{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Rolling et Expanding\n",
    "\n",
    "Une technique très courante avec les séries temporelles consiste à créer des données à partir d'une moyenne mobile. Regardons comment faire cela facilement avec pandas !"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# La meilleure façon de lire les données avec l'index des séries temporelles !\n",
    "df = pd.read_csv('time_data/walmart_stock.csv',index_col='Date',parse_dates=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "                 Open       High        Low      Close    Volume  Adj Close\n",
       "Date                                                                       \n",
       "2012-01-03  59.970001  61.060001  59.869999  60.330002  12668800  52.619235\n",
       "2012-01-04  60.209999  60.349998  59.470001  59.709999   9593300  52.078475\n",
       "2012-01-05  59.349998  59.619999  58.369999  59.419998  12768200  51.825539\n",
       "2012-01-06  59.419998  59.450001  58.869999  59.000000   8069400  51.459220\n",
       "2012-01-09  59.029999  59.549999  58.919998  59.180000   6679300  51.616215"
      ],
      "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>Open</th>\n      <th>High</th>\n      <th>Low</th>\n      <th>Close</th>\n      <th>Volume</th>\n      <th>Adj Close</th>\n    </tr>\n    <tr>\n      <th>Date</th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>2012-01-03</th>\n      <td>59.970001</td>\n      <td>61.060001</td>\n      <td>59.869999</td>\n      <td>60.330002</td>\n      <td>12668800</td>\n      <td>52.619235</td>\n    </tr>\n    <tr>\n      <th>2012-01-04</th>\n      <td>60.209999</td>\n      <td>60.349998</td>\n      <td>59.470001</td>\n      <td>59.709999</td>\n      <td>9593300</td>\n      <td>52.078475</td>\n    </tr>\n    <tr>\n      <th>2012-01-05</th>\n      <td>59.349998</td>\n      <td>59.619999</td>\n      <td>58.369999</td>\n      <td>59.419998</td>\n      <td>12768200</td>\n      <td>51.825539</td>\n    </tr>\n    <tr>\n      <th>2012-01-06</th>\n      <td>59.419998</td>\n      <td>59.450001</td>\n      <td>58.869999</td>\n      <td>59.000000</td>\n      <td>8069400</td>\n      <td>51.459220</td>\n    </tr>\n    <tr>\n      <th>2012-01-09</th>\n      <td>59.029999</td>\n      <td>59.549999</td>\n      <td>58.919998</td>\n      <td>59.180000</td>\n      <td>6679300</td>\n      <td>51.616215</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
     },
     "metadata": {},
     "execution_count": 3
    }
   ],
   "source": [
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='Date'>"
      ]
     },
     "metadata": {},
     "execution_count": 4
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": "<Figure size 1152x432 with 1 Axes>",
      "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=\"349.944627pt\" version=\"1.1\" viewBox=\"0 0 926.925 349.944627\" width=\"926.925pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n <metadata>\r\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n   <cc:Work>\r\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n    <dc:date>2020-12-01T22:26:34.966924</dc:date>\r\n    <dc:format>image/svg+xml</dc:format>\r\n    <dc:creator>\r\n     <cc:Agent>\r\n      <dc:title>Matplotlib v3.3.1, https://matplotlib.org/</dc:title>\r\n     </cc:Agent>\r\n    </dc:creator>\r\n   </cc:Work>\r\n  </rdf:RDF>\r\n </metadata>\r\n <defs>\r\n  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n </defs>\r\n <g id=\"figure_1\">\r\n  <g id=\"patch_1\">\r\n   <path d=\"M 0 349.944627 \r\nL 926.925 349.944627 \r\nL 926.925 0 \r\nL 0 0 \r\nz\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 26.925 300.96 \r\nL 919.725 300.96 \r\nL 919.725 7.2 \r\nL 26.925 7.2 \r\nz\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\nL 0 3.5 \r\n\" id=\"me905572faa\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n      </defs>\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"66.616378\" xlink:href=\"#me905572faa\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_1\">\r\n      <!-- 2012 -->\r\n      <g transform=\"translate(43.536188 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 19.1875 8.296875 \r\nL 53.609375 8.296875 \r\nL 53.609375 0 \r\nL 7.328125 0 \r\nL 7.328125 8.296875 \r\nQ 12.9375 14.109375 22.625 23.890625 \r\nQ 32.328125 33.6875 34.8125 36.53125 \r\nQ 39.546875 41.84375 41.421875 45.53125 \r\nQ 43.3125 49.21875 43.3125 52.78125 \r\nQ 43.3125 58.59375 39.234375 62.25 \r\nQ 35.15625 65.921875 28.609375 65.921875 \r\nQ 23.96875 65.921875 18.8125 64.3125 \r\nQ 13.671875 62.703125 7.8125 59.421875 \r\nL 7.8125 69.390625 \r\nQ 13.765625 71.78125 18.9375 73 \r\nQ 24.125 74.21875 28.421875 74.21875 \r\nQ 39.75 74.21875 46.484375 68.546875 \r\nQ 53.21875 62.890625 53.21875 53.421875 \r\nQ 53.21875 48.921875 51.53125 44.890625 \r\nQ 49.859375 40.875 45.40625 35.40625 \r\nQ 44.1875 33.984375 37.640625 27.21875 \r\nQ 31.109375 20.453125 19.1875 8.296875 \r\nz\r\n\" id=\"DejaVuSans-50\"/>\r\n        <path d=\"M 31.78125 66.40625 \r\nQ 24.171875 66.40625 20.328125 58.90625 \r\nQ 16.5 51.421875 16.5 36.375 \r\nQ 16.5 21.390625 20.328125 13.890625 \r\nQ 24.171875 6.390625 31.78125 6.390625 \r\nQ 39.453125 6.390625 43.28125 13.890625 \r\nQ 47.125 21.390625 47.125 36.375 \r\nQ 47.125 51.421875 43.28125 58.90625 \r\nQ 39.453125 66.40625 31.78125 66.40625 \r\nz\r\nM 31.78125 74.21875 \r\nQ 44.046875 74.21875 50.515625 64.515625 \r\nQ 56.984375 54.828125 56.984375 36.375 \r\nQ 56.984375 17.96875 50.515625 8.265625 \r\nQ 44.046875 -1.421875 31.78125 -1.421875 \r\nQ 19.53125 -1.421875 13.0625 8.265625 \r\nQ 6.59375 17.96875 6.59375 36.375 \r\nQ 6.59375 54.828125 13.0625 64.515625 \r\nQ 19.53125 74.21875 31.78125 74.21875 \r\nz\r\n\" id=\"DejaVuSans-48\"/>\r\n        <path d=\"M 12.40625 8.296875 \r\nL 28.515625 8.296875 \r\nL 28.515625 63.921875 \r\nL 10.984375 60.40625 \r\nL 10.984375 69.390625 \r\nL 28.421875 72.90625 \r\nL 38.28125 72.90625 \r\nL 38.28125 8.296875 \r\nL 54.390625 8.296875 \r\nL 54.390625 0 \r\nL 12.40625 0 \r\nz\r\n\" id=\"DejaVuSans-49\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-50\"/>\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=\"229.566959\" xlink:href=\"#me905572faa\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_2\">\r\n      <!-- 2013 -->\r\n      <g transform=\"translate(206.486769 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 40.578125 39.3125 \r\nQ 47.65625 37.796875 51.625 33 \r\nQ 55.609375 28.21875 55.609375 21.1875 \r\nQ 55.609375 10.40625 48.1875 4.484375 \r\nQ 40.765625 -1.421875 27.09375 -1.421875 \r\nQ 22.515625 -1.421875 17.65625 -0.515625 \r\nQ 12.796875 0.390625 7.625 2.203125 \r\nL 7.625 11.71875 \r\nQ 11.71875 9.328125 16.59375 8.109375 \r\nQ 21.484375 6.890625 26.8125 6.890625 \r\nQ 36.078125 6.890625 40.9375 10.546875 \r\nQ 45.796875 14.203125 45.796875 21.1875 \r\nQ 45.796875 27.640625 41.28125 31.265625 \r\nQ 36.765625 34.90625 28.71875 34.90625 \r\nL 20.21875 34.90625 \r\nL 20.21875 43.015625 \r\nL 29.109375 43.015625 \r\nQ 36.375 43.015625 40.234375 45.921875 \r\nQ 44.09375 48.828125 44.09375 54.296875 \r\nQ 44.09375 59.90625 40.109375 62.90625 \r\nQ 36.140625 65.921875 28.71875 65.921875 \r\nQ 24.65625 65.921875 20.015625 65.03125 \r\nQ 15.375 64.15625 9.8125 62.3125 \r\nL 9.8125 71.09375 \r\nQ 15.4375 72.65625 20.34375 73.4375 \r\nQ 25.25 74.21875 29.59375 74.21875 \r\nQ 40.828125 74.21875 47.359375 69.109375 \r\nQ 53.90625 64.015625 53.90625 55.328125 \r\nQ 53.90625 49.265625 50.4375 45.09375 \r\nQ 46.96875 40.921875 40.578125 39.3125 \r\nz\r\n\" id=\"DejaVuSans-51\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-51\"/>\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=\"392.07232\" xlink:href=\"#me905572faa\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_3\">\r\n      <!-- 2014 -->\r\n      <g transform=\"translate(368.992129 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 37.796875 64.3125 \r\nL 12.890625 25.390625 \r\nL 37.796875 25.390625 \r\nz\r\nM 35.203125 72.90625 \r\nL 47.609375 72.90625 \r\nL 47.609375 25.390625 \r\nL 58.015625 25.390625 \r\nL 58.015625 17.1875 \r\nL 47.609375 17.1875 \r\nL 47.609375 0 \r\nL 37.796875 0 \r\nL 37.796875 17.1875 \r\nL 4.890625 17.1875 \r\nL 4.890625 26.703125 \r\nz\r\n\" id=\"DejaVuSans-52\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" 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=\"554.57768\" xlink:href=\"#me905572faa\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_4\">\r\n      <!-- 2015 -->\r\n      <g transform=\"translate(531.49749 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 10.796875 72.90625 \r\nL 49.515625 72.90625 \r\nL 49.515625 64.59375 \r\nL 19.828125 64.59375 \r\nL 19.828125 46.734375 \r\nQ 21.96875 47.46875 24.109375 47.828125 \r\nQ 26.265625 48.1875 28.421875 48.1875 \r\nQ 40.625 48.1875 47.75 41.5 \r\nQ 54.890625 34.8125 54.890625 23.390625 \r\nQ 54.890625 11.625 47.5625 5.09375 \r\nQ 40.234375 -1.421875 26.90625 -1.421875 \r\nQ 22.3125 -1.421875 17.546875 -0.640625 \r\nQ 12.796875 0.140625 7.71875 1.703125 \r\nL 7.71875 11.625 \r\nQ 12.109375 9.234375 16.796875 8.0625 \r\nQ 21.484375 6.890625 26.703125 6.890625 \r\nQ 35.15625 6.890625 40.078125 11.328125 \r\nQ 45.015625 15.765625 45.015625 23.390625 \r\nQ 45.015625 31 40.078125 35.4375 \r\nQ 35.15625 39.890625 26.703125 39.890625 \r\nQ 22.75 39.890625 18.8125 39.015625 \r\nQ 14.890625 38.140625 10.796875 36.28125 \r\nz\r\n\" id=\"DejaVuSans-53\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" 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=\"717.083041\" xlink:href=\"#me905572faa\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_5\">\r\n      <!-- 2016 -->\r\n      <g transform=\"translate(694.002851 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 33.015625 40.375 \r\nQ 26.375 40.375 22.484375 35.828125 \r\nQ 18.609375 31.296875 18.609375 23.390625 \r\nQ 18.609375 15.53125 22.484375 10.953125 \r\nQ 26.375 6.390625 33.015625 6.390625 \r\nQ 39.65625 6.390625 43.53125 10.953125 \r\nQ 47.40625 15.53125 47.40625 23.390625 \r\nQ 47.40625 31.296875 43.53125 35.828125 \r\nQ 39.65625 40.375 33.015625 40.375 \r\nz\r\nM 52.59375 71.296875 \r\nL 52.59375 62.3125 \r\nQ 48.875 64.0625 45.09375 64.984375 \r\nQ 41.3125 65.921875 37.59375 65.921875 \r\nQ 27.828125 65.921875 22.671875 59.328125 \r\nQ 17.53125 52.734375 16.796875 39.40625 \r\nQ 19.671875 43.65625 24.015625 45.921875 \r\nQ 28.375 48.1875 33.59375 48.1875 \r\nQ 44.578125 48.1875 50.953125 41.515625 \r\nQ 57.328125 34.859375 57.328125 23.390625 \r\nQ 57.328125 12.15625 50.6875 5.359375 \r\nQ 44.046875 -1.421875 33.015625 -1.421875 \r\nQ 20.359375 -1.421875 13.671875 8.265625 \r\nQ 6.984375 17.96875 6.984375 36.375 \r\nQ 6.984375 53.65625 15.1875 63.9375 \r\nQ 23.390625 74.21875 37.203125 74.21875 \r\nQ 40.921875 74.21875 44.703125 73.484375 \r\nQ 48.484375 72.75 52.59375 71.296875 \r\nz\r\n\" id=\"DejaVuSans-54\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-54\"/>\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=\"880.033622\" xlink:href=\"#me905572faa\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_6\">\r\n      <!-- 2017 -->\r\n      <g transform=\"translate(856.953432 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 8.203125 72.90625 \r\nL 55.078125 72.90625 \r\nL 55.078125 68.703125 \r\nL 28.609375 0 \r\nL 18.3125 0 \r\nL 43.21875 64.59375 \r\nL 8.203125 64.59375 \r\nz\r\n\" id=\"DejaVuSans-55\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-55\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"text_7\">\r\n     <!-- Date -->\r\n     <g transform=\"translate(461.374219 340.66494)scale(0.1 -0.1)\">\r\n      <defs>\r\n       <path d=\"M 19.671875 64.796875 \r\nL 19.671875 8.109375 \r\nL 31.59375 8.109375 \r\nQ 46.6875 8.109375 53.6875 14.9375 \r\nQ 60.6875 21.78125 60.6875 36.53125 \r\nQ 60.6875 51.171875 53.6875 57.984375 \r\nQ 46.6875 64.796875 31.59375 64.796875 \r\nz\r\nM 9.8125 72.90625 \r\nL 30.078125 72.90625 \r\nQ 51.265625 72.90625 61.171875 64.09375 \r\nQ 71.09375 55.28125 71.09375 36.53125 \r\nQ 71.09375 17.671875 61.125 8.828125 \r\nQ 51.171875 0 30.078125 0 \r\nL 9.8125 0 \r\nz\r\n\" id=\"DejaVuSans-68\"/>\r\n       <path d=\"M 34.28125 27.484375 \r\nQ 23.390625 27.484375 19.1875 25 \r\nQ 14.984375 22.515625 14.984375 16.5 \r\nQ 14.984375 11.71875 18.140625 8.90625 \r\nQ 21.296875 6.109375 26.703125 6.109375 \r\nQ 34.1875 6.109375 38.703125 11.40625 \r\nQ 43.21875 16.703125 43.21875 25.484375 \r\nL 43.21875 27.484375 \r\nz\r\nM 52.203125 31.203125 \r\nL 52.203125 0 \r\nL 43.21875 0 \r\nL 43.21875 8.296875 \r\nQ 40.140625 3.328125 35.546875 0.953125 \r\nQ 30.953125 -1.421875 24.3125 -1.421875 \r\nQ 15.921875 -1.421875 10.953125 3.296875 \r\nQ 6 8.015625 6 15.921875 \r\nQ 6 25.140625 12.171875 29.828125 \r\nQ 18.359375 34.515625 30.609375 34.515625 \r\nL 43.21875 34.515625 \r\nL 43.21875 35.40625 \r\nQ 43.21875 41.609375 39.140625 45 \r\nQ 35.0625 48.390625 27.6875 48.390625 \r\nQ 23 48.390625 18.546875 47.265625 \r\nQ 14.109375 46.140625 10.015625 43.890625 \r\nL 10.015625 52.203125 \r\nQ 14.9375 54.109375 19.578125 55.046875 \r\nQ 24.21875 56 28.609375 56 \r\nQ 40.484375 56 46.34375 49.84375 \r\nQ 52.203125 43.703125 52.203125 31.203125 \r\nz\r\n\" id=\"DejaVuSans-97\"/>\r\n       <path d=\"M 18.3125 70.21875 \r\nL 18.3125 54.6875 \r\nL 36.8125 54.6875 \r\nL 36.8125 47.703125 \r\nL 18.3125 47.703125 \r\nL 18.3125 18.015625 \r\nQ 18.3125 11.328125 20.140625 9.421875 \r\nQ 21.96875 7.515625 27.59375 7.515625 \r\nL 36.8125 7.515625 \r\nL 36.8125 0 \r\nL 27.59375 0 \r\nQ 17.1875 0 13.234375 3.875 \r\nQ 9.28125 7.765625 9.28125 18.015625 \r\nL 9.28125 47.703125 \r\nL 2.6875 47.703125 \r\nL 2.6875 54.6875 \r\nL 9.28125 54.6875 \r\nL 9.28125 70.21875 \r\nz\r\n\" id=\"DejaVuSans-116\"/>\r\n       <path d=\"M 56.203125 29.59375 \r\nL 56.203125 25.203125 \r\nL 14.890625 25.203125 \r\nQ 15.484375 15.921875 20.484375 11.0625 \r\nQ 25.484375 6.203125 34.421875 6.203125 \r\nQ 39.59375 6.203125 44.453125 7.46875 \r\nQ 49.3125 8.734375 54.109375 11.28125 \r\nL 54.109375 2.78125 \r\nQ 49.265625 0.734375 44.1875 -0.34375 \r\nQ 39.109375 -1.421875 33.890625 -1.421875 \r\nQ 20.796875 -1.421875 13.15625 6.1875 \r\nQ 5.515625 13.8125 5.515625 26.8125 \r\nQ 5.515625 40.234375 12.765625 48.109375 \r\nQ 20.015625 56 32.328125 56 \r\nQ 43.359375 56 49.78125 48.890625 \r\nQ 56.203125 41.796875 56.203125 29.59375 \r\nz\r\nM 47.21875 32.234375 \r\nQ 47.125 39.59375 43.09375 43.984375 \r\nQ 39.0625 48.390625 32.421875 48.390625 \r\nQ 24.90625 48.390625 20.390625 44.140625 \r\nQ 15.875 39.890625 15.1875 32.171875 \r\nz\r\n\" id=\"DejaVuSans-101\"/>\r\n      </defs>\r\n      <use xlink:href=\"#DejaVuSans-68\"/>\r\n      <use x=\"77.001953\" xlink:href=\"#DejaVuSans-97\"/>\r\n      <use x=\"138.28125\" xlink:href=\"#DejaVuSans-116\"/>\r\n      <use x=\"177.490234\" 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_7\">\r\n      <defs>\r\n       <path d=\"M 0 0 \r\nL -3.5 0 \r\n\" id=\"md6afe4cccf\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n      </defs>\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#md6afe4cccf\" y=\"298.394995\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_8\">\r\n      <!-- 55 -->\r\n      <g transform=\"translate(7.2 302.194213)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-53\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\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=\"26.925\" xlink:href=\"#md6afe4cccf\" y=\"259.590212\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_9\">\r\n      <!-- 60 -->\r\n      <g transform=\"translate(7.2 263.389431)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=\"ytick_3\">\r\n     <g id=\"line2d_9\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#md6afe4cccf\" y=\"220.785429\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_10\">\r\n      <!-- 65 -->\r\n      <g transform=\"translate(7.2 224.584648)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-54\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\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=\"26.925\" xlink:href=\"#md6afe4cccf\" y=\"181.980647\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_11\">\r\n      <!-- 70 -->\r\n      <g transform=\"translate(7.2 185.779865)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-55\"/>\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_11\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#md6afe4cccf\" y=\"143.175864\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_12\">\r\n      <!-- 75 -->\r\n      <g transform=\"translate(7.2 146.975083)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-55\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\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=\"26.925\" xlink:href=\"#md6afe4cccf\" y=\"104.371081\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_13\">\r\n      <!-- 80 -->\r\n      <g transform=\"translate(7.2 108.1703)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 31.78125 34.625 \r\nQ 24.75 34.625 20.71875 30.859375 \r\nQ 16.703125 27.09375 16.703125 20.515625 \r\nQ 16.703125 13.921875 20.71875 10.15625 \r\nQ 24.75 6.390625 31.78125 6.390625 \r\nQ 38.8125 6.390625 42.859375 10.171875 \r\nQ 46.921875 13.96875 46.921875 20.515625 \r\nQ 46.921875 27.09375 42.890625 30.859375 \r\nQ 38.875 34.625 31.78125 34.625 \r\nz\r\nM 21.921875 38.8125 \r\nQ 15.578125 40.375 12.03125 44.71875 \r\nQ 8.5 49.078125 8.5 55.328125 \r\nQ 8.5 64.0625 14.71875 69.140625 \r\nQ 20.953125 74.21875 31.78125 74.21875 \r\nQ 42.671875 74.21875 48.875 69.140625 \r\nQ 55.078125 64.0625 55.078125 55.328125 \r\nQ 55.078125 49.078125 51.53125 44.71875 \r\nQ 48 40.375 41.703125 38.8125 \r\nQ 48.828125 37.15625 52.796875 32.3125 \r\nQ 56.78125 27.484375 56.78125 20.515625 \r\nQ 56.78125 9.90625 50.3125 4.234375 \r\nQ 43.84375 -1.421875 31.78125 -1.421875 \r\nQ 19.734375 -1.421875 13.25 4.234375 \r\nQ 6.78125 9.90625 6.78125 20.515625 \r\nQ 6.78125 27.484375 10.78125 32.3125 \r\nQ 14.796875 37.15625 21.921875 38.8125 \r\nz\r\nM 18.3125 54.390625 \r\nQ 18.3125 48.734375 21.84375 45.5625 \r\nQ 25.390625 42.390625 31.78125 42.390625 \r\nQ 38.140625 42.390625 41.71875 45.5625 \r\nQ 45.3125 48.734375 45.3125 54.390625 \r\nQ 45.3125 60.0625 41.71875 63.234375 \r\nQ 38.140625 66.40625 31.78125 66.40625 \r\nQ 25.390625 66.40625 21.84375 63.234375 \r\nQ 18.3125 60.0625 18.3125 54.390625 \r\nz\r\n\" id=\"DejaVuSans-56\"/>\r\n       </defs>\r\n       <use xlink:href=\"#DejaVuSans-56\"/>\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_13\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#md6afe4cccf\" y=\"65.566298\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_14\">\r\n      <!-- 85 -->\r\n      <g transform=\"translate(7.2 69.365517)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-56\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\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=\"26.925\" xlink:href=\"#md6afe4cccf\" y=\"26.761516\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_15\">\r\n      <!-- 90 -->\r\n      <g transform=\"translate(7.2 30.560735)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 10.984375 1.515625 \r\nL 10.984375 10.5 \r\nQ 14.703125 8.734375 18.5 7.8125 \r\nQ 22.3125 6.890625 25.984375 6.890625 \r\nQ 35.75 6.890625 40.890625 13.453125 \r\nQ 46.046875 20.015625 46.78125 33.40625 \r\nQ 43.953125 29.203125 39.59375 26.953125 \r\nQ 35.25 24.703125 29.984375 24.703125 \r\nQ 19.046875 24.703125 12.671875 31.3125 \r\nQ 6.296875 37.9375 6.296875 49.421875 \r\nQ 6.296875 60.640625 12.9375 67.421875 \r\nQ 19.578125 74.21875 30.609375 74.21875 \r\nQ 43.265625 74.21875 49.921875 64.515625 \r\nQ 56.59375 54.828125 56.59375 36.375 \r\nQ 56.59375 19.140625 48.40625 8.859375 \r\nQ 40.234375 -1.421875 26.421875 -1.421875 \r\nQ 22.703125 -1.421875 18.890625 -0.6875 \r\nQ 15.09375 0.046875 10.984375 1.515625 \r\nz\r\nM 30.609375 32.421875 \r\nQ 37.25 32.421875 41.125 36.953125 \r\nQ 45.015625 41.5 45.015625 49.421875 \r\nQ 45.015625 57.28125 41.125 61.84375 \r\nQ 37.25 66.40625 30.609375 66.40625 \r\nQ 23.96875 66.40625 20.09375 61.84375 \r\nQ 16.21875 57.28125 16.21875 49.421875 \r\nQ 16.21875 41.5 20.09375 36.953125 \r\nQ 23.96875 32.421875 30.609375 32.421875 \r\nz\r\n\" id=\"DejaVuSans-57\"/>\r\n       </defs>\r\n       <use xlink:href=\"#DejaVuSans-57\"/>\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=\"line2d_15\">\r\n    <path clip-path=\"url(#pbb2b39bb78)\" d=\"M 67.506818 259.823033 \r\nL 67.952038 257.960419 \r\nL 68.397259 264.634849 \r\nL 68.842479 264.091582 \r\nL 70.178139 267.118347 \r\nL 70.623359 264.013957 \r\nL 71.06858 266.885503 \r\nL 71.5138 261.220005 \r\nL 71.95902 265.954196 \r\nL 73.739901 260.599144 \r\nL 74.185121 261.220005 \r\nL 74.630341 260.133479 \r\nL 75.075561 253.769494 \r\nL 76.411222 253.303829 \r\nL 76.856442 253.769494 \r\nL 77.301662 250.432283 \r\nL 77.746882 245.620498 \r\nL 78.192102 252.915781 \r\nL 79.527763 255.942555 \r\nL 79.972983 247.715956 \r\nL 80.418203 245.698092 \r\nL 80.863423 240.963901 \r\nL 81.308643 241.584793 \r\nL 82.644304 245.232458 \r\nL 83.089524 247.01747 \r\nL 83.534744 244.766785 \r\nL 83.979964 247.327885 \r\nL 84.425185 246.551805 \r\nL 85.760845 243.990705 \r\nL 86.206065 244.766785 \r\nL 86.651285 241.584793 \r\nL 87.096506 245.853319 \r\nL 87.541726 241.584793 \r\nL 89.322606 257.029081 \r\nL 89.767827 262.849798 \r\nL 90.213047 270.533161 \r\nL 90.658267 269.291408 \r\nL 91.993927 269.679448 \r\nL 92.439148 271.697312 \r\nL 92.884368 268.592921 \r\nL 93.329588 264.557216 \r\nL 93.774808 267.428762 \r\nL 95.110469 267.661614 \r\nL 96.000909 266.497455 \r\nL 96.446129 260.831965 \r\nL 96.891349 260.909559 \r\nL 98.22701 258.270865 \r\nL 98.67223 252.372522 \r\nL 99.11745 253.071008 \r\nL 99.56267 252.682968 \r\nL 100.00789 248.647263 \r\nL 101.788771 257.029081 \r\nL 102.233991 256.097774 \r\nL 102.679211 257.805192 \r\nL 103.124432 254.856021 \r\nL 104.460092 252.605335 \r\nL 104.905312 249.112936 \r\nL 105.350532 250.665096 \r\nL 105.795753 253.614275 \r\nL 106.240973 251.285988 \r\nL 107.576633 251.208363 \r\nL 108.021853 250.742729 \r\nL 108.467074 255.476913 \r\nL 108.912294 258.038013 \r\nL 110.693174 257.882794 \r\nL 111.138395 259.357391 \r\nL 111.583615 257.339527 \r\nL 112.028835 261.142411 \r\nL 112.474055 259.590212 \r\nL 113.809716 260.055877 \r\nL 114.254936 250.975542 \r\nL 115.145376 244.378745 \r\nL 115.590596 246.396578 \r\nL 116.926257 266.187009 \r\nL 117.371477 265.333335 \r\nL 117.816697 275.810611 \r\nL 118.261917 278.294117 \r\nL 118.707137 265.954196 \r\nL 120.042798 268.748141 \r\nL 120.488018 267.739208 \r\nL 120.933238 267.661614 \r\nL 121.378458 265.798969 \r\nL 121.823679 268.437695 \r\nL 123.159339 270.843607 \r\nL 123.604559 266.885503 \r\nL 124.049779 271.386866 \r\nL 124.495 264.634849 \r\nL 124.94022 266.730276 \r\nL 126.27588 266.652682 \r\nL 126.7211 267.739208 \r\nL 127.166321 263.237869 \r\nL 127.611541 249.19053 \r\nL 128.056761 245.077231 \r\nL 129.392421 241.119128 \r\nL 129.837642 236.384936 \r\nL 130.282862 233.280577 \r\nL 130.728082 223.036114 \r\nL 131.173302 221.871955 \r\nL 132.954183 217.681031 \r\nL 133.399403 217.603406 \r\nL 133.844623 217.681031 \r\nL 134.289843 217.448218 \r\nL 135.625504 213.800553 \r\nL 136.515944 216.128871 \r\nL 136.961164 212.403581 \r\nL 137.406384 211.549875 \r\nL 138.742045 194.475794 \r\nL 139.187265 200.063691 \r\nL 139.632485 200.684583 \r\nL 140.077705 204.487436 \r\nL 140.522925 197.114488 \r\nL 141.858586 201.615859 \r\nL 142.303806 196.804105 \r\nL 142.749026 198.589086 \r\nL 143.194246 193.699706 \r\nL 143.639467 196.804105 \r\nL 144.975127 204.797874 \r\nL 145.420347 193.777277 \r\nL 145.865567 192.923626 \r\nL 146.310788 198.123452 \r\nL 146.756008 190.207245 \r\nL 148.091668 185.085045 \r\nL 148.536888 184.696966 \r\nL 149.872549 176.315125 \r\nL 151.208209 172.201826 \r\nL 151.65343 167.002 \r\nL 152.09865 165.449832 \r\nL 152.54387 165.915466 \r\nL 154.324751 159.318669 \r\nL 155.660411 159.861936 \r\nL 156.105631 170.649658 \r\nL 157.886512 168.94224 \r\nL 158.776952 161.026087 \r\nL 159.222172 152.178604 \r\nL 160.557833 147.366788 \r\nL 161.003053 145.038478 \r\nL 161.448273 145.504174 \r\nL 161.893493 158.309706 \r\nL 162.338714 145.193728 \r\nL 163.674374 143.796756 \r\nL 164.119594 147.754797 \r\nL 164.564814 153.65314 \r\nL 165.010035 148.76376 \r\nL 165.455255 152.100979 \r\nL 166.790915 155.515754 \r\nL 167.236135 152.178604 \r\nL 167.681356 151.635275 \r\nL 168.126576 161.957363 \r\nL 168.571796 163.27671 \r\nL 169.907456 166.381108 \r\nL 170.352677 164.130423 \r\nL 170.797897 171.503371 \r\nL 171.243117 168.010901 \r\nL 171.688337 171.192925 \r\nL 173.023998 165.139386 \r\nL 173.469218 165.061761 \r\nL 173.914438 161.724542 \r\nL 174.359658 161.569354 \r\nL 174.804878 161.8798 \r\nL 176.585759 160.48282 \r\nL 177.030979 152.023347 \r\nL 177.476199 151.092016 \r\nL 177.921419 145.504174 \r\nL 179.25708 151.790533 \r\nL 179.7023 153.10988 \r\nL 180.14752 150.471178 \r\nL 180.59274 151.324891 \r\nL 181.037961 144.417648 \r\nL 182.373621 148.142868 \r\nL 182.818841 152.100979 \r\nL 183.264061 148.996581 \r\nL 183.709282 148.453314 \r\nL 184.154502 143.48631 \r\nL 185.490162 149.384652 \r\nL 185.935382 143.874319 \r\nL 186.380603 149.695036 \r\nL 186.825823 148.065243 \r\nL 187.271043 152.023347 \r\nL 188.606703 152.488988 \r\nL 189.051924 151.092016 \r\nL 189.497144 150.703999 \r\nL 190.387584 143.641506 \r\nL 191.723245 141.93408 \r\nL 192.168465 141.93408 \r\nL 192.613685 145.892183 \r\nL 193.058905 130.758349 \r\nL 193.504125 139.916278 \r\nL 194.839786 136.423808 \r\nL 195.285006 122.997392 \r\nL 196.175446 127.498755 \r\nL 196.620666 130.913537 \r\nL 197.956327 137.898413 \r\nL 198.401547 142.787793 \r\nL 198.846767 143.719131 \r\nL 199.291987 140.847554 \r\nL 199.737208 141.623696 \r\nL 201.963308 141.235625 \r\nL 202.408529 142.166963 \r\nL 202.853749 155.127745 \r\nL 204.189409 161.336471 \r\nL 204.634629 157.37843 \r\nL 205.07985 155.438191 \r\nL 205.52507 158.620152 \r\nL 205.97029 165.449832 \r\nL 207.30595 164.363298 \r\nL 207.751171 166.691554 \r\nL 208.196391 167.54526 \r\nL 208.641611 184.619341 \r\nL 209.086831 192.923626 \r\nL 210.422492 196.338401 \r\nL 210.867712 187.878989 \r\nL 211.312932 190.828129 \r\nL 212.203372 187.102909 \r\nL 213.539033 180.971745 \r\nL 213.984253 182.756727 \r\nL 214.429473 186.171571 \r\nL 214.874693 178.255364 \r\nL 215.319913 174.452511 \r\nL 216.655574 165.60502 \r\nL 217.100794 170.572033 \r\nL 217.546014 166.924375 \r\nL 217.991234 169.019865 \r\nL 218.436455 167.234814 \r\nL 219.772115 165.837841 \r\nL 220.217335 164.518494 \r\nL 220.662555 180.428478 \r\nL 221.107776 189.431157 \r\nL 221.552996 189.353532 \r\nL 222.888656 190.052049 \r\nL 223.333876 188.88789 \r\nL 223.779097 186.404392 \r\nL 224.224317 194.941428 \r\nL 224.669537 190.750504 \r\nL 226.005197 193.544456 \r\nL 226.895638 193.156439 \r\nL 227.340858 197.269739 \r\nL 227.786078 198.201015 \r\nL 229.121739 201.460663 \r\nL 230.012179 190.28487 \r\nL 230.457399 187.801364 \r\nL 230.902619 191.837038 \r\nL 232.23828 191.06095 \r\nL 232.6835 195.3295 \r\nL 233.12872 192.380297 \r\nL 233.57394 192.380297 \r\nL 234.01916 192.846001 \r\nL 235.354821 193.699706 \r\nL 235.800041 196.027962 \r\nL 236.245261 190.207245 \r\nL 236.690481 187.413293 \r\nL 237.135702 190.905762 \r\nL 238.916582 189.353532 \r\nL 239.807023 184.696966 \r\nL 240.252243 182.679102 \r\nL 241.587903 189.120711 \r\nL 242.033123 188.11181 \r\nL 242.478344 181.049308 \r\nL 242.923564 184.386528 \r\nL 243.368784 181.126934 \r\nL 244.704444 186.326767 \r\nL 245.149665 182.989548 \r\nL 245.594885 178.255364 \r\nL 246.040105 170.804854 \r\nL 246.485325 172.667522 \r\nL 247.820986 172.279451 \r\nL 248.266206 170.416837 \r\nL 249.156646 173.44361 \r\nL 249.601866 185.550679 \r\nL 251.382747 188.267006 \r\nL 251.827967 191.914663 \r\nL 252.273187 181.980647 \r\nL 252.718407 180.273228 \r\nL 254.054068 178.100168 \r\nL 254.944508 174.840582 \r\nL 255.389728 169.640757 \r\nL 255.834949 175.927108 \r\nL 257.170609 170.184016 \r\nL 257.615829 155.05012 \r\nL 258.061049 152.877059 \r\nL 258.50627 154.894924 \r\nL 258.95149 156.369467 \r\nL 260.28715 157.999322 \r\nL 260.73237 159.085848 \r\nL 261.177591 151.790533 \r\nL 261.622811 151.945721 \r\nL 262.068031 158.620152 \r\nL 263.403691 164.208048 \r\nL 263.848912 163.199147 \r\nL 264.294132 160.172374 \r\nL 264.739352 159.706678 \r\nL 265.184572 155.981458 \r\nL 266.520233 149.850294 \r\nL 266.965453 143.719131 \r\nL 267.410673 148.530939 \r\nL 267.855893 144.417648 \r\nL 269.636774 143.175864 \r\nL 270.081994 138.907314 \r\nL 270.527214 133.009026 \r\nL 271.417654 138.907314 \r\nL 272.753315 134.638827 \r\nL 273.643755 117.719934 \r\nL 274.088975 124.859999 \r\nL 275.869856 116.478158 \r\nL 276.315076 118.107951 \r\nL 277.205517 113.994652 \r\nL 277.650737 123.773472 \r\nL 278.986397 117.642309 \r\nL 279.431617 119.039281 \r\nL 279.876838 110.346994 \r\nL 280.322058 118.496022 \r\nL 280.767278 115.391624 \r\nL 282.102938 111.511146 \r\nL 282.548159 117.719934 \r\nL 282.993379 121.057153 \r\nL 283.438599 120.591449 \r\nL 283.883819 112.75293 \r\nL 285.21948 111.355958 \r\nL 285.6647 111.355958 \r\nL 286.10992 115.546874 \r\nL 286.55514 117.487113 \r\nL 287.00036 116.245337 \r\nL 288.336021 113.684206 \r\nL 288.781241 120.04819 \r\nL 289.226461 113.684206 \r\nL 289.671681 119.116914 \r\nL 290.116901 117.564684 \r\nL 291.452562 120.824332 \r\nL 291.897782 122.842134 \r\nL 293.233443 132.931401 \r\nL 295.014323 123.618277 \r\nL 295.904764 131.612054 \r\nL 296.349984 140.381912 \r\nL 297.685644 142.710222 \r\nL 298.130864 137.199951 \r\nL 298.576085 137.587967 \r\nL 299.021305 141.080429 \r\nL 299.466525 132.465767 \r\nL 300.802185 133.241847 \r\nL 301.247406 139.916278 \r\nL 301.692626 139.528206 \r\nL 302.137846 144.883282 \r\nL 303.918727 143.175864 \r\nL 304.363947 143.175864 \r\nL 304.809167 137.432772 \r\nL 305.699607 154.662103 \r\nL 307.035268 158.309706 \r\nL 307.480488 148.841385 \r\nL 307.925708 146.125004 \r\nL 308.370928 139.450581 \r\nL 308.816148 142.322151 \r\nL 310.151809 143.253489 \r\nL 310.597029 148.530939 \r\nL 311.042249 147.754797 \r\nL 311.93269 142.011705 \r\nL 313.26835 137.898413 \r\nL 313.71357 127.964397 \r\nL 314.15879 127.964397 \r\nL 314.604011 124.161544 \r\nL 315.049231 122.91976 \r\nL 316.384891 125.325641 \r\nL 316.830111 127.809147 \r\nL 317.275332 122.842134 \r\nL 317.720552 125.946533 \r\nL 318.165772 124.161544 \r\nL 319.501432 120.746707 \r\nL 319.946653 120.20344 \r\nL 320.391873 114.615544 \r\nL 320.837093 119.504923 \r\nL 321.282313 120.436261 \r\nL 322.617974 121.212341 \r\nL 323.063194 118.263201 \r\nL 323.508414 120.513886 \r\nL 323.953634 116.633408 \r\nL 324.398854 117.952755 \r\nL 325.734515 115.081178 \r\nL 326.179735 115.546874 \r\nL 326.624955 126.412167 \r\nL 327.070175 123.695847 \r\nL 327.515395 126.024158 \r\nL 328.851056 131.068787 \r\nL 329.296276 126.334604 \r\nL 329.741496 129.128548 \r\nL 330.186716 147.366788 \r\nL 330.631937 150.005482 \r\nL 331.967597 151.868158 \r\nL 332.858037 157.455993 \r\nL 333.303258 152.411418 \r\nL 333.748478 153.65314 \r\nL 335.084138 153.730772 \r\nL 335.529358 161.181283 \r\nL 335.974579 161.336471 \r\nL 336.419799 163.742414 \r\nL 336.865019 161.491729 \r\nL 338.6459 154.972494 \r\nL 339.09112 161.026087 \r\nL 339.53634 159.939561 \r\nL 339.98156 161.026087 \r\nL 341.317221 159.861936 \r\nL 341.762441 153.575515 \r\nL 342.207661 150.93682 \r\nL 342.652881 149.539848 \r\nL 343.098101 149.927919 \r\nL 344.433762 143.951944 \r\nL 344.878982 144.417648 \r\nL 345.324202 141.93408 \r\nL 345.769422 131.534429 \r\nL 346.214642 132.931401 \r\nL 347.550303 140.149099 \r\nL 347.995523 132.310509 \r\nL 348.440743 136.113362 \r\nL 348.885963 144.883282 \r\nL 349.331184 147.98768 \r\nL 350.666844 148.76376 \r\nL 351.557284 155.671012 \r\nL 352.002505 154.584478 \r\nL 352.447725 158.620152 \r\nL 353.783385 163.199147 \r\nL 354.228605 167.622892 \r\nL 354.673826 160.017124 \r\nL 355.119046 154.972494 \r\nL 355.564266 146.202629 \r\nL 356.899926 148.298126 \r\nL 357.345147 147.599609 \r\nL 357.790367 144.650461 \r\nL 358.235587 139.373011 \r\nL 358.680807 136.967075 \r\nL 360.016468 137.587967 \r\nL 360.461688 139.838653 \r\nL 360.906908 134.017935 \r\nL 361.352128 135.182086 \r\nL 361.797348 132.54333 \r\nL 363.133009 134.173123 \r\nL 363.578229 125.713712 \r\nL 364.023449 125.558516 \r\nL 364.468669 128.585289 \r\nL 366.24955 125.946533 \r\nL 366.69477 129.128548 \r\nL 367.13999 122.686946 \r\nL 367.58521 118.418397 \r\nL 368.030431 123.851098 \r\nL 369.366091 120.97952 \r\nL 369.811311 113.296197 \r\nL 370.256531 116.633408 \r\nL 370.701752 121.833233 \r\nL 371.146972 112.675305 \r\nL 372.482632 110.346994 \r\nL 372.927852 109.803727 \r\nL 373.373073 109.726157 \r\nL 373.818293 114.149902 \r\nL 374.263513 113.140939 \r\nL 376.044394 100.956245 \r\nL 376.489614 100.102532 \r\nL 377.380054 95.290778 \r\nL 378.715715 97.463838 \r\nL 379.160935 94.980331 \r\nL 379.606155 99.404077 \r\nL 380.051375 106.544141 \r\nL 380.496595 106.621766 \r\nL 381.832256 102.508467 \r\nL 382.722696 111.355958 \r\nL 383.167916 111.278325 \r\nL 383.613136 114.227473 \r\nL 384.948797 117.952755 \r\nL 385.839237 125.480891 \r\nL 386.284457 122.454125 \r\nL 386.729678 125.480891 \r\nL 388.065338 121.988429 \r\nL 388.510558 120.281065 \r\nL 389.400999 119.427352 \r\nL 389.846219 115.236436 \r\nL 391.181879 115.158803 \r\nL 391.627099 114.770732 \r\nL 392.51754 114.305098 \r\nL 392.96276 113.606635 \r\nL 394.29842 113.218564 \r\nL 394.743641 118.573647 \r\nL 395.188861 116.012516 \r\nL 396.079301 117.487113 \r\nL 397.414962 122.997392 \r\nL 397.860182 124.083919 \r\nL 398.305402 120.20344 \r\nL 399.195842 129.749386 \r\nL 400.976723 133.474668 \r\nL 401.421943 134.794015 \r\nL 401.867163 144.417648 \r\nL 402.312383 145.271299 \r\nL 403.648044 149.927919 \r\nL 404.093264 148.918956 \r\nL 404.538484 140.925179 \r\nL 405.428925 151.557712 \r\nL 406.764585 149.462223 \r\nL 407.209805 161.258908 \r\nL 407.655025 164.363298 \r\nL 408.100246 158.930598 \r\nL 408.545466 158.309706 \r\nL 409.881126 154.118844 \r\nL 410.771567 149.229402 \r\nL 411.216787 145.65937 \r\nL 411.662007 140.071466 \r\nL 413.442888 139.373011 \r\nL 413.888108 143.098239 \r\nL 414.333328 158.309706 \r\nL 414.778548 157.22318 \r\nL 416.114209 156.835163 \r\nL 416.559429 157.300805 \r\nL 417.449869 144.883282 \r\nL 417.895089 147.211538 \r\nL 419.23075 147.133967 \r\nL 419.67597 144.960907 \r\nL 420.12119 140.692358 \r\nL 420.56641 144.26239 \r\nL 421.01163 143.48631 \r\nL 422.347291 146.901146 \r\nL 422.792511 145.348924 \r\nL 423.237731 144.340023 \r\nL 423.682951 137.665592 \r\nL 424.128172 145.736995 \r\nL 425.463832 148.60851 \r\nL 425.909052 145.814558 \r\nL 426.354272 146.5907 \r\nL 426.799493 150.781625 \r\nL 427.244713 136.26862 \r\nL 428.580373 133.785114 \r\nL 429.025593 128.585289 \r\nL 429.470814 127.033059 \r\nL 429.916034 132.465767 \r\nL 430.361254 133.397043 \r\nL 431.696914 132.698588 \r\nL 432.142135 129.516565 \r\nL 432.587355 130.913537 \r\nL 433.032575 126.101783 \r\nL 433.477795 123.15258 \r\nL 435.258676 126.955496 \r\nL 435.703896 118.340826 \r\nL 436.149116 120.281065 \r\nL 436.594336 129.361369 \r\nL 437.929997 128.119593 \r\nL 438.375217 127.42113 \r\nL 438.820437 125.24807 \r\nL 439.265657 127.033059 \r\nL 441.046538 124.471928 \r\nL 441.491758 123.618277 \r\nL 442.382198 118.573647 \r\nL 442.827419 117.487113 \r\nL 444.163079 113.218564 \r\nL 444.608299 105.612865 \r\nL 445.053519 107.553104 \r\nL 445.49874 106.466516 \r\nL 445.94396 107.475479 \r\nL 447.27962 113.218564 \r\nL 448.170061 121.057153 \r\nL 448.615281 119.892994 \r\nL 449.060501 115.85732 \r\nL 450.396161 112.520109 \r\nL 450.841382 110.812691 \r\nL 451.286602 111.743967 \r\nL 451.731822 133.241847 \r\nL 452.177042 127.653951 \r\nL 453.512703 126.800238 \r\nL 453.957923 132.620955 \r\nL 454.403143 135.880549 \r\nL 454.848363 137.0447 \r\nL 455.293583 138.829744 \r\nL 457.074464 137.665592 \r\nL 457.519684 140.226724 \r\nL 457.964904 137.976038 \r\nL 458.410124 134.949265 \r\nL 460.191005 129.671815 \r\nL 460.636225 130.758349 \r\nL 461.526666 124.083919 \r\nL 462.862326 127.110684 \r\nL 463.752766 131.146358 \r\nL 464.643207 137.976038 \r\nL 465.978867 142.322151 \r\nL 466.424087 140.925179 \r\nL 466.869308 142.865418 \r\nL 467.314528 136.346245 \r\nL 467.759748 134.173123 \r\nL 469.095408 138.829744 \r\nL 469.540629 135.182086 \r\nL 470.431069 139.14019 \r\nL 470.876289 144.728032 \r\nL 472.21195 140.071466 \r\nL 472.65717 141.080429 \r\nL 473.10239 141.158 \r\nL 473.54761 138.441673 \r\nL 475.328491 137.820788 \r\nL 475.773711 134.716452 \r\nL 476.218931 129.438994 \r\nL 476.664151 128.352406 \r\nL 477.109371 128.662852 \r\nL 478.445032 126.64505 \r\nL 478.890252 131.068787 \r\nL 479.335472 128.430031 \r\nL 479.780692 130.913537 \r\nL 480.225913 130.603091 \r\nL 481.561573 129.516565 \r\nL 482.006793 128.895735 \r\nL 482.452013 130.525528 \r\nL 482.897234 130.137457 \r\nL 483.342454 133.94031 \r\nL 485.123334 141.546071 \r\nL 485.568555 136.346245 \r\nL 486.013775 151.014445 \r\nL 486.458995 156.214271 \r\nL 487.794655 155.748637 \r\nL 488.239876 156.291896 \r\nL 488.685096 157.22318 \r\nL 489.130316 148.298126 \r\nL 489.575536 150.471178 \r\nL 490.911197 148.686135 \r\nL 491.356417 148.530939 \r\nL 491.801637 148.841385 \r\nL 492.246857 151.790533 \r\nL 492.692077 145.892183 \r\nL 494.027738 149.772661 \r\nL 494.472958 144.650461 \r\nL 494.918178 144.495211 \r\nL 495.363398 142.710222 \r\nL 495.808618 137.122325 \r\nL 497.144279 135.958174 \r\nL 497.589499 136.734254 \r\nL 498.034719 139.21776 \r\nL 498.479939 139.528206 \r\nL 498.92516 137.355146 \r\nL 500.70604 139.916278 \r\nL 501.15126 135.802978 \r\nL 501.596481 134.173123 \r\nL 502.041701 131.379233 \r\nL 503.377361 126.64505 \r\nL 503.822581 131.068787 \r\nL 504.267802 129.283744 \r\nL 505.158242 135.647728 \r\nL 506.493902 137.122325 \r\nL 506.939123 138.208859 \r\nL 507.384343 132.620955 \r\nL 507.829563 133.009026 \r\nL 508.274783 131.9225 \r\nL 509.610444 129.283744 \r\nL 510.055664 135.414907 \r\nL 510.500884 137.510342 \r\nL 510.946104 128.197218 \r\nL 511.391324 133.474668 \r\nL 512.726985 134.949265 \r\nL 513.172205 135.104461 \r\nL 513.617425 131.456804 \r\nL 514.062645 133.785114 \r\nL 514.507865 130.991162 \r\nL 515.843526 127.26588 \r\nL 516.288746 127.42113 \r\nL 516.733966 124.471928 \r\nL 517.179186 119.039281 \r\nL 517.624407 120.436261 \r\nL 518.960067 119.660173 \r\nL 519.850507 123.15258 \r\nL 520.295728 156.912734 \r\nL 520.740948 149.539848 \r\nL 522.076608 149.850294 \r\nL 522.967049 131.76725 \r\nL 523.412269 132.54333 \r\nL 523.857489 134.406006 \r\nL 525.193149 132.853776 \r\nL 525.63837 130.525528 \r\nL 526.08359 131.146358 \r\nL 526.52881 134.09556 \r\nL 526.97403 128.507664 \r\nL 528.309691 132.698588 \r\nL 528.754911 131.612054 \r\nL 529.200131 120.901895 \r\nL 529.645351 118.728835 \r\nL 530.090571 121.134778 \r\nL 531.426232 115.236436 \r\nL 531.871452 109.02764 \r\nL 532.316672 113.451385 \r\nL 533.207112 84.347798 \r\nL 534.542773 84.347798 \r\nL 534.987993 77.207733 \r\nL 535.433213 73.637701 \r\nL 535.878433 67.040896 \r\nL 536.323654 62.927604 \r\nL 537.659314 66.730457 \r\nL 538.104534 61.68582 \r\nL 538.549754 66.342379 \r\nL 539.440195 56.40837 \r\nL 540.775855 52.217445 \r\nL 541.221075 55.709907 \r\nL 541.666296 58.193413 \r\nL 542.111516 72.318354 \r\nL 542.556736 67.040896 \r\nL 543.892396 72.163096 \r\nL 544.337617 76.043574 \r\nL 544.782837 73.870522 \r\nL 545.228057 79.536044 \r\nL 545.673277 77.052537 \r\nL 547.008938 71.309391 \r\nL 547.454158 76.276395 \r\nL 547.899378 78.915151 \r\nL 548.789818 55.787478 \r\nL 550.125479 63.082792 \r\nL 550.570699 52.450266 \r\nL 551.015919 50.277206 \r\nL 551.906359 56.40837 \r\nL 553.24202 54.23531 \r\nL 553.68724 53.769668 \r\nL 554.13246 49.423493 \r\nL 555.022901 55.709907 \r\nL 556.358561 59.978402 \r\nL 556.803781 57.960538 \r\nL 557.249001 51.751804 \r\nL 557.694222 32.892679 \r\nL 558.139442 24.27801 \r\nL 559.475102 31.72852 \r\nL 559.920322 20.552727 \r\nL 560.365543 44.999748 \r\nL 560.810763 50.044385 \r\nL 561.255983 48.492217 \r\nL 563.036864 51.441358 \r\nL 563.482084 57.029262 \r\nL 564.372524 39.023843 \r\nL 566.153405 40.110369 \r\nL 566.598625 42.128233 \r\nL 567.043845 49.501118 \r\nL 567.489065 51.751804 \r\nL 568.824726 67.196092 \r\nL 569.269946 59.124689 \r\nL 569.715166 56.951629 \r\nL 570.160386 49.190672 \r\nL 570.605606 48.026521 \r\nL 571.941267 50.277206 \r\nL 572.386487 52.993526 \r\nL 572.831707 52.915963 \r\nL 573.276927 53.459222 \r\nL 573.722148 59.047126 \r\nL 575.503028 62.229087 \r\nL 575.948248 58.115788 \r\nL 576.838689 83.183647 \r\nL 578.174349 70.30049 \r\nL 579.06479 68.437876 \r\nL 579.51001 74.491414 \r\nL 579.95523 75.500315 \r\nL 581.29089 73.870522 \r\nL 581.736111 75.965949 \r\nL 582.181331 79.458418 \r\nL 582.626551 79.924053 \r\nL 583.071771 82.562809 \r\nL 584.407432 84.270235 \r\nL 584.852652 86.753733 \r\nL 585.297872 90.24614 \r\nL 585.743092 98.084722 \r\nL 586.188312 89.237239 \r\nL 587.523973 85.356761 \r\nL 587.969193 81.243407 \r\nL 588.414413 89.004364 \r\nL 588.859633 86.288037 \r\nL 589.304853 90.168515 \r\nL 590.640514 79.691239 \r\nL 591.085734 79.613614 \r\nL 591.530954 80.389756 \r\nL 591.976174 97.153392 \r\nL 592.421395 90.013327 \r\nL 593.757055 91.177478 \r\nL 594.202275 85.822403 \r\nL 594.647495 86.676108 \r\nL 595.092716 98.70556 \r\nL 596.873596 100.801049 \r\nL 597.318816 95.91167 \r\nL 597.764037 101.344316 \r\nL 598.209257 97.851909 \r\nL 598.654477 97.696651 \r\nL 599.990137 101.266683 \r\nL 600.435358 102.120396 \r\nL 600.880578 99.869711 \r\nL 601.325798 108.251559 \r\nL 601.771018 112.59768 \r\nL 603.106679 116.866229 \r\nL 603.551899 115.158803 \r\nL 603.997119 121.988429 \r\nL 604.442339 116.943854 \r\nL 604.887559 109.182897 \r\nL 606.22322 106.156124 \r\nL 606.66844 108.562005 \r\nL 607.55888 121.212341 \r\nL 608.0041 118.340826 \r\nL 609.339761 112.287234 \r\nL 609.784981 112.054413 \r\nL 610.230201 120.513886 \r\nL 610.675421 121.988429 \r\nL 611.120642 115.236436 \r\nL 612.456302 117.409488 \r\nL 612.901522 119.737798 \r\nL 613.346742 110.735066 \r\nL 613.791963 117.021417 \r\nL 614.237183 114.382723 \r\nL 615.572843 109.26046 \r\nL 616.018063 118.496022 \r\nL 616.463284 131.689625 \r\nL 616.908504 136.967075 \r\nL 617.353724 133.862739 \r\nL 619.134605 137.199951 \r\nL 619.579825 143.098239 \r\nL 620.025045 142.632597 \r\nL 620.470265 144.572836 \r\nL 621.805926 145.581745 \r\nL 622.251146 146.745896 \r\nL 622.696366 145.504174 \r\nL 623.586806 149.617473 \r\nL 624.922467 155.360566 \r\nL 625.367687 161.026087 \r\nL 625.812907 160.948462 \r\nL 626.258127 156.912734 \r\nL 626.703347 160.715641 \r\nL 628.039008 164.906565 \r\nL 628.484228 164.751315 \r\nL 628.929448 161.569354 \r\nL 629.374668 160.715641 \r\nL 631.155549 158.852973 \r\nL 631.600769 159.55149 \r\nL 632.045989 162.112613 \r\nL 632.49121 162.966326 \r\nL 632.93643 166.769179 \r\nL 634.27209 168.010901 \r\nL 634.71731 167.933331 \r\nL 635.162531 169.563132 \r\nL 635.607751 166.303538 \r\nL 637.388631 171.27055 \r\nL 637.833852 161.336471 \r\nL 638.279072 156.369467 \r\nL 638.724292 153.497952 \r\nL 639.169512 158.076885 \r\nL 640.505173 154.739674 \r\nL 640.950393 151.092016 \r\nL 641.395613 154.118844 \r\nL 641.840833 151.169641 \r\nL 642.286053 152.954685 \r\nL 643.621714 155.981458 \r\nL 644.066934 157.921697 \r\nL 644.512154 160.405195 \r\nL 644.957374 158.15451 \r\nL 645.402594 162.345434 \r\nL 646.738255 171.27055 \r\nL 647.183475 170.106391 \r\nL 647.628695 164.518494 \r\nL 648.073915 166.225913 \r\nL 648.519136 163.043897 \r\nL 649.854796 167.700518 \r\nL 650.300016 163.199147 \r\nL 650.745236 163.431968 \r\nL 651.190457 155.981458 \r\nL 651.635677 160.948462 \r\nL 652.971337 170.339212 \r\nL 653.416557 172.279451 \r\nL 653.861778 170.106391 \r\nL 654.306998 163.354335 \r\nL 654.752218 164.130423 \r\nL 656.087878 167.778081 \r\nL 656.533099 181.980647 \r\nL 656.978319 190.750504 \r\nL 657.423539 196.881668 \r\nL 657.868759 198.201015 \r\nL 659.20442 230.564219 \r\nL 659.64964 217.293022 \r\nL 660.09486 226.761342 \r\nL 660.54008 218.301923 \r\nL 660.9853 212.326018 \r\nL 662.320961 222.182401 \r\nL 662.766181 230.098585 \r\nL 663.211401 223.967452 \r\nL 663.656621 222.958489 \r\nL 664.101841 228.003119 \r\nL 665.882722 219.000386 \r\nL 666.327942 206.350042 \r\nL 666.773162 228.003119 \r\nL 667.218383 227.149414 \r\nL 668.554043 223.501748 \r\nL 668.999263 224.821103 \r\nL 669.889704 223.113739 \r\nL 670.334924 230.486625 \r\nL 671.670584 230.486625 \r\nL 672.115804 234.522322 \r\nL 672.561025 230.719446 \r\nL 673.006245 233.51339 \r\nL 673.451465 228.003119 \r\nL 674.787125 231.650784 \r\nL 675.232346 230.486625 \r\nL 675.677566 225.209174 \r\nL 676.122786 222.648043 \r\nL 676.568006 230.409031 \r\nL 677.903667 219.155636 \r\nL 679.239327 211.239429 \r\nL 679.684547 205.729158 \r\nL 681.020208 207.824647 \r\nL 681.465428 208.212656 \r\nL 681.910648 208.290281 \r\nL 682.355868 261.918491 \r\nL 684.136749 268.980962 \r\nL 684.581969 268.437695 \r\nL 685.027189 268.903367 \r\nL 685.472409 267.816834 \r\nL 685.91763 265.876594 \r\nL 687.25329 272.007727 \r\nL 688.14373 277.75085 \r\nL 688.588951 277.285185 \r\nL 689.034171 277.207583 \r\nL 690.369831 280.622396 \r\nL 690.815051 278.449336 \r\nL 691.260272 270.610755 \r\nL 691.705492 271.154053 \r\nL 692.150712 267.97206 \r\nL 693.486372 271.231647 \r\nL 693.931593 272.706221 \r\nL 694.376813 271.231647 \r\nL 695.267253 284.890915 \r\nL 696.602914 287.607273 \r\nL 697.048134 264.712443 \r\nL 697.493354 259.279766 \r\nL 697.938574 250.897948 \r\nL 698.383794 251.984474 \r\nL 699.719455 257.339527 \r\nL 700.164675 259.978252 \r\nL 700.609895 259.590212 \r\nL 701.500335 256.175399 \r\nL 702.835996 260.599144 \r\nL 703.281216 266.342236 \r\nL 703.726436 270.377934 \r\nL 704.171656 269.757073 \r\nL 704.616877 266.963128 \r\nL 705.952537 262.927423 \r\nL 706.397757 259.046945 \r\nL 706.842977 265.333335 \r\nL 707.288198 266.342236 \r\nL 707.733418 266.963128 \r\nL 709.069078 265.022889 \r\nL 709.514298 254.623207 \r\nL 709.959519 258.736499 \r\nL 710.404739 257.029081 \r\nL 710.849959 267.894435 \r\nL 712.185619 268.748141 \r\nL 713.07606 251.829255 \r\nL 713.52128 253.536674 \r\nL 715.302161 255.088842 \r\nL 715.747381 251.829255 \r\nL 716.192601 246.707024 \r\nL 716.637821 249.268124 \r\nL 718.418702 255.709734 \r\nL 718.863922 243.835478 \r\nL 719.754362 236.540163 \r\nL 720.199582 220.164537 \r\nL 721.535243 230.409031 \r\nL 721.980463 225.597246 \r\nL 722.425683 230.641844 \r\nL 722.870903 244.068299 \r\nL 723.316124 247.560737 \r\nL 725.097004 242.12806 \r\nL 725.542224 245.620498 \r\nL 725.987445 251.984474 \r\nL 726.432665 240.653486 \r\nL 727.768325 238.01476 \r\nL 728.213545 233.51339 \r\nL 728.658766 227.770306 \r\nL 729.103986 228.313565 \r\nL 729.549206 222.725668 \r\nL 730.884866 213.722928 \r\nL 731.330087 202.935206 \r\nL 731.775307 202.857635 \r\nL 732.220527 214.887087 \r\nL 732.665747 206.350042 \r\nL 734.001408 209.143994 \r\nL 734.446628 216.982576 \r\nL 734.891848 211.549875 \r\nL 735.337068 220.630233 \r\nL 735.782288 216.749755 \r\nL 737.563169 208.290281 \r\nL 738.008389 212.248393 \r\nL 738.453609 230.564219 \r\nL 738.898829 229.400099 \r\nL 740.23449 223.424123 \r\nL 740.67971 214.266257 \r\nL 741.12493 211.549875 \r\nL 741.57015 201.771109 \r\nL 742.015371 196.881668 \r\nL 743.351031 208.135093 \r\nL 743.796251 207.979835 \r\nL 744.241471 211.39468 \r\nL 744.686692 213.412544 \r\nL 745.131912 211.937946 \r\nL 746.467572 208.212656 \r\nL 746.912792 199.597995 \r\nL 747.358013 199.132353 \r\nL 747.803233 200.994967 \r\nL 748.248453 199.287603 \r\nL 749.584113 204.099357 \r\nL 750.029334 205.263516 \r\nL 750.474554 197.968201 \r\nL 750.919774 198.899532 \r\nL 751.364994 201.538234 \r\nL 752.700655 205.030695 \r\nL 753.145875 197.50256 \r\nL 753.591095 197.424934 \r\nL 754.036315 201.926305 \r\nL 755.817196 198.045827 \r\nL 756.707636 194.941428 \r\nL 757.152856 191.681842 \r\nL 757.598076 197.347364 \r\nL 758.933737 189.741603 \r\nL 759.378957 189.508782 \r\nL 759.824177 192.069913 \r\nL 760.269397 191.06095 \r\nL 760.714618 195.096679 \r\nL 762.050278 197.424934 \r\nL 762.495498 200.839771 \r\nL 762.940718 189.663978 \r\nL 763.385939 188.577444 \r\nL 763.831159 190.207245 \r\nL 765.166819 189.353532 \r\nL 765.612039 183.61044 \r\nL 766.05726 183.843261 \r\nL 766.50248 186.093946 \r\nL 766.9477 191.138575 \r\nL 768.28336 193.23401 \r\nL 768.728581 184.308957 \r\nL 769.173801 185.93875 \r\nL 770.064241 191.837038 \r\nL 771.399902 208.212656 \r\nL 771.845122 206.350042 \r\nL 772.290342 206.427675 \r\nL 772.735562 205.496337 \r\nL 773.180782 205.961971 \r\nL 774.516443 195.56232 \r\nL 774.961663 190.362495 \r\nL 775.406883 201.615859 \r\nL 775.852103 208.755923 \r\nL 776.297323 209.29919 \r\nL 777.632984 221.871955 \r\nL 778.078204 212.558831 \r\nL 778.523424 236.152123 \r\nL 778.968644 196.726479 \r\nL 779.413865 187.180472 \r\nL 780.749525 185.085045 \r\nL 781.194745 184.696966 \r\nL 781.639965 180.040407 \r\nL 782.085186 176.625571 \r\nL 782.530406 175.306216 \r\nL 784.756507 178.100168 \r\nL 785.201727 178.100168 \r\nL 785.646947 177.556901 \r\nL 786.982607 170.184016 \r\nL 787.427828 173.44361 \r\nL 787.873048 175.383849 \r\nL 788.318268 171.425738 \r\nL 788.763488 174.21969 \r\nL 790.099149 174.21969 \r\nL 790.544369 176.858384 \r\nL 790.989589 172.667522 \r\nL 791.434809 174.21969 \r\nL 791.880029 173.831619 \r\nL 793.21569 171.813809 \r\nL 793.66091 174.607761 \r\nL 794.55135 164.906565 \r\nL 794.99657 177.712097 \r\nL 796.332231 169.252686 \r\nL 796.777451 168.321347 \r\nL 797.222671 169.330311 \r\nL 797.667891 162.034988 \r\nL 798.113112 157.688876 \r\nL 799.893992 160.638016 \r\nL 800.784433 153.032255 \r\nL 801.229653 152.333793 \r\nL 802.565313 153.497952 \r\nL 803.010533 154.351657 \r\nL 803.455754 156.757538 \r\nL 803.900974 152.566613 \r\nL 804.346194 151.092016 \r\nL 805.681854 153.730772 \r\nL 806.127075 153.730772 \r\nL 806.572295 151.868158 \r\nL 807.017515 155.360566 \r\nL 807.462735 152.799434 \r\nL 808.798396 154.429228 \r\nL 809.243616 153.187506 \r\nL 809.688836 153.575515 \r\nL 810.134056 157.611251 \r\nL 810.579276 157.37843 \r\nL 811.914937 160.172374 \r\nL 812.360157 153.265131 \r\nL 812.805377 158.697777 \r\nL 813.250597 160.249945 \r\nL 813.695817 155.127745 \r\nL 815.031478 150.93682 \r\nL 815.476698 155.903825 \r\nL 815.921918 154.274032 \r\nL 816.367138 147.056342 \r\nL 816.812358 152.488988 \r\nL 818.148019 152.411418 \r\nL 818.593239 161.8798 \r\nL 819.038459 166.536359 \r\nL 819.9289 150.16074 \r\nL 821.26456 158.232135 \r\nL 821.70978 159.55149 \r\nL 822.155 166.691554 \r\nL 822.600221 163.587156 \r\nL 823.045441 171.037667 \r\nL 824.381101 173.133164 \r\nL 824.826321 171.115292 \r\nL 825.271542 170.649658 \r\nL 825.716762 169.795945 \r\nL 826.161982 158.775402 \r\nL 827.942863 160.560391 \r\nL 828.388083 158.697777 \r\nL 828.833303 167.312446 \r\nL 829.278523 171.736184 \r\nL 830.614184 175.849483 \r\nL 831.059404 167.700518 \r\nL 831.504624 169.407874 \r\nL 831.949844 170.494408 \r\nL 832.395064 163.975227 \r\nL 833.730725 161.491729 \r\nL 834.175945 165.294574 \r\nL 834.621165 165.061761 \r\nL 835.066385 163.121522 \r\nL 835.511605 161.802175 \r\nL 836.847266 164.052852 \r\nL 837.292486 167.002 \r\nL 837.737706 164.751315 \r\nL 838.182926 169.795945 \r\nL 838.628147 170.339212 \r\nL 839.963807 167.778081 \r\nL 840.409027 166.458733 \r\nL 840.854247 167.467635 \r\nL 841.299468 169.019865 \r\nL 841.744688 187.723739 \r\nL 843.080348 191.681842 \r\nL 843.525568 197.890631 \r\nL 843.970789 199.520424 \r\nL 844.416009 203.788919 \r\nL 844.861229 194.242973 \r\nL 846.196889 192.457922 \r\nL 846.64211 193.078814 \r\nL 847.08733 188.034185 \r\nL 847.53255 189.896799 \r\nL 847.97777 194.863865 \r\nL 849.313431 192.690743 \r\nL 849.758651 189.663978 \r\nL 850.649091 185.085045 \r\nL 851.094311 183.532815 \r\nL 852.429972 181.515005 \r\nL 852.875192 182.135842 \r\nL 853.320412 188.189435 \r\nL 853.765632 184.852224 \r\nL 854.210852 184.231332 \r\nL 855.546513 184.929787 \r\nL 855.991733 184.231332 \r\nL 856.436953 187.413293 \r\nL 856.882173 172.279451 \r\nL 857.327394 173.365977 \r\nL 858.663054 172.977906 \r\nL 859.108274 175.849483 \r\nL 859.553494 168.398973 \r\nL 859.998715 189.120711 \r\nL 860.443935 190.28487 \r\nL 861.779595 193.311635 \r\nL 862.224815 184.076081 \r\nL 863.560476 173.365977 \r\nL 864.896136 174.762957 \r\nL 865.341357 171.27055 \r\nL 865.786577 174.840582 \r\nL 866.231797 180.040407 \r\nL 866.677017 177.479276 \r\nL 868.012678 174.99577 \r\nL 868.457898 181.903021 \r\nL 868.903118 182.523913 \r\nL 869.348338 178.255364 \r\nL 869.793558 179.885212 \r\nL 871.129219 181.43738 \r\nL 871.574439 169.019865 \r\nL 872.019659 167.234814 \r\nL 872.464879 172.512272 \r\nL 872.910099 173.676423 \r\nL 874.24576 175.461474 \r\nL 874.69098 168.554168 \r\nL 875.1362 169.097428 \r\nL 875.58142 172.357076 \r\nL 876.026641 186.404392 \r\nL 877.807521 187.413293 \r\nL 878.252741 182.446288 \r\nL 878.697962 188.11181 \r\nL 879.143182 188.810265 \r\nL 879.143182 188.810265 \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 26.925 300.96 \r\nL 26.925 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 919.725 300.96 \r\nL 919.725 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 26.925 300.96 \r\nL 919.725 300.96 \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 26.925 7.2 \r\nL 919.725 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=\"pbb2b39bb78\">\r\n   <rect height=\"293.76\" width=\"892.8\" x=\"26.925\" y=\"7.2\"/>\r\n  </clipPath>\r\n </defs>\r\n</svg>\r\n",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "source": [
    "df['Open'].plot(figsize=(16,6))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Maintenant, ajoutons une moyenne glissante ! Cette méthode de roulement (rolling) fournit des entrées de lignes, où chaque entrée est alors représentative de la période. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "                 Open       High        Low      Close        Volume  \\\n",
       "Date                                                                   \n",
       "2012-01-03        NaN        NaN        NaN        NaN           NaN   \n",
       "2012-01-04        NaN        NaN        NaN        NaN           NaN   \n",
       "2012-01-05        NaN        NaN        NaN        NaN           NaN   \n",
       "2012-01-06        NaN        NaN        NaN        NaN           NaN   \n",
       "2012-01-09        NaN        NaN        NaN        NaN           NaN   \n",
       "2012-01-10        NaN        NaN        NaN        NaN           NaN   \n",
       "2012-01-11  59.495714  59.895714  59.074285  59.440000  9.007414e+06   \n",
       "2012-01-12  59.469999  59.744285  59.007143  59.321429  8.231357e+06   \n",
       "2012-01-13  59.322857  59.638571  58.941428  59.297143  7.965071e+06   \n",
       "2012-01-17  59.397143  59.708571  59.105714  59.358572  7.355329e+06   \n",
       "2012-01-18  59.450000  59.791428  59.217143  59.502857  7.047043e+06   \n",
       "2012-01-19  59.578572  59.960000  59.335715  59.707143  7.412086e+06   \n",
       "2012-01-20  59.767143  60.180000  59.577143  59.988571  7.908014e+06   \n",
       "2012-01-23  60.017143  60.387143  59.787143  60.204285  8.017800e+06   \n",
       "2012-01-24  60.154286  60.672857  59.979999  60.474285  8.035857e+06   \n",
       "2012-01-25  60.440000  60.958572  60.270000  60.749999  7.776786e+06   \n",
       "2012-01-26  60.715714  61.205714  60.448571  60.910000  7.624814e+06   \n",
       "2012-01-27  60.868572  61.361429  60.575714  61.010000  7.678514e+06   \n",
       "2012-01-30  60.945715  61.445714  60.661428  61.108571  7.450271e+06   \n",
       "2012-01-31  61.057143  61.491429  60.648571  61.158571  7.362086e+06   \n",
       "\n",
       "            Adj Close  \n",
       "Date                   \n",
       "2012-01-03        NaN  \n",
       "2012-01-04        NaN  \n",
       "2012-01-05        NaN  \n",
       "2012-01-06        NaN  \n",
       "2012-01-09        NaN  \n",
       "2012-01-10        NaN  \n",
       "2012-01-11  51.842984  \n",
       "2012-01-12  51.739567  \n",
       "2012-01-13  51.718386  \n",
       "2012-01-17  51.771963  \n",
       "2012-01-18  51.897808  \n",
       "2012-01-19  52.075984  \n",
       "2012-01-20  52.321443  \n",
       "2012-01-23  52.509586  \n",
       "2012-01-24  52.745077  \n",
       "2012-01-25  52.985553  \n",
       "2012-01-26  53.125103  \n",
       "2012-01-27  53.212323  \n",
       "2012-01-30  53.298295  \n",
       "2012-01-31  53.341905  "
      ],
      "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>Open</th>\n      <th>High</th>\n      <th>Low</th>\n      <th>Close</th>\n      <th>Volume</th>\n      <th>Adj Close</th>\n    </tr>\n    <tr>\n      <th>Date</th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>2012-01-03</th>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>2012-01-04</th>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>2012-01-05</th>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>2012-01-06</th>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>2012-01-09</th>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>2012-01-10</th>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>2012-01-11</th>\n      <td>59.495714</td>\n      <td>59.895714</td>\n      <td>59.074285</td>\n      <td>59.440000</td>\n      <td>9.007414e+06</td>\n      <td>51.842984</td>\n    </tr>\n    <tr>\n      <th>2012-01-12</th>\n      <td>59.469999</td>\n      <td>59.744285</td>\n      <td>59.007143</td>\n      <td>59.321429</td>\n      <td>8.231357e+06</td>\n      <td>51.739567</td>\n    </tr>\n    <tr>\n      <th>2012-01-13</th>\n      <td>59.322857</td>\n      <td>59.638571</td>\n      <td>58.941428</td>\n      <td>59.297143</td>\n      <td>7.965071e+06</td>\n      <td>51.718386</td>\n    </tr>\n    <tr>\n      <th>2012-01-17</th>\n      <td>59.397143</td>\n      <td>59.708571</td>\n      <td>59.105714</td>\n      <td>59.358572</td>\n      <td>7.355329e+06</td>\n      <td>51.771963</td>\n    </tr>\n    <tr>\n      <th>2012-01-18</th>\n      <td>59.450000</td>\n      <td>59.791428</td>\n      <td>59.217143</td>\n      <td>59.502857</td>\n      <td>7.047043e+06</td>\n      <td>51.897808</td>\n    </tr>\n    <tr>\n      <th>2012-01-19</th>\n      <td>59.578572</td>\n      <td>59.960000</td>\n      <td>59.335715</td>\n      <td>59.707143</td>\n      <td>7.412086e+06</td>\n      <td>52.075984</td>\n    </tr>\n    <tr>\n      <th>2012-01-20</th>\n      <td>59.767143</td>\n      <td>60.180000</td>\n      <td>59.577143</td>\n      <td>59.988571</td>\n      <td>7.908014e+06</td>\n      <td>52.321443</td>\n    </tr>\n    <tr>\n      <th>2012-01-23</th>\n      <td>60.017143</td>\n      <td>60.387143</td>\n      <td>59.787143</td>\n      <td>60.204285</td>\n      <td>8.017800e+06</td>\n      <td>52.509586</td>\n    </tr>\n    <tr>\n      <th>2012-01-24</th>\n      <td>60.154286</td>\n      <td>60.672857</td>\n      <td>59.979999</td>\n      <td>60.474285</td>\n      <td>8.035857e+06</td>\n      <td>52.745077</td>\n    </tr>\n    <tr>\n      <th>2012-01-25</th>\n      <td>60.440000</td>\n      <td>60.958572</td>\n      <td>60.270000</td>\n      <td>60.749999</td>\n      <td>7.776786e+06</td>\n      <td>52.985553</td>\n    </tr>\n    <tr>\n      <th>2012-01-26</th>\n      <td>60.715714</td>\n      <td>61.205714</td>\n      <td>60.448571</td>\n      <td>60.910000</td>\n      <td>7.624814e+06</td>\n      <td>53.125103</td>\n    </tr>\n    <tr>\n      <th>2012-01-27</th>\n      <td>60.868572</td>\n      <td>61.361429</td>\n      <td>60.575714</td>\n      <td>61.010000</td>\n      <td>7.678514e+06</td>\n      <td>53.212323</td>\n    </tr>\n    <tr>\n      <th>2012-01-30</th>\n      <td>60.945715</td>\n      <td>61.445714</td>\n      <td>60.661428</td>\n      <td>61.108571</td>\n      <td>7.450271e+06</td>\n      <td>53.298295</td>\n    </tr>\n    <tr>\n      <th>2012-01-31</th>\n      <td>61.057143</td>\n      <td>61.491429</td>\n      <td>60.648571</td>\n      <td>61.158571</td>\n      <td>7.362086e+06</td>\n      <td>53.341905</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
     },
     "metadata": {},
     "execution_count": 5
    }
   ],
   "source": [
    "# Moyenne glissante sur 7 jours\n",
    "df.rolling(7).mean().head(20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='Date'>"
      ]
     },
     "metadata": {},
     "execution_count": 6
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": "<Figure size 432x288 with 1 Axes>",
      "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=\"252.024627pt\" version=\"1.1\" viewBox=\"0 0 368.925 252.024627\" width=\"368.925pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n <metadata>\r\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n   <cc:Work>\r\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n    <dc:date>2020-12-01T22:26:35.333014</dc:date>\r\n    <dc:format>image/svg+xml</dc:format>\r\n    <dc:creator>\r\n     <cc:Agent>\r\n      <dc:title>Matplotlib v3.3.1, https://matplotlib.org/</dc:title>\r\n     </cc:Agent>\r\n    </dc:creator>\r\n   </cc:Work>\r\n  </rdf:RDF>\r\n </metadata>\r\n <defs>\r\n  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n </defs>\r\n <g id=\"figure_1\">\r\n  <g id=\"patch_1\">\r\n   <path d=\"M -0 252.024627 \r\nL 368.925 252.024627 \r\nL 368.925 0 \r\nL -0 0 \r\nz\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 26.925 203.04 \r\nL 361.725 203.04 \r\nL 361.725 7.2 \r\nL 26.925 7.2 \r\nz\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\nL 0 3.5 \r\n\" id=\"m2c312a53f9\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n      </defs>\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"41.809267\" xlink:href=\"#m2c312a53f9\" y=\"203.04\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_1\">\r\n      <!-- 2012 -->\r\n      <g transform=\"translate(18.729076 229.34544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 19.1875 8.296875 \r\nL 53.609375 8.296875 \r\nL 53.609375 0 \r\nL 7.328125 0 \r\nL 7.328125 8.296875 \r\nQ 12.9375 14.109375 22.625 23.890625 \r\nQ 32.328125 33.6875 34.8125 36.53125 \r\nQ 39.546875 41.84375 41.421875 45.53125 \r\nQ 43.3125 49.21875 43.3125 52.78125 \r\nQ 43.3125 58.59375 39.234375 62.25 \r\nQ 35.15625 65.921875 28.609375 65.921875 \r\nQ 23.96875 65.921875 18.8125 64.3125 \r\nQ 13.671875 62.703125 7.8125 59.421875 \r\nL 7.8125 69.390625 \r\nQ 13.765625 71.78125 18.9375 73 \r\nQ 24.125 74.21875 28.421875 74.21875 \r\nQ 39.75 74.21875 46.484375 68.546875 \r\nQ 53.21875 62.890625 53.21875 53.421875 \r\nQ 53.21875 48.921875 51.53125 44.890625 \r\nQ 49.859375 40.875 45.40625 35.40625 \r\nQ 44.1875 33.984375 37.640625 27.21875 \r\nQ 31.109375 20.453125 19.1875 8.296875 \r\nz\r\n\" id=\"DejaVuSans-50\"/>\r\n        <path d=\"M 31.78125 66.40625 \r\nQ 24.171875 66.40625 20.328125 58.90625 \r\nQ 16.5 51.421875 16.5 36.375 \r\nQ 16.5 21.390625 20.328125 13.890625 \r\nQ 24.171875 6.390625 31.78125 6.390625 \r\nQ 39.453125 6.390625 43.28125 13.890625 \r\nQ 47.125 21.390625 47.125 36.375 \r\nQ 47.125 51.421875 43.28125 58.90625 \r\nQ 39.453125 66.40625 31.78125 66.40625 \r\nz\r\nM 31.78125 74.21875 \r\nQ 44.046875 74.21875 50.515625 64.515625 \r\nQ 56.984375 54.828125 56.984375 36.375 \r\nQ 56.984375 17.96875 50.515625 8.265625 \r\nQ 44.046875 -1.421875 31.78125 -1.421875 \r\nQ 19.53125 -1.421875 13.0625 8.265625 \r\nQ 6.59375 17.96875 6.59375 36.375 \r\nQ 6.59375 54.828125 13.0625 64.515625 \r\nQ 19.53125 74.21875 31.78125 74.21875 \r\nz\r\n\" id=\"DejaVuSans-48\"/>\r\n        <path d=\"M 12.40625 8.296875 \r\nL 28.515625 8.296875 \r\nL 28.515625 63.921875 \r\nL 10.984375 60.40625 \r\nL 10.984375 69.390625 \r\nL 28.421875 72.90625 \r\nL 38.28125 72.90625 \r\nL 38.28125 8.296875 \r\nL 54.390625 8.296875 \r\nL 54.390625 0 \r\nL 12.40625 0 \r\nz\r\n\" id=\"DejaVuSans-49\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-50\"/>\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=\"102.915735\" xlink:href=\"#m2c312a53f9\" y=\"203.04\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_2\">\r\n      <!-- 2013 -->\r\n      <g transform=\"translate(79.835544 229.34544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 40.578125 39.3125 \r\nQ 47.65625 37.796875 51.625 33 \r\nQ 55.609375 28.21875 55.609375 21.1875 \r\nQ 55.609375 10.40625 48.1875 4.484375 \r\nQ 40.765625 -1.421875 27.09375 -1.421875 \r\nQ 22.515625 -1.421875 17.65625 -0.515625 \r\nQ 12.796875 0.390625 7.625 2.203125 \r\nL 7.625 11.71875 \r\nQ 11.71875 9.328125 16.59375 8.109375 \r\nQ 21.484375 6.890625 26.8125 6.890625 \r\nQ 36.078125 6.890625 40.9375 10.546875 \r\nQ 45.796875 14.203125 45.796875 21.1875 \r\nQ 45.796875 27.640625 41.28125 31.265625 \r\nQ 36.765625 34.90625 28.71875 34.90625 \r\nL 20.21875 34.90625 \r\nL 20.21875 43.015625 \r\nL 29.109375 43.015625 \r\nQ 36.375 43.015625 40.234375 45.921875 \r\nQ 44.09375 48.828125 44.09375 54.296875 \r\nQ 44.09375 59.90625 40.109375 62.90625 \r\nQ 36.140625 65.921875 28.71875 65.921875 \r\nQ 24.65625 65.921875 20.015625 65.03125 \r\nQ 15.375 64.15625 9.8125 62.3125 \r\nL 9.8125 71.09375 \r\nQ 15.4375 72.65625 20.34375 73.4375 \r\nQ 25.25 74.21875 29.59375 74.21875 \r\nQ 40.828125 74.21875 47.359375 69.109375 \r\nQ 53.90625 64.015625 53.90625 55.328125 \r\nQ 53.90625 49.265625 50.4375 45.09375 \r\nQ 46.96875 40.921875 40.578125 39.3125 \r\nz\r\n\" id=\"DejaVuSans-51\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-51\"/>\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=\"163.855245\" xlink:href=\"#m2c312a53f9\" y=\"203.04\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_3\">\r\n      <!-- 2014 -->\r\n      <g transform=\"translate(140.775055 229.34544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 37.796875 64.3125 \r\nL 12.890625 25.390625 \r\nL 37.796875 25.390625 \r\nz\r\nM 35.203125 72.90625 \r\nL 47.609375 72.90625 \r\nL 47.609375 25.390625 \r\nL 58.015625 25.390625 \r\nL 58.015625 17.1875 \r\nL 47.609375 17.1875 \r\nL 47.609375 0 \r\nL 37.796875 0 \r\nL 37.796875 17.1875 \r\nL 4.890625 17.1875 \r\nL 4.890625 26.703125 \r\nz\r\n\" id=\"DejaVuSans-52\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" 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=\"224.794755\" xlink:href=\"#m2c312a53f9\" y=\"203.04\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_4\">\r\n      <!-- 2015 -->\r\n      <g transform=\"translate(201.714565 229.34544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 10.796875 72.90625 \r\nL 49.515625 72.90625 \r\nL 49.515625 64.59375 \r\nL 19.828125 64.59375 \r\nL 19.828125 46.734375 \r\nQ 21.96875 47.46875 24.109375 47.828125 \r\nQ 26.265625 48.1875 28.421875 48.1875 \r\nQ 40.625 48.1875 47.75 41.5 \r\nQ 54.890625 34.8125 54.890625 23.390625 \r\nQ 54.890625 11.625 47.5625 5.09375 \r\nQ 40.234375 -1.421875 26.90625 -1.421875 \r\nQ 22.3125 -1.421875 17.546875 -0.640625 \r\nQ 12.796875 0.140625 7.71875 1.703125 \r\nL 7.71875 11.625 \r\nQ 12.109375 9.234375 16.796875 8.0625 \r\nQ 21.484375 6.890625 26.703125 6.890625 \r\nQ 35.15625 6.890625 40.078125 11.328125 \r\nQ 45.015625 15.765625 45.015625 23.390625 \r\nQ 45.015625 31 40.078125 35.4375 \r\nQ 35.15625 39.890625 26.703125 39.890625 \r\nQ 22.75 39.890625 18.8125 39.015625 \r\nQ 14.890625 38.140625 10.796875 36.28125 \r\nz\r\n\" id=\"DejaVuSans-53\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" 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=\"285.734265\" xlink:href=\"#m2c312a53f9\" y=\"203.04\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_5\">\r\n      <!-- 2016 -->\r\n      <g transform=\"translate(262.654075 229.34544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 33.015625 40.375 \r\nQ 26.375 40.375 22.484375 35.828125 \r\nQ 18.609375 31.296875 18.609375 23.390625 \r\nQ 18.609375 15.53125 22.484375 10.953125 \r\nQ 26.375 6.390625 33.015625 6.390625 \r\nQ 39.65625 6.390625 43.53125 10.953125 \r\nQ 47.40625 15.53125 47.40625 23.390625 \r\nQ 47.40625 31.296875 43.53125 35.828125 \r\nQ 39.65625 40.375 33.015625 40.375 \r\nz\r\nM 52.59375 71.296875 \r\nL 52.59375 62.3125 \r\nQ 48.875 64.0625 45.09375 64.984375 \r\nQ 41.3125 65.921875 37.59375 65.921875 \r\nQ 27.828125 65.921875 22.671875 59.328125 \r\nQ 17.53125 52.734375 16.796875 39.40625 \r\nQ 19.671875 43.65625 24.015625 45.921875 \r\nQ 28.375 48.1875 33.59375 48.1875 \r\nQ 44.578125 48.1875 50.953125 41.515625 \r\nQ 57.328125 34.859375 57.328125 23.390625 \r\nQ 57.328125 12.15625 50.6875 5.359375 \r\nQ 44.046875 -1.421875 33.015625 -1.421875 \r\nQ 20.359375 -1.421875 13.671875 8.265625 \r\nQ 6.984375 17.96875 6.984375 36.375 \r\nQ 6.984375 53.65625 15.1875 63.9375 \r\nQ 23.390625 74.21875 37.203125 74.21875 \r\nQ 40.921875 74.21875 44.703125 73.484375 \r\nQ 48.484375 72.75 52.59375 71.296875 \r\nz\r\n\" id=\"DejaVuSans-54\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-54\"/>\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=\"346.840733\" xlink:href=\"#m2c312a53f9\" y=\"203.04\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_6\">\r\n      <!-- 2017 -->\r\n      <g transform=\"translate(323.760543 229.34544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 8.203125 72.90625 \r\nL 55.078125 72.90625 \r\nL 55.078125 68.703125 \r\nL 28.609375 0 \r\nL 18.3125 0 \r\nL 43.21875 64.59375 \r\nL 8.203125 64.59375 \r\nz\r\n\" id=\"DejaVuSans-55\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-55\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"text_7\">\r\n     <!-- Date -->\r\n     <g transform=\"translate(182.374219 242.74494)scale(0.1 -0.1)\">\r\n      <defs>\r\n       <path d=\"M 19.671875 64.796875 \r\nL 19.671875 8.109375 \r\nL 31.59375 8.109375 \r\nQ 46.6875 8.109375 53.6875 14.9375 \r\nQ 60.6875 21.78125 60.6875 36.53125 \r\nQ 60.6875 51.171875 53.6875 57.984375 \r\nQ 46.6875 64.796875 31.59375 64.796875 \r\nz\r\nM 9.8125 72.90625 \r\nL 30.078125 72.90625 \r\nQ 51.265625 72.90625 61.171875 64.09375 \r\nQ 71.09375 55.28125 71.09375 36.53125 \r\nQ 71.09375 17.671875 61.125 8.828125 \r\nQ 51.171875 0 30.078125 0 \r\nL 9.8125 0 \r\nz\r\n\" id=\"DejaVuSans-68\"/>\r\n       <path d=\"M 34.28125 27.484375 \r\nQ 23.390625 27.484375 19.1875 25 \r\nQ 14.984375 22.515625 14.984375 16.5 \r\nQ 14.984375 11.71875 18.140625 8.90625 \r\nQ 21.296875 6.109375 26.703125 6.109375 \r\nQ 34.1875 6.109375 38.703125 11.40625 \r\nQ 43.21875 16.703125 43.21875 25.484375 \r\nL 43.21875 27.484375 \r\nz\r\nM 52.203125 31.203125 \r\nL 52.203125 0 \r\nL 43.21875 0 \r\nL 43.21875 8.296875 \r\nQ 40.140625 3.328125 35.546875 0.953125 \r\nQ 30.953125 -1.421875 24.3125 -1.421875 \r\nQ 15.921875 -1.421875 10.953125 3.296875 \r\nQ 6 8.015625 6 15.921875 \r\nQ 6 25.140625 12.171875 29.828125 \r\nQ 18.359375 34.515625 30.609375 34.515625 \r\nL 43.21875 34.515625 \r\nL 43.21875 35.40625 \r\nQ 43.21875 41.609375 39.140625 45 \r\nQ 35.0625 48.390625 27.6875 48.390625 \r\nQ 23 48.390625 18.546875 47.265625 \r\nQ 14.109375 46.140625 10.015625 43.890625 \r\nL 10.015625 52.203125 \r\nQ 14.9375 54.109375 19.578125 55.046875 \r\nQ 24.21875 56 28.609375 56 \r\nQ 40.484375 56 46.34375 49.84375 \r\nQ 52.203125 43.703125 52.203125 31.203125 \r\nz\r\n\" id=\"DejaVuSans-97\"/>\r\n       <path d=\"M 18.3125 70.21875 \r\nL 18.3125 54.6875 \r\nL 36.8125 54.6875 \r\nL 36.8125 47.703125 \r\nL 18.3125 47.703125 \r\nL 18.3125 18.015625 \r\nQ 18.3125 11.328125 20.140625 9.421875 \r\nQ 21.96875 7.515625 27.59375 7.515625 \r\nL 36.8125 7.515625 \r\nL 36.8125 0 \r\nL 27.59375 0 \r\nQ 17.1875 0 13.234375 3.875 \r\nQ 9.28125 7.765625 9.28125 18.015625 \r\nL 9.28125 47.703125 \r\nL 2.6875 47.703125 \r\nL 2.6875 54.6875 \r\nL 9.28125 54.6875 \r\nL 9.28125 70.21875 \r\nz\r\n\" id=\"DejaVuSans-116\"/>\r\n       <path d=\"M 56.203125 29.59375 \r\nL 56.203125 25.203125 \r\nL 14.890625 25.203125 \r\nQ 15.484375 15.921875 20.484375 11.0625 \r\nQ 25.484375 6.203125 34.421875 6.203125 \r\nQ 39.59375 6.203125 44.453125 7.46875 \r\nQ 49.3125 8.734375 54.109375 11.28125 \r\nL 54.109375 2.78125 \r\nQ 49.265625 0.734375 44.1875 -0.34375 \r\nQ 39.109375 -1.421875 33.890625 -1.421875 \r\nQ 20.796875 -1.421875 13.15625 6.1875 \r\nQ 5.515625 13.8125 5.515625 26.8125 \r\nQ 5.515625 40.234375 12.765625 48.109375 \r\nQ 20.015625 56 32.328125 56 \r\nQ 43.359375 56 49.78125 48.890625 \r\nQ 56.203125 41.796875 56.203125 29.59375 \r\nz\r\nM 47.21875 32.234375 \r\nQ 47.125 39.59375 43.09375 43.984375 \r\nQ 39.0625 48.390625 32.421875 48.390625 \r\nQ 24.90625 48.390625 20.390625 44.140625 \r\nQ 15.875 39.890625 15.1875 32.171875 \r\nz\r\n\" id=\"DejaVuSans-101\"/>\r\n      </defs>\r\n      <use xlink:href=\"#DejaVuSans-68\"/>\r\n      <use x=\"77.001953\" xlink:href=\"#DejaVuSans-97\"/>\r\n      <use x=\"138.28125\" xlink:href=\"#DejaVuSans-116\"/>\r\n      <use x=\"177.490234\" 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_7\">\r\n      <defs>\r\n       <path d=\"M 0 0 \r\nL -3.5 0 \r\n\" id=\"m4594a0a64e\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n      </defs>\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m4594a0a64e\" y=\"201.329996\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_8\">\r\n      <!-- 55 -->\r\n      <g transform=\"translate(7.2 205.129215)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-53\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\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=\"26.925\" xlink:href=\"#m4594a0a64e\" y=\"175.460141\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_9\">\r\n      <!-- 60 -->\r\n      <g transform=\"translate(7.2 179.25936)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=\"ytick_3\">\r\n     <g id=\"line2d_9\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m4594a0a64e\" y=\"149.590286\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_10\">\r\n      <!-- 65 -->\r\n      <g transform=\"translate(7.2 153.389505)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-54\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\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=\"26.925\" xlink:href=\"#m4594a0a64e\" y=\"123.720431\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_11\">\r\n      <!-- 70 -->\r\n      <g transform=\"translate(7.2 127.51965)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-55\"/>\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_11\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m4594a0a64e\" y=\"97.850576\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_12\">\r\n      <!-- 75 -->\r\n      <g transform=\"translate(7.2 101.649795)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-55\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\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=\"26.925\" xlink:href=\"#m4594a0a64e\" y=\"71.980721\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_13\">\r\n      <!-- 80 -->\r\n      <g transform=\"translate(7.2 75.77994)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 31.78125 34.625 \r\nQ 24.75 34.625 20.71875 30.859375 \r\nQ 16.703125 27.09375 16.703125 20.515625 \r\nQ 16.703125 13.921875 20.71875 10.15625 \r\nQ 24.75 6.390625 31.78125 6.390625 \r\nQ 38.8125 6.390625 42.859375 10.171875 \r\nQ 46.921875 13.96875 46.921875 20.515625 \r\nQ 46.921875 27.09375 42.890625 30.859375 \r\nQ 38.875 34.625 31.78125 34.625 \r\nz\r\nM 21.921875 38.8125 \r\nQ 15.578125 40.375 12.03125 44.71875 \r\nQ 8.5 49.078125 8.5 55.328125 \r\nQ 8.5 64.0625 14.71875 69.140625 \r\nQ 20.953125 74.21875 31.78125 74.21875 \r\nQ 42.671875 74.21875 48.875 69.140625 \r\nQ 55.078125 64.0625 55.078125 55.328125 \r\nQ 55.078125 49.078125 51.53125 44.71875 \r\nQ 48 40.375 41.703125 38.8125 \r\nQ 48.828125 37.15625 52.796875 32.3125 \r\nQ 56.78125 27.484375 56.78125 20.515625 \r\nQ 56.78125 9.90625 50.3125 4.234375 \r\nQ 43.84375 -1.421875 31.78125 -1.421875 \r\nQ 19.734375 -1.421875 13.25 4.234375 \r\nQ 6.78125 9.90625 6.78125 20.515625 \r\nQ 6.78125 27.484375 10.78125 32.3125 \r\nQ 14.796875 37.15625 21.921875 38.8125 \r\nz\r\nM 18.3125 54.390625 \r\nQ 18.3125 48.734375 21.84375 45.5625 \r\nQ 25.390625 42.390625 31.78125 42.390625 \r\nQ 38.140625 42.390625 41.71875 45.5625 \r\nQ 45.3125 48.734375 45.3125 54.390625 \r\nQ 45.3125 60.0625 41.71875 63.234375 \r\nQ 38.140625 66.40625 31.78125 66.40625 \r\nQ 25.390625 66.40625 21.84375 63.234375 \r\nQ 18.3125 60.0625 18.3125 54.390625 \r\nz\r\n\" id=\"DejaVuSans-56\"/>\r\n       </defs>\r\n       <use xlink:href=\"#DejaVuSans-56\"/>\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_13\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m4594a0a64e\" y=\"46.110866\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_14\">\r\n      <!-- 85 -->\r\n      <g transform=\"translate(7.2 49.910084)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-56\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\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=\"26.925\" xlink:href=\"#m4594a0a64e\" y=\"20.241011\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_15\">\r\n      <!-- 90 -->\r\n      <g transform=\"translate(7.2 24.040229)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 10.984375 1.515625 \r\nL 10.984375 10.5 \r\nQ 14.703125 8.734375 18.5 7.8125 \r\nQ 22.3125 6.890625 25.984375 6.890625 \r\nQ 35.75 6.890625 40.890625 13.453125 \r\nQ 46.046875 20.015625 46.78125 33.40625 \r\nQ 43.953125 29.203125 39.59375 26.953125 \r\nQ 35.25 24.703125 29.984375 24.703125 \r\nQ 19.046875 24.703125 12.671875 31.3125 \r\nQ 6.296875 37.9375 6.296875 49.421875 \r\nQ 6.296875 60.640625 12.9375 67.421875 \r\nQ 19.578125 74.21875 30.609375 74.21875 \r\nQ 43.265625 74.21875 49.921875 64.515625 \r\nQ 56.59375 54.828125 56.59375 36.375 \r\nQ 56.59375 19.140625 48.40625 8.859375 \r\nQ 40.234375 -1.421875 26.421875 -1.421875 \r\nQ 22.703125 -1.421875 18.890625 -0.6875 \r\nQ 15.09375 0.046875 10.984375 1.515625 \r\nz\r\nM 30.609375 32.421875 \r\nQ 37.25 32.421875 41.125 36.953125 \r\nQ 45.015625 41.5 45.015625 49.421875 \r\nQ 45.015625 57.28125 41.125 61.84375 \r\nQ 37.25 66.40625 30.609375 66.40625 \r\nQ 23.96875 66.40625 20.09375 61.84375 \r\nQ 16.21875 57.28125 16.21875 49.421875 \r\nQ 16.21875 41.5 20.09375 36.953125 \r\nQ 23.96875 32.421875 30.609375 32.421875 \r\nz\r\n\" id=\"DejaVuSans-57\"/>\r\n       </defs>\r\n       <use xlink:href=\"#DejaVuSans-57\"/>\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=\"line2d_15\">\r\n    <path clip-path=\"url(#pe09ae2aaa3)\" d=\"M 42.143182 175.615355 \r\nL 42.310139 174.373613 \r\nL 42.477097 178.823233 \r\nL 42.644055 178.461055 \r\nL 43.144927 180.478898 \r\nL 43.311885 178.409305 \r\nL 43.478842 180.323669 \r\nL 43.6458 176.54667 \r\nL 43.812757 179.702797 \r\nL 44.480588 176.132763 \r\nL 44.647545 176.54667 \r\nL 44.814503 175.822319 \r\nL 44.98146 171.579663 \r\nL 45.482333 171.26922 \r\nL 45.649291 171.579663 \r\nL 45.983206 166.146999 \r\nL 46.150163 171.010521 \r\nL 46.651036 173.02837 \r\nL 46.817994 167.543971 \r\nL 46.984951 166.198728 \r\nL 47.151909 163.0426 \r\nL 47.318866 163.456528 \r\nL 47.986697 167.078313 \r\nL 48.153654 165.577857 \r\nL 48.320612 167.285257 \r\nL 48.988442 165.06047 \r\nL 49.155399 165.577857 \r\nL 49.322357 163.456528 \r\nL 49.489315 166.302213 \r\nL 49.656272 163.456528 \r\nL 50.49106 177.633199 \r\nL 50.658018 182.75544 \r\nL 50.824975 181.927605 \r\nL 51.325848 182.186298 \r\nL 51.492805 183.531541 \r\nL 51.82672 178.771478 \r\nL 51.993678 180.685842 \r\nL 52.494551 180.841076 \r\nL 52.828466 180.06497 \r\nL 52.995423 176.287977 \r\nL 53.162381 176.339706 \r\nL 53.663254 174.580577 \r\nL 53.830211 170.648348 \r\nL 53.997169 171.114006 \r\nL 54.164126 170.855312 \r\nL 54.331084 168.164842 \r\nL 54.998914 173.75272 \r\nL 55.165872 173.131849 \r\nL 55.332829 174.270128 \r\nL 55.499787 172.304014 \r\nL 56.00066 170.803557 \r\nL 56.167617 168.475291 \r\nL 56.334575 169.510064 \r\nL 56.501532 171.476184 \r\nL 56.66849 169.923992 \r\nL 57.169362 169.872242 \r\nL 57.33632 169.561819 \r\nL 57.670235 174.425342 \r\nL 58.338065 174.321862 \r\nL 58.505023 175.304927 \r\nL 58.671981 173.959684 \r\nL 58.838938 176.494941 \r\nL 59.005896 175.460141 \r\nL 59.506768 175.770585 \r\nL 59.840683 167.440491 \r\nL 60.007641 165.319163 \r\nL 60.174599 166.664385 \r\nL 60.675471 179.858006 \r\nL 60.842429 179.28889 \r\nL 61.009386 186.273741 \r\nL 61.176344 187.929411 \r\nL 61.343302 179.702797 \r\nL 61.844174 181.565427 \r\nL 62.011132 180.892806 \r\nL 62.178089 180.841076 \r\nL 62.345047 179.599313 \r\nL 62.512004 181.358463 \r\nL 63.012877 182.962404 \r\nL 63.179835 180.323669 \r\nL 63.346792 183.324577 \r\nL 63.51375 178.823233 \r\nL 63.680707 180.220184 \r\nL 64.18158 180.168455 \r\nL 64.348538 180.892806 \r\nL 64.515495 177.891913 \r\nL 64.682453 168.52702 \r\nL 64.84941 165.784821 \r\nL 65.350283 163.146085 \r\nL 65.684198 157.920385 \r\nL 65.851156 151.090743 \r\nL 66.685943 147.520687 \r\nL 67.186816 147.365479 \r\nL 67.687689 144.933702 \r\nL 68.021604 146.485914 \r\nL 68.188562 144.002387 \r\nL 68.355519 143.43325 \r\nL 68.856392 132.05053 \r\nL 69.023349 135.775794 \r\nL 69.190307 136.189722 \r\nL 69.357264 138.724957 \r\nL 69.524222 133.809659 \r\nL 70.025095 136.810573 \r\nL 70.192052 133.602736 \r\nL 70.35901 134.792724 \r\nL 70.525967 131.533138 \r\nL 71.193798 138.931916 \r\nL 71.360755 131.584851 \r\nL 71.527713 131.015751 \r\nL 71.69467 134.482301 \r\nL 71.861628 129.20483 \r\nL 72.362501 125.79003 \r\nL 72.529458 125.531311 \r\nL 73.030331 119.943417 \r\nL 73.531204 117.201217 \r\nL 73.698161 113.734667 \r\nL 73.865119 112.699888 \r\nL 74.032076 113.010311 \r\nL 74.699906 108.612446 \r\nL 75.200779 108.974624 \r\nL 75.367737 116.166438 \r\nL 76.035567 115.02816 \r\nL 76.369482 109.750725 \r\nL 76.53644 103.852403 \r\nL 77.20427 99.092319 \r\nL 77.371227 99.402783 \r\nL 77.538185 107.939804 \r\nL 77.705143 99.195819 \r\nL 78.206015 98.264504 \r\nL 78.53993 104.835426 \r\nL 78.706888 101.57584 \r\nL 78.873846 103.800653 \r\nL 79.374718 106.077169 \r\nL 79.541676 103.852403 \r\nL 79.708633 103.490184 \r\nL 79.875591 110.371575 \r\nL 80.543421 113.320739 \r\nL 80.710379 111.820282 \r\nL 80.877336 116.73558 \r\nL 81.044294 114.407268 \r\nL 81.211251 116.528616 \r\nL 81.712124 112.492924 \r\nL 81.879082 112.441174 \r\nL 82.046039 110.216361 \r\nL 82.212997 110.112903 \r\nL 82.379954 110.319867 \r\nL 83.047785 109.388547 \r\nL 83.214742 103.748898 \r\nL 83.3817 103.128011 \r\nL 83.548657 99.402783 \r\nL 84.216488 104.473254 \r\nL 84.383445 102.714119 \r\nL 84.550403 103.283261 \r\nL 84.71736 98.678432 \r\nL 85.218233 101.161912 \r\nL 85.38519 103.800653 \r\nL 85.552148 101.731054 \r\nL 85.719106 101.368876 \r\nL 85.886063 98.05754 \r\nL 86.386936 101.989768 \r\nL 86.553893 98.316213 \r\nL 86.720851 102.196691 \r\nL 86.887809 101.110162 \r\nL 87.054766 103.748898 \r\nL 87.555639 104.059326 \r\nL 87.722596 103.128011 \r\nL 87.889554 102.869333 \r\nL 88.223469 98.161004 \r\nL 88.724342 97.02272 \r\nL 88.891299 97.02272 \r\nL 89.058257 99.661455 \r\nL 89.225214 89.572233 \r\nL 89.392172 95.677518 \r\nL 89.893045 93.349206 \r\nL 90.060002 84.398262 \r\nL 90.393917 87.39917 \r\nL 90.560875 89.675691 \r\nL 91.061748 94.332276 \r\nL 91.228705 97.591862 \r\nL 91.395663 98.212754 \r\nL 91.56262 96.298369 \r\nL 91.729578 96.815797 \r\nL 92.564366 96.557083 \r\nL 92.731323 97.177975 \r\nL 92.898281 105.818496 \r\nL 93.399153 109.957647 \r\nL 93.733069 106.02546 \r\nL 93.900026 108.146768 \r\nL 94.066984 112.699888 \r\nL 94.567856 111.975532 \r\nL 94.901772 114.09684 \r\nL 95.235687 131.015751 \r\nL 95.736559 133.292267 \r\nL 95.903517 127.652659 \r\nL 96.070474 129.618753 \r\nL 96.905262 123.04783 \r\nL 97.07222 124.237818 \r\nL 97.239177 126.514381 \r\nL 97.573093 118.701674 \r\nL 98.073965 112.803347 \r\nL 98.240923 116.114688 \r\nL 98.40788 113.682917 \r\nL 98.574838 115.07991 \r\nL 98.741795 113.889876 \r\nL 99.242668 112.958561 \r\nL 99.409626 112.078996 \r\nL 99.743541 128.687438 \r\nL 99.910498 128.635688 \r\nL 100.411371 129.101366 \r\nL 100.578329 128.32526 \r\nL 100.745286 126.669594 \r\nL 100.912244 132.360952 \r\nL 101.079201 129.567003 \r\nL 101.580074 131.429637 \r\nL 101.913989 131.17096 \r\nL 102.080947 133.913159 \r\nL 102.748777 136.707109 \r\nL 103.24965 127.600909 \r\nL 103.416607 130.291359 \r\nL 103.91748 129.773967 \r\nL 104.084437 132.619666 \r\nL 104.251395 130.653531 \r\nL 104.418353 130.653531 \r\nL 104.58531 130.964001 \r\nL 105.086183 131.533138 \r\nL 105.25314 133.085308 \r\nL 105.587056 127.342195 \r\nL 105.754013 129.670508 \r\nL 106.421843 128.635688 \r\nL 106.922716 124.186068 \r\nL 107.423589 128.480474 \r\nL 107.590546 127.807873 \r\nL 107.757504 123.099539 \r\nL 107.924461 125.324352 \r\nL 108.091419 123.151289 \r\nL 108.592292 126.617844 \r\nL 108.926207 121.236909 \r\nL 109.093164 116.269902 \r\nL 109.260122 117.511681 \r\nL 109.760995 117.252967 \r\nL 109.927952 116.011225 \r\nL 110.261867 118.029073 \r\nL 110.428825 126.100453 \r\nL 111.096655 127.911337 \r\nL 111.263613 130.343109 \r\nL 111.43057 123.720431 \r\nL 111.597528 122.582152 \r\nL 112.0984 121.133445 \r\nL 112.432316 118.960388 \r\nL 112.599273 115.493838 \r\nL 112.766231 119.684739 \r\nL 113.267103 115.856011 \r\nL 113.434061 105.766746 \r\nL 113.601019 104.31804 \r\nL 113.934934 106.646311 \r\nL 114.435806 107.732881 \r\nL 114.602764 108.457232 \r\nL 114.769721 103.593689 \r\nL 114.936679 103.697148 \r\nL 115.103637 108.146768 \r\nL 115.604509 111.872032 \r\nL 115.771467 111.199431 \r\nL 115.938424 109.181583 \r\nL 116.105382 108.871119 \r\nL 116.27234 106.387638 \r\nL 116.773212 102.300196 \r\nL 116.94017 98.212754 \r\nL 117.107127 101.420626 \r\nL 117.274085 98.678432 \r\nL 117.941915 97.850576 \r\nL 118.27583 91.072684 \r\nL 118.609745 95.004876 \r\nL 119.110618 92.159218 \r\nL 119.444533 80.879956 \r\nL 119.611491 85.639999 \r\nL 120.279321 80.052105 \r\nL 120.446279 81.138634 \r\nL 120.780194 78.396434 \r\nL 120.947151 84.915648 \r\nL 121.448024 80.828206 \r\nL 121.614982 81.759521 \r\nL 121.781939 75.964663 \r\nL 121.948897 81.397348 \r\nL 122.115854 79.327749 \r\nL 122.616727 76.740764 \r\nL 122.950642 83.104769 \r\nL 123.1176 82.7943 \r\nL 123.284557 77.56862 \r\nL 123.78543 76.637305 \r\nL 123.952387 76.637305 \r\nL 124.286303 80.724742 \r\nL 124.45326 79.896891 \r\nL 124.954133 78.18947 \r\nL 125.12109 82.432127 \r\nL 125.288048 78.18947 \r\nL 125.455005 81.811276 \r\nL 125.621963 80.776456 \r\nL 126.122836 82.949555 \r\nL 126.456751 86.519569 \r\nL 126.790666 91.020934 \r\nL 127.458496 84.812184 \r\nL 127.792411 90.141369 \r\nL 127.959369 95.987941 \r\nL 128.460242 97.540148 \r\nL 128.627199 93.866634 \r\nL 128.794157 94.125312 \r\nL 128.961114 96.453619 \r\nL 129.128072 90.710511 \r\nL 129.628945 91.227898 \r\nL 129.795902 95.677518 \r\nL 129.96286 95.418804 \r\nL 130.129817 98.988855 \r\nL 130.797647 97.850576 \r\nL 130.964605 97.850576 \r\nL 131.131563 94.021848 \r\nL 131.465478 105.508069 \r\nL 131.96635 107.939804 \r\nL 132.133308 101.62759 \r\nL 132.300266 99.816669 \r\nL 132.467223 95.367054 \r\nL 132.634181 97.281434 \r\nL 133.135053 97.902326 \r\nL 133.302011 101.420626 \r\nL 133.468968 100.903198 \r\nL 133.802884 97.07447 \r\nL 134.303756 94.332276 \r\nL 134.470714 87.709598 \r\nL 134.637671 87.709598 \r\nL 134.804629 85.174362 \r\nL 134.971587 84.346506 \r\nL 135.472459 85.950427 \r\nL 135.639417 87.606098 \r\nL 135.806374 84.294756 \r\nL 135.973332 86.364355 \r\nL 136.140289 85.174362 \r\nL 136.80812 82.535627 \r\nL 136.975077 78.810363 \r\nL 137.142035 82.069949 \r\nL 137.308992 82.690841 \r\nL 137.809865 83.208228 \r\nL 137.976823 81.242134 \r\nL 138.14378 82.742591 \r\nL 138.310738 80.155605 \r\nL 138.477695 81.03517 \r\nL 138.978568 79.120785 \r\nL 139.145526 79.431249 \r\nL 139.312483 86.674778 \r\nL 139.479441 84.863898 \r\nL 139.646398 86.416105 \r\nL 140.147271 89.779191 \r\nL 140.314229 86.623069 \r\nL 140.481186 88.485699 \r\nL 140.648144 100.644525 \r\nL 140.815101 102.403655 \r\nL 141.315974 103.645439 \r\nL 141.649889 107.370662 \r\nL 141.816847 104.007612 \r\nL 141.983804 104.835426 \r\nL 142.484677 104.887182 \r\nL 142.651634 109.854189 \r\nL 142.818592 109.957647 \r\nL 142.98555 111.561609 \r\nL 143.152507 110.061153 \r\nL 143.820337 105.714996 \r\nL 143.987295 109.750725 \r\nL 144.154252 109.026374 \r\nL 144.32121 109.750725 \r\nL 144.822083 108.974624 \r\nL 145.155998 103.024547 \r\nL 145.322955 102.093232 \r\nL 145.489913 102.351946 \r\nL 145.990786 98.367963 \r\nL 146.157743 98.678432 \r\nL 146.324701 97.02272 \r\nL 146.491658 90.089619 \r\nL 146.658616 91.020934 \r\nL 147.159489 95.832732 \r\nL 147.326446 90.607006 \r\nL 147.493404 93.142242 \r\nL 147.827319 101.058453 \r\nL 148.328192 101.57584 \r\nL 148.662107 106.180674 \r\nL 148.829064 105.456318 \r\nL 148.996022 108.146768 \r\nL 149.496894 111.199431 \r\nL 149.663852 114.148595 \r\nL 150.164725 99.868419 \r\nL 150.665597 101.265417 \r\nL 150.832555 100.799739 \r\nL 150.999513 98.833641 \r\nL 151.333428 93.711384 \r\nL 151.8343 94.125312 \r\nL 152.001258 95.625768 \r\nL 152.168215 91.74529 \r\nL 152.335173 92.521391 \r\nL 152.502131 90.76222 \r\nL 153.003003 91.848749 \r\nL 153.169961 86.209141 \r\nL 153.336918 86.105677 \r\nL 153.503876 88.123526 \r\nL 154.171706 86.364355 \r\nL 154.338664 88.485699 \r\nL 154.672579 81.345598 \r\nL 154.839536 84.967398 \r\nL 155.340409 83.053014 \r\nL 155.507367 77.930798 \r\nL 155.841282 83.622156 \r\nL 156.008239 77.51687 \r\nL 156.67607 75.602485 \r\nL 156.843027 75.550771 \r\nL 157.009985 78.499935 \r\nL 157.176942 77.827292 \r\nL 157.844773 69.704163 \r\nL 158.01173 69.135021 \r\nL 158.345645 65.927185 \r\nL 158.846518 67.375892 \r\nL 159.013476 65.720221 \r\nL 159.514348 73.481178 \r\nL 160.015221 70.738978 \r\nL 160.349136 76.637305 \r\nL 160.516094 76.58555 \r\nL 160.683051 78.551648 \r\nL 161.183924 81.03517 \r\nL 161.517839 86.053927 \r\nL 161.684797 84.036084 \r\nL 161.851754 86.053927 \r\nL 162.519584 82.587377 \r\nL 162.853499 82.018235 \r\nL 163.020457 79.224291 \r\nL 163.52133 79.172535 \r\nL 163.688287 78.913821 \r\nL 164.022202 78.603399 \r\nL 164.18916 78.137757 \r\nL 164.690033 77.879043 \r\nL 164.85699 81.449098 \r\nL 165.023948 79.741677 \r\nL 165.357863 80.724742 \r\nL 166.025693 85.122612 \r\nL 166.192651 82.535627 \r\nL 166.526566 88.89959 \r\nL 167.361354 92.262677 \r\nL 167.528311 98.678432 \r\nL 167.695269 99.247533 \r\nL 168.196141 102.351946 \r\nL 168.363099 101.679304 \r\nL 168.530057 96.350119 \r\nL 168.863972 103.438475 \r\nL 169.364844 102.041482 \r\nL 169.531802 109.905939 \r\nL 169.69876 111.975532 \r\nL 169.865717 108.353732 \r\nL 170.032675 107.939804 \r\nL 170.533547 105.145896 \r\nL 171.03442 99.506247 \r\nL 171.201378 95.780977 \r\nL 171.869208 95.31534 \r\nL 172.036165 97.798826 \r\nL 172.203123 107.939804 \r\nL 172.370081 107.215453 \r\nL 172.870953 106.956775 \r\nL 173.037911 107.267203 \r\nL 173.371826 98.988855 \r\nL 173.538783 100.541025 \r\nL 174.039656 100.489311 \r\nL 174.206614 99.040605 \r\nL 174.373571 96.194905 \r\nL 174.540529 98.574927 \r\nL 174.707486 98.05754 \r\nL 175.208359 100.334097 \r\nL 175.542274 98.626682 \r\nL 175.709232 94.177062 \r\nL 175.876189 99.557997 \r\nL 176.377062 101.47234 \r\nL 176.54402 99.609705 \r\nL 176.710977 100.127133 \r\nL 176.877935 102.921083 \r\nL 177.044892 93.245747 \r\nL 177.545765 91.590076 \r\nL 177.712723 88.123526 \r\nL 177.87968 87.088706 \r\nL 178.046638 90.710511 \r\nL 178.213595 91.331362 \r\nL 178.714468 90.865725 \r\nL 178.881425 88.744377 \r\nL 179.048383 89.675691 \r\nL 179.382298 84.50172 \r\nL 180.050128 87.036997 \r\nL 180.217086 81.293884 \r\nL 180.384044 82.587377 \r\nL 180.551001 88.640913 \r\nL 181.218831 87.34742 \r\nL 181.385789 85.898713 \r\nL 181.552746 87.088706 \r\nL 182.387534 84.812184 \r\nL 182.888407 80.724742 \r\nL 183.38928 77.879043 \r\nL 183.556237 72.808577 \r\nL 183.723195 74.10207 \r\nL 183.890152 73.377677 \r\nL 184.05711 74.05032 \r\nL 184.557983 77.879043 \r\nL 184.891898 83.104769 \r\nL 185.058855 82.328663 \r\nL 185.225813 79.638213 \r\nL 185.893643 76.275127 \r\nL 186.060601 76.895978 \r\nL 186.227558 91.227898 \r\nL 186.394516 87.502634 \r\nL 186.895388 86.933492 \r\nL 187.229304 92.987033 \r\nL 187.563219 94.953162 \r\nL 188.231049 94.177062 \r\nL 188.398007 95.884482 \r\nL 188.731922 92.366177 \r\nL 189.399752 88.847877 \r\nL 189.566709 89.572233 \r\nL 189.900625 85.122612 \r\nL 190.401497 87.140456 \r\nL 190.735412 89.830905 \r\nL 191.069328 94.384026 \r\nL 191.5702 97.281434 \r\nL 191.737158 96.350119 \r\nL 191.904115 97.643612 \r\nL 192.071073 93.297497 \r\nL 192.23803 91.848749 \r\nL 192.738903 94.953162 \r\nL 192.905861 92.521391 \r\nL 193.239776 95.160126 \r\nL 193.406733 98.885355 \r\nL 193.907606 95.780977 \r\nL 194.074564 96.453619 \r\nL 194.241521 96.505333 \r\nL 194.408479 94.694448 \r\nL 195.076309 94.280526 \r\nL 195.243267 92.210968 \r\nL 195.410224 88.692663 \r\nL 195.577182 87.968271 \r\nL 195.744139 88.175235 \r\nL 196.245012 86.830033 \r\nL 196.41197 89.779191 \r\nL 196.578927 88.020021 \r\nL 196.745885 89.675691 \r\nL 197.413715 88.744377 \r\nL 197.580672 88.33049 \r\nL 197.74763 89.417019 \r\nL 197.914588 89.158305 \r\nL 198.081545 91.69354 \r\nL 198.749375 96.764047 \r\nL 198.916333 93.297497 \r\nL 199.250248 106.542847 \r\nL 199.751121 106.232424 \r\nL 200.085036 107.215453 \r\nL 200.251993 101.265417 \r\nL 200.418951 102.714119 \r\nL 200.919824 101.52409 \r\nL 201.086781 101.420626 \r\nL 201.253739 101.62759 \r\nL 201.420696 103.593689 \r\nL 201.587654 99.661455 \r\nL 202.088527 102.248441 \r\nL 202.255484 98.833641 \r\nL 202.422442 98.730141 \r\nL 202.589399 97.540148 \r\nL 202.756357 93.814884 \r\nL 203.25723 93.038783 \r\nL 203.424187 93.55617 \r\nL 203.591145 95.21184 \r\nL 203.758102 95.418804 \r\nL 203.92506 93.970098 \r\nL 204.59289 95.677518 \r\nL 204.926805 91.848749 \r\nL 205.093763 89.986155 \r\nL 205.594635 86.830033 \r\nL 205.761593 89.779191 \r\nL 205.928551 88.589163 \r\nL 206.262466 92.831819 \r\nL 206.763338 93.814884 \r\nL 206.930296 94.53924 \r\nL 207.097254 90.81397 \r\nL 207.264211 91.072684 \r\nL 207.932041 88.589163 \r\nL 208.265956 94.073562 \r\nL 208.432914 87.864812 \r\nL 208.599872 91.383112 \r\nL 209.267702 92.469641 \r\nL 209.434659 90.037869 \r\nL 209.601617 91.590076 \r\nL 209.768575 89.727441 \r\nL 210.269447 87.24392 \r\nL 210.436405 87.34742 \r\nL 210.603362 85.381285 \r\nL 210.77032 81.759521 \r\nL 210.937277 82.690841 \r\nL 211.43815 82.173449 \r\nL 211.772065 84.50172 \r\nL 211.939023 107.008489 \r\nL 212.10598 102.093232 \r\nL 212.606853 102.300196 \r\nL 212.940768 90.244833 \r\nL 213.107726 90.76222 \r\nL 213.274683 92.004004 \r\nL 213.775556 90.969184 \r\nL 213.942514 89.417019 \r\nL 214.109471 89.830905 \r\nL 214.276429 91.79704 \r\nL 214.443386 88.071776 \r\nL 214.944259 90.865725 \r\nL 215.111217 90.141369 \r\nL 215.278174 83.001264 \r\nL 215.445132 81.552557 \r\nL 215.612089 83.156519 \r\nL 216.112962 79.224291 \r\nL 216.279919 75.085093 \r\nL 216.446877 78.034257 \r\nL 216.780792 58.631865 \r\nL 217.281665 58.631865 \r\nL 217.782538 47.09393 \r\nL 217.949495 44.351736 \r\nL 218.450368 46.886972 \r\nL 218.617325 43.52388 \r\nL 218.784283 46.628252 \r\nL 219.118198 40.00558 \r\nL 219.619071 37.21163 \r\nL 219.952986 41.195609 \r\nL 220.119943 50.612236 \r\nL 220.286901 47.09393 \r\nL 220.787774 50.508731 \r\nL 220.954731 53.095716 \r\nL 221.121689 51.647015 \r\nL 221.288646 55.424029 \r\nL 221.455604 53.768358 \r\nL 221.956477 49.939594 \r\nL 222.290392 55.010101 \r\nL 222.624307 39.591652 \r\nL 223.12518 44.455195 \r\nL 223.292137 37.366844 \r\nL 223.459095 35.918138 \r\nL 223.79301 40.00558 \r\nL 224.46084 38.246445 \r\nL 224.627798 35.348996 \r\nL 224.961713 39.539938 \r\nL 225.462585 42.385601 \r\nL 225.629543 41.040359 \r\nL 225.796501 36.901202 \r\nL 226.130416 18.58534 \r\nL 226.631288 23.552347 \r\nL 226.798246 16.101818 \r\nL 226.965203 32.399832 \r\nL 227.132161 35.762924 \r\nL 227.299119 34.728145 \r\nL 227.966949 36.694238 \r\nL 228.133906 40.419508 \r\nL 228.467822 28.415895 \r\nL 229.135652 29.140246 \r\nL 229.302609 30.485489 \r\nL 229.469567 35.400746 \r\nL 229.636524 36.901202 \r\nL 230.137397 47.197394 \r\nL 230.304355 41.816459 \r\nL 230.471312 40.367753 \r\nL 230.63827 35.193782 \r\nL 230.805227 34.417681 \r\nL 231.3061 35.918138 \r\nL 231.473058 37.729017 \r\nL 231.640015 37.677308 \r\nL 231.806973 38.039481 \r\nL 231.97393 41.764751 \r\nL 232.641761 43.886058 \r\nL 232.808718 41.143859 \r\nL 233.142633 57.855764 \r\nL 233.643506 49.266993 \r\nL 233.977421 48.02525 \r\nL 234.144379 52.060943 \r\nL 234.311336 52.733543 \r\nL 234.812209 51.647015 \r\nL 235.480039 57.441873 \r\nL 235.980912 58.580157 \r\nL 236.314827 62.564094 \r\nL 236.481785 67.789815 \r\nL 236.648742 61.891493 \r\nL 237.149615 59.304507 \r\nL 237.316572 56.562272 \r\nL 237.48353 61.736243 \r\nL 237.650487 59.925358 \r\nL 237.817445 62.512343 \r\nL 238.318318 55.527493 \r\nL 238.485275 55.475743 \r\nL 238.652233 55.993171 \r\nL 238.81919 67.168928 \r\nL 238.986148 62.408885 \r\nL 239.487021 63.184986 \r\nL 239.653978 59.614935 \r\nL 239.820936 60.184072 \r\nL 239.987893 68.203706 \r\nL 240.655724 69.600699 \r\nL 240.822681 66.341113 \r\nL 240.989639 69.962877 \r\nL 241.156596 67.634606 \r\nL 241.323554 67.531101 \r\nL 241.991384 70.480264 \r\nL 242.158342 68.979807 \r\nL 242.492257 77.46512 \r\nL 242.993129 80.310819 \r\nL 243.160087 79.172535 \r\nL 243.327045 83.725619 \r\nL 243.66096 75.188598 \r\nL 244.161832 73.17075 \r\nL 244.32879 74.77467 \r\nL 244.662705 83.208228 \r\nL 244.829663 81.293884 \r\nL 245.330535 77.258156 \r\nL 245.497493 77.102942 \r\nL 245.66445 82.742591 \r\nL 245.831408 83.725619 \r\nL 245.998366 79.224291 \r\nL 246.499238 80.672992 \r\nL 246.666196 82.225199 \r\nL 246.833153 76.223377 \r\nL 247.000111 80.414278 \r\nL 247.167069 78.655149 \r\nL 247.667941 75.240307 \r\nL 248.168814 93.711384 \r\nL 248.335771 91.641826 \r\nL 249.003602 93.866634 \r\nL 249.170559 97.798826 \r\nL 249.337517 97.488398 \r\nL 249.504474 98.781891 \r\nL 250.005347 99.454497 \r\nL 250.172305 100.230597 \r\nL 250.339262 99.402783 \r\nL 251.17405 105.97371 \r\nL 251.341008 109.750725 \r\nL 251.507965 109.698975 \r\nL 251.674923 107.008489 \r\nL 251.84188 109.543761 \r\nL 252.342753 112.33771 \r\nL 252.509711 112.23421 \r\nL 252.676668 110.112903 \r\nL 253.010583 109.233297 \r\nL 253.511456 108.301982 \r\nL 253.678413 108.76766 \r\nL 254.179286 113.579453 \r\nL 254.680159 114.407268 \r\nL 254.847116 114.355554 \r\nL 255.014074 115.442088 \r\nL 255.181032 113.269025 \r\nL 255.848862 116.580367 \r\nL 256.182777 106.646311 \r\nL 256.349734 104.731968 \r\nL 256.516692 107.78459 \r\nL 257.017565 105.559782 \r\nL 257.184522 103.128011 \r\nL 257.35148 105.145896 \r\nL 257.518437 103.179761 \r\nL 257.685395 104.36979 \r\nL 258.186268 106.387638 \r\nL 258.520183 109.336797 \r\nL 258.68714 107.83634 \r\nL 258.854098 110.630289 \r\nL 259.354971 116.580367 \r\nL 259.521928 115.804261 \r\nL 259.688886 112.078996 \r\nL 259.855843 113.217275 \r\nL 260.022801 111.095931 \r\nL 260.523674 114.200345 \r\nL 260.690631 111.199431 \r\nL 260.857589 111.354645 \r\nL 261.024546 106.387638 \r\nL 261.191504 109.698975 \r\nL 261.859334 117.252967 \r\nL 262.026292 115.804261 \r\nL 262.193249 111.30289 \r\nL 262.360207 111.820282 \r\nL 262.861079 114.252054 \r\nL 263.194995 129.567003 \r\nL 263.361952 133.654445 \r\nL 263.52891 134.53401 \r\nL 264.029782 156.109479 \r\nL 264.19674 147.262015 \r\nL 264.363697 153.574228 \r\nL 264.697613 143.950678 \r\nL 265.198485 150.521601 \r\nL 265.365443 155.799057 \r\nL 265.5324 151.711635 \r\nL 265.699358 151.038993 \r\nL 265.866316 154.402079 \r\nL 266.534146 148.400257 \r\nL 266.701103 139.966695 \r\nL 266.868061 154.402079 \r\nL 267.035018 153.832942 \r\nL 267.535891 151.401166 \r\nL 267.702849 152.280736 \r\nL 268.036764 151.142493 \r\nL 268.203721 156.05775 \r\nL 268.704594 156.05775 \r\nL 268.871552 158.748215 \r\nL 269.038509 156.212964 \r\nL 269.205467 158.075593 \r\nL 269.372424 154.402079 \r\nL 269.873297 156.833856 \r\nL 270.040255 156.05775 \r\nL 270.37417 150.832029 \r\nL 270.541127 156.006021 \r\nL 271.208958 146.796337 \r\nL 271.542873 143.226286 \r\nL 271.70983 139.552772 \r\nL 272.37766 141.208438 \r\nL 272.544618 141.260188 \r\nL 272.711576 177.012327 \r\nL 273.379406 181.720641 \r\nL 273.546363 181.358463 \r\nL 273.713321 181.668912 \r\nL 273.880279 180.944556 \r\nL 274.047236 179.651063 \r\nL 274.715066 185.756354 \r\nL 274.882024 187.567233 \r\nL 275.048981 187.25679 \r\nL 275.215939 187.205055 \r\nL 275.716812 189.481598 \r\nL 275.883769 188.032891 \r\nL 276.050727 182.80717 \r\nL 276.217684 183.169368 \r\nL 276.384642 181.04804 \r\nL 277.052472 184.204147 \r\nL 277.21943 183.221098 \r\nL 277.553345 192.327276 \r\nL 278.054218 194.138182 \r\nL 278.221175 178.874962 \r\nL 278.55509 169.665299 \r\nL 278.722048 170.38965 \r\nL 279.389878 175.718835 \r\nL 279.556836 175.460141 \r\nL 279.890751 173.183599 \r\nL 280.391623 176.132763 \r\nL 280.725539 182.651956 \r\nL 280.892496 182.238048 \r\nL 281.059454 180.375419 \r\nL 281.560326 177.684949 \r\nL 281.727284 175.097963 \r\nL 281.894242 179.28889 \r\nL 282.228157 180.375419 \r\nL 282.729029 179.081926 \r\nL 282.895987 172.148805 \r\nL 283.062944 174.890999 \r\nL 283.229902 173.75272 \r\nL 283.39686 180.99629 \r\nL 283.897732 181.565427 \r\nL 284.231647 170.28617 \r\nL 284.398605 171.424449 \r\nL 285.066435 172.459228 \r\nL 285.40035 166.871349 \r\nL 285.567308 168.578749 \r\nL 286.235138 172.873156 \r\nL 286.402096 164.956985 \r\nL 286.736011 160.093442 \r\nL 286.902968 149.176358 \r\nL 287.403841 156.006021 \r\nL 287.570799 152.798164 \r\nL 287.737756 156.161229 \r\nL 287.904714 165.112199 \r\nL 288.071671 167.440491 \r\nL 288.739502 163.818706 \r\nL 288.906459 166.146999 \r\nL 289.073417 170.38965 \r\nL 289.240374 162.835657 \r\nL 289.741247 161.076507 \r\nL 290.075162 154.24687 \r\nL 290.24212 154.609043 \r\nL 290.409077 150.883779 \r\nL 290.90995 144.881952 \r\nL 291.076907 137.690137 \r\nL 291.243865 137.638423 \r\nL 291.410823 145.658058 \r\nL 291.57778 139.966695 \r\nL 292.078653 141.82933 \r\nL 292.24561 147.055051 \r\nL 292.412568 143.43325 \r\nL 292.579526 149.486822 \r\nL 292.746483 146.899837 \r\nL 293.414313 141.260188 \r\nL 293.581271 143.898928 \r\nL 293.748228 156.109479 \r\nL 293.915186 155.333399 \r\nL 294.416059 151.349416 \r\nL 294.583016 145.244171 \r\nL 294.749974 143.43325 \r\nL 295.083889 133.654445 \r\nL 295.584762 141.156729 \r\nL 295.751719 141.053224 \r\nL 296.085634 144.675029 \r\nL 296.753465 141.208438 \r\nL 296.920422 135.46533 \r\nL 297.08738 135.154902 \r\nL 297.254337 136.396644 \r\nL 297.421295 135.258402 \r\nL 298.089125 139.242344 \r\nL 298.256083 134.378801 \r\nL 298.42304 134.999688 \r\nL 298.589998 136.758822 \r\nL 299.09087 139.08713 \r\nL 299.257828 134.068373 \r\nL 299.424786 134.016623 \r\nL 299.591743 137.017537 \r\nL 300.259573 134.430551 \r\nL 300.593489 132.360952 \r\nL 300.760446 130.187895 \r\nL 300.927404 133.964909 \r\nL 301.428276 128.894402 \r\nL 301.595234 128.739188 \r\nL 301.762191 130.446609 \r\nL 301.929149 129.773967 \r\nL 302.096107 132.464452 \r\nL 302.596979 134.016623 \r\nL 302.763937 136.293181 \r\nL 302.930894 128.842652 \r\nL 303.097852 128.118296 \r\nL 303.26481 129.20483 \r\nL 303.765682 128.635688 \r\nL 303.93264 124.80696 \r\nL 304.099597 124.962174 \r\nL 304.266555 126.46263 \r\nL 304.433512 129.825717 \r\nL 304.934385 131.222673 \r\nL 305.101343 125.272638 \r\nL 305.2683 126.359167 \r\nL 305.602215 130.291359 \r\nL 306.103088 141.208438 \r\nL 306.270046 139.966695 \r\nL 306.437003 140.01845 \r\nL 306.603961 139.397558 \r\nL 306.770918 139.707981 \r\nL 307.438749 129.30833 \r\nL 307.772664 141.570616 \r\nL 307.939621 141.932793 \r\nL 308.440494 150.314637 \r\nL 308.607452 144.105887 \r\nL 308.774409 159.834749 \r\nL 308.941367 133.550986 \r\nL 309.108324 127.186981 \r\nL 309.776154 125.531311 \r\nL 310.11007 120.150381 \r\nL 310.277027 119.270811 \r\nL 311.111815 121.133445 \r\nL 311.278773 121.133445 \r\nL 311.44573 120.771268 \r\nL 311.946603 115.856011 \r\nL 312.280518 119.322566 \r\nL 312.447475 116.683825 \r\nL 312.614433 118.54646 \r\nL 313.115306 118.54646 \r\nL 313.282263 120.305589 \r\nL 313.449221 117.511681 \r\nL 313.616178 118.54646 \r\nL 313.783136 118.287746 \r\nL 314.284009 116.942539 \r\nL 314.450966 118.805174 \r\nL 314.784881 112.33771 \r\nL 314.951839 120.874731 \r\nL 315.452712 115.235124 \r\nL 315.619669 114.614232 \r\nL 315.786627 115.286874 \r\nL 316.120542 107.525917 \r\nL 316.788372 109.492011 \r\nL 317.122287 104.421504 \r\nL 317.289245 103.955862 \r\nL 317.790117 104.731968 \r\nL 317.957075 105.301105 \r\nL 318.124033 106.905025 \r\nL 318.457948 103.128011 \r\nL 318.95882 104.887182 \r\nL 319.125778 104.887182 \r\nL 319.292736 103.645439 \r\nL 319.459693 105.97371 \r\nL 319.626651 104.26629 \r\nL 320.127523 105.352818 \r\nL 320.294481 104.525004 \r\nL 320.461438 104.783676 \r\nL 320.628396 107.474167 \r\nL 320.795354 107.318953 \r\nL 321.296226 109.181583 \r\nL 321.463184 104.576754 \r\nL 321.630141 108.198518 \r\nL 321.797099 109.233297 \r\nL 321.964057 105.818496 \r\nL 322.464929 103.024547 \r\nL 322.631887 106.335883 \r\nL 322.798844 105.249354 \r\nL 322.965802 100.437561 \r\nL 323.132759 104.059326 \r\nL 323.633632 104.007612 \r\nL 323.967547 113.424239 \r\nL 324.301462 102.50716 \r\nL 324.969293 108.76766 \r\nL 325.13625 113.527703 \r\nL 325.303208 111.458104 \r\nL 325.470165 116.425111 \r\nL 325.971038 117.822109 \r\nL 326.137996 116.476861 \r\nL 326.304953 116.166438 \r\nL 326.471911 115.597296 \r\nL 326.638868 108.250268 \r\nL 327.306698 109.440261 \r\nL 327.473656 108.198518 \r\nL 327.807571 116.890789 \r\nL 328.308444 119.632989 \r\nL 328.475401 114.200345 \r\nL 328.809317 116.062938 \r\nL 328.976274 111.716818 \r\nL 329.477147 110.061153 \r\nL 329.644104 112.596383 \r\nL 329.811062 112.441174 \r\nL 330.144977 110.268117 \r\nL 330.64585 111.768568 \r\nL 330.812807 113.734667 \r\nL 330.979765 112.23421 \r\nL 331.146722 115.597296 \r\nL 331.31368 115.959474 \r\nL 331.98151 113.372489 \r\nL 332.315425 115.07991 \r\nL 332.482383 127.549159 \r\nL 332.983256 130.187895 \r\nL 333.150213 134.327087 \r\nL 333.317171 135.413616 \r\nL 333.484128 138.259279 \r\nL 333.651086 131.895316 \r\nL 334.151959 130.705282 \r\nL 334.318916 131.11921 \r\nL 334.485874 127.756123 \r\nL 334.652831 128.997866 \r\nL 334.819789 132.309244 \r\nL 335.320661 130.860495 \r\nL 335.821534 125.79003 \r\nL 335.988492 124.75521 \r\nL 336.489364 123.410003 \r\nL 336.656322 123.823895 \r\nL 336.82328 127.859623 \r\nL 336.990237 125.634816 \r\nL 337.157195 125.220888 \r\nL 337.658067 125.686524 \r\nL 337.825025 125.220888 \r\nL 337.991982 127.342195 \r\nL 338.15894 117.252967 \r\nL 338.325898 117.977318 \r\nL 338.82677 117.718604 \r\nL 338.993728 119.632989 \r\nL 339.160685 114.665982 \r\nL 339.327643 128.480474 \r\nL 339.995473 131.274424 \r\nL 340.329388 122.582152 \r\nL 340.663303 117.977318 \r\nL 341.164176 118.908638 \r\nL 341.331134 116.580367 \r\nL 341.665049 122.426938 \r\nL 341.832006 120.719517 \r\nL 342.332879 119.063847 \r\nL 342.499837 123.668681 \r\nL 342.666794 124.082609 \r\nL 342.833752 121.236909 \r\nL 343.000709 122.323474 \r\nL 343.501582 123.358253 \r\nL 343.66854 115.07991 \r\nL 343.835497 113.889876 \r\nL 344.002455 117.408181 \r\nL 344.169412 118.184282 \r\nL 344.670285 119.374316 \r\nL 344.837243 114.769446 \r\nL 345.0042 115.131618 \r\nL 345.171158 117.304717 \r\nL 345.338115 126.669594 \r\nL 346.005945 127.342195 \r\nL 346.172903 124.030859 \r\nL 346.339861 127.807873 \r\nL 346.506818 128.27351 \r\nL 346.506818 128.27351 \r\n\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n   </g>\r\n   <g id=\"line2d_16\">\r\n    <path clip-path=\"url(#pe09ae2aaa3)\" d=\"M 49.155399 171.334762 \r\nL 49.489315 170.686291 \r\nL 49.656272 170.158546 \r\nL 50.324102 169.974008 \r\nL 51.82672 170.888076 \r\nL 51.993678 171.164021 \r\nL 52.494551 171.44169 \r\nL 52.995423 172.333338 \r\nL 53.162381 172.486832 \r\nL 53.997169 172.592036 \r\nL 54.331084 172.94559 \r\nL 54.831957 173.16807 \r\nL 55.499787 173.959687 \r\nL 56.167617 174.20114 \r\nL 56.66849 174.685768 \r\nL 57.169362 174.87893 \r\nL 57.33632 174.778899 \r\nL 57.670235 174.125255 \r\nL 58.338065 173.894151 \r\nL 58.838938 173.307768 \r\nL 59.005896 173.143926 \r\nL 59.506768 172.873154 \r\nL 60.174599 171.126077 \r\nL 60.675471 171.219208 \r\nL 61.343302 173.095635 \r\nL 61.844174 173.428494 \r\nL 62.512004 174.597812 \r\nL 63.012877 174.866859 \r\nL 63.680707 176.179323 \r\nL 64.18158 176.546676 \r\nL 64.515495 177.145133 \r\nL 65.350283 176.094816 \r\nL 65.851156 173.764803 \r\nL 66.018113 172.809344 \r\nL 66.685943 171.929769 \r\nL 67.186816 170.010225 \r\nL 67.687689 169.399697 \r\nL 68.021604 166.964481 \r\nL 68.355519 163.898041 \r\nL 68.856392 162.432082 \r\nL 69.524222 156.53548 \r\nL 70.025095 154.910853 \r\nL 70.692925 148.896974 \r\nL 71.193798 147.386174 \r\nL 71.861628 141.194655 \r\nL 72.362501 140.001193 \r\nL 72.529458 138.671482 \r\nL 72.863373 137.403859 \r\nL 73.030331 136.234542 \r\nL 73.531204 135.080746 \r\nL 74.199034 130.318968 \r\nL 74.699906 129.037548 \r\nL 75.367737 124.477555 \r\nL 75.868609 123.851505 \r\nL 76.369482 121.166215 \r\nL 76.53644 119.977926 \r\nL 77.037312 118.730998 \r\nL 77.705143 114.505586 \r\nL 78.206015 113.301776 \r\nL 78.873846 109.476488 \r\nL 79.374718 108.841814 \r\nL 79.708633 107.400001 \r\nL 80.042548 107.10681 \r\nL 80.543421 107.013678 \r\nL 81.211251 107.529352 \r\nL 82.212997 107.620758 \r\nL 83.047785 107.274101 \r\nL 83.214742 107.030924 \r\nL 83.3817 106.560093 \r\nL 83.548657 106.534223 \r\nL 84.383445 106.92917 \r\nL 84.71736 106.589413 \r\nL 85.552148 106.677371 \r\nL 86.720851 106.135829 \r\nL 86.887809 106.216887 \r\nL 87.054766 105.932318 \r\nL 87.722596 105.326963 \r\nL 88.223469 103.724757 \r\nL 88.891299 102.900371 \r\nL 89.392172 101.380949 \r\nL 89.893045 100.596229 \r\nL 90.393917 99.107851 \r\nL 90.560875 98.797412 \r\nL 91.729578 98.042011 \r\nL 92.564366 97.864372 \r\nL 92.731323 97.950605 \r\nL 92.898281 98.226551 \r\nL 93.566111 98.623221 \r\nL 94.066984 99.535565 \r\nL 94.567856 99.794263 \r\nL 94.901772 100.610028 \r\nL 95.235687 102.541643 \r\nL 95.736559 103.524698 \r\nL 96.070474 105.678795 \r\nL 96.905262 107.308595 \r\nL 97.573093 111.097668 \r\nL 98.073965 112.078998 \r\nL 98.741795 114.655636 \r\nL 99.242668 115.116119 \r\nL 99.576583 116.944256 \r\nL 99.910498 118.786188 \r\nL 100.411371 119.401891 \r\nL 101.079201 122.302765 \r\nL 101.580074 122.947786 \r\nL 102.080947 124.346483 \r\nL 102.247904 124.984606 \r\nL 102.748777 125.069114 \r\nL 103.082692 124.86043 \r\nL 103.91748 124.972532 \r\nL 104.58531 126.010776 \r\nL 105.086183 126.447114 \r\nL 105.754013 128.325266 \r\nL 106.421843 128.671921 \r\nL 106.922716 129.887805 \r\nL 107.423589 129.817094 \r\nL 108.091419 129.197943 \r\nL 108.592292 129.006506 \r\nL 108.926207 128.242484 \r\nL 109.260122 127.181819 \r\nL 109.760995 126.628204 \r\nL 110.09491 125.429568 \r\nL 110.428825 125.070839 \r\nL 111.096655 125.122578 \r\nL 111.263613 124.982881 \r\nL 111.597528 124.37925 \r\nL 112.0984 124.020521 \r\nL 112.766231 122.266545 \r\nL 113.267103 121.505971 \r\nL 113.934934 118.851724 \r\nL 114.435806 118.16531 \r\nL 114.936679 116.185403 \r\nL 115.103637 115.745615 \r\nL 115.604509 115.442075 \r\nL 116.27234 113.73294 \r\nL 116.773212 113.151732 \r\nL 117.274085 111.394307 \r\nL 117.941915 110.59924 \r\nL 118.609745 105.928871 \r\nL 119.110618 104.740583 \r\nL 119.778448 99.937413 \r\nL 120.279321 98.776718 \r\nL 120.947151 95.506768 \r\nL 121.448024 94.654787 \r\nL 122.115854 90.97092 \r\nL 122.616727 89.955097 \r\nL 123.284557 86.045299 \r\nL 123.78543 85.26058 \r\nL 124.45326 82.649448 \r\nL 124.954133 82.119978 \r\nL 125.621963 80.326333 \r\nL 126.122836 80.307362 \r\nL 126.623708 80.743701 \r\nL 126.790666 80.959283 \r\nL 127.458496 81.157619 \r\nL 127.959369 82.476983 \r\nL 128.460242 82.925394 \r\nL 128.627199 83.275499 \r\nL 128.961114 84.351685 \r\nL 129.128072 84.751805 \r\nL 129.628945 85.319217 \r\nL 130.296775 87.504357 \r\nL 130.797647 88.24596 \r\nL 131.131563 89.53428 \r\nL 131.465478 91.277908 \r\nL 131.96635 92.086773 \r\nL 132.634181 94.93418 \r\nL 133.135053 95.499869 \r\nL 133.468968 96.417387 \r\nL 133.802884 96.731274 \r\nL 134.470714 96.714028 \r\nL 134.637671 96.808885 \r\nL 134.971587 96.222502 \r\nL 135.472459 95.844802 \r\nL 136.140289 94.554759 \r\nL 136.641162 94.289162 \r\nL 137.308992 92.228194 \r\nL 137.809865 91.690102 \r\nL 138.310738 90.153432 \r\nL 138.477695 89.166928 \r\nL 138.978568 88.25976 \r\nL 139.479441 86.72309 \r\nL 139.646398 86.440246 \r\nL 140.147271 85.993559 \r\nL 140.481186 85.310593 \r\nL 140.648144 85.370956 \r\nL 141.315974 86.100485 \r\nL 141.983804 88.753005 \r\nL 142.484677 89.442867 \r\nL 143.152507 92.778354 \r\nL 143.820337 93.673451 \r\nL 144.32121 96.539833 \r\nL 144.822083 97.314203 \r\nL 145.489913 100.032262 \r\nL 145.990786 100.716951 \r\nL 146.324701 101.591352 \r\nL 146.658616 102.036314 \r\nL 147.159489 102.119098 \r\nL 147.493404 102.729627 \r\nL 147.660361 103.036615 \r\nL 148.996022 103.165966 \r\nL 149.663852 103.459157 \r\nL 149.83081 103.435012 \r\nL 150.164725 102.607176 \r\nL 150.665597 102.313985 \r\nL 150.999513 101.558586 \r\nL 151.333428 100.484124 \r\nL 151.8343 100.20128 \r\nL 152.502131 98.74567 \r\nL 153.003003 98.338651 \r\nL 153.336918 97.924733 \r\nL 154.171706 97.4608 \r\nL 154.338664 97.172782 \r\nL 154.839536 95.448126 \r\nL 155.340409 94.577173 \r\nL 156.008239 90.67255 \r\nL 156.509112 89.404927 \r\nL 157.176942 85.729684 \r\nL 157.677815 84.738006 \r\nL 158.01173 82.730505 \r\nL 158.345645 81.828509 \r\nL 158.846518 80.897194 \r\nL 159.180433 79.179436 \r\nL 159.514348 77.961827 \r\nL 160.182178 76.959802 \r\nL 160.683051 76.106097 \r\nL 161.517839 75.91466 \r\nL 161.851754 76.087128 \r\nL 162.352627 76.102649 \r\nL 162.519584 76.275114 \r\nL 164.022202 76.626945 \r\nL 164.18916 76.730424 \r\nL 164.85699 76.920137 \r\nL 165.357863 78.120499 \r\nL 165.858736 78.713781 \r\nL 166.359608 80.60228 \r\nL 166.526566 81.297316 \r\nL 167.194396 81.918194 \r\nL 167.695269 84.374107 \r\nL 168.196141 85.226086 \r\nL 168.863972 87.531953 \r\nL 169.364844 88.442572 \r\nL 170.032675 91.612491 \r\nL 170.533547 92.411006 \r\nL 171.201378 94.789308 \r\nL 171.869208 95.361895 \r\nL 172.203123 96.791635 \r\nL 172.370081 97.603949 \r\nL 172.870953 98.421436 \r\nL 173.204868 99.697682 \r\nL 173.538783 100.794566 \r\nL 174.707486 101.758648 \r\nL 175.208359 101.756923 \r\nL 175.709232 101.332658 \r\nL 175.876189 101.413717 \r\nL 176.377062 101.413717 \r\nL 177.044892 99.766673 \r\nL 177.545765 99.247551 \r\nL 177.87968 98.464556 \r\nL 178.213595 98.148944 \r\nL 178.714468 98.038566 \r\nL 179.048383 97.388371 \r\nL 179.382298 95.986225 \r\nL 179.883171 95.303261 \r\nL 180.217086 93.920085 \r\nL 180.551001 93.207801 \r\nL 181.218831 92.343749 \r\nL 181.552746 91.446927 \r\nL 182.220577 90.926081 \r\nL 182.888407 88.732317 \r\nL 183.38928 87.787204 \r\nL 184.05711 84.512079 \r\nL 184.891898 83.673896 \r\nL 185.225813 82.721886 \r\nL 185.726686 82.180344 \r\nL 186.060601 81.373204 \r\nL 186.895388 81.631901 \r\nL 187.229304 82.345908 \r\nL 187.563219 83.011625 \r\nL 188.231049 83.16857 \r\nL 188.564964 83.642849 \r\nL 189.733667 84.227509 \r\nL 189.900625 84.417221 \r\nL 190.401497 84.694891 \r\nL 190.90237 86.5282 \r\nL 191.069328 87.290498 \r\nL 191.5702 87.942419 \r\nL 191.904115 88.966867 \r\nL 192.23803 89.846442 \r\nL 192.738903 90.434549 \r\nL 193.406733 92.507587 \r\nL 194.408479 93.068101 \r\nL 195.076309 92.950824 \r\nL 195.410224 92.492065 \r\nL 195.744139 92.083322 \r\nL 197.413715 92.286832 \r\nL 197.580672 92.350644 \r\nL 198.081545 92.212674 \r\nL 198.916333 92.157484 \r\nL 199.250248 92.924956 \r\nL 199.751121 93.294032 \r\nL 200.251993 94.309858 \r\nL 200.919824 94.520266 \r\nL 201.420696 95.094577 \r\nL 201.587654 95.413638 \r\nL 202.088527 95.686135 \r\nL 202.756357 96.827857 \r\nL 203.25723 96.976178 \r\nL 203.92506 97.774693 \r\nL 204.926805 98.133421 \r\nL 205.093763 97.93336 \r\nL 205.594635 97.83678 \r\nL 206.095508 97.246947 \r\nL 206.262466 96.869248 \r\nL 206.763338 96.477752 \r\nL 207.431169 94.651339 \r\nL 208.098999 94.154639 \r\nL 208.599872 92.938755 \r\nL 209.100744 92.562779 \r\nL 209.601617 91.788406 \r\nL 209.768575 91.483142 \r\nL 210.269447 91.203749 \r\nL 210.603362 90.456972 \r\nL 210.937277 89.698123 \r\nL 211.43815 89.342844 \r\nL 211.605108 88.958245 \r\nL 211.772065 89.097943 \r\nL 212.10598 90.158607 \r\nL 213.107726 90.579424 \r\nL 213.274683 90.47422 \r\nL 214.276429 90.268987 \r\nL 214.443386 90.367292 \r\nL 214.944259 90.372466 \r\nL 215.612089 89.294556 \r\nL 216.112962 88.715072 \r\nL 216.446877 87.745815 \r\nL 216.780792 85.615864 \r\nL 217.281665 84.543127 \r\nL 217.949495 80.00383 \r\nL 218.450368 78.651698 \r\nL 219.118198 73.396668 \r\nL 219.619071 71.306383 \r\nL 220.119943 66.320398 \r\nL 220.286901 64.963092 \r\nL 220.787774 63.609235 \r\nL 221.455604 58.711208 \r\nL 221.956477 57.388395 \r\nL 222.624307 52.345496 \r\nL 223.12518 51.033032 \r\nL 223.459095 48.508134 \r\nL 223.79301 47.178422 \r\nL 224.293882 46.5403 \r\nL 224.627798 45.48136 \r\nL 224.961713 45.117458 \r\nL 225.462585 45.003629 \r\nL 225.629543 44.705264 \r\nL 226.130416 42.390775 \r\nL 226.965203 41.149024 \r\nL 227.299119 40.664397 \r\nL 227.966949 40.331538 \r\nL 228.300864 39.19499 \r\nL 228.467822 38.341284 \r\nL 228.968694 37.366854 \r\nL 229.636524 35.209308 \r\nL 230.304355 34.910943 \r\nL 230.63827 34.49875 \r\nL 230.805227 34.383198 \r\nL 232.641761 34.616028 \r\nL 232.808718 34.50565 \r\nL 233.810464 37.565191 \r\nL 234.144379 39.627879 \r\nL 234.311336 40.090088 \r\nL 234.812209 40.67992 \r\nL 235.313082 42.504606 \r\nL 235.480039 43.489386 \r\nL 235.980912 44.460369 \r\nL 236.648742 48.623689 \r\nL 237.149615 48.915157 \r\nL 237.48353 50.0793 \r\nL 237.817445 51.660812 \r\nL 238.318318 52.354124 \r\nL 238.485275 52.847376 \r\nL 238.986148 55.427463 \r\nL 239.487021 55.99315 \r\nL 239.987893 58.076535 \r\nL 240.655724 58.647398 \r\nL 241.156596 60.435867 \r\nL 241.323554 60.979135 \r\nL 241.824427 61.60691 \r\nL 242.492257 64.447421 \r\nL 242.993129 65.214893 \r\nL 243.327045 66.679127 \r\nL 243.66096 67.29483 \r\nL 244.161832 67.731168 \r\nL 244.829663 70.547534 \r\nL 245.330535 71.247744 \r\nL 245.998366 74.219329 \r\nL 246.499238 74.779843 \r\nL 247.000111 76.444136 \r\nL 247.167069 76.70111 \r\nL 247.667941 76.885649 \r\nL 248.335771 80.114205 \r\nL 249.003602 81.043795 \r\nL 249.504474 83.601462 \r\nL 250.005347 84.144728 \r\nL 250.50622 86.047024 \r\nL 250.673177 87.102515 \r\nL 251.17405 88.349441 \r\nL 251.84188 92.424805 \r\nL 252.342753 93.575151 \r\nL 252.843626 96.48982 \r\nL 253.010583 97.402164 \r\nL 253.511456 98.392117 \r\nL 254.179286 102.705484 \r\nL 254.680159 104.054166 \r\nL 255.014074 106.389352 \r\nL 255.181032 107.086113 \r\nL 255.848862 107.703541 \r\nL 256.516692 109.090165 \r\nL 257.017565 109.157427 \r\nL 257.685395 109.785202 \r\nL 258.353225 109.755883 \r\nL 258.520183 109.636881 \r\nL 258.68714 109.709317 \r\nL 258.854098 109.94387 \r\nL 259.521928 110.095641 \r\nL 259.855843 110.214641 \r\nL 260.022801 110.387107 \r\nL 260.690631 110.576819 \r\nL 261.024546 110.343989 \r\nL 261.191504 110.449193 \r\nL 261.692376 110.559571 \r\nL 261.859334 110.471613 \r\nL 262.026292 110.187045 \r\nL 262.360207 110.057695 \r\nL 262.861079 110.164623 \r\nL 264.029782 115.279955 \r\nL 264.697613 121.438705 \r\nL 265.198485 122.882242 \r\nL 265.866316 128.570162 \r\nL 266.534146 129.43249 \r\nL 267.035018 133.330214 \r\nL 267.535891 134.658201 \r\nL 268.203721 140.506513 \r\nL 268.704594 141.805179 \r\nL 269.372424 147.527592 \r\nL 269.873297 149.031492 \r\nL 270.207212 151.233881 \r\nL 270.541127 152.570491 \r\nL 271.042 152.686042 \r\nL 271.208958 152.387677 \r\nL 271.542873 151.471884 \r\nL 272.210703 151.023474 \r\nL 272.37766 150.678542 \r\nL 272.711576 152.213487 \r\nL 272.878533 153.243108 \r\nL 273.379406 154.112335 \r\nL 274.047236 158.541255 \r\nL 274.548109 159.62089 \r\nL 275.215939 164.191232 \r\nL 275.716812 165.244997 \r\nL 276.384642 168.875401 \r\nL 276.885515 169.767048 \r\nL 277.21943 171.898723 \r\nL 277.553345 174.637478 \r\nL 278.054218 176.017205 \r\nL 278.722048 180.154657 \r\nL 279.222921 181.305004 \r\nL 279.389878 182.479496 \r\nL 280.558581 182.331175 \r\nL 280.725539 182.400161 \r\nL 281.059454 182.200101 \r\nL 281.560326 181.820676 \r\nL 282.228157 180.6893 \r\nL 282.729029 180.146034 \r\nL 283.229902 179.313025 \r\nL 283.897732 179.138835 \r\nL 284.231647 178.369638 \r\nL 284.398605 177.809125 \r\nL 285.066435 177.153755 \r\nL 285.40035 175.601563 \r\nL 285.567308 175.36356 \r\nL 286.235138 175.272154 \r\nL 286.569053 174.2891 \r\nL 286.902968 172.842112 \r\nL 287.403841 172.155699 \r\nL 288.071671 169.661845 \r\nL 289.073417 168.613253 \r\nL 289.240374 168.082059 \r\nL 289.741247 167.337007 \r\nL 290.409077 163.960128 \r\nL 290.90995 162.718375 \r\nL 291.57778 157.780683 \r\nL 292.078653 156.778657 \r\nL 292.746483 153.634608 \r\nL 293.414313 152.841265 \r\nL 293.581271 152.039299 \r\nL 293.915186 151.640901 \r\nL 294.416059 151.537422 \r\nL 294.916931 149.767923 \r\nL 295.083889 148.976305 \r\nL 295.584762 148.410618 \r\nL 296.252592 145.2407 \r\nL 296.753465 144.343878 \r\nL 297.254337 142.346725 \r\nL 297.421295 141.837952 \r\nL 298.089125 141.563732 \r\nL 298.589998 141.07393 \r\nL 299.257828 140.739346 \r\nL 299.591743 140.073629 \r\nL 300.259573 139.590724 \r\nL 300.593489 138.771512 \r\nL 300.760446 138.361044 \r\nL 300.927404 137.509064 \r\nL 301.428276 136.743318 \r\nL 301.762191 135.782684 \r\nL 301.929149 135.592972 \r\nL 302.096107 135.589523 \r\nL 302.596979 135.436029 \r\nL 303.26481 133.597542 \r\nL 303.93264 132.742112 \r\nL 304.433512 132.15228 \r\nL 304.934385 131.755608 \r\nL 305.2683 131.191645 \r\nL 305.435258 131.032975 \r\nL 305.602215 131.133004 \r\nL 306.103088 131.022627 \r\nL 306.437003 131.307195 \r\nL 306.770918 131.307195 \r\nL 307.438749 131.032976 \r\nL 307.939621 132.43857 \r\nL 308.440494 132.969765 \r\nL 308.774409 134.596116 \r\nL 308.941367 134.427101 \r\nL 309.108324 134.116662 \r\nL 309.776154 133.506134 \r\nL 310.277027 132.631734 \r\nL 311.111815 132.347165 \r\nL 311.44573 131.633157 \r\nL 312.11356 130.962265 \r\nL 312.614433 129.948169 \r\nL 313.115306 129.316945 \r\nL 313.783136 126.673046 \r\nL 314.284009 126.181519 \r\nL 314.617924 125.238131 \r\nL 314.951839 123.375502 \r\nL 315.452712 122.244128 \r\nL 315.786627 120.027942 \r\nL 316.120542 117.703105 \r\nL 316.788372 117.137418 \r\nL 317.289245 115.245471 \r\nL 317.790117 114.691856 \r\nL 318.457948 112.746443 \r\nL 318.95882 112.234221 \r\nL 319.626651 110.49749 \r\nL 320.127523 110.047354 \r\nL 320.628396 108.721093 \r\nL 320.795354 108.433075 \r\nL 321.296226 107.944997 \r\nL 321.964057 106.786026 \r\nL 322.464929 106.548024 \r\nL 323.132759 105.394228 \r\nL 323.80059 105.349386 \r\nL 323.967547 105.502881 \r\nL 324.134505 105.370082 \r\nL 324.301462 105.547721 \r\nL 324.802335 105.782274 \r\nL 325.13625 106.246207 \r\nL 325.470165 107.110259 \r\nL 325.971038 107.531074 \r\nL 326.471911 108.458941 \r\nL 326.638868 108.64003 \r\nL 327.306698 108.769379 \r\nL 327.807571 109.82142 \r\nL 328.308444 109.999059 \r\nL 328.642359 110.67685 \r\nL 329.477147 111.13216 \r\nL 330.144977 112.141084 \r\nL 330.979765 112.893033 \r\nL 331.31368 113.648433 \r\nL 331.814553 113.786404 \r\nL 332.148468 114.001987 \r\nL 332.482383 114.931578 \r\nL 332.983256 115.476569 \r\nL 333.651086 118.142888 \r\nL 334.151959 118.881041 \r\nL 334.652831 120.674684 \r\nL 334.819789 121.012718 \r\nL 335.320661 121.486998 \r\nL 335.988492 123.121974 \r\nL 336.489364 123.478978 \r\nL 337.157195 125.417492 \r\nL 337.658067 125.734829 \r\nL 337.825025 126.172892 \r\nL 337.991982 126.291894 \r\nL 338.15894 126.178068 \r\nL 338.325898 126.331562 \r\nL 339.160685 126.698915 \r\nL 339.494601 126.755828 \r\nL 339.995473 126.5161 \r\nL 340.663303 124.946661 \r\nL 341.164176 124.474104 \r\nL 341.498091 123.661791 \r\nL 341.832006 122.984002 \r\nL 342.499837 122.506271 \r\nL 342.833752 122.163065 \r\nL 343.000709 122.119949 \r\nL 343.501582 121.830206 \r\nL 344.169412 120.657438 \r\nL 344.670285 120.240071 \r\nL 345.0042 119.638166 \r\nL 345.338115 120.217651 \r\nL 346.005945 120.481524 \r\nL 346.339861 121.057559 \r\nL 346.506818 121.449056 \r\nL 346.506818 121.449056 \r\n\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;stroke-width:1.5;\"/>\r\n   </g>\r\n   <g id=\"patch_3\">\r\n    <path d=\"M 26.925 203.04 \r\nL 26.925 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 361.725 203.04 \r\nL 361.725 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 26.925 203.04 \r\nL 361.725 203.04 \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 26.925 7.2 \r\nL 361.725 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=\"pe09ae2aaa3\">\r\n   <rect height=\"195.84\" width=\"334.8\" x=\"26.925\" y=\"7.2\"/>\r\n  </clipPath>\r\n </defs>\r\n</svg>\r\n",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "source": [
    "df['Open'].plot()\n",
    "df.rolling(window=30).mean()['Close'].plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "La façon la plus simple d'ajouter une légende est de faire de cette valeur de roulement une nouvelle colonne, puis pandas le fait automatiquement !"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='Date'>"
      ]
     },
     "metadata": {},
     "execution_count": 7
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": "<Figure size 1152x432 with 1 Axes>",
      "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=\"349.944627pt\" version=\"1.1\" viewBox=\"0 0 926.925 349.944627\" width=\"926.925pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n <metadata>\r\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n   <cc:Work>\r\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n    <dc:date>2020-12-01T22:26:35.574178</dc:date>\r\n    <dc:format>image/svg+xml</dc:format>\r\n    <dc:creator>\r\n     <cc:Agent>\r\n      <dc:title>Matplotlib v3.3.1, https://matplotlib.org/</dc:title>\r\n     </cc:Agent>\r\n    </dc:creator>\r\n   </cc:Work>\r\n  </rdf:RDF>\r\n </metadata>\r\n <defs>\r\n  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n </defs>\r\n <g id=\"figure_1\">\r\n  <g id=\"patch_1\">\r\n   <path d=\"M 0 349.944627 \r\nL 926.925 349.944627 \r\nL 926.925 0 \r\nL 0 0 \r\nz\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 26.925 300.96 \r\nL 919.725 300.96 \r\nL 919.725 7.2 \r\nL 26.925 7.2 \r\nz\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\nL 0 3.5 \r\n\" id=\"m46fc0698ec\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n      </defs>\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"66.616378\" xlink:href=\"#m46fc0698ec\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_1\">\r\n      <!-- 2012 -->\r\n      <g transform=\"translate(43.536188 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 19.1875 8.296875 \r\nL 53.609375 8.296875 \r\nL 53.609375 0 \r\nL 7.328125 0 \r\nL 7.328125 8.296875 \r\nQ 12.9375 14.109375 22.625 23.890625 \r\nQ 32.328125 33.6875 34.8125 36.53125 \r\nQ 39.546875 41.84375 41.421875 45.53125 \r\nQ 43.3125 49.21875 43.3125 52.78125 \r\nQ 43.3125 58.59375 39.234375 62.25 \r\nQ 35.15625 65.921875 28.609375 65.921875 \r\nQ 23.96875 65.921875 18.8125 64.3125 \r\nQ 13.671875 62.703125 7.8125 59.421875 \r\nL 7.8125 69.390625 \r\nQ 13.765625 71.78125 18.9375 73 \r\nQ 24.125 74.21875 28.421875 74.21875 \r\nQ 39.75 74.21875 46.484375 68.546875 \r\nQ 53.21875 62.890625 53.21875 53.421875 \r\nQ 53.21875 48.921875 51.53125 44.890625 \r\nQ 49.859375 40.875 45.40625 35.40625 \r\nQ 44.1875 33.984375 37.640625 27.21875 \r\nQ 31.109375 20.453125 19.1875 8.296875 \r\nz\r\n\" id=\"DejaVuSans-50\"/>\r\n        <path d=\"M 31.78125 66.40625 \r\nQ 24.171875 66.40625 20.328125 58.90625 \r\nQ 16.5 51.421875 16.5 36.375 \r\nQ 16.5 21.390625 20.328125 13.890625 \r\nQ 24.171875 6.390625 31.78125 6.390625 \r\nQ 39.453125 6.390625 43.28125 13.890625 \r\nQ 47.125 21.390625 47.125 36.375 \r\nQ 47.125 51.421875 43.28125 58.90625 \r\nQ 39.453125 66.40625 31.78125 66.40625 \r\nz\r\nM 31.78125 74.21875 \r\nQ 44.046875 74.21875 50.515625 64.515625 \r\nQ 56.984375 54.828125 56.984375 36.375 \r\nQ 56.984375 17.96875 50.515625 8.265625 \r\nQ 44.046875 -1.421875 31.78125 -1.421875 \r\nQ 19.53125 -1.421875 13.0625 8.265625 \r\nQ 6.59375 17.96875 6.59375 36.375 \r\nQ 6.59375 54.828125 13.0625 64.515625 \r\nQ 19.53125 74.21875 31.78125 74.21875 \r\nz\r\n\" id=\"DejaVuSans-48\"/>\r\n        <path d=\"M 12.40625 8.296875 \r\nL 28.515625 8.296875 \r\nL 28.515625 63.921875 \r\nL 10.984375 60.40625 \r\nL 10.984375 69.390625 \r\nL 28.421875 72.90625 \r\nL 38.28125 72.90625 \r\nL 38.28125 8.296875 \r\nL 54.390625 8.296875 \r\nL 54.390625 0 \r\nL 12.40625 0 \r\nz\r\n\" id=\"DejaVuSans-49\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-50\"/>\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=\"229.566959\" xlink:href=\"#m46fc0698ec\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_2\">\r\n      <!-- 2013 -->\r\n      <g transform=\"translate(206.486769 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 40.578125 39.3125 \r\nQ 47.65625 37.796875 51.625 33 \r\nQ 55.609375 28.21875 55.609375 21.1875 \r\nQ 55.609375 10.40625 48.1875 4.484375 \r\nQ 40.765625 -1.421875 27.09375 -1.421875 \r\nQ 22.515625 -1.421875 17.65625 -0.515625 \r\nQ 12.796875 0.390625 7.625 2.203125 \r\nL 7.625 11.71875 \r\nQ 11.71875 9.328125 16.59375 8.109375 \r\nQ 21.484375 6.890625 26.8125 6.890625 \r\nQ 36.078125 6.890625 40.9375 10.546875 \r\nQ 45.796875 14.203125 45.796875 21.1875 \r\nQ 45.796875 27.640625 41.28125 31.265625 \r\nQ 36.765625 34.90625 28.71875 34.90625 \r\nL 20.21875 34.90625 \r\nL 20.21875 43.015625 \r\nL 29.109375 43.015625 \r\nQ 36.375 43.015625 40.234375 45.921875 \r\nQ 44.09375 48.828125 44.09375 54.296875 \r\nQ 44.09375 59.90625 40.109375 62.90625 \r\nQ 36.140625 65.921875 28.71875 65.921875 \r\nQ 24.65625 65.921875 20.015625 65.03125 \r\nQ 15.375 64.15625 9.8125 62.3125 \r\nL 9.8125 71.09375 \r\nQ 15.4375 72.65625 20.34375 73.4375 \r\nQ 25.25 74.21875 29.59375 74.21875 \r\nQ 40.828125 74.21875 47.359375 69.109375 \r\nQ 53.90625 64.015625 53.90625 55.328125 \r\nQ 53.90625 49.265625 50.4375 45.09375 \r\nQ 46.96875 40.921875 40.578125 39.3125 \r\nz\r\n\" id=\"DejaVuSans-51\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-51\"/>\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=\"392.07232\" xlink:href=\"#m46fc0698ec\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_3\">\r\n      <!-- 2014 -->\r\n      <g transform=\"translate(368.992129 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 37.796875 64.3125 \r\nL 12.890625 25.390625 \r\nL 37.796875 25.390625 \r\nz\r\nM 35.203125 72.90625 \r\nL 47.609375 72.90625 \r\nL 47.609375 25.390625 \r\nL 58.015625 25.390625 \r\nL 58.015625 17.1875 \r\nL 47.609375 17.1875 \r\nL 47.609375 0 \r\nL 37.796875 0 \r\nL 37.796875 17.1875 \r\nL 4.890625 17.1875 \r\nL 4.890625 26.703125 \r\nz\r\n\" id=\"DejaVuSans-52\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" 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=\"554.57768\" xlink:href=\"#m46fc0698ec\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_4\">\r\n      <!-- 2015 -->\r\n      <g transform=\"translate(531.49749 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 10.796875 72.90625 \r\nL 49.515625 72.90625 \r\nL 49.515625 64.59375 \r\nL 19.828125 64.59375 \r\nL 19.828125 46.734375 \r\nQ 21.96875 47.46875 24.109375 47.828125 \r\nQ 26.265625 48.1875 28.421875 48.1875 \r\nQ 40.625 48.1875 47.75 41.5 \r\nQ 54.890625 34.8125 54.890625 23.390625 \r\nQ 54.890625 11.625 47.5625 5.09375 \r\nQ 40.234375 -1.421875 26.90625 -1.421875 \r\nQ 22.3125 -1.421875 17.546875 -0.640625 \r\nQ 12.796875 0.140625 7.71875 1.703125 \r\nL 7.71875 11.625 \r\nQ 12.109375 9.234375 16.796875 8.0625 \r\nQ 21.484375 6.890625 26.703125 6.890625 \r\nQ 35.15625 6.890625 40.078125 11.328125 \r\nQ 45.015625 15.765625 45.015625 23.390625 \r\nQ 45.015625 31 40.078125 35.4375 \r\nQ 35.15625 39.890625 26.703125 39.890625 \r\nQ 22.75 39.890625 18.8125 39.015625 \r\nQ 14.890625 38.140625 10.796875 36.28125 \r\nz\r\n\" id=\"DejaVuSans-53\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" 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=\"717.083041\" xlink:href=\"#m46fc0698ec\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_5\">\r\n      <!-- 2016 -->\r\n      <g transform=\"translate(694.002851 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 33.015625 40.375 \r\nQ 26.375 40.375 22.484375 35.828125 \r\nQ 18.609375 31.296875 18.609375 23.390625 \r\nQ 18.609375 15.53125 22.484375 10.953125 \r\nQ 26.375 6.390625 33.015625 6.390625 \r\nQ 39.65625 6.390625 43.53125 10.953125 \r\nQ 47.40625 15.53125 47.40625 23.390625 \r\nQ 47.40625 31.296875 43.53125 35.828125 \r\nQ 39.65625 40.375 33.015625 40.375 \r\nz\r\nM 52.59375 71.296875 \r\nL 52.59375 62.3125 \r\nQ 48.875 64.0625 45.09375 64.984375 \r\nQ 41.3125 65.921875 37.59375 65.921875 \r\nQ 27.828125 65.921875 22.671875 59.328125 \r\nQ 17.53125 52.734375 16.796875 39.40625 \r\nQ 19.671875 43.65625 24.015625 45.921875 \r\nQ 28.375 48.1875 33.59375 48.1875 \r\nQ 44.578125 48.1875 50.953125 41.515625 \r\nQ 57.328125 34.859375 57.328125 23.390625 \r\nQ 57.328125 12.15625 50.6875 5.359375 \r\nQ 44.046875 -1.421875 33.015625 -1.421875 \r\nQ 20.359375 -1.421875 13.671875 8.265625 \r\nQ 6.984375 17.96875 6.984375 36.375 \r\nQ 6.984375 53.65625 15.1875 63.9375 \r\nQ 23.390625 74.21875 37.203125 74.21875 \r\nQ 40.921875 74.21875 44.703125 73.484375 \r\nQ 48.484375 72.75 52.59375 71.296875 \r\nz\r\n\" id=\"DejaVuSans-54\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-54\"/>\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=\"880.033622\" xlink:href=\"#m46fc0698ec\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_6\">\r\n      <!-- 2017 -->\r\n      <g transform=\"translate(856.953432 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 8.203125 72.90625 \r\nL 55.078125 72.90625 \r\nL 55.078125 68.703125 \r\nL 28.609375 0 \r\nL 18.3125 0 \r\nL 43.21875 64.59375 \r\nL 8.203125 64.59375 \r\nz\r\n\" id=\"DejaVuSans-55\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-55\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"text_7\">\r\n     <!-- Date -->\r\n     <g transform=\"translate(461.374219 340.66494)scale(0.1 -0.1)\">\r\n      <defs>\r\n       <path d=\"M 19.671875 64.796875 \r\nL 19.671875 8.109375 \r\nL 31.59375 8.109375 \r\nQ 46.6875 8.109375 53.6875 14.9375 \r\nQ 60.6875 21.78125 60.6875 36.53125 \r\nQ 60.6875 51.171875 53.6875 57.984375 \r\nQ 46.6875 64.796875 31.59375 64.796875 \r\nz\r\nM 9.8125 72.90625 \r\nL 30.078125 72.90625 \r\nQ 51.265625 72.90625 61.171875 64.09375 \r\nQ 71.09375 55.28125 71.09375 36.53125 \r\nQ 71.09375 17.671875 61.125 8.828125 \r\nQ 51.171875 0 30.078125 0 \r\nL 9.8125 0 \r\nz\r\n\" id=\"DejaVuSans-68\"/>\r\n       <path d=\"M 34.28125 27.484375 \r\nQ 23.390625 27.484375 19.1875 25 \r\nQ 14.984375 22.515625 14.984375 16.5 \r\nQ 14.984375 11.71875 18.140625 8.90625 \r\nQ 21.296875 6.109375 26.703125 6.109375 \r\nQ 34.1875 6.109375 38.703125 11.40625 \r\nQ 43.21875 16.703125 43.21875 25.484375 \r\nL 43.21875 27.484375 \r\nz\r\nM 52.203125 31.203125 \r\nL 52.203125 0 \r\nL 43.21875 0 \r\nL 43.21875 8.296875 \r\nQ 40.140625 3.328125 35.546875 0.953125 \r\nQ 30.953125 -1.421875 24.3125 -1.421875 \r\nQ 15.921875 -1.421875 10.953125 3.296875 \r\nQ 6 8.015625 6 15.921875 \r\nQ 6 25.140625 12.171875 29.828125 \r\nQ 18.359375 34.515625 30.609375 34.515625 \r\nL 43.21875 34.515625 \r\nL 43.21875 35.40625 \r\nQ 43.21875 41.609375 39.140625 45 \r\nQ 35.0625 48.390625 27.6875 48.390625 \r\nQ 23 48.390625 18.546875 47.265625 \r\nQ 14.109375 46.140625 10.015625 43.890625 \r\nL 10.015625 52.203125 \r\nQ 14.9375 54.109375 19.578125 55.046875 \r\nQ 24.21875 56 28.609375 56 \r\nQ 40.484375 56 46.34375 49.84375 \r\nQ 52.203125 43.703125 52.203125 31.203125 \r\nz\r\n\" id=\"DejaVuSans-97\"/>\r\n       <path d=\"M 18.3125 70.21875 \r\nL 18.3125 54.6875 \r\nL 36.8125 54.6875 \r\nL 36.8125 47.703125 \r\nL 18.3125 47.703125 \r\nL 18.3125 18.015625 \r\nQ 18.3125 11.328125 20.140625 9.421875 \r\nQ 21.96875 7.515625 27.59375 7.515625 \r\nL 36.8125 7.515625 \r\nL 36.8125 0 \r\nL 27.59375 0 \r\nQ 17.1875 0 13.234375 3.875 \r\nQ 9.28125 7.765625 9.28125 18.015625 \r\nL 9.28125 47.703125 \r\nL 2.6875 47.703125 \r\nL 2.6875 54.6875 \r\nL 9.28125 54.6875 \r\nL 9.28125 70.21875 \r\nz\r\n\" id=\"DejaVuSans-116\"/>\r\n       <path d=\"M 56.203125 29.59375 \r\nL 56.203125 25.203125 \r\nL 14.890625 25.203125 \r\nQ 15.484375 15.921875 20.484375 11.0625 \r\nQ 25.484375 6.203125 34.421875 6.203125 \r\nQ 39.59375 6.203125 44.453125 7.46875 \r\nQ 49.3125 8.734375 54.109375 11.28125 \r\nL 54.109375 2.78125 \r\nQ 49.265625 0.734375 44.1875 -0.34375 \r\nQ 39.109375 -1.421875 33.890625 -1.421875 \r\nQ 20.796875 -1.421875 13.15625 6.1875 \r\nQ 5.515625 13.8125 5.515625 26.8125 \r\nQ 5.515625 40.234375 12.765625 48.109375 \r\nQ 20.015625 56 32.328125 56 \r\nQ 43.359375 56 49.78125 48.890625 \r\nQ 56.203125 41.796875 56.203125 29.59375 \r\nz\r\nM 47.21875 32.234375 \r\nQ 47.125 39.59375 43.09375 43.984375 \r\nQ 39.0625 48.390625 32.421875 48.390625 \r\nQ 24.90625 48.390625 20.390625 44.140625 \r\nQ 15.875 39.890625 15.1875 32.171875 \r\nz\r\n\" id=\"DejaVuSans-101\"/>\r\n      </defs>\r\n      <use xlink:href=\"#DejaVuSans-68\"/>\r\n      <use x=\"77.001953\" xlink:href=\"#DejaVuSans-97\"/>\r\n      <use x=\"138.28125\" xlink:href=\"#DejaVuSans-116\"/>\r\n      <use x=\"177.490234\" 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_7\">\r\n      <defs>\r\n       <path d=\"M 0 0 \r\nL -3.5 0 \r\n\" id=\"ma650db9614\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n      </defs>\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#ma650db9614\" y=\"298.744333\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_8\">\r\n      <!-- 55 -->\r\n      <g transform=\"translate(7.2 302.543551)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-53\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\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=\"26.925\" xlink:href=\"#ma650db9614\" y=\"259.529278\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_9\">\r\n      <!-- 60 -->\r\n      <g transform=\"translate(7.2 263.328497)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=\"ytick_3\">\r\n     <g id=\"line2d_9\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#ma650db9614\" y=\"220.314223\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_10\">\r\n      <!-- 65 -->\r\n      <g transform=\"translate(7.2 224.113442)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-54\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\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=\"26.925\" xlink:href=\"#ma650db9614\" y=\"181.099169\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_11\">\r\n      <!-- 70 -->\r\n      <g transform=\"translate(7.2 184.898387)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-55\"/>\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_11\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#ma650db9614\" y=\"141.884114\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_12\">\r\n      <!-- 75 -->\r\n      <g transform=\"translate(7.2 145.683333)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-55\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\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=\"26.925\" xlink:href=\"#ma650db9614\" y=\"102.669059\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_13\">\r\n      <!-- 80 -->\r\n      <g transform=\"translate(7.2 106.468278)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 31.78125 34.625 \r\nQ 24.75 34.625 20.71875 30.859375 \r\nQ 16.703125 27.09375 16.703125 20.515625 \r\nQ 16.703125 13.921875 20.71875 10.15625 \r\nQ 24.75 6.390625 31.78125 6.390625 \r\nQ 38.8125 6.390625 42.859375 10.171875 \r\nQ 46.921875 13.96875 46.921875 20.515625 \r\nQ 46.921875 27.09375 42.890625 30.859375 \r\nQ 38.875 34.625 31.78125 34.625 \r\nz\r\nM 21.921875 38.8125 \r\nQ 15.578125 40.375 12.03125 44.71875 \r\nQ 8.5 49.078125 8.5 55.328125 \r\nQ 8.5 64.0625 14.71875 69.140625 \r\nQ 20.953125 74.21875 31.78125 74.21875 \r\nQ 42.671875 74.21875 48.875 69.140625 \r\nQ 55.078125 64.0625 55.078125 55.328125 \r\nQ 55.078125 49.078125 51.53125 44.71875 \r\nQ 48 40.375 41.703125 38.8125 \r\nQ 48.828125 37.15625 52.796875 32.3125 \r\nQ 56.78125 27.484375 56.78125 20.515625 \r\nQ 56.78125 9.90625 50.3125 4.234375 \r\nQ 43.84375 -1.421875 31.78125 -1.421875 \r\nQ 19.734375 -1.421875 13.25 4.234375 \r\nQ 6.78125 9.90625 6.78125 20.515625 \r\nQ 6.78125 27.484375 10.78125 32.3125 \r\nQ 14.796875 37.15625 21.921875 38.8125 \r\nz\r\nM 18.3125 54.390625 \r\nQ 18.3125 48.734375 21.84375 45.5625 \r\nQ 25.390625 42.390625 31.78125 42.390625 \r\nQ 38.140625 42.390625 41.71875 45.5625 \r\nQ 45.3125 48.734375 45.3125 54.390625 \r\nQ 45.3125 60.0625 41.71875 63.234375 \r\nQ 38.140625 66.40625 31.78125 66.40625 \r\nQ 25.390625 66.40625 21.84375 63.234375 \r\nQ 18.3125 60.0625 18.3125 54.390625 \r\nz\r\n\" id=\"DejaVuSans-56\"/>\r\n       </defs>\r\n       <use xlink:href=\"#DejaVuSans-56\"/>\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_13\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#ma650db9614\" y=\"63.454005\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_14\">\r\n      <!-- 85 -->\r\n      <g transform=\"translate(7.2 67.253224)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-56\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\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=\"26.925\" xlink:href=\"#ma650db9614\" y=\"24.23895\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_15\">\r\n      <!-- 90 -->\r\n      <g transform=\"translate(7.2 28.038169)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 10.984375 1.515625 \r\nL 10.984375 10.5 \r\nQ 14.703125 8.734375 18.5 7.8125 \r\nQ 22.3125 6.890625 25.984375 6.890625 \r\nQ 35.75 6.890625 40.890625 13.453125 \r\nQ 46.046875 20.015625 46.78125 33.40625 \r\nQ 43.953125 29.203125 39.59375 26.953125 \r\nQ 35.25 24.703125 29.984375 24.703125 \r\nQ 19.046875 24.703125 12.671875 31.3125 \r\nQ 6.296875 37.9375 6.296875 49.421875 \r\nQ 6.296875 60.640625 12.9375 67.421875 \r\nQ 19.578125 74.21875 30.609375 74.21875 \r\nQ 43.265625 74.21875 49.921875 64.515625 \r\nQ 56.59375 54.828125 56.59375 36.375 \r\nQ 56.59375 19.140625 48.40625 8.859375 \r\nQ 40.234375 -1.421875 26.421875 -1.421875 \r\nQ 22.703125 -1.421875 18.890625 -0.6875 \r\nQ 15.09375 0.046875 10.984375 1.515625 \r\nz\r\nM 30.609375 32.421875 \r\nQ 37.25 32.421875 41.125 36.953125 \r\nQ 45.015625 41.5 45.015625 49.421875 \r\nQ 45.015625 57.28125 41.125 61.84375 \r\nQ 37.25 66.40625 30.609375 66.40625 \r\nQ 23.96875 66.40625 20.09375 61.84375 \r\nQ 16.21875 57.28125 16.21875 49.421875 \r\nQ 16.21875 41.5 20.09375 36.953125 \r\nQ 23.96875 32.421875 30.609375 32.421875 \r\nz\r\n\" id=\"DejaVuSans-57\"/>\r\n       </defs>\r\n       <use xlink:href=\"#DejaVuSans-57\"/>\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=\"line2d_15\">\r\n    <path clip-path=\"url(#p3b9989588a)\" d=\"M 67.506818 256.941069 \r\nL 67.952038 261.803759 \r\nL 68.397259 264.07824 \r\nL 68.842479 267.372289 \r\nL 70.178139 265.960547 \r\nL 70.623359 267.058561 \r\nL 71.06858 264.235069 \r\nL 71.5138 263.450783 \r\nL 71.95902 263.137055 \r\nL 73.739901 260.705745 \r\nL 74.185121 259.450864 \r\nL 74.630341 254.745033 \r\nL 75.075561 251.607853 \r\nL 76.411222 252.392138 \r\nL 76.856442 248.627501 \r\nL 77.301662 248.000044 \r\nL 77.746882 251.921549 \r\nL 78.192102 253.960748 \r\nL 79.527763 249.333372 \r\nL 79.972983 248.862775 \r\nL 80.418203 242.431514 \r\nL 80.863423 244.313845 \r\nL 81.308643 243.607974 \r\nL 82.644304 244.78441 \r\nL 83.089524 246.274597 \r\nL 83.534744 246.823608 \r\nL 83.979964 244.156984 \r\nL 84.425185 244.627541 \r\nL 85.760845 245.490281 \r\nL 86.206065 242.117786 \r\nL 86.651285 245.725594 \r\nL 87.096506 243.529528 \r\nL 87.541726 240.078611 \r\nL 89.322606 258.980267 \r\nL 89.767827 270.509509 \r\nL 90.213047 270.980066 \r\nL 90.658267 269.019313 \r\nL 91.993927 271.607523 \r\nL 92.439148 267.9213 \r\nL 92.884368 266.744832 \r\nL 93.329588 268.784031 \r\nL 93.774808 267.293874 \r\nL 95.110469 264.235069 \r\nL 95.555689 267.607571 \r\nL 96.000909 260.627292 \r\nL 96.446129 261.33317 \r\nL 96.891349 258.901821 \r\nL 98.22701 254.196031 \r\nL 98.67223 251.686267 \r\nL 99.11745 251.05881 \r\nL 99.56267 249.882375 \r\nL 100.00789 252.941149 \r\nL 101.343551 253.725434 \r\nL 101.788771 254.823487 \r\nL 102.233991 255.137184 \r\nL 103.124432 253.64702 \r\nL 104.460092 250.117657 \r\nL 104.905312 250.980396 \r\nL 105.350532 250.196103 \r\nL 105.795753 253.098009 \r\nL 106.240973 250.117657 \r\nL 107.576633 248.862775 \r\nL 108.021853 254.431305 \r\nL 108.467074 257.490111 \r\nL 108.912294 254.274476 \r\nL 110.693174 258.509679 \r\nL 111.138395 260.078289 \r\nL 111.583615 261.097888 \r\nL 112.028835 258.431264 \r\nL 112.474055 261.33317 \r\nL 113.809716 254.980316 \r\nL 114.254936 244.862855 \r\nL 114.700156 243.372668 \r\nL 115.145376 245.804009 \r\nL 115.590596 240.313893 \r\nL 116.926257 263.137055 \r\nL 117.371477 277.019192 \r\nL 117.816697 280.234819 \r\nL 118.261917 267.764432 \r\nL 118.707137 267.137006 \r\nL 120.042798 268.07816 \r\nL 120.488018 266.823278 \r\nL 120.933238 267.293874 \r\nL 121.378458 267.450703 \r\nL 121.823679 269.725184 \r\nL 123.159339 265.882125 \r\nL 123.604559 266.980146 \r\nL 124.049779 267.137006 \r\nL 124.495 265.882125 \r\nL 124.94022 264.07824 \r\nL 126.27588 266.823278 \r\nL 126.7211 264.627251 \r\nL 127.166321 265.882125 \r\nL 127.611541 246.35302 \r\nL 128.056761 240.470761 \r\nL 129.392421 235.686517 \r\nL 130.728082 219.765213 \r\nL 131.173302 217.882906 \r\nL 132.954183 214.980976 \r\nL 133.399403 216.863283 \r\nL 133.844623 213.882954 \r\nL 134.289843 216.000544 \r\nL 135.625504 212.549658 \r\nL 136.070724 216.392718 \r\nL 136.515944 213.020223 \r\nL 136.961164 213.49078 \r\nL 137.406384 195.05972 \r\nL 138.742045 200.471414 \r\nL 139.187265 198.981226 \r\nL 139.632485 204.079191 \r\nL 140.077705 199.687128 \r\nL 141.858586 195.844006 \r\nL 142.303806 198.275378 \r\nL 142.749026 192.706848 \r\nL 143.194246 199.138117 \r\nL 143.639467 202.275275 \r\nL 144.975127 195.373449 \r\nL 145.420347 192.236229 \r\nL 145.865567 192.157845 \r\nL 146.310788 194.432264 \r\nL 146.756008 183.295204 \r\nL 148.091668 186.197141 \r\nL 148.536888 175.216911 \r\nL 149.427329 172.628701 \r\nL 149.872549 170.432666 \r\nL 151.208209 167.295454 \r\nL 151.65343 164.550408 \r\nL 152.09865 163.373948 \r\nL 152.54387 162.981829 \r\nL 152.98909 156.158394 \r\nL 154.324751 157.726973 \r\nL 154.769971 156.785851 \r\nL 155.215191 158.746603 \r\nL 155.660411 169.09937 \r\nL 156.105631 163.452394 \r\nL 157.441292 166.589614 \r\nL 157.886512 164.315133 \r\nL 158.331732 164.78569 \r\nL 158.776952 152.315334 \r\nL 159.222172 145.648783 \r\nL 160.557833 142.040951 \r\nL 161.003053 146.35463 \r\nL 161.448273 152.707446 \r\nL 162.338714 145.413445 \r\nL 163.674374 147.53109 \r\nL 164.119594 149.805571 \r\nL 164.564814 147.295807 \r\nL 165.010035 150.903592 \r\nL 165.455255 152.236889 \r\nL 166.790915 154.432916 \r\nL 167.236135 149.648679 \r\nL 167.681356 146.197794 \r\nL 168.126576 164.23668 \r\nL 168.571796 165.491593 \r\nL 169.907456 163.06022 \r\nL 170.352677 169.883663 \r\nL 170.797897 167.217063 \r\nL 171.243117 168.864087 \r\nL 171.688337 164.550408 \r\nL 173.023998 161.491641 \r\nL 173.469218 162.197481 \r\nL 173.914438 159.374052 \r\nL 174.359658 163.452394 \r\nL 174.804878 160.707356 \r\nL 176.585759 153.570185 \r\nL 177.030979 153.256456 \r\nL 177.476199 143.374302 \r\nL 177.921419 151.138867 \r\nL 179.25708 153.570185 \r\nL 179.7023 149.25656 \r\nL 180.14752 149.178114 \r\nL 180.59274 140.7861 \r\nL 181.037961 145.80562 \r\nL 182.373621 149.805571 \r\nL 182.818841 150.119299 \r\nL 183.709282 143.844867 \r\nL 184.154502 146.197794 \r\nL 185.490162 143.923313 \r\nL 185.935382 147.687926 \r\nL 186.380603 148.236937 \r\nL 187.271043 151.295704 \r\nL 188.606703 149.334951 \r\nL 189.051924 151.687878 \r\nL 190.387584 140.864546 \r\nL 191.723245 139.923361 \r\nL 192.168465 148.629111 \r\nL 192.613685 138.590065 \r\nL 193.058905 141.805668 \r\nL 193.504125 135.531291 \r\nL 194.839786 125.021625 \r\nL 195.285006 126.903932 \r\nL 195.730226 125.96281 \r\nL 196.175446 129.649033 \r\nL 196.620666 137.021424 \r\nL 197.956327 136.786141 \r\nL 198.401547 143.766421 \r\nL 198.846767 143.295856 \r\nL 199.291987 139.374351 \r\nL 199.737208 141.021375 \r\nL 201.963308 141.727277 \r\nL 202.408529 154.040805 \r\nL 202.853749 159.374052 \r\nL 204.189409 156.472122 \r\nL 204.634629 151.609432 \r\nL 205.52507 161.648478 \r\nL 205.97029 162.981829 \r\nL 207.30595 161.648478 \r\nL 207.751171 166.903335 \r\nL 208.196391 170.82484 \r\nL 208.641611 191.138215 \r\nL 209.086831 196.549908 \r\nL 210.422492 188.785343 \r\nL 210.867712 188.94218 \r\nL 211.312932 189.804919 \r\nL 212.203372 179.53059 \r\nL 213.539033 181.805008 \r\nL 213.984253 185.020674 \r\nL 214.429473 176.707098 \r\nL 214.874693 174.589454 \r\nL 215.319913 165.25631 \r\nL 216.655574 170.589565 \r\nL 217.100794 164.471962 \r\nL 217.546014 168.158185 \r\nL 217.991234 168.628813 \r\nL 218.436455 163.138666 \r\nL 219.772115 164.23668 \r\nL 220.217335 174.118897 \r\nL 220.662555 189.412745 \r\nL 221.107776 188.628451 \r\nL 221.552996 190.902932 \r\nL 222.888656 187.373601 \r\nL 223.333876 185.020674 \r\nL 223.779097 192.706848 \r\nL 224.224317 188.94218 \r\nL 224.669537 191.687218 \r\nL 226.005197 192.314674 \r\nL 226.895638 196.863636 \r\nL 227.340858 195.295003 \r\nL 227.786078 199.843957 \r\nL 229.121739 194.981275 \r\nL 230.012179 187.059873 \r\nL 230.457399 190.510758 \r\nL 230.902619 188.471615 \r\nL 232.23828 193.64797 \r\nL 232.6835 192.157845 \r\nL 233.12872 192.314674 \r\nL 233.57394 193.961699 \r\nL 234.01916 191.844117 \r\nL 235.354821 194.432264 \r\nL 235.800041 189.099016 \r\nL 236.245261 187.295155 \r\nL 236.690481 190.118647 \r\nL 237.135702 187.373601 \r\nL 238.916582 184.393218 \r\nL 239.361802 185.09912 \r\nL 239.807023 182.746193 \r\nL 240.252243 188.94218 \r\nL 241.587903 186.197141 \r\nL 242.033123 181.961908 \r\nL 242.478344 183.059921 \r\nL 242.923564 181.491343 \r\nL 243.368784 177.256109 \r\nL 244.704444 184.001106 \r\nL 245.149665 175.060074 \r\nL 245.594885 170.82484 \r\nL 246.040105 171.452242 \r\nL 246.485325 169.491489 \r\nL 247.820986 170.118938 \r\nL 248.711426 170.197391 \r\nL 249.156646 174.6679 \r\nL 249.601866 186.589253 \r\nL 251.382747 190.824487 \r\nL 251.827967 187.295155 \r\nL 252.273187 179.05997 \r\nL 252.718407 177.961949 \r\nL 254.054068 177.648228 \r\nL 254.944508 168.079739 \r\nL 255.389728 174.981628 \r\nL 255.834949 167.452345 \r\nL 257.615829 151.92316 \r\nL 258.061049 154.589815 \r\nL 258.50627 155.060372 \r\nL 258.95149 157.334853 \r\nL 260.28715 157.726973 \r\nL 260.73237 152.864345 \r\nL 261.177591 152.472163 \r\nL 261.622811 155.844666 \r\nL 262.068031 161.491641 \r\nL 263.403691 163.452394 \r\nL 263.848912 161.883815 \r\nL 264.294132 157.648582 \r\nL 264.739352 156.550568 \r\nL 265.184572 147.53109 \r\nL 266.520233 143.060581 \r\nL 266.965453 143.68803 \r\nL 267.410673 143.609584 \r\nL 267.855893 143.21741 \r\nL 269.636774 138.511619 \r\nL 270.081994 133.884266 \r\nL 270.527214 134.041103 \r\nL 271.417654 130.982337 \r\nL 272.753315 123.923611 \r\nL 273.198535 117.413896 \r\nL 273.643755 123.296155 \r\nL 274.088975 120.002106 \r\nL 274.534196 113.963011 \r\nL 275.869856 114.668858 \r\nL 276.315076 113.021834 \r\nL 276.760296 114.35513 \r\nL 277.205517 124.943179 \r\nL 277.650737 116.0806 \r\nL 278.986397 118.590364 \r\nL 279.431617 109.806231 \r\nL 279.876838 118.119799 \r\nL 280.322058 113.257109 \r\nL 280.767278 110.198342 \r\nL 282.102938 115.296315 \r\nL 282.548159 120.551117 \r\nL 283.438599 114.747304 \r\nL 283.883819 108.551318 \r\nL 285.21948 111.845367 \r\nL 285.6647 111.845367 \r\nL 286.10992 116.394329 \r\nL 286.55514 115.217861 \r\nL 287.00036 111.374809 \r\nL 288.336021 114.433576 \r\nL 288.781241 112.237541 \r\nL 289.226461 103.767073 \r\nL 289.671681 114.433576 \r\nL 290.116901 119.374649 \r\nL 291.452562 123.060872 \r\nL 291.897782 123.139326 \r\nL 292.343002 125.96281 \r\nL 292.788222 131.452894 \r\nL 293.233443 123.766775 \r\nL 295.014323 123.688329 \r\nL 295.459543 132.237187 \r\nL 295.904764 136.943041 \r\nL 296.349984 143.139027 \r\nL 298.130864 134.511668 \r\nL 298.576085 139.923361 \r\nL 299.021305 136.943041 \r\nL 299.466525 131.452894 \r\nL 300.802185 136.001856 \r\nL 301.692626 143.139027 \r\nL 302.137846 141.884114 \r\nL 302.583066 142.903682 \r\nL 303.918727 142.276288 \r\nL 304.363947 136.158693 \r\nL 305.254387 157.334853 \r\nL 305.699607 153.570185 \r\nL 307.035268 148.158546 \r\nL 307.480488 146.825187 \r\nL 307.925708 141.805668 \r\nL 308.370928 139.844916 \r\nL 308.816148 145.884065 \r\nL 310.151809 145.09978 \r\nL 310.597029 144.158595 \r\nL 311.042249 143.766421 \r\nL 311.93269 140.23709 \r\nL 313.26835 128.472573 \r\nL 313.71357 125.96281 \r\nL 314.15879 128.002008 \r\nL 314.604011 121.257019 \r\nL 315.049231 121.257019 \r\nL 316.384891 125.96281 \r\nL 316.830111 123.296155 \r\nL 317.275332 124.629514 \r\nL 317.720552 123.5315 \r\nL 318.165772 117.727625 \r\nL 319.501432 119.374649 \r\nL 319.946653 114.041402 \r\nL 320.391873 116.551165 \r\nL 320.837093 118.276636 \r\nL 321.282313 118.355081 \r\nL 322.617974 118.433527 \r\nL 323.063194 119.21782 \r\nL 323.508414 118.825646 \r\nL 323.953634 116.629611 \r\nL 324.398854 112.472823 \r\nL 325.734515 112.315986 \r\nL 326.179735 119.374649 \r\nL 326.624955 123.296155 \r\nL 327.070175 124.23734 \r\nL 327.515395 126.982378 \r\nL 328.851056 125.570636 \r\nL 329.296276 127.296106 \r\nL 329.741496 130.903883 \r\nL 330.186716 146.511459 \r\nL 330.631937 148.864386 \r\nL 331.967597 153.021174 \r\nL 332.412817 155.76622 \r\nL 332.858037 153.256456 \r\nL 333.303258 153.962359 \r\nL 333.748478 154.119195 \r\nL 335.529358 158.66815 \r\nL 335.974579 162.432826 \r\nL 336.419799 162.040652 \r\nL 336.865019 157.726973 \r\nL 338.6459 160.079899 \r\nL 339.09112 158.275976 \r\nL 339.53634 160.158345 \r\nL 339.98156 160.785802 \r\nL 341.317221 153.570185 \r\nL 341.762441 150.040853 \r\nL 342.207661 149.334951 \r\nL 342.652881 150.432965 \r\nL 343.098101 146.903633 \r\nL 344.433762 143.609584 \r\nL 344.878982 140.707647 \r\nL 345.324202 130.747054 \r\nL 345.769422 132.394079 \r\nL 346.214642 135.374399 \r\nL 347.550303 130.747054 \r\nL 347.995523 136.001856 \r\nL 348.440743 144.629152 \r\nL 348.885963 144.864435 \r\nL 349.331184 146.903633 \r\nL 350.666844 150.040853 \r\nL 351.112064 152.942791 \r\nL 351.557284 151.92316 \r\nL 352.002505 156.315223 \r\nL 352.447725 159.138715 \r\nL 353.783385 166.432715 \r\nL 354.228605 158.354421 \r\nL 354.673826 157.570136 \r\nL 355.119046 143.531139 \r\nL 355.564266 143.295856 \r\nL 356.899926 144.393878 \r\nL 357.345147 146.825187 \r\nL 357.790367 137.178323 \r\nL 358.235587 135.766573 \r\nL 358.680807 136.315584 \r\nL 360.016468 140.707647 \r\nL 360.461688 131.53134 \r\nL 360.906908 134.825389 \r\nL 361.352128 130.747054 \r\nL 361.797348 133.413647 \r\nL 363.133009 125.100079 \r\nL 363.578229 125.727527 \r\nL 364.468669 128.158845 \r\nL 364.913889 125.649081 \r\nL 366.69477 122.904043 \r\nL 367.13999 117.100168 \r\nL 367.58521 122.198141 \r\nL 368.030431 118.66881 \r\nL 369.366091 110.433625 \r\nL 369.811311 112.786551 \r\nL 370.701752 109.884614 \r\nL 371.146972 108.7866 \r\nL 372.482632 108.7866 \r\nL 372.927852 108.551318 \r\nL 373.373073 111.296356 \r\nL 373.818293 111.610084 \r\nL 374.263513 104.159247 \r\nL 376.044394 97.335812 \r\nL 376.489614 95.375059 \r\nL 377.380054 94.747603 \r\nL 378.715715 93.96331 \r\nL 379.160935 93.179024 \r\nL 380.051375 107.06113 \r\nL 380.496595 103.139624 \r\nL 381.832256 103.061234 \r\nL 382.277476 109.884614 \r\nL 382.722696 109.806231 \r\nL 383.167916 114.433576 \r\nL 383.613136 117.727625 \r\nL 384.948797 120.39428 \r\nL 385.394017 124.23734 \r\nL 385.839237 118.825646 \r\nL 386.284457 124.315785 \r\nL 386.729678 122.825598 \r\nL 388.510558 118.276636 \r\nL 389.400999 115.296315 \r\nL 389.846219 114.668858 \r\nL 391.627099 112.943388 \r\nL 392.51754 111.21791 \r\nL 392.96276 113.257109 \r\nL 394.29842 116.708057 \r\nL 394.743641 114.82575 \r\nL 395.188861 119.688377 \r\nL 395.634081 117.649242 \r\nL 396.079301 118.041353 \r\nL 397.414962 122.355033 \r\nL 397.860182 118.66881 \r\nL 398.305402 121.021674 \r\nL 398.750622 128.080399 \r\nL 399.195842 132.550915 \r\nL 400.976723 135.296016 \r\nL 402.312383 146.433076 \r\nL 403.648044 148.550658 \r\nL 404.093264 144.472323 \r\nL 404.538484 148.94284 \r\nL 404.983704 143.844867 \r\nL 405.428925 144.393878 \r\nL 406.764585 160.236728 \r\nL 407.209805 159.687725 \r\nL 407.655025 158.589704 \r\nL 408.100246 158.981878 \r\nL 408.545466 151.687878 \r\nL 409.881126 151.609432 \r\nL 410.326346 143.452693 \r\nL 410.771567 142.197842 \r\nL 411.662007 135.688128 \r\nL 413.442888 139.295905 \r\nL 413.888108 143.060581 \r\nL 414.333328 153.491794 \r\nL 414.778548 156.628951 \r\nL 416.114209 154.825098 \r\nL 416.559429 154.825098 \r\nL 417.004649 143.609584 \r\nL 417.449869 145.335055 \r\nL 417.895089 144.237041 \r\nL 419.23075 148.78594 \r\nL 419.67597 140.864546 \r\nL 420.12119 143.452693 \r\nL 420.56641 142.825299 \r\nL 421.01163 145.178163 \r\nL 422.347291 146.35463 \r\nL 423.237731 137.727326 \r\nL 424.128172 147.53109 \r\nL 425.463832 144.393878 \r\nL 425.909052 143.68803 \r\nL 426.354272 146.746804 \r\nL 426.799493 138.903793 \r\nL 427.244713 133.256818 \r\nL 428.580373 128.080399 \r\nL 429.025593 127.21766 \r\nL 429.470814 132.237187 \r\nL 429.916034 132.943089 \r\nL 430.361254 133.962657 \r\nL 431.696914 130.668608 \r\nL 433.032575 122.590315 \r\nL 433.477795 123.766775 \r\nL 434.813456 123.766775 \r\nL 435.258676 116.943339 \r\nL 435.703896 118.590364 \r\nL 436.149116 127.060831 \r\nL 436.594336 130.119598 \r\nL 437.929997 123.217772 \r\nL 438.375217 127.139277 \r\nL 438.820437 124.472622 \r\nL 439.265657 121.021674 \r\nL 441.046538 121.492301 \r\nL 441.491758 121.806022 \r\nL 441.936978 118.041353 \r\nL 442.827419 113.492391 \r\nL 444.163079 104.551366 \r\nL 444.608299 105.257269 \r\nL 445.053519 104.94354 \r\nL 445.49874 105.021986 \r\nL 445.94396 109.570886 \r\nL 447.27962 113.492391 \r\nL 447.72484 118.276636 \r\nL 448.170061 118.66881 \r\nL 448.615281 112.943388 \r\nL 449.060501 108.943492 \r\nL 450.841382 109.414057 \r\nL 451.286602 112.551269 \r\nL 451.731822 127.531388 \r\nL 452.177042 126.119646 \r\nL 453.512703 129.256859 \r\nL 453.957923 136.472421 \r\nL 454.403143 136.707696 \r\nL 454.848363 138.825348 \r\nL 455.293583 137.09987 \r\nL 457.074464 137.256769 \r\nL 457.519684 137.727326 \r\nL 457.964904 134.19794 \r\nL 458.410124 128.002008 \r\nL 459.745785 128.080399 \r\nL 460.191005 128.472573 \r\nL 460.636225 125.178524 \r\nL 461.081445 123.688329 \r\nL 461.526666 124.551068 \r\nL 462.862326 126.119646 \r\nL 463.752766 132.78619 \r\nL 464.643207 139.688079 \r\nL 465.978867 139.217522 \r\nL 466.424087 141.96256 \r\nL 466.869308 136.39403 \r\nL 467.314528 135.060671 \r\nL 467.759748 136.550867 \r\nL 469.095408 135.688128 \r\nL 469.540629 134.276386 \r\nL 469.985849 137.021424 \r\nL 470.431069 142.589954 \r\nL 470.876289 139.217522 \r\nL 472.21195 141.335103 \r\nL 472.65717 139.688079 \r\nL 473.10239 137.021424 \r\nL 473.54761 136.001856 \r\nL 475.328491 133.492092 \r\nL 476.218931 124.551068 \r\nL 476.664151 125.727527 \r\nL 477.109371 127.609834 \r\nL 478.445032 129.727424 \r\nL 478.890252 127.453005 \r\nL 479.335472 127.296106 \r\nL 479.780692 129.256859 \r\nL 480.225913 125.492253 \r\nL 482.006793 129.021584 \r\nL 482.452013 126.276538 \r\nL 482.897234 131.296065 \r\nL 483.342454 134.276386 \r\nL 484.678114 136.315584 \r\nL 485.123334 138.433174 \r\nL 485.568555 143.609584 \r\nL 486.013775 153.021174 \r\nL 486.458995 153.334902 \r\nL 487.794655 153.334902 \r\nL 488.239876 154.903544 \r\nL 488.685096 148.158546 \r\nL 489.130316 150.119299 \r\nL 489.575536 144.472323 \r\nL 490.911197 146.903633 \r\nL 491.356417 148.001655 \r\nL 491.801637 149.491843 \r\nL 492.246857 146.668359 \r\nL 492.692077 150.51141 \r\nL 494.027738 145.884065 \r\nL 494.472958 142.825299 \r\nL 494.918178 142.197842 \r\nL 495.363398 137.570435 \r\nL 495.808618 136.158693 \r\nL 497.144279 136.472421 \r\nL 497.589499 137.805772 \r\nL 498.034719 135.21757 \r\nL 498.479939 134.825389 \r\nL 498.92516 137.962609 \r\nL 500.70604 136.001856 \r\nL 501.15126 133.962657 \r\nL 501.596481 129.649033 \r\nL 502.041701 122.198141 \r\nL 503.377361 129.884315 \r\nL 503.822581 128.237291 \r\nL 504.267802 130.041152 \r\nL 505.158242 135.845019 \r\nL 506.493902 135.531291 \r\nL 506.939123 131.53134 \r\nL 507.384343 132.158796 \r\nL 507.829563 132.315633 \r\nL 508.274783 127.453005 \r\nL 509.610444 131.609785 \r\nL 510.055664 137.178323 \r\nL 510.500884 125.570636 \r\nL 510.946104 133.099918 \r\nL 511.391324 130.198044 \r\nL 512.726985 133.413647 \r\nL 513.172205 130.35488 \r\nL 513.617425 133.099918 \r\nL 514.062645 132.237187 \r\nL 514.507865 123.688329 \r\nL 515.843526 123.453054 \r\nL 516.288746 123.845165 \r\nL 516.733966 116.472774 \r\nL 517.179186 119.453095 \r\nL 517.624407 116.0806 \r\nL 518.960067 121.806022 \r\nL 519.405287 118.511918 \r\nL 519.850507 140.315535 \r\nL 520.295728 151.138867 \r\nL 520.740948 148.94284 \r\nL 522.076608 140.7861 \r\nL 522.521828 133.884266 \r\nL 522.967049 133.805821 \r\nL 523.412269 132.08035 \r\nL 523.857489 131.060783 \r\nL 525.193149 129.413758 \r\nL 525.63837 131.296065 \r\nL 526.08359 130.982337 \r\nL 526.52881 130.511772 \r\nL 526.97403 131.923514 \r\nL 528.309691 131.845068 \r\nL 528.754911 124.158894 \r\nL 529.200131 120.708008 \r\nL 529.645351 119.845269 \r\nL 530.090571 112.315986 \r\nL 531.426232 107.06113 \r\nL 531.871452 110.433625 \r\nL 532.316672 108.943492 \r\nL 532.761892 79.610592 \r\nL 533.207112 79.453755 \r\nL 534.987993 72.94404 \r\nL 535.433213 63.532451 \r\nL 535.878433 66.748054 \r\nL 536.323654 66.199043 \r\nL 537.659314 60.316785 \r\nL 538.104534 63.846179 \r\nL 538.549754 63.610842 \r\nL 539.440195 43.532749 \r\nL 540.775855 53.885524 \r\nL 541.221075 52.473774 \r\nL 541.666296 63.92457 \r\nL 542.111516 65.336312 \r\nL 542.556736 70.355831 \r\nL 543.892396 69.4931 \r\nL 544.782837 79.296863 \r\nL 545.228057 72.630312 \r\nL 545.673277 72.787204 \r\nL 547.008938 71.767581 \r\nL 547.454158 79.453755 \r\nL 547.899378 69.4931 \r\nL 548.344598 56.081559 \r\nL 548.789818 62.199092 \r\nL 550.125479 52.630673 \r\nL 550.570699 50.434575 \r\nL 551.015919 52.238499 \r\nL 551.906359 48.473823 \r\nL 553.24202 50.591475 \r\nL 553.68724 49.415007 \r\nL 554.13246 56.552179 \r\nL 555.022901 56.395279 \r\nL 556.358561 58.356032 \r\nL 556.803781 53.179676 \r\nL 557.694222 20.552727 \r\nL 558.139442 29.336923 \r\nL 559.475102 24.082114 \r\nL 559.920322 29.650643 \r\nL 560.365543 50.826749 \r\nL 560.810763 44.787662 \r\nL 561.255983 49.571899 \r\nL 563.036864 50.199301 \r\nL 563.482084 50.591475 \r\nL 563.927304 37.572045 \r\nL 564.372524 35.925021 \r\nL 565.708185 34.983899 \r\nL 566.153405 43.611195 \r\nL 566.598625 49.179725 \r\nL 567.043845 42.121007 \r\nL 567.489065 63.610842 \r\nL 568.824726 57.885475 \r\nL 569.715166 50.513021 \r\nL 570.160386 45.571948 \r\nL 570.605606 45.179774 \r\nL 571.941267 56.316834 \r\nL 572.386487 45.493502 \r\nL 572.831707 52.944402 \r\nL 573.276927 56.473733 \r\nL 573.722148 57.101182 \r\nL 575.503028 55.924722 \r\nL 575.948248 53.336513 \r\nL 576.393469 75.061685 \r\nL 576.838689 68.944089 \r\nL 578.174349 66.591225 \r\nL 578.619569 66.8265 \r\nL 579.06479 74.66951 \r\nL 579.51001 72.865594 \r\nL 579.95523 71.846027 \r\nL 581.29089 71.610744 \r\nL 581.736111 76.238089 \r\nL 582.181331 82.434076 \r\nL 582.626551 74.66951 \r\nL 583.071771 82.355693 \r\nL 584.407432 80.081212 \r\nL 584.852652 86.434027 \r\nL 585.297872 97.257366 \r\nL 585.743092 87.767323 \r\nL 586.188312 87.767323 \r\nL 587.523973 76.865546 \r\nL 587.969193 82.120347 \r\nL 588.414413 82.82625 \r\nL 588.859633 90.747706 \r\nL 589.304853 77.25772 \r\nL 590.640514 76.708709 \r\nL 591.085734 78.747853 \r\nL 591.530954 92.316285 \r\nL 591.976174 87.845777 \r\nL 592.421395 92.08101 \r\nL 593.757055 82.82625 \r\nL 594.202275 85.022285 \r\nL 594.647495 97.10053 \r\nL 595.092716 96.943638 \r\nL 596.873596 94.904494 \r\nL 597.318816 98.747554 \r\nL 597.764037 94.590766 \r\nL 598.654477 97.571087 \r\nL 600.435358 101.492592 \r\nL 601.325798 108.629763 \r\nL 601.771018 119.296266 \r\nL 603.106679 117.257068 \r\nL 603.551899 118.119799 \r\nL 603.997119 114.982587 \r\nL 604.887559 103.923973 \r\nL 606.22322 107.610133 \r\nL 606.66844 109.727785 \r\nL 607.11366 119.296266 \r\nL 607.55888 117.962907 \r\nL 608.0041 113.64929 \r\nL 609.339761 109.100328 \r\nL 609.784981 117.335513 \r\nL 610.230201 121.100119 \r\nL 610.675421 118.119799 \r\nL 611.120642 114.198293 \r\nL 612.456302 117.570796 \r\nL 612.901522 110.825799 \r\nL 613.346742 117.100168 \r\nL 614.237183 108.629763 \r\nL 615.572843 103.296516 \r\nL 616.018063 130.668608 \r\nL 616.463284 134.825389 \r\nL 616.908504 133.178364 \r\nL 619.134605 142.668399 \r\nL 619.579825 140.393926 \r\nL 620.025045 143.139027 \r\nL 620.470265 147.609536 \r\nL 621.805926 144.001704 \r\nL 622.251146 145.570337 \r\nL 622.696366 142.746853 \r\nL 623.141586 148.550658 \r\nL 623.586806 157.099571 \r\nL 625.367687 161.726924 \r\nL 625.812907 158.119147 \r\nL 626.258127 158.040701 \r\nL 626.703347 162.040652 \r\nL 628.039008 165.962158 \r\nL 628.929448 159.687725 \r\nL 629.374668 157.726973 \r\nL 629.819889 159.609334 \r\nL 631.155549 159.21716 \r\nL 632.045989 162.432826 \r\nL 632.49121 166.511161 \r\nL 632.93643 164.471962 \r\nL 634.27209 169.962109 \r\nL 634.71731 173.805169 \r\nL 635.162531 166.354332 \r\nL 635.607751 166.511161 \r\nL 637.388631 161.256359 \r\nL 637.833852 151.374149 \r\nL 638.279072 157.099571 \r\nL 638.724292 159.295606 \r\nL 639.169512 156.628951 \r\nL 640.505173 150.66831 \r\nL 640.950393 151.374149 \r\nL 641.395613 152.472163 \r\nL 641.840833 151.060421 \r\nL 642.286053 154.51137 \r\nL 643.621714 156.785851 \r\nL 644.066934 159.609334 \r\nL 644.512154 156.315223 \r\nL 644.957374 161.413196 \r\nL 645.402594 168.707196 \r\nL 646.738255 170.275837 \r\nL 647.183475 164.628861 \r\nL 647.628695 163.609231 \r\nL 648.073915 164.158234 \r\nL 648.519136 165.569984 \r\nL 650.300016 163.452394 \r\nL 650.745236 153.570185 \r\nL 651.190457 159.21716 \r\nL 651.635677 171.295405 \r\nL 652.971337 169.491489 \r\nL 653.416557 165.962158 \r\nL 653.861778 160.864185 \r\nL 654.306998 164.550408 \r\nL 654.752218 162.432826 \r\nL 656.087878 166.118986 \r\nL 656.533099 185.177511 \r\nL 656.978319 192.314674 \r\nL 657.423539 193.412696 \r\nL 657.868759 208.235979 \r\nL 659.64964 235.21596 \r\nL 660.09486 221.647519 \r\nL 660.54008 211.843756 \r\nL 660.9853 220.784788 \r\nL 662.320961 222.431813 \r\nL 662.766181 229.568976 \r\nL 663.211401 224.706294 \r\nL 663.656621 221.412237 \r\nL 664.101841 229.019973 \r\nL 665.882722 209.490892 \r\nL 666.773162 227.216049 \r\nL 667.218383 223.059261 \r\nL 668.554043 225.961199 \r\nL 668.999263 225.647471 \r\nL 669.444483 222.745541 \r\nL 669.889704 224.471011 \r\nL 670.334924 233.333621 \r\nL 671.670584 230.353269 \r\nL 672.115804 231.372869 \r\nL 673.006245 229.49053 \r\nL 673.451465 229.882704 \r\nL 674.787125 230.823858 \r\nL 675.232346 229.882704 \r\nL 675.677566 221.569136 \r\nL 676.122786 226.039645 \r\nL 676.568006 220.47106 \r\nL 677.903667 213.49078 \r\nL 678.348887 214.980976 \r\nL 679.239327 205.569386 \r\nL 679.684547 207.059519 \r\nL 681.020208 205.177212 \r\nL 681.465428 206.745791 \r\nL 681.910648 259.293995 \r\nL 682.355868 264.78408 \r\nL 682.801088 268.235028 \r\nL 684.136749 268.548756 \r\nL 685.027189 270.195781 \r\nL 685.472409 268.156574 \r\nL 685.91763 272.862404 \r\nL 687.25329 275.05844 \r\nL 687.69851 279.293665 \r\nL 688.14373 278.038792 \r\nL 688.588951 275.529028 \r\nL 689.034171 281.175972 \r\nL 690.369831 278.274066 \r\nL 690.815051 274.352561 \r\nL 691.705492 270.431055 \r\nL 692.150712 269.097759 \r\nL 693.486372 271.372209 \r\nL 693.931593 269.882052 \r\nL 694.376813 278.509349 \r\nL 695.267253 287.607273 \r\nL 696.602914 276.234899 \r\nL 697.048134 260.156734 \r\nL 697.493354 252.235278 \r\nL 697.938574 254.039162 \r\nL 698.383794 258.980267 \r\nL 699.719455 257.490111 \r\nL 700.164675 260.156734 \r\nL 700.609895 257.64694 \r\nL 701.500335 260.392017 \r\nL 702.835996 268.627171 \r\nL 703.281216 267.450703 \r\nL 703.726436 272.470262 \r\nL 704.616877 262.195902 \r\nL 705.952537 255.607772 \r\nL 706.397757 262.588044 \r\nL 706.842977 266.35269 \r\nL 707.288198 262.980195 \r\nL 707.733418 264.548797 \r\nL 709.069078 256.470512 \r\nL 709.514298 262.35277 \r\nL 709.959519 257.176383 \r\nL 710.404739 267.529149 \r\nL 710.849959 268.548756 \r\nL 712.185619 263.058641 \r\nL 712.63084 255.294044 \r\nL 713.07606 250.980396 \r\nL 713.52128 253.019563 \r\nL 715.302161 253.64702 \r\nL 715.747381 246.902023 \r\nL 716.192601 246.35302 \r\nL 716.637821 249.333372 \r\nL 718.418702 248.07849 \r\nL 718.863922 236.627702 \r\nL 719.309142 231.686597 \r\nL 719.754362 220.078941 \r\nL 720.199582 231.765011 \r\nL 721.535243 226.431764 \r\nL 721.980463 231.137586 \r\nL 722.425683 244.470713 \r\nL 722.870903 235.529657 \r\nL 723.316124 244.392267 \r\nL 725.097004 239.451162 \r\nL 725.542224 252.941149 \r\nL 726.432665 238.431586 \r\nL 727.768325 232.470882 \r\nL 728.213545 228.157234 \r\nL 728.658766 228.549377 \r\nL 729.103986 226.431764 \r\nL 729.549206 209.647721 \r\nL 730.884866 200.706696 \r\nL 731.775307 210.353623 \r\nL 732.220527 209.177163 \r\nL 732.665747 204.628201 \r\nL 734.001408 205.412487 \r\nL 734.446628 213.9614 \r\nL 734.891848 214.118237 \r\nL 735.337068 217.80446 \r\nL 735.782288 211.05947 \r\nL 737.563169 213.255498 \r\nL 738.008389 211.608473 \r\nL 738.453609 227.216049 \r\nL 738.898829 222.980816 \r\nL 740.23449 215.37315 \r\nL 741.57015 196.471462 \r\nL 742.015371 208.471261 \r\nL 743.351031 209.80462 \r\nL 743.796251 208.863435 \r\nL 744.241471 210.824188 \r\nL 744.686692 211.373199 \r\nL 745.131912 206.353672 \r\nL 746.467572 197.64793 \r\nL 746.912792 196.471462 \r\nL 747.358013 200.471414 \r\nL 747.803233 201.412536 \r\nL 748.248453 203.294905 \r\nL 749.584113 201.80471 \r\nL 750.029334 196.079351 \r\nL 750.474554 196.863636 \r\nL 751.364994 205.020376 \r\nL 752.700655 197.020473 \r\nL 753.145875 197.804758 \r\nL 753.591095 201.020424 \r\nL 754.036315 196.785191 \r\nL 755.817196 195.844006 \r\nL 756.262416 196.549908 \r\nL 756.707636 190.510758 \r\nL 757.152856 192.942131 \r\nL 757.598076 188.471615 \r\nL 758.933737 188.157894 \r\nL 759.378957 191.765671 \r\nL 759.824177 188.628451 \r\nL 760.269397 195.05972 \r\nL 760.714618 196.314626 \r\nL 762.050278 201.490981 \r\nL 762.495498 190.510758 \r\nL 762.940718 187.765712 \r\nL 763.385939 190.510758 \r\nL 765.166819 182.197182 \r\nL 765.612039 182.903085 \r\nL 766.05726 187.295155 \r\nL 766.50248 193.098968 \r\nL 768.28336 185.255957 \r\nL 768.728581 186.589253 \r\nL 769.173801 185.648131 \r\nL 769.619021 189.648019 \r\nL 770.064241 205.647769 \r\nL 771.399902 200.000856 \r\nL 771.845122 204.628201 \r\nL 772.290342 203.138014 \r\nL 772.735562 202.981177 \r\nL 773.180782 194.824438 \r\nL 774.516443 189.334354 \r\nL 774.961663 190.589204 \r\nL 775.406883 209.255547 \r\nL 775.852103 205.804669 \r\nL 776.297323 220.784788 \r\nL 777.632984 212.314376 \r\nL 778.078204 219.529938 \r\nL 778.523424 234.823778 \r\nL 778.968644 187.373601 \r\nL 779.413865 182.197182 \r\nL 780.749525 185.020674 \r\nL 781.194745 179.216862 \r\nL 781.639965 177.3345 \r\nL 782.085186 174.432625 \r\nL 782.530406 175.216911 \r\nL 784.311286 174.981628 \r\nL 784.756507 177.177663 \r\nL 785.201727 173.648332 \r\nL 785.646947 174.275726 \r\nL 786.982607 172.863984 \r\nL 787.427828 173.020875 \r\nL 787.873048 171.060123 \r\nL 788.318268 172.550318 \r\nL 788.763488 172.158144 \r\nL 790.099149 176.942381 \r\nL 790.544369 173.648332 \r\nL 791.434809 170.903231 \r\nL 791.880029 173.648332 \r\nL 793.21569 172.471872 \r\nL 794.55135 164.628861 \r\nL 794.99657 165.726875 \r\nL 796.332231 169.334652 \r\nL 796.777451 169.256207 \r\nL 797.222671 161.80537 \r\nL 797.667891 157.413299 \r\nL 798.113112 159.060324 \r\nL 799.893992 156.472122 \r\nL 800.339212 151.138867 \r\nL 800.784433 153.413348 \r\nL 801.229653 150.982038 \r\nL 802.565313 149.25656 \r\nL 803.010533 155.452547 \r\nL 803.455754 152.707446 \r\nL 803.900974 152.080052 \r\nL 804.346194 152.315334 \r\nL 805.681854 150.982038 \r\nL 806.127075 152.393717 \r\nL 806.572295 151.374149 \r\nL 807.017515 153.491794 \r\nL 807.462735 153.256456 \r\nL 808.798396 151.687878 \r\nL 809.243616 151.844714 \r\nL 809.688836 155.060372 \r\nL 810.134056 155.687829 \r\nL 810.579276 157.805418 \r\nL 811.914937 151.452595 \r\nL 812.360157 156.550568 \r\nL 812.805377 158.040701 \r\nL 813.250597 155.217209 \r\nL 813.695817 151.609432 \r\nL 815.031478 154.903544 \r\nL 815.476698 153.334902 \r\nL 815.921918 150.119299 \r\nL 816.367138 151.295704 \r\nL 816.812358 150.589864 \r\nL 818.148019 155.060372 \r\nL 818.593239 158.432875 \r\nL 819.038459 158.119147 \r\nL 819.483679 147.374198 \r\nL 819.9289 159.060324 \r\nL 821.26456 159.923063 \r\nL 821.70978 165.648429 \r\nL 822.155 163.609231 \r\nL 822.600221 171.530688 \r\nL 823.045441 172.158144 \r\nL 824.381101 170.118938 \r\nL 824.826321 170.82484 \r\nL 825.271542 169.805217 \r\nL 825.716762 158.825049 \r\nL 826.161982 161.491641 \r\nL 827.942863 157.570136 \r\nL 828.388083 164.942582 \r\nL 828.833303 166.746443 \r\nL 829.278523 178.746242 \r\nL 830.614184 165.883712 \r\nL 831.059404 169.648381 \r\nL 831.504624 169.177816 \r\nL 831.949844 162.275927 \r\nL 832.395064 158.589704 \r\nL 833.730725 164.707307 \r\nL 834.175945 165.648429 \r\nL 834.621165 163.922959 \r\nL 835.511605 162.668109 \r\nL 836.847266 168.393467 \r\nL 837.292486 162.824938 \r\nL 837.737706 167.060171 \r\nL 838.182926 175.373747 \r\nL 838.628147 164.471962 \r\nL 839.963807 165.334701 \r\nL 840.409027 167.3739 \r\nL 840.854247 168.001356 \r\nL 841.299468 186.118688 \r\nL 841.744688 191.295106 \r\nL 843.080348 196.942027 \r\nL 843.525568 201.569435 \r\nL 843.970789 201.020424 \r\nL 844.416009 194.981275 \r\nL 844.861229 193.255859 \r\nL 846.196889 195.05972 \r\nL 846.64211 189.961748 \r\nL 847.08733 189.804919 \r\nL 847.53255 191.059769 \r\nL 847.97777 194.118598 \r\nL 849.313431 187.451992 \r\nL 849.758651 186.118688 \r\nL 850.649091 182.432465 \r\nL 851.094311 181.177615 \r\nL 852.429972 180.942332 \r\nL 852.875192 186.589253 \r\nL 853.765632 184.001106 \r\nL 854.210852 187.687267 \r\nL 855.546513 182.824639 \r\nL 855.991733 182.746193 \r\nL 856.436953 172.471872 \r\nL 856.882173 170.197391 \r\nL 857.327394 171.452242 \r\nL 858.663054 177.256109 \r\nL 859.108274 169.962109 \r\nL 859.553494 170.197391 \r\nL 859.998715 187.451992 \r\nL 860.443935 192.549957 \r\nL 861.779595 186.040242 \r\nL 862.670036 174.589454 \r\nL 863.560476 171.452242 \r\nL 864.896136 171.76597 \r\nL 865.341357 170.35422 \r\nL 865.786577 177.726674 \r\nL 866.677017 174.197343 \r\nL 868.012678 181.569734 \r\nL 868.457898 178.275677 \r\nL 868.903118 176.393378 \r\nL 869.793558 180.471712 \r\nL 871.129219 168.001356 \r\nL 871.574439 166.981726 \r\nL 872.019659 170.589565 \r\nL 872.464879 172.628701 \r\nL 872.910099 173.412994 \r\nL 874.69098 166.824889 \r\nL 875.1362 171.373851 \r\nL 875.58142 184.314835 \r\nL 876.026641 184.706946 \r\nL 877.807521 183.452096 \r\nL 878.252741 186.510862 \r\nL 878.697962 186.902981 \r\nL 879.143182 188.000995 \r\nL 879.143182 188.000995 \r\n\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n   </g>\r\n   <g id=\"line2d_16\">\r\n    <path clip-path=\"url(#p3b9989588a)\" d=\"M 86.206065 253.275784 \r\nL 86.651285 252.901935 \r\nL 87.096506 252.292794 \r\nL 87.541726 251.492807 \r\nL 89.322606 251.213073 \r\nL 90.658267 251.654896 \r\nL 92.439148 252.086262 \r\nL 93.329588 252.598671 \r\nL 93.774808 253.016966 \r\nL 95.110469 253.437873 \r\nL 96.000909 254.345047 \r\nL 96.446129 254.789484 \r\nL 96.891349 255.02216 \r\nL 98.67223 255.108433 \r\nL 99.11745 255.181634 \r\nL 100.00789 255.717573 \r\nL 101.343551 256.054821 \r\nL 103.124432 257.254801 \r\nL 104.460092 257.437805 \r\nL 105.350532 257.890086 \r\nL 106.240973 258.355438 \r\nL 107.576633 258.648243 \r\nL 108.021853 258.496611 \r\nL 108.912294 257.505778 \r\nL 110.693174 257.155457 \r\nL 111.138395 256.771149 \r\nL 112.474055 256.018221 \r\nL 113.809716 255.607769 \r\nL 115.590596 252.959447 \r\nL 116.926257 253.100621 \r\nL 118.707137 255.94502 \r\nL 120.042798 256.449587 \r\nL 121.823679 258.222108 \r\nL 123.159339 258.629945 \r\nL 124.495 260.253449 \r\nL 124.94022 260.619457 \r\nL 126.27588 261.176311 \r\nL 127.166321 262.083487 \r\nL 128.056761 261.252127 \r\nL 129.392421 260.491355 \r\nL 130.282862 258.248253 \r\nL 131.173302 255.511043 \r\nL 132.954183 254.177731 \r\nL 134.289843 251.267973 \r\nL 135.625504 250.342498 \r\nL 136.070724 248.784354 \r\nL 137.406384 242.002763 \r\nL 138.742045 239.780577 \r\nL 140.522925 230.842159 \r\nL 141.858586 228.379453 \r\nL 143.639467 219.26326 \r\nL 144.975127 216.973101 \r\nL 146.756008 207.58763 \r\nL 148.091668 205.778509 \r\nL 148.536888 203.762855 \r\nL 149.427329 201.841317 \r\nL 149.872549 200.068797 \r\nL 151.208209 198.319805 \r\nL 152.98909 191.10162 \r\nL 154.324751 189.159168 \r\nL 155.660411 183.914809 \r\nL 156.105631 182.246863 \r\nL 157.441292 181.297859 \r\nL 158.331732 178.952799 \r\nL 159.222172 175.426059 \r\nL 160.557833 173.535892 \r\nL 162.338714 167.130763 \r\nL 163.674374 165.305957 \r\nL 165.455255 159.507359 \r\nL 166.790915 158.545283 \r\nL 167.681356 156.359697 \r\nL 168.571796 155.91526 \r\nL 169.907456 155.774086 \r\nL 171.688337 156.555774 \r\nL 173.023998 156.681263 \r\nL 173.469218 156.861651 \r\nL 173.914438 156.882566 \r\nL 174.804878 156.602832 \r\nL 176.585759 156.168851 \r\nL 177.030979 155.800228 \r\nL 177.476199 155.086515 \r\nL 177.921419 155.0473 \r\nL 179.25708 155.311346 \r\nL 179.7023 155.551867 \r\nL 180.14752 155.645983 \r\nL 180.59274 155.248605 \r\nL 181.037961 155.13096 \r\nL 183.264061 155.264292 \r\nL 186.380603 154.44339 \r\nL 186.825823 154.566263 \r\nL 187.271043 154.134897 \r\nL 188.606703 153.596342 \r\nL 189.051924 153.217264 \r\nL 189.942364 151.721863 \r\nL 190.387584 150.788545 \r\nL 191.723245 149.967643 \r\nL 192.168465 149.538892 \r\nL 193.504125 147.235662 \r\nL 194.839786 146.046138 \r\nL 195.730226 144.247475 \r\nL 196.620666 143.319384 \r\nL 198.846767 142.380836 \r\nL 199.291987 142.333778 \r\nL 199.737208 142.174303 \r\nL 201.963308 141.905027 \r\nL 202.408529 142.035744 \r\nL 202.853749 142.454039 \r\nL 204.634629 143.055335 \r\nL 205.97029 144.43832 \r\nL 207.30595 144.83047 \r\nL 207.751171 145.350725 \r\nL 208.196391 146.067054 \r\nL 209.086831 148.995111 \r\nL 210.422492 150.485284 \r\nL 211.312932 153.75059 \r\nL 213.539033 156.221138 \r\nL 215.319913 161.964838 \r\nL 216.655574 163.452397 \r\nL 217.991234 166.712476 \r\nL 218.436455 167.358217 \r\nL 219.772115 168.056245 \r\nL 220.217335 169.214396 \r\nL 221.107776 172.390814 \r\nL 221.552996 173.619552 \r\nL 222.888656 174.55287 \r\nL 223.333876 175.504489 \r\nL 224.224317 177.948895 \r\nL 224.669537 178.950187 \r\nL 226.005197 179.927948 \r\nL 226.895638 181.101787 \r\nL 227.786078 183.01548 \r\nL 229.121739 183.143582 \r\nL 230.012179 182.827247 \r\nL 230.902619 182.869075 \r\nL 232.23828 182.997177 \r\nL 233.12872 183.768408 \r\nL 233.57394 184.066442 \r\nL 234.01916 184.571009 \r\nL 235.354821 185.232436 \r\nL 235.800041 186.027193 \r\nL 236.245261 186.584046 \r\nL 237.135702 188.079449 \r\nL 238.916582 188.60493 \r\nL 239.807023 189.953929 \r\nL 240.252243 190.448038 \r\nL 241.587903 190.340851 \r\nL 243.368784 189.402305 \r\nL 244.704444 189.112114 \r\nL 245.149665 188.649377 \r\nL 246.040105 187.25855 \r\nL 246.485325 186.346145 \r\nL 247.820986 185.506943 \r\nL 248.711426 183.68998 \r\nL 249.156646 183.276914 \r\nL 249.601866 183.146197 \r\nL 251.382747 183.224626 \r\nL 251.827967 183.012865 \r\nL 252.718407 182.097845 \r\nL 254.054068 181.554063 \r\nL 254.499288 180.905706 \r\nL 254.944508 180.027289 \r\nL 255.389728 179.556709 \r\nL 255.834949 178.895282 \r\nL 257.170609 177.742359 \r\nL 258.061049 175.567231 \r\nL 258.95149 173.718894 \r\nL 260.28715 172.678387 \r\nL 261.177591 170.584303 \r\nL 262.068031 169.010471 \r\nL 263.403691 168.550347 \r\nL 264.294132 167.232721 \r\nL 264.739352 166.756912 \r\nL 265.184572 165.95954 \r\nL 266.520233 165.07851 \r\nL 267.855893 162.414502 \r\nL 269.636774 161.209292 \r\nL 271.417654 154.129671 \r\nL 272.753315 152.328393 \r\nL 273.643755 148.684007 \r\nL 274.088975 147.081419 \r\nL 274.534196 145.047465 \r\nL 275.869856 143.288016 \r\nL 276.760296 140.618778 \r\nL 277.205517 139.630557 \r\nL 277.650737 138.331231 \r\nL 278.986397 137.039748 \r\nL 279.431617 135.44239 \r\nL 280.322058 132.97707 \r\nL 280.767278 131.455526 \r\nL 282.102938 129.915682 \r\nL 283.883819 123.988978 \r\nL 285.21948 122.799454 \r\nL 287.00036 118.841346 \r\nL 288.336021 118.038744 \r\nL 288.781241 117.317187 \r\nL 289.226461 116.308053 \r\nL 289.671681 115.706754 \r\nL 290.116901 115.319831 \r\nL 291.452562 115.291073 \r\nL 292.788222 115.952503 \r\nL 293.233443 116.279295 \r\nL 295.014323 116.579944 \r\nL 296.349984 118.579914 \r\nL 297.685644 119.259641 \r\nL 298.130864 119.790352 \r\nL 298.576085 120.794256 \r\nL 299.466525 122.028223 \r\nL 300.802185 122.888341 \r\nL 302.583066 126.200705 \r\nL 303.918727 127.324871 \r\nL 304.363947 128.135315 \r\nL 305.254387 130.642465 \r\nL 305.699607 131.920876 \r\nL 307.035268 133.147 \r\nL 308.816148 137.463269 \r\nL 310.151809 138.320774 \r\nL 311.042249 139.711601 \r\nL 311.93269 140.18741 \r\nL 313.71357 140.161268 \r\nL 314.15879 140.305057 \r\nL 314.604011 139.939051 \r\nL 315.049231 139.416184 \r\nL 316.384891 138.843643 \r\nL 317.720552 137.528634 \r\nL 318.165772 136.88812 \r\nL 319.501432 136.485512 \r\nL 321.282313 133.361376 \r\nL 322.617974 132.545704 \r\nL 323.953634 130.216329 \r\nL 324.398854 128.720928 \r\nL 325.734515 127.345788 \r\nL 326.624955 125.602024 \r\nL 327.515395 124.587662 \r\nL 328.851056 123.910547 \r\nL 329.741496 122.875268 \r\nL 330.186716 122.966769 \r\nL 331.967597 124.072632 \r\nL 333.748478 128.093478 \r\nL 335.084138 129.139213 \r\nL 336.419799 132.862028 \r\nL 336.865019 134.19534 \r\nL 338.6459 135.552182 \r\nL 339.98156 139.897212 \r\nL 341.317221 141.071049 \r\nL 343.098101 145.191242 \r\nL 344.433762 146.229134 \r\nL 344.878982 147.175523 \r\nL 346.214642 148.229103 \r\nL 347.550303 148.354592 \r\nL 347.995523 148.702299 \r\nL 348.885963 149.745419 \r\nL 351.112064 149.795094 \r\nL 351.557284 149.666992 \r\nL 352.447725 149.941496 \r\nL 354.228605 150.385933 \r\nL 354.673826 150.349332 \r\nL 355.564266 149.094449 \r\nL 356.899926 148.650013 \r\nL 357.345147 148.208189 \r\nL 358.235587 146.691875 \r\nL 358.680807 145.876201 \r\nL 360.016468 145.44745 \r\nL 361.352128 143.690617 \r\nL 361.797348 143.240951 \r\nL 363.133009 142.623967 \r\nL 363.578229 142.12463 \r\nL 364.468669 141.855351 \r\nL 364.913889 141.531174 \r\nL 366.24955 141.293268 \r\nL 366.69477 140.856675 \r\nL 368.030431 138.242338 \r\nL 369.366091 136.922097 \r\nL 370.701752 132.681642 \r\nL 371.146972 131.003238 \r\nL 372.482632 129.081701 \r\nL 373.373073 125.879138 \r\nL 374.263513 123.510549 \r\nL 375.599173 122.007306 \r\nL 376.489614 118.964218 \r\nL 377.380054 117.596919 \r\nL 378.715715 116.185176 \r\nL 379.160935 114.600889 \r\nL 380.496595 111.735574 \r\nL 381.832256 110.723827 \r\nL 383.167916 109.270256 \r\nL 383.613136 108.922549 \r\nL 385.839237 108.632358 \r\nL 386.284457 108.872878 \r\nL 388.065338 108.917321 \r\nL 388.510558 109.178755 \r\nL 391.181879 109.492477 \r\nL 391.627099 109.631037 \r\nL 392.51754 109.71208 \r\nL 392.96276 109.86894 \r\nL 394.743641 110.156519 \r\nL 395.634081 111.285913 \r\nL 396.079301 111.976097 \r\nL 397.414962 112.87543 \r\nL 398.305402 114.574749 \r\nL 399.195842 116.791705 \r\nL 400.976723 117.732868 \r\nL 402.312383 121.455686 \r\nL 403.648044 122.747167 \r\nL 404.983704 125.570652 \r\nL 405.428925 126.242536 \r\nL 406.764585 127.622906 \r\nL 408.545466 132.428056 \r\nL 409.881126 133.638493 \r\nL 411.662007 137.243664 \r\nL 413.442888 138.111624 \r\nL 413.888108 138.990041 \r\nL 414.778548 141.510262 \r\nL 416.114209 142.749457 \r\nL 416.559429 143.975582 \r\nL 417.449869 145.572942 \r\nL 417.895089 146.346788 \r\nL 420.56641 147.708857 \r\nL 421.01163 147.808201 \r\nL 422.347291 147.805586 \r\nL 423.682951 147.162459 \r\nL 424.128172 147.285333 \r\nL 425.463832 147.285333 \r\nL 426.799493 145.646149 \r\nL 427.244713 144.788647 \r\nL 428.580373 144.001731 \r\nL 429.025593 143.188672 \r\nL 429.916034 142.50633 \r\nL 430.361254 142.336398 \r\nL 431.696914 142.16908 \r\nL 432.142135 141.792617 \r\nL 432.587355 141.183476 \r\nL 433.477795 139.058021 \r\nL 434.813456 138.022744 \r\nL 435.258676 136.760018 \r\nL 436.149116 135.316904 \r\nL 436.594336 134.846322 \r\nL 437.929997 133.99405 \r\nL 438.375217 133.536541 \r\nL 439.265657 132.177084 \r\nL 441.046538 131.387556 \r\nL 442.827419 128.062118 \r\nL 444.163079 126.629461 \r\nL 445.94396 121.664833 \r\nL 447.72484 120.679227 \r\nL 448.170061 120.394265 \r\nL 449.060501 118.951152 \r\nL 450.396161 118.13025 \r\nL 451.286602 116.90674 \r\nL 453.512703 117.298889 \r\nL 453.957923 117.72241 \r\nL 454.848363 119.055722 \r\nL 455.293583 119.390356 \r\nL 457.074464 119.628262 \r\nL 457.519684 120.111914 \r\nL 458.410124 120.464849 \r\nL 459.745785 120.70014 \r\nL 460.636225 121.045232 \r\nL 462.862326 121.94195 \r\nL 463.752766 123.680482 \r\nL 464.643207 125.876524 \r\nL 465.978867 126.864745 \r\nL 466.424087 127.813751 \r\nL 467.759748 129.750975 \r\nL 469.095408 130.642463 \r\nL 469.985849 132.394068 \r\nL 470.431069 133.395357 \r\nL 470.876289 133.784895 \r\nL 472.21195 134.292077 \r\nL 472.65717 134.639785 \r\nL 473.54761 134.634557 \r\nL 475.328491 134.456781 \r\nL 475.773711 134.18489 \r\nL 476.664151 133.361373 \r\nL 477.109371 133.14177 \r\nL 480.225913 133.33523 \r\nL 482.452013 133.450264 \r\nL 485.123334 133.199288 \r\nL 485.568555 133.254189 \r\nL 486.458995 134.417568 \r\nL 487.794655 134.977036 \r\nL 488.685096 136.080288 \r\nL 489.130316 136.516884 \r\nL 490.911197 136.835834 \r\nL 491.801637 137.384844 \r\nL 492.246857 137.706409 \r\nL 492.692077 138.19006 \r\nL 494.027738 138.603126 \r\nL 495.808618 140.333816 \r\nL 497.144279 140.55865 \r\nL 498.034719 141.167791 \r\nL 498.479939 141.353408 \r\nL 498.92516 141.769087 \r\nL 501.15126 142.200451 \r\nL 501.596481 142.312867 \r\nL 502.041701 142.009603 \r\nL 503.377361 141.863201 \r\nL 504.713022 140.969098 \r\nL 505.158242 140.39656 \r\nL 506.493902 139.803106 \r\nL 508.274783 137.034522 \r\nL 509.610444 136.605771 \r\nL 510.055664 136.281594 \r\nL 510.946104 134.987496 \r\nL 511.391324 134.438485 \r\nL 512.726985 133.86856 \r\nL 513.172205 133.35092 \r\nL 514.062645 132.694719 \r\nL 514.507865 132.231982 \r\nL 515.843526 131.808461 \r\nL 516.288746 131.387552 \r\nL 517.179186 130.15097 \r\nL 517.624407 129.526144 \r\nL 518.960067 128.987591 \r\nL 519.405287 128.404593 \r\nL 519.850507 128.616356 \r\nL 520.740948 130.224173 \r\nL 523.412269 130.862072 \r\nL 523.857489 130.702597 \r\nL 526.52881 130.391493 \r\nL 526.97403 130.54051 \r\nL 528.309691 130.548353 \r\nL 528.754911 130.114372 \r\nL 529.200131 129.952284 \r\nL 530.090571 128.914394 \r\nL 531.426232 128.035977 \r\nL 532.316672 126.566721 \r\nL 533.207112 123.338015 \r\nL 534.542773 121.711897 \r\nL 536.323654 114.830962 \r\nL 537.659314 112.781321 \r\nL 538.104534 110.95913 \r\nL 538.549754 108.402306 \r\nL 539.440195 104.815436 \r\nL 540.775855 101.646859 \r\nL 541.666296 96.371125 \r\nL 542.556736 92.031324 \r\nL 543.892396 89.979068 \r\nL 545.673277 82.554348 \r\nL 547.008938 80.54915 \r\nL 547.899378 76.98058 \r\nL 548.789818 72.904825 \r\nL 550.125479 70.915315 \r\nL 551.015919 67.087926 \r\nL 551.906359 65.07227 \r\nL 553.24202 64.104966 \r\nL 553.68724 63.103675 \r\nL 554.13246 62.499764 \r\nL 555.022901 61.948138 \r\nL 556.358561 61.775591 \r\nL 556.803781 61.323312 \r\nL 557.249001 60.29065 \r\nL 558.139442 57.814872 \r\nL 559.920322 56.034511 \r\nL 560.365543 55.932552 \r\nL 560.810763 55.676348 \r\nL 561.255983 55.197926 \r\nL 563.036864 54.693359 \r\nL 563.482084 54.034547 \r\nL 564.372524 51.676414 \r\nL 565.708185 50.199315 \r\nL 567.043845 47.456876 \r\nL 567.489065 46.928779 \r\nL 569.269946 46.4765 \r\nL 569.715166 46.086964 \r\nL 570.605606 45.676513 \r\nL 571.941267 45.812458 \r\nL 572.386487 45.713114 \r\nL 572.831707 45.791545 \r\nL 573.276927 46.026836 \r\nL 575.503028 46.02945 \r\nL 575.948248 45.862133 \r\nL 576.393469 46.591533 \r\nL 576.838689 47.715697 \r\nL 578.174349 49.250314 \r\nL 578.619569 50.499966 \r\nL 579.51001 53.626711 \r\nL 579.95523 54.327354 \r\nL 581.29089 55.221456 \r\nL 582.626551 57.987423 \r\nL 583.071771 59.480211 \r\nL 584.407432 60.952084 \r\nL 585.743092 65.741548 \r\nL 586.188312 67.263091 \r\nL 587.523973 67.704915 \r\nL 588.414413 69.469592 \r\nL 589.304853 71.866941 \r\nL 590.640514 72.917905 \r\nL 591.085734 73.665606 \r\nL 591.976174 76.389744 \r\nL 592.421395 77.576654 \r\nL 593.757055 78.434156 \r\nL 594.202275 79.404075 \r\nL 594.647495 80.862875 \r\nL 595.092716 81.592274 \r\nL 596.873596 82.457621 \r\nL 597.764037 84.454974 \r\nL 598.654477 85.992205 \r\nL 599.990137 86.943824 \r\nL 601.325798 89.76208 \r\nL 601.771018 91.249639 \r\nL 603.106679 92.413018 \r\nL 603.997119 94.63259 \r\nL 604.887559 95.56591 \r\nL 606.22322 96.227337 \r\nL 608.0041 100.49655 \r\nL 609.339761 101.557971 \r\nL 610.230201 104.32394 \r\nL 611.120642 106.062474 \r\nL 612.456302 106.912134 \r\nL 613.346742 108.914715 \r\nL 614.237183 109.824505 \r\nL 615.572843 110.104239 \r\nL 616.463284 112.509428 \r\nL 617.353724 114.998276 \r\nL 619.134605 116.407403 \r\nL 620.470265 120.284466 \r\nL 621.805926 121.10798 \r\nL 623.141586 123.991593 \r\nL 623.586806 125.591568 \r\nL 624.922467 127.481732 \r\nL 625.812907 130.898671 \r\nL 626.703347 133.65941 \r\nL 628.039008 135.403172 \r\nL 628.929448 138.600506 \r\nL 629.819889 141.204385 \r\nL 631.155549 142.705014 \r\nL 632.045989 145.870976 \r\nL 632.93643 149.243471 \r\nL 634.27209 151.287883 \r\nL 634.71731 153.638171 \r\nL 635.607751 155.883888 \r\nL 637.388631 156.819821 \r\nL 639.169512 158.921748 \r\nL 640.505173 159.023707 \r\nL 642.286053 159.975325 \r\nL 644.066934 159.930882 \r\nL 644.512154 159.750492 \r\nL 644.957374 159.860294 \r\nL 645.402594 160.215844 \r\nL 646.738255 160.49035 \r\nL 647.628695 160.477277 \r\nL 648.519136 160.887728 \r\nL 650.300016 161.175305 \r\nL 650.745236 160.929557 \r\nL 651.190457 160.822368 \r\nL 651.635677 160.981843 \r\nL 652.971337 161.14916 \r\nL 653.416557 161.015828 \r\nL 653.861778 160.584462 \r\nL 654.752218 160.388387 \r\nL 656.087878 160.550475 \r\nL 657.423539 163.988326 \r\nL 657.868759 165.708561 \r\nL 659.20442 168.304596 \r\nL 660.09486 173.405168 \r\nL 660.9853 177.640394 \r\nL 662.320961 179.828592 \r\nL 663.656621 186.440251 \r\nL 664.101841 188.450677 \r\nL 665.882722 189.757845 \r\nL 667.218383 195.666246 \r\nL 668.554043 197.679286 \r\nL 669.889704 204.073954 \r\nL 670.334924 206.544503 \r\nL 671.670584 208.513099 \r\nL 673.451465 217.18747 \r\nL 674.787125 219.467171 \r\nL 675.232346 221.592628 \r\nL 676.122786 223.929848 \r\nL 676.568006 224.831793 \r\nL 677.903667 225.006953 \r\nL 678.348887 224.554673 \r\nL 678.794107 223.702399 \r\nL 679.239327 223.166461 \r\nL 681.020208 222.486734 \r\nL 681.465428 221.963867 \r\nL 681.910648 222.954701 \r\nL 682.801088 225.851386 \r\nL 684.136749 227.169013 \r\nL 685.027189 230.857842 \r\nL 685.91763 233.882631 \r\nL 687.25329 235.519206 \r\nL 689.034171 242.4472 \r\nL 690.369831 244.04456 \r\nL 692.150712 249.547739 \r\nL 693.486372 250.899351 \r\nL 693.931593 252.232663 \r\nL 695.267253 258.282237 \r\nL 696.602914 260.373708 \r\nL 698.383794 266.645502 \r\nL 699.719455 268.389266 \r\nL 700.164675 270.16963 \r\nL 701.500335 269.968327 \r\nL 704.171656 269.944796 \r\nL 705.952537 269.170953 \r\nL 707.733418 267.455946 \r\nL 709.069078 266.632431 \r\nL 709.959519 265.529182 \r\nL 710.849959 265.306963 \r\nL 712.185619 265.105659 \r\nL 713.07606 263.939665 \r\nL 713.52128 263.090006 \r\nL 715.302161 262.096558 \r\nL 715.747381 260.739716 \r\nL 716.192601 259.743654 \r\nL 716.637821 259.382875 \r\nL 718.418702 259.244315 \r\nL 718.863922 258.663933 \r\nL 719.309142 257.754144 \r\nL 720.199582 255.560715 \r\nL 721.535243 254.520209 \r\nL 723.316124 250.739878 \r\nL 725.542224 249.511139 \r\nL 725.987445 249.150361 \r\nL 726.432665 248.345145 \r\nL 727.768325 247.215752 \r\nL 729.103986 243.853714 \r\nL 729.549206 242.096879 \r\nL 730.884866 240.214556 \r\nL 732.220527 234.418572 \r\nL 732.665747 232.72971 \r\nL 734.001408 231.21078 \r\nL 735.337068 227.621296 \r\nL 735.782288 226.444845 \r\nL 737.563169 225.242249 \r\nL 738.008389 224.026582 \r\nL 738.898829 223.422667 \r\nL 740.23449 223.265807 \r\nL 741.12493 221.739034 \r\nL 742.015371 219.383514 \r\nL 743.351031 218.526013 \r\nL 745.131912 213.720863 \r\nL 746.467572 212.361408 \r\nL 747.358013 210.238567 \r\nL 748.248453 208.562777 \r\nL 750.029334 208.147098 \r\nL 750.919774 207.543187 \r\nL 751.364994 207.404628 \r\nL 752.700655 207.151037 \r\nL 753.145875 206.897446 \r\nL 754.036315 205.888312 \r\nL 755.817196 205.156296 \r\nL 756.262416 204.672644 \r\nL 757.152856 203.292275 \r\nL 757.598076 202.000794 \r\nL 758.933737 200.84003 \r\nL 759.824177 199.383844 \r\nL 760.269397 199.096268 \r\nL 760.714618 199.09104 \r\nL 762.050278 198.858364 \r\nL 763.385939 196.834863 \r\nL 763.831159 196.071477 \r\nL 765.166819 195.266261 \r\nL 765.612039 194.774766 \r\nL 766.9477 193.880663 \r\nL 768.28336 193.279365 \r\nL 769.173801 192.424476 \r\nL 769.619021 192.183955 \r\nL 770.064241 192.335585 \r\nL 771.399902 192.168268 \r\nL 772.290342 192.599634 \r\nL 772.735562 192.664993 \r\nL 774.516443 192.382646 \r\nL 774.961663 192.183956 \r\nL 775.406883 192.808782 \r\nL 775.852103 193.237533 \r\nL 776.297323 194.314639 \r\nL 777.632984 195.119855 \r\nL 778.078204 196.045331 \r\nL 778.523424 197.585175 \r\nL 778.968644 197.328971 \r\nL 779.413865 196.858389 \r\nL 780.749525 196.309379 \r\nL 782.085186 195.049271 \r\nL 782.530406 194.607448 \r\nL 784.311286 194.366929 \r\nL 784.756507 194.176082 \r\nL 785.201727 193.721188 \r\nL 785.646947 193.093746 \r\nL 786.982607 192.484605 \r\nL 788.318268 191.122538 \r\nL 788.763488 190.539542 \r\nL 790.099149 189.582696 \r\nL 790.989589 187.62717 \r\nL 791.880029 185.574916 \r\nL 793.21569 184.829831 \r\nL 794.10613 183.399788 \r\nL 794.99657 180.576305 \r\nL 796.332231 178.861301 \r\nL 796.777451 177.426029 \r\nL 797.222671 175.501876 \r\nL 797.667891 172.921527 \r\nL 798.113112 171.977751 \r\nL 799.893992 171.120249 \r\nL 800.784433 169.130738 \r\nL 801.229653 168.252323 \r\nL 802.565313 167.413121 \r\nL 803.455754 166.011836 \r\nL 804.346194 164.464149 \r\nL 805.681854 163.687693 \r\nL 807.462735 161.055053 \r\nL 808.798396 160.372711 \r\nL 809.688836 158.916524 \r\nL 810.579276 157.925692 \r\nL 811.914937 157.185834 \r\nL 812.805377 156.268201 \r\nL 813.695817 155.428997 \r\nL 815.031478 155.068219 \r\nL 816.367138 153.546675 \r\nL 816.812358 153.319227 \r\nL 818.593239 153.251254 \r\nL 819.038459 153.48393 \r\nL 819.483679 153.282625 \r\nL 819.9289 153.551901 \r\nL 821.26456 153.907451 \r\nL 822.155 154.610707 \r\nL 823.045441 155.920489 \r\nL 824.381101 156.558385 \r\nL 825.271542 157.787125 \r\nL 826.161982 158.239406 \r\nL 827.942863 158.435481 \r\nL 828.833303 159.261613 \r\nL 829.278523 160.030227 \r\nL 830.614184 160.299503 \r\nL 831.504624 161.326937 \r\nL 833.730725 162.017124 \r\nL 835.511605 163.546511 \r\nL 837.292486 164.398783 \r\nL 837.737706 164.68636 \r\nL 838.628147 165.831438 \r\nL 839.963807 166.040584 \r\nL 840.409027 166.288946 \r\nL 840.854247 166.367376 \r\nL 841.744688 167.776506 \r\nL 843.080348 168.602635 \r\nL 844.861229 172.6444 \r\nL 846.196889 173.763336 \r\nL 847.08733 175.671801 \r\nL 847.53255 176.482245 \r\nL 847.97777 176.994657 \r\nL 849.313431 177.7136 \r\nL 850.649091 179.439062 \r\nL 851.094311 180.191992 \r\nL 852.429972 180.73316 \r\nL 854.210852 183.671674 \r\nL 855.546513 184.152713 \r\nL 855.991733 184.816755 \r\nL 856.436953 184.997145 \r\nL 856.882173 184.824599 \r\nL 857.327394 185.057275 \r\nL 859.553494 185.61413 \r\nL 860.443935 185.700402 \r\nL 861.779595 185.337009 \r\nL 862.670036 183.742262 \r\nL 863.560476 182.957961 \r\nL 864.896136 182.241631 \r\nL 865.341357 181.418115 \r\nL 866.231797 180.544927 \r\nL 866.677017 179.982846 \r\nL 868.012678 179.564551 \r\nL 869.348338 178.738421 \r\nL 869.793558 178.673063 \r\nL 871.129219 178.233854 \r\nL 872.910099 176.456103 \r\nL 874.24576 175.823434 \r\nL 875.1362 174.91103 \r\nL 876.026641 175.789448 \r\nL 877.807521 176.189443 \r\nL 878.252741 176.497935 \r\nL 879.143182 177.656084 \r\nL 879.143182 177.656084 \r\n\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;stroke-width:1.5;\"/>\r\n   </g>\r\n   <g id=\"patch_3\">\r\n    <path d=\"M 26.925 300.96 \r\nL 26.925 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 919.725 300.96 \r\nL 919.725 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 26.925 300.96 \r\nL 919.725 300.96 \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 26.925 7.2 \r\nL 919.725 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 780.860937 44.55625 \r\nL 912.725 44.55625 \r\nQ 914.725 44.55625 914.725 42.55625 \r\nL 914.725 14.2 \r\nQ 914.725 12.2 912.725 12.2 \r\nL 780.860937 12.2 \r\nQ 778.860937 12.2 778.860937 14.2 \r\nL 778.860937 42.55625 \r\nQ 778.860937 44.55625 780.860937 44.55625 \r\nz\r\n\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n    </g>\r\n    <g id=\"line2d_17\">\r\n     <path d=\"M 782.860937 20.298438 \r\nL 802.860937 20.298438 \r\n\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n    </g>\r\n    <g id=\"line2d_18\"/>\r\n    <g id=\"text_16\">\r\n     <!-- Close -->\r\n     <g transform=\"translate(810.860937 23.798438)scale(0.1 -0.1)\">\r\n      <defs>\r\n       <path d=\"M 64.40625 67.28125 \r\nL 64.40625 56.890625 \r\nQ 59.421875 61.53125 53.78125 63.8125 \r\nQ 48.140625 66.109375 41.796875 66.109375 \r\nQ 29.296875 66.109375 22.65625 58.46875 \r\nQ 16.015625 50.828125 16.015625 36.375 \r\nQ 16.015625 21.96875 22.65625 14.328125 \r\nQ 29.296875 6.6875 41.796875 6.6875 \r\nQ 48.140625 6.6875 53.78125 8.984375 \r\nQ 59.421875 11.28125 64.40625 15.921875 \r\nL 64.40625 5.609375 \r\nQ 59.234375 2.09375 53.4375 0.328125 \r\nQ 47.65625 -1.421875 41.21875 -1.421875 \r\nQ 24.65625 -1.421875 15.125 8.703125 \r\nQ 5.609375 18.84375 5.609375 36.375 \r\nQ 5.609375 53.953125 15.125 64.078125 \r\nQ 24.65625 74.21875 41.21875 74.21875 \r\nQ 47.75 74.21875 53.53125 72.484375 \r\nQ 59.328125 70.75 64.40625 67.28125 \r\nz\r\n\" id=\"DejaVuSans-67\"/>\r\n       <path d=\"M 9.421875 75.984375 \r\nL 18.40625 75.984375 \r\nL 18.40625 0 \r\nL 9.421875 0 \r\nz\r\n\" id=\"DejaVuSans-108\"/>\r\n       <path d=\"M 30.609375 48.390625 \r\nQ 23.390625 48.390625 19.1875 42.75 \r\nQ 14.984375 37.109375 14.984375 27.296875 \r\nQ 14.984375 17.484375 19.15625 11.84375 \r\nQ 23.34375 6.203125 30.609375 6.203125 \r\nQ 37.796875 6.203125 41.984375 11.859375 \r\nQ 46.1875 17.53125 46.1875 27.296875 \r\nQ 46.1875 37.015625 41.984375 42.703125 \r\nQ 37.796875 48.390625 30.609375 48.390625 \r\nz\r\nM 30.609375 56 \r\nQ 42.328125 56 49.015625 48.375 \r\nQ 55.71875 40.765625 55.71875 27.296875 \r\nQ 55.71875 13.875 49.015625 6.21875 \r\nQ 42.328125 -1.421875 30.609375 -1.421875 \r\nQ 18.84375 -1.421875 12.171875 6.21875 \r\nQ 5.515625 13.875 5.515625 27.296875 \r\nQ 5.515625 40.765625 12.171875 48.375 \r\nQ 18.84375 56 30.609375 56 \r\nz\r\n\" id=\"DejaVuSans-111\"/>\r\n       <path d=\"M 44.28125 53.078125 \r\nL 44.28125 44.578125 \r\nQ 40.484375 46.53125 36.375 47.5 \r\nQ 32.28125 48.484375 27.875 48.484375 \r\nQ 21.1875 48.484375 17.84375 46.4375 \r\nQ 14.5 44.390625 14.5 40.28125 \r\nQ 14.5 37.15625 16.890625 35.375 \r\nQ 19.28125 33.59375 26.515625 31.984375 \r\nL 29.59375 31.296875 \r\nQ 39.15625 29.25 43.1875 25.515625 \r\nQ 47.21875 21.78125 47.21875 15.09375 \r\nQ 47.21875 7.46875 41.1875 3.015625 \r\nQ 35.15625 -1.421875 24.609375 -1.421875 \r\nQ 20.21875 -1.421875 15.453125 -0.5625 \r\nQ 10.6875 0.296875 5.421875 2 \r\nL 5.421875 11.28125 \r\nQ 10.40625 8.6875 15.234375 7.390625 \r\nQ 20.0625 6.109375 24.8125 6.109375 \r\nQ 31.15625 6.109375 34.5625 8.28125 \r\nQ 37.984375 10.453125 37.984375 14.40625 \r\nQ 37.984375 18.0625 35.515625 20.015625 \r\nQ 33.0625 21.96875 24.703125 23.78125 \r\nL 21.578125 24.515625 \r\nQ 13.234375 26.265625 9.515625 29.90625 \r\nQ 5.8125 33.546875 5.8125 39.890625 \r\nQ 5.8125 47.609375 11.28125 51.796875 \r\nQ 16.75 56 26.8125 56 \r\nQ 31.78125 56 36.171875 55.265625 \r\nQ 40.578125 54.546875 44.28125 53.078125 \r\nz\r\n\" id=\"DejaVuSans-115\"/>\r\n      </defs>\r\n      <use xlink:href=\"#DejaVuSans-67\"/>\r\n      <use x=\"69.824219\" xlink:href=\"#DejaVuSans-108\"/>\r\n      <use x=\"97.607422\" xlink:href=\"#DejaVuSans-111\"/>\r\n      <use x=\"158.789062\" xlink:href=\"#DejaVuSans-115\"/>\r\n      <use x=\"210.888672\" xlink:href=\"#DejaVuSans-101\"/>\r\n     </g>\r\n    </g>\r\n    <g id=\"line2d_19\">\r\n     <path d=\"M 782.860937 34.976563 \r\nL 802.860937 34.976563 \r\n\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;stroke-width:1.5;\"/>\r\n    </g>\r\n    <g id=\"line2d_20\"/>\r\n    <g id=\"text_17\">\r\n     <!-- Close: 30 Day Mean -->\r\n     <g transform=\"translate(810.860937 38.476563)scale(0.1 -0.1)\">\r\n      <defs>\r\n       <path d=\"M 11.71875 12.40625 \r\nL 22.015625 12.40625 \r\nL 22.015625 0 \r\nL 11.71875 0 \r\nz\r\nM 11.71875 51.703125 \r\nL 22.015625 51.703125 \r\nL 22.015625 39.3125 \r\nL 11.71875 39.3125 \r\nz\r\n\" id=\"DejaVuSans-58\"/>\r\n       <path id=\"DejaVuSans-32\"/>\r\n       <path d=\"M 32.171875 -5.078125 \r\nQ 28.375 -14.84375 24.75 -17.8125 \r\nQ 21.140625 -20.796875 15.09375 -20.796875 \r\nL 7.90625 -20.796875 \r\nL 7.90625 -13.28125 \r\nL 13.1875 -13.28125 \r\nQ 16.890625 -13.28125 18.9375 -11.515625 \r\nQ 21 -9.765625 23.484375 -3.21875 \r\nL 25.09375 0.875 \r\nL 2.984375 54.6875 \r\nL 12.5 54.6875 \r\nL 29.59375 11.921875 \r\nL 46.6875 54.6875 \r\nL 56.203125 54.6875 \r\nz\r\n\" id=\"DejaVuSans-121\"/>\r\n       <path d=\"M 9.8125 72.90625 \r\nL 24.515625 72.90625 \r\nL 43.109375 23.296875 \r\nL 61.8125 72.90625 \r\nL 76.515625 72.90625 \r\nL 76.515625 0 \r\nL 66.890625 0 \r\nL 66.890625 64.015625 \r\nL 48.09375 14.015625 \r\nL 38.1875 14.015625 \r\nL 19.390625 64.015625 \r\nL 19.390625 0 \r\nL 9.8125 0 \r\nz\r\n\" id=\"DejaVuSans-77\"/>\r\n       <path d=\"M 54.890625 33.015625 \r\nL 54.890625 0 \r\nL 45.90625 0 \r\nL 45.90625 32.71875 \r\nQ 45.90625 40.484375 42.875 44.328125 \r\nQ 39.84375 48.1875 33.796875 48.1875 \r\nQ 26.515625 48.1875 22.3125 43.546875 \r\nQ 18.109375 38.921875 18.109375 30.90625 \r\nL 18.109375 0 \r\nL 9.078125 0 \r\nL 9.078125 54.6875 \r\nL 18.109375 54.6875 \r\nL 18.109375 46.1875 \r\nQ 21.34375 51.125 25.703125 53.5625 \r\nQ 30.078125 56 35.796875 56 \r\nQ 45.21875 56 50.046875 50.171875 \r\nQ 54.890625 44.34375 54.890625 33.015625 \r\nz\r\n\" id=\"DejaVuSans-110\"/>\r\n      </defs>\r\n      <use xlink:href=\"#DejaVuSans-67\"/>\r\n      <use x=\"69.824219\" xlink:href=\"#DejaVuSans-108\"/>\r\n      <use x=\"97.607422\" xlink:href=\"#DejaVuSans-111\"/>\r\n      <use x=\"158.789062\" xlink:href=\"#DejaVuSans-115\"/>\r\n      <use x=\"210.888672\" xlink:href=\"#DejaVuSans-101\"/>\r\n      <use x=\"272.412109\" xlink:href=\"#DejaVuSans-58\"/>\r\n      <use x=\"306.103516\" xlink:href=\"#DejaVuSans-32\"/>\r\n      <use x=\"337.890625\" xlink:href=\"#DejaVuSans-51\"/>\r\n      <use x=\"401.513672\" xlink:href=\"#DejaVuSans-48\"/>\r\n      <use x=\"465.136719\" xlink:href=\"#DejaVuSans-32\"/>\r\n      <use x=\"496.923828\" xlink:href=\"#DejaVuSans-68\"/>\r\n      <use x=\"573.925781\" xlink:href=\"#DejaVuSans-97\"/>\r\n      <use x=\"635.205078\" xlink:href=\"#DejaVuSans-121\"/>\r\n      <use x=\"694.384766\" xlink:href=\"#DejaVuSans-32\"/>\r\n      <use x=\"726.171875\" xlink:href=\"#DejaVuSans-77\"/>\r\n      <use x=\"812.451172\" xlink:href=\"#DejaVuSans-101\"/>\r\n      <use x=\"873.974609\" xlink:href=\"#DejaVuSans-97\"/>\r\n      <use x=\"935.253906\" xlink:href=\"#DejaVuSans-110\"/>\r\n     </g>\r\n    </g>\r\n   </g>\r\n  </g>\r\n </g>\r\n <defs>\r\n  <clipPath id=\"p3b9989588a\">\r\n   <rect height=\"293.76\" width=\"892.8\" x=\"26.925\" y=\"7.2\"/>\r\n  </clipPath>\r\n </defs>\r\n</svg>\r\n",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "source": [
    "df['Close: 30 Day Mean'] = df['Close'].rolling(window=30).mean()\n",
    "df[['Close','Close: 30 Day Mean']].plot(figsize=(16,6))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## expanding\n",
    "\n",
    "Maintenant, que faire si vous voulez tout prendre en compte depuis le début de la série temporelle comme valeur mobile ? Par exemple, ne prendre pas seulement en compte une période de 7 jours, ou une moyenne mobile mensuelle, mais prendre en compte plutôt tout ce qui s'est passé depuis le début de la série temporelle, de façon continue :"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='Date'>"
      ]
     },
     "metadata": {},
     "execution_count": 8
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": "<Figure size 1152x432 with 1 Axes>",
      "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=\"349.944627pt\" version=\"1.1\" viewBox=\"0 0 926.925 349.944627\" width=\"926.925pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n <metadata>\r\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n   <cc:Work>\r\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n    <dc:date>2020-12-01T22:26:35.842166</dc:date>\r\n    <dc:format>image/svg+xml</dc:format>\r\n    <dc:creator>\r\n     <cc:Agent>\r\n      <dc:title>Matplotlib v3.3.1, https://matplotlib.org/</dc:title>\r\n     </cc:Agent>\r\n    </dc:creator>\r\n   </cc:Work>\r\n  </rdf:RDF>\r\n </metadata>\r\n <defs>\r\n  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n </defs>\r\n <g id=\"figure_1\">\r\n  <g id=\"patch_1\">\r\n   <path d=\"M 0 349.944627 \r\nL 926.925 349.944627 \r\nL 926.925 0 \r\nL 0 0 \r\nz\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 26.925 300.96 \r\nL 919.725 300.96 \r\nL 919.725 7.2 \r\nL 26.925 7.2 \r\nz\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\nL 0 3.5 \r\n\" id=\"ma7448ecc14\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n      </defs>\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"66.616378\" xlink:href=\"#ma7448ecc14\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_1\">\r\n      <!-- 2012 -->\r\n      <g transform=\"translate(43.536188 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 19.1875 8.296875 \r\nL 53.609375 8.296875 \r\nL 53.609375 0 \r\nL 7.328125 0 \r\nL 7.328125 8.296875 \r\nQ 12.9375 14.109375 22.625 23.890625 \r\nQ 32.328125 33.6875 34.8125 36.53125 \r\nQ 39.546875 41.84375 41.421875 45.53125 \r\nQ 43.3125 49.21875 43.3125 52.78125 \r\nQ 43.3125 58.59375 39.234375 62.25 \r\nQ 35.15625 65.921875 28.609375 65.921875 \r\nQ 23.96875 65.921875 18.8125 64.3125 \r\nQ 13.671875 62.703125 7.8125 59.421875 \r\nL 7.8125 69.390625 \r\nQ 13.765625 71.78125 18.9375 73 \r\nQ 24.125 74.21875 28.421875 74.21875 \r\nQ 39.75 74.21875 46.484375 68.546875 \r\nQ 53.21875 62.890625 53.21875 53.421875 \r\nQ 53.21875 48.921875 51.53125 44.890625 \r\nQ 49.859375 40.875 45.40625 35.40625 \r\nQ 44.1875 33.984375 37.640625 27.21875 \r\nQ 31.109375 20.453125 19.1875 8.296875 \r\nz\r\n\" id=\"DejaVuSans-50\"/>\r\n        <path d=\"M 31.78125 66.40625 \r\nQ 24.171875 66.40625 20.328125 58.90625 \r\nQ 16.5 51.421875 16.5 36.375 \r\nQ 16.5 21.390625 20.328125 13.890625 \r\nQ 24.171875 6.390625 31.78125 6.390625 \r\nQ 39.453125 6.390625 43.28125 13.890625 \r\nQ 47.125 21.390625 47.125 36.375 \r\nQ 47.125 51.421875 43.28125 58.90625 \r\nQ 39.453125 66.40625 31.78125 66.40625 \r\nz\r\nM 31.78125 74.21875 \r\nQ 44.046875 74.21875 50.515625 64.515625 \r\nQ 56.984375 54.828125 56.984375 36.375 \r\nQ 56.984375 17.96875 50.515625 8.265625 \r\nQ 44.046875 -1.421875 31.78125 -1.421875 \r\nQ 19.53125 -1.421875 13.0625 8.265625 \r\nQ 6.59375 17.96875 6.59375 36.375 \r\nQ 6.59375 54.828125 13.0625 64.515625 \r\nQ 19.53125 74.21875 31.78125 74.21875 \r\nz\r\n\" id=\"DejaVuSans-48\"/>\r\n        <path d=\"M 12.40625 8.296875 \r\nL 28.515625 8.296875 \r\nL 28.515625 63.921875 \r\nL 10.984375 60.40625 \r\nL 10.984375 69.390625 \r\nL 28.421875 72.90625 \r\nL 38.28125 72.90625 \r\nL 38.28125 8.296875 \r\nL 54.390625 8.296875 \r\nL 54.390625 0 \r\nL 12.40625 0 \r\nz\r\n\" id=\"DejaVuSans-49\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-50\"/>\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=\"229.566959\" xlink:href=\"#ma7448ecc14\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_2\">\r\n      <!-- 2013 -->\r\n      <g transform=\"translate(206.486769 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 40.578125 39.3125 \r\nQ 47.65625 37.796875 51.625 33 \r\nQ 55.609375 28.21875 55.609375 21.1875 \r\nQ 55.609375 10.40625 48.1875 4.484375 \r\nQ 40.765625 -1.421875 27.09375 -1.421875 \r\nQ 22.515625 -1.421875 17.65625 -0.515625 \r\nQ 12.796875 0.390625 7.625 2.203125 \r\nL 7.625 11.71875 \r\nQ 11.71875 9.328125 16.59375 8.109375 \r\nQ 21.484375 6.890625 26.8125 6.890625 \r\nQ 36.078125 6.890625 40.9375 10.546875 \r\nQ 45.796875 14.203125 45.796875 21.1875 \r\nQ 45.796875 27.640625 41.28125 31.265625 \r\nQ 36.765625 34.90625 28.71875 34.90625 \r\nL 20.21875 34.90625 \r\nL 20.21875 43.015625 \r\nL 29.109375 43.015625 \r\nQ 36.375 43.015625 40.234375 45.921875 \r\nQ 44.09375 48.828125 44.09375 54.296875 \r\nQ 44.09375 59.90625 40.109375 62.90625 \r\nQ 36.140625 65.921875 28.71875 65.921875 \r\nQ 24.65625 65.921875 20.015625 65.03125 \r\nQ 15.375 64.15625 9.8125 62.3125 \r\nL 9.8125 71.09375 \r\nQ 15.4375 72.65625 20.34375 73.4375 \r\nQ 25.25 74.21875 29.59375 74.21875 \r\nQ 40.828125 74.21875 47.359375 69.109375 \r\nQ 53.90625 64.015625 53.90625 55.328125 \r\nQ 53.90625 49.265625 50.4375 45.09375 \r\nQ 46.96875 40.921875 40.578125 39.3125 \r\nz\r\n\" id=\"DejaVuSans-51\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-51\"/>\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=\"392.07232\" xlink:href=\"#ma7448ecc14\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_3\">\r\n      <!-- 2014 -->\r\n      <g transform=\"translate(368.992129 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 37.796875 64.3125 \r\nL 12.890625 25.390625 \r\nL 37.796875 25.390625 \r\nz\r\nM 35.203125 72.90625 \r\nL 47.609375 72.90625 \r\nL 47.609375 25.390625 \r\nL 58.015625 25.390625 \r\nL 58.015625 17.1875 \r\nL 47.609375 17.1875 \r\nL 47.609375 0 \r\nL 37.796875 0 \r\nL 37.796875 17.1875 \r\nL 4.890625 17.1875 \r\nL 4.890625 26.703125 \r\nz\r\n\" id=\"DejaVuSans-52\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" 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=\"554.57768\" xlink:href=\"#ma7448ecc14\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_4\">\r\n      <!-- 2015 -->\r\n      <g transform=\"translate(531.49749 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 10.796875 72.90625 \r\nL 49.515625 72.90625 \r\nL 49.515625 64.59375 \r\nL 19.828125 64.59375 \r\nL 19.828125 46.734375 \r\nQ 21.96875 47.46875 24.109375 47.828125 \r\nQ 26.265625 48.1875 28.421875 48.1875 \r\nQ 40.625 48.1875 47.75 41.5 \r\nQ 54.890625 34.8125 54.890625 23.390625 \r\nQ 54.890625 11.625 47.5625 5.09375 \r\nQ 40.234375 -1.421875 26.90625 -1.421875 \r\nQ 22.3125 -1.421875 17.546875 -0.640625 \r\nQ 12.796875 0.140625 7.71875 1.703125 \r\nL 7.71875 11.625 \r\nQ 12.109375 9.234375 16.796875 8.0625 \r\nQ 21.484375 6.890625 26.703125 6.890625 \r\nQ 35.15625 6.890625 40.078125 11.328125 \r\nQ 45.015625 15.765625 45.015625 23.390625 \r\nQ 45.015625 31 40.078125 35.4375 \r\nQ 35.15625 39.890625 26.703125 39.890625 \r\nQ 22.75 39.890625 18.8125 39.015625 \r\nQ 14.890625 38.140625 10.796875 36.28125 \r\nz\r\n\" id=\"DejaVuSans-53\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" 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=\"717.083041\" xlink:href=\"#ma7448ecc14\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_5\">\r\n      <!-- 2016 -->\r\n      <g transform=\"translate(694.002851 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 33.015625 40.375 \r\nQ 26.375 40.375 22.484375 35.828125 \r\nQ 18.609375 31.296875 18.609375 23.390625 \r\nQ 18.609375 15.53125 22.484375 10.953125 \r\nQ 26.375 6.390625 33.015625 6.390625 \r\nQ 39.65625 6.390625 43.53125 10.953125 \r\nQ 47.40625 15.53125 47.40625 23.390625 \r\nQ 47.40625 31.296875 43.53125 35.828125 \r\nQ 39.65625 40.375 33.015625 40.375 \r\nz\r\nM 52.59375 71.296875 \r\nL 52.59375 62.3125 \r\nQ 48.875 64.0625 45.09375 64.984375 \r\nQ 41.3125 65.921875 37.59375 65.921875 \r\nQ 27.828125 65.921875 22.671875 59.328125 \r\nQ 17.53125 52.734375 16.796875 39.40625 \r\nQ 19.671875 43.65625 24.015625 45.921875 \r\nQ 28.375 48.1875 33.59375 48.1875 \r\nQ 44.578125 48.1875 50.953125 41.515625 \r\nQ 57.328125 34.859375 57.328125 23.390625 \r\nQ 57.328125 12.15625 50.6875 5.359375 \r\nQ 44.046875 -1.421875 33.015625 -1.421875 \r\nQ 20.359375 -1.421875 13.671875 8.265625 \r\nQ 6.984375 17.96875 6.984375 36.375 \r\nQ 6.984375 53.65625 15.1875 63.9375 \r\nQ 23.390625 74.21875 37.203125 74.21875 \r\nQ 40.921875 74.21875 44.703125 73.484375 \r\nQ 48.484375 72.75 52.59375 71.296875 \r\nz\r\n\" id=\"DejaVuSans-54\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-54\"/>\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=\"880.033622\" xlink:href=\"#ma7448ecc14\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_6\">\r\n      <!-- 2017 -->\r\n      <g transform=\"translate(856.953432 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 8.203125 72.90625 \r\nL 55.078125 72.90625 \r\nL 55.078125 68.703125 \r\nL 28.609375 0 \r\nL 18.3125 0 \r\nL 43.21875 64.59375 \r\nL 8.203125 64.59375 \r\nz\r\n\" id=\"DejaVuSans-55\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-55\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"text_7\">\r\n     <!-- Date -->\r\n     <g transform=\"translate(461.374219 340.66494)scale(0.1 -0.1)\">\r\n      <defs>\r\n       <path d=\"M 19.671875 64.796875 \r\nL 19.671875 8.109375 \r\nL 31.59375 8.109375 \r\nQ 46.6875 8.109375 53.6875 14.9375 \r\nQ 60.6875 21.78125 60.6875 36.53125 \r\nQ 60.6875 51.171875 53.6875 57.984375 \r\nQ 46.6875 64.796875 31.59375 64.796875 \r\nz\r\nM 9.8125 72.90625 \r\nL 30.078125 72.90625 \r\nQ 51.265625 72.90625 61.171875 64.09375 \r\nQ 71.09375 55.28125 71.09375 36.53125 \r\nQ 71.09375 17.671875 61.125 8.828125 \r\nQ 51.171875 0 30.078125 0 \r\nL 9.8125 0 \r\nz\r\n\" id=\"DejaVuSans-68\"/>\r\n       <path d=\"M 34.28125 27.484375 \r\nQ 23.390625 27.484375 19.1875 25 \r\nQ 14.984375 22.515625 14.984375 16.5 \r\nQ 14.984375 11.71875 18.140625 8.90625 \r\nQ 21.296875 6.109375 26.703125 6.109375 \r\nQ 34.1875 6.109375 38.703125 11.40625 \r\nQ 43.21875 16.703125 43.21875 25.484375 \r\nL 43.21875 27.484375 \r\nz\r\nM 52.203125 31.203125 \r\nL 52.203125 0 \r\nL 43.21875 0 \r\nL 43.21875 8.296875 \r\nQ 40.140625 3.328125 35.546875 0.953125 \r\nQ 30.953125 -1.421875 24.3125 -1.421875 \r\nQ 15.921875 -1.421875 10.953125 3.296875 \r\nQ 6 8.015625 6 15.921875 \r\nQ 6 25.140625 12.171875 29.828125 \r\nQ 18.359375 34.515625 30.609375 34.515625 \r\nL 43.21875 34.515625 \r\nL 43.21875 35.40625 \r\nQ 43.21875 41.609375 39.140625 45 \r\nQ 35.0625 48.390625 27.6875 48.390625 \r\nQ 23 48.390625 18.546875 47.265625 \r\nQ 14.109375 46.140625 10.015625 43.890625 \r\nL 10.015625 52.203125 \r\nQ 14.9375 54.109375 19.578125 55.046875 \r\nQ 24.21875 56 28.609375 56 \r\nQ 40.484375 56 46.34375 49.84375 \r\nQ 52.203125 43.703125 52.203125 31.203125 \r\nz\r\n\" id=\"DejaVuSans-97\"/>\r\n       <path d=\"M 18.3125 70.21875 \r\nL 18.3125 54.6875 \r\nL 36.8125 54.6875 \r\nL 36.8125 47.703125 \r\nL 18.3125 47.703125 \r\nL 18.3125 18.015625 \r\nQ 18.3125 11.328125 20.140625 9.421875 \r\nQ 21.96875 7.515625 27.59375 7.515625 \r\nL 36.8125 7.515625 \r\nL 36.8125 0 \r\nL 27.59375 0 \r\nQ 17.1875 0 13.234375 3.875 \r\nQ 9.28125 7.765625 9.28125 18.015625 \r\nL 9.28125 47.703125 \r\nL 2.6875 47.703125 \r\nL 2.6875 54.6875 \r\nL 9.28125 54.6875 \r\nL 9.28125 70.21875 \r\nz\r\n\" id=\"DejaVuSans-116\"/>\r\n       <path d=\"M 56.203125 29.59375 \r\nL 56.203125 25.203125 \r\nL 14.890625 25.203125 \r\nQ 15.484375 15.921875 20.484375 11.0625 \r\nQ 25.484375 6.203125 34.421875 6.203125 \r\nQ 39.59375 6.203125 44.453125 7.46875 \r\nQ 49.3125 8.734375 54.109375 11.28125 \r\nL 54.109375 2.78125 \r\nQ 49.265625 0.734375 44.1875 -0.34375 \r\nQ 39.109375 -1.421875 33.890625 -1.421875 \r\nQ 20.796875 -1.421875 13.15625 6.1875 \r\nQ 5.515625 13.8125 5.515625 26.8125 \r\nQ 5.515625 40.234375 12.765625 48.109375 \r\nQ 20.015625 56 32.328125 56 \r\nQ 43.359375 56 49.78125 48.890625 \r\nQ 56.203125 41.796875 56.203125 29.59375 \r\nz\r\nM 47.21875 32.234375 \r\nQ 47.125 39.59375 43.09375 43.984375 \r\nQ 39.0625 48.390625 32.421875 48.390625 \r\nQ 24.90625 48.390625 20.390625 44.140625 \r\nQ 15.875 39.890625 15.1875 32.171875 \r\nz\r\n\" id=\"DejaVuSans-101\"/>\r\n      </defs>\r\n      <use xlink:href=\"#DejaVuSans-68\"/>\r\n      <use x=\"77.001953\" xlink:href=\"#DejaVuSans-97\"/>\r\n      <use x=\"138.28125\" xlink:href=\"#DejaVuSans-116\"/>\r\n      <use x=\"177.490234\" 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_7\">\r\n      <defs>\r\n       <path d=\"M 0 0 \r\nL -3.5 0 \r\n\" id=\"m2f0e90459e\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n      </defs>\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m2f0e90459e\" y=\"277.606404\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_8\">\r\n      <!-- 60 -->\r\n      <g transform=\"translate(7.2 281.405623)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=\"ytick_2\">\r\n     <g id=\"line2d_8\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m2f0e90459e\" y=\"241.888999\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_9\">\r\n      <!-- 62 -->\r\n      <g transform=\"translate(7.2 245.688218)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-54\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\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=\"26.925\" xlink:href=\"#m2f0e90459e\" y=\"206.171593\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_10\">\r\n      <!-- 64 -->\r\n      <g transform=\"translate(7.2 209.970812)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-54\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-52\"/>\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=\"26.925\" xlink:href=\"#m2f0e90459e\" y=\"170.454188\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_11\">\r\n      <!-- 66 -->\r\n      <g transform=\"translate(7.2 174.253407)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-54\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-54\"/>\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=\"26.925\" xlink:href=\"#m2f0e90459e\" y=\"134.736783\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_12\">\r\n      <!-- 68 -->\r\n      <g transform=\"translate(7.2 138.536001)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 31.78125 34.625 \r\nQ 24.75 34.625 20.71875 30.859375 \r\nQ 16.703125 27.09375 16.703125 20.515625 \r\nQ 16.703125 13.921875 20.71875 10.15625 \r\nQ 24.75 6.390625 31.78125 6.390625 \r\nQ 38.8125 6.390625 42.859375 10.171875 \r\nQ 46.921875 13.96875 46.921875 20.515625 \r\nQ 46.921875 27.09375 42.890625 30.859375 \r\nQ 38.875 34.625 31.78125 34.625 \r\nz\r\nM 21.921875 38.8125 \r\nQ 15.578125 40.375 12.03125 44.71875 \r\nQ 8.5 49.078125 8.5 55.328125 \r\nQ 8.5 64.0625 14.71875 69.140625 \r\nQ 20.953125 74.21875 31.78125 74.21875 \r\nQ 42.671875 74.21875 48.875 69.140625 \r\nQ 55.078125 64.0625 55.078125 55.328125 \r\nQ 55.078125 49.078125 51.53125 44.71875 \r\nQ 48 40.375 41.703125 38.8125 \r\nQ 48.828125 37.15625 52.796875 32.3125 \r\nQ 56.78125 27.484375 56.78125 20.515625 \r\nQ 56.78125 9.90625 50.3125 4.234375 \r\nQ 43.84375 -1.421875 31.78125 -1.421875 \r\nQ 19.734375 -1.421875 13.25 4.234375 \r\nQ 6.78125 9.90625 6.78125 20.515625 \r\nQ 6.78125 27.484375 10.78125 32.3125 \r\nQ 14.796875 37.15625 21.921875 38.8125 \r\nz\r\nM 18.3125 54.390625 \r\nQ 18.3125 48.734375 21.84375 45.5625 \r\nQ 25.390625 42.390625 31.78125 42.390625 \r\nQ 38.140625 42.390625 41.71875 45.5625 \r\nQ 45.3125 48.734375 45.3125 54.390625 \r\nQ 45.3125 60.0625 41.71875 63.234375 \r\nQ 38.140625 66.40625 31.78125 66.40625 \r\nQ 25.390625 66.40625 21.84375 63.234375 \r\nQ 18.3125 60.0625 18.3125 54.390625 \r\nz\r\n\" id=\"DejaVuSans-56\"/>\r\n       </defs>\r\n       <use xlink:href=\"#DejaVuSans-54\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-56\"/>\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=\"26.925\" xlink:href=\"#m2f0e90459e\" y=\"99.019377\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_13\">\r\n      <!-- 70 -->\r\n      <g transform=\"translate(7.2 102.818596)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-55\"/>\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_13\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m2f0e90459e\" y=\"63.301972\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_14\">\r\n      <!-- 72 -->\r\n      <g transform=\"translate(7.2 67.10119)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-55\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\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=\"26.925\" xlink:href=\"#m2f0e90459e\" y=\"27.584566\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_15\">\r\n      <!-- 74 -->\r\n      <g transform=\"translate(7.2 31.383785)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-55\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-52\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n   </g>\r\n   <g id=\"line2d_15\">\r\n    <path clip-path=\"url(#p3d40d1896c)\" d=\"M 67.506818 271.712997 \r\nL 67.952038 277.249221 \r\nL 68.842479 284.482009 \r\nL 70.178139 286.035716 \r\nL 70.623359 287.48822 \r\nL 71.06858 287.607273 \r\nL 71.95902 287.289784 \r\nL 73.739901 286.58933 \r\nL 74.185121 285.756468 \r\nL 75.075561 282.277145 \r\nL 76.411222 280.782705 \r\nL 77.301662 277.193424 \r\nL 77.746882 276.198719 \r\nL 78.192102 275.572498 \r\nL 79.527763 274.457636 \r\nL 79.972983 273.400682 \r\nL 80.863423 270.438573 \r\nL 81.308643 269.173994 \r\nL 82.644304 268.126412 \r\nL 84.425185 264.907594 \r\nL 85.760845 264.24317 \r\nL 86.206065 263.367067 \r\nL 87.096506 262.136305 \r\nL 87.541726 261.262987 \r\nL 89.322606 261.706908 \r\nL 90.658267 264.960514 \r\nL 91.993927 266.017048 \r\nL 93.329588 268.245831 \r\nL 93.774808 268.889658 \r\nL 95.110469 269.341564 \r\nL 95.555689 269.947457 \r\nL 96.891349 270.546516 \r\nL 98.22701 270.440599 \r\nL 100.00789 269.566552 \r\nL 103.124432 269.237877 \r\nL 104.905312 268.828395 \r\nL 105.795753 268.52774 \r\nL 106.240973 268.328518 \r\nL 108.021853 268.057576 \r\nL 108.467074 268.133047 \r\nL 108.912294 268.09529 \r\nL 110.693174 268.202596 \r\nL 112.474055 268.822939 \r\nL 113.809716 268.80107 \r\nL 115.590596 267.354097 \r\nL 116.926257 267.593932 \r\nL 117.816697 268.948322 \r\nL 118.707137 269.607467 \r\nL 120.042798 269.942405 \r\nL 121.823679 271.177269 \r\nL 123.159339 271.417438 \r\nL 124.495 272.165451 \r\nL 124.94022 272.339067 \r\nL 126.7211 272.755749 \r\nL 127.166321 272.961241 \r\nL 127.611541 272.694321 \r\nL 128.056761 272.29344 \r\nL 129.392421 271.788517 \r\nL 130.282862 270.407001 \r\nL 131.173302 268.714184 \r\nL 132.954183 267.806878 \r\nL 134.289843 265.227771 \r\nL 135.625504 264.335365 \r\nL 136.961164 261.866168 \r\nL 137.406384 260.674729 \r\nL 138.742045 259.615771 \r\nL 140.522925 255.55634 \r\nL 141.858586 254.496318 \r\nL 143.639467 250.604045 \r\nL 144.975127 249.619898 \r\nL 146.756008 245.487883 \r\nL 148.091668 244.417564 \r\nL 148.536888 243.167231 \r\nL 149.427329 241.890393 \r\nL 149.872549 240.594588 \r\nL 151.208209 239.263768 \r\nL 152.98909 233.763288 \r\nL 154.324751 232.37097 \r\nL 155.660411 228.504029 \r\nL 156.105631 227.283405 \r\nL 157.441292 226.131244 \r\nL 158.776952 222.479211 \r\nL 159.222172 221.061286 \r\nL 160.557833 219.606264 \r\nL 162.338714 214.37341 \r\nL 163.674374 213.094815 \r\nL 165.455255 208.296082 \r\nL 166.790915 207.199332 \r\nL 168.126576 203.946036 \r\nL 168.571796 203.062606 \r\nL 169.907456 202.155616 \r\nL 171.688337 198.891993 \r\nL 173.023998 198.016118 \r\nL 174.804878 194.613102 \r\nL 176.585759 193.682056 \r\nL 177.921419 190.783171 \r\nL 179.25708 189.89554 \r\nL 181.037961 186.070519 \r\nL 182.373621 185.18612 \r\nL 184.154502 181.592943 \r\nL 185.490162 180.684118 \r\nL 187.271043 177.404832 \r\nL 188.606703 176.607407 \r\nL 190.387584 173.352294 \r\nL 191.723245 172.485845 \r\nL 193.058905 170.046247 \r\nL 193.504125 169.16349 \r\nL 194.839786 168.16935 \r\nL 196.620666 164.50891 \r\nL 197.956327 163.693267 \r\nL 199.737208 160.731496 \r\nL 201.963308 160.007273 \r\nL 202.853749 158.902738 \r\nL 204.189409 158.355758 \r\nL 205.52507 156.751163 \r\nL 205.97029 156.292897 \r\nL 207.30595 155.824864 \r\nL 208.196391 155.051667 \r\nL 209.086831 154.807216 \r\nL 210.867712 154.465443 \r\nL 212.203372 154.044818 \r\nL 213.539033 153.808454 \r\nL 214.429473 153.323148 \r\nL 215.319913 152.629649 \r\nL 216.655574 152.293975 \r\nL 218.436455 150.805815 \r\nL 219.772115 150.423685 \r\nL 220.217335 150.139725 \r\nL 221.552996 149.744045 \r\nL 222.888656 149.592852 \r\nL 224.224317 149.189157 \r\nL 224.669537 149.082787 \r\nL 230.012179 148.60965 \r\nL 230.902619 148.36869 \r\nL 232.6835 148.192439 \r\nL 234.01916 147.927995 \r\nL 235.800041 147.738604 \r\nL 237.135702 147.368929 \r\nL 239.361802 147.0667 \r\nL 240.252243 146.787728 \r\nL 241.587903 146.652802 \r\nL 243.368784 145.947058 \r\nL 244.704444 145.799366 \r\nL 246.485325 144.815023 \r\nL 247.820986 144.560354 \r\nL 249.156646 143.844721 \r\nL 249.601866 143.730096 \r\nL 251.827967 143.542884 \r\nL 252.718407 143.190318 \r\nL 254.054068 143.009033 \r\nL 255.834949 142.079716 \r\nL 257.170609 141.732867 \r\nL 258.95149 140.344173 \r\nL 260.28715 140.025844 \r\nL 262.068031 138.711381 \r\nL 263.403691 138.446898 \r\nL 264.739352 137.557286 \r\nL 265.184572 137.181557 \r\nL 266.520233 136.775118 \r\nL 267.855893 135.581326 \r\nL 269.636774 135.151954 \r\nL 271.417654 133.297882 \r\nL 272.753315 132.777412 \r\nL 274.534196 130.578495 \r\nL 275.869856 130.008955 \r\nL 277.650737 127.833981 \r\nL 278.986397 127.308986 \r\nL 280.767278 125.082259 \r\nL 282.102938 124.550847 \r\nL 283.883819 122.460657 \r\nL 285.21948 121.921569 \r\nL 287.00036 119.846826 \r\nL 288.336021 119.34059 \r\nL 290.116901 117.292712 \r\nL 291.452562 116.857949 \r\nL 293.233443 115.222322 \r\nL 295.014323 114.803722 \r\nL 296.349984 113.82747 \r\nL 297.685644 113.499515 \r\nL 299.466525 112.186563 \r\nL 300.802185 111.864745 \r\nL 302.583066 110.744302 \r\nL 303.918727 110.469986 \r\nL 304.809167 109.911726 \r\nL 305.699607 109.536168 \r\nL 307.035268 109.305024 \r\nL 308.816148 108.281549 \r\nL 310.151809 108.03826 \r\nL 311.042249 107.541815 \r\nL 313.26835 106.935164 \r\nL 315.049231 105.49747 \r\nL 316.384891 105.153656 \r\nL 318.165772 103.710049 \r\nL 319.501432 103.336684 \r\nL 321.282313 101.802699 \r\nL 322.617974 101.433475 \r\nL 324.398854 99.93744 \r\nL 325.734515 99.542606 \r\nL 327.515395 98.235012 \r\nL 328.851056 97.923984 \r\nL 330.186716 97.156718 \r\nL 330.631937 96.981383 \r\nL 332.412817 96.694696 \r\nL 333.748478 96.259709 \r\nL 335.529358 96.019544 \r\nL 336.865019 95.708253 \r\nL 339.09112 95.486329 \r\nL 339.98156 95.280475 \r\nL 341.762441 94.983478 \r\nL 343.098101 94.496565 \r\nL 344.433762 94.307682 \r\nL 346.214642 93.375281 \r\nL 347.550303 93.123529 \r\nL 348.885963 92.548873 \r\nL 349.331184 92.385501 \r\nL 351.112064 92.108587 \r\nL 352.447725 91.764378 \r\nL 354.228605 91.605198 \r\nL 355.119046 91.326519 \r\nL 355.564266 91.151158 \r\nL 357.345147 90.826248 \r\nL 358.680807 90.205394 \r\nL 360.016468 90.021822 \r\nL 361.797348 89.134564 \r\nL 363.133009 88.877738 \r\nL 364.913889 87.891316 \r\nL 366.24955 87.63262 \r\nL 368.030431 86.542757 \r\nL 369.366091 86.225599 \r\nL 371.146972 84.975321 \r\nL 372.482632 84.6569 \r\nL 374.263513 83.398813 \r\nL 375.599173 83.041814 \r\nL 376.489614 82.304373 \r\nL 377.380054 81.930341 \r\nL 378.715715 81.554156 \r\nL 380.051375 80.525491 \r\nL 380.496595 80.198286 \r\nL 381.832256 79.872058 \r\nL 383.613136 78.764114 \r\nL 384.948797 78.524335 \r\nL 386.729678 77.614495 \r\nL 388.065338 77.374771 \r\nL 388.510558 77.130988 \r\nL 389.400999 76.874583 \r\nL 389.846219 76.616346 \r\nL 391.181879 76.353437 \r\nL 391.627099 76.089441 \r\nL 392.51754 75.818683 \r\nL 392.96276 75.558212 \r\nL 394.29842 75.314334 \r\nL 396.079301 74.363488 \r\nL 397.414962 74.149555 \r\nL 399.195842 73.350443 \r\nL 401.421943 73.06265 \r\nL 402.312383 72.839482 \r\nL 404.093264 72.637263 \r\nL 405.428925 72.32659 \r\nL 408.100246 72.153718 \r\nL 408.545466 72.077763 \r\nL 410.326346 71.890994 \r\nL 411.662007 71.503905 \r\nL 413.888108 71.26695 \r\nL 414.778548 71.149489 \r\nL 416.559429 71.030911 \r\nL 417.895089 70.723216 \r\nL 419.67597 70.523582 \r\nL 421.01163 70.214299 \r\nL 422.792511 70.015085 \r\nL 424.128172 69.695838 \r\nL 425.909052 69.49707 \r\nL 429.025593 68.818999 \r\nL 430.361254 68.396149 \r\nL 432.142135 68.086772 \r\nL 433.477795 67.559081 \r\nL 434.813456 67.384633 \r\nL 436.594336 66.683571 \r\nL 438.375217 66.352572 \r\nL 439.265657 66.004649 \r\nL 441.046538 65.82664 \r\nL 442.827419 65.055258 \r\nL 444.163079 64.814129 \r\nL 445.94396 63.883444 \r\nL 447.27962 63.681049 \r\nL 449.060501 62.897052 \r\nL 450.396161 62.682044 \r\nL 451.731822 62.123596 \r\nL 452.177042 61.975452 \r\nL 453.957923 61.732017 \r\nL 455.293583 61.423091 \r\nL 457.519684 61.218454 \r\nL 458.410124 60.967055 \r\nL 460.191005 60.696129 \r\nL 461.526666 60.250474 \r\nL 463.307546 59.979434 \r\nL 464.643207 59.671281 \r\nL 466.424087 59.499832 \r\nL 467.759748 59.19418 \r\nL 469.540629 58.984585 \r\nL 470.876289 58.723284 \r\nL 472.65717 58.557023 \r\nL 473.54761 58.36286 \r\nL 475.773711 58.131719 \r\nL 477.109371 57.731125 \r\nL 478.890252 57.484975 \r\nL 480.225913 57.105363 \r\nL 482.006793 56.862528 \r\nL 483.342454 56.523428 \r\nL 492.246857 55.805929 \r\nL 497.589499 55.233108 \r\nL 498.92516 54.968977 \r\nL 501.15126 54.787281 \r\nL 502.041701 54.545368 \r\nL 503.822581 54.326054 \r\nL 505.158242 54.039678 \r\nL 506.939123 53.853403 \r\nL 508.274783 53.547144 \r\nL 510.055664 53.369403 \r\nL 511.391324 53.057357 \r\nL 513.172205 52.865759 \r\nL 514.507865 52.558659 \r\nL 516.288746 52.315913 \r\nL 517.624407 51.892613 \r\nL 519.405287 51.630798 \r\nL 520.740948 51.49973 \r\nL 522.521828 51.351839 \r\nL 523.857489 51.083137 \r\nL 525.63837 50.892688 \r\nL 526.97403 50.616531 \r\nL 528.754911 50.413732 \r\nL 530.090571 50.012907 \r\nL 531.871452 49.691407 \r\nL 532.761892 49.280416 \r\nL 533.207112 49.029088 \r\nL 534.542773 48.763408 \r\nL 536.323654 47.616486 \r\nL 537.659314 47.309735 \r\nL 538.549754 46.720007 \r\nL 539.440195 46.363528 \r\nL 540.775855 46.040183 \r\nL 542.556736 44.868494 \r\nL 543.892396 44.59752 \r\nL 545.673277 43.586877 \r\nL 547.008938 43.326423 \r\nL 548.344598 42.517888 \r\nL 548.789818 42.231092 \r\nL 550.125479 41.915935 \r\nL 551.015919 41.280285 \r\nL 551.906359 40.95505 \r\nL 553.24202 40.637092 \r\nL 554.13246 40.018154 \r\nL 555.022901 39.720204 \r\nL 556.358561 39.428948 \r\nL 557.249001 38.763689 \r\nL 558.139442 37.986554 \r\nL 559.475102 37.596938 \r\nL 560.810763 36.592224 \r\nL 561.255983 36.282337 \r\nL 563.036864 35.975125 \r\nL 564.372524 34.979786 \r\nL 565.708185 34.630867 \r\nL 567.489065 33.416562 \r\nL 568.824726 33.139198 \r\nL 570.605606 31.931176 \r\nL 571.941267 31.652915 \r\nL 573.722148 30.508472 \r\nL 575.503028 30.232658 \r\nL 576.838689 29.494857 \r\nL 578.174349 29.252509 \r\nL 579.95523 28.346206 \r\nL 581.29089 28.121226 \r\nL 583.071771 27.310418 \r\nL 584.407432 27.112282 \r\nL 586.188312 26.43498 \r\nL 587.523973 26.230058 \r\nL 589.304853 25.487273 \r\nL 590.640514 25.284346 \r\nL 592.421395 24.601305 \r\nL 593.757055 24.417827 \r\nL 595.092716 23.955336 \r\nL 597.318816 23.670042 \r\nL 598.654477 23.238513 \r\nL 600.435358 22.979447 \r\nL 601.771018 22.675258 \r\nL 603.551899 22.5111 \r\nL 607.11366 21.910203 \r\nL 608.0041 21.739201 \r\nL 610.230201 21.484543 \r\nL 611.120642 21.317476 \r\nL 612.901522 21.140621 \r\nL 615.572843 20.748979 \r\nL 617.353724 20.607095 \r\nL 625.367687 20.662094 \r\nL 639.169512 21.517853 \r\nL 644.512154 21.661396 \r\nL 651.635677 22.175648 \r\nL 656.087878 22.438867 \r\nL 659.20442 23.110921 \r\nL 660.54008 23.669448 \r\nL 660.9853 23.849573 \r\nL 662.320961 24.033378 \r\nL 664.101841 24.801503 \r\nL 665.882722 24.951467 \r\nL 667.218383 25.500345 \r\nL 668.554043 25.689238 \r\nL 670.334924 26.446503 \r\nL 671.670584 26.64407 \r\nL 673.451465 27.429371 \r\nL 674.787125 27.625982 \r\nL 676.568006 28.347154 \r\nL 678.348887 28.656087 \r\nL 679.684547 29.068023 \r\nL 681.465428 29.334192 \r\nL 682.801088 30.147682 \r\nL 684.136749 30.428306 \r\nL 685.91763 31.560035 \r\nL 687.25329 31.853167 \r\nL 689.034171 33.052218 \r\nL 690.369831 33.349872 \r\nL 692.150712 34.471131 \r\nL 693.486372 34.749587 \r\nL 695.267253 35.937084 \r\nL 696.602914 36.223964 \r\nL 698.383794 37.180653 \r\nL 699.719455 37.421248 \r\nL 700.609895 37.907513 \r\nL 703.281216 38.678898 \r\nL 704.616877 39.45771 \r\nL 705.952537 39.689479 \r\nL 707.733418 40.689939 \r\nL 709.069078 40.921279 \r\nL 710.849959 41.909821 \r\nL 712.185619 42.153798 \r\nL 713.52128 42.814901 \r\nL 715.302161 43.035637 \r\nL 716.637821 43.653669 \r\nL 718.418702 43.860103 \r\nL 720.199582 44.519243 \r\nL 721.535243 44.675096 \r\nL 723.316124 45.407058 \r\nL 725.097004 45.590422 \r\nL 726.432665 46.178101 \r\nL 728.213545 46.50081 \r\nL 729.549206 46.924059 \r\nL 731.330087 47.123585 \r\nL 732.665747 47.453499 \r\nL 734.446628 47.679586 \r\nL 735.782288 48.047705 \r\nL 738.008389 48.283611 \r\nL 738.898829 48.574127 \r\nL 740.67971 48.806399 \r\nL 742.015371 49.093182 \r\nL 743.796251 49.311572 \r\nL 745.131912 49.638786 \r\nL 746.912792 49.801912 \r\nL 748.248453 50.075686 \r\nL 750.474554 50.325435 \r\nL 751.364994 50.511834 \r\nL 753.145875 50.673292 \r\nL 754.036315 50.840527 \r\nL 756.707636 51.060717 \r\nL 757.598076 51.191496 \r\nL 759.824177 51.37916 \r\nL 760.714618 51.529873 \r\nL 763.385939 51.803254 \r\nL 763.831159 51.862626 \r\nL 766.05726 52.01266 \r\nL 766.9477 52.145805 \r\nL 769.173801 52.305055 \r\nL 778.078204 53.547709 \r\nL 778.968644 53.754209 \r\nL 781.639965 53.916624 \r\nL 785.646947 54.084503 \r\nL 791.434809 54.294079 \r\nL 794.99657 54.384504 \r\nL 800.784433 54.356255 \r\nL 807.017515 54.169701 \r\nL 813.695817 54.017608 \r\nL 828.833303 53.980455 \r\nL 831.059404 54.038864 \r\nL 835.066385 54.073723 \r\nL 841.299468 54.214289 \r\nL 844.861229 54.612119 \r\nL 847.53255 54.837182 \r\nL 847.97777 54.898196 \r\nL 852.429972 55.145566 \r\nL 855.546513 55.364428 \r\nL 857.327394 55.455804 \r\nL 860.443935 55.617937 \r\nL 878.697962 56.318323 \r\nL 879.143182 56.364759 \r\nL 879.143182 56.364759 \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 26.925 300.96 \r\nL 26.925 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 919.725 300.96 \r\nL 919.725 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 26.925 300.96 \r\nL 919.725 300.96 \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 26.925 7.2 \r\nL 919.725 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=\"p3d40d1896c\">\r\n   <rect height=\"293.76\" width=\"892.8\" x=\"26.925\" y=\"7.2\"/>\r\n  </clipPath>\r\n </defs>\r\n</svg>\r\n",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "source": [
    "# Facultatif : spécifier un nombre minimum de périodes\n",
    "df['Close'].expanding(min_periods=1).mean().plot(figsize=(16,6))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Les Bandes de Bollinger\n",
    "\n",
    "Nous parlerons plus tard beaucoup plus des graphiques d'analyse financière et des indicateurs techniques, mais en voici un qui mérite d'être mentionné !\n",
    "\n",
    "Plus d'informations : http://www.investopedia.com/terms/b/bollingerbands.asp\n",
    "\n",
    "*Développées par John Bollinger, les Bandes de Bollinger® sont des bandes de volatilité placées au-dessus et au-dessous d'une moyenne mobile. La volatilité est basée sur l'écart-type, qui change au fur et à mesure que la volatilité augmente et diminue. Les bandes s'élargissent automatiquement lorsque la volatilité augmente et se rétrécissent lorsque la volatilité diminue. Cette nature dynamique des Bandes de Bollinger permet également de les utiliser sur différents titres avec les paramètres standards. Pour les signaux, les Bandes de Bollinger peuvent être utilisées pour identifier les valeurs hautes et les valeurs basses ou pour déterminer la force de la tendance.*\n",
    "\n",
    "*Les Bandes de Bollinger reflètent la direction avec la SMA (Moyenne Mobile Simple) à 20 périodes et la volatilité avec les bandes supérieures/inférieures. Elles peuvent donc être utilisées pour déterminer si les prix sont relativement élevés ou bas. Selon Bollinger, les bandes devraient contenir 88-89% d'action sur les prix, ce qui rend significatif un mouvement en dehors des bandes. Techniquement, les prix sont relativement élevés lorsqu'ils se situent au-dessus de la bande supérieure et relativement bas lorsqu'ils se situent en dessous de la bande inférieure. Cependant, un niveau relativement élevé ne doit pas être considéré comme une baisse ou un signal de vente. De même, un cours relativement bas ne doit pas être considéré comme haussier ou comme un signal d'achat. Les prix sont élevés ou bas pour une raison. Comme pour les autres indicateurs, les bandes de Bollinger ne sont pas destinées à être utilisées comme un outil autonome.*"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='Date'>"
      ]
     },
     "metadata": {},
     "execution_count": 9
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": "<Figure size 1152x432 with 1 Axes>",
      "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=\"349.944627pt\" version=\"1.1\" viewBox=\"0 0 926.925 349.944627\" width=\"926.925pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n <metadata>\r\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n   <cc:Work>\r\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n    <dc:date>2020-12-01T22:26:36.093166</dc:date>\r\n    <dc:format>image/svg+xml</dc:format>\r\n    <dc:creator>\r\n     <cc:Agent>\r\n      <dc:title>Matplotlib v3.3.1, https://matplotlib.org/</dc:title>\r\n     </cc:Agent>\r\n    </dc:creator>\r\n   </cc:Work>\r\n  </rdf:RDF>\r\n </metadata>\r\n <defs>\r\n  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n </defs>\r\n <g id=\"figure_1\">\r\n  <g id=\"patch_1\">\r\n   <path d=\"M 0 349.944627 \r\nL 926.925 349.944627 \r\nL 926.925 0 \r\nL 0 0 \r\nz\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 26.925 300.96 \r\nL 919.725 300.96 \r\nL 919.725 7.2 \r\nL 26.925 7.2 \r\nz\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\nL 0 3.5 \r\n\" id=\"m1c1c40d03a\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n      </defs>\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"66.616378\" xlink:href=\"#m1c1c40d03a\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_1\">\r\n      <!-- 2012 -->\r\n      <g transform=\"translate(43.536188 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 19.1875 8.296875 \r\nL 53.609375 8.296875 \r\nL 53.609375 0 \r\nL 7.328125 0 \r\nL 7.328125 8.296875 \r\nQ 12.9375 14.109375 22.625 23.890625 \r\nQ 32.328125 33.6875 34.8125 36.53125 \r\nQ 39.546875 41.84375 41.421875 45.53125 \r\nQ 43.3125 49.21875 43.3125 52.78125 \r\nQ 43.3125 58.59375 39.234375 62.25 \r\nQ 35.15625 65.921875 28.609375 65.921875 \r\nQ 23.96875 65.921875 18.8125 64.3125 \r\nQ 13.671875 62.703125 7.8125 59.421875 \r\nL 7.8125 69.390625 \r\nQ 13.765625 71.78125 18.9375 73 \r\nQ 24.125 74.21875 28.421875 74.21875 \r\nQ 39.75 74.21875 46.484375 68.546875 \r\nQ 53.21875 62.890625 53.21875 53.421875 \r\nQ 53.21875 48.921875 51.53125 44.890625 \r\nQ 49.859375 40.875 45.40625 35.40625 \r\nQ 44.1875 33.984375 37.640625 27.21875 \r\nQ 31.109375 20.453125 19.1875 8.296875 \r\nz\r\n\" id=\"DejaVuSans-50\"/>\r\n        <path d=\"M 31.78125 66.40625 \r\nQ 24.171875 66.40625 20.328125 58.90625 \r\nQ 16.5 51.421875 16.5 36.375 \r\nQ 16.5 21.390625 20.328125 13.890625 \r\nQ 24.171875 6.390625 31.78125 6.390625 \r\nQ 39.453125 6.390625 43.28125 13.890625 \r\nQ 47.125 21.390625 47.125 36.375 \r\nQ 47.125 51.421875 43.28125 58.90625 \r\nQ 39.453125 66.40625 31.78125 66.40625 \r\nz\r\nM 31.78125 74.21875 \r\nQ 44.046875 74.21875 50.515625 64.515625 \r\nQ 56.984375 54.828125 56.984375 36.375 \r\nQ 56.984375 17.96875 50.515625 8.265625 \r\nQ 44.046875 -1.421875 31.78125 -1.421875 \r\nQ 19.53125 -1.421875 13.0625 8.265625 \r\nQ 6.59375 17.96875 6.59375 36.375 \r\nQ 6.59375 54.828125 13.0625 64.515625 \r\nQ 19.53125 74.21875 31.78125 74.21875 \r\nz\r\n\" id=\"DejaVuSans-48\"/>\r\n        <path d=\"M 12.40625 8.296875 \r\nL 28.515625 8.296875 \r\nL 28.515625 63.921875 \r\nL 10.984375 60.40625 \r\nL 10.984375 69.390625 \r\nL 28.421875 72.90625 \r\nL 38.28125 72.90625 \r\nL 38.28125 8.296875 \r\nL 54.390625 8.296875 \r\nL 54.390625 0 \r\nL 12.40625 0 \r\nz\r\n\" id=\"DejaVuSans-49\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-50\"/>\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=\"229.566959\" xlink:href=\"#m1c1c40d03a\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_2\">\r\n      <!-- 2013 -->\r\n      <g transform=\"translate(206.486769 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 40.578125 39.3125 \r\nQ 47.65625 37.796875 51.625 33 \r\nQ 55.609375 28.21875 55.609375 21.1875 \r\nQ 55.609375 10.40625 48.1875 4.484375 \r\nQ 40.765625 -1.421875 27.09375 -1.421875 \r\nQ 22.515625 -1.421875 17.65625 -0.515625 \r\nQ 12.796875 0.390625 7.625 2.203125 \r\nL 7.625 11.71875 \r\nQ 11.71875 9.328125 16.59375 8.109375 \r\nQ 21.484375 6.890625 26.8125 6.890625 \r\nQ 36.078125 6.890625 40.9375 10.546875 \r\nQ 45.796875 14.203125 45.796875 21.1875 \r\nQ 45.796875 27.640625 41.28125 31.265625 \r\nQ 36.765625 34.90625 28.71875 34.90625 \r\nL 20.21875 34.90625 \r\nL 20.21875 43.015625 \r\nL 29.109375 43.015625 \r\nQ 36.375 43.015625 40.234375 45.921875 \r\nQ 44.09375 48.828125 44.09375 54.296875 \r\nQ 44.09375 59.90625 40.109375 62.90625 \r\nQ 36.140625 65.921875 28.71875 65.921875 \r\nQ 24.65625 65.921875 20.015625 65.03125 \r\nQ 15.375 64.15625 9.8125 62.3125 \r\nL 9.8125 71.09375 \r\nQ 15.4375 72.65625 20.34375 73.4375 \r\nQ 25.25 74.21875 29.59375 74.21875 \r\nQ 40.828125 74.21875 47.359375 69.109375 \r\nQ 53.90625 64.015625 53.90625 55.328125 \r\nQ 53.90625 49.265625 50.4375 45.09375 \r\nQ 46.96875 40.921875 40.578125 39.3125 \r\nz\r\n\" id=\"DejaVuSans-51\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-51\"/>\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=\"392.07232\" xlink:href=\"#m1c1c40d03a\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_3\">\r\n      <!-- 2014 -->\r\n      <g transform=\"translate(368.992129 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 37.796875 64.3125 \r\nL 12.890625 25.390625 \r\nL 37.796875 25.390625 \r\nz\r\nM 35.203125 72.90625 \r\nL 47.609375 72.90625 \r\nL 47.609375 25.390625 \r\nL 58.015625 25.390625 \r\nL 58.015625 17.1875 \r\nL 47.609375 17.1875 \r\nL 47.609375 0 \r\nL 37.796875 0 \r\nL 37.796875 17.1875 \r\nL 4.890625 17.1875 \r\nL 4.890625 26.703125 \r\nz\r\n\" id=\"DejaVuSans-52\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" 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=\"554.57768\" xlink:href=\"#m1c1c40d03a\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_4\">\r\n      <!-- 2015 -->\r\n      <g transform=\"translate(531.49749 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 10.796875 72.90625 \r\nL 49.515625 72.90625 \r\nL 49.515625 64.59375 \r\nL 19.828125 64.59375 \r\nL 19.828125 46.734375 \r\nQ 21.96875 47.46875 24.109375 47.828125 \r\nQ 26.265625 48.1875 28.421875 48.1875 \r\nQ 40.625 48.1875 47.75 41.5 \r\nQ 54.890625 34.8125 54.890625 23.390625 \r\nQ 54.890625 11.625 47.5625 5.09375 \r\nQ 40.234375 -1.421875 26.90625 -1.421875 \r\nQ 22.3125 -1.421875 17.546875 -0.640625 \r\nQ 12.796875 0.140625 7.71875 1.703125 \r\nL 7.71875 11.625 \r\nQ 12.109375 9.234375 16.796875 8.0625 \r\nQ 21.484375 6.890625 26.703125 6.890625 \r\nQ 35.15625 6.890625 40.078125 11.328125 \r\nQ 45.015625 15.765625 45.015625 23.390625 \r\nQ 45.015625 31 40.078125 35.4375 \r\nQ 35.15625 39.890625 26.703125 39.890625 \r\nQ 22.75 39.890625 18.8125 39.015625 \r\nQ 14.890625 38.140625 10.796875 36.28125 \r\nz\r\n\" id=\"DejaVuSans-53\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" 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=\"717.083041\" xlink:href=\"#m1c1c40d03a\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_5\">\r\n      <!-- 2016 -->\r\n      <g transform=\"translate(694.002851 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 33.015625 40.375 \r\nQ 26.375 40.375 22.484375 35.828125 \r\nQ 18.609375 31.296875 18.609375 23.390625 \r\nQ 18.609375 15.53125 22.484375 10.953125 \r\nQ 26.375 6.390625 33.015625 6.390625 \r\nQ 39.65625 6.390625 43.53125 10.953125 \r\nQ 47.40625 15.53125 47.40625 23.390625 \r\nQ 47.40625 31.296875 43.53125 35.828125 \r\nQ 39.65625 40.375 33.015625 40.375 \r\nz\r\nM 52.59375 71.296875 \r\nL 52.59375 62.3125 \r\nQ 48.875 64.0625 45.09375 64.984375 \r\nQ 41.3125 65.921875 37.59375 65.921875 \r\nQ 27.828125 65.921875 22.671875 59.328125 \r\nQ 17.53125 52.734375 16.796875 39.40625 \r\nQ 19.671875 43.65625 24.015625 45.921875 \r\nQ 28.375 48.1875 33.59375 48.1875 \r\nQ 44.578125 48.1875 50.953125 41.515625 \r\nQ 57.328125 34.859375 57.328125 23.390625 \r\nQ 57.328125 12.15625 50.6875 5.359375 \r\nQ 44.046875 -1.421875 33.015625 -1.421875 \r\nQ 20.359375 -1.421875 13.671875 8.265625 \r\nQ 6.984375 17.96875 6.984375 36.375 \r\nQ 6.984375 53.65625 15.1875 63.9375 \r\nQ 23.390625 74.21875 37.203125 74.21875 \r\nQ 40.921875 74.21875 44.703125 73.484375 \r\nQ 48.484375 72.75 52.59375 71.296875 \r\nz\r\n\" id=\"DejaVuSans-54\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-54\"/>\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=\"880.033622\" xlink:href=\"#m1c1c40d03a\" y=\"300.96\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_6\">\r\n      <!-- 2017 -->\r\n      <g transform=\"translate(856.953432 327.26544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 8.203125 72.90625 \r\nL 55.078125 72.90625 \r\nL 55.078125 68.703125 \r\nL 28.609375 0 \r\nL 18.3125 0 \r\nL 43.21875 64.59375 \r\nL 8.203125 64.59375 \r\nz\r\n\" id=\"DejaVuSans-55\"/>\r\n       </defs>\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-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-55\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"text_7\">\r\n     <!-- Date -->\r\n     <g transform=\"translate(461.374219 340.66494)scale(0.1 -0.1)\">\r\n      <defs>\r\n       <path d=\"M 19.671875 64.796875 \r\nL 19.671875 8.109375 \r\nL 31.59375 8.109375 \r\nQ 46.6875 8.109375 53.6875 14.9375 \r\nQ 60.6875 21.78125 60.6875 36.53125 \r\nQ 60.6875 51.171875 53.6875 57.984375 \r\nQ 46.6875 64.796875 31.59375 64.796875 \r\nz\r\nM 9.8125 72.90625 \r\nL 30.078125 72.90625 \r\nQ 51.265625 72.90625 61.171875 64.09375 \r\nQ 71.09375 55.28125 71.09375 36.53125 \r\nQ 71.09375 17.671875 61.125 8.828125 \r\nQ 51.171875 0 30.078125 0 \r\nL 9.8125 0 \r\nz\r\n\" id=\"DejaVuSans-68\"/>\r\n       <path d=\"M 34.28125 27.484375 \r\nQ 23.390625 27.484375 19.1875 25 \r\nQ 14.984375 22.515625 14.984375 16.5 \r\nQ 14.984375 11.71875 18.140625 8.90625 \r\nQ 21.296875 6.109375 26.703125 6.109375 \r\nQ 34.1875 6.109375 38.703125 11.40625 \r\nQ 43.21875 16.703125 43.21875 25.484375 \r\nL 43.21875 27.484375 \r\nz\r\nM 52.203125 31.203125 \r\nL 52.203125 0 \r\nL 43.21875 0 \r\nL 43.21875 8.296875 \r\nQ 40.140625 3.328125 35.546875 0.953125 \r\nQ 30.953125 -1.421875 24.3125 -1.421875 \r\nQ 15.921875 -1.421875 10.953125 3.296875 \r\nQ 6 8.015625 6 15.921875 \r\nQ 6 25.140625 12.171875 29.828125 \r\nQ 18.359375 34.515625 30.609375 34.515625 \r\nL 43.21875 34.515625 \r\nL 43.21875 35.40625 \r\nQ 43.21875 41.609375 39.140625 45 \r\nQ 35.0625 48.390625 27.6875 48.390625 \r\nQ 23 48.390625 18.546875 47.265625 \r\nQ 14.109375 46.140625 10.015625 43.890625 \r\nL 10.015625 52.203125 \r\nQ 14.9375 54.109375 19.578125 55.046875 \r\nQ 24.21875 56 28.609375 56 \r\nQ 40.484375 56 46.34375 49.84375 \r\nQ 52.203125 43.703125 52.203125 31.203125 \r\nz\r\n\" id=\"DejaVuSans-97\"/>\r\n       <path d=\"M 18.3125 70.21875 \r\nL 18.3125 54.6875 \r\nL 36.8125 54.6875 \r\nL 36.8125 47.703125 \r\nL 18.3125 47.703125 \r\nL 18.3125 18.015625 \r\nQ 18.3125 11.328125 20.140625 9.421875 \r\nQ 21.96875 7.515625 27.59375 7.515625 \r\nL 36.8125 7.515625 \r\nL 36.8125 0 \r\nL 27.59375 0 \r\nQ 17.1875 0 13.234375 3.875 \r\nQ 9.28125 7.765625 9.28125 18.015625 \r\nL 9.28125 47.703125 \r\nL 2.6875 47.703125 \r\nL 2.6875 54.6875 \r\nL 9.28125 54.6875 \r\nL 9.28125 70.21875 \r\nz\r\n\" id=\"DejaVuSans-116\"/>\r\n       <path d=\"M 56.203125 29.59375 \r\nL 56.203125 25.203125 \r\nL 14.890625 25.203125 \r\nQ 15.484375 15.921875 20.484375 11.0625 \r\nQ 25.484375 6.203125 34.421875 6.203125 \r\nQ 39.59375 6.203125 44.453125 7.46875 \r\nQ 49.3125 8.734375 54.109375 11.28125 \r\nL 54.109375 2.78125 \r\nQ 49.265625 0.734375 44.1875 -0.34375 \r\nQ 39.109375 -1.421875 33.890625 -1.421875 \r\nQ 20.796875 -1.421875 13.15625 6.1875 \r\nQ 5.515625 13.8125 5.515625 26.8125 \r\nQ 5.515625 40.234375 12.765625 48.109375 \r\nQ 20.015625 56 32.328125 56 \r\nQ 43.359375 56 49.78125 48.890625 \r\nQ 56.203125 41.796875 56.203125 29.59375 \r\nz\r\nM 47.21875 32.234375 \r\nQ 47.125 39.59375 43.09375 43.984375 \r\nQ 39.0625 48.390625 32.421875 48.390625 \r\nQ 24.90625 48.390625 20.390625 44.140625 \r\nQ 15.875 39.890625 15.1875 32.171875 \r\nz\r\n\" id=\"DejaVuSans-101\"/>\r\n      </defs>\r\n      <use xlink:href=\"#DejaVuSans-68\"/>\r\n      <use x=\"77.001953\" xlink:href=\"#DejaVuSans-97\"/>\r\n      <use x=\"138.28125\" xlink:href=\"#DejaVuSans-116\"/>\r\n      <use x=\"177.490234\" 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_7\">\r\n      <defs>\r\n       <path d=\"M 0 0 \r\nL -3.5 0 \r\n\" id=\"m4a897b5e3e\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n      </defs>\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m4a897b5e3e\" y=\"273.048829\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_8\">\r\n      <!-- 55 -->\r\n      <g transform=\"translate(7.2 276.848048)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-53\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\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=\"26.925\" xlink:href=\"#m4a897b5e3e\" y=\"237.665165\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_9\">\r\n      <!-- 60 -->\r\n      <g transform=\"translate(7.2 241.464384)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=\"ytick_3\">\r\n     <g id=\"line2d_9\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m4a897b5e3e\" y=\"202.281501\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_10\">\r\n      <!-- 65 -->\r\n      <g transform=\"translate(7.2 206.08072)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-54\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\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=\"26.925\" xlink:href=\"#m4a897b5e3e\" y=\"166.897837\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_11\">\r\n      <!-- 70 -->\r\n      <g transform=\"translate(7.2 170.697056)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-55\"/>\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_11\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m4a897b5e3e\" y=\"131.514174\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_12\">\r\n      <!-- 75 -->\r\n      <g transform=\"translate(7.2 135.313392)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-55\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\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=\"26.925\" xlink:href=\"#m4a897b5e3e\" y=\"96.13051\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_13\">\r\n      <!-- 80 -->\r\n      <g transform=\"translate(7.2 99.929728)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 31.78125 34.625 \r\nQ 24.75 34.625 20.71875 30.859375 \r\nQ 16.703125 27.09375 16.703125 20.515625 \r\nQ 16.703125 13.921875 20.71875 10.15625 \r\nQ 24.75 6.390625 31.78125 6.390625 \r\nQ 38.8125 6.390625 42.859375 10.171875 \r\nQ 46.921875 13.96875 46.921875 20.515625 \r\nQ 46.921875 27.09375 42.890625 30.859375 \r\nQ 38.875 34.625 31.78125 34.625 \r\nz\r\nM 21.921875 38.8125 \r\nQ 15.578125 40.375 12.03125 44.71875 \r\nQ 8.5 49.078125 8.5 55.328125 \r\nQ 8.5 64.0625 14.71875 69.140625 \r\nQ 20.953125 74.21875 31.78125 74.21875 \r\nQ 42.671875 74.21875 48.875 69.140625 \r\nQ 55.078125 64.0625 55.078125 55.328125 \r\nQ 55.078125 49.078125 51.53125 44.71875 \r\nQ 48 40.375 41.703125 38.8125 \r\nQ 48.828125 37.15625 52.796875 32.3125 \r\nQ 56.78125 27.484375 56.78125 20.515625 \r\nQ 56.78125 9.90625 50.3125 4.234375 \r\nQ 43.84375 -1.421875 31.78125 -1.421875 \r\nQ 19.734375 -1.421875 13.25 4.234375 \r\nQ 6.78125 9.90625 6.78125 20.515625 \r\nQ 6.78125 27.484375 10.78125 32.3125 \r\nQ 14.796875 37.15625 21.921875 38.8125 \r\nz\r\nM 18.3125 54.390625 \r\nQ 18.3125 48.734375 21.84375 45.5625 \r\nQ 25.390625 42.390625 31.78125 42.390625 \r\nQ 38.140625 42.390625 41.71875 45.5625 \r\nQ 45.3125 48.734375 45.3125 54.390625 \r\nQ 45.3125 60.0625 41.71875 63.234375 \r\nQ 38.140625 66.40625 31.78125 66.40625 \r\nQ 25.390625 66.40625 21.84375 63.234375 \r\nQ 18.3125 60.0625 18.3125 54.390625 \r\nz\r\n\" id=\"DejaVuSans-56\"/>\r\n       </defs>\r\n       <use xlink:href=\"#DejaVuSans-56\"/>\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_13\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m4a897b5e3e\" y=\"60.746846\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_14\">\r\n      <!-- 85 -->\r\n      <g transform=\"translate(7.2 64.546065)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-56\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\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=\"26.925\" xlink:href=\"#m4a897b5e3e\" y=\"25.363182\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_15\">\r\n      <!-- 90 -->\r\n      <g transform=\"translate(7.2 29.162401)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 10.984375 1.515625 \r\nL 10.984375 10.5 \r\nQ 14.703125 8.734375 18.5 7.8125 \r\nQ 22.3125 6.890625 25.984375 6.890625 \r\nQ 35.75 6.890625 40.890625 13.453125 \r\nQ 46.046875 20.015625 46.78125 33.40625 \r\nQ 43.953125 29.203125 39.59375 26.953125 \r\nQ 35.25 24.703125 29.984375 24.703125 \r\nQ 19.046875 24.703125 12.671875 31.3125 \r\nQ 6.296875 37.9375 6.296875 49.421875 \r\nQ 6.296875 60.640625 12.9375 67.421875 \r\nQ 19.578125 74.21875 30.609375 74.21875 \r\nQ 43.265625 74.21875 49.921875 64.515625 \r\nQ 56.59375 54.828125 56.59375 36.375 \r\nQ 56.59375 19.140625 48.40625 8.859375 \r\nQ 40.234375 -1.421875 26.421875 -1.421875 \r\nQ 22.703125 -1.421875 18.890625 -0.6875 \r\nQ 15.09375 0.046875 10.984375 1.515625 \r\nz\r\nM 30.609375 32.421875 \r\nQ 37.25 32.421875 41.125 36.953125 \r\nQ 45.015625 41.5 45.015625 49.421875 \r\nQ 45.015625 57.28125 41.125 61.84375 \r\nQ 37.25 66.40625 30.609375 66.40625 \r\nQ 23.96875 66.40625 20.09375 61.84375 \r\nQ 16.21875 57.28125 16.21875 49.421875 \r\nQ 16.21875 41.5 20.09375 36.953125 \r\nQ 23.96875 32.421875 30.609375 32.421875 \r\nz\r\n\" id=\"DejaVuSans-57\"/>\r\n       </defs>\r\n       <use xlink:href=\"#DejaVuSans-57\"/>\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=\"line2d_15\">\r\n    <path clip-path=\"url(#pa1e6020d26)\" d=\"M 67.506818 235.329829 \r\nL 67.952038 239.717425 \r\nL 68.397259 241.769684 \r\nL 68.842479 244.741898 \r\nL 70.178139 243.468086 \r\nL 70.623359 244.458822 \r\nL 71.06858 241.911191 \r\nL 71.5138 241.203532 \r\nL 71.95902 240.920455 \r\nL 73.739901 238.726689 \r\nL 74.185121 237.594412 \r\nL 74.630341 233.348351 \r\nL 75.075561 230.517679 \r\nL 76.411222 231.225338 \r\nL 76.856442 227.828514 \r\nL 77.301662 227.262361 \r\nL 77.746882 230.800727 \r\nL 78.192102 232.640692 \r\nL 79.527763 228.46542 \r\nL 79.972983 228.040802 \r\nL 80.418203 222.237888 \r\nL 80.863423 223.936311 \r\nL 81.308643 223.299405 \r\nL 82.644304 224.360901 \r\nL 83.089524 225.705494 \r\nL 83.534744 226.200865 \r\nL 83.979964 223.794776 \r\nL 84.425185 224.219359 \r\nL 85.760845 224.997806 \r\nL 86.206065 221.954811 \r\nL 86.651285 225.21013 \r\nL 87.096506 223.228623 \r\nL 87.541726 220.114868 \r\nL 89.322606 237.169794 \r\nL 89.767827 247.572605 \r\nL 90.213047 247.997188 \r\nL 90.658267 246.228005 \r\nL 91.993927 248.563341 \r\nL 92.439148 245.237269 \r\nL 92.884368 244.175745 \r\nL 93.329588 246.01571 \r\nL 93.774808 244.671145 \r\nL 95.110469 241.911191 \r\nL 95.555689 244.954193 \r\nL 96.000909 238.655901 \r\nL 96.446129 239.292814 \r\nL 96.891349 237.099012 \r\nL 98.22701 232.852987 \r\nL 98.67223 230.588432 \r\nL 99.11745 230.02228 \r\nL 99.56267 228.960784 \r\nL 100.00789 231.72071 \r\nL 101.343551 232.428369 \r\nL 101.788771 233.41914 \r\nL 102.233991 233.702188 \r\nL 103.124432 232.357616 \r\nL 104.460092 229.173079 \r\nL 104.905312 229.951527 \r\nL 105.350532 229.24386 \r\nL 105.795753 231.862244 \r\nL 106.240973 229.173079 \r\nL 107.576633 228.040802 \r\nL 108.021853 233.065275 \r\nL 108.467074 235.825229 \r\nL 108.912294 232.923768 \r\nL 110.693174 236.745183 \r\nL 111.138395 238.160537 \r\nL 111.583615 239.080519 \r\nL 112.028835 236.67443 \r\nL 112.474055 239.292814 \r\nL 113.809716 233.560646 \r\nL 114.254936 224.431682 \r\nL 114.700156 223.087089 \r\nL 115.145376 225.280883 \r\nL 115.590596 220.327163 \r\nL 116.926257 240.920455 \r\nL 117.371477 253.446279 \r\nL 117.816697 256.347733 \r\nL 118.261917 245.095728 \r\nL 118.707137 244.529603 \r\nL 120.042798 245.378804 \r\nL 120.488018 244.246527 \r\nL 120.933238 244.671145 \r\nL 121.378458 244.812651 \r\nL 121.823679 246.864911 \r\nL 123.159339 243.397326 \r\nL 123.604559 244.388068 \r\nL 124.049779 244.529603 \r\nL 124.495 243.397326 \r\nL 124.94022 241.769684 \r\nL 126.27588 244.246527 \r\nL 126.7211 242.265056 \r\nL 127.166321 243.397326 \r\nL 127.611541 225.776254 \r\nL 128.056761 220.468705 \r\nL 129.392421 216.151891 \r\nL 130.728082 201.78613 \r\nL 131.173302 200.087728 \r\nL 132.954183 197.469323 \r\nL 133.399403 199.167725 \r\nL 133.844623 196.47858 \r\nL 134.289843 198.389277 \r\nL 135.625504 195.27555 \r\nL 136.070724 198.743135 \r\nL 136.515944 195.70014 \r\nL 136.961164 196.124723 \r\nL 137.406384 179.494415 \r\nL 138.742045 184.377374 \r\nL 139.187265 183.032781 \r\nL 139.632485 187.632664 \r\nL 140.077705 183.669715 \r\nL 141.858586 180.202074 \r\nL 142.303806 182.395896 \r\nL 142.749026 177.371423 \r\nL 143.194246 183.174344 \r\nL 143.639467 186.004995 \r\nL 144.975127 179.777491 \r\nL 145.420347 176.946784 \r\nL 145.865567 176.876059 \r\nL 146.310788 178.928262 \r\nL 146.756008 168.879316 \r\nL 148.091668 171.497728 \r\nL 148.536888 161.590288 \r\nL 149.427329 159.254952 \r\nL 149.872549 157.273474 \r\nL 151.208209 154.442774 \r\nL 151.65343 151.965924 \r\nL 152.09865 150.904407 \r\nL 152.54387 150.550599 \r\nL 152.98909 144.393827 \r\nL 154.324751 145.809153 \r\nL 154.769971 144.95998 \r\nL 155.215191 146.729163 \r\nL 155.660411 156.070443 \r\nL 156.105631 150.975189 \r\nL 157.441292 153.805896 \r\nL 157.886512 151.753636 \r\nL 158.331732 152.178219 \r\nL 158.776952 140.926242 \r\nL 159.222172 134.911027 \r\nL 160.557833 131.655687 \r\nL 161.003053 135.547911 \r\nL 161.448273 141.280044 \r\nL 162.338714 134.698682 \r\nL 163.674374 136.609428 \r\nL 164.119594 138.661688 \r\nL 164.564814 136.397133 \r\nL 165.010035 139.65243 \r\nL 165.455255 140.855461 \r\nL 166.790915 142.836932 \r\nL 167.236135 138.520125 \r\nL 167.681356 135.406398 \r\nL 168.126576 151.682848 \r\nL 168.571796 152.815153 \r\nL 169.907456 150.621331 \r\nL 170.352677 156.77811 \r\nL 170.797897 154.372042 \r\nL 171.243117 155.858148 \r\nL 171.688337 151.965924 \r\nL 173.023998 149.206005 \r\nL 173.469218 149.842883 \r\nL 173.914438 147.295309 \r\nL 174.359658 150.975189 \r\nL 174.804878 148.498346 \r\nL 176.585759 142.058491 \r\nL 177.030979 141.775415 \r\nL 177.476199 132.858767 \r\nL 177.921419 139.864718 \r\nL 179.25708 142.058491 \r\nL 179.7023 138.166317 \r\nL 180.14752 138.095535 \r\nL 180.59274 130.523438 \r\nL 181.037961 135.05254 \r\nL 182.373621 138.661688 \r\nL 182.818841 138.944764 \r\nL 183.709282 133.283357 \r\nL 184.154502 135.406398 \r\nL 185.490162 133.354138 \r\nL 185.935382 136.750942 \r\nL 186.380603 137.246313 \r\nL 187.271043 140.006232 \r\nL 188.606703 138.237048 \r\nL 189.051924 140.36009 \r\nL 190.387584 130.59422 \r\nL 191.723245 129.74499 \r\nL 192.168465 137.600171 \r\nL 192.613685 128.54196 \r\nL 193.058905 131.443392 \r\nL 193.504125 125.782034 \r\nL 194.839786 116.299184 \r\nL 195.285006 117.997586 \r\nL 195.730226 117.148413 \r\nL 196.175446 120.474485 \r\nL 196.620666 127.126578 \r\nL 197.956327 126.914283 \r\nL 198.401547 133.212575 \r\nL 198.846767 132.787985 \r\nL 199.291987 129.249619 \r\nL 199.737208 130.735726 \r\nL 201.963308 131.37266 \r\nL 202.408529 142.483131 \r\nL 202.853749 147.295309 \r\nL 204.189409 144.676904 \r\nL 204.634629 140.289308 \r\nL 205.52507 149.347519 \r\nL 205.97029 150.550599 \r\nL 207.30595 149.347519 \r\nL 207.751171 154.088965 \r\nL 208.196391 157.627332 \r\nL 208.641611 175.956048 \r\nL 209.086831 180.839008 \r\nL 210.422492 173.833057 \r\nL 210.867712 173.97457 \r\nL 211.312932 174.753018 \r\nL 212.203372 165.482512 \r\nL 213.539033 167.534715 \r\nL 213.984253 170.436204 \r\nL 214.429473 162.934881 \r\nL 214.874693 161.024135 \r\nL 215.319913 152.602858 \r\nL 216.655574 157.415044 \r\nL 217.100794 151.895143 \r\nL 217.546014 155.221214 \r\nL 217.991234 155.645861 \r\nL 218.436455 150.692112 \r\nL 219.772115 151.682848 \r\nL 220.217335 160.599552 \r\nL 220.662555 174.39916 \r\nL 221.107776 173.691494 \r\nL 221.552996 175.743753 \r\nL 222.888656 172.559245 \r\nL 223.333876 170.436204 \r\nL 223.779097 177.371423 \r\nL 224.224317 173.97457 \r\nL 224.669537 176.451413 \r\nL 226.005197 177.017565 \r\nL 226.895638 181.122084 \r\nL 227.340858 179.70671 \r\nL 227.786078 183.811222 \r\nL 229.121739 179.423633 \r\nL 230.012179 172.276169 \r\nL 230.457399 175.389896 \r\nL 230.902619 173.54998 \r\nL 232.23828 178.220596 \r\nL 232.6835 176.876059 \r\nL 233.12872 177.017565 \r\nL 233.57394 178.503672 \r\nL 234.01916 176.592983 \r\nL 235.354821 178.928262 \r\nL 235.800041 174.116084 \r\nL 236.245261 172.488463 \r\nL 236.690481 175.036094 \r\nL 237.135702 172.559245 \r\nL 238.916582 169.870051 \r\nL 239.361802 170.506985 \r\nL 239.807023 168.383944 \r\nL 240.252243 173.97457 \r\nL 241.587903 171.497728 \r\nL 242.033123 167.676285 \r\nL 242.478344 168.667021 \r\nL 242.923564 167.251695 \r\nL 243.368784 163.430253 \r\nL 244.704444 169.51625 \r\nL 245.149665 161.448774 \r\nL 245.594885 157.627332 \r\nL 246.040105 158.193435 \r\nL 246.485325 156.424252 \r\nL 247.820986 156.990397 \r\nL 248.711426 157.061186 \r\nL 249.156646 161.094917 \r\nL 249.601866 171.851529 \r\nL 251.382747 175.672972 \r\nL 251.827967 172.488463 \r\nL 252.273187 165.057873 \r\nL 252.718407 164.06713 \r\nL 254.054068 163.784061 \r\nL 254.944508 155.150433 \r\nL 255.389728 161.377993 \r\nL 255.834949 154.584337 \r\nL 257.615829 140.572384 \r\nL 258.061049 142.978502 \r\nL 258.50627 143.403085 \r\nL 258.95149 145.455344 \r\nL 260.28715 145.809153 \r\nL 260.73237 141.421614 \r\nL 261.177591 141.067749 \r\nL 261.622811 144.110751 \r\nL 262.068031 149.206005 \r\nL 263.403691 150.975189 \r\nL 263.848912 149.559863 \r\nL 264.294132 145.738421 \r\nL 264.739352 144.747685 \r\nL 265.184572 136.609428 \r\nL 266.520233 132.575698 \r\nL 266.965453 133.141843 \r\nL 267.410673 133.071062 \r\nL 267.855893 132.717204 \r\nL 269.636774 128.471178 \r\nL 270.081994 124.295927 \r\nL 270.527214 124.437441 \r\nL 271.417654 121.677522 \r\nL 272.753315 115.308448 \r\nL 273.198535 109.434746 \r\nL 273.643755 114.742296 \r\nL 274.088975 111.770082 \r\nL 274.534196 106.321019 \r\nL 275.869856 106.957904 \r\nL 276.315076 105.471797 \r\nL 276.760296 106.674827 \r\nL 277.205517 116.228402 \r\nL 277.650737 108.231716 \r\nL 278.986397 110.49627 \r\nL 279.431617 102.570365 \r\nL 279.876838 110.07168 \r\nL 280.322058 105.684085 \r\nL 280.767278 102.924166 \r\nL 282.102938 107.524057 \r\nL 282.548159 112.265453 \r\nL 283.438599 107.028685 \r\nL 283.883819 101.438059 \r\nL 285.21948 104.410273 \r\nL 285.6647 104.410273 \r\nL 286.10992 108.514792 \r\nL 286.55514 107.453268 \r\nL 287.00036 103.98569 \r\nL 288.336021 106.745609 \r\nL 288.781241 104.764131 \r\nL 289.226461 97.121245 \r\nL 289.671681 106.745609 \r\nL 290.116901 111.203929 \r\nL 291.452562 114.530001 \r\nL 291.897782 114.600789 \r\nL 292.343002 117.148413 \r\nL 292.788222 122.102105 \r\nL 293.233443 115.166935 \r\nL 295.014323 115.096153 \r\nL 295.459543 122.809771 \r\nL 295.904764 127.055853 \r\nL 296.349984 132.646479 \r\nL 298.130864 124.862031 \r\nL 298.576085 129.74499 \r\nL 299.021305 127.055853 \r\nL 299.466525 122.102105 \r\nL 300.802185 126.206624 \r\nL 301.692626 132.646479 \r\nL 302.137846 131.514174 \r\nL 302.583066 132.434128 \r\nL 303.918727 131.868031 \r\nL 304.363947 126.348137 \r\nL 305.254387 145.455344 \r\nL 305.699607 142.058491 \r\nL 307.035268 137.175581 \r\nL 307.480488 135.972494 \r\nL 307.925708 131.443392 \r\nL 308.370928 129.674209 \r\nL 308.816148 135.123321 \r\nL 310.151809 134.415662 \r\nL 310.597029 133.566433 \r\nL 311.042249 133.212575 \r\nL 311.93269 130.028067 \r\nL 313.26835 119.412968 \r\nL 313.71357 117.148413 \r\nL 314.15879 118.988378 \r\nL 314.604011 112.902388 \r\nL 315.049231 112.902388 \r\nL 316.384891 117.148413 \r\nL 316.830111 114.742296 \r\nL 317.275332 115.945383 \r\nL 317.720552 114.954647 \r\nL 318.165772 109.717822 \r\nL 319.501432 111.203929 \r\nL 319.946653 106.391751 \r\nL 320.391873 108.656305 \r\nL 320.837093 110.213194 \r\nL 321.282313 110.283975 \r\nL 322.617974 110.354757 \r\nL 323.063194 111.062423 \r\nL 323.508414 110.708565 \r\nL 323.953634 108.727087 \r\nL 324.398854 104.976426 \r\nL 325.734515 104.834912 \r\nL 326.179735 111.203929 \r\nL 326.624955 114.742296 \r\nL 327.070175 115.591525 \r\nL 327.515395 118.068367 \r\nL 328.851056 116.794555 \r\nL 329.296276 118.351444 \r\nL 329.741496 121.606734 \r\nL 330.186716 135.689418 \r\nL 330.631937 137.812459 \r\nL 331.967597 141.56312 \r\nL 332.412817 144.039969 \r\nL 332.858037 141.775415 \r\nL 333.303258 142.412349 \r\nL 333.748478 142.553863 \r\nL 335.529358 146.658375 \r\nL 335.974579 150.055235 \r\nL 336.419799 149.701377 \r\nL 336.865019 145.809153 \r\nL 338.6459 147.932194 \r\nL 339.09112 146.304517 \r\nL 339.53634 148.002975 \r\nL 339.98156 148.569128 \r\nL 341.317221 142.058491 \r\nL 341.762441 138.873983 \r\nL 342.207661 138.237048 \r\nL 342.652881 139.227784 \r\nL 343.098101 136.043275 \r\nL 344.433762 133.071062 \r\nL 344.878982 130.452649 \r\nL 345.324202 121.465227 \r\nL 345.769422 122.951334 \r\nL 346.214642 125.640471 \r\nL 347.550303 121.465227 \r\nL 347.995523 126.206624 \r\nL 348.440743 133.991016 \r\nL 348.885963 134.203311 \r\nL 349.331184 136.043275 \r\nL 350.666844 138.873983 \r\nL 351.112064 141.492395 \r\nL 351.557284 140.572384 \r\nL 352.002505 144.535334 \r\nL 352.447725 147.082964 \r\nL 353.783385 153.664326 \r\nL 354.228605 146.375298 \r\nL 354.673826 145.667639 \r\nL 355.119046 133.00028 \r\nL 355.564266 132.787985 \r\nL 356.899926 133.778728 \r\nL 357.345147 135.972494 \r\nL 357.790367 127.268148 \r\nL 358.235587 125.994329 \r\nL 358.680807 126.4897 \r\nL 360.016468 130.452649 \r\nL 360.461688 122.172886 \r\nL 360.906908 125.1451 \r\nL 361.352128 121.465227 \r\nL 361.797348 123.871288 \r\nL 363.133009 116.369972 \r\nL 363.578229 116.936118 \r\nL 364.468669 119.129891 \r\nL 364.913889 116.865337 \r\nL 366.69477 114.388494 \r\nL 367.13999 109.15167 \r\nL 367.58521 113.75156 \r\nL 368.030431 110.567052 \r\nL 369.366091 103.136461 \r\nL 369.811311 105.259502 \r\nL 370.701752 102.64109 \r\nL 371.146972 101.650354 \r\nL 372.482632 101.650354 \r\nL 372.927852 101.438059 \r\nL 373.373073 103.914902 \r\nL 373.818293 104.197978 \r\nL 374.263513 97.475103 \r\nL 376.044394 91.318331 \r\nL 376.489614 89.549148 \r\nL 377.380054 88.982995 \r\nL 378.715715 88.275329 \r\nL 379.160935 87.56767 \r\nL 380.051375 100.093466 \r\nL 380.496595 96.555099 \r\nL 381.832256 96.484368 \r\nL 382.277476 102.64109 \r\nL 382.722696 102.570365 \r\nL 383.167916 106.745609 \r\nL 383.613136 109.717822 \r\nL 384.948797 112.12394 \r\nL 385.394017 115.591525 \r\nL 385.839237 110.708565 \r\nL 386.284457 115.662306 \r\nL 386.729678 114.317713 \r\nL 388.510558 110.213194 \r\nL 389.400999 107.524057 \r\nL 389.846219 106.957904 \r\nL 391.627099 105.401015 \r\nL 392.51754 103.84412 \r\nL 392.96276 105.684085 \r\nL 394.29842 108.797868 \r\nL 394.743641 107.099467 \r\nL 395.188861 111.487006 \r\nL 395.634081 109.647098 \r\nL 396.079301 110.000899 \r\nL 397.414962 113.893123 \r\nL 397.860182 110.567052 \r\nL 398.305402 112.690036 \r\nL 398.750622 119.05911 \r\nL 399.195842 123.092847 \r\nL 400.976723 125.569746 \r\nL 402.312383 135.618693 \r\nL 403.648044 137.529382 \r\nL 404.093264 133.84951 \r\nL 404.538484 137.883247 \r\nL 404.983704 133.283357 \r\nL 405.428925 133.778728 \r\nL 406.764585 148.0737 \r\nL 407.209805 147.578336 \r\nL 407.655025 146.587593 \r\nL 408.100246 146.941451 \r\nL 408.545466 140.36009 \r\nL 409.881126 140.289308 \r\nL 410.326346 132.929499 \r\nL 410.771567 131.79725 \r\nL 411.662007 125.923548 \r\nL 413.442888 129.178838 \r\nL 413.888108 132.575698 \r\nL 414.333328 141.987759 \r\nL 414.778548 144.81841 \r\nL 416.114209 143.190797 \r\nL 416.559429 143.190797 \r\nL 417.004649 133.071062 \r\nL 417.449869 134.62795 \r\nL 417.895089 133.637215 \r\nL 419.23075 137.741677 \r\nL 419.67597 130.59422 \r\nL 420.12119 132.929499 \r\nL 420.56641 132.363403 \r\nL 421.01163 134.486387 \r\nL 422.347291 135.547911 \r\nL 423.237731 127.763512 \r\nL 424.128172 136.609428 \r\nL 425.463832 133.778728 \r\nL 425.909052 133.141843 \r\nL 426.354272 135.901769 \r\nL 426.799493 128.825036 \r\nL 427.244713 123.729782 \r\nL 428.580373 119.05911 \r\nL 429.025593 118.280662 \r\nL 429.470814 122.809771 \r\nL 429.916034 123.446705 \r\nL 430.361254 124.366659 \r\nL 431.696914 121.394446 \r\nL 433.032575 114.105418 \r\nL 433.477795 115.166935 \r\nL 434.813456 115.166935 \r\nL 435.258676 109.010163 \r\nL 435.703896 110.49627 \r\nL 436.149116 118.139156 \r\nL 436.594336 120.899074 \r\nL 437.929997 114.671571 \r\nL 438.375217 118.209937 \r\nL 438.820437 115.80382 \r\nL 439.265657 112.690036 \r\nL 441.046538 113.114682 \r\nL 441.491758 113.397752 \r\nL 441.936978 110.000899 \r\nL 442.827419 105.89638 \r\nL 444.163079 97.828911 \r\nL 444.608299 98.465846 \r\nL 445.053519 98.182769 \r\nL 445.49874 98.253551 \r\nL 445.94396 102.358013 \r\nL 447.27962 105.89638 \r\nL 447.72484 110.213194 \r\nL 448.170061 110.567052 \r\nL 448.615281 105.401015 \r\nL 449.060501 101.791917 \r\nL 450.841382 102.216507 \r\nL 451.286602 105.047207 \r\nL 451.731822 118.563738 \r\nL 452.177042 117.289927 \r\nL 453.512703 120.120627 \r\nL 453.957923 126.631214 \r\nL 454.403143 126.843502 \r\nL 454.848363 128.754255 \r\nL 455.293583 127.197359 \r\nL 457.074464 127.33893 \r\nL 457.519684 127.763512 \r\nL 457.964904 124.578954 \r\nL 458.410124 118.988378 \r\nL 459.745785 119.05911 \r\nL 460.191005 119.412968 \r\nL 460.636225 116.440754 \r\nL 461.081445 115.096153 \r\nL 461.526666 115.874601 \r\nL 462.862326 117.289927 \r\nL 463.752766 123.305135 \r\nL 464.643207 129.532695 \r\nL 465.978867 129.108113 \r\nL 466.424087 131.584955 \r\nL 466.869308 126.560482 \r\nL 467.314528 125.357395 \r\nL 467.759748 126.701995 \r\nL 469.095408 125.923548 \r\nL 469.540629 124.649736 \r\nL 469.985849 127.126578 \r\nL 470.431069 132.151051 \r\nL 470.876289 129.108113 \r\nL 472.21195 131.018802 \r\nL 472.65717 129.532695 \r\nL 473.10239 127.126578 \r\nL 473.54761 126.206624 \r\nL 475.328491 123.942069 \r\nL 476.218931 115.874601 \r\nL 476.664151 116.936118 \r\nL 477.109371 118.63452 \r\nL 478.445032 120.545217 \r\nL 478.890252 118.493014 \r\nL 479.335472 118.351444 \r\nL 479.780692 120.120627 \r\nL 480.225913 116.72383 \r\nL 482.006793 119.908339 \r\nL 482.452013 117.431489 \r\nL 482.897234 121.960598 \r\nL 483.342454 124.649736 \r\nL 484.678114 126.4897 \r\nL 485.123334 128.400397 \r\nL 485.568555 133.071062 \r\nL 486.013775 141.56312 \r\nL 486.458995 141.846196 \r\nL 487.794655 141.846196 \r\nL 488.239876 143.261578 \r\nL 488.685096 137.175581 \r\nL 489.130316 138.944764 \r\nL 489.575536 133.84951 \r\nL 490.911197 136.043275 \r\nL 491.356417 137.034018 \r\nL 491.801637 138.378611 \r\nL 492.246857 135.830988 \r\nL 492.692077 139.298565 \r\nL 494.027738 135.123321 \r\nL 494.472958 132.363403 \r\nL 494.918178 131.79725 \r\nL 495.363398 127.621949 \r\nL 495.808618 126.348137 \r\nL 497.144279 126.631214 \r\nL 497.589499 127.834294 \r\nL 498.034719 125.498965 \r\nL 498.479939 125.1451 \r\nL 498.92516 127.975807 \r\nL 500.70604 126.206624 \r\nL 501.15126 124.366659 \r\nL 501.596481 120.474485 \r\nL 502.041701 113.75156 \r\nL 503.377361 120.686779 \r\nL 503.822581 119.200673 \r\nL 504.267802 120.828293 \r\nL 505.158242 126.065111 \r\nL 506.493902 125.782034 \r\nL 506.939123 122.172886 \r\nL 507.384343 122.739039 \r\nL 507.829563 122.880552 \r\nL 508.274783 118.493014 \r\nL 509.610444 122.243668 \r\nL 510.055664 127.268148 \r\nL 510.500884 116.794555 \r\nL 510.946104 123.588212 \r\nL 511.391324 120.969856 \r\nL 512.726985 123.871288 \r\nL 513.172205 121.111369 \r\nL 513.617425 123.588212 \r\nL 514.062645 122.809771 \r\nL 514.507865 115.096153 \r\nL 515.843526 114.883866 \r\nL 516.288746 115.237667 \r\nL 516.733966 108.585573 \r\nL 517.179186 111.274711 \r\nL 517.624407 108.231716 \r\nL 518.960067 113.397752 \r\nL 519.405287 110.425489 \r\nL 519.850507 130.098848 \r\nL 520.295728 139.864718 \r\nL 520.740948 137.883247 \r\nL 522.076608 130.523438 \r\nL 522.521828 124.295927 \r\nL 522.967049 124.225146 \r\nL 523.412269 122.668258 \r\nL 523.857489 121.748304 \r\nL 525.193149 120.262197 \r\nL 525.63837 121.960598 \r\nL 526.08359 121.677522 \r\nL 526.52881 121.252932 \r\nL 526.97403 122.526744 \r\nL 528.309691 122.455963 \r\nL 528.754911 115.520743 \r\nL 529.200131 112.407016 \r\nL 529.645351 111.628569 \r\nL 530.090571 104.834912 \r\nL 531.426232 100.093466 \r\nL 531.871452 103.136461 \r\nL 532.316672 101.791917 \r\nL 532.761892 75.324901 \r\nL 533.207112 75.183388 \r\nL 534.987993 69.309685 \r\nL 535.433213 60.817627 \r\nL 535.878433 63.719059 \r\nL 536.323654 63.223688 \r\nL 537.659314 57.916138 \r\nL 538.104534 61.100704 \r\nL 538.549754 60.888359 \r\nL 539.440195 42.771937 \r\nL 540.775855 52.113225 \r\nL 541.221075 50.839406 \r\nL 541.666296 61.171436 \r\nL 542.111516 62.445247 \r\nL 542.556736 66.974349 \r\nL 543.892396 66.195909 \r\nL 544.782837 75.041825 \r\nL 545.228057 69.026609 \r\nL 545.673277 69.168172 \r\nL 547.008938 68.248168 \r\nL 547.454158 75.183388 \r\nL 547.899378 66.195909 \r\nL 548.344598 54.094703 \r\nL 548.789818 59.61454 \r\nL 550.125479 50.980976 \r\nL 550.570699 48.999441 \r\nL 551.015919 50.627118 \r\nL 551.906359 47.230258 \r\nL 553.24202 49.141011 \r\nL 553.68724 48.079487 \r\nL 554.13246 54.519342 \r\nL 555.022901 54.377772 \r\nL 556.358561 56.146955 \r\nL 556.803781 51.47634 \r\nL 557.694222 22.03711 \r\nL 558.139442 29.963072 \r\nL 559.475102 25.221668 \r\nL 559.920322 30.246142 \r\nL 560.365543 49.353299 \r\nL 560.810763 43.904243 \r\nL 561.255983 48.22105 \r\nL 563.036864 48.787153 \r\nL 563.482084 49.141011 \r\nL 563.927304 37.393606 \r\nL 564.372524 35.9075 \r\nL 565.708185 35.058327 \r\nL 566.153405 42.842719 \r\nL 566.598625 47.867192 \r\nL 567.043845 41.498126 \r\nL 567.489065 60.888359 \r\nL 568.824726 55.722373 \r\nL 569.715166 49.070223 \r\nL 570.160386 44.611902 \r\nL 570.605606 44.258044 \r\nL 571.941267 54.306991 \r\nL 572.386487 44.541121 \r\nL 572.831707 51.264052 \r\nL 573.276927 54.448561 \r\nL 573.722148 55.014706 \r\nL 575.503028 53.953189 \r\nL 575.948248 51.617853 \r\nL 576.393469 71.220431 \r\nL 576.838689 65.700537 \r\nL 578.174349 63.577553 \r\nL 578.619569 63.789841 \r\nL 579.06479 70.866574 \r\nL 579.51001 69.238904 \r\nL 579.95523 68.31895 \r\nL 581.29089 68.106655 \r\nL 581.736111 72.281899 \r\nL 582.181331 77.872525 \r\nL 582.626551 70.866574 \r\nL 583.071771 77.8018 \r\nL 584.407432 75.74954 \r\nL 584.852652 81.481673 \r\nL 585.297872 91.24755 \r\nL 585.743092 82.684703 \r\nL 586.188312 82.684703 \r\nL 587.523973 72.848052 \r\nL 587.969193 77.589449 \r\nL 588.414413 78.226383 \r\nL 588.859633 85.373897 \r\nL 589.304853 73.20191 \r\nL 590.640514 72.706538 \r\nL 591.085734 74.546453 \r\nL 591.530954 86.789222 \r\nL 591.976174 82.755492 \r\nL 592.421395 86.576935 \r\nL 593.757055 78.226383 \r\nL 594.202275 80.207861 \r\nL 594.647495 91.106036 \r\nL 595.092716 90.964473 \r\nL 596.873596 89.124558 \r\nL 597.318816 92.592143 \r\nL 597.764037 88.841482 \r\nL 598.654477 91.530619 \r\nL 600.435358 95.068986 \r\nL 601.325798 101.508841 \r\nL 601.771018 111.133204 \r\nL 603.106679 109.29324 \r\nL 603.551899 110.07168 \r\nL 603.997119 107.24098 \r\nL 604.887559 97.262815 \r\nL 606.22322 100.58883 \r\nL 606.66844 102.499583 \r\nL 607.11366 111.133204 \r\nL 607.55888 109.930117 \r\nL 608.0041 106.03795 \r\nL 609.339761 101.933431 \r\nL 609.784981 109.364021 \r\nL 610.230201 112.760818 \r\nL 610.675421 110.07168 \r\nL 611.120642 106.533314 \r\nL 612.456302 109.576316 \r\nL 612.901522 103.490319 \r\nL 613.346742 109.15167 \r\nL 614.237183 101.508841 \r\nL 615.572843 96.696662 \r\nL 616.018063 121.394446 \r\nL 616.463284 125.1451 \r\nL 616.908504 123.658993 \r\nL 619.134605 132.221833 \r\nL 619.579825 130.16958 \r\nL 620.025045 132.646479 \r\nL 620.470265 136.68021 \r\nL 621.805926 133.42487 \r\nL 622.251146 134.840245 \r\nL 622.696366 132.292621 \r\nL 623.141586 137.529382 \r\nL 623.586806 145.243049 \r\nL 625.367687 149.4183 \r\nL 625.812907 146.16301 \r\nL 626.258127 146.092229 \r\nL 626.703347 149.701377 \r\nL 628.039008 153.239743 \r\nL 628.929448 147.578336 \r\nL 629.374668 145.809153 \r\nL 629.819889 147.507604 \r\nL 631.155549 147.153746 \r\nL 632.045989 150.055235 \r\nL 632.49121 153.735107 \r\nL 632.93643 151.895143 \r\nL 634.27209 156.848891 \r\nL 634.71731 160.316476 \r\nL 635.162531 153.593601 \r\nL 635.607751 153.735107 \r\nL 637.388631 148.993711 \r\nL 637.833852 140.077013 \r\nL 638.279072 145.243049 \r\nL 638.724292 147.224527 \r\nL 639.169512 144.81841 \r\nL 640.505173 139.440135 \r\nL 640.950393 140.077013 \r\nL 641.395613 141.067749 \r\nL 641.840833 139.793937 \r\nL 642.286053 142.90772 \r\nL 643.621714 144.95998 \r\nL 644.066934 147.507604 \r\nL 644.512154 144.535334 \r\nL 644.957374 149.135224 \r\nL 645.402594 155.716585 \r\nL 646.738255 157.131967 \r\nL 647.183475 152.036713 \r\nL 647.628695 151.116702 \r\nL 648.073915 151.612066 \r\nL 648.519136 152.885885 \r\nL 650.300016 150.975189 \r\nL 650.745236 142.058491 \r\nL 651.190457 147.153746 \r\nL 651.635677 158.051921 \r\nL 652.971337 156.424252 \r\nL 653.416557 153.239743 \r\nL 653.861778 148.639853 \r\nL 654.306998 151.965924 \r\nL 654.752218 150.055235 \r\nL 656.087878 153.38125 \r\nL 656.533099 170.577717 \r\nL 656.978319 177.017565 \r\nL 657.423539 178.008308 \r\nL 657.868759 191.383326 \r\nL 659.64964 215.727308 \r\nL 660.09486 203.484532 \r\nL 660.54008 194.638616 \r\nL 660.9853 202.706091 \r\nL 662.320961 204.192198 \r\nL 662.766181 210.632046 \r\nL 663.211401 206.244458 \r\nL 663.656621 203.272237 \r\nL 664.101841 210.136682 \r\nL 665.882722 192.515631 \r\nL 666.773162 208.509005 \r\nL 667.218383 204.758344 \r\nL 668.554043 207.376756 \r\nL 668.999263 207.09368 \r\nL 669.444483 204.475274 \r\nL 669.889704 206.032163 \r\nL 670.334924 214.028878 \r\nL 671.670584 211.339712 \r\nL 672.115804 212.259695 \r\nL 673.006245 210.561265 \r\nL 673.451465 210.915122 \r\nL 674.787125 211.764323 \r\nL 675.232346 210.915122 \r\nL 675.677566 203.413807 \r\nL 676.122786 207.447537 \r\nL 676.568006 202.423015 \r\nL 677.903667 196.124723 \r\nL 678.348887 197.469323 \r\nL 679.239327 188.977265 \r\nL 679.684547 190.321809 \r\nL 681.020208 188.623407 \r\nL 681.465428 190.038732 \r\nL 681.910648 237.45287 \r\nL 682.355868 242.406562 \r\nL 682.801088 245.520346 \r\nL 684.136749 245.803422 \r\nL 685.027189 247.289529 \r\nL 685.472409 245.449557 \r\nL 685.91763 249.695618 \r\nL 687.25329 251.677096 \r\nL 687.69851 255.498532 \r\nL 688.14373 254.366262 \r\nL 688.588951 252.101707 \r\nL 689.034171 257.196934 \r\nL 690.369831 254.578549 \r\nL 690.815051 251.040183 \r\nL 691.705492 247.501817 \r\nL 692.150712 246.298786 \r\nL 693.486372 248.351018 \r\nL 693.931593 247.006453 \r\nL 694.376813 254.790844 \r\nL 695.267253 262.999883 \r\nL 696.602914 252.738613 \r\nL 697.048134 238.231318 \r\nL 697.493354 231.083804 \r\nL 697.938574 232.711445 \r\nL 698.383794 237.169794 \r\nL 699.719455 235.825229 \r\nL 700.164675 238.231318 \r\nL 700.609895 235.966735 \r\nL 701.500335 238.443613 \r\nL 702.835996 245.874175 \r\nL 703.281216 244.812651 \r\nL 703.726436 249.341788 \r\nL 704.616877 240.071254 \r\nL 705.952537 234.126799 \r\nL 706.397757 240.425084 \r\nL 706.842977 243.821916 \r\nL 707.288198 240.778921 \r\nL 707.733418 242.194267 \r\nL 709.069078 234.905247 \r\nL 709.514298 240.212796 \r\nL 709.959519 235.542152 \r\nL 710.404739 244.883433 \r\nL 710.849959 245.803422 \r\nL 712.185619 240.849702 \r\nL 712.63084 233.843722 \r\nL 713.07606 229.951527 \r\nL 713.52128 231.791463 \r\nL 715.302161 232.357616 \r\nL 715.747381 226.271618 \r\nL 716.192601 225.776254 \r\nL 716.637821 228.46542 \r\nL 718.418702 227.333142 \r\nL 718.863922 217.00112 \r\nL 719.309142 212.542771 \r\nL 719.754362 202.069206 \r\nL 720.199582 212.613524 \r\nL 721.535243 207.801346 \r\nL 721.980463 212.0474 \r\nL 722.425683 224.077852 \r\nL 722.870903 216.010356 \r\nL 723.316124 224.007071 \r\nL 725.097004 219.548722 \r\nL 725.542224 231.72071 \r\nL 726.432665 218.628761 \r\nL 727.768325 213.25043 \r\nL 728.213545 209.358234 \r\nL 728.658766 209.712064 \r\nL 729.103986 207.801346 \r\nL 729.549206 192.657138 \r\nL 730.884866 184.589669 \r\nL 731.775307 193.294072 \r\nL 732.220527 192.232555 \r\nL 732.665747 188.128036 \r\nL 734.001408 188.835695 \r\nL 734.446628 196.549362 \r\nL 734.891848 196.690875 \r\nL 735.337068 200.016947 \r\nL 735.782288 193.930957 \r\nL 737.563169 195.912428 \r\nL 738.008389 194.426321 \r\nL 738.453609 208.509005 \r\nL 738.898829 204.687562 \r\nL 740.23449 197.823181 \r\nL 741.57015 180.768227 \r\nL 742.015371 191.595621 \r\nL 743.351031 192.798708 \r\nL 743.796251 191.949479 \r\nL 744.241471 193.718662 \r\nL 744.686692 194.214033 \r\nL 745.131912 189.684924 \r\nL 746.467572 181.829751 \r\nL 746.912792 180.768227 \r\nL 747.358013 184.377374 \r\nL 747.803233 185.226547 \r\nL 748.248453 186.925005 \r\nL 749.584113 185.580405 \r\nL 750.029334 180.414425 \r\nL 750.474554 181.122084 \r\nL 751.364994 188.481894 \r\nL 752.700655 181.263598 \r\nL 753.145875 181.971257 \r\nL 753.591095 184.872746 \r\nL 754.036315 181.051303 \r\nL 755.817196 180.202074 \r\nL 756.262416 180.839008 \r\nL 756.707636 175.389896 \r\nL 757.152856 177.583718 \r\nL 757.598076 173.54998 \r\nL 758.933737 173.266911 \r\nL 759.378957 176.522201 \r\nL 759.824177 173.691494 \r\nL 760.269397 179.494415 \r\nL 760.714618 180.626713 \r\nL 762.050278 185.297329 \r\nL 762.495498 175.389896 \r\nL 762.940718 172.913046 \r\nL 763.385939 175.389896 \r\nL 765.166819 167.888573 \r\nL 765.612039 168.525507 \r\nL 766.05726 172.488463 \r\nL 766.50248 177.725232 \r\nL 768.28336 170.648499 \r\nL 768.728581 171.851529 \r\nL 769.173801 171.002357 \r\nL 769.619021 174.611448 \r\nL 770.064241 189.04799 \r\nL 771.399902 183.952792 \r\nL 771.845122 188.128036 \r\nL 772.290342 186.783442 \r\nL 772.735562 186.641929 \r\nL 773.180782 179.28212 \r\nL 774.516443 174.328428 \r\nL 774.961663 175.460677 \r\nL 775.406883 192.30328 \r\nL 775.852103 189.18956 \r\nL 776.297323 202.706091 \r\nL 777.632984 195.063255 \r\nL 778.078204 201.573842 \r\nL 778.523424 215.373443 \r\nL 778.968644 172.559245 \r\nL 779.413865 167.888573 \r\nL 780.749525 170.436204 \r\nL 781.194745 165.199436 \r\nL 781.639965 163.500984 \r\nL 782.085186 160.882629 \r\nL 782.530406 161.590288 \r\nL 784.311286 161.377993 \r\nL 784.756507 163.359471 \r\nL 785.201727 160.174963 \r\nL 785.646947 160.741059 \r\nL 786.982607 159.467247 \r\nL 787.427828 159.60881 \r\nL 787.873048 157.839627 \r\nL 788.318268 159.184227 \r\nL 788.763488 158.830369 \r\nL 790.099149 163.147176 \r\nL 790.544369 160.174963 \r\nL 791.434809 157.698064 \r\nL 791.880029 160.174963 \r\nL 793.21569 159.113446 \r\nL 794.55135 152.036713 \r\nL 794.99657 153.027448 \r\nL 796.332231 156.282738 \r\nL 796.777451 156.211957 \r\nL 797.222671 149.489082 \r\nL 797.667891 145.526126 \r\nL 798.113112 147.012232 \r\nL 799.893992 144.676904 \r\nL 800.339212 139.864718 \r\nL 800.784433 141.916978 \r\nL 801.229653 139.723212 \r\nL 802.565313 138.166317 \r\nL 803.010533 143.756942 \r\nL 803.455754 141.280044 \r\nL 803.900974 140.713947 \r\nL 804.346194 140.926242 \r\nL 805.681854 139.723212 \r\nL 806.127075 140.996967 \r\nL 806.572295 140.077013 \r\nL 807.017515 141.987759 \r\nL 807.462735 141.775415 \r\nL 808.798396 140.36009 \r\nL 809.243616 140.501603 \r\nL 809.688836 143.403085 \r\nL 810.134056 143.969237 \r\nL 810.579276 145.879934 \r\nL 811.914937 140.147795 \r\nL 812.360157 144.747685 \r\nL 812.805377 146.092229 \r\nL 813.250597 143.544598 \r\nL 813.695817 140.289308 \r\nL 815.031478 143.261578 \r\nL 815.476698 141.846196 \r\nL 815.921918 138.944764 \r\nL 816.367138 140.006232 \r\nL 816.812358 139.369354 \r\nL 818.148019 143.403085 \r\nL 818.593239 146.446087 \r\nL 819.038459 146.16301 \r\nL 819.483679 136.467865 \r\nL 819.9289 147.012232 \r\nL 821.26456 147.79068 \r\nL 821.70978 152.956667 \r\nL 822.155 151.116702 \r\nL 822.600221 158.264216 \r\nL 823.045441 158.830369 \r\nL 824.381101 156.990397 \r\nL 824.826321 157.627332 \r\nL 825.271542 156.707328 \r\nL 825.716762 146.799945 \r\nL 826.161982 149.206005 \r\nL 827.942863 145.667639 \r\nL 828.388083 152.319782 \r\nL 828.833303 153.947402 \r\nL 829.278523 164.774796 \r\nL 830.614184 153.168962 \r\nL 831.059404 156.565815 \r\nL 831.504624 156.141225 \r\nL 831.949844 149.913665 \r\nL 832.395064 146.587593 \r\nL 833.730725 152.107494 \r\nL 834.175945 152.956667 \r\nL 834.621165 151.399779 \r\nL 835.511605 150.26753 \r\nL 836.847266 155.433509 \r\nL 837.292486 150.409036 \r\nL 837.737706 154.230479 \r\nL 838.182926 161.731801 \r\nL 838.628147 151.895143 \r\nL 839.963807 152.67359 \r\nL 840.409027 154.513555 \r\nL 840.854247 155.079708 \r\nL 841.299468 171.426939 \r\nL 841.744688 176.097611 \r\nL 843.080348 181.192816 \r\nL 843.525568 185.368117 \r\nL 843.970789 184.872746 \r\nL 844.416009 179.423633 \r\nL 844.861229 177.866794 \r\nL 846.196889 179.494415 \r\nL 846.64211 174.894524 \r\nL 847.08733 174.753018 \r\nL 847.53255 175.885267 \r\nL 847.97777 178.645242 \r\nL 849.313431 172.629977 \r\nL 849.758651 171.426939 \r\nL 850.649091 168.100868 \r\nL 851.094311 166.968619 \r\nL 852.429972 166.756324 \r\nL 852.875192 171.851529 \r\nL 853.765632 169.51625 \r\nL 854.210852 172.842265 \r\nL 855.546513 168.454726 \r\nL 855.991733 168.383944 \r\nL 856.436953 159.113446 \r\nL 856.882173 157.061186 \r\nL 857.327394 158.193435 \r\nL 858.663054 163.430253 \r\nL 859.108274 156.848891 \r\nL 859.553494 157.061186 \r\nL 859.998715 172.629977 \r\nL 860.443935 177.22986 \r\nL 861.779595 171.356158 \r\nL 862.670036 161.024135 \r\nL 863.560476 158.193435 \r\nL 864.896136 158.476511 \r\nL 865.341357 157.202692 \r\nL 865.786577 163.854842 \r\nL 866.677017 160.670334 \r\nL 868.012678 167.322427 \r\nL 868.457898 164.350207 \r\nL 868.903118 162.651812 \r\nL 869.793558 166.331685 \r\nL 871.129219 155.079708 \r\nL 871.574439 154.159697 \r\nL 872.019659 157.415044 \r\nL 872.464879 159.254952 \r\nL 872.910099 159.962618 \r\nL 874.69098 154.018184 \r\nL 875.1362 158.122703 \r\nL 875.58142 169.799326 \r\nL 876.026641 170.153127 \r\nL 877.807521 169.020879 \r\nL 878.252741 171.780797 \r\nL 878.697962 172.134606 \r\nL 879.143182 173.125341 \r\nL 879.143182 173.125341 \r\n\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n   </g>\r\n   <g id=\"line2d_16\">\r\n    <path clip-path=\"url(#pa1e6020d26)\" d=\"M 79.972983 235.998595 \r\nL 80.863423 234.554943 \r\nL 81.308643 233.631429 \r\nL 82.644304 232.612379 \r\nL 84.425185 229.056322 \r\nL 85.760845 228.260189 \r\nL 86.651285 226.802381 \r\nL 87.541726 225.776255 \r\nL 89.322606 226.073477 \r\nL 90.658267 228.868787 \r\nL 91.993927 229.66492 \r\nL 92.884368 231.310259 \r\nL 93.774808 233.535892 \r\nL 95.110469 234.466481 \r\nL 95.555689 235.496146 \r\nL 96.891349 237.463476 \r\nL 98.22701 237.895157 \r\nL 99.56267 238.765594 \r\nL 100.00789 239.190199 \r\nL 101.343551 239.805874 \r\nL 101.788771 239.618341 \r\nL 103.124432 237.484705 \r\nL 104.460092 236.515192 \r\nL 106.240973 233.521734 \r\nL 107.576633 232.828214 \r\nL 108.021853 232.233769 \r\nL 108.467074 232.092235 \r\nL 108.912294 231.773783 \r\nL 110.693174 231.756091 \r\nL 111.138395 232.021469 \r\nL 112.474055 233.295282 \r\nL 113.809716 233.387279 \r\nL 115.145376 232.049777 \r\nL 115.590596 231.412871 \r\nL 116.926257 231.841013 \r\nL 118.261917 235.167077 \r\nL 118.707137 235.800445 \r\nL 120.042798 236.610731 \r\nL 120.933238 238.001311 \r\nL 121.378458 238.450682 \r\nL 121.823679 239.147739 \r\nL 123.159339 239.480346 \r\nL 124.495 240.400322 \r\nL 124.94022 240.524165 \r\nL 126.27588 241.058459 \r\nL 127.166321 242.96564 \r\nL 128.056761 242.997486 \r\nL 129.392421 241.759057 \r\nL 130.728082 234.93001 \r\nL 131.173302 232.707916 \r\nL 132.954183 230.312442 \r\nL 134.289843 223.327705 \r\nL 135.625504 220.748237 \r\nL 136.961164 213.660887 \r\nL 137.406384 210.465742 \r\nL 138.742045 207.596126 \r\nL 140.077705 198.817439 \r\nL 140.522925 196.66965 \r\nL 141.858586 194.656319 \r\nL 142.749026 191.273643 \r\nL 143.194246 190.169674 \r\nL 143.639467 189.380617 \r\nL 144.975127 188.365106 \r\nL 146.310788 185.346879 \r\nL 146.756008 183.871381 \r\nL 148.091668 182.68249 \r\nL 148.536888 180.824848 \r\nL 149.427329 179.002589 \r\nL 149.872549 177.060026 \r\nL 151.208209 175.807444 \r\nL 152.54387 170.72635 \r\nL 152.98909 168.762555 \r\nL 154.324751 166.911988 \r\nL 155.215191 163.366547 \r\nL 155.660411 162.301498 \r\nL 156.105631 160.69154 \r\nL 157.441292 159.081585 \r\nL 158.776952 154.644474 \r\nL 159.222172 152.443612 \r\nL 160.557833 150.58243 \r\nL 161.003053 148.78494 \r\nL 162.338714 145.589793 \r\nL 163.674374 144.698125 \r\nL 165.010035 142.762641 \r\nL 165.455255 142.585723 \r\nL 166.790915 142.437112 \r\nL 167.236135 142.115119 \r\nL 167.681356 141.548981 \r\nL 168.126576 141.329601 \r\nL 168.571796 141.421599 \r\nL 169.907456 141.262371 \r\nL 170.352677 141.513595 \r\nL 170.797897 141.623286 \r\nL 171.688337 143.222626 \r\nL 173.023998 144.100142 \r\nL 173.469218 144.814891 \r\nL 173.914438 145.115654 \r\nL 174.804878 146.442544 \r\nL 177.030979 146.870684 \r\nL 177.476199 146.693765 \r\nL 179.25708 146.764531 \r\nL 179.7023 146.531001 \r\nL 180.14752 146.509771 \r\nL 180.59274 146.265623 \r\nL 181.037961 145.434108 \r\nL 182.373621 144.726434 \r\nL 182.818841 144.142606 \r\nL 184.154502 141.025303 \r\nL 185.490162 140.094714 \r\nL 186.825823 138.413988 \r\nL 187.271043 137.86554 \r\nL 189.497144 137.037563 \r\nL 189.942364 137.069408 \r\nL 190.387584 136.605883 \r\nL 191.723245 135.990208 \r\nL 192.168465 135.9619 \r\nL 192.613685 135.484222 \r\nL 193.058905 135.530219 \r\nL 193.504125 135.066694 \r\nL 194.839786 133.948569 \r\nL 195.730226 131.960006 \r\nL 196.175446 131.319562 \r\nL 196.620666 130.905571 \r\nL 198.401547 130.40666 \r\nL 198.846767 130.183744 \r\nL 199.737208 129.246079 \r\nL 201.963308 128.902859 \r\nL 202.408529 129.009011 \r\nL 202.853749 129.514998 \r\nL 204.189409 130.07406 \r\nL 204.634629 130.558815 \r\nL 205.97029 133.003824 \r\nL 207.30595 133.89903 \r\nL 207.751171 135.314377 \r\nL 208.196391 137.380784 \r\nL 209.086831 143.463237 \r\nL 210.422492 146.131166 \r\nL 211.312932 150.865502 \r\nL 212.203372 152.478999 \r\nL 213.539033 154.216335 \r\nL 214.429473 157.885622 \r\nL 214.874693 159.368196 \r\nL 215.319913 159.874183 \r\nL 216.655574 160.380169 \r\nL 217.100794 160.741081 \r\nL 217.991234 162.02551 \r\nL 218.436455 162.09274 \r\nL 219.772115 162.149352 \r\nL 220.217335 162.711954 \r\nL 221.107776 164.530672 \r\nL 221.552996 164.520057 \r\nL 223.333876 163.936226 \r\nL 223.779097 164.106069 \r\nL 224.224317 164.067146 \r\nL 224.669537 164.615591 \r\nL 226.005197 165.089734 \r\nL 226.895638 165.624028 \r\nL 227.340858 166.462619 \r\nL 227.786078 167.601974 \r\nL 230.012179 169.686069 \r\nL 230.902619 171.777245 \r\nL 232.23828 172.905981 \r\nL 233.12872 175.481915 \r\nL 233.57394 176.377121 \r\nL 235.354821 176.74865 \r\nL 236.245261 176.663728 \r\nL 236.690481 176.893722 \r\nL 237.135702 176.653113 \r\nL 238.916582 176.447887 \r\nL 239.361802 176.150666 \r\nL 240.252243 175.361609 \r\nL 241.587903 174.95116 \r\nL 242.033123 174.144413 \r\nL 242.478344 173.606583 \r\nL 242.923564 173.355359 \r\nL 243.368784 172.757377 \r\nL 244.704444 172.55569 \r\nL 246.040105 169.813456 \r\nL 246.485325 168.709485 \r\nL 247.820986 167.729356 \r\nL 248.711426 165.779718 \r\nL 249.156646 165.210041 \r\nL 249.601866 165.050812 \r\nL 251.827967 165.337419 \r\nL 252.718407 164.849123 \r\nL 254.054068 164.339597 \r\nL 254.944508 163.090551 \r\nL 255.389728 162.7261 \r\nL 255.834949 162.092732 \r\nL 257.170609 161.112603 \r\nL 257.615829 159.66541 \r\nL 258.50627 158.030684 \r\nL 258.95149 157.393779 \r\nL 260.28715 156.863024 \r\nL 261.622811 154.640931 \r\nL 262.068031 154.046485 \r\nL 263.403691 153.002668 \r\nL 265.184572 147.971116 \r\nL 266.520233 146.410698 \r\nL 267.855893 142.578649 \r\nL 269.636774 141.272992 \r\nL 271.417654 137.40556 \r\nL 272.753315 135.898215 \r\nL 273.198535 134.079494 \r\nL 274.088975 131.280645 \r\nL 274.534196 129.391159 \r\nL 275.869856 127.278754 \r\nL 276.760296 122.859332 \r\nL 277.650737 119.558033 \r\nL 278.986397 118.252375 \r\nL 279.876838 115.5986 \r\nL 280.767278 112.739599 \r\nL 282.102938 111.692243 \r\nL 282.993379 110.361817 \r\nL 283.883819 108.550172 \r\nL 285.6647 107.75404 \r\nL 286.55514 107.226824 \r\nL 287.00036 107.110057 \r\nL 288.781241 107.064059 \r\nL 289.671681 106.112241 \r\nL 290.116901 106.260851 \r\nL 291.452562 106.462538 \r\nL 291.897782 107.064059 \r\nL 292.343002 107.417896 \r\nL 293.233443 108.850935 \r\nL 295.014323 109.22954 \r\nL 295.459543 109.756756 \r\nL 295.904764 110.616579 \r\nL 296.349984 111.897469 \r\nL 297.685644 113.157127 \r\nL 299.466525 117.105945 \r\nL 300.802185 118.216992 \r\nL 301.692626 120.761078 \r\nL 302.583066 123.765151 \r\nL 303.918727 124.798356 \r\nL 304.363947 125.389263 \r\nL 304.809167 126.426004 \r\nL 305.254387 127.841351 \r\nL 305.699607 128.83917 \r\nL 307.035268 129.939602 \r\nL 307.480488 130.983419 \r\nL 307.925708 131.4151 \r\nL 310.151809 132.059083 \r\nL 310.597029 132.494303 \r\nL 311.042249 132.667682 \r\nL 311.93269 132.816293 \r\nL 313.26835 132.681836 \r\nL 314.15879 131.691095 \r\nL 315.049231 129.773301 \r\nL 316.384891 129.009015 \r\nL 316.830111 128.152728 \r\nL 317.275332 127.632591 \r\nL 317.720552 126.613542 \r\nL 318.165772 124.826666 \r\nL 319.501432 123.283938 \r\nL 320.391873 120.378937 \r\nL 321.282313 118.347915 \r\nL 322.617974 117.109487 \r\nL 324.398854 112.322075 \r\nL 326.624955 111.083644 \r\nL 327.070175 111.218101 \r\nL 327.515395 111.4764 \r\nL 328.851056 111.458707 \r\nL 329.741496 111.922232 \r\nL 330.186716 112.958971 \r\nL 330.631937 114.363702 \r\nL 331.967597 115.881662 \r\nL 332.858037 119.420028 \r\nL 333.748478 122.643481 \r\nL 335.084138 124.39851 \r\nL 336.419799 130.194355 \r\nL 336.865019 132.235992 \r\nL 338.6459 134.390856 \r\nL 339.98156 139.457799 \r\nL 341.317221 140.657306 \r\nL 342.207661 142.755557 \r\nL 342.652881 143.63661 \r\nL 343.098101 143.654303 \r\nL 344.433762 143.417233 \r\nL 344.878982 142.861709 \r\nL 345.769422 140.791768 \r\nL 346.214642 139.953174 \r\nL 347.550303 138.898742 \r\nL 347.995523 137.936306 \r\nL 348.885963 136.510342 \r\nL 349.331184 135.827437 \r\nL 350.666844 135.480679 \r\nL 351.557284 134.872082 \r\nL 352.447725 134.624392 \r\nL 353.783385 135.204684 \r\nL 354.673826 135.951279 \r\nL 355.119046 135.639904 \r\nL 355.564266 135.477139 \r\nL 356.899926 135.512523 \r\nL 358.235587 136.230811 \r\nL 358.680807 136.273272 \r\nL 360.016468 136.722643 \r\nL 360.461688 136.520956 \r\nL 360.906908 136.078661 \r\nL 361.797348 134.833157 \r\nL 363.133009 133.707956 \r\nL 364.913889 128.570249 \r\nL 366.24955 126.638301 \r\nL 367.58521 122.250727 \r\nL 368.030431 121.13968 \r\nL 369.366091 119.607567 \r\nL 370.256531 116.904255 \r\nL 371.146972 114.494626 \r\nL 372.482632 113.054511 \r\nL 374.263513 108.773088 \r\nL 375.599173 107.608965 \r\nL 376.489614 104.905654 \r\nL 377.380054 103.398309 \r\nL 378.715715 101.968809 \r\nL 379.160935 100.595923 \r\nL 379.606155 99.60518 \r\nL 380.051375 99.15227 \r\nL 380.496595 98.292447 \r\nL 381.832256 97.588312 \r\nL 383.167916 97.570622 \r\nL 383.613136 97.924459 \r\nL 384.948797 98.448138 \r\nL 385.394017 99.145197 \r\nL 386.284457 100.196092 \r\nL 386.729678 100.702079 \r\nL 388.065338 101.38852 \r\nL 388.510558 102.244804 \r\nL 389.400999 103.055091 \r\nL 389.846219 103.925528 \r\nL 391.181879 104.767661 \r\nL 391.627099 105.623946 \r\nL 392.96276 106.993291 \r\nL 394.29842 107.428511 \r\nL 394.743641 107.95573 \r\nL 395.188861 108.705862 \r\nL 396.079301 109.427689 \r\nL 397.860182 109.827526 \r\nL 398.305402 109.855831 \r\nL 398.750622 110.02921 \r\nL 399.195842 110.648424 \r\nL 400.976723 111.143796 \r\nL 401.421943 111.879777 \r\nL 402.312383 114.179718 \r\nL 403.648044 115.679984 \r\nL 404.983704 120.021561 \r\nL 405.428925 121.518292 \r\nL 406.764585 123.637772 \r\nL 408.100246 129.323924 \r\nL 408.545466 130.859574 \r\nL 409.881126 132.373994 \r\nL 411.216787 135.201148 \r\nL 411.662007 135.54437 \r\nL 413.442888 135.84867 \r\nL 413.888108 136.198967 \r\nL 414.778548 137.497547 \r\nL 416.114209 137.876152 \r\nL 416.559429 138.159223 \r\nL 417.004649 138.1203 \r\nL 417.449869 137.957536 \r\nL 417.895089 137.975228 \r\nL 419.23075 138.173376 \r\nL 420.12119 136.56696 \r\nL 421.01163 135.232997 \r\nL 422.347291 134.992388 \r\nL 422.792511 134.581939 \r\nL 423.237731 134.32364 \r\nL 423.682951 134.334255 \r\nL 424.128172 134.716399 \r\nL 426.354272 135.473612 \r\nL 426.799493 134.815476 \r\nL 427.244713 133.761044 \r\nL 428.580373 132.55446 \r\nL 429.025593 131.308953 \r\nL 430.361254 129.773299 \r\nL 431.696914 128.955937 \r\nL 432.142135 128.375645 \r\nL 433.477795 125.654643 \r\nL 434.813456 124.635594 \r\nL 435.703896 122.618724 \r\nL 436.594336 121.139687 \r\nL 437.929997 120.184329 \r\nL 438.375217 119.437734 \r\nL 439.265657 117.626086 \r\nL 441.046538 117.095331 \r\nL 441.936978 116.398275 \r\nL 442.827419 114.78478 \r\nL 444.163079 113.457893 \r\nL 445.053519 111.271183 \r\nL 445.49874 110.379515 \r\nL 445.94396 109.792145 \r\nL 447.72484 109.08093 \r\nL 448.170061 109.158775 \r\nL 448.615281 108.904012 \r\nL 449.060501 108.08665 \r\nL 450.396161 107.148982 \r\nL 451.286602 105.868093 \r\nL 453.512703 106.58638 \r\nL 454.403143 108.090183 \r\nL 455.293583 110.188435 \r\nL 457.074464 111.663936 \r\nL 457.964904 114.448629 \r\nL 458.410124 115.48537 \r\nL 459.745785 116.320425 \r\nL 460.191005 116.996254 \r\nL 462.862326 118.832667 \r\nL 463.752766 120.782305 \r\nL 464.197987 121.847351 \r\nL 464.643207 122.395799 \r\nL 465.978867 122.986708 \r\nL 466.424087 123.559925 \r\nL 467.314528 123.482083 \r\nL 467.759748 123.37947 \r\nL 469.095408 123.315779 \r\nL 469.985849 123.149473 \r\nL 470.876289 124.034065 \r\nL 472.21195 124.632049 \r\nL 473.54761 126.22785 \r\nL 475.773711 126.758605 \r\nL 476.664151 126.231392 \r\nL 477.109371 125.845711 \r\nL 478.445032 125.396337 \r\nL 479.780692 123.881914 \r\nL 480.225913 123.450235 \r\nL 481.561573 123.064555 \r\nL 483.342454 121.769517 \r\nL 485.123334 121.507676 \r\nL 485.568555 121.684595 \r\nL 486.458995 123.1884 \r\nL 487.794655 124.083607 \r\nL 489.130316 127.420289 \r\nL 489.575536 128.181039 \r\nL 490.911197 128.955942 \r\nL 492.692077 132.798605 \r\nL 494.027738 133.605352 \r\nL 494.918178 134.946394 \r\nL 495.363398 135.229461 \r\nL 495.808618 135.314381 \r\nL 497.589499 135.293152 \r\nL 498.034719 134.914547 \r\nL 498.92516 133.400126 \r\nL 500.70604 132.618148 \r\nL 502.041701 129.578687 \r\nL 503.377361 128.92055 \r\nL 504.713022 126.535692 \r\nL 505.158242 126.047399 \r\nL 506.493902 125.371572 \r\nL 507.384343 124.242832 \r\nL 508.274783 123.34055 \r\nL 510.055664 123.167174 \r\nL 510.500884 122.615187 \r\nL 512.726985 122.105661 \r\nL 513.172205 121.850898 \r\nL 513.617425 121.811976 \r\nL 514.507865 121.99597 \r\nL 516.288746 121.507674 \r\nL 517.179186 120.272784 \r\nL 517.624407 119.381114 \r\nL 518.960067 118.7619 \r\nL 519.405287 118.17453 \r\nL 519.850507 118.542521 \r\nL 520.740948 120.361241 \r\nL 522.076608 120.775229 \r\nL 522.521828 120.626618 \r\nL 522.967049 120.998148 \r\nL 525.193149 120.810618 \r\nL 525.63837 120.85308 \r\nL 526.52881 120.679703 \r\nL 526.97403 121.051233 \r\nL 529.200131 121.635063 \r\nL 529.645351 121.652756 \r\nL 530.090571 121.482916 \r\nL 531.426232 120.817702 \r\nL 531.871452 120.45325 \r\nL 532.316672 119.037904 \r\nL 533.207112 112.67592 \r\nL 534.542773 109.693077 \r\nL 535.878433 100.825929 \r\nL 536.323654 97.899698 \r\nL 537.659314 94.782395 \r\nL 538.549754 88.699942 \r\nL 539.440195 84.775893 \r\nL 540.775855 81.255217 \r\nL 541.666296 74.956923 \r\nL 542.556736 70.226124 \r\nL 543.892396 68.294174 \r\nL 545.228057 63.793371 \r\nL 545.673277 63.485535 \r\nL 547.008938 63.138774 \r\nL 547.454158 63.354614 \r\nL 547.899378 63.198926 \r\nL 548.789818 62.657553 \r\nL 550.125479 62.045418 \r\nL 551.906359 60.392999 \r\nL 553.24202 60.711452 \r\nL 553.68724 60.509765 \r\nL 554.13246 60.693762 \r\nL 555.022901 60.354079 \r\nL 556.358561 60.039164 \r\nL 556.803781 59.264264 \r\nL 557.249001 57.718 \r\nL 558.139442 53.01905 \r\nL 559.475102 50.828803 \r\nL 559.920322 48.882701 \r\nL 560.365543 47.937958 \r\nL 560.810763 46.374 \r\nL 561.255983 45.475257 \r\nL 563.036864 45.20988 \r\nL 563.927304 44.006835 \r\nL 564.372524 43.352238 \r\nL 566.153405 42.354422 \r\nL 566.598625 42.290731 \r\nL 567.043845 41.961662 \r\nL 567.489065 42.280113 \r\nL 568.824726 42.347343 \r\nL 569.715166 42.035966 \r\nL 570.160386 42.50303 \r\nL 570.605606 43.614076 \r\nL 571.941267 44.831272 \r\nL 572.831707 46.84814 \r\nL 573.276927 47.102904 \r\nL 573.722148 47.658427 \r\nL 575.948248 48.086569 \r\nL 576.393469 49.19054 \r\nL 576.838689 50.605886 \r\nL 578.174349 51.989389 \r\nL 579.06479 54.827157 \r\nL 579.95523 57.236784 \r\nL 581.29089 57.597699 \r\nL 581.736111 58.425675 \r\nL 583.071771 62.452338 \r\nL 584.407432 64.026913 \r\nL 584.852652 65.385647 \r\nL 585.297872 67.720968 \r\nL 586.188312 70.703808 \r\nL 587.523973 71.595475 \r\nL 588.414413 74.107715 \r\nL 588.859633 74.815388 \r\nL 589.304853 75.190457 \r\nL 590.640514 75.646906 \r\nL 591.085734 76.184737 \r\nL 592.421395 78.569598 \r\nL 593.757055 79.075584 \r\nL 594.202275 79.471882 \r\nL 594.647495 80.133558 \r\nL 595.092716 81.138453 \r\nL 596.873596 81.704591 \r\nL 597.318816 82.546721 \r\nL 597.764037 82.914711 \r\nL 598.209257 82.861638 \r\nL 598.654477 83.303934 \r\nL 599.990137 83.873611 \r\nL 601.771018 88.455797 \r\nL 603.106679 90.260364 \r\nL 603.997119 93.763347 \r\nL 604.887559 95.245924 \r\nL 606.22322 95.946518 \r\nL 606.66844 97.160179 \r\nL 607.11366 98.706446 \r\nL 608.0041 100.401324 \r\nL 609.339761 101.041767 \r\nL 609.784981 101.880361 \r\nL 610.675421 104.070608 \r\nL 611.120642 104.820742 \r\nL 612.456302 105.595646 \r\nL 613.791963 106.759766 \r\nL 614.237183 106.278548 \r\nL 615.572843 105.648719 \r\nL 616.018063 106.214857 \r\nL 616.908504 108.196342 \r\nL 617.353724 109.60461 \r\nL 619.134605 111.18626 \r\nL 620.470265 114.982928 \r\nL 621.805926 116.352274 \r\nL 622.251146 117.997615 \r\nL 623.141586 120.382473 \r\nL 623.586806 122.141041 \r\nL 624.922467 124.235754 \r\nL 626.703347 132.434148 \r\nL 628.039008 135.020693 \r\nL 628.484228 137.699237 \r\nL 629.374668 140.041634 \r\nL 629.819889 141.234064 \r\nL 631.155549 142.320343 \r\nL 632.045989 144.139066 \r\nL 632.49121 145.193497 \r\nL 632.93643 145.954244 \r\nL 634.27209 147.125445 \r\nL 635.162531 149.464305 \r\nL 635.607751 150.274591 \r\nL 637.388631 150.462125 \r\nL 637.833852 150.044597 \r\nL 638.279072 149.835835 \r\nL 638.724292 149.888911 \r\nL 639.169512 149.82522 \r\nL 640.505173 149.312158 \r\nL 641.395613 148.194032 \r\nL 641.840833 147.804812 \r\nL 642.286053 147.65974 \r\nL 645.402594 147.39436 \r\nL 646.738255 147.656202 \r\nL 647.183475 147.415593 \r\nL 647.628695 146.955604 \r\nL 648.519136 146.814066 \r\nL 649.854796 146.937909 \r\nL 650.300016 147.482818 \r\nL 650.745236 147.32359 \r\nL 651.190457 147.320051 \r\nL 651.635677 147.981726 \r\nL 652.971337 148.830932 \r\nL 653.416557 149.489068 \r\nL 653.861778 149.867674 \r\nL 654.306998 150.476273 \r\nL 654.752218 150.833649 \r\nL 656.087878 151.254712 \r\nL 656.533099 152.408218 \r\nL 657.868759 157.259321 \r\nL 659.20442 159.888325 \r\nL 660.09486 165.691247 \r\nL 660.9853 170.333584 \r\nL 662.320961 172.969666 \r\nL 664.101841 184.57197 \r\nL 665.882722 186.376539 \r\nL 666.773162 191.779623 \r\nL 667.218383 194.419244 \r\nL 668.554043 197.28532 \r\nL 668.999263 199.970942 \r\nL 670.334924 204.917578 \r\nL 671.670584 205.915397 \r\nL 672.115804 206.042779 \r\nL 672.561025 205.823399 \r\nL 673.006245 206.177236 \r\nL 673.451465 206.991061 \r\nL 674.787125 207.443973 \r\nL 675.232346 207.780119 \r\nL 675.677566 207.419207 \r\nL 676.568006 207.4369 \r\nL 677.903667 206.736302 \r\nL 678.348887 206.983986 \r\nL 678.794107 206.54523 \r\nL 679.684547 204.846816 \r\nL 681.020208 203.909148 \r\nL 681.465428 203.056401 \r\nL 682.801088 208.098574 \r\nL 684.136749 209.82176 \r\nL 685.91763 217.015259 \r\nL 687.25329 219.010898 \r\nL 688.588951 226.0204 \r\nL 689.034171 228.759096 \r\nL 690.369831 231.681787 \r\nL 692.150712 242.912562 \r\nL 693.486372 245.898942 \r\nL 693.931593 248.747328 \r\nL 695.267253 251.330336 \r\nL 696.602914 251.677095 \r\nL 697.048134 251.263107 \r\nL 697.938574 249.815915 \r\nL 698.383794 249.189624 \r\nL 699.719455 248.39703 \r\nL 700.609895 246.613693 \r\nL 701.500335 245.930789 \r\nL 702.835996 245.364651 \r\nL 703.281216 244.876356 \r\nL 703.726436 244.791436 \r\nL 704.171656 244.554365 \r\nL 704.616877 244.182837 \r\nL 705.952537 243.574237 \r\nL 706.397757 243.177941 \r\nL 706.842977 243.018714 \r\nL 707.733418 241.465371 \r\nL 709.514298 239.434349 \r\nL 709.959519 239.299891 \r\nL 710.849959 240.644471 \r\nL 712.185619 240.828466 \r\nL 712.63084 240.729391 \r\nL 713.07606 240.315401 \r\nL 713.52128 240.106638 \r\nL 715.302161 239.802338 \r\nL 716.637821 236.826572 \r\nL 718.418702 235.970288 \r\nL 719.309142 233.73758 \r\nL 720.199582 230.259366 \r\nL 721.535243 228.610487 \r\nL 721.980463 227.103144 \r\nL 722.425683 226.561774 \r\nL 722.870903 225.351652 \r\nL 723.316124 224.774898 \r\nL 725.097004 223.508163 \r\nL 726.432665 221.218839 \r\nL 727.768325 220.383784 \r\nL 729.103986 217.206331 \r\nL 729.549206 215.550376 \r\nL 730.884866 213.356588 \r\nL 731.330087 211.44587 \r\nL 732.220527 209.245006 \r\nL 732.665747 208.547948 \r\nL 734.001408 207.359056 \r\nL 734.446628 206.796457 \r\nL 734.891848 206.028631 \r\nL 735.782288 203.721616 \r\nL 737.563169 202.316884 \r\nL 738.453609 199.900178 \r\nL 738.898829 198.916511 \r\nL 740.23449 197.876232 \r\nL 741.12493 195.700135 \r\nL 741.57015 194.252943 \r\nL 742.015371 193.442657 \r\nL 743.351031 193.449736 \r\nL 744.241471 194.047721 \r\nL 744.686692 194.093719 \r\nL 746.467572 193.651423 \r\nL 746.912792 193.248049 \r\nL 748.248453 191.411637 \r\nL 749.584113 190.994109 \r\nL 750.474554 189.553997 \r\nL 750.919774 188.375723 \r\nL 751.364994 187.56544 \r\nL 752.700655 186.737461 \r\nL 753.145875 186.245628 \r\nL 753.591095 186.125325 \r\nL 754.036315 186.139478 \r\nL 755.817196 185.569801 \r\nL 756.262416 184.971816 \r\nL 757.598076 182.303887 \r\nL 760.714618 180.389633 \r\nL 762.050278 180.308249 \r\nL 762.940718 179.423654 \r\nL 763.385939 179.137045 \r\nL 763.831159 178.567368 \r\nL 765.166819 177.537702 \r\nL 766.05726 176.426657 \r\nL 766.9477 175.814519 \r\nL 768.28336 175.33684 \r\nL 768.728581 174.887466 \r\nL 769.619021 174.519476 \r\nL 770.064241 175.294376 \r\nL 771.399902 175.82867 \r\nL 772.735562 177.420935 \r\nL 773.180782 177.353706 \r\nL 774.516443 176.805261 \r\nL 774.961663 176.8088 \r\nL 775.406883 177.778311 \r\nL 775.852103 178.468294 \r\nL 776.297323 179.9261 \r\nL 777.632984 181.284834 \r\nL 778.078204 182.937251 \r\nL 778.523424 185.0815 \r\nL 778.968644 184.823201 \r\nL 779.413865 184.419827 \r\nL 780.749525 184.409212 \r\nL 781.639965 183.701539 \r\nL 782.085186 183.015098 \r\nL 782.530406 181.642213 \r\nL 784.311286 180.513473 \r\nL 785.646947 176.649577 \r\nL 786.982607 175.658833 \r\nL 787.873048 174.0418 \r\nL 788.763488 170.867888 \r\nL 790.099149 168.889942 \r\nL 790.989589 165.015429 \r\nL 791.434809 162.13166 \r\nL 791.880029 161.512446 \r\nL 793.21569 161.07369 \r\nL 794.10613 159.845876 \r\nL 794.99657 158.879903 \r\nL 796.332231 158.614526 \r\nL 796.777451 158.356224 \r\nL 798.113112 156.243822 \r\nL 799.893992 155.504304 \r\nL 801.229653 152.747917 \r\nL 802.565313 151.714714 \r\nL 804.346194 148.048969 \r\nL 805.681854 147.026381 \r\nL 806.572295 145.296117 \r\nL 807.462735 144.156763 \r\nL 808.798396 143.523395 \r\nL 809.688836 142.093894 \r\nL 810.134056 141.817902 \r\nL 810.579276 141.835593 \r\nL 811.914937 141.492371 \r\nL 812.360157 141.49591 \r\nL 812.805377 141.807285 \r\nL 815.031478 142.171734 \r\nL 816.812358 141.846203 \r\nL 818.148019 142.030196 \r\nL 819.038459 142.606952 \r\nL 819.483679 142.330957 \r\nL 819.9289 142.592798 \r\nL 821.26456 142.964328 \r\nL 821.70978 143.587081 \r\nL 822.155 143.972762 \r\nL 823.045441 145.335033 \r\nL 824.381101 146.177163 \r\nL 825.271542 147.3519 \r\nL 825.716762 147.514667 \r\nL 826.161982 147.960502 \r\nL 827.942863 148.080805 \r\nL 828.388083 148.604485 \r\nL 828.833303 149.354617 \r\nL 829.278523 150.593045 \r\nL 830.614184 151.283025 \r\nL 831.504624 152.425919 \r\nL 831.949844 152.613451 \r\nL 832.395064 153.119438 \r\nL 833.730725 153.374201 \r\nL 834.175945 153.6325 \r\nL 835.066385 153.540504 \r\nL 835.511605 153.14067 \r\nL 836.847266 152.970827 \r\nL 837.292486 152.641759 \r\nL 837.737706 152.471916 \r\nL 838.628147 152.9779 \r\nL 839.963807 153.151279 \r\nL 840.409027 153.593575 \r\nL 840.854247 153.731571 \r\nL 841.299468 154.605548 \r\nL 841.744688 155.171689 \r\nL 843.080348 156.572881 \r\nL 844.861229 162.489031 \r\nL 846.196889 163.858377 \r\nL 847.53255 167.375512 \r\nL 847.97777 168.794397 \r\nL 849.313431 169.654221 \r\nL 850.203871 171.483558 \r\nL 850.649091 171.802011 \r\nL 851.094311 172.555685 \r\nL 852.429972 173.259822 \r\nL 853.320412 174.912238 \r\nL 854.210852 174.653937 \r\nL 855.546513 174.017032 \r\nL 855.991733 173.167823 \r\nL 856.882173 170.761736 \r\nL 857.327394 169.778068 \r\nL 858.663054 168.97486 \r\nL 859.553494 167.187987 \r\nL 860.443935 166.954453 \r\nL 861.779595 166.890762 \r\nL 862.224815 166.621846 \r\nL 862.670036 166.183086 \r\nL 863.560476 165.687714 \r\nL 864.896136 165.263109 \r\nL 866.677017 163.511616 \r\nL 868.457898 163.030398 \r\nL 868.903118 162.743792 \r\nL 869.348338 163.012708 \r\nL 869.793558 163.476233 \r\nL 871.129219 163.320547 \r\nL 871.574439 162.857019 \r\nL 872.464879 162.995015 \r\nL 872.910099 162.361647 \r\nL 874.24576 161.285983 \r\nL 874.69098 160.419085 \r\nL 875.1362 160.022789 \r\nL 875.58142 160.461549 \r\nL 876.026641 161.059534 \r\nL 877.807521 161.586752 \r\nL 878.252741 162.315657 \r\nL 879.143182 163.27809 \r\nL 879.143182 163.27809 \r\n\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;stroke-width:1.5;\"/>\r\n   </g>\r\n   <g id=\"line2d_17\">\r\n    <path clip-path=\"url(#pa1e6020d26)\" d=\"M 79.972983 223.781702 \r\nL 80.418203 221.661207 \r\nL 81.308643 218.796034 \r\nL 83.089524 217.949852 \r\nL 83.534744 218.221402 \r\nL 83.979964 218.095427 \r\nL 86.206065 219.061661 \r\nL 86.651285 219.909116 \r\nL 87.096506 219.963393 \r\nL 87.541726 219.198958 \r\nL 89.322606 218.075552 \r\nL 89.767827 214.549775 \r\nL 90.213047 212.468279 \r\nL 90.658267 211.27816 \r\nL 92.439148 209.689754 \r\nL 92.884368 209.664267 \r\nL 93.774808 211.129975 \r\nL 95.110469 212.306017 \r\nL 96.446129 215.634472 \r\nL 96.891349 217.203567 \r\nL 98.22701 218.472834 \r\nL 98.67223 219.383255 \r\nL 99.11745 220.941774 \r\nL 99.56267 221.655913 \r\nL 100.00789 223.327978 \r\nL 101.343551 226.276796 \r\nL 102.233991 225.432757 \r\nL 103.124432 224.793976 \r\nL 104.460092 224.440362 \r\nL 105.350532 223.689697 \r\nL 105.795753 224.174199 \r\nL 106.240973 224.422123 \r\nL 107.576633 224.326177 \r\nL 108.021853 225.920848 \r\nL 108.467074 226.278354 \r\nL 108.912294 227.01938 \r\nL 110.693174 227.083188 \r\nL 111.583615 226.183449 \r\nL 112.474055 226.511262 \r\nL 113.809716 226.64338 \r\nL 115.590596 220.559605 \r\nL 116.926257 220.184941 \r\nL 117.816697 216.172902 \r\nL 118.707137 216.780051 \r\nL 120.042798 217.399305 \r\nL 120.488018 218.365115 \r\nL 120.933238 218.797626 \r\nL 121.378458 219.04188 \r\nL 121.823679 219.574033 \r\nL 123.604559 220.054789 \r\nL 124.049779 220.218439 \r\nL 124.495 220.568594 \r\nL 124.94022 220.690623 \r\nL 126.27588 221.440204 \r\nL 126.7211 223.960275 \r\nL 127.166321 227.318745 \r\nL 128.056761 227.510746 \r\nL 129.392421 222.158125 \r\nL 131.173302 198.944461 \r\nL 132.954183 193.659582 \r\nL 133.844623 185.489407 \r\nL 134.289843 182.471612 \r\nL 135.625504 179.63569 \r\nL 136.515944 175.99486 \r\nL 136.961164 174.986512 \r\nL 137.406384 171.577176 \r\nL 139.187265 169.615245 \r\nL 139.632485 171.006726 \r\nL 140.077705 173.999592 \r\nL 140.522925 174.36784 \r\nL 141.858586 174.207528 \r\nL 142.303806 174.515095 \r\nL 142.749026 173.691214 \r\nL 143.194246 173.536133 \r\nL 143.639467 173.591513 \r\nL 144.975127 172.865648 \r\nL 145.420347 171.661034 \r\nL 145.865567 170.922192 \r\nL 146.310788 170.514963 \r\nL 146.756008 168.636609 \r\nL 148.091668 167.483807 \r\nL 148.536888 164.83031 \r\nL 149.427329 161.879238 \r\nL 149.872549 159.311731 \r\nL 151.208209 155.439802 \r\nL 152.09865 148.192558 \r\nL 152.54387 145.531755 \r\nL 152.98909 141.758121 \r\nL 154.324751 138.909625 \r\nL 154.769971 136.247898 \r\nL 155.215191 134.543731 \r\nL 155.660411 134.089911 \r\nL 156.105631 133.853762 \r\nL 157.886512 135.380151 \r\nL 158.331732 135.970754 \r\nL 159.222172 134.959897 \r\nL 160.557833 132.549088 \r\nL 161.448273 132.274805 \r\nL 161.893493 131.658951 \r\nL 162.338714 130.47726 \r\nL 163.674374 129.680828 \r\nL 164.119594 129.193536 \r\nL 164.564814 128.464167 \r\nL 165.455255 128.06272 \r\nL 166.790915 127.992374 \r\nL 167.236135 127.620155 \r\nL 167.681356 126.92887 \r\nL 168.126576 127.517622 \r\nL 168.571796 127.317682 \r\nL 169.907456 127.685072 \r\nL 170.352677 126.967561 \r\nL 170.797897 126.710179 \r\nL 171.243117 126.164613 \r\nL 171.688337 126.875684 \r\nL 173.023998 128.500459 \r\nL 173.469218 129.55894 \r\nL 173.914438 129.916053 \r\nL 174.359658 130.699754 \r\nL 174.804878 132.284654 \r\nL 176.585759 133.156835 \r\nL 177.030979 133.634196 \r\nL 177.476199 132.790079 \r\nL 179.25708 132.979798 \r\nL 179.7023 132.314611 \r\nL 180.14752 132.241837 \r\nL 181.037961 129.668586 \r\nL 182.373621 129.085797 \r\nL 182.818841 128.556843 \r\nL 183.264061 128.31042 \r\nL 183.709282 127.636848 \r\nL 184.154502 127.894835 \r\nL 185.490162 127.606628 \r\nL 185.935382 127.673815 \r\nL 186.825823 128.408351 \r\nL 187.271043 129.731515 \r\nL 188.606703 130.927394 \r\nL 189.942364 131.328784 \r\nL 190.387584 130.342332 \r\nL 191.723245 129.56473 \r\nL 192.168465 129.571898 \r\nL 192.613685 128.377632 \r\nL 193.058905 128.548004 \r\nL 193.504125 126.832355 \r\nL 194.839786 122.373987 \r\nL 195.730226 116.987081 \r\nL 196.175446 115.51245 \r\nL 196.620666 115.115442 \r\nL 197.956327 114.741129 \r\nL 199.291987 114.90127 \r\nL 199.737208 115.235952 \r\nL 201.963308 115.496842 \r\nL 202.408529 115.193639 \r\nL 202.853749 113.826035 \r\nL 204.189409 113.047959 \r\nL 204.634629 112.928998 \r\nL 205.07985 112.567946 \r\nL 205.52507 111.650653 \r\nL 205.97029 111.188697 \r\nL 207.30595 110.915386 \r\nL 207.751171 110.988254 \r\nL 208.196391 112.835441 \r\nL 208.641611 111.971616 \r\nL 209.086831 111.962403 \r\nL 210.422492 113.800885 \r\nL 210.867712 115.167117 \r\nL 211.312932 117.208885 \r\nL 212.203372 119.294948 \r\nL 213.539033 121.742272 \r\nL 214.429473 129.215702 \r\nL 214.874693 133.545794 \r\nL 215.319913 135.068295 \r\nL 216.655574 136.251017 \r\nL 217.100794 137.397767 \r\nL 217.546014 140.01863 \r\nL 217.991234 141.804616 \r\nL 218.436455 142.041092 \r\nL 219.772115 142.228951 \r\nL 220.217335 143.698989 \r\nL 220.662555 144.485511 \r\nL 221.107776 145.021602 \r\nL 221.552996 145.036948 \r\nL 223.333876 145.913832 \r\nL 223.779097 145.627113 \r\nL 224.224317 145.679562 \r\nL 224.669537 145.413939 \r\nL 226.005197 145.131183 \r\nL 226.895638 144.523392 \r\nL 227.786078 144.48973 \r\nL 230.012179 147.761227 \r\nL 230.902619 152.761612 \r\nL 232.23828 155.293862 \r\nL 232.6835 159.98835 \r\nL 233.12872 165.973274 \r\nL 233.57394 169.870668 \r\nL 234.01916 170.047136 \r\nL 235.354821 170.361897 \r\nL 235.800041 170.185818 \r\nL 236.245261 170.172764 \r\nL 236.690481 171.036849 \r\nL 237.135702 170.49142 \r\nL 238.916582 169.668139 \r\nL 239.361802 168.868949 \r\nL 239.807023 167.670387 \r\nL 240.252243 167.697615 \r\nL 241.587903 167.388369 \r\nL 242.033123 167.139356 \r\nL 242.478344 166.656643 \r\nL 242.923564 165.861008 \r\nL 243.368784 164.124491 \r\nL 244.704444 163.812993 \r\nL 245.149665 162.089586 \r\nL 245.594885 159.575229 \r\nL 246.485325 155.94545 \r\nL 247.820986 154.511766 \r\nL 248.711426 152.666809 \r\nL 249.156646 152.336533 \r\nL 249.601866 152.61779 \r\nL 252.718407 152.017607 \r\nL 254.054068 152.245708 \r\nL 254.499288 151.895298 \r\nL 254.944508 150.83306 \r\nL 255.389728 150.736207 \r\nL 255.834949 149.775585 \r\nL 257.170609 146.363881 \r\nL 257.615829 142.852916 \r\nL 258.50627 138.43063 \r\nL 258.95149 137.004051 \r\nL 260.28715 135.824716 \r\nL 261.177591 132.160846 \r\nL 261.622811 131.002772 \r\nL 262.068031 130.493905 \r\nL 263.403691 130.971296 \r\nL 264.294132 133.583468 \r\nL 264.739352 133.908944 \r\nL 265.184572 133.17889 \r\nL 266.520233 132.064462 \r\nL 267.410673 129.643793 \r\nL 267.855893 129.884035 \r\nL 269.636774 128.407147 \r\nL 270.527214 123.027254 \r\nL 271.417654 118.148863 \r\nL 272.753315 114.675396 \r\nL 273.198535 110.346897 \r\nL 274.088975 104.97237 \r\nL 274.534196 101.577631 \r\nL 275.869856 99.384437 \r\nL 276.315076 97.833803 \r\nL 276.760296 97.118062 \r\nL 277.205517 97.878462 \r\nL 277.650737 98.111286 \r\nL 278.986397 98.032038 \r\nL 279.431617 96.553899 \r\nL 279.876838 96.751629 \r\nL 280.767278 96.949081 \r\nL 282.102938 97.608677 \r\nL 282.548159 98.305971 \r\nL 283.438599 100.078876 \r\nL 283.883819 100.266828 \r\nL 285.21948 100.17225 \r\nL 285.6647 99.792822 \r\nL 286.10992 100.175382 \r\nL 286.55514 100.250088 \r\nL 287.00036 99.992736 \r\nL 288.781241 99.90417 \r\nL 289.226461 98.155253 \r\nL 289.671681 99.000957 \r\nL 291.452562 98.373206 \r\nL 291.897782 98.422998 \r\nL 292.343002 97.740825 \r\nL 292.788222 96.595326 \r\nL 293.233443 97.097154 \r\nL 295.014323 97.171834 \r\nL 295.459543 96.29929 \r\nL 296.349984 93.634286 \r\nL 297.685644 94.461321 \r\nL 298.576085 95.90104 \r\nL 299.021305 96.457092 \r\nL 299.466525 97.4957 \r\nL 300.802185 99.228569 \r\nL 301.247406 100.518454 \r\nL 301.692626 102.340574 \r\nL 302.137846 107.198194 \r\nL 302.583066 109.788695 \r\nL 303.918727 111.704417 \r\nL 304.809167 114.590155 \r\nL 305.254387 114.06576 \r\nL 305.699607 113.966602 \r\nL 307.035268 116.105893 \r\nL 307.480488 118.815373 \r\nL 307.925708 119.87143 \r\nL 308.370928 120.152092 \r\nL 308.816148 120.172201 \r\nL 310.151809 120.754185 \r\nL 310.597029 121.697231 \r\nL 311.93269 122.341975 \r\nL 313.26835 121.57828 \r\nL 314.15879 117.591929 \r\nL 315.049231 111.559575 \r\nL 316.384891 109.999936 \r\nL 316.830111 108.16805 \r\nL 318.165772 104.385945 \r\nL 319.501432 103.678877 \r\nL 319.946653 101.899617 \r\nL 320.837093 100.064854 \r\nL 321.282313 99.339974 \r\nL 322.617974 99.529678 \r\nL 323.063194 100.195276 \r\nL 323.508414 101.277668 \r\nL 324.398854 104.268565 \r\nL 325.734515 103.603293 \r\nL 326.179735 103.746041 \r\nL 326.624955 104.238629 \r\nL 327.070175 104.121635 \r\nL 327.515395 103.771799 \r\nL 328.851056 103.807509 \r\nL 329.296276 103.506766 \r\nL 329.741496 102.822181 \r\nL 330.186716 98.985018 \r\nL 330.631937 96.62131 \r\nL 331.967597 94.463497 \r\nL 332.412817 93.437493 \r\nL 332.858037 93.263752 \r\nL 333.303258 93.340893 \r\nL 333.748478 93.852067 \r\nL 335.084138 94.503053 \r\nL 335.974579 96.513078 \r\nL 336.419799 98.549732 \r\nL 336.865019 102.214674 \r\nL 338.6459 106.542543 \r\nL 339.98156 116.879671 \r\nL 341.317221 120.438004 \r\nL 342.207661 129.811157 \r\nL 342.652881 135.107458 \r\nL 343.098101 135.193369 \r\nL 344.433762 134.049944 \r\nL 344.878982 131.856787 \r\nL 345.324202 127.178503 \r\nL 345.769422 123.988037 \r\nL 346.214642 121.865049 \r\nL 347.550303 119.073664 \r\nL 347.995523 117.589391 \r\nL 348.440743 117.313714 \r\nL 348.885963 117.412943 \r\nL 349.331184 117.767518 \r\nL 350.666844 117.969748 \r\nL 351.557284 118.721684 \r\nL 352.002505 119.076012 \r\nL 352.447725 119.267613 \r\nL 353.783385 117.910242 \r\nL 355.119046 117.188278 \r\nL 355.564266 116.983113 \r\nL 356.899926 117.035179 \r\nL 357.345147 117.465139 \r\nL 357.790367 118.543431 \r\nL 358.235587 119.127691 \r\nL 358.680807 119.276974 \r\nL 360.016468 120.943143 \r\nL 360.461688 120.086011 \r\nL 360.906908 118.897843 \r\nL 361.352128 117.0654 \r\nL 361.797348 115.748107 \r\nL 363.133009 113.038247 \r\nL 364.023449 109.16226 \r\nL 364.913889 107.434508 \r\nL 366.69477 108.429697 \r\nL 367.13999 108.200436 \r\nL 367.58521 107.412846 \r\nL 368.030431 106.296224 \r\nL 369.811311 103.169614 \r\nL 371.146972 98.021757 \r\nL 372.482632 97.44226 \r\nL 372.927852 96.202542 \r\nL 373.818293 95.735075 \r\nL 375.599173 92.565546 \r\nL 376.489614 88.201347 \r\nL 377.380054 86.657743 \r\nL 378.715715 85.187582 \r\nL 379.160935 83.819574 \r\nL 380.051375 84.155638 \r\nL 380.496595 84.938242 \r\nL 381.832256 85.537741 \r\nL 382.277476 85.559039 \r\nL 382.722696 85.731201 \r\nL 383.167916 85.480403 \r\nL 383.613136 84.83638 \r\nL 384.948797 83.968223 \r\nL 385.394017 82.794781 \r\nL 385.839237 82.477627 \r\nL 386.284457 81.692733 \r\nL 386.729678 81.210853 \r\nL 388.065338 81.41478 \r\nL 388.510558 82.301106 \r\nL 389.400999 83.671597 \r\nL 389.846219 85.558869 \r\nL 391.181879 87.794092 \r\nL 391.627099 90.529684 \r\nL 392.96276 95.756557 \r\nL 394.29842 96.652168 \r\nL 394.743641 98.464088 \r\nL 395.188861 100.791088 \r\nL 396.079301 102.695615 \r\nL 397.860182 102.929212 \r\nL 398.305402 102.913339 \r\nL 398.750622 102.34954 \r\nL 399.195842 100.994726 \r\nL 400.976723 99.57915 \r\nL 402.312383 94.790332 \r\nL 403.648044 93.956132 \r\nL 404.538484 94.707265 \r\nL 404.983704 96.097043 \r\nL 405.428925 98.115354 \r\nL 406.764585 98.648567 \r\nL 407.209805 99.443863 \r\nL 408.100246 102.882063 \r\nL 408.545466 105.692669 \r\nL 409.881126 108.904021 \r\nL 410.326346 111.527044 \r\nL 411.216787 118.886217 \r\nL 411.662007 120.413411 \r\nL 413.442888 121.550192 \r\nL 414.333328 123.488597 \r\nL 414.778548 123.908563 \r\nL 416.559429 124.169181 \r\nL 417.004649 124.075549 \r\nL 417.449869 123.826033 \r\nL 417.895089 123.867501 \r\nL 419.23075 124.20317 \r\nL 419.67597 123.756549 \r\nL 420.56641 123.881719 \r\nL 421.01163 124.450275 \r\nL 422.347291 124.48001 \r\nL 422.792511 124.301899 \r\nL 423.237731 123.617986 \r\nL 423.682951 123.638732 \r\nL 424.128172 124.285515 \r\nL 426.354272 126.325122 \r\nL 426.799493 125.746649 \r\nL 427.244713 124.685286 \r\nL 428.580373 122.404383 \r\nL 429.025593 120.558695 \r\nL 429.916034 118.575921 \r\nL 430.361254 117.945691 \r\nL 431.696914 117.187675 \r\nL 432.142135 115.828719 \r\nL 433.477795 110.752611 \r\nL 434.813456 109.794816 \r\nL 435.703896 105.799608 \r\nL 436.149116 105.599879 \r\nL 436.594336 106.349662 \r\nL 437.929997 106.397417 \r\nL 438.375217 107.060097 \r\nL 438.820437 108.703094 \r\nL 439.265657 108.900595 \r\nL 441.046538 108.646088 \r\nL 441.491758 108.261311 \r\nL 442.827419 105.330359 \r\nL 444.163079 102.359667 \r\nL 445.053519 97.863077 \r\nL 445.49874 95.98428 \r\nL 445.94396 95.081816 \r\nL 447.27962 94.747722 \r\nL 448.170061 94.814043 \r\nL 449.060501 94.016301 \r\nL 450.396161 94.22058 \r\nL 450.841382 93.927854 \r\nL 451.286602 94.527145 \r\nL 452.177042 93.631965 \r\nL 453.512703 92.839693 \r\nL 454.403143 89.699807 \r\nL 454.848363 88.541677 \r\nL 455.293583 88.156399 \r\nL 457.074464 89.169305 \r\nL 457.519684 90.438088 \r\nL 458.410124 94.683829 \r\nL 459.745785 96.416221 \r\nL 460.191005 97.672909 \r\nL 461.081445 98.702985 \r\nL 461.526666 100.084352 \r\nL 462.862326 102.555725 \r\nL 463.752766 109.090011 \r\nL 464.197987 112.55593 \r\nL 464.643207 112.637279 \r\nL 465.978867 113.099575 \r\nL 467.314528 113.065695 \r\nL 467.759748 113.142881 \r\nL 469.985849 113.20926 \r\nL 470.431069 112.812075 \r\nL 470.876289 113.265076 \r\nL 472.21195 113.699264 \r\nL 472.65717 114.285875 \r\nL 473.10239 115.598841 \r\nL 473.54761 117.470721 \r\nL 475.328491 119.246381 \r\nL 475.773711 119.990021 \r\nL 477.109371 116.389008 \r\nL 478.445032 115.823882 \r\nL 478.890252 114.987418 \r\nL 479.780692 114.029637 \r\nL 480.225913 113.124956 \r\nL 481.561573 112.674647 \r\nL 482.006793 112.374102 \r\nL 482.452013 111.789944 \r\nL 482.897234 111.766858 \r\nL 483.342454 112.423598 \r\nL 484.678114 112.65936 \r\nL 485.123334 113.042668 \r\nL 485.568555 112.404705 \r\nL 486.013775 109.722636 \r\nL 486.458995 107.864487 \r\nL 487.794655 106.63037 \r\nL 488.239876 105.955204 \r\nL 489.575536 108.712469 \r\nL 490.911197 109.533387 \r\nL 492.246857 113.629688 \r\nL 492.692077 115.907557 \r\nL 494.027738 117.999174 \r\nL 494.472958 119.989141 \r\nL 494.918178 123.012209 \r\nL 495.363398 124.37219 \r\nL 495.808618 124.783877 \r\nL 497.144279 124.815758 \r\nL 497.589499 124.706202 \r\nL 498.479939 122.321429 \r\nL 498.92516 121.920297 \r\nL 500.70604 121.433889 \r\nL 501.15126 121.099154 \r\nL 501.596481 119.48456 \r\nL 502.041701 116.545735 \r\nL 503.377361 115.47289 \r\nL 503.822581 114.401339 \r\nL 504.267802 113.908514 \r\nL 505.158242 114.483612 \r\nL 507.829563 116.703229 \r\nL 508.274783 116.109587 \r\nL 510.055664 115.992417 \r\nL 510.500884 115.25597 \r\nL 510.946104 115.269257 \r\nL 511.391324 115.138775 \r\nL 513.172205 115.415634 \r\nL 513.617425 115.431597 \r\nL 514.062645 115.565972 \r\nL 514.507865 115.977919 \r\nL 515.843526 114.912409 \r\nL 516.288746 114.195236 \r\nL 516.733966 111.570803 \r\nL 517.179186 110.118328 \r\nL 517.624407 108.280413 \r\nL 518.960067 107.783627 \r\nL 519.405287 106.718044 \r\nL 519.850507 106.043351 \r\nL 520.295728 103.741046 \r\nL 520.740948 102.675011 \r\nL 522.521828 102.551294 \r\nL 522.967049 102.949025 \r\nL 526.52881 102.757283 \r\nL 526.97403 103.309001 \r\nL 528.309691 103.920097 \r\nL 528.754911 103.954881 \r\nL 529.200131 104.661552 \r\nL 529.645351 104.724037 \r\nL 530.090571 103.930583 \r\nL 531.426232 101.10028 \r\nL 531.871452 99.685558 \r\nL 532.316672 97.206952 \r\nL 533.207112 81.89845 \r\nL 534.542773 74.897461 \r\nL 536.323654 50.830099 \r\nL 537.659314 45.732257 \r\nL 538.549754 39.475567 \r\nL 539.440195 33.990157 \r\nL 540.775855 31.741843 \r\nL 541.221075 30.398823 \r\nL 541.666296 30.6887 \r\nL 542.111516 31.579854 \r\nL 542.556736 33.709958 \r\nL 543.892396 35.599026 \r\nL 544.337617 37.70542 \r\nL 544.782837 41.409388 \r\nL 545.228057 46.759346 \r\nL 545.673277 47.119539 \r\nL 547.008938 47.54049 \r\nL 547.454158 47.196659 \r\nL 547.899378 47.223595 \r\nL 548.344598 46.400961 \r\nL 548.789818 46.138442 \r\nL 550.125479 44.726656 \r\nL 551.015919 42.221641 \r\nL 551.906359 40.546828 \r\nL 553.24202 41.877206 \r\nL 553.68724 41.207268 \r\nL 554.13246 41.7119 \r\nL 555.022901 41.16618 \r\nL 556.358561 40.789136 \r\nL 556.803781 39.942105 \r\nL 557.249001 35.938138 \r\nL 557.694222 29.187968 \r\nL 558.139442 26.342767 \r\nL 559.475102 22.541841 \r\nL 559.920322 20.552727 \r\nL 560.365543 21.106556 \r\nL 560.810763 22.777936 \r\nL 561.255983 23.764108 \r\nL 563.036864 23.814889 \r\nL 563.482084 24.286169 \r\nL 564.372524 22.765084 \r\nL 565.708185 21.967502 \r\nL 566.153405 21.863758 \r\nL 566.598625 21.881128 \r\nL 567.043845 21.733625 \r\nL 567.489065 21.044242 \r\nL 568.824726 20.942371 \r\nL 569.269946 21.206579 \r\nL 569.715166 21.284934 \r\nL 570.160386 21.973832 \r\nL 570.605606 25.483465 \r\nL 571.941267 27.300711 \r\nL 572.831707 33.688235 \r\nL 573.276927 33.547463 \r\nL 573.722148 33.748904 \r\nL 575.948248 33.803345 \r\nL 576.393469 31.546465 \r\nL 576.838689 32.413425 \r\nL 578.174349 34.301887 \r\nL 578.619569 36.899485 \r\nL 579.06479 37.353903 \r\nL 579.51001 37.61913 \r\nL 579.95523 39.479703 \r\nL 581.29089 39.244692 \r\nL 582.181331 38.643263 \r\nL 582.626551 39.794077 \r\nL 583.071771 41.592368 \r\nL 584.407432 44.22205 \r\nL 584.852652 44.680329 \r\nL 585.743092 48.439825 \r\nL 586.188312 50.263725 \r\nL 587.523973 52.527264 \r\nL 587.969193 55.463904 \r\nL 588.414413 59.814557 \r\nL 588.859633 59.743821 \r\nL 589.304853 60.712292 \r\nL 590.640514 62.169241 \r\nL 591.085734 63.893009 \r\nL 591.530954 64.091405 \r\nL 592.421395 66.179962 \r\nL 593.757055 67.700045 \r\nL 594.202275 68.549663 \r\nL 594.647495 68.075017 \r\nL 595.092716 68.982229 \r\nL 596.873596 69.154399 \r\nL 597.318816 69.431424 \r\nL 598.209257 69.593441 \r\nL 599.990137 69.243914 \r\nL 600.435358 70.50623 \r\nL 600.880578 70.863027 \r\nL 601.325798 70.999573 \r\nL 601.771018 69.09956 \r\nL 603.106679 70.176108 \r\nL 603.551899 71.968284 \r\nL 603.997119 74.316305 \r\nL 604.442339 75.037584 \r\nL 604.887559 76.542618 \r\nL 606.22322 77.563497 \r\nL 607.11366 83.047454 \r\nL 607.55888 83.652872 \r\nL 608.0041 84.711674 \r\nL 609.339761 86.271507 \r\nL 609.784981 87.226015 \r\nL 610.675421 91.069946 \r\nL 611.120642 93.209575 \r\nL 612.456302 94.976933 \r\nL 613.346742 97.815731 \r\nL 613.791963 98.298336 \r\nL 615.572843 96.260211 \r\nL 616.463284 92.732356 \r\nL 616.908504 92.266348 \r\nL 617.353724 92.789128 \r\nL 619.134605 92.138761 \r\nL 619.579825 92.204873 \r\nL 620.470265 90.579087 \r\nL 621.805926 91.006494 \r\nL 622.251146 92.322725 \r\nL 622.696366 93.048181 \r\nL 623.586806 93.299523 \r\nL 624.922467 94.110293 \r\nL 625.367687 94.937285 \r\nL 626.703347 103.516352 \r\nL 628.039008 108.603678 \r\nL 628.484228 117.515493 \r\nL 629.819889 124.537629 \r\nL 631.155549 127.201317 \r\nL 631.600769 128.555382 \r\nL 632.49121 132.147547 \r\nL 632.93643 133.228008 \r\nL 634.27209 134.954988 \r\nL 634.71731 136.310155 \r\nL 635.162531 139.849993 \r\nL 635.607751 142.304485 \r\nL 637.388631 142.82078 \r\nL 637.833852 141.128879 \r\nL 638.279072 140.66645 \r\nL 638.724292 140.79708 \r\nL 639.169512 140.604469 \r\nL 640.505173 138.986659 \r\nL 641.395613 136.784516 \r\nL 641.840833 135.791716 \r\nL 642.286053 135.476303 \r\nL 644.066934 135.308073 \r\nL 644.512154 135.040379 \r\nL 644.957374 135.030283 \r\nL 646.738255 134.541426 \r\nL 647.183475 134.84568 \r\nL 647.628695 135.77718 \r\nL 648.519136 135.956403 \r\nL 649.854796 135.920244 \r\nL 650.300016 136.821657 \r\nL 650.745236 136.42901 \r\nL 651.190457 136.42529 \r\nL 651.635677 136.15879 \r\nL 652.971337 137.152268 \r\nL 654.752218 142.313801 \r\nL 656.087878 143.13409 \r\nL 656.978319 138.561845 \r\nL 657.423539 136.860604 \r\nL 657.868759 132.671338 \r\nL 659.20442 125.907703 \r\nL 659.64964 121.175079 \r\nL 660.09486 120.521865 \r\nL 660.54008 121.415587 \r\nL 660.9853 121.979367 \r\nL 662.320961 123.217157 \r\nL 662.766181 124.623881 \r\nL 663.656621 132.813578 \r\nL 664.101841 135.234242 \r\nL 665.882722 138.763665 \r\nL 666.327942 143.408952 \r\nL 667.218383 156.519939 \r\nL 668.554043 165.304598 \r\nL 668.999263 175.336663 \r\nL 670.334924 192.147392 \r\nL 671.670584 194.55736 \r\nL 672.115804 194.450724 \r\nL 672.561025 194.853684 \r\nL 673.006245 195.069508 \r\nL 673.451465 197.127527 \r\nL 674.787125 197.577019 \r\nL 675.232346 197.921543 \r\nL 675.677566 197.472129 \r\nL 676.122786 197.547656 \r\nL 676.568006 197.422544 \r\nL 677.903667 195.617569 \r\nL 678.348887 197.040493 \r\nL 678.794107 194.935488 \r\nL 679.239327 191.606766 \r\nL 679.684547 189.30519 \r\nL 681.020208 186.82398 \r\nL 681.465428 184.967482 \r\nL 682.355868 177.380285 \r\nL 682.801088 174.228085 \r\nL 684.136749 171.982735 \r\nL 684.581969 170.284089 \r\nL 685.027189 169.092535 \r\nL 685.91763 168.100087 \r\nL 687.69851 167.680583 \r\nL 688.588951 170.369831 \r\nL 689.034171 172.609272 \r\nL 690.369831 176.609371 \r\nL 690.815051 181.113387 \r\nL 691.260272 187.369742 \r\nL 692.150712 205.07123 \r\nL 693.486372 217.967691 \r\nL 693.931593 239.295703 \r\nL 694.376813 241.428722 \r\nL 694.822033 241.934433 \r\nL 695.267253 241.461092 \r\nL 696.602914 242.143873 \r\nL 697.048134 240.190481 \r\nL 697.493354 236.231649 \r\nL 697.938574 233.644082 \r\nL 698.383794 232.056559 \r\nL 699.719455 230.308479 \r\nL 700.609895 227.906168 \r\nL 701.500335 227.070252 \r\nL 703.726436 227.327009 \r\nL 704.171656 227.21364 \r\nL 705.952537 225.649145 \r\nL 706.397757 225.347299 \r\nL 706.842977 225.275362 \r\nL 707.288198 225.446822 \r\nL 707.733418 226.591491 \r\nL 709.069078 228.909165 \r\nL 709.514298 230.007227 \r\nL 709.959519 229.72497 \r\nL 710.849959 231.916078 \r\nL 712.185619 232.254703 \r\nL 712.63084 231.871119 \r\nL 713.07606 230.271059 \r\nL 713.52128 229.522669 \r\nL 715.302161 228.680746 \r\nL 716.192601 224.645859 \r\nL 716.637821 224.129382 \r\nL 718.418702 223.131219 \r\nL 719.309142 215.547011 \r\nL 719.754362 209.079308 \r\nL 720.199582 206.71771 \r\nL 721.535243 203.59756 \r\nL 721.980463 201.904163 \r\nL 722.425683 201.604488 \r\nL 722.870903 200.838248 \r\nL 723.316124 200.732756 \r\nL 725.097004 201.329537 \r\nL 725.542224 202.820162 \r\nL 725.987445 203.856505 \r\nL 726.432665 203.934745 \r\nL 727.768325 203.263135 \r\nL 728.213545 202.350158 \r\nL 728.658766 201.890583 \r\nL 729.103986 200.81653 \r\nL 729.549206 196.354175 \r\nL 730.884866 190.664786 \r\nL 731.330087 187.319139 \r\nL 732.665747 180.565297 \r\nL 734.446628 177.154791 \r\nL 734.891848 176.164926 \r\nL 735.337068 176.106754 \r\nL 735.782288 175.115829 \r\nL 737.563169 175.184069 \r\nL 738.008389 174.981254 \r\nL 738.453609 177.803865 \r\nL 738.898829 179.863048 \r\nL 740.67971 181.635842 \r\nL 741.12493 181.178918 \r\nL 741.57015 179.842766 \r\nL 742.015371 180.491545 \r\nL 743.351031 180.500277 \r\nL 743.796251 181.526849 \r\nL 744.241471 181.956544 \r\nL 744.686692 182.007616 \r\nL 745.131912 181.7447 \r\nL 746.467572 180.506662 \r\nL 746.912792 179.02976 \r\nL 747.803233 177.179951 \r\nL 748.248453 176.849572 \r\nL 749.584113 176.258367 \r\nL 750.474554 173.904124 \r\nL 751.364994 177.118938 \r\nL 752.700655 177.12228 \r\nL 753.145875 176.716561 \r\nL 753.591095 176.590429 \r\nL 754.036315 176.637281 \r\nL 756.262416 175.900751 \r\nL 756.707636 174.73763 \r\nL 757.152856 174.648252 \r\nL 757.598076 174.163862 \r\nL 758.933737 173.167564 \r\nL 759.378957 172.614974 \r\nL 759.824177 171.624704 \r\nL 760.269397 171.514399 \r\nL 762.050278 171.690523 \r\nL 762.495498 171.289138 \r\nL 762.940718 170.383605 \r\nL 763.831159 169.495318 \r\nL 765.166819 168.52929 \r\nL 765.612039 167.225066 \r\nL 766.05726 166.868449 \r\nL 766.50248 167.342404 \r\nL 766.9477 167.408423 \r\nL 768.728581 166.726519 \r\nL 769.173801 166.330046 \r\nL 769.619021 166.295061 \r\nL 770.064241 164.837215 \r\nL 771.399902 164.735085 \r\nL 771.845122 164.023658 \r\nL 772.290342 163.922181 \r\nL 772.735562 163.628589 \r\nL 774.961663 163.53815 \r\nL 775.406883 162.962771 \r\nL 775.852103 162.85712 \r\nL 776.297323 161.128599 \r\nL 777.632984 162.224255 \r\nL 778.078204 162.8326 \r\nL 778.523424 160.928875 \r\nL 778.968644 160.232801 \r\nL 779.413865 158.967424 \r\nL 780.749525 158.932461 \r\nL 781.639965 156.395198 \r\nL 782.530406 151.36159 \r\nL 784.311286 148.940099 \r\nL 785.646947 142.930654 \r\nL 786.982607 141.111358 \r\nL 788.318268 136.777739 \r\nL 788.763488 135.690129 \r\nL 790.544369 137.49583 \r\nL 790.989589 140.024905 \r\nL 791.434809 153.952203 \r\nL 791.880029 154.939498 \r\nL 793.21569 155.153743 \r\nL 793.66091 156.039123 \r\nL 794.10613 155.373864 \r\nL 794.55135 153.9209 \r\nL 794.99657 152.908534 \r\nL 796.332231 152.678684 \r\nL 796.777451 152.477382 \r\nL 797.222671 151.043147 \r\nL 797.667891 148.489837 \r\nL 798.113112 146.921354 \r\nL 799.893992 144.988348 \r\nL 800.339212 142.090147 \r\nL 801.229653 138.124653 \r\nL 802.565313 136.020156 \r\nL 803.010533 135.639666 \r\nL 804.346194 133.394098 \r\nL 805.681854 133.097996 \r\nL 806.127075 133.180648 \r\nL 806.572295 133.077297 \r\nL 807.017515 133.177841 \r\nL 807.462735 133.143333 \r\nL 808.798396 133.224117 \r\nL 809.243616 134.302132 \r\nL 809.688836 136.5057 \r\nL 810.134056 137.330791 \r\nL 810.579276 137.28459 \r\nL 812.360157 137.58827 \r\nL 812.805377 137.47729 \r\nL 813.695817 137.56935 \r\nL 815.031478 138.16579 \r\nL 815.476698 138.138883 \r\nL 815.921918 137.790982 \r\nL 816.367138 137.699441 \r\nL 816.812358 137.488891 \r\nL 818.148019 137.740085 \r\nL 818.593239 137.615112 \r\nL 819.038459 137.740984 \r\nL 819.483679 136.744313 \r\nL 819.9289 136.637087 \r\nL 821.26456 136.677212 \r\nL 821.70978 135.995083 \r\nL 822.155 135.669701 \r\nL 823.045441 133.094375 \r\nL 824.381101 133.147104 \r\nL 824.826321 132.84948 \r\nL 825.271542 132.706574 \r\nL 825.716762 132.975532 \r\nL 826.161982 133.812672 \r\nL 827.942863 134.060872 \r\nL 828.388083 134.784082 \r\nL 828.833303 136.125864 \r\nL 829.278523 136.443728 \r\nL 830.614184 138.127217 \r\nL 831.059404 139.132783 \r\nL 831.949844 140.230202 \r\nL 832.395064 142.87096 \r\nL 833.730725 143.519181 \r\nL 834.175945 144.129139 \r\nL 835.511605 143.7368 \r\nL 836.847266 143.88222 \r\nL 837.292486 143.69039 \r\nL 837.737706 143.794123 \r\nL 838.182926 143.27256 \r\nL 838.628147 143.933655 \r\nL 839.963807 144.280197 \r\nL 840.409027 145.440501 \r\nL 840.854247 145.575849 \r\nL 841.744688 140.912157 \r\nL 843.080348 138.221578 \r\nL 843.525568 135.594273 \r\nL 843.970789 134.05163 \r\nL 844.416009 134.453632 \r\nL 844.861229 135.888515 \r\nL 846.196889 136.694372 \r\nL 846.64211 137.873208 \r\nL 847.53255 141.424264 \r\nL 847.97777 143.692381 \r\nL 849.313431 145.312613 \r\nL 850.203871 150.246025 \r\nL 850.649091 150.993493 \r\nL 851.094311 153.791547 \r\nL 852.429972 156.710947 \r\nL 853.320412 163.934804 \r\nL 854.210852 163.500377 \r\nL 855.546513 162.981498 \r\nL 855.991733 163.253126 \r\nL 856.436953 161.678991 \r\nL 856.882173 159.227306 \r\nL 857.327394 157.465619 \r\nL 858.663054 157.249338 \r\nL 859.553494 154.131395 \r\nL 860.443935 154.538787 \r\nL 862.224815 154.499878 \r\nL 862.670036 153.911058 \r\nL 863.560476 152.950603 \r\nL 864.896136 152.145291 \r\nL 865.341357 151.208795 \r\nL 865.786577 151.220389 \r\nL 866.231797 151.110669 \r\nL 866.677017 150.867192 \r\nL 868.457898 151.255887 \r\nL 868.903118 151.242069 \r\nL 869.348338 151.617368 \r\nL 869.793558 152.349184 \r\nL 871.129219 151.802028 \r\nL 871.574439 150.632589 \r\nL 872.019659 150.716984 \r\nL 874.24576 152.217403 \r\nL 875.1362 152.109323 \r\nL 875.58142 151.421442 \r\nL 876.026641 151.114236 \r\nL 878.252741 151.123162 \r\nL 879.143182 150.403122 \r\nL 879.143182 150.403122 \r\n\" style=\"fill:none;stroke:#2ca02c;stroke-linecap:square;stroke-width:1.5;\"/>\r\n   </g>\r\n   <g id=\"line2d_18\">\r\n    <path clip-path=\"url(#pa1e6020d26)\" d=\"M 79.972983 248.215488 \r\nL 80.418203 249.026789 \r\nL 80.863423 248.97602 \r\nL 82.644304 247.028404 \r\nL 83.089524 245.498646 \r\nL 83.979964 241.715634 \r\nL 84.425185 239.844109 \r\nL 85.760845 237.616584 \r\nL 86.651285 233.695647 \r\nL 87.096506 232.629397 \r\nL 87.541726 232.353551 \r\nL 89.322606 234.071403 \r\nL 90.213047 243.726568 \r\nL 90.658267 246.459414 \r\nL 91.993927 249.297143 \r\nL 92.884368 252.956252 \r\nL 93.774808 255.941809 \r\nL 95.110469 256.626946 \r\nL 95.555689 257.593179 \r\nL 96.446129 257.962056 \r\nL 96.891349 257.723384 \r\nL 98.22701 257.31748 \r\nL 98.67223 256.966122 \r\nL 99.11745 256.214349 \r\nL 99.56267 255.875275 \r\nL 100.00789 255.05242 \r\nL 101.343551 253.334952 \r\nL 101.788771 253.402839 \r\nL 103.124432 250.175434 \r\nL 104.460092 248.590022 \r\nL 105.350532 246.318924 \r\nL 106.240973 242.621344 \r\nL 107.576633 241.330252 \r\nL 108.021853 238.546689 \r\nL 108.467074 237.906116 \r\nL 108.912294 236.528186 \r\nL 110.693174 236.428995 \r\nL 111.583615 238.708697 \r\nL 112.028835 239.203777 \r\nL 112.474055 240.079302 \r\nL 113.809716 240.131177 \r\nL 114.700156 241.469202 \r\nL 115.145376 241.578052 \r\nL 115.590596 242.266138 \r\nL 116.926257 243.497085 \r\nL 117.816697 252.576065 \r\nL 118.707137 254.820839 \r\nL 120.042798 255.822157 \r\nL 121.378458 257.859484 \r\nL 121.823679 258.721445 \r\nL 123.159339 259.108154 \r\nL 124.495 260.23205 \r\nL 126.27588 260.676714 \r\nL 126.7211 259.939981 \r\nL 127.166321 258.612534 \r\nL 128.056761 258.484225 \r\nL 129.392421 261.359989 \r\nL 129.837642 262.724636 \r\nL 130.282862 263.46462 \r\nL 130.728082 265.337015 \r\nL 131.173302 266.471371 \r\nL 132.954183 266.965303 \r\nL 133.399403 266.599069 \r\nL 133.844623 265.808341 \r\nL 134.289843 264.183799 \r\nL 135.625504 261.860784 \r\nL 136.515944 256.167403 \r\nL 137.406384 249.354307 \r\nL 138.742045 245.2077 \r\nL 139.632485 232.600913 \r\nL 140.077705 223.635285 \r\nL 140.522925 218.971461 \r\nL 141.858586 215.10511 \r\nL 142.303806 211.421943 \r\nL 143.194246 206.803215 \r\nL 143.639467 205.169722 \r\nL 144.975127 203.864563 \r\nL 145.420347 203.016923 \r\nL 146.310788 200.178796 \r\nL 146.756008 199.106154 \r\nL 148.091668 197.881174 \r\nL 148.536888 196.819386 \r\nL 149.427329 196.125939 \r\nL 149.872549 194.808321 \r\nL 152.09865 196.968347 \r\nL 152.54387 195.920944 \r\nL 152.98909 195.766989 \r\nL 154.324751 194.914352 \r\nL 154.769971 194.051869 \r\nL 155.660411 190.513085 \r\nL 156.105631 187.529319 \r\nL 157.441292 183.25668 \r\nL 159.222172 169.927327 \r\nL 160.557833 168.615773 \r\nL 161.003053 165.127809 \r\nL 161.893493 161.778113 \r\nL 162.338714 160.702325 \r\nL 163.674374 159.715423 \r\nL 165.010035 157.283104 \r\nL 165.455255 157.108726 \r\nL 166.790915 156.88185 \r\nL 167.236135 156.610084 \r\nL 167.681356 156.169092 \r\nL 168.126576 155.14158 \r\nL 168.571796 155.525517 \r\nL 169.907456 154.839671 \r\nL 170.352677 156.059629 \r\nL 170.797897 156.536393 \r\nL 171.243117 158.57515 \r\nL 171.688337 159.569568 \r\nL 173.023998 159.699825 \r\nL 174.359658 160.805368 \r\nL 174.804878 160.600434 \r\nL 177.030979 160.107171 \r\nL 177.476199 160.597452 \r\nL 179.25708 160.549265 \r\nL 179.7023 160.74739 \r\nL 180.14752 160.777705 \r\nL 180.59274 161.469929 \r\nL 182.373621 160.367072 \r\nL 182.818841 159.728369 \r\nL 184.154502 154.155772 \r\nL 185.490162 152.5828 \r\nL 185.935382 151.270106 \r\nL 186.380603 149.609001 \r\nL 186.825823 148.419625 \r\nL 187.271043 145.999565 \r\nL 188.606703 143.777557 \r\nL 189.051924 143.471847 \r\nL 189.497144 142.868021 \r\nL 189.942364 142.810032 \r\nL 190.387584 142.869433 \r\nL 192.168465 142.351903 \r\nL 192.613685 142.590812 \r\nL 193.058905 142.512435 \r\nL 195.285006 146.230203 \r\nL 195.730226 146.93293 \r\nL 196.175446 147.126675 \r\nL 196.620666 146.695701 \r\nL 197.956327 146.426028 \r\nL 198.846767 145.52763 \r\nL 199.737208 143.256205 \r\nL 201.963308 142.308876 \r\nL 202.408529 142.824384 \r\nL 202.853749 145.20396 \r\nL 204.189409 147.100161 \r\nL 204.634629 148.188631 \r\nL 205.52507 152.156131 \r\nL 205.97029 154.818952 \r\nL 207.30595 156.882675 \r\nL 208.196391 161.926127 \r\nL 209.086831 174.964071 \r\nL 210.422492 178.461446 \r\nL 211.312932 184.522119 \r\nL 212.203372 185.66305 \r\nL 213.539033 186.690399 \r\nL 213.984253 187.273503 \r\nL 214.429473 186.555543 \r\nL 214.874693 185.190599 \r\nL 215.319913 184.68007 \r\nL 216.655574 184.509322 \r\nL 217.100794 184.084396 \r\nL 217.546014 182.956723 \r\nL 217.991234 182.246404 \r\nL 218.436455 182.144387 \r\nL 219.772115 182.069754 \r\nL 220.217335 181.724919 \r\nL 221.107776 184.039741 \r\nL 221.552996 184.003166 \r\nL 223.333876 181.95862 \r\nL 223.779097 182.585024 \r\nL 224.224317 182.454731 \r\nL 224.669537 183.817244 \r\nL 226.005197 185.048285 \r\nL 226.895638 186.724664 \r\nL 227.340858 188.428625 \r\nL 227.786078 190.714217 \r\nL 229.121739 191.496554 \r\nL 230.012179 191.61091 \r\nL 230.902619 190.792877 \r\nL 232.23828 190.518101 \r\nL 232.6835 188.442008 \r\nL 233.12872 184.990556 \r\nL 233.57394 182.883573 \r\nL 236.245261 183.154691 \r\nL 236.690481 182.750595 \r\nL 237.135702 182.814806 \r\nL 239.361802 183.432383 \r\nL 239.807023 183.767583 \r\nL 240.252243 183.025603 \r\nL 241.587903 182.513952 \r\nL 242.033123 181.14947 \r\nL 242.478344 180.556522 \r\nL 242.923564 180.84971 \r\nL 243.368784 181.390263 \r\nL 245.149665 181.344612 \r\nL 245.594885 181.934097 \r\nL 246.040105 181.905184 \r\nL 246.485325 181.47352 \r\nL 247.820986 180.946946 \r\nL 248.266206 179.575199 \r\nL 249.601866 177.483834 \r\nL 251.382747 178.104676 \r\nL 251.827967 178.48564 \r\nL 252.273187 177.986009 \r\nL 252.718407 177.680638 \r\nL 254.054068 176.433487 \r\nL 254.499288 175.53839 \r\nL 254.944508 175.348043 \r\nL 255.389728 174.715993 \r\nL 255.834949 174.409879 \r\nL 257.615829 176.477903 \r\nL 258.50627 177.630738 \r\nL 258.95149 177.783508 \r\nL 260.28715 177.901332 \r\nL 261.177591 178.416059 \r\nL 261.622811 178.27909 \r\nL 262.068031 177.599066 \r\nL 263.403691 175.034041 \r\nL 264.294132 167.135554 \r\nL 265.184572 162.763343 \r\nL 266.520233 160.756935 \r\nL 266.965453 159.336268 \r\nL 267.410673 158.379585 \r\nL 267.855893 155.273264 \r\nL 269.636774 154.138836 \r\nL 270.527214 155.95206 \r\nL 270.972434 156.417978 \r\nL 271.417654 156.662256 \r\nL 272.753315 157.121034 \r\nL 273.198535 157.812092 \r\nL 274.088975 157.588921 \r\nL 274.534196 157.204687 \r\nL 275.869856 155.17307 \r\nL 276.760296 148.600603 \r\nL 277.650737 141.004779 \r\nL 278.986397 138.472712 \r\nL 279.431617 136.950318 \r\nL 280.322058 131.657286 \r\nL 280.767278 128.530118 \r\nL 282.102938 125.775809 \r\nL 282.993379 121.498685 \r\nL 283.883819 116.833516 \r\nL 285.21948 115.838276 \r\nL 285.6647 115.715258 \r\nL 286.10992 114.709947 \r\nL 286.55514 114.203559 \r\nL 288.781241 114.223949 \r\nL 289.226461 115.017508 \r\nL 289.671681 113.223524 \r\nL 290.116901 113.676348 \r\nL 291.452562 114.551869 \r\nL 292.343002 117.094967 \r\nL 292.788222 119.882267 \r\nL 293.233443 120.604716 \r\nL 295.014323 121.287246 \r\nL 295.459543 123.214221 \r\nL 295.904764 126.140438 \r\nL 296.349984 130.160652 \r\nL 297.685644 131.852933 \r\nL 298.130864 133.097076 \r\nL 298.576085 134.991861 \r\nL 299.021305 136.289915 \r\nL 299.466525 136.716191 \r\nL 300.802185 137.205415 \r\nL 301.692626 139.181583 \r\nL 302.137846 137.763256 \r\nL 302.583066 137.741606 \r\nL 303.918727 137.892295 \r\nL 304.363947 137.566659 \r\nL 304.809167 138.261853 \r\nL 305.254387 141.616941 \r\nL 305.699607 143.711737 \r\nL 307.035268 143.773312 \r\nL 307.480488 143.151466 \r\nL 307.925708 142.958771 \r\nL 308.370928 142.939945 \r\nL 308.816148 143.167519 \r\nL 310.151809 143.36398 \r\nL 310.597029 143.291374 \r\nL 311.042249 143.389971 \r\nL 311.93269 143.29061 \r\nL 313.26835 143.785392 \r\nL 313.71357 145.050608 \r\nL 314.15879 145.79026 \r\nL 314.604011 147.099313 \r\nL 315.049231 147.987026 \r\nL 316.830111 148.137406 \r\nL 317.275332 148.34334 \r\nL 317.720552 147.730092 \r\nL 318.165772 145.267387 \r\nL 319.501432 142.888999 \r\nL 319.946653 141.589876 \r\nL 320.837093 138.57 \r\nL 321.282313 137.355857 \r\nL 322.617974 134.689296 \r\nL 323.508414 128.320195 \r\nL 324.398854 120.375586 \r\nL 325.734515 119.583052 \r\nL 326.624955 117.92866 \r\nL 327.070175 118.314568 \r\nL 327.515395 119.181001 \r\nL 328.851056 119.109905 \r\nL 329.296276 119.771563 \r\nL 329.741496 121.022283 \r\nL 330.631937 132.106095 \r\nL 331.967597 137.299827 \r\nL 332.412817 142.090653 \r\nL 333.303258 148.719079 \r\nL 333.748478 151.434894 \r\nL 335.084138 154.293966 \r\nL 336.419799 161.838979 \r\nL 336.865019 162.257309 \r\nL 339.53634 162.319381 \r\nL 339.98156 162.035927 \r\nL 341.317221 160.876608 \r\nL 341.762441 158.62775 \r\nL 342.652881 152.165761 \r\nL 343.098101 152.115236 \r\nL 344.433762 152.784521 \r\nL 344.878982 153.866632 \r\nL 345.324202 156.287441 \r\nL 345.769422 157.595499 \r\nL 346.214642 158.041299 \r\nL 347.550303 158.723821 \r\nL 347.995523 158.283221 \r\nL 348.440743 157.292163 \r\nL 349.331184 153.887357 \r\nL 350.666844 152.991609 \r\nL 351.557284 151.02248 \r\nL 352.002505 150.321388 \r\nL 352.447725 149.981171 \r\nL 354.228605 153.522462 \r\nL 354.673826 154.425518 \r\nL 355.119046 154.09153 \r\nL 355.564266 153.971166 \r\nL 356.899926 153.989867 \r\nL 357.345147 154.111891 \r\nL 357.790367 153.613891 \r\nL 358.235587 153.333931 \r\nL 358.680807 153.269571 \r\nL 360.016468 152.502144 \r\nL 361.352128 153.818113 \r\nL 361.797348 153.918207 \r\nL 363.133009 154.377666 \r\nL 363.578229 154.098467 \r\nL 364.023449 153.540546 \r\nL 364.468669 151.999536 \r\nL 364.913889 149.70599 \r\nL 366.24955 144.997412 \r\nL 367.13999 138.225889 \r\nL 368.030431 135.983136 \r\nL 369.366091 135.261601 \r\nL 369.811311 132.97422 \r\nL 370.701752 131.874127 \r\nL 371.146972 130.967494 \r\nL 372.927852 127.832997 \r\nL 373.373073 125.886768 \r\nL 374.263513 122.642594 \r\nL 375.599173 122.652384 \r\nL 376.044394 122.357795 \r\nL 377.380054 120.138875 \r\nL 378.715715 118.750035 \r\nL 379.160935 117.372273 \r\nL 379.606155 115.254425 \r\nL 380.051375 114.148902 \r\nL 380.496595 111.646651 \r\nL 381.832256 109.638884 \r\nL 382.277476 109.568049 \r\nL 382.722696 109.126973 \r\nL 383.167916 109.660842 \r\nL 383.613136 111.012537 \r\nL 384.948797 112.928053 \r\nL 385.394017 115.495612 \r\nL 385.839237 116.739818 \r\nL 386.729678 120.193305 \r\nL 388.065338 121.362261 \r\nL 388.510558 122.188502 \r\nL 389.400999 122.438584 \r\nL 391.181879 121.741231 \r\nL 391.627099 120.718207 \r\nL 392.96276 118.230025 \r\nL 394.29842 118.204855 \r\nL 395.188861 116.620635 \r\nL 396.079301 116.159762 \r\nL 397.414962 116.674661 \r\nL 398.305402 116.798322 \r\nL 398.750622 117.70888 \r\nL 399.195842 120.302122 \r\nL 400.976723 122.708442 \r\nL 401.867163 129.51373 \r\nL 402.312383 133.569104 \r\nL 403.648044 137.403837 \r\nL 404.983704 143.946079 \r\nL 405.428925 144.92123 \r\nL 406.764585 148.626978 \r\nL 407.209805 151.709729 \r\nL 408.100246 155.765786 \r\nL 408.545466 156.026479 \r\nL 409.881126 155.843968 \r\nL 410.326346 155.124583 \r\nL 411.216787 151.51608 \r\nL 411.662007 150.675329 \r\nL 413.442888 150.147148 \r\nL 413.888108 149.761475 \r\nL 414.333328 150.204381 \r\nL 414.778548 151.08653 \r\nL 416.114209 151.66519 \r\nL 416.559429 152.149264 \r\nL 417.449869 152.089038 \r\nL 419.23075 152.143582 \r\nL 420.12119 149.331238 \r\nL 421.01163 146.01572 \r\nL 422.347291 145.504767 \r\nL 422.792511 144.86198 \r\nL 423.237731 145.029294 \r\nL 423.682951 145.029778 \r\nL 424.128172 145.147283 \r\nL 425.909052 144.54353 \r\nL 426.354272 144.622101 \r\nL 426.799493 143.884302 \r\nL 427.244713 142.836802 \r\nL 428.580373 142.704537 \r\nL 429.025593 142.059211 \r\nL 429.470814 142.154304 \r\nL 430.361254 141.600906 \r\nL 431.696914 140.724199 \r\nL 432.587355 141.019278 \r\nL 433.032575 141.16044 \r\nL 433.477795 140.556675 \r\nL 434.813456 139.476372 \r\nL 435.703896 139.43784 \r\nL 436.149116 138.25053 \r\nL 436.594336 135.929712 \r\nL 437.929997 133.971241 \r\nL 438.375217 131.81537 \r\nL 438.820437 128.162578 \r\nL 439.265657 126.351578 \r\nL 441.491758 125.363216 \r\nL 441.936978 125.437663 \r\nL 442.827419 124.239202 \r\nL 445.49874 124.774751 \r\nL 445.94396 124.502474 \r\nL 447.27962 123.909513 \r\nL 447.72484 123.410373 \r\nL 448.170061 123.503506 \r\nL 448.615281 123.329483 \r\nL 449.060501 122.156999 \r\nL 450.396161 120.077384 \r\nL 450.841382 119.124605 \r\nL 451.286602 117.20904 \r\nL 451.731822 117.909304 \r\nL 452.177042 118.840201 \r\nL 453.512703 120.333068 \r\nL 455.293583 132.220471 \r\nL 457.074464 134.158567 \r\nL 457.519684 135.81955 \r\nL 457.964904 136.541792 \r\nL 458.410124 136.28691 \r\nL 459.745785 136.224628 \r\nL 460.636225 136.369691 \r\nL 461.081445 136.36519 \r\nL 462.862326 135.109609 \r\nL 463.307546 133.984609 \r\nL 464.197987 131.138773 \r\nL 464.643207 132.15432 \r\nL 465.978867 132.873842 \r\nL 466.424087 134.057865 \r\nL 466.869308 134.050019 \r\nL 467.314528 133.898471 \r\nL 467.759748 133.616059 \r\nL 469.095408 133.467852 \r\nL 469.540629 133.179097 \r\nL 469.985849 133.089686 \r\nL 470.431069 134.24408 \r\nL 470.876289 134.803053 \r\nL 472.21195 135.564834 \r\nL 472.65717 135.990196 \r\nL 473.10239 135.745813 \r\nL 473.54761 134.984979 \r\nL 475.328491 134.016067 \r\nL 475.773711 133.527189 \r\nL 476.664151 135.057966 \r\nL 477.109371 135.302414 \r\nL 478.890252 134.743746 \r\nL 479.335472 133.959054 \r\nL 479.780692 133.73419 \r\nL 480.225913 133.775515 \r\nL 481.561573 133.454462 \r\nL 482.006793 133.153486 \r\nL 482.452013 133.01582 \r\nL 482.897234 132.522308 \r\nL 483.342454 131.115436 \r\nL 484.678114 130.617833 \r\nL 485.123334 129.972684 \r\nL 485.568555 130.964484 \r\nL 486.458995 138.512314 \r\nL 487.794655 141.536843 \r\nL 488.239876 144.554412 \r\nL 489.130316 147.143636 \r\nL 489.575536 147.649609 \r\nL 490.911197 148.378497 \r\nL 491.801637 149.519958 \r\nL 492.246857 149.710049 \r\nL 492.692077 149.689653 \r\nL 494.027738 149.21153 \r\nL 494.472958 148.46707 \r\nL 494.918178 146.880578 \r\nL 495.363398 146.086732 \r\nL 495.808618 145.844885 \r\nL 497.589499 145.880101 \r\nL 498.034719 146.344132 \r\nL 498.479939 145.865863 \r\nL 498.92516 144.879955 \r\nL 500.70604 143.802407 \r\nL 501.15126 142.247649 \r\nL 501.596481 142.192134 \r\nL 502.041701 142.611639 \r\nL 503.377361 142.36821 \r\nL 503.822581 141.755501 \r\nL 504.267802 140.627754 \r\nL 505.158242 137.611185 \r\nL 506.493902 135.110454 \r\nL 506.939123 133.396657 \r\nL 507.829563 130.890765 \r\nL 508.274783 130.571514 \r\nL 509.610444 130.238739 \r\nL 510.055664 130.34193 \r\nL 510.500884 129.974404 \r\nL 511.391324 129.482998 \r\nL 512.726985 128.815235 \r\nL 513.172205 128.286162 \r\nL 513.617425 128.192354 \r\nL 514.062645 128.291508 \r\nL 514.507865 128.014021 \r\nL 515.843526 128.499239 \r\nL 516.288746 128.820112 \r\nL 516.733966 130.220272 \r\nL 517.179186 130.42724 \r\nL 517.624407 130.481816 \r\nL 518.960067 129.740173 \r\nL 519.405287 129.631017 \r\nL 519.850507 131.041691 \r\nL 520.740948 138.04747 \r\nL 522.076608 139.025604 \r\nL 522.521828 138.701943 \r\nL 522.967049 139.047271 \r\nL 525.193149 138.790944 \r\nL 525.63837 138.840406 \r\nL 526.52881 138.602123 \r\nL 526.97403 138.793464 \r\nL 528.754911 138.933102 \r\nL 529.200131 138.608575 \r\nL 529.645351 138.581475 \r\nL 531.426232 140.535123 \r\nL 531.871452 141.220943 \r\nL 532.316672 140.868856 \r\nL 532.761892 143.081895 \r\nL 534.542773 144.488692 \r\nL 535.433213 146.435686 \r\nL 535.878433 146.059645 \r\nL 536.323654 144.969297 \r\nL 537.659314 143.832533 \r\nL 538.104534 141.239441 \r\nL 538.549754 137.924318 \r\nL 539.440195 135.561629 \r\nL 540.775855 130.76859 \r\nL 542.556736 106.74229 \r\nL 543.892396 100.989321 \r\nL 544.337617 95.967317 \r\nL 544.782837 89.453885 \r\nL 545.228057 80.827397 \r\nL 545.673277 79.85153 \r\nL 547.008938 78.737058 \r\nL 547.454158 79.51257 \r\nL 547.899378 79.174256 \r\nL 548.344598 79.324598 \r\nL 548.789818 79.176665 \r\nL 550.125479 79.36418 \r\nL 550.570699 79.802439 \r\nL 551.906359 80.239169 \r\nL 553.24202 79.545698 \r\nL 553.68724 79.812263 \r\nL 554.13246 79.675624 \r\nL 556.358561 79.289192 \r\nL 556.803781 78.586423 \r\nL 557.249001 79.497861 \r\nL 557.694222 81.358006 \r\nL 558.139442 79.695332 \r\nL 559.475102 79.115764 \r\nL 559.920322 77.212675 \r\nL 560.365543 74.769359 \r\nL 560.810763 69.970065 \r\nL 561.255983 67.186407 \r\nL 563.036864 66.604871 \r\nL 563.482084 65.086238 \r\nL 564.372524 63.939392 \r\nL 566.598625 62.700333 \r\nL 567.043845 62.1897 \r\nL 567.489065 63.515984 \r\nL 568.824726 63.752316 \r\nL 569.269946 63.105964 \r\nL 569.715166 62.786997 \r\nL 570.160386 63.032227 \r\nL 570.605606 61.744688 \r\nL 571.941267 62.361833 \r\nL 572.386487 60.712149 \r\nL 572.831707 60.008046 \r\nL 573.276927 60.658344 \r\nL 573.722148 61.567949 \r\nL 575.948248 62.369793 \r\nL 576.393469 66.834614 \r\nL 576.838689 68.798347 \r\nL 578.619569 69.952445 \r\nL 579.51001 74.172356 \r\nL 579.95523 74.993865 \r\nL 581.29089 75.950706 \r\nL 581.736111 77.883344 \r\nL 582.181331 80.762788 \r\nL 582.626551 81.791609 \r\nL 583.071771 83.312308 \r\nL 584.407432 83.831775 \r\nL 584.852652 86.090965 \r\nL 585.297872 89.053635 \r\nL 586.188312 91.143891 \r\nL 587.523973 90.663686 \r\nL 587.969193 90.090672 \r\nL 588.414413 88.400873 \r\nL 588.859633 89.886956 \r\nL 590.640514 89.124571 \r\nL 591.085734 88.476464 \r\nL 591.530954 89.870333 \r\nL 591.976174 90.251018 \r\nL 592.421395 90.959233 \r\nL 594.202275 90.394101 \r\nL 594.647495 92.192098 \r\nL 595.092716 93.294676 \r\nL 596.873596 94.254783 \r\nL 597.318816 95.662017 \r\nL 597.764037 96.314111 \r\nL 598.209257 96.129834 \r\nL 598.654477 97.125514 \r\nL 599.990137 98.503308 \r\nL 600.435358 99.463085 \r\nL 600.880578 101.144391 \r\nL 601.325798 103.336091 \r\nL 601.771018 107.812034 \r\nL 603.106679 110.344619 \r\nL 603.551899 112.288958 \r\nL 604.442339 114.003531 \r\nL 604.887559 113.94923 \r\nL 606.22322 114.32954 \r\nL 606.66844 113.733293 \r\nL 607.11366 114.365437 \r\nL 607.55888 115.642427 \r\nL 608.0041 116.090973 \r\nL 609.339761 115.812027 \r\nL 610.230201 117.14254 \r\nL 610.675421 117.071269 \r\nL 611.120642 116.43191 \r\nL 612.456302 116.214359 \r\nL 612.901522 115.48324 \r\nL 613.791963 115.221196 \r\nL 614.237183 114.787291 \r\nL 615.572843 115.037227 \r\nL 616.018063 117.828275 \r\nL 616.463284 121.487771 \r\nL 617.353724 126.420091 \r\nL 619.134605 130.233758 \r\nL 620.025045 135.877836 \r\nL 620.470265 139.386768 \r\nL 621.805926 141.698054 \r\nL 623.141586 147.532439 \r\nL 623.586806 150.98256 \r\nL 624.922467 154.361214 \r\nL 625.367687 157.518421 \r\nL 626.258127 160.3563 \r\nL 626.703347 161.351945 \r\nL 628.039008 161.437709 \r\nL 628.484228 157.88298 \r\nL 628.929448 158.106749 \r\nL 629.374668 158.194493 \r\nL 629.819889 157.930499 \r\nL 631.155549 157.439369 \r\nL 631.600769 157.734183 \r\nL 632.045989 157.677835 \r\nL 632.93643 158.680479 \r\nL 634.27209 159.295901 \r\nL 634.71731 160.488358 \r\nL 635.162531 159.078617 \r\nL 635.607751 158.244698 \r\nL 637.388631 158.103469 \r\nL 637.833852 158.960316 \r\nL 639.169512 159.04597 \r\nL 640.505173 159.637656 \r\nL 641.395613 159.603548 \r\nL 641.840833 159.817908 \r\nL 642.286053 159.843178 \r\nL 644.512154 159.642195 \r\nL 644.957374 159.56029 \r\nL 645.402594 159.907887 \r\nL 646.738255 160.770978 \r\nL 647.183475 159.985506 \r\nL 647.628695 158.134028 \r\nL 648.073915 157.820294 \r\nL 648.519136 157.67173 \r\nL 651.190457 158.214811 \r\nL 651.635677 159.804663 \r\nL 652.971337 160.509596 \r\nL 653.416557 160.558246 \r\nL 653.861778 160.218748 \r\nL 654.752218 159.353496 \r\nL 656.087878 159.375335 \r\nL 657.423539 174.091363 \r\nL 657.868759 181.847303 \r\nL 659.20442 193.868948 \r\nL 659.64964 204.970632 \r\nL 660.09486 210.860628 \r\nL 660.54008 214.269562 \r\nL 660.9853 218.687802 \r\nL 662.320961 222.722175 \r\nL 662.766181 227.281138 \r\nL 663.211401 229.585881 \r\nL 663.656621 231.121887 \r\nL 664.101841 233.909699 \r\nL 665.882722 233.989414 \r\nL 666.327942 234.163379 \r\nL 666.773162 233.778953 \r\nL 667.218383 232.318549 \r\nL 668.554043 229.266042 \r\nL 668.999263 224.60522 \r\nL 670.334924 217.687764 \r\nL 671.670584 217.273435 \r\nL 672.115804 217.634833 \r\nL 672.561025 216.793114 \r\nL 673.006245 217.284963 \r\nL 673.451465 216.854595 \r\nL 674.787125 217.310927 \r\nL 675.232346 217.638694 \r\nL 675.677566 217.366285 \r\nL 676.568006 217.451256 \r\nL 677.903667 217.855035 \r\nL 678.348887 216.92748 \r\nL 679.684547 220.388442 \r\nL 681.465428 221.145321 \r\nL 682.801088 241.969064 \r\nL 684.136749 247.660785 \r\nL 685.027189 257.571105 \r\nL 685.91763 265.930432 \r\nL 687.25329 270.226677 \r\nL 688.14373 278.609314 \r\nL 689.034171 284.90892 \r\nL 690.369831 286.754203 \r\nL 690.815051 287.607273 \r\nL 691.260272 287.005229 \r\nL 691.705492 284.597867 \r\nL 692.150712 280.753893 \r\nL 693.486372 273.830194 \r\nL 693.931593 258.198954 \r\nL 694.376813 257.799733 \r\nL 694.822033 258.978285 \r\nL 695.267253 261.199579 \r\nL 696.602914 261.210317 \r\nL 697.048134 262.335733 \r\nL 697.493354 264.673992 \r\nL 697.938574 265.987749 \r\nL 698.383794 266.322688 \r\nL 699.719455 266.485582 \r\nL 700.609895 265.321218 \r\nL 701.500335 264.791326 \r\nL 702.835996 263.465749 \r\nL 703.281216 262.450119 \r\nL 703.726436 262.255863 \r\nL 704.616877 261.575991 \r\nL 705.952537 261.49933 \r\nL 706.397757 261.008582 \r\nL 706.842977 260.762066 \r\nL 707.288198 259.189414 \r\nL 707.733418 256.339252 \r\nL 709.069078 251.212115 \r\nL 709.514298 248.86147 \r\nL 709.959519 248.874811 \r\nL 710.404739 249.046723 \r\nL 710.849959 249.372864 \r\nL 712.185619 249.402229 \r\nL 712.63084 249.587662 \r\nL 713.07606 250.359744 \r\nL 713.52128 250.690606 \r\nL 716.192601 251.094921 \r\nL 716.637821 249.523761 \r\nL 718.418702 248.809356 \r\nL 718.863922 250.030333 \r\nL 719.309142 251.928148 \r\nL 719.754362 254.560263 \r\nL 720.199582 253.801022 \r\nL 721.535243 253.623415 \r\nL 721.980463 252.302125 \r\nL 722.425683 251.51906 \r\nL 722.870903 249.865057 \r\nL 723.316124 248.817041 \r\nL 725.097004 245.686788 \r\nL 725.987445 240.102669 \r\nL 726.432665 238.502933 \r\nL 727.768325 237.504433 \r\nL 728.213545 236.174087 \r\nL 728.658766 234.369107 \r\nL 729.103986 233.596133 \r\nL 729.549206 234.746577 \r\nL 730.884866 236.048391 \r\nL 731.330087 235.5726 \r\nL 731.775307 235.539993 \r\nL 732.220527 235.740965 \r\nL 732.665747 236.530599 \r\nL 734.001408 236.606319 \r\nL 734.446628 236.438124 \r\nL 734.891848 235.892336 \r\nL 735.337068 233.544417 \r\nL 735.782288 232.327403 \r\nL 737.563169 229.449698 \r\nL 738.008389 227.140273 \r\nL 738.898829 217.969975 \r\nL 740.23449 214.517289 \r\nL 740.67971 211.972371 \r\nL 742.015371 206.393769 \r\nL 743.351031 206.399194 \r\nL 743.796251 206.108604 \r\nL 745.131912 206.187975 \r\nL 746.467572 206.796184 \r\nL 746.912792 207.466339 \r\nL 747.358013 207.297957 \r\nL 747.803233 206.952517 \r\nL 748.248453 205.973701 \r\nL 749.584113 205.729851 \r\nL 750.474554 205.203871 \r\nL 751.364994 198.011941 \r\nL 753.145875 195.774694 \r\nL 755.817196 195.060833 \r\nL 756.262416 194.042881 \r\nL 756.707636 193.550044 \r\nL 757.598076 190.443912 \r\nL 758.933737 189.798409 \r\nL 759.378957 189.820245 \r\nL 759.824177 190.102841 \r\nL 760.714618 189.233516 \r\nL 762.050278 188.925975 \r\nL 762.495498 188.308309 \r\nL 762.940718 188.463704 \r\nL 763.385939 188.31282 \r\nL 763.831159 187.639418 \r\nL 765.166819 186.546113 \r\nL 765.612039 186.576528 \r\nL 766.05726 185.984865 \r\nL 766.50248 184.79616 \r\nL 766.9477 184.220615 \r\nL 768.28336 183.778843 \r\nL 768.728581 183.048413 \r\nL 769.173801 183.006133 \r\nL 769.619021 182.74389 \r\nL 770.064241 185.751538 \r\nL 771.399902 186.922255 \r\nL 772.290342 190.204938 \r\nL 772.735562 191.213282 \r\nL 773.180782 191.093264 \r\nL 774.516443 190.077462 \r\nL 774.961663 190.079449 \r\nL 775.406883 192.593852 \r\nL 775.852103 194.079469 \r\nL 776.297323 198.723601 \r\nL 777.632984 200.345413 \r\nL 778.078204 203.041902 \r\nL 778.523424 209.234125 \r\nL 778.968644 209.4136 \r\nL 779.413865 209.87223 \r\nL 780.749525 209.885963 \r\nL 781.639965 211.00788 \r\nL 782.085186 211.926655 \r\nL 782.530406 211.922835 \r\nL 784.311286 212.086847 \r\nL 785.646947 210.3685 \r\nL 787.873048 210.141896 \r\nL 788.763488 206.045646 \r\nL 790.099149 200.82968 \r\nL 790.544369 196.795224 \r\nL 790.989589 190.005953 \r\nL 791.434809 170.311117 \r\nL 791.880029 168.085394 \r\nL 793.21569 166.993636 \r\nL 793.66091 164.721217 \r\nL 794.10613 164.317888 \r\nL 794.99657 164.851273 \r\nL 796.332231 164.550368 \r\nL 796.777451 164.235067 \r\nL 797.222671 164.282262 \r\nL 797.667891 165.370689 \r\nL 798.113112 165.566289 \r\nL 799.893992 166.02026 \r\nL 800.339212 166.944053 \r\nL 800.784433 167.243548 \r\nL 801.229653 167.371181 \r\nL 802.565313 167.409272 \r\nL 803.010533 165.850739 \r\nL 804.346194 162.703839 \r\nL 805.681854 160.954767 \r\nL 806.572295 157.514938 \r\nL 807.017515 156.161814 \r\nL 807.462735 155.170192 \r\nL 808.798396 153.822672 \r\nL 809.243616 151.166544 \r\nL 809.688836 147.682089 \r\nL 810.134056 146.305013 \r\nL 810.579276 146.386595 \r\nL 811.914937 145.387719 \r\nL 812.360157 145.403549 \r\nL 812.805377 146.137281 \r\nL 813.250597 146.287969 \r\nL 815.031478 146.177679 \r\nL 815.476698 146.013511 \r\nL 816.367138 146.148653 \r\nL 818.148019 146.320308 \r\nL 819.038459 147.472921 \r\nL 819.483679 147.917602 \r\nL 819.9289 148.548509 \r\nL 821.26456 149.251443 \r\nL 821.70978 151.179079 \r\nL 822.155 152.275823 \r\nL 823.045441 157.575691 \r\nL 824.381101 159.207221 \r\nL 825.271542 161.997226 \r\nL 826.161982 162.108332 \r\nL 827.942863 162.100739 \r\nL 828.388083 162.424888 \r\nL 828.833303 162.583369 \r\nL 829.278523 164.742361 \r\nL 830.614184 164.438834 \r\nL 831.504624 165.091696 \r\nL 831.949844 164.996701 \r\nL 832.395064 163.367916 \r\nL 835.066385 163.108589 \r\nL 835.511605 162.54454 \r\nL 836.847266 162.059434 \r\nL 837.737706 161.14971 \r\nL 838.182926 162.17372 \r\nL 838.628147 162.022145 \r\nL 839.963807 162.022361 \r\nL 840.409027 161.746648 \r\nL 840.854247 161.887293 \r\nL 841.744688 169.431221 \r\nL 843.080348 174.924185 \r\nL 843.970789 184.847515 \r\nL 844.416009 187.39651 \r\nL 844.861229 189.089547 \r\nL 846.196889 191.022382 \r\nL 846.64211 192.037332 \r\nL 847.53255 193.326759 \r\nL 847.97777 193.896414 \r\nL 849.313431 193.995828 \r\nL 850.203871 192.721092 \r\nL 850.649091 192.61053 \r\nL 851.094311 191.319824 \r\nL 852.429972 189.808697 \r\nL 852.875192 188.167192 \r\nL 853.320412 185.889673 \r\nL 853.765632 185.953945 \r\nL 854.210852 185.807497 \r\nL 855.546513 185.052566 \r\nL 855.991733 183.08252 \r\nL 856.436953 182.080726 \r\nL 856.882173 182.296166 \r\nL 857.327394 182.090517 \r\nL 858.663054 180.700382 \r\nL 859.108274 180.627987 \r\nL 859.553494 180.244578 \r\nL 859.998715 179.70091 \r\nL 860.443935 179.370119 \r\nL 861.779595 179.196421 \r\nL 862.224815 178.743813 \r\nL 862.670036 178.455114 \r\nL 865.341357 178.362059 \r\nL 866.677017 176.156041 \r\nL 868.012678 175.247678 \r\nL 868.903118 174.245515 \r\nL 869.793558 174.603283 \r\nL 871.129219 174.839065 \r\nL 871.574439 175.081449 \r\nL 872.464879 174.980481 \r\nL 872.910099 173.513083 \r\nL 874.24576 170.354564 \r\nL 874.69098 168.71643 \r\nL 875.1362 167.936256 \r\nL 876.026641 171.004831 \r\nL 877.807521 172.059466 \r\nL 879.143182 176.153058 \r\nL 879.143182 176.153058 \r\n\" style=\"fill:none;stroke:#d62728;stroke-linecap:square;stroke-width:1.5;\"/>\r\n   </g>\r\n   <g id=\"patch_3\">\r\n    <path d=\"M 26.925 300.96 \r\nL 26.925 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 919.725 300.96 \r\nL 919.725 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 26.925 300.96 \r\nL 919.725 300.96 \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 26.925 7.2 \r\nL 919.725 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 780.860937 73.9125 \r\nL 912.725 73.9125 \r\nQ 914.725 73.9125 914.725 71.9125 \r\nL 914.725 14.2 \r\nQ 914.725 12.2 912.725 12.2 \r\nL 780.860937 12.2 \r\nQ 778.860937 12.2 778.860937 14.2 \r\nL 778.860937 71.9125 \r\nQ 778.860937 73.9125 780.860937 73.9125 \r\nz\r\n\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n    </g>\r\n    <g id=\"line2d_19\">\r\n     <path d=\"M 782.860937 20.298437 \r\nL 802.860937 20.298437 \r\n\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n    </g>\r\n    <g id=\"line2d_20\"/>\r\n    <g id=\"text_16\">\r\n     <!-- Close -->\r\n     <g transform=\"translate(810.860937 23.798437)scale(0.1 -0.1)\">\r\n      <defs>\r\n       <path d=\"M 64.40625 67.28125 \r\nL 64.40625 56.890625 \r\nQ 59.421875 61.53125 53.78125 63.8125 \r\nQ 48.140625 66.109375 41.796875 66.109375 \r\nQ 29.296875 66.109375 22.65625 58.46875 \r\nQ 16.015625 50.828125 16.015625 36.375 \r\nQ 16.015625 21.96875 22.65625 14.328125 \r\nQ 29.296875 6.6875 41.796875 6.6875 \r\nQ 48.140625 6.6875 53.78125 8.984375 \r\nQ 59.421875 11.28125 64.40625 15.921875 \r\nL 64.40625 5.609375 \r\nQ 59.234375 2.09375 53.4375 0.328125 \r\nQ 47.65625 -1.421875 41.21875 -1.421875 \r\nQ 24.65625 -1.421875 15.125 8.703125 \r\nQ 5.609375 18.84375 5.609375 36.375 \r\nQ 5.609375 53.953125 15.125 64.078125 \r\nQ 24.65625 74.21875 41.21875 74.21875 \r\nQ 47.75 74.21875 53.53125 72.484375 \r\nQ 59.328125 70.75 64.40625 67.28125 \r\nz\r\n\" id=\"DejaVuSans-67\"/>\r\n       <path d=\"M 9.421875 75.984375 \r\nL 18.40625 75.984375 \r\nL 18.40625 0 \r\nL 9.421875 0 \r\nz\r\n\" id=\"DejaVuSans-108\"/>\r\n       <path d=\"M 30.609375 48.390625 \r\nQ 23.390625 48.390625 19.1875 42.75 \r\nQ 14.984375 37.109375 14.984375 27.296875 \r\nQ 14.984375 17.484375 19.15625 11.84375 \r\nQ 23.34375 6.203125 30.609375 6.203125 \r\nQ 37.796875 6.203125 41.984375 11.859375 \r\nQ 46.1875 17.53125 46.1875 27.296875 \r\nQ 46.1875 37.015625 41.984375 42.703125 \r\nQ 37.796875 48.390625 30.609375 48.390625 \r\nz\r\nM 30.609375 56 \r\nQ 42.328125 56 49.015625 48.375 \r\nQ 55.71875 40.765625 55.71875 27.296875 \r\nQ 55.71875 13.875 49.015625 6.21875 \r\nQ 42.328125 -1.421875 30.609375 -1.421875 \r\nQ 18.84375 -1.421875 12.171875 6.21875 \r\nQ 5.515625 13.875 5.515625 27.296875 \r\nQ 5.515625 40.765625 12.171875 48.375 \r\nQ 18.84375 56 30.609375 56 \r\nz\r\n\" id=\"DejaVuSans-111\"/>\r\n       <path d=\"M 44.28125 53.078125 \r\nL 44.28125 44.578125 \r\nQ 40.484375 46.53125 36.375 47.5 \r\nQ 32.28125 48.484375 27.875 48.484375 \r\nQ 21.1875 48.484375 17.84375 46.4375 \r\nQ 14.5 44.390625 14.5 40.28125 \r\nQ 14.5 37.15625 16.890625 35.375 \r\nQ 19.28125 33.59375 26.515625 31.984375 \r\nL 29.59375 31.296875 \r\nQ 39.15625 29.25 43.1875 25.515625 \r\nQ 47.21875 21.78125 47.21875 15.09375 \r\nQ 47.21875 7.46875 41.1875 3.015625 \r\nQ 35.15625 -1.421875 24.609375 -1.421875 \r\nQ 20.21875 -1.421875 15.453125 -0.5625 \r\nQ 10.6875 0.296875 5.421875 2 \r\nL 5.421875 11.28125 \r\nQ 10.40625 8.6875 15.234375 7.390625 \r\nQ 20.0625 6.109375 24.8125 6.109375 \r\nQ 31.15625 6.109375 34.5625 8.28125 \r\nQ 37.984375 10.453125 37.984375 14.40625 \r\nQ 37.984375 18.0625 35.515625 20.015625 \r\nQ 33.0625 21.96875 24.703125 23.78125 \r\nL 21.578125 24.515625 \r\nQ 13.234375 26.265625 9.515625 29.90625 \r\nQ 5.8125 33.546875 5.8125 39.890625 \r\nQ 5.8125 47.609375 11.28125 51.796875 \r\nQ 16.75 56 26.8125 56 \r\nQ 31.78125 56 36.171875 55.265625 \r\nQ 40.578125 54.546875 44.28125 53.078125 \r\nz\r\n\" id=\"DejaVuSans-115\"/>\r\n      </defs>\r\n      <use xlink:href=\"#DejaVuSans-67\"/>\r\n      <use x=\"69.824219\" xlink:href=\"#DejaVuSans-108\"/>\r\n      <use x=\"97.607422\" xlink:href=\"#DejaVuSans-111\"/>\r\n      <use x=\"158.789062\" xlink:href=\"#DejaVuSans-115\"/>\r\n      <use x=\"210.888672\" xlink:href=\"#DejaVuSans-101\"/>\r\n     </g>\r\n    </g>\r\n    <g id=\"line2d_21\">\r\n     <path d=\"M 782.860937 34.976562 \r\nL 802.860937 34.976562 \r\n\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;stroke-width:1.5;\"/>\r\n    </g>\r\n    <g id=\"line2d_22\"/>\r\n    <g id=\"text_17\">\r\n     <!-- Close: 30 Day Mean -->\r\n     <g transform=\"translate(810.860937 38.476562)scale(0.1 -0.1)\">\r\n      <defs>\r\n       <path d=\"M 11.71875 12.40625 \r\nL 22.015625 12.40625 \r\nL 22.015625 0 \r\nL 11.71875 0 \r\nz\r\nM 11.71875 51.703125 \r\nL 22.015625 51.703125 \r\nL 22.015625 39.3125 \r\nL 11.71875 39.3125 \r\nz\r\n\" id=\"DejaVuSans-58\"/>\r\n       <path id=\"DejaVuSans-32\"/>\r\n       <path d=\"M 32.171875 -5.078125 \r\nQ 28.375 -14.84375 24.75 -17.8125 \r\nQ 21.140625 -20.796875 15.09375 -20.796875 \r\nL 7.90625 -20.796875 \r\nL 7.90625 -13.28125 \r\nL 13.1875 -13.28125 \r\nQ 16.890625 -13.28125 18.9375 -11.515625 \r\nQ 21 -9.765625 23.484375 -3.21875 \r\nL 25.09375 0.875 \r\nL 2.984375 54.6875 \r\nL 12.5 54.6875 \r\nL 29.59375 11.921875 \r\nL 46.6875 54.6875 \r\nL 56.203125 54.6875 \r\nz\r\n\" id=\"DejaVuSans-121\"/>\r\n       <path d=\"M 9.8125 72.90625 \r\nL 24.515625 72.90625 \r\nL 43.109375 23.296875 \r\nL 61.8125 72.90625 \r\nL 76.515625 72.90625 \r\nL 76.515625 0 \r\nL 66.890625 0 \r\nL 66.890625 64.015625 \r\nL 48.09375 14.015625 \r\nL 38.1875 14.015625 \r\nL 19.390625 64.015625 \r\nL 19.390625 0 \r\nL 9.8125 0 \r\nz\r\n\" id=\"DejaVuSans-77\"/>\r\n       <path d=\"M 54.890625 33.015625 \r\nL 54.890625 0 \r\nL 45.90625 0 \r\nL 45.90625 32.71875 \r\nQ 45.90625 40.484375 42.875 44.328125 \r\nQ 39.84375 48.1875 33.796875 48.1875 \r\nQ 26.515625 48.1875 22.3125 43.546875 \r\nQ 18.109375 38.921875 18.109375 30.90625 \r\nL 18.109375 0 \r\nL 9.078125 0 \r\nL 9.078125 54.6875 \r\nL 18.109375 54.6875 \r\nL 18.109375 46.1875 \r\nQ 21.34375 51.125 25.703125 53.5625 \r\nQ 30.078125 56 35.796875 56 \r\nQ 45.21875 56 50.046875 50.171875 \r\nQ 54.890625 44.34375 54.890625 33.015625 \r\nz\r\n\" id=\"DejaVuSans-110\"/>\r\n      </defs>\r\n      <use xlink:href=\"#DejaVuSans-67\"/>\r\n      <use x=\"69.824219\" xlink:href=\"#DejaVuSans-108\"/>\r\n      <use x=\"97.607422\" xlink:href=\"#DejaVuSans-111\"/>\r\n      <use x=\"158.789062\" xlink:href=\"#DejaVuSans-115\"/>\r\n      <use x=\"210.888672\" xlink:href=\"#DejaVuSans-101\"/>\r\n      <use x=\"272.412109\" xlink:href=\"#DejaVuSans-58\"/>\r\n      <use x=\"306.103516\" xlink:href=\"#DejaVuSans-32\"/>\r\n      <use x=\"337.890625\" xlink:href=\"#DejaVuSans-51\"/>\r\n      <use x=\"401.513672\" xlink:href=\"#DejaVuSans-48\"/>\r\n      <use x=\"465.136719\" xlink:href=\"#DejaVuSans-32\"/>\r\n      <use x=\"496.923828\" xlink:href=\"#DejaVuSans-68\"/>\r\n      <use x=\"573.925781\" xlink:href=\"#DejaVuSans-97\"/>\r\n      <use x=\"635.205078\" xlink:href=\"#DejaVuSans-121\"/>\r\n      <use x=\"694.384766\" xlink:href=\"#DejaVuSans-32\"/>\r\n      <use x=\"726.171875\" xlink:href=\"#DejaVuSans-77\"/>\r\n      <use x=\"812.451172\" xlink:href=\"#DejaVuSans-101\"/>\r\n      <use x=\"873.974609\" xlink:href=\"#DejaVuSans-97\"/>\r\n      <use x=\"935.253906\" xlink:href=\"#DejaVuSans-110\"/>\r\n     </g>\r\n    </g>\r\n    <g id=\"line2d_23\">\r\n     <path d=\"M 782.860937 49.654687 \r\nL 802.860937 49.654687 \r\n\" style=\"fill:none;stroke:#2ca02c;stroke-linecap:square;stroke-width:1.5;\"/>\r\n    </g>\r\n    <g id=\"line2d_24\"/>\r\n    <g id=\"text_18\">\r\n     <!-- Upper -->\r\n     <g transform=\"translate(810.860937 53.154687)scale(0.1 -0.1)\">\r\n      <defs>\r\n       <path d=\"M 8.6875 72.90625 \r\nL 18.609375 72.90625 \r\nL 18.609375 28.609375 \r\nQ 18.609375 16.890625 22.84375 11.734375 \r\nQ 27.09375 6.59375 36.625 6.59375 \r\nQ 46.09375 6.59375 50.34375 11.734375 \r\nQ 54.59375 16.890625 54.59375 28.609375 \r\nL 54.59375 72.90625 \r\nL 64.5 72.90625 \r\nL 64.5 27.390625 \r\nQ 64.5 13.140625 57.4375 5.859375 \r\nQ 50.390625 -1.421875 36.625 -1.421875 \r\nQ 22.796875 -1.421875 15.734375 5.859375 \r\nQ 8.6875 13.140625 8.6875 27.390625 \r\nz\r\n\" id=\"DejaVuSans-85\"/>\r\n       <path d=\"M 18.109375 8.203125 \r\nL 18.109375 -20.796875 \r\nL 9.078125 -20.796875 \r\nL 9.078125 54.6875 \r\nL 18.109375 54.6875 \r\nL 18.109375 46.390625 \r\nQ 20.953125 51.265625 25.265625 53.625 \r\nQ 29.59375 56 35.59375 56 \r\nQ 45.5625 56 51.78125 48.09375 \r\nQ 58.015625 40.1875 58.015625 27.296875 \r\nQ 58.015625 14.40625 51.78125 6.484375 \r\nQ 45.5625 -1.421875 35.59375 -1.421875 \r\nQ 29.59375 -1.421875 25.265625 0.953125 \r\nQ 20.953125 3.328125 18.109375 8.203125 \r\nz\r\nM 48.6875 27.296875 \r\nQ 48.6875 37.203125 44.609375 42.84375 \r\nQ 40.53125 48.484375 33.40625 48.484375 \r\nQ 26.265625 48.484375 22.1875 42.84375 \r\nQ 18.109375 37.203125 18.109375 27.296875 \r\nQ 18.109375 17.390625 22.1875 11.75 \r\nQ 26.265625 6.109375 33.40625 6.109375 \r\nQ 40.53125 6.109375 44.609375 11.75 \r\nQ 48.6875 17.390625 48.6875 27.296875 \r\nz\r\n\" id=\"DejaVuSans-112\"/>\r\n       <path d=\"M 41.109375 46.296875 \r\nQ 39.59375 47.171875 37.8125 47.578125 \r\nQ 36.03125 48 33.890625 48 \r\nQ 26.265625 48 22.1875 43.046875 \r\nQ 18.109375 38.09375 18.109375 28.8125 \r\nL 18.109375 0 \r\nL 9.078125 0 \r\nL 9.078125 54.6875 \r\nL 18.109375 54.6875 \r\nL 18.109375 46.1875 \r\nQ 20.953125 51.171875 25.484375 53.578125 \r\nQ 30.03125 56 36.53125 56 \r\nQ 37.453125 56 38.578125 55.875 \r\nQ 39.703125 55.765625 41.0625 55.515625 \r\nz\r\n\" id=\"DejaVuSans-114\"/>\r\n      </defs>\r\n      <use xlink:href=\"#DejaVuSans-85\"/>\r\n      <use x=\"73.193359\" xlink:href=\"#DejaVuSans-112\"/>\r\n      <use x=\"136.669922\" xlink:href=\"#DejaVuSans-112\"/>\r\n      <use x=\"200.146484\" xlink:href=\"#DejaVuSans-101\"/>\r\n      <use x=\"261.669922\" xlink:href=\"#DejaVuSans-114\"/>\r\n     </g>\r\n    </g>\r\n    <g id=\"line2d_25\">\r\n     <path d=\"M 782.860937 64.332812 \r\nL 802.860937 64.332812 \r\n\" style=\"fill:none;stroke:#d62728;stroke-linecap:square;stroke-width:1.5;\"/>\r\n    </g>\r\n    <g id=\"line2d_26\"/>\r\n    <g id=\"text_19\">\r\n     <!-- Lower -->\r\n     <g transform=\"translate(810.860937 67.832812)scale(0.1 -0.1)\">\r\n      <defs>\r\n       <path d=\"M 9.8125 72.90625 \r\nL 19.671875 72.90625 \r\nL 19.671875 8.296875 \r\nL 55.171875 8.296875 \r\nL 55.171875 0 \r\nL 9.8125 0 \r\nz\r\n\" id=\"DejaVuSans-76\"/>\r\n       <path d=\"M 4.203125 54.6875 \r\nL 13.1875 54.6875 \r\nL 24.421875 12.015625 \r\nL 35.59375 54.6875 \r\nL 46.1875 54.6875 \r\nL 57.421875 12.015625 \r\nL 68.609375 54.6875 \r\nL 77.59375 54.6875 \r\nL 63.28125 0 \r\nL 52.6875 0 \r\nL 40.921875 44.828125 \r\nL 29.109375 0 \r\nL 18.5 0 \r\nz\r\n\" id=\"DejaVuSans-119\"/>\r\n      </defs>\r\n      <use xlink:href=\"#DejaVuSans-76\"/>\r\n      <use x=\"53.962891\" xlink:href=\"#DejaVuSans-111\"/>\r\n      <use x=\"115.144531\" xlink:href=\"#DejaVuSans-119\"/>\r\n      <use x=\"196.931641\" xlink:href=\"#DejaVuSans-101\"/>\r\n      <use x=\"258.455078\" 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=\"pa1e6020d26\">\r\n   <rect height=\"293.76\" width=\"892.8\" x=\"26.925\" y=\"7.2\"/>\r\n  </clipPath>\r\n </defs>\r\n</svg>\r\n",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "source": [
    "df['Close: 30 Day Mean'] = df['Close'].rolling(window=20).mean()\n",
    "df['Upper'] = df['Close: 30 Day Mean'] + 2*df['Close'].rolling(window=20).std()\n",
    "df['Lower'] = df['Close: 30 Day Mean'] - 2*df['Close'].rolling(window=20).std()\n",
    "df[['Close','Close: 30 Day Mean','Upper','Lower']].plot(figsize=(16,6))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Pour les opérations d'expansion, il n'est pas très utile de visualiser cela par rapport aux données quotidiennes, mais c'est plutôt un bon moyen d'avoir une idée de la \"stabilité\" d'un titre. Cette idée de stabilité et de volatilité est quelque chose que nous allons explorer en profondeur dans le prochain projet, alors c'est parti !"
   ]
  }
 ],
 "metadata": {
  "anaconda-cloud": {},
  "kernelspec": {
   "name": "python3",
   "display_name": "Python 3.7.9 64-bit ('pyfinance': conda)",
   "metadata": {
    "interpreter": {
     "hash": "e89404a230d8800c54ad520c7b67d1bd9bb833a07b37dd3e521a178a3dc34904"
    }
   }
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.9-final"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}