544.698866 375.88575 \r\n",
       "L 549.734156 376.814141 \r\n",
       "L 554.769446 377.555049 \r\n",
       "L 562.322381 378.366123 \r\n",
       "L 569.875317 378.889115 \r\n",
       "L 577.428252 379.196549 \r\n",
       "L 587.498832 379.359739 \r\n",
       "L 590.016477 379.363283 \r\n",
       "L 590.016477 379.363283 \r\n",
       "\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_27\">\r\n",
       "    <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 103.756106 379.422159 \r\n",
       "L 114.176613 379.27397 \r\n",
       "L 121.991994 378.968286 \r\n",
       "L 129.807374 378.412112 \r\n",
       "L 135.017628 377.847695 \r\n",
       "L 140.227881 377.082613 \r\n",
       "L 145.438135 376.074953 \r\n",
       "L 150.648389 374.78434 \r\n",
       "L 155.858642 373.176539 \r\n",
       "L 161.068896 371.22866 \r\n",
       "L 166.27915 368.934435 \r\n",
       "L 171.489403 366.308829 \r\n",
       "L 176.699657 363.391207 \r\n",
       "L 184.515037 358.615503 \r\n",
       "L 197.540672 350.421389 \r\n",
       "L 202.750925 347.405633 \r\n",
       "L 207.961179 344.71549 \r\n",
       "L 213.171433 342.448532 \r\n",
       "L 215.776559 341.497351 \r\n",
       "L 218.381686 340.676469 \r\n",
       "L 220.986813 339.989821 \r\n",
       "L 223.59194 339.439149 \r\n",
       "L 226.197067 339.023996 \r\n",
       "L 228.802193 338.741757 \r\n",
       "L 231.40732 338.587784 \r\n",
       "L 234.012447 338.555536 \r\n",
       "L 239.222701 338.82183 \r\n",
       "L 244.432954 339.458865 \r\n",
       "L 249.643208 340.370371 \r\n",
       "L 257.458589 342.031391 \r\n",
       "L 270.484223 344.840498 \r\n",
       "L 278.299603 346.21709 \r\n",
       "L 286.114984 347.277263 \r\n",
       "L 293.930364 348.087306 \r\n",
       "L 306.955998 349.334949 \r\n",
       "L 312.166252 349.982953 \r\n",
       "L 317.376505 350.808744 \r\n",
       "L 322.586759 351.859992 \r\n",
       "L 327.797013 353.166662 \r\n",
       "L 333.007266 354.737158 \r\n",
       "L 338.21752 356.55668 \r\n",
       "L 343.427774 358.588132 \r\n",
       "L 351.243154 361.906515 \r\n",
       "L 364.268788 367.558163 \r\n",
       "L 369.479042 369.651475 \r\n",
       "L 374.689296 371.562194 \r\n",
       "L 379.899549 373.253543 \r\n",
       "L 385.109803 374.706198 \r\n",
       "L 390.320057 375.917233 \r\n",
       "L 395.53031 376.897465 \r\n",
       "L 400.740564 377.667829 \r\n",
       "L 405.950817 378.255417 \r\n",
       "L 413.766198 378.858456 \r\n",
       "L 421.581578 379.210042 \r\n",
       "L 432.002086 379.410175 \r\n",
       "L 434.607213 379.422956 \r\n",
       "L 434.607213 379.422956 \r\n",
       "\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_48\">\r\n",
       "    <path d=\"M 62.86875 379.651458 \r\n",
       "L 62.86875 225.984792 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_49\">\r\n",
       "    <path d=\"M 615.11875 379.651458 \r\n",
       "L 615.11875 225.984792 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_50\">\r\n",
       "    <path d=\"M 62.86875 379.651458 \r\n",
       "L 615.11875 379.651458 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_51\">\r\n",
       "    <path d=\"M 62.86875 225.984792 \r\n",
       "L 615.11875 225.984792 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"text_17\">\r\n",
       "    <!-- Master -->\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 9.8125 72.90625 \r\n",
       "L 24.515625 72.90625 \r\n",
       "L 43.109375 23.296875 \r\n",
       "L 61.8125 72.90625 \r\n",
       "L 76.515625 72.90625 \r\n",
       "L 76.515625 0 \r\n",
       "L 66.890625 0 \r\n",
       "L 66.890625 64.015625 \r\n",
       "L 48.09375 14.015625 \r\n",
       "L 38.1875 14.015625 \r\n",
       "L 19.390625 64.015625 \r\n",
       "L 19.390625 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-77\"/>\r\n",
       "    </defs>\r\n",
       "    <g transform=\"translate(318.50375 219.984792)scale(0.12 -0.12)\">\r\n",
       "     <use xlink:href=\"#DejaVuSans-77\"/>\r\n",
       "     <use x=\"86.279297\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "     <use x=\"147.558594\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "     <use x=\"199.658203\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "     <use x=\"238.867188\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "     <use x=\"300.390625\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_3\">\r\n",
       "   <g id=\"patch_52\">\r\n",
       "    <path d=\"M 62.86875 583.318125 \r\n",
       "L 615.11875 583.318125 \r\n",
       "L 615.11875 429.651458 \r\n",
       "L 62.86875 429.651458 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_53\">\r\n",
       "    <path clip-path=\"url(#p2a77c3de04)\" d=\"M 330.248986 583.318125 \r\n",
       "L 342.589675 583.318125 \r\n",
       "L 342.589675 569.769455 \r\n",
       "L 330.248986 569.769455 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_54\">\r\n",
       "    <path clip-path=\"url(#p2a77c3de04)\" d=\"M 342.589675 583.318125 \r\n",
       "L 354.930364 583.318125 \r\n",
       "L 354.930364 569.769455 \r\n",
       "L 342.589675 569.769455 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_55\">\r\n",
       "    <path clip-path=\"url(#p2a77c3de04)\" d=\"M 354.930364 583.318125 \r\n",
       "L 367.271053 583.318125 \r\n",
       "L 367.271053 569.769455 \r\n",
       "L 354.930364 569.769455 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_56\">\r\n",
       "    <path clip-path=\"url(#p2a77c3de04)\" d=\"M 367.271053 583.318125 \r\n",
       "L 379.611742 583.318125 \r\n",
       "L 379.611742 569.769455 \r\n",
       "L 367.271053 569.769455 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_57\">\r\n",
       "    <path clip-path=\"url(#p2a77c3de04)\" d=\"M 379.611742 583.318125 \r\n",
       "L 391.952431 583.318125 \r\n",
       "L 391.952431 569.769455 \r\n",
       "L 379.611742 569.769455 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_58\">\r\n",
       "    <path clip-path=\"url(#p2a77c3de04)\" d=\"M 391.952431 583.318125 \r\n",
       "L 404.29312 583.318125 \r\n",
       "L 404.29312 583.318125 \r\n",
       "L 391.952431 583.318125 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_59\">\r\n",
       "    <path clip-path=\"url(#p2a77c3de04)\" d=\"M 404.29312 583.318125 \r\n",
       "L 416.633809 583.318125 \r\n",
       "L 416.633809 569.769455 \r\n",
       "L 404.29312 569.769455 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_60\">\r\n",
       "    <path clip-path=\"url(#p2a77c3de04)\" d=\"M 416.633809 583.318125 \r\n",
       "L 428.974498 583.318125 \r\n",
       "L 428.974498 569.769455 \r\n",
       "L 416.633809 569.769455 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_61\">\r\n",
       "    <path clip-path=\"url(#p2a77c3de04)\" d=\"M 428.974498 583.318125 \r\n",
       "L 441.315187 583.318125 \r\n",
       "L 441.315187 583.318125 \r\n",
       "L 428.974498 583.318125 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_62\">\r\n",
       "    <path clip-path=\"url(#p2a77c3de04)\" d=\"M 441.315187 583.318125 \r\n",
       "L 453.655876 583.318125 \r\n",
       "L 453.655876 569.769455 \r\n",
       "L 441.315187 569.769455 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_63\">\r\n",
       "    <path clip-path=\"url(#p2a77c3de04)\" d=\"M 204.916072 583.318125 \r\n",
       "L 208.571984 583.318125 \r\n",
       "L 208.571984 436.968919 \r\n",
       "L 204.916072 436.968919 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_64\">\r\n",
       "    <path clip-path=\"url(#p2a77c3de04)\" d=\"M 208.571984 583.318125 \r\n",
       "L 212.227895 583.318125 \r\n",
       "L 212.227895 583.318125 \r\n",
       "L 208.571984 583.318125 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_65\">\r\n",
       "    <path clip-path=\"url(#p2a77c3de04)\" d=\"M 212.227895 583.318125 \r\n",
       "L 215.883807 583.318125 \r\n",
       "L 215.883807 510.143522 \r\n",
       "L 212.227895 510.143522 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_66\">\r\n",
       "    <path clip-path=\"url(#p2a77c3de04)\" d=\"M 215.883807 583.318125 \r\n",
       "L 219.539718 583.318125 \r\n",
       "L 219.539718 583.318125 \r\n",
       "L 215.883807 583.318125 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_67\">\r\n",
       "    <path clip-path=\"url(#p2a77c3de04)\" d=\"M 219.539718 583.318125 \r\n",
       "L 223.19563 583.318125 \r\n",
       "L 223.19563 583.318125 \r\n",
       "L 219.539718 583.318125 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_68\">\r\n",
       "    <path clip-path=\"url(#p2a77c3de04)\" d=\"M 223.19563 583.318125 \r\n",
       "L 226.851541 583.318125 \r\n",
       "L 226.851541 583.318125 \r\n",
       "L 223.19563 583.318125 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_69\">\r\n",
       "    <path clip-path=\"url(#p2a77c3de04)\" d=\"M 226.851541 583.318125 \r\n",
       "L 230.507453 583.318125 \r\n",
       "L 230.507453 583.318125 \r\n",
       "L 226.851541 583.318125 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_70\">\r\n",
       "    <path clip-path=\"url(#p2a77c3de04)\" d=\"M 230.507453 583.318125 \r\n",
       "L 234.163364 583.318125 \r\n",
       "L 234.163364 510.143522 \r\n",
       "L 230.507453 510.143522 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_71\">\r\n",
       "    <path clip-path=\"url(#p2a77c3de04)\" d=\"M 234.163364 583.318125 \r\n",
       "L 237.819275 583.318125 \r\n",
       "L 237.819275 583.318125 \r\n",
       "L 234.163364 583.318125 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_72\">\r\n",
       "    <path clip-path=\"url(#p2a77c3de04)\" d=\"M 237.819275 583.318125 \r\n",
       "L 241.475187 583.318125 \r\n",
       "L 241.475187 510.143522 \r\n",
       "L 237.819275 510.143522 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_5\">\r\n",
       "    <g id=\"xtick_13\">\r\n",
       "     <g id=\"line2d_28\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"88.153082\" xlink:href=\"#me75085351c\" y=\"583.318125\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_18\">\r\n",
       "      <!-- 5000 -->\r\n",
       "      <g transform=\"translate(75.428082 597.916562)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_14\">\r\n",
       "     <g id=\"line2d_29\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"176.502802\" xlink:href=\"#me75085351c\" y=\"583.318125\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_19\">\r\n",
       "      <!-- 10000 -->\r\n",
       "      <g transform=\"translate(160.596552 597.916562)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_15\">\r\n",
       "     <g id=\"line2d_30\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"264.852523\" xlink:href=\"#me75085351c\" y=\"583.318125\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_20\">\r\n",
       "      <!-- 15000 -->\r\n",
       "      <g transform=\"translate(248.946273 597.916562)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_16\">\r\n",
       "     <g id=\"line2d_31\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"353.202243\" xlink:href=\"#me75085351c\" y=\"583.318125\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_21\">\r\n",
       "      <!-- 20000 -->\r\n",
       "      <g transform=\"translate(337.295993 597.916562)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_17\">\r\n",
       "     <g id=\"line2d_32\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"441.551964\" xlink:href=\"#me75085351c\" y=\"583.318125\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_22\">\r\n",
       "      <!-- 25000 -->\r\n",
       "      <g transform=\"translate(425.645714 597.916562)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_18\">\r\n",
       "     <g id=\"line2d_33\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"529.901685\" xlink:href=\"#me75085351c\" y=\"583.318125\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_23\">\r\n",
       "      <!-- 30000 -->\r\n",
       "      <g transform=\"translate(513.995435 597.916562)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-51\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_24\">\r\n",
       "     <!-- salary -->\r\n",
       "     <g transform=\"translate(323.857031 611.594687)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"52.099609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"113.378906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "      <use x=\"141.162109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"202.441406\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      <use x=\"243.554688\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_6\">\r\n",
       "    <g id=\"ytick_12\">\r\n",
       "     <g id=\"line2d_34\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"583.318125\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_25\">\r\n",
       "      <!-- 0.0000 -->\r\n",
       "      <g transform=\"translate(20.878125 587.117344)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_13\">\r\n",
       "     <g id=\"line2d_35\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"545.468562\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_26\">\r\n",
       "      <!-- 0.0005 -->\r\n",
       "      <g transform=\"translate(20.878125 549.26778)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_14\">\r\n",
       "     <g id=\"line2d_36\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"507.618998\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_27\">\r\n",
       "      <!-- 0.0010 -->\r\n",
       "      <g transform=\"translate(20.878125 511.418217)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_15\">\r\n",
       "     <g id=\"line2d_37\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"469.769435\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_28\">\r\n",
       "      <!-- 0.0015 -->\r\n",
       "      <g transform=\"translate(20.878125 473.568653)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_16\">\r\n",
       "     <g id=\"line2d_38\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"431.919871\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_29\">\r\n",
       "      <!-- 0.0020 -->\r\n",
       "      <g transform=\"translate(20.878125 435.71909)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"286.279297\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_30\">\r\n",
       "     <!-- Density -->\r\n",
       "     <g transform=\"translate(14.798438 525.493385)rotate(-90)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-68\"/>\r\n",
       "      <use x=\"77.001953\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"138.525391\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "      <use x=\"201.904297\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"254.003906\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      <use x=\"281.787109\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"320.996094\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_39\">\r\n",
       "    <path clip-path=\"url(#p2a77c3de04)\" d=\"M 243.047047 583.264624 \r\n",
       "L 261.80678 583.129956 \r\n",
       "L 273.531613 582.849085 \r\n",
       "L 282.91148 582.429268 \r\n",
       "L 292.291347 581.771432 \r\n",
       "L 301.671214 580.840517 \r\n",
       "L 311.05108 579.651011 \r\n",
       "L 325.12088 577.568052 \r\n",
       "L 336.845714 575.86203 \r\n",
       "L 346.225581 574.724995 \r\n",
       "L 353.260481 574.073206 \r\n",
       "L 360.295381 573.613414 \r\n",
       "L 367.330281 573.34136 \r\n",
       "L 376.710147 573.237197 \r\n",
       "L 386.090014 573.372836 \r\n",
       "L 397.814848 573.798357 \r\n",
       "L 409.539681 574.449427 \r\n",
       "L 421.264514 575.2981 \r\n",
       "L 435.334315 576.554076 \r\n",
       "L 451.749081 578.273357 \r\n",
       "L 475.198748 580.76585 \r\n",
       "L 486.923582 581.762387 \r\n",
       "L 496.303448 582.359188 \r\n",
       "L 508.028282 582.853041 \r\n",
       "L 519.753115 583.120508 \r\n",
       "L 536.167882 583.258092 \r\n",
       "L 540.857815 583.265356 \r\n",
       "L 540.857815 583.265356 \r\n",
       "\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_40\">\r\n",
       "    <path clip-path=\"url(#p2a77c3de04)\" d=\"M 167.705742 583.066837 \r\n",
       "L 171.201168 582.919049 \r\n",
       "L 174.696594 582.539761 \r\n",
       "L 177.318163 582.036369 \r\n",
       "L 179.939733 581.274684 \r\n",
       "L 181.687446 580.588861 \r\n",
       "L 183.435159 579.73782 \r\n",
       "L 185.182872 578.705908 \r\n",
       "L 186.930585 577.483551 \r\n",
       "L 189.552154 575.293394 \r\n",
       "L 192.173724 572.717495 \r\n",
       "L 195.66915 568.874079 \r\n",
       "L 200.038432 564.016076 \r\n",
       "L 202.660002 561.461555 \r\n",
       "L 204.407715 560.037363 \r\n",
       "L 206.155428 558.890901 \r\n",
       "L 207.903141 558.050853 \r\n",
       "L 209.650854 557.52673 \r\n",
       "L 211.398567 557.308106 \r\n",
       "L 213.14628 557.365874 \r\n",
       "L 214.893993 557.655438 \r\n",
       "L 217.515562 558.401978 \r\n",
       "L 227.127984 561.658358 \r\n",
       "L 236.740406 564.232195 \r\n",
       "L 239.361975 565.352705 \r\n",
       "L 241.983545 566.795292 \r\n",
       "L 244.605114 568.541898 \r\n",
       "L 248.10054 571.204761 \r\n",
       "L 254.217536 575.970612 \r\n",
       "L 256.839105 577.750329 \r\n",
       "L 259.460675 579.261074 \r\n",
       "L 262.082244 580.476977 \r\n",
       "L 264.703814 581.406089 \r\n",
       "L 267.325383 582.080174 \r\n",
       "L 269.946953 582.542987 \r\n",
       "L 273.442379 582.908459 \r\n",
       "L 276.937805 583.062676 \r\n",
       "L 278.685518 583.075683 \r\n",
       "L 278.685518 583.075683 \r\n",
       "\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_73\">\r\n",
       "    <path d=\"M 62.86875 583.318125 \r\n",
       "L 62.86875 429.651458 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_74\">\r\n",
       "    <path d=\"M 615.11875 583.318125 \r\n",
       "L 615.11875 429.651458 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_75\">\r\n",
       "    <path d=\"M 62.86875 583.318125 \r\n",
       "L 615.11875 583.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_76\">\r\n",
       "    <path d=\"M 62.86875 429.651458 \r\n",
       "L 615.11875 429.651458 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"text_31\">\r\n",
       "    <!-- Ph.D -->\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 19.671875 64.796875 \r\n",
       "L 19.671875 37.40625 \r\n",
       "L 32.078125 37.40625 \r\n",
       "Q 38.96875 37.40625 42.71875 40.96875 \r\n",
       "Q 46.484375 44.53125 46.484375 51.125 \r\n",
       "Q 46.484375 57.671875 42.71875 61.234375 \r\n",
       "Q 38.96875 64.796875 32.078125 64.796875 \r\n",
       "z\r\n",
       "M 9.8125 72.90625 \r\n",
       "L 32.078125 72.90625 \r\n",
       "Q 44.34375 72.90625 50.609375 67.359375 \r\n",
       "Q 56.890625 61.8125 56.890625 51.125 \r\n",
       "Q 56.890625 40.328125 50.609375 34.8125 \r\n",
       "Q 44.34375 29.296875 32.078125 29.296875 \r\n",
       "L 19.671875 29.296875 \r\n",
       "L 19.671875 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-80\"/>\r\n",
       "    </defs>\r\n",
       "    <g transform=\"translate(325.046562 423.651458)scale(0.12 -0.12)\">\r\n",
       "     <use xlink:href=\"#DejaVuSans-80\"/>\r\n",
       "     <use x=\"60.302734\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
       "     <use x=\"123.681641\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "     <use x=\"155.46875\" xlink:href=\"#DejaVuSans-68\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"legend_1\">\r\n",
       "    <g id=\"patch_77\">\r\n",
       "     <path d=\"M 526.589062 467.007708 \r\n",
       "L 608.11875 467.007708 \r\n",
       "Q 610.11875 467.007708 610.11875 465.007708 \r\n",
       "L 610.11875 436.651458 \r\n",
       "Q 610.11875 434.651458 608.11875 434.651458 \r\n",
       "L 526.589062 434.651458 \r\n",
       "Q 524.589062 434.651458 524.589062 436.651458 \r\n",
       "L 524.589062 465.007708 \r\n",
       "Q 524.589062 467.007708 526.589062 467.007708 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"patch_78\">\r\n",
       "     <path d=\"M 528.589062 446.249896 \r\n",
       "L 548.589062 446.249896 \r\n",
       "L 548.589062 439.249896 \r\n",
       "L 528.589062 439.249896 \r\n",
       "z\r\n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_32\">\r\n",
       "     <!-- Manager -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 45.40625 27.984375 \r\n",
       "Q 45.40625 37.75 41.375 43.109375 \r\n",
       "Q 37.359375 48.484375 30.078125 48.484375 \r\n",
       "Q 22.859375 48.484375 18.828125 43.109375 \r\n",
       "Q 14.796875 37.75 14.796875 27.984375 \r\n",
       "Q 14.796875 18.265625 18.828125 12.890625 \r\n",
       "Q 22.859375 7.515625 30.078125 7.515625 \r\n",
       "Q 37.359375 7.515625 41.375 12.890625 \r\n",
       "Q 45.40625 18.265625 45.40625 27.984375 \r\n",
       "z\r\n",
       "M 54.390625 6.78125 \r\n",
       "Q 54.390625 -7.171875 48.1875 -13.984375 \r\n",
       "Q 42 -20.796875 29.203125 -20.796875 \r\n",
       "Q 24.46875 -20.796875 20.265625 -20.09375 \r\n",
       "Q 16.0625 -19.390625 12.109375 -17.921875 \r\n",
       "L 12.109375 -9.1875 \r\n",
       "Q 16.0625 -11.328125 19.921875 -12.34375 \r\n",
       "Q 23.78125 -13.375 27.78125 -13.375 \r\n",
       "Q 36.625 -13.375 41.015625 -8.765625 \r\n",
       "Q 45.40625 -4.15625 45.40625 5.171875 \r\n",
       "L 45.40625 9.625 \r\n",
       "Q 42.625 4.78125 38.28125 2.390625 \r\n",
       "Q 33.9375 0 27.875 0 \r\n",
       "Q 17.828125 0 11.671875 7.65625 \r\n",
       "Q 5.515625 15.328125 5.515625 27.984375 \r\n",
       "Q 5.515625 40.671875 11.671875 48.328125 \r\n",
       "Q 17.828125 56 27.875 56 \r\n",
       "Q 33.9375 56 38.28125 53.609375 \r\n",
       "Q 42.625 51.21875 45.40625 46.390625 \r\n",
       "L 45.40625 54.6875 \r\n",
       "L 54.390625 54.6875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-103\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(556.589062 446.249896)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-77\"/>\r\n",
       "      <use x=\"86.279297\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"147.558594\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "      <use x=\"210.9375\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"272.216797\" xlink:href=\"#DejaVuSans-103\"/>\r\n",
       "      <use x=\"335.693359\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"397.216797\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"patch_79\">\r\n",
       "     <path d=\"M 528.589062 460.928021 \r\n",
       "L 548.589062 460.928021 \r\n",
       "L 548.589062 453.928021 \r\n",
       "L 528.589062 453.928021 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_33\">\r\n",
       "     <!-- Employee -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 9.8125 72.90625 \r\n",
       "L 55.90625 72.90625 \r\n",
       "L 55.90625 64.59375 \r\n",
       "L 19.671875 64.59375 \r\n",
       "L 19.671875 43.015625 \r\n",
       "L 54.390625 43.015625 \r\n",
       "L 54.390625 34.71875 \r\n",
       "L 19.671875 34.71875 \r\n",
       "L 19.671875 8.296875 \r\n",
       "L 56.78125 8.296875 \r\n",
       "L 56.78125 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-69\"/>\r\n",
       "      <path d=\"M 52 44.1875 \r\n",
       "Q 55.375 50.25 60.0625 53.125 \r\n",
       "Q 64.75 56 71.09375 56 \r\n",
       "Q 79.640625 56 84.28125 50.015625 \r\n",
       "Q 88.921875 44.046875 88.921875 33.015625 \r\n",
       "L 88.921875 0 \r\n",
       "L 79.890625 0 \r\n",
       "L 79.890625 32.71875 \r\n",
       "Q 79.890625 40.578125 77.09375 44.375 \r\n",
       "Q 74.3125 48.1875 68.609375 48.1875 \r\n",
       "Q 61.625 48.1875 57.5625 43.546875 \r\n",
       "Q 53.515625 38.921875 53.515625 30.90625 \r\n",
       "L 53.515625 0 \r\n",
       "L 44.484375 0 \r\n",
       "L 44.484375 32.71875 \r\n",
       "Q 44.484375 40.625 41.703125 44.40625 \r\n",
       "Q 38.921875 48.1875 33.109375 48.1875 \r\n",
       "Q 26.21875 48.1875 22.15625 43.53125 \r\n",
       "Q 18.109375 38.875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.1875 51.21875 25.484375 53.609375 \r\n",
       "Q 29.78125 56 35.6875 56 \r\n",
       "Q 41.65625 56 45.828125 52.96875 \r\n",
       "Q 50 49.953125 52 44.1875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-109\"/>\r\n",
       "      <path d=\"M 18.109375 8.203125 \r\n",
       "L 18.109375 -20.796875 \r\n",
       "L 9.078125 -20.796875 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.390625 \r\n",
       "Q 20.953125 51.265625 25.265625 53.625 \r\n",
       "Q 29.59375 56 35.59375 56 \r\n",
       "Q 45.5625 56 51.78125 48.09375 \r\n",
       "Q 58.015625 40.1875 58.015625 27.296875 \r\n",
       "Q 58.015625 14.40625 51.78125 6.484375 \r\n",
       "Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
       "Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
       "Q 20.953125 3.328125 18.109375 8.203125 \r\n",
       "z\r\n",
       "M 48.6875 27.296875 \r\n",
       "Q 48.6875 37.203125 44.609375 42.84375 \r\n",
       "Q 40.53125 48.484375 33.40625 48.484375 \r\n",
       "Q 26.265625 48.484375 22.1875 42.84375 \r\n",
       "Q 18.109375 37.203125 18.109375 27.296875 \r\n",
       "Q 18.109375 17.390625 22.1875 11.75 \r\n",
       "Q 26.265625 6.109375 33.40625 6.109375 \r\n",
       "Q 40.53125 6.109375 44.609375 11.75 \r\n",
       "Q 48.6875 17.390625 48.6875 27.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-112\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(556.589062 460.928021)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-69\"/>\r\n",
       "      <use x=\"63.183594\" xlink:href=\"#DejaVuSans-109\"/>\r\n",
       "      <use x=\"160.595703\" xlink:href=\"#DejaVuSans-112\"/>\r\n",
       "      <use x=\"224.072266\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "      <use x=\"251.855469\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "      <use x=\"313.037109\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
       "      <use x=\"372.216797\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"433.740234\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"p2151182f41\">\r\n",
       "   <rect height=\"153.666667\" width=\"552.25\" x=\"62.86875\" y=\"22.318125\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p6fa229d3e5\">\r\n",
       "   <rect height=\"153.666667\" width=\"552.25\" x=\"62.86875\" y=\"225.984792\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p2a77c3de04\">\r\n",
       "   <rect height=\"153.666667\" width=\"552.25\" x=\"62.86875\" y=\"429.651458\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 648x648 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# list(salary.groupby(['education']))\n",
    "\n",
    "f, axes = plt.subplots(3, 1, figsize=(9, 9), sharex=True)\n",
    "\n",
    "i = 0\n",
    "\n",
    "for edu, d in salary.groupby(['education']):\n",
    "    sns.distplot(d.salary[d.management == 'Y'], color='b', bins=10, label=\"Manager\", ax=axes[i])\n",
    "    sns.distplot(d.salary[d.management == \"N\"], color='r', bins=10, label=\"Employee\", ax=axes[i])\n",
    "    axes[i].set_title(edu)\n",
    "    axes[i].set_ylabel(\"Density\")\n",
    "    i += 1\n",
    "\n",
    "plt.tight_layout(pad=2.0)\n",
    "ax = plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Violin plot(distribution)\n",
    "\n",
    "Combines a boxplot with the kernel density estimation procedure"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
       "<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 360.11382 262.19625\" width=\"360.11382pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">\r\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
       "  </style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 262.19625 \r\n",
       "L 360.11382 262.19625 \r\n",
       "L 360.11382 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 18.11382 224.64 \r\n",
       "L 352.91382 224.64 \r\n",
       "L 352.91382 7.2 \r\n",
       "L 18.11382 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_1\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 33.332002 -144.204295 \r\n",
       "L 33.332002 -148.348205 \r\n",
       "L 36.406382 -149.030858 \r\n",
       "L 39.480762 -149.89306 \r\n",
       "L 42.555143 -150.96669 \r\n",
       "L 45.629523 -152.284685 \r\n",
       "L 48.703903 -153.879689 \r\n",
       "L 51.778283 -155.782386 \r\n",
       "L 54.852663 -158.019574 \r\n",
       "L 57.927043 -160.612079 \r\n",
       "L 61.001424 -163.572631 \r\n",
       "L 64.075804 -166.903856 \r\n",
       "L 67.150184 -170.596554 \r\n",
       "L 70.224564 -174.628435 \r\n",
       "L 73.298944 -178.963467 \r\n",
       "L 76.373324 -183.551965 \r\n",
       "L 79.447705 -188.331482 \r\n",
       "L 82.522085 -193.228526 \r\n",
       "L 85.596465 -198.161045 \r\n",
       "L 88.670845 -203.041548 \r\n",
       "L 91.745225 -207.780694 \r\n",
       "L 94.819605 -212.291116 \r\n",
       "L 97.893986 -216.491224 \r\n",
       "L 100.968366 -220.308746 \r\n",
       "L 104.042746 -223.683764 \r\n",
       "L 107.117126 -226.571057 \r\n",
       "L 110.191506 -228.941608 \r\n",
       "L 113.265886 -230.783209 \r\n",
       "L 116.340267 -232.100163 \r\n",
       "L 119.414647 -232.912129 \r\n",
       "L 122.489027 -233.25225 \r\n",
       "L 125.563407 -233.164706 \r\n",
       "L 128.637787 -232.701883 \r\n",
       "L 131.712167 -231.921363 \r\n",
       "L 134.786548 -230.88292 \r\n",
       "L 137.860928 -229.6457 \r\n",
       "L 140.935308 -228.265736 \r\n",
       "L 144.009688 -226.793891 \r\n",
       "L 147.084068 -225.274332 \r\n",
       "L 150.158448 -223.743529 \r\n",
       "L 153.232829 -222.229803 \r\n",
       "L 156.307209 -220.753359 \r\n",
       "L 159.381589 -219.326766 \r\n",
       "L 162.455969 -217.95577 \r\n",
       "L 165.530349 -216.64037 \r\n",
       "L 168.604729 -215.376045 \r\n",
       "L 171.67911 -214.155043 \r\n",
       "L 174.75349 -212.967638 \r\n",
       "L 177.82787 -211.803289 \r\n",
       "L 180.90225 -210.651642 \r\n",
       "L 183.97663 -209.503323 \r\n",
       "L 187.05101 -208.350513 \r\n",
       "L 190.125391 -207.187289 \r\n",
       "L 193.199771 -206.009746 \r\n",
       "L 196.274151 -204.815919 \r\n",
       "L 199.348531 -203.605551 \r\n",
       "L 202.422911 -202.379728 \r\n",
       "L 205.497291 -201.140457 \r\n",
       "L 208.571672 -199.890205 \r\n",
       "L 211.646052 -198.631452 \r\n",
       "L 214.720432 -197.366306 \r\n",
       "L 217.794812 -196.096176 \r\n",
       "L 220.869192 -194.821547 \r\n",
       "L 223.943572 -193.541852 \r\n",
       "L 227.017953 -192.255438 \r\n",
       "L 230.092333 -190.959621 \r\n",
       "L 233.166713 -189.650816 \r\n",
       "L 236.241093 -188.324738 \r\n",
       "L 239.315473 -186.976644 \r\n",
       "L 242.389853 -185.601624 \r\n",
       "L 245.464234 -184.194912 \r\n",
       "L 248.538614 -182.752216 \r\n",
       "L 251.612994 -181.270057 \r\n",
       "L 254.687374 -179.746095 \r\n",
       "L 257.761754 -178.179432 \r\n",
       "L 260.836134 -176.570877 \r\n",
       "L 263.910515 -174.923144 \r\n",
       "L 266.984895 -173.240979 \r\n",
       "L 270.059275 -171.53118 \r\n",
       "L 273.133655 -169.802526 \r\n",
       "L 276.208035 -168.065582 \r\n",
       "L 279.282415 -166.33241 \r\n",
       "L 282.356796 -164.616175 \r\n",
       "L 285.431176 -162.930692 \r\n",
       "L 288.505556 -161.289908 \r\n",
       "L 291.579936 -159.707382 \r\n",
       "L 294.654316 -158.19577 \r\n",
       "L 297.728696 -156.766357 \r\n",
       "L 300.803076 -155.428662 \r\n",
       "L 303.877457 -154.190132 \r\n",
       "L 306.951837 -153.055943 \r\n",
       "L 310.026217 -152.028917 \r\n",
       "L 313.100597 -151.109546 \r\n",
       "L 316.174977 -150.296131 \r\n",
       "L 319.249357 -149.584993 \r\n",
       "L 322.323738 -148.970773 \r\n",
       "L 325.398118 -148.446763 \r\n",
       "L 328.472498 -148.005279 \r\n",
       "L 331.546878 -147.638018 \r\n",
       "L 334.621258 -147.336409 \r\n",
       "L 337.695638 -147.091926 \r\n",
       "L 337.695638 -145.460574 \r\n",
       "L 337.695638 -145.460574 \r\n",
       "L 334.621258 -145.216091 \r\n",
       "L 331.546878 -144.914482 \r\n",
       "L 328.472498 -144.547221 \r\n",
       "L 325.398118 -144.105737 \r\n",
       "L 322.323738 -143.581727 \r\n",
       "L 319.249357 -142.967507 \r\n",
       "L 316.174977 -142.256369 \r\n",
       "L 313.100597 -141.442954 \r\n",
       "L 310.026217 -140.523583 \r\n",
       "L 306.951837 -139.496557 \r\n",
       "L 303.877457 -138.362368 \r\n",
       "L 300.803076 -137.123838 \r\n",
       "L 297.728696 -135.786143 \r\n",
       "L 294.654316 -134.35673 \r\n",
       "L 291.579936 -132.845118 \r\n",
       "L 288.505556 -131.262592 \r\n",
       "L 285.431176 -129.621808 \r\n",
       "L 282.356796 -127.936325 \r\n",
       "L 279.282415 -126.22009 \r\n",
       "L 276.208035 -124.486918 \r\n",
       "L 273.133655 -122.749974 \r\n",
       "L 270.059275 -121.02132 \r\n",
       "L 266.984895 -119.311521 \r\n",
       "L 263.910515 -117.629356 \r\n",
       "L 260.836134 -115.981623 \r\n",
       "L 257.761754 -114.373068 \r\n",
       "L 254.687374 -112.806405 \r\n",
       "L 251.612994 -111.282443 \r\n",
       "L 248.538614 -109.800284 \r\n",
       "L 245.464234 -108.357588 \r\n",
       "L 242.389853 -106.950876 \r\n",
       "L 239.315473 -105.575856 \r\n",
       "L 236.241093 -104.227762 \r\n",
       "L 233.166713 -102.901684 \r\n",
       "L 230.092333 -101.592879 \r\n",
       "L 227.017953 -100.297062 \r\n",
       "L 223.943572 -99.010648 \r\n",
       "L 220.869192 -97.730953 \r\n",
       "L 217.794812 -96.456324 \r\n",
       "L 214.720432 -95.186194 \r\n",
       "L 211.646052 -93.921048 \r\n",
       "L 208.571672 -92.662295 \r\n",
       "L 205.497291 -91.412043 \r\n",
       "L 202.422911 -90.172772 \r\n",
       "L 199.348531 -88.946949 \r\n",
       "L 196.274151 -87.736581 \r\n",
       "L 193.199771 -86.542754 \r\n",
       "L 190.125391 -85.365211 \r\n",
       "L 187.05101 -84.201987 \r\n",
       "L 183.97663 -83.049177 \r\n",
       "L 180.90225 -81.900858 \r\n",
       "L 177.82787 -80.749211 \r\n",
       "L 174.75349 -79.584862 \r\n",
       "L 171.67911 -78.397457 \r\n",
       "L 168.604729 -77.176455 \r\n",
       "L 165.530349 -75.91213 \r\n",
       "L 162.455969 -74.59673 \r\n",
       "L 159.381589 -73.225734 \r\n",
       "L 156.307209 -71.799141 \r\n",
       "L 153.232829 -70.322697 \r\n",
       "L 150.158448 -68.808971 \r\n",
       "L 147.084068 -67.278168 \r\n",
       "L 144.009688 -65.758609 \r\n",
       "L 140.935308 -64.286764 \r\n",
       "L 137.860928 -62.9068 \r\n",
       "L 134.786548 -61.66958 \r\n",
       "L 131.712167 -60.631137 \r\n",
       "L 128.637787 -59.850617 \r\n",
       "L 125.563407 -59.387794 \r\n",
       "L 122.489027 -59.30025 \r\n",
       "L 119.414647 -59.640371 \r\n",
       "L 116.340267 -60.452337 \r\n",
       "L 113.265886 -61.769291 \r\n",
       "L 110.191506 -63.610892 \r\n",
       "L 107.117126 -65.981443 \r\n",
       "L 104.042746 -68.868736 \r\n",
       "L 100.968366 -72.243754 \r\n",
       "L 97.893986 -76.061276 \r\n",
       "L 94.819605 -80.261384 \r\n",
       "L 91.745225 -84.771806 \r\n",
       "L 88.670845 -89.510952 \r\n",
       "L 85.596465 -94.391455 \r\n",
       "L 82.522085 -99.323974 \r\n",
       "L 79.447705 -104.221018 \r\n",
       "L 76.373324 -109.000535 \r\n",
       "L 73.298944 -113.589033 \r\n",
       "L 70.224564 -117.924065 \r\n",
       "L 67.150184 -121.955946 \r\n",
       "L 64.075804 -125.648644 \r\n",
       "L 61.001424 -128.979869 \r\n",
       "L 57.927043 -131.940421 \r\n",
       "L 54.852663 -134.532926 \r\n",
       "L 51.778283 -136.770114 \r\n",
       "L 48.703903 -138.672811 \r\n",
       "L 45.629523 -140.267815 \r\n",
       "L 42.555143 -141.58581 \r\n",
       "L 39.480762 -142.65944 \r\n",
       "L 36.406382 -143.521642 \r\n",
       "L 33.332002 -144.204295 \r\n",
       "z\r\n",
       "\" id=\"mfd38e4677e\" style=\"stroke:#3f3f3f;stroke-width:1.5;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p9758e62d30)\">\r\n",
       "     <use style=\"fill:#3274a1;stroke:#3f3f3f;stroke-width:1.5;\" x=\"0\" xlink:href=\"#mfd38e4677e\" y=\"262.19625\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"m777b4754df\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"19.925\" xlink:href=\"#m777b4754df\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 5000 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 10.796875 72.90625 \r\n",
       "L 49.515625 72.90625 \r\n",
       "L 49.515625 64.59375 \r\n",
       "L 19.828125 64.59375 \r\n",
       "L 19.828125 46.734375 \r\n",
       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
       "Q 40.625 48.1875 47.75 41.5 \r\n",
       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
       "L 7.71875 11.625 \r\n",
       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
       "Q 45.015625 31 40.078125 35.4375 \r\n",
       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-53\"/>\r\n",
       "       <path d=\"M 31.78125 66.40625 \r\n",
       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
       "Q 16.5 51.421875 16.5 36.375 \r\n",
       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
       "Q 47.125 21.390625 47.125 36.375 \r\n",
       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
       "z\r\n",
       "M 31.78125 74.21875 \r\n",
       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-48\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(7.2 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"78.288464\" xlink:href=\"#m777b4754df\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 10000 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 12.40625 8.296875 \r\n",
       "L 28.515625 8.296875 \r\n",
       "L 28.515625 63.921875 \r\n",
       "L 10.984375 60.40625 \r\n",
       "L 10.984375 69.390625 \r\n",
       "L 28.421875 72.90625 \r\n",
       "L 38.28125 72.90625 \r\n",
       "L 38.28125 8.296875 \r\n",
       "L 54.390625 8.296875 \r\n",
       "L 54.390625 0 \r\n",
       "L 12.40625 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-49\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(62.382214 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"136.651928\" xlink:href=\"#m777b4754df\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 15000 -->\r\n",
       "      <g transform=\"translate(120.745678 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"195.015392\" xlink:href=\"#m777b4754df\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 20000 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 19.1875 8.296875 \r\n",
       "L 53.609375 8.296875 \r\n",
       "L 53.609375 0 \r\n",
       "L 7.328125 0 \r\n",
       "L 7.328125 8.296875 \r\n",
       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
       "L 7.8125 69.390625 \r\n",
       "Q 13.765625 71.78125 18.9375 73 \r\n",
       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-50\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(179.109142 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"253.378856\" xlink:href=\"#m777b4754df\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 25000 -->\r\n",
       "      <g transform=\"translate(237.472606 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_6\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"311.74232\" xlink:href=\"#m777b4754df\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 30000 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 40.578125 39.3125 \r\n",
       "Q 47.65625 37.796875 51.625 33 \r\n",
       "Q 55.609375 28.21875 55.609375 21.1875 \r\n",
       "Q 55.609375 10.40625 48.1875 4.484375 \r\n",
       "Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
       "Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
       "Q 12.796875 0.390625 7.625 2.203125 \r\n",
       "L 7.625 11.71875 \r\n",
       "Q 11.71875 9.328125 16.59375 8.109375 \r\n",
       "Q 21.484375 6.890625 26.8125 6.890625 \r\n",
       "Q 36.078125 6.890625 40.9375 10.546875 \r\n",
       "Q 45.796875 14.203125 45.796875 21.1875 \r\n",
       "Q 45.796875 27.640625 41.28125 31.265625 \r\n",
       "Q 36.765625 34.90625 28.71875 34.90625 \r\n",
       "L 20.21875 34.90625 \r\n",
       "L 20.21875 43.015625 \r\n",
       "L 29.109375 43.015625 \r\n",
       "Q 36.375 43.015625 40.234375 45.921875 \r\n",
       "Q 44.09375 48.828125 44.09375 54.296875 \r\n",
       "Q 44.09375 59.90625 40.109375 62.90625 \r\n",
       "Q 36.140625 65.921875 28.71875 65.921875 \r\n",
       "Q 24.65625 65.921875 20.015625 65.03125 \r\n",
       "Q 15.375 64.15625 9.8125 62.3125 \r\n",
       "L 9.8125 71.09375 \r\n",
       "Q 15.4375 72.65625 20.34375 73.4375 \r\n",
       "Q 25.25 74.21875 29.59375 74.21875 \r\n",
       "Q 40.828125 74.21875 47.359375 69.109375 \r\n",
       "Q 53.90625 64.015625 53.90625 55.328125 \r\n",
       "Q 53.90625 49.265625 50.4375 45.09375 \r\n",
       "Q 46.96875 40.921875 40.578125 39.3125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-51\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(295.83607 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-51\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_7\">\r\n",
       "     <!-- salary -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 44.28125 53.078125 \r\n",
       "L 44.28125 44.578125 \r\n",
       "Q 40.484375 46.53125 36.375 47.5 \r\n",
       "Q 32.28125 48.484375 27.875 48.484375 \r\n",
       "Q 21.1875 48.484375 17.84375 46.4375 \r\n",
       "Q 14.5 44.390625 14.5 40.28125 \r\n",
       "Q 14.5 37.15625 16.890625 35.375 \r\n",
       "Q 19.28125 33.59375 26.515625 31.984375 \r\n",
       "L 29.59375 31.296875 \r\n",
       "Q 39.15625 29.25 43.1875 25.515625 \r\n",
       "Q 47.21875 21.78125 47.21875 15.09375 \r\n",
       "Q 47.21875 7.46875 41.1875 3.015625 \r\n",
       "Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
       "Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
       "Q 10.6875 0.296875 5.421875 2 \r\n",
       "L 5.421875 11.28125 \r\n",
       "Q 10.40625 8.6875 15.234375 7.390625 \r\n",
       "Q 20.0625 6.109375 24.8125 6.109375 \r\n",
       "Q 31.15625 6.109375 34.5625 8.28125 \r\n",
       "Q 37.984375 10.453125 37.984375 14.40625 \r\n",
       "Q 37.984375 18.0625 35.515625 20.015625 \r\n",
       "Q 33.0625 21.96875 24.703125 23.78125 \r\n",
       "L 21.578125 24.515625 \r\n",
       "Q 13.234375 26.265625 9.515625 29.90625 \r\n",
       "Q 5.8125 33.546875 5.8125 39.890625 \r\n",
       "Q 5.8125 47.609375 11.28125 51.796875 \r\n",
       "Q 16.75 56 26.8125 56 \r\n",
       "Q 31.78125 56 36.171875 55.265625 \r\n",
       "Q 40.578125 54.546875 44.28125 53.078125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-115\"/>\r\n",
       "      <path d=\"M 34.28125 27.484375 \r\n",
       "Q 23.390625 27.484375 19.1875 25 \r\n",
       "Q 14.984375 22.515625 14.984375 16.5 \r\n",
       "Q 14.984375 11.71875 18.140625 8.90625 \r\n",
       "Q 21.296875 6.109375 26.703125 6.109375 \r\n",
       "Q 34.1875 6.109375 38.703125 11.40625 \r\n",
       "Q 43.21875 16.703125 43.21875 25.484375 \r\n",
       "L 43.21875 27.484375 \r\n",
       "z\r\n",
       "M 52.203125 31.203125 \r\n",
       "L 52.203125 0 \r\n",
       "L 43.21875 0 \r\n",
       "L 43.21875 8.296875 \r\n",
       "Q 40.140625 3.328125 35.546875 0.953125 \r\n",
       "Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
       "Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
       "Q 6 8.015625 6 15.921875 \r\n",
       "Q 6 25.140625 12.171875 29.828125 \r\n",
       "Q 18.359375 34.515625 30.609375 34.515625 \r\n",
       "L 43.21875 34.515625 \r\n",
       "L 43.21875 35.40625 \r\n",
       "Q 43.21875 41.609375 39.140625 45 \r\n",
       "Q 35.0625 48.390625 27.6875 48.390625 \r\n",
       "Q 23 48.390625 18.546875 47.265625 \r\n",
       "Q 14.109375 46.140625 10.015625 43.890625 \r\n",
       "L 10.015625 52.203125 \r\n",
       "Q 14.9375 54.109375 19.578125 55.046875 \r\n",
       "Q 24.21875 56 28.609375 56 \r\n",
       "Q 40.484375 56 46.34375 49.84375 \r\n",
       "Q 52.203125 43.703125 52.203125 31.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-97\"/>\r\n",
       "      <path d=\"M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-108\"/>\r\n",
       "      <path d=\"M 41.109375 46.296875 \r\n",
       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
       "Q 36.03125 48 33.890625 48 \r\n",
       "Q 26.265625 48 22.1875 43.046875 \r\n",
       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
       "Q 30.03125 56 36.53125 56 \r\n",
       "Q 37.453125 56 38.578125 55.875 \r\n",
       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-114\"/>\r\n",
       "      <path d=\"M 32.171875 -5.078125 \r\n",
       "Q 28.375 -14.84375 24.75 -17.8125 \r\n",
       "Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
       "L 7.90625 -20.796875 \r\n",
       "L 7.90625 -13.28125 \r\n",
       "L 13.1875 -13.28125 \r\n",
       "Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
       "Q 21 -9.765625 23.484375 -3.21875 \r\n",
       "L 25.09375 0.875 \r\n",
       "L 2.984375 54.6875 \r\n",
       "L 12.5 54.6875 \r\n",
       "L 29.59375 11.921875 \r\n",
       "L 46.6875 54.6875 \r\n",
       "L 56.203125 54.6875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-121\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(170.377102 252.916562)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"52.099609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"113.378906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "      <use x=\"141.162109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"202.441406\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      <use x=\"243.554688\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"m2f9e4a8e9a\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"18.11382\" xlink:href=\"#m2f9e4a8e9a\" y=\"115.92\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_8\">\r\n",
       "    <path clip-path=\"url(#p9758e62d30)\" d=\"M 84.533355 115.92 \r\n",
       "L 286.494286 115.92 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_9\">\r\n",
       "    <path clip-path=\"url(#p9758e62d30)\" d=\"M 117.050559 115.92 \r\n",
       "L 203.416813 115.92 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 18.11382 224.64 \r\n",
       "L 18.11382 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path d=\"M 352.91382 224.64 \r\n",
       "L 352.91382 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 18.11382 224.64 \r\n",
       "L 352.91382 224.64 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 18.11382 7.2 \r\n",
       "L 352.91382 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_1\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 1.5 \r\n",
       "C 0.397805 1.5 0.77937 1.341951 1.06066 1.06066 \r\n",
       "C 1.341951 0.77937 1.5 0.397805 1.5 0 \r\n",
       "C 1.5 -0.397805 1.341951 -0.77937 1.06066 -1.06066 \r\n",
       "C 0.77937 -1.341951 0.397805 -1.5 0 -1.5 \r\n",
       "C -0.397805 -1.5 -0.77937 -1.341951 -1.06066 -1.06066 \r\n",
       "C -1.341951 -0.77937 -1.5 -0.397805 -1.5 0 \r\n",
       "C -1.5 0.397805 -1.341951 0.77937 -1.06066 1.06066 \r\n",
       "C -0.77937 1.341951 -0.397805 1.5 0 1.5 \r\n",
       "z\r\n",
       "\" id=\"md6b15f4d1f\" style=\"stroke:#3f3f3f;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p9758e62d30)\">\r\n",
       "     <use style=\"fill:#ffffff;stroke:#3f3f3f;\" x=\"153.413915\" xlink:href=\"#md6b15f4d1f\" y=\"115.92\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"p9758e62d30\">\r\n",
       "   <rect height=\"217.44\" width=\"334.8\" x=\"18.11382\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = sns.violinplot(x=\"salary\", data=salary)\n",
    "# https://www.geeksforgeeks.org/violin-plot-for-data-analysis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
       "<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 364.696803 262.19625\" width=\"364.696803pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">\r\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
       "  </style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 262.19625 \r\n",
       "L 364.696803 262.19625 \r\n",
       "L 364.696803 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 10.7 224.64 \r\n",
       "L 345.5 224.64 \r\n",
       "L 345.5 7.2 \r\n",
       "L 10.7 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_1\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 25.918182 -144.623629 \r\n",
       "L 25.918182 -147.928871 \r\n",
       "L 28.992562 -149.240198 \r\n",
       "L 32.066942 -151.264094 \r\n",
       "L 35.141322 -154.197787 \r\n",
       "L 38.215702 -158.225569 \r\n",
       "L 41.290083 -163.505712 \r\n",
       "L 44.364463 -170.14975 \r\n",
       "L 47.438843 -178.175036 \r\n",
       "L 50.513223 -187.424143 \r\n",
       "L 53.587603 -197.478902 \r\n",
       "L 56.661983 -207.63012 \r\n",
       "L 59.736364 -216.962885 \r\n",
       "L 62.810744 -224.567774 \r\n",
       "L 65.885124 -229.813889 \r\n",
       "L 68.959504 -232.568125 \r\n",
       "L 72.033884 -233.25225 \r\n",
       "L 75.108264 -232.694773 \r\n",
       "L 78.182645 -231.825576 \r\n",
       "L 81.257025 -231.335181 \r\n",
       "L 84.331405 -231.443365 \r\n",
       "L 87.405785 -231.878591 \r\n",
       "L 90.480165 -232.072547 \r\n",
       "L 93.554545 -231.466734 \r\n",
       "L 96.628926 -229.771129 \r\n",
       "L 99.703306 -227.049724 \r\n",
       "L 102.777686 -223.618523 \r\n",
       "L 105.852066 -219.855852 \r\n",
       "L 108.926446 -216.060949 \r\n",
       "L 112.000826 -212.431282 \r\n",
       "L 115.075207 -209.120853 \r\n",
       "L 118.149587 -206.28506 \r\n",
       "L 121.223967 -204.05669 \r\n",
       "L 124.298347 -202.484748 \r\n",
       "L 127.372727 -201.511702 \r\n",
       "L 130.447107 -201.022147 \r\n",
       "L 133.521488 -200.915407 \r\n",
       "L 136.595868 -201.123959 \r\n",
       "L 139.670248 -201.553495 \r\n",
       "L 142.744628 -202.006108 \r\n",
       "L 145.819008 -202.17999 \r\n",
       "L 148.893388 -201.784287 \r\n",
       "L 151.967769 -200.712127 \r\n",
       "L 155.042149 -199.157148 \r\n",
       "L 158.116529 -197.582347 \r\n",
       "L 161.190909 -196.536212 \r\n",
       "L 164.265289 -196.401913 \r\n",
       "L 167.339669 -197.206378 \r\n",
       "L 170.41405 -198.58647 \r\n",
       "L 173.48843 -199.928637 \r\n",
       "L 176.56281 -200.612725 \r\n",
       "L 179.63719 -200.246247 \r\n",
       "L 182.71157 -198.791923 \r\n",
       "L 185.78595 -196.551428 \r\n",
       "L 188.860331 -194.032986 \r\n",
       "L 191.934711 -191.766728 \r\n",
       "L 195.009091 -190.133319 \r\n",
       "L 198.083471 -189.253578 \r\n",
       "L 201.157851 -188.966696 \r\n",
       "L 204.232231 -188.904641 \r\n",
       "L 207.306612 -188.643388 \r\n",
       "L 210.380992 -187.8789 \r\n",
       "L 213.455372 -186.555273 \r\n",
       "L 216.529752 -184.88574 \r\n",
       "L 219.604132 -183.255781 \r\n",
       "L 222.678512 -182.0556 \r\n",
       "L 225.752893 -181.521335 \r\n",
       "L 228.827273 -181.652609 \r\n",
       "L 231.901653 -182.229411 \r\n",
       "L 234.976033 -182.90267 \r\n",
       "L 238.050413 -183.307031 \r\n",
       "L 241.124793 -183.151258 \r\n",
       "L 244.199174 -182.271047 \r\n",
       "L 247.273554 -180.656135 \r\n",
       "L 250.347934 -178.4668 \r\n",
       "L 253.422314 -176.03335 \r\n",
       "L 256.496694 -173.810278 \r\n",
       "L 259.571074 -172.263464 \r\n",
       "L 262.645455 -171.709742 \r\n",
       "L 265.719835 -172.174668 \r\n",
       "L 268.794215 -173.346062 \r\n",
       "L 271.868595 -174.660635 \r\n",
       "L 274.942975 -175.492447 \r\n",
       "L 278.017355 -175.360919 \r\n",
       "L 281.091736 -174.074291 \r\n",
       "L 284.166116 -171.765195 \r\n",
       "L 287.240496 -168.824903 \r\n",
       "L 290.314876 -165.772205 \r\n",
       "L 293.389256 -163.098457 \r\n",
       "L 296.463636 -161.127279 \r\n",
       "L 299.538017 -159.926249 \r\n",
       "L 302.612397 -159.302265 \r\n",
       "L 305.686777 -158.889333 \r\n",
       "L 308.761157 -158.298854 \r\n",
       "L 311.835537 -157.269488 \r\n",
       "L 314.909917 -155.751309 \r\n",
       "L 317.984298 -153.893343 \r\n",
       "L 321.058678 -151.953884 \r\n",
       "L 324.133058 -150.187416 \r\n",
       "L 327.207438 -148.761935 \r\n",
       "L 330.281818 -147.732309 \r\n",
       "L 330.281818 -144.820191 \r\n",
       "L 330.281818 -144.820191 \r\n",
       "L 327.207438 -143.790565 \r\n",
       "L 324.133058 -142.365084 \r\n",
       "L 321.058678 -140.598616 \r\n",
       "L 317.984298 -138.659157 \r\n",
       "L 314.909917 -136.801191 \r\n",
       "L 311.835537 -135.283012 \r\n",
       "L 308.761157 -134.253646 \r\n",
       "L 305.686777 -133.663167 \r\n",
       "L 302.612397 -133.250235 \r\n",
       "L 299.538017 -132.626251 \r\n",
       "L 296.463636 -131.425221 \r\n",
       "L 293.389256 -129.454043 \r\n",
       "L 290.314876 -126.780295 \r\n",
       "L 287.240496 -123.727597 \r\n",
       "L 284.166116 -120.787305 \r\n",
       "L 281.091736 -118.478209 \r\n",
       "L 278.017355 -117.191581 \r\n",
       "L 274.942975 -117.060053 \r\n",
       "L 271.868595 -117.891865 \r\n",
       "L 268.794215 -119.206438 \r\n",
       "L 265.719835 -120.377832 \r\n",
       "L 262.645455 -120.842758 \r\n",
       "L 259.571074 -120.289036 \r\n",
       "L 256.496694 -118.742222 \r\n",
       "L 253.422314 -116.51915 \r\n",
       "L 250.347934 -114.0857 \r\n",
       "L 247.273554 -111.896365 \r\n",
       "L 244.199174 -110.281453 \r\n",
       "L 241.124793 -109.401242 \r\n",
       "L 238.050413 -109.245469 \r\n",
       "L 234.976033 -109.64983 \r\n",
       "L 231.901653 -110.323089 \r\n",
       "L 228.827273 -110.899891 \r\n",
       "L 225.752893 -111.031165 \r\n",
       "L 222.678512 -110.4969 \r\n",
       "L 219.604132 -109.296719 \r\n",
       "L 216.529752 -107.66676 \r\n",
       "L 213.455372 -105.997227 \r\n",
       "L 210.380992 -104.6736 \r\n",
       "L 207.306612 -103.909112 \r\n",
       "L 204.232231 -103.647859 \r\n",
       "L 201.157851 -103.585804 \r\n",
       "L 198.083471 -103.298922 \r\n",
       "L 195.009091 -102.419181 \r\n",
       "L 191.934711 -100.785772 \r\n",
       "L 188.860331 -98.519514 \r\n",
       "L 185.78595 -96.001072 \r\n",
       "L 182.71157 -93.760577 \r\n",
       "L 179.63719 -92.306253 \r\n",
       "L 176.56281 -91.939775 \r\n",
       "L 173.48843 -92.623863 \r\n",
       "L 170.41405 -93.96603 \r\n",
       "L 167.339669 -95.346122 \r\n",
       "L 164.265289 -96.150587 \r\n",
       "L 161.190909 -96.016288 \r\n",
       "L 158.116529 -94.970153 \r\n",
       "L 155.042149 -93.395352 \r\n",
       "L 151.967769 -91.840373 \r\n",
       "L 148.893388 -90.768213 \r\n",
       "L 145.819008 -90.37251 \r\n",
       "L 142.744628 -90.546392 \r\n",
       "L 139.670248 -90.999005 \r\n",
       "L 136.595868 -91.428541 \r\n",
       "L 133.521488 -91.637093 \r\n",
       "L 130.447107 -91.530353 \r\n",
       "L 127.372727 -91.040798 \r\n",
       "L 124.298347 -90.067752 \r\n",
       "L 121.223967 -88.49581 \r\n",
       "L 118.149587 -86.26744 \r\n",
       "L 115.075207 -83.431647 \r\n",
       "L 112.000826 -80.121218 \r\n",
       "L 108.926446 -76.491551 \r\n",
       "L 105.852066 -72.696648 \r\n",
       "L 102.777686 -68.933977 \r\n",
       "L 99.703306 -65.502776 \r\n",
       "L 96.628926 -62.781371 \r\n",
       "L 93.554545 -61.085766 \r\n",
       "L 90.480165 -60.479953 \r\n",
       "L 87.405785 -60.673909 \r\n",
       "L 84.331405 -61.109135 \r\n",
       "L 81.257025 -61.217319 \r\n",
       "L 78.182645 -60.726924 \r\n",
       "L 75.108264 -59.857727 \r\n",
       "L 72.033884 -59.30025 \r\n",
       "L 68.959504 -59.984375 \r\n",
       "L 65.885124 -62.738611 \r\n",
       "L 62.810744 -67.984726 \r\n",
       "L 59.736364 -75.589615 \r\n",
       "L 56.661983 -84.92238 \r\n",
       "L 53.587603 -95.073598 \r\n",
       "L 50.513223 -105.128357 \r\n",
       "L 47.438843 -114.377464 \r\n",
       "L 44.364463 -122.40275 \r\n",
       "L 41.290083 -129.046788 \r\n",
       "L 38.215702 -134.326931 \r\n",
       "L 35.141322 -138.354713 \r\n",
       "L 32.066942 -141.288406 \r\n",
       "L 28.992562 -143.312302 \r\n",
       "L 25.918182 -144.623629 \r\n",
       "z\r\n",
       "\" id=\"m311f53de96\" style=\"stroke:#3f3f3f;stroke-width:1.5;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#pd7d65df46f)\">\r\n",
       "     <use style=\"fill:#3274a1;stroke:#3f3f3f;stroke-width:1.5;\" x=\"0\" xlink:href=\"#m311f53de96\" y=\"262.19625\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"me1d5c15d31\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"39.222229\" xlink:href=\"#me1d5c15d31\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 10000 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 12.40625 8.296875 \r\n",
       "L 28.515625 8.296875 \r\n",
       "L 28.515625 63.921875 \r\n",
       "L 10.984375 60.40625 \r\n",
       "L 10.984375 69.390625 \r\n",
       "L 28.421875 72.90625 \r\n",
       "L 38.28125 72.90625 \r\n",
       "L 38.28125 8.296875 \r\n",
       "L 54.390625 8.296875 \r\n",
       "L 54.390625 0 \r\n",
       "L 12.40625 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-49\"/>\r\n",
       "       <path d=\"M 31.78125 66.40625 \r\n",
       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
       "Q 16.5 51.421875 16.5 36.375 \r\n",
       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
       "Q 47.125 21.390625 47.125 36.375 \r\n",
       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
       "z\r\n",
       "M 31.78125 74.21875 \r\n",
       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-48\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(23.315979 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"77.018269\" xlink:href=\"#me1d5c15d31\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 12500 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 19.1875 8.296875 \r\n",
       "L 53.609375 8.296875 \r\n",
       "L 53.609375 0 \r\n",
       "L 7.328125 0 \r\n",
       "L 7.328125 8.296875 \r\n",
       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
       "L 7.8125 69.390625 \r\n",
       "Q 13.765625 71.78125 18.9375 73 \r\n",
       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-50\"/>\r\n",
       "       <path d=\"M 10.796875 72.90625 \r\n",
       "L 49.515625 72.90625 \r\n",
       "L 49.515625 64.59375 \r\n",
       "L 19.828125 64.59375 \r\n",
       "L 19.828125 46.734375 \r\n",
       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
       "Q 40.625 48.1875 47.75 41.5 \r\n",
       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
       "L 7.71875 11.625 \r\n",
       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
       "Q 45.015625 31 40.078125 35.4375 \r\n",
       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-53\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(61.112019 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"114.81431\" xlink:href=\"#me1d5c15d31\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 15000 -->\r\n",
       "      <g transform=\"translate(98.90806 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"152.61035\" xlink:href=\"#me1d5c15d31\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 17500 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 8.203125 72.90625 \r\n",
       "L 55.078125 72.90625 \r\n",
       "L 55.078125 68.703125 \r\n",
       "L 28.609375 0 \r\n",
       "L 18.3125 0 \r\n",
       "L 43.21875 64.59375 \r\n",
       "L 8.203125 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-55\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(136.7041 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"190.406391\" xlink:href=\"#me1d5c15d31\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 20000 -->\r\n",
       "      <g transform=\"translate(174.500141 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_6\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"228.202431\" xlink:href=\"#me1d5c15d31\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 22500 -->\r\n",
       "      <g transform=\"translate(212.296181 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_7\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"265.998472\" xlink:href=\"#me1d5c15d31\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 25000 -->\r\n",
       "      <g transform=\"translate(250.092222 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_8\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"303.794512\" xlink:href=\"#me1d5c15d31\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 27500 -->\r\n",
       "      <g transform=\"translate(287.888262 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_9\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"341.590553\" xlink:href=\"#me1d5c15d31\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- 30000 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 40.578125 39.3125 \r\n",
       "Q 47.65625 37.796875 51.625 33 \r\n",
       "Q 55.609375 28.21875 55.609375 21.1875 \r\n",
       "Q 55.609375 10.40625 48.1875 4.484375 \r\n",
       "Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
       "Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
       "Q 12.796875 0.390625 7.625 2.203125 \r\n",
       "L 7.625 11.71875 \r\n",
       "Q 11.71875 9.328125 16.59375 8.109375 \r\n",
       "Q 21.484375 6.890625 26.8125 6.890625 \r\n",
       "Q 36.078125 6.890625 40.9375 10.546875 \r\n",
       "Q 45.796875 14.203125 45.796875 21.1875 \r\n",
       "Q 45.796875 27.640625 41.28125 31.265625 \r\n",
       "Q 36.765625 34.90625 28.71875 34.90625 \r\n",
       "L 20.21875 34.90625 \r\n",
       "L 20.21875 43.015625 \r\n",
       "L 29.109375 43.015625 \r\n",
       "Q 36.375 43.015625 40.234375 45.921875 \r\n",
       "Q 44.09375 48.828125 44.09375 54.296875 \r\n",
       "Q 44.09375 59.90625 40.109375 62.90625 \r\n",
       "Q 36.140625 65.921875 28.71875 65.921875 \r\n",
       "Q 24.65625 65.921875 20.015625 65.03125 \r\n",
       "Q 15.375 64.15625 9.8125 62.3125 \r\n",
       "L 9.8125 71.09375 \r\n",
       "Q 15.4375 72.65625 20.34375 73.4375 \r\n",
       "Q 25.25 74.21875 29.59375 74.21875 \r\n",
       "Q 40.828125 74.21875 47.359375 69.109375 \r\n",
       "Q 53.90625 64.015625 53.90625 55.328125 \r\n",
       "Q 53.90625 49.265625 50.4375 45.09375 \r\n",
       "Q 46.96875 40.921875 40.578125 39.3125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-51\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(325.684303 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-51\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_10\">\r\n",
       "     <!-- salary -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 44.28125 53.078125 \r\n",
       "L 44.28125 44.578125 \r\n",
       "Q 40.484375 46.53125 36.375 47.5 \r\n",
       "Q 32.28125 48.484375 27.875 48.484375 \r\n",
       "Q 21.1875 48.484375 17.84375 46.4375 \r\n",
       "Q 14.5 44.390625 14.5 40.28125 \r\n",
       "Q 14.5 37.15625 16.890625 35.375 \r\n",
       "Q 19.28125 33.59375 26.515625 31.984375 \r\n",
       "L 29.59375 31.296875 \r\n",
       "Q 39.15625 29.25 43.1875 25.515625 \r\n",
       "Q 47.21875 21.78125 47.21875 15.09375 \r\n",
       "Q 47.21875 7.46875 41.1875 3.015625 \r\n",
       "Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
       "Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
       "Q 10.6875 0.296875 5.421875 2 \r\n",
       "L 5.421875 11.28125 \r\n",
       "Q 10.40625 8.6875 15.234375 7.390625 \r\n",
       "Q 20.0625 6.109375 24.8125 6.109375 \r\n",
       "Q 31.15625 6.109375 34.5625 8.28125 \r\n",
       "Q 37.984375 10.453125 37.984375 14.40625 \r\n",
       "Q 37.984375 18.0625 35.515625 20.015625 \r\n",
       "Q 33.0625 21.96875 24.703125 23.78125 \r\n",
       "L 21.578125 24.515625 \r\n",
       "Q 13.234375 26.265625 9.515625 29.90625 \r\n",
       "Q 5.8125 33.546875 5.8125 39.890625 \r\n",
       "Q 5.8125 47.609375 11.28125 51.796875 \r\n",
       "Q 16.75 56 26.8125 56 \r\n",
       "Q 31.78125 56 36.171875 55.265625 \r\n",
       "Q 40.578125 54.546875 44.28125 53.078125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-115\"/>\r\n",
       "      <path d=\"M 34.28125 27.484375 \r\n",
       "Q 23.390625 27.484375 19.1875 25 \r\n",
       "Q 14.984375 22.515625 14.984375 16.5 \r\n",
       "Q 14.984375 11.71875 18.140625 8.90625 \r\n",
       "Q 21.296875 6.109375 26.703125 6.109375 \r\n",
       "Q 34.1875 6.109375 38.703125 11.40625 \r\n",
       "Q 43.21875 16.703125 43.21875 25.484375 \r\n",
       "L 43.21875 27.484375 \r\n",
       "z\r\n",
       "M 52.203125 31.203125 \r\n",
       "L 52.203125 0 \r\n",
       "L 43.21875 0 \r\n",
       "L 43.21875 8.296875 \r\n",
       "Q 40.140625 3.328125 35.546875 0.953125 \r\n",
       "Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
       "Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
       "Q 6 8.015625 6 15.921875 \r\n",
       "Q 6 25.140625 12.171875 29.828125 \r\n",
       "Q 18.359375 34.515625 30.609375 34.515625 \r\n",
       "L 43.21875 34.515625 \r\n",
       "L 43.21875 35.40625 \r\n",
       "Q 43.21875 41.609375 39.140625 45 \r\n",
       "Q 35.0625 48.390625 27.6875 48.390625 \r\n",
       "Q 23 48.390625 18.546875 47.265625 \r\n",
       "Q 14.109375 46.140625 10.015625 43.890625 \r\n",
       "L 10.015625 52.203125 \r\n",
       "Q 14.9375 54.109375 19.578125 55.046875 \r\n",
       "Q 24.21875 56 28.609375 56 \r\n",
       "Q 40.484375 56 46.34375 49.84375 \r\n",
       "Q 52.203125 43.703125 52.203125 31.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-97\"/>\r\n",
       "      <path d=\"M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-108\"/>\r\n",
       "      <path d=\"M 41.109375 46.296875 \r\n",
       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
       "Q 36.03125 48 33.890625 48 \r\n",
       "Q 26.265625 48 22.1875 43.046875 \r\n",
       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
       "Q 30.03125 56 36.53125 56 \r\n",
       "Q 37.453125 56 38.578125 55.875 \r\n",
       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-114\"/>\r\n",
       "      <path d=\"M 32.171875 -5.078125 \r\n",
       "Q 28.375 -14.84375 24.75 -17.8125 \r\n",
       "Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
       "L 7.90625 -20.796875 \r\n",
       "L 7.90625 -13.28125 \r\n",
       "L 13.1875 -13.28125 \r\n",
       "Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
       "Q 21 -9.765625 23.484375 -3.21875 \r\n",
       "L 25.09375 0.875 \r\n",
       "L 2.984375 54.6875 \r\n",
       "L 12.5 54.6875 \r\n",
       "L 29.59375 11.921875 \r\n",
       "L 46.6875 54.6875 \r\n",
       "L 56.203125 54.6875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-121\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(162.963281 252.916562)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"52.099609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"113.378906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "      <use x=\"141.162109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"202.441406\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      <use x=\"243.554688\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"ma42a0e8f76\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"10.7\" xlink:href=\"#ma42a0e8f76\" y=\"115.92\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_11\">\r\n",
       "    <path clip-path=\"url(#pd7d65df46f)\" d=\"M 47.310581 115.92 \r\n",
       "L 308.889419 115.92 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_12\">\r\n",
       "    <path clip-path=\"url(#pd7d65df46f)\" d=\"M 89.426709 115.92 \r\n",
       "L 201.287871 115.92 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 10.7 224.64 \r\n",
       "L 10.7 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path d=\"M 345.5 224.64 \r\n",
       "L 345.5 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 10.7 224.64 \r\n",
       "L 345.5 224.64 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 10.7 7.2 \r\n",
       "L 345.5 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_1\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 1.5 \r\n",
       "C 0.397805 1.5 0.77937 1.341951 1.06066 1.06066 \r\n",
       "C 1.341951 0.77937 1.5 0.397805 1.5 0 \r\n",
       "C 1.5 -0.397805 1.341951 -0.77937 1.06066 -1.06066 \r\n",
       "C 0.77937 -1.341951 0.397805 -1.5 0 -1.5 \r\n",
       "C -0.397805 -1.5 -0.77937 -1.341951 -1.06066 -1.06066 \r\n",
       "C -1.341951 -0.77937 -1.5 -0.397805 -1.5 0 \r\n",
       "C -1.5 0.397805 -1.341951 0.77937 -1.06066 1.06066 \r\n",
       "C -0.77937 1.341951 -0.397805 1.5 0 1.5 \r\n",
       "z\r\n",
       "\" id=\"m4224ca28ee\" style=\"stroke:#3f3f3f;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#pd7d65df46f)\">\r\n",
       "     <use style=\"fill:#ffffff;stroke:#3f3f3f;\" x=\"136.524355\" xlink:href=\"#m4224ca28ee\" y=\"115.92\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"pd7d65df46f\">\r\n",
       "   <rect height=\"217.44\" width=\"334.8\" x=\"10.7\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = sns.violinplot(x=\"salary\", data=salary, bw=.15)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
       "<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 401.690625 262.19625\" width=\"401.690625pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">\r\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
       "  </style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 262.19625 \r\n",
       "L 401.690625 262.19625 \r\n",
       "L 401.690625 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 59.690625 224.64 \r\n",
       "L 394.490625 224.64 \r\n",
       "L 394.490625 7.2 \r\n",
       "L 59.690625 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_1\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 99.88428 -87.253979 \r\n",
       "L 97.61697 -87.253979 \r\n",
       "L 97.431161 -87.883288 \r\n",
       "L 97.222675 -88.512596 \r\n",
       "L 96.990144 -89.141905 \r\n",
       "L 96.732349 -89.771213 \r\n",
       "L 96.448256 -90.400522 \r\n",
       "L 96.137055 -91.02983 \r\n",
       "L 95.798202 -91.659139 \r\n",
       "L 95.431447 -92.288447 \r\n",
       "L 95.036865 -92.917756 \r\n",
       "L 94.614879 -93.547064 \r\n",
       "L 94.166276 -94.176373 \r\n",
       "L 93.692213 -94.805681 \r\n",
       "L 93.194217 -95.43499 \r\n",
       "L 92.674169 -96.064298 \r\n",
       "L 92.13429 -96.693607 \r\n",
       "L 91.577105 -97.322915 \r\n",
       "L 91.005402 -97.952224 \r\n",
       "L 90.422189 -98.581532 \r\n",
       "L 89.830639 -99.210841 \r\n",
       "L 89.234027 -99.840149 \r\n",
       "L 88.635668 -100.469458 \r\n",
       "L 88.038859 -101.098766 \r\n",
       "L 87.446805 -101.728075 \r\n",
       "L 86.862567 -102.357383 \r\n",
       "L 86.289001 -102.986692 \r\n",
       "L 85.72871 -103.616 \r\n",
       "L 85.183999 -104.245309 \r\n",
       "L 84.656839 -104.874617 \r\n",
       "L 84.148847 -105.503926 \r\n",
       "L 83.661266 -106.133234 \r\n",
       "L 83.194962 -106.762543 \r\n",
       "L 82.750424 -107.391851 \r\n",
       "L 82.327784 -108.02116 \r\n",
       "L 81.92683 -108.650468 \r\n",
       "L 81.547041 -109.279777 \r\n",
       "L 81.187619 -109.909085 \r\n",
       "L 80.847531 -110.538394 \r\n",
       "L 80.525555 -111.167702 \r\n",
       "L 80.220327 -111.797011 \r\n",
       "L 79.930394 -112.426319 \r\n",
       "L 79.654266 -113.055627 \r\n",
       "L 79.390471 -113.684936 \r\n",
       "L 79.137612 -114.314244 \r\n",
       "L 78.894417 -114.943553 \r\n",
       "L 78.659794 -115.572861 \r\n",
       "L 78.432883 -116.20217 \r\n",
       "L 78.213104 -116.831478 \r\n",
       "L 78.000199 -117.460787 \r\n",
       "L 77.794272 -118.090095 \r\n",
       "L 77.595823 -118.719404 \r\n",
       "L 77.405767 -119.348712 \r\n",
       "L 77.225457 -119.978021 \r\n",
       "L 77.056682 -120.607329 \r\n",
       "L 76.901661 -121.236638 \r\n",
       "L 76.763021 -121.865946 \r\n",
       "L 76.643767 -122.495255 \r\n",
       "L 76.547226 -123.124563 \r\n",
       "L 76.476989 -123.753872 \r\n",
       "L 76.436831 -124.38318 \r\n",
       "L 76.430625 -125.012489 \r\n",
       "L 76.46224 -125.641797 \r\n",
       "L 76.535436 -126.271106 \r\n",
       "L 76.65375 -126.900414 \r\n",
       "L 76.820385 -127.529723 \r\n",
       "L 77.038098 -128.159031 \r\n",
       "L 77.309094 -128.78834 \r\n",
       "L 77.634933 -129.417648 \r\n",
       "L 78.016449 -130.046957 \r\n",
       "L 78.453686 -130.676265 \r\n",
       "L 78.945858 -131.305574 \r\n",
       "L 79.491322 -131.934882 \r\n",
       "L 80.087589 -132.564191 \r\n",
       "L 80.731342 -133.193499 \r\n",
       "L 81.418495 -133.822808 \r\n",
       "L 82.144259 -134.452116 \r\n",
       "L 82.903236 -135.081425 \r\n",
       "L 83.689531 -135.710733 \r\n",
       "L 84.496871 -136.340042 \r\n",
       "L 85.318736 -136.96935 \r\n",
       "L 86.148499 -137.598659 \r\n",
       "L 86.979556 -138.227967 \r\n",
       "L 87.805463 -138.857276 \r\n",
       "L 88.620055 -139.486584 \r\n",
       "L 89.41756 -140.115893 \r\n",
       "L 90.192695 -140.745201 \r\n",
       "L 90.940745 -141.37451 \r\n",
       "L 91.657621 -142.003818 \r\n",
       "L 92.339905 -142.633127 \r\n",
       "L 92.984871 -143.262435 \r\n",
       "L 93.590483 -143.891744 \r\n",
       "L 94.155387 -144.521052 \r\n",
       "L 94.678874 -145.150361 \r\n",
       "L 95.160843 -145.779669 \r\n",
       "L 95.601742 -146.408977 \r\n",
       "L 96.002507 -147.038286 \r\n",
       "L 96.364493 -147.667594 \r\n",
       "L 96.689406 -148.296903 \r\n",
       "L 96.979229 -148.926211 \r\n",
       "L 97.236155 -149.55552 \r\n",
       "L 100.265095 -149.55552 \r\n",
       "L 100.265095 -149.55552 \r\n",
       "L 100.522021 -148.926211 \r\n",
       "L 100.811844 -148.296903 \r\n",
       "L 101.136757 -147.667594 \r\n",
       "L 101.498743 -147.038286 \r\n",
       "L 101.899508 -146.408977 \r\n",
       "L 102.340407 -145.779669 \r\n",
       "L 102.822376 -145.150361 \r\n",
       "L 103.345863 -144.521052 \r\n",
       "L 103.910767 -143.891744 \r\n",
       "L 104.516379 -143.262435 \r\n",
       "L 105.161345 -142.633127 \r\n",
       "L 105.843629 -142.003818 \r\n",
       "L 106.560505 -141.37451 \r\n",
       "L 107.308555 -140.745201 \r\n",
       "L 108.08369 -140.115893 \r\n",
       "L 108.881195 -139.486584 \r\n",
       "L 109.695787 -138.857276 \r\n",
       "L 110.521694 -138.227967 \r\n",
       "L 111.352751 -137.598659 \r\n",
       "L 112.182514 -136.96935 \r\n",
       "L 113.004379 -136.340042 \r\n",
       "L 113.811719 -135.710733 \r\n",
       "L 114.598014 -135.081425 \r\n",
       "L 115.356991 -134.452116 \r\n",
       "L 116.082755 -133.822808 \r\n",
       "L 116.769908 -133.193499 \r\n",
       "L 117.413661 -132.564191 \r\n",
       "L 118.009928 -131.934882 \r\n",
       "L 118.555392 -131.305574 \r\n",
       "L 119.047564 -130.676265 \r\n",
       "L 119.484801 -130.046957 \r\n",
       "L 119.866317 -129.417648 \r\n",
       "L 120.192156 -128.78834 \r\n",
       "L 120.463152 -128.159031 \r\n",
       "L 120.680865 -127.529723 \r\n",
       "L 120.8475 -126.900414 \r\n",
       "L 120.965814 -126.271106 \r\n",
       "L 121.03901 -125.641797 \r\n",
       "L 121.070625 -125.012489 \r\n",
       "L 121.064419 -124.38318 \r\n",
       "L 121.024261 -123.753872 \r\n",
       "L 120.954024 -123.124563 \r\n",
       "L 120.857483 -122.495255 \r\n",
       "L 120.738229 -121.865946 \r\n",
       "L 120.599589 -121.236638 \r\n",
       "L 120.444568 -120.607329 \r\n",
       "L 120.275793 -119.978021 \r\n",
       "L 120.095483 -119.348712 \r\n",
       "L 119.905427 -118.719404 \r\n",
       "L 119.706978 -118.090095 \r\n",
       "L 119.501051 -117.460787 \r\n",
       "L 119.288146 -116.831478 \r\n",
       "L 119.068367 -116.20217 \r\n",
       "L 118.841456 -115.572861 \r\n",
       "L 118.606833 -114.943553 \r\n",
       "L 118.363638 -114.314244 \r\n",
       "L 118.110779 -113.684936 \r\n",
       "L 117.846984 -113.055627 \r\n",
       "L 117.570856 -112.426319 \r\n",
       "L 117.280923 -111.797011 \r\n",
       "L 116.975695 -111.167702 \r\n",
       "L 116.653719 -110.538394 \r\n",
       "L 116.313631 -109.909085 \r\n",
       "L 115.954209 -109.279777 \r\n",
       "L 115.57442 -108.650468 \r\n",
       "L 115.173466 -108.02116 \r\n",
       "L 114.750826 -107.391851 \r\n",
       "L 114.306288 -106.762543 \r\n",
       "L 113.839984 -106.133234 \r\n",
       "L 113.352403 -105.503926 \r\n",
       "L 112.844411 -104.874617 \r\n",
       "L 112.317251 -104.245309 \r\n",
       "L 111.77254 -103.616 \r\n",
       "L 111.212249 -102.986692 \r\n",
       "L 110.638683 -102.357383 \r\n",
       "L 110.054445 -101.728075 \r\n",
       "L 109.462391 -101.098766 \r\n",
       "L 108.865582 -100.469458 \r\n",
       "L 108.267223 -99.840149 \r\n",
       "L 107.670611 -99.210841 \r\n",
       "L 107.079061 -98.581532 \r\n",
       "L 106.495848 -97.952224 \r\n",
       "L 105.924145 -97.322915 \r\n",
       "L 105.36696 -96.693607 \r\n",
       "L 104.827081 -96.064298 \r\n",
       "L 104.307033 -95.43499 \r\n",
       "L 103.809037 -94.805681 \r\n",
       "L 103.334974 -94.176373 \r\n",
       "L 102.886371 -93.547064 \r\n",
       "L 102.464385 -92.917756 \r\n",
       "L 102.069803 -92.288447 \r\n",
       "L 101.703048 -91.659139 \r\n",
       "L 101.364195 -91.02983 \r\n",
       "L 101.052994 -90.400522 \r\n",
       "L 100.768901 -89.771213 \r\n",
       "L 100.511106 -89.141905 \r\n",
       "L 100.278575 -88.512596 \r\n",
       "L 100.070089 -87.883288 \r\n",
       "L 99.88428 -87.253979 \r\n",
       "z\r\n",
       "\" id=\"m20331472a6\" style=\"stroke:#3d3d3d;stroke-width:1.5;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#pa16668f595)\">\r\n",
       "     <use style=\"fill:#3274a1;stroke:#3d3d3d;stroke-width:1.5;\" x=\"0\" xlink:href=\"#m20331472a6\" y=\"262.19625\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_2\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 143.959948 -118.035678 \r\n",
       "L 142.821302 -118.035678 \r\n",
       "L 142.706365 -119.111521 \r\n",
       "L 142.573454 -120.187365 \r\n",
       "L 142.420878 -121.263208 \r\n",
       "L 142.247002 -122.339052 \r\n",
       "L 142.050295 -123.414895 \r\n",
       "L 141.829377 -124.490739 \r\n",
       "L 141.583073 -125.566583 \r\n",
       "L 141.31046 -126.642426 \r\n",
       "L 141.010922 -127.71827 \r\n",
       "L 140.684193 -128.794113 \r\n",
       "L 140.330401 -129.869957 \r\n",
       "L 139.950101 -130.945801 \r\n",
       "L 139.544298 -132.021644 \r\n",
       "L 139.114463 -133.097488 \r\n",
       "L 138.662532 -134.173331 \r\n",
       "L 138.190896 -135.249175 \r\n",
       "L 137.702372 -136.325018 \r\n",
       "L 137.200169 -137.400862 \r\n",
       "L 136.687834 -138.476706 \r\n",
       "L 136.169189 -139.552549 \r\n",
       "L 135.648256 -140.628393 \r\n",
       "L 135.129179 -141.704236 \r\n",
       "L 134.616137 -142.78008 \r\n",
       "L 134.113258 -143.855923 \r\n",
       "L 133.624527 -144.931767 \r\n",
       "L 133.153706 -146.007611 \r\n",
       "L 132.704255 -147.083454 \r\n",
       "L 132.279267 -148.159298 \r\n",
       "L 131.881408 -149.235141 \r\n",
       "L 131.51288 -150.310985 \r\n",
       "L 131.175388 -151.386829 \r\n",
       "L 130.870131 -152.462672 \r\n",
       "L 130.597806 -153.538516 \r\n",
       "L 130.358626 -154.614359 \r\n",
       "L 130.152352 -155.690203 \r\n",
       "L 129.978338 -156.766046 \r\n",
       "L 129.835585 -157.84189 \r\n",
       "L 129.722803 -158.917734 \r\n",
       "L 129.638474 -159.993577 \r\n",
       "L 129.580925 -161.069421 \r\n",
       "L 129.548386 -162.145264 \r\n",
       "L 129.53906 -163.221108 \r\n",
       "L 129.551175 -164.296952 \r\n",
       "L 129.583033 -165.372795 \r\n",
       "L 129.633049 -166.448639 \r\n",
       "L 129.699785 -167.524482 \r\n",
       "L 129.781965 -168.600326 \r\n",
       "L 129.878487 -169.676169 \r\n",
       "L 129.988426 -170.752013 \r\n",
       "L 130.111026 -171.827857 \r\n",
       "L 130.245689 -172.9037 \r\n",
       "L 130.391956 -173.979544 \r\n",
       "L 130.549486 -175.055387 \r\n",
       "L 130.718037 -176.131231 \r\n",
       "L 130.897442 -177.207075 \r\n",
       "L 131.087585 -178.282918 \r\n",
       "L 131.288389 -179.358762 \r\n",
       "L 131.499794 -180.434605 \r\n",
       "L 131.721745 -181.510449 \r\n",
       "L 131.954185 -182.586292 \r\n",
       "L 132.197043 -183.662136 \r\n",
       "L 132.450232 -184.73798 \r\n",
       "L 132.713641 -185.813823 \r\n",
       "L 132.987137 -186.889667 \r\n",
       "L 133.270552 -187.96551 \r\n",
       "L 133.563686 -189.041354 \r\n",
       "L 133.866293 -190.117198 \r\n",
       "L 134.178076 -191.193041 \r\n",
       "L 134.49867 -192.268885 \r\n",
       "L 134.827632 -193.344728 \r\n",
       "L 135.164425 -194.420572 \r\n",
       "L 135.508402 -195.496415 \r\n",
       "L 135.858792 -196.572259 \r\n",
       "L 136.214689 -197.648103 \r\n",
       "L 136.575042 -198.723946 \r\n",
       "L 136.938651 -199.79979 \r\n",
       "L 137.304172 -200.875633 \r\n",
       "L 137.670123 -201.951477 \r\n",
       "L 138.034904 -203.02732 \r\n",
       "L 138.396815 -204.103164 \r\n",
       "L 138.754089 -205.179008 \r\n",
       "L 139.104929 -206.254851 \r\n",
       "L 139.447541 -207.330695 \r\n",
       "L 139.780179 -208.406538 \r\n",
       "L 140.101186 -209.482382 \r\n",
       "L 140.409037 -210.558226 \r\n",
       "L 140.702369 -211.634069 \r\n",
       "L 140.980019 -212.709913 \r\n",
       "L 141.241045 -213.785756 \r\n",
       "L 141.484747 -214.8616 \r\n",
       "L 141.710675 -215.937443 \r\n",
       "L 141.918628 -217.013287 \r\n",
       "L 142.108651 -218.089131 \r\n",
       "L 142.281017 -219.164974 \r\n",
       "L 142.436212 -220.240818 \r\n",
       "L 142.574904 -221.316661 \r\n",
       "L 142.697918 -222.392505 \r\n",
       "L 142.8062 -223.468349 \r\n",
       "L 142.900792 -224.544192 \r\n",
       "L 143.880458 -224.544192 \r\n",
       "L 143.880458 -224.544192 \r\n",
       "L 143.97505 -223.468349 \r\n",
       "L 144.083332 -222.392505 \r\n",
       "L 144.206346 -221.316661 \r\n",
       "L 144.345038 -220.240818 \r\n",
       "L 144.500233 -219.164974 \r\n",
       "L 144.672599 -218.089131 \r\n",
       "L 144.862622 -217.013287 \r\n",
       "L 145.070575 -215.937443 \r\n",
       "L 145.296503 -214.8616 \r\n",
       "L 145.540205 -213.785756 \r\n",
       "L 145.801231 -212.709913 \r\n",
       "L 146.078881 -211.634069 \r\n",
       "L 146.372213 -210.558226 \r\n",
       "L 146.680064 -209.482382 \r\n",
       "L 147.001071 -208.406538 \r\n",
       "L 147.333709 -207.330695 \r\n",
       "L 147.676321 -206.254851 \r\n",
       "L 148.027161 -205.179008 \r\n",
       "L 148.384435 -204.103164 \r\n",
       "L 148.746346 -203.02732 \r\n",
       "L 149.111127 -201.951477 \r\n",
       "L 149.477078 -200.875633 \r\n",
       "L 149.842599 -199.79979 \r\n",
       "L 150.206208 -198.723946 \r\n",
       "L 150.566561 -197.648103 \r\n",
       "L 150.922458 -196.572259 \r\n",
       "L 151.272848 -195.496415 \r\n",
       "L 151.616825 -194.420572 \r\n",
       "L 151.953618 -193.344728 \r\n",
       "L 152.28258 -192.268885 \r\n",
       "L 152.603174 -191.193041 \r\n",
       "L 152.914957 -190.117198 \r\n",
       "L 153.217564 -189.041354 \r\n",
       "L 153.510698 -187.96551 \r\n",
       "L 153.794113 -186.889667 \r\n",
       "L 154.067609 -185.813823 \r\n",
       "L 154.331018 -184.73798 \r\n",
       "L 154.584207 -183.662136 \r\n",
       "L 154.827065 -182.586292 \r\n",
       "L 155.059505 -181.510449 \r\n",
       "L 155.281456 -180.434605 \r\n",
       "L 155.492861 -179.358762 \r\n",
       "L 155.693665 -178.282918 \r\n",
       "L 155.883808 -177.207075 \r\n",
       "L 156.063213 -176.131231 \r\n",
       "L 156.231764 -175.055387 \r\n",
       "L 156.389294 -173.979544 \r\n",
       "L 156.535561 -172.9037 \r\n",
       "L 156.670224 -171.827857 \r\n",
       "L 156.792824 -170.752013 \r\n",
       "L 156.902763 -169.676169 \r\n",
       "L 156.999285 -168.600326 \r\n",
       "L 157.081465 -167.524482 \r\n",
       "L 157.148201 -166.448639 \r\n",
       "L 157.198217 -165.372795 \r\n",
       "L 157.230075 -164.296952 \r\n",
       "L 157.24219 -163.221108 \r\n",
       "L 157.232864 -162.145264 \r\n",
       "L 157.200325 -161.069421 \r\n",
       "L 157.142776 -159.993577 \r\n",
       "L 157.058447 -158.917734 \r\n",
       "L 156.945665 -157.84189 \r\n",
       "L 156.802912 -156.766046 \r\n",
       "L 156.628898 -155.690203 \r\n",
       "L 156.422624 -154.614359 \r\n",
       "L 156.183444 -153.538516 \r\n",
       "L 155.911119 -152.462672 \r\n",
       "L 155.605862 -151.386829 \r\n",
       "L 155.26837 -150.310985 \r\n",
       "L 154.899842 -149.235141 \r\n",
       "L 154.501983 -148.159298 \r\n",
       "L 154.076995 -147.083454 \r\n",
       "L 153.627544 -146.007611 \r\n",
       "L 153.156723 -144.931767 \r\n",
       "L 152.667992 -143.855923 \r\n",
       "L 152.165113 -142.78008 \r\n",
       "L 151.652071 -141.704236 \r\n",
       "L 151.132994 -140.628393 \r\n",
       "L 150.612061 -139.552549 \r\n",
       "L 150.093416 -138.476706 \r\n",
       "L 149.581081 -137.400862 \r\n",
       "L 149.078878 -136.325018 \r\n",
       "L 148.590354 -135.249175 \r\n",
       "L 148.118718 -134.173331 \r\n",
       "L 147.666787 -133.097488 \r\n",
       "L 147.236952 -132.021644 \r\n",
       "L 146.831149 -130.945801 \r\n",
       "L 146.450849 -129.869957 \r\n",
       "L 146.097057 -128.794113 \r\n",
       "L 145.770328 -127.71827 \r\n",
       "L 145.47079 -126.642426 \r\n",
       "L 145.198177 -125.566583 \r\n",
       "L 144.951873 -124.490739 \r\n",
       "L 144.730955 -123.414895 \r\n",
       "L 144.534248 -122.339052 \r\n",
       "L 144.360372 -121.263208 \r\n",
       "L 144.207796 -120.187365 \r\n",
       "L 144.074885 -119.111521 \r\n",
       "L 143.959948 -118.035678 \r\n",
       "z\r\n",
       "\" id=\"m0e581bf041\" style=\"stroke:#3d3d3d;stroke-width:1.5;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#pa16668f595)\">\r\n",
       "     <use style=\"fill:#e1812c;stroke:#3d3d3d;stroke-width:1.5;\" x=\"0\" xlink:href=\"#m0e581bf041\" y=\"262.19625\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_3\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 188.75473 -132.355499 \r\n",
       "L 187.30652 -132.355499 \r\n",
       "L 187.172628 -133.49446 \r\n",
       "L 187.020092 -134.63342 \r\n",
       "L 186.847558 -135.772381 \r\n",
       "L 186.653802 -136.911342 \r\n",
       "L 186.437785 -138.050303 \r\n",
       "L 186.198691 -139.189263 \r\n",
       "L 185.935981 -140.328224 \r\n",
       "L 185.649434 -141.467185 \r\n",
       "L 185.339187 -142.606146 \r\n",
       "L 185.005765 -143.745106 \r\n",
       "L 184.650108 -144.884067 \r\n",
       "L 184.273577 -146.023028 \r\n",
       "L 183.877961 -147.161989 \r\n",
       "L 183.46546 -148.300949 \r\n",
       "L 183.038659 -149.43991 \r\n",
       "L 182.600493 -150.578871 \r\n",
       "L 182.154189 -151.717832 \r\n",
       "L 181.703208 -152.856792 \r\n",
       "L 181.251172 -153.995753 \r\n",
       "L 180.801784 -155.134714 \r\n",
       "L 180.358748 -156.273675 \r\n",
       "L 179.925682 -157.412635 \r\n",
       "L 179.50604 -158.551596 \r\n",
       "L 179.103034 -159.690557 \r\n",
       "L 178.719566 -160.829518 \r\n",
       "L 178.35817 -161.968479 \r\n",
       "L 178.020966 -163.107439 \r\n",
       "L 177.709625 -164.2464 \r\n",
       "L 177.425354 -165.385361 \r\n",
       "L 177.168888 -166.524322 \r\n",
       "L 176.940501 -167.663282 \r\n",
       "L 176.740026 -168.802243 \r\n",
       "L 176.566887 -169.941204 \r\n",
       "L 176.420142 -171.080165 \r\n",
       "L 176.29853 -172.219125 \r\n",
       "L 176.200527 -173.358086 \r\n",
       "L 176.124401 -174.497047 \r\n",
       "L 176.068273 -175.636008 \r\n",
       "L 176.030176 -176.774968 \r\n",
       "L 176.008109 -177.913929 \r\n",
       "L 176.000094 -179.05289 \r\n",
       "L 176.004225 -180.191851 \r\n",
       "L 176.018713 -181.330811 \r\n",
       "L 176.041931 -182.469772 \r\n",
       "L 176.072444 -183.608733 \r\n",
       "L 176.109039 -184.747694 \r\n",
       "L 176.15075 -185.886654 \r\n",
       "L 176.196874 -187.025615 \r\n",
       "L 176.246977 -188.164576 \r\n",
       "L 176.300901 -189.303537 \r\n",
       "L 176.358754 -190.442497 \r\n",
       "L 176.420905 -191.581458 \r\n",
       "L 176.48796 -192.720419 \r\n",
       "L 176.56074 -193.85938 \r\n",
       "L 176.640251 -194.99834 \r\n",
       "L 176.727645 -196.137301 \r\n",
       "L 176.824183 -197.276262 \r\n",
       "L 176.931192 -198.415223 \r\n",
       "L 177.050015 -199.554183 \r\n",
       "L 177.181971 -200.693144 \r\n",
       "L 177.328306 -201.832105 \r\n",
       "L 177.49015 -202.971066 \r\n",
       "L 177.668475 -204.110026 \r\n",
       "L 177.864062 -205.248987 \r\n",
       "L 178.077465 -206.387948 \r\n",
       "L 178.308988 -207.526909 \r\n",
       "L 178.558665 -208.665869 \r\n",
       "L 178.826246 -209.80483 \r\n",
       "L 179.111194 -210.943791 \r\n",
       "L 179.412683 -212.082752 \r\n",
       "L 179.729609 -213.221712 \r\n",
       "L 180.060601 -214.360673 \r\n",
       "L 180.404046 -215.499634 \r\n",
       "L 180.758113 -216.638595 \r\n",
       "L 181.120784 -217.777556 \r\n",
       "L 181.489893 -218.916516 \r\n",
       "L 181.86316 -220.055477 \r\n",
       "L 182.238235 -221.194438 \r\n",
       "L 182.61274 -222.333399 \r\n",
       "L 182.984316 -223.472359 \r\n",
       "L 183.350658 -224.61132 \r\n",
       "L 183.709563 -225.750281 \r\n",
       "L 184.058964 -226.889242 \r\n",
       "L 184.396963 -228.028202 \r\n",
       "L 184.721864 -229.167163 \r\n",
       "L 185.032193 -230.306124 \r\n",
       "L 185.326721 -231.445085 \r\n",
       "L 185.604467 -232.584045 \r\n",
       "L 185.864713 -233.723006 \r\n",
       "L 186.106996 -234.861967 \r\n",
       "L 186.331101 -236.000928 \r\n",
       "L 186.537052 -237.139888 \r\n",
       "L 186.725092 -238.278849 \r\n",
       "L 186.895661 -239.41781 \r\n",
       "L 187.04937 -240.556771 \r\n",
       "L 187.186979 -241.695731 \r\n",
       "L 187.309365 -242.834692 \r\n",
       "L 187.417494 -243.973653 \r\n",
       "L 187.512396 -245.112614 \r\n",
       "L 188.548854 -245.112614 \r\n",
       "L 188.548854 -245.112614 \r\n",
       "L 188.643756 -243.973653 \r\n",
       "L 188.751885 -242.834692 \r\n",
       "L 188.874271 -241.695731 \r\n",
       "L 189.01188 -240.556771 \r\n",
       "L 189.165589 -239.41781 \r\n",
       "L 189.336158 -238.278849 \r\n",
       "L 189.524198 -237.139888 \r\n",
       "L 189.730149 -236.000928 \r\n",
       "L 189.954254 -234.861967 \r\n",
       "L 190.196537 -233.723006 \r\n",
       "L 190.456783 -232.584045 \r\n",
       "L 190.734529 -231.445085 \r\n",
       "L 191.029057 -230.306124 \r\n",
       "L 191.339386 -229.167163 \r\n",
       "L 191.664287 -228.028202 \r\n",
       "L 192.002286 -226.889242 \r\n",
       "L 192.351687 -225.750281 \r\n",
       "L 192.710592 -224.61132 \r\n",
       "L 193.076934 -223.472359 \r\n",
       "L 193.44851 -222.333399 \r\n",
       "L 193.823015 -221.194438 \r\n",
       "L 194.19809 -220.055477 \r\n",
       "L 194.571357 -218.916516 \r\n",
       "L 194.940466 -217.777556 \r\n",
       "L 195.303137 -216.638595 \r\n",
       "L 195.657204 -215.499634 \r\n",
       "L 196.000649 -214.360673 \r\n",
       "L 196.331641 -213.221712 \r\n",
       "L 196.648567 -212.082752 \r\n",
       "L 196.950056 -210.943791 \r\n",
       "L 197.235004 -209.80483 \r\n",
       "L 197.502585 -208.665869 \r\n",
       "L 197.752262 -207.526909 \r\n",
       "L 197.983785 -206.387948 \r\n",
       "L 198.197188 -205.248987 \r\n",
       "L 198.392775 -204.110026 \r\n",
       "L 198.5711 -202.971066 \r\n",
       "L 198.732944 -201.832105 \r\n",
       "L 198.879279 -200.693144 \r\n",
       "L 199.011235 -199.554183 \r\n",
       "L 199.130058 -198.415223 \r\n",
       "L 199.237067 -197.276262 \r\n",
       "L 199.333605 -196.137301 \r\n",
       "L 199.420999 -194.99834 \r\n",
       "L 199.50051 -193.85938 \r\n",
       "L 199.57329 -192.720419 \r\n",
       "L 199.640345 -191.581458 \r\n",
       "L 199.702496 -190.442497 \r\n",
       "L 199.760349 -189.303537 \r\n",
       "L 199.814273 -188.164576 \r\n",
       "L 199.864376 -187.025615 \r\n",
       "L 199.9105 -185.886654 \r\n",
       "L 199.952211 -184.747694 \r\n",
       "L 199.988806 -183.608733 \r\n",
       "L 200.019319 -182.469772 \r\n",
       "L 200.042537 -181.330811 \r\n",
       "L 200.057025 -180.191851 \r\n",
       "L 200.061156 -179.05289 \r\n",
       "L 200.053141 -177.913929 \r\n",
       "L 200.031074 -176.774968 \r\n",
       "L 199.992977 -175.636008 \r\n",
       "L 199.936849 -174.497047 \r\n",
       "L 199.860723 -173.358086 \r\n",
       "L 199.76272 -172.219125 \r\n",
       "L 199.641108 -171.080165 \r\n",
       "L 199.494363 -169.941204 \r\n",
       "L 199.321224 -168.802243 \r\n",
       "L 199.120749 -167.663282 \r\n",
       "L 198.892362 -166.524322 \r\n",
       "L 198.635896 -165.385361 \r\n",
       "L 198.351625 -164.2464 \r\n",
       "L 198.040284 -163.107439 \r\n",
       "L 197.70308 -161.968479 \r\n",
       "L 197.341684 -160.829518 \r\n",
       "L 196.958216 -159.690557 \r\n",
       "L 196.55521 -158.551596 \r\n",
       "L 196.135568 -157.412635 \r\n",
       "L 195.702502 -156.273675 \r\n",
       "L 195.259466 -155.134714 \r\n",
       "L 194.810078 -153.995753 \r\n",
       "L 194.358042 -152.856792 \r\n",
       "L 193.907061 -151.717832 \r\n",
       "L 193.460757 -150.578871 \r\n",
       "L 193.022591 -149.43991 \r\n",
       "L 192.59579 -148.300949 \r\n",
       "L 192.183289 -147.161989 \r\n",
       "L 191.787673 -146.023028 \r\n",
       "L 191.411142 -144.884067 \r\n",
       "L 191.055485 -143.745106 \r\n",
       "L 190.722063 -142.606146 \r\n",
       "L 190.411816 -141.467185 \r\n",
       "L 190.125269 -140.328224 \r\n",
       "L 189.862559 -139.189263 \r\n",
       "L 189.623465 -138.050303 \r\n",
       "L 189.407448 -136.911342 \r\n",
       "L 189.213692 -135.772381 \r\n",
       "L 189.041158 -134.63342 \r\n",
       "L 188.888622 -133.49446 \r\n",
       "L 188.75473 -132.355499 \r\n",
       "z\r\n",
       "\" id=\"m85feb2b08e\" style=\"stroke:#3d3d3d;stroke-width:1.5;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#pa16668f595)\">\r\n",
       "     <use style=\"fill:#3a923a;stroke:#3d3d3d;stroke-width:1.5;\" x=\"0\" xlink:href=\"#m85feb2b08e\" y=\"262.19625\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_4\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 266.444636 -47.439886 \r\n",
       "L 265.856614 -47.439886 \r\n",
       "L 265.794931 -48.759475 \r\n",
       "L 265.723311 -50.079063 \r\n",
       "L 265.640829 -51.398652 \r\n",
       "L 265.546611 -52.718241 \r\n",
       "L 265.439861 -54.037829 \r\n",
       "L 265.319902 -55.357418 \r\n",
       "L 265.186196 -56.677006 \r\n",
       "L 265.038389 -57.996595 \r\n",
       "L 264.876327 -59.316183 \r\n",
       "L 264.700092 -60.635772 \r\n",
       "L 264.510011 -61.955361 \r\n",
       "L 264.306676 -63.274949 \r\n",
       "L 264.090941 -64.594538 \r\n",
       "L 263.863918 -65.914126 \r\n",
       "L 263.626963 -67.233715 \r\n",
       "L 263.381648 -68.553303 \r\n",
       "L 263.129728 -69.872892 \r\n",
       "L 262.873102 -71.192481 \r\n",
       "L 262.613758 -72.512069 \r\n",
       "L 262.353729 -73.831658 \r\n",
       "L 262.095034 -75.151246 \r\n",
       "L 261.839627 -76.470835 \r\n",
       "L 261.589351 -77.790423 \r\n",
       "L 261.345891 -79.110012 \r\n",
       "L 261.110742 -80.429601 \r\n",
       "L 260.885184 -81.749189 \r\n",
       "L 260.67027 -83.068778 \r\n",
       "L 260.466825 -84.388366 \r\n",
       "L 260.275454 -85.707955 \r\n",
       "L 260.096564 -87.027543 \r\n",
       "L 259.930391 -88.347132 \r\n",
       "L 259.77704 -89.666721 \r\n",
       "L 259.636517 -90.986309 \r\n",
       "L 259.508778 -92.305898 \r\n",
       "L 259.393759 -93.625486 \r\n",
       "L 259.291418 -94.945075 \r\n",
       "L 259.201755 -96.264663 \r\n",
       "L 259.124832 -97.584252 \r\n",
       "L 259.060784 -98.90384 \r\n",
       "L 259.009813 -100.223429 \r\n",
       "L 258.97218 -101.543018 \r\n",
       "L 258.948179 -102.862606 \r\n",
       "L 258.938114 -104.182195 \r\n",
       "L 258.942261 -105.501783 \r\n",
       "L 258.960837 -106.821372 \r\n",
       "L 258.993961 -108.14096 \r\n",
       "L 259.041623 -109.460549 \r\n",
       "L 259.103659 -110.780138 \r\n",
       "L 259.179728 -112.099726 \r\n",
       "L 259.269306 -113.419315 \r\n",
       "L 259.371678 -114.738903 \r\n",
       "L 259.485956 -116.058492 \r\n",
       "L 259.61109 -117.37808 \r\n",
       "L 259.745901 -118.697669 \r\n",
       "L 259.889109 -120.017258 \r\n",
       "L 260.039378 -121.336846 \r\n",
       "L 260.195356 -122.656435 \r\n",
       "L 260.355716 -123.976023 \r\n",
       "L 260.519198 -125.295612 \r\n",
       "L 260.684646 -126.6152 \r\n",
       "L 260.85104 -127.934789 \r\n",
       "L 261.01752 -129.254378 \r\n",
       "L 261.183402 -130.573966 \r\n",
       "L 261.348186 -131.893555 \r\n",
       "L 261.511553 -133.213143 \r\n",
       "L 261.673359 -134.532732 \r\n",
       "L 261.833616 -135.85232 \r\n",
       "L 261.992466 -137.171909 \r\n",
       "L 262.150154 -138.491498 \r\n",
       "L 262.306993 -139.811086 \r\n",
       "L 262.46333 -141.130675 \r\n",
       "L 262.619511 -142.450263 \r\n",
       "L 262.775843 -143.769852 \r\n",
       "L 262.93257 -145.08944 \r\n",
       "L 263.08984 -146.409029 \r\n",
       "L 263.247686 -147.728617 \r\n",
       "L 263.406014 -149.048206 \r\n",
       "L 263.564597 -150.367795 \r\n",
       "L 263.723072 -151.687383 \r\n",
       "L 263.880948 -153.006972 \r\n",
       "L 264.037626 -154.32656 \r\n",
       "L 264.192413 -155.646149 \r\n",
       "L 264.344549 -156.965737 \r\n",
       "L 264.493235 -158.285326 \r\n",
       "L 264.637662 -159.604915 \r\n",
       "L 264.77704 -160.924503 \r\n",
       "L 264.910627 -162.244092 \r\n",
       "L 265.037751 -163.56368 \r\n",
       "L 265.157836 -164.883269 \r\n",
       "L 265.270416 -166.202857 \r\n",
       "L 265.375145 -167.522446 \r\n",
       "L 265.471807 -168.842035 \r\n",
       "L 265.560313 -170.161623 \r\n",
       "L 265.6407 -171.481212 \r\n",
       "L 265.713119 -172.8008 \r\n",
       "L 265.777827 -174.120389 \r\n",
       "L 265.83517 -175.439977 \r\n",
       "L 265.885567 -176.759566 \r\n",
       "L 265.929492 -178.079155 \r\n",
       "L 266.371758 -178.079155 \r\n",
       "L 266.371758 -178.079155 \r\n",
       "L 266.415683 -176.759566 \r\n",
       "L 266.46608 -175.439977 \r\n",
       "L 266.523423 -174.120389 \r\n",
       "L 266.588131 -172.8008 \r\n",
       "L 266.66055 -171.481212 \r\n",
       "L 266.740937 -170.161623 \r\n",
       "L 266.829443 -168.842035 \r\n",
       "L 266.926105 -167.522446 \r\n",
       "L 267.030834 -166.202857 \r\n",
       "L 267.143414 -164.883269 \r\n",
       "L 267.263499 -163.56368 \r\n",
       "L 267.390623 -162.244092 \r\n",
       "L 267.52421 -160.924503 \r\n",
       "L 267.663588 -159.604915 \r\n",
       "L 267.808015 -158.285326 \r\n",
       "L 267.956701 -156.965737 \r\n",
       "L 268.108837 -155.646149 \r\n",
       "L 268.263624 -154.32656 \r\n",
       "L 268.420302 -153.006972 \r\n",
       "L 268.578178 -151.687383 \r\n",
       "L 268.736653 -150.367795 \r\n",
       "L 268.895236 -149.048206 \r\n",
       "L 269.053564 -147.728617 \r\n",
       "L 269.21141 -146.409029 \r\n",
       "L 269.36868 -145.08944 \r\n",
       "L 269.525407 -143.769852 \r\n",
       "L 269.681739 -142.450263 \r\n",
       "L 269.83792 -141.130675 \r\n",
       "L 269.994257 -139.811086 \r\n",
       "L 270.151096 -138.491498 \r\n",
       "L 270.308784 -137.171909 \r\n",
       "L 270.467634 -135.85232 \r\n",
       "L 270.627891 -134.532732 \r\n",
       "L 270.789697 -133.213143 \r\n",
       "L 270.953064 -131.893555 \r\n",
       "L 271.117848 -130.573966 \r\n",
       "L 271.28373 -129.254378 \r\n",
       "L 271.45021 -127.934789 \r\n",
       "L 271.616604 -126.6152 \r\n",
       "L 271.782052 -125.295612 \r\n",
       "L 271.945534 -123.976023 \r\n",
       "L 272.105894 -122.656435 \r\n",
       "L 272.261872 -121.336846 \r\n",
       "L 272.412141 -120.017258 \r\n",
       "L 272.555349 -118.697669 \r\n",
       "L 272.69016 -117.37808 \r\n",
       "L 272.815294 -116.058492 \r\n",
       "L 272.929572 -114.738903 \r\n",
       "L 273.031944 -113.419315 \r\n",
       "L 273.121522 -112.099726 \r\n",
       "L 273.197591 -110.780138 \r\n",
       "L 273.259627 -109.460549 \r\n",
       "L 273.307289 -108.14096 \r\n",
       "L 273.340413 -106.821372 \r\n",
       "L 273.358989 -105.501783 \r\n",
       "L 273.363136 -104.182195 \r\n",
       "L 273.353071 -102.862606 \r\n",
       "L 273.32907 -101.543018 \r\n",
       "L 273.291437 -100.223429 \r\n",
       "L 273.240466 -98.90384 \r\n",
       "L 273.176418 -97.584252 \r\n",
       "L 273.099495 -96.264663 \r\n",
       "L 273.009832 -94.945075 \r\n",
       "L 272.907491 -93.625486 \r\n",
       "L 272.792472 -92.305898 \r\n",
       "L 272.664733 -90.986309 \r\n",
       "L 272.52421 -89.666721 \r\n",
       "L 272.370859 -88.347132 \r\n",
       "L 272.204686 -87.027543 \r\n",
       "L 272.025796 -85.707955 \r\n",
       "L 271.834425 -84.388366 \r\n",
       "L 271.63098 -83.068778 \r\n",
       "L 271.416066 -81.749189 \r\n",
       "L 271.190508 -80.429601 \r\n",
       "L 270.955359 -79.110012 \r\n",
       "L 270.711899 -77.790423 \r\n",
       "L 270.461623 -76.470835 \r\n",
       "L 270.206216 -75.151246 \r\n",
       "L 269.947521 -73.831658 \r\n",
       "L 269.687492 -72.512069 \r\n",
       "L 269.428148 -71.192481 \r\n",
       "L 269.171522 -69.872892 \r\n",
       "L 268.919602 -68.553303 \r\n",
       "L 268.674287 -67.233715 \r\n",
       "L 268.437332 -65.914126 \r\n",
       "L 268.210309 -64.594538 \r\n",
       "L 267.994574 -63.274949 \r\n",
       "L 267.791239 -61.955361 \r\n",
       "L 267.601158 -60.635772 \r\n",
       "L 267.424923 -59.316183 \r\n",
       "L 267.262861 -57.996595 \r\n",
       "L 267.115054 -56.677006 \r\n",
       "L 266.981348 -55.357418 \r\n",
       "L 266.861389 -54.037829 \r\n",
       "L 266.754639 -52.718241 \r\n",
       "L 266.660421 -51.398652 \r\n",
       "L 266.577939 -50.079063 \r\n",
       "L 266.506319 -48.759475 \r\n",
       "L 266.444636 -47.439886 \r\n",
       "z\r\n",
       "\" id=\"m1ad5a11e83\" style=\"stroke:#3d3d3d;stroke-width:1.5;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#pa16668f595)\">\r\n",
       "     <use style=\"fill:#3274a1;stroke:#3d3d3d;stroke-width:1.5;\" x=\"0\" xlink:href=\"#m1ad5a11e83\" y=\"262.19625\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_5\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 312.542504 -75.166188 \r\n",
       "L 309.038746 -75.166188 \r\n",
       "L 308.751627 -75.550989 \r\n",
       "L 308.429022 -75.935789 \r\n",
       "L 308.068679 -76.320589 \r\n",
       "L 307.668576 -76.705389 \r\n",
       "L 307.22699 -77.090189 \r\n",
       "L 306.742576 -77.474989 \r\n",
       "L 306.214442 -77.859789 \r\n",
       "L 305.642221 -78.244589 \r\n",
       "L 305.026144 -78.629389 \r\n",
       "L 304.3671 -79.014189 \r\n",
       "L 303.666692 -79.398989 \r\n",
       "L 302.927273 -79.783789 \r\n",
       "L 302.151979 -80.168589 \r\n",
       "L 301.344732 -80.55339 \r\n",
       "L 300.510232 -80.93819 \r\n",
       "L 299.653924 -81.32299 \r\n",
       "L 298.78195 -81.70779 \r\n",
       "L 297.901069 -82.09259 \r\n",
       "L 297.018566 -82.47739 \r\n",
       "L 296.142138 -82.86219 \r\n",
       "L 295.279757 -83.24699 \r\n",
       "L 294.439526 -83.63179 \r\n",
       "L 293.629519 -84.01659 \r\n",
       "L 292.857614 -84.40139 \r\n",
       "L 292.131325 -84.78619 \r\n",
       "L 291.457631 -85.170991 \r\n",
       "L 290.842822 -85.555791 \r\n",
       "L 290.292341 -85.940591 \r\n",
       "L 289.810661 -86.325391 \r\n",
       "L 289.401168 -86.710191 \r\n",
       "L 289.066077 -87.094991 \r\n",
       "L 288.806372 -87.479791 \r\n",
       "L 288.621781 -87.864591 \r\n",
       "L 288.51078 -88.249391 \r\n",
       "L 288.470625 -88.634191 \r\n",
       "L 288.497428 -89.018991 \r\n",
       "L 288.586248 -89.403791 \r\n",
       "L 288.731225 -89.788592 \r\n",
       "L 288.925725 -90.173392 \r\n",
       "L 289.162514 -90.558192 \r\n",
       "L 289.433942 -90.942992 \r\n",
       "L 289.732145 -91.327792 \r\n",
       "L 290.04924 -91.712592 \r\n",
       "L 290.377528 -92.097392 \r\n",
       "L 290.709685 -92.482192 \r\n",
       "L 291.03894 -92.866992 \r\n",
       "L 291.359243 -93.251792 \r\n",
       "L 291.665396 -93.636592 \r\n",
       "L 291.953174 -94.021392 \r\n",
       "L 292.219405 -94.406193 \r\n",
       "L 292.462024 -94.790993 \r\n",
       "L 292.680094 -95.175793 \r\n",
       "L 292.873792 -95.560593 \r\n",
       "L 293.04437 -95.945393 \r\n",
       "L 293.194078 -96.330193 \r\n",
       "L 293.326065 -96.714993 \r\n",
       "L 293.444257 -97.099793 \r\n",
       "L 293.553211 -97.484593 \r\n",
       "L 293.65796 -97.869393 \r\n",
       "L 293.763843 -98.254193 \r\n",
       "L 293.876339 -98.638993 \r\n",
       "L 294.00089 -99.023793 \r\n",
       "L 294.14274 -99.408594 \r\n",
       "L 294.306779 -99.793394 \r\n",
       "L 294.497407 -100.178194 \r\n",
       "L 294.718408 -100.562994 \r\n",
       "L 294.972857 -100.947794 \r\n",
       "L 295.263041 -101.332594 \r\n",
       "L 295.590407 -101.717394 \r\n",
       "L 295.955542 -102.102194 \r\n",
       "L 296.35817 -102.486994 \r\n",
       "L 296.797178 -102.871794 \r\n",
       "L 297.270661 -103.256594 \r\n",
       "L 297.775991 -103.641394 \r\n",
       "L 298.309898 -104.026195 \r\n",
       "L 298.86857 -104.410995 \r\n",
       "L 299.447757 -104.795795 \r\n",
       "L 300.042886 -105.180595 \r\n",
       "L 300.649175 -105.565395 \r\n",
       "L 301.261751 -105.950195 \r\n",
       "L 301.875757 -106.334995 \r\n",
       "L 302.486456 -106.719795 \r\n",
       "L 303.089328 -107.104595 \r\n",
       "L 303.680146 -107.489395 \r\n",
       "L 304.255051 -107.874195 \r\n",
       "L 304.810602 -108.258995 \r\n",
       "L 305.343819 -108.643796 \r\n",
       "L 305.852205 -109.028596 \r\n",
       "L 306.333763 -109.413396 \r\n",
       "L 306.786989 -109.798196 \r\n",
       "L 307.210866 -110.182996 \r\n",
       "L 307.604831 -110.567796 \r\n",
       "L 307.968754 -110.952596 \r\n",
       "L 308.302889 -111.337396 \r\n",
       "L 308.60784 -111.722196 \r\n",
       "L 308.884506 -112.106996 \r\n",
       "L 309.134038 -112.491796 \r\n",
       "L 309.357786 -112.876596 \r\n",
       "L 309.557257 -113.261396 \r\n",
       "L 312.023993 -113.261396 \r\n",
       "L 312.023993 -113.261396 \r\n",
       "L 312.223464 -112.876596 \r\n",
       "L 312.447212 -112.491796 \r\n",
       "L 312.696744 -112.106996 \r\n",
       "L 312.97341 -111.722196 \r\n",
       "L 313.278361 -111.337396 \r\n",
       "L 313.612496 -110.952596 \r\n",
       "L 313.976419 -110.567796 \r\n",
       "L 314.370384 -110.182996 \r\n",
       "L 314.794261 -109.798196 \r\n",
       "L 315.247487 -109.413396 \r\n",
       "L 315.729045 -109.028596 \r\n",
       "L 316.237431 -108.643796 \r\n",
       "L 316.770648 -108.258995 \r\n",
       "L 317.326199 -107.874195 \r\n",
       "L 317.901104 -107.489395 \r\n",
       "L 318.491922 -107.104595 \r\n",
       "L 319.094794 -106.719795 \r\n",
       "L 319.705493 -106.334995 \r\n",
       "L 320.319499 -105.950195 \r\n",
       "L 320.932075 -105.565395 \r\n",
       "L 321.538364 -105.180595 \r\n",
       "L 322.133493 -104.795795 \r\n",
       "L 322.71268 -104.410995 \r\n",
       "L 323.271352 -104.026195 \r\n",
       "L 323.805259 -103.641394 \r\n",
       "L 324.310589 -103.256594 \r\n",
       "L 324.784072 -102.871794 \r\n",
       "L 325.22308 -102.486994 \r\n",
       "L 325.625708 -102.102194 \r\n",
       "L 325.990843 -101.717394 \r\n",
       "L 326.318209 -101.332594 \r\n",
       "L 326.608393 -100.947794 \r\n",
       "L 326.862842 -100.562994 \r\n",
       "L 327.083843 -100.178194 \r\n",
       "L 327.274471 -99.793394 \r\n",
       "L 327.43851 -99.408594 \r\n",
       "L 327.58036 -99.023793 \r\n",
       "L 327.704911 -98.638993 \r\n",
       "L 327.817407 -98.254193 \r\n",
       "L 327.92329 -97.869393 \r\n",
       "L 328.028039 -97.484593 \r\n",
       "L 328.136993 -97.099793 \r\n",
       "L 328.255185 -96.714993 \r\n",
       "L 328.387172 -96.330193 \r\n",
       "L 328.53688 -95.945393 \r\n",
       "L 328.707458 -95.560593 \r\n",
       "L 328.901156 -95.175793 \r\n",
       "L 329.119226 -94.790993 \r\n",
       "L 329.361845 -94.406193 \r\n",
       "L 329.628076 -94.021392 \r\n",
       "L 329.915854 -93.636592 \r\n",
       "L 330.222007 -93.251792 \r\n",
       "L 330.54231 -92.866992 \r\n",
       "L 330.871565 -92.482192 \r\n",
       "L 331.203722 -92.097392 \r\n",
       "L 331.53201 -91.712592 \r\n",
       "L 331.849105 -91.327792 \r\n",
       "L 332.147308 -90.942992 \r\n",
       "L 332.418736 -90.558192 \r\n",
       "L 332.655525 -90.173392 \r\n",
       "L 332.850025 -89.788592 \r\n",
       "L 332.995002 -89.403791 \r\n",
       "L 333.083822 -89.018991 \r\n",
       "L 333.110625 -88.634191 \r\n",
       "L 333.07047 -88.249391 \r\n",
       "L 332.959469 -87.864591 \r\n",
       "L 332.774878 -87.479791 \r\n",
       "L 332.515173 -87.094991 \r\n",
       "L 332.180082 -86.710191 \r\n",
       "L 331.770589 -86.325391 \r\n",
       "L 331.288909 -85.940591 \r\n",
       "L 330.738428 -85.555791 \r\n",
       "L 330.123619 -85.170991 \r\n",
       "L 329.449925 -84.78619 \r\n",
       "L 328.723636 -84.40139 \r\n",
       "L 327.951731 -84.01659 \r\n",
       "L 327.141724 -83.63179 \r\n",
       "L 326.301493 -83.24699 \r\n",
       "L 325.439112 -82.86219 \r\n",
       "L 324.562684 -82.47739 \r\n",
       "L 323.680181 -82.09259 \r\n",
       "L 322.7993 -81.70779 \r\n",
       "L 321.927326 -81.32299 \r\n",
       "L 321.071018 -80.93819 \r\n",
       "L 320.236518 -80.55339 \r\n",
       "L 319.429271 -80.168589 \r\n",
       "L 318.653977 -79.783789 \r\n",
       "L 317.914558 -79.398989 \r\n",
       "L 317.21415 -79.014189 \r\n",
       "L 316.555106 -78.629389 \r\n",
       "L 315.939029 -78.244589 \r\n",
       "L 315.366808 -77.859789 \r\n",
       "L 314.838674 -77.474989 \r\n",
       "L 314.35426 -77.090189 \r\n",
       "L 313.912674 -76.705389 \r\n",
       "L 313.512571 -76.320589 \r\n",
       "L 313.152228 -75.935789 \r\n",
       "L 312.829623 -75.550989 \r\n",
       "L 312.542504 -75.166188 \r\n",
       "z\r\n",
       "\" id=\"m46eb0cf87f\" style=\"stroke:#3d3d3d;stroke-width:1.5;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#pa16668f595)\">\r\n",
       "     <use style=\"fill:#e1812c;stroke:#3d3d3d;stroke-width:1.5;\" x=\"0\" xlink:href=\"#m46eb0cf87f\" y=\"262.19625\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_6\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 355.754613 -55.807535 \r\n",
       "L 355.106637 -55.807535 \r\n",
       "L 355.037557 -57.007726 \r\n",
       "L 354.956967 -58.207916 \r\n",
       "L 354.863684 -59.408106 \r\n",
       "L 354.756554 -60.608296 \r\n",
       "L 354.634489 -61.808486 \r\n",
       "L 354.496505 -63.008677 \r\n",
       "L 354.34176 -64.208867 \r\n",
       "L 354.169602 -65.409057 \r\n",
       "L 353.979608 -66.609247 \r\n",
       "L 353.771625 -67.809437 \r\n",
       "L 353.545803 -69.009628 \r\n",
       "L 353.302633 -70.209818 \r\n",
       "L 353.042963 -71.410008 \r\n",
       "L 352.768019 -72.610198 \r\n",
       "L 352.479402 -73.810388 \r\n",
       "L 352.179087 -75.010579 \r\n",
       "L 351.869399 -76.210769 \r\n",
       "L 351.552985 -77.410959 \r\n",
       "L 351.232766 -78.611149 \r\n",
       "L 350.911889 -79.811339 \r\n",
       "L 350.593655 -81.01153 \r\n",
       "L 350.281454 -82.21172 \r\n",
       "L 349.978686 -83.41191 \r\n",
       "L 349.68868 -84.6121 \r\n",
       "L 349.414615 -85.812291 \r\n",
       "L 349.15944 -87.012481 \r\n",
       "L 348.925806 -88.212671 \r\n",
       "L 348.715996 -89.412861 \r\n",
       "L 348.531875 -90.613051 \r\n",
       "L 348.374842 -91.813242 \r\n",
       "L 348.245803 -93.013432 \r\n",
       "L 348.145156 -94.213622 \r\n",
       "L 348.072787 -95.413812 \r\n",
       "L 348.028081 -96.614002 \r\n",
       "L 348.009955 -97.814193 \r\n",
       "L 348.016889 -99.014383 \r\n",
       "L 348.046981 -100.214573 \r\n",
       "L 348.098 -101.414763 \r\n",
       "L 348.167457 -102.614953 \r\n",
       "L 348.252669 -103.815144 \r\n",
       "L 348.350836 -105.015334 \r\n",
       "L 348.459107 -106.215524 \r\n",
       "L 348.574653 -107.415714 \r\n",
       "L 348.69473 -108.615904 \r\n",
       "L 348.816742 -109.816095 \r\n",
       "L 348.938285 -111.016285 \r\n",
       "L 349.057202 -112.216475 \r\n",
       "L 349.171608 -113.416665 \r\n",
       "L 349.279925 -114.616855 \r\n",
       "L 349.380897 -115.817046 \r\n",
       "L 349.473598 -117.017236 \r\n",
       "L 349.557441 -118.217426 \r\n",
       "L 349.632169 -119.417616 \r\n",
       "L 349.697848 -120.617806 \r\n",
       "L 349.754853 -121.817997 \r\n",
       "L 349.803844 -123.018187 \r\n",
       "L 349.845751 -124.218377 \r\n",
       "L 349.881742 -125.418567 \r\n",
       "L 349.913194 -126.618757 \r\n",
       "L 349.941664 -127.818948 \r\n",
       "L 349.968849 -129.019138 \r\n",
       "L 349.996553 -130.219328 \r\n",
       "L 350.02664 -131.419518 \r\n",
       "L 350.060997 -132.619708 \r\n",
       "L 350.101483 -133.819899 \r\n",
       "L 350.149883 -135.020089 \r\n",
       "L 350.207863 -136.220279 \r\n",
       "L 350.276917 -137.420469 \r\n",
       "L 350.35833 -138.620659 \r\n",
       "L 350.453129 -139.82085 \r\n",
       "L 350.562051 -141.02104 \r\n",
       "L 350.685512 -142.22123 \r\n",
       "L 350.82359 -143.42142 \r\n",
       "L 350.976011 -144.62161 \r\n",
       "L 351.14215 -145.821801 \r\n",
       "L 351.321047 -147.021991 \r\n",
       "L 351.511425 -148.222181 \r\n",
       "L 351.711727 -149.422371 \r\n",
       "L 351.920158 -150.622561 \r\n",
       "L 352.134738 -151.822752 \r\n",
       "L 352.353357 -153.022942 \r\n",
       "L 352.573837 -154.223132 \r\n",
       "L 352.793994 -155.423322 \r\n",
       "L 353.011696 -156.623512 \r\n",
       "L 353.22492 -157.823703 \r\n",
       "L 353.431801 -159.023893 \r\n",
       "L 353.630676 -160.224083 \r\n",
       "L 353.820114 -161.424273 \r\n",
       "L 353.998939 -162.624463 \r\n",
       "L 354.166244 -163.824654 \r\n",
       "L 354.321393 -165.024844 \r\n",
       "L 354.464014 -166.225034 \r\n",
       "L 354.593984 -167.425224 \r\n",
       "L 354.711408 -168.625414 \r\n",
       "L 354.816593 -169.825605 \r\n",
       "L 354.910016 -171.025795 \r\n",
       "L 354.992295 -172.225985 \r\n",
       "L 355.064151 -173.426175 \r\n",
       "L 355.126383 -174.626365 \r\n",
       "L 355.734867 -174.626365 \r\n",
       "L 355.734867 -174.626365 \r\n",
       "L 355.797099 -173.426175 \r\n",
       "L 355.868955 -172.225985 \r\n",
       "L 355.951234 -171.025795 \r\n",
       "L 356.044657 -169.825605 \r\n",
       "L 356.149842 -168.625414 \r\n",
       "L 356.267266 -167.425224 \r\n",
       "L 356.397236 -166.225034 \r\n",
       "L 356.539857 -165.024844 \r\n",
       "L 356.695006 -163.824654 \r\n",
       "L 356.862311 -162.624463 \r\n",
       "L 357.041136 -161.424273 \r\n",
       "L 357.230574 -160.224083 \r\n",
       "L 357.429449 -159.023893 \r\n",
       "L 357.63633 -157.823703 \r\n",
       "L 357.849554 -156.623512 \r\n",
       "L 358.067256 -155.423322 \r\n",
       "L 358.287413 -154.223132 \r\n",
       "L 358.507893 -153.022942 \r\n",
       "L 358.726512 -151.822752 \r\n",
       "L 358.941092 -150.622561 \r\n",
       "L 359.149523 -149.422371 \r\n",
       "L 359.349825 -148.222181 \r\n",
       "L 359.540203 -147.021991 \r\n",
       "L 359.7191 -145.821801 \r\n",
       "L 359.885239 -144.62161 \r\n",
       "L 360.03766 -143.42142 \r\n",
       "L 360.175738 -142.22123 \r\n",
       "L 360.299199 -141.02104 \r\n",
       "L 360.408121 -139.82085 \r\n",
       "L 360.50292 -138.620659 \r\n",
       "L 360.584333 -137.420469 \r\n",
       "L 360.653387 -136.220279 \r\n",
       "L 360.711367 -135.020089 \r\n",
       "L 360.759767 -133.819899 \r\n",
       "L 360.800253 -132.619708 \r\n",
       "L 360.83461 -131.419518 \r\n",
       "L 360.864697 -130.219328 \r\n",
       "L 360.892401 -129.019138 \r\n",
       "L 360.919586 -127.818948 \r\n",
       "L 360.948056 -126.618757 \r\n",
       "L 360.979508 -125.418567 \r\n",
       "L 361.015499 -124.218377 \r\n",
       "L 361.057406 -123.018187 \r\n",
       "L 361.106397 -121.817997 \r\n",
       "L 361.163402 -120.617806 \r\n",
       "L 361.229081 -119.417616 \r\n",
       "L 361.303809 -118.217426 \r\n",
       "L 361.387652 -117.017236 \r\n",
       "L 361.480353 -115.817046 \r\n",
       "L 361.581325 -114.616855 \r\n",
       "L 361.689642 -113.416665 \r\n",
       "L 361.804048 -112.216475 \r\n",
       "L 361.922965 -111.016285 \r\n",
       "L 362.044508 -109.816095 \r\n",
       "L 362.16652 -108.615904 \r\n",
       "L 362.286597 -107.415714 \r\n",
       "L 362.402143 -106.215524 \r\n",
       "L 362.510414 -105.015334 \r\n",
       "L 362.608581 -103.815144 \r\n",
       "L 362.693793 -102.614953 \r\n",
       "L 362.76325 -101.414763 \r\n",
       "L 362.814269 -100.214573 \r\n",
       "L 362.844361 -99.014383 \r\n",
       "L 362.851295 -97.814193 \r\n",
       "L 362.833169 -96.614002 \r\n",
       "L 362.788463 -95.413812 \r\n",
       "L 362.716094 -94.213622 \r\n",
       "L 362.615447 -93.013432 \r\n",
       "L 362.486408 -91.813242 \r\n",
       "L 362.329375 -90.613051 \r\n",
       "L 362.145254 -89.412861 \r\n",
       "L 361.935444 -88.212671 \r\n",
       "L 361.70181 -87.012481 \r\n",
       "L 361.446635 -85.812291 \r\n",
       "L 361.17257 -84.6121 \r\n",
       "L 360.882564 -83.41191 \r\n",
       "L 360.579796 -82.21172 \r\n",
       "L 360.267595 -81.01153 \r\n",
       "L 359.949361 -79.811339 \r\n",
       "L 359.628484 -78.611149 \r\n",
       "L 359.308265 -77.410959 \r\n",
       "L 358.991851 -76.210769 \r\n",
       "L 358.682163 -75.010579 \r\n",
       "L 358.381848 -73.810388 \r\n",
       "L 358.093231 -72.610198 \r\n",
       "L 357.818287 -71.410008 \r\n",
       "L 357.558617 -70.209818 \r\n",
       "L 357.315447 -69.009628 \r\n",
       "L 357.089625 -67.809437 \r\n",
       "L 356.881642 -66.609247 \r\n",
       "L 356.691648 -65.409057 \r\n",
       "L 356.51949 -64.208867 \r\n",
       "L 356.364745 -63.008677 \r\n",
       "L 356.226761 -61.808486 \r\n",
       "L 356.104696 -60.608296 \r\n",
       "L 355.997566 -59.408106 \r\n",
       "L 355.904283 -58.207916 \r\n",
       "L 355.823693 -57.007726 \r\n",
       "L 355.754613 -55.807535 \r\n",
       "z\r\n",
       "\" id=\"mb6f366914b\" style=\"stroke:#3d3d3d;stroke-width:1.5;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#pa16668f595)\">\r\n",
       "     <use style=\"fill:#3a923a;stroke:#3d3d3d;stroke-width:1.5;\" x=\"0\" xlink:href=\"#mb6f366914b\" y=\"262.19625\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path clip-path=\"url(#pa16668f595)\" d=\"M 143.390625 270.012208 \r\n",
       "L 143.390625 270.012208 \r\n",
       "L 143.390625 270.012208 \r\n",
       "L 143.390625 270.012208 \r\n",
       "z\r\n",
       "\" style=\"fill:#3274a1;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path clip-path=\"url(#pa16668f595)\" d=\"M 143.390625 270.012208 \r\n",
       "L 143.390625 270.012208 \r\n",
       "L 143.390625 270.012208 \r\n",
       "L 143.390625 270.012208 \r\n",
       "z\r\n",
       "\" style=\"fill:#e1812c;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path clip-path=\"url(#pa16668f595)\" d=\"M 143.390625 270.012208 \r\n",
       "L 143.390625 270.012208 \r\n",
       "L 143.390625 270.012208 \r\n",
       "L 143.390625 270.012208 \r\n",
       "z\r\n",
       "\" style=\"fill:#3a923a;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"m810a0bc82e\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"143.390625\" xlink:href=\"#m810a0bc82e\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- Y -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M -0.203125 72.90625 \r\n",
       "L 10.40625 72.90625 \r\n",
       "L 30.609375 42.921875 \r\n",
       "L 50.6875 72.90625 \r\n",
       "L 61.28125 72.90625 \r\n",
       "L 35.5 34.71875 \r\n",
       "L 35.5 0 \r\n",
       "L 25.59375 0 \r\n",
       "L 25.59375 34.71875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-89\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(140.336719 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-89\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"310.790625\" xlink:href=\"#m810a0bc82e\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- N -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 9.8125 72.90625 \r\n",
       "L 23.09375 72.90625 \r\n",
       "L 55.421875 11.921875 \r\n",
       "L 55.421875 72.90625 \r\n",
       "L 64.984375 72.90625 \r\n",
       "L 64.984375 0 \r\n",
       "L 51.703125 0 \r\n",
       "L 19.390625 60.984375 \r\n",
       "L 19.390625 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-78\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(307.05 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-78\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_3\">\r\n",
       "     <!-- management -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 52 44.1875 \r\n",
       "Q 55.375 50.25 60.0625 53.125 \r\n",
       "Q 64.75 56 71.09375 56 \r\n",
       "Q 79.640625 56 84.28125 50.015625 \r\n",
       "Q 88.921875 44.046875 88.921875 33.015625 \r\n",
       "L 88.921875 0 \r\n",
       "L 79.890625 0 \r\n",
       "L 79.890625 32.71875 \r\n",
       "Q 79.890625 40.578125 77.09375 44.375 \r\n",
       "Q 74.3125 48.1875 68.609375 48.1875 \r\n",
       "Q 61.625 48.1875 57.5625 43.546875 \r\n",
       "Q 53.515625 38.921875 53.515625 30.90625 \r\n",
       "L 53.515625 0 \r\n",
       "L 44.484375 0 \r\n",
       "L 44.484375 32.71875 \r\n",
       "Q 44.484375 40.625 41.703125 44.40625 \r\n",
       "Q 38.921875 48.1875 33.109375 48.1875 \r\n",
       "Q 26.21875 48.1875 22.15625 43.53125 \r\n",
       "Q 18.109375 38.875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.1875 51.21875 25.484375 53.609375 \r\n",
       "Q 29.78125 56 35.6875 56 \r\n",
       "Q 41.65625 56 45.828125 52.96875 \r\n",
       "Q 50 49.953125 52 44.1875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-109\"/>\r\n",
       "      <path d=\"M 34.28125 27.484375 \r\n",
       "Q 23.390625 27.484375 19.1875 25 \r\n",
       "Q 14.984375 22.515625 14.984375 16.5 \r\n",
       "Q 14.984375 11.71875 18.140625 8.90625 \r\n",
       "Q 21.296875 6.109375 26.703125 6.109375 \r\n",
       "Q 34.1875 6.109375 38.703125 11.40625 \r\n",
       "Q 43.21875 16.703125 43.21875 25.484375 \r\n",
       "L 43.21875 27.484375 \r\n",
       "z\r\n",
       "M 52.203125 31.203125 \r\n",
       "L 52.203125 0 \r\n",
       "L 43.21875 0 \r\n",
       "L 43.21875 8.296875 \r\n",
       "Q 40.140625 3.328125 35.546875 0.953125 \r\n",
       "Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
       "Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
       "Q 6 8.015625 6 15.921875 \r\n",
       "Q 6 25.140625 12.171875 29.828125 \r\n",
       "Q 18.359375 34.515625 30.609375 34.515625 \r\n",
       "L 43.21875 34.515625 \r\n",
       "L 43.21875 35.40625 \r\n",
       "Q 43.21875 41.609375 39.140625 45 \r\n",
       "Q 35.0625 48.390625 27.6875 48.390625 \r\n",
       "Q 23 48.390625 18.546875 47.265625 \r\n",
       "Q 14.109375 46.140625 10.015625 43.890625 \r\n",
       "L 10.015625 52.203125 \r\n",
       "Q 14.9375 54.109375 19.578125 55.046875 \r\n",
       "Q 24.21875 56 28.609375 56 \r\n",
       "Q 40.484375 56 46.34375 49.84375 \r\n",
       "Q 52.203125 43.703125 52.203125 31.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-97\"/>\r\n",
       "      <path d=\"M 54.890625 33.015625 \r\n",
       "L 54.890625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 45.90625 32.71875 \r\n",
       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
       "Q 30.078125 56 35.796875 56 \r\n",
       "Q 45.21875 56 50.046875 50.171875 \r\n",
       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-110\"/>\r\n",
       "      <path d=\"M 45.40625 27.984375 \r\n",
       "Q 45.40625 37.75 41.375 43.109375 \r\n",
       "Q 37.359375 48.484375 30.078125 48.484375 \r\n",
       "Q 22.859375 48.484375 18.828125 43.109375 \r\n",
       "Q 14.796875 37.75 14.796875 27.984375 \r\n",
       "Q 14.796875 18.265625 18.828125 12.890625 \r\n",
       "Q 22.859375 7.515625 30.078125 7.515625 \r\n",
       "Q 37.359375 7.515625 41.375 12.890625 \r\n",
       "Q 45.40625 18.265625 45.40625 27.984375 \r\n",
       "z\r\n",
       "M 54.390625 6.78125 \r\n",
       "Q 54.390625 -7.171875 48.1875 -13.984375 \r\n",
       "Q 42 -20.796875 29.203125 -20.796875 \r\n",
       "Q 24.46875 -20.796875 20.265625 -20.09375 \r\n",
       "Q 16.0625 -19.390625 12.109375 -17.921875 \r\n",
       "L 12.109375 -9.1875 \r\n",
       "Q 16.0625 -11.328125 19.921875 -12.34375 \r\n",
       "Q 23.78125 -13.375 27.78125 -13.375 \r\n",
       "Q 36.625 -13.375 41.015625 -8.765625 \r\n",
       "Q 45.40625 -4.15625 45.40625 5.171875 \r\n",
       "L 45.40625 9.625 \r\n",
       "Q 42.625 4.78125 38.28125 2.390625 \r\n",
       "Q 33.9375 0 27.875 0 \r\n",
       "Q 17.828125 0 11.671875 7.65625 \r\n",
       "Q 5.515625 15.328125 5.515625 27.984375 \r\n",
       "Q 5.515625 40.671875 11.671875 48.328125 \r\n",
       "Q 17.828125 56 27.875 56 \r\n",
       "Q 33.9375 56 38.28125 53.609375 \r\n",
       "Q 42.625 51.21875 45.40625 46.390625 \r\n",
       "L 45.40625 54.6875 \r\n",
       "L 54.390625 54.6875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-103\"/>\r\n",
       "      <path d=\"M 56.203125 29.59375 \r\n",
       "L 56.203125 25.203125 \r\n",
       "L 14.890625 25.203125 \r\n",
       "Q 15.484375 15.921875 20.484375 11.0625 \r\n",
       "Q 25.484375 6.203125 34.421875 6.203125 \r\n",
       "Q 39.59375 6.203125 44.453125 7.46875 \r\n",
       "Q 49.3125 8.734375 54.109375 11.28125 \r\n",
       "L 54.109375 2.78125 \r\n",
       "Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
       "Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
       "Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
       "Q 5.515625 13.8125 5.515625 26.8125 \r\n",
       "Q 5.515625 40.234375 12.765625 48.109375 \r\n",
       "Q 20.015625 56 32.328125 56 \r\n",
       "Q 43.359375 56 49.78125 48.890625 \r\n",
       "Q 56.203125 41.796875 56.203125 29.59375 \r\n",
       "z\r\n",
       "M 47.21875 32.234375 \r\n",
       "Q 47.125 39.59375 43.09375 43.984375 \r\n",
       "Q 39.0625 48.390625 32.421875 48.390625 \r\n",
       "Q 24.90625 48.390625 20.390625 44.140625 \r\n",
       "Q 15.875 39.890625 15.1875 32.171875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-101\"/>\r\n",
       "      <path d=\"M 18.3125 70.21875 \r\n",
       "L 18.3125 54.6875 \r\n",
       "L 36.8125 54.6875 \r\n",
       "L 36.8125 47.703125 \r\n",
       "L 18.3125 47.703125 \r\n",
       "L 18.3125 18.015625 \r\n",
       "Q 18.3125 11.328125 20.140625 9.421875 \r\n",
       "Q 21.96875 7.515625 27.59375 7.515625 \r\n",
       "L 36.8125 7.515625 \r\n",
       "L 36.8125 0 \r\n",
       "L 27.59375 0 \r\n",
       "Q 17.1875 0 13.234375 3.875 \r\n",
       "Q 9.28125 7.765625 9.28125 18.015625 \r\n",
       "L 9.28125 47.703125 \r\n",
       "L 2.6875 47.703125 \r\n",
       "L 2.6875 54.6875 \r\n",
       "L 9.28125 54.6875 \r\n",
       "L 9.28125 70.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-116\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(193.596875 252.916563)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-109\"/>\r\n",
       "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"158.691406\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "      <use x=\"222.070312\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"283.349609\" xlink:href=\"#DejaVuSans-103\"/>\r\n",
       "      <use x=\"346.826172\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"408.349609\" xlink:href=\"#DejaVuSans-109\"/>\r\n",
       "      <use x=\"505.761719\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"567.285156\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "      <use x=\"630.664062\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"m235bf13e77\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m235bf13e77\" y=\"189.308431\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 10000 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 12.40625 8.296875 \r\n",
       "L 28.515625 8.296875 \r\n",
       "L 28.515625 63.921875 \r\n",
       "L 10.984375 60.40625 \r\n",
       "L 10.984375 69.390625 \r\n",
       "L 28.421875 72.90625 \r\n",
       "L 38.28125 72.90625 \r\n",
       "L 38.28125 8.296875 \r\n",
       "L 54.390625 8.296875 \r\n",
       "L 54.390625 0 \r\n",
       "L 12.40625 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-49\"/>\r\n",
       "       <path d=\"M 31.78125 66.40625 \r\n",
       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
       "Q 16.5 51.421875 16.5 36.375 \r\n",
       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
       "Q 47.125 21.390625 47.125 36.375 \r\n",
       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
       "z\r\n",
       "M 31.78125 74.21875 \r\n",
       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-48\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 193.107649)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m235bf13e77\" y=\"148.956542\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 15000 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 10.796875 72.90625 \r\n",
       "L 49.515625 72.90625 \r\n",
       "L 49.515625 64.59375 \r\n",
       "L 19.828125 64.59375 \r\n",
       "L 19.828125 46.734375 \r\n",
       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
       "Q 40.625 48.1875 47.75 41.5 \r\n",
       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
       "L 7.71875 11.625 \r\n",
       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
       "Q 45.015625 31 40.078125 35.4375 \r\n",
       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-53\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 152.755761)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m235bf13e77\" y=\"108.604654\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 20000 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 19.1875 8.296875 \r\n",
       "L 53.609375 8.296875 \r\n",
       "L 53.609375 0 \r\n",
       "L 7.328125 0 \r\n",
       "L 7.328125 8.296875 \r\n",
       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
       "L 7.8125 69.390625 \r\n",
       "Q 13.765625 71.78125 18.9375 73 \r\n",
       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-50\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 112.403872)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m235bf13e77\" y=\"68.252765\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 25000 -->\r\n",
       "      <g transform=\"translate(20.878125 72.051984)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m235bf13e77\" y=\"27.900876\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 30000 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 40.578125 39.3125 \r\n",
       "Q 47.65625 37.796875 51.625 33 \r\n",
       "Q 55.609375 28.21875 55.609375 21.1875 \r\n",
       "Q 55.609375 10.40625 48.1875 4.484375 \r\n",
       "Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
       "Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
       "Q 12.796875 0.390625 7.625 2.203125 \r\n",
       "L 7.625 11.71875 \r\n",
       "Q 11.71875 9.328125 16.59375 8.109375 \r\n",
       "Q 21.484375 6.890625 26.8125 6.890625 \r\n",
       "Q 36.078125 6.890625 40.9375 10.546875 \r\n",
       "Q 45.796875 14.203125 45.796875 21.1875 \r\n",
       "Q 45.796875 27.640625 41.28125 31.265625 \r\n",
       "Q 36.765625 34.90625 28.71875 34.90625 \r\n",
       "L 20.21875 34.90625 \r\n",
       "L 20.21875 43.015625 \r\n",
       "L 29.109375 43.015625 \r\n",
       "Q 36.375 43.015625 40.234375 45.921875 \r\n",
       "Q 44.09375 48.828125 44.09375 54.296875 \r\n",
       "Q 44.09375 59.90625 40.109375 62.90625 \r\n",
       "Q 36.140625 65.921875 28.71875 65.921875 \r\n",
       "Q 24.65625 65.921875 20.015625 65.03125 \r\n",
       "Q 15.375 64.15625 9.8125 62.3125 \r\n",
       "L 9.8125 71.09375 \r\n",
       "Q 15.4375 72.65625 20.34375 73.4375 \r\n",
       "Q 25.25 74.21875 29.59375 74.21875 \r\n",
       "Q 40.828125 74.21875 47.359375 69.109375 \r\n",
       "Q 53.90625 64.015625 53.90625 55.328125 \r\n",
       "Q 53.90625 49.265625 50.4375 45.09375 \r\n",
       "Q 46.96875 40.921875 40.578125 39.3125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-51\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 31.700095)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-51\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_9\">\r\n",
       "     <!-- salary -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 44.28125 53.078125 \r\n",
       "L 44.28125 44.578125 \r\n",
       "Q 40.484375 46.53125 36.375 47.5 \r\n",
       "Q 32.28125 48.484375 27.875 48.484375 \r\n",
       "Q 21.1875 48.484375 17.84375 46.4375 \r\n",
       "Q 14.5 44.390625 14.5 40.28125 \r\n",
       "Q 14.5 37.15625 16.890625 35.375 \r\n",
       "Q 19.28125 33.59375 26.515625 31.984375 \r\n",
       "L 29.59375 31.296875 \r\n",
       "Q 39.15625 29.25 43.1875 25.515625 \r\n",
       "Q 47.21875 21.78125 47.21875 15.09375 \r\n",
       "Q 47.21875 7.46875 41.1875 3.015625 \r\n",
       "Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
       "Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
       "Q 10.6875 0.296875 5.421875 2 \r\n",
       "L 5.421875 11.28125 \r\n",
       "Q 10.40625 8.6875 15.234375 7.390625 \r\n",
       "Q 20.0625 6.109375 24.8125 6.109375 \r\n",
       "Q 31.15625 6.109375 34.5625 8.28125 \r\n",
       "Q 37.984375 10.453125 37.984375 14.40625 \r\n",
       "Q 37.984375 18.0625 35.515625 20.015625 \r\n",
       "Q 33.0625 21.96875 24.703125 23.78125 \r\n",
       "L 21.578125 24.515625 \r\n",
       "Q 13.234375 26.265625 9.515625 29.90625 \r\n",
       "Q 5.8125 33.546875 5.8125 39.890625 \r\n",
       "Q 5.8125 47.609375 11.28125 51.796875 \r\n",
       "Q 16.75 56 26.8125 56 \r\n",
       "Q 31.78125 56 36.171875 55.265625 \r\n",
       "Q 40.578125 54.546875 44.28125 53.078125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-115\"/>\r\n",
       "      <path d=\"M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-108\"/>\r\n",
       "      <path d=\"M 41.109375 46.296875 \r\n",
       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
       "Q 36.03125 48 33.890625 48 \r\n",
       "Q 26.265625 48 22.1875 43.046875 \r\n",
       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
       "Q 30.03125 56 36.53125 56 \r\n",
       "Q 37.453125 56 38.578125 55.875 \r\n",
       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-114\"/>\r\n",
       "      <path d=\"M 32.171875 -5.078125 \r\n",
       "Q 28.375 -14.84375 24.75 -17.8125 \r\n",
       "Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
       "L 7.90625 -20.796875 \r\n",
       "L 7.90625 -13.28125 \r\n",
       "L 13.1875 -13.28125 \r\n",
       "Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
       "Q 21 -9.765625 23.484375 -3.21875 \r\n",
       "L 25.09375 0.875 \r\n",
       "L 2.984375 54.6875 \r\n",
       "L 12.5 54.6875 \r\n",
       "L 29.59375 11.921875 \r\n",
       "L 46.6875 54.6875 \r\n",
       "L 56.203125 54.6875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-121\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(14.798438 131.056719)rotate(-90)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"52.099609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"113.378906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "      <use x=\"141.162109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"202.441406\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      <use x=\"243.554688\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_8\">\r\n",
       "    <path clip-path=\"url(#pa16668f595)\" d=\"M 98.750625 158.027647 \r\n",
       "L 98.750625 129.555354 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_9\">\r\n",
       "    <path clip-path=\"url(#pa16668f595)\" d=\"M 98.750625 149.158302 \r\n",
       "L 98.750625 132.993335 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_10\">\r\n",
       "    <path clip-path=\"url(#pa16668f595)\" d=\"M 143.390625 119.088074 \r\n",
       "L 143.390625 62.724556 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_11\">\r\n",
       "    <path clip-path=\"url(#pa16668f595)\" d=\"M 143.390625 107.41629 \r\n",
       "L 143.390625 80.979751 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_12\">\r\n",
       "    <path clip-path=\"url(#pa16668f595)\" d=\"M 188.030625 101.567284 \r\n",
       "L 188.030625 45.357103 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_13\">\r\n",
       "    <path clip-path=\"url(#pa16668f595)\" d=\"M 188.030625 91.434925 \r\n",
       "L 188.030625 61.231536 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_14\">\r\n",
       "    <path clip-path=\"url(#pa16668f595)\" d=\"M 266.150625 184.990779 \r\n",
       "L 266.150625 113.882681 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_15\">\r\n",
       "    <path clip-path=\"url(#pa16668f595)\" d=\"M 266.150625 170.456028 \r\n",
       "L 266.150625 140.966868 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_16\">\r\n",
       "    <path clip-path=\"url(#pa16668f595)\" d=\"M 310.790625 176.331263 \r\n",
       "L 310.790625 159.633652 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_17\">\r\n",
       "    <path clip-path=\"url(#pa16668f595)\" d=\"M 310.790625 175.048073 \r\n",
       "L 310.790625 163.23304 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_18\">\r\n",
       "    <path clip-path=\"url(#pa16668f595)\" d=\"M 355.430625 178.954136 \r\n",
       "L 355.430625 115.004463 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_19\">\r\n",
       "    <path clip-path=\"url(#pa16668f595)\" d=\"M 355.430625 167.185508 \r\n",
       "L 355.430625 131.615318 \r\n",
       "\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 59.690625 224.64 \r\n",
       "L 59.690625 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_7\">\r\n",
       "    <path d=\"M 394.490625 224.64 \r\n",
       "L 394.490625 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_8\">\r\n",
       "    <path d=\"M 59.690625 224.64 \r\n",
       "L 394.490625 224.64 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_9\">\r\n",
       "    <path d=\"M 59.690625 7.2 \r\n",
       "L 394.490625 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_1\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 1.5 \r\n",
       "C 0.397805 1.5 0.77937 1.341951 1.06066 1.06066 \r\n",
       "C 1.341951 0.77937 1.5 0.397805 1.5 0 \r\n",
       "C 1.5 -0.397805 1.341951 -0.77937 1.06066 -1.06066 \r\n",
       "C 0.77937 -1.341951 0.397805 -1.5 0 -1.5 \r\n",
       "C -0.397805 -1.5 -0.77937 -1.341951 -1.06066 -1.06066 \r\n",
       "C -1.341951 -0.77937 -1.5 -0.397805 -1.5 0 \r\n",
       "C -1.5 0.397805 -1.341951 0.77937 -1.06066 1.06066 \r\n",
       "C -0.77937 1.341951 -0.397805 1.5 0 1.5 \r\n",
       "z\r\n",
       "\" id=\"m5c0a9c489d\" style=\"stroke:#3d3d3d;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#pa16668f595)\">\r\n",
       "     <use style=\"fill:#ffffff;stroke:#3d3d3d;\" x=\"98.750625\" xlink:href=\"#m5c0a9c489d\" y=\"141.168628\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_2\">\r\n",
       "    <g clip-path=\"url(#pa16668f595)\">\r\n",
       "     <use style=\"fill:#ffffff;stroke:#3d3d3d;\" x=\"143.390625\" xlink:href=\"#m5c0a9c489d\" y=\"94.336226\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_3\">\r\n",
       "    <g clip-path=\"url(#pa16668f595)\">\r\n",
       "     <use style=\"fill:#ffffff;stroke:#3d3d3d;\" x=\"188.030625\" xlink:href=\"#m5c0a9c489d\" y=\"78.098626\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_4\">\r\n",
       "    <g clip-path=\"url(#pa16668f595)\">\r\n",
       "     <use style=\"fill:#ffffff;stroke:#3d3d3d;\" x=\"266.150625\" xlink:href=\"#m5c0a9c489d\" y=\"153.258053\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_5\">\r\n",
       "    <g clip-path=\"url(#pa16668f595)\">\r\n",
       "     <use style=\"fill:#ffffff;stroke:#3d3d3d;\" x=\"310.790625\" xlink:href=\"#m5c0a9c489d\" y=\"171.593952\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_6\">\r\n",
       "    <g clip-path=\"url(#pa16668f595)\">\r\n",
       "     <use style=\"fill:#ffffff;stroke:#3d3d3d;\" x=\"355.430625\" xlink:href=\"#m5c0a9c489d\" y=\"154.436329\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"legend_1\">\r\n",
       "    <g id=\"patch_10\">\r\n",
       "     <path d=\"M 311.504688 73.9125 \r\n",
       "L 387.490625 73.9125 \r\n",
       "Q 389.490625 73.9125 389.490625 71.9125 \r\n",
       "L 389.490625 14.2 \r\n",
       "Q 389.490625 12.2 387.490625 12.2 \r\n",
       "L 311.504688 12.2 \r\n",
       "Q 309.504688 12.2 309.504688 14.2 \r\n",
       "L 309.504688 71.9125 \r\n",
       "Q 309.504688 73.9125 311.504688 73.9125 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_10\">\r\n",
       "     <!-- education -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 45.40625 46.390625 \r\n",
       "L 45.40625 75.984375 \r\n",
       "L 54.390625 75.984375 \r\n",
       "L 54.390625 0 \r\n",
       "L 45.40625 0 \r\n",
       "L 45.40625 8.203125 \r\n",
       "Q 42.578125 3.328125 38.25 0.953125 \r\n",
       "Q 33.9375 -1.421875 27.875 -1.421875 \r\n",
       "Q 17.96875 -1.421875 11.734375 6.484375 \r\n",
       "Q 5.515625 14.40625 5.515625 27.296875 \r\n",
       "Q 5.515625 40.1875 11.734375 48.09375 \r\n",
       "Q 17.96875 56 27.875 56 \r\n",
       "Q 33.9375 56 38.25 53.625 \r\n",
       "Q 42.578125 51.265625 45.40625 46.390625 \r\n",
       "z\r\n",
       "M 14.796875 27.296875 \r\n",
       "Q 14.796875 17.390625 18.875 11.75 \r\n",
       "Q 22.953125 6.109375 30.078125 6.109375 \r\n",
       "Q 37.203125 6.109375 41.296875 11.75 \r\n",
       "Q 45.40625 17.390625 45.40625 27.296875 \r\n",
       "Q 45.40625 37.203125 41.296875 42.84375 \r\n",
       "Q 37.203125 48.484375 30.078125 48.484375 \r\n",
       "Q 22.953125 48.484375 18.875 42.84375 \r\n",
       "Q 14.796875 37.203125 14.796875 27.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-100\"/>\r\n",
       "      <path d=\"M 8.5 21.578125 \r\n",
       "L 8.5 54.6875 \r\n",
       "L 17.484375 54.6875 \r\n",
       "L 17.484375 21.921875 \r\n",
       "Q 17.484375 14.15625 20.5 10.265625 \r\n",
       "Q 23.53125 6.390625 29.59375 6.390625 \r\n",
       "Q 36.859375 6.390625 41.078125 11.03125 \r\n",
       "Q 45.3125 15.671875 45.3125 23.6875 \r\n",
       "L 45.3125 54.6875 \r\n",
       "L 54.296875 54.6875 \r\n",
       "L 54.296875 0 \r\n",
       "L 45.3125 0 \r\n",
       "L 45.3125 8.40625 \r\n",
       "Q 42.046875 3.421875 37.71875 1 \r\n",
       "Q 33.40625 -1.421875 27.6875 -1.421875 \r\n",
       "Q 18.265625 -1.421875 13.375 4.4375 \r\n",
       "Q 8.5 10.296875 8.5 21.578125 \r\n",
       "z\r\n",
       "M 31.109375 56 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-117\"/>\r\n",
       "      <path d=\"M 48.78125 52.59375 \r\n",
       "L 48.78125 44.1875 \r\n",
       "Q 44.96875 46.296875 41.140625 47.34375 \r\n",
       "Q 37.3125 48.390625 33.40625 48.390625 \r\n",
       "Q 24.65625 48.390625 19.8125 42.84375 \r\n",
       "Q 14.984375 37.3125 14.984375 27.296875 \r\n",
       "Q 14.984375 17.28125 19.8125 11.734375 \r\n",
       "Q 24.65625 6.203125 33.40625 6.203125 \r\n",
       "Q 37.3125 6.203125 41.140625 7.25 \r\n",
       "Q 44.96875 8.296875 48.78125 10.40625 \r\n",
       "L 48.78125 2.09375 \r\n",
       "Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
       "Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
       "Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
       "Q 5.515625 14.109375 5.515625 27.296875 \r\n",
       "Q 5.515625 40.671875 12.859375 48.328125 \r\n",
       "Q 20.21875 56 33.015625 56 \r\n",
       "Q 37.15625 56 41.109375 55.140625 \r\n",
       "Q 45.0625 54.296875 48.78125 52.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-99\"/>\r\n",
       "      <path d=\"M 9.421875 54.6875 \r\n",
       "L 18.40625 54.6875 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 64.59375 \r\n",
       "L 9.421875 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-105\"/>\r\n",
       "      <path d=\"M 30.609375 48.390625 \r\n",
       "Q 23.390625 48.390625 19.1875 42.75 \r\n",
       "Q 14.984375 37.109375 14.984375 27.296875 \r\n",
       "Q 14.984375 17.484375 19.15625 11.84375 \r\n",
       "Q 23.34375 6.203125 30.609375 6.203125 \r\n",
       "Q 37.796875 6.203125 41.984375 11.859375 \r\n",
       "Q 46.1875 17.53125 46.1875 27.296875 \r\n",
       "Q 46.1875 37.015625 41.984375 42.703125 \r\n",
       "Q 37.796875 48.390625 30.609375 48.390625 \r\n",
       "z\r\n",
       "M 30.609375 56 \r\n",
       "Q 42.328125 56 49.015625 48.375 \r\n",
       "Q 55.71875 40.765625 55.71875 27.296875 \r\n",
       "Q 55.71875 13.875 49.015625 6.21875 \r\n",
       "Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
       "Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
       "Q 5.515625 13.875 5.515625 27.296875 \r\n",
       "Q 5.515625 40.765625 12.171875 48.375 \r\n",
       "Q 18.84375 56 30.609375 56 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-111\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(324.6875 23.798438)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"61.523438\" xlink:href=\"#DejaVuSans-100\"/>\r\n",
       "      <use x=\"125\" xlink:href=\"#DejaVuSans-117\"/>\r\n",
       "      <use x=\"188.378906\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
       "      <use x=\"243.359375\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"304.638672\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"343.847656\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      <use x=\"371.630859\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "      <use x=\"432.8125\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"patch_11\">\r\n",
       "     <path d=\"M 313.504688 38.476563 \r\n",
       "L 333.504688 38.476563 \r\n",
       "L 333.504688 31.476563 \r\n",
       "L 313.504688 31.476563 \r\n",
       "z\r\n",
       "\" style=\"fill:#3274a1;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_11\">\r\n",
       "     <!-- Bachelor -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 19.671875 34.8125 \r\n",
       "L 19.671875 8.109375 \r\n",
       "L 35.5 8.109375 \r\n",
       "Q 43.453125 8.109375 47.28125 11.40625 \r\n",
       "Q 51.125 14.703125 51.125 21.484375 \r\n",
       "Q 51.125 28.328125 47.28125 31.5625 \r\n",
       "Q 43.453125 34.8125 35.5 34.8125 \r\n",
       "z\r\n",
       "M 19.671875 64.796875 \r\n",
       "L 19.671875 42.828125 \r\n",
       "L 34.28125 42.828125 \r\n",
       "Q 41.5 42.828125 45.03125 45.53125 \r\n",
       "Q 48.578125 48.25 48.578125 53.8125 \r\n",
       "Q 48.578125 59.328125 45.03125 62.0625 \r\n",
       "Q 41.5 64.796875 34.28125 64.796875 \r\n",
       "z\r\n",
       "M 9.8125 72.90625 \r\n",
       "L 35.015625 72.90625 \r\n",
       "Q 46.296875 72.90625 52.390625 68.21875 \r\n",
       "Q 58.5 63.53125 58.5 54.890625 \r\n",
       "Q 58.5 48.1875 55.375 44.234375 \r\n",
       "Q 52.25 40.28125 46.1875 39.3125 \r\n",
       "Q 53.46875 37.75 57.5 32.78125 \r\n",
       "Q 61.53125 27.828125 61.53125 20.40625 \r\n",
       "Q 61.53125 10.640625 54.890625 5.3125 \r\n",
       "Q 48.25 0 35.984375 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-66\"/>\r\n",
       "      <path d=\"M 54.890625 33.015625 \r\n",
       "L 54.890625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 45.90625 32.71875 \r\n",
       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 75.984375 \r\n",
       "L 18.109375 75.984375 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
       "Q 30.078125 56 35.796875 56 \r\n",
       "Q 45.21875 56 50.046875 50.171875 \r\n",
       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-104\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(341.504688 38.476563)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-66\"/>\r\n",
       "      <use x=\"68.603516\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"129.882812\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
       "      <use x=\"184.863281\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
       "      <use x=\"248.242188\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"309.765625\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "      <use x=\"337.548828\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "      <use x=\"398.730469\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"patch_12\">\r\n",
       "     <path d=\"M 313.504688 53.154688 \r\n",
       "L 333.504688 53.154688 \r\n",
       "L 333.504688 46.154688 \r\n",
       "L 313.504688 46.154688 \r\n",
       "z\r\n",
       "\" style=\"fill:#e1812c;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_12\">\r\n",
       "     <!-- Ph.D -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 19.671875 64.796875 \r\n",
       "L 19.671875 37.40625 \r\n",
       "L 32.078125 37.40625 \r\n",
       "Q 38.96875 37.40625 42.71875 40.96875 \r\n",
       "Q 46.484375 44.53125 46.484375 51.125 \r\n",
       "Q 46.484375 57.671875 42.71875 61.234375 \r\n",
       "Q 38.96875 64.796875 32.078125 64.796875 \r\n",
       "z\r\n",
       "M 9.8125 72.90625 \r\n",
       "L 32.078125 72.90625 \r\n",
       "Q 44.34375 72.90625 50.609375 67.359375 \r\n",
       "Q 56.890625 61.8125 56.890625 51.125 \r\n",
       "Q 56.890625 40.328125 50.609375 34.8125 \r\n",
       "Q 44.34375 29.296875 32.078125 29.296875 \r\n",
       "L 19.671875 29.296875 \r\n",
       "L 19.671875 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-80\"/>\r\n",
       "      <path d=\"M 10.6875 12.40625 \r\n",
       "L 21 12.40625 \r\n",
       "L 21 0 \r\n",
       "L 10.6875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-46\"/>\r\n",
       "      <path d=\"M 19.671875 64.796875 \r\n",
       "L 19.671875 8.109375 \r\n",
       "L 31.59375 8.109375 \r\n",
       "Q 46.6875 8.109375 53.6875 14.9375 \r\n",
       "Q 60.6875 21.78125 60.6875 36.53125 \r\n",
       "Q 60.6875 51.171875 53.6875 57.984375 \r\n",
       "Q 46.6875 64.796875 31.59375 64.796875 \r\n",
       "z\r\n",
       "M 9.8125 72.90625 \r\n",
       "L 30.078125 72.90625 \r\n",
       "Q 51.265625 72.90625 61.171875 64.09375 \r\n",
       "Q 71.09375 55.28125 71.09375 36.53125 \r\n",
       "Q 71.09375 17.671875 61.125 8.828125 \r\n",
       "Q 51.171875 0 30.078125 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-68\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(341.504688 53.154688)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-80\"/>\r\n",
       "      <use x=\"60.302734\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
       "      <use x=\"123.681641\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "      <use x=\"155.46875\" xlink:href=\"#DejaVuSans-68\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"patch_13\">\r\n",
       "     <path d=\"M 313.504688 67.832813 \r\n",
       "L 333.504688 67.832813 \r\n",
       "L 333.504688 60.832813 \r\n",
       "L 313.504688 60.832813 \r\n",
       "z\r\n",
       "\" style=\"fill:#3a923a;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_13\">\r\n",
       "     <!-- Master -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 9.8125 72.90625 \r\n",
       "L 24.515625 72.90625 \r\n",
       "L 43.109375 23.296875 \r\n",
       "L 61.8125 72.90625 \r\n",
       "L 76.515625 72.90625 \r\n",
       "L 76.515625 0 \r\n",
       "L 66.890625 0 \r\n",
       "L 66.890625 64.015625 \r\n",
       "L 48.09375 14.015625 \r\n",
       "L 38.1875 14.015625 \r\n",
       "L 19.390625 64.015625 \r\n",
       "L 19.390625 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-77\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(341.504688 67.832813)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-77\"/>\r\n",
       "      <use x=\"86.279297\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"147.558594\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"199.658203\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"238.867188\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"300.390625\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"pa16668f595\">\r\n",
       "   <rect height=\"217.44\" width=\"334.8\" x=\"59.690625\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = sns.violinplot(x=\"management\", y=\"salary\", hue=\"education\", data=salary)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "# tips dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>total_bill</th>\n",
       "      <th>tip</th>\n",
       "      <th>sex</th>\n",
       "      <th>smoker</th>\n",
       "      <th>day</th>\n",
       "      <th>time</th>\n",
       "      <th>size</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>16.99</td>\n",
       "      <td>1.01</td>\n",
       "      <td>Female</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>10.34</td>\n",
       "      <td>1.66</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>21.01</td>\n",
       "      <td>3.50</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>23.68</td>\n",
       "      <td>3.31</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>24.59</td>\n",
       "      <td>3.61</td>\n",
       "      <td>Female</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   total_bill   tip     sex smoker  day    time  size\n",
       "0       16.99  1.01  Female     No  Sun  Dinner     2\n",
       "1       10.34  1.66    Male     No  Sun  Dinner     3\n",
       "2       21.01  3.50    Male     No  Sun  Dinner     3\n",
       "3       23.68  3.31    Male     No  Sun  Dinner     2\n",
       "4       24.59  3.61  Female     No  Sun  Dinner     4"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tips = sns.load_dataset(\"tips\")\n",
    "tips.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
       "<svg height=\"262.474375pt\" version=\"1.1\" viewBox=\"0 0 352.7 262.474375\" width=\"352.7pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">\r\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
       "  </style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 262.474375 \r\n",
       "L 352.7 262.474375 \r\n",
       "L 352.7 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 10.7 224.64 \r\n",
       "L 345.5 224.64 \r\n",
       "L 345.5 7.2 \r\n",
       "L 10.7 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_1\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 25.918182 -146.362739 \r\n",
       "L 25.918182 -146.746011 \r\n",
       "L 28.992562 -146.898556 \r\n",
       "L 32.066942 -147.119884 \r\n",
       "L 35.141322 -147.409203 \r\n",
       "L 38.215702 -147.754653 \r\n",
       "L 41.290083 -148.144794 \r\n",
       "L 44.364463 -148.590819 \r\n",
       "L 47.438843 -149.150741 \r\n",
       "L 50.513223 -149.941694 \r\n",
       "L 53.587603 -151.129779 \r\n",
       "L 56.661983 -152.898062 \r\n",
       "L 59.736364 -155.405777 \r\n",
       "L 62.810744 -158.757053 \r\n",
       "L 65.885124 -162.990709 \r\n",
       "L 68.959504 -168.086826 \r\n",
       "L 72.033884 -173.972708 \r\n",
       "L 75.108264 -180.51389 \r\n",
       "L 78.182645 -187.496467 \r\n",
       "L 81.257025 -194.626377 \r\n",
       "L 84.331405 -201.56554 \r\n",
       "L 87.405785 -207.994078 \r\n",
       "L 90.480165 -213.663929 \r\n",
       "L 93.554545 -218.421274 \r\n",
       "L 96.628926 -222.210643 \r\n",
       "L 99.703306 -225.086556 \r\n",
       "L 102.777686 -227.227362 \r\n",
       "L 105.852066 -228.907102 \r\n",
       "L 108.926446 -230.391498 \r\n",
       "L 112.000826 -231.7902 \r\n",
       "L 115.075207 -232.95832 \r\n",
       "L 118.149587 -233.530375 \r\n",
       "L 121.223967 -233.087309 \r\n",
       "L 124.298347 -231.36689 \r\n",
       "L 127.372727 -228.3979 \r\n",
       "L 130.447107 -224.48681 \r\n",
       "L 133.521488 -220.075308 \r\n",
       "L 136.595868 -215.56048 \r\n",
       "L 139.670248 -211.182427 \r\n",
       "L 142.744628 -207.029281 \r\n",
       "L 145.819008 -203.124972 \r\n",
       "L 148.893388 -199.513283 \r\n",
       "L 151.967769 -196.271384 \r\n",
       "L 155.042149 -193.455617 \r\n",
       "L 158.116529 -191.039292 \r\n",
       "L 161.190909 -188.901808 \r\n",
       "L 164.265289 -186.880151 \r\n",
       "L 167.339669 -184.845067 \r\n",
       "L 170.41405 -182.752282 \r\n",
       "L 173.48843 -180.644426 \r\n",
       "L 176.56281 -178.613768 \r\n",
       "L 179.63719 -176.752878 \r\n",
       "L 182.71157 -175.115461 \r\n",
       "L 185.78595 -173.696877 \r\n",
       "L 188.860331 -172.436729 \r\n",
       "L 191.934711 -171.243341 \r\n",
       "L 195.009091 -170.033539 \r\n",
       "L 198.083471 -168.77077 \r\n",
       "L 201.157851 -167.480781 \r\n",
       "L 204.232231 -166.234463 \r\n",
       "L 207.306612 -165.105813 \r\n",
       "L 210.380992 -164.125995 \r\n",
       "L 213.455372 -163.256348 \r\n",
       "L 216.529752 -162.396414 \r\n",
       "L 219.604132 -161.429842 \r\n",
       "L 222.678512 -160.291204 \r\n",
       "L 225.752893 -159.017936 \r\n",
       "L 228.827273 -157.750948 \r\n",
       "L 231.901653 -156.674745 \r\n",
       "L 234.976033 -155.927872 \r\n",
       "L 238.050413 -155.53569 \r\n",
       "L 241.124793 -155.402061 \r\n",
       "L 244.199174 -155.358072 \r\n",
       "L 247.273554 -155.235155 \r\n",
       "L 250.347934 -154.925689 \r\n",
       "L 253.422314 -154.410212 \r\n",
       "L 256.496694 -153.749211 \r\n",
       "L 259.571074 -153.048817 \r\n",
       "L 262.645455 -152.415214 \r\n",
       "L 265.719835 -151.915497 \r\n",
       "L 268.794215 -151.561236 \r\n",
       "L 271.868595 -151.321399 \r\n",
       "L 274.942975 -151.155867 \r\n",
       "L 278.017355 -151.048144 \r\n",
       "L 281.091736 -151.015322 \r\n",
       "L 284.166116 -151.087087 \r\n",
       "L 287.240496 -151.266832 \r\n",
       "L 290.314876 -151.502798 \r\n",
       "L 293.389256 -151.693265 \r\n",
       "L 296.463636 -151.726879 \r\n",
       "L 299.538017 -151.533285 \r\n",
       "L 302.612397 -151.11153 \r\n",
       "L 305.686777 -150.521042 \r\n",
       "L 308.761157 -149.847196 \r\n",
       "L 311.835537 -149.167388 \r\n",
       "L 314.909917 -148.535292 \r\n",
       "L 317.984298 -147.982595 \r\n",
       "L 321.058678 -147.526465 \r\n",
       "L 324.133058 -147.173656 \r\n",
       "L 327.207438 -146.920677 \r\n",
       "L 330.281818 -146.754207 \r\n",
       "L 330.281818 -146.354543 \r\n",
       "L 330.281818 -146.354543 \r\n",
       "L 327.207438 -146.188073 \r\n",
       "L 324.133058 -145.935094 \r\n",
       "L 321.058678 -145.582285 \r\n",
       "L 317.984298 -145.126155 \r\n",
       "L 314.909917 -144.573458 \r\n",
       "L 311.835537 -143.941362 \r\n",
       "L 308.761157 -143.261554 \r\n",
       "L 305.686777 -142.587708 \r\n",
       "L 302.612397 -141.99722 \r\n",
       "L 299.538017 -141.575465 \r\n",
       "L 296.463636 -141.381871 \r\n",
       "L 293.389256 -141.415485 \r\n",
       "L 290.314876 -141.605952 \r\n",
       "L 287.240496 -141.841918 \r\n",
       "L 284.166116 -142.021663 \r\n",
       "L 281.091736 -142.093428 \r\n",
       "L 278.017355 -142.060606 \r\n",
       "L 274.942975 -141.952883 \r\n",
       "L 271.868595 -141.787351 \r\n",
       "L 268.794215 -141.547514 \r\n",
       "L 265.719835 -141.193253 \r\n",
       "L 262.645455 -140.693536 \r\n",
       "L 259.571074 -140.059933 \r\n",
       "L 256.496694 -139.359539 \r\n",
       "L 253.422314 -138.698538 \r\n",
       "L 250.347934 -138.183061 \r\n",
       "L 247.273554 -137.873595 \r\n",
       "L 244.199174 -137.750678 \r\n",
       "L 241.124793 -137.706689 \r\n",
       "L 238.050413 -137.57306 \r\n",
       "L 234.976033 -137.180878 \r\n",
       "L 231.901653 -136.434005 \r\n",
       "L 228.827273 -135.357802 \r\n",
       "L 225.752893 -134.090814 \r\n",
       "L 222.678512 -132.817546 \r\n",
       "L 219.604132 -131.678908 \r\n",
       "L 216.529752 -130.712336 \r\n",
       "L 213.455372 -129.852402 \r\n",
       "L 210.380992 -128.982755 \r\n",
       "L 207.306612 -128.002937 \r\n",
       "L 204.232231 -126.874287 \r\n",
       "L 201.157851 -125.627969 \r\n",
       "L 198.083471 -124.33798 \r\n",
       "L 195.009091 -123.075211 \r\n",
       "L 191.934711 -121.865409 \r\n",
       "L 188.860331 -120.672021 \r\n",
       "L 185.78595 -119.411873 \r\n",
       "L 182.71157 -117.993289 \r\n",
       "L 179.63719 -116.355872 \r\n",
       "L 176.56281 -114.494982 \r\n",
       "L 173.48843 -112.464324 \r\n",
       "L 170.41405 -110.356468 \r\n",
       "L 167.339669 -108.263683 \r\n",
       "L 164.265289 -106.228599 \r\n",
       "L 161.190909 -104.206942 \r\n",
       "L 158.116529 -102.069458 \r\n",
       "L 155.042149 -99.653133 \r\n",
       "L 151.967769 -96.837366 \r\n",
       "L 148.893388 -93.595467 \r\n",
       "L 145.819008 -89.983778 \r\n",
       "L 142.744628 -86.079469 \r\n",
       "L 139.670248 -81.926323 \r\n",
       "L 136.595868 -77.54827 \r\n",
       "L 133.521488 -73.033442 \r\n",
       "L 130.447107 -68.62194 \r\n",
       "L 127.372727 -64.71085 \r\n",
       "L 124.298347 -61.74186 \r\n",
       "L 121.223967 -60.021441 \r\n",
       "L 118.149587 -59.578375 \r\n",
       "L 115.075207 -60.15043 \r\n",
       "L 112.000826 -61.31855 \r\n",
       "L 108.926446 -62.717252 \r\n",
       "L 105.852066 -64.201648 \r\n",
       "L 102.777686 -65.881388 \r\n",
       "L 99.703306 -68.022194 \r\n",
       "L 96.628926 -70.898107 \r\n",
       "L 93.554545 -74.687476 \r\n",
       "L 90.480165 -79.444821 \r\n",
       "L 87.405785 -85.114672 \r\n",
       "L 84.331405 -91.54321 \r\n",
       "L 81.257025 -98.482373 \r\n",
       "L 78.182645 -105.612283 \r\n",
       "L 75.108264 -112.59486 \r\n",
       "L 72.033884 -119.136042 \r\n",
       "L 68.959504 -125.021924 \r\n",
       "L 65.885124 -130.118041 \r\n",
       "L 62.810744 -134.351697 \r\n",
       "L 59.736364 -137.702973 \r\n",
       "L 56.661983 -140.210688 \r\n",
       "L 53.587603 -141.978971 \r\n",
       "L 50.513223 -143.167056 \r\n",
       "L 47.438843 -143.958009 \r\n",
       "L 44.364463 -144.517931 \r\n",
       "L 41.290083 -144.963956 \r\n",
       "L 38.215702 -145.354097 \r\n",
       "L 35.141322 -145.699547 \r\n",
       "L 32.066942 -145.988866 \r\n",
       "L 28.992562 -146.210194 \r\n",
       "L 25.918182 -146.362739 \r\n",
       "z\r\n",
       "\" id=\"md5d8576ae8\" style=\"stroke:#3f3f3f;stroke-width:1.5;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p59ba468fa8)\">\r\n",
       "     <use style=\"fill:#3274a1;stroke:#3f3f3f;stroke-width:1.5;\" x=\"0\" xlink:href=\"#md5d8576ae8\" y=\"262.474375\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"meaac4eb725\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"28.641962\" xlink:href=\"#meaac4eb725\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 31.78125 66.40625 \r\n",
       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
       "Q 16.5 51.421875 16.5 36.375 \r\n",
       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
       "Q 47.125 21.390625 47.125 36.375 \r\n",
       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
       "z\r\n",
       "M 31.78125 74.21875 \r\n",
       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-48\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(25.460712 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"84.120075\" xlink:href=\"#meaac4eb725\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 10 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 12.40625 8.296875 \r\n",
       "L 28.515625 8.296875 \r\n",
       "L 28.515625 63.921875 \r\n",
       "L 10.984375 60.40625 \r\n",
       "L 10.984375 69.390625 \r\n",
       "L 28.421875 72.90625 \r\n",
       "L 38.28125 72.90625 \r\n",
       "L 38.28125 8.296875 \r\n",
       "L 54.390625 8.296875 \r\n",
       "L 54.390625 0 \r\n",
       "L 12.40625 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-49\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(77.757575 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"139.598189\" xlink:href=\"#meaac4eb725\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 20 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 19.1875 8.296875 \r\n",
       "L 53.609375 8.296875 \r\n",
       "L 53.609375 0 \r\n",
       "L 7.328125 0 \r\n",
       "L 7.328125 8.296875 \r\n",
       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
       "L 7.8125 69.390625 \r\n",
       "Q 13.765625 71.78125 18.9375 73 \r\n",
       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-50\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(133.235689 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"195.076303\" xlink:href=\"#meaac4eb725\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 30 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 40.578125 39.3125 \r\n",
       "Q 47.65625 37.796875 51.625 33 \r\n",
       "Q 55.609375 28.21875 55.609375 21.1875 \r\n",
       "Q 55.609375 10.40625 48.1875 4.484375 \r\n",
       "Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
       "Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
       "Q 12.796875 0.390625 7.625 2.203125 \r\n",
       "L 7.625 11.71875 \r\n",
       "Q 11.71875 9.328125 16.59375 8.109375 \r\n",
       "Q 21.484375 6.890625 26.8125 6.890625 \r\n",
       "Q 36.078125 6.890625 40.9375 10.546875 \r\n",
       "Q 45.796875 14.203125 45.796875 21.1875 \r\n",
       "Q 45.796875 27.640625 41.28125 31.265625 \r\n",
       "Q 36.765625 34.90625 28.71875 34.90625 \r\n",
       "L 20.21875 34.90625 \r\n",
       "L 20.21875 43.015625 \r\n",
       "L 29.109375 43.015625 \r\n",
       "Q 36.375 43.015625 40.234375 45.921875 \r\n",
       "Q 44.09375 48.828125 44.09375 54.296875 \r\n",
       "Q 44.09375 59.90625 40.109375 62.90625 \r\n",
       "Q 36.140625 65.921875 28.71875 65.921875 \r\n",
       "Q 24.65625 65.921875 20.015625 65.03125 \r\n",
       "Q 15.375 64.15625 9.8125 62.3125 \r\n",
       "L 9.8125 71.09375 \r\n",
       "Q 15.4375 72.65625 20.34375 73.4375 \r\n",
       "Q 25.25 74.21875 29.59375 74.21875 \r\n",
       "Q 40.828125 74.21875 47.359375 69.109375 \r\n",
       "Q 53.90625 64.015625 53.90625 55.328125 \r\n",
       "Q 53.90625 49.265625 50.4375 45.09375 \r\n",
       "Q 46.96875 40.921875 40.578125 39.3125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-51\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(188.713803 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-51\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"250.554416\" xlink:href=\"#meaac4eb725\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 40 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 37.796875 64.3125 \r\n",
       "L 12.890625 25.390625 \r\n",
       "L 37.796875 25.390625 \r\n",
       "z\r\n",
       "M 35.203125 72.90625 \r\n",
       "L 47.609375 72.90625 \r\n",
       "L 47.609375 25.390625 \r\n",
       "L 58.015625 25.390625 \r\n",
       "L 58.015625 17.1875 \r\n",
       "L 47.609375 17.1875 \r\n",
       "L 47.609375 0 \r\n",
       "L 37.796875 0 \r\n",
       "L 37.796875 17.1875 \r\n",
       "L 4.890625 17.1875 \r\n",
       "L 4.890625 26.703125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-52\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(244.191916 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_6\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"306.03253\" xlink:href=\"#meaac4eb725\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 50 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 10.796875 72.90625 \r\n",
       "L 49.515625 72.90625 \r\n",
       "L 49.515625 64.59375 \r\n",
       "L 19.828125 64.59375 \r\n",
       "L 19.828125 46.734375 \r\n",
       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
       "Q 40.625 48.1875 47.75 41.5 \r\n",
       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
       "L 7.71875 11.625 \r\n",
       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
       "Q 45.015625 31 40.078125 35.4375 \r\n",
       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-53\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(299.67003 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_7\">\r\n",
       "     <!-- total_bill -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 18.3125 70.21875 \r\n",
       "L 18.3125 54.6875 \r\n",
       "L 36.8125 54.6875 \r\n",
       "L 36.8125 47.703125 \r\n",
       "L 18.3125 47.703125 \r\n",
       "L 18.3125 18.015625 \r\n",
       "Q 18.3125 11.328125 20.140625 9.421875 \r\n",
       "Q 21.96875 7.515625 27.59375 7.515625 \r\n",
       "L 36.8125 7.515625 \r\n",
       "L 36.8125 0 \r\n",
       "L 27.59375 0 \r\n",
       "Q 17.1875 0 13.234375 3.875 \r\n",
       "Q 9.28125 7.765625 9.28125 18.015625 \r\n",
       "L 9.28125 47.703125 \r\n",
       "L 2.6875 47.703125 \r\n",
       "L 2.6875 54.6875 \r\n",
       "L 9.28125 54.6875 \r\n",
       "L 9.28125 70.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-116\"/>\r\n",
       "      <path d=\"M 30.609375 48.390625 \r\n",
       "Q 23.390625 48.390625 19.1875 42.75 \r\n",
       "Q 14.984375 37.109375 14.984375 27.296875 \r\n",
       "Q 14.984375 17.484375 19.15625 11.84375 \r\n",
       "Q 23.34375 6.203125 30.609375 6.203125 \r\n",
       "Q 37.796875 6.203125 41.984375 11.859375 \r\n",
       "Q 46.1875 17.53125 46.1875 27.296875 \r\n",
       "Q 46.1875 37.015625 41.984375 42.703125 \r\n",
       "Q 37.796875 48.390625 30.609375 48.390625 \r\n",
       "z\r\n",
       "M 30.609375 56 \r\n",
       "Q 42.328125 56 49.015625 48.375 \r\n",
       "Q 55.71875 40.765625 55.71875 27.296875 \r\n",
       "Q 55.71875 13.875 49.015625 6.21875 \r\n",
       "Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
       "Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
       "Q 5.515625 13.875 5.515625 27.296875 \r\n",
       "Q 5.515625 40.765625 12.171875 48.375 \r\n",
       "Q 18.84375 56 30.609375 56 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-111\"/>\r\n",
       "      <path d=\"M 34.28125 27.484375 \r\n",
       "Q 23.390625 27.484375 19.1875 25 \r\n",
       "Q 14.984375 22.515625 14.984375 16.5 \r\n",
       "Q 14.984375 11.71875 18.140625 8.90625 \r\n",
       "Q 21.296875 6.109375 26.703125 6.109375 \r\n",
       "Q 34.1875 6.109375 38.703125 11.40625 \r\n",
       "Q 43.21875 16.703125 43.21875 25.484375 \r\n",
       "L 43.21875 27.484375 \r\n",
       "z\r\n",
       "M 52.203125 31.203125 \r\n",
       "L 52.203125 0 \r\n",
       "L 43.21875 0 \r\n",
       "L 43.21875 8.296875 \r\n",
       "Q 40.140625 3.328125 35.546875 0.953125 \r\n",
       "Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
       "Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
       "Q 6 8.015625 6 15.921875 \r\n",
       "Q 6 25.140625 12.171875 29.828125 \r\n",
       "Q 18.359375 34.515625 30.609375 34.515625 \r\n",
       "L 43.21875 34.515625 \r\n",
       "L 43.21875 35.40625 \r\n",
       "Q 43.21875 41.609375 39.140625 45 \r\n",
       "Q 35.0625 48.390625 27.6875 48.390625 \r\n",
       "Q 23 48.390625 18.546875 47.265625 \r\n",
       "Q 14.109375 46.140625 10.015625 43.890625 \r\n",
       "L 10.015625 52.203125 \r\n",
       "Q 14.9375 54.109375 19.578125 55.046875 \r\n",
       "Q 24.21875 56 28.609375 56 \r\n",
       "Q 40.484375 56 46.34375 49.84375 \r\n",
       "Q 52.203125 43.703125 52.203125 31.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-97\"/>\r\n",
       "      <path d=\"M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-108\"/>\r\n",
       "      <path d=\"M 50.984375 -16.609375 \r\n",
       "L 50.984375 -23.578125 \r\n",
       "L -0.984375 -23.578125 \r\n",
       "L -0.984375 -16.609375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-95\"/>\r\n",
       "      <path d=\"M 48.6875 27.296875 \r\n",
       "Q 48.6875 37.203125 44.609375 42.84375 \r\n",
       "Q 40.53125 48.484375 33.40625 48.484375 \r\n",
       "Q 26.265625 48.484375 22.1875 42.84375 \r\n",
       "Q 18.109375 37.203125 18.109375 27.296875 \r\n",
       "Q 18.109375 17.390625 22.1875 11.75 \r\n",
       "Q 26.265625 6.109375 33.40625 6.109375 \r\n",
       "Q 40.53125 6.109375 44.609375 11.75 \r\n",
       "Q 48.6875 17.390625 48.6875 27.296875 \r\n",
       "z\r\n",
       "M 18.109375 46.390625 \r\n",
       "Q 20.953125 51.265625 25.265625 53.625 \r\n",
       "Q 29.59375 56 35.59375 56 \r\n",
       "Q 45.5625 56 51.78125 48.09375 \r\n",
       "Q 58.015625 40.1875 58.015625 27.296875 \r\n",
       "Q 58.015625 14.40625 51.78125 6.484375 \r\n",
       "Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
       "Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
       "Q 20.953125 3.328125 18.109375 8.203125 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 75.984375 \r\n",
       "L 18.109375 75.984375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-98\"/>\r\n",
       "      <path d=\"M 9.421875 54.6875 \r\n",
       "L 18.40625 54.6875 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 64.59375 \r\n",
       "L 9.421875 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-105\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(156.825781 252.916562)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"39.208984\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "      <use x=\"100.390625\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"139.599609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"200.878906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "      <use x=\"228.662109\" xlink:href=\"#DejaVuSans-95\"/>\r\n",
       "      <use x=\"278.662109\" xlink:href=\"#DejaVuSans-98\"/>\r\n",
       "      <use x=\"342.138672\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      <use x=\"369.921875\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "      <use x=\"397.705078\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"m3cf728d86d\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"10.7\" xlink:href=\"#m3cf728d86d\" y=\"115.92\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_8\">\r\n",
       "    <path clip-path=\"url(#p59ba468fa8)\" d=\"M 45.673743 115.92 \r\n",
       "L 251.497544 115.92 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_9\">\r\n",
       "    <path clip-path=\"url(#p59ba468fa8)\" d=\"M 102.691374 115.92 \r\n",
       "L 162.496781 115.92 \r\n",
       "\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 10.7 224.64 \r\n",
       "L 10.7 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path d=\"M 345.5 224.64 \r\n",
       "L 345.5 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 10.7 224.64 \r\n",
       "L 345.5 224.64 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 10.7 7.2 \r\n",
       "L 345.5 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_1\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 1.5 \r\n",
       "C 0.397805 1.5 0.77937 1.341951 1.06066 1.06066 \r\n",
       "C 1.341951 0.77937 1.5 0.397805 1.5 0 \r\n",
       "C 1.5 -0.397805 1.341951 -0.77937 1.06066 -1.06066 \r\n",
       "C 0.77937 -1.341951 0.397805 -1.5 0 -1.5 \r\n",
       "C -0.397805 -1.5 -0.77937 -1.341951 -1.06066 -1.06066 \r\n",
       "C -1.341951 -0.77937 -1.5 -0.397805 -1.5 0 \r\n",
       "C -1.5 0.397805 -1.341951 0.77937 -1.06066 1.06066 \r\n",
       "C -0.77937 1.341951 -0.397805 1.5 0 1.5 \r\n",
       "z\r\n",
       "\" id=\"m4df719aec5\" style=\"stroke:#3f3f3f;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p59ba468fa8)\">\r\n",
       "     <use style=\"fill:#ffffff;stroke:#3f3f3f;\" x=\"127.365265\" xlink:href=\"#m4df719aec5\" y=\"115.92\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"p59ba468fa8\">\r\n",
       "   <rect height=\"217.44\" width=\"334.8\" x=\"10.7\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = sns.violinplot(x=tips[\"total_bill\"], bw=.2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
       "<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 382.88125 262.19625\" width=\"382.88125pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">\r\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
       "  </style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 262.19625 \r\n",
       "L 382.88125 262.19625 \r\n",
       "L 382.88125 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 40.88125 224.64 \r\n",
       "L 375.68125 224.64 \r\n",
       "L 375.68125 7.2 \r\n",
       "L 40.88125 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_1\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 83.41426 -63.97717 \r\n",
       "L 82.04824 -63.97717 \r\n",
       "L 81.78426 -65.536887 \r\n",
       "L 81.440845 -67.096604 \r\n",
       "L 81.002605 -68.65632 \r\n",
       "L 80.453897 -70.216037 \r\n",
       "L 79.779669 -71.775754 \r\n",
       "L 78.96644 -73.33547 \r\n",
       "L 78.00336 -74.895187 \r\n",
       "L 76.883261 -76.454904 \r\n",
       "L 75.603621 -78.01462 \r\n",
       "L 74.167344 -79.574337 \r\n",
       "L 72.58329 -81.134054 \r\n",
       "L 70.866493 -82.69377 \r\n",
       "L 69.03803 -84.253487 \r\n",
       "L 67.124521 -85.813204 \r\n",
       "L 65.1573 -87.37292 \r\n",
       "L 63.171256 -88.932637 \r\n",
       "L 61.203442 -90.492354 \r\n",
       "L 59.291509 -92.05207 \r\n",
       "L 57.472083 -93.611787 \r\n",
       "L 55.779191 -95.171504 \r\n",
       "L 54.242878 -96.73122 \r\n",
       "L 52.888115 -98.290937 \r\n",
       "L 51.734112 -99.850654 \r\n",
       "L 50.794086 -101.41037 \r\n",
       "L 50.075489 -102.970087 \r\n",
       "L 49.580632 -104.529804 \r\n",
       "L 49.307594 -106.08952 \r\n",
       "L 49.25125 -107.649237 \r\n",
       "L 49.404241 -109.208954 \r\n",
       "L 49.757734 -110.76867 \r\n",
       "L 50.301842 -112.328387 \r\n",
       "L 51.025687 -113.888104 \r\n",
       "L 51.917121 -115.44782 \r\n",
       "L 52.962224 -117.007537 \r\n",
       "L 54.144739 -118.567254 \r\n",
       "L 55.445618 -120.12697 \r\n",
       "L 56.842839 -121.686687 \r\n",
       "L 58.311597 -123.246404 \r\n",
       "L 59.824917 -124.80612 \r\n",
       "L 61.354641 -126.365837 \r\n",
       "L 62.872704 -127.925554 \r\n",
       "L 64.352528 -129.48527 \r\n",
       "L 65.770388 -131.044987 \r\n",
       "L 67.106572 -132.604704 \r\n",
       "L 68.346226 -134.16442 \r\n",
       "L 69.479783 -135.724137 \r\n",
       "L 70.502973 -137.283854 \r\n",
       "L 71.416418 -138.84357 \r\n",
       "L 72.224898 -140.403287 \r\n",
       "L 72.936383 -141.963004 \r\n",
       "L 73.560936 -143.52272 \r\n",
       "L 74.109627 -145.082437 \r\n",
       "L 74.593554 -146.642154 \r\n",
       "L 75.023063 -148.20187 \r\n",
       "L 75.407235 -149.761587 \r\n",
       "L 75.753648 -151.321303 \r\n",
       "L 76.06842 -152.88102 \r\n",
       "L 76.356467 -154.440737 \r\n",
       "L 76.621895 -156.000453 \r\n",
       "L 76.868432 -157.56017 \r\n",
       "L 77.099793 -159.119887 \r\n",
       "L 77.319892 -160.679603 \r\n",
       "L 77.53285 -162.23932 \r\n",
       "L 77.742783 -163.799037 \r\n",
       "L 77.953424 -165.358753 \r\n",
       "L 78.167623 -166.91847 \r\n",
       "L 78.386875 -168.478187 \r\n",
       "L 78.610944 -170.037903 \r\n",
       "L 78.837711 -171.59762 \r\n",
       "L 79.063282 -173.157337 \r\n",
       "L 79.282398 -174.717053 \r\n",
       "L 79.489069 -176.27677 \r\n",
       "L 79.677386 -177.836487 \r\n",
       "L 79.842366 -179.396203 \r\n",
       "L 79.980717 -180.95592 \r\n",
       "L 80.091398 -182.515637 \r\n",
       "L 80.175895 -184.075353 \r\n",
       "L 80.238161 -185.63507 \r\n",
       "L 80.284242 -187.194787 \r\n",
       "L 80.321627 -188.754503 \r\n",
       "L 80.358429 -190.31422 \r\n",
       "L 80.402499 -191.873937 \r\n",
       "L 80.460603 -193.433653 \r\n",
       "L 80.537754 -194.99337 \r\n",
       "L 80.636779 -196.553087 \r\n",
       "L 80.758158 -198.112803 \r\n",
       "L 80.900134 -199.67252 \r\n",
       "L 81.059058 -201.232237 \r\n",
       "L 81.229899 -202.791953 \r\n",
       "L 81.40685 -204.35167 \r\n",
       "L 81.583937 -205.911387 \r\n",
       "L 81.755572 -207.471103 \r\n",
       "L 81.916979 -209.03082 \r\n",
       "L 82.064486 -210.590537 \r\n",
       "L 82.19565 -212.150253 \r\n",
       "L 82.30925 -213.70997 \r\n",
       "L 82.40516 -215.269687 \r\n",
       "L 82.48415 -216.829403 \r\n",
       "L 82.547645 -218.38912 \r\n",
       "L 82.914855 -218.38912 \r\n",
       "L 82.914855 -218.38912 \r\n",
       "L 82.97835 -216.829403 \r\n",
       "L 83.05734 -215.269687 \r\n",
       "L 83.15325 -213.70997 \r\n",
       "L 83.26685 -212.150253 \r\n",
       "L 83.398014 -210.590537 \r\n",
       "L 83.545521 -209.03082 \r\n",
       "L 83.706928 -207.471103 \r\n",
       "L 83.878563 -205.911387 \r\n",
       "L 84.05565 -204.35167 \r\n",
       "L 84.232601 -202.791953 \r\n",
       "L 84.403442 -201.232237 \r\n",
       "L 84.562366 -199.67252 \r\n",
       "L 84.704342 -198.112803 \r\n",
       "L 84.825721 -196.553087 \r\n",
       "L 84.924746 -194.99337 \r\n",
       "L 85.001897 -193.433653 \r\n",
       "L 85.060001 -191.873937 \r\n",
       "L 85.104071 -190.31422 \r\n",
       "L 85.140873 -188.754503 \r\n",
       "L 85.178258 -187.194787 \r\n",
       "L 85.224339 -185.63507 \r\n",
       "L 85.286605 -184.075353 \r\n",
       "L 85.371102 -182.515637 \r\n",
       "L 85.481783 -180.95592 \r\n",
       "L 85.620134 -179.396203 \r\n",
       "L 85.785114 -177.836487 \r\n",
       "L 85.973431 -176.27677 \r\n",
       "L 86.180102 -174.717053 \r\n",
       "L 86.399218 -173.157337 \r\n",
       "L 86.624789 -171.59762 \r\n",
       "L 86.851556 -170.037903 \r\n",
       "L 87.075625 -168.478187 \r\n",
       "L 87.294877 -166.91847 \r\n",
       "L 87.509076 -165.358753 \r\n",
       "L 87.719717 -163.799037 \r\n",
       "L 87.92965 -162.23932 \r\n",
       "L 88.142608 -160.679603 \r\n",
       "L 88.362707 -159.119887 \r\n",
       "L 88.594068 -157.56017 \r\n",
       "L 88.840605 -156.000453 \r\n",
       "L 89.106033 -154.440737 \r\n",
       "L 89.39408 -152.88102 \r\n",
       "L 89.708852 -151.321303 \r\n",
       "L 90.055265 -149.761587 \r\n",
       "L 90.439437 -148.20187 \r\n",
       "L 90.868946 -146.642154 \r\n",
       "L 91.352873 -145.082437 \r\n",
       "L 91.901564 -143.52272 \r\n",
       "L 92.526117 -141.963004 \r\n",
       "L 93.237602 -140.403287 \r\n",
       "L 94.046082 -138.84357 \r\n",
       "L 94.959527 -137.283854 \r\n",
       "L 95.982717 -135.724137 \r\n",
       "L 97.116274 -134.16442 \r\n",
       "L 98.355928 -132.604704 \r\n",
       "L 99.692112 -131.044987 \r\n",
       "L 101.109972 -129.48527 \r\n",
       "L 102.589796 -127.925554 \r\n",
       "L 104.107859 -126.365837 \r\n",
       "L 105.637583 -124.80612 \r\n",
       "L 107.150903 -123.246404 \r\n",
       "L 108.619661 -121.686687 \r\n",
       "L 110.016882 -120.12697 \r\n",
       "L 111.317761 -118.567254 \r\n",
       "L 112.500276 -117.007537 \r\n",
       "L 113.545379 -115.44782 \r\n",
       "L 114.436813 -113.888104 \r\n",
       "L 115.160658 -112.328387 \r\n",
       "L 115.704766 -110.76867 \r\n",
       "L 116.058259 -109.208954 \r\n",
       "L 116.21125 -107.649237 \r\n",
       "L 116.154906 -106.08952 \r\n",
       "L 115.881868 -104.529804 \r\n",
       "L 115.387011 -102.970087 \r\n",
       "L 114.668414 -101.41037 \r\n",
       "L 113.728388 -99.850654 \r\n",
       "L 112.574385 -98.290937 \r\n",
       "L 111.219622 -96.73122 \r\n",
       "L 109.683309 -95.171504 \r\n",
       "L 107.990417 -93.611787 \r\n",
       "L 106.170991 -92.05207 \r\n",
       "L 104.259058 -90.492354 \r\n",
       "L 102.291244 -88.932637 \r\n",
       "L 100.3052 -87.37292 \r\n",
       "L 98.337979 -85.813204 \r\n",
       "L 96.42447 -84.253487 \r\n",
       "L 94.596007 -82.69377 \r\n",
       "L 92.87921 -81.134054 \r\n",
       "L 91.295156 -79.574337 \r\n",
       "L 89.858879 -78.01462 \r\n",
       "L 88.579239 -76.454904 \r\n",
       "L 87.45914 -74.895187 \r\n",
       "L 86.49606 -73.33547 \r\n",
       "L 85.682831 -71.775754 \r\n",
       "L 85.008603 -70.216037 \r\n",
       "L 84.459895 -68.65632 \r\n",
       "L 84.021655 -67.096604 \r\n",
       "L 83.67824 -65.536887 \r\n",
       "L 83.41426 -63.97717 \r\n",
       "z\r\n",
       "\" id=\"m5752a98589\" style=\"stroke:#545454;stroke-width:1.5;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p2fc98c532e)\">\r\n",
       "     <use style=\"fill:#597dbf;stroke:#545454;stroke-width:1.5;\" x=\"0\" xlink:href=\"#m5752a98589\" y=\"262.19625\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_2\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 166.946875 -51.272582 \r\n",
       "L 165.915625 -51.272582 \r\n",
       "L 165.762479 -52.940617 \r\n",
       "L 165.572715 -54.608653 \r\n",
       "L 165.340112 -56.276688 \r\n",
       "L 165.058007 -57.944723 \r\n",
       "L 164.719395 -59.612758 \r\n",
       "L 164.317061 -61.280793 \r\n",
       "L 163.843745 -62.948829 \r\n",
       "L 163.292339 -64.616864 \r\n",
       "L 162.656127 -66.284899 \r\n",
       "L 161.929051 -67.952934 \r\n",
       "L 161.106027 -69.62097 \r\n",
       "L 160.183285 -71.289005 \r\n",
       "L 159.158747 -72.95704 \r\n",
       "L 158.032421 -74.625075 \r\n",
       "L 156.8068 -76.29311 \r\n",
       "L 155.48725 -77.961146 \r\n",
       "L 154.082338 -79.629181 \r\n",
       "L 152.604096 -81.297216 \r\n",
       "L 151.06816 -82.965251 \r\n",
       "L 149.493751 -84.633286 \r\n",
       "L 147.903482 -86.301322 \r\n",
       "L 146.322941 -87.969357 \r\n",
       "L 144.780057 -89.637392 \r\n",
       "L 143.304254 -91.305427 \r\n",
       "L 141.925406 -92.973463 \r\n",
       "L 140.672653 -94.641498 \r\n",
       "L 139.57314 -96.309533 \r\n",
       "L 138.650742 -97.977568 \r\n",
       "L 137.924888 -99.645603 \r\n",
       "L 137.409548 -101.313639 \r\n",
       "L 137.112479 -102.981674 \r\n",
       "L 137.034789 -104.649709 \r\n",
       "L 137.170869 -106.317744 \r\n",
       "L 137.508691 -107.98578 \r\n",
       "L 138.030486 -109.653815 \r\n",
       "L 138.713723 -111.32185 \r\n",
       "L 139.532352 -112.989885 \r\n",
       "L 140.458191 -114.65792 \r\n",
       "L 141.462377 -116.325956 \r\n",
       "L 142.516764 -117.993991 \r\n",
       "L 143.595178 -119.662026 \r\n",
       "L 144.674448 -121.330061 \r\n",
       "L 145.735167 -122.998096 \r\n",
       "L 146.762135 -124.666132 \r\n",
       "L 147.744507 -126.334167 \r\n",
       "L 148.67566 -128.002202 \r\n",
       "L 149.552824 -129.670237 \r\n",
       "L 150.376541 -131.338273 \r\n",
       "L 151.150017 -133.006308 \r\n",
       "L 151.878416 -134.674343 \r\n",
       "L 152.568173 -136.342378 \r\n",
       "L 153.226341 -138.010413 \r\n",
       "L 153.860023 -139.678449 \r\n",
       "L 154.475882 -141.346484 \r\n",
       "L 155.079755 -143.014519 \r\n",
       "L 155.676343 -144.682554 \r\n",
       "L 156.268997 -146.35059 \r\n",
       "L 156.859574 -148.018625 \r\n",
       "L 157.448368 -149.68666 \r\n",
       "L 158.034115 -151.354695 \r\n",
       "L 158.614076 -153.02273 \r\n",
       "L 159.184192 -154.690766 \r\n",
       "L 159.739319 -156.358801 \r\n",
       "L 160.273536 -158.026836 \r\n",
       "L 160.780514 -159.694871 \r\n",
       "L 161.253927 -161.362906 \r\n",
       "L 161.68789 -163.030942 \r\n",
       "L 162.077385 -164.698977 \r\n",
       "L 162.418651 -166.367012 \r\n",
       "L 162.7095 -168.035047 \r\n",
       "L 162.949546 -169.703083 \r\n",
       "L 163.140311 -171.371118 \r\n",
       "L 163.285205 -173.039153 \r\n",
       "L 163.38938 -174.707188 \r\n",
       "L 163.459462 -176.375223 \r\n",
       "L 163.50318 -178.043259 \r\n",
       "L 163.528929 -179.711294 \r\n",
       "L 163.545282 -181.379329 \r\n",
       "L 163.560506 -183.047364 \r\n",
       "L 163.582104 -184.715399 \r\n",
       "L 163.61643 -186.383435 \r\n",
       "L 163.668386 -188.05147 \r\n",
       "L 163.741234 -189.719505 \r\n",
       "L 163.83653 -191.38754 \r\n",
       "L 163.954172 -193.055576 \r\n",
       "L 164.092557 -194.723611 \r\n",
       "L 164.248823 -196.391646 \r\n",
       "L 164.419152 -198.059681 \r\n",
       "L 164.599116 -199.727716 \r\n",
       "L 164.784013 -201.395752 \r\n",
       "L 164.96919 -203.063787 \r\n",
       "L 165.150327 -204.731822 \r\n",
       "L 165.323645 -206.399857 \r\n",
       "L 165.486065 -208.067893 \r\n",
       "L 165.635286 -209.735928 \r\n",
       "L 165.769802 -211.403963 \r\n",
       "L 165.888862 -213.071998 \r\n",
       "L 165.992391 -214.740033 \r\n",
       "L 166.080875 -216.408069 \r\n",
       "L 166.781625 -216.408069 \r\n",
       "L 166.781625 -216.408069 \r\n",
       "L 166.870109 -214.740033 \r\n",
       "L 166.973638 -213.071998 \r\n",
       "L 167.092698 -211.403963 \r\n",
       "L 167.227214 -209.735928 \r\n",
       "L 167.376435 -208.067893 \r\n",
       "L 167.538855 -206.399857 \r\n",
       "L 167.712173 -204.731822 \r\n",
       "L 167.89331 -203.063787 \r\n",
       "L 168.078487 -201.395752 \r\n",
       "L 168.263384 -199.727716 \r\n",
       "L 168.443348 -198.059681 \r\n",
       "L 168.613677 -196.391646 \r\n",
       "L 168.769943 -194.723611 \r\n",
       "L 168.908328 -193.055576 \r\n",
       "L 169.02597 -191.38754 \r\n",
       "L 169.121266 -189.719505 \r\n",
       "L 169.194114 -188.05147 \r\n",
       "L 169.24607 -186.383435 \r\n",
       "L 169.280396 -184.715399 \r\n",
       "L 169.301994 -183.047364 \r\n",
       "L 169.317218 -181.379329 \r\n",
       "L 169.333571 -179.711294 \r\n",
       "L 169.35932 -178.043259 \r\n",
       "L 169.403038 -176.375223 \r\n",
       "L 169.47312 -174.707188 \r\n",
       "L 169.577295 -173.039153 \r\n",
       "L 169.722189 -171.371118 \r\n",
       "L 169.912954 -169.703083 \r\n",
       "L 170.153 -168.035047 \r\n",
       "L 170.443849 -166.367012 \r\n",
       "L 170.785115 -164.698977 \r\n",
       "L 171.17461 -163.030942 \r\n",
       "L 171.608573 -161.362906 \r\n",
       "L 172.081986 -159.694871 \r\n",
       "L 172.588964 -158.026836 \r\n",
       "L 173.123181 -156.358801 \r\n",
       "L 173.678308 -154.690766 \r\n",
       "L 174.248424 -153.02273 \r\n",
       "L 174.828385 -151.354695 \r\n",
       "L 175.414132 -149.68666 \r\n",
       "L 176.002926 -148.018625 \r\n",
       "L 176.593503 -146.35059 \r\n",
       "L 177.186157 -144.682554 \r\n",
       "L 177.782745 -143.014519 \r\n",
       "L 178.386618 -141.346484 \r\n",
       "L 179.002477 -139.678449 \r\n",
       "L 179.636159 -138.010413 \r\n",
       "L 180.294327 -136.342378 \r\n",
       "L 180.984084 -134.674343 \r\n",
       "L 181.712483 -133.006308 \r\n",
       "L 182.485959 -131.338273 \r\n",
       "L 183.309676 -129.670237 \r\n",
       "L 184.18684 -128.002202 \r\n",
       "L 185.117993 -126.334167 \r\n",
       "L 186.100365 -124.666132 \r\n",
       "L 187.127333 -122.998096 \r\n",
       "L 188.188052 -121.330061 \r\n",
       "L 189.267322 -119.662026 \r\n",
       "L 190.345736 -117.993991 \r\n",
       "L 191.400123 -116.325956 \r\n",
       "L 192.404309 -114.65792 \r\n",
       "L 193.330148 -112.989885 \r\n",
       "L 194.148777 -111.32185 \r\n",
       "L 194.832014 -109.653815 \r\n",
       "L 195.353809 -107.98578 \r\n",
       "L 195.691631 -106.317744 \r\n",
       "L 195.827711 -104.649709 \r\n",
       "L 195.750021 -102.981674 \r\n",
       "L 195.452952 -101.313639 \r\n",
       "L 194.937612 -99.645603 \r\n",
       "L 194.211758 -97.977568 \r\n",
       "L 193.28936 -96.309533 \r\n",
       "L 192.189847 -94.641498 \r\n",
       "L 190.937094 -92.973463 \r\n",
       "L 189.558246 -91.305427 \r\n",
       "L 188.082443 -89.637392 \r\n",
       "L 186.539559 -87.969357 \r\n",
       "L 184.959018 -86.301322 \r\n",
       "L 183.368749 -84.633286 \r\n",
       "L 181.79434 -82.965251 \r\n",
       "L 180.258404 -81.297216 \r\n",
       "L 178.780162 -79.629181 \r\n",
       "L 177.37525 -77.961146 \r\n",
       "L 176.0557 -76.29311 \r\n",
       "L 174.830079 -74.625075 \r\n",
       "L 173.703753 -72.95704 \r\n",
       "L 172.679215 -71.289005 \r\n",
       "L 171.756473 -69.62097 \r\n",
       "L 170.933449 -67.952934 \r\n",
       "L 170.206373 -66.284899 \r\n",
       "L 169.570161 -64.616864 \r\n",
       "L 169.018755 -62.948829 \r\n",
       "L 168.545439 -61.280793 \r\n",
       "L 168.143105 -59.612758 \r\n",
       "L 167.804493 -57.944723 \r\n",
       "L 167.522388 -56.276688 \r\n",
       "L 167.289785 -54.608653 \r\n",
       "L 167.100021 -52.940617 \r\n",
       "L 166.946875 -51.272582 \r\n",
       "z\r\n",
       "\" id=\"m8dada50225\" style=\"stroke:#545454;stroke-width:1.5;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p2fc98c532e)\">\r\n",
       "     <use style=\"fill:#d98b5f;stroke:#545454;stroke-width:1.5;\" x=\"0\" xlink:href=\"#m8dada50225\" y=\"262.19625\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_3\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 250.235097 -47.439886 \r\n",
       "L 250.027403 -47.439886 \r\n",
       "L 249.984447 -49.436581 \r\n",
       "L 249.927865 -51.433275 \r\n",
       "L 249.854685 -53.429969 \r\n",
       "L 249.761496 -55.426663 \r\n",
       "L 249.64428 -57.423357 \r\n",
       "L 249.498166 -59.420052 \r\n",
       "L 249.317089 -61.416746 \r\n",
       "L 249.093403 -63.41344 \r\n",
       "L 248.817524 -65.410134 \r\n",
       "L 248.477677 -67.406829 \r\n",
       "L 248.059897 -69.403523 \r\n",
       "L 247.548383 -71.400217 \r\n",
       "L 246.92628 -73.396911 \r\n",
       "L 246.176942 -75.393605 \r\n",
       "L 245.285583 -77.3903 \r\n",
       "L 244.241202 -79.386994 \r\n",
       "L 243.038528 -81.383688 \r\n",
       "L 241.679723 -83.380382 \r\n",
       "L 240.17555 -85.377076 \r\n",
       "L 238.545791 -87.373771 \r\n",
       "L 236.818764 -89.370465 \r\n",
       "L 235.029968 -91.367159 \r\n",
       "L 233.219995 -93.363853 \r\n",
       "L 231.431989 -95.360548 \r\n",
       "L 229.709003 -97.357242 \r\n",
       "L 228.091592 -99.353936 \r\n",
       "L 226.615928 -101.35063 \r\n",
       "L 225.312595 -103.347324 \r\n",
       "L 224.206059 -105.344019 \r\n",
       "L 223.314691 -107.340713 \r\n",
       "L 222.651108 -109.337407 \r\n",
       "L 222.222584 -111.334101 \r\n",
       "L 222.031322 -113.330795 \r\n",
       "L 222.074464 -115.32749 \r\n",
       "L 222.343872 -117.324184 \r\n",
       "L 222.825816 -119.320878 \r\n",
       "L 223.500791 -121.317572 \r\n",
       "L 224.343717 -123.314267 \r\n",
       "L 225.324721 -125.310961 \r\n",
       "L 226.410564 -127.307655 \r\n",
       "L 227.566672 -129.304349 \r\n",
       "L 228.759527 -131.301043 \r\n",
       "L 229.959098 -133.297738 \r\n",
       "L 231.140928 -135.294432 \r\n",
       "L 232.287533 -137.291126 \r\n",
       "L 233.388883 -139.28782 \r\n",
       "L 234.44189 -141.284514 \r\n",
       "L 235.449015 -143.281209 \r\n",
       "L 236.416255 -145.277903 \r\n",
       "L 237.35086 -147.274597 \r\n",
       "L 238.259172 -149.271291 \r\n",
       "L 239.144906 -151.267986 \r\n",
       "L 240.008105 -153.26468 \r\n",
       "L 240.844885 -155.261374 \r\n",
       "L 241.647919 -157.258068 \r\n",
       "L 242.407537 -159.254762 \r\n",
       "L 243.113219 -161.251457 \r\n",
       "L 243.75523 -163.248151 \r\n",
       "L 244.326148 -165.244845 \r\n",
       "L 244.822057 -167.241539 \r\n",
       "L 245.243237 -169.238233 \r\n",
       "L 245.594265 -171.234928 \r\n",
       "L 245.883501 -173.231622 \r\n",
       "L 246.122057 -175.228316 \r\n",
       "L 246.322388 -177.22501 \r\n",
       "L 246.496739 -179.221705 \r\n",
       "L 246.65567 -181.218399 \r\n",
       "L 246.806906 -183.215093 \r\n",
       "L 246.954669 -185.211787 \r\n",
       "L 247.099591 -187.208481 \r\n",
       "L 247.239208 -189.205176 \r\n",
       "L 247.368901 -191.20187 \r\n",
       "L 247.483149 -193.198564 \r\n",
       "L 247.576843 -195.195258 \r\n",
       "L 247.646476 -197.191952 \r\n",
       "L 247.691021 -199.188647 \r\n",
       "L 247.712391 -201.185341 \r\n",
       "L 247.715434 -203.182035 \r\n",
       "L 247.707483 -205.178729 \r\n",
       "L 247.697559 -207.175424 \r\n",
       "L 247.695339 -209.172118 \r\n",
       "L 247.710036 -211.168812 \r\n",
       "L 247.749347 -213.165506 \r\n",
       "L 247.818601 -215.1622 \r\n",
       "L 247.92021 -217.158895 \r\n",
       "L 248.053487 -219.155589 \r\n",
       "L 248.214837 -221.152283 \r\n",
       "L 248.398275 -223.148977 \r\n",
       "L 248.596186 -225.145671 \r\n",
       "L 248.800208 -227.142366 \r\n",
       "L 249.002109 -229.13906 \r\n",
       "L 249.194552 -231.135754 \r\n",
       "L 249.371652 -233.132448 \r\n",
       "L 249.529296 -235.129143 \r\n",
       "L 249.665217 -237.125837 \r\n",
       "L 249.778847 -239.122531 \r\n",
       "L 249.871034 -241.119225 \r\n",
       "L 249.943659 -243.115919 \r\n",
       "L 249.999244 -245.112614 \r\n",
       "L 250.263256 -245.112614 \r\n",
       "L 250.263256 -245.112614 \r\n",
       "L 250.318841 -243.115919 \r\n",
       "L 250.391466 -241.119225 \r\n",
       "L 250.483653 -239.122531 \r\n",
       "L 250.597283 -237.125837 \r\n",
       "L 250.733204 -235.129143 \r\n",
       "L 250.890848 -233.132448 \r\n",
       "L 251.067948 -231.135754 \r\n",
       "L 251.260391 -229.13906 \r\n",
       "L 251.462292 -227.142366 \r\n",
       "L 251.666314 -225.145671 \r\n",
       "L 251.864225 -223.148977 \r\n",
       "L 252.047663 -221.152283 \r\n",
       "L 252.209013 -219.155589 \r\n",
       "L 252.34229 -217.158895 \r\n",
       "L 252.443899 -215.1622 \r\n",
       "L 252.513153 -213.165506 \r\n",
       "L 252.552464 -211.168812 \r\n",
       "L 252.567161 -209.172118 \r\n",
       "L 252.564941 -207.175424 \r\n",
       "L 252.555017 -205.178729 \r\n",
       "L 252.547066 -203.182035 \r\n",
       "L 252.550109 -201.185341 \r\n",
       "L 252.571479 -199.188647 \r\n",
       "L 252.616024 -197.191952 \r\n",
       "L 252.685657 -195.195258 \r\n",
       "L 252.779351 -193.198564 \r\n",
       "L 252.893599 -191.20187 \r\n",
       "L 253.023292 -189.205176 \r\n",
       "L 253.162909 -187.208481 \r\n",
       "L 253.307831 -185.211787 \r\n",
       "L 253.455594 -183.215093 \r\n",
       "L 253.60683 -181.218399 \r\n",
       "L 253.765761 -179.221705 \r\n",
       "L 253.940112 -177.22501 \r\n",
       "L 254.140443 -175.228316 \r\n",
       "L 254.378999 -173.231622 \r\n",
       "L 254.668235 -171.234928 \r\n",
       "L 255.019263 -169.238233 \r\n",
       "L 255.440443 -167.241539 \r\n",
       "L 255.936352 -165.244845 \r\n",
       "L 256.50727 -163.248151 \r\n",
       "L 257.149281 -161.251457 \r\n",
       "L 257.854963 -159.254762 \r\n",
       "L 258.614581 -157.258068 \r\n",
       "L 259.417615 -155.261374 \r\n",
       "L 260.254395 -153.26468 \r\n",
       "L 261.117594 -151.267986 \r\n",
       "L 262.003328 -149.271291 \r\n",
       "L 262.91164 -147.274597 \r\n",
       "L 263.846245 -145.277903 \r\n",
       "L 264.813485 -143.281209 \r\n",
       "L 265.82061 -141.284514 \r\n",
       "L 266.873617 -139.28782 \r\n",
       "L 267.974967 -137.291126 \r\n",
       "L 269.121572 -135.294432 \r\n",
       "L 270.303402 -133.297738 \r\n",
       "L 271.502973 -131.301043 \r\n",
       "L 272.695828 -129.304349 \r\n",
       "L 273.851936 -127.307655 \r\n",
       "L 274.937779 -125.310961 \r\n",
       "L 275.918783 -123.314267 \r\n",
       "L 276.761709 -121.317572 \r\n",
       "L 277.436684 -119.320878 \r\n",
       "L 277.918628 -117.324184 \r\n",
       "L 278.188036 -115.32749 \r\n",
       "L 278.231178 -113.330795 \r\n",
       "L 278.039916 -111.334101 \r\n",
       "L 277.611392 -109.337407 \r\n",
       "L 276.947809 -107.340713 \r\n",
       "L 276.056441 -105.344019 \r\n",
       "L 274.949905 -103.347324 \r\n",
       "L 273.646572 -101.35063 \r\n",
       "L 272.170908 -99.353936 \r\n",
       "L 270.553497 -97.357242 \r\n",
       "L 268.830511 -95.360548 \r\n",
       "L 267.042505 -93.363853 \r\n",
       "L 265.232532 -91.367159 \r\n",
       "L 263.443736 -89.370465 \r\n",
       "L 261.716709 -87.373771 \r\n",
       "L 260.08695 -85.377076 \r\n",
       "L 258.582777 -83.380382 \r\n",
       "L 257.223972 -81.383688 \r\n",
       "L 256.021298 -79.386994 \r\n",
       "L 254.976917 -77.3903 \r\n",
       "L 254.085558 -75.393605 \r\n",
       "L 253.33622 -73.396911 \r\n",
       "L 252.714117 -71.400217 \r\n",
       "L 252.202603 -69.403523 \r\n",
       "L 251.784823 -67.406829 \r\n",
       "L 251.444976 -65.410134 \r\n",
       "L 251.169097 -63.41344 \r\n",
       "L 250.945411 -61.416746 \r\n",
       "L 250.764334 -59.420052 \r\n",
       "L 250.61822 -57.423357 \r\n",
       "L 250.501004 -55.426663 \r\n",
       "L 250.407815 -53.429969 \r\n",
       "L 250.334635 -51.433275 \r\n",
       "L 250.278053 -49.436581 \r\n",
       "L 250.235097 -47.439886 \r\n",
       "z\r\n",
       "\" id=\"med5b8f45f5\" style=\"stroke:#545454;stroke-width:1.5;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p2fc98c532e)\">\r\n",
       "     <use style=\"fill:#75bf71;stroke:#545454;stroke-width:1.5;\" x=\"0\" xlink:href=\"#med5b8f45f5\" y=\"262.19625\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_4\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 334.121867 -61.540004 \r\n",
       "L 333.540633 -61.540004 \r\n",
       "L 333.414232 -63.300452 \r\n",
       "L 333.244108 -65.060901 \r\n",
       "L 333.019958 -66.821349 \r\n",
       "L 332.730831 -68.581797 \r\n",
       "L 332.365688 -70.342246 \r\n",
       "L 331.914122 -72.102694 \r\n",
       "L 331.367157 -73.863142 \r\n",
       "L 330.718066 -75.623591 \r\n",
       "L 329.963079 -77.384039 \r\n",
       "L 329.101899 -79.144487 \r\n",
       "L 328.137912 -80.904935 \r\n",
       "L 327.078066 -82.665384 \r\n",
       "L 325.932406 -84.425832 \r\n",
       "L 324.713341 -86.18628 \r\n",
       "L 323.434791 -87.946729 \r\n",
       "L 322.111347 -89.707177 \r\n",
       "L 320.75764 -91.467625 \r\n",
       "L 319.388031 -93.228074 \r\n",
       "L 318.016686 -94.988522 \r\n",
       "L 316.657988 -96.74897 \r\n",
       "L 315.327157 -98.509419 \r\n",
       "L 314.040875 -100.269867 \r\n",
       "L 312.81767 -102.030315 \r\n",
       "L 311.67786 -103.790763 \r\n",
       "L 310.642934 -105.551212 \r\n",
       "L 309.734342 -107.31166 \r\n",
       "L 308.971849 -109.072108 \r\n",
       "L 308.37167 -110.832557 \r\n",
       "L 307.944714 -112.593005 \r\n",
       "L 307.695276 -114.353453 \r\n",
       "L 307.620426 -116.113902 \r\n",
       "L 307.710264 -117.87435 \r\n",
       "L 307.949037 -119.634798 \r\n",
       "L 308.316945 -121.395246 \r\n",
       "L 308.79235 -123.155695 \r\n",
       "L 309.354011 -124.916143 \r\n",
       "L 309.982957 -126.676591 \r\n",
       "L 310.663715 -128.43704 \r\n",
       "L 311.3847 -130.197488 \r\n",
       "L 312.137772 -131.957936 \r\n",
       "L 312.917118 -133.718385 \r\n",
       "L 313.717759 -135.478833 \r\n",
       "L 314.534033 -137.239281 \r\n",
       "L 315.358419 -138.99973 \r\n",
       "L 316.180977 -140.760178 \r\n",
       "L 316.989529 -142.520626 \r\n",
       "L 317.770581 -144.281074 \r\n",
       "L 318.510793 -146.041523 \r\n",
       "L 319.198717 -147.801971 \r\n",
       "L 319.826461 -149.562419 \r\n",
       "L 320.390967 -151.322868 \r\n",
       "L 320.894654 -153.083316 \r\n",
       "L 321.345317 -154.843764 \r\n",
       "L 321.755294 -156.604213 \r\n",
       "L 322.14005 -158.364661 \r\n",
       "L 322.516386 -160.125109 \r\n",
       "L 322.900556 -161.885558 \r\n",
       "L 323.306546 -163.646006 \r\n",
       "L 323.744708 -165.406454 \r\n",
       "L 324.220906 -167.166902 \r\n",
       "L 324.736214 -168.927351 \r\n",
       "L 325.287136 -170.687799 \r\n",
       "L 325.866277 -172.448247 \r\n",
       "L 326.463315 -174.208696 \r\n",
       "L 327.066145 -175.969144 \r\n",
       "L 327.662034 -177.729592 \r\n",
       "L 328.238679 -179.490041 \r\n",
       "L 328.78507 -181.250489 \r\n",
       "L 329.292104 -183.010937 \r\n",
       "L 329.752953 -184.771385 \r\n",
       "L 330.163198 -186.531834 \r\n",
       "L 330.520786 -188.292282 \r\n",
       "L 330.82586 -190.05273 \r\n",
       "L 331.080519 -191.813179 \r\n",
       "L 331.288546 -193.573627 \r\n",
       "L 331.45512 -195.334075 \r\n",
       "L 331.586527 -197.094524 \r\n",
       "L 331.689844 -198.854972 \r\n",
       "L 331.772598 -200.61542 \r\n",
       "L 331.84239 -202.375869 \r\n",
       "L 331.906485 -204.136317 \r\n",
       "L 331.971406 -205.896765 \r\n",
       "L 332.042548 -207.657213 \r\n",
       "L 332.123869 -209.417662 \r\n",
       "L 332.217698 -211.17811 \r\n",
       "L 332.32467 -212.938558 \r\n",
       "L 332.443826 -214.699007 \r\n",
       "L 332.572841 -216.459455 \r\n",
       "L 332.708374 -218.219903 \r\n",
       "L 332.846482 -219.980352 \r\n",
       "L 332.983052 -221.7408 \r\n",
       "L 333.114199 -223.501248 \r\n",
       "L 333.236592 -225.261697 \r\n",
       "L 333.347678 -227.022145 \r\n",
       "L 333.445798 -228.782593 \r\n",
       "L 333.530188 -230.543041 \r\n",
       "L 333.600893 -232.30349 \r\n",
       "L 333.658627 -234.063938 \r\n",
       "L 333.704584 -235.824386 \r\n",
       "L 333.957916 -235.824386 \r\n",
       "L 333.957916 -235.824386 \r\n",
       "L 334.003873 -234.063938 \r\n",
       "L 334.061607 -232.30349 \r\n",
       "L 334.132312 -230.543041 \r\n",
       "L 334.216702 -228.782593 \r\n",
       "L 334.314822 -227.022145 \r\n",
       "L 334.425908 -225.261697 \r\n",
       "L 334.548301 -223.501248 \r\n",
       "L 334.679448 -221.7408 \r\n",
       "L 334.816018 -219.980352 \r\n",
       "L 334.954126 -218.219903 \r\n",
       "L 335.089659 -216.459455 \r\n",
       "L 335.218674 -214.699007 \r\n",
       "L 335.33783 -212.938558 \r\n",
       "L 335.444802 -211.17811 \r\n",
       "L 335.538631 -209.417662 \r\n",
       "L 335.619952 -207.657213 \r\n",
       "L 335.691094 -205.896765 \r\n",
       "L 335.756015 -204.136317 \r\n",
       "L 335.82011 -202.375869 \r\n",
       "L 335.889902 -200.61542 \r\n",
       "L 335.972656 -198.854972 \r\n",
       "L 336.075973 -197.094524 \r\n",
       "L 336.20738 -195.334075 \r\n",
       "L 336.373954 -193.573627 \r\n",
       "L 336.581981 -191.813179 \r\n",
       "L 336.83664 -190.05273 \r\n",
       "L 337.141714 -188.292282 \r\n",
       "L 337.499302 -186.531834 \r\n",
       "L 337.909547 -184.771385 \r\n",
       "L 338.370396 -183.010937 \r\n",
       "L 338.87743 -181.250489 \r\n",
       "L 339.423821 -179.490041 \r\n",
       "L 340.000466 -177.729592 \r\n",
       "L 340.596355 -175.969144 \r\n",
       "L 341.199185 -174.208696 \r\n",
       "L 341.796223 -172.448247 \r\n",
       "L 342.375364 -170.687799 \r\n",
       "L 342.926286 -168.927351 \r\n",
       "L 343.441594 -167.166902 \r\n",
       "L 343.917792 -165.406454 \r\n",
       "L 344.355954 -163.646006 \r\n",
       "L 344.761944 -161.885558 \r\n",
       "L 345.146114 -160.125109 \r\n",
       "L 345.52245 -158.364661 \r\n",
       "L 345.907206 -156.604213 \r\n",
       "L 346.317183 -154.843764 \r\n",
       "L 346.767846 -153.083316 \r\n",
       "L 347.271533 -151.322868 \r\n",
       "L 347.836039 -149.562419 \r\n",
       "L 348.463783 -147.801971 \r\n",
       "L 349.151707 -146.041523 \r\n",
       "L 349.891919 -144.281074 \r\n",
       "L 350.672971 -142.520626 \r\n",
       "L 351.481523 -140.760178 \r\n",
       "L 352.304081 -138.99973 \r\n",
       "L 353.128467 -137.239281 \r\n",
       "L 353.944741 -135.478833 \r\n",
       "L 354.745382 -133.718385 \r\n",
       "L 355.524728 -131.957936 \r\n",
       "L 356.2778 -130.197488 \r\n",
       "L 356.998785 -128.43704 \r\n",
       "L 357.679543 -126.676591 \r\n",
       "L 358.308489 -124.916143 \r\n",
       "L 358.87015 -123.155695 \r\n",
       "L 359.345555 -121.395246 \r\n",
       "L 359.713463 -119.634798 \r\n",
       "L 359.952236 -117.87435 \r\n",
       "L 360.042074 -116.113902 \r\n",
       "L 359.967224 -114.353453 \r\n",
       "L 359.717786 -112.593005 \r\n",
       "L 359.29083 -110.832557 \r\n",
       "L 358.690651 -109.072108 \r\n",
       "L 357.928158 -107.31166 \r\n",
       "L 357.019566 -105.551212 \r\n",
       "L 355.98464 -103.790763 \r\n",
       "L 354.84483 -102.030315 \r\n",
       "L 353.621625 -100.269867 \r\n",
       "L 352.335343 -98.509419 \r\n",
       "L 351.004512 -96.74897 \r\n",
       "L 349.645814 -94.988522 \r\n",
       "L 348.274469 -93.228074 \r\n",
       "L 346.90486 -91.467625 \r\n",
       "L 345.551153 -89.707177 \r\n",
       "L 344.227709 -87.946729 \r\n",
       "L 342.949159 -86.18628 \r\n",
       "L 341.730094 -84.425832 \r\n",
       "L 340.584434 -82.665384 \r\n",
       "L 339.524588 -80.904935 \r\n",
       "L 338.560601 -79.144487 \r\n",
       "L 337.699421 -77.384039 \r\n",
       "L 336.944434 -75.623591 \r\n",
       "L 336.295343 -73.863142 \r\n",
       "L 335.748378 -72.102694 \r\n",
       "L 335.296812 -70.342246 \r\n",
       "L 334.931669 -68.581797 \r\n",
       "L 334.642542 -66.821349 \r\n",
       "L 334.418392 -65.060901 \r\n",
       "L 334.248268 -63.300452 \r\n",
       "L 334.121867 -61.540004 \r\n",
       "z\r\n",
       "\" id=\"mff5713b2ba\" style=\"stroke:#545454;stroke-width:1.5;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p2fc98c532e)\">\r\n",
       "     <use style=\"fill:#c76e6e;stroke:#545454;stroke-width:1.5;\" x=\"0\" xlink:href=\"#mff5713b2ba\" y=\"262.19625\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"mdd198bf341\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"82.73125\" xlink:href=\"#mdd198bf341\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- Thur -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M -0.296875 72.90625 \r\n",
       "L 61.375 72.90625 \r\n",
       "L 61.375 64.59375 \r\n",
       "L 35.5 64.59375 \r\n",
       "L 35.5 0 \r\n",
       "L 25.59375 0 \r\n",
       "L 25.59375 64.59375 \r\n",
       "L -0.296875 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-84\"/>\r\n",
       "       <path d=\"M 54.890625 33.015625 \r\n",
       "L 54.890625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 45.90625 32.71875 \r\n",
       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 75.984375 \r\n",
       "L 18.109375 75.984375 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
       "Q 30.078125 56 35.796875 56 \r\n",
       "Q 45.21875 56 50.046875 50.171875 \r\n",
       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-104\"/>\r\n",
       "       <path d=\"M 8.5 21.578125 \r\n",
       "L 8.5 54.6875 \r\n",
       "L 17.484375 54.6875 \r\n",
       "L 17.484375 21.921875 \r\n",
       "Q 17.484375 14.15625 20.5 10.265625 \r\n",
       "Q 23.53125 6.390625 29.59375 6.390625 \r\n",
       "Q 36.859375 6.390625 41.078125 11.03125 \r\n",
       "Q 45.3125 15.671875 45.3125 23.6875 \r\n",
       "L 45.3125 54.6875 \r\n",
       "L 54.296875 54.6875 \r\n",
       "L 54.296875 0 \r\n",
       "L 45.3125 0 \r\n",
       "L 45.3125 8.40625 \r\n",
       "Q 42.046875 3.421875 37.71875 1 \r\n",
       "Q 33.40625 -1.421875 27.6875 -1.421875 \r\n",
       "Q 18.265625 -1.421875 13.375 4.4375 \r\n",
       "Q 8.5 10.296875 8.5 21.578125 \r\n",
       "z\r\n",
       "M 31.109375 56 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-117\"/>\r\n",
       "       <path d=\"M 41.109375 46.296875 \r\n",
       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
       "Q 36.03125 48 33.890625 48 \r\n",
       "Q 26.265625 48 22.1875 43.046875 \r\n",
       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
       "Q 30.03125 56 36.53125 56 \r\n",
       "Q 37.453125 56 38.578125 55.875 \r\n",
       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-114\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(71.284375 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-84\"/>\r\n",
       "       <use x=\"61.083984\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
       "       <use x=\"124.462891\" xlink:href=\"#DejaVuSans-117\"/>\r\n",
       "       <use x=\"187.841797\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"166.43125\" xlink:href=\"#mdd198bf341\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- Fri -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 9.8125 72.90625 \r\n",
       "L 51.703125 72.90625 \r\n",
       "L 51.703125 64.59375 \r\n",
       "L 19.671875 64.59375 \r\n",
       "L 19.671875 43.109375 \r\n",
       "L 48.578125 43.109375 \r\n",
       "L 48.578125 34.8125 \r\n",
       "L 19.671875 34.8125 \r\n",
       "L 19.671875 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-70\"/>\r\n",
       "       <path d=\"M 9.421875 54.6875 \r\n",
       "L 18.40625 54.6875 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 64.59375 \r\n",
       "L 9.421875 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-105\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(160.116406 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-70\"/>\r\n",
       "       <use x=\"57.410156\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "       <use x=\"98.523438\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"250.13125\" xlink:href=\"#mdd198bf341\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- Sat -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 53.515625 70.515625 \r\n",
       "L 53.515625 60.890625 \r\n",
       "Q 47.90625 63.578125 42.921875 64.890625 \r\n",
       "Q 37.9375 66.21875 33.296875 66.21875 \r\n",
       "Q 25.25 66.21875 20.875 63.09375 \r\n",
       "Q 16.5 59.96875 16.5 54.203125 \r\n",
       "Q 16.5 49.359375 19.40625 46.890625 \r\n",
       "Q 22.3125 44.4375 30.421875 42.921875 \r\n",
       "L 36.375 41.703125 \r\n",
       "Q 47.40625 39.59375 52.65625 34.296875 \r\n",
       "Q 57.90625 29 57.90625 20.125 \r\n",
       "Q 57.90625 9.515625 50.796875 4.046875 \r\n",
       "Q 43.703125 -1.421875 29.984375 -1.421875 \r\n",
       "Q 24.8125 -1.421875 18.96875 -0.25 \r\n",
       "Q 13.140625 0.921875 6.890625 3.21875 \r\n",
       "L 6.890625 13.375 \r\n",
       "Q 12.890625 10.015625 18.65625 8.296875 \r\n",
       "Q 24.421875 6.59375 29.984375 6.59375 \r\n",
       "Q 38.421875 6.59375 43.015625 9.90625 \r\n",
       "Q 47.609375 13.234375 47.609375 19.390625 \r\n",
       "Q 47.609375 24.75 44.3125 27.78125 \r\n",
       "Q 41.015625 30.8125 33.5 32.328125 \r\n",
       "L 27.484375 33.5 \r\n",
       "Q 16.453125 35.6875 11.515625 40.375 \r\n",
       "Q 6.59375 45.0625 6.59375 53.421875 \r\n",
       "Q 6.59375 63.09375 13.40625 68.65625 \r\n",
       "Q 20.21875 74.21875 32.171875 74.21875 \r\n",
       "Q 37.3125 74.21875 42.625 73.28125 \r\n",
       "Q 47.953125 72.359375 53.515625 70.515625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-83\"/>\r\n",
       "       <path d=\"M 34.28125 27.484375 \r\n",
       "Q 23.390625 27.484375 19.1875 25 \r\n",
       "Q 14.984375 22.515625 14.984375 16.5 \r\n",
       "Q 14.984375 11.71875 18.140625 8.90625 \r\n",
       "Q 21.296875 6.109375 26.703125 6.109375 \r\n",
       "Q 34.1875 6.109375 38.703125 11.40625 \r\n",
       "Q 43.21875 16.703125 43.21875 25.484375 \r\n",
       "L 43.21875 27.484375 \r\n",
       "z\r\n",
       "M 52.203125 31.203125 \r\n",
       "L 52.203125 0 \r\n",
       "L 43.21875 0 \r\n",
       "L 43.21875 8.296875 \r\n",
       "Q 40.140625 3.328125 35.546875 0.953125 \r\n",
       "Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
       "Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
       "Q 6 8.015625 6 15.921875 \r\n",
       "Q 6 25.140625 12.171875 29.828125 \r\n",
       "Q 18.359375 34.515625 30.609375 34.515625 \r\n",
       "L 43.21875 34.515625 \r\n",
       "L 43.21875 35.40625 \r\n",
       "Q 43.21875 41.609375 39.140625 45 \r\n",
       "Q 35.0625 48.390625 27.6875 48.390625 \r\n",
       "Q 23 48.390625 18.546875 47.265625 \r\n",
       "Q 14.109375 46.140625 10.015625 43.890625 \r\n",
       "L 10.015625 52.203125 \r\n",
       "Q 14.9375 54.109375 19.578125 55.046875 \r\n",
       "Q 24.21875 56 28.609375 56 \r\n",
       "Q 40.484375 56 46.34375 49.84375 \r\n",
       "Q 52.203125 43.703125 52.203125 31.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-97\"/>\r\n",
       "       <path d=\"M 18.3125 70.21875 \r\n",
       "L 18.3125 54.6875 \r\n",
       "L 36.8125 54.6875 \r\n",
       "L 36.8125 47.703125 \r\n",
       "L 18.3125 47.703125 \r\n",
       "L 18.3125 18.015625 \r\n",
       "Q 18.3125 11.328125 20.140625 9.421875 \r\n",
       "Q 21.96875 7.515625 27.59375 7.515625 \r\n",
       "L 36.8125 7.515625 \r\n",
       "L 36.8125 0 \r\n",
       "L 27.59375 0 \r\n",
       "Q 17.1875 0 13.234375 3.875 \r\n",
       "Q 9.28125 7.765625 9.28125 18.015625 \r\n",
       "L 9.28125 47.703125 \r\n",
       "L 2.6875 47.703125 \r\n",
       "L 2.6875 54.6875 \r\n",
       "L 9.28125 54.6875 \r\n",
       "L 9.28125 70.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-116\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(241.932813 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-83\"/>\r\n",
       "       <use x=\"63.476562\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "       <use x=\"124.755859\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"333.83125\" xlink:href=\"#mdd198bf341\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- Sun -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 54.890625 33.015625 \r\n",
       "L 54.890625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 45.90625 32.71875 \r\n",
       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
       "Q 30.078125 56 35.796875 56 \r\n",
       "Q 45.21875 56 50.046875 50.171875 \r\n",
       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-110\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(324.319531 239.238437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-83\"/>\r\n",
       "       <use x=\"63.476562\" xlink:href=\"#DejaVuSans-117\"/>\r\n",
       "       <use x=\"126.855469\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_5\">\r\n",
       "     <!-- day -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 45.40625 46.390625 \r\n",
       "L 45.40625 75.984375 \r\n",
       "L 54.390625 75.984375 \r\n",
       "L 54.390625 0 \r\n",
       "L 45.40625 0 \r\n",
       "L 45.40625 8.203125 \r\n",
       "Q 42.578125 3.328125 38.25 0.953125 \r\n",
       "Q 33.9375 -1.421875 27.875 -1.421875 \r\n",
       "Q 17.96875 -1.421875 11.734375 6.484375 \r\n",
       "Q 5.515625 14.40625 5.515625 27.296875 \r\n",
       "Q 5.515625 40.1875 11.734375 48.09375 \r\n",
       "Q 17.96875 56 27.875 56 \r\n",
       "Q 33.9375 56 38.25 53.625 \r\n",
       "Q 42.578125 51.265625 45.40625 46.390625 \r\n",
       "z\r\n",
       "M 14.796875 27.296875 \r\n",
       "Q 14.796875 17.390625 18.875 11.75 \r\n",
       "Q 22.953125 6.109375 30.078125 6.109375 \r\n",
       "Q 37.203125 6.109375 41.296875 11.75 \r\n",
       "Q 45.40625 17.390625 45.40625 27.296875 \r\n",
       "Q 45.40625 37.203125 41.296875 42.84375 \r\n",
       "Q 37.203125 48.484375 30.078125 48.484375 \r\n",
       "Q 22.953125 48.484375 18.875 42.84375 \r\n",
       "Q 14.796875 37.203125 14.796875 27.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-100\"/>\r\n",
       "      <path d=\"M 32.171875 -5.078125 \r\n",
       "Q 28.375 -14.84375 24.75 -17.8125 \r\n",
       "Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
       "L 7.90625 -20.796875 \r\n",
       "L 7.90625 -13.28125 \r\n",
       "L 13.1875 -13.28125 \r\n",
       "Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
       "Q 21 -9.765625 23.484375 -3.21875 \r\n",
       "L 25.09375 0.875 \r\n",
       "L 2.984375 54.6875 \r\n",
       "L 12.5 54.6875 \r\n",
       "L 29.59375 11.921875 \r\n",
       "L 46.6875 54.6875 \r\n",
       "L 56.203125 54.6875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-121\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(199.083594 252.916562)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-100\"/>\r\n",
       "      <use x=\"63.476562\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"124.755859\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"m305f2930d7\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m305f2930d7\" y=\"200.096836\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 31.78125 66.40625 \r\n",
       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
       "Q 16.5 51.421875 16.5 36.375 \r\n",
       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
       "Q 47.125 21.390625 47.125 36.375 \r\n",
       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
       "z\r\n",
       "M 31.78125 74.21875 \r\n",
       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-48\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(27.51875 203.896055)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m305f2930d7\" y=\"168.850795\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 10 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 12.40625 8.296875 \r\n",
       "L 28.515625 8.296875 \r\n",
       "L 28.515625 63.921875 \r\n",
       "L 10.984375 60.40625 \r\n",
       "L 10.984375 69.390625 \r\n",
       "L 28.421875 72.90625 \r\n",
       "L 38.28125 72.90625 \r\n",
       "L 38.28125 8.296875 \r\n",
       "L 54.390625 8.296875 \r\n",
       "L 54.390625 0 \r\n",
       "L 12.40625 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-49\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(21.15625 172.650013)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m305f2930d7\" y=\"137.604753\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 20 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 19.1875 8.296875 \r\n",
       "L 53.609375 8.296875 \r\n",
       "L 53.609375 0 \r\n",
       "L 7.328125 0 \r\n",
       "L 7.328125 8.296875 \r\n",
       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
       "L 7.8125 69.390625 \r\n",
       "Q 13.765625 71.78125 18.9375 73 \r\n",
       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-50\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(21.15625 141.403972)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m305f2930d7\" y=\"106.358711\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- 30 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 40.578125 39.3125 \r\n",
       "Q 47.65625 37.796875 51.625 33 \r\n",
       "Q 55.609375 28.21875 55.609375 21.1875 \r\n",
       "Q 55.609375 10.40625 48.1875 4.484375 \r\n",
       "Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
       "Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
       "Q 12.796875 0.390625 7.625 2.203125 \r\n",
       "L 7.625 11.71875 \r\n",
       "Q 11.71875 9.328125 16.59375 8.109375 \r\n",
       "Q 21.484375 6.890625 26.8125 6.890625 \r\n",
       "Q 36.078125 6.890625 40.9375 10.546875 \r\n",
       "Q 45.796875 14.203125 45.796875 21.1875 \r\n",
       "Q 45.796875 27.640625 41.28125 31.265625 \r\n",
       "Q 36.765625 34.90625 28.71875 34.90625 \r\n",
       "L 20.21875 34.90625 \r\n",
       "L 20.21875 43.015625 \r\n",
       "L 29.109375 43.015625 \r\n",
       "Q 36.375 43.015625 40.234375 45.921875 \r\n",
       "Q 44.09375 48.828125 44.09375 54.296875 \r\n",
       "Q 44.09375 59.90625 40.109375 62.90625 \r\n",
       "Q 36.140625 65.921875 28.71875 65.921875 \r\n",
       "Q 24.65625 65.921875 20.015625 65.03125 \r\n",
       "Q 15.375 64.15625 9.8125 62.3125 \r\n",
       "L 9.8125 71.09375 \r\n",
       "Q 15.4375 72.65625 20.34375 73.4375 \r\n",
       "Q 25.25 74.21875 29.59375 74.21875 \r\n",
       "Q 40.828125 74.21875 47.359375 69.109375 \r\n",
       "Q 53.90625 64.015625 53.90625 55.328125 \r\n",
       "Q 53.90625 49.265625 50.4375 45.09375 \r\n",
       "Q 46.96875 40.921875 40.578125 39.3125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-51\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(21.15625 110.15793)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-51\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m305f2930d7\" y=\"75.112669\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- 40 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 37.796875 64.3125 \r\n",
       "L 12.890625 25.390625 \r\n",
       "L 37.796875 25.390625 \r\n",
       "z\r\n",
       "M 35.203125 72.90625 \r\n",
       "L 47.609375 72.90625 \r\n",
       "L 47.609375 25.390625 \r\n",
       "L 58.015625 25.390625 \r\n",
       "L 58.015625 17.1875 \r\n",
       "L 47.609375 17.1875 \r\n",
       "L 47.609375 0 \r\n",
       "L 37.796875 0 \r\n",
       "L 37.796875 17.1875 \r\n",
       "L 4.890625 17.1875 \r\n",
       "L 4.890625 26.703125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-52\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(21.15625 78.911888)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m305f2930d7\" y=\"43.866628\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- 50 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 10.796875 72.90625 \r\n",
       "L 49.515625 72.90625 \r\n",
       "L 49.515625 64.59375 \r\n",
       "L 19.828125 64.59375 \r\n",
       "L 19.828125 46.734375 \r\n",
       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
       "Q 40.625 48.1875 47.75 41.5 \r\n",
       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
       "L 7.71875 11.625 \r\n",
       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
       "Q 45.015625 31 40.078125 35.4375 \r\n",
       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-53\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(21.15625 47.665846)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_7\">\r\n",
       "     <g id=\"line2d_11\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m305f2930d7\" y=\"12.620586\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_12\">\r\n",
       "      <!-- 60 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 33.015625 40.375 \r\n",
       "Q 26.375 40.375 22.484375 35.828125 \r\n",
       "Q 18.609375 31.296875 18.609375 23.390625 \r\n",
       "Q 18.609375 15.53125 22.484375 10.953125 \r\n",
       "Q 26.375 6.390625 33.015625 6.390625 \r\n",
       "Q 39.65625 6.390625 43.53125 10.953125 \r\n",
       "Q 47.40625 15.53125 47.40625 23.390625 \r\n",
       "Q 47.40625 31.296875 43.53125 35.828125 \r\n",
       "Q 39.65625 40.375 33.015625 40.375 \r\n",
       "z\r\n",
       "M 52.59375 71.296875 \r\n",
       "L 52.59375 62.3125 \r\n",
       "Q 48.875 64.0625 45.09375 64.984375 \r\n",
       "Q 41.3125 65.921875 37.59375 65.921875 \r\n",
       "Q 27.828125 65.921875 22.671875 59.328125 \r\n",
       "Q 17.53125 52.734375 16.796875 39.40625 \r\n",
       "Q 19.671875 43.65625 24.015625 45.921875 \r\n",
       "Q 28.375 48.1875 33.59375 48.1875 \r\n",
       "Q 44.578125 48.1875 50.953125 41.515625 \r\n",
       "Q 57.328125 34.859375 57.328125 23.390625 \r\n",
       "Q 57.328125 12.15625 50.6875 5.359375 \r\n",
       "Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
       "Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
       "Q 6.984375 17.96875 6.984375 36.375 \r\n",
       "Q 6.984375 53.65625 15.1875 63.9375 \r\n",
       "Q 23.390625 74.21875 37.203125 74.21875 \r\n",
       "Q 40.921875 74.21875 44.703125 73.484375 \r\n",
       "Q 48.484375 72.75 52.59375 71.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-54\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(21.15625 16.419805)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_13\">\r\n",
       "     <!-- total_bill -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 30.609375 48.390625 \r\n",
       "Q 23.390625 48.390625 19.1875 42.75 \r\n",
       "Q 14.984375 37.109375 14.984375 27.296875 \r\n",
       "Q 14.984375 17.484375 19.15625 11.84375 \r\n",
       "Q 23.34375 6.203125 30.609375 6.203125 \r\n",
       "Q 37.796875 6.203125 41.984375 11.859375 \r\n",
       "Q 46.1875 17.53125 46.1875 27.296875 \r\n",
       "Q 46.1875 37.015625 41.984375 42.703125 \r\n",
       "Q 37.796875 48.390625 30.609375 48.390625 \r\n",
       "z\r\n",
       "M 30.609375 56 \r\n",
       "Q 42.328125 56 49.015625 48.375 \r\n",
       "Q 55.71875 40.765625 55.71875 27.296875 \r\n",
       "Q 55.71875 13.875 49.015625 6.21875 \r\n",
       "Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
       "Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
       "Q 5.515625 13.875 5.515625 27.296875 \r\n",
       "Q 5.515625 40.765625 12.171875 48.375 \r\n",
       "Q 18.84375 56 30.609375 56 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-111\"/>\r\n",
       "      <path d=\"M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-108\"/>\r\n",
       "      <path d=\"M 50.984375 -16.609375 \r\n",
       "L 50.984375 -23.578125 \r\n",
       "L -0.984375 -23.578125 \r\n",
       "L -0.984375 -16.609375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-95\"/>\r\n",
       "      <path d=\"M 48.6875 27.296875 \r\n",
       "Q 48.6875 37.203125 44.609375 42.84375 \r\n",
       "Q 40.53125 48.484375 33.40625 48.484375 \r\n",
       "Q 26.265625 48.484375 22.1875 42.84375 \r\n",
       "Q 18.109375 37.203125 18.109375 27.296875 \r\n",
       "Q 18.109375 17.390625 22.1875 11.75 \r\n",
       "Q 26.265625 6.109375 33.40625 6.109375 \r\n",
       "Q 40.53125 6.109375 44.609375 11.75 \r\n",
       "Q 48.6875 17.390625 48.6875 27.296875 \r\n",
       "z\r\n",
       "M 18.109375 46.390625 \r\n",
       "Q 20.953125 51.265625 25.265625 53.625 \r\n",
       "Q 29.59375 56 35.59375 56 \r\n",
       "Q 45.5625 56 51.78125 48.09375 \r\n",
       "Q 58.015625 40.1875 58.015625 27.296875 \r\n",
       "Q 58.015625 14.40625 51.78125 6.484375 \r\n",
       "Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
       "Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
       "Q 20.953125 3.328125 18.109375 8.203125 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 75.984375 \r\n",
       "L 18.109375 75.984375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-98\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(14.798438 137.194219)rotate(-90)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"39.208984\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "      <use x=\"100.390625\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"139.599609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"200.878906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "      <use x=\"228.662109\" xlink:href=\"#DejaVuSans-95\"/>\r\n",
       "      <use x=\"278.662109\" xlink:href=\"#DejaVuSans-98\"/>\r\n",
       "      <use x=\"342.138672\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      <use x=\"369.921875\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "      <use x=\"397.705078\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_12\">\r\n",
       "    <path clip-path=\"url(#p2fc98c532e)\" d=\"M 82.73125 176.631059 \r\n",
       "L 82.73125 106.983632 \r\n",
       "\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_13\">\r\n",
       "    <path clip-path=\"url(#p2fc98c532e)\" d=\"M 82.73125 161.218949 \r\n",
       "L 82.73125 137.120439 \r\n",
       "\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_14\">\r\n",
       "    <path clip-path=\"url(#p2fc98c532e)\" d=\"M 166.43125 182.130362 \r\n",
       "L 166.43125 109.577054 \r\n",
       "\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_15\">\r\n",
       "    <path clip-path=\"url(#p2fc98c532e)\" d=\"M 166.43125 162.304749 \r\n",
       "L 166.43125 132.136696 \r\n",
       "\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_16\">\r\n",
       "    <path clip-path=\"url(#p2fc98c532e)\" d=\"M 250.13125 190.504302 \r\n",
       "L 250.13125 76.92494 \r\n",
       "\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_17\">\r\n",
       "    <path clip-path=\"url(#p2fc98c532e)\" d=\"M 250.13125 156.649215 \r\n",
       "L 250.13125 122.794129 \r\n",
       "\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_18\">\r\n",
       "    <path clip-path=\"url(#p2fc98c532e)\" d=\"M 333.83125 177.443456 \r\n",
       "L 333.83125 73.394137 \r\n",
       "\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_19\">\r\n",
       "    <path clip-path=\"url(#p2fc98c532e)\" d=\"M 333.83125 153.266831 \r\n",
       "L 333.83125 120.114781 \r\n",
       "\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 40.88125 224.64 \r\n",
       "L 40.88125 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path d=\"M 375.68125 224.64 \r\n",
       "L 375.68125 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 40.88125 224.64 \r\n",
       "L 375.68125 224.64 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 40.88125 7.2 \r\n",
       "L 375.68125 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_1\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 1.5 \r\n",
       "C 0.397805 1.5 0.77937 1.341951 1.06066 1.06066 \r\n",
       "C 1.341951 0.77937 1.5 0.397805 1.5 0 \r\n",
       "C 1.5 -0.397805 1.341951 -0.77937 1.06066 -1.06066 \r\n",
       "C 0.77937 -1.341951 0.397805 -1.5 0 -1.5 \r\n",
       "C -0.397805 -1.5 -0.77937 -1.341951 -1.06066 -1.06066 \r\n",
       "C -1.341951 -0.77937 -1.5 -0.397805 -1.5 0 \r\n",
       "C -1.5 0.397805 -1.341951 0.77937 -1.06066 1.06066 \r\n",
       "C -0.77937 1.341951 -0.397805 1.5 0 1.5 \r\n",
       "z\r\n",
       "\" id=\"m175700325c\" style=\"stroke:#545454;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p2fc98c532e)\">\r\n",
       "     <use style=\"fill:#ffffff;stroke:#545454;\" x=\"82.73125\" xlink:href=\"#m175700325c\" y=\"149.478249\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_2\">\r\n",
       "    <g clip-path=\"url(#p2fc98c532e)\">\r\n",
       "     <use style=\"fill:#ffffff;stroke:#545454;\" x=\"166.43125\" xlink:href=\"#m175700325c\" y=\"152.040424\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_3\">\r\n",
       "    <g clip-path=\"url(#p2fc98c532e)\">\r\n",
       "     <use style=\"fill:#ffffff;stroke:#545454;\" x=\"250.13125\" xlink:href=\"#m175700325c\" y=\"143.104056\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_4\">\r\n",
       "    <g clip-path=\"url(#p2fc98c532e)\">\r\n",
       "     <use style=\"fill:#ffffff;stroke:#545454;\" x=\"333.83125\" xlink:href=\"#m175700325c\" y=\"138.760857\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"p2fc98c532e\">\r\n",
       "   <rect height=\"217.44\" width=\"334.8\" x=\"40.88125\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# group by day\n",
    "\n",
    "ax = sns.violinplot(x=\"day\", y=\"total_bill\", data=tips, palette=\"muted\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
       "<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 382.88125 262.19625\" width=\"382.88125pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">\r\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
       "  </style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 262.19625 \r\n",
       "L 382.88125 262.19625 \r\n",
       "L 382.88125 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 40.88125 224.64 \r\n",
       "L 375.68125 224.64 \r\n",
       "L 375.68125 7.2 \r\n",
       "L 40.88125 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_1\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 82.73125 -66.783188 \r\n",
       "L 82.036416 -66.783188 \r\n",
       "L 81.770072 -68.321552 \r\n",
       "L 81.42414 -69.859916 \r\n",
       "L 80.983264 -71.398281 \r\n",
       "L 80.43181 -72.936645 \r\n",
       "L 79.754696 -74.475009 \r\n",
       "L 78.938358 -76.013374 \r\n",
       "L 77.971796 -77.551738 \r\n",
       "L 76.847627 -79.090102 \r\n",
       "L 75.56305 -80.628466 \r\n",
       "L 74.120651 -82.166831 \r\n",
       "L 72.528966 -83.705195 \r\n",
       "L 70.802738 -85.243559 \r\n",
       "L 68.962834 -86.781923 \r\n",
       "L 67.035805 -88.320288 \r\n",
       "L 65.0531 -89.858652 \r\n",
       "L 63.049967 -91.397016 \r\n",
       "L 61.064094 -92.935381 \r\n",
       "L 59.134077 -94.473745 \r\n",
       "L 57.297804 -96.012109 \r\n",
       "L 55.590867 -97.550473 \r\n",
       "L 54.045127 -99.088838 \r\n",
       "L 52.687527 -100.627202 \r\n",
       "L 51.539273 -102.165566 \r\n",
       "L 50.615416 -103.70393 \r\n",
       "L 49.924862 -105.242295 \r\n",
       "L 49.470771 -106.780659 \r\n",
       "L 49.25125 -108.319023 \r\n",
       "L 49.260213 -109.857388 \r\n",
       "L 49.488276 -111.395752 \r\n",
       "L 49.923538 -112.934116 \r\n",
       "L 50.552162 -114.47248 \r\n",
       "L 51.358714 -116.010845 \r\n",
       "L 52.326253 -117.549209 \r\n",
       "L 53.436269 -119.087573 \r\n",
       "L 54.66855 -120.625937 \r\n",
       "L 56.001111 -122.164302 \r\n",
       "L 57.410292 -123.702666 \r\n",
       "L 58.871083 -125.24103 \r\n",
       "L 60.357718 -126.779395 \r\n",
       "L 61.844498 -128.317759 \r\n",
       "L 63.306763 -129.856123 \r\n",
       "L 64.721923 -131.394487 \r\n",
       "L 66.070423 -132.932852 \r\n",
       "L 67.336524 -134.471216 \r\n",
       "L 68.50884 -136.00958 \r\n",
       "L 69.580551 -137.547944 \r\n",
       "L 70.549293 -139.086309 \r\n",
       "L 71.416753 -140.624673 \r\n",
       "L 72.188003 -142.163037 \r\n",
       "L 72.870667 -143.701402 \r\n",
       "L 73.474005 -145.239766 \r\n",
       "L 74.008 -146.77813 \r\n",
       "L 74.482554 -148.316494 \r\n",
       "L 74.906847 -149.854859 \r\n",
       "L 75.288923 -151.393223 \r\n",
       "L 75.635518 -152.931587 \r\n",
       "L 75.952118 -154.469951 \r\n",
       "L 76.243202 -156.008316 \r\n",
       "L 76.512599 -157.54668 \r\n",
       "L 76.763857 -159.085044 \r\n",
       "L 77.00056 -160.623409 \r\n",
       "L 77.226481 -162.161773 \r\n",
       "L 77.445565 -163.700137 \r\n",
       "L 77.661703 -165.238501 \r\n",
       "L 77.878351 -166.776866 \r\n",
       "L 78.098074 -168.31523 \r\n",
       "L 78.322097 -169.853594 \r\n",
       "L 78.549981 -171.391958 \r\n",
       "L 78.779496 -172.930323 \r\n",
       "L 79.006767 -174.468687 \r\n",
       "L 79.226673 -176.007051 \r\n",
       "L 79.433479 -177.545415 \r\n",
       "L 79.621613 -179.08378 \r\n",
       "L 79.786467 -180.622144 \r\n",
       "L 79.925114 -182.160508 \r\n",
       "L 80.036822 -183.698873 \r\n",
       "L 80.123289 -185.237237 \r\n",
       "L 80.188563 -186.775601 \r\n",
       "L 80.238657 -188.313965 \r\n",
       "L 80.280908 -189.85233 \r\n",
       "L 80.323183 -191.390694 \r\n",
       "L 80.37303 -192.929058 \r\n",
       "L 80.436892 -194.467422 \r\n",
       "L 80.519476 -196.005787 \r\n",
       "L 80.623356 -197.544151 \r\n",
       "L 80.748831 -199.082515 \r\n",
       "L 80.89405 -200.62088 \r\n",
       "L 81.055353 -202.159244 \r\n",
       "L 81.227773 -203.697608 \r\n",
       "L 81.405621 -205.235972 \r\n",
       "L 81.583074 -206.774337 \r\n",
       "L 81.754704 -208.312701 \r\n",
       "L 81.915891 -209.851065 \r\n",
       "L 82.06309 -211.389429 \r\n",
       "L 82.193957 -212.927794 \r\n",
       "L 82.307335 -214.466158 \r\n",
       "L 82.403129 -216.004522 \r\n",
       "L 82.482115 -217.542887 \r\n",
       "L 82.545708 -219.081251 \r\n",
       "L 82.73125 -219.081251 \r\n",
       "L 82.73125 -219.081251 \r\n",
       "L 82.73125 -217.542887 \r\n",
       "L 82.73125 -216.004522 \r\n",
       "L 82.73125 -214.466158 \r\n",
       "L 82.73125 -212.927794 \r\n",
       "L 82.73125 -211.389429 \r\n",
       "L 82.73125 -209.851065 \r\n",
       "L 82.73125 -208.312701 \r\n",
       "L 82.73125 -206.774337 \r\n",
       "L 82.73125 -205.235972 \r\n",
       "L 82.73125 -203.697608 \r\n",
       "L 82.73125 -202.159244 \r\n",
       "L 82.73125 -200.62088 \r\n",
       "L 82.73125 -199.082515 \r\n",
       "L 82.73125 -197.544151 \r\n",
       "L 82.73125 -196.005787 \r\n",
       "L 82.73125 -194.467422 \r\n",
       "L 82.73125 -192.929058 \r\n",
       "L 82.73125 -191.390694 \r\n",
       "L 82.73125 -189.85233 \r\n",
       "L 82.73125 -188.313965 \r\n",
       "L 82.73125 -186.775601 \r\n",
       "L 82.73125 -185.237237 \r\n",
       "L 82.73125 -183.698873 \r\n",
       "L 82.73125 -182.160508 \r\n",
       "L 82.73125 -180.622144 \r\n",
       "L 82.73125 -179.08378 \r\n",
       "L 82.73125 -177.545415 \r\n",
       "L 82.73125 -176.007051 \r\n",
       "L 82.73125 -174.468687 \r\n",
       "L 82.73125 -172.930323 \r\n",
       "L 82.73125 -171.391958 \r\n",
       "L 82.73125 -169.853594 \r\n",
       "L 82.73125 -168.31523 \r\n",
       "L 82.73125 -166.776866 \r\n",
       "L 82.73125 -165.238501 \r\n",
       "L 82.73125 -163.700137 \r\n",
       "L 82.73125 -162.161773 \r\n",
       "L 82.73125 -160.623409 \r\n",
       "L 82.73125 -159.085044 \r\n",
       "L 82.73125 -157.54668 \r\n",
       "L 82.73125 -156.008316 \r\n",
       "L 82.73125 -154.469951 \r\n",
       "L 82.73125 -152.931587 \r\n",
       "L 82.73125 -151.393223 \r\n",
       "L 82.73125 -149.854859 \r\n",
       "L 82.73125 -148.316494 \r\n",
       "L 82.73125 -146.77813 \r\n",
       "L 82.73125 -145.239766 \r\n",
       "L 82.73125 -143.701402 \r\n",
       "L 82.73125 -142.163037 \r\n",
       "L 82.73125 -140.624673 \r\n",
       "L 82.73125 -139.086309 \r\n",
       "L 82.73125 -137.547944 \r\n",
       "L 82.73125 -136.00958 \r\n",
       "L 82.73125 -134.471216 \r\n",
       "L 82.73125 -132.932852 \r\n",
       "L 82.73125 -131.394487 \r\n",
       "L 82.73125 -129.856123 \r\n",
       "L 82.73125 -128.317759 \r\n",
       "L 82.73125 -126.779395 \r\n",
       "L 82.73125 -125.24103 \r\n",
       "L 82.73125 -123.702666 \r\n",
       "L 82.73125 -122.164302 \r\n",
       "L 82.73125 -120.625937 \r\n",
       "L 82.73125 -119.087573 \r\n",
       "L 82.73125 -117.549209 \r\n",
       "L 82.73125 -116.010845 \r\n",
       "L 82.73125 -114.47248 \r\n",
       "L 82.73125 -112.934116 \r\n",
       "L 82.73125 -111.395752 \r\n",
       "L 82.73125 -109.857388 \r\n",
       "L 82.73125 -108.319023 \r\n",
       "L 82.73125 -106.780659 \r\n",
       "L 82.73125 -105.242295 \r\n",
       "L 82.73125 -103.70393 \r\n",
       "L 82.73125 -102.165566 \r\n",
       "L 82.73125 -100.627202 \r\n",
       "L 82.73125 -99.088838 \r\n",
       "L 82.73125 -97.550473 \r\n",
       "L 82.73125 -96.012109 \r\n",
       "L 82.73125 -94.473745 \r\n",
       "L 82.73125 -92.935381 \r\n",
       "L 82.73125 -91.397016 \r\n",
       "L 82.73125 -89.858652 \r\n",
       "L 82.73125 -88.320288 \r\n",
       "L 82.73125 -86.781923 \r\n",
       "L 82.73125 -85.243559 \r\n",
       "L 82.73125 -83.705195 \r\n",
       "L 82.73125 -82.166831 \r\n",
       "L 82.73125 -80.628466 \r\n",
       "L 82.73125 -79.090102 \r\n",
       "L 82.73125 -77.551738 \r\n",
       "L 82.73125 -76.013374 \r\n",
       "L 82.73125 -74.475009 \r\n",
       "L 82.73125 -72.936645 \r\n",
       "L 82.73125 -71.398281 \r\n",
       "L 82.73125 -69.859916 \r\n",
       "L 82.73125 -68.321552 \r\n",
       "L 82.73125 -66.783188 \r\n",
       "z\r\n",
       "\" id=\"m4c3d243553\" style=\"stroke:#545454;stroke-width:1.5;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#pea1ec59f6e)\">\r\n",
       "     <use style=\"fill:#597dbf;stroke:#545454;stroke-width:1.5;\" x=\"0\" xlink:href=\"#m4c3d243553\" y=\"262.19625\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_2\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 166.43125 -79.704389 \r\n",
       "L 165.058317 -79.704389 \r\n",
       "L 164.807919 -80.182063 \r\n",
       "L 164.523201 -80.659737 \r\n",
       "L 164.201721 -81.137411 \r\n",
       "L 163.841272 -81.615085 \r\n",
       "L 163.439966 -82.092759 \r\n",
       "L 162.996315 -82.570433 \r\n",
       "L 162.509308 -83.048107 \r\n",
       "L 161.978483 -83.525781 \r\n",
       "L 161.403992 -84.003455 \r\n",
       "L 160.786647 -84.48113 \r\n",
       "L 160.127953 -84.958804 \r\n",
       "L 159.430124 -85.436478 \r\n",
       "L 158.696065 -85.914152 \r\n",
       "L 157.929346 -86.391826 \r\n",
       "L 157.134137 -86.8695 \r\n",
       "L 156.315129 -87.347174 \r\n",
       "L 155.477421 -87.824848 \r\n",
       "L 154.626402 -88.302522 \r\n",
       "L 153.7676 -88.780196 \r\n",
       "L 152.906536 -89.257871 \r\n",
       "L 152.048555 -89.735545 \r\n",
       "L 151.198679 -90.213219 \r\n",
       "L 150.361447 -90.690893 \r\n",
       "L 149.540786 -91.168567 \r\n",
       "L 148.739901 -91.646241 \r\n",
       "L 147.961184 -92.123915 \r\n",
       "L 147.206169 -92.601589 \r\n",
       "L 146.475513 -93.079263 \r\n",
       "L 145.769027 -93.556937 \r\n",
       "L 145.085734 -94.034612 \r\n",
       "L 144.423973 -94.512286 \r\n",
       "L 143.781537 -94.98996 \r\n",
       "L 143.155831 -95.467634 \r\n",
       "L 142.54406 -95.945308 \r\n",
       "L 141.943424 -96.422982 \r\n",
       "L 141.351319 -96.900656 \r\n",
       "L 140.765528 -97.37833 \r\n",
       "L 140.184395 -97.856004 \r\n",
       "L 139.606974 -98.333678 \r\n",
       "L 139.033142 -98.811353 \r\n",
       "L 138.463673 -99.289027 \r\n",
       "L 137.900259 -99.766701 \r\n",
       "L 137.345497 -100.244375 \r\n",
       "L 136.802815 -100.722049 \r\n",
       "L 136.276367 -101.199723 \r\n",
       "L 135.770879 -101.677397 \r\n",
       "L 135.291481 -102.155071 \r\n",
       "L 134.843508 -102.632745 \r\n",
       "L 134.432296 -103.110419 \r\n",
       "L 134.06299 -103.588094 \r\n",
       "L 133.740357 -104.065768 \r\n",
       "L 133.468632 -104.543442 \r\n",
       "L 133.251398 -105.021116 \r\n",
       "L 133.091499 -105.49879 \r\n",
       "L 132.991013 -105.976464 \r\n",
       "L 132.95125 -106.454138 \r\n",
       "L 132.972811 -106.931812 \r\n",
       "L 133.055668 -107.409486 \r\n",
       "L 133.199283 -107.88716 \r\n",
       "L 133.402738 -108.364835 \r\n",
       "L 133.664881 -108.842509 \r\n",
       "L 133.984454 -109.320183 \r\n",
       "L 134.36022 -109.797857 \r\n",
       "L 134.791058 -110.275531 \r\n",
       "L 135.276023 -110.753205 \r\n",
       "L 135.814372 -111.230879 \r\n",
       "L 136.405548 -111.708553 \r\n",
       "L 137.049129 -112.186227 \r\n",
       "L 137.744733 -112.663901 \r\n",
       "L 138.491904 -113.141576 \r\n",
       "L 139.289977 -113.61925 \r\n",
       "L 140.137928 -114.096924 \r\n",
       "L 141.034234 -114.574598 \r\n",
       "L 141.976744 -115.052272 \r\n",
       "L 142.962569 -115.529946 \r\n",
       "L 143.988016 -116.00762 \r\n",
       "L 145.048549 -116.485294 \r\n",
       "L 146.138798 -116.962968 \r\n",
       "L 147.252611 -117.440642 \r\n",
       "L 148.383148 -117.918316 \r\n",
       "L 149.523013 -118.395991 \r\n",
       "L 150.664417 -118.873665 \r\n",
       "L 151.799358 -119.351339 \r\n",
       "L 152.919825 -119.829013 \r\n",
       "L 154.017993 -120.306687 \r\n",
       "L 155.086424 -120.784361 \r\n",
       "L 156.11824 -121.262035 \r\n",
       "L 157.107283 -121.739709 \r\n",
       "L 158.048242 -122.217383 \r\n",
       "L 158.936745 -122.695057 \r\n",
       "L 159.769421 -123.172732 \r\n",
       "L 160.543917 -123.650406 \r\n",
       "L 161.258896 -124.12808 \r\n",
       "L 161.913986 -124.605754 \r\n",
       "L 162.509717 -125.083428 \r\n",
       "L 163.047428 -125.561102 \r\n",
       "L 163.529162 -126.038776 \r\n",
       "L 163.957547 -126.51645 \r\n",
       "L 164.33568 -126.994124 \r\n",
       "L 166.43125 -126.994124 \r\n",
       "L 166.43125 -126.994124 \r\n",
       "L 166.43125 -126.51645 \r\n",
       "L 166.43125 -126.038776 \r\n",
       "L 166.43125 -125.561102 \r\n",
       "L 166.43125 -125.083428 \r\n",
       "L 166.43125 -124.605754 \r\n",
       "L 166.43125 -124.12808 \r\n",
       "L 166.43125 -123.650406 \r\n",
       "L 166.43125 -123.172732 \r\n",
       "L 166.43125 -122.695057 \r\n",
       "L 166.43125 -122.217383 \r\n",
       "L 166.43125 -121.739709 \r\n",
       "L 166.43125 -121.262035 \r\n",
       "L 166.43125 -120.784361 \r\n",
       "L 166.43125 -120.306687 \r\n",
       "L 166.43125 -119.829013 \r\n",
       "L 166.43125 -119.351339 \r\n",
       "L 166.43125 -118.873665 \r\n",
       "L 166.43125 -118.395991 \r\n",
       "L 166.43125 -117.918316 \r\n",
       "L 166.43125 -117.440642 \r\n",
       "L 166.43125 -116.962968 \r\n",
       "L 166.43125 -116.485294 \r\n",
       "L 166.43125 -116.00762 \r\n",
       "L 166.43125 -115.529946 \r\n",
       "L 166.43125 -115.052272 \r\n",
       "L 166.43125 -114.574598 \r\n",
       "L 166.43125 -114.096924 \r\n",
       "L 166.43125 -113.61925 \r\n",
       "L 166.43125 -113.141576 \r\n",
       "L 166.43125 -112.663901 \r\n",
       "L 166.43125 -112.186227 \r\n",
       "L 166.43125 -111.708553 \r\n",
       "L 166.43125 -111.230879 \r\n",
       "L 166.43125 -110.753205 \r\n",
       "L 166.43125 -110.275531 \r\n",
       "L 166.43125 -109.797857 \r\n",
       "L 166.43125 -109.320183 \r\n",
       "L 166.43125 -108.842509 \r\n",
       "L 166.43125 -108.364835 \r\n",
       "L 166.43125 -107.88716 \r\n",
       "L 166.43125 -107.409486 \r\n",
       "L 166.43125 -106.931812 \r\n",
       "L 166.43125 -106.454138 \r\n",
       "L 166.43125 -105.976464 \r\n",
       "L 166.43125 -105.49879 \r\n",
       "L 166.43125 -105.021116 \r\n",
       "L 166.43125 -104.543442 \r\n",
       "L 166.43125 -104.065768 \r\n",
       "L 166.43125 -103.588094 \r\n",
       "L 166.43125 -103.110419 \r\n",
       "L 166.43125 -102.632745 \r\n",
       "L 166.43125 -102.155071 \r\n",
       "L 166.43125 -101.677397 \r\n",
       "L 166.43125 -101.199723 \r\n",
       "L 166.43125 -100.722049 \r\n",
       "L 166.43125 -100.244375 \r\n",
       "L 166.43125 -99.766701 \r\n",
       "L 166.43125 -99.289027 \r\n",
       "L 166.43125 -98.811353 \r\n",
       "L 166.43125 -98.333678 \r\n",
       "L 166.43125 -97.856004 \r\n",
       "L 166.43125 -97.37833 \r\n",
       "L 166.43125 -96.900656 \r\n",
       "L 166.43125 -96.422982 \r\n",
       "L 166.43125 -95.945308 \r\n",
       "L 166.43125 -95.467634 \r\n",
       "L 166.43125 -94.98996 \r\n",
       "L 166.43125 -94.512286 \r\n",
       "L 166.43125 -94.034612 \r\n",
       "L 166.43125 -93.556937 \r\n",
       "L 166.43125 -93.079263 \r\n",
       "L 166.43125 -92.601589 \r\n",
       "L 166.43125 -92.123915 \r\n",
       "L 166.43125 -91.646241 \r\n",
       "L 166.43125 -91.168567 \r\n",
       "L 166.43125 -90.690893 \r\n",
       "L 166.43125 -90.213219 \r\n",
       "L 166.43125 -89.735545 \r\n",
       "L 166.43125 -89.257871 \r\n",
       "L 166.43125 -88.780196 \r\n",
       "L 166.43125 -88.302522 \r\n",
       "L 166.43125 -87.824848 \r\n",
       "L 166.43125 -87.347174 \r\n",
       "L 166.43125 -86.8695 \r\n",
       "L 166.43125 -86.391826 \r\n",
       "L 166.43125 -85.914152 \r\n",
       "L 166.43125 -85.436478 \r\n",
       "L 166.43125 -84.958804 \r\n",
       "L 166.43125 -84.48113 \r\n",
       "L 166.43125 -84.003455 \r\n",
       "L 166.43125 -83.525781 \r\n",
       "L 166.43125 -83.048107 \r\n",
       "L 166.43125 -82.570433 \r\n",
       "L 166.43125 -82.092759 \r\n",
       "L 166.43125 -81.615085 \r\n",
       "L 166.43125 -81.137411 \r\n",
       "L 166.43125 -80.659737 \r\n",
       "L 166.43125 -80.182063 \r\n",
       "L 166.43125 -79.704389 \r\n",
       "z\r\n",
       "\" id=\"m3b30221142\" style=\"stroke:#545454;stroke-width:1.5;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#pea1ec59f6e)\">\r\n",
       "     <use style=\"fill:#597dbf;stroke:#545454;stroke-width:1.5;\" x=\"0\" xlink:href=\"#m3b30221142\" y=\"262.19625\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_3\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 166.712038 -47.439886 \r\n",
       "L 166.43125 -47.439886 \r\n",
       "L 166.43125 -49.223181 \r\n",
       "L 166.43125 -51.006476 \r\n",
       "L 166.43125 -52.789771 \r\n",
       "L 166.43125 -54.573065 \r\n",
       "L 166.43125 -56.35636 \r\n",
       "L 166.43125 -58.139655 \r\n",
       "L 166.43125 -59.922949 \r\n",
       "L 166.43125 -61.706244 \r\n",
       "L 166.43125 -63.489539 \r\n",
       "L 166.43125 -65.272834 \r\n",
       "L 166.43125 -67.056128 \r\n",
       "L 166.43125 -68.839423 \r\n",
       "L 166.43125 -70.622718 \r\n",
       "L 166.43125 -72.406012 \r\n",
       "L 166.43125 -74.189307 \r\n",
       "L 166.43125 -75.972602 \r\n",
       "L 166.43125 -77.755897 \r\n",
       "L 166.43125 -79.539191 \r\n",
       "L 166.43125 -81.322486 \r\n",
       "L 166.43125 -83.105781 \r\n",
       "L 166.43125 -84.889076 \r\n",
       "L 166.43125 -86.67237 \r\n",
       "L 166.43125 -88.455665 \r\n",
       "L 166.43125 -90.23896 \r\n",
       "L 166.43125 -92.022254 \r\n",
       "L 166.43125 -93.805549 \r\n",
       "L 166.43125 -95.588844 \r\n",
       "L 166.43125 -97.372139 \r\n",
       "L 166.43125 -99.155433 \r\n",
       "L 166.43125 -100.938728 \r\n",
       "L 166.43125 -102.722023 \r\n",
       "L 166.43125 -104.505317 \r\n",
       "L 166.43125 -106.288612 \r\n",
       "L 166.43125 -108.071907 \r\n",
       "L 166.43125 -109.855202 \r\n",
       "L 166.43125 -111.638496 \r\n",
       "L 166.43125 -113.421791 \r\n",
       "L 166.43125 -115.205086 \r\n",
       "L 166.43125 -116.988381 \r\n",
       "L 166.43125 -118.771675 \r\n",
       "L 166.43125 -120.55497 \r\n",
       "L 166.43125 -122.338265 \r\n",
       "L 166.43125 -124.121559 \r\n",
       "L 166.43125 -125.904854 \r\n",
       "L 166.43125 -127.688149 \r\n",
       "L 166.43125 -129.471444 \r\n",
       "L 166.43125 -131.254738 \r\n",
       "L 166.43125 -133.038033 \r\n",
       "L 166.43125 -134.821328 \r\n",
       "L 166.43125 -136.604622 \r\n",
       "L 166.43125 -138.387917 \r\n",
       "L 166.43125 -140.171212 \r\n",
       "L 166.43125 -141.954507 \r\n",
       "L 166.43125 -143.737801 \r\n",
       "L 166.43125 -145.521096 \r\n",
       "L 166.43125 -147.304391 \r\n",
       "L 166.43125 -149.087685 \r\n",
       "L 166.43125 -150.87098 \r\n",
       "L 166.43125 -152.654275 \r\n",
       "L 166.43125 -154.43757 \r\n",
       "L 166.43125 -156.220864 \r\n",
       "L 166.43125 -158.004159 \r\n",
       "L 166.43125 -159.787454 \r\n",
       "L 166.43125 -161.570749 \r\n",
       "L 166.43125 -163.354043 \r\n",
       "L 166.43125 -165.137338 \r\n",
       "L 166.43125 -166.920633 \r\n",
       "L 166.43125 -168.703927 \r\n",
       "L 166.43125 -170.487222 \r\n",
       "L 166.43125 -172.270517 \r\n",
       "L 166.43125 -174.053812 \r\n",
       "L 166.43125 -175.837106 \r\n",
       "L 166.43125 -177.620401 \r\n",
       "L 166.43125 -179.403696 \r\n",
       "L 166.43125 -181.18699 \r\n",
       "L 166.43125 -182.970285 \r\n",
       "L 166.43125 -184.75358 \r\n",
       "L 166.43125 -186.536875 \r\n",
       "L 166.43125 -188.320169 \r\n",
       "L 166.43125 -190.103464 \r\n",
       "L 166.43125 -191.886759 \r\n",
       "L 166.43125 -193.670054 \r\n",
       "L 166.43125 -195.453348 \r\n",
       "L 166.43125 -197.236643 \r\n",
       "L 166.43125 -199.019938 \r\n",
       "L 166.43125 -200.803232 \r\n",
       "L 166.43125 -202.586527 \r\n",
       "L 166.43125 -204.369822 \r\n",
       "L 166.43125 -206.153117 \r\n",
       "L 166.43125 -207.936411 \r\n",
       "L 166.43125 -209.719706 \r\n",
       "L 166.43125 -211.503001 \r\n",
       "L 166.43125 -213.286295 \r\n",
       "L 166.43125 -215.06959 \r\n",
       "L 166.43125 -216.852885 \r\n",
       "L 166.43125 -218.63618 \r\n",
       "L 166.43125 -220.419474 \r\n",
       "L 166.43125 -222.202769 \r\n",
       "L 166.43125 -223.986064 \r\n",
       "L 166.663316 -223.986064 \r\n",
       "L 166.663316 -223.986064 \r\n",
       "L 166.71394 -222.202769 \r\n",
       "L 166.772201 -220.419474 \r\n",
       "L 166.838421 -218.63618 \r\n",
       "L 166.912745 -216.852885 \r\n",
       "L 166.995106 -215.06959 \r\n",
       "L 167.085198 -213.286295 \r\n",
       "L 167.182465 -211.503001 \r\n",
       "L 167.2861 -209.719706 \r\n",
       "L 167.395056 -207.936411 \r\n",
       "L 167.508088 -206.153117 \r\n",
       "L 167.623799 -204.369822 \r\n",
       "L 167.740719 -202.586527 \r\n",
       "L 167.857383 -200.803232 \r\n",
       "L 167.972438 -199.019938 \r\n",
       "L 168.084738 -197.236643 \r\n",
       "L 168.193454 -195.453348 \r\n",
       "L 168.298161 -193.670054 \r\n",
       "L 168.398921 -191.886759 \r\n",
       "L 168.496332 -190.103464 \r\n",
       "L 168.591554 -188.320169 \r\n",
       "L 168.686301 -186.536875 \r\n",
       "L 168.782793 -184.75358 \r\n",
       "L 168.883678 -182.970285 \r\n",
       "L 168.991917 -181.18699 \r\n",
       "L 169.110648 -179.403696 \r\n",
       "L 169.243026 -177.620401 \r\n",
       "L 169.392058 -175.837106 \r\n",
       "L 169.560435 -174.053812 \r\n",
       "L 169.750378 -172.270517 \r\n",
       "L 169.963507 -170.487222 \r\n",
       "L 170.200734 -168.703927 \r\n",
       "L 170.462193 -166.920633 \r\n",
       "L 170.747214 -165.137338 \r\n",
       "L 171.054333 -163.354043 \r\n",
       "L 171.381339 -161.570749 \r\n",
       "L 171.725366 -159.787454 \r\n",
       "L 172.083004 -158.004159 \r\n",
       "L 172.450442 -156.220864 \r\n",
       "L 172.823617 -154.43757 \r\n",
       "L 173.198377 -152.654275 \r\n",
       "L 173.570636 -150.87098 \r\n",
       "L 173.936521 -149.087685 \r\n",
       "L 174.2925 -147.304391 \r\n",
       "L 174.635482 -145.521096 \r\n",
       "L 174.962897 -143.737801 \r\n",
       "L 175.272736 -141.954507 \r\n",
       "L 175.563555 -140.171212 \r\n",
       "L 175.83445 -138.387917 \r\n",
       "L 176.084999 -136.604622 \r\n",
       "L 176.315166 -134.821328 \r\n",
       "L 176.525191 -133.038033 \r\n",
       "L 176.715458 -131.254738 \r\n",
       "L 176.886359 -129.471444 \r\n",
       "L 177.038152 -127.688149 \r\n",
       "L 177.170843 -125.904854 \r\n",
       "L 177.284079 -124.121559 \r\n",
       "L 177.37708 -122.338265 \r\n",
       "L 177.44861 -120.55497 \r\n",
       "L 177.496984 -118.771675 \r\n",
       "L 177.520127 -116.988381 \r\n",
       "L 177.515672 -115.205086 \r\n",
       "L 177.481097 -113.421791 \r\n",
       "L 177.413884 -111.638496 \r\n",
       "L 177.311698 -109.855202 \r\n",
       "L 177.172569 -108.071907 \r\n",
       "L 176.995064 -106.288612 \r\n",
       "L 176.778428 -104.505317 \r\n",
       "L 176.522701 -102.722023 \r\n",
       "L 176.228785 -100.938728 \r\n",
       "L 175.898467 -99.155433 \r\n",
       "L 175.534394 -97.372139 \r\n",
       "L 175.140001 -95.588844 \r\n",
       "L 174.719402 -93.805549 \r\n",
       "L 174.277252 -92.022254 \r\n",
       "L 173.818585 -90.23896 \r\n",
       "L 173.348646 -88.455665 \r\n",
       "L 172.872724 -86.67237 \r\n",
       "L 172.395992 -84.889076 \r\n",
       "L 171.923374 -83.105781 \r\n",
       "L 171.45942 -81.322486 \r\n",
       "L 171.008225 -79.539191 \r\n",
       "L 170.57336 -77.755897 \r\n",
       "L 170.157839 -75.972602 \r\n",
       "L 169.764099 -74.189307 \r\n",
       "L 169.394012 -72.406012 \r\n",
       "L 169.048903 -70.622718 \r\n",
       "L 168.729583 -68.839423 \r\n",
       "L 168.436394 -67.056128 \r\n",
       "L 168.169255 -65.272834 \r\n",
       "L 167.927711 -63.489539 \r\n",
       "L 167.71099 -61.706244 \r\n",
       "L 167.518049 -59.922949 \r\n",
       "L 167.34763 -58.139655 \r\n",
       "L 167.198305 -56.35636 \r\n",
       "L 167.068527 -54.573065 \r\n",
       "L 166.95667 -52.789771 \r\n",
       "L 166.861071 -51.006476 \r\n",
       "L 166.78007 -49.223181 \r\n",
       "L 166.712038 -47.439886 \r\n",
       "z\r\n",
       "\" id=\"me2a5699c06\" style=\"stroke:#545454;stroke-width:1.5;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#pea1ec59f6e)\">\r\n",
       "     <use style=\"fill:#d98b5f;stroke:#545454;stroke-width:1.5;\" x=\"0\" xlink:href=\"#me2a5699c06\" y=\"262.19625\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_4\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 250.25498 -50.766607 \r\n",
       "L 250.13125 -50.766607 \r\n",
       "L 250.13125 -52.729698 \r\n",
       "L 250.13125 -54.692789 \r\n",
       "L 250.13125 -56.65588 \r\n",
       "L 250.13125 -58.618971 \r\n",
       "L 250.13125 -60.582062 \r\n",
       "L 250.13125 -62.545152 \r\n",
       "L 250.13125 -64.508243 \r\n",
       "L 250.13125 -66.471334 \r\n",
       "L 250.13125 -68.434425 \r\n",
       "L 250.13125 -70.397516 \r\n",
       "L 250.13125 -72.360607 \r\n",
       "L 250.13125 -74.323698 \r\n",
       "L 250.13125 -76.286789 \r\n",
       "L 250.13125 -78.24988 \r\n",
       "L 250.13125 -80.212971 \r\n",
       "L 250.13125 -82.176062 \r\n",
       "L 250.13125 -84.139153 \r\n",
       "L 250.13125 -86.102244 \r\n",
       "L 250.13125 -88.065335 \r\n",
       "L 250.13125 -90.028426 \r\n",
       "L 250.13125 -91.991517 \r\n",
       "L 250.13125 -93.954608 \r\n",
       "L 250.13125 -95.917699 \r\n",
       "L 250.13125 -97.88079 \r\n",
       "L 250.13125 -99.843881 \r\n",
       "L 250.13125 -101.806972 \r\n",
       "L 250.13125 -103.770063 \r\n",
       "L 250.13125 -105.733154 \r\n",
       "L 250.13125 -107.696245 \r\n",
       "L 250.13125 -109.659336 \r\n",
       "L 250.13125 -111.622427 \r\n",
       "L 250.13125 -113.585518 \r\n",
       "L 250.13125 -115.548609 \r\n",
       "L 250.13125 -117.5117 \r\n",
       "L 250.13125 -119.474791 \r\n",
       "L 250.13125 -121.437882 \r\n",
       "L 250.13125 -123.400973 \r\n",
       "L 250.13125 -125.364064 \r\n",
       "L 250.13125 -127.327155 \r\n",
       "L 250.13125 -129.290246 \r\n",
       "L 250.13125 -131.253337 \r\n",
       "L 250.13125 -133.216428 \r\n",
       "L 250.13125 -135.179519 \r\n",
       "L 250.13125 -137.14261 \r\n",
       "L 250.13125 -139.105701 \r\n",
       "L 250.13125 -141.068792 \r\n",
       "L 250.13125 -143.031883 \r\n",
       "L 250.13125 -144.994974 \r\n",
       "L 250.13125 -146.958065 \r\n",
       "L 250.13125 -148.921156 \r\n",
       "L 250.13125 -150.884247 \r\n",
       "L 250.13125 -152.847338 \r\n",
       "L 250.13125 -154.810429 \r\n",
       "L 250.13125 -156.77352 \r\n",
       "L 250.13125 -158.736611 \r\n",
       "L 250.13125 -160.699701 \r\n",
       "L 250.13125 -162.662792 \r\n",
       "L 250.13125 -164.625883 \r\n",
       "L 250.13125 -166.588974 \r\n",
       "L 250.13125 -168.552065 \r\n",
       "L 250.13125 -170.515156 \r\n",
       "L 250.13125 -172.478247 \r\n",
       "L 250.13125 -174.441338 \r\n",
       "L 250.13125 -176.404429 \r\n",
       "L 250.13125 -178.36752 \r\n",
       "L 250.13125 -180.330611 \r\n",
       "L 250.13125 -182.293702 \r\n",
       "L 250.13125 -184.256793 \r\n",
       "L 250.13125 -186.219884 \r\n",
       "L 250.13125 -188.182975 \r\n",
       "L 250.13125 -190.146066 \r\n",
       "L 250.13125 -192.109157 \r\n",
       "L 250.13125 -194.072248 \r\n",
       "L 250.13125 -196.035339 \r\n",
       "L 250.13125 -197.99843 \r\n",
       "L 250.13125 -199.961521 \r\n",
       "L 250.13125 -201.924612 \r\n",
       "L 250.13125 -203.887703 \r\n",
       "L 250.13125 -205.850794 \r\n",
       "L 250.13125 -207.813885 \r\n",
       "L 250.13125 -209.776976 \r\n",
       "L 250.13125 -211.740067 \r\n",
       "L 250.13125 -213.703158 \r\n",
       "L 250.13125 -215.666249 \r\n",
       "L 250.13125 -217.62934 \r\n",
       "L 250.13125 -219.592431 \r\n",
       "L 250.13125 -221.555522 \r\n",
       "L 250.13125 -223.518613 \r\n",
       "L 250.13125 -225.481704 \r\n",
       "L 250.13125 -227.444795 \r\n",
       "L 250.13125 -229.407886 \r\n",
       "L 250.13125 -231.370977 \r\n",
       "L 250.13125 -233.334068 \r\n",
       "L 250.13125 -235.297159 \r\n",
       "L 250.13125 -237.26025 \r\n",
       "L 250.13125 -239.223341 \r\n",
       "L 250.13125 -241.186432 \r\n",
       "L 250.13125 -243.149523 \r\n",
       "L 250.13125 -245.112614 \r\n",
       "L 250.28853 -245.112614 \r\n",
       "L 250.28853 -245.112614 \r\n",
       "L 250.354758 -243.149523 \r\n",
       "L 250.441288 -241.186432 \r\n",
       "L 250.551125 -239.223341 \r\n",
       "L 250.686511 -237.26025 \r\n",
       "L 250.848455 -235.297159 \r\n",
       "L 251.036283 -233.334068 \r\n",
       "L 251.24729 -231.370977 \r\n",
       "L 251.476578 -229.407886 \r\n",
       "L 251.717136 -227.444795 \r\n",
       "L 251.96022 -225.481704 \r\n",
       "L 252.196024 -223.518613 \r\n",
       "L 252.414584 -221.555522 \r\n",
       "L 252.606826 -219.592431 \r\n",
       "L 252.765621 -217.62934 \r\n",
       "L 252.886684 -215.666249 \r\n",
       "L 252.969197 -213.703158 \r\n",
       "L 253.016034 -211.740067 \r\n",
       "L 253.033545 -209.776976 \r\n",
       "L 253.030901 -207.813885 \r\n",
       "L 253.019077 -205.850794 \r\n",
       "L 253.009603 -203.887703 \r\n",
       "L 253.013228 -201.924612 \r\n",
       "L 253.038691 -199.961521 \r\n",
       "L 253.091764 -197.99843 \r\n",
       "L 253.174729 -196.035339 \r\n",
       "L 253.286362 -194.072248 \r\n",
       "L 253.422484 -192.109157 \r\n",
       "L 253.577009 -190.146066 \r\n",
       "L 253.743356 -188.182975 \r\n",
       "L 253.916026 -186.219884 \r\n",
       "L 254.09208 -184.256793 \r\n",
       "L 254.272272 -182.293702 \r\n",
       "L 254.461633 -180.330611 \r\n",
       "L 254.669365 -178.36752 \r\n",
       "L 254.908052 -176.404429 \r\n",
       "L 255.192282 -174.441338 \r\n",
       "L 255.536896 -172.478247 \r\n",
       "L 255.955132 -170.515156 \r\n",
       "L 256.456953 -168.552065 \r\n",
       "L 257.047809 -166.588974 \r\n",
       "L 257.728037 -164.625883 \r\n",
       "L 258.492968 -162.662792 \r\n",
       "L 259.333761 -160.699701 \r\n",
       "L 260.238818 -158.736611 \r\n",
       "L 261.195603 -156.77352 \r\n",
       "L 262.192594 -154.810429 \r\n",
       "L 263.221063 -152.847338 \r\n",
       "L 264.276381 -150.884247 \r\n",
       "L 265.358601 -148.921156 \r\n",
       "L 266.472147 -146.958065 \r\n",
       "L 267.624576 -144.994974 \r\n",
       "L 268.824528 -143.031883 \r\n",
       "L 270.079146 -141.068792 \r\n",
       "L 271.391363 -139.105701 \r\n",
       "L 272.7575 -137.14261 \r\n",
       "L 274.165605 -135.179519 \r\n",
       "L 275.594848 -133.216428 \r\n",
       "L 277.01609 -131.253337 \r\n",
       "L 278.393549 -129.290246 \r\n",
       "L 279.68729 -127.327155 \r\n",
       "L 280.856118 -125.364064 \r\n",
       "L 281.860433 -123.400973 \r\n",
       "L 282.66464 -121.437882 \r\n",
       "L 283.238858 -119.474791 \r\n",
       "L 283.559848 -117.5117 \r\n",
       "L 283.61125 -115.548609 \r\n",
       "L 283.383368 -113.585518 \r\n",
       "L 282.872798 -111.622427 \r\n",
       "L 282.082164 -109.659336 \r\n",
       "L 281.020133 -107.696245 \r\n",
       "L 279.701738 -105.733154 \r\n",
       "L 278.148866 -103.770063 \r\n",
       "L 276.390668 -101.806972 \r\n",
       "L 274.463584 -99.843881 \r\n",
       "L 272.410711 -97.88079 \r\n",
       "L 270.28037 -95.917699 \r\n",
       "L 268.123855 -93.954608 \r\n",
       "L 265.992573 -91.991517 \r\n",
       "L 263.934886 -90.028426 \r\n",
       "L 261.993089 -88.065335 \r\n",
       "L 260.200925 -86.102244 \r\n",
       "L 258.581959 -84.139153 \r\n",
       "L 257.149019 -82.176062 \r\n",
       "L 255.904679 -80.212971 \r\n",
       "L 254.842659 -78.24988 \r\n",
       "L 253.94985 -76.286789 \r\n",
       "L 253.208638 -74.323698 \r\n",
       "L 252.599188 -72.360607 \r\n",
       "L 252.10142 -70.397516 \r\n",
       "L 251.696505 -68.434425 \r\n",
       "L 251.367805 -66.471334 \r\n",
       "L 251.101292 -64.508243 \r\n",
       "L 250.885545 -62.545152 \r\n",
       "L 250.711456 -60.582062 \r\n",
       "L 250.571798 -58.618971 \r\n",
       "L 250.460767 -56.65588 \r\n",
       "L 250.373576 -54.692789 \r\n",
       "L 250.30616 -52.729698 \r\n",
       "L 250.25498 -50.766607 \r\n",
       "z\r\n",
       "\" id=\"m7a210dfc90\" style=\"stroke:#545454;stroke-width:1.5;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#pea1ec59f6e)\">\r\n",
       "     <use style=\"fill:#d98b5f;stroke:#545454;stroke-width:1.5;\" x=\"0\" xlink:href=\"#m7a210dfc90\" y=\"262.19625\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_5\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 334.202465 -64.629427 \r\n",
       "L 333.83125 -64.629427 \r\n",
       "L 333.83125 -66.360248 \r\n",
       "L 333.83125 -68.091069 \r\n",
       "L 333.83125 -69.82189 \r\n",
       "L 333.83125 -71.552711 \r\n",
       "L 333.83125 -73.283532 \r\n",
       "L 333.83125 -75.014353 \r\n",
       "L 333.83125 -76.745174 \r\n",
       "L 333.83125 -78.475995 \r\n",
       "L 333.83125 -80.206816 \r\n",
       "L 333.83125 -81.937637 \r\n",
       "L 333.83125 -83.668458 \r\n",
       "L 333.83125 -85.399279 \r\n",
       "L 333.83125 -87.1301 \r\n",
       "L 333.83125 -88.860921 \r\n",
       "L 333.83125 -90.591742 \r\n",
       "L 333.83125 -92.322563 \r\n",
       "L 333.83125 -94.053384 \r\n",
       "L 333.83125 -95.784205 \r\n",
       "L 333.83125 -97.515025 \r\n",
       "L 333.83125 -99.245846 \r\n",
       "L 333.83125 -100.976667 \r\n",
       "L 333.83125 -102.707488 \r\n",
       "L 333.83125 -104.438309 \r\n",
       "L 333.83125 -106.16913 \r\n",
       "L 333.83125 -107.899951 \r\n",
       "L 333.83125 -109.630772 \r\n",
       "L 333.83125 -111.361593 \r\n",
       "L 333.83125 -113.092414 \r\n",
       "L 333.83125 -114.823235 \r\n",
       "L 333.83125 -116.554056 \r\n",
       "L 333.83125 -118.284877 \r\n",
       "L 333.83125 -120.015698 \r\n",
       "L 333.83125 -121.746519 \r\n",
       "L 333.83125 -123.47734 \r\n",
       "L 333.83125 -125.208161 \r\n",
       "L 333.83125 -126.938982 \r\n",
       "L 333.83125 -128.669803 \r\n",
       "L 333.83125 -130.400624 \r\n",
       "L 333.83125 -132.131445 \r\n",
       "L 333.83125 -133.862266 \r\n",
       "L 333.83125 -135.593087 \r\n",
       "L 333.83125 -137.323907 \r\n",
       "L 333.83125 -139.054728 \r\n",
       "L 333.83125 -140.785549 \r\n",
       "L 333.83125 -142.51637 \r\n",
       "L 333.83125 -144.247191 \r\n",
       "L 333.83125 -145.978012 \r\n",
       "L 333.83125 -147.708833 \r\n",
       "L 333.83125 -149.439654 \r\n",
       "L 333.83125 -151.170475 \r\n",
       "L 333.83125 -152.901296 \r\n",
       "L 333.83125 -154.632117 \r\n",
       "L 333.83125 -156.362938 \r\n",
       "L 333.83125 -158.093759 \r\n",
       "L 333.83125 -159.82458 \r\n",
       "L 333.83125 -161.555401 \r\n",
       "L 333.83125 -163.286222 \r\n",
       "L 333.83125 -165.017043 \r\n",
       "L 333.83125 -166.747864 \r\n",
       "L 333.83125 -168.478685 \r\n",
       "L 333.83125 -170.209506 \r\n",
       "L 333.83125 -171.940327 \r\n",
       "L 333.83125 -173.671148 \r\n",
       "L 333.83125 -175.401968 \r\n",
       "L 333.83125 -177.132789 \r\n",
       "L 333.83125 -178.86361 \r\n",
       "L 333.83125 -180.594431 \r\n",
       "L 333.83125 -182.325252 \r\n",
       "L 333.83125 -184.056073 \r\n",
       "L 333.83125 -185.786894 \r\n",
       "L 333.83125 -187.517715 \r\n",
       "L 333.83125 -189.248536 \r\n",
       "L 333.83125 -190.979357 \r\n",
       "L 333.83125 -192.710178 \r\n",
       "L 333.83125 -194.440999 \r\n",
       "L 333.83125 -196.17182 \r\n",
       "L 333.83125 -197.902641 \r\n",
       "L 333.83125 -199.633462 \r\n",
       "L 333.83125 -201.364283 \r\n",
       "L 333.83125 -203.095104 \r\n",
       "L 333.83125 -204.825925 \r\n",
       "L 333.83125 -206.556746 \r\n",
       "L 333.83125 -208.287567 \r\n",
       "L 333.83125 -210.018388 \r\n",
       "L 333.83125 -211.749209 \r\n",
       "L 333.83125 -213.48003 \r\n",
       "L 333.83125 -215.21085 \r\n",
       "L 333.83125 -216.941671 \r\n",
       "L 333.83125 -218.672492 \r\n",
       "L 333.83125 -220.403313 \r\n",
       "L 333.83125 -222.134134 \r\n",
       "L 333.83125 -223.864955 \r\n",
       "L 333.83125 -225.595776 \r\n",
       "L 333.83125 -227.326597 \r\n",
       "L 333.83125 -229.057418 \r\n",
       "L 333.83125 -230.788239 \r\n",
       "L 333.83125 -232.51906 \r\n",
       "L 333.83125 -234.249881 \r\n",
       "L 333.83125 -235.980702 \r\n",
       "L 333.993044 -235.980702 \r\n",
       "L 333.993044 -235.980702 \r\n",
       "L 334.051748 -234.249881 \r\n",
       "L 334.125493 -232.51906 \r\n",
       "L 334.215807 -230.788239 \r\n",
       "L 334.323601 -229.057418 \r\n",
       "L 334.448933 -227.326597 \r\n",
       "L 334.590828 -225.595776 \r\n",
       "L 334.747164 -223.864955 \r\n",
       "L 334.914682 -222.134134 \r\n",
       "L 335.089128 -220.403313 \r\n",
       "L 335.265539 -218.672492 \r\n",
       "L 335.43866 -216.941671 \r\n",
       "L 335.603455 -215.21085 \r\n",
       "L 335.755657 -213.48003 \r\n",
       "L 335.892296 -211.749209 \r\n",
       "L 336.012147 -210.018388 \r\n",
       "L 336.116022 -208.287567 \r\n",
       "L 336.206893 -206.556746 \r\n",
       "L 336.289819 -204.825925 \r\n",
       "L 336.371691 -203.095104 \r\n",
       "L 336.460838 -201.364283 \r\n",
       "L 336.566543 -199.633462 \r\n",
       "L 336.698513 -197.902641 \r\n",
       "L 336.866364 -196.17182 \r\n",
       "L 337.079135 -194.440999 \r\n",
       "L 337.344854 -192.710178 \r\n",
       "L 337.67014 -190.979357 \r\n",
       "L 338.059822 -189.248536 \r\n",
       "L 338.516581 -187.517715 \r\n",
       "L 339.040601 -185.786894 \r\n",
       "L 339.629259 -184.056073 \r\n",
       "L 340.276912 -182.325252 \r\n",
       "L 340.974836 -180.594431 \r\n",
       "L 341.711406 -178.86361 \r\n",
       "L 342.472555 -177.132789 \r\n",
       "L 343.24257 -175.401968 \r\n",
       "L 344.005188 -173.671148 \r\n",
       "L 344.744945 -171.940327 \r\n",
       "L 345.448657 -170.209506 \r\n",
       "L 346.106878 -168.478685 \r\n",
       "L 346.715143 -166.747864 \r\n",
       "L 347.274822 -165.017043 \r\n",
       "L 347.793407 -163.286222 \r\n",
       "L 348.284121 -161.555401 \r\n",
       "L 348.764828 -159.82458 \r\n",
       "L 349.25629 -158.093759 \r\n",
       "L 349.779969 -156.362938 \r\n",
       "L 350.355615 -154.632117 \r\n",
       "L 350.998992 -152.901296 \r\n",
       "L 351.720055 -151.170475 \r\n",
       "L 352.521895 -149.439654 \r\n",
       "L 353.400605 -147.708833 \r\n",
       "L 354.346104 -145.978012 \r\n",
       "L 355.343769 -144.247191 \r\n",
       "L 356.37656 -142.51637 \r\n",
       "L 357.427241 -140.785549 \r\n",
       "L 358.480259 -139.054728 \r\n",
       "L 359.522914 -137.323907 \r\n",
       "L 360.545601 -135.593087 \r\n",
       "L 361.541087 -133.862266 \r\n",
       "L 362.503011 -132.131445 \r\n",
       "L 363.423951 -130.400624 \r\n",
       "L 364.293508 -128.669803 \r\n",
       "L 365.096882 -126.938982 \r\n",
       "L 365.81431 -125.208161 \r\n",
       "L 366.421562 -123.47734 \r\n",
       "L 366.891504 -121.746519 \r\n",
       "L 367.196497 -120.015698 \r\n",
       "L 367.31125 -118.284877 \r\n",
       "L 367.215641 -116.554056 \r\n",
       "L 366.897026 -114.823235 \r\n",
       "L 366.351661 -113.092414 \r\n",
       "L 365.58503 -111.361593 \r\n",
       "L 364.611072 -109.630772 \r\n",
       "L 363.450496 -107.899951 \r\n",
       "L 362.128548 -106.16913 \r\n",
       "L 360.672629 -104.438309 \r\n",
       "L 359.110187 -102.707488 \r\n",
       "L 357.467174 -100.976667 \r\n",
       "L 355.767257 -99.245846 \r\n",
       "L 354.031745 -97.515025 \r\n",
       "L 352.280078 -95.784205 \r\n",
       "L 350.530629 -94.053384 \r\n",
       "L 348.801491 -92.322563 \r\n",
       "L 347.111009 -90.591742 \r\n",
       "L 345.477873 -88.860921 \r\n",
       "L 343.92072 -87.1301 \r\n",
       "L 342.457327 -85.399279 \r\n",
       "L 341.10355 -83.668458 \r\n",
       "L 339.872216 -81.937637 \r\n",
       "L 338.772199 -80.206816 \r\n",
       "L 337.807828 -78.475995 \r\n",
       "L 336.978721 -76.745174 \r\n",
       "L 336.280065 -75.014353 \r\n",
       "L 335.703263 -73.283532 \r\n",
       "L 335.236854 -71.552711 \r\n",
       "L 334.867541 -69.82189 \r\n",
       "L 334.581227 -68.091069 \r\n",
       "L 334.363921 -66.360248 \r\n",
       "L 334.202465 -64.629427 \r\n",
       "z\r\n",
       "\" id=\"mb56d35a829\" style=\"stroke:#545454;stroke-width:1.5;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#pea1ec59f6e)\">\r\n",
       "     <use style=\"fill:#d98b5f;stroke:#545454;stroke-width:1.5;\" x=\"0\" xlink:href=\"#mb56d35a829\" y=\"262.19625\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path clip-path=\"url(#pea1ec59f6e)\" d=\"M 82.73125 197.016828 \r\n",
       "L 82.73125 197.016828 \r\n",
       "L 82.73125 197.016828 \r\n",
       "L 82.73125 197.016828 \r\n",
       "z\r\n",
       "\" style=\"fill:#597dbf;stroke:#545454;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path clip-path=\"url(#pea1ec59f6e)\" d=\"M 82.73125 197.016828 \r\n",
       "L 82.73125 197.016828 \r\n",
       "L 82.73125 197.016828 \r\n",
       "L 82.73125 197.016828 \r\n",
       "z\r\n",
       "\" style=\"fill:#d98b5f;stroke:#545454;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"mea5d05a4f1\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"82.73125\" xlink:href=\"#mea5d05a4f1\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- Thur -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M -0.296875 72.90625 \r\n",
       "L 61.375 72.90625 \r\n",
       "L 61.375 64.59375 \r\n",
       "L 35.5 64.59375 \r\n",
       "L 35.5 0 \r\n",
       "L 25.59375 0 \r\n",
       "L 25.59375 64.59375 \r\n",
       "L -0.296875 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-84\"/>\r\n",
       "       <path d=\"M 54.890625 33.015625 \r\n",
       "L 54.890625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 45.90625 32.71875 \r\n",
       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 75.984375 \r\n",
       "L 18.109375 75.984375 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
       "Q 30.078125 56 35.796875 56 \r\n",
       "Q 45.21875 56 50.046875 50.171875 \r\n",
       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-104\"/>\r\n",
       "       <path d=\"M 8.5 21.578125 \r\n",
       "L 8.5 54.6875 \r\n",
       "L 17.484375 54.6875 \r\n",
       "L 17.484375 21.921875 \r\n",
       "Q 17.484375 14.15625 20.5 10.265625 \r\n",
       "Q 23.53125 6.390625 29.59375 6.390625 \r\n",
       "Q 36.859375 6.390625 41.078125 11.03125 \r\n",
       "Q 45.3125 15.671875 45.3125 23.6875 \r\n",
       "L 45.3125 54.6875 \r\n",
       "L 54.296875 54.6875 \r\n",
       "L 54.296875 0 \r\n",
       "L 45.3125 0 \r\n",
       "L 45.3125 8.40625 \r\n",
       "Q 42.046875 3.421875 37.71875 1 \r\n",
       "Q 33.40625 -1.421875 27.6875 -1.421875 \r\n",
       "Q 18.265625 -1.421875 13.375 4.4375 \r\n",
       "Q 8.5 10.296875 8.5 21.578125 \r\n",
       "z\r\n",
       "M 31.109375 56 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-117\"/>\r\n",
       "       <path d=\"M 41.109375 46.296875 \r\n",
       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
       "Q 36.03125 48 33.890625 48 \r\n",
       "Q 26.265625 48 22.1875 43.046875 \r\n",
       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
       "Q 30.03125 56 36.53125 56 \r\n",
       "Q 37.453125 56 38.578125 55.875 \r\n",
       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-114\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(71.284375 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-84\"/>\r\n",
       "       <use x=\"61.083984\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
       "       <use x=\"124.462891\" xlink:href=\"#DejaVuSans-117\"/>\r\n",
       "       <use x=\"187.841797\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"166.43125\" xlink:href=\"#mea5d05a4f1\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- Fri -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 9.8125 72.90625 \r\n",
       "L 51.703125 72.90625 \r\n",
       "L 51.703125 64.59375 \r\n",
       "L 19.671875 64.59375 \r\n",
       "L 19.671875 43.109375 \r\n",
       "L 48.578125 43.109375 \r\n",
       "L 48.578125 34.8125 \r\n",
       "L 19.671875 34.8125 \r\n",
       "L 19.671875 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-70\"/>\r\n",
       "       <path d=\"M 9.421875 54.6875 \r\n",
       "L 18.40625 54.6875 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 64.59375 \r\n",
       "L 9.421875 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-105\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(160.116406 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-70\"/>\r\n",
       "       <use x=\"57.410156\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "       <use x=\"98.523438\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"250.13125\" xlink:href=\"#mea5d05a4f1\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- Sat -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 53.515625 70.515625 \r\n",
       "L 53.515625 60.890625 \r\n",
       "Q 47.90625 63.578125 42.921875 64.890625 \r\n",
       "Q 37.9375 66.21875 33.296875 66.21875 \r\n",
       "Q 25.25 66.21875 20.875 63.09375 \r\n",
       "Q 16.5 59.96875 16.5 54.203125 \r\n",
       "Q 16.5 49.359375 19.40625 46.890625 \r\n",
       "Q 22.3125 44.4375 30.421875 42.921875 \r\n",
       "L 36.375 41.703125 \r\n",
       "Q 47.40625 39.59375 52.65625 34.296875 \r\n",
       "Q 57.90625 29 57.90625 20.125 \r\n",
       "Q 57.90625 9.515625 50.796875 4.046875 \r\n",
       "Q 43.703125 -1.421875 29.984375 -1.421875 \r\n",
       "Q 24.8125 -1.421875 18.96875 -0.25 \r\n",
       "Q 13.140625 0.921875 6.890625 3.21875 \r\n",
       "L 6.890625 13.375 \r\n",
       "Q 12.890625 10.015625 18.65625 8.296875 \r\n",
       "Q 24.421875 6.59375 29.984375 6.59375 \r\n",
       "Q 38.421875 6.59375 43.015625 9.90625 \r\n",
       "Q 47.609375 13.234375 47.609375 19.390625 \r\n",
       "Q 47.609375 24.75 44.3125 27.78125 \r\n",
       "Q 41.015625 30.8125 33.5 32.328125 \r\n",
       "L 27.484375 33.5 \r\n",
       "Q 16.453125 35.6875 11.515625 40.375 \r\n",
       "Q 6.59375 45.0625 6.59375 53.421875 \r\n",
       "Q 6.59375 63.09375 13.40625 68.65625 \r\n",
       "Q 20.21875 74.21875 32.171875 74.21875 \r\n",
       "Q 37.3125 74.21875 42.625 73.28125 \r\n",
       "Q 47.953125 72.359375 53.515625 70.515625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-83\"/>\r\n",
       "       <path d=\"M 34.28125 27.484375 \r\n",
       "Q 23.390625 27.484375 19.1875 25 \r\n",
       "Q 14.984375 22.515625 14.984375 16.5 \r\n",
       "Q 14.984375 11.71875 18.140625 8.90625 \r\n",
       "Q 21.296875 6.109375 26.703125 6.109375 \r\n",
       "Q 34.1875 6.109375 38.703125 11.40625 \r\n",
       "Q 43.21875 16.703125 43.21875 25.484375 \r\n",
       "L 43.21875 27.484375 \r\n",
       "z\r\n",
       "M 52.203125 31.203125 \r\n",
       "L 52.203125 0 \r\n",
       "L 43.21875 0 \r\n",
       "L 43.21875 8.296875 \r\n",
       "Q 40.140625 3.328125 35.546875 0.953125 \r\n",
       "Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
       "Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
       "Q 6 8.015625 6 15.921875 \r\n",
       "Q 6 25.140625 12.171875 29.828125 \r\n",
       "Q 18.359375 34.515625 30.609375 34.515625 \r\n",
       "L 43.21875 34.515625 \r\n",
       "L 43.21875 35.40625 \r\n",
       "Q 43.21875 41.609375 39.140625 45 \r\n",
       "Q 35.0625 48.390625 27.6875 48.390625 \r\n",
       "Q 23 48.390625 18.546875 47.265625 \r\n",
       "Q 14.109375 46.140625 10.015625 43.890625 \r\n",
       "L 10.015625 52.203125 \r\n",
       "Q 14.9375 54.109375 19.578125 55.046875 \r\n",
       "Q 24.21875 56 28.609375 56 \r\n",
       "Q 40.484375 56 46.34375 49.84375 \r\n",
       "Q 52.203125 43.703125 52.203125 31.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-97\"/>\r\n",
       "       <path d=\"M 18.3125 70.21875 \r\n",
       "L 18.3125 54.6875 \r\n",
       "L 36.8125 54.6875 \r\n",
       "L 36.8125 47.703125 \r\n",
       "L 18.3125 47.703125 \r\n",
       "L 18.3125 18.015625 \r\n",
       "Q 18.3125 11.328125 20.140625 9.421875 \r\n",
       "Q 21.96875 7.515625 27.59375 7.515625 \r\n",
       "L 36.8125 7.515625 \r\n",
       "L 36.8125 0 \r\n",
       "L 27.59375 0 \r\n",
       "Q 17.1875 0 13.234375 3.875 \r\n",
       "Q 9.28125 7.765625 9.28125 18.015625 \r\n",
       "L 9.28125 47.703125 \r\n",
       "L 2.6875 47.703125 \r\n",
       "L 2.6875 54.6875 \r\n",
       "L 9.28125 54.6875 \r\n",
       "L 9.28125 70.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-116\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(241.932813 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-83\"/>\r\n",
       "       <use x=\"63.476562\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "       <use x=\"124.755859\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"333.83125\" xlink:href=\"#mea5d05a4f1\" y=\"224.64\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- Sun -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 54.890625 33.015625 \r\n",
       "L 54.890625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 45.90625 32.71875 \r\n",
       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
       "Q 30.078125 56 35.796875 56 \r\n",
       "Q 45.21875 56 50.046875 50.171875 \r\n",
       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-110\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(324.319531 239.238438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-83\"/>\r\n",
       "       <use x=\"63.476562\" xlink:href=\"#DejaVuSans-117\"/>\r\n",
       "       <use x=\"126.855469\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_5\">\r\n",
       "     <!-- day -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 45.40625 46.390625 \r\n",
       "L 45.40625 75.984375 \r\n",
       "L 54.390625 75.984375 \r\n",
       "L 54.390625 0 \r\n",
       "L 45.40625 0 \r\n",
       "L 45.40625 8.203125 \r\n",
       "Q 42.578125 3.328125 38.25 0.953125 \r\n",
       "Q 33.9375 -1.421875 27.875 -1.421875 \r\n",
       "Q 17.96875 -1.421875 11.734375 6.484375 \r\n",
       "Q 5.515625 14.40625 5.515625 27.296875 \r\n",
       "Q 5.515625 40.1875 11.734375 48.09375 \r\n",
       "Q 17.96875 56 27.875 56 \r\n",
       "Q 33.9375 56 38.25 53.625 \r\n",
       "Q 42.578125 51.265625 45.40625 46.390625 \r\n",
       "z\r\n",
       "M 14.796875 27.296875 \r\n",
       "Q 14.796875 17.390625 18.875 11.75 \r\n",
       "Q 22.953125 6.109375 30.078125 6.109375 \r\n",
       "Q 37.203125 6.109375 41.296875 11.75 \r\n",
       "Q 45.40625 17.390625 45.40625 27.296875 \r\n",
       "Q 45.40625 37.203125 41.296875 42.84375 \r\n",
       "Q 37.203125 48.484375 30.078125 48.484375 \r\n",
       "Q 22.953125 48.484375 18.875 42.84375 \r\n",
       "Q 14.796875 37.203125 14.796875 27.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-100\"/>\r\n",
       "      <path d=\"M 32.171875 -5.078125 \r\n",
       "Q 28.375 -14.84375 24.75 -17.8125 \r\n",
       "Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
       "L 7.90625 -20.796875 \r\n",
       "L 7.90625 -13.28125 \r\n",
       "L 13.1875 -13.28125 \r\n",
       "Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
       "Q 21 -9.765625 23.484375 -3.21875 \r\n",
       "L 25.09375 0.875 \r\n",
       "L 2.984375 54.6875 \r\n",
       "L 12.5 54.6875 \r\n",
       "L 29.59375 11.921875 \r\n",
       "L 46.6875 54.6875 \r\n",
       "L 56.203125 54.6875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-121\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(199.083594 252.916563)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-100\"/>\r\n",
       "      <use x=\"63.476562\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"124.755859\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"m6ca3807be2\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m6ca3807be2\" y=\"197.016828\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 31.78125 66.40625 \r\n",
       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
       "Q 16.5 51.421875 16.5 36.375 \r\n",
       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
       "Q 47.125 21.390625 47.125 36.375 \r\n",
       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
       "z\r\n",
       "M 31.78125 74.21875 \r\n",
       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-48\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(27.51875 200.816047)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m6ca3807be2\" y=\"166.296639\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 10 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 12.40625 8.296875 \r\n",
       "L 28.515625 8.296875 \r\n",
       "L 28.515625 63.921875 \r\n",
       "L 10.984375 60.40625 \r\n",
       "L 10.984375 69.390625 \r\n",
       "L 28.421875 72.90625 \r\n",
       "L 38.28125 72.90625 \r\n",
       "L 38.28125 8.296875 \r\n",
       "L 54.390625 8.296875 \r\n",
       "L 54.390625 0 \r\n",
       "L 12.40625 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-49\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(21.15625 170.095858)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m6ca3807be2\" y=\"135.576451\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 20 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 19.1875 8.296875 \r\n",
       "L 53.609375 8.296875 \r\n",
       "L 53.609375 0 \r\n",
       "L 7.328125 0 \r\n",
       "L 7.328125 8.296875 \r\n",
       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
       "L 7.8125 69.390625 \r\n",
       "Q 13.765625 71.78125 18.9375 73 \r\n",
       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-50\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(21.15625 139.375669)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m6ca3807be2\" y=\"104.856262\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- 30 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 40.578125 39.3125 \r\n",
       "Q 47.65625 37.796875 51.625 33 \r\n",
       "Q 55.609375 28.21875 55.609375 21.1875 \r\n",
       "Q 55.609375 10.40625 48.1875 4.484375 \r\n",
       "Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
       "Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
       "Q 12.796875 0.390625 7.625 2.203125 \r\n",
       "L 7.625 11.71875 \r\n",
       "Q 11.71875 9.328125 16.59375 8.109375 \r\n",
       "Q 21.484375 6.890625 26.8125 6.890625 \r\n",
       "Q 36.078125 6.890625 40.9375 10.546875 \r\n",
       "Q 45.796875 14.203125 45.796875 21.1875 \r\n",
       "Q 45.796875 27.640625 41.28125 31.265625 \r\n",
       "Q 36.765625 34.90625 28.71875 34.90625 \r\n",
       "L 20.21875 34.90625 \r\n",
       "L 20.21875 43.015625 \r\n",
       "L 29.109375 43.015625 \r\n",
       "Q 36.375 43.015625 40.234375 45.921875 \r\n",
       "Q 44.09375 48.828125 44.09375 54.296875 \r\n",
       "Q 44.09375 59.90625 40.109375 62.90625 \r\n",
       "Q 36.140625 65.921875 28.71875 65.921875 \r\n",
       "Q 24.65625 65.921875 20.015625 65.03125 \r\n",
       "Q 15.375 64.15625 9.8125 62.3125 \r\n",
       "L 9.8125 71.09375 \r\n",
       "Q 15.4375 72.65625 20.34375 73.4375 \r\n",
       "Q 25.25 74.21875 29.59375 74.21875 \r\n",
       "Q 40.828125 74.21875 47.359375 69.109375 \r\n",
       "Q 53.90625 64.015625 53.90625 55.328125 \r\n",
       "Q 53.90625 49.265625 50.4375 45.09375 \r\n",
       "Q 46.96875 40.921875 40.578125 39.3125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-51\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(21.15625 108.655481)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-51\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m6ca3807be2\" y=\"74.136074\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- 40 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 37.796875 64.3125 \r\n",
       "L 12.890625 25.390625 \r\n",
       "L 37.796875 25.390625 \r\n",
       "z\r\n",
       "M 35.203125 72.90625 \r\n",
       "L 47.609375 72.90625 \r\n",
       "L 47.609375 25.390625 \r\n",
       "L 58.015625 25.390625 \r\n",
       "L 58.015625 17.1875 \r\n",
       "L 47.609375 17.1875 \r\n",
       "L 47.609375 0 \r\n",
       "L 37.796875 0 \r\n",
       "L 37.796875 17.1875 \r\n",
       "L 4.890625 17.1875 \r\n",
       "L 4.890625 26.703125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-52\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(21.15625 77.935292)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m6ca3807be2\" y=\"43.415885\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- 50 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 10.796875 72.90625 \r\n",
       "L 49.515625 72.90625 \r\n",
       "L 49.515625 64.59375 \r\n",
       "L 19.828125 64.59375 \r\n",
       "L 19.828125 46.734375 \r\n",
       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
       "Q 40.625 48.1875 47.75 41.5 \r\n",
       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
       "L 7.71875 11.625 \r\n",
       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
       "Q 45.015625 31 40.078125 35.4375 \r\n",
       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-53\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(21.15625 47.215104)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_7\">\r\n",
       "     <g id=\"line2d_11\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m6ca3807be2\" y=\"12.695697\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_12\">\r\n",
       "      <!-- 60 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 33.015625 40.375 \r\n",
       "Q 26.375 40.375 22.484375 35.828125 \r\n",
       "Q 18.609375 31.296875 18.609375 23.390625 \r\n",
       "Q 18.609375 15.53125 22.484375 10.953125 \r\n",
       "Q 26.375 6.390625 33.015625 6.390625 \r\n",
       "Q 39.65625 6.390625 43.53125 10.953125 \r\n",
       "Q 47.40625 15.53125 47.40625 23.390625 \r\n",
       "Q 47.40625 31.296875 43.53125 35.828125 \r\n",
       "Q 39.65625 40.375 33.015625 40.375 \r\n",
       "z\r\n",
       "M 52.59375 71.296875 \r\n",
       "L 52.59375 62.3125 \r\n",
       "Q 48.875 64.0625 45.09375 64.984375 \r\n",
       "Q 41.3125 65.921875 37.59375 65.921875 \r\n",
       "Q 27.828125 65.921875 22.671875 59.328125 \r\n",
       "Q 17.53125 52.734375 16.796875 39.40625 \r\n",
       "Q 19.671875 43.65625 24.015625 45.921875 \r\n",
       "Q 28.375 48.1875 33.59375 48.1875 \r\n",
       "Q 44.578125 48.1875 50.953125 41.515625 \r\n",
       "Q 57.328125 34.859375 57.328125 23.390625 \r\n",
       "Q 57.328125 12.15625 50.6875 5.359375 \r\n",
       "Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
       "Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
       "Q 6.984375 17.96875 6.984375 36.375 \r\n",
       "Q 6.984375 53.65625 15.1875 63.9375 \r\n",
       "Q 23.390625 74.21875 37.203125 74.21875 \r\n",
       "Q 40.921875 74.21875 44.703125 73.484375 \r\n",
       "Q 48.484375 72.75 52.59375 71.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-54\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(21.15625 16.494915)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_13\">\r\n",
       "     <!-- total_bill -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 30.609375 48.390625 \r\n",
       "Q 23.390625 48.390625 19.1875 42.75 \r\n",
       "Q 14.984375 37.109375 14.984375 27.296875 \r\n",
       "Q 14.984375 17.484375 19.15625 11.84375 \r\n",
       "Q 23.34375 6.203125 30.609375 6.203125 \r\n",
       "Q 37.796875 6.203125 41.984375 11.859375 \r\n",
       "Q 46.1875 17.53125 46.1875 27.296875 \r\n",
       "Q 46.1875 37.015625 41.984375 42.703125 \r\n",
       "Q 37.796875 48.390625 30.609375 48.390625 \r\n",
       "z\r\n",
       "M 30.609375 56 \r\n",
       "Q 42.328125 56 49.015625 48.375 \r\n",
       "Q 55.71875 40.765625 55.71875 27.296875 \r\n",
       "Q 55.71875 13.875 49.015625 6.21875 \r\n",
       "Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
       "Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
       "Q 5.515625 13.875 5.515625 27.296875 \r\n",
       "Q 5.515625 40.765625 12.171875 48.375 \r\n",
       "Q 18.84375 56 30.609375 56 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-111\"/>\r\n",
       "      <path d=\"M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-108\"/>\r\n",
       "      <path d=\"M 50.984375 -16.609375 \r\n",
       "L 50.984375 -23.578125 \r\n",
       "L -0.984375 -23.578125 \r\n",
       "L -0.984375 -16.609375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-95\"/>\r\n",
       "      <path d=\"M 48.6875 27.296875 \r\n",
       "Q 48.6875 37.203125 44.609375 42.84375 \r\n",
       "Q 40.53125 48.484375 33.40625 48.484375 \r\n",
       "Q 26.265625 48.484375 22.1875 42.84375 \r\n",
       "Q 18.109375 37.203125 18.109375 27.296875 \r\n",
       "Q 18.109375 17.390625 22.1875 11.75 \r\n",
       "Q 26.265625 6.109375 33.40625 6.109375 \r\n",
       "Q 40.53125 6.109375 44.609375 11.75 \r\n",
       "Q 48.6875 17.390625 48.6875 27.296875 \r\n",
       "z\r\n",
       "M 18.109375 46.390625 \r\n",
       "Q 20.953125 51.265625 25.265625 53.625 \r\n",
       "Q 29.59375 56 35.59375 56 \r\n",
       "Q 45.5625 56 51.78125 48.09375 \r\n",
       "Q 58.015625 40.1875 58.015625 27.296875 \r\n",
       "Q 58.015625 14.40625 51.78125 6.484375 \r\n",
       "Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
       "Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
       "Q 20.953125 3.328125 18.109375 8.203125 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 75.984375 \r\n",
       "L 18.109375 75.984375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-98\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(14.798438 137.194219)rotate(-90)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"39.208984\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "      <use x=\"100.390625\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"139.599609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"200.878906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "      <use x=\"228.662109\" xlink:href=\"#DejaVuSans-95\"/>\r\n",
       "      <use x=\"278.662109\" xlink:href=\"#DejaVuSans-98\"/>\r\n",
       "      <use x=\"342.138672\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      <use x=\"369.921875\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "      <use x=\"397.705078\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_12\">\r\n",
       "    <path clip-path=\"url(#pea1ec59f6e)\" d=\"M 82.73125 139.324314 \r\n",
       "L 116.21125 139.324314 \r\n",
       "\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_13\">\r\n",
       "    <path clip-path=\"url(#pea1ec59f6e)\" d=\"M 166.43125 179.352719 \r\n",
       "L 166.43125 108.020442 \r\n",
       "\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_14\">\r\n",
       "    <path clip-path=\"url(#pea1ec59f6e)\" d=\"M 166.43125 159.86076 \r\n",
       "L 166.43125 130.200418 \r\n",
       "\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_15\">\r\n",
       "    <path clip-path=\"url(#pea1ec59f6e)\" d=\"M 250.13125 187.58573 \r\n",
       "L 250.13125 75.917845 \r\n",
       "\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_16\">\r\n",
       "    <path clip-path=\"url(#pea1ec59f6e)\" d=\"M 250.13125 154.300406 \r\n",
       "L 250.13125 121.015081 \r\n",
       "\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_17\">\r\n",
       "    <path clip-path=\"url(#pea1ec59f6e)\" d=\"M 333.83125 174.744691 \r\n",
       "L 333.83125 72.446463 \r\n",
       "\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_18\">\r\n",
       "    <path clip-path=\"url(#pea1ec59f6e)\" d=\"M 333.83125 150.974945 \r\n",
       "L 333.83125 118.380825 \r\n",
       "\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 40.88125 224.64 \r\n",
       "L 40.88125 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 375.68125 224.64 \r\n",
       "L 375.68125 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_7\">\r\n",
       "    <path d=\"M 40.88125 224.64 \r\n",
       "L 375.68125 224.64 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_8\">\r\n",
       "    <path d=\"M 40.88125 7.2 \r\n",
       "L 375.68125 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_1\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 1.5 \r\n",
       "C 0.397805 1.5 0.77937 1.341951 1.06066 1.06066 \r\n",
       "C 1.341951 0.77937 1.5 0.397805 1.5 0 \r\n",
       "C 1.5 -0.397805 1.341951 -0.77937 1.06066 -1.06066 \r\n",
       "C 0.77937 -1.341951 0.397805 -1.5 0 -1.5 \r\n",
       "C -0.397805 -1.5 -0.77937 -1.341951 -1.06066 -1.06066 \r\n",
       "C -1.341951 -0.77937 -1.5 -0.397805 -1.5 0 \r\n",
       "C -1.5 0.397805 -1.341951 0.77937 -1.06066 1.06066 \r\n",
       "C -0.77937 1.341951 -0.397805 1.5 0 1.5 \r\n",
       "z\r\n",
       "\" id=\"ma0591dcae5\" style=\"stroke:#545454;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#pea1ec59f6e)\">\r\n",
       "     <use style=\"fill:#ffffff;stroke:#545454;\" x=\"166.43125\" xlink:href=\"#ma0591dcae5\" y=\"149.769178\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_2\">\r\n",
       "    <g clip-path=\"url(#pea1ec59f6e)\">\r\n",
       "     <use style=\"fill:#ffffff;stroke:#545454;\" x=\"250.13125\" xlink:href=\"#ma0591dcae5\" y=\"140.983204\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_3\">\r\n",
       "    <g clip-path=\"url(#pea1ec59f6e)\">\r\n",
       "     <use style=\"fill:#ffffff;stroke:#545454;\" x=\"333.83125\" xlink:href=\"#ma0591dcae5\" y=\"136.713098\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"legend_1\">\r\n",
       "    <g id=\"patch_9\">\r\n",
       "     <path d=\"M 303.264063 59.234375 \r\n",
       "L 368.68125 59.234375 \r\n",
       "Q 370.68125 59.234375 370.68125 57.234375 \r\n",
       "L 370.68125 14.2 \r\n",
       "Q 370.68125 12.2 368.68125 12.2 \r\n",
       "L 303.264063 12.2 \r\n",
       "Q 301.264063 12.2 301.264063 14.2 \r\n",
       "L 301.264063 57.234375 \r\n",
       "Q 301.264063 59.234375 303.264063 59.234375 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_14\">\r\n",
       "     <!-- time -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 52 44.1875 \r\n",
       "Q 55.375 50.25 60.0625 53.125 \r\n",
       "Q 64.75 56 71.09375 56 \r\n",
       "Q 79.640625 56 84.28125 50.015625 \r\n",
       "Q 88.921875 44.046875 88.921875 33.015625 \r\n",
       "L 88.921875 0 \r\n",
       "L 79.890625 0 \r\n",
       "L 79.890625 32.71875 \r\n",
       "Q 79.890625 40.578125 77.09375 44.375 \r\n",
       "Q 74.3125 48.1875 68.609375 48.1875 \r\n",
       "Q 61.625 48.1875 57.5625 43.546875 \r\n",
       "Q 53.515625 38.921875 53.515625 30.90625 \r\n",
       "L 53.515625 0 \r\n",
       "L 44.484375 0 \r\n",
       "L 44.484375 32.71875 \r\n",
       "Q 44.484375 40.625 41.703125 44.40625 \r\n",
       "Q 38.921875 48.1875 33.109375 48.1875 \r\n",
       "Q 26.21875 48.1875 22.15625 43.53125 \r\n",
       "Q 18.109375 38.875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.1875 51.21875 25.484375 53.609375 \r\n",
       "Q 29.78125 56 35.6875 56 \r\n",
       "Q 41.65625 56 45.828125 52.96875 \r\n",
       "Q 50 49.953125 52 44.1875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-109\"/>\r\n",
       "      <path d=\"M 56.203125 29.59375 \r\n",
       "L 56.203125 25.203125 \r\n",
       "L 14.890625 25.203125 \r\n",
       "Q 15.484375 15.921875 20.484375 11.0625 \r\n",
       "Q 25.484375 6.203125 34.421875 6.203125 \r\n",
       "Q 39.59375 6.203125 44.453125 7.46875 \r\n",
       "Q 49.3125 8.734375 54.109375 11.28125 \r\n",
       "L 54.109375 2.78125 \r\n",
       "Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
       "Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
       "Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
       "Q 5.515625 13.8125 5.515625 26.8125 \r\n",
       "Q 5.515625 40.234375 12.765625 48.109375 \r\n",
       "Q 20.015625 56 32.328125 56 \r\n",
       "Q 43.359375 56 49.78125 48.890625 \r\n",
       "Q 56.203125 41.796875 56.203125 29.59375 \r\n",
       "z\r\n",
       "M 47.21875 32.234375 \r\n",
       "Q 47.125 39.59375 43.09375 43.984375 \r\n",
       "Q 39.0625 48.390625 32.421875 48.390625 \r\n",
       "Q 24.90625 48.390625 20.390625 44.140625 \r\n",
       "Q 15.875 39.890625 15.1875 32.171875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-101\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(324.676563 23.798438)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"39.208984\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      <use x=\"66.992188\" xlink:href=\"#DejaVuSans-109\"/>\r\n",
       "      <use x=\"164.404297\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"patch_10\">\r\n",
       "     <path d=\"M 305.264063 38.476563 \r\n",
       "L 325.264063 38.476563 \r\n",
       "L 325.264063 31.476563 \r\n",
       "L 305.264063 31.476563 \r\n",
       "z\r\n",
       "\" style=\"fill:#597dbf;stroke:#545454;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_15\">\r\n",
       "     <!-- Lunch -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 9.8125 72.90625 \r\n",
       "L 19.671875 72.90625 \r\n",
       "L 19.671875 8.296875 \r\n",
       "L 55.171875 8.296875 \r\n",
       "L 55.171875 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-76\"/>\r\n",
       "      <path d=\"M 48.78125 52.59375 \r\n",
       "L 48.78125 44.1875 \r\n",
       "Q 44.96875 46.296875 41.140625 47.34375 \r\n",
       "Q 37.3125 48.390625 33.40625 48.390625 \r\n",
       "Q 24.65625 48.390625 19.8125 42.84375 \r\n",
       "Q 14.984375 37.3125 14.984375 27.296875 \r\n",
       "Q 14.984375 17.28125 19.8125 11.734375 \r\n",
       "Q 24.65625 6.203125 33.40625 6.203125 \r\n",
       "Q 37.3125 6.203125 41.140625 7.25 \r\n",
       "Q 44.96875 8.296875 48.78125 10.40625 \r\n",
       "L 48.78125 2.09375 \r\n",
       "Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
       "Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
       "Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
       "Q 5.515625 14.109375 5.515625 27.296875 \r\n",
       "Q 5.515625 40.671875 12.859375 48.328125 \r\n",
       "Q 20.21875 56 33.015625 56 \r\n",
       "Q 37.15625 56 41.109375 55.140625 \r\n",
       "Q 45.0625 54.296875 48.78125 52.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-99\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(333.264063 38.476563)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-76\"/>\r\n",
       "      <use x=\"55.697266\" xlink:href=\"#DejaVuSans-117\"/>\r\n",
       "      <use x=\"119.076172\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "      <use x=\"182.455078\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
       "      <use x=\"237.435547\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"patch_11\">\r\n",
       "     <path d=\"M 305.264063 53.154688 \r\n",
       "L 325.264063 53.154688 \r\n",
       "L 325.264063 46.154688 \r\n",
       "L 305.264063 46.154688 \r\n",
       "z\r\n",
       "\" style=\"fill:#d98b5f;stroke:#545454;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_16\">\r\n",
       "     <!-- Dinner -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 19.671875 64.796875 \r\n",
       "L 19.671875 8.109375 \r\n",
       "L 31.59375 8.109375 \r\n",
       "Q 46.6875 8.109375 53.6875 14.9375 \r\n",
       "Q 60.6875 21.78125 60.6875 36.53125 \r\n",
       "Q 60.6875 51.171875 53.6875 57.984375 \r\n",
       "Q 46.6875 64.796875 31.59375 64.796875 \r\n",
       "z\r\n",
       "M 9.8125 72.90625 \r\n",
       "L 30.078125 72.90625 \r\n",
       "Q 51.265625 72.90625 61.171875 64.09375 \r\n",
       "Q 71.09375 55.28125 71.09375 36.53125 \r\n",
       "Q 71.09375 17.671875 61.125 8.828125 \r\n",
       "Q 51.171875 0 30.078125 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-68\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(333.264063 53.154688)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-68\"/>\r\n",
       "      <use x=\"77.001953\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      <use x=\"104.785156\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "      <use x=\"168.164062\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "      <use x=\"231.542969\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"293.066406\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"pea1ec59f6e\">\r\n",
       "   <rect height=\"217.44\" width=\"334.8\" x=\"40.88125\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Group by day and color by time (lunch vs dinner)\n",
    "\n",
    "ax = sns.violinplot(x=\"day\", y=\"total_bill\", hue=\"time\", data=tips, palette=\"muted\", split=True)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Pairwise scatter plots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
       "<svg height=\"369.75625pt\" version=\"1.1\" viewBox=\"0 0 452.108941 369.75625\" width=\"452.108941pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">\r\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
       "  </style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 369.75625 \r\n",
       "L 452.108941 369.75625 \r\n",
       "L 452.108941 -0 \r\n",
       "L 0 -0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 59.690625 164.7 \r\n",
       "L 204.253071 164.7 \r\n",
       "L 204.253071 7.2 \r\n",
       "L 59.690625 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"mcf9e1d8e32\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"65.30119\" xlink:href=\"#mcf9e1d8e32\" y=\"164.7\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"101.608176\" xlink:href=\"#mcf9e1d8e32\" y=\"164.7\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"137.915162\" xlink:href=\"#mcf9e1d8e32\" y=\"164.7\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"174.222149\" xlink:href=\"#mcf9e1d8e32\" y=\"164.7\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"mead2c9fb5e\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mead2c9fb5e\" y=\"159.514201\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 10000 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 12.40625 8.296875 \r\n",
       "L 28.515625 8.296875 \r\n",
       "L 28.515625 63.921875 \r\n",
       "L 10.984375 60.40625 \r\n",
       "L 10.984375 69.390625 \r\n",
       "L 28.421875 72.90625 \r\n",
       "L 38.28125 72.90625 \r\n",
       "L 38.28125 8.296875 \r\n",
       "L 54.390625 8.296875 \r\n",
       "L 54.390625 0 \r\n",
       "L 12.40625 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-49\"/>\r\n",
       "       <path d=\"M 31.78125 66.40625 \r\n",
       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
       "Q 16.5 51.421875 16.5 36.375 \r\n",
       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
       "Q 47.125 21.390625 47.125 36.375 \r\n",
       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
       "z\r\n",
       "M 31.78125 74.21875 \r\n",
       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-48\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 163.31342)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mead2c9fb5e\" y=\"118.824916\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 15000 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 10.796875 72.90625 \r\n",
       "L 49.515625 72.90625 \r\n",
       "L 49.515625 64.59375 \r\n",
       "L 19.828125 64.59375 \r\n",
       "L 19.828125 46.734375 \r\n",
       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
       "Q 40.625 48.1875 47.75 41.5 \r\n",
       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
       "L 7.71875 11.625 \r\n",
       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
       "Q 45.015625 31 40.078125 35.4375 \r\n",
       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-53\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 122.624135)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mead2c9fb5e\" y=\"78.135631\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 20000 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 19.1875 8.296875 \r\n",
       "L 53.609375 8.296875 \r\n",
       "L 53.609375 0 \r\n",
       "L 7.328125 0 \r\n",
       "L 7.328125 8.296875 \r\n",
       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
       "L 7.8125 69.390625 \r\n",
       "Q 13.765625 71.78125 18.9375 73 \r\n",
       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-50\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 81.93485)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mead2c9fb5e\" y=\"37.446346\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 25000 -->\r\n",
       "      <g transform=\"translate(20.878125 41.245565)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_5\">\r\n",
       "     <!-- salary -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 44.28125 53.078125 \r\n",
       "L 44.28125 44.578125 \r\n",
       "Q 40.484375 46.53125 36.375 47.5 \r\n",
       "Q 32.28125 48.484375 27.875 48.484375 \r\n",
       "Q 21.1875 48.484375 17.84375 46.4375 \r\n",
       "Q 14.5 44.390625 14.5 40.28125 \r\n",
       "Q 14.5 37.15625 16.890625 35.375 \r\n",
       "Q 19.28125 33.59375 26.515625 31.984375 \r\n",
       "L 29.59375 31.296875 \r\n",
       "Q 39.15625 29.25 43.1875 25.515625 \r\n",
       "Q 47.21875 21.78125 47.21875 15.09375 \r\n",
       "Q 47.21875 7.46875 41.1875 3.015625 \r\n",
       "Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
       "Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
       "Q 10.6875 0.296875 5.421875 2 \r\n",
       "L 5.421875 11.28125 \r\n",
       "Q 10.40625 8.6875 15.234375 7.390625 \r\n",
       "Q 20.0625 6.109375 24.8125 6.109375 \r\n",
       "Q 31.15625 6.109375 34.5625 8.28125 \r\n",
       "Q 37.984375 10.453125 37.984375 14.40625 \r\n",
       "Q 37.984375 18.0625 35.515625 20.015625 \r\n",
       "Q 33.0625 21.96875 24.703125 23.78125 \r\n",
       "L 21.578125 24.515625 \r\n",
       "Q 13.234375 26.265625 9.515625 29.90625 \r\n",
       "Q 5.8125 33.546875 5.8125 39.890625 \r\n",
       "Q 5.8125 47.609375 11.28125 51.796875 \r\n",
       "Q 16.75 56 26.8125 56 \r\n",
       "Q 31.78125 56 36.171875 55.265625 \r\n",
       "Q 40.578125 54.546875 44.28125 53.078125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-115\"/>\r\n",
       "      <path d=\"M 34.28125 27.484375 \r\n",
       "Q 23.390625 27.484375 19.1875 25 \r\n",
       "Q 14.984375 22.515625 14.984375 16.5 \r\n",
       "Q 14.984375 11.71875 18.140625 8.90625 \r\n",
       "Q 21.296875 6.109375 26.703125 6.109375 \r\n",
       "Q 34.1875 6.109375 38.703125 11.40625 \r\n",
       "Q 43.21875 16.703125 43.21875 25.484375 \r\n",
       "L 43.21875 27.484375 \r\n",
       "z\r\n",
       "M 52.203125 31.203125 \r\n",
       "L 52.203125 0 \r\n",
       "L 43.21875 0 \r\n",
       "L 43.21875 8.296875 \r\n",
       "Q 40.140625 3.328125 35.546875 0.953125 \r\n",
       "Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
       "Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
       "Q 6 8.015625 6 15.921875 \r\n",
       "Q 6 25.140625 12.171875 29.828125 \r\n",
       "Q 18.359375 34.515625 30.609375 34.515625 \r\n",
       "L 43.21875 34.515625 \r\n",
       "L 43.21875 35.40625 \r\n",
       "Q 43.21875 41.609375 39.140625 45 \r\n",
       "Q 35.0625 48.390625 27.6875 48.390625 \r\n",
       "Q 23 48.390625 18.546875 47.265625 \r\n",
       "Q 14.109375 46.140625 10.015625 43.890625 \r\n",
       "L 10.015625 52.203125 \r\n",
       "Q 14.9375 54.109375 19.578125 55.046875 \r\n",
       "Q 24.21875 56 28.609375 56 \r\n",
       "Q 40.484375 56 46.34375 49.84375 \r\n",
       "Q 52.203125 43.703125 52.203125 31.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-97\"/>\r\n",
       "      <path d=\"M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-108\"/>\r\n",
       "      <path d=\"M 41.109375 46.296875 \r\n",
       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
       "Q 36.03125 48 33.890625 48 \r\n",
       "Q 26.265625 48 22.1875 43.046875 \r\n",
       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
       "Q 30.03125 56 36.53125 56 \r\n",
       "Q 37.453125 56 38.578125 55.875 \r\n",
       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-114\"/>\r\n",
       "      <path d=\"M 32.171875 -5.078125 \r\n",
       "Q 28.375 -14.84375 24.75 -17.8125 \r\n",
       "Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
       "L 7.90625 -20.796875 \r\n",
       "L 7.90625 -13.28125 \r\n",
       "L 13.1875 -13.28125 \r\n",
       "Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
       "Q 21 -9.765625 23.484375 -3.21875 \r\n",
       "L 25.09375 0.875 \r\n",
       "L 2.984375 54.6875 \r\n",
       "L 12.5 54.6875 \r\n",
       "L 29.59375 11.921875 \r\n",
       "L 46.6875 54.6875 \r\n",
       "L 56.203125 54.6875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-121\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(14.798438 101.086719)rotate(-90)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"52.099609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"113.378906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "      <use x=\"141.162109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"202.441406\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      <use x=\"243.554688\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 59.690625 164.7 \r\n",
       "L 59.690625 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path d=\"M 59.690625 164.7 \r\n",
       "L 204.253071 164.7 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_2\">\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 226.248995 164.7 \r\n",
       "L 370.811441 164.7 \r\n",
       "L 370.811441 7.2 \r\n",
       "L 226.248995 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_1\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 3 \r\n",
       "C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
       "C 2.683901 1.55874 3 0.795609 3 0 \r\n",
       "C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
       "C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
       "C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
       "C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
       "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
       "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
       "z\r\n",
       "\" id=\"m85791a14b2\" style=\"stroke:#1f77b4;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p463c320bd9)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"235.74296\" xlink:href=\"#m85791a14b2\" y=\"127.971867\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"235.74296\" xlink:href=\"#m85791a14b2\" y=\"88.706707\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"242.352145\" xlink:href=\"#m85791a14b2\" y=\"71.03942\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"248.96133\" xlink:href=\"#m85791a14b2\" y=\"119.028363\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"248.96133\" xlink:href=\"#m85791a14b2\" y=\"66.978629\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"248.96133\" xlink:href=\"#m85791a14b2\" y=\"79.763203\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"255.570515\" xlink:href=\"#m85791a14b2\" y=\"75.995375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"262.1797\" xlink:href=\"#m85791a14b2\" y=\"110.971884\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"268.788885\" xlink:href=\"#m85791a14b2\" y=\"67.133249\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"268.788885\" xlink:href=\"#m85791a14b2\" y=\"54.666052\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"275.39807\" xlink:href=\"#m85791a14b2\" y=\"102.728235\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"282.007255\" xlink:href=\"#m85791a14b2\" y=\"99.261508\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"282.007255\" xlink:href=\"#m85791a14b2\" y=\"60.362552\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"295.225625\" xlink:href=\"#m85791a14b2\" y=\"52.306073\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"295.225625\" xlink:href=\"#m85791a14b2\" y=\"47.374532\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"301.83481\" xlink:href=\"#m85791a14b2\" y=\"34.109825\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"308.443996\" xlink:href=\"#m85791a14b2\" y=\"44.200768\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"315.053181\" xlink:href=\"#m85791a14b2\" y=\"26.622996\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"328.271551\" xlink:href=\"#m85791a14b2\" y=\"31.871914\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"334.880736\" xlink:href=\"#m85791a14b2\" y=\"14.359246\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_2\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 3 \r\n",
       "C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
       "C 2.683901 1.55874 3 0.795609 3 0 \r\n",
       "C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
       "C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
       "C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
       "C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
       "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
       "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
       "z\r\n",
       "\" id=\"m0929b8c60f\" style=\"stroke:#ff7f0e;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p463c320bd9)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"235.74296\" xlink:href=\"#m0929b8c60f\" y=\"146.428527\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"235.74296\" xlink:href=\"#m0929b8c60f\" y=\"149.073331\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"235.74296\" xlink:href=\"#m0929b8c60f\" y=\"145.134608\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"242.352145\" xlink:href=\"#m0929b8c60f\" y=\"145.093919\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"242.352145\" xlink:href=\"#m0929b8c60f\" y=\"155.160448\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"242.352145\" xlink:href=\"#m0929b8c60f\" y=\"141.651605\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"248.96133\" xlink:href=\"#m0929b8c60f\" y=\"140.691338\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"255.570515\" xlink:href=\"#m0929b8c60f\" y=\"147.982858\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"255.570515\" xlink:href=\"#m0929b8c60f\" y=\"133.220785\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"255.570515\" xlink:href=\"#m0929b8c60f\" y=\"136.044622\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"262.1797\" xlink:href=\"#m0929b8c60f\" y=\"133.106855\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"262.1797\" xlink:href=\"#m0929b8c60f\" y=\"129.591301\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"268.788885\" xlink:href=\"#m0929b8c60f\" y=\"140.504167\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"268.788885\" xlink:href=\"#m0929b8c60f\" y=\"128.272968\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"282.007255\" xlink:href=\"#m0929b8c60f\" y=\"120.428074\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"282.007255\" xlink:href=\"#m0929b8c60f\" y=\"130.641085\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"295.225625\" xlink:href=\"#m0929b8c60f\" y=\"123.162394\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"295.225625\" xlink:href=\"#m0929b8c60f\" y=\"111.159055\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"301.83481\" xlink:href=\"#m0929b8c60f\" y=\"119.956078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"308.443996\" xlink:href=\"#m0929b8c60f\" y=\"103.509469\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"315.053181\" xlink:href=\"#m0929b8c60f\" y=\"110.768438\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"321.662366\" xlink:href=\"#m0929b8c60f\" y=\"94.826376\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"334.880736\" xlink:href=\"#m0929b8c60f\" y=\"87.591821\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"334.880736\" xlink:href=\"#m0929b8c60f\" y=\"98.618617\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"341.489921\" xlink:href=\"#m0929b8c60f\" y=\"84.588952\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"361.317476\" xlink:href=\"#m0929b8c60f\" y=\"83.45779\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_3\">\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"229.133775\" xlink:href=\"#mcf9e1d8e32\" y=\"164.7\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_6\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"295.225625\" xlink:href=\"#mcf9e1d8e32\" y=\"164.7\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_7\">\r\n",
       "     <g id=\"line2d_11\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"361.317476\" xlink:href=\"#mcf9e1d8e32\" y=\"164.7\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_4\">\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_12\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"226.248995\" xlink:href=\"#mead2c9fb5e\" y=\"159.514201\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_13\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"226.248995\" xlink:href=\"#mead2c9fb5e\" y=\"118.824916\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_7\">\r\n",
       "     <g id=\"line2d_14\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"226.248995\" xlink:href=\"#mead2c9fb5e\" y=\"78.135631\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_8\">\r\n",
       "     <g id=\"line2d_15\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"226.248995\" xlink:href=\"#mead2c9fb5e\" y=\"37.446346\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 226.248995 164.7 \r\n",
       "L 226.248995 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_7\">\r\n",
       "    <path d=\"M 226.248995 164.7 \r\n",
       "L 370.811441 164.7 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_3\">\r\n",
       "   <g id=\"patch_8\">\r\n",
       "    <path d=\"M 59.690625 332.2 \r\n",
       "L 204.253071 332.2 \r\n",
       "L 204.253071 174.7 \r\n",
       "L 59.690625 174.7 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_3\">\r\n",
       "    <g clip-path=\"url(#p756211c752)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"93.446366\" xlink:href=\"#m85791a14b2\" y=\"322.742697\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"128.482607\" xlink:href=\"#m85791a14b2\" y=\"322.742697\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"144.247101\" xlink:href=\"#m85791a14b2\" y=\"315.448729\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"101.426641\" xlink:href=\"#m85791a14b2\" y=\"308.154761\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"147.870538\" xlink:href=\"#m85791a14b2\" y=\"308.154761\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"136.462883\" xlink:href=\"#m85791a14b2\" y=\"308.154761\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"139.82491\" xlink:href=\"#m85791a14b2\" y=\"300.860793\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"108.615424\" xlink:href=\"#m85791a14b2\" y=\"293.566825\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"147.732572\" xlink:href=\"#m85791a14b2\" y=\"286.272857\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"158.857032\" xlink:href=\"#m85791a14b2\" y=\"286.272857\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"115.97122\" xlink:href=\"#m85791a14b2\" y=\"278.978888\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"119.064575\" xlink:href=\"#m85791a14b2\" y=\"271.68492\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"153.774054\" xlink:href=\"#m85791a14b2\" y=\"271.68492\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"160.962837\" xlink:href=\"#m85791a14b2\" y=\"257.096984\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"165.363244\" xlink:href=\"#m85791a14b2\" y=\"257.096984\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"177.199322\" xlink:href=\"#m85791a14b2\" y=\"249.803016\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"168.195189\" xlink:href=\"#m85791a14b2\" y=\"242.509048\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"183.879807\" xlink:href=\"#m85791a14b2\" y=\"235.21508\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"179.196206\" xlink:href=\"#m85791a14b2\" y=\"220.627143\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"194.822733\" xlink:href=\"#m85791a14b2\" y=\"213.333175\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_4\">\r\n",
       "    <g clip-path=\"url(#p756211c752)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"76.977517\" xlink:href=\"#m0929b8c60f\" y=\"322.742697\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"74.617562\" xlink:href=\"#m0929b8c60f\" y=\"322.742697\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"78.132079\" xlink:href=\"#m0929b8c60f\" y=\"322.742697\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"78.168386\" xlink:href=\"#m0929b8c60f\" y=\"315.448729\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"69.186037\" xlink:href=\"#m0929b8c60f\" y=\"315.448729\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"81.239957\" xlink:href=\"#m0929b8c60f\" y=\"315.448729\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"82.096802\" xlink:href=\"#m0929b8c60f\" y=\"308.154761\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"75.59059\" xlink:href=\"#m0929b8c60f\" y=\"300.860793\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"88.762764\" xlink:href=\"#m0929b8c60f\" y=\"300.860793\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"86.243059\" xlink:href=\"#m0929b8c60f\" y=\"300.860793\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"88.864424\" xlink:href=\"#m0929b8c60f\" y=\"293.566825\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"92.001348\" xlink:href=\"#m0929b8c60f\" y=\"293.566825\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"82.263814\" xlink:href=\"#m0929b8c60f\" y=\"286.272857\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"93.177694\" xlink:href=\"#m0929b8c60f\" y=\"286.272857\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"100.177681\" xlink:href=\"#m0929b8c60f\" y=\"271.68492\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"91.064627\" xlink:href=\"#m0929b8c60f\" y=\"271.68492\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"97.737851\" xlink:href=\"#m0929b8c60f\" y=\"257.096984\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"108.448412\" xlink:href=\"#m0929b8c60f\" y=\"257.096984\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"100.598842\" xlink:href=\"#m0929b8c60f\" y=\"249.803016\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"115.274126\" xlink:href=\"#m0929b8c60f\" y=\"242.509048\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"108.796959\" xlink:href=\"#m0929b8c60f\" y=\"235.21508\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"123.022037\" xlink:href=\"#m0929b8c60f\" y=\"227.921112\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"129.477419\" xlink:href=\"#m0929b8c60f\" y=\"213.333175\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"119.638226\" xlink:href=\"#m0929b8c60f\" y=\"213.333175\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"132.156874\" xlink:href=\"#m0929b8c60f\" y=\"206.039207\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"133.166209\" xlink:href=\"#m0929b8c60f\" y=\"184.157303\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_5\">\r\n",
       "    <g id=\"xtick_8\">\r\n",
       "     <g id=\"line2d_16\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"65.30119\" xlink:href=\"#mcf9e1d8e32\" y=\"332.2\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 10000 -->\r\n",
       "      <g transform=\"translate(49.39494 346.798437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_9\">\r\n",
       "     <g id=\"line2d_17\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"101.608176\" xlink:href=\"#mcf9e1d8e32\" y=\"332.2\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 15000 -->\r\n",
       "      <g transform=\"translate(85.701926 346.798437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_10\">\r\n",
       "     <g id=\"line2d_18\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"137.915162\" xlink:href=\"#mcf9e1d8e32\" y=\"332.2\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 20000 -->\r\n",
       "      <g transform=\"translate(122.008912 346.798437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_11\">\r\n",
       "     <g id=\"line2d_19\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"174.222149\" xlink:href=\"#mcf9e1d8e32\" y=\"332.2\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- 25000 -->\r\n",
       "      <g transform=\"translate(158.315899 346.798437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_10\">\r\n",
       "     <!-- salary -->\r\n",
       "     <g transform=\"translate(116.835129 360.476562)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"52.099609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"113.378906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "      <use x=\"141.162109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"202.441406\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      <use x=\"243.554688\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_6\">\r\n",
       "    <g id=\"ytick_9\">\r\n",
       "     <g id=\"line2d_20\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mead2c9fb5e\" y=\"330.036665\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <g transform=\"translate(46.328125 333.835884)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_10\">\r\n",
       "     <g id=\"line2d_21\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mead2c9fb5e\" y=\"293.566825\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_12\">\r\n",
       "      <!-- 5 -->\r\n",
       "      <g transform=\"translate(46.328125 297.366043)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_11\">\r\n",
       "     <g id=\"line2d_22\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mead2c9fb5e\" y=\"257.096984\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_13\">\r\n",
       "      <!-- 10 -->\r\n",
       "      <g transform=\"translate(39.965625 260.896203)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_12\">\r\n",
       "     <g id=\"line2d_23\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mead2c9fb5e\" y=\"220.627143\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_14\">\r\n",
       "      <!-- 15 -->\r\n",
       "      <g transform=\"translate(39.965625 224.426362)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_13\">\r\n",
       "     <g id=\"line2d_24\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mead2c9fb5e\" y=\"184.157303\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_15\">\r\n",
       "      <!-- 20 -->\r\n",
       "      <g transform=\"translate(39.965625 187.956522)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_16\">\r\n",
       "     <!-- experience -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 56.203125 29.59375 \r\n",
       "L 56.203125 25.203125 \r\n",
       "L 14.890625 25.203125 \r\n",
       "Q 15.484375 15.921875 20.484375 11.0625 \r\n",
       "Q 25.484375 6.203125 34.421875 6.203125 \r\n",
       "Q 39.59375 6.203125 44.453125 7.46875 \r\n",
       "Q 49.3125 8.734375 54.109375 11.28125 \r\n",
       "L 54.109375 2.78125 \r\n",
       "Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
       "Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
       "Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
       "Q 5.515625 13.8125 5.515625 26.8125 \r\n",
       "Q 5.515625 40.234375 12.765625 48.109375 \r\n",
       "Q 20.015625 56 32.328125 56 \r\n",
       "Q 43.359375 56 49.78125 48.890625 \r\n",
       "Q 56.203125 41.796875 56.203125 29.59375 \r\n",
       "z\r\n",
       "M 47.21875 32.234375 \r\n",
       "Q 47.125 39.59375 43.09375 43.984375 \r\n",
       "Q 39.0625 48.390625 32.421875 48.390625 \r\n",
       "Q 24.90625 48.390625 20.390625 44.140625 \r\n",
       "Q 15.875 39.890625 15.1875 32.171875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-101\"/>\r\n",
       "      <path d=\"M 54.890625 54.6875 \r\n",
       "L 35.109375 28.078125 \r\n",
       "L 55.90625 0 \r\n",
       "L 45.3125 0 \r\n",
       "L 29.390625 21.484375 \r\n",
       "L 13.484375 0 \r\n",
       "L 2.875 0 \r\n",
       "L 24.125 28.609375 \r\n",
       "L 4.6875 54.6875 \r\n",
       "L 15.28125 54.6875 \r\n",
       "L 29.78125 35.203125 \r\n",
       "L 44.28125 54.6875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-120\"/>\r\n",
       "      <path d=\"M 18.109375 8.203125 \r\n",
       "L 18.109375 -20.796875 \r\n",
       "L 9.078125 -20.796875 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.390625 \r\n",
       "Q 20.953125 51.265625 25.265625 53.625 \r\n",
       "Q 29.59375 56 35.59375 56 \r\n",
       "Q 45.5625 56 51.78125 48.09375 \r\n",
       "Q 58.015625 40.1875 58.015625 27.296875 \r\n",
       "Q 58.015625 14.40625 51.78125 6.484375 \r\n",
       "Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
       "Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
       "Q 20.953125 3.328125 18.109375 8.203125 \r\n",
       "z\r\n",
       "M 48.6875 27.296875 \r\n",
       "Q 48.6875 37.203125 44.609375 42.84375 \r\n",
       "Q 40.53125 48.484375 33.40625 48.484375 \r\n",
       "Q 26.265625 48.484375 22.1875 42.84375 \r\n",
       "Q 18.109375 37.203125 18.109375 27.296875 \r\n",
       "Q 18.109375 17.390625 22.1875 11.75 \r\n",
       "Q 26.265625 6.109375 33.40625 6.109375 \r\n",
       "Q 40.53125 6.109375 44.609375 11.75 \r\n",
       "Q 48.6875 17.390625 48.6875 27.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-112\"/>\r\n",
       "      <path d=\"M 9.421875 54.6875 \r\n",
       "L 18.40625 54.6875 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 64.59375 \r\n",
       "L 9.421875 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-105\"/>\r\n",
       "      <path d=\"M 54.890625 33.015625 \r\n",
       "L 54.890625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 45.90625 32.71875 \r\n",
       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
       "Q 30.078125 56 35.796875 56 \r\n",
       "Q 45.21875 56 50.046875 50.171875 \r\n",
       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-110\"/>\r\n",
       "      <path d=\"M 48.78125 52.59375 \r\n",
       "L 48.78125 44.1875 \r\n",
       "Q 44.96875 46.296875 41.140625 47.34375 \r\n",
       "Q 37.3125 48.390625 33.40625 48.390625 \r\n",
       "Q 24.65625 48.390625 19.8125 42.84375 \r\n",
       "Q 14.984375 37.3125 14.984375 27.296875 \r\n",
       "Q 14.984375 17.28125 19.8125 11.734375 \r\n",
       "Q 24.65625 6.203125 33.40625 6.203125 \r\n",
       "Q 37.3125 6.203125 41.140625 7.25 \r\n",
       "Q 44.96875 8.296875 48.78125 10.40625 \r\n",
       "L 48.78125 2.09375 \r\n",
       "Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
       "Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
       "Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
       "Q 5.515625 14.109375 5.515625 27.296875 \r\n",
       "Q 5.515625 40.671875 12.859375 48.328125 \r\n",
       "Q 20.21875 56 33.015625 56 \r\n",
       "Q 37.15625 56 41.109375 55.140625 \r\n",
       "Q 45.0625 54.296875 48.78125 52.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-99\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(33.885937 281.251562)rotate(-90)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"61.507812\" xlink:href=\"#DejaVuSans-120\"/>\r\n",
       "      <use x=\"120.6875\" xlink:href=\"#DejaVuSans-112\"/>\r\n",
       "      <use x=\"184.164062\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"245.6875\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      <use x=\"286.800781\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      <use x=\"314.583984\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"376.107422\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "      <use x=\"439.486328\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
       "      <use x=\"494.466797\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_9\">\r\n",
       "    <path d=\"M 59.690625 332.2 \r\n",
       "L 59.690625 174.7 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_10\">\r\n",
       "    <path d=\"M 59.690625 332.2 \r\n",
       "L 204.253071 332.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_4\">\r\n",
       "   <g id=\"patch_11\">\r\n",
       "    <path d=\"M 226.248995 332.2 \r\n",
       "L 370.811441 332.2 \r\n",
       "L 370.811441 174.7 \r\n",
       "L 226.248995 174.7 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_7\">\r\n",
       "    <g id=\"xtick_12\">\r\n",
       "     <g id=\"line2d_25\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"229.133775\" xlink:href=\"#mcf9e1d8e32\" y=\"332.2\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_17\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <g transform=\"translate(225.952525 346.798437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_13\">\r\n",
       "     <g id=\"line2d_26\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"295.225625\" xlink:href=\"#mcf9e1d8e32\" y=\"332.2\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_18\">\r\n",
       "      <!-- 10 -->\r\n",
       "      <g transform=\"translate(288.863125 346.798437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_14\">\r\n",
       "     <g id=\"line2d_27\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"361.317476\" xlink:href=\"#mcf9e1d8e32\" y=\"332.2\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_19\">\r\n",
       "      <!-- 20 -->\r\n",
       "      <g transform=\"translate(354.954976 346.798437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_20\">\r\n",
       "     <!-- experience -->\r\n",
       "     <g transform=\"translate(270.728655 360.476562)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"61.507812\" xlink:href=\"#DejaVuSans-120\"/>\r\n",
       "      <use x=\"120.6875\" xlink:href=\"#DejaVuSans-112\"/>\r\n",
       "      <use x=\"184.164062\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"245.6875\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      <use x=\"286.800781\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      <use x=\"314.583984\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"376.107422\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "      <use x=\"439.486328\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
       "      <use x=\"494.466797\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_8\">\r\n",
       "    <g id=\"ytick_14\">\r\n",
       "     <g id=\"line2d_28\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"226.248995\" xlink:href=\"#mead2c9fb5e\" y=\"330.036665\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_15\">\r\n",
       "     <g id=\"line2d_29\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"226.248995\" xlink:href=\"#mead2c9fb5e\" y=\"293.566825\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_16\">\r\n",
       "     <g id=\"line2d_30\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"226.248995\" xlink:href=\"#mead2c9fb5e\" y=\"257.096984\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_17\">\r\n",
       "     <g id=\"line2d_31\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"226.248995\" xlink:href=\"#mead2c9fb5e\" y=\"220.627143\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_18\">\r\n",
       "     <g id=\"line2d_32\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"226.248995\" xlink:href=\"#mead2c9fb5e\" y=\"184.157303\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_12\">\r\n",
       "    <path d=\"M 226.248995 332.2 \r\n",
       "L 226.248995 174.7 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_13\">\r\n",
       "    <path d=\"M 226.248995 332.2 \r\n",
       "L 370.811441 332.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_5\">\r\n",
       "   <g id=\"patch_14\">\r\n",
       "    <path clip-path=\"url(#pe3419d565b)\" d=\"M 93.446366 164.7 \r\n",
       "L 103.584002 164.7 \r\n",
       "L 103.584002 114.7 \r\n",
       "L 93.446366 114.7 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_15\">\r\n",
       "    <path clip-path=\"url(#pe3419d565b)\" d=\"M 103.584002 164.7 \r\n",
       "L 113.721639 164.7 \r\n",
       "L 113.721639 139.7 \r\n",
       "L 103.584002 139.7 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_16\">\r\n",
       "    <path clip-path=\"url(#pe3419d565b)\" d=\"M 113.721639 164.7 \r\n",
       "L 123.859276 164.7 \r\n",
       "L 123.859276 114.7 \r\n",
       "L 113.721639 114.7 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_17\">\r\n",
       "    <path clip-path=\"url(#pe3419d565b)\" d=\"M 123.859276 164.7 \r\n",
       "L 133.996912 164.7 \r\n",
       "L 133.996912 139.7 \r\n",
       "L 123.859276 139.7 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_18\">\r\n",
       "    <path clip-path=\"url(#pe3419d565b)\" d=\"M 133.996912 164.7 \r\n",
       "L 144.134549 164.7 \r\n",
       "L 144.134549 114.7 \r\n",
       "L 133.996912 114.7 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_19\">\r\n",
       "    <path clip-path=\"url(#pe3419d565b)\" d=\"M 144.134549 164.7 \r\n",
       "L 154.272186 164.7 \r\n",
       "L 154.272186 64.7 \r\n",
       "L 144.134549 64.7 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_20\">\r\n",
       "    <path clip-path=\"url(#pe3419d565b)\" d=\"M 154.272186 164.7 \r\n",
       "L 164.409823 164.7 \r\n",
       "L 164.409823 114.7 \r\n",
       "L 154.272186 114.7 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_21\">\r\n",
       "    <path clip-path=\"url(#pe3419d565b)\" d=\"M 164.409823 164.7 \r\n",
       "L 174.547459 164.7 \r\n",
       "L 174.547459 114.7 \r\n",
       "L 164.409823 114.7 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_22\">\r\n",
       "    <path clip-path=\"url(#pe3419d565b)\" d=\"M 174.547459 164.7 \r\n",
       "L 184.685096 164.7 \r\n",
       "L 184.685096 89.7 \r\n",
       "L 174.547459 89.7 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_23\">\r\n",
       "    <path clip-path=\"url(#pe3419d565b)\" d=\"M 184.685096 164.7 \r\n",
       "L 194.822733 164.7 \r\n",
       "L 194.822733 139.7 \r\n",
       "L 184.685096 139.7 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_24\">\r\n",
       "    <path clip-path=\"url(#pe3419d565b)\" d=\"M 69.186037 164.7 \r\n",
       "L 75.584054 164.7 \r\n",
       "L 75.584054 114.7 \r\n",
       "L 69.186037 114.7 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_25\">\r\n",
       "    <path clip-path=\"url(#pe3419d565b)\" d=\"M 75.584054 164.7 \r\n",
       "L 81.982072 164.7 \r\n",
       "L 81.982072 39.7 \r\n",
       "L 75.584054 39.7 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_26\">\r\n",
       "    <path clip-path=\"url(#pe3419d565b)\" d=\"M 81.982072 164.7 \r\n",
       "L 88.380089 164.7 \r\n",
       "L 88.380089 89.7 \r\n",
       "L 81.982072 89.7 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_27\">\r\n",
       "    <path clip-path=\"url(#pe3419d565b)\" d=\"M 88.380089 164.7 \r\n",
       "L 94.778106 164.7 \r\n",
       "L 94.778106 39.7 \r\n",
       "L 88.380089 39.7 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_28\">\r\n",
       "    <path clip-path=\"url(#pe3419d565b)\" d=\"M 94.778106 164.7 \r\n",
       "L 101.176123 164.7 \r\n",
       "L 101.176123 89.7 \r\n",
       "L 94.778106 89.7 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_29\">\r\n",
       "    <path clip-path=\"url(#pe3419d565b)\" d=\"M 101.176123 164.7 \r\n",
       "L 107.57414 164.7 \r\n",
       "L 107.57414 164.7 \r\n",
       "L 101.176123 164.7 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_30\">\r\n",
       "    <path clip-path=\"url(#pe3419d565b)\" d=\"M 107.57414 164.7 \r\n",
       "L 113.972157 164.7 \r\n",
       "L 113.972157 114.7 \r\n",
       "L 107.57414 114.7 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_31\">\r\n",
       "    <path clip-path=\"url(#pe3419d565b)\" d=\"M 113.972157 164.7 \r\n",
       "L 120.370174 164.7 \r\n",
       "L 120.370174 114.7 \r\n",
       "L 113.972157 114.7 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_32\">\r\n",
       "    <path clip-path=\"url(#pe3419d565b)\" d=\"M 120.370174 164.7 \r\n",
       "L 126.768192 164.7 \r\n",
       "L 126.768192 139.7 \r\n",
       "L 120.370174 139.7 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_33\">\r\n",
       "    <path clip-path=\"url(#pe3419d565b)\" d=\"M 126.768192 164.7 \r\n",
       "L 133.166209 164.7 \r\n",
       "L 133.166209 89.7 \r\n",
       "L 126.768192 89.7 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_6\">\r\n",
       "   <g id=\"patch_34\">\r\n",
       "    <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 235.74296 332.2 \r\n",
       "L 245.656738 332.2 \r\n",
       "L 245.656738 257.2 \r\n",
       "L 235.74296 257.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_35\">\r\n",
       "    <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 245.656738 332.2 \r\n",
       "L 255.570515 332.2 \r\n",
       "L 255.570515 257.2 \r\n",
       "L 245.656738 257.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_36\">\r\n",
       "    <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 255.570515 332.2 \r\n",
       "L 265.484293 332.2 \r\n",
       "L 265.484293 282.2 \r\n",
       "L 255.570515 282.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_37\">\r\n",
       "    <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 265.484293 332.2 \r\n",
       "L 275.39807 332.2 \r\n",
       "L 275.39807 282.2 \r\n",
       "L 265.484293 282.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_38\">\r\n",
       "    <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 275.39807 332.2 \r\n",
       "L 285.311848 332.2 \r\n",
       "L 285.311848 257.2 \r\n",
       "L 275.39807 257.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_39\">\r\n",
       "    <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 285.311848 332.2 \r\n",
       "L 295.225625 332.2 \r\n",
       "L 295.225625 332.2 \r\n",
       "L 285.311848 332.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_40\">\r\n",
       "    <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 295.225625 332.2 \r\n",
       "L 305.139403 332.2 \r\n",
       "L 305.139403 257.2 \r\n",
       "L 295.225625 257.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_41\">\r\n",
       "    <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 305.139403 332.2 \r\n",
       "L 315.053181 332.2 \r\n",
       "L 315.053181 307.2 \r\n",
       "L 305.139403 307.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_42\">\r\n",
       "    <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 315.053181 332.2 \r\n",
       "L 324.966958 332.2 \r\n",
       "L 324.966958 307.2 \r\n",
       "L 315.053181 307.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_43\">\r\n",
       "    <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 324.966958 332.2 \r\n",
       "L 334.880736 332.2 \r\n",
       "L 334.880736 282.2 \r\n",
       "L 324.966958 282.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_44\">\r\n",
       "    <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 235.74296 332.2 \r\n",
       "L 248.300412 332.2 \r\n",
       "L 248.300412 182.2 \r\n",
       "L 235.74296 182.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_45\">\r\n",
       "    <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 248.300412 332.2 \r\n",
       "L 260.857863 332.2 \r\n",
       "L 260.857863 232.2 \r\n",
       "L 248.300412 232.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_46\">\r\n",
       "    <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 260.857863 332.2 \r\n",
       "L 273.415315 332.2 \r\n",
       "L 273.415315 232.2 \r\n",
       "L 260.857863 232.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_47\">\r\n",
       "    <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 273.415315 332.2 \r\n",
       "L 285.972766 332.2 \r\n",
       "L 285.972766 282.2 \r\n",
       "L 273.415315 282.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_48\">\r\n",
       "    <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 285.972766 332.2 \r\n",
       "L 298.530218 332.2 \r\n",
       "L 298.530218 282.2 \r\n",
       "L 285.972766 282.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_49\">\r\n",
       "    <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 298.530218 332.2 \r\n",
       "L 311.08767 332.2 \r\n",
       "L 311.08767 282.2 \r\n",
       "L 298.530218 282.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_50\">\r\n",
       "    <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 311.08767 332.2 \r\n",
       "L 323.645121 332.2 \r\n",
       "L 323.645121 282.2 \r\n",
       "L 311.08767 282.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_51\">\r\n",
       "    <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 323.645121 332.2 \r\n",
       "L 336.202573 332.2 \r\n",
       "L 336.202573 282.2 \r\n",
       "L 323.645121 282.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_52\">\r\n",
       "    <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 336.202573 332.2 \r\n",
       "L 348.760024 332.2 \r\n",
       "L 348.760024 307.2 \r\n",
       "L 336.202573 307.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_53\">\r\n",
       "    <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 348.760024 332.2 \r\n",
       "L 361.317476 332.2 \r\n",
       "L 361.317476 307.2 \r\n",
       "L 348.760024 307.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"legend_1\">\r\n",
       "   <g id=\"text_21\">\r\n",
       "    <!-- management -->\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 52 44.1875 \r\n",
       "Q 55.375 50.25 60.0625 53.125 \r\n",
       "Q 64.75 56 71.09375 56 \r\n",
       "Q 79.640625 56 84.28125 50.015625 \r\n",
       "Q 88.921875 44.046875 88.921875 33.015625 \r\n",
       "L 88.921875 0 \r\n",
       "L 79.890625 0 \r\n",
       "L 79.890625 32.71875 \r\n",
       "Q 79.890625 40.578125 77.09375 44.375 \r\n",
       "Q 74.3125 48.1875 68.609375 48.1875 \r\n",
       "Q 61.625 48.1875 57.5625 43.546875 \r\n",
       "Q 53.515625 38.921875 53.515625 30.90625 \r\n",
       "L 53.515625 0 \r\n",
       "L 44.484375 0 \r\n",
       "L 44.484375 32.71875 \r\n",
       "Q 44.484375 40.625 41.703125 44.40625 \r\n",
       "Q 38.921875 48.1875 33.109375 48.1875 \r\n",
       "Q 26.21875 48.1875 22.15625 43.53125 \r\n",
       "Q 18.109375 38.875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.1875 51.21875 25.484375 53.609375 \r\n",
       "Q 29.78125 56 35.6875 56 \r\n",
       "Q 41.65625 56 45.828125 52.96875 \r\n",
       "Q 50 49.953125 52 44.1875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-109\"/>\r\n",
       "     <path d=\"M 45.40625 27.984375 \r\n",
       "Q 45.40625 37.75 41.375 43.109375 \r\n",
       "Q 37.359375 48.484375 30.078125 48.484375 \r\n",
       "Q 22.859375 48.484375 18.828125 43.109375 \r\n",
       "Q 14.796875 37.75 14.796875 27.984375 \r\n",
       "Q 14.796875 18.265625 18.828125 12.890625 \r\n",
       "Q 22.859375 7.515625 30.078125 7.515625 \r\n",
       "Q 37.359375 7.515625 41.375 12.890625 \r\n",
       "Q 45.40625 18.265625 45.40625 27.984375 \r\n",
       "z\r\n",
       "M 54.390625 6.78125 \r\n",
       "Q 54.390625 -7.171875 48.1875 -13.984375 \r\n",
       "Q 42 -20.796875 29.203125 -20.796875 \r\n",
       "Q 24.46875 -20.796875 20.265625 -20.09375 \r\n",
       "Q 16.0625 -19.390625 12.109375 -17.921875 \r\n",
       "L 12.109375 -9.1875 \r\n",
       "Q 16.0625 -11.328125 19.921875 -12.34375 \r\n",
       "Q 23.78125 -13.375 27.78125 -13.375 \r\n",
       "Q 36.625 -13.375 41.015625 -8.765625 \r\n",
       "Q 45.40625 -4.15625 45.40625 5.171875 \r\n",
       "L 45.40625 9.625 \r\n",
       "Q 42.625 4.78125 38.28125 2.390625 \r\n",
       "Q 33.9375 0 27.875 0 \r\n",
       "Q 17.828125 0 11.671875 7.65625 \r\n",
       "Q 5.515625 15.328125 5.515625 27.984375 \r\n",
       "Q 5.515625 40.671875 11.671875 48.328125 \r\n",
       "Q 17.828125 56 27.875 56 \r\n",
       "Q 33.9375 56 38.28125 53.609375 \r\n",
       "Q 42.625 51.21875 45.40625 46.390625 \r\n",
       "L 45.40625 54.6875 \r\n",
       "L 54.390625 54.6875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-103\"/>\r\n",
       "     <path d=\"M 18.3125 70.21875 \r\n",
       "L 18.3125 54.6875 \r\n",
       "L 36.8125 54.6875 \r\n",
       "L 36.8125 47.703125 \r\n",
       "L 18.3125 47.703125 \r\n",
       "L 18.3125 18.015625 \r\n",
       "Q 18.3125 11.328125 20.140625 9.421875 \r\n",
       "Q 21.96875 7.515625 27.59375 7.515625 \r\n",
       "L 36.8125 7.515625 \r\n",
       "L 36.8125 0 \r\n",
       "L 27.59375 0 \r\n",
       "Q 17.1875 0 13.234375 3.875 \r\n",
       "Q 9.28125 7.765625 9.28125 18.015625 \r\n",
       "L 9.28125 47.703125 \r\n",
       "L 2.6875 47.703125 \r\n",
       "L 2.6875 54.6875 \r\n",
       "L 9.28125 54.6875 \r\n",
       "L 9.28125 70.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-116\"/>\r\n",
       "    </defs>\r\n",
       "    <g transform=\"translate(376.121441 172.959375)scale(0.1 -0.1)\">\r\n",
       "     <use xlink:href=\"#DejaVuSans-109\"/>\r\n",
       "     <use x=\"97.412109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "     <use x=\"158.691406\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "     <use x=\"222.070312\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "     <use x=\"283.349609\" xlink:href=\"#DejaVuSans-103\"/>\r\n",
       "     <use x=\"346.826172\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "     <use x=\"408.349609\" xlink:href=\"#DejaVuSans-109\"/>\r\n",
       "     <use x=\"505.761719\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "     <use x=\"567.285156\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "     <use x=\"630.664062\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_5\">\r\n",
       "    <g>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"401.874566\" xlink:href=\"#m85791a14b2\" y=\"185.0125\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"text_22\">\r\n",
       "    <!-- Y -->\r\n",
       "    <defs>\r\n",
       "     <path d=\"M -0.203125 72.90625 \r\n",
       "L 10.40625 72.90625 \r\n",
       "L 30.609375 42.921875 \r\n",
       "L 50.6875 72.90625 \r\n",
       "L 61.28125 72.90625 \r\n",
       "L 35.5 34.71875 \r\n",
       "L 35.5 0 \r\n",
       "L 25.59375 0 \r\n",
       "L 25.59375 34.71875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-89\"/>\r\n",
       "    </defs>\r\n",
       "    <g transform=\"translate(419.874566 187.6375)scale(0.1 -0.1)\">\r\n",
       "     <use xlink:href=\"#DejaVuSans-89\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_6\">\r\n",
       "    <g>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"401.874566\" xlink:href=\"#m0929b8c60f\" y=\"199.690625\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"text_23\">\r\n",
       "    <!-- N -->\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 9.8125 72.90625 \r\n",
       "L 23.09375 72.90625 \r\n",
       "L 55.421875 11.921875 \r\n",
       "L 55.421875 72.90625 \r\n",
       "L 64.984375 72.90625 \r\n",
       "L 64.984375 0 \r\n",
       "L 51.703125 0 \r\n",
       "L 19.390625 60.984375 \r\n",
       "L 19.390625 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-78\"/>\r\n",
       "    </defs>\r\n",
       "    <g transform=\"translate(419.874566 202.315625)scale(0.1 -0.1)\">\r\n",
       "     <use xlink:href=\"#DejaVuSans-78\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"p463c320bd9\">\r\n",
       "   <rect height=\"157.5\" width=\"144.562446\" x=\"226.248995\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p756211c752\">\r\n",
       "   <rect height=\"157.5\" width=\"144.562446\" x=\"59.690625\" y=\"174.7\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"pe3419d565b\">\r\n",
       "   <rect height=\"157.5\" width=\"144.562446\" x=\"59.690625\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"pf5b2eceaea\">\r\n",
       "   <rect height=\"157.5\" width=\"144.562446\" x=\"226.248995\" y=\"174.7\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 434.75x360 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "g = sns.PairGrid(salary, hue='management')\n",
    "g.map_diag(plt.hist)\n",
    "g.map_offdiag(plt.scatter)\n",
    "ax = g.add_legend()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.7"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": true,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": false
  },
  "varInspector": {
   "cols": {
    "lenName": 16,
    "lenType": 16,
    "lenVar": 40
   },
   "kernels_config": {
    "python": {
     "delete_cmd_postfix": "",
     "delete_cmd_prefix": "del ",
     "library": "var_list.py",
     "varRefreshCmd": "print(var_dic_list())"
    },
    "r": {
     "delete_cmd_postfix": ") ",
     "delete_cmd_prefix": "rm(",
     "library": "var_list.r",
     "varRefreshCmd": "cat(var_dic_list()) "
    }
   },
   "types_to_exclude": [
    "module",
    "function",
    "builtin_function_or_method",
    "instance",
    "_Feature"
   ],
   "window_display": false
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}