zuma/wyk/2a_Regresja_logistyczna.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "### Uczenie maszynowe\n",
    "# 2a. Regresja logistyczna"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "source": [
    "Wbrew nazwie, *regresja* logistyczna jest algorytmem służącym do rozwiązywania problemów *klasyfikacji* (wcale nie problemów *regresji*!)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## 2a.1. Dwuklasowa regresja logistyczna"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "Zacznijmy od najprostszego przypadku: chcemy nasze dane przypisać do jednej z **dwóch** klas.\n",
    "W tym celu użyjemy regresji logistycznej **dwuklasowej**."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "source": [
    "<img style=\"float: right;\" src=\"https://upload.wikimedia.org/wikipedia/commons/thumb/5/56/Kosaciec_szczecinkowaty_Iris_setosa.jpg/450px-Kosaciec_szczecinkowaty_Iris_setosa.jpg\">\n",
    "\n",
    "### Przykład: kosaciec szczecinkowy (*Iris setosa*)\n",
    "\n",
    "Mamy dane dotyczące długości płatków i chcielibyśmy na tej podstawie określić, czy jest to roślina z gatunku *Iris setosa*"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "slideshow": {
     "slide_type": "notes"
    }
   },
   "outputs": [],
   "source": [
    "# Przydatne importy\n",
    "\n",
    "import numpy as np\n",
    "import matplotlib\n",
    "import matplotlib.pyplot as pl\n",
    "import pandas\n",
    "import ipywidgets as widgets\n",
    "\n",
    "%matplotlib inline\n",
    "%config InlineBackend.figure_format = 'svg'\n",
    "\n",
    "from IPython.display import display, Math, Latex\n",
    "\n",
    "# Przydatne funkcje\n",
    "\n",
    "# Wyświetlanie macierzy w LaTeX-u\n",
    "def LatexMatrix(matrix):\n",
    "    ltx = r'\\left[\\begin{array}'\n",
    "    m, n = matrix.shape\n",
    "    ltx += '{' + (\"r\" * n) + '}'\n",
    "    for i in range(m):\n",
    "        ltx += r\" & \".join([('%.4f' % j.item()) for j in matrix[i]]) + r\" \\\\ \"\n",
    "    ltx += r'\\end{array}\\right]'\n",
    "    return ltx\n",
    "\n",
    "# Hipoteza (wersja macierzowa)\n",
    "def hMx(theta, X):\n",
    "    return X * theta\n",
    "\n",
    "# Wykres danych (wersja macierzowa)\n",
    "def regdotsMx(X, y, xlabel, ylabel):    \n",
    "    fig = pl.figure(figsize=(16*.6, 9*.6))\n",
    "    ax = fig.add_subplot(111)\n",
    "    fig.subplots_adjust(left=0.1, right=0.9, bottom=0.1, top=0.9)\n",
    "    ax.scatter([X[:, 1]], [y], c='r', s=50, label='Dane')\n",
    "    \n",
    "    ax.set_xlabel(xlabel)\n",
    "    ax.set_ylabel(ylabel)\n",
    "    ax.margins(.05, .05)\n",
    "    pl.ylim(y.min() - 1, y.max() + 1)\n",
    "    pl.xlim(np.min(X[:, 1]) - 1, np.max(X[:, 1]) + 1)\n",
    "    return fig\n",
    "\n",
    "# Wykres krzywej regresji (wersja macierzowa)\n",
    "def reglineMx(fig, fun, theta, X):\n",
    "    ax = fig.axes[0]\n",
    "    x0 = np.min(X[:, 1]) - 1.0\n",
    "    x1 = np.max(X[:, 1]) + 1.0\n",
    "    L = [x0, x1]\n",
    "    LX = np.matrix([1, x0, 1, x1]).reshape(2, 2)\n",
    "    ax.plot(L, fun(theta, LX), linewidth='2',\n",
    "            label=(r'$y={theta0:.2}{op}{theta1:.2}x$'.format(\n",
    "                theta0=float(theta[0][0]),\n",
    "                theta1=(float(theta[1][0]) if theta[1][0] >= 0 else float(-theta[1][0])),\n",
    "                op='+' if theta[1][0] >= 0 else '-')))\n",
    "\n",
    "# Legenda wykresu\n",
    "def legend(fig):\n",
    "    ax = fig.axes[0]\n",
    "    handles, labels = ax.get_legend_handles_labels()\n",
    "    # try-except block is a fix for a bug in Poly3DCollection\n",
    "    try:\n",
    "        fig.legend(handles, labels, fontsize='15', loc='lower right')\n",
    "    except AttributeError:\n",
    "        pass\n",
    "\n",
    "# Wersja macierzowa funkcji kosztu\n",
    "def JMx(theta,X,y):\n",
    "    m = len(y)\n",
    "    J = 1.0 / (2.0 * m) * ((X * theta - y).T * ( X * theta - y))\n",
    "    return J.item()\n",
    "\n",
    "# Wersja macierzowa gradientu funkcji kosztu\n",
    "def dJMx(theta,X,y):\n",
    "    return 1.0 / len(y) * (X.T * (X * theta - y)) \n",
    "\n",
    "# Implementacja algorytmu gradientu prostego za pomocą numpy i macierzy\n",
    "def GDMx(fJ, fdJ, theta, X, y, alpha=0.1, eps=10**-3):\n",
    "    current_cost = fJ(theta, X, y)\n",
    "    logs = [[current_cost, theta]]\n",
    "    while True:\n",
    "        theta = theta - alpha * fdJ(theta, X, y) # implementacja wzoru\n",
    "        current_cost, prev_cost = fJ(theta, X, y), current_cost\n",
    "        if current_cost > 10000:\n",
    "            break\n",
    "        if abs(prev_cost - current_cost) <= eps:\n",
    "            break\n",
    "        logs.append([current_cost, theta]) \n",
    "    return theta, logs\n",
    "\n",
    "thetaStartMx = np.matrix([0, 0]).reshape(2, 1)\n",
    "\n",
    "# Funkcja, która rysuje próg\n",
    "def threshold(fig, theta):\n",
    "    x_thr = (0.5 - theta.item(0)) / theta.item(1)\n",
    "    ax = fig.axes[0]\n",
    "    ax.plot([x_thr, x_thr], [-1, 2],\n",
    "            color='orange', linestyle='dashed',\n",
    "            label=u'próg: $x={:.2F}$'.format(x_thr))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "    sl   sw   pl   pw          Gatunek\n",
      "0  5.2  3.4  1.4  0.2      Iris-setosa\n",
      "1  5.1  3.7  1.5  0.4      Iris-setosa\n",
      "2  6.7  3.1  5.6  2.4   Iris-virginica\n",
      "3  6.5  3.2  5.1  2.0   Iris-virginica\n",
      "4  4.9  2.5  4.5  1.7   Iris-virginica\n",
      "5  6.0  2.7  5.1  1.6  Iris-versicolor\n"
     ]
    }
   ],
   "source": [
    "# Wczytanie danych\n",
    "\n",
    "data_iris = pandas.read_csv('iris.csv')\n",
    "print(data_iris[:6])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "   dł. płatka  Iris setosa?\n",
      "0         1.4             1\n",
      "1         1.5             1\n",
      "2         5.6             0\n",
      "3         5.1             0\n",
      "4         4.5             0\n",
      "5         5.1             0\n"
     ]
    }
   ],
   "source": [
    "data_iris_setosa = pandas.DataFrame()\n",
    "data_iris_setosa['dł. płatka'] = data_iris['pl']  # \"pl\" oznacza \"petal length\"\n",
    "data_iris_setosa['Iris setosa?'] = data_iris['Gatunek'].apply(lambda x: 1 if x=='Iris-setosa' else 0)\n",
    "print(data_iris_setosa[:6])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "source": [
    "Czy możemy tu zastosować regresję liniową?\n",
    "\n",
    "Spróbujmy:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "slideshow": {
     "slide_type": "skip"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(150, 2)\n"
     ]
    }
   ],
   "source": [
    "print(data_iris_setosa.values.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "slideshow": {
     "slide_type": "notes"
    }
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "\n",
    "m, n_plus_1 = data_iris_setosa.values.shape\n",
    "n = n_plus_1 - 1\n",
    "Xn = data_iris_setosa.values[:, 0:n].reshape(m, n)\n",
    "\n",
    "XMx3 = np.matrix(np.concatenate((np.ones((m, 1)), Xn), axis=1)).reshape(m, n_plus_1)\n",
    "yMx3 = np.matrix(data_iris_setosa.values[:, 1]).reshape(m, 1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "data": {
      "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=\"360.619219pt\" version=\"1.1\" viewBox=\"0 0 673.940937 360.619219\" width=\"673.940937pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">\r\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
       "  </style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 360.619219 \r\n",
       "L 673.940937 360.619219 \r\n",
       "L 673.940937 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 52.160938 322.039219 \r\n",
       "L 605.120937 322.039219 \r\n",
       "L 605.120937 10.999219 \r\n",
       "L 52.160938 10.999219 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_1\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 3.535534 \r\n",
       "C 0.937635 3.535534 1.836992 3.163008 2.5 2.5 \r\n",
       "C 3.163008 1.836992 3.535534 0.937635 3.535534 0 \r\n",
       "C 3.535534 -0.937635 3.163008 -1.836992 2.5 -2.5 \r\n",
       "C 1.836992 -3.163008 0.937635 -3.535534 0 -3.535534 \r\n",
       "C -0.937635 -3.535534 -1.836992 -3.163008 -2.5 -2.5 \r\n",
       "C -3.163008 -1.836992 -3.535534 -0.937635 -3.535534 0 \r\n",
       "C -3.535534 0.937635 -3.163008 1.836992 -2.5 2.5 \r\n",
       "C -1.836992 3.163008 -0.937635 3.535534 0 3.535534 \r\n",
       "z\r\n",
       "\" id=\"m0bc65ab66a\" style=\"stroke:#ff0000;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p5637a745cd)\">\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"444.132583\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"409.135115\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"367.138153\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"409.135115\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"297.143216\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"297.143216\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"451.132077\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"395.136127\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"185.151317\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"409.135115\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"458.13157\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"143.154355\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"143.154355\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"143.154355\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"521.127013\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"388.136634\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"402.135621\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"479.130051\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"136.154862\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"360.138659\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"381.13714\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"346.139672\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"325.141191\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"381.13714\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"367.138153\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"304.14271\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"332.140684\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"311.142203\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"143.154355\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"360.138659\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"500.128532\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"339.140178\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"339.140178\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"374.137646\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"381.13714\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"185.151317\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"164.152836\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"360.138659\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"388.136634\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"395.136127\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"381.13714\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"164.152836\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"423.134102\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"423.134102\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"367.138153\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"332.140684\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"164.152836\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"171.15233\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"444.132583\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"381.13714\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"367.138153\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"332.140684\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"388.136634\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"353.139165\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"339.140178\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"283.144229\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"402.135621\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"164.152836\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"346.139672\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"122.155874\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"164.152836\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"164.152836\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"367.138153\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"409.135115\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"325.141191\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"388.136634\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"479.130051\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"430.133596\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"353.139165\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"437.133089\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"409.135115\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"451.132077\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"444.132583\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"143.154355\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"318.141697\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"479.130051\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"458.13157\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"374.137646\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"367.138153\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"395.136127\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"409.135115\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"143.154355\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"416.134608\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"409.135115\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"437.133089\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"493.129039\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"465.131064\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"409.135115\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"444.132583\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"171.15233\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"367.138153\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"262.145748\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"444.132583\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"472.130558\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"171.15233\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"332.140684\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"521.127013\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"346.139672\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"416.134608\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"360.138659\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"367.138153\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"171.15233\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"444.132583\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"283.144229\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"402.135621\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"402.135621\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"395.136127\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"535.126001\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"346.139672\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"514.12752\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"164.152836\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"395.136127\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"143.154355\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"465.131064\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"472.130558\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"325.141191\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"332.140684\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"374.137646\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"129.155368\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"437.133089\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"136.154862\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#m0bc65ab66a\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"458.13157\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"430.133596\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"451.132077\" xlink:href=\"#m0bc65ab66a\" y=\"218.359219\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"m06e81c6699\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"52.160938\" xlink:href=\"#m06e81c6699\" y=\"322.039219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 31.78125 66.40625 \r\n",
       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
       "Q 16.5 51.421875 16.5 36.375 \r\n",
       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
       "Q 47.125 21.390625 47.125 36.375 \r\n",
       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
       "z\r\n",
       "M 31.78125 74.21875 \r\n",
       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-48\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(48.979688 336.637656)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"122.155874\" xlink:href=\"#m06e81c6699\" y=\"322.039219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 1 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 12.40625 8.296875 \r\n",
       "L 28.515625 8.296875 \r\n",
       "L 28.515625 63.921875 \r\n",
       "L 10.984375 60.40625 \r\n",
       "L 10.984375 69.390625 \r\n",
       "L 28.421875 72.90625 \r\n",
       "L 38.28125 72.90625 \r\n",
       "L 38.28125 8.296875 \r\n",
       "L 54.390625 8.296875 \r\n",
       "L 54.390625 0 \r\n",
       "L 12.40625 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-49\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(118.974624 336.637656)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\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=\"192.150811\" xlink:href=\"#m06e81c6699\" y=\"322.039219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 2 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 19.1875 8.296875 \r\n",
       "L 53.609375 8.296875 \r\n",
       "L 53.609375 0 \r\n",
       "L 7.328125 0 \r\n",
       "L 7.328125 8.296875 \r\n",
       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
       "L 7.8125 69.390625 \r\n",
       "Q 13.765625 71.78125 18.9375 73 \r\n",
       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-50\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(188.969561 336.637656)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"262.145748\" xlink:href=\"#m06e81c6699\" y=\"322.039219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 3 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 40.578125 39.3125 \r\n",
       "Q 47.65625 37.796875 51.625 33 \r\n",
       "Q 55.609375 28.21875 55.609375 21.1875 \r\n",
       "Q 55.609375 10.40625 48.1875 4.484375 \r\n",
       "Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
       "Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
       "Q 12.796875 0.390625 7.625 2.203125 \r\n",
       "L 7.625 11.71875 \r\n",
       "Q 11.71875 9.328125 16.59375 8.109375 \r\n",
       "Q 21.484375 6.890625 26.8125 6.890625 \r\n",
       "Q 36.078125 6.890625 40.9375 10.546875 \r\n",
       "Q 45.796875 14.203125 45.796875 21.1875 \r\n",
       "Q 45.796875 27.640625 41.28125 31.265625 \r\n",
       "Q 36.765625 34.90625 28.71875 34.90625 \r\n",
       "L 20.21875 34.90625 \r\n",
       "L 20.21875 43.015625 \r\n",
       "L 29.109375 43.015625 \r\n",
       "Q 36.375 43.015625 40.234375 45.921875 \r\n",
       "Q 44.09375 48.828125 44.09375 54.296875 \r\n",
       "Q 44.09375 59.90625 40.109375 62.90625 \r\n",
       "Q 36.140625 65.921875 28.71875 65.921875 \r\n",
       "Q 24.65625 65.921875 20.015625 65.03125 \r\n",
       "Q 15.375 64.15625 9.8125 62.3125 \r\n",
       "L 9.8125 71.09375 \r\n",
       "Q 15.4375 72.65625 20.34375 73.4375 \r\n",
       "Q 25.25 74.21875 29.59375 74.21875 \r\n",
       "Q 40.828125 74.21875 47.359375 69.109375 \r\n",
       "Q 53.90625 64.015625 53.90625 55.328125 \r\n",
       "Q 53.90625 49.265625 50.4375 45.09375 \r\n",
       "Q 46.96875 40.921875 40.578125 39.3125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-51\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(258.964498 336.637656)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-51\"/>\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=\"332.140684\" xlink:href=\"#m06e81c6699\" y=\"322.039219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 4 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 37.796875 64.3125 \r\n",
       "L 12.890625 25.390625 \r\n",
       "L 37.796875 25.390625 \r\n",
       "z\r\n",
       "M 35.203125 72.90625 \r\n",
       "L 47.609375 72.90625 \r\n",
       "L 47.609375 25.390625 \r\n",
       "L 58.015625 25.390625 \r\n",
       "L 58.015625 17.1875 \r\n",
       "L 47.609375 17.1875 \r\n",
       "L 47.609375 0 \r\n",
       "L 37.796875 0 \r\n",
       "L 37.796875 17.1875 \r\n",
       "L 4.890625 17.1875 \r\n",
       "L 4.890625 26.703125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-52\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(328.959434 336.637656)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_6\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"402.135621\" xlink:href=\"#m06e81c6699\" y=\"322.039219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 5 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 10.796875 72.90625 \r\n",
       "L 49.515625 72.90625 \r\n",
       "L 49.515625 64.59375 \r\n",
       "L 19.828125 64.59375 \r\n",
       "L 19.828125 46.734375 \r\n",
       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
       "Q 40.625 48.1875 47.75 41.5 \r\n",
       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
       "L 7.71875 11.625 \r\n",
       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
       "Q 45.015625 31 40.078125 35.4375 \r\n",
       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-53\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(398.954371 336.637656)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_7\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"472.130558\" xlink:href=\"#m06e81c6699\" y=\"322.039219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 6 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 33.015625 40.375 \r\n",
       "Q 26.375 40.375 22.484375 35.828125 \r\n",
       "Q 18.609375 31.296875 18.609375 23.390625 \r\n",
       "Q 18.609375 15.53125 22.484375 10.953125 \r\n",
       "Q 26.375 6.390625 33.015625 6.390625 \r\n",
       "Q 39.65625 6.390625 43.53125 10.953125 \r\n",
       "Q 47.40625 15.53125 47.40625 23.390625 \r\n",
       "Q 47.40625 31.296875 43.53125 35.828125 \r\n",
       "Q 39.65625 40.375 33.015625 40.375 \r\n",
       "z\r\n",
       "M 52.59375 71.296875 \r\n",
       "L 52.59375 62.3125 \r\n",
       "Q 48.875 64.0625 45.09375 64.984375 \r\n",
       "Q 41.3125 65.921875 37.59375 65.921875 \r\n",
       "Q 27.828125 65.921875 22.671875 59.328125 \r\n",
       "Q 17.53125 52.734375 16.796875 39.40625 \r\n",
       "Q 19.671875 43.65625 24.015625 45.921875 \r\n",
       "Q 28.375 48.1875 33.59375 48.1875 \r\n",
       "Q 44.578125 48.1875 50.953125 41.515625 \r\n",
       "Q 57.328125 34.859375 57.328125 23.390625 \r\n",
       "Q 57.328125 12.15625 50.6875 5.359375 \r\n",
       "Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
       "Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
       "Q 6.984375 17.96875 6.984375 36.375 \r\n",
       "Q 6.984375 53.65625 15.1875 63.9375 \r\n",
       "Q 23.390625 74.21875 37.203125 74.21875 \r\n",
       "Q 40.921875 74.21875 44.703125 73.484375 \r\n",
       "Q 48.484375 72.75 52.59375 71.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-54\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(468.949308 336.637656)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_8\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"542.125494\" xlink:href=\"#m06e81c6699\" y=\"322.039219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 7 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 8.203125 72.90625 \r\n",
       "L 55.078125 72.90625 \r\n",
       "L 55.078125 68.703125 \r\n",
       "L 28.609375 0 \r\n",
       "L 18.3125 0 \r\n",
       "L 43.21875 64.59375 \r\n",
       "L 8.203125 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-55\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(538.944244 336.637656)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_9\">\r\n",
       "     <!-- x -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 54.890625 54.6875 \r\n",
       "L 35.109375 28.078125 \r\n",
       "L 55.90625 0 \r\n",
       "L 45.3125 0 \r\n",
       "L 29.390625 21.484375 \r\n",
       "L 13.484375 0 \r\n",
       "L 2.875 0 \r\n",
       "L 24.125 28.609375 \r\n",
       "L 4.6875 54.6875 \r\n",
       "L 15.28125 54.6875 \r\n",
       "L 29.78125 35.203125 \r\n",
       "L 44.28125 54.6875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-120\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(325.681562 350.315781)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-120\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"m4f50c30c91\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"52.160938\" xlink:href=\"#m4f50c30c91\" y=\"322.039219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- −1.0 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 10.59375 35.5 \r\n",
       "L 73.1875 35.5 \r\n",
       "L 73.1875 27.203125 \r\n",
       "L 10.59375 27.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-8722\"/>\r\n",
       "       <path d=\"M 10.6875 12.40625 \r\n",
       "L 21 12.40625 \r\n",
       "L 21 0 \r\n",
       "L 10.6875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-46\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 325.838437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"52.160938\" xlink:href=\"#m4f50c30c91\" y=\"270.199219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- −0.5 -->\r\n",
       "      <g transform=\"translate(20.878125 273.998437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_11\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"52.160938\" xlink:href=\"#m4f50c30c91\" y=\"218.359219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_12\">\r\n",
       "      <!-- 0.0 -->\r\n",
       "      <g transform=\"translate(29.257813 222.158437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_12\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"52.160938\" xlink:href=\"#m4f50c30c91\" y=\"166.519219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_13\">\r\n",
       "      <!-- 0.5 -->\r\n",
       "      <g transform=\"translate(29.257813 170.318437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_13\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"52.160938\" xlink:href=\"#m4f50c30c91\" y=\"114.679219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_14\">\r\n",
       "      <!-- 1.0 -->\r\n",
       "      <g transform=\"translate(29.257813 118.478438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_14\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"52.160938\" xlink:href=\"#m4f50c30c91\" y=\"62.839219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_15\">\r\n",
       "      <!-- 1.5 -->\r\n",
       "      <g transform=\"translate(29.257813 66.638438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_7\">\r\n",
       "     <g id=\"line2d_15\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"52.160938\" xlink:href=\"#m4f50c30c91\" y=\"10.999219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_16\">\r\n",
       "      <!-- 2.0 -->\r\n",
       "      <g transform=\"translate(29.257813 14.798438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_17\">\r\n",
       "     <!-- Iris setosa? -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 9.8125 72.90625 \r\n",
       "L 19.671875 72.90625 \r\n",
       "L 19.671875 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-73\"/>\r\n",
       "      <path d=\"M 41.109375 46.296875 \r\n",
       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
       "Q 36.03125 48 33.890625 48 \r\n",
       "Q 26.265625 48 22.1875 43.046875 \r\n",
       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
       "Q 30.03125 56 36.53125 56 \r\n",
       "Q 37.453125 56 38.578125 55.875 \r\n",
       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-114\"/>\r\n",
       "      <path d=\"M 9.421875 54.6875 \r\n",
       "L 18.40625 54.6875 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 64.59375 \r\n",
       "L 9.421875 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-105\"/>\r\n",
       "      <path d=\"M 44.28125 53.078125 \r\n",
       "L 44.28125 44.578125 \r\n",
       "Q 40.484375 46.53125 36.375 47.5 \r\n",
       "Q 32.28125 48.484375 27.875 48.484375 \r\n",
       "Q 21.1875 48.484375 17.84375 46.4375 \r\n",
       "Q 14.5 44.390625 14.5 40.28125 \r\n",
       "Q 14.5 37.15625 16.890625 35.375 \r\n",
       "Q 19.28125 33.59375 26.515625 31.984375 \r\n",
       "L 29.59375 31.296875 \r\n",
       "Q 39.15625 29.25 43.1875 25.515625 \r\n",
       "Q 47.21875 21.78125 47.21875 15.09375 \r\n",
       "Q 47.21875 7.46875 41.1875 3.015625 \r\n",
       "Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
       "Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
       "Q 10.6875 0.296875 5.421875 2 \r\n",
       "L 5.421875 11.28125 \r\n",
       "Q 10.40625 8.6875 15.234375 7.390625 \r\n",
       "Q 20.0625 6.109375 24.8125 6.109375 \r\n",
       "Q 31.15625 6.109375 34.5625 8.28125 \r\n",
       "Q 37.984375 10.453125 37.984375 14.40625 \r\n",
       "Q 37.984375 18.0625 35.515625 20.015625 \r\n",
       "Q 33.0625 21.96875 24.703125 23.78125 \r\n",
       "L 21.578125 24.515625 \r\n",
       "Q 13.234375 26.265625 9.515625 29.90625 \r\n",
       "Q 5.8125 33.546875 5.8125 39.890625 \r\n",
       "Q 5.8125 47.609375 11.28125 51.796875 \r\n",
       "Q 16.75 56 26.8125 56 \r\n",
       "Q 31.78125 56 36.171875 55.265625 \r\n",
       "Q 40.578125 54.546875 44.28125 53.078125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-115\"/>\r\n",
       "      <path id=\"DejaVuSans-32\"/>\r\n",
       "      <path d=\"M 56.203125 29.59375 \r\n",
       "L 56.203125 25.203125 \r\n",
       "L 14.890625 25.203125 \r\n",
       "Q 15.484375 15.921875 20.484375 11.0625 \r\n",
       "Q 25.484375 6.203125 34.421875 6.203125 \r\n",
       "Q 39.59375 6.203125 44.453125 7.46875 \r\n",
       "Q 49.3125 8.734375 54.109375 11.28125 \r\n",
       "L 54.109375 2.78125 \r\n",
       "Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
       "Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
       "Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
       "Q 5.515625 13.8125 5.515625 26.8125 \r\n",
       "Q 5.515625 40.234375 12.765625 48.109375 \r\n",
       "Q 20.015625 56 32.328125 56 \r\n",
       "Q 43.359375 56 49.78125 48.890625 \r\n",
       "Q 56.203125 41.796875 56.203125 29.59375 \r\n",
       "z\r\n",
       "M 47.21875 32.234375 \r\n",
       "Q 47.125 39.59375 43.09375 43.984375 \r\n",
       "Q 39.0625 48.390625 32.421875 48.390625 \r\n",
       "Q 24.90625 48.390625 20.390625 44.140625 \r\n",
       "Q 15.875 39.890625 15.1875 32.171875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-101\"/>\r\n",
       "      <path d=\"M 18.3125 70.21875 \r\n",
       "L 18.3125 54.6875 \r\n",
       "L 36.8125 54.6875 \r\n",
       "L 36.8125 47.703125 \r\n",
       "L 18.3125 47.703125 \r\n",
       "L 18.3125 18.015625 \r\n",
       "Q 18.3125 11.328125 20.140625 9.421875 \r\n",
       "Q 21.96875 7.515625 27.59375 7.515625 \r\n",
       "L 36.8125 7.515625 \r\n",
       "L 36.8125 0 \r\n",
       "L 27.59375 0 \r\n",
       "Q 17.1875 0 13.234375 3.875 \r\n",
       "Q 9.28125 7.765625 9.28125 18.015625 \r\n",
       "L 9.28125 47.703125 \r\n",
       "L 2.6875 47.703125 \r\n",
       "L 2.6875 54.6875 \r\n",
       "L 9.28125 54.6875 \r\n",
       "L 9.28125 70.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-116\"/>\r\n",
       "      <path d=\"M 30.609375 48.390625 \r\n",
       "Q 23.390625 48.390625 19.1875 42.75 \r\n",
       "Q 14.984375 37.109375 14.984375 27.296875 \r\n",
       "Q 14.984375 17.484375 19.15625 11.84375 \r\n",
       "Q 23.34375 6.203125 30.609375 6.203125 \r\n",
       "Q 37.796875 6.203125 41.984375 11.859375 \r\n",
       "Q 46.1875 17.53125 46.1875 27.296875 \r\n",
       "Q 46.1875 37.015625 41.984375 42.703125 \r\n",
       "Q 37.796875 48.390625 30.609375 48.390625 \r\n",
       "z\r\n",
       "M 30.609375 56 \r\n",
       "Q 42.328125 56 49.015625 48.375 \r\n",
       "Q 55.71875 40.765625 55.71875 27.296875 \r\n",
       "Q 55.71875 13.875 49.015625 6.21875 \r\n",
       "Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
       "Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
       "Q 5.515625 13.875 5.515625 27.296875 \r\n",
       "Q 5.515625 40.765625 12.171875 48.375 \r\n",
       "Q 18.84375 56 30.609375 56 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-111\"/>\r\n",
       "      <path d=\"M 34.28125 27.484375 \r\n",
       "Q 23.390625 27.484375 19.1875 25 \r\n",
       "Q 14.984375 22.515625 14.984375 16.5 \r\n",
       "Q 14.984375 11.71875 18.140625 8.90625 \r\n",
       "Q 21.296875 6.109375 26.703125 6.109375 \r\n",
       "Q 34.1875 6.109375 38.703125 11.40625 \r\n",
       "Q 43.21875 16.703125 43.21875 25.484375 \r\n",
       "L 43.21875 27.484375 \r\n",
       "z\r\n",
       "M 52.203125 31.203125 \r\n",
       "L 52.203125 0 \r\n",
       "L 43.21875 0 \r\n",
       "L 43.21875 8.296875 \r\n",
       "Q 40.140625 3.328125 35.546875 0.953125 \r\n",
       "Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
       "Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
       "Q 6 8.015625 6 15.921875 \r\n",
       "Q 6 25.140625 12.171875 29.828125 \r\n",
       "Q 18.359375 34.515625 30.609375 34.515625 \r\n",
       "L 43.21875 34.515625 \r\n",
       "L 43.21875 35.40625 \r\n",
       "Q 43.21875 41.609375 39.140625 45 \r\n",
       "Q 35.0625 48.390625 27.6875 48.390625 \r\n",
       "Q 23 48.390625 18.546875 47.265625 \r\n",
       "Q 14.109375 46.140625 10.015625 43.890625 \r\n",
       "L 10.015625 52.203125 \r\n",
       "Q 14.9375 54.109375 19.578125 55.046875 \r\n",
       "Q 24.21875 56 28.609375 56 \r\n",
       "Q 40.484375 56 46.34375 49.84375 \r\n",
       "Q 52.203125 43.703125 52.203125 31.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-97\"/>\r\n",
       "      <path d=\"M 19.09375 12.40625 \r\n",
       "L 29 12.40625 \r\n",
       "L 29 0 \r\n",
       "L 19.09375 0 \r\n",
       "z\r\n",
       "M 28.71875 19.578125 \r\n",
       "L 19.390625 19.578125 \r\n",
       "L 19.390625 27.09375 \r\n",
       "Q 19.390625 32.03125 20.75 35.203125 \r\n",
       "Q 22.125 38.375 26.515625 42.578125 \r\n",
       "L 30.90625 46.921875 \r\n",
       "Q 33.6875 49.515625 34.9375 51.8125 \r\n",
       "Q 36.1875 54.109375 36.1875 56.5 \r\n",
       "Q 36.1875 60.84375 32.984375 63.53125 \r\n",
       "Q 29.78125 66.21875 24.515625 66.21875 \r\n",
       "Q 20.65625 66.21875 16.28125 64.5 \r\n",
       "Q 11.921875 62.796875 7.171875 59.515625 \r\n",
       "L 7.171875 68.703125 \r\n",
       "Q 11.765625 71.484375 16.46875 72.84375 \r\n",
       "Q 21.1875 74.21875 26.21875 74.21875 \r\n",
       "Q 35.203125 74.21875 40.640625 69.484375 \r\n",
       "Q 46.09375 64.75 46.09375 56.984375 \r\n",
       "Q 46.09375 53.265625 44.328125 49.921875 \r\n",
       "Q 42.578125 46.578125 38.1875 42.390625 \r\n",
       "L 33.890625 38.1875 \r\n",
       "Q 31.59375 35.890625 30.640625 34.59375 \r\n",
       "Q 29.6875 33.296875 29.296875 32.078125 \r\n",
       "Q 29 31.0625 28.859375 29.59375 \r\n",
       "Q 28.71875 28.125 28.71875 25.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-63\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(14.798438 194.655937)rotate(-90)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-73\"/>\r\n",
       "      <use x=\"29.492188\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      <use x=\"70.605469\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      <use x=\"98.388672\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"150.488281\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "      <use x=\"182.275391\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"234.375\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"295.898438\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"335.107422\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "      <use x=\"396.289062\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"448.388672\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"509.667969\" xlink:href=\"#DejaVuSans-63\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_16\">\r\n",
       "    <path clip-path=\"url(#p5637a745cd)\" d=\"M 52.160938 90.800709 \r\n",
       "L 605.120937 287.486853 \r\n",
       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:2;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_17\">\r\n",
       "    <path clip-path=\"url(#p5637a745cd)\" d=\"M 265.034637 322.039219 \r\n",
       "L 265.034637 10.999219 \r\n",
       "\" style=\"fill:none;stroke:#ffa500;stroke-dasharray:5.55,2.4;stroke-dashoffset:0;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 52.160938 322.039219 \r\n",
       "L 52.160938 10.999219 \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 605.120937 322.039219 \r\n",
       "L 605.120937 10.999219 \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 52.160938 322.039219 \r\n",
       "L 605.120937 322.039219 \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 52.160938 10.999219 \r\n",
       "L 605.120937 10.999219 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"legend_1\">\r\n",
       "   <g id=\"patch_7\">\r\n",
       "    <path d=\"M 505.190937 353.119219 \r\n",
       "L 663.440937 353.119219 \r\n",
       "Q 666.440937 353.119219 666.440937 350.119219 \r\n",
       "L 666.440937 284.904375 \r\n",
       "Q 666.440937 281.904375 663.440937 281.904375 \r\n",
       "L 505.190937 281.904375 \r\n",
       "Q 502.190937 281.904375 502.190937 284.904375 \r\n",
       "L 502.190937 350.119219 \r\n",
       "Q 502.190937 353.119219 505.190937 353.119219 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_18\">\r\n",
       "    <path d=\"M 508.190937 294.052031 \r\n",
       "L 538.190937 294.052031 \r\n",
       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:2;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_19\"/>\r\n",
       "   <g id=\"text_18\">\r\n",
       "    <!-- $y=1.2-0.24x$ -->\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 24.8125 -5.078125 \r\n",
       "Q 18.5625 -15.578125 14.625 -18.1875 \r\n",
       "Q 10.6875 -20.796875 4.59375 -20.796875 \r\n",
       "L -2.484375 -20.796875 \r\n",
       "L -0.984375 -13.28125 \r\n",
       "L 4.203125 -13.28125 \r\n",
       "Q 7.953125 -13.28125 10.59375 -11.234375 \r\n",
       "Q 13.234375 -9.1875 16.5 -3.21875 \r\n",
       "L 19.28125 2 \r\n",
       "L 7.171875 54.6875 \r\n",
       "L 16.703125 54.6875 \r\n",
       "L 25.78125 12.796875 \r\n",
       "L 50.875 54.6875 \r\n",
       "L 60.296875 54.6875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-Oblique-121\"/>\r\n",
       "     <path d=\"M 10.59375 45.40625 \r\n",
       "L 73.1875 45.40625 \r\n",
       "L 73.1875 37.203125 \r\n",
       "L 10.59375 37.203125 \r\n",
       "z\r\n",
       "M 10.59375 25.484375 \r\n",
       "L 73.1875 25.484375 \r\n",
       "L 73.1875 17.1875 \r\n",
       "L 10.59375 17.1875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-61\"/>\r\n",
       "     <path d=\"M 60.015625 54.6875 \r\n",
       "L 34.90625 27.875 \r\n",
       "L 50.296875 0 \r\n",
       "L 39.984375 0 \r\n",
       "L 28.421875 21.6875 \r\n",
       "L 8.296875 0 \r\n",
       "L -2.59375 0 \r\n",
       "L 24.3125 28.8125 \r\n",
       "L 10.015625 54.6875 \r\n",
       "L 20.3125 54.6875 \r\n",
       "L 30.8125 34.90625 \r\n",
       "L 49.125 54.6875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-Oblique-120\"/>\r\n",
       "    </defs>\r\n",
       "    <g transform=\"translate(550.190937 299.302031)scale(0.15 -0.15)\">\r\n",
       "     <use transform=\"translate(0 0.78125)\" xlink:href=\"#DejaVuSans-Oblique-121\"/>\r\n",
       "     <use transform=\"translate(78.662109 0.78125)\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
       "     <use transform=\"translate(181.933594 0.78125)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "     <use transform=\"translate(245.556641 0.78125)\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "     <use transform=\"translate(271.84375 0.78125)\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "     <use transform=\"translate(354.949219 0.78125)\" xlink:href=\"#DejaVuSans-8722\"/>\r\n",
       "     <use transform=\"translate(458.220703 0.78125)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "     <use transform=\"translate(521.84375 0.78125)\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "     <use transform=\"translate(548.130859 0.78125)\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "     <use transform=\"translate(611.753906 0.78125)\" xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "     <use transform=\"translate(675.376953 0.78125)\" xlink:href=\"#DejaVuSans-Oblique-120\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_20\">\r\n",
       "    <path d=\"M 508.190937 316.702031 \r\n",
       "L 538.190937 316.702031 \r\n",
       "\" style=\"fill:none;stroke:#ffa500;stroke-dasharray:5.55,2.4;stroke-dashoffset:0;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_21\"/>\r\n",
       "   <g id=\"text_19\">\r\n",
       "    <!-- próg: $x=3.04$ -->\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 18.109375 8.203125 \r\n",
       "L 18.109375 -20.796875 \r\n",
       "L 9.078125 -20.796875 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.390625 \r\n",
       "Q 20.953125 51.265625 25.265625 53.625 \r\n",
       "Q 29.59375 56 35.59375 56 \r\n",
       "Q 45.5625 56 51.78125 48.09375 \r\n",
       "Q 58.015625 40.1875 58.015625 27.296875 \r\n",
       "Q 58.015625 14.40625 51.78125 6.484375 \r\n",
       "Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
       "Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
       "Q 20.953125 3.328125 18.109375 8.203125 \r\n",
       "z\r\n",
       "M 48.6875 27.296875 \r\n",
       "Q 48.6875 37.203125 44.609375 42.84375 \r\n",
       "Q 40.53125 48.484375 33.40625 48.484375 \r\n",
       "Q 26.265625 48.484375 22.1875 42.84375 \r\n",
       "Q 18.109375 37.203125 18.109375 27.296875 \r\n",
       "Q 18.109375 17.390625 22.1875 11.75 \r\n",
       "Q 26.265625 6.109375 33.40625 6.109375 \r\n",
       "Q 40.53125 6.109375 44.609375 11.75 \r\n",
       "Q 48.6875 17.390625 48.6875 27.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-112\"/>\r\n",
       "     <path d=\"M 30.609375 48.390625 \r\n",
       "Q 23.390625 48.390625 19.1875 42.75 \r\n",
       "Q 14.984375 37.109375 14.984375 27.296875 \r\n",
       "Q 14.984375 17.484375 19.15625 11.84375 \r\n",
       "Q 23.34375 6.203125 30.609375 6.203125 \r\n",
       "Q 37.796875 6.203125 41.984375 11.859375 \r\n",
       "Q 46.1875 17.53125 46.1875 27.296875 \r\n",
       "Q 46.1875 37.015625 41.984375 42.703125 \r\n",
       "Q 37.796875 48.390625 30.609375 48.390625 \r\n",
       "z\r\n",
       "M 30.609375 56 \r\n",
       "Q 42.328125 56 49.015625 48.375 \r\n",
       "Q 55.71875 40.765625 55.71875 27.296875 \r\n",
       "Q 55.71875 13.875 49.015625 6.21875 \r\n",
       "Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
       "Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
       "Q 5.515625 13.875 5.515625 27.296875 \r\n",
       "Q 5.515625 40.765625 12.171875 48.375 \r\n",
       "Q 18.84375 56 30.609375 56 \r\n",
       "z\r\n",
       "M 37.40625 79.984375 \r\n",
       "L 47.125 79.984375 \r\n",
       "L 31.203125 61.625 \r\n",
       "L 23.734375 61.625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-243\"/>\r\n",
       "     <path d=\"M 45.40625 27.984375 \r\n",
       "Q 45.40625 37.75 41.375 43.109375 \r\n",
       "Q 37.359375 48.484375 30.078125 48.484375 \r\n",
       "Q 22.859375 48.484375 18.828125 43.109375 \r\n",
       "Q 14.796875 37.75 14.796875 27.984375 \r\n",
       "Q 14.796875 18.265625 18.828125 12.890625 \r\n",
       "Q 22.859375 7.515625 30.078125 7.515625 \r\n",
       "Q 37.359375 7.515625 41.375 12.890625 \r\n",
       "Q 45.40625 18.265625 45.40625 27.984375 \r\n",
       "z\r\n",
       "M 54.390625 6.78125 \r\n",
       "Q 54.390625 -7.171875 48.1875 -13.984375 \r\n",
       "Q 42 -20.796875 29.203125 -20.796875 \r\n",
       "Q 24.46875 -20.796875 20.265625 -20.09375 \r\n",
       "Q 16.0625 -19.390625 12.109375 -17.921875 \r\n",
       "L 12.109375 -9.1875 \r\n",
       "Q 16.0625 -11.328125 19.921875 -12.34375 \r\n",
       "Q 23.78125 -13.375 27.78125 -13.375 \r\n",
       "Q 36.625 -13.375 41.015625 -8.765625 \r\n",
       "Q 45.40625 -4.15625 45.40625 5.171875 \r\n",
       "L 45.40625 9.625 \r\n",
       "Q 42.625 4.78125 38.28125 2.390625 \r\n",
       "Q 33.9375 0 27.875 0 \r\n",
       "Q 17.828125 0 11.671875 7.65625 \r\n",
       "Q 5.515625 15.328125 5.515625 27.984375 \r\n",
       "Q 5.515625 40.671875 11.671875 48.328125 \r\n",
       "Q 17.828125 56 27.875 56 \r\n",
       "Q 33.9375 56 38.28125 53.609375 \r\n",
       "Q 42.625 51.21875 45.40625 46.390625 \r\n",
       "L 45.40625 54.6875 \r\n",
       "L 54.390625 54.6875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-103\"/>\r\n",
       "     <path d=\"M 11.71875 12.40625 \r\n",
       "L 22.015625 12.40625 \r\n",
       "L 22.015625 0 \r\n",
       "L 11.71875 0 \r\n",
       "z\r\n",
       "M 11.71875 51.703125 \r\n",
       "L 22.015625 51.703125 \r\n",
       "L 22.015625 39.3125 \r\n",
       "L 11.71875 39.3125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-58\"/>\r\n",
       "    </defs>\r\n",
       "    <g transform=\"translate(550.190937 321.952031)scale(0.15 -0.15)\">\r\n",
       "     <use transform=\"translate(0 0.015625)\" xlink:href=\"#DejaVuSans-112\"/>\r\n",
       "     <use transform=\"translate(63.476562 0.015625)\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "     <use transform=\"translate(104.589844 0.015625)\" xlink:href=\"#DejaVuSans-243\"/>\r\n",
       "     <use transform=\"translate(165.771484 0.015625)\" xlink:href=\"#DejaVuSans-103\"/>\r\n",
       "     <use transform=\"translate(229.248047 0.015625)\" xlink:href=\"#DejaVuSans-58\"/>\r\n",
       "     <use transform=\"translate(262.939453 0.015625)\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "     <use transform=\"translate(294.726562 0.015625)\" xlink:href=\"#DejaVuSans-Oblique-120\"/>\r\n",
       "     <use transform=\"translate(373.388672 0.015625)\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
       "     <use transform=\"translate(476.660156 0.015625)\" xlink:href=\"#DejaVuSans-51\"/>\r\n",
       "     <use transform=\"translate(540.283203 0.015625)\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "     <use transform=\"translate(572.070312 0.015625)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "     <use transform=\"translate(635.693359 0.015625)\" xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_2\">\r\n",
       "    <g>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"523.190937\" xlink:href=\"#m0bc65ab66a\" y=\"340.062187\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"text_20\">\r\n",
       "    <!-- Dane -->\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 19.671875 64.796875 \r\n",
       "L 19.671875 8.109375 \r\n",
       "L 31.59375 8.109375 \r\n",
       "Q 46.6875 8.109375 53.6875 14.9375 \r\n",
       "Q 60.6875 21.78125 60.6875 36.53125 \r\n",
       "Q 60.6875 51.171875 53.6875 57.984375 \r\n",
       "Q 46.6875 64.796875 31.59375 64.796875 \r\n",
       "z\r\n",
       "M 9.8125 72.90625 \r\n",
       "L 30.078125 72.90625 \r\n",
       "Q 51.265625 72.90625 61.171875 64.09375 \r\n",
       "Q 71.09375 55.28125 71.09375 36.53125 \r\n",
       "Q 71.09375 17.671875 61.125 8.828125 \r\n",
       "Q 51.171875 0 30.078125 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-68\"/>\r\n",
       "     <path d=\"M 54.890625 33.015625 \r\n",
       "L 54.890625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 45.90625 32.71875 \r\n",
       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
       "Q 30.078125 56 35.796875 56 \r\n",
       "Q 45.21875 56 50.046875 50.171875 \r\n",
       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-110\"/>\r\n",
       "    </defs>\r\n",
       "    <g transform=\"translate(550.190937 343.999687)scale(0.15 -0.15)\">\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-110\"/>\r\n",
       "     <use x=\"201.660156\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"p5637a745cd\">\r\n",
       "   <rect height=\"311.04\" width=\"552.96\" x=\"52.160938\" y=\"10.999219\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 691.2x388.8 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = regdotsMx(XMx3, yMx3, 'x', 'Iris setosa?')\n",
    "theta_e3, logs3 = GDMx(JMx, dJMx, thetaStartMx, XMx3, yMx3, alpha=0.03, eps=0.000001)\n",
    "reglineMx(fig, hMx, theta_e3, XMx3)\n",
    "threshold(fig, theta_e3)\n",
    "legend(fig)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "source": [
    " * Krzywa regresji liniowej jest niezbyt dopasowana do danych klasyfikacyjnych.\n",
    " * Zastosowanie progu $y = 0.5$ nie zawsze pomaga uzyskać sensowny rezultat.\n",
    " * $h(x)$ może przyjmować wartości mniejsze od $0$ i większe od $1$ – jak interpretować takie wyniki?\n",
    "\n",
    "Wniosek: w przypadku problemów klasyfikacyjnych regresja liniowa nie wydaje się najlepszym rozwiązaniem."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "notes"
    }
   },
   "source": [
    "Zdefiniujmy sobie następującą funkcję, którą będziemy nazywać funkcją *logistyczną* (albo *sigmoidalną*):"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "**Funkcja logistyczna (sigmoidalna)**:\n",
    "\n",
    "$$g(x) = \\dfrac{1}{1+e^{-x}}$$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "slideshow": {
     "slide_type": "fragment"
    }
   },
   "outputs": [],
   "source": [
    "# Funkjca logistycza\n",
    "\n",
    "def logistic(x):\n",
    "    return 1.0 / (1.0 + np.exp(-x))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "slideshow": {
     "slide_type": "notes"
    }
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "def plot_logistic():\n",
    "    x = np.linspace(-5,5,200)\n",
    "    y = logistic(x)\n",
    "\n",
    "    fig = plt.figure(figsize=(7,5))\n",
    "    ax = fig.add_subplot(111)\n",
    "    plt.ylim(-.1,1.1)\n",
    "    ax.plot(x, y, linewidth='2')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "source": [
    "Wykres funkcji logistycznej $g(x) = \\dfrac{1}{1+e^{-x}}$:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "scrolled": true,
    "slideshow": {
     "slide_type": "fragment"
    }
   },
   "outputs": [
    {
     "data": {
      "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=\"302.878125pt\" version=\"1.1\" viewBox=\"0 0 427.903125 302.878125\" width=\"427.903125pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">\r\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
       "  </style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 302.878125 \r\n",
       "L 427.903125 302.878125 \r\n",
       "L 427.903125 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 30.103125 279 \r\n",
       "L 420.703125 279 \r\n",
       "L 420.703125 7.2 \r\n",
       "L 30.103125 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"m664ce026d8\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"83.366761\" xlink:href=\"#m664ce026d8\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- −4 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 10.59375 35.5 \r\n",
       "L 73.1875 35.5 \r\n",
       "L 73.1875 27.203125 \r\n",
       "L 10.59375 27.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-8722\"/>\r\n",
       "       <path d=\"M 37.796875 64.3125 \r\n",
       "L 12.890625 25.390625 \r\n",
       "L 37.796875 25.390625 \r\n",
       "z\r\n",
       "M 35.203125 72.90625 \r\n",
       "L 47.609375 72.90625 \r\n",
       "L 47.609375 25.390625 \r\n",
       "L 58.015625 25.390625 \r\n",
       "L 58.015625 17.1875 \r\n",
       "L 47.609375 17.1875 \r\n",
       "L 47.609375 0 \r\n",
       "L 37.796875 0 \r\n",
       "L 37.796875 17.1875 \r\n",
       "L 4.890625 17.1875 \r\n",
       "L 4.890625 26.703125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-52\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(75.995668 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-52\"/>\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=\"154.384943\" xlink:href=\"#m664ce026d8\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- −2 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 19.1875 8.296875 \r\n",
       "L 53.609375 8.296875 \r\n",
       "L 53.609375 0 \r\n",
       "L 7.328125 0 \r\n",
       "L 7.328125 8.296875 \r\n",
       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
       "L 7.8125 69.390625 \r\n",
       "Q 13.765625 71.78125 18.9375 73 \r\n",
       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-50\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(147.013849 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"225.403125\" xlink:href=\"#m664ce026d8\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 31.78125 66.40625 \r\n",
       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
       "Q 16.5 51.421875 16.5 36.375 \r\n",
       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
       "Q 47.125 21.390625 47.125 36.375 \r\n",
       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
       "z\r\n",
       "M 31.78125 74.21875 \r\n",
       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-48\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(222.221875 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"296.421307\" xlink:href=\"#m664ce026d8\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 2 -->\r\n",
       "      <g transform=\"translate(293.240057 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"367.439489\" xlink:href=\"#m664ce026d8\" y=\"279\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 4 -->\r\n",
       "      <g transform=\"translate(364.258239 293.598437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"me40bc0dba2\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#me40bc0dba2\" y=\"256.35\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 0.0 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 10.6875 12.40625 \r\n",
       "L 21 12.40625 \r\n",
       "L 21 0 \r\n",
       "L 10.6875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-46\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(7.2 260.149219)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#me40bc0dba2\" y=\"211.05\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 0.2 -->\r\n",
       "      <g transform=\"translate(7.2 214.849219)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#me40bc0dba2\" y=\"165.75\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 0.4 -->\r\n",
       "      <g transform=\"translate(7.2 169.549219)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#me40bc0dba2\" y=\"120.45\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- 0.6 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 33.015625 40.375 \r\n",
       "Q 26.375 40.375 22.484375 35.828125 \r\n",
       "Q 18.609375 31.296875 18.609375 23.390625 \r\n",
       "Q 18.609375 15.53125 22.484375 10.953125 \r\n",
       "Q 26.375 6.390625 33.015625 6.390625 \r\n",
       "Q 39.65625 6.390625 43.53125 10.953125 \r\n",
       "Q 47.40625 15.53125 47.40625 23.390625 \r\n",
       "Q 47.40625 31.296875 43.53125 35.828125 \r\n",
       "Q 39.65625 40.375 33.015625 40.375 \r\n",
       "z\r\n",
       "M 52.59375 71.296875 \r\n",
       "L 52.59375 62.3125 \r\n",
       "Q 48.875 64.0625 45.09375 64.984375 \r\n",
       "Q 41.3125 65.921875 37.59375 65.921875 \r\n",
       "Q 27.828125 65.921875 22.671875 59.328125 \r\n",
       "Q 17.53125 52.734375 16.796875 39.40625 \r\n",
       "Q 19.671875 43.65625 24.015625 45.921875 \r\n",
       "Q 28.375 48.1875 33.59375 48.1875 \r\n",
       "Q 44.578125 48.1875 50.953125 41.515625 \r\n",
       "Q 57.328125 34.859375 57.328125 23.390625 \r\n",
       "Q 57.328125 12.15625 50.6875 5.359375 \r\n",
       "Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
       "Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
       "Q 6.984375 17.96875 6.984375 36.375 \r\n",
       "Q 6.984375 53.65625 15.1875 63.9375 \r\n",
       "Q 23.390625 74.21875 37.203125 74.21875 \r\n",
       "Q 40.921875 74.21875 44.703125 73.484375 \r\n",
       "Q 48.484375 72.75 52.59375 71.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-54\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(7.2 124.249219)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-54\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#me40bc0dba2\" y=\"75.15\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- 0.8 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 31.78125 34.625 \r\n",
       "Q 24.75 34.625 20.71875 30.859375 \r\n",
       "Q 16.703125 27.09375 16.703125 20.515625 \r\n",
       "Q 16.703125 13.921875 20.71875 10.15625 \r\n",
       "Q 24.75 6.390625 31.78125 6.390625 \r\n",
       "Q 38.8125 6.390625 42.859375 10.171875 \r\n",
       "Q 46.921875 13.96875 46.921875 20.515625 \r\n",
       "Q 46.921875 27.09375 42.890625 30.859375 \r\n",
       "Q 38.875 34.625 31.78125 34.625 \r\n",
       "z\r\n",
       "M 21.921875 38.8125 \r\n",
       "Q 15.578125 40.375 12.03125 44.71875 \r\n",
       "Q 8.5 49.078125 8.5 55.328125 \r\n",
       "Q 8.5 64.0625 14.71875 69.140625 \r\n",
       "Q 20.953125 74.21875 31.78125 74.21875 \r\n",
       "Q 42.671875 74.21875 48.875 69.140625 \r\n",
       "Q 55.078125 64.0625 55.078125 55.328125 \r\n",
       "Q 55.078125 49.078125 51.53125 44.71875 \r\n",
       "Q 48 40.375 41.703125 38.8125 \r\n",
       "Q 48.828125 37.15625 52.796875 32.3125 \r\n",
       "Q 56.78125 27.484375 56.78125 20.515625 \r\n",
       "Q 56.78125 9.90625 50.3125 4.234375 \r\n",
       "Q 43.84375 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.734375 -1.421875 13.25 4.234375 \r\n",
       "Q 6.78125 9.90625 6.78125 20.515625 \r\n",
       "Q 6.78125 27.484375 10.78125 32.3125 \r\n",
       "Q 14.796875 37.15625 21.921875 38.8125 \r\n",
       "z\r\n",
       "M 18.3125 54.390625 \r\n",
       "Q 18.3125 48.734375 21.84375 45.5625 \r\n",
       "Q 25.390625 42.390625 31.78125 42.390625 \r\n",
       "Q 38.140625 42.390625 41.71875 45.5625 \r\n",
       "Q 45.3125 48.734375 45.3125 54.390625 \r\n",
       "Q 45.3125 60.0625 41.71875 63.234375 \r\n",
       "Q 38.140625 66.40625 31.78125 66.40625 \r\n",
       "Q 25.390625 66.40625 21.84375 63.234375 \r\n",
       "Q 18.3125 60.0625 18.3125 54.390625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-56\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(7.2 78.949219)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-56\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_11\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#me40bc0dba2\" y=\"29.85\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- 1.0 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 12.40625 8.296875 \r\n",
       "L 28.515625 8.296875 \r\n",
       "L 28.515625 63.921875 \r\n",
       "L 10.984375 60.40625 \r\n",
       "L 10.984375 69.390625 \r\n",
       "L 28.421875 72.90625 \r\n",
       "L 38.28125 72.90625 \r\n",
       "L 38.28125 8.296875 \r\n",
       "L 54.390625 8.296875 \r\n",
       "L 54.390625 0 \r\n",
       "L 12.40625 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-49\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(7.2 33.649219)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_12\">\r\n",
       "    <path clip-path=\"url(#p84f0865b94)\" d=\"M 47.85767 254.834069 \r\n",
       "L 60.348305 254.201068 \r\n",
       "L 71.054564 253.454536 \r\n",
       "L 79.976446 252.64102 \r\n",
       "L 88.898328 251.603789 \r\n",
       "L 96.035834 250.574081 \r\n",
       "L 103.17334 249.328049 \r\n",
       "L 110.310845 247.823594 \r\n",
       "L 115.663975 246.496613 \r\n",
       "L 121.017104 244.973889 \r\n",
       "L 126.370233 243.230098 \r\n",
       "L 131.723363 241.237785 \r\n",
       "L 137.076492 238.967578 \r\n",
       "L 142.429621 236.388536 \r\n",
       "L 147.78275 233.46871 \r\n",
       "L 153.13588 230.175916 \r\n",
       "L 156.704633 227.757951 \r\n",
       "L 160.273385 225.151402 \r\n",
       "L 163.842138 222.348056 \r\n",
       "L 167.410891 219.340549 \r\n",
       "L 170.979644 216.122616 \r\n",
       "L 174.548397 212.689355 \r\n",
       "L 178.11715 209.037503 \r\n",
       "L 181.685903 205.165711 \r\n",
       "L 187.039032 198.948117 \r\n",
       "L 192.392161 192.251387 \r\n",
       "L 197.74529 185.102567 \r\n",
       "L 203.09842 177.543346 \r\n",
       "L 208.451549 169.630092 \r\n",
       "L 215.589055 158.651259 \r\n",
       "L 226.295313 141.677336 \r\n",
       "L 237.001572 124.767101 \r\n",
       "L 244.139077 113.896882 \r\n",
       "L 249.492207 106.094497 \r\n",
       "L 254.845336 98.666528 \r\n",
       "L 260.198465 91.664506 \r\n",
       "L 265.551595 85.125188 \r\n",
       "L 270.904724 79.070899 \r\n",
       "L 274.473477 75.309115 \r\n",
       "L 278.04223 71.766853 \r\n",
       "L 281.610982 68.441773 \r\n",
       "L 285.179735 65.329757 \r\n",
       "L 288.748488 62.425189 \r\n",
       "L 292.317241 59.72122 \r\n",
       "L 295.885994 57.210033 \r\n",
       "L 299.454747 54.883078 \r\n",
       "L 304.807876 51.718157 \r\n",
       "L 310.161005 48.915509 \r\n",
       "L 315.514135 46.442926 \r\n",
       "L 320.867264 44.26872 \r\n",
       "L 326.220393 42.362423 \r\n",
       "L 331.573522 40.695269 \r\n",
       "L 336.926652 39.240498 \r\n",
       "L 342.279781 37.973518 \r\n",
       "L 349.417287 36.53797 \r\n",
       "L 356.554792 35.349717 \r\n",
       "L 363.692298 34.368241 \r\n",
       "L 372.61418 33.380037 \r\n",
       "L 381.536062 32.605285 \r\n",
       "L 392.242321 31.894564 \r\n",
       "L 402.94858 31.365931 \r\n",
       "L 402.94858 31.365931 \r\n",
       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:2;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 30.103125 279 \r\n",
       "L 30.103125 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 420.703125 279 \r\n",
       "L 420.703125 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 30.103125 279 \r\n",
       "L 420.703125 279 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 30.103125 7.2 \r\n",
       "L 420.703125 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=\"p84f0865b94\">\r\n",
       "   <rect height=\"271.8\" width=\"390.6\" x=\"30.103125\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 504x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_logistic()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "notes"
    }
   },
   "source": [
    "Funkcja logistyczna przekształca zbiór liczb rzeczywistych $\\mathbb{R}$ w przedział otwarty $(0, 1)$."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "source": [
    "Funkcja regresji logistycznej:\n",
    "\n",
    "$$h_\\theta(x) = g(\\theta^T \\, x) = \\dfrac{1}{1 + e^{-\\theta^T x}}$$"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "fragment"
    }
   },
   "source": [
    "Wersja macierzowa:\n",
    "\n",
    "$$h_\\theta(X) = g(X \\, \\theta) = \\dfrac{1}{1 + e^{-X \\theta}}$$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "slideshow": {
     "slide_type": "skip"
    }
   },
   "outputs": [],
   "source": [
    "# Funkcja regresji logistcznej\n",
    "def h(theta, X):\n",
    "    return 1.0/(1.0 + np.exp(-X * theta))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "slideshow": {
     "slide_type": "skip"
    }
   },
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'thetaBest' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-14-ffeab636d1b8>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m      1\u001b[0m \u001b[1;31m#print(XMx3)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 2\u001b[1;33m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mh\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mthetaBest\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mnp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmatrix\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;36m5.4\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m: name 'thetaBest' is not defined"
     ]
    }
   ],
   "source": [
    "#print(XMx3)\n",
    "print(h(thetaBest, np.matrix([1, 5.4])))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "source": [
    "Funkcja kosztu dla regresji logistycznej:\n",
    "\n",
    "$$J(\\theta) = -\\dfrac{1}{m} \\left( \\sum_{i=1}^{m} y^{(i)} \\log h_\\theta( x^{(i)} ) + \\left( 1 - y^{(i)} \\right) \\log \\left( 1 - h_\\theta (x^{(i)}) \\right) \\right)$$"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "fragment"
    }
   },
   "source": [
    "Gradient dla regresji logistycznej (wersja macierzowa):\n",
    "\n",
    "$$\\nabla J(\\theta) = \\frac{1}{|\\vec y|} X^T \\left( h_\\theta(X) - \\vec y \\right)$$\n",
    "\n",
    "(Jedyna różnica między gradientem dla regresji logistycznej a gradientem dla regresji liniowej to postać $h_\\theta$)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [],
   "source": [
    "# Funkcja kosztu dla regresji logistycznej\n",
    "def J(h, theta, X, y):\n",
    "    m = len(y)\n",
    "    h_val = h(theta, X)\n",
    "    s1 = np.multiply(y, np.log(h_val))\n",
    "    s2 = np.multiply((1 - y), np.log(1 - h_val))\n",
    "    return -np.sum(s1 + s2, axis=0) / m"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "slideshow": {
     "slide_type": "fragment"
    }
   },
   "outputs": [],
   "source": [
    "# Gradient dla regresji logistycznej\n",
    "def dJ(h, theta, X, y):\n",
    "    return 1.0 / len(y) * (X.T * (h(theta, X) - y))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [],
   "source": [
    "# Metoda gradientu prostego dla regresji logistycznej\n",
    "def GD(h, fJ, fdJ, theta, X, y, alpha=0.01, eps=10**-3, maxSteps=10000):\n",
    "    errorCurr = fJ(h, theta, X, y)\n",
    "    errors = [[errorCurr, theta]]\n",
    "    while True:\n",
    "        # oblicz nowe theta\n",
    "        theta = theta - alpha * fdJ(h, theta, X, y)\n",
    "        # raportuj poziom błędu\n",
    "        errorCurr, errorPrev = fJ(h, theta, X, y), errorCurr\n",
    "        # kryteria stopu\n",
    "        if abs(errorPrev - errorCurr) <= eps:\n",
    "            break\n",
    "        if len(errors) > maxSteps:\n",
    "            break\n",
    "        errors.append([errorCurr, theta]) \n",
    "    return theta, errors"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "error = [[0.05755617]]\n",
      "theta = [[ 5.02530461]\n",
      " [-1.99174803]]\n"
     ]
    }
   ],
   "source": [
    "# Uruchomienie metody gradientu prostego dla regresji logistycznej\n",
    "thetaBest, errors = GD(h, J, dJ, thetaStartMx, XMx3, yMx3, \n",
    "                       alpha=0.1, eps=10**-7, maxSteps=1000)\n",
    "print(\"error =\", errors[-1][0])\n",
    "print(\"theta =\", thetaBest)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "slideshow": {
     "slide_type": "notes"
    }
   },
   "outputs": [],
   "source": [
    "# Funkcja regresji logistycznej (wersja skalarna)\n",
    "def scalar_logistic_regression_function(theta, x):\n",
    "    return 1.0/(1.0 + np.exp(-(theta.item(0) + theta.item(1) * x)))\n",
    "\n",
    "# Rysowanie progu\n",
    "def threshold_val(fig, x_thr):\n",
    "    ax = fig.axes[0]\n",
    "    ax.plot([x_thr, x_thr], [-1, 2],\n",
    "            color='orange', linestyle='dashed',\n",
    "            label=u'próg: $x={:.2F}$'.format(x_thr))\n",
    "\n",
    "# Wykres krzywej regresji logistycznej\n",
    "def logistic_regline(fig, theta, X):\n",
    "    ax = fig.axes[0]\n",
    "    x0 = np.min(X[:, 1]) - 1.0\n",
    "    x1 = np.max(X[:, 1]) + 1.0\n",
    "    Arg = np.arange(x0, x1, 0.1)\n",
    "    Val = scalar_logistic_regression_function(theta, Arg)\n",
    "    ax.plot(Arg, Val, linewidth='2')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "scrolled": true,
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "data": {
      "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=\"359.595469pt\" version=\"1.1\" viewBox=\"0 0 612.320937 359.595469\" width=\"612.320937pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">\r\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
       "  </style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 359.595469 \r\n",
       "L 612.320937 359.595469 \r\n",
       "L 612.320937 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 52.160938 322.039219 \r\n",
       "L 605.120937 322.039219 \r\n",
       "L 605.120937 10.999219 \r\n",
       "L 52.160938 10.999219 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_1\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 3.535534 \r\n",
       "C 0.937635 3.535534 1.836992 3.163008 2.5 2.5 \r\n",
       "C 3.163008 1.836992 3.535534 0.937635 3.535534 0 \r\n",
       "C 3.535534 -0.937635 3.163008 -1.836992 2.5 -2.5 \r\n",
       "C 1.836992 -3.163008 0.937635 -3.535534 0 -3.535534 \r\n",
       "C -0.937635 -3.535534 -1.836992 -3.163008 -2.5 -2.5 \r\n",
       "C -3.163008 -1.836992 -3.535534 -0.937635 -3.535534 0 \r\n",
       "C -3.535534 0.937635 -3.163008 1.836992 -2.5 2.5 \r\n",
       "C -1.836992 3.163008 -0.937635 3.535534 0 3.535534 \r\n",
       "z\r\n",
       "\" id=\"mb6f3cd2dc5\" style=\"stroke:#ff0000;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p722cd07fec)\">\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"444.132583\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"409.135115\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"367.138153\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"409.135115\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"297.143216\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"297.143216\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"451.132077\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"395.136127\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"185.151317\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"409.135115\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"458.13157\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"143.154355\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"143.154355\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"143.154355\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"521.127013\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"388.136634\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"402.135621\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"479.130051\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"136.154862\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"360.138659\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"381.13714\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"346.139672\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"325.141191\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"381.13714\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"367.138153\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"304.14271\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"332.140684\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"311.142203\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"143.154355\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"360.138659\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"500.128532\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"339.140178\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"339.140178\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"374.137646\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"381.13714\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"185.151317\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"164.152836\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"360.138659\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"388.136634\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"395.136127\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"381.13714\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"164.152836\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"423.134102\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"423.134102\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"367.138153\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"332.140684\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"164.152836\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"171.15233\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"444.132583\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"381.13714\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"367.138153\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"332.140684\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"388.136634\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"353.139165\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"339.140178\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"283.144229\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"402.135621\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"164.152836\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"346.139672\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"122.155874\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"164.152836\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"164.152836\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"367.138153\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"409.135115\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"325.141191\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"388.136634\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"479.130051\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"430.133596\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"353.139165\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"437.133089\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"409.135115\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"451.132077\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"444.132583\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"143.154355\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"318.141697\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"479.130051\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"458.13157\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"374.137646\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"367.138153\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"395.136127\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"409.135115\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"143.154355\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"416.134608\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"409.135115\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"437.133089\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"493.129039\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"465.131064\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"409.135115\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"444.132583\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"171.15233\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"367.138153\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"262.145748\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"444.132583\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"472.130558\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"171.15233\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"332.140684\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"521.127013\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"346.139672\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"416.134608\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"360.138659\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"367.138153\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"171.15233\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"444.132583\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"283.144229\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"402.135621\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"402.135621\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"395.136127\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"535.126001\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"346.139672\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"514.12752\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"164.152836\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"395.136127\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"143.154355\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"465.131064\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"472.130558\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"325.141191\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"332.140684\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.153343\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"374.137646\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"129.155368\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"437.133089\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"136.154862\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"150.153849\" xlink:href=\"#mb6f3cd2dc5\" y=\"114.679219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"458.13157\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"430.133596\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "     <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"451.132077\" xlink:href=\"#mb6f3cd2dc5\" y=\"218.359219\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"mcdbf46ddc4\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"52.160938\" xlink:href=\"#mcdbf46ddc4\" y=\"322.039219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 31.78125 66.40625 \r\n",
       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
       "Q 16.5 51.421875 16.5 36.375 \r\n",
       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
       "Q 47.125 21.390625 47.125 36.375 \r\n",
       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
       "z\r\n",
       "M 31.78125 74.21875 \r\n",
       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-48\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(48.979688 336.637656)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_2\">\r\n",
       "     <g id=\"line2d_2\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"122.155874\" xlink:href=\"#mcdbf46ddc4\" y=\"322.039219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 1 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 12.40625 8.296875 \r\n",
       "L 28.515625 8.296875 \r\n",
       "L 28.515625 63.921875 \r\n",
       "L 10.984375 60.40625 \r\n",
       "L 10.984375 69.390625 \r\n",
       "L 28.421875 72.90625 \r\n",
       "L 38.28125 72.90625 \r\n",
       "L 38.28125 8.296875 \r\n",
       "L 54.390625 8.296875 \r\n",
       "L 54.390625 0 \r\n",
       "L 12.40625 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-49\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(118.974624 336.637656)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\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=\"192.150811\" xlink:href=\"#mcdbf46ddc4\" y=\"322.039219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 2 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 19.1875 8.296875 \r\n",
       "L 53.609375 8.296875 \r\n",
       "L 53.609375 0 \r\n",
       "L 7.328125 0 \r\n",
       "L 7.328125 8.296875 \r\n",
       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
       "L 7.8125 69.390625 \r\n",
       "Q 13.765625 71.78125 18.9375 73 \r\n",
       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-50\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(188.969561 336.637656)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"262.145748\" xlink:href=\"#mcdbf46ddc4\" y=\"322.039219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 3 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 40.578125 39.3125 \r\n",
       "Q 47.65625 37.796875 51.625 33 \r\n",
       "Q 55.609375 28.21875 55.609375 21.1875 \r\n",
       "Q 55.609375 10.40625 48.1875 4.484375 \r\n",
       "Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
       "Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
       "Q 12.796875 0.390625 7.625 2.203125 \r\n",
       "L 7.625 11.71875 \r\n",
       "Q 11.71875 9.328125 16.59375 8.109375 \r\n",
       "Q 21.484375 6.890625 26.8125 6.890625 \r\n",
       "Q 36.078125 6.890625 40.9375 10.546875 \r\n",
       "Q 45.796875 14.203125 45.796875 21.1875 \r\n",
       "Q 45.796875 27.640625 41.28125 31.265625 \r\n",
       "Q 36.765625 34.90625 28.71875 34.90625 \r\n",
       "L 20.21875 34.90625 \r\n",
       "L 20.21875 43.015625 \r\n",
       "L 29.109375 43.015625 \r\n",
       "Q 36.375 43.015625 40.234375 45.921875 \r\n",
       "Q 44.09375 48.828125 44.09375 54.296875 \r\n",
       "Q 44.09375 59.90625 40.109375 62.90625 \r\n",
       "Q 36.140625 65.921875 28.71875 65.921875 \r\n",
       "Q 24.65625 65.921875 20.015625 65.03125 \r\n",
       "Q 15.375 64.15625 9.8125 62.3125 \r\n",
       "L 9.8125 71.09375 \r\n",
       "Q 15.4375 72.65625 20.34375 73.4375 \r\n",
       "Q 25.25 74.21875 29.59375 74.21875 \r\n",
       "Q 40.828125 74.21875 47.359375 69.109375 \r\n",
       "Q 53.90625 64.015625 53.90625 55.328125 \r\n",
       "Q 53.90625 49.265625 50.4375 45.09375 \r\n",
       "Q 46.96875 40.921875 40.578125 39.3125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-51\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(258.964498 336.637656)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-51\"/>\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=\"332.140684\" xlink:href=\"#mcdbf46ddc4\" y=\"322.039219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 4 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 37.796875 64.3125 \r\n",
       "L 12.890625 25.390625 \r\n",
       "L 37.796875 25.390625 \r\n",
       "z\r\n",
       "M 35.203125 72.90625 \r\n",
       "L 47.609375 72.90625 \r\n",
       "L 47.609375 25.390625 \r\n",
       "L 58.015625 25.390625 \r\n",
       "L 58.015625 17.1875 \r\n",
       "L 47.609375 17.1875 \r\n",
       "L 47.609375 0 \r\n",
       "L 37.796875 0 \r\n",
       "L 37.796875 17.1875 \r\n",
       "L 4.890625 17.1875 \r\n",
       "L 4.890625 26.703125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-52\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(328.959434 336.637656)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_6\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"402.135621\" xlink:href=\"#mcdbf46ddc4\" y=\"322.039219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 5 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 10.796875 72.90625 \r\n",
       "L 49.515625 72.90625 \r\n",
       "L 49.515625 64.59375 \r\n",
       "L 19.828125 64.59375 \r\n",
       "L 19.828125 46.734375 \r\n",
       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
       "Q 40.625 48.1875 47.75 41.5 \r\n",
       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
       "L 7.71875 11.625 \r\n",
       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
       "Q 45.015625 31 40.078125 35.4375 \r\n",
       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-53\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(398.954371 336.637656)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_7\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"472.130558\" xlink:href=\"#mcdbf46ddc4\" y=\"322.039219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 6 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 33.015625 40.375 \r\n",
       "Q 26.375 40.375 22.484375 35.828125 \r\n",
       "Q 18.609375 31.296875 18.609375 23.390625 \r\n",
       "Q 18.609375 15.53125 22.484375 10.953125 \r\n",
       "Q 26.375 6.390625 33.015625 6.390625 \r\n",
       "Q 39.65625 6.390625 43.53125 10.953125 \r\n",
       "Q 47.40625 15.53125 47.40625 23.390625 \r\n",
       "Q 47.40625 31.296875 43.53125 35.828125 \r\n",
       "Q 39.65625 40.375 33.015625 40.375 \r\n",
       "z\r\n",
       "M 52.59375 71.296875 \r\n",
       "L 52.59375 62.3125 \r\n",
       "Q 48.875 64.0625 45.09375 64.984375 \r\n",
       "Q 41.3125 65.921875 37.59375 65.921875 \r\n",
       "Q 27.828125 65.921875 22.671875 59.328125 \r\n",
       "Q 17.53125 52.734375 16.796875 39.40625 \r\n",
       "Q 19.671875 43.65625 24.015625 45.921875 \r\n",
       "Q 28.375 48.1875 33.59375 48.1875 \r\n",
       "Q 44.578125 48.1875 50.953125 41.515625 \r\n",
       "Q 57.328125 34.859375 57.328125 23.390625 \r\n",
       "Q 57.328125 12.15625 50.6875 5.359375 \r\n",
       "Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
       "Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
       "Q 6.984375 17.96875 6.984375 36.375 \r\n",
       "Q 6.984375 53.65625 15.1875 63.9375 \r\n",
       "Q 23.390625 74.21875 37.203125 74.21875 \r\n",
       "Q 40.921875 74.21875 44.703125 73.484375 \r\n",
       "Q 48.484375 72.75 52.59375 71.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-54\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(468.949308 336.637656)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_8\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"542.125494\" xlink:href=\"#mcdbf46ddc4\" y=\"322.039219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 7 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 8.203125 72.90625 \r\n",
       "L 55.078125 72.90625 \r\n",
       "L 55.078125 68.703125 \r\n",
       "L 28.609375 0 \r\n",
       "L 18.3125 0 \r\n",
       "L 43.21875 64.59375 \r\n",
       "L 8.203125 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-55\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(538.944244 336.637656)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_9\">\r\n",
       "     <!-- x -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 54.890625 54.6875 \r\n",
       "L 35.109375 28.078125 \r\n",
       "L 55.90625 0 \r\n",
       "L 45.3125 0 \r\n",
       "L 29.390625 21.484375 \r\n",
       "L 13.484375 0 \r\n",
       "L 2.875 0 \r\n",
       "L 24.125 28.609375 \r\n",
       "L 4.6875 54.6875 \r\n",
       "L 15.28125 54.6875 \r\n",
       "L 29.78125 35.203125 \r\n",
       "L 44.28125 54.6875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-120\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(325.681562 350.315781)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-120\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"m125b7961ad\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"52.160938\" xlink:href=\"#m125b7961ad\" y=\"322.039219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- −1.0 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 10.59375 35.5 \r\n",
       "L 73.1875 35.5 \r\n",
       "L 73.1875 27.203125 \r\n",
       "L 10.59375 27.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-8722\"/>\r\n",
       "       <path d=\"M 10.6875 12.40625 \r\n",
       "L 21 12.40625 \r\n",
       "L 21 0 \r\n",
       "L 10.6875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-46\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 325.838437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"52.160938\" xlink:href=\"#m125b7961ad\" y=\"270.199219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- −0.5 -->\r\n",
       "      <g transform=\"translate(20.878125 273.998437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_11\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"52.160938\" xlink:href=\"#m125b7961ad\" y=\"218.359219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_12\">\r\n",
       "      <!-- 0.0 -->\r\n",
       "      <g transform=\"translate(29.257813 222.158437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_12\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"52.160938\" xlink:href=\"#m125b7961ad\" y=\"166.519219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_13\">\r\n",
       "      <!-- 0.5 -->\r\n",
       "      <g transform=\"translate(29.257813 170.318437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_13\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"52.160938\" xlink:href=\"#m125b7961ad\" y=\"114.679219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_14\">\r\n",
       "      <!-- 1.0 -->\r\n",
       "      <g transform=\"translate(29.257813 118.478437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_14\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"52.160938\" xlink:href=\"#m125b7961ad\" y=\"62.839219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_15\">\r\n",
       "      <!-- 1.5 -->\r\n",
       "      <g transform=\"translate(29.257813 66.638438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_7\">\r\n",
       "     <g id=\"line2d_15\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"52.160938\" xlink:href=\"#m125b7961ad\" y=\"10.999219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_16\">\r\n",
       "      <!-- 2.0 -->\r\n",
       "      <g transform=\"translate(29.257813 14.798438)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_17\">\r\n",
       "     <!-- Iris setosa? -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 9.8125 72.90625 \r\n",
       "L 19.671875 72.90625 \r\n",
       "L 19.671875 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-73\"/>\r\n",
       "      <path d=\"M 41.109375 46.296875 \r\n",
       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
       "Q 36.03125 48 33.890625 48 \r\n",
       "Q 26.265625 48 22.1875 43.046875 \r\n",
       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
       "Q 30.03125 56 36.53125 56 \r\n",
       "Q 37.453125 56 38.578125 55.875 \r\n",
       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-114\"/>\r\n",
       "      <path d=\"M 9.421875 54.6875 \r\n",
       "L 18.40625 54.6875 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 64.59375 \r\n",
       "L 9.421875 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-105\"/>\r\n",
       "      <path d=\"M 44.28125 53.078125 \r\n",
       "L 44.28125 44.578125 \r\n",
       "Q 40.484375 46.53125 36.375 47.5 \r\n",
       "Q 32.28125 48.484375 27.875 48.484375 \r\n",
       "Q 21.1875 48.484375 17.84375 46.4375 \r\n",
       "Q 14.5 44.390625 14.5 40.28125 \r\n",
       "Q 14.5 37.15625 16.890625 35.375 \r\n",
       "Q 19.28125 33.59375 26.515625 31.984375 \r\n",
       "L 29.59375 31.296875 \r\n",
       "Q 39.15625 29.25 43.1875 25.515625 \r\n",
       "Q 47.21875 21.78125 47.21875 15.09375 \r\n",
       "Q 47.21875 7.46875 41.1875 3.015625 \r\n",
       "Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
       "Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
       "Q 10.6875 0.296875 5.421875 2 \r\n",
       "L 5.421875 11.28125 \r\n",
       "Q 10.40625 8.6875 15.234375 7.390625 \r\n",
       "Q 20.0625 6.109375 24.8125 6.109375 \r\n",
       "Q 31.15625 6.109375 34.5625 8.28125 \r\n",
       "Q 37.984375 10.453125 37.984375 14.40625 \r\n",
       "Q 37.984375 18.0625 35.515625 20.015625 \r\n",
       "Q 33.0625 21.96875 24.703125 23.78125 \r\n",
       "L 21.578125 24.515625 \r\n",
       "Q 13.234375 26.265625 9.515625 29.90625 \r\n",
       "Q 5.8125 33.546875 5.8125 39.890625 \r\n",
       "Q 5.8125 47.609375 11.28125 51.796875 \r\n",
       "Q 16.75 56 26.8125 56 \r\n",
       "Q 31.78125 56 36.171875 55.265625 \r\n",
       "Q 40.578125 54.546875 44.28125 53.078125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-115\"/>\r\n",
       "      <path id=\"DejaVuSans-32\"/>\r\n",
       "      <path d=\"M 56.203125 29.59375 \r\n",
       "L 56.203125 25.203125 \r\n",
       "L 14.890625 25.203125 \r\n",
       "Q 15.484375 15.921875 20.484375 11.0625 \r\n",
       "Q 25.484375 6.203125 34.421875 6.203125 \r\n",
       "Q 39.59375 6.203125 44.453125 7.46875 \r\n",
       "Q 49.3125 8.734375 54.109375 11.28125 \r\n",
       "L 54.109375 2.78125 \r\n",
       "Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
       "Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
       "Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
       "Q 5.515625 13.8125 5.515625 26.8125 \r\n",
       "Q 5.515625 40.234375 12.765625 48.109375 \r\n",
       "Q 20.015625 56 32.328125 56 \r\n",
       "Q 43.359375 56 49.78125 48.890625 \r\n",
       "Q 56.203125 41.796875 56.203125 29.59375 \r\n",
       "z\r\n",
       "M 47.21875 32.234375 \r\n",
       "Q 47.125 39.59375 43.09375 43.984375 \r\n",
       "Q 39.0625 48.390625 32.421875 48.390625 \r\n",
       "Q 24.90625 48.390625 20.390625 44.140625 \r\n",
       "Q 15.875 39.890625 15.1875 32.171875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-101\"/>\r\n",
       "      <path d=\"M 18.3125 70.21875 \r\n",
       "L 18.3125 54.6875 \r\n",
       "L 36.8125 54.6875 \r\n",
       "L 36.8125 47.703125 \r\n",
       "L 18.3125 47.703125 \r\n",
       "L 18.3125 18.015625 \r\n",
       "Q 18.3125 11.328125 20.140625 9.421875 \r\n",
       "Q 21.96875 7.515625 27.59375 7.515625 \r\n",
       "L 36.8125 7.515625 \r\n",
       "L 36.8125 0 \r\n",
       "L 27.59375 0 \r\n",
       "Q 17.1875 0 13.234375 3.875 \r\n",
       "Q 9.28125 7.765625 9.28125 18.015625 \r\n",
       "L 9.28125 47.703125 \r\n",
       "L 2.6875 47.703125 \r\n",
       "L 2.6875 54.6875 \r\n",
       "L 9.28125 54.6875 \r\n",
       "L 9.28125 70.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-116\"/>\r\n",
       "      <path d=\"M 30.609375 48.390625 \r\n",
       "Q 23.390625 48.390625 19.1875 42.75 \r\n",
       "Q 14.984375 37.109375 14.984375 27.296875 \r\n",
       "Q 14.984375 17.484375 19.15625 11.84375 \r\n",
       "Q 23.34375 6.203125 30.609375 6.203125 \r\n",
       "Q 37.796875 6.203125 41.984375 11.859375 \r\n",
       "Q 46.1875 17.53125 46.1875 27.296875 \r\n",
       "Q 46.1875 37.015625 41.984375 42.703125 \r\n",
       "Q 37.796875 48.390625 30.609375 48.390625 \r\n",
       "z\r\n",
       "M 30.609375 56 \r\n",
       "Q 42.328125 56 49.015625 48.375 \r\n",
       "Q 55.71875 40.765625 55.71875 27.296875 \r\n",
       "Q 55.71875 13.875 49.015625 6.21875 \r\n",
       "Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
       "Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
       "Q 5.515625 13.875 5.515625 27.296875 \r\n",
       "Q 5.515625 40.765625 12.171875 48.375 \r\n",
       "Q 18.84375 56 30.609375 56 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-111\"/>\r\n",
       "      <path d=\"M 34.28125 27.484375 \r\n",
       "Q 23.390625 27.484375 19.1875 25 \r\n",
       "Q 14.984375 22.515625 14.984375 16.5 \r\n",
       "Q 14.984375 11.71875 18.140625 8.90625 \r\n",
       "Q 21.296875 6.109375 26.703125 6.109375 \r\n",
       "Q 34.1875 6.109375 38.703125 11.40625 \r\n",
       "Q 43.21875 16.703125 43.21875 25.484375 \r\n",
       "L 43.21875 27.484375 \r\n",
       "z\r\n",
       "M 52.203125 31.203125 \r\n",
       "L 52.203125 0 \r\n",
       "L 43.21875 0 \r\n",
       "L 43.21875 8.296875 \r\n",
       "Q 40.140625 3.328125 35.546875 0.953125 \r\n",
       "Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
       "Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
       "Q 6 8.015625 6 15.921875 \r\n",
       "Q 6 25.140625 12.171875 29.828125 \r\n",
       "Q 18.359375 34.515625 30.609375 34.515625 \r\n",
       "L 43.21875 34.515625 \r\n",
       "L 43.21875 35.40625 \r\n",
       "Q 43.21875 41.609375 39.140625 45 \r\n",
       "Q 35.0625 48.390625 27.6875 48.390625 \r\n",
       "Q 23 48.390625 18.546875 47.265625 \r\n",
       "Q 14.109375 46.140625 10.015625 43.890625 \r\n",
       "L 10.015625 52.203125 \r\n",
       "Q 14.9375 54.109375 19.578125 55.046875 \r\n",
       "Q 24.21875 56 28.609375 56 \r\n",
       "Q 40.484375 56 46.34375 49.84375 \r\n",
       "Q 52.203125 43.703125 52.203125 31.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-97\"/>\r\n",
       "      <path d=\"M 19.09375 12.40625 \r\n",
       "L 29 12.40625 \r\n",
       "L 29 0 \r\n",
       "L 19.09375 0 \r\n",
       "z\r\n",
       "M 28.71875 19.578125 \r\n",
       "L 19.390625 19.578125 \r\n",
       "L 19.390625 27.09375 \r\n",
       "Q 19.390625 32.03125 20.75 35.203125 \r\n",
       "Q 22.125 38.375 26.515625 42.578125 \r\n",
       "L 30.90625 46.921875 \r\n",
       "Q 33.6875 49.515625 34.9375 51.8125 \r\n",
       "Q 36.1875 54.109375 36.1875 56.5 \r\n",
       "Q 36.1875 60.84375 32.984375 63.53125 \r\n",
       "Q 29.78125 66.21875 24.515625 66.21875 \r\n",
       "Q 20.65625 66.21875 16.28125 64.5 \r\n",
       "Q 11.921875 62.796875 7.171875 59.515625 \r\n",
       "L 7.171875 68.703125 \r\n",
       "Q 11.765625 71.484375 16.46875 72.84375 \r\n",
       "Q 21.1875 74.21875 26.21875 74.21875 \r\n",
       "Q 35.203125 74.21875 40.640625 69.484375 \r\n",
       "Q 46.09375 64.75 46.09375 56.984375 \r\n",
       "Q 46.09375 53.265625 44.328125 49.921875 \r\n",
       "Q 42.578125 46.578125 38.1875 42.390625 \r\n",
       "L 33.890625 38.1875 \r\n",
       "Q 31.59375 35.890625 30.640625 34.59375 \r\n",
       "Q 29.6875 33.296875 29.296875 32.078125 \r\n",
       "Q 29 31.0625 28.859375 29.59375 \r\n",
       "Q 28.71875 28.125 28.71875 25.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-63\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(14.798438 194.655937)rotate(-90)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-73\"/>\r\n",
       "      <use x=\"29.492188\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      <use x=\"70.605469\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "      <use x=\"98.388672\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"150.488281\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "      <use x=\"182.275391\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"234.375\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"295.898438\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"335.107422\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "      <use x=\"396.289062\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"448.388672\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"509.667969\" xlink:href=\"#DejaVuSans-63\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_16\">\r\n",
       "    <path clip-path=\"url(#p722cd07fec)\" d=\"M 52.160938 115.355908 \r\n",
       "L 59.160431 115.503861 \r\n",
       "L 66.159925 115.683847 \r\n",
       "L 73.159419 115.902649 \r\n",
       "L 80.158912 116.168415 \r\n",
       "L 87.158406 116.490891 \r\n",
       "L 94.1579 116.881693 \r\n",
       "L 101.157393 117.354583 \r\n",
       "L 108.156887 117.925757 \r\n",
       "L 115.156381 118.614123 \r\n",
       "L 122.155874 119.441523 \r\n",
       "L 129.155368 120.432866 \r\n",
       "L 136.154862 121.6161 \r\n",
       "L 143.154355 123.021934 \r\n",
       "L 150.153849 124.683215 \r\n",
       "L 157.153343 126.633825 \r\n",
       "L 164.152836 128.907005 \r\n",
       "L 171.15233 131.533009 \r\n",
       "L 178.151824 134.536101 \r\n",
       "L 185.151317 137.931 \r\n",
       "L 192.150811 141.719085 \r\n",
       "L 199.150305 145.884864 \r\n",
       "L 206.149798 150.393356 \r\n",
       "L 213.149292 155.189132 \r\n",
       "L 220.148786 160.197602 \r\n",
       "L 227.148279 165.328805 \r\n",
       "L 234.147773 170.483452 \r\n",
       "L 241.147267 175.560437 \r\n",
       "L 248.14676 180.464632 \r\n",
       "L 255.146254 185.113739 \r\n",
       "L 262.145748 189.443178 \r\n",
       "L 269.145241 193.408533 \r\n",
       "L 276.144735 196.985563 \r\n",
       "L 283.144229 200.168266 \r\n",
       "L 290.143722 202.965677 \r\n",
       "L 297.143216 205.398123 \r\n",
       "L 304.14271 207.493505 \r\n",
       "L 311.142203 209.284021 \r\n",
       "L 318.141697 210.803505 \r\n",
       "L 325.141191 212.085449 \r\n",
       "L 332.140684 213.161652 \r\n",
       "L 339.140178 214.061388 \r\n",
       "L 346.139672 214.810985 \r\n",
       "L 353.139165 215.433692 \r\n",
       "L 360.138659 215.949744 \r\n",
       "L 367.138153 216.376558 \r\n",
       "L 374.137646 216.728984 \r\n",
       "L 381.13714 217.019589 \r\n",
       "L 388.136634 217.25895 \r\n",
       "L 395.136127 217.45592 \r\n",
       "L 402.135621 217.617883 \r\n",
       "L 409.135115 217.750978 \r\n",
       "L 416.134608 217.860294 \r\n",
       "L 423.134102 217.950041 \r\n",
       "L 430.133596 218.023696 \r\n",
       "L 437.133089 218.084129 \r\n",
       "L 444.132583 218.1337 \r\n",
       "L 451.132077 218.174355 \r\n",
       "L 458.13157 218.207691 \r\n",
       "L 465.131064 218.235023 \r\n",
       "L 472.130558 218.25743 \r\n",
       "L 479.130051 218.275798 \r\n",
       "L 486.129545 218.290853 \r\n",
       "L 493.129039 218.303193 \r\n",
       "L 500.128532 218.313306 \r\n",
       "L 507.128026 218.321595 \r\n",
       "L 514.12752 218.328387 \r\n",
       "L 521.127013 218.333954 \r\n",
       "L 528.126507 218.338516 \r\n",
       "L 535.126001 218.342254 \r\n",
       "L 542.125494 218.345317 \r\n",
       "L 549.124988 218.347827 \r\n",
       "L 556.124482 218.349884 \r\n",
       "L 563.123975 218.35157 \r\n",
       "L 570.123469 218.352951 \r\n",
       "L 577.122963 218.354083 \r\n",
       "L 584.122456 218.355011 \r\n",
       "L 591.12195 218.35577 \r\n",
       "L 598.121444 218.356393 \r\n",
       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:2;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_17\">\r\n",
       "    <path clip-path=\"url(#p722cd07fec)\" d=\"M 227.148279 322.039219 \r\n",
       "L 227.148279 10.999219 \r\n",
       "\" style=\"fill:none;stroke:#ffa500;stroke-dasharray:5.55,2.4;stroke-dashoffset:0;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 52.160938 322.039219 \r\n",
       "L 52.160938 10.999219 \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 605.120937 322.039219 \r\n",
       "L 605.120937 10.999219 \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 52.160938 322.039219 \r\n",
       "L 605.120937 322.039219 \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 52.160938 10.999219 \r\n",
       "L 605.120937 10.999219 \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=\"p722cd07fec\">\r\n",
       "   <rect height=\"311.04\" width=\"552.96\" x=\"52.160938\" y=\"10.999219\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 691.2x388.8 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = regdotsMx(XMx3, yMx3, xlabel='x', ylabel='Iris setosa?')\n",
    "logistic_regline(fig, thetaBest, XMx3)\n",
    "threshold_val(fig, 2.5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "source": [
    "Traktujemy wartość $h_\\theta(x)$ jako prawdopodobieństwo, że cecha przyjmie wartość pozytywną:\n",
    "\n",
    "$$ h_\\theta(x) = P(y = 1 \\, | \\, x; \\theta) $$"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "fragment"
    }
   },
   "source": [
    "Jeżeli $h_\\theta(x) > 0.5$, to dla takiego $x$ będziemy przewidywać wartość $y = 1$.\n",
    "W przeciwnym wypadku przewidzimy $y = 0$."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "### Dwuklasowa regresja logistyczna: więcej cech"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "notes"
    }
   },
   "source": [
    "Jak postąpić, jeżeli będziemy mieli więcej niż jedną cechę $x$?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "fragment"
    }
   },
   "source": [
    "Weźmy pod uwagę następujące cechy:\n",
    " * długość działek kielicha\n",
    " * szerokość działek kielicha\n",
    " * długość płatka\n",
    " * szerokość płatka"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "   dł. płatków  szer. płatków  dł. dz. k.  szer. dz. k.  Iris setosa?\n",
      "0          1.4            0.2         5.2           3.4             1\n",
      "1          1.5            0.4         5.1           3.7             1\n",
      "2          5.6            2.4         6.7           3.1             0\n",
      "3          5.1            2.0         6.5           3.2             0\n",
      "4          4.5            1.7         4.9           2.5             0\n",
      "5          5.1            1.6         6.0           2.7             0\n"
     ]
    }
   ],
   "source": [
    "data_iris_setosa_multi = pandas.DataFrame()\n",
    "data_iris_setosa_multi['dł. płatków'] = data_iris['pl']  # \"pl\" oznacza \"petal length\" (długość płatków)\n",
    "data_iris_setosa_multi['szer. płatków'] = data_iris['pw']  # \"pw\" oznacza \"petal width\" (szerokość płatków)\n",
    "data_iris_setosa_multi['dł. dz. k.'] = data_iris['sl']  # \"sl\" oznacza \"sepal length\" (długość działek kielicha)\n",
    "data_iris_setosa_multi['szer. dz. k.'] = data_iris['sw']  # \"sw\" oznacza \"sepal width\" (szerokość działek kielicha)\n",
    "data_iris_setosa_multi['Iris setosa?'] = data_iris['Gatunek'].apply(lambda x: 1 if x=='Iris-setosa' else 0)\n",
    "print(data_iris_setosa_multi[:6])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "slideshow": {
     "slide_type": "notes"
    }
   },
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.PairGrid at 0x25ab2497e20>"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "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=\"441.65625pt\" version=\"1.1\" viewBox=\"0 0 816.284821 441.65625\" width=\"816.284821pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">\r\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
       "  </style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 441.65625 \r\n",
       "L 816.284821 441.65625 \r\n",
       "L 816.284821 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 34.640625 98.825 \r\n",
       "L 194.643477 98.825 \r\n",
       "L 194.643477 7.2 \r\n",
       "L 34.640625 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"mcf83a91911\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"66.150169\" xlink:href=\"#mcf83a91911\" y=\"98.825\"/>\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=\"106.936431\" xlink:href=\"#mcf83a91911\" y=\"98.825\"/>\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=\"147.722693\" xlink:href=\"#mcf83a91911\" y=\"98.825\"/>\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=\"188.508955\" xlink:href=\"#mcf83a91911\" y=\"98.825\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"m59b455055f\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.640625\" xlink:href=\"#m59b455055f\" y=\"80.542354\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 2 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 19.1875 8.296875 \r\n",
       "L 53.609375 8.296875 \r\n",
       "L 53.609375 0 \r\n",
       "L 7.328125 0 \r\n",
       "L 7.328125 8.296875 \r\n",
       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
       "L 7.8125 69.390625 \r\n",
       "Q 13.765625 71.78125 18.9375 73 \r\n",
       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-50\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(21.278125 84.341572)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.640625\" xlink:href=\"#m59b455055f\" y=\"52.306606\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 4 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 37.796875 64.3125 \r\n",
       "L 12.890625 25.390625 \r\n",
       "L 37.796875 25.390625 \r\n",
       "z\r\n",
       "M 35.203125 72.90625 \r\n",
       "L 47.609375 72.90625 \r\n",
       "L 47.609375 25.390625 \r\n",
       "L 58.015625 25.390625 \r\n",
       "L 58.015625 17.1875 \r\n",
       "L 47.609375 17.1875 \r\n",
       "L 47.609375 0 \r\n",
       "L 37.796875 0 \r\n",
       "L 37.796875 17.1875 \r\n",
       "L 4.890625 17.1875 \r\n",
       "L 4.890625 26.703125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-52\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(21.278125 56.105825)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.640625\" xlink:href=\"#m59b455055f\" y=\"24.070859\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 6 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 33.015625 40.375 \r\n",
       "Q 26.375 40.375 22.484375 35.828125 \r\n",
       "Q 18.609375 31.296875 18.609375 23.390625 \r\n",
       "Q 18.609375 15.53125 22.484375 10.953125 \r\n",
       "Q 26.375 6.390625 33.015625 6.390625 \r\n",
       "Q 39.65625 6.390625 43.53125 10.953125 \r\n",
       "Q 47.40625 15.53125 47.40625 23.390625 \r\n",
       "Q 47.40625 31.296875 43.53125 35.828125 \r\n",
       "Q 39.65625 40.375 33.015625 40.375 \r\n",
       "z\r\n",
       "M 52.59375 71.296875 \r\n",
       "L 52.59375 62.3125 \r\n",
       "Q 48.875 64.0625 45.09375 64.984375 \r\n",
       "Q 41.3125 65.921875 37.59375 65.921875 \r\n",
       "Q 27.828125 65.921875 22.671875 59.328125 \r\n",
       "Q 17.53125 52.734375 16.796875 39.40625 \r\n",
       "Q 19.671875 43.65625 24.015625 45.921875 \r\n",
       "Q 28.375 48.1875 33.59375 48.1875 \r\n",
       "Q 44.578125 48.1875 50.953125 41.515625 \r\n",
       "Q 57.328125 34.859375 57.328125 23.390625 \r\n",
       "Q 57.328125 12.15625 50.6875 5.359375 \r\n",
       "Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
       "Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
       "Q 6.984375 17.96875 6.984375 36.375 \r\n",
       "Q 6.984375 53.65625 15.1875 63.9375 \r\n",
       "Q 23.390625 74.21875 37.203125 74.21875 \r\n",
       "Q 40.921875 74.21875 44.703125 73.484375 \r\n",
       "Q 48.484375 72.75 52.59375 71.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-54\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(21.278125 27.870078)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_4\">\r\n",
       "     <!-- dł. płatków -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 45.40625 46.390625 \r\n",
       "L 45.40625 75.984375 \r\n",
       "L 54.390625 75.984375 \r\n",
       "L 54.390625 0 \r\n",
       "L 45.40625 0 \r\n",
       "L 45.40625 8.203125 \r\n",
       "Q 42.578125 3.328125 38.25 0.953125 \r\n",
       "Q 33.9375 -1.421875 27.875 -1.421875 \r\n",
       "Q 17.96875 -1.421875 11.734375 6.484375 \r\n",
       "Q 5.515625 14.40625 5.515625 27.296875 \r\n",
       "Q 5.515625 40.1875 11.734375 48.09375 \r\n",
       "Q 17.96875 56 27.875 56 \r\n",
       "Q 33.9375 56 38.25 53.625 \r\n",
       "Q 42.578125 51.265625 45.40625 46.390625 \r\n",
       "z\r\n",
       "M 14.796875 27.296875 \r\n",
       "Q 14.796875 17.390625 18.875 11.75 \r\n",
       "Q 22.953125 6.109375 30.078125 6.109375 \r\n",
       "Q 37.203125 6.109375 41.296875 11.75 \r\n",
       "Q 45.40625 17.390625 45.40625 27.296875 \r\n",
       "Q 45.40625 37.203125 41.296875 42.84375 \r\n",
       "Q 37.203125 48.484375 30.078125 48.484375 \r\n",
       "Q 22.953125 48.484375 18.875 42.84375 \r\n",
       "Q 14.796875 37.203125 14.796875 27.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-100\"/>\r\n",
       "      <path d=\"M 9.71875 75.984375 \r\n",
       "L 18.703125 75.984375 \r\n",
       "L 18.703125 46.578125 \r\n",
       "L 24.8125 50.984375 \r\n",
       "L 28.515625 45.796875 \r\n",
       "L 18.703125 38.921875 \r\n",
       "L 18.703125 0 \r\n",
       "L 9.71875 0 \r\n",
       "L 9.71875 32.515625 \r\n",
       "L 3.71875 28.21875 \r\n",
       "L 0.09375 33.40625 \r\n",
       "L 9.71875 40.28125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-322\"/>\r\n",
       "      <path d=\"M 10.6875 12.40625 \r\n",
       "L 21 12.40625 \r\n",
       "L 21 0 \r\n",
       "L 10.6875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-46\"/>\r\n",
       "      <path id=\"DejaVuSans-32\"/>\r\n",
       "      <path d=\"M 18.109375 8.203125 \r\n",
       "L 18.109375 -20.796875 \r\n",
       "L 9.078125 -20.796875 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.390625 \r\n",
       "Q 20.953125 51.265625 25.265625 53.625 \r\n",
       "Q 29.59375 56 35.59375 56 \r\n",
       "Q 45.5625 56 51.78125 48.09375 \r\n",
       "Q 58.015625 40.1875 58.015625 27.296875 \r\n",
       "Q 58.015625 14.40625 51.78125 6.484375 \r\n",
       "Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
       "Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
       "Q 20.953125 3.328125 18.109375 8.203125 \r\n",
       "z\r\n",
       "M 48.6875 27.296875 \r\n",
       "Q 48.6875 37.203125 44.609375 42.84375 \r\n",
       "Q 40.53125 48.484375 33.40625 48.484375 \r\n",
       "Q 26.265625 48.484375 22.1875 42.84375 \r\n",
       "Q 18.109375 37.203125 18.109375 27.296875 \r\n",
       "Q 18.109375 17.390625 22.1875 11.75 \r\n",
       "Q 26.265625 6.109375 33.40625 6.109375 \r\n",
       "Q 40.53125 6.109375 44.609375 11.75 \r\n",
       "Q 48.6875 17.390625 48.6875 27.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-112\"/>\r\n",
       "      <path d=\"M 34.28125 27.484375 \r\n",
       "Q 23.390625 27.484375 19.1875 25 \r\n",
       "Q 14.984375 22.515625 14.984375 16.5 \r\n",
       "Q 14.984375 11.71875 18.140625 8.90625 \r\n",
       "Q 21.296875 6.109375 26.703125 6.109375 \r\n",
       "Q 34.1875 6.109375 38.703125 11.40625 \r\n",
       "Q 43.21875 16.703125 43.21875 25.484375 \r\n",
       "L 43.21875 27.484375 \r\n",
       "z\r\n",
       "M 52.203125 31.203125 \r\n",
       "L 52.203125 0 \r\n",
       "L 43.21875 0 \r\n",
       "L 43.21875 8.296875 \r\n",
       "Q 40.140625 3.328125 35.546875 0.953125 \r\n",
       "Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
       "Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
       "Q 6 8.015625 6 15.921875 \r\n",
       "Q 6 25.140625 12.171875 29.828125 \r\n",
       "Q 18.359375 34.515625 30.609375 34.515625 \r\n",
       "L 43.21875 34.515625 \r\n",
       "L 43.21875 35.40625 \r\n",
       "Q 43.21875 41.609375 39.140625 45 \r\n",
       "Q 35.0625 48.390625 27.6875 48.390625 \r\n",
       "Q 23 48.390625 18.546875 47.265625 \r\n",
       "Q 14.109375 46.140625 10.015625 43.890625 \r\n",
       "L 10.015625 52.203125 \r\n",
       "Q 14.9375 54.109375 19.578125 55.046875 \r\n",
       "Q 24.21875 56 28.609375 56 \r\n",
       "Q 40.484375 56 46.34375 49.84375 \r\n",
       "Q 52.203125 43.703125 52.203125 31.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-97\"/>\r\n",
       "      <path d=\"M 18.3125 70.21875 \r\n",
       "L 18.3125 54.6875 \r\n",
       "L 36.8125 54.6875 \r\n",
       "L 36.8125 47.703125 \r\n",
       "L 18.3125 47.703125 \r\n",
       "L 18.3125 18.015625 \r\n",
       "Q 18.3125 11.328125 20.140625 9.421875 \r\n",
       "Q 21.96875 7.515625 27.59375 7.515625 \r\n",
       "L 36.8125 7.515625 \r\n",
       "L 36.8125 0 \r\n",
       "L 27.59375 0 \r\n",
       "Q 17.1875 0 13.234375 3.875 \r\n",
       "Q 9.28125 7.765625 9.28125 18.015625 \r\n",
       "L 9.28125 47.703125 \r\n",
       "L 2.6875 47.703125 \r\n",
       "L 2.6875 54.6875 \r\n",
       "L 9.28125 54.6875 \r\n",
       "L 9.28125 70.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-116\"/>\r\n",
       "      <path d=\"M 9.078125 75.984375 \r\n",
       "L 18.109375 75.984375 \r\n",
       "L 18.109375 31.109375 \r\n",
       "L 44.921875 54.6875 \r\n",
       "L 56.390625 54.6875 \r\n",
       "L 27.390625 29.109375 \r\n",
       "L 57.625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 18.109375 26.703125 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-107\"/>\r\n",
       "      <path d=\"M 30.609375 48.390625 \r\n",
       "Q 23.390625 48.390625 19.1875 42.75 \r\n",
       "Q 14.984375 37.109375 14.984375 27.296875 \r\n",
       "Q 14.984375 17.484375 19.15625 11.84375 \r\n",
       "Q 23.34375 6.203125 30.609375 6.203125 \r\n",
       "Q 37.796875 6.203125 41.984375 11.859375 \r\n",
       "Q 46.1875 17.53125 46.1875 27.296875 \r\n",
       "Q 46.1875 37.015625 41.984375 42.703125 \r\n",
       "Q 37.796875 48.390625 30.609375 48.390625 \r\n",
       "z\r\n",
       "M 30.609375 56 \r\n",
       "Q 42.328125 56 49.015625 48.375 \r\n",
       "Q 55.71875 40.765625 55.71875 27.296875 \r\n",
       "Q 55.71875 13.875 49.015625 6.21875 \r\n",
       "Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
       "Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
       "Q 5.515625 13.875 5.515625 27.296875 \r\n",
       "Q 5.515625 40.765625 12.171875 48.375 \r\n",
       "Q 18.84375 56 30.609375 56 \r\n",
       "z\r\n",
       "M 37.40625 79.984375 \r\n",
       "L 47.125 79.984375 \r\n",
       "L 31.203125 61.625 \r\n",
       "L 23.734375 61.625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-243\"/>\r\n",
       "      <path d=\"M 4.203125 54.6875 \r\n",
       "L 13.1875 54.6875 \r\n",
       "L 24.421875 12.015625 \r\n",
       "L 35.59375 54.6875 \r\n",
       "L 46.1875 54.6875 \r\n",
       "L 57.421875 12.015625 \r\n",
       "L 68.609375 54.6875 \r\n",
       "L 77.59375 54.6875 \r\n",
       "L 63.28125 0 \r\n",
       "L 52.6875 0 \r\n",
       "L 40.921875 44.828125 \r\n",
       "L 29.109375 0 \r\n",
       "L 18.5 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-119\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(15.198437 80.267969)rotate(-90)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-100\"/>\r\n",
       "      <use x=\"63.476562\" xlink:href=\"#DejaVuSans-322\"/>\r\n",
       "      <use x=\"91.894531\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "      <use x=\"123.681641\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "      <use x=\"155.46875\" xlink:href=\"#DejaVuSans-112\"/>\r\n",
       "      <use x=\"218.945312\" xlink:href=\"#DejaVuSans-322\"/>\r\n",
       "      <use x=\"247.363281\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"308.642578\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"347.851562\" xlink:href=\"#DejaVuSans-107\"/>\r\n",
       "      <use x=\"402.136719\" xlink:href=\"#DejaVuSans-243\"/>\r\n",
       "      <use x=\"463.318359\" xlink:href=\"#DejaVuSans-119\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 34.640625 98.825 \r\n",
       "L 34.640625 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 34.640625 98.825 \r\n",
       "L 194.643477 98.825 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_2\">\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 217.012323 98.825 \r\n",
       "L 377.015175 98.825 \r\n",
       "L 377.015175 7.2 \r\n",
       "L 217.012323 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_1\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 3 \r\n",
       "C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
       "C 2.683901 1.55874 3 0.795609 3 0 \r\n",
       "C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
       "C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
       "C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
       "C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
       "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
       "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
       "z\r\n",
       "\" id=\"mbabad1bf00\" style=\"stroke:#ffffff;stroke-width:0.75;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p36f144c0af)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"339.301223\" xlink:href=\"#mbabad1bf00\" y=\"29.718008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.193179\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"305.862146\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"301.085135\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"272.423068\" xlink:href=\"#mbabad1bf00\" y=\"59.365543\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"272.423068\" xlink:href=\"#mbabad1bf00\" y=\"59.365543\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"344.078234\" xlink:href=\"#mbabad1bf00\" y=\"28.306221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"39.60052\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"339.301223\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"301.085135\" xlink:href=\"#mbabad1bf00\" y=\"26.894434\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.193179\" xlink:href=\"#mbabad1bf00\" y=\"14.188347\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"41.012307\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"38.188733\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"315.416168\" xlink:href=\"#mbabad1bf00\" y=\"22.659072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"46.659457\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"42.424095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"49.483032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"277.200079\" xlink:href=\"#mbabad1bf00\" y=\"53.718394\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"301.085135\" xlink:href=\"#mbabad1bf00\" y=\"42.424095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"57.953756\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"52.306606\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"272.423068\" xlink:href=\"#mbabad1bf00\" y=\"56.541968\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"46.659457\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.193179\" xlink:href=\"#mbabad1bf00\" y=\"18.42371\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"50.894819\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"272.423068\" xlink:href=\"#mbabad1bf00\" y=\"50.894819\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"43.835882\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"281.97709\" xlink:href=\"#mbabad1bf00\" y=\"42.424095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"281.97709\" xlink:href=\"#mbabad1bf00\" y=\"46.659457\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"41.012307\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"39.60052\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"42.424095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"33.953371\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"315.416168\" xlink:href=\"#mbabad1bf00\" y=\"33.953371\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"281.97709\" xlink:href=\"#mbabad1bf00\" y=\"52.306606\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"339.301223\" xlink:href=\"#mbabad1bf00\" y=\"29.718008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"42.424095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"272.423068\" xlink:href=\"#mbabad1bf00\" y=\"52.306606\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"41.012307\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"48.071244\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"50.894819\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"272.423068\" xlink:href=\"#mbabad1bf00\" y=\"62.189118\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"315.416168\" xlink:href=\"#mbabad1bf00\" y=\"38.188733\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"49.483032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"53.718394\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"41.012307\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"22.659072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"32.541583\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"48.071244\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"31.129796\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"315.416168\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"28.306221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"329.747201\" xlink:href=\"#mbabad1bf00\" y=\"29.718008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"277.200079\" xlink:href=\"#mbabad1bf00\" y=\"55.130181\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"344.078234\" xlink:href=\"#mbabad1bf00\" y=\"22.659072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"26.894434\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"43.835882\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"301.085135\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"39.60052\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"35.365158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"315.416168\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"31.129796\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"19.835497\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"324.97019\" xlink:href=\"#mbabad1bf00\" y=\"25.482646\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"29.718008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"277.200079\" xlink:href=\"#mbabad1bf00\" y=\"66.42448\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"29.718008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"24.070859\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"52.306606\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"329.747201\" xlink:href=\"#mbabad1bf00\" y=\"14.188347\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"49.483032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.193179\" xlink:href=\"#mbabad1bf00\" y=\"35.365158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"46.659457\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"324.97019\" xlink:href=\"#mbabad1bf00\" y=\"29.718008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"272.423068\" xlink:href=\"#mbabad1bf00\" y=\"62.189118\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.193179\" xlink:href=\"#mbabad1bf00\" y=\"38.188733\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"305.862146\" xlink:href=\"#mbabad1bf00\" y=\"38.188733\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"39.60052\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"11.364773\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"281.97709\" xlink:href=\"#mbabad1bf00\" y=\"49.483032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"324.97019\" xlink:href=\"#mbabad1bf00\" y=\"15.600135\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.193179\" xlink:href=\"#mbabad1bf00\" y=\"39.60052\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"25.482646\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"344.078234\" xlink:href=\"#mbabad1bf00\" y=\"24.070859\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"281.97709\" xlink:href=\"#mbabad1bf00\" y=\"53.718394\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"52.306606\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"43.835882\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"324.97019\" xlink:href=\"#mbabad1bf00\" y=\"31.129796\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"329.747201\" xlink:href=\"#mbabad1bf00\" y=\"26.894434\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"324.97019\" xlink:href=\"#mbabad1bf00\" y=\"32.541583\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"324.97019\" xlink:href=\"#mbabad1bf00\" y=\"28.306221\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_2\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 3 \r\n",
       "C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
       "C 2.683901 1.55874 3 0.795609 3 0 \r\n",
       "C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
       "C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
       "C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
       "C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
       "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
       "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
       "z\r\n",
       "\" id=\"m16407aa307\" style=\"stroke:#ffffff;stroke-width:0.75;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#p36f144c0af)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"243.761002\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"229.429968\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"81.954141\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"90.424865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"238.98399\" xlink:href=\"#m16407aa307\" y=\"90.424865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"243.761002\" xlink:href=\"#m16407aa307\" y=\"90.424865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"91.836653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"90.424865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"243.761002\" xlink:href=\"#m16407aa307\" y=\"81.954141\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"243.761002\" xlink:href=\"#m16407aa307\" y=\"86.189503\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"86.189503\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"86.189503\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"248.538013\" xlink:href=\"#m16407aa307\" y=\"84.777716\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"229.429968\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"238.98399\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"86.189503\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"94.660227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"253.315024\" xlink:href=\"#m16407aa307\" y=\"86.189503\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"243.761002\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"86.189503\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"90.424865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"243.761002\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"90.424865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"238.98399\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"243.761002\" xlink:href=\"#m16407aa307\" y=\"84.777716\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"84.777716\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"229.429968\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"229.429968\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"238.98399\" xlink:href=\"#m16407aa307\" y=\"84.777716\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"86.189503\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"238.98399\" xlink:href=\"#m16407aa307\" y=\"90.424865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"238.98399\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"229.429968\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"229.429968\" xlink:href=\"#m16407aa307\" y=\"93.24844\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"91.836653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"238.98399\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_3\">\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"224.652957\" xlink:href=\"#mcf83a91911\" y=\"98.825\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_6\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"272.423068\" xlink:href=\"#mcf83a91911\" y=\"98.825\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_7\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"320.193179\" xlink:href=\"#mcf83a91911\" y=\"98.825\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_8\">\r\n",
       "     <g id=\"line2d_11\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"367.96329\" xlink:href=\"#mcf83a91911\" y=\"98.825\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_4\">\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_12\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"217.012323\" xlink:href=\"#m59b455055f\" y=\"80.542354\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_13\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"217.012323\" xlink:href=\"#m59b455055f\" y=\"52.306606\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_14\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"217.012323\" xlink:href=\"#m59b455055f\" y=\"24.070859\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 217.012323 98.825 \r\n",
       "L 217.012323 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_7\">\r\n",
       "    <path d=\"M 217.012323 98.825 \r\n",
       "L 377.015175 98.825 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_3\">\r\n",
       "   <g id=\"patch_8\">\r\n",
       "    <path d=\"M 399.384021 98.825 \r\n",
       "L 559.386873 98.825 \r\n",
       "L 559.386873 7.2 \r\n",
       "L 399.384021 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_3\">\r\n",
       "    <g clip-path=\"url(#p63bd49c317)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"29.718008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"485.247354\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"437.450116\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"470.310717\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#mbabad1bf00\" y=\"59.365543\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#mbabad1bf00\" y=\"59.365543\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"28.306221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"473.298044\" xlink:href=\"#mbabad1bf00\" y=\"39.60052\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"464.336062\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"506.158645\" xlink:href=\"#mbabad1bf00\" y=\"26.894434\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"521.095281\" xlink:href=\"#mbabad1bf00\" y=\"14.188347\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"476.285372\" xlink:href=\"#mbabad1bf00\" y=\"41.012307\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"470.310717\" xlink:href=\"#mbabad1bf00\" y=\"38.188733\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"512.133299\" xlink:href=\"#mbabad1bf00\" y=\"22.659072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"46.659457\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"42.424095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"458.361408\" xlink:href=\"#mbabad1bf00\" y=\"49.483032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"458.361408\" xlink:href=\"#mbabad1bf00\" y=\"53.718394\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"42.424095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"470.310717\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"458.361408\" xlink:href=\"#mbabad1bf00\" y=\"57.953756\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"455.37408\" xlink:href=\"#mbabad1bf00\" y=\"52.306606\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"455.37408\" xlink:href=\"#mbabad1bf00\" y=\"56.541968\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"488.234681\" xlink:href=\"#mbabad1bf00\" y=\"46.659457\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"527.069936\" xlink:href=\"#mbabad1bf00\" y=\"18.42371\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#mbabad1bf00\" y=\"50.894819\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"464.336062\" xlink:href=\"#mbabad1bf00\" y=\"50.894819\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"485.247354\" xlink:href=\"#mbabad1bf00\" y=\"43.835882\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"473.298044\" xlink:href=\"#mbabad1bf00\" y=\"42.424095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"455.37408\" xlink:href=\"#mbabad1bf00\" y=\"46.659457\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"494.209335\" xlink:href=\"#mbabad1bf00\" y=\"41.012307\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"497.196663\" xlink:href=\"#mbabad1bf00\" y=\"39.60052\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"473.298044\" xlink:href=\"#mbabad1bf00\" y=\"42.424095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"482.260026\" xlink:href=\"#mbabad1bf00\" y=\"33.953371\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"482.260026\" xlink:href=\"#mbabad1bf00\" y=\"33.953371\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"464.336062\" xlink:href=\"#mbabad1bf00\" y=\"52.306606\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"29.718008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"500.18399\" xlink:href=\"#mbabad1bf00\" y=\"42.424095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"452.386753\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"470.310717\" xlink:href=\"#mbabad1bf00\" y=\"52.306606\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"470.310717\" xlink:href=\"#mbabad1bf00\" y=\"41.012307\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"476.285372\" xlink:href=\"#mbabad1bf00\" y=\"48.071244\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"458.361408\" xlink:href=\"#mbabad1bf00\" y=\"50.894819\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#mbabad1bf00\" y=\"62.189118\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"38.188733\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"467.32339\" xlink:href=\"#mbabad1bf00\" y=\"49.483032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"458.361408\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"446.412098\" xlink:href=\"#mbabad1bf00\" y=\"53.718394\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"467.32339\" xlink:href=\"#mbabad1bf00\" y=\"41.012307\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"521.095281\" xlink:href=\"#mbabad1bf00\" y=\"22.659072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"476.285372\" xlink:href=\"#mbabad1bf00\" y=\"32.541583\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"482.260026\" xlink:href=\"#mbabad1bf00\" y=\"48.071244\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"485.247354\" xlink:href=\"#mbabad1bf00\" y=\"31.129796\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"464.336062\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"497.196663\" xlink:href=\"#mbabad1bf00\" y=\"28.306221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"482.260026\" xlink:href=\"#mbabad1bf00\" y=\"29.718008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"455.37408\" xlink:href=\"#mbabad1bf00\" y=\"55.130181\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"506.158645\" xlink:href=\"#mbabad1bf00\" y=\"22.659072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"26.894434\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"473.298044\" xlink:href=\"#mbabad1bf00\" y=\"43.835882\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"470.310717\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"39.60052\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"497.196663\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"35.365158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"464.336062\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"482.260026\" xlink:href=\"#mbabad1bf00\" y=\"31.129796\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"509.145972\" xlink:href=\"#mbabad1bf00\" y=\"19.835497\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"503.171317\" xlink:href=\"#mbabad1bf00\" y=\"25.482646\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"467.32339\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"473.298044\" xlink:href=\"#mbabad1bf00\" y=\"29.718008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"482.260026\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#mbabad1bf00\" y=\"66.42448\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"29.718008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"506.158645\" xlink:href=\"#mbabad1bf00\" y=\"24.070859\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"473.298044\" xlink:href=\"#mbabad1bf00\" y=\"52.306606\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"521.095281\" xlink:href=\"#mbabad1bf00\" y=\"14.188347\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#mbabad1bf00\" y=\"49.483032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"485.247354\" xlink:href=\"#mbabad1bf00\" y=\"35.365158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"46.659457\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"476.285372\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"482.260026\" xlink:href=\"#mbabad1bf00\" y=\"29.718008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"437.450116\" xlink:href=\"#mbabad1bf00\" y=\"62.189118\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#mbabad1bf00\" y=\"38.188733\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"38.188733\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"39.60052\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"521.095281\" xlink:href=\"#mbabad1bf00\" y=\"11.364773\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#mbabad1bf00\" y=\"49.483032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"518.107954\" xlink:href=\"#mbabad1bf00\" y=\"15.600135\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"458.361408\" xlink:href=\"#mbabad1bf00\" y=\"39.60052\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"494.209335\" xlink:href=\"#mbabad1bf00\" y=\"25.482646\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"24.070859\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"464.336062\" xlink:href=\"#mbabad1bf00\" y=\"53.718394\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"455.37408\" xlink:href=\"#mbabad1bf00\" y=\"52.306606\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"488.234681\" xlink:href=\"#mbabad1bf00\" y=\"43.835882\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"494.209335\" xlink:href=\"#mbabad1bf00\" y=\"31.129796\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"485.247354\" xlink:href=\"#mbabad1bf00\" y=\"26.894434\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"497.196663\" xlink:href=\"#mbabad1bf00\" y=\"32.541583\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"28.306221\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_4\">\r\n",
       "    <g clip-path=\"url(#p63bd49c317)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"446.412098\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"446.412098\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"434.462789\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"434.462789\" xlink:href=\"#m16407aa307\" y=\"81.954141\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"422.51348\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"422.51348\" xlink:href=\"#m16407aa307\" y=\"90.424865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"90.424865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"452.386753\" xlink:href=\"#m16407aa307\" y=\"90.424865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"91.836653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"449.399426\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"422.51348\" xlink:href=\"#m16407aa307\" y=\"90.424865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"81.954141\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"86.189503\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"86.189503\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"431.475462\" xlink:href=\"#m16407aa307\" y=\"86.189503\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"84.777716\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"437.450116\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"437.450116\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"434.462789\" xlink:href=\"#m16407aa307\" y=\"86.189503\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"428.488134\" xlink:href=\"#m16407aa307\" y=\"94.660227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"86.189503\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"86.189503\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"431.475462\" xlink:href=\"#m16407aa307\" y=\"90.424865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"452.386753\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"455.37408\" xlink:href=\"#m16407aa307\" y=\"90.424865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"428.488134\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"434.462789\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"452.386753\" xlink:href=\"#m16407aa307\" y=\"84.777716\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"452.386753\" xlink:href=\"#m16407aa307\" y=\"84.777716\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"428.488134\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"437.450116\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"437.450116\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#m16407aa307\" y=\"84.777716\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"455.37408\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"452.386753\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"434.462789\" xlink:href=\"#m16407aa307\" y=\"86.189503\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"425.500807\" xlink:href=\"#m16407aa307\" y=\"90.424865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"428.488134\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"446.412098\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"419.526152\" xlink:href=\"#m16407aa307\" y=\"93.24844\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"464.336062\" xlink:href=\"#m16407aa307\" y=\"91.836653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_5\">\r\n",
       "    <g id=\"xtick_9\">\r\n",
       "     <g id=\"line2d_15\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"410.564171\" xlink:href=\"#mcf83a91911\" y=\"98.825\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_10\">\r\n",
       "     <g id=\"line2d_16\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"470.310717\" xlink:href=\"#mcf83a91911\" y=\"98.825\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_11\">\r\n",
       "     <g id=\"line2d_17\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"530.057263\" xlink:href=\"#mcf83a91911\" y=\"98.825\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_6\">\r\n",
       "    <g id=\"ytick_7\">\r\n",
       "     <g id=\"line2d_18\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"399.384021\" xlink:href=\"#m59b455055f\" y=\"80.542354\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_8\">\r\n",
       "     <g id=\"line2d_19\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"399.384021\" xlink:href=\"#m59b455055f\" y=\"52.306606\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_9\">\r\n",
       "     <g id=\"line2d_20\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"399.384021\" xlink:href=\"#m59b455055f\" y=\"24.070859\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_9\">\r\n",
       "    <path d=\"M 399.384021 98.825 \r\n",
       "L 399.384021 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_10\">\r\n",
       "    <path d=\"M 399.384021 98.825 \r\n",
       "L 559.386873 98.825 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_4\">\r\n",
       "   <g id=\"patch_11\">\r\n",
       "    <path d=\"M 581.755719 98.825 \r\n",
       "L 741.758571 98.825 \r\n",
       "L 741.758571 7.2 \r\n",
       "L 581.755719 7.2 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_5\">\r\n",
       "    <g clip-path=\"url(#p7ff0c40f89)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#mbabad1bf00\" y=\"29.718008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"629.416907\" xlink:href=\"#mbabad1bf00\" y=\"59.365543\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"602.63157\" xlink:href=\"#mbabad1bf00\" y=\"59.365543\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"660.666467\" xlink:href=\"#mbabad1bf00\" y=\"28.306221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"39.60052\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"26.894434\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"14.188347\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"41.012307\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"611.560015\" xlink:href=\"#mbabad1bf00\" y=\"38.188733\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"22.659072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#mbabad1bf00\" y=\"46.659457\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#mbabad1bf00\" y=\"42.424095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"49.483032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"53.718394\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"660.666467\" xlink:href=\"#mbabad1bf00\" y=\"42.424095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"57.953756\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"52.306606\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"620.488461\" xlink:href=\"#mbabad1bf00\" y=\"56.541968\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"46.659457\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"682.987582\" xlink:href=\"#mbabad1bf00\" y=\"18.42371\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"50.894819\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"50.894819\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"43.835882\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"42.424095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"629.416907\" xlink:href=\"#mbabad1bf00\" y=\"46.659457\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"41.012307\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#mbabad1bf00\" y=\"39.60052\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"42.424095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"33.953371\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"33.953371\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"629.416907\" xlink:href=\"#mbabad1bf00\" y=\"52.306606\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#mbabad1bf00\" y=\"29.718008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"42.424095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"611.560015\" xlink:href=\"#mbabad1bf00\" y=\"52.306606\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"41.012307\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"48.071244\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"50.894819\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"616.024238\" xlink:href=\"#mbabad1bf00\" y=\"62.189118\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"38.188733\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"49.483032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"53.718394\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"41.012307\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"22.659072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#mbabad1bf00\" y=\"32.541583\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"48.071244\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"31.129796\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"28.306221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"29.718008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"620.488461\" xlink:href=\"#mbabad1bf00\" y=\"55.130181\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"674.059136\" xlink:href=\"#mbabad1bf00\" y=\"22.659072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"26.894434\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"43.835882\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"39.60052\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"35.365158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#mbabad1bf00\" y=\"31.129796\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"19.835497\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"25.482646\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"36.776945\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"629.416907\" xlink:href=\"#mbabad1bf00\" y=\"29.718008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"66.42448\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"29.718008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"24.070859\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"52.306606\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"682.987582\" xlink:href=\"#mbabad1bf00\" y=\"14.188347\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"49.483032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"35.365158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"616.024238\" xlink:href=\"#mbabad1bf00\" y=\"46.659457\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"611.560015\" xlink:href=\"#mbabad1bf00\" y=\"45.247669\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"29.718008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"620.488461\" xlink:href=\"#mbabad1bf00\" y=\"62.189118\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"38.188733\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"38.188733\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"39.60052\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"629.416907\" xlink:href=\"#mbabad1bf00\" y=\"11.364773\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"49.483032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"15.600135\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"39.60052\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"25.482646\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"660.666467\" xlink:href=\"#mbabad1bf00\" y=\"24.070859\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"53.718394\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"616.024238\" xlink:href=\"#mbabad1bf00\" y=\"52.306606\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"43.835882\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"31.129796\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"26.894434\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#mbabad1bf00\" y=\"32.541583\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"660.666467\" xlink:href=\"#mbabad1bf00\" y=\"28.306221\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_6\">\r\n",
       "    <g clip-path=\"url(#p7ff0c40f89)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"678.523359\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"669.594913\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"81.954141\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#m16407aa307\" y=\"90.424865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"669.594913\" xlink:href=\"#m16407aa307\" y=\"90.424865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"687.451805\" xlink:href=\"#m16407aa307\" y=\"90.424865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"674.059136\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#m16407aa307\" y=\"91.836653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"678.523359\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#m16407aa307\" y=\"90.424865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"682.987582\" xlink:href=\"#m16407aa307\" y=\"81.954141\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"86.189503\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"682.987582\" xlink:href=\"#m16407aa307\" y=\"86.189503\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#m16407aa307\" y=\"86.189503\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"660.666467\" xlink:href=\"#m16407aa307\" y=\"84.777716\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"682.987582\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"86.189503\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"674.059136\" xlink:href=\"#m16407aa307\" y=\"94.660227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"669.594913\" xlink:href=\"#m16407aa307\" y=\"86.189503\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"709.772919\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#m16407aa307\" y=\"86.189503\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#m16407aa307\" y=\"90.424865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"669.594913\" xlink:href=\"#m16407aa307\" y=\"90.424865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"687.451805\" xlink:href=\"#m16407aa307\" y=\"84.777716\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"84.777716\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"669.594913\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"682.987582\" xlink:href=\"#m16407aa307\" y=\"84.777716\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"700.844473\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"660.666467\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"678.523359\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#m16407aa307\" y=\"86.189503\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"616.024238\" xlink:href=\"#m16407aa307\" y=\"90.424865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"696.380251\" xlink:href=\"#m16407aa307\" y=\"87.60129\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#m16407aa307\" y=\"93.24844\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"691.916028\" xlink:href=\"#m16407aa307\" y=\"91.836653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"669.594913\" xlink:href=\"#m16407aa307\" y=\"89.013078\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_7\">\r\n",
       "    <g id=\"xtick_12\">\r\n",
       "     <g id=\"line2d_21\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"602.63157\" xlink:href=\"#mcf83a91911\" y=\"98.825\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_13\">\r\n",
       "     <g id=\"line2d_22\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"647.273799\" xlink:href=\"#mcf83a91911\" y=\"98.825\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_14\">\r\n",
       "     <g id=\"line2d_23\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"691.916028\" xlink:href=\"#mcf83a91911\" y=\"98.825\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_15\">\r\n",
       "     <g id=\"line2d_24\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"736.558257\" xlink:href=\"#mcf83a91911\" y=\"98.825\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_8\">\r\n",
       "    <g id=\"ytick_10\">\r\n",
       "     <g id=\"line2d_25\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"581.755719\" xlink:href=\"#m59b455055f\" y=\"80.542354\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_11\">\r\n",
       "     <g id=\"line2d_26\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"581.755719\" xlink:href=\"#m59b455055f\" y=\"52.306606\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_12\">\r\n",
       "     <g id=\"line2d_27\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"581.755719\" xlink:href=\"#m59b455055f\" y=\"24.070859\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_12\">\r\n",
       "    <path d=\"M 581.755719 98.825 \r\n",
       "L 581.755719 7.2 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_13\">\r\n",
       "    <path d=\"M 581.755719 98.825 \r\n",
       "L 741.758571 98.825 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_5\">\r\n",
       "   <g id=\"patch_14\">\r\n",
       "    <path d=\"M 34.640625 200.45 \r\n",
       "L 194.643477 200.45 \r\n",
       "L 194.643477 108.825 \r\n",
       "L 34.640625 108.825 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_7\">\r\n",
       "    <g clip-path=\"url(#pbce45fc7b3)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"139.565441\" xlink:href=\"#mbabad1bf00\" y=\"116.460417\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"130.342992\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"140.754924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"144.225568\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"96.739866\" xlink:href=\"#mbabad1bf00\" y=\"165.049432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"96.739866\" xlink:href=\"#mbabad1bf00\" y=\"165.049432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"141.604754\" xlink:href=\"#mbabad1bf00\" y=\"112.989773\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"125.290249\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"116.460417\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"143.644067\" xlink:href=\"#mbabad1bf00\" y=\"144.225568\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"161.997885\" xlink:href=\"#mbabad1bf00\" y=\"130.342992\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"123.250936\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"127.329562\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"149.762006\" xlink:href=\"#mbabad1bf00\" y=\"133.813636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"115.093684\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"121.211623\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"111.015057\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"104.897118\" xlink:href=\"#mbabad1bf00\" y=\"161.578788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"121.211623\" xlink:href=\"#mbabad1bf00\" y=\"144.225568\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"98.779179\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"106.936431\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"100.818492\" xlink:href=\"#mbabad1bf00\" y=\"165.049432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"115.093684\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"155.879946\" xlink:href=\"#mbabad1bf00\" y=\"130.342992\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"108.975744\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"108.975744\" xlink:href=\"#mbabad1bf00\" y=\"165.049432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"119.17231\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"121.211623\" xlink:href=\"#mbabad1bf00\" y=\"158.108144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"115.093684\" xlink:href=\"#mbabad1bf00\" y=\"158.108144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"123.250936\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"125.290249\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"121.211623\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"133.447502\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"133.447502\" xlink:href=\"#mbabad1bf00\" y=\"133.813636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"106.936431\" xlink:href=\"#mbabad1bf00\" y=\"158.108144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"139.565441\" xlink:href=\"#mbabad1bf00\" y=\"116.460417\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"121.211623\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"106.936431\" xlink:href=\"#mbabad1bf00\" y=\"165.049432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"123.250936\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"113.05437\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"108.975744\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"92.661239\" xlink:href=\"#mbabad1bf00\" y=\"165.049432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"127.329562\" xlink:href=\"#mbabad1bf00\" y=\"133.813636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"111.015057\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"104.897118\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"123.250936\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"149.762006\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"135.486815\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"113.05437\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"137.526128\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"133.813636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"141.604754\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"139.565441\" xlink:href=\"#mbabad1bf00\" y=\"123.401705\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"102.857805\" xlink:href=\"#mbabad1bf00\" y=\"161.578788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"149.762006\" xlink:href=\"#mbabad1bf00\" y=\"112.989773\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"143.644067\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"119.17231\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"144.225568\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"125.290249\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"131.408188\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"133.813636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"137.526128\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"153.840633\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"145.68338\" xlink:href=\"#mbabad1bf00\" y=\"126.872348\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"139.565441\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"86.5433\" xlink:href=\"#mbabad1bf00\" y=\"161.578788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"139.565441\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"147.722693\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"106.936431\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"161.997885\" xlink:href=\"#mbabad1bf00\" y=\"123.401705\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"111.015057\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"131.408188\" xlink:href=\"#mbabad1bf00\" y=\"130.342992\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"115.093684\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"139.565441\" xlink:href=\"#mbabad1bf00\" y=\"126.872348\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"92.661239\" xlink:href=\"#mbabad1bf00\" y=\"165.049432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"127.329562\" xlink:href=\"#mbabad1bf00\" y=\"130.342992\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"127.329562\" xlink:href=\"#mbabad1bf00\" y=\"140.754924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"125.290249\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"166.076511\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"111.015057\" xlink:href=\"#mbabad1bf00\" y=\"158.108144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"159.958572\" xlink:href=\"#mbabad1bf00\" y=\"126.872348\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"125.290249\" xlink:href=\"#mbabad1bf00\" y=\"130.342992\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"145.68338\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"147.722693\" xlink:href=\"#mbabad1bf00\" y=\"112.989773\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"104.897118\" xlink:href=\"#mbabad1bf00\" y=\"158.108144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"106.936431\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"119.17231\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"137.526128\" xlink:href=\"#mbabad1bf00\" y=\"126.872348\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"143.644067\" xlink:href=\"#mbabad1bf00\" y=\"123.401705\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"135.486815\" xlink:href=\"#mbabad1bf00\" y=\"126.872348\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"141.604754\" xlink:href=\"#mbabad1bf00\" y=\"126.872348\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_8\">\r\n",
       "    <g clip-path=\"url(#pbce45fc7b3)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"185.873295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"196.285227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"64.110856\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"51.874977\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"51.874977\" xlink:href=\"#m16407aa307\" y=\"189.343939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"51.874977\" xlink:href=\"#m16407aa307\" y=\"185.873295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"49.835664\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"51.874977\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"64.110856\" xlink:href=\"#m16407aa307\" y=\"185.873295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"57.992917\" xlink:href=\"#m16407aa307\" y=\"185.873295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"57.992917\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"57.992917\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"60.03223\" xlink:href=\"#m16407aa307\" y=\"182.402652\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"196.285227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"189.343939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"57.992917\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"45.757038\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"57.992917\" xlink:href=\"#m16407aa307\" y=\"178.932008\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"185.873295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"57.992917\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"51.874977\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"185.873295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"51.874977\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"189.343939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"60.03223\" xlink:href=\"#m16407aa307\" y=\"185.873295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"60.03223\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"196.285227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"196.285227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"60.03223\" xlink:href=\"#m16407aa307\" y=\"189.343939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"57.992917\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"51.874977\" xlink:href=\"#m16407aa307\" y=\"189.343939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"189.343939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"196.285227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"47.796351\" xlink:href=\"#m16407aa307\" y=\"196.285227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"49.835664\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"189.343939\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_9\">\r\n",
       "    <g id=\"xtick_16\">\r\n",
       "     <g id=\"line2d_28\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"66.150169\" xlink:href=\"#mcf83a91911\" y=\"200.45\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_17\">\r\n",
       "     <g id=\"line2d_29\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"106.936431\" xlink:href=\"#mcf83a91911\" y=\"200.45\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_18\">\r\n",
       "     <g id=\"line2d_30\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"147.722693\" xlink:href=\"#mcf83a91911\" y=\"200.45\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_19\">\r\n",
       "     <g id=\"line2d_31\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"188.508955\" xlink:href=\"#mcf83a91911\" y=\"200.45\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_10\">\r\n",
       "    <g id=\"ytick_13\">\r\n",
       "     <g id=\"line2d_32\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.640625\" xlink:href=\"#m59b455055f\" y=\"199.755871\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_5\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 31.78125 66.40625 \r\n",
       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
       "Q 16.5 51.421875 16.5 36.375 \r\n",
       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
       "Q 47.125 21.390625 47.125 36.375 \r\n",
       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
       "z\r\n",
       "M 31.78125 74.21875 \r\n",
       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-48\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(21.278125 203.55509)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_14\">\r\n",
       "     <g id=\"line2d_33\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.640625\" xlink:href=\"#m59b455055f\" y=\"165.049432\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 1 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 12.40625 8.296875 \r\n",
       "L 28.515625 8.296875 \r\n",
       "L 28.515625 63.921875 \r\n",
       "L 10.984375 60.40625 \r\n",
       "L 10.984375 69.390625 \r\n",
       "L 28.421875 72.90625 \r\n",
       "L 38.28125 72.90625 \r\n",
       "L 38.28125 8.296875 \r\n",
       "L 54.390625 8.296875 \r\n",
       "L 54.390625 0 \r\n",
       "L 12.40625 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-49\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(21.278125 168.848651)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_15\">\r\n",
       "     <g id=\"line2d_34\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.640625\" xlink:href=\"#m59b455055f\" y=\"130.342992\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 2 -->\r\n",
       "      <g transform=\"translate(21.278125 134.142211)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_8\">\r\n",
       "     <!-- szer. płatków -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 44.28125 53.078125 \r\n",
       "L 44.28125 44.578125 \r\n",
       "Q 40.484375 46.53125 36.375 47.5 \r\n",
       "Q 32.28125 48.484375 27.875 48.484375 \r\n",
       "Q 21.1875 48.484375 17.84375 46.4375 \r\n",
       "Q 14.5 44.390625 14.5 40.28125 \r\n",
       "Q 14.5 37.15625 16.890625 35.375 \r\n",
       "Q 19.28125 33.59375 26.515625 31.984375 \r\n",
       "L 29.59375 31.296875 \r\n",
       "Q 39.15625 29.25 43.1875 25.515625 \r\n",
       "Q 47.21875 21.78125 47.21875 15.09375 \r\n",
       "Q 47.21875 7.46875 41.1875 3.015625 \r\n",
       "Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
       "Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
       "Q 10.6875 0.296875 5.421875 2 \r\n",
       "L 5.421875 11.28125 \r\n",
       "Q 10.40625 8.6875 15.234375 7.390625 \r\n",
       "Q 20.0625 6.109375 24.8125 6.109375 \r\n",
       "Q 31.15625 6.109375 34.5625 8.28125 \r\n",
       "Q 37.984375 10.453125 37.984375 14.40625 \r\n",
       "Q 37.984375 18.0625 35.515625 20.015625 \r\n",
       "Q 33.0625 21.96875 24.703125 23.78125 \r\n",
       "L 21.578125 24.515625 \r\n",
       "Q 13.234375 26.265625 9.515625 29.90625 \r\n",
       "Q 5.8125 33.546875 5.8125 39.890625 \r\n",
       "Q 5.8125 47.609375 11.28125 51.796875 \r\n",
       "Q 16.75 56 26.8125 56 \r\n",
       "Q 31.78125 56 36.171875 55.265625 \r\n",
       "Q 40.578125 54.546875 44.28125 53.078125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-115\"/>\r\n",
       "      <path d=\"M 5.515625 54.6875 \r\n",
       "L 48.1875 54.6875 \r\n",
       "L 48.1875 46.484375 \r\n",
       "L 14.40625 7.171875 \r\n",
       "L 48.1875 7.171875 \r\n",
       "L 48.1875 0 \r\n",
       "L 4.296875 0 \r\n",
       "L 4.296875 8.203125 \r\n",
       "L 38.09375 47.515625 \r\n",
       "L 5.515625 47.515625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-122\"/>\r\n",
       "      <path d=\"M 56.203125 29.59375 \r\n",
       "L 56.203125 25.203125 \r\n",
       "L 14.890625 25.203125 \r\n",
       "Q 15.484375 15.921875 20.484375 11.0625 \r\n",
       "Q 25.484375 6.203125 34.421875 6.203125 \r\n",
       "Q 39.59375 6.203125 44.453125 7.46875 \r\n",
       "Q 49.3125 8.734375 54.109375 11.28125 \r\n",
       "L 54.109375 2.78125 \r\n",
       "Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
       "Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
       "Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
       "Q 5.515625 13.8125 5.515625 26.8125 \r\n",
       "Q 5.515625 40.234375 12.765625 48.109375 \r\n",
       "Q 20.015625 56 32.328125 56 \r\n",
       "Q 43.359375 56 49.78125 48.890625 \r\n",
       "Q 56.203125 41.796875 56.203125 29.59375 \r\n",
       "z\r\n",
       "M 47.21875 32.234375 \r\n",
       "Q 47.125 39.59375 43.09375 43.984375 \r\n",
       "Q 39.0625 48.390625 32.421875 48.390625 \r\n",
       "Q 24.90625 48.390625 20.390625 44.140625 \r\n",
       "Q 15.875 39.890625 15.1875 32.171875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-101\"/>\r\n",
       "      <path d=\"M 41.109375 46.296875 \r\n",
       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
       "Q 36.03125 48 33.890625 48 \r\n",
       "Q 26.265625 48 22.1875 43.046875 \r\n",
       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
       "Q 30.03125 56 36.53125 56 \r\n",
       "Q 37.453125 56 38.578125 55.875 \r\n",
       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-114\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(15.198437 187.202344)rotate(-90)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"52.099609\" xlink:href=\"#DejaVuSans-122\"/>\r\n",
       "      <use x=\"104.589844\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"166.113281\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      <use x=\"198.101562\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "      <use x=\"229.888672\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "      <use x=\"261.675781\" xlink:href=\"#DejaVuSans-112\"/>\r\n",
       "      <use x=\"325.152344\" xlink:href=\"#DejaVuSans-322\"/>\r\n",
       "      <use x=\"353.570312\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"414.849609\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"454.058594\" xlink:href=\"#DejaVuSans-107\"/>\r\n",
       "      <use x=\"508.34375\" xlink:href=\"#DejaVuSans-243\"/>\r\n",
       "      <use x=\"569.525391\" xlink:href=\"#DejaVuSans-119\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_15\">\r\n",
       "    <path d=\"M 34.640625 200.45 \r\n",
       "L 34.640625 108.825 \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_16\">\r\n",
       "    <path d=\"M 34.640625 200.45 \r\n",
       "L 194.643477 200.45 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_6\">\r\n",
       "   <g id=\"patch_17\">\r\n",
       "    <path d=\"M 217.012323 200.45 \r\n",
       "L 377.015175 200.45 \r\n",
       "L 377.015175 108.825 \r\n",
       "L 217.012323 108.825 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_11\">\r\n",
       "    <g id=\"xtick_20\">\r\n",
       "     <g id=\"line2d_35\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"224.652957\" xlink:href=\"#mcf83a91911\" y=\"200.45\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_21\">\r\n",
       "     <g id=\"line2d_36\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"272.423068\" xlink:href=\"#mcf83a91911\" y=\"200.45\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_22\">\r\n",
       "     <g id=\"line2d_37\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"320.193179\" xlink:href=\"#mcf83a91911\" y=\"200.45\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_23\">\r\n",
       "     <g id=\"line2d_38\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"367.96329\" xlink:href=\"#mcf83a91911\" y=\"200.45\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_12\">\r\n",
       "    <g id=\"ytick_16\">\r\n",
       "     <g id=\"line2d_39\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"217.012323\" xlink:href=\"#m59b455055f\" y=\"199.755871\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_17\">\r\n",
       "     <g id=\"line2d_40\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"217.012323\" xlink:href=\"#m59b455055f\" y=\"165.049432\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_18\">\r\n",
       "     <g id=\"line2d_41\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"217.012323\" xlink:href=\"#m59b455055f\" y=\"130.342992\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_18\">\r\n",
       "    <path d=\"M 217.012323 200.45 \r\n",
       "L 217.012323 108.825 \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_19\">\r\n",
       "    <path d=\"M 217.012323 200.45 \r\n",
       "L 377.015175 200.45 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_7\">\r\n",
       "   <g id=\"patch_20\">\r\n",
       "    <path d=\"M 399.384021 200.45 \r\n",
       "L 559.386873 200.45 \r\n",
       "L 559.386873 108.825 \r\n",
       "L 399.384021 108.825 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_9\">\r\n",
       "    <g clip-path=\"url(#p079edf311f)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"116.460417\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"485.247354\" xlink:href=\"#mbabad1bf00\" y=\"130.342992\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"437.450116\" xlink:href=\"#mbabad1bf00\" y=\"140.754924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"470.310717\" xlink:href=\"#mbabad1bf00\" y=\"144.225568\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#mbabad1bf00\" y=\"165.049432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#mbabad1bf00\" y=\"165.049432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"112.989773\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"473.298044\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"464.336062\" xlink:href=\"#mbabad1bf00\" y=\"116.460417\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"506.158645\" xlink:href=\"#mbabad1bf00\" y=\"144.225568\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"521.095281\" xlink:href=\"#mbabad1bf00\" y=\"130.342992\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"476.285372\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"470.310717\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"512.133299\" xlink:href=\"#mbabad1bf00\" y=\"133.813636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"458.361408\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"458.361408\" xlink:href=\"#mbabad1bf00\" y=\"161.578788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"144.225568\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"470.310717\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"458.361408\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"455.37408\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"455.37408\" xlink:href=\"#mbabad1bf00\" y=\"165.049432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"488.234681\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"527.069936\" xlink:href=\"#mbabad1bf00\" y=\"130.342992\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"464.336062\" xlink:href=\"#mbabad1bf00\" y=\"165.049432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"485.247354\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"473.298044\" xlink:href=\"#mbabad1bf00\" y=\"158.108144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"455.37408\" xlink:href=\"#mbabad1bf00\" y=\"158.108144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"494.209335\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"497.196663\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"473.298044\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"482.260026\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"482.260026\" xlink:href=\"#mbabad1bf00\" y=\"133.813636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"464.336062\" xlink:href=\"#mbabad1bf00\" y=\"158.108144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"116.460417\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"500.18399\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"452.386753\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"470.310717\" xlink:href=\"#mbabad1bf00\" y=\"165.049432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"470.310717\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"476.285372\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"458.361408\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#mbabad1bf00\" y=\"165.049432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"133.813636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"467.32339\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"458.361408\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"446.412098\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"467.32339\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"521.095281\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"476.285372\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"482.260026\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"485.247354\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"464.336062\" xlink:href=\"#mbabad1bf00\" y=\"133.813636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"497.196663\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"482.260026\" xlink:href=\"#mbabad1bf00\" y=\"123.401705\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"455.37408\" xlink:href=\"#mbabad1bf00\" y=\"161.578788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"506.158645\" xlink:href=\"#mbabad1bf00\" y=\"112.989773\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"473.298044\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"470.310717\" xlink:href=\"#mbabad1bf00\" y=\"144.225568\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"497.196663\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"464.336062\" xlink:href=\"#mbabad1bf00\" y=\"133.813636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"482.260026\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"509.145972\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"503.171317\" xlink:href=\"#mbabad1bf00\" y=\"126.872348\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"467.32339\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"473.298044\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"482.260026\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#mbabad1bf00\" y=\"161.578788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"506.158645\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"473.298044\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"521.095281\" xlink:href=\"#mbabad1bf00\" y=\"123.401705\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"485.247354\" xlink:href=\"#mbabad1bf00\" y=\"130.342992\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"476.285372\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"482.260026\" xlink:href=\"#mbabad1bf00\" y=\"126.872348\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"437.450116\" xlink:href=\"#mbabad1bf00\" y=\"165.049432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#mbabad1bf00\" y=\"130.342992\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"140.754924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"521.095281\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#mbabad1bf00\" y=\"158.108144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"518.107954\" xlink:href=\"#mbabad1bf00\" y=\"126.872348\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"458.361408\" xlink:href=\"#mbabad1bf00\" y=\"130.342992\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"494.209335\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"112.989773\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"464.336062\" xlink:href=\"#mbabad1bf00\" y=\"158.108144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"455.37408\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"488.234681\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"494.209335\" xlink:href=\"#mbabad1bf00\" y=\"126.872348\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"485.247354\" xlink:href=\"#mbabad1bf00\" y=\"123.401705\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"497.196663\" xlink:href=\"#mbabad1bf00\" y=\"126.872348\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"126.872348\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_10\">\r\n",
       "    <g clip-path=\"url(#p079edf311f)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"446.412098\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"185.873295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"446.412098\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"434.462789\" xlink:href=\"#m16407aa307\" y=\"196.285227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"434.462789\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"422.51348\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"422.51348\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"189.343939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"452.386753\" xlink:href=\"#m16407aa307\" y=\"185.873295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"449.399426\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"422.51348\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"185.873295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"185.873295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"431.475462\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"182.402652\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"437.450116\" xlink:href=\"#m16407aa307\" y=\"196.285227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"189.343939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"437.450116\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"434.462789\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"428.488134\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"178.932008\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#m16407aa307\" y=\"185.873295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"431.475462\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"452.386753\" xlink:href=\"#m16407aa307\" y=\"185.873295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"455.37408\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"428.488134\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"434.462789\" xlink:href=\"#m16407aa307\" y=\"189.343939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"452.386753\" xlink:href=\"#m16407aa307\" y=\"185.873295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"452.386753\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"428.488134\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"437.450116\" xlink:href=\"#m16407aa307\" y=\"196.285227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"437.450116\" xlink:href=\"#m16407aa307\" y=\"196.285227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#m16407aa307\" y=\"189.343939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"455.37408\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"452.386753\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"434.462789\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"425.500807\" xlink:href=\"#m16407aa307\" y=\"189.343939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"428.488134\" xlink:href=\"#m16407aa307\" y=\"189.343939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"446.412098\" xlink:href=\"#m16407aa307\" y=\"196.285227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"419.526152\" xlink:href=\"#m16407aa307\" y=\"196.285227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"464.336062\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"189.343939\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_13\">\r\n",
       "    <g id=\"xtick_24\">\r\n",
       "     <g id=\"line2d_42\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"410.564171\" xlink:href=\"#mcf83a91911\" y=\"200.45\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_25\">\r\n",
       "     <g id=\"line2d_43\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"470.310717\" xlink:href=\"#mcf83a91911\" y=\"200.45\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_26\">\r\n",
       "     <g id=\"line2d_44\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"530.057263\" xlink:href=\"#mcf83a91911\" y=\"200.45\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_14\">\r\n",
       "    <g id=\"ytick_19\">\r\n",
       "     <g id=\"line2d_45\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"399.384021\" xlink:href=\"#m59b455055f\" y=\"199.755871\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_20\">\r\n",
       "     <g id=\"line2d_46\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"399.384021\" xlink:href=\"#m59b455055f\" y=\"165.049432\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_21\">\r\n",
       "     <g id=\"line2d_47\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"399.384021\" xlink:href=\"#m59b455055f\" y=\"130.342992\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_21\">\r\n",
       "    <path d=\"M 399.384021 200.45 \r\n",
       "L 399.384021 108.825 \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_22\">\r\n",
       "    <path d=\"M 399.384021 200.45 \r\n",
       "L 559.386873 200.45 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_8\">\r\n",
       "   <g id=\"patch_23\">\r\n",
       "    <path d=\"M 581.755719 200.45 \r\n",
       "L 741.758571 200.45 \r\n",
       "L 741.758571 108.825 \r\n",
       "L 581.755719 108.825 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_11\">\r\n",
       "    <g clip-path=\"url(#p4e68d863ed)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#mbabad1bf00\" y=\"116.460417\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"130.342992\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"140.754924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"144.225568\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"629.416907\" xlink:href=\"#mbabad1bf00\" y=\"165.049432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"602.63157\" xlink:href=\"#mbabad1bf00\" y=\"165.049432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"660.666467\" xlink:href=\"#mbabad1bf00\" y=\"112.989773\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"116.460417\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"144.225568\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"130.342992\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"611.560015\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"133.813636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"161.578788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"660.666467\" xlink:href=\"#mbabad1bf00\" y=\"144.225568\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"620.488461\" xlink:href=\"#mbabad1bf00\" y=\"165.049432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"682.987582\" xlink:href=\"#mbabad1bf00\" y=\"130.342992\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"165.049432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"158.108144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"629.416907\" xlink:href=\"#mbabad1bf00\" y=\"158.108144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"133.813636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"629.416907\" xlink:href=\"#mbabad1bf00\" y=\"158.108144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#mbabad1bf00\" y=\"116.460417\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"611.560015\" xlink:href=\"#mbabad1bf00\" y=\"165.049432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"616.024238\" xlink:href=\"#mbabad1bf00\" y=\"165.049432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"133.813636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"133.813636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"123.401705\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"620.488461\" xlink:href=\"#mbabad1bf00\" y=\"161.578788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"674.059136\" xlink:href=\"#mbabad1bf00\" y=\"112.989773\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#mbabad1bf00\" y=\"144.225568\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"133.813636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"126.872348\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"629.416907\" xlink:href=\"#mbabad1bf00\" y=\"151.166856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"161.578788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"137.28428\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"682.987582\" xlink:href=\"#mbabad1bf00\" y=\"123.401705\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"130.342992\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"616.024238\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"611.560015\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"126.872348\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"620.488461\" xlink:href=\"#mbabad1bf00\" y=\"165.049432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"130.342992\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"140.754924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"147.696212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"629.416907\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"158.108144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"126.872348\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"130.342992\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"119.931061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"660.666467\" xlink:href=\"#mbabad1bf00\" y=\"112.989773\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"158.108144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"616.024238\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"154.6375\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"126.872348\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"123.401705\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#mbabad1bf00\" y=\"126.872348\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"660.666467\" xlink:href=\"#mbabad1bf00\" y=\"126.872348\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_12\">\r\n",
       "    <g clip-path=\"url(#p4e68d863ed)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"678.523359\" xlink:href=\"#m16407aa307\" y=\"185.873295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"669.594913\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#m16407aa307\" y=\"196.285227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"669.594913\" xlink:href=\"#m16407aa307\" y=\"189.343939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"687.451805\" xlink:href=\"#m16407aa307\" y=\"185.873295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"674.059136\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"678.523359\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"682.987582\" xlink:href=\"#m16407aa307\" y=\"185.873295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"185.873295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"682.987582\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"660.666467\" xlink:href=\"#m16407aa307\" y=\"182.402652\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#m16407aa307\" y=\"196.285227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"682.987582\" xlink:href=\"#m16407aa307\" y=\"189.343939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"674.059136\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"669.594913\" xlink:href=\"#m16407aa307\" y=\"178.932008\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"709.772919\" xlink:href=\"#m16407aa307\" y=\"185.873295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"185.873295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"669.594913\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#m16407aa307\" y=\"189.343939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"687.451805\" xlink:href=\"#m16407aa307\" y=\"185.873295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"669.594913\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#m16407aa307\" y=\"196.285227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#m16407aa307\" y=\"196.285227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"682.987582\" xlink:href=\"#m16407aa307\" y=\"189.343939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"700.844473\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"660.666467\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"678.523359\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"616.024238\" xlink:href=\"#m16407aa307\" y=\"189.343939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"189.343939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"696.380251\" xlink:href=\"#m16407aa307\" y=\"196.285227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#m16407aa307\" y=\"196.285227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"691.916028\" xlink:href=\"#m16407aa307\" y=\"192.814583\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"669.594913\" xlink:href=\"#m16407aa307\" y=\"189.343939\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_15\">\r\n",
       "    <g id=\"xtick_27\">\r\n",
       "     <g id=\"line2d_48\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"602.63157\" xlink:href=\"#mcf83a91911\" y=\"200.45\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_28\">\r\n",
       "     <g id=\"line2d_49\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"647.273799\" xlink:href=\"#mcf83a91911\" y=\"200.45\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_29\">\r\n",
       "     <g id=\"line2d_50\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"691.916028\" xlink:href=\"#mcf83a91911\" y=\"200.45\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_30\">\r\n",
       "     <g id=\"line2d_51\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"736.558257\" xlink:href=\"#mcf83a91911\" y=\"200.45\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_16\">\r\n",
       "    <g id=\"ytick_22\">\r\n",
       "     <g id=\"line2d_52\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"581.755719\" xlink:href=\"#m59b455055f\" y=\"199.755871\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_23\">\r\n",
       "     <g id=\"line2d_53\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"581.755719\" xlink:href=\"#m59b455055f\" y=\"165.049432\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_24\">\r\n",
       "     <g id=\"line2d_54\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"581.755719\" xlink:href=\"#m59b455055f\" y=\"130.342992\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_24\">\r\n",
       "    <path d=\"M 581.755719 200.45 \r\n",
       "L 581.755719 108.825 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_25\">\r\n",
       "    <path d=\"M 581.755719 200.45 \r\n",
       "L 741.758571 200.45 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_9\">\r\n",
       "   <g id=\"patch_26\">\r\n",
       "    <path d=\"M 34.640625 302.075 \r\n",
       "L 194.643477 302.075 \r\n",
       "L 194.643477 210.45 \r\n",
       "L 34.640625 210.45 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_13\">\r\n",
       "    <g clip-path=\"url(#pf8bdfb280a)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"139.565441\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"247.007449\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"284.027652\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"258.576263\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"96.739866\" xlink:href=\"#mbabad1bf00\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"96.739866\" xlink:href=\"#mbabad1bf00\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"141.604754\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"125.290249\" xlink:href=\"#mbabad1bf00\" y=\"256.2625\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"263.203788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"143.644067\" xlink:href=\"#mbabad1bf00\" y=\"230.811111\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"161.997885\" xlink:href=\"#mbabad1bf00\" y=\"219.242298\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"123.250936\" xlink:href=\"#mbabad1bf00\" y=\"253.948737\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"127.329562\" xlink:href=\"#mbabad1bf00\" y=\"258.576263\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"149.762006\" xlink:href=\"#mbabad1bf00\" y=\"226.183586\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"115.093684\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"121.211623\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"111.015057\" xlink:href=\"#mbabad1bf00\" y=\"267.831313\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"104.897118\" xlink:href=\"#mbabad1bf00\" y=\"267.831313\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"121.211623\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"258.576263\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"98.779179\" xlink:href=\"#mbabad1bf00\" y=\"267.831313\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"106.936431\" xlink:href=\"#mbabad1bf00\" y=\"270.145076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"100.818492\" xlink:href=\"#mbabad1bf00\" y=\"270.145076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"115.093684\" xlink:href=\"#mbabad1bf00\" y=\"244.693687\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"155.879946\" xlink:href=\"#mbabad1bf00\" y=\"214.614773\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"108.975744\" xlink:href=\"#mbabad1bf00\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"108.975744\" xlink:href=\"#mbabad1bf00\" y=\"263.203788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"119.17231\" xlink:href=\"#mbabad1bf00\" y=\"247.007449\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"121.211623\" xlink:href=\"#mbabad1bf00\" y=\"256.2625\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"115.093684\" xlink:href=\"#mbabad1bf00\" y=\"270.145076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"123.250936\" xlink:href=\"#mbabad1bf00\" y=\"240.066162\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"125.290249\" xlink:href=\"#mbabad1bf00\" y=\"237.752399\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"121.211623\" xlink:href=\"#mbabad1bf00\" y=\"256.2625\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"133.447502\" xlink:href=\"#mbabad1bf00\" y=\"249.321212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"133.447502\" xlink:href=\"#mbabad1bf00\" y=\"249.321212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"106.936431\" xlink:href=\"#mbabad1bf00\" y=\"263.203788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"139.565441\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"121.211623\" xlink:href=\"#mbabad1bf00\" y=\"235.438636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"272.458838\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"106.936431\" xlink:href=\"#mbabad1bf00\" y=\"258.576263\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"123.250936\" xlink:href=\"#mbabad1bf00\" y=\"258.576263\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"113.05437\" xlink:href=\"#mbabad1bf00\" y=\"253.948737\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"108.975744\" xlink:href=\"#mbabad1bf00\" y=\"267.831313\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"92.661239\" xlink:href=\"#mbabad1bf00\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"127.329562\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"111.015057\" xlink:href=\"#mbabad1bf00\" y=\"260.890025\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"267.831313\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"104.897118\" xlink:href=\"#mbabad1bf00\" y=\"277.086364\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"123.250936\" xlink:href=\"#mbabad1bf00\" y=\"260.890025\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"149.762006\" xlink:href=\"#mbabad1bf00\" y=\"219.242298\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"135.486815\" xlink:href=\"#mbabad1bf00\" y=\"253.948737\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"113.05437\" xlink:href=\"#mbabad1bf00\" y=\"249.321212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"137.526128\" xlink:href=\"#mbabad1bf00\" y=\"247.007449\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"263.203788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"141.604754\" xlink:href=\"#mbabad1bf00\" y=\"237.752399\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"139.565441\" xlink:href=\"#mbabad1bf00\" y=\"249.321212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"102.857805\" xlink:href=\"#mbabad1bf00\" y=\"270.145076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"149.762006\" xlink:href=\"#mbabad1bf00\" y=\"230.811111\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"143.644067\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"119.17231\" xlink:href=\"#mbabad1bf00\" y=\"256.2625\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"258.576263\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"125.290249\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"237.752399\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"131.408188\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"263.203788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"137.526128\" xlink:href=\"#mbabad1bf00\" y=\"249.321212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"153.840633\" xlink:href=\"#mbabad1bf00\" y=\"228.497348\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"145.68338\" xlink:href=\"#mbabad1bf00\" y=\"233.124874\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"260.890025\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"139.565441\" xlink:href=\"#mbabad1bf00\" y=\"256.2625\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"249.321212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"86.5433\" xlink:href=\"#mbabad1bf00\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"139.565441\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"147.722693\" xlink:href=\"#mbabad1bf00\" y=\"230.811111\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"106.936431\" xlink:href=\"#mbabad1bf00\" y=\"256.2625\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"161.997885\" xlink:href=\"#mbabad1bf00\" y=\"219.242298\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"111.015057\" xlink:href=\"#mbabad1bf00\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"131.408188\" xlink:href=\"#mbabad1bf00\" y=\"247.007449\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"115.093684\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"253.948737\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"139.565441\" xlink:href=\"#mbabad1bf00\" y=\"249.321212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"92.661239\" xlink:href=\"#mbabad1bf00\" y=\"284.027652\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"127.329562\" xlink:href=\"#mbabad1bf00\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"127.329562\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"125.290249\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"166.076511\" xlink:href=\"#mbabad1bf00\" y=\"219.242298\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"111.015057\" xlink:href=\"#mbabad1bf00\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"159.958572\" xlink:href=\"#mbabad1bf00\" y=\"221.556061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"125.290249\" xlink:href=\"#mbabad1bf00\" y=\"267.831313\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"145.68338\" xlink:href=\"#mbabad1bf00\" y=\"240.066162\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"147.722693\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"104.897118\" xlink:href=\"#mbabad1bf00\" y=\"263.203788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"106.936431\" xlink:href=\"#mbabad1bf00\" y=\"270.145076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"119.17231\" xlink:href=\"#mbabad1bf00\" y=\"244.693687\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"137.526128\" xlink:href=\"#mbabad1bf00\" y=\"240.066162\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"143.644067\" xlink:href=\"#mbabad1bf00\" y=\"247.007449\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"135.486815\" xlink:href=\"#mbabad1bf00\" y=\"237.752399\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"141.604754\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_14\">\r\n",
       "    <g clip-path=\"url(#pf8bdfb280a)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"277.086364\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"277.086364\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"286.341414\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"64.110856\" xlink:href=\"#m16407aa307\" y=\"286.341414\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"295.596465\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"51.874977\" xlink:href=\"#m16407aa307\" y=\"295.596465\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"51.874977\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"51.874977\" xlink:href=\"#m16407aa307\" y=\"272.458838\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"49.835664\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"274.772601\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"51.874977\" xlink:href=\"#m16407aa307\" y=\"295.596465\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"64.110856\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"57.992917\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"57.992917\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"57.992917\" xlink:href=\"#m16407aa307\" y=\"288.655177\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"60.03223\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"284.027652\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"284.027652\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"57.992917\" xlink:href=\"#m16407aa307\" y=\"286.341414\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"45.757038\" xlink:href=\"#m16407aa307\" y=\"290.968939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"57.992917\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"57.992917\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"51.874977\" xlink:href=\"#m16407aa307\" y=\"288.655177\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"272.458838\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"51.874977\" xlink:href=\"#m16407aa307\" y=\"270.145076\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"290.968939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"286.341414\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"60.03223\" xlink:href=\"#m16407aa307\" y=\"272.458838\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"60.03223\" xlink:href=\"#m16407aa307\" y=\"272.458838\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"290.968939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"284.027652\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"284.027652\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"60.03223\" xlink:href=\"#m16407aa307\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"270.145076\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"272.458838\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"57.992917\" xlink:href=\"#m16407aa307\" y=\"286.341414\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"51.874977\" xlink:href=\"#m16407aa307\" y=\"293.282702\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"290.968939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"277.086364\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"47.796351\" xlink:href=\"#m16407aa307\" y=\"297.910227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"49.835664\" xlink:href=\"#m16407aa307\" y=\"263.203788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_17\">\r\n",
       "    <g id=\"xtick_31\">\r\n",
       "     <g id=\"line2d_55\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"66.150169\" xlink:href=\"#mcf83a91911\" y=\"302.075\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_32\">\r\n",
       "     <g id=\"line2d_56\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"106.936431\" xlink:href=\"#mcf83a91911\" y=\"302.075\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_33\">\r\n",
       "     <g id=\"line2d_57\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"147.722693\" xlink:href=\"#mcf83a91911\" y=\"302.075\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_34\">\r\n",
       "     <g id=\"line2d_58\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"188.508955\" xlink:href=\"#mcf83a91911\" y=\"302.075\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_18\">\r\n",
       "    <g id=\"ytick_25\">\r\n",
       "     <g id=\"line2d_59\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.640625\" xlink:href=\"#m59b455055f\" y=\"281.713889\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_9\">\r\n",
       "      <!-- 5 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 10.796875 72.90625 \r\n",
       "L 49.515625 72.90625 \r\n",
       "L 49.515625 64.59375 \r\n",
       "L 19.828125 64.59375 \r\n",
       "L 19.828125 46.734375 \r\n",
       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
       "Q 40.625 48.1875 47.75 41.5 \r\n",
       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
       "L 7.71875 11.625 \r\n",
       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
       "Q 45.015625 31 40.078125 35.4375 \r\n",
       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-53\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(21.278125 285.513108)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_26\">\r\n",
       "     <g id=\"line2d_60\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.640625\" xlink:href=\"#m59b455055f\" y=\"258.576263\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- 6 -->\r\n",
       "      <g transform=\"translate(21.278125 262.375481)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_27\">\r\n",
       "     <g id=\"line2d_61\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.640625\" xlink:href=\"#m59b455055f\" y=\"235.438636\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- 7 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 8.203125 72.90625 \r\n",
       "L 55.078125 72.90625 \r\n",
       "L 55.078125 68.703125 \r\n",
       "L 28.609375 0 \r\n",
       "L 18.3125 0 \r\n",
       "L 43.21875 64.59375 \r\n",
       "L 8.203125 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-55\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(21.278125 239.237855)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_28\">\r\n",
       "     <g id=\"line2d_62\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.640625\" xlink:href=\"#m59b455055f\" y=\"212.30101\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_12\">\r\n",
       "      <!-- 8 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 31.78125 34.625 \r\n",
       "Q 24.75 34.625 20.71875 30.859375 \r\n",
       "Q 16.703125 27.09375 16.703125 20.515625 \r\n",
       "Q 16.703125 13.921875 20.71875 10.15625 \r\n",
       "Q 24.75 6.390625 31.78125 6.390625 \r\n",
       "Q 38.8125 6.390625 42.859375 10.171875 \r\n",
       "Q 46.921875 13.96875 46.921875 20.515625 \r\n",
       "Q 46.921875 27.09375 42.890625 30.859375 \r\n",
       "Q 38.875 34.625 31.78125 34.625 \r\n",
       "z\r\n",
       "M 21.921875 38.8125 \r\n",
       "Q 15.578125 40.375 12.03125 44.71875 \r\n",
       "Q 8.5 49.078125 8.5 55.328125 \r\n",
       "Q 8.5 64.0625 14.71875 69.140625 \r\n",
       "Q 20.953125 74.21875 31.78125 74.21875 \r\n",
       "Q 42.671875 74.21875 48.875 69.140625 \r\n",
       "Q 55.078125 64.0625 55.078125 55.328125 \r\n",
       "Q 55.078125 49.078125 51.53125 44.71875 \r\n",
       "Q 48 40.375 41.703125 38.8125 \r\n",
       "Q 48.828125 37.15625 52.796875 32.3125 \r\n",
       "Q 56.78125 27.484375 56.78125 20.515625 \r\n",
       "Q 56.78125 9.90625 50.3125 4.234375 \r\n",
       "Q 43.84375 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.734375 -1.421875 13.25 4.234375 \r\n",
       "Q 6.78125 9.90625 6.78125 20.515625 \r\n",
       "Q 6.78125 27.484375 10.78125 32.3125 \r\n",
       "Q 14.796875 37.15625 21.921875 38.8125 \r\n",
       "z\r\n",
       "M 18.3125 54.390625 \r\n",
       "Q 18.3125 48.734375 21.84375 45.5625 \r\n",
       "Q 25.390625 42.390625 31.78125 42.390625 \r\n",
       "Q 38.140625 42.390625 41.71875 45.5625 \r\n",
       "Q 45.3125 48.734375 45.3125 54.390625 \r\n",
       "Q 45.3125 60.0625 41.71875 63.234375 \r\n",
       "Q 38.140625 66.40625 31.78125 66.40625 \r\n",
       "Q 25.390625 66.40625 21.84375 63.234375 \r\n",
       "Q 18.3125 60.0625 18.3125 54.390625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-56\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(21.278125 216.100229)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-56\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_13\">\r\n",
       "     <!-- dł. dz. k. -->\r\n",
       "     <g transform=\"translate(15.198437 277.496875)rotate(-90)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-100\"/>\r\n",
       "      <use x=\"63.476562\" xlink:href=\"#DejaVuSans-322\"/>\r\n",
       "      <use x=\"91.894531\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "      <use x=\"123.681641\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "      <use x=\"155.46875\" xlink:href=\"#DejaVuSans-100\"/>\r\n",
       "      <use x=\"218.945312\" xlink:href=\"#DejaVuSans-122\"/>\r\n",
       "      <use x=\"271.435547\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "      <use x=\"303.222656\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "      <use x=\"335.009766\" xlink:href=\"#DejaVuSans-107\"/>\r\n",
       "      <use x=\"392.919922\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_27\">\r\n",
       "    <path d=\"M 34.640625 302.075 \r\n",
       "L 34.640625 210.45 \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_28\">\r\n",
       "    <path d=\"M 34.640625 302.075 \r\n",
       "L 194.643477 302.075 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_10\">\r\n",
       "   <g id=\"patch_29\">\r\n",
       "    <path d=\"M 217.012323 302.075 \r\n",
       "L 377.015175 302.075 \r\n",
       "L 377.015175 210.45 \r\n",
       "L 217.012323 210.45 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_15\">\r\n",
       "    <g clip-path=\"url(#p9d0ba36a3c)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"339.301223\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.193179\" xlink:href=\"#mbabad1bf00\" y=\"247.007449\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"305.862146\" xlink:href=\"#mbabad1bf00\" y=\"284.027652\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"301.085135\" xlink:href=\"#mbabad1bf00\" y=\"258.576263\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"272.423068\" xlink:href=\"#mbabad1bf00\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"272.423068\" xlink:href=\"#mbabad1bf00\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"344.078234\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"256.2625\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"339.301223\" xlink:href=\"#mbabad1bf00\" y=\"263.203788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"301.085135\" xlink:href=\"#mbabad1bf00\" y=\"230.811111\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.193179\" xlink:href=\"#mbabad1bf00\" y=\"219.242298\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"253.948737\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"258.576263\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"315.416168\" xlink:href=\"#mbabad1bf00\" y=\"226.183586\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"267.831313\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"277.200079\" xlink:href=\"#mbabad1bf00\" y=\"267.831313\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"301.085135\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"258.576263\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"267.831313\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"270.145076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"272.423068\" xlink:href=\"#mbabad1bf00\" y=\"270.145076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"244.693687\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.193179\" xlink:href=\"#mbabad1bf00\" y=\"214.614773\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"272.423068\" xlink:href=\"#mbabad1bf00\" y=\"263.203788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"247.007449\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"281.97709\" xlink:href=\"#mbabad1bf00\" y=\"256.2625\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"281.97709\" xlink:href=\"#mbabad1bf00\" y=\"270.145076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"240.066162\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"237.752399\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"256.2625\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"249.321212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"315.416168\" xlink:href=\"#mbabad1bf00\" y=\"249.321212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"281.97709\" xlink:href=\"#mbabad1bf00\" y=\"263.203788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"339.301223\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"235.438636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"272.458838\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"272.423068\" xlink:href=\"#mbabad1bf00\" y=\"258.576263\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"258.576263\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"253.948737\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"267.831313\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"272.423068\" xlink:href=\"#mbabad1bf00\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"315.416168\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"260.890025\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"267.831313\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"277.086364\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"260.890025\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"219.242298\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"253.948737\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"249.321212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"247.007449\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"315.416168\" xlink:href=\"#mbabad1bf00\" y=\"263.203788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"237.752399\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"329.747201\" xlink:href=\"#mbabad1bf00\" y=\"249.321212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"277.200079\" xlink:href=\"#mbabad1bf00\" y=\"270.145076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"344.078234\" xlink:href=\"#mbabad1bf00\" y=\"230.811111\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"256.2625\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"301.085135\" xlink:href=\"#mbabad1bf00\" y=\"258.576263\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"237.752399\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"315.416168\" xlink:href=\"#mbabad1bf00\" y=\"263.203788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"249.321212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"228.497348\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"324.97019\" xlink:href=\"#mbabad1bf00\" y=\"233.124874\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"260.890025\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"256.2625\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"249.321212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"277.200079\" xlink:href=\"#mbabad1bf00\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"230.811111\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"256.2625\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"329.747201\" xlink:href=\"#mbabad1bf00\" y=\"219.242298\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.193179\" xlink:href=\"#mbabad1bf00\" y=\"247.007449\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"253.948737\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"324.97019\" xlink:href=\"#mbabad1bf00\" y=\"249.321212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"272.423068\" xlink:href=\"#mbabad1bf00\" y=\"284.027652\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.193179\" xlink:href=\"#mbabad1bf00\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"305.862146\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"219.242298\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"281.97709\" xlink:href=\"#mbabad1bf00\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"324.97019\" xlink:href=\"#mbabad1bf00\" y=\"221.556061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.193179\" xlink:href=\"#mbabad1bf00\" y=\"267.831313\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"240.066162\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"344.078234\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"281.97709\" xlink:href=\"#mbabad1bf00\" y=\"263.203788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"270.145076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"244.693687\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"324.97019\" xlink:href=\"#mbabad1bf00\" y=\"240.066162\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"329.747201\" xlink:href=\"#mbabad1bf00\" y=\"247.007449\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"324.97019\" xlink:href=\"#mbabad1bf00\" y=\"237.752399\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"324.97019\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_16\">\r\n",
       "    <g clip-path=\"url(#p9d0ba36a3c)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"277.086364\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"243.761002\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"277.086364\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"229.429968\" xlink:href=\"#m16407aa307\" y=\"286.341414\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"286.341414\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"295.596465\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"295.596465\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"238.98399\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"243.761002\" xlink:href=\"#m16407aa307\" y=\"272.458838\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"274.772601\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"295.596465\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"243.761002\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"243.761002\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"288.655177\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"248.538013\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"229.429968\" xlink:href=\"#m16407aa307\" y=\"284.027652\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"238.98399\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"284.027652\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"286.341414\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"290.968939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"253.315024\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"243.761002\" xlink:href=\"#m16407aa307\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"288.655177\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"243.761002\" xlink:href=\"#m16407aa307\" y=\"272.458838\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"270.145076\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"290.968939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"238.98399\" xlink:href=\"#m16407aa307\" y=\"286.341414\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"243.761002\" xlink:href=\"#m16407aa307\" y=\"272.458838\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"272.458838\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"290.968939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"229.429968\" xlink:href=\"#m16407aa307\" y=\"284.027652\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"229.429968\" xlink:href=\"#m16407aa307\" y=\"284.027652\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"238.98399\" xlink:href=\"#m16407aa307\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"270.145076\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"272.458838\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"286.341414\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"238.98399\" xlink:href=\"#m16407aa307\" y=\"293.282702\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"238.98399\" xlink:href=\"#m16407aa307\" y=\"290.968939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"229.429968\" xlink:href=\"#m16407aa307\" y=\"277.086364\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"229.429968\" xlink:href=\"#m16407aa307\" y=\"297.910227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"263.203788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"238.98399\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_19\">\r\n",
       "    <g id=\"xtick_35\">\r\n",
       "     <g id=\"line2d_63\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"224.652957\" xlink:href=\"#mcf83a91911\" y=\"302.075\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_36\">\r\n",
       "     <g id=\"line2d_64\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"272.423068\" xlink:href=\"#mcf83a91911\" y=\"302.075\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_37\">\r\n",
       "     <g id=\"line2d_65\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"320.193179\" xlink:href=\"#mcf83a91911\" y=\"302.075\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_38\">\r\n",
       "     <g id=\"line2d_66\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"367.96329\" xlink:href=\"#mcf83a91911\" y=\"302.075\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_20\">\r\n",
       "    <g id=\"ytick_29\">\r\n",
       "     <g id=\"line2d_67\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"217.012323\" xlink:href=\"#m59b455055f\" y=\"281.713889\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_30\">\r\n",
       "     <g id=\"line2d_68\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"217.012323\" xlink:href=\"#m59b455055f\" y=\"258.576263\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_31\">\r\n",
       "     <g id=\"line2d_69\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"217.012323\" xlink:href=\"#m59b455055f\" y=\"235.438636\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_32\">\r\n",
       "     <g id=\"line2d_70\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"217.012323\" xlink:href=\"#m59b455055f\" y=\"212.30101\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_30\">\r\n",
       "    <path d=\"M 217.012323 302.075 \r\n",
       "L 217.012323 210.45 \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_31\">\r\n",
       "    <path d=\"M 217.012323 302.075 \r\n",
       "L 377.015175 302.075 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_11\">\r\n",
       "   <g id=\"patch_32\">\r\n",
       "    <path d=\"M 399.384021 302.075 \r\n",
       "L 559.386873 302.075 \r\n",
       "L 559.386873 210.45 \r\n",
       "L 399.384021 210.45 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_21\">\r\n",
       "    <g id=\"xtick_39\">\r\n",
       "     <g id=\"line2d_71\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"410.564171\" xlink:href=\"#mcf83a91911\" y=\"302.075\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_40\">\r\n",
       "     <g id=\"line2d_72\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"470.310717\" xlink:href=\"#mcf83a91911\" y=\"302.075\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_41\">\r\n",
       "     <g id=\"line2d_73\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"530.057263\" xlink:href=\"#mcf83a91911\" y=\"302.075\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_22\">\r\n",
       "    <g id=\"ytick_33\">\r\n",
       "     <g id=\"line2d_74\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"399.384021\" xlink:href=\"#m59b455055f\" y=\"281.713889\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_34\">\r\n",
       "     <g id=\"line2d_75\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"399.384021\" xlink:href=\"#m59b455055f\" y=\"258.576263\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_35\">\r\n",
       "     <g id=\"line2d_76\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"399.384021\" xlink:href=\"#m59b455055f\" y=\"235.438636\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_36\">\r\n",
       "     <g id=\"line2d_77\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"399.384021\" xlink:href=\"#m59b455055f\" y=\"212.30101\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_33\">\r\n",
       "    <path d=\"M 399.384021 302.075 \r\n",
       "L 399.384021 210.45 \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_34\">\r\n",
       "    <path d=\"M 399.384021 302.075 \r\n",
       "L 559.386873 302.075 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_12\">\r\n",
       "   <g id=\"patch_35\">\r\n",
       "    <path d=\"M 581.755719 302.075 \r\n",
       "L 741.758571 302.075 \r\n",
       "L 741.758571 210.45 \r\n",
       "L 581.755719 210.45 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_17\">\r\n",
       "    <g clip-path=\"url(#p164e2c24b3)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"247.007449\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"284.027652\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"258.576263\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"629.416907\" xlink:href=\"#mbabad1bf00\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"602.63157\" xlink:href=\"#mbabad1bf00\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"660.666467\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"256.2625\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"263.203788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"230.811111\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"219.242298\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"253.948737\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"611.560015\" xlink:href=\"#mbabad1bf00\" y=\"258.576263\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"226.183586\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"267.831313\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"267.831313\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"660.666467\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"258.576263\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"267.831313\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"270.145076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"620.488461\" xlink:href=\"#mbabad1bf00\" y=\"270.145076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"244.693687\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"682.987582\" xlink:href=\"#mbabad1bf00\" y=\"214.614773\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"263.203788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"247.007449\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"256.2625\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"629.416907\" xlink:href=\"#mbabad1bf00\" y=\"270.145076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"240.066162\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#mbabad1bf00\" y=\"237.752399\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"256.2625\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"249.321212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"249.321212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"629.416907\" xlink:href=\"#mbabad1bf00\" y=\"263.203788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"235.438636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"272.458838\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"611.560015\" xlink:href=\"#mbabad1bf00\" y=\"258.576263\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"258.576263\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"253.948737\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"267.831313\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"616.024238\" xlink:href=\"#mbabad1bf00\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"260.890025\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"267.831313\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"277.086364\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"260.890025\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"219.242298\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#mbabad1bf00\" y=\"253.948737\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"249.321212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"247.007449\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"263.203788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"237.752399\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"249.321212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"620.488461\" xlink:href=\"#mbabad1bf00\" y=\"270.145076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"674.059136\" xlink:href=\"#mbabad1bf00\" y=\"230.811111\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"256.2625\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#mbabad1bf00\" y=\"258.576263\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#mbabad1bf00\" y=\"237.752399\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"263.203788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#mbabad1bf00\" y=\"249.321212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"228.497348\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"233.124874\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"260.890025\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"629.416907\" xlink:href=\"#mbabad1bf00\" y=\"256.2625\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"249.321212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"230.811111\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"256.2625\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"682.987582\" xlink:href=\"#mbabad1bf00\" y=\"219.242298\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"247.007449\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"616.024238\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"611.560015\" xlink:href=\"#mbabad1bf00\" y=\"253.948737\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"249.321212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"620.488461\" xlink:href=\"#mbabad1bf00\" y=\"284.027652\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"624.952684\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"629.416907\" xlink:href=\"#mbabad1bf00\" y=\"219.242298\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"221.556061\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"638.345353\" xlink:href=\"#mbabad1bf00\" y=\"267.831313\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#mbabad1bf00\" y=\"240.066162\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"660.666467\" xlink:href=\"#mbabad1bf00\" y=\"251.634975\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"633.88113\" xlink:href=\"#mbabad1bf00\" y=\"263.203788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"616.024238\" xlink:href=\"#mbabad1bf00\" y=\"270.145076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#mbabad1bf00\" y=\"244.693687\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"240.066162\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#mbabad1bf00\" y=\"247.007449\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#mbabad1bf00\" y=\"237.752399\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"660.666467\" xlink:href=\"#mbabad1bf00\" y=\"242.379924\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_18\">\r\n",
       "    <g clip-path=\"url(#p164e2c24b3)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"277.086364\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"678.523359\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"669.594913\" xlink:href=\"#m16407aa307\" y=\"277.086364\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#m16407aa307\" y=\"286.341414\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"286.341414\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"642.809576\" xlink:href=\"#m16407aa307\" y=\"295.596465\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#m16407aa307\" y=\"295.596465\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"669.594913\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"687.451805\" xlink:href=\"#m16407aa307\" y=\"272.458838\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"674.059136\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"678.523359\" xlink:href=\"#m16407aa307\" y=\"274.772601\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#m16407aa307\" y=\"295.596465\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"682.987582\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"682.987582\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#m16407aa307\" y=\"288.655177\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"660.666467\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#m16407aa307\" y=\"284.027652\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"682.987582\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#m16407aa307\" y=\"284.027652\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"286.341414\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"674.059136\" xlink:href=\"#m16407aa307\" y=\"290.968939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"669.594913\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"709.772919\" xlink:href=\"#m16407aa307\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#m16407aa307\" y=\"288.655177\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"272.458838\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"669.594913\" xlink:href=\"#m16407aa307\" y=\"270.145076\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#m16407aa307\" y=\"290.968939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#m16407aa307\" y=\"286.341414\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"687.451805\" xlink:href=\"#m16407aa307\" y=\"272.458838\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"272.458838\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"656.202244\" xlink:href=\"#m16407aa307\" y=\"290.968939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"669.594913\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#m16407aa307\" y=\"284.027652\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#m16407aa307\" y=\"284.027652\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"682.987582\" xlink:href=\"#m16407aa307\" y=\"265.517551\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"700.844473\" xlink:href=\"#m16407aa307\" y=\"270.145076\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"660.666467\" xlink:href=\"#m16407aa307\" y=\"281.713889\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"678.523359\" xlink:href=\"#m16407aa307\" y=\"272.458838\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"651.738022\" xlink:href=\"#m16407aa307\" y=\"286.341414\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"616.024238\" xlink:href=\"#m16407aa307\" y=\"293.282702\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.13069\" xlink:href=\"#m16407aa307\" y=\"290.968939\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"696.380251\" xlink:href=\"#m16407aa307\" y=\"277.086364\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"647.273799\" xlink:href=\"#m16407aa307\" y=\"297.910227\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"691.916028\" xlink:href=\"#m16407aa307\" y=\"263.203788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"669.594913\" xlink:href=\"#m16407aa307\" y=\"279.400126\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_23\">\r\n",
       "    <g id=\"xtick_42\">\r\n",
       "     <g id=\"line2d_78\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"602.63157\" xlink:href=\"#mcf83a91911\" y=\"302.075\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_43\">\r\n",
       "     <g id=\"line2d_79\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"647.273799\" xlink:href=\"#mcf83a91911\" y=\"302.075\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_44\">\r\n",
       "     <g id=\"line2d_80\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"691.916028\" xlink:href=\"#mcf83a91911\" y=\"302.075\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_45\">\r\n",
       "     <g id=\"line2d_81\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"736.558257\" xlink:href=\"#mcf83a91911\" y=\"302.075\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_24\">\r\n",
       "    <g id=\"ytick_37\">\r\n",
       "     <g id=\"line2d_82\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"581.755719\" xlink:href=\"#m59b455055f\" y=\"281.713889\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_38\">\r\n",
       "     <g id=\"line2d_83\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"581.755719\" xlink:href=\"#m59b455055f\" y=\"258.576263\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_39\">\r\n",
       "     <g id=\"line2d_84\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"581.755719\" xlink:href=\"#m59b455055f\" y=\"235.438636\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_40\">\r\n",
       "     <g id=\"line2d_85\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"581.755719\" xlink:href=\"#m59b455055f\" y=\"212.30101\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_36\">\r\n",
       "    <path d=\"M 581.755719 302.075 \r\n",
       "L 581.755719 210.45 \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_37\">\r\n",
       "    <path d=\"M 581.755719 302.075 \r\n",
       "L 741.758571 302.075 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_13\">\r\n",
       "   <g id=\"patch_38\">\r\n",
       "    <path d=\"M 34.640625 403.7 \r\n",
       "L 194.643477 403.7 \r\n",
       "L 194.643477 312.075 \r\n",
       "L 34.640625 312.075 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_19\">\r\n",
       "    <g clip-path=\"url(#p6e4a9e0919)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"139.565441\" xlink:href=\"#mbabad1bf00\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"96.739866\" xlink:href=\"#mbabad1bf00\" y=\"378.711364\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"96.739866\" xlink:href=\"#mbabad1bf00\" y=\"399.535227\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"141.604754\" xlink:href=\"#mbabad1bf00\" y=\"354.416856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"125.290249\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"143.644067\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"161.997885\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"123.250936\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"127.329562\" xlink:href=\"#mbabad1bf00\" y=\"392.593939\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"149.762006\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"115.093684\" xlink:href=\"#mbabad1bf00\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"121.211623\" xlink:href=\"#mbabad1bf00\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"111.015057\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"104.897118\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"121.211623\" xlink:href=\"#mbabad1bf00\" y=\"354.416856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"98.779179\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"106.936431\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"100.818492\" xlink:href=\"#mbabad1bf00\" y=\"385.652652\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"115.093684\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"155.879946\" xlink:href=\"#mbabad1bf00\" y=\"337.063636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"108.975744\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"108.975744\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"119.17231\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"121.211623\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"115.093684\" xlink:href=\"#mbabad1bf00\" y=\"378.711364\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"123.250936\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"125.290249\" xlink:href=\"#mbabad1bf00\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"121.211623\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"133.447502\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"133.447502\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"106.936431\" xlink:href=\"#mbabad1bf00\" y=\"378.711364\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"139.565441\" xlink:href=\"#mbabad1bf00\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"121.211623\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"106.936431\" xlink:href=\"#mbabad1bf00\" y=\"392.593939\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"123.250936\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"113.05437\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"108.975744\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"92.661239\" xlink:href=\"#mbabad1bf00\" y=\"389.123295\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"127.329562\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"111.015057\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"104.897118\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"123.250936\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"149.762006\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"135.486815\" xlink:href=\"#mbabad1bf00\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"113.05437\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"137.526128\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"141.604754\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"139.565441\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"102.857805\" xlink:href=\"#mbabad1bf00\" y=\"385.652652\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"149.762006\" xlink:href=\"#mbabad1bf00\" y=\"344.004924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"143.644067\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"119.17231\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"125.290249\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"131.408188\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"137.526128\" xlink:href=\"#mbabad1bf00\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"153.840633\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"145.68338\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"129.368875\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"139.565441\" xlink:href=\"#mbabad1bf00\" y=\"378.711364\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"86.5433\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"139.565441\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"147.722693\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"106.936431\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"161.997885\" xlink:href=\"#mbabad1bf00\" y=\"337.063636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"111.015057\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"131.408188\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"115.093684\" xlink:href=\"#mbabad1bf00\" y=\"389.123295\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"117.132997\" xlink:href=\"#mbabad1bf00\" y=\"392.593939\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"139.565441\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"92.661239\" xlink:href=\"#mbabad1bf00\" y=\"385.652652\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"127.329562\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"127.329562\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"125.290249\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"166.076511\" xlink:href=\"#mbabad1bf00\" y=\"378.711364\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"111.015057\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"159.958572\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"125.290249\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"145.68338\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"147.722693\" xlink:href=\"#mbabad1bf00\" y=\"354.416856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"104.897118\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"106.936431\" xlink:href=\"#mbabad1bf00\" y=\"389.123295\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"119.17231\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"137.526128\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"143.644067\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"135.486815\" xlink:href=\"#mbabad1bf00\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"141.604754\" xlink:href=\"#mbabad1bf00\" y=\"354.416856\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_20\">\r\n",
       "    <g clip-path=\"url(#p6e4a9e0919)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"340.53428\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"347.475568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"64.110856\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"51.874977\" xlink:href=\"#m16407aa307\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"51.874977\" xlink:href=\"#m16407aa307\" y=\"347.475568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"51.874977\" xlink:href=\"#m16407aa307\" y=\"333.592992\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"344.004924\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"49.835664\" xlink:href=\"#m16407aa307\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"340.53428\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"51.874977\" xlink:href=\"#m16407aa307\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"64.110856\" xlink:href=\"#m16407aa307\" y=\"337.063636\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"57.992917\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"57.992917\" xlink:href=\"#m16407aa307\" y=\"337.063636\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"57.992917\" xlink:href=\"#m16407aa307\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"60.03223\" xlink:href=\"#m16407aa307\" y=\"354.416856\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"337.063636\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"57.992917\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"45.757038\" xlink:href=\"#m16407aa307\" y=\"344.004924\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"57.992917\" xlink:href=\"#m16407aa307\" y=\"347.475568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"316.239773\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"57.992917\" xlink:href=\"#m16407aa307\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"51.874977\" xlink:href=\"#m16407aa307\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"51.874977\" xlink:href=\"#m16407aa307\" y=\"347.475568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"60.03223\" xlink:href=\"#m16407aa307\" y=\"333.592992\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"60.03223\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"347.475568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"60.03223\" xlink:href=\"#m16407aa307\" y=\"337.063636\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"323.181061\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"354.416856\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"340.53428\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"57.992917\" xlink:href=\"#m16407aa307\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"51.874977\" xlink:href=\"#m16407aa307\" y=\"389.123295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"55.953604\" xlink:href=\"#m16407aa307\" y=\"326.651705\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"47.796351\" xlink:href=\"#m16407aa307\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"49.835664\" xlink:href=\"#m16407aa307\" y=\"330.122348\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"53.91429\" xlink:href=\"#m16407aa307\" y=\"347.475568\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_25\">\r\n",
       "    <g id=\"xtick_46\">\r\n",
       "     <g id=\"line2d_86\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"66.150169\" xlink:href=\"#mcf83a91911\" y=\"403.7\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_14\">\r\n",
       "      <!-- 2 -->\r\n",
       "      <g transform=\"translate(62.968919 418.298437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_47\">\r\n",
       "     <g id=\"line2d_87\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"106.936431\" xlink:href=\"#mcf83a91911\" y=\"403.7\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_15\">\r\n",
       "      <!-- 4 -->\r\n",
       "      <g transform=\"translate(103.755181 418.298437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_48\">\r\n",
       "     <g id=\"line2d_88\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"147.722693\" xlink:href=\"#mcf83a91911\" y=\"403.7\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_16\">\r\n",
       "      <!-- 6 -->\r\n",
       "      <g transform=\"translate(144.541443 418.298437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_49\">\r\n",
       "     <g id=\"line2d_89\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"188.508955\" xlink:href=\"#mcf83a91911\" y=\"403.7\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_17\">\r\n",
       "      <!-- 8 -->\r\n",
       "      <g transform=\"translate(185.327705 418.298437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-56\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_18\">\r\n",
       "     <!-- dł. płatków -->\r\n",
       "     <g transform=\"translate(87.386582 432.376562)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-100\"/>\r\n",
       "      <use x=\"63.476562\" xlink:href=\"#DejaVuSans-322\"/>\r\n",
       "      <use x=\"91.894531\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "      <use x=\"123.681641\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "      <use x=\"155.46875\" xlink:href=\"#DejaVuSans-112\"/>\r\n",
       "      <use x=\"218.945312\" xlink:href=\"#DejaVuSans-322\"/>\r\n",
       "      <use x=\"247.363281\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"308.642578\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"347.851562\" xlink:href=\"#DejaVuSans-107\"/>\r\n",
       "      <use x=\"402.136719\" xlink:href=\"#DejaVuSans-243\"/>\r\n",
       "      <use x=\"463.318359\" xlink:href=\"#DejaVuSans-119\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_26\">\r\n",
       "    <g id=\"ytick_41\">\r\n",
       "     <g id=\"line2d_90\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.640625\" xlink:href=\"#m59b455055f\" y=\"399.535227\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_19\">\r\n",
       "      <!-- 2 -->\r\n",
       "      <g transform=\"translate(21.278125 403.334446)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_42\">\r\n",
       "     <g id=\"line2d_91\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.640625\" xlink:href=\"#m59b455055f\" y=\"364.828788\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_20\">\r\n",
       "      <!-- 3 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 40.578125 39.3125 \r\n",
       "Q 47.65625 37.796875 51.625 33 \r\n",
       "Q 55.609375 28.21875 55.609375 21.1875 \r\n",
       "Q 55.609375 10.40625 48.1875 4.484375 \r\n",
       "Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
       "Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
       "Q 12.796875 0.390625 7.625 2.203125 \r\n",
       "L 7.625 11.71875 \r\n",
       "Q 11.71875 9.328125 16.59375 8.109375 \r\n",
       "Q 21.484375 6.890625 26.8125 6.890625 \r\n",
       "Q 36.078125 6.890625 40.9375 10.546875 \r\n",
       "Q 45.796875 14.203125 45.796875 21.1875 \r\n",
       "Q 45.796875 27.640625 41.28125 31.265625 \r\n",
       "Q 36.765625 34.90625 28.71875 34.90625 \r\n",
       "L 20.21875 34.90625 \r\n",
       "L 20.21875 43.015625 \r\n",
       "L 29.109375 43.015625 \r\n",
       "Q 36.375 43.015625 40.234375 45.921875 \r\n",
       "Q 44.09375 48.828125 44.09375 54.296875 \r\n",
       "Q 44.09375 59.90625 40.109375 62.90625 \r\n",
       "Q 36.140625 65.921875 28.71875 65.921875 \r\n",
       "Q 24.65625 65.921875 20.015625 65.03125 \r\n",
       "Q 15.375 64.15625 9.8125 62.3125 \r\n",
       "L 9.8125 71.09375 \r\n",
       "Q 15.4375 72.65625 20.34375 73.4375 \r\n",
       "Q 25.25 74.21875 29.59375 74.21875 \r\n",
       "Q 40.828125 74.21875 47.359375 69.109375 \r\n",
       "Q 53.90625 64.015625 53.90625 55.328125 \r\n",
       "Q 53.90625 49.265625 50.4375 45.09375 \r\n",
       "Q 46.96875 40.921875 40.578125 39.3125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-51\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(21.278125 368.628007)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-51\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_43\">\r\n",
       "     <g id=\"line2d_92\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.640625\" xlink:href=\"#m59b455055f\" y=\"330.122348\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_21\">\r\n",
       "      <!-- 4 -->\r\n",
       "      <g transform=\"translate(21.278125 333.921567)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_22\">\r\n",
       "     <!-- szer. dz. k. -->\r\n",
       "     <g transform=\"translate(15.198437 384.43125)rotate(-90)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"52.099609\" xlink:href=\"#DejaVuSans-122\"/>\r\n",
       "      <use x=\"104.589844\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"166.113281\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      <use x=\"198.101562\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "      <use x=\"229.888672\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "      <use x=\"261.675781\" xlink:href=\"#DejaVuSans-100\"/>\r\n",
       "      <use x=\"325.152344\" xlink:href=\"#DejaVuSans-122\"/>\r\n",
       "      <use x=\"377.642578\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "      <use x=\"409.429688\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "      <use x=\"441.216797\" xlink:href=\"#DejaVuSans-107\"/>\r\n",
       "      <use x=\"499.126953\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_39\">\r\n",
       "    <path d=\"M 34.640625 403.7 \r\n",
       "L 34.640625 312.075 \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_40\">\r\n",
       "    <path d=\"M 34.640625 403.7 \r\n",
       "L 194.643477 403.7 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_14\">\r\n",
       "   <g id=\"patch_41\">\r\n",
       "    <path d=\"M 217.012323 403.7 \r\n",
       "L 377.015175 403.7 \r\n",
       "L 377.015175 312.075 \r\n",
       "L 217.012323 312.075 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_21\">\r\n",
       "    <g clip-path=\"url(#pb8d6610e1d)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"339.301223\" xlink:href=\"#mbabad1bf00\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.193179\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"305.862146\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"301.085135\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"272.423068\" xlink:href=\"#mbabad1bf00\" y=\"378.711364\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"272.423068\" xlink:href=\"#mbabad1bf00\" y=\"399.535227\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"344.078234\" xlink:href=\"#mbabad1bf00\" y=\"354.416856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"339.301223\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"301.085135\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.193179\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"392.593939\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"315.416168\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"277.200079\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"301.085135\" xlink:href=\"#mbabad1bf00\" y=\"354.416856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"272.423068\" xlink:href=\"#mbabad1bf00\" y=\"385.652652\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.193179\" xlink:href=\"#mbabad1bf00\" y=\"337.063636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"272.423068\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"281.97709\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"281.97709\" xlink:href=\"#mbabad1bf00\" y=\"378.711364\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"315.416168\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"281.97709\" xlink:href=\"#mbabad1bf00\" y=\"378.711364\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"339.301223\" xlink:href=\"#mbabad1bf00\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"272.423068\" xlink:href=\"#mbabad1bf00\" y=\"392.593939\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"272.423068\" xlink:href=\"#mbabad1bf00\" y=\"389.123295\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"315.416168\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"315.416168\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"329.747201\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"277.200079\" xlink:href=\"#mbabad1bf00\" y=\"385.652652\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"344.078234\" xlink:href=\"#mbabad1bf00\" y=\"344.004924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"301.085135\" xlink:href=\"#mbabad1bf00\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"315.416168\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"324.97019\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.531112\" xlink:href=\"#mbabad1bf00\" y=\"378.711364\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"277.200079\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"310.639157\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"329.747201\" xlink:href=\"#mbabad1bf00\" y=\"337.063636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.193179\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"389.123295\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"392.593939\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"324.97019\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"272.423068\" xlink:href=\"#mbabad1bf00\" y=\"385.652652\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.193179\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"305.862146\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"296.308123\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"378.711364\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"281.97709\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"324.97019\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.193179\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"334.524212\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"344.078234\" xlink:href=\"#mbabad1bf00\" y=\"354.416856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"281.97709\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"389.123295\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.754101\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"324.97019\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"329.747201\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"324.97019\" xlink:href=\"#mbabad1bf00\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"324.97019\" xlink:href=\"#mbabad1bf00\" y=\"354.416856\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_22\">\r\n",
       "    <g clip-path=\"url(#pb8d6610e1d)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"243.761002\" xlink:href=\"#m16407aa307\" y=\"340.53428\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"347.475568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"229.429968\" xlink:href=\"#m16407aa307\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"238.98399\" xlink:href=\"#m16407aa307\" y=\"347.475568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"243.761002\" xlink:href=\"#m16407aa307\" y=\"333.592992\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"344.004924\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"340.53428\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"243.761002\" xlink:href=\"#m16407aa307\" y=\"337.063636\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"243.761002\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"337.063636\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"248.538013\" xlink:href=\"#m16407aa307\" y=\"354.416856\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"229.429968\" xlink:href=\"#m16407aa307\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"238.98399\" xlink:href=\"#m16407aa307\" y=\"337.063636\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"344.004924\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"253.315024\" xlink:href=\"#m16407aa307\" y=\"347.475568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"243.761002\" xlink:href=\"#m16407aa307\" y=\"316.239773\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"243.761002\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"347.475568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"238.98399\" xlink:href=\"#m16407aa307\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"243.761002\" xlink:href=\"#m16407aa307\" y=\"333.592992\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"347.475568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"229.429968\" xlink:href=\"#m16407aa307\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"229.429968\" xlink:href=\"#m16407aa307\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"238.98399\" xlink:href=\"#m16407aa307\" y=\"337.063636\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"323.181061\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"354.416856\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"340.53428\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"238.98399\" xlink:href=\"#m16407aa307\" y=\"389.123295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"238.98399\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"229.429968\" xlink:href=\"#m16407aa307\" y=\"326.651705\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"229.429968\" xlink:href=\"#m16407aa307\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"234.206979\" xlink:href=\"#m16407aa307\" y=\"330.122348\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"238.98399\" xlink:href=\"#m16407aa307\" y=\"347.475568\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_27\">\r\n",
       "    <g id=\"xtick_50\">\r\n",
       "     <g id=\"line2d_93\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"224.652957\" xlink:href=\"#mcf83a91911\" y=\"403.7\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_23\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <g transform=\"translate(221.471707 418.298437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_51\">\r\n",
       "     <g id=\"line2d_94\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"272.423068\" xlink:href=\"#mcf83a91911\" y=\"403.7\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_24\">\r\n",
       "      <!-- 1 -->\r\n",
       "      <g transform=\"translate(269.241818 418.298437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_52\">\r\n",
       "     <g id=\"line2d_95\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"320.193179\" xlink:href=\"#mcf83a91911\" y=\"403.7\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_25\">\r\n",
       "      <!-- 2 -->\r\n",
       "      <g transform=\"translate(317.011929 418.298437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_53\">\r\n",
       "     <g id=\"line2d_96\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"367.96329\" xlink:href=\"#mcf83a91911\" y=\"403.7\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_26\">\r\n",
       "      <!-- 3 -->\r\n",
       "      <g transform=\"translate(364.78204 418.298437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-51\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_27\">\r\n",
       "     <!-- szer. płatków -->\r\n",
       "     <g transform=\"translate(264.448905 432.376562)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"52.099609\" xlink:href=\"#DejaVuSans-122\"/>\r\n",
       "      <use x=\"104.589844\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"166.113281\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      <use x=\"198.101562\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "      <use x=\"229.888672\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "      <use x=\"261.675781\" xlink:href=\"#DejaVuSans-112\"/>\r\n",
       "      <use x=\"325.152344\" xlink:href=\"#DejaVuSans-322\"/>\r\n",
       "      <use x=\"353.570312\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "      <use x=\"414.849609\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "      <use x=\"454.058594\" xlink:href=\"#DejaVuSans-107\"/>\r\n",
       "      <use x=\"508.34375\" xlink:href=\"#DejaVuSans-243\"/>\r\n",
       "      <use x=\"569.525391\" xlink:href=\"#DejaVuSans-119\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_28\">\r\n",
       "    <g id=\"ytick_44\">\r\n",
       "     <g id=\"line2d_97\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"217.012323\" xlink:href=\"#m59b455055f\" y=\"399.535227\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_45\">\r\n",
       "     <g id=\"line2d_98\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"217.012323\" xlink:href=\"#m59b455055f\" y=\"364.828788\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_46\">\r\n",
       "     <g id=\"line2d_99\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"217.012323\" xlink:href=\"#m59b455055f\" y=\"330.122348\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_42\">\r\n",
       "    <path d=\"M 217.012323 403.7 \r\n",
       "L 217.012323 312.075 \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_43\">\r\n",
       "    <path d=\"M 217.012323 403.7 \r\n",
       "L 377.015175 403.7 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_15\">\r\n",
       "   <g id=\"patch_44\">\r\n",
       "    <path d=\"M 399.384021 403.7 \r\n",
       "L 559.386873 403.7 \r\n",
       "L 559.386873 312.075 \r\n",
       "L 399.384021 312.075 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_23\">\r\n",
       "    <g clip-path=\"url(#p6c3430f740)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"485.247354\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"437.450116\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"470.310717\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#mbabad1bf00\" y=\"378.711364\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#mbabad1bf00\" y=\"399.535227\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"354.416856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"473.298044\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"464.336062\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"506.158645\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"521.095281\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"476.285372\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"470.310717\" xlink:href=\"#mbabad1bf00\" y=\"392.593939\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"512.133299\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"458.361408\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"458.361408\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"354.416856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"470.310717\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"458.361408\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"455.37408\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"455.37408\" xlink:href=\"#mbabad1bf00\" y=\"385.652652\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"488.234681\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"527.069936\" xlink:href=\"#mbabad1bf00\" y=\"337.063636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"464.336062\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"485.247354\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"473.298044\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"455.37408\" xlink:href=\"#mbabad1bf00\" y=\"378.711364\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"494.209335\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"497.196663\" xlink:href=\"#mbabad1bf00\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"473.298044\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"482.260026\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"482.260026\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"464.336062\" xlink:href=\"#mbabad1bf00\" y=\"378.711364\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"500.18399\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"452.386753\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"470.310717\" xlink:href=\"#mbabad1bf00\" y=\"392.593939\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"470.310717\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"476.285372\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"458.361408\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#mbabad1bf00\" y=\"389.123295\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"467.32339\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"458.361408\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"446.412098\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"467.32339\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"521.095281\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"476.285372\" xlink:href=\"#mbabad1bf00\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"482.260026\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"485.247354\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"464.336062\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"497.196663\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"482.260026\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"455.37408\" xlink:href=\"#mbabad1bf00\" y=\"385.652652\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"506.158645\" xlink:href=\"#mbabad1bf00\" y=\"344.004924\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"473.298044\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"470.310717\" xlink:href=\"#mbabad1bf00\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"497.196663\" xlink:href=\"#mbabad1bf00\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"464.336062\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"482.260026\" xlink:href=\"#mbabad1bf00\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"509.145972\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"503.171317\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"467.32339\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"473.298044\" xlink:href=\"#mbabad1bf00\" y=\"378.711364\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"482.260026\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"506.158645\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"473.298044\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"521.095281\" xlink:href=\"#mbabad1bf00\" y=\"337.063636\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"485.247354\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"389.123295\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"476.285372\" xlink:href=\"#mbabad1bf00\" y=\"392.593939\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"482.260026\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"437.450116\" xlink:href=\"#mbabad1bf00\" y=\"385.652652\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"382.182008\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"521.095281\" xlink:href=\"#mbabad1bf00\" y=\"378.711364\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"518.107954\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"458.361408\" xlink:href=\"#mbabad1bf00\" y=\"371.770076\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"494.209335\" xlink:href=\"#mbabad1bf00\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"479.272699\" xlink:href=\"#mbabad1bf00\" y=\"354.416856\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"464.336062\" xlink:href=\"#mbabad1bf00\" y=\"375.24072\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"455.37408\" xlink:href=\"#mbabad1bf00\" y=\"389.123295\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"488.234681\" xlink:href=\"#mbabad1bf00\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"494.209335\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"485.247354\" xlink:href=\"#mbabad1bf00\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"497.196663\" xlink:href=\"#mbabad1bf00\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"491.222008\" xlink:href=\"#mbabad1bf00\" y=\"354.416856\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_24\">\r\n",
       "    <g clip-path=\"url(#p6c3430f740)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"446.412098\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"340.53428\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"446.412098\" xlink:href=\"#m16407aa307\" y=\"347.475568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"434.462789\" xlink:href=\"#m16407aa307\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"434.462789\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"422.51348\" xlink:href=\"#m16407aa307\" y=\"368.299432\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"422.51348\" xlink:href=\"#m16407aa307\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"347.475568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"452.386753\" xlink:href=\"#m16407aa307\" y=\"333.592992\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"344.004924\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"449.399426\" xlink:href=\"#m16407aa307\" y=\"340.53428\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"422.51348\" xlink:href=\"#m16407aa307\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"337.063636\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"337.063636\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"431.475462\" xlink:href=\"#m16407aa307\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"354.416856\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"437.450116\" xlink:href=\"#m16407aa307\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"337.063636\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"437.450116\" xlink:href=\"#m16407aa307\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"434.462789\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"428.488134\" xlink:href=\"#m16407aa307\" y=\"344.004924\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"347.475568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#m16407aa307\" y=\"316.239773\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"431.475462\" xlink:href=\"#m16407aa307\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"452.386753\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"455.37408\" xlink:href=\"#m16407aa307\" y=\"347.475568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"428.488134\" xlink:href=\"#m16407aa307\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"434.462789\" xlink:href=\"#m16407aa307\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"452.386753\" xlink:href=\"#m16407aa307\" y=\"333.592992\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"452.386753\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"428.488134\" xlink:href=\"#m16407aa307\" y=\"357.8875\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"347.475568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"437.450116\" xlink:href=\"#m16407aa307\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"437.450116\" xlink:href=\"#m16407aa307\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"461.348735\" xlink:href=\"#m16407aa307\" y=\"337.063636\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"455.37408\" xlink:href=\"#m16407aa307\" y=\"323.181061\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"440.437444\" xlink:href=\"#m16407aa307\" y=\"354.416856\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"452.386753\" xlink:href=\"#m16407aa307\" y=\"340.53428\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"434.462789\" xlink:href=\"#m16407aa307\" y=\"361.358144\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"425.500807\" xlink:href=\"#m16407aa307\" y=\"389.123295\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"428.488134\" xlink:href=\"#m16407aa307\" y=\"350.946212\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"446.412098\" xlink:href=\"#m16407aa307\" y=\"326.651705\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"419.526152\" xlink:href=\"#m16407aa307\" y=\"364.828788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"464.336062\" xlink:href=\"#m16407aa307\" y=\"330.122348\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"443.424771\" xlink:href=\"#m16407aa307\" y=\"347.475568\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_29\">\r\n",
       "    <g id=\"xtick_54\">\r\n",
       "     <g id=\"line2d_100\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"410.564171\" xlink:href=\"#mcf83a91911\" y=\"403.7\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_28\">\r\n",
       "      <!-- 4 -->\r\n",
       "      <g transform=\"translate(407.382921 418.298437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_55\">\r\n",
       "     <g id=\"line2d_101\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"470.310717\" xlink:href=\"#mcf83a91911\" y=\"403.7\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_29\">\r\n",
       "      <!-- 6 -->\r\n",
       "      <g transform=\"translate(467.129467 418.298437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_56\">\r\n",
       "     <g id=\"line2d_102\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"530.057263\" xlink:href=\"#mcf83a91911\" y=\"403.7\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_30\">\r\n",
       "      <!-- 8 -->\r\n",
       "      <g transform=\"translate(526.876013 418.298437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-56\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_31\">\r\n",
       "     <!-- dł. dz. k. -->\r\n",
       "     <g transform=\"translate(458.151072 431.976562)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-100\"/>\r\n",
       "      <use x=\"63.476562\" xlink:href=\"#DejaVuSans-322\"/>\r\n",
       "      <use x=\"91.894531\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "      <use x=\"123.681641\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "      <use x=\"155.46875\" xlink:href=\"#DejaVuSans-100\"/>\r\n",
       "      <use x=\"218.945312\" xlink:href=\"#DejaVuSans-122\"/>\r\n",
       "      <use x=\"271.435547\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "      <use x=\"303.222656\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "      <use x=\"335.009766\" xlink:href=\"#DejaVuSans-107\"/>\r\n",
       "      <use x=\"392.919922\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_30\">\r\n",
       "    <g id=\"ytick_47\">\r\n",
       "     <g id=\"line2d_103\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"399.384021\" xlink:href=\"#m59b455055f\" y=\"399.535227\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_48\">\r\n",
       "     <g id=\"line2d_104\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"399.384021\" xlink:href=\"#m59b455055f\" y=\"364.828788\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_49\">\r\n",
       "     <g id=\"line2d_105\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"399.384021\" xlink:href=\"#m59b455055f\" y=\"330.122348\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_45\">\r\n",
       "    <path d=\"M 399.384021 403.7 \r\n",
       "L 399.384021 312.075 \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_46\">\r\n",
       "    <path d=\"M 399.384021 403.7 \r\n",
       "L 559.386873 403.7 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_16\">\r\n",
       "   <g id=\"patch_47\">\r\n",
       "    <path d=\"M 581.755719 403.7 \r\n",
       "L 741.758571 403.7 \r\n",
       "L 741.758571 312.075 \r\n",
       "L 581.755719 312.075 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_31\">\r\n",
       "    <g id=\"xtick_57\">\r\n",
       "     <g id=\"line2d_106\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"602.63157\" xlink:href=\"#mcf83a91911\" y=\"403.7\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_32\">\r\n",
       "      <!-- 2 -->\r\n",
       "      <g transform=\"translate(599.45032 418.298437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_58\">\r\n",
       "     <g id=\"line2d_107\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"647.273799\" xlink:href=\"#mcf83a91911\" y=\"403.7\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_33\">\r\n",
       "      <!-- 3 -->\r\n",
       "      <g transform=\"translate(644.092549 418.298437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-51\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_59\">\r\n",
       "     <g id=\"line2d_108\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"691.916028\" xlink:href=\"#mcf83a91911\" y=\"403.7\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_34\">\r\n",
       "      <!-- 4 -->\r\n",
       "      <g transform=\"translate(688.734778 418.298437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_60\">\r\n",
       "     <g id=\"line2d_109\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"736.558257\" xlink:href=\"#mcf83a91911\" y=\"403.7\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_35\">\r\n",
       "      <!-- 5 -->\r\n",
       "      <g transform=\"translate(733.377007 418.298437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_36\">\r\n",
       "     <!-- szer. dz. k. -->\r\n",
       "     <g transform=\"translate(635.213395 431.976562)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"52.099609\" xlink:href=\"#DejaVuSans-122\"/>\r\n",
       "      <use x=\"104.589844\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "      <use x=\"166.113281\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "      <use x=\"198.101562\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "      <use x=\"229.888672\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "      <use x=\"261.675781\" xlink:href=\"#DejaVuSans-100\"/>\r\n",
       "      <use x=\"325.152344\" xlink:href=\"#DejaVuSans-122\"/>\r\n",
       "      <use x=\"377.642578\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "      <use x=\"409.429688\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "      <use x=\"441.216797\" xlink:href=\"#DejaVuSans-107\"/>\r\n",
       "      <use x=\"499.126953\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_32\">\r\n",
       "    <g id=\"ytick_50\">\r\n",
       "     <g id=\"line2d_110\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"581.755719\" xlink:href=\"#m59b455055f\" y=\"399.535227\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_51\">\r\n",
       "     <g id=\"line2d_111\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"581.755719\" xlink:href=\"#m59b455055f\" y=\"364.828788\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_52\">\r\n",
       "     <g id=\"line2d_112\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"581.755719\" xlink:href=\"#m59b455055f\" y=\"330.122348\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_48\">\r\n",
       "    <path d=\"M 581.755719 403.7 \r\n",
       "L 581.755719 312.075 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_49\">\r\n",
       "    <path d=\"M 581.755719 403.7 \r\n",
       "L 741.758571 403.7 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_17\">\r\n",
       "   <g id=\"PolyCollection_1\">\r\n",
       "    <path clip-path=\"url(#p3c6cf8afc1)\" d=\"M 65.249191 98.815599 \r\n",
       "L 65.249191 98.825 \r\n",
       "L 66.210777 98.825 \r\n",
       "L 67.172363 98.825 \r\n",
       "L 68.133949 98.825 \r\n",
       "L 69.095535 98.825 \r\n",
       "L 70.057121 98.825 \r\n",
       "L 71.018707 98.825 \r\n",
       "L 71.980293 98.825 \r\n",
       "L 72.941879 98.825 \r\n",
       "L 73.903465 98.825 \r\n",
       "L 74.865051 98.825 \r\n",
       "L 75.826637 98.825 \r\n",
       "L 76.788224 98.825 \r\n",
       "L 77.74981 98.825 \r\n",
       "L 78.711396 98.825 \r\n",
       "L 79.672982 98.825 \r\n",
       "L 80.634568 98.825 \r\n",
       "L 81.596154 98.825 \r\n",
       "L 82.55774 98.825 \r\n",
       "L 83.519326 98.825 \r\n",
       "L 84.480912 98.825 \r\n",
       "L 85.442498 98.825 \r\n",
       "L 86.404084 98.825 \r\n",
       "L 87.36567 98.825 \r\n",
       "L 88.327256 98.825 \r\n",
       "L 89.288842 98.825 \r\n",
       "L 90.250428 98.825 \r\n",
       "L 91.212014 98.825 \r\n",
       "L 92.1736 98.825 \r\n",
       "L 93.135187 98.825 \r\n",
       "L 94.096773 98.825 \r\n",
       "L 95.058359 98.825 \r\n",
       "L 96.019945 98.825 \r\n",
       "L 96.981531 98.825 \r\n",
       "L 97.943117 98.825 \r\n",
       "L 98.904703 98.825 \r\n",
       "L 99.866289 98.825 \r\n",
       "L 100.827875 98.825 \r\n",
       "L 101.789461 98.825 \r\n",
       "L 102.751047 98.825 \r\n",
       "L 103.712633 98.825 \r\n",
       "L 104.674219 98.825 \r\n",
       "L 105.635805 98.825 \r\n",
       "L 106.597391 98.825 \r\n",
       "L 107.558977 98.825 \r\n",
       "L 108.520564 98.825 \r\n",
       "L 109.48215 98.825 \r\n",
       "L 110.443736 98.825 \r\n",
       "L 111.405322 98.825 \r\n",
       "L 112.366908 98.825 \r\n",
       "L 113.328494 98.825 \r\n",
       "L 114.29008 98.825 \r\n",
       "L 115.251666 98.825 \r\n",
       "L 116.213252 98.825 \r\n",
       "L 117.174838 98.825 \r\n",
       "L 118.136424 98.825 \r\n",
       "L 119.09801 98.825 \r\n",
       "L 120.059596 98.825 \r\n",
       "L 121.021182 98.825 \r\n",
       "L 121.982768 98.825 \r\n",
       "L 122.944354 98.825 \r\n",
       "L 123.905941 98.825 \r\n",
       "L 124.867527 98.825 \r\n",
       "L 125.829113 98.825 \r\n",
       "L 126.790699 98.825 \r\n",
       "L 127.752285 98.825 \r\n",
       "L 128.713871 98.825 \r\n",
       "L 129.675457 98.825 \r\n",
       "L 130.637043 98.825 \r\n",
       "L 131.598629 98.825 \r\n",
       "L 132.560215 98.825 \r\n",
       "L 133.521801 98.825 \r\n",
       "L 134.483387 98.825 \r\n",
       "L 135.444973 98.825 \r\n",
       "L 136.406559 98.825 \r\n",
       "L 137.368145 98.825 \r\n",
       "L 138.329731 98.825 \r\n",
       "L 139.291317 98.825 \r\n",
       "L 140.252904 98.825 \r\n",
       "L 141.21449 98.825 \r\n",
       "L 142.176076 98.825 \r\n",
       "L 143.137662 98.825 \r\n",
       "L 144.099248 98.825 \r\n",
       "L 145.060834 98.825 \r\n",
       "L 146.02242 98.825 \r\n",
       "L 146.984006 98.825 \r\n",
       "L 147.945592 98.825 \r\n",
       "L 148.907178 98.825 \r\n",
       "L 149.868764 98.825 \r\n",
       "L 150.83035 98.825 \r\n",
       "L 151.791936 98.825 \r\n",
       "L 152.753522 98.825 \r\n",
       "L 153.715108 98.825 \r\n",
       "L 154.676694 98.825 \r\n",
       "L 155.638281 98.825 \r\n",
       "L 156.599867 98.825 \r\n",
       "L 157.561453 98.825 \r\n",
       "L 158.523039 98.825 \r\n",
       "L 159.484625 98.825 \r\n",
       "L 160.446211 98.825 \r\n",
       "L 161.407797 98.825 \r\n",
       "L 162.369383 98.825 \r\n",
       "L 163.330969 98.825 \r\n",
       "L 164.292555 98.825 \r\n",
       "L 165.254141 98.825 \r\n",
       "L 166.215727 98.825 \r\n",
       "L 167.177313 98.825 \r\n",
       "L 168.138899 98.825 \r\n",
       "L 169.100485 98.825 \r\n",
       "L 170.062071 98.825 \r\n",
       "L 171.023657 98.825 \r\n",
       "L 171.985244 98.825 \r\n",
       "L 172.94683 98.825 \r\n",
       "L 173.908416 98.825 \r\n",
       "L 174.870002 98.825 \r\n",
       "L 175.831588 98.825 \r\n",
       "L 176.793174 98.825 \r\n",
       "L 177.75476 98.825 \r\n",
       "L 178.716346 98.825 \r\n",
       "L 179.677932 98.825 \r\n",
       "L 180.639518 98.825 \r\n",
       "L 181.601104 98.825 \r\n",
       "L 182.56269 98.825 \r\n",
       "L 183.524276 98.825 \r\n",
       "L 184.485862 98.825 \r\n",
       "L 185.447448 98.825 \r\n",
       "L 186.409034 98.825 \r\n",
       "L 187.370621 98.825 \r\n",
       "L 187.370621 98.815151 \r\n",
       "L 187.370621 98.815151 \r\n",
       "L 186.409034 98.813068 \r\n",
       "L 185.447448 98.809116 \r\n",
       "L 184.485862 98.802901 \r\n",
       "L 183.524276 98.793859 \r\n",
       "L 182.56269 98.781252 \r\n",
       "L 181.601104 98.764174 \r\n",
       "L 180.639518 98.741561 \r\n",
       "L 179.677932 98.712217 \r\n",
       "L 178.716346 98.674851 \r\n",
       "L 177.75476 98.628137 \r\n",
       "L 176.793174 98.570787 \r\n",
       "L 175.831588 98.501635 \r\n",
       "L 174.870002 98.419733 \r\n",
       "L 173.908416 98.324445 \r\n",
       "L 172.94683 98.215523 \r\n",
       "L 171.985244 98.09317 \r\n",
       "L 171.023657 97.958059 \r\n",
       "L 170.062071 97.81131 \r\n",
       "L 169.100485 97.654417 \r\n",
       "L 168.138899 97.489121 \r\n",
       "L 167.177313 97.31724 \r\n",
       "L 166.215727 97.140466 \r\n",
       "L 165.254141 96.960147 \r\n",
       "L 164.292555 96.777086 \r\n",
       "L 163.330969 96.591362 \r\n",
       "L 162.369383 96.402226 \r\n",
       "L 161.407797 96.208061 \r\n",
       "L 160.446211 96.00644 \r\n",
       "L 159.484625 95.794267 \r\n",
       "L 158.523039 95.568009 \r\n",
       "L 157.561453 95.323983 \r\n",
       "L 156.599867 95.058691 \r\n",
       "L 155.638281 94.769156 \r\n",
       "L 154.676694 94.453245 \r\n",
       "L 153.715108 94.109929 \r\n",
       "L 152.753522 93.739479 \r\n",
       "L 151.791936 93.343556 \r\n",
       "L 150.83035 92.925204 \r\n",
       "L 149.868764 92.488723 \r\n",
       "L 148.907178 92.039448 \r\n",
       "L 147.945592 91.58343 \r\n",
       "L 146.984006 91.127044 \r\n",
       "L 146.02242 90.676553 \r\n",
       "L 145.060834 90.237658 \r\n",
       "L 144.099248 89.815074 \r\n",
       "L 143.137662 89.412177 \r\n",
       "L 142.176076 89.030751 \r\n",
       "L 141.21449 88.670882 \r\n",
       "L 140.252904 88.33102 \r\n",
       "L 139.291317 88.008199 \r\n",
       "L 138.329731 87.698426 \r\n",
       "L 137.368145 87.397183 \r\n",
       "L 136.406559 87.100001 \r\n",
       "L 135.444973 86.803035 \r\n",
       "L 134.483387 86.503572 \r\n",
       "L 133.521801 86.200422 \r\n",
       "L 132.560215 85.894128 \r\n",
       "L 131.598629 85.586997 \r\n",
       "L 130.637043 85.282936 \r\n",
       "L 129.675457 84.987145 \r\n",
       "L 128.713871 84.705692 \r\n",
       "L 127.752285 84.445054 \r\n",
       "L 126.790699 84.211654 \r\n",
       "L 125.829113 84.011474 \r\n",
       "L 124.867527 83.849743 \r\n",
       "L 123.905941 83.730741 \r\n",
       "L 122.944354 83.657706 \r\n",
       "L 121.982768 83.632822 \r\n",
       "L 121.021182 83.657278 \r\n",
       "L 120.059596 83.731364 \r\n",
       "L 119.09801 83.854596 \r\n",
       "L 118.136424 84.025842 \r\n",
       "L 117.174838 84.243449 \r\n",
       "L 116.213252 84.50536 \r\n",
       "L 115.251666 84.80923 \r\n",
       "L 114.29008 85.152507 \r\n",
       "L 113.328494 85.532507 \r\n",
       "L 112.366908 85.946448 \r\n",
       "L 111.405322 86.391447 \r\n",
       "L 110.443736 86.864486 \r\n",
       "L 109.48215 87.362348 \r\n",
       "L 108.520564 87.881529 \r\n",
       "L 107.558977 88.418171 \r\n",
       "L 106.597391 88.968009 \r\n",
       "L 105.635805 89.526378 \r\n",
       "L 104.674219 90.088277 \r\n",
       "L 103.712633 90.648509 \r\n",
       "L 102.751047 91.201866 \r\n",
       "L 101.789461 91.743366 \r\n",
       "L 100.827875 92.268489 \r\n",
       "L 99.866289 92.773395 \r\n",
       "L 98.904703 93.25509 \r\n",
       "L 97.943117 93.711516 \r\n",
       "L 96.981531 94.141566 \r\n",
       "L 96.019945 94.545012 \r\n",
       "L 95.058359 94.922369 \r\n",
       "L 94.096773 95.274715 \r\n",
       "L 93.135187 95.603487 \r\n",
       "L 92.1736 95.910285 \r\n",
       "L 91.212014 96.1967 \r\n",
       "L 90.250428 96.464183 \r\n",
       "L 89.288842 96.713958 \r\n",
       "L 88.327256 96.946983 \r\n",
       "L 87.36567 97.163956 \r\n",
       "L 86.404084 97.365344 \r\n",
       "L 85.442498 97.551443 \r\n",
       "L 84.480912 97.722445 \r\n",
       "L 83.519326 97.878502 \r\n",
       "L 82.55774 98.019791 \r\n",
       "L 81.596154 98.146568 \r\n",
       "L 80.634568 98.259201 \r\n",
       "L 79.672982 98.358198 \r\n",
       "L 78.711396 98.44421 \r\n",
       "L 77.74981 98.518031 \r\n",
       "L 76.788224 98.580573 \r\n",
       "L 75.826637 98.632847 \r\n",
       "L 74.865051 98.675924 \r\n",
       "L 73.903465 98.710903 \r\n",
       "L 72.941879 98.738871 \r\n",
       "L 71.980293 98.760875 \r\n",
       "L 71.018707 98.777886 \r\n",
       "L 70.057121 98.79078 \r\n",
       "L 69.095535 98.800319 \r\n",
       "L 68.133949 98.807138 \r\n",
       "L 67.172363 98.81174 \r\n",
       "L 66.210777 98.814486 \r\n",
       "L 65.249191 98.815599 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;fill-opacity:0.25;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_2\">\r\n",
       "    <path clip-path=\"url(#p3c6cf8afc1)\" d=\"M 41.913482 98.708781 \r\n",
       "L 41.913482 98.825 \r\n",
       "L 42.118529 98.825 \r\n",
       "L 42.323575 98.825 \r\n",
       "L 42.528622 98.825 \r\n",
       "L 42.733669 98.825 \r\n",
       "L 42.938715 98.825 \r\n",
       "L 43.143762 98.825 \r\n",
       "L 43.348809 98.825 \r\n",
       "L 43.553855 98.825 \r\n",
       "L 43.758902 98.825 \r\n",
       "L 43.963949 98.825 \r\n",
       "L 44.168996 98.825 \r\n",
       "L 44.374042 98.825 \r\n",
       "L 44.579089 98.825 \r\n",
       "L 44.784136 98.825 \r\n",
       "L 44.989182 98.825 \r\n",
       "L 45.194229 98.825 \r\n",
       "L 45.399276 98.825 \r\n",
       "L 45.604322 98.825 \r\n",
       "L 45.809369 98.825 \r\n",
       "L 46.014416 98.825 \r\n",
       "L 46.219463 98.825 \r\n",
       "L 46.424509 98.825 \r\n",
       "L 46.629556 98.825 \r\n",
       "L 46.834603 98.825 \r\n",
       "L 47.039649 98.825 \r\n",
       "L 47.244696 98.825 \r\n",
       "L 47.449743 98.825 \r\n",
       "L 47.654789 98.825 \r\n",
       "L 47.859836 98.825 \r\n",
       "L 48.064883 98.825 \r\n",
       "L 48.269929 98.825 \r\n",
       "L 48.474976 98.825 \r\n",
       "L 48.680023 98.825 \r\n",
       "L 48.88507 98.825 \r\n",
       "L 49.090116 98.825 \r\n",
       "L 49.295163 98.825 \r\n",
       "L 49.50021 98.825 \r\n",
       "L 49.705256 98.825 \r\n",
       "L 49.910303 98.825 \r\n",
       "L 50.11535 98.825 \r\n",
       "L 50.320396 98.825 \r\n",
       "L 50.525443 98.825 \r\n",
       "L 50.73049 98.825 \r\n",
       "L 50.935536 98.825 \r\n",
       "L 51.140583 98.825 \r\n",
       "L 51.34563 98.825 \r\n",
       "L 51.550677 98.825 \r\n",
       "L 51.755723 98.825 \r\n",
       "L 51.96077 98.825 \r\n",
       "L 52.165817 98.825 \r\n",
       "L 52.370863 98.825 \r\n",
       "L 52.57591 98.825 \r\n",
       "L 52.780957 98.825 \r\n",
       "L 52.986003 98.825 \r\n",
       "L 53.19105 98.825 \r\n",
       "L 53.396097 98.825 \r\n",
       "L 53.601143 98.825 \r\n",
       "L 53.80619 98.825 \r\n",
       "L 54.011237 98.825 \r\n",
       "L 54.216284 98.825 \r\n",
       "L 54.42133 98.825 \r\n",
       "L 54.626377 98.825 \r\n",
       "L 54.831424 98.825 \r\n",
       "L 55.03647 98.825 \r\n",
       "L 55.241517 98.825 \r\n",
       "L 55.446564 98.825 \r\n",
       "L 55.65161 98.825 \r\n",
       "L 55.856657 98.825 \r\n",
       "L 56.061704 98.825 \r\n",
       "L 56.26675 98.825 \r\n",
       "L 56.471797 98.825 \r\n",
       "L 56.676844 98.825 \r\n",
       "L 56.881891 98.825 \r\n",
       "L 57.086937 98.825 \r\n",
       "L 57.291984 98.825 \r\n",
       "L 57.497031 98.825 \r\n",
       "L 57.702077 98.825 \r\n",
       "L 57.907124 98.825 \r\n",
       "L 58.112171 98.825 \r\n",
       "L 58.317217 98.825 \r\n",
       "L 58.522264 98.825 \r\n",
       "L 58.727311 98.825 \r\n",
       "L 58.932358 98.825 \r\n",
       "L 59.137404 98.825 \r\n",
       "L 59.342451 98.825 \r\n",
       "L 59.547498 98.825 \r\n",
       "L 59.752544 98.825 \r\n",
       "L 59.957591 98.825 \r\n",
       "L 60.162638 98.825 \r\n",
       "L 60.367684 98.825 \r\n",
       "L 60.572731 98.825 \r\n",
       "L 60.777778 98.825 \r\n",
       "L 60.982824 98.825 \r\n",
       "L 61.187871 98.825 \r\n",
       "L 61.392918 98.825 \r\n",
       "L 61.597965 98.825 \r\n",
       "L 61.803011 98.825 \r\n",
       "L 62.008058 98.825 \r\n",
       "L 62.213105 98.825 \r\n",
       "L 62.418151 98.825 \r\n",
       "L 62.623198 98.825 \r\n",
       "L 62.828245 98.825 \r\n",
       "L 63.033291 98.825 \r\n",
       "L 63.238338 98.825 \r\n",
       "L 63.443385 98.825 \r\n",
       "L 63.648431 98.825 \r\n",
       "L 63.853478 98.825 \r\n",
       "L 64.058525 98.825 \r\n",
       "L 64.263572 98.825 \r\n",
       "L 64.468618 98.825 \r\n",
       "L 64.673665 98.825 \r\n",
       "L 64.878712 98.825 \r\n",
       "L 65.083758 98.825 \r\n",
       "L 65.288805 98.825 \r\n",
       "L 65.493852 98.825 \r\n",
       "L 65.698898 98.825 \r\n",
       "L 65.903945 98.825 \r\n",
       "L 66.108992 98.825 \r\n",
       "L 66.314038 98.825 \r\n",
       "L 66.519085 98.825 \r\n",
       "L 66.724132 98.825 \r\n",
       "L 66.929179 98.825 \r\n",
       "L 67.134225 98.825 \r\n",
       "L 67.339272 98.825 \r\n",
       "L 67.544319 98.825 \r\n",
       "L 67.749365 98.825 \r\n",
       "L 67.954412 98.825 \r\n",
       "L 67.954412 98.688872 \r\n",
       "L 67.954412 98.688872 \r\n",
       "L 67.749365 98.641017 \r\n",
       "L 67.544319 98.5594 \r\n",
       "L 67.339272 98.43565 \r\n",
       "L 67.134225 98.259229 \r\n",
       "L 66.929179 98.018176 \r\n",
       "L 66.724132 97.70028 \r\n",
       "L 66.519085 97.294685 \r\n",
       "L 66.314038 96.793867 \r\n",
       "L 66.108992 96.195798 \r\n",
       "L 65.903945 95.506015 \r\n",
       "L 65.698898 94.739214 \r\n",
       "L 65.493852 93.919972 \r\n",
       "L 65.288805 93.082241 \r\n",
       "L 65.083758 92.26739 \r\n",
       "L 64.878712 91.520824 \r\n",
       "L 64.673665 90.887408 \r\n",
       "L 64.468618 90.406227 \r\n",
       "L 64.263572 90.105358 \r\n",
       "L 64.058525 89.997403 \r\n",
       "L 63.853478 90.076459 \r\n",
       "L 63.648431 90.317018 \r\n",
       "L 63.443385 90.674994 \r\n",
       "L 63.238338 91.090781 \r\n",
       "L 63.033291 91.493994 \r\n",
       "L 62.828245 91.809348 \r\n",
       "L 62.623198 91.963046 \r\n",
       "L 62.418151 91.889054 \r\n",
       "L 62.213105 91.534665 \r\n",
       "L 62.008058 90.864869 \r\n",
       "L 61.803011 89.865064 \r\n",
       "L 61.597965 88.54181 \r\n",
       "L 61.392918 86.921397 \r\n",
       "L 61.187871 85.046258 \r\n",
       "L 60.982824 82.969513 \r\n",
       "L 60.777778 80.748252 \r\n",
       "L 60.572731 78.436468 \r\n",
       "L 60.367684 76.078717 \r\n",
       "L 60.162638 73.705521 \r\n",
       "L 59.957591 71.33126 \r\n",
       "L 59.752544 68.954759 \r\n",
       "L 59.547498 66.562194 \r\n",
       "L 59.342451 64.13143 \r\n",
       "L 59.137404 61.636607 \r\n",
       "L 58.932358 59.051951 \r\n",
       "L 58.727311 56.354192 \r\n",
       "L 58.522264 53.523661 \r\n",
       "L 58.317217 50.54479 \r\n",
       "L 58.112171 47.407053 \r\n",
       "L 57.907124 44.107298 \r\n",
       "L 57.702077 40.653816 \r\n",
       "L 57.497031 37.071584 \r\n",
       "L 57.291984 33.407213 \r\n",
       "L 57.086937 29.731644 \r\n",
       "L 56.881891 26.138744 \r\n",
       "L 56.676844 22.738804 \r\n",
       "L 56.471797 19.647342 \r\n",
       "L 56.26675 16.97109 \r\n",
       "L 56.061704 14.794132 \r\n",
       "L 55.856657 13.167517 \r\n",
       "L 55.65161 12.104923 \r\n",
       "L 55.446564 11.585506 \r\n",
       "L 55.241517 11.563095 \r\n",
       "L 55.03647 11.979202 \r\n",
       "L 54.831424 12.776327 \r\n",
       "L 54.626377 13.908103 \r\n",
       "L 54.42133 15.343946 \r\n",
       "L 54.216284 17.067631 \r\n",
       "L 54.011237 19.071091 \r\n",
       "L 53.80619 21.346066 \r\n",
       "L 53.601143 23.876668 \r\n",
       "L 53.396097 26.635353 \r\n",
       "L 53.19105 29.583435 \r\n",
       "L 52.986003 32.675671 \r\n",
       "L 52.780957 35.867123 \r\n",
       "L 52.57591 39.119816 \r\n",
       "L 52.370863 42.406986 \r\n",
       "L 52.165817 45.713598 \r\n",
       "L 51.96077 49.033138 \r\n",
       "L 51.755723 52.361877 \r\n",
       "L 51.550677 55.692527 \r\n",
       "L 51.34563 59.009269 \r\n",
       "L 51.140583 62.285583 \r\n",
       "L 50.935536 65.485346 \r\n",
       "L 50.73049 68.566708 \r\n",
       "L 50.525443 71.487528 \r\n",
       "L 50.320396 74.210858 \r\n",
       "L 50.11535 76.709187 \r\n",
       "L 49.910303 78.966652 \r\n",
       "L 49.705256 80.979095 \r\n",
       "L 49.50021 82.752381 \r\n",
       "L 49.295163 84.299725 \r\n",
       "L 49.090116 85.638815 \r\n",
       "L 48.88507 86.789348 \r\n",
       "L 48.680023 87.771275 \r\n",
       "L 48.474976 88.603802 \r\n",
       "L 48.269929 89.304982 \r\n",
       "L 48.064883 89.89168 \r\n",
       "L 47.859836 90.379728 \r\n",
       "L 47.654789 90.784169 \r\n",
       "L 47.449743 91.119553 \r\n",
       "L 47.244696 91.400274 \r\n",
       "L 47.039649 91.640906 \r\n",
       "L 46.834603 91.85643 \r\n",
       "L 46.629556 92.062233 \r\n",
       "L 46.424509 92.273731 \r\n",
       "L 46.219463 92.505595 \r\n",
       "L 46.014416 92.770609 \r\n",
       "L 45.809369 93.078369 \r\n",
       "L 45.604322 93.434084 \r\n",
       "L 45.399276 93.83775 \r\n",
       "L 45.194229 94.283956 \r\n",
       "L 44.989182 94.762386 \r\n",
       "L 44.784136 95.259003 \r\n",
       "L 44.579089 95.757697 \r\n",
       "L 44.374042 96.242138 \r\n",
       "L 44.168996 96.697519 \r\n",
       "L 43.963949 97.111932 \r\n",
       "L 43.758902 97.477211 \r\n",
       "L 43.553855 97.789187 \r\n",
       "L 43.348809 98.047403 \r\n",
       "L 43.143762 98.254436 \r\n",
       "L 42.938715 98.414955 \r\n",
       "L 42.733669 98.534721 \r\n",
       "L 42.528622 98.619605 \r\n",
       "L 42.323575 98.674752 \r\n",
       "L 42.118529 98.703887 \r\n",
       "L 41.913482 98.708781 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;fill-opacity:0.25;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_113\">\r\n",
       "    <path clip-path=\"url(#p3c6cf8afc1)\" d=\"M 65.249191 98.815599 \r\n",
       "L 73.903465 98.710903 \r\n",
       "L 78.711396 98.44421 \r\n",
       "L 82.55774 98.019791 \r\n",
       "L 86.404084 97.365344 \r\n",
       "L 90.250428 96.464183 \r\n",
       "L 93.135187 95.603487 \r\n",
       "L 96.019945 94.545012 \r\n",
       "L 98.904703 93.25509 \r\n",
       "L 101.789461 91.743366 \r\n",
       "L 111.405322 86.391447 \r\n",
       "L 114.29008 85.152507 \r\n",
       "L 116.213252 84.50536 \r\n",
       "L 118.136424 84.025842 \r\n",
       "L 120.059596 83.731364 \r\n",
       "L 121.982768 83.632822 \r\n",
       "L 123.905941 83.730741 \r\n",
       "L 125.829113 84.011474 \r\n",
       "L 128.713871 84.705692 \r\n",
       "L 134.483387 86.503572 \r\n",
       "L 141.21449 88.670882 \r\n",
       "L 144.099248 89.815074 \r\n",
       "L 148.907178 92.039448 \r\n",
       "L 152.753522 93.739479 \r\n",
       "L 155.638281 94.769156 \r\n",
       "L 158.523039 95.568009 \r\n",
       "L 163.330969 96.591362 \r\n",
       "L 170.062071 97.81131 \r\n",
       "L 173.908416 98.324445 \r\n",
       "L 177.75476 98.628137 \r\n",
       "L 182.56269 98.781252 \r\n",
       "L 187.370621 98.815151 \r\n",
       "L 187.370621 98.815151 \r\n",
       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_114\">\r\n",
       "    <path clip-path=\"url(#p3c6cf8afc1)\" d=\"M 41.913482 98.708781 \r\n",
       "L 42.528622 98.619605 \r\n",
       "L 43.143762 98.254436 \r\n",
       "L 43.758902 97.477211 \r\n",
       "L 44.374042 96.242138 \r\n",
       "L 45.809369 93.078369 \r\n",
       "L 46.424509 92.273731 \r\n",
       "L 47.449743 91.119553 \r\n",
       "L 47.859836 90.379728 \r\n",
       "L 48.269929 89.304982 \r\n",
       "L 48.680023 87.771275 \r\n",
       "L 49.295163 84.299725 \r\n",
       "L 49.910303 78.966652 \r\n",
       "L 50.525443 71.487528 \r\n",
       "L 51.550677 55.692527 \r\n",
       "L 53.601143 23.876668 \r\n",
       "L 54.216284 17.067631 \r\n",
       "L 54.831424 12.776327 \r\n",
       "L 55.241517 11.563095 \r\n",
       "L 55.446564 11.585506 \r\n",
       "L 55.65161 12.104923 \r\n",
       "L 56.061704 14.794132 \r\n",
       "L 56.471797 19.647342 \r\n",
       "L 57.291984 33.407213 \r\n",
       "L 58.522264 53.523661 \r\n",
       "L 59.547498 66.562194 \r\n",
       "L 61.392918 86.921397 \r\n",
       "L 61.803011 89.865064 \r\n",
       "L 62.213105 91.534665 \r\n",
       "L 62.418151 91.889054 \r\n",
       "L 62.623198 91.963046 \r\n",
       "L 62.828245 91.809348 \r\n",
       "L 63.443385 90.674994 \r\n",
       "L 63.853478 90.076459 \r\n",
       "L 64.058525 89.997403 \r\n",
       "L 64.263572 90.105358 \r\n",
       "L 64.673665 90.887408 \r\n",
       "L 65.288805 93.082241 \r\n",
       "L 66.108992 96.195798 \r\n",
       "L 66.724132 97.70028 \r\n",
       "L 67.134225 98.259229 \r\n",
       "L 67.544319 98.5594 \r\n",
       "L 67.954412 98.688872 \r\n",
       "L 67.954412 98.688872 \r\n",
       "\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_18\">\r\n",
       "   <g id=\"PolyCollection_3\">\r\n",
       "    <path clip-path=\"url(#p606bbc8991)\" d=\"M 246.758984 200.412322 \r\n",
       "L 246.758984 200.45 \r\n",
       "L 247.727357 200.45 \r\n",
       "L 248.695729 200.45 \r\n",
       "L 249.664102 200.45 \r\n",
       "L 250.632475 200.45 \r\n",
       "L 251.600847 200.45 \r\n",
       "L 252.56922 200.45 \r\n",
       "L 253.537593 200.45 \r\n",
       "L 254.505966 200.45 \r\n",
       "L 255.474338 200.45 \r\n",
       "L 256.442711 200.45 \r\n",
       "L 257.411084 200.45 \r\n",
       "L 258.379456 200.45 \r\n",
       "L 259.347829 200.45 \r\n",
       "L 260.316202 200.45 \r\n",
       "L 261.284575 200.45 \r\n",
       "L 262.252947 200.45 \r\n",
       "L 263.22132 200.45 \r\n",
       "L 264.189693 200.45 \r\n",
       "L 265.158065 200.45 \r\n",
       "L 266.126438 200.45 \r\n",
       "L 267.094811 200.45 \r\n",
       "L 268.063184 200.45 \r\n",
       "L 269.031556 200.45 \r\n",
       "L 269.999929 200.45 \r\n",
       "L 270.968302 200.45 \r\n",
       "L 271.936674 200.45 \r\n",
       "L 272.905047 200.45 \r\n",
       "L 273.87342 200.45 \r\n",
       "L 274.841793 200.45 \r\n",
       "L 275.810165 200.45 \r\n",
       "L 276.778538 200.45 \r\n",
       "L 277.746911 200.45 \r\n",
       "L 278.715283 200.45 \r\n",
       "L 279.683656 200.45 \r\n",
       "L 280.652029 200.45 \r\n",
       "L 281.620402 200.45 \r\n",
       "L 282.588774 200.45 \r\n",
       "L 283.557147 200.45 \r\n",
       "L 284.52552 200.45 \r\n",
       "L 285.493892 200.45 \r\n",
       "L 286.462265 200.45 \r\n",
       "L 287.430638 200.45 \r\n",
       "L 288.399011 200.45 \r\n",
       "L 289.367383 200.45 \r\n",
       "L 290.335756 200.45 \r\n",
       "L 291.304129 200.45 \r\n",
       "L 292.272501 200.45 \r\n",
       "L 293.240874 200.45 \r\n",
       "L 294.209247 200.45 \r\n",
       "L 295.17762 200.45 \r\n",
       "L 296.145992 200.45 \r\n",
       "L 297.114365 200.45 \r\n",
       "L 298.082738 200.45 \r\n",
       "L 299.05111 200.45 \r\n",
       "L 300.019483 200.45 \r\n",
       "L 300.987856 200.45 \r\n",
       "L 301.956229 200.45 \r\n",
       "L 302.924601 200.45 \r\n",
       "L 303.892974 200.45 \r\n",
       "L 304.861347 200.45 \r\n",
       "L 305.829719 200.45 \r\n",
       "L 306.798092 200.45 \r\n",
       "L 307.766465 200.45 \r\n",
       "L 308.734838 200.45 \r\n",
       "L 309.70321 200.45 \r\n",
       "L 310.671583 200.45 \r\n",
       "L 311.639956 200.45 \r\n",
       "L 312.608328 200.45 \r\n",
       "L 313.576701 200.45 \r\n",
       "L 314.545074 200.45 \r\n",
       "L 315.513447 200.45 \r\n",
       "L 316.481819 200.45 \r\n",
       "L 317.450192 200.45 \r\n",
       "L 318.418565 200.45 \r\n",
       "L 319.386937 200.45 \r\n",
       "L 320.35531 200.45 \r\n",
       "L 321.323683 200.45 \r\n",
       "L 322.292056 200.45 \r\n",
       "L 323.260428 200.45 \r\n",
       "L 324.228801 200.45 \r\n",
       "L 325.197174 200.45 \r\n",
       "L 326.165546 200.45 \r\n",
       "L 327.133919 200.45 \r\n",
       "L 328.102292 200.45 \r\n",
       "L 329.070665 200.45 \r\n",
       "L 330.039037 200.45 \r\n",
       "L 331.00741 200.45 \r\n",
       "L 331.975783 200.45 \r\n",
       "L 332.944155 200.45 \r\n",
       "L 333.912528 200.45 \r\n",
       "L 334.880901 200.45 \r\n",
       "L 335.849274 200.45 \r\n",
       "L 336.817646 200.45 \r\n",
       "L 337.786019 200.45 \r\n",
       "L 338.754392 200.45 \r\n",
       "L 339.722764 200.45 \r\n",
       "L 340.691137 200.45 \r\n",
       "L 341.65951 200.45 \r\n",
       "L 342.627883 200.45 \r\n",
       "L 343.596255 200.45 \r\n",
       "L 344.564628 200.45 \r\n",
       "L 345.533001 200.45 \r\n",
       "L 346.501373 200.45 \r\n",
       "L 347.469746 200.45 \r\n",
       "L 348.438119 200.45 \r\n",
       "L 349.406492 200.45 \r\n",
       "L 350.374864 200.45 \r\n",
       "L 351.343237 200.45 \r\n",
       "L 352.31161 200.45 \r\n",
       "L 353.279982 200.45 \r\n",
       "L 354.248355 200.45 \r\n",
       "L 355.216728 200.45 \r\n",
       "L 356.185101 200.45 \r\n",
       "L 357.153473 200.45 \r\n",
       "L 358.121846 200.45 \r\n",
       "L 359.090219 200.45 \r\n",
       "L 360.058591 200.45 \r\n",
       "L 361.026964 200.45 \r\n",
       "L 361.995337 200.45 \r\n",
       "L 362.96371 200.45 \r\n",
       "L 363.932082 200.45 \r\n",
       "L 364.900455 200.45 \r\n",
       "L 365.868828 200.45 \r\n",
       "L 366.8372 200.45 \r\n",
       "L 367.805573 200.45 \r\n",
       "L 368.773946 200.45 \r\n",
       "L 369.742319 200.45 \r\n",
       "L 369.742319 200.416533 \r\n",
       "L 369.742319 200.416533 \r\n",
       "L 368.773946 200.417007 \r\n",
       "L 367.805573 200.41384 \r\n",
       "L 366.8372 200.406901 \r\n",
       "L 365.868828 200.395844 \r\n",
       "L 364.900455 200.380112 \r\n",
       "L 363.932082 200.358944 \r\n",
       "L 362.96371 200.331392 \r\n",
       "L 361.995337 200.296334 \r\n",
       "L 361.026964 200.252492 \r\n",
       "L 360.058591 200.198466 \r\n",
       "L 359.090219 200.132765 \r\n",
       "L 358.121846 200.053856 \r\n",
       "L 357.153473 199.960209 \r\n",
       "L 356.185101 199.850367 \r\n",
       "L 355.216728 199.723004 \r\n",
       "L 354.248355 199.576996 \r\n",
       "L 353.279982 199.411494 \r\n",
       "L 352.31161 199.225987 \r\n",
       "L 351.343237 199.020362 \r\n",
       "L 350.374864 198.794958 \r\n",
       "L 349.406492 198.550594 \r\n",
       "L 348.438119 198.288593 \r\n",
       "L 347.469746 198.010772 \r\n",
       "L 346.501373 197.719421 \r\n",
       "L 345.533001 197.41725 \r\n",
       "L 344.564628 197.107316 \r\n",
       "L 343.596255 196.792932 \r\n",
       "L 342.627883 196.477552 \r\n",
       "L 341.65951 196.164647 \r\n",
       "L 340.691137 195.857573 \r\n",
       "L 339.722764 195.559438 \r\n",
       "L 338.754392 195.272974 \r\n",
       "L 337.786019 195.000434 \r\n",
       "L 336.817646 194.743497 \r\n",
       "L 335.849274 194.503217 \r\n",
       "L 334.880901 194.279994 \r\n",
       "L 333.912528 194.073589 \r\n",
       "L 332.944155 193.883171 \r\n",
       "L 331.975783 193.7074 \r\n",
       "L 331.00741 193.544536 \r\n",
       "L 330.039037 193.392573 \r\n",
       "L 329.070665 193.249388 \r\n",
       "L 328.102292 193.112886 \r\n",
       "L 327.133919 192.98115 \r\n",
       "L 326.165546 192.852567 \r\n",
       "L 325.197174 192.725939 \r\n",
       "L 324.228801 192.600552 \r\n",
       "L 323.260428 192.47622 \r\n",
       "L 322.292056 192.35328 \r\n",
       "L 321.323683 192.232547 \r\n",
       "L 320.35531 192.115232 \r\n",
       "L 319.386937 192.002811 \r\n",
       "L 318.418565 191.896875 \r\n",
       "L 317.450192 191.798942 \r\n",
       "L 316.481819 191.710275 \r\n",
       "L 315.513447 191.63169 \r\n",
       "L 314.545074 191.563393 \r\n",
       "L 313.576701 191.504846 \r\n",
       "L 312.608328 191.454698 \r\n",
       "L 311.639956 191.410767 \r\n",
       "L 310.671583 191.370102 \r\n",
       "L 309.70321 191.329122 \r\n",
       "L 308.734838 191.283823 \r\n",
       "L 307.766465 191.230039 \r\n",
       "L 306.798092 191.163757 \r\n",
       "L 305.829719 191.081434 \r\n",
       "L 304.861347 190.980315 \r\n",
       "L 303.892974 190.858714 \r\n",
       "L 302.924601 190.716237 \r\n",
       "L 301.956229 190.55392 \r\n",
       "L 300.987856 190.374285 \r\n",
       "L 300.019483 190.181289 \r\n",
       "L 299.05111 189.980185 \r\n",
       "L 298.082738 189.777295 \r\n",
       "L 297.114365 189.579718 \r\n",
       "L 296.145992 189.394981 \r\n",
       "L 295.17762 189.230684 \r\n",
       "L 294.209247 189.094126 \r\n",
       "L 293.240874 188.991968 \r\n",
       "L 292.272501 188.929931 \r\n",
       "L 291.304129 188.912558 \r\n",
       "L 290.335756 188.943044 \r\n",
       "L 289.367383 189.02314 \r\n",
       "L 288.399011 189.153147 \r\n",
       "L 287.430638 189.33197 \r\n",
       "L 286.462265 189.557255 \r\n",
       "L 285.493892 189.825577 \r\n",
       "L 284.52552 190.132666 \r\n",
       "L 283.557147 190.473667 \r\n",
       "L 282.588774 190.843406 \r\n",
       "L 281.620402 191.236636 \r\n",
       "L 280.652029 191.648267 \r\n",
       "L 279.683656 192.073544 \r\n",
       "L 278.715283 192.50818 \r\n",
       "L 277.746911 192.948426 \r\n",
       "L 276.778538 193.391083 \r\n",
       "L 275.810165 193.833469 \r\n",
       "L 274.841793 194.273336 \r\n",
       "L 273.87342 194.708765 \r\n",
       "L 272.905047 195.138048 \r\n",
       "L 271.936674 195.559574 \r\n",
       "L 270.968302 195.971736 \r\n",
       "L 269.999929 196.372862 \r\n",
       "L 269.031556 196.76119 \r\n",
       "L 268.063184 197.134873 \r\n",
       "L 267.094811 197.492024 \r\n",
       "L 266.126438 197.830787 \r\n",
       "L 265.158065 198.149422 \r\n",
       "L 264.189693 198.446403 \r\n",
       "L 263.22132 198.720504 \r\n",
       "L 262.252947 198.970873 \r\n",
       "L 261.284575 199.197086 \r\n",
       "L 260.316202 199.399166 \r\n",
       "L 259.347829 199.577583 \r\n",
       "L 258.379456 199.733222 \r\n",
       "L 257.411084 199.867325 \r\n",
       "L 256.442711 199.981427 \r\n",
       "L 255.474338 200.077271 \r\n",
       "L 254.505966 200.156728 \r\n",
       "L 253.537593 200.221709 \r\n",
       "L 252.56922 200.274098 \r\n",
       "L 251.600847 200.315687 \r\n",
       "L 250.632475 200.34812 \r\n",
       "L 249.664102 200.372861 \r\n",
       "L 248.695729 200.391162 \r\n",
       "L 247.727357 200.404051 \r\n",
       "L 246.758984 200.412322 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;fill-opacity:0.25;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_4\">\r\n",
       "    <path clip-path=\"url(#p606bbc8991)\" d=\"M 224.28518 200.208369 \r\n",
       "L 224.28518 200.45 \r\n",
       "L 224.554272 200.45 \r\n",
       "L 224.823363 200.45 \r\n",
       "L 225.092455 200.45 \r\n",
       "L 225.361546 200.45 \r\n",
       "L 225.630638 200.45 \r\n",
       "L 225.899729 200.45 \r\n",
       "L 226.168821 200.45 \r\n",
       "L 226.437913 200.45 \r\n",
       "L 226.707004 200.45 \r\n",
       "L 226.976096 200.45 \r\n",
       "L 227.245187 200.45 \r\n",
       "L 227.514279 200.45 \r\n",
       "L 227.783371 200.45 \r\n",
       "L 228.052462 200.45 \r\n",
       "L 228.321554 200.45 \r\n",
       "L 228.590645 200.45 \r\n",
       "L 228.859737 200.45 \r\n",
       "L 229.128829 200.45 \r\n",
       "L 229.39792 200.45 \r\n",
       "L 229.667012 200.45 \r\n",
       "L 229.936103 200.45 \r\n",
       "L 230.205195 200.45 \r\n",
       "L 230.474287 200.45 \r\n",
       "L 230.743378 200.45 \r\n",
       "L 231.01247 200.45 \r\n",
       "L 231.281561 200.45 \r\n",
       "L 231.550653 200.45 \r\n",
       "L 231.819744 200.45 \r\n",
       "L 232.088836 200.45 \r\n",
       "L 232.357928 200.45 \r\n",
       "L 232.627019 200.45 \r\n",
       "L 232.896111 200.45 \r\n",
       "L 233.165202 200.45 \r\n",
       "L 233.434294 200.45 \r\n",
       "L 233.703386 200.45 \r\n",
       "L 233.972477 200.45 \r\n",
       "L 234.241569 200.45 \r\n",
       "L 234.51066 200.45 \r\n",
       "L 234.779752 200.45 \r\n",
       "L 235.048844 200.45 \r\n",
       "L 235.317935 200.45 \r\n",
       "L 235.587027 200.45 \r\n",
       "L 235.856118 200.45 \r\n",
       "L 236.12521 200.45 \r\n",
       "L 236.394302 200.45 \r\n",
       "L 236.663393 200.45 \r\n",
       "L 236.932485 200.45 \r\n",
       "L 237.201576 200.45 \r\n",
       "L 237.470668 200.45 \r\n",
       "L 237.739759 200.45 \r\n",
       "L 238.008851 200.45 \r\n",
       "L 238.277943 200.45 \r\n",
       "L 238.547034 200.45 \r\n",
       "L 238.816126 200.45 \r\n",
       "L 239.085217 200.45 \r\n",
       "L 239.354309 200.45 \r\n",
       "L 239.623401 200.45 \r\n",
       "L 239.892492 200.45 \r\n",
       "L 240.161584 200.45 \r\n",
       "L 240.430675 200.45 \r\n",
       "L 240.699767 200.45 \r\n",
       "L 240.968859 200.45 \r\n",
       "L 241.23795 200.45 \r\n",
       "L 241.507042 200.45 \r\n",
       "L 241.776133 200.45 \r\n",
       "L 242.045225 200.45 \r\n",
       "L 242.314317 200.45 \r\n",
       "L 242.583408 200.45 \r\n",
       "L 242.8525 200.45 \r\n",
       "L 243.121591 200.45 \r\n",
       "L 243.390683 200.45 \r\n",
       "L 243.659775 200.45 \r\n",
       "L 243.928866 200.45 \r\n",
       "L 244.197958 200.45 \r\n",
       "L 244.467049 200.45 \r\n",
       "L 244.736141 200.45 \r\n",
       "L 245.005232 200.45 \r\n",
       "L 245.274324 200.45 \r\n",
       "L 245.543416 200.45 \r\n",
       "L 245.812507 200.45 \r\n",
       "L 246.081599 200.45 \r\n",
       "L 246.35069 200.45 \r\n",
       "L 246.619782 200.45 \r\n",
       "L 246.888874 200.45 \r\n",
       "L 247.157965 200.45 \r\n",
       "L 247.427057 200.45 \r\n",
       "L 247.696148 200.45 \r\n",
       "L 247.96524 200.45 \r\n",
       "L 248.234332 200.45 \r\n",
       "L 248.503423 200.45 \r\n",
       "L 248.772515 200.45 \r\n",
       "L 249.041606 200.45 \r\n",
       "L 249.310698 200.45 \r\n",
       "L 249.57979 200.45 \r\n",
       "L 249.848881 200.45 \r\n",
       "L 250.117973 200.45 \r\n",
       "L 250.387064 200.45 \r\n",
       "L 250.656156 200.45 \r\n",
       "L 250.925247 200.45 \r\n",
       "L 251.194339 200.45 \r\n",
       "L 251.463431 200.45 \r\n",
       "L 251.732522 200.45 \r\n",
       "L 252.001614 200.45 \r\n",
       "L 252.270705 200.45 \r\n",
       "L 252.539797 200.45 \r\n",
       "L 252.808889 200.45 \r\n",
       "L 253.07798 200.45 \r\n",
       "L 253.347072 200.45 \r\n",
       "L 253.616163 200.45 \r\n",
       "L 253.885255 200.45 \r\n",
       "L 254.154347 200.45 \r\n",
       "L 254.423438 200.45 \r\n",
       "L 254.69253 200.45 \r\n",
       "L 254.961621 200.45 \r\n",
       "L 255.230713 200.45 \r\n",
       "L 255.499805 200.45 \r\n",
       "L 255.768896 200.45 \r\n",
       "L 256.037988 200.45 \r\n",
       "L 256.307079 200.45 \r\n",
       "L 256.576171 200.45 \r\n",
       "L 256.845262 200.45 \r\n",
       "L 257.114354 200.45 \r\n",
       "L 257.383446 200.45 \r\n",
       "L 257.652537 200.45 \r\n",
       "L 257.921629 200.45 \r\n",
       "L 258.19072 200.45 \r\n",
       "L 258.459812 200.45 \r\n",
       "L 258.459812 200.277525 \r\n",
       "L 258.459812 200.277525 \r\n",
       "L 258.19072 200.310226 \r\n",
       "L 257.921629 200.313266 \r\n",
       "L 257.652537 200.290137 \r\n",
       "L 257.383446 200.241679 \r\n",
       "L 257.114354 200.166802 \r\n",
       "L 256.845262 200.063267 \r\n",
       "L 256.576171 199.92851 \r\n",
       "L 256.307079 199.760507 \r\n",
       "L 256.037988 199.55864 \r\n",
       "L 255.768896 199.324486 \r\n",
       "L 255.499805 199.062437 \r\n",
       "L 255.230713 198.780036 \r\n",
       "L 254.961621 198.487922 \r\n",
       "L 254.69253 198.199318 \r\n",
       "L 254.423438 197.92904 \r\n",
       "L 254.154347 197.692121 \r\n",
       "L 253.885255 197.502175 \r\n",
       "L 253.616163 197.369727 \r\n",
       "L 253.347072 197.300748 \r\n",
       "L 253.07798 197.295648 \r\n",
       "L 252.808889 197.348878 \r\n",
       "L 252.539797 197.44928 \r\n",
       "L 252.270705 197.581131 \r\n",
       "L 252.001614 197.725802 \r\n",
       "L 251.732522 197.863797 \r\n",
       "L 251.463431 197.976931 \r\n",
       "L 251.194339 198.050355 \r\n",
       "L 250.925247 198.074162 \r\n",
       "L 250.656156 198.04437 \r\n",
       "L 250.387064 197.963121 \r\n",
       "L 250.117973 197.838035 \r\n",
       "L 249.848881 197.680755 \r\n",
       "L 249.57979 197.504784 \r\n",
       "L 249.310698 197.322844 \r\n",
       "L 249.041606 197.144016 \r\n",
       "L 248.772515 196.971021 \r\n",
       "L 248.503423 196.798004 \r\n",
       "L 248.234332 196.609187 \r\n",
       "L 247.96524 196.378722 \r\n",
       "L 247.696148 196.071967 \r\n",
       "L 247.427057 195.648295 \r\n",
       "L 247.157965 195.065361 \r\n",
       "L 246.888874 194.284558 \r\n",
       "L 246.619782 193.277157 \r\n",
       "L 246.35069 192.030447 \r\n",
       "L 246.081599 190.553005 \r\n",
       "L 245.812507 188.878173 \r\n",
       "L 245.543416 187.064909 \r\n",
       "L 245.274324 185.195382 \r\n",
       "L 245.005232 183.36911 \r\n",
       "L 244.736141 181.693932 \r\n",
       "L 244.467049 180.274691 \r\n",
       "L 244.197958 179.200955 \r\n",
       "L 243.928866 178.535462 \r\n",
       "L 243.659775 178.30501 \r\n",
       "L 243.390683 178.495259 \r\n",
       "L 243.121591 179.050446 \r\n",
       "L 242.8525 179.878266 \r\n",
       "L 242.583408 180.859469 \r\n",
       "L 242.314317 181.861015 \r\n",
       "L 242.045225 182.751117 \r\n",
       "L 241.776133 183.414288 \r\n",
       "L 241.507042 183.764449 \r\n",
       "L 241.23795 183.754462 \r\n",
       "L 240.968859 183.380826 \r\n",
       "L 240.699767 182.682856 \r\n",
       "L 240.430675 181.736252 \r\n",
       "L 240.161584 180.641635 \r\n",
       "L 239.892492 179.509183 \r\n",
       "L 239.623401 178.441059 \r\n",
       "L 239.354309 177.513672 \r\n",
       "L 239.085217 176.762008 \r\n",
       "L 238.816126 176.168219 \r\n",
       "L 238.547034 175.656343 \r\n",
       "L 238.277943 175.094485 \r\n",
       "L 238.008851 174.305041 \r\n",
       "L 237.739759 173.082651 \r\n",
       "L 237.470668 171.218583 \r\n",
       "L 237.201576 168.529351 \r\n",
       "L 236.932485 164.886473 \r\n",
       "L 236.663393 160.243729 \r\n",
       "L 236.394302 154.657968 \r\n",
       "L 236.12521 148.299804 \r\n",
       "L 235.856118 141.451316 \r\n",
       "L 235.587027 134.489351 \r\n",
       "L 235.317935 127.854924 \r\n",
       "L 235.048844 122.011426 \r\n",
       "L 234.779752 117.396368 \r\n",
       "L 234.51066 114.372932 \r\n",
       "L 234.241569 113.188095 \r\n",
       "L 233.972477 113.943506 \r\n",
       "L 233.703386 116.583544 \r\n",
       "L 233.434294 120.902375 \r\n",
       "L 233.165202 126.568852 \r\n",
       "L 232.896111 133.165406 \r\n",
       "L 232.627019 140.235059 \r\n",
       "L 232.357928 147.329852 \r\n",
       "L 232.088836 154.054245 \r\n",
       "L 231.819744 160.098415 \r\n",
       "L 231.550653 165.258323 \r\n",
       "L 231.281561 169.441633 \r\n",
       "L 231.01247 172.660571 \r\n",
       "L 230.743378 175.014347 \r\n",
       "L 230.474287 176.664669 \r\n",
       "L 230.205195 177.808164 \r\n",
       "L 229.936103 178.64931 \r\n",
       "L 229.667012 179.376847 \r\n",
       "L 229.39792 180.14579 \r\n",
       "L 229.128829 181.066235 \r\n",
       "L 228.859737 182.199176 \r\n",
       "L 228.590645 183.558723 \r\n",
       "L 228.321554 185.119417 \r\n",
       "L 228.052462 186.826919 \r\n",
       "L 227.783371 188.610166 \r\n",
       "L 227.514279 190.393204 \r\n",
       "L 227.245187 192.105251 \r\n",
       "L 226.976096 193.68803 \r\n",
       "L 226.707004 195.100001 \r\n",
       "L 226.437913 196.3176 \r\n",
       "L 226.168821 197.334019 \r\n",
       "L 225.899729 198.156276 \r\n",
       "L 225.630638 198.801406 \r\n",
       "L 225.361546 199.29247 \r\n",
       "L 225.092455 199.654971 \r\n",
       "L 224.823363 199.913981 \r\n",
       "L 224.554272 200.092123 \r\n",
       "L 224.28518 200.208369 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;fill-opacity:0.25;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_115\">\r\n",
       "    <path clip-path=\"url(#p606bbc8991)\" d=\"M 246.758984 200.412322 \r\n",
       "L 252.56922 200.274098 \r\n",
       "L 256.442711 199.981427 \r\n",
       "L 259.347829 199.577583 \r\n",
       "L 262.252947 198.970873 \r\n",
       "L 265.158065 198.149422 \r\n",
       "L 269.031556 196.76119 \r\n",
       "L 273.87342 194.708765 \r\n",
       "L 283.557147 190.473667 \r\n",
       "L 286.462265 189.557255 \r\n",
       "L 288.399011 189.153147 \r\n",
       "L 290.335756 188.943044 \r\n",
       "L 292.272501 188.929931 \r\n",
       "L 294.209247 189.094126 \r\n",
       "L 297.114365 189.579718 \r\n",
       "L 303.892974 190.858714 \r\n",
       "L 306.798092 191.163757 \r\n",
       "L 312.608328 191.454698 \r\n",
       "L 317.450192 191.798942 \r\n",
       "L 323.260428 192.47622 \r\n",
       "L 331.00741 193.544536 \r\n",
       "L 334.880901 194.279994 \r\n",
       "L 338.754392 195.272974 \r\n",
       "L 344.564628 197.107316 \r\n",
       "L 349.406492 198.550594 \r\n",
       "L 352.31161 199.225987 \r\n",
       "L 355.216728 199.723004 \r\n",
       "L 359.090219 200.132765 \r\n",
       "L 363.932082 200.358944 \r\n",
       "L 369.742319 200.416533 \r\n",
       "L 369.742319 200.416533 \r\n",
       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_116\">\r\n",
       "    <path clip-path=\"url(#p606bbc8991)\" d=\"M 224.28518 200.208369 \r\n",
       "L 224.823363 199.913981 \r\n",
       "L 225.361546 199.29247 \r\n",
       "L 225.899729 198.156276 \r\n",
       "L 226.437913 196.3176 \r\n",
       "L 226.976096 193.68803 \r\n",
       "L 229.128829 181.066235 \r\n",
       "L 229.936103 178.64931 \r\n",
       "L 230.474287 176.664669 \r\n",
       "L 230.743378 175.014347 \r\n",
       "L 231.281561 169.441633 \r\n",
       "L 231.819744 160.098415 \r\n",
       "L 232.627019 140.235059 \r\n",
       "L 233.434294 120.902375 \r\n",
       "L 233.972477 113.943506 \r\n",
       "L 234.241569 113.188095 \r\n",
       "L 234.51066 114.372932 \r\n",
       "L 234.779752 117.396368 \r\n",
       "L 235.317935 127.854924 \r\n",
       "L 236.663393 160.243729 \r\n",
       "L 237.201576 168.529351 \r\n",
       "L 237.739759 173.082651 \r\n",
       "L 238.277943 175.094485 \r\n",
       "L 239.354309 177.513672 \r\n",
       "L 240.161584 180.641635 \r\n",
       "L 240.699767 182.682856 \r\n",
       "L 240.968859 183.380826 \r\n",
       "L 241.23795 183.754462 \r\n",
       "L 241.507042 183.764449 \r\n",
       "L 241.776133 183.414288 \r\n",
       "L 242.314317 181.861015 \r\n",
       "L 243.121591 179.050446 \r\n",
       "L 243.390683 178.495259 \r\n",
       "L 243.659775 178.30501 \r\n",
       "L 243.928866 178.535462 \r\n",
       "L 244.197958 179.200955 \r\n",
       "L 244.736141 181.693932 \r\n",
       "L 246.619782 193.277157 \r\n",
       "L 247.157965 195.065361 \r\n",
       "L 247.696148 196.071967 \r\n",
       "L 248.234332 196.609187 \r\n",
       "L 250.117973 197.838035 \r\n",
       "L 250.656156 198.04437 \r\n",
       "L 251.194339 198.050355 \r\n",
       "L 252.001614 197.725802 \r\n",
       "L 252.808889 197.348878 \r\n",
       "L 253.347072 197.300748 \r\n",
       "L 253.885255 197.502175 \r\n",
       "L 254.69253 198.199318 \r\n",
       "L 256.037988 199.55864 \r\n",
       "L 256.845262 200.063267 \r\n",
       "L 257.652537 200.290137 \r\n",
       "L 258.459812 200.277525 \r\n",
       "L 258.459812 200.277525 \r\n",
       "\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_19\">\r\n",
       "   <g id=\"PolyCollection_5\">\r\n",
       "    <path clip-path=\"url(#pef09a171bc)\" d=\"M 412.406036 302.028289 \r\n",
       "L 412.406036 302.075 \r\n",
       "L 413.506099 302.075 \r\n",
       "L 414.606162 302.075 \r\n",
       "L 415.706224 302.075 \r\n",
       "L 416.806287 302.075 \r\n",
       "L 417.90635 302.075 \r\n",
       "L 419.006413 302.075 \r\n",
       "L 420.106476 302.075 \r\n",
       "L 421.206539 302.075 \r\n",
       "L 422.306601 302.075 \r\n",
       "L 423.406664 302.075 \r\n",
       "L 424.506727 302.075 \r\n",
       "L 425.60679 302.075 \r\n",
       "L 426.706853 302.075 \r\n",
       "L 427.806916 302.075 \r\n",
       "L 428.906978 302.075 \r\n",
       "L 430.007041 302.075 \r\n",
       "L 431.107104 302.075 \r\n",
       "L 432.207167 302.075 \r\n",
       "L 433.30723 302.075 \r\n",
       "L 434.407293 302.075 \r\n",
       "L 435.507356 302.075 \r\n",
       "L 436.607418 302.075 \r\n",
       "L 437.707481 302.075 \r\n",
       "L 438.807544 302.075 \r\n",
       "L 439.907607 302.075 \r\n",
       "L 441.00767 302.075 \r\n",
       "L 442.107733 302.075 \r\n",
       "L 443.207795 302.075 \r\n",
       "L 444.307858 302.075 \r\n",
       "L 445.407921 302.075 \r\n",
       "L 446.507984 302.075 \r\n",
       "L 447.608047 302.075 \r\n",
       "L 448.70811 302.075 \r\n",
       "L 449.808172 302.075 \r\n",
       "L 450.908235 302.075 \r\n",
       "L 452.008298 302.075 \r\n",
       "L 453.108361 302.075 \r\n",
       "L 454.208424 302.075 \r\n",
       "L 455.308487 302.075 \r\n",
       "L 456.408549 302.075 \r\n",
       "L 457.508612 302.075 \r\n",
       "L 458.608675 302.075 \r\n",
       "L 459.708738 302.075 \r\n",
       "L 460.808801 302.075 \r\n",
       "L 461.908864 302.075 \r\n",
       "L 463.008926 302.075 \r\n",
       "L 464.108989 302.075 \r\n",
       "L 465.209052 302.075 \r\n",
       "L 466.309115 302.075 \r\n",
       "L 467.409178 302.075 \r\n",
       "L 468.509241 302.075 \r\n",
       "L 469.609304 302.075 \r\n",
       "L 470.709366 302.075 \r\n",
       "L 471.809429 302.075 \r\n",
       "L 472.909492 302.075 \r\n",
       "L 474.009555 302.075 \r\n",
       "L 475.109618 302.075 \r\n",
       "L 476.209681 302.075 \r\n",
       "L 477.309743 302.075 \r\n",
       "L 478.409806 302.075 \r\n",
       "L 479.509869 302.075 \r\n",
       "L 480.609932 302.075 \r\n",
       "L 481.709995 302.075 \r\n",
       "L 482.810058 302.075 \r\n",
       "L 483.91012 302.075 \r\n",
       "L 485.010183 302.075 \r\n",
       "L 486.110246 302.075 \r\n",
       "L 487.210309 302.075 \r\n",
       "L 488.310372 302.075 \r\n",
       "L 489.410435 302.075 \r\n",
       "L 490.510497 302.075 \r\n",
       "L 491.61056 302.075 \r\n",
       "L 492.710623 302.075 \r\n",
       "L 493.810686 302.075 \r\n",
       "L 494.910749 302.075 \r\n",
       "L 496.010812 302.075 \r\n",
       "L 497.110875 302.075 \r\n",
       "L 498.210937 302.075 \r\n",
       "L 499.311 302.075 \r\n",
       "L 500.411063 302.075 \r\n",
       "L 501.511126 302.075 \r\n",
       "L 502.611189 302.075 \r\n",
       "L 503.711252 302.075 \r\n",
       "L 504.811314 302.075 \r\n",
       "L 505.911377 302.075 \r\n",
       "L 507.01144 302.075 \r\n",
       "L 508.111503 302.075 \r\n",
       "L 509.211566 302.075 \r\n",
       "L 510.311629 302.075 \r\n",
       "L 511.411691 302.075 \r\n",
       "L 512.511754 302.075 \r\n",
       "L 513.611817 302.075 \r\n",
       "L 514.71188 302.075 \r\n",
       "L 515.811943 302.075 \r\n",
       "L 516.912006 302.075 \r\n",
       "L 518.012068 302.075 \r\n",
       "L 519.112131 302.075 \r\n",
       "L 520.212194 302.075 \r\n",
       "L 521.312257 302.075 \r\n",
       "L 522.41232 302.075 \r\n",
       "L 523.512383 302.075 \r\n",
       "L 524.612446 302.075 \r\n",
       "L 525.712508 302.075 \r\n",
       "L 526.812571 302.075 \r\n",
       "L 527.912634 302.075 \r\n",
       "L 529.012697 302.075 \r\n",
       "L 530.11276 302.075 \r\n",
       "L 531.212823 302.075 \r\n",
       "L 532.312885 302.075 \r\n",
       "L 533.412948 302.075 \r\n",
       "L 534.513011 302.075 \r\n",
       "L 535.613074 302.075 \r\n",
       "L 536.713137 302.075 \r\n",
       "L 537.8132 302.075 \r\n",
       "L 538.913262 302.075 \r\n",
       "L 540.013325 302.075 \r\n",
       "L 541.113388 302.075 \r\n",
       "L 542.213451 302.075 \r\n",
       "L 543.313514 302.075 \r\n",
       "L 544.413577 302.075 \r\n",
       "L 545.513639 302.075 \r\n",
       "L 546.613702 302.075 \r\n",
       "L 547.713765 302.075 \r\n",
       "L 548.813828 302.075 \r\n",
       "L 549.913891 302.075 \r\n",
       "L 551.013954 302.075 \r\n",
       "L 552.114017 302.075 \r\n",
       "L 552.114017 302.034043 \r\n",
       "L 552.114017 302.034043 \r\n",
       "L 551.013954 302.033207 \r\n",
       "L 549.913891 302.025783 \r\n",
       "L 548.813828 302.011162 \r\n",
       "L 547.713765 301.988131 \r\n",
       "L 546.613702 301.954873 \r\n",
       "L 545.513639 301.908974 \r\n",
       "L 544.413577 301.847445 \r\n",
       "L 543.313514 301.766777 \r\n",
       "L 542.213451 301.663022 \r\n",
       "L 541.113388 301.531933 \r\n",
       "L 540.013325 301.369159 \r\n",
       "L 538.913262 301.170491 \r\n",
       "L 537.8132 300.932169 \r\n",
       "L 536.713137 300.651231 \r\n",
       "L 535.613074 300.325868 \r\n",
       "L 534.513011 299.955776 \r\n",
       "L 533.412948 299.542447 \r\n",
       "L 532.312885 299.089367 \r\n",
       "L 531.212823 298.602073 \r\n",
       "L 530.11276 298.088045 \r\n",
       "L 529.012697 297.556406 \r\n",
       "L 527.912634 297.017433 \r\n",
       "L 526.812571 296.481904 \r\n",
       "L 525.712508 295.960322 \r\n",
       "L 524.612446 295.462091 \r\n",
       "L 523.512383 294.994709 \r\n",
       "L 522.41232 294.563076 \r\n",
       "L 521.312257 294.168979 \r\n",
       "L 520.212194 293.810818 \r\n",
       "L 519.112131 293.483604 \r\n",
       "L 518.012068 293.179211 \r\n",
       "L 516.912006 292.886872 \r\n",
       "L 515.811943 292.59384 \r\n",
       "L 514.71188 292.286142 \r\n",
       "L 513.611817 291.94936 \r\n",
       "L 512.511754 291.569351 \r\n",
       "L 511.411691 291.132865 \r\n",
       "L 510.311629 290.628043 \r\n",
       "L 509.211566 290.044774 \r\n",
       "L 508.111503 289.37494 \r\n",
       "L 507.01144 288.61259 \r\n",
       "L 505.911377 287.754043 \r\n",
       "L 504.811314 286.797975 \r\n",
       "L 503.711252 285.74547 \r\n",
       "L 502.611189 284.60005 \r\n",
       "L 501.511126 283.367644 \r\n",
       "L 500.411063 282.056491 \r\n",
       "L 499.311 280.676941 \r\n",
       "L 498.210937 279.241168 \r\n",
       "L 497.110875 277.762788 \r\n",
       "L 496.010812 276.256432 \r\n",
       "L 494.910749 274.737307 \r\n",
       "L 493.810686 273.220799 \r\n",
       "L 492.710623 271.722159 \r\n",
       "L 491.61056 270.256295 \r\n",
       "L 490.510497 268.837665 \r\n",
       "L 489.410435 267.480247 \r\n",
       "L 488.310372 266.197532 \r\n",
       "L 487.210309 265.002479 \r\n",
       "L 486.110246 263.907374 \r\n",
       "L 485.010183 262.923553 \r\n",
       "L 483.91012 262.060992 \r\n",
       "L 482.810058 261.327773 \r\n",
       "L 481.709995 260.729514 \r\n",
       "L 480.609932 260.26883 \r\n",
       "L 479.509869 259.944959 \r\n",
       "L 478.409806 259.753619 \r\n",
       "L 477.309743 259.68719 \r\n",
       "L 476.209681 259.735254 \r\n",
       "L 475.109618 259.885465 \r\n",
       "L 474.009555 260.124698 \r\n",
       "L 472.909492 260.440361 \r\n",
       "L 471.809429 260.821724 \r\n",
       "L 470.709366 261.26112 \r\n",
       "L 469.609304 261.754857 \r\n",
       "L 468.509241 262.303701 \r\n",
       "L 467.409178 262.912873 \r\n",
       "L 466.309115 263.591494 \r\n",
       "L 465.209052 264.351517 \r\n",
       "L 464.108989 265.206242 \r\n",
       "L 463.008926 266.168535 \r\n",
       "L 461.908864 267.248952 \r\n",
       "L 460.808801 268.45396 \r\n",
       "L 459.708738 269.784456 \r\n",
       "L 458.608675 271.234766 \r\n",
       "L 457.508612 272.792253 \r\n",
       "L 456.408549 274.437602 \r\n",
       "L 455.308487 276.145765 \r\n",
       "L 454.208424 277.8875 \r\n",
       "L 453.108361 279.631338 \r\n",
       "L 452.008298 281.345788 \r\n",
       "L 450.908235 283.001551 \r\n",
       "L 449.808172 284.573514 \r\n",
       "L 448.70811 286.04233 \r\n",
       "L 447.608047 287.395428 \r\n",
       "L 446.507984 288.627388 \r\n",
       "L 445.407921 289.739647 \r\n",
       "L 444.307858 290.73963 \r\n",
       "L 443.207795 291.639415 \r\n",
       "L 442.107733 292.454102 \r\n",
       "L 441.00767 293.200084 \r\n",
       "L 439.907607 293.893395 \r\n",
       "L 438.807544 294.548304 \r\n",
       "L 437.707481 295.176264 \r\n",
       "L 436.607418 295.785293 \r\n",
       "L 435.507356 296.379785 \r\n",
       "L 434.407293 296.960725 \r\n",
       "L 433.30723 297.526229 \r\n",
       "L 432.207167 298.072288 \r\n",
       "L 431.107104 298.593637 \r\n",
       "L 430.007041 299.084601 \r\n",
       "L 428.906978 299.539857 \r\n",
       "L 427.806916 299.955042 \r\n",
       "L 426.706853 300.327146 \r\n",
       "L 425.60679 300.654724 \r\n",
       "L 424.506727 300.937904 \r\n",
       "L 423.406664 301.178248 \r\n",
       "L 422.306601 301.378502 \r\n",
       "L 421.206539 301.542285 \r\n",
       "L 420.106476 301.673757 \r\n",
       "L 419.006413 301.777303 \r\n",
       "L 417.90635 301.857256 \r\n",
       "L 416.806287 301.91768 \r\n",
       "L 415.706224 301.962205 \r\n",
       "L 414.606162 301.993923 \r\n",
       "L 413.506099 302.015328 \r\n",
       "L 412.406036 302.028289 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;fill-opacity:0.25;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_6\">\r\n",
       "    <path clip-path=\"url(#pef09a171bc)\" d=\"M 406.656878 301.97119 \r\n",
       "L 406.656878 302.075 \r\n",
       "L 407.212378 302.075 \r\n",
       "L 407.767877 302.075 \r\n",
       "L 408.323377 302.075 \r\n",
       "L 408.878877 302.075 \r\n",
       "L 409.434376 302.075 \r\n",
       "L 409.989876 302.075 \r\n",
       "L 410.545376 302.075 \r\n",
       "L 411.100875 302.075 \r\n",
       "L 411.656375 302.075 \r\n",
       "L 412.211875 302.075 \r\n",
       "L 412.767374 302.075 \r\n",
       "L 413.322874 302.075 \r\n",
       "L 413.878374 302.075 \r\n",
       "L 414.433873 302.075 \r\n",
       "L 414.989373 302.075 \r\n",
       "L 415.544873 302.075 \r\n",
       "L 416.100372 302.075 \r\n",
       "L 416.655872 302.075 \r\n",
       "L 417.211372 302.075 \r\n",
       "L 417.766871 302.075 \r\n",
       "L 418.322371 302.075 \r\n",
       "L 418.877871 302.075 \r\n",
       "L 419.43337 302.075 \r\n",
       "L 419.98887 302.075 \r\n",
       "L 420.54437 302.075 \r\n",
       "L 421.099869 302.075 \r\n",
       "L 421.655369 302.075 \r\n",
       "L 422.210869 302.075 \r\n",
       "L 422.766369 302.075 \r\n",
       "L 423.321868 302.075 \r\n",
       "L 423.877368 302.075 \r\n",
       "L 424.432868 302.075 \r\n",
       "L 424.988367 302.075 \r\n",
       "L 425.543867 302.075 \r\n",
       "L 426.099367 302.075 \r\n",
       "L 426.654866 302.075 \r\n",
       "L 427.210366 302.075 \r\n",
       "L 427.765866 302.075 \r\n",
       "L 428.321365 302.075 \r\n",
       "L 428.876865 302.075 \r\n",
       "L 429.432365 302.075 \r\n",
       "L 429.987864 302.075 \r\n",
       "L 430.543364 302.075 \r\n",
       "L 431.098864 302.075 \r\n",
       "L 431.654363 302.075 \r\n",
       "L 432.209863 302.075 \r\n",
       "L 432.765363 302.075 \r\n",
       "L 433.320862 302.075 \r\n",
       "L 433.876362 302.075 \r\n",
       "L 434.431862 302.075 \r\n",
       "L 434.987361 302.075 \r\n",
       "L 435.542861 302.075 \r\n",
       "L 436.098361 302.075 \r\n",
       "L 436.65386 302.075 \r\n",
       "L 437.20936 302.075 \r\n",
       "L 437.76486 302.075 \r\n",
       "L 438.320359 302.075 \r\n",
       "L 438.875859 302.075 \r\n",
       "L 439.431359 302.075 \r\n",
       "L 439.986858 302.075 \r\n",
       "L 440.542358 302.075 \r\n",
       "L 441.097858 302.075 \r\n",
       "L 441.653358 302.075 \r\n",
       "L 442.208857 302.075 \r\n",
       "L 442.764357 302.075 \r\n",
       "L 443.319857 302.075 \r\n",
       "L 443.875356 302.075 \r\n",
       "L 444.430856 302.075 \r\n",
       "L 444.986356 302.075 \r\n",
       "L 445.541855 302.075 \r\n",
       "L 446.097355 302.075 \r\n",
       "L 446.652855 302.075 \r\n",
       "L 447.208354 302.075 \r\n",
       "L 447.763854 302.075 \r\n",
       "L 448.319354 302.075 \r\n",
       "L 448.874853 302.075 \r\n",
       "L 449.430353 302.075 \r\n",
       "L 449.985853 302.075 \r\n",
       "L 450.541352 302.075 \r\n",
       "L 451.096852 302.075 \r\n",
       "L 451.652352 302.075 \r\n",
       "L 452.207851 302.075 \r\n",
       "L 452.763351 302.075 \r\n",
       "L 453.318851 302.075 \r\n",
       "L 453.87435 302.075 \r\n",
       "L 454.42985 302.075 \r\n",
       "L 454.98535 302.075 \r\n",
       "L 455.540849 302.075 \r\n",
       "L 456.096349 302.075 \r\n",
       "L 456.651849 302.075 \r\n",
       "L 457.207348 302.075 \r\n",
       "L 457.762848 302.075 \r\n",
       "L 458.318348 302.075 \r\n",
       "L 458.873848 302.075 \r\n",
       "L 459.429347 302.075 \r\n",
       "L 459.984847 302.075 \r\n",
       "L 460.540347 302.075 \r\n",
       "L 461.095846 302.075 \r\n",
       "L 461.651346 302.075 \r\n",
       "L 462.206846 302.075 \r\n",
       "L 462.762345 302.075 \r\n",
       "L 463.317845 302.075 \r\n",
       "L 463.873345 302.075 \r\n",
       "L 464.428844 302.075 \r\n",
       "L 464.984344 302.075 \r\n",
       "L 465.539844 302.075 \r\n",
       "L 466.095343 302.075 \r\n",
       "L 466.650843 302.075 \r\n",
       "L 467.206343 302.075 \r\n",
       "L 467.761842 302.075 \r\n",
       "L 468.317342 302.075 \r\n",
       "L 468.872842 302.075 \r\n",
       "L 469.428341 302.075 \r\n",
       "L 469.983841 302.075 \r\n",
       "L 470.539341 302.075 \r\n",
       "L 471.09484 302.075 \r\n",
       "L 471.65034 302.075 \r\n",
       "L 472.20584 302.075 \r\n",
       "L 472.761339 302.075 \r\n",
       "L 473.316839 302.075 \r\n",
       "L 473.872339 302.075 \r\n",
       "L 474.427838 302.075 \r\n",
       "L 474.983338 302.075 \r\n",
       "L 475.538838 302.075 \r\n",
       "L 476.094337 302.075 \r\n",
       "L 476.649837 302.075 \r\n",
       "L 477.205337 302.075 \r\n",
       "L 477.205337 301.973235 \r\n",
       "L 477.205337 301.973235 \r\n",
       "L 476.649837 301.959877 \r\n",
       "L 476.094337 301.930161 \r\n",
       "L 475.538838 301.881833 \r\n",
       "L 474.983338 301.811386 \r\n",
       "L 474.427838 301.714118 \r\n",
       "L 473.872339 301.58424 \r\n",
       "L 473.316839 301.415028 \r\n",
       "L 472.761339 301.199058 \r\n",
       "L 472.20584 300.928536 \r\n",
       "L 471.65034 300.595714 \r\n",
       "L 471.09484 300.193407 \r\n",
       "L 470.539341 299.715569 \r\n",
       "L 469.983841 299.157912 \r\n",
       "L 469.428341 298.518485 \r\n",
       "L 468.872842 297.798177 \r\n",
       "L 468.317342 297.001052 \r\n",
       "L 467.761842 296.134448 \r\n",
       "L 467.206343 295.208781 \r\n",
       "L 466.650843 294.237018 \r\n",
       "L 466.095343 293.233809 \r\n",
       "L 465.539844 292.214326 \r\n",
       "L 464.984344 291.192874 \r\n",
       "L 464.428844 290.181419 \r\n",
       "L 463.873345 289.188166 \r\n",
       "L 463.317845 288.216391 \r\n",
       "L 462.762345 287.263677 \r\n",
       "L 462.206846 286.321717 \r\n",
       "L 461.651346 285.37677 \r\n",
       "L 461.095846 284.410804 \r\n",
       "L 460.540347 283.403248 \r\n",
       "L 459.984847 282.333221 \r\n",
       "L 459.429347 281.181984 \r\n",
       "L 458.873848 279.935348 \r\n",
       "L 458.318348 278.585697 \r\n",
       "L 457.762848 277.133353 \r\n",
       "L 457.207348 275.587008 \r\n",
       "L 456.651849 273.963115 \r\n",
       "L 456.096349 272.284178 \r\n",
       "L 455.540849 270.576105 \r\n",
       "L 454.98535 268.864843 \r\n",
       "L 454.42985 267.172708 \r\n",
       "L 453.87435 265.514826 \r\n",
       "L 453.318851 263.896172 \r\n",
       "L 452.763351 262.309639 \r\n",
       "L 452.207851 260.735446 \r\n",
       "L 451.652352 259.142104 \r\n",
       "L 451.096852 257.488924 \r\n",
       "L 450.541352 255.729901 \r\n",
       "L 449.985853 253.818624 \r\n",
       "L 449.430353 251.713728 \r\n",
       "L 448.874853 249.384314 \r\n",
       "L 448.319354 246.814763 \r\n",
       "L 447.763854 244.008402 \r\n",
       "L 447.208354 240.9896 \r\n",
       "L 446.652855 237.804043 \r\n",
       "L 446.097355 234.517093 \r\n",
       "L 445.541855 231.210379 \r\n",
       "L 444.986356 227.9769 \r\n",
       "L 444.430856 224.915099 \r\n",
       "L 443.875356 222.122452 \r\n",
       "L 443.319857 219.689139 \r\n",
       "L 442.764357 217.692364 \r\n",
       "L 442.208857 216.191787 \r\n",
       "L 441.653358 215.226406 \r\n",
       "L 441.097858 214.813095 \r\n",
       "L 440.542358 214.946799 \r\n",
       "L 439.986858 215.602246 \r\n",
       "L 439.431359 216.736922 \r\n",
       "L 438.875859 218.294907 \r\n",
       "L 438.320359 220.211194 \r\n",
       "L 437.76486 222.416055 \r\n",
       "L 437.20936 224.839099 \r\n",
       "L 436.65386 227.412759 \r\n",
       "L 436.098361 230.075015 \r\n",
       "L 435.542861 232.77129 \r\n",
       "L 434.987361 235.455554 \r\n",
       "L 434.431862 238.090712 \r\n",
       "L 433.876362 240.648432 \r\n",
       "L 433.320862 243.108554 \r\n",
       "L 432.765363 245.458233 \r\n",
       "L 432.209863 247.690921 \r\n",
       "L 431.654363 249.805306 \r\n",
       "L 431.098864 251.804252 \r\n",
       "L 430.543364 253.693801 \r\n",
       "L 429.987864 255.482284 \r\n",
       "L 429.432365 257.179559 \r\n",
       "L 428.876865 258.796414 \r\n",
       "L 428.321365 260.344159 \r\n",
       "L 427.765866 261.834392 \r\n",
       "L 427.210366 263.278923 \r\n",
       "L 426.654866 264.689803 \r\n",
       "L 426.099367 266.079389 \r\n",
       "L 425.543867 267.460346 \r\n",
       "L 424.988367 268.845513 \r\n",
       "L 424.432868 270.24757 \r\n",
       "L 423.877368 271.678476 \r\n",
       "L 423.321868 273.148713 \r\n",
       "L 422.766369 274.666398 \r\n",
       "L 422.210869 276.236371 \r\n",
       "L 421.655369 277.859404 \r\n",
       "L 421.099869 279.531643 \r\n",
       "L 420.54437 281.244401 \r\n",
       "L 419.98887 282.984359 \r\n",
       "L 419.43337 284.734184 \r\n",
       "L 418.877871 286.473524 \r\n",
       "L 418.322371 288.18027 \r\n",
       "L 417.766871 289.831976 \r\n",
       "L 417.211372 291.407278 \r\n",
       "L 416.655872 292.887179 \r\n",
       "L 416.100372 294.256092 \r\n",
       "L 415.544873 295.502559 \r\n",
       "L 414.989373 296.619611 \r\n",
       "L 414.433873 297.604769 \r\n",
       "L 413.878374 298.45974 \r\n",
       "L 413.322874 299.189862 \r\n",
       "L 412.767374 299.80338 \r\n",
       "L 412.211875 300.310645 \r\n",
       "L 411.656375 300.723302 \r\n",
       "L 411.100875 301.053543 \r\n",
       "L 410.545376 301.313447 \r\n",
       "L 409.989876 301.514462 \r\n",
       "L 409.434376 301.667011 \r\n",
       "L 408.878877 301.780231 \r\n",
       "L 408.323377 301.861819 \r\n",
       "L 407.767877 301.917967 \r\n",
       "L 407.212378 301.953357 \r\n",
       "L 406.656878 301.97119 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;fill-opacity:0.25;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_117\">\r\n",
       "    <path clip-path=\"url(#pef09a171bc)\" d=\"M 412.406036 302.028289 \r\n",
       "L 417.90635 301.857256 \r\n",
       "L 421.206539 301.542285 \r\n",
       "L 423.406664 301.178248 \r\n",
       "L 425.60679 300.654724 \r\n",
       "L 427.806916 299.955042 \r\n",
       "L 431.107104 298.593637 \r\n",
       "L 434.407293 296.960725 \r\n",
       "L 438.807544 294.548304 \r\n",
       "L 441.00767 293.200084 \r\n",
       "L 443.207795 291.639415 \r\n",
       "L 445.407921 289.739647 \r\n",
       "L 447.608047 287.395428 \r\n",
       "L 449.808172 284.573514 \r\n",
       "L 452.008298 281.345788 \r\n",
       "L 458.608675 271.234766 \r\n",
       "L 460.808801 268.45396 \r\n",
       "L 463.008926 266.168535 \r\n",
       "L 465.209052 264.351517 \r\n",
       "L 467.409178 262.912873 \r\n",
       "L 469.609304 261.754857 \r\n",
       "L 471.809429 260.821724 \r\n",
       "L 474.009555 260.124698 \r\n",
       "L 476.209681 259.735254 \r\n",
       "L 477.309743 259.68719 \r\n",
       "L 478.409806 259.753619 \r\n",
       "L 479.509869 259.944959 \r\n",
       "L 480.609932 260.26883 \r\n",
       "L 481.709995 260.729514 \r\n",
       "L 482.810058 261.327773 \r\n",
       "L 485.010183 262.923553 \r\n",
       "L 487.210309 265.002479 \r\n",
       "L 489.410435 267.480247 \r\n",
       "L 492.710623 271.722159 \r\n",
       "L 500.411063 282.056491 \r\n",
       "L 502.611189 284.60005 \r\n",
       "L 504.811314 286.797975 \r\n",
       "L 507.01144 288.61259 \r\n",
       "L 509.211566 290.044774 \r\n",
       "L 511.411691 291.132865 \r\n",
       "L 513.611817 291.94936 \r\n",
       "L 516.912006 292.886872 \r\n",
       "L 521.312257 294.168979 \r\n",
       "L 524.612446 295.462091 \r\n",
       "L 529.012697 297.556406 \r\n",
       "L 532.312885 299.089367 \r\n",
       "L 534.513011 299.955776 \r\n",
       "L 536.713137 300.651231 \r\n",
       "L 538.913262 301.170491 \r\n",
       "L 542.213451 301.663022 \r\n",
       "L 545.513639 301.908974 \r\n",
       "L 551.013954 302.033207 \r\n",
       "L 552.114017 302.034043 \r\n",
       "L 552.114017 302.034043 \r\n",
       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_118\">\r\n",
       "    <path clip-path=\"url(#pef09a171bc)\" d=\"M 406.656878 301.97119 \r\n",
       "L 408.323377 301.861819 \r\n",
       "L 409.989876 301.514462 \r\n",
       "L 411.100875 301.053543 \r\n",
       "L 412.211875 300.310645 \r\n",
       "L 413.322874 299.189862 \r\n",
       "L 414.433873 297.604769 \r\n",
       "L 415.544873 295.502559 \r\n",
       "L 416.655872 292.887179 \r\n",
       "L 418.322371 288.18027 \r\n",
       "L 423.321868 273.148713 \r\n",
       "L 426.099367 266.079389 \r\n",
       "L 428.321365 260.344159 \r\n",
       "L 429.987864 255.482284 \r\n",
       "L 431.654363 249.805306 \r\n",
       "L 433.320862 243.108554 \r\n",
       "L 435.542861 232.77129 \r\n",
       "L 437.76486 222.416055 \r\n",
       "L 438.875859 218.294907 \r\n",
       "L 439.431359 216.736922 \r\n",
       "L 439.986858 215.602246 \r\n",
       "L 440.542358 214.946799 \r\n",
       "L 441.097858 214.813095 \r\n",
       "L 441.653358 215.226406 \r\n",
       "L 442.208857 216.191787 \r\n",
       "L 442.764357 217.692364 \r\n",
       "L 443.319857 219.689139 \r\n",
       "L 444.430856 224.915099 \r\n",
       "L 446.097355 234.517093 \r\n",
       "L 447.763854 244.008402 \r\n",
       "L 448.874853 249.384314 \r\n",
       "L 449.985853 253.818624 \r\n",
       "L 451.096852 257.488924 \r\n",
       "L 457.762848 277.133353 \r\n",
       "L 459.429347 281.181984 \r\n",
       "L 461.095846 284.410804 \r\n",
       "L 468.872842 297.798177 \r\n",
       "L 469.983841 299.157912 \r\n",
       "L 471.09484 300.193407 \r\n",
       "L 472.20584 300.928536 \r\n",
       "L 473.316839 301.415028 \r\n",
       "L 474.983338 301.811386 \r\n",
       "L 476.649837 301.959877 \r\n",
       "L 477.205337 301.973235 \r\n",
       "L 477.205337 301.973235 \r\n",
       "\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_20\">\r\n",
       "   <g id=\"PolyCollection_7\">\r\n",
       "    <path clip-path=\"url(#p93a3704bc5)\" d=\"M 589.028576 403.635595 \r\n",
       "L 589.028576 403.7 \r\n",
       "L 589.875521 403.7 \r\n",
       "L 590.722466 403.7 \r\n",
       "L 591.569411 403.7 \r\n",
       "L 592.416355 403.7 \r\n",
       "L 593.2633 403.7 \r\n",
       "L 594.110245 403.7 \r\n",
       "L 594.95719 403.7 \r\n",
       "L 595.804135 403.7 \r\n",
       "L 596.65108 403.7 \r\n",
       "L 597.498025 403.7 \r\n",
       "L 598.34497 403.7 \r\n",
       "L 599.191914 403.7 \r\n",
       "L 600.038859 403.7 \r\n",
       "L 600.885804 403.7 \r\n",
       "L 601.732749 403.7 \r\n",
       "L 602.579694 403.7 \r\n",
       "L 603.426639 403.7 \r\n",
       "L 604.273584 403.7 \r\n",
       "L 605.120529 403.7 \r\n",
       "L 605.967473 403.7 \r\n",
       "L 606.814418 403.7 \r\n",
       "L 607.661363 403.7 \r\n",
       "L 608.508308 403.7 \r\n",
       "L 609.355253 403.7 \r\n",
       "L 610.202198 403.7 \r\n",
       "L 611.049143 403.7 \r\n",
       "L 611.896088 403.7 \r\n",
       "L 612.743033 403.7 \r\n",
       "L 613.589977 403.7 \r\n",
       "L 614.436922 403.7 \r\n",
       "L 615.283867 403.7 \r\n",
       "L 616.130812 403.7 \r\n",
       "L 616.977757 403.7 \r\n",
       "L 617.824702 403.7 \r\n",
       "L 618.671647 403.7 \r\n",
       "L 619.518592 403.7 \r\n",
       "L 620.365536 403.7 \r\n",
       "L 621.212481 403.7 \r\n",
       "L 622.059426 403.7 \r\n",
       "L 622.906371 403.7 \r\n",
       "L 623.753316 403.7 \r\n",
       "L 624.600261 403.7 \r\n",
       "L 625.447206 403.7 \r\n",
       "L 626.294151 403.7 \r\n",
       "L 627.141095 403.7 \r\n",
       "L 627.98804 403.7 \r\n",
       "L 628.834985 403.7 \r\n",
       "L 629.68193 403.7 \r\n",
       "L 630.528875 403.7 \r\n",
       "L 631.37582 403.7 \r\n",
       "L 632.222765 403.7 \r\n",
       "L 633.06971 403.7 \r\n",
       "L 633.916654 403.7 \r\n",
       "L 634.763599 403.7 \r\n",
       "L 635.610544 403.7 \r\n",
       "L 636.457489 403.7 \r\n",
       "L 637.304434 403.7 \r\n",
       "L 638.151379 403.7 \r\n",
       "L 638.998324 403.7 \r\n",
       "L 639.845269 403.7 \r\n",
       "L 640.692214 403.7 \r\n",
       "L 641.539158 403.7 \r\n",
       "L 642.386103 403.7 \r\n",
       "L 643.233048 403.7 \r\n",
       "L 644.079993 403.7 \r\n",
       "L 644.926938 403.7 \r\n",
       "L 645.773883 403.7 \r\n",
       "L 646.620828 403.7 \r\n",
       "L 647.467773 403.7 \r\n",
       "L 648.314717 403.7 \r\n",
       "L 649.161662 403.7 \r\n",
       "L 650.008607 403.7 \r\n",
       "L 650.855552 403.7 \r\n",
       "L 651.702497 403.7 \r\n",
       "L 652.549442 403.7 \r\n",
       "L 653.396387 403.7 \r\n",
       "L 654.243332 403.7 \r\n",
       "L 655.090276 403.7 \r\n",
       "L 655.937221 403.7 \r\n",
       "L 656.784166 403.7 \r\n",
       "L 657.631111 403.7 \r\n",
       "L 658.478056 403.7 \r\n",
       "L 659.325001 403.7 \r\n",
       "L 660.171946 403.7 \r\n",
       "L 661.018891 403.7 \r\n",
       "L 661.865836 403.7 \r\n",
       "L 662.71278 403.7 \r\n",
       "L 663.559725 403.7 \r\n",
       "L 664.40667 403.7 \r\n",
       "L 665.253615 403.7 \r\n",
       "L 666.10056 403.7 \r\n",
       "L 666.947505 403.7 \r\n",
       "L 667.79445 403.7 \r\n",
       "L 668.641395 403.7 \r\n",
       "L 669.488339 403.7 \r\n",
       "L 670.335284 403.7 \r\n",
       "L 671.182229 403.7 \r\n",
       "L 672.029174 403.7 \r\n",
       "L 672.876119 403.7 \r\n",
       "L 673.723064 403.7 \r\n",
       "L 674.570009 403.7 \r\n",
       "L 675.416954 403.7 \r\n",
       "L 676.263898 403.7 \r\n",
       "L 677.110843 403.7 \r\n",
       "L 677.957788 403.7 \r\n",
       "L 678.804733 403.7 \r\n",
       "L 679.651678 403.7 \r\n",
       "L 680.498623 403.7 \r\n",
       "L 681.345568 403.7 \r\n",
       "L 682.192513 403.7 \r\n",
       "L 683.039457 403.7 \r\n",
       "L 683.886402 403.7 \r\n",
       "L 684.733347 403.7 \r\n",
       "L 685.580292 403.7 \r\n",
       "L 686.427237 403.7 \r\n",
       "L 687.274182 403.7 \r\n",
       "L 688.121127 403.7 \r\n",
       "L 688.968072 403.7 \r\n",
       "L 689.815017 403.7 \r\n",
       "L 690.661961 403.7 \r\n",
       "L 691.508906 403.7 \r\n",
       "L 692.355851 403.7 \r\n",
       "L 693.202796 403.7 \r\n",
       "L 694.049741 403.7 \r\n",
       "L 694.896686 403.7 \r\n",
       "L 695.743631 403.7 \r\n",
       "L 696.590576 403.7 \r\n",
       "L 696.590576 403.622464 \r\n",
       "L 696.590576 403.622464 \r\n",
       "L 695.743631 403.587285 \r\n",
       "L 694.896686 403.524232 \r\n",
       "L 694.049741 403.424719 \r\n",
       "L 693.202796 403.277989 \r\n",
       "L 692.355851 403.072261 \r\n",
       "L 691.508906 402.796513 \r\n",
       "L 690.661961 402.442851 \r\n",
       "L 689.815017 402.009195 \r\n",
       "L 688.968072 401.501782 \r\n",
       "L 688.121127 400.936846 \r\n",
       "L 687.274182 400.340817 \r\n",
       "L 686.427237 399.748553 \r\n",
       "L 685.580292 399.199537 \r\n",
       "L 684.733347 398.7325 \r\n",
       "L 683.886402 398.379408 \r\n",
       "L 683.039457 398.160123 \r\n",
       "L 682.192513 398.078956 \r\n",
       "L 681.345568 398.124 \r\n",
       "L 680.498623 398.269401 \r\n",
       "L 679.651678 398.479958 \r\n",
       "L 678.804733 398.716817 \r\n",
       "L 677.957788 398.942743 \r\n",
       "L 677.110843 399.125681 \r\n",
       "L 676.263898 399.239866 \r\n",
       "L 675.416954 399.264607 \r\n",
       "L 674.570009 399.18157 \r\n",
       "L 673.723064 398.971854 \r\n",
       "L 672.876119 398.61415 \r\n",
       "L 672.029174 398.08482 \r\n",
       "L 671.182229 397.360032 \r\n",
       "L 670.335284 396.419315 \r\n",
       "L 669.488339 395.249375 \r\n",
       "L 668.641395 393.84691 \r\n",
       "L 667.79445 392.219455 \r\n",
       "L 666.947505 390.383961 \r\n",
       "L 666.10056 388.363554 \r\n",
       "L 665.253615 386.183469 \r\n",
       "L 664.40667 383.86737 \r\n",
       "L 663.559725 381.434986 \r\n",
       "L 662.71278 378.901389 \r\n",
       "L 661.865836 376.277498 \r\n",
       "L 661.018891 373.570843 \r\n",
       "L 660.171946 370.785496 \r\n",
       "L 659.325001 367.920493 \r\n",
       "L 658.478056 364.966943 \r\n",
       "L 657.631111 361.905053 \r\n",
       "L 656.784166 358.703103 \r\n",
       "L 655.937221 355.320515 \r\n",
       "L 655.090276 351.716428 \r\n",
       "L 654.243332 347.863539 \r\n",
       "L 653.396387 343.764933 \r\n",
       "L 652.549442 339.46971 \r\n",
       "L 651.702497 335.082342 \r\n",
       "L 650.855552 330.761264 \r\n",
       "L 650.008607 326.704429 \r\n",
       "L 649.161662 323.12298 \r\n",
       "L 648.314717 320.207828 \r\n",
       "L 647.467773 318.096595 \r\n",
       "L 646.620828 316.849126 \r\n",
       "L 645.773883 316.438095 \r\n",
       "L 644.926938 316.75753 \r\n",
       "L 644.079993 317.647376 \r\n",
       "L 643.233048 318.928015 \r\n",
       "L 642.386103 320.436136 \r\n",
       "L 641.539158 322.053352 \r\n",
       "L 640.692214 323.721334 \r\n",
       "L 639.845269 325.441104 \r\n",
       "L 638.998324 327.258327 \r\n",
       "L 638.151379 329.239683 \r\n",
       "L 637.304434 331.446932 \r\n",
       "L 636.457489 333.914939 \r\n",
       "L 635.610544 336.638142 \r\n",
       "L 634.763599 339.567391 \r\n",
       "L 633.916654 342.616684 \r\n",
       "L 633.06971 345.677405 \r\n",
       "L 632.222765 348.636661 \r\n",
       "L 631.37582 351.396028 \r\n",
       "L 630.528875 353.887324 \r\n",
       "L 629.68193 356.082759 \r\n",
       "L 628.834985 357.9978 \r\n",
       "L 627.98804 359.686333 \r\n",
       "L 627.141095 361.229089 \r\n",
       "L 626.294151 362.717527 \r\n",
       "L 625.447206 364.236374 \r\n",
       "L 624.600261 365.848297 \r\n",
       "L 623.753316 367.583754 \r\n",
       "L 622.906371 369.437884 \r\n",
       "L 622.059426 371.374677 \r\n",
       "L 621.212481 373.337059 \r\n",
       "L 620.365536 375.260282 \r\n",
       "L 619.518592 377.085565 \r\n",
       "L 618.671647 378.771173 \r\n",
       "L 617.824702 380.299011 \r\n",
       "L 616.977757 381.675995 \r\n",
       "L 616.130812 382.930537 \r\n",
       "L 615.283867 384.105392 \r\n",
       "L 614.436922 385.248505 \r\n",
       "L 613.589977 386.403649 \r\n",
       "L 612.743033 387.602439 \r\n",
       "L 611.896088 388.85899 \r\n",
       "L 611.049143 390.167967 \r\n",
       "L 610.202198 391.506261 \r\n",
       "L 609.355253 392.837859 \r\n",
       "L 608.508308 394.120936 \r\n",
       "L 607.661363 395.315705 \r\n",
       "L 606.814418 396.391454 \r\n",
       "L 605.967473 397.331333 \r\n",
       "L 605.120529 398.134037 \r\n",
       "L 604.273584 398.81224 \r\n",
       "L 603.426639 399.388421 \r\n",
       "L 602.579694 399.889278 \r\n",
       "L 601.732749 400.340144 \r\n",
       "L 600.885804 400.760646 \r\n",
       "L 600.038859 401.162379 \r\n",
       "L 599.191914 401.548755 \r\n",
       "L 598.34497 401.916646 \r\n",
       "L 597.498025 402.259057 \r\n",
       "L 596.65108 402.568012 \r\n",
       "L 595.804135 402.836937 \r\n",
       "L 594.95719 403.062143 \r\n",
       "L 594.110245 403.243295 \r\n",
       "L 593.2633 403.383046 \r\n",
       "L 592.416355 403.486115 \r\n",
       "L 591.569411 403.558139 \r\n",
       "L 590.722466 403.604544 \r\n",
       "L 589.875521 403.629584 \r\n",
       "L 589.028576 403.635595 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;fill-opacity:0.25;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_8\">\r\n",
       "    <path clip-path=\"url(#p93a3704bc5)\" d=\"M 591.311443 403.643748 \r\n",
       "L 591.311443 403.7 \r\n",
       "L 592.4388 403.7 \r\n",
       "L 593.566156 403.7 \r\n",
       "L 594.693512 403.7 \r\n",
       "L 595.820869 403.7 \r\n",
       "L 596.948225 403.7 \r\n",
       "L 598.075582 403.7 \r\n",
       "L 599.202938 403.7 \r\n",
       "L 600.330295 403.7 \r\n",
       "L 601.457651 403.7 \r\n",
       "L 602.585008 403.7 \r\n",
       "L 603.712364 403.7 \r\n",
       "L 604.839721 403.7 \r\n",
       "L 605.967077 403.7 \r\n",
       "L 607.094434 403.7 \r\n",
       "L 608.22179 403.7 \r\n",
       "L 609.349147 403.7 \r\n",
       "L 610.476503 403.7 \r\n",
       "L 611.60386 403.7 \r\n",
       "L 612.731216 403.7 \r\n",
       "L 613.858572 403.7 \r\n",
       "L 614.985929 403.7 \r\n",
       "L 616.113285 403.7 \r\n",
       "L 617.240642 403.7 \r\n",
       "L 618.367998 403.7 \r\n",
       "L 619.495355 403.7 \r\n",
       "L 620.622711 403.7 \r\n",
       "L 621.750068 403.7 \r\n",
       "L 622.877424 403.7 \r\n",
       "L 624.004781 403.7 \r\n",
       "L 625.132137 403.7 \r\n",
       "L 626.259494 403.7 \r\n",
       "L 627.38685 403.7 \r\n",
       "L 628.514207 403.7 \r\n",
       "L 629.641563 403.7 \r\n",
       "L 630.768919 403.7 \r\n",
       "L 631.896276 403.7 \r\n",
       "L 633.023632 403.7 \r\n",
       "L 634.150989 403.7 \r\n",
       "L 635.278345 403.7 \r\n",
       "L 636.405702 403.7 \r\n",
       "L 637.533058 403.7 \r\n",
       "L 638.660415 403.7 \r\n",
       "L 639.787771 403.7 \r\n",
       "L 640.915128 403.7 \r\n",
       "L 642.042484 403.7 \r\n",
       "L 643.169841 403.7 \r\n",
       "L 644.297197 403.7 \r\n",
       "L 645.424554 403.7 \r\n",
       "L 646.55191 403.7 \r\n",
       "L 647.679266 403.7 \r\n",
       "L 648.806623 403.7 \r\n",
       "L 649.933979 403.7 \r\n",
       "L 651.061336 403.7 \r\n",
       "L 652.188692 403.7 \r\n",
       "L 653.316049 403.7 \r\n",
       "L 654.443405 403.7 \r\n",
       "L 655.570762 403.7 \r\n",
       "L 656.698118 403.7 \r\n",
       "L 657.825475 403.7 \r\n",
       "L 658.952831 403.7 \r\n",
       "L 660.080188 403.7 \r\n",
       "L 661.207544 403.7 \r\n",
       "L 662.334901 403.7 \r\n",
       "L 663.462257 403.7 \r\n",
       "L 664.589613 403.7 \r\n",
       "L 665.71697 403.7 \r\n",
       "L 666.844326 403.7 \r\n",
       "L 667.971683 403.7 \r\n",
       "L 669.099039 403.7 \r\n",
       "L 670.226396 403.7 \r\n",
       "L 671.353752 403.7 \r\n",
       "L 672.481109 403.7 \r\n",
       "L 673.608465 403.7 \r\n",
       "L 674.735822 403.7 \r\n",
       "L 675.863178 403.7 \r\n",
       "L 676.990535 403.7 \r\n",
       "L 678.117891 403.7 \r\n",
       "L 679.245248 403.7 \r\n",
       "L 680.372604 403.7 \r\n",
       "L 681.499961 403.7 \r\n",
       "L 682.627317 403.7 \r\n",
       "L 683.754673 403.7 \r\n",
       "L 684.88203 403.7 \r\n",
       "L 686.009386 403.7 \r\n",
       "L 687.136743 403.7 \r\n",
       "L 688.264099 403.7 \r\n",
       "L 689.391456 403.7 \r\n",
       "L 690.518812 403.7 \r\n",
       "L 691.646169 403.7 \r\n",
       "L 692.773525 403.7 \r\n",
       "L 693.900882 403.7 \r\n",
       "L 695.028238 403.7 \r\n",
       "L 696.155595 403.7 \r\n",
       "L 697.282951 403.7 \r\n",
       "L 698.410308 403.7 \r\n",
       "L 699.537664 403.7 \r\n",
       "L 700.66502 403.7 \r\n",
       "L 701.792377 403.7 \r\n",
       "L 702.919733 403.7 \r\n",
       "L 704.04709 403.7 \r\n",
       "L 705.174446 403.7 \r\n",
       "L 706.301803 403.7 \r\n",
       "L 707.429159 403.7 \r\n",
       "L 708.556516 403.7 \r\n",
       "L 709.683872 403.7 \r\n",
       "L 710.811229 403.7 \r\n",
       "L 711.938585 403.7 \r\n",
       "L 713.065942 403.7 \r\n",
       "L 714.193298 403.7 \r\n",
       "L 715.320655 403.7 \r\n",
       "L 716.448011 403.7 \r\n",
       "L 717.575367 403.7 \r\n",
       "L 718.702724 403.7 \r\n",
       "L 719.83008 403.7 \r\n",
       "L 720.957437 403.7 \r\n",
       "L 722.084793 403.7 \r\n",
       "L 723.21215 403.7 \r\n",
       "L 724.339506 403.7 \r\n",
       "L 725.466863 403.7 \r\n",
       "L 726.594219 403.7 \r\n",
       "L 727.721576 403.7 \r\n",
       "L 728.848932 403.7 \r\n",
       "L 729.976289 403.7 \r\n",
       "L 731.103645 403.7 \r\n",
       "L 732.231002 403.7 \r\n",
       "L 733.358358 403.7 \r\n",
       "L 734.485714 403.7 \r\n",
       "L 734.485714 403.643379 \r\n",
       "L 734.485714 403.643379 \r\n",
       "L 733.358358 403.634257 \r\n",
       "L 732.231002 403.61561 \r\n",
       "L 731.103645 403.586 \r\n",
       "L 729.976289 403.543357 \r\n",
       "L 728.848932 403.485042 \r\n",
       "L 727.721576 403.407949 \r\n",
       "L 726.594219 403.308649 \r\n",
       "L 725.466863 403.183573 \r\n",
       "L 724.339506 403.029232 \r\n",
       "L 723.21215 402.842461 \r\n",
       "L 722.084793 402.620663 \r\n",
       "L 720.957437 402.362025 \r\n",
       "L 719.83008 402.065683 \r\n",
       "L 718.702724 401.7318 \r\n",
       "L 717.575367 401.361539 \r\n",
       "L 716.448011 400.956918 \r\n",
       "L 715.320655 400.520561 \r\n",
       "L 714.193298 400.055348 \r\n",
       "L 713.065942 399.564008 \r\n",
       "L 711.938585 399.048706 \r\n",
       "L 710.811229 398.510639 \r\n",
       "L 709.683872 397.949719 \r\n",
       "L 708.556516 397.364336 \r\n",
       "L 707.429159 396.751253 \r\n",
       "L 706.301803 396.105605 \r\n",
       "L 705.174446 395.421021 \r\n",
       "L 704.04709 394.689842 \r\n",
       "L 702.919733 393.903437 \r\n",
       "L 701.792377 393.052588 \r\n",
       "L 700.66502 392.127968 \r\n",
       "L 699.537664 391.120679 \r\n",
       "L 698.410308 390.022855 \r\n",
       "L 697.282951 388.828303 \r\n",
       "L 696.155595 387.533121 \r\n",
       "L 695.028238 386.136244 \r\n",
       "L 693.900882 384.639817 \r\n",
       "L 692.773525 383.049305 \r\n",
       "L 691.646169 381.373268 \r\n",
       "L 690.518812 379.622747 \r\n",
       "L 689.391456 377.810278 \r\n",
       "L 688.264099 375.948614 \r\n",
       "L 687.136743 374.049296 \r\n",
       "L 686.009386 372.121297 \r\n",
       "L 684.88203 370.169971 \r\n",
       "L 683.754673 368.196543 \r\n",
       "L 682.627317 366.19834 \r\n",
       "L 681.499961 364.169832 \r\n",
       "L 680.372604 362.10446 \r\n",
       "L 679.245248 359.997061 \r\n",
       "L 678.117891 357.846587 \r\n",
       "L 676.990535 355.658692 \r\n",
       "L 675.863178 353.447764 \r\n",
       "L 674.735822 351.237977 \r\n",
       "L 673.608465 349.063088 \r\n",
       "L 672.481109 346.964848 \r\n",
       "L 671.353752 344.990137 \r\n",
       "L 670.226396 343.187137 \r\n",
       "L 669.099039 341.601032 \r\n",
       "L 667.971683 340.269845 \r\n",
       "L 666.844326 339.221025 \r\n",
       "L 665.71697 338.469311 \r\n",
       "L 664.589613 338.016229 \r\n",
       "L 663.462257 337.851307 \r\n",
       "L 662.334901 337.954858 \r\n",
       "L 661.207544 338.301903 \r\n",
       "L 660.080188 338.866659 \r\n",
       "L 658.952831 339.626878 \r\n",
       "L 657.825475 340.567411 \r\n",
       "L 656.698118 341.682427 \r\n",
       "L 655.570762 342.975968 \r\n",
       "L 654.443405 344.460771 \r\n",
       "L 653.316049 346.155516 \r\n",
       "L 652.188692 348.080921 \r\n",
       "L 651.061336 350.255237 \r\n",
       "L 649.933979 352.689784 \r\n",
       "L 648.806623 355.385125 \r\n",
       "L 647.679266 358.328397 \r\n",
       "L 646.55191 361.492113 \r\n",
       "L 645.424554 364.834582 \r\n",
       "L 644.297197 368.301843 \r\n",
       "L 643.169841 371.830861 \r\n",
       "L 642.042484 375.353563 \r\n",
       "L 640.915128 378.801252 \r\n",
       "L 639.787771 382.108898 \r\n",
       "L 638.660415 385.218897 \r\n",
       "L 637.533058 388.083955 \r\n",
       "L 636.405702 390.668935 \r\n",
       "L 635.278345 392.951602 \r\n",
       "L 634.150989 394.922358 \r\n",
       "L 633.023632 396.583151 \r\n",
       "L 631.896276 397.945799 \r\n",
       "L 630.768919 399.029992 \r\n",
       "L 629.641563 399.861215 \r\n",
       "L 628.514207 400.468789 \r\n",
       "L 627.38685 400.884156 \r\n",
       "L 626.259494 401.139472 \r\n",
       "L 625.132137 401.266514 \r\n",
       "L 624.004781 401.295843 \r\n",
       "L 622.877424 401.256174 \r\n",
       "L 621.750068 401.173863 \r\n",
       "L 620.622711 401.072478 \r\n",
       "L 619.495355 400.972398 \r\n",
       "L 618.367998 400.890467 \r\n",
       "L 617.240642 400.839701 \r\n",
       "L 616.113285 400.829122 \r\n",
       "L 614.985929 400.863729 \r\n",
       "L 613.858572 400.944665 \r\n",
       "L 612.731216 401.069591 \r\n",
       "L 611.60386 401.233245 \r\n",
       "L 610.476503 401.428155 \r\n",
       "L 609.349147 401.645449 \r\n",
       "L 608.22179 401.87568 \r\n",
       "L 607.094434 402.109599 \r\n",
       "L 605.967077 402.338806 \r\n",
       "L 604.839721 402.556242 \r\n",
       "L 603.712364 402.756485 \r\n",
       "L 602.585008 402.935858 \r\n",
       "L 601.457651 403.092373 \r\n",
       "L 600.330295 403.225534 \r\n",
       "L 599.202938 403.336055 \r\n",
       "L 598.075582 403.425536 \r\n",
       "L 596.948225 403.496123 \r\n",
       "L 595.820869 403.550198 \r\n",
       "L 594.693512 403.590113 \r\n",
       "L 593.566156 403.617972 \r\n",
       "L 592.4388 403.635463 \r\n",
       "L 591.311443 403.643748 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;fill-opacity:0.25;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_119\">\r\n",
       "    <path clip-path=\"url(#p93a3704bc5)\" d=\"M 589.028576 403.635595 \r\n",
       "L 591.569411 403.558139 \r\n",
       "L 594.110245 403.243295 \r\n",
       "L 595.804135 402.836937 \r\n",
       "L 598.34497 401.916646 \r\n",
       "L 601.732749 400.340144 \r\n",
       "L 603.426639 399.388421 \r\n",
       "L 605.120529 398.134037 \r\n",
       "L 606.814418 396.391454 \r\n",
       "L 608.508308 394.120936 \r\n",
       "L 614.436922 385.248505 \r\n",
       "L 616.977757 381.675995 \r\n",
       "L 618.671647 378.771173 \r\n",
       "L 620.365536 375.260282 \r\n",
       "L 624.600261 365.848297 \r\n",
       "L 627.141095 361.229089 \r\n",
       "L 628.834985 357.9978 \r\n",
       "L 629.68193 356.082759 \r\n",
       "L 631.37582 351.396028 \r\n",
       "L 633.06971 345.677405 \r\n",
       "L 635.610544 336.638142 \r\n",
       "L 637.304434 331.446932 \r\n",
       "L 638.998324 327.258327 \r\n",
       "L 641.539158 322.053352 \r\n",
       "L 643.233048 318.928015 \r\n",
       "L 644.079993 317.647376 \r\n",
       "L 644.926938 316.75753 \r\n",
       "L 645.773883 316.438095 \r\n",
       "L 646.620828 316.849126 \r\n",
       "L 647.467773 318.096595 \r\n",
       "L 648.314717 320.207828 \r\n",
       "L 649.161662 323.12298 \r\n",
       "L 650.855552 330.761264 \r\n",
       "L 654.243332 347.863539 \r\n",
       "L 655.937221 355.320515 \r\n",
       "L 657.631111 361.905053 \r\n",
       "L 660.171946 370.785496 \r\n",
       "L 662.71278 378.901389 \r\n",
       "L 665.253615 386.183469 \r\n",
       "L 666.947505 390.383961 \r\n",
       "L 668.641395 393.84691 \r\n",
       "L 669.488339 395.249375 \r\n",
       "L 670.335284 396.419315 \r\n",
       "L 671.182229 397.360032 \r\n",
       "L 672.029174 398.08482 \r\n",
       "L 672.876119 398.61415 \r\n",
       "L 673.723064 398.971854 \r\n",
       "L 674.570009 399.18157 \r\n",
       "L 676.263898 399.239866 \r\n",
       "L 677.957788 398.942743 \r\n",
       "L 681.345568 398.124 \r\n",
       "L 682.192513 398.078956 \r\n",
       "L 683.039457 398.160123 \r\n",
       "L 683.886402 398.379408 \r\n",
       "L 685.580292 399.199537 \r\n",
       "L 690.661961 402.442851 \r\n",
       "L 692.355851 403.072261 \r\n",
       "L 694.049741 403.424719 \r\n",
       "L 696.590576 403.622464 \r\n",
       "L 696.590576 403.622464 \r\n",
       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_120\">\r\n",
       "    <path clip-path=\"url(#p93a3704bc5)\" d=\"M 591.311443 403.643748 \r\n",
       "L 596.948225 403.496123 \r\n",
       "L 600.330295 403.225534 \r\n",
       "L 603.712364 402.756485 \r\n",
       "L 609.349147 401.645449 \r\n",
       "L 612.731216 401.069591 \r\n",
       "L 614.985929 400.863729 \r\n",
       "L 617.240642 400.839701 \r\n",
       "L 620.622711 401.072478 \r\n",
       "L 624.004781 401.295843 \r\n",
       "L 626.259494 401.139472 \r\n",
       "L 627.38685 400.884156 \r\n",
       "L 628.514207 400.468789 \r\n",
       "L 629.641563 399.861215 \r\n",
       "L 630.768919 399.029992 \r\n",
       "L 631.896276 397.945799 \r\n",
       "L 633.023632 396.583151 \r\n",
       "L 634.150989 394.922358 \r\n",
       "L 635.278345 392.951602 \r\n",
       "L 636.405702 390.668935 \r\n",
       "L 637.533058 388.083955 \r\n",
       "L 639.787771 382.108898 \r\n",
       "L 642.042484 375.353563 \r\n",
       "L 646.55191 361.492113 \r\n",
       "L 648.806623 355.385125 \r\n",
       "L 651.061336 350.255237 \r\n",
       "L 652.188692 348.080921 \r\n",
       "L 653.316049 346.155516 \r\n",
       "L 654.443405 344.460771 \r\n",
       "L 655.570762 342.975968 \r\n",
       "L 656.698118 341.682427 \r\n",
       "L 657.825475 340.567411 \r\n",
       "L 658.952831 339.626878 \r\n",
       "L 660.080188 338.866659 \r\n",
       "L 661.207544 338.301903 \r\n",
       "L 662.334901 337.954858 \r\n",
       "L 663.462257 337.851307 \r\n",
       "L 664.589613 338.016229 \r\n",
       "L 665.71697 338.469311 \r\n",
       "L 666.844326 339.221025 \r\n",
       "L 667.971683 340.269845 \r\n",
       "L 669.099039 341.601032 \r\n",
       "L 670.226396 343.187137 \r\n",
       "L 672.481109 346.964848 \r\n",
       "L 675.863178 353.447764 \r\n",
       "L 680.372604 362.10446 \r\n",
       "L 684.88203 370.169971 \r\n",
       "L 689.391456 377.810278 \r\n",
       "L 692.773525 383.049305 \r\n",
       "L 695.028238 386.136244 \r\n",
       "L 697.282951 388.828303 \r\n",
       "L 699.537664 391.120679 \r\n",
       "L 701.792377 393.052588 \r\n",
       "L 704.04709 394.689842 \r\n",
       "L 707.429159 396.751253 \r\n",
       "L 710.811229 398.510639 \r\n",
       "L 714.193298 400.055348 \r\n",
       "L 717.575367 401.361539 \r\n",
       "L 720.957437 402.362025 \r\n",
       "L 724.339506 403.029232 \r\n",
       "L 727.721576 403.407949 \r\n",
       "L 732.231002 403.61561 \r\n",
       "L 734.485714 403.643379 \r\n",
       "L 734.485714 403.643379 \r\n",
       "\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"legend_1\">\r\n",
       "   <g id=\"text_37\">\r\n",
       "    <!-- Iris setosa? -->\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 9.8125 72.90625 \r\n",
       "L 19.671875 72.90625 \r\n",
       "L 19.671875 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-73\"/>\r\n",
       "     <path d=\"M 9.421875 54.6875 \r\n",
       "L 18.40625 54.6875 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 64.59375 \r\n",
       "L 9.421875 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-105\"/>\r\n",
       "     <path d=\"M 30.609375 48.390625 \r\n",
       "Q 23.390625 48.390625 19.1875 42.75 \r\n",
       "Q 14.984375 37.109375 14.984375 27.296875 \r\n",
       "Q 14.984375 17.484375 19.15625 11.84375 \r\n",
       "Q 23.34375 6.203125 30.609375 6.203125 \r\n",
       "Q 37.796875 6.203125 41.984375 11.859375 \r\n",
       "Q 46.1875 17.53125 46.1875 27.296875 \r\n",
       "Q 46.1875 37.015625 41.984375 42.703125 \r\n",
       "Q 37.796875 48.390625 30.609375 48.390625 \r\n",
       "z\r\n",
       "M 30.609375 56 \r\n",
       "Q 42.328125 56 49.015625 48.375 \r\n",
       "Q 55.71875 40.765625 55.71875 27.296875 \r\n",
       "Q 55.71875 13.875 49.015625 6.21875 \r\n",
       "Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
       "Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
       "Q 5.515625 13.875 5.515625 27.296875 \r\n",
       "Q 5.515625 40.765625 12.171875 48.375 \r\n",
       "Q 18.84375 56 30.609375 56 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-111\"/>\r\n",
       "     <path d=\"M 19.09375 12.40625 \r\n",
       "L 29 12.40625 \r\n",
       "L 29 0 \r\n",
       "L 19.09375 0 \r\n",
       "z\r\n",
       "M 28.71875 19.578125 \r\n",
       "L 19.390625 19.578125 \r\n",
       "L 19.390625 27.09375 \r\n",
       "Q 19.390625 32.03125 20.75 35.203125 \r\n",
       "Q 22.125 38.375 26.515625 42.578125 \r\n",
       "L 30.90625 46.921875 \r\n",
       "Q 33.6875 49.515625 34.9375 51.8125 \r\n",
       "Q 36.1875 54.109375 36.1875 56.5 \r\n",
       "Q 36.1875 60.84375 32.984375 63.53125 \r\n",
       "Q 29.78125 66.21875 24.515625 66.21875 \r\n",
       "Q 20.65625 66.21875 16.28125 64.5 \r\n",
       "Q 11.921875 62.796875 7.171875 59.515625 \r\n",
       "L 7.171875 68.703125 \r\n",
       "Q 11.765625 71.484375 16.46875 72.84375 \r\n",
       "Q 21.1875 74.21875 26.21875 74.21875 \r\n",
       "Q 35.203125 74.21875 40.640625 69.484375 \r\n",
       "Q 46.09375 64.75 46.09375 56.984375 \r\n",
       "Q 46.09375 53.265625 44.328125 49.921875 \r\n",
       "Q 42.578125 46.578125 38.1875 42.390625 \r\n",
       "L 33.890625 38.1875 \r\n",
       "Q 31.59375 35.890625 30.640625 34.59375 \r\n",
       "Q 29.6875 33.296875 29.296875 32.078125 \r\n",
       "Q 29 31.0625 28.859375 29.59375 \r\n",
       "Q 28.71875 28.125 28.71875 25.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-63\"/>\r\n",
       "    </defs>\r\n",
       "    <g transform=\"translate(751.011384 208.909375)scale(0.1 -0.1)\">\r\n",
       "     <use xlink:href=\"#DejaVuSans-73\"/>\r\n",
       "     <use x=\"29.492188\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "     <use x=\"70.605469\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "     <use x=\"98.388672\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "     <use x=\"150.488281\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "     <use x=\"182.275391\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "     <use x=\"234.375\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "     <use x=\"295.898438\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "     <use x=\"335.107422\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "     <use x=\"396.289062\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "     <use x=\"448.388672\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "     <use x=\"509.667969\" xlink:href=\"#DejaVuSans-63\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_25\">\r\n",
       "    <g>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"771.966853\" xlink:href=\"#mbabad1bf00\" y=\"220.9625\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"text_38\">\r\n",
       "    <!-- 0 -->\r\n",
       "    <g transform=\"translate(789.966853 223.5875)scale(0.1 -0.1)\">\r\n",
       "     <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_26\">\r\n",
       "    <g>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"771.966853\" xlink:href=\"#m16407aa307\" y=\"235.640625\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"text_39\">\r\n",
       "    <!-- 1 -->\r\n",
       "    <g transform=\"translate(789.966853 238.265625)scale(0.1 -0.1)\">\r\n",
       "     <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"p36f144c0af\">\r\n",
       "   <rect height=\"91.625\" width=\"160.002852\" x=\"217.012323\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p63bd49c317\">\r\n",
       "   <rect height=\"91.625\" width=\"160.002852\" x=\"399.384021\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p7ff0c40f89\">\r\n",
       "   <rect height=\"91.625\" width=\"160.002852\" x=\"581.755719\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"pbce45fc7b3\">\r\n",
       "   <rect height=\"91.625\" width=\"160.002852\" x=\"34.640625\" y=\"108.825\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p079edf311f\">\r\n",
       "   <rect height=\"91.625\" width=\"160.002852\" x=\"399.384021\" y=\"108.825\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p4e68d863ed\">\r\n",
       "   <rect height=\"91.625\" width=\"160.002852\" x=\"581.755719\" y=\"108.825\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"pf8bdfb280a\">\r\n",
       "   <rect height=\"91.625\" width=\"160.002852\" x=\"34.640625\" y=\"210.45\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p9d0ba36a3c\">\r\n",
       "   <rect height=\"91.625\" width=\"160.002852\" x=\"217.012323\" y=\"210.45\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p164e2c24b3\">\r\n",
       "   <rect height=\"91.625\" width=\"160.002852\" x=\"581.755719\" y=\"210.45\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p6e4a9e0919\">\r\n",
       "   <rect height=\"91.625\" width=\"160.002852\" x=\"34.640625\" y=\"312.075\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"pb8d6610e1d\">\r\n",
       "   <rect height=\"91.625\" width=\"160.002852\" x=\"217.012323\" y=\"312.075\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p6c3430f740\">\r\n",
       "   <rect height=\"91.625\" width=\"160.002852\" x=\"399.384021\" y=\"312.075\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p3c6cf8afc1\">\r\n",
       "   <rect height=\"91.625\" width=\"160.002852\" x=\"34.640625\" y=\"7.2\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p606bbc8991\">\r\n",
       "   <rect height=\"91.625\" width=\"160.002852\" x=\"217.012323\" y=\"108.825\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"pef09a171bc\">\r\n",
       "   <rect height=\"91.625\" width=\"160.002852\" x=\"399.384021\" y=\"210.45\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p93a3704bc5\">\r\n",
       "   <rect height=\"91.625\" width=\"160.002852\" x=\"581.755719\" y=\"312.075\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 820.125x432 with 20 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Poniższy wykres przedstawia zależności między wszystkimi cechami\n",
    "\n",
    "seaborn.pairplot(\n",
    "    data_iris_setosa_multi,\n",
    "    vars=[c for c in data_iris_setosa_multi.columns if c != 'Iris setosa?'], \n",
    "    hue='Iris setosa?', height=1.5, aspect=1.75)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[1.  1.4 0.2 5.2 3.4]\n",
      " [1.  1.5 0.4 5.1 3.7]\n",
      " [1.  5.6 2.4 6.7 3.1]\n",
      " [1.  5.1 2.  6.5 3.2]\n",
      " [1.  4.5 1.7 4.9 2.5]\n",
      " [1.  5.1 1.6 6.  2.7]]\n",
      "[[1.]\n",
      " [1.]\n",
      " [0.]\n",
      " [0.]\n",
      " [0.]\n",
      " [0.]]\n"
     ]
    }
   ],
   "source": [
    "# Przygotowanie danych\n",
    "m, n_plus_1 = data_iris_setosa_multi.values.shape\n",
    "n = n_plus_1 - 1\n",
    "Xn = data_iris_setosa_multi.values[:, 0:n].reshape(m, n)\n",
    "\n",
    "XMx4 = np.matrix(np.concatenate((np.ones((m, 1)), Xn), axis=1)).reshape(m, n_plus_1)\n",
    "yMx4 = np.matrix(data_iris_setosa_multi.values[:, n]).reshape(m, 1)\n",
    "\n",
    "print(XMx4[:6])\n",
    "print(yMx4[:6])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [],
   "source": [
    "# Podział danych na zbiór trenujący i testowy\n",
    "XTrain, XTest = XMx4[:100], XMx4[100:]\n",
    "yTrain, yTest = yMx4[:100], yMx4[100:]\n",
    "\n",
    "# Macierz parametrów początkowych\n",
    "thetaTemp = np.ones(5).reshape(5,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "error = [[0.006797]]\n",
      "theta = [[ 1.11414027]\n",
      " [-2.89324615]\n",
      " [-0.66543637]\n",
      " [ 0.14887292]\n",
      " [ 2.13284493]]\n"
     ]
    }
   ],
   "source": [
    "thetaBest, errors = GD(h, J, dJ, thetaTemp, XTrain, yTrain, \n",
    "                       alpha=0.1, eps=10**-7, maxSteps=1000)\n",
    "print(\"error =\", errors[-1][0])\n",
    "print(\"theta =\", thetaBest)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "### Funkcja decyzyjna regresji logistycznej\n",
    "\n",
    "Funkcja decyzyjna mówi o tym, kiedy nasz algorytm będzie przewidywał $y = 1$, a kiedy $y = 0$\n",
    "\n",
    "$$ c = \\left\\{ \n",
    "\\begin{array}{ll}\n",
    "1, & \\mbox{gdy } P(y=1 \\, | \\, x; \\theta) > 0.5 \\\\\n",
    "0 & \\mbox{w przeciwnym przypadku}\n",
    "\\end{array}\\right.\n",
    "$$\n",
    "\n",
    "$$ P(y=1 \\,| \\, x; \\theta) = h_\\theta(x) $$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "theta = [[ 1.11414027]\n",
      " [-2.89324615]\n",
      " [-0.66543637]\n",
      " [ 0.14887292]\n",
      " [ 2.13284493]]\n",
      "x0 = [[1.  6.3 1.8 7.3 2.9]]\n",
      "h(x0) = 1.6061436959824898e-05\n",
      "c(x0) = (0, 1.6061436959824898e-05) \n",
      "\n"
     ]
    }
   ],
   "source": [
    "def classifyBi(theta, X):\n",
    "    prob = h(theta, X).item()\n",
    "    return (1, prob) if prob > 0.5 else (0, prob)\n",
    "\n",
    "print(\"theta =\", thetaBest)\n",
    "print(\"x0 =\", XTest[0])\n",
    "print(\"h(x0) =\", h(thetaBest, XTest[0]).item())\n",
    "print(\"c(x0) =\", classifyBi(thetaBest, XTest[0]), \"\\n\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "### Skuteczność"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "slideshow": {
     "slide_type": "fragment"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0 <=> 0 -- prob: 0.0\n",
      "1 <=> 1 -- prob: 0.9816\n",
      "0 <=> 0 -- prob: 0.0001\n",
      "0 <=> 0 -- prob: 0.0005\n",
      "0 <=> 0 -- prob: 0.0001\n",
      "1 <=> 1 -- prob: 0.9936\n",
      "0 <=> 0 -- prob: 0.0059\n",
      "0 <=> 0 -- prob: 0.0992\n",
      "0 <=> 0 -- prob: 0.0001\n",
      "0 <=> 0 -- prob: 0.0001\n",
      "\n",
      "Accuracy: 1.0\n"
     ]
    }
   ],
   "source": [
    "acc = 0.0\n",
    "for i, rest in enumerate(yTest):\n",
    "    cls, prob = classifyBi(thetaBest, XTest[i])\n",
    "    if i < 10:\n",
    "        print(int(yTest[i].item()), \"<=>\", cls, \"-- prob:\", round(prob, 4))\n",
    "    acc += cls == yTest[i].item()\n",
    "\n",
    "print(\"\\nAccuracy:\", acc / len(XTest))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## 2a.2. Wieloklasowa regresja logistyczna"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "source": [
    "### Przykład: gatunki irysów (kosaćców)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "source": [
    "<img style=\"float: right;\" src=\"https://upload.wikimedia.org/wikipedia/commons/thumb/5/56/Kosaciec_szczecinkowaty_Iris_setosa.jpg/450px-Kosaciec_szczecinkowaty_Iris_setosa.jpg\">\n",
    "\n",
    "Kosaciec szczecinkowy (*Iris setosa*)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "source": [
    "<img style=\"float: right;\" src=\"https://upload.wikimedia.org/wikipedia/commons/thumb/9/9f/Iris_virginica.jpg/736px-Iris_virginica.jpg\">\n",
    "\n",
    "Kosaciec amerykański (*Iris virginica*)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "source": [
    "<img style=\"float: right;\" src=\"https://upload.wikimedia.org/wikipedia/commons/thumb/2/27/Blue_Flag%2C_Ottawa.jpg/600px-Blue_Flag%2C_Ottawa.jpg\">\n",
    "\n",
    "Kosaciec różnobarwny (*Iris versicolor*)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "source": [
    "Cechy:\n",
    " * długość działek kielicha\n",
    " * szerokość działek kielicha\n",
    " * długość płatka\n",
    " * szerokość płatka"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "source": [
    "Wczytanie danych"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "slideshow": {
     "slide_type": "fragment"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>sl</th>\n",
       "      <th>sw</th>\n",
       "      <th>pl</th>\n",
       "      <th>pw</th>\n",
       "      <th>Gatunek</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>5.2</td>\n",
       "      <td>3.4</td>\n",
       "      <td>1.4</td>\n",
       "      <td>0.2</td>\n",
       "      <td>Iris-setosa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>5.1</td>\n",
       "      <td>3.7</td>\n",
       "      <td>1.5</td>\n",
       "      <td>0.4</td>\n",
       "      <td>Iris-setosa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>6.7</td>\n",
       "      <td>3.1</td>\n",
       "      <td>5.6</td>\n",
       "      <td>2.4</td>\n",
       "      <td>Iris-virginica</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>6.5</td>\n",
       "      <td>3.2</td>\n",
       "      <td>5.1</td>\n",
       "      <td>2.0</td>\n",
       "      <td>Iris-virginica</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4.9</td>\n",
       "      <td>2.5</td>\n",
       "      <td>4.5</td>\n",
       "      <td>1.7</td>\n",
       "      <td>Iris-virginica</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>6.0</td>\n",
       "      <td>2.7</td>\n",
       "      <td>5.1</td>\n",
       "      <td>1.6</td>\n",
       "      <td>Iris-versicolor</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    sl   sw   pl   pw          Gatunek\n",
       "0  5.2  3.4  1.4  0.2      Iris-setosa\n",
       "1  5.1  3.7  1.5  0.4      Iris-setosa\n",
       "2  6.7  3.1  5.6  2.4   Iris-virginica\n",
       "3  6.5  3.2  5.1  2.0   Iris-virginica\n",
       "4  4.9  2.5  4.5  1.7   Iris-virginica\n",
       "5  6.0  2.7  5.1  1.6  Iris-versicolor"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas\n",
    "data_iris = pandas.read_csv('iris.csv')\n",
    "data_iris[:6]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "source": [
    "Przygotowanie danych"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {
    "slideshow": {
     "slide_type": "fragment"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "X =  [[1.  5.2 3.4 1.4 0.2]\n",
      " [1.  5.1 3.7 1.5 0.4]\n",
      " [1.  6.7 3.1 5.6 2.4]\n",
      " [1.  6.5 3.2 5.1 2. ]]\n",
      "y =  [['Iris-setosa']\n",
      " ['Iris-setosa']\n",
      " ['Iris-virginica']\n",
      " ['Iris-virginica']]\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "\n",
    "features = ['sl', 'sw', 'pl', 'pw']\n",
    "m = len(data_iris)\n",
    "X = np.matrix(data_iris[features])\n",
    "X0 = np.ones(m).reshape(m, 1)\n",
    "X = np.hstack((X0, X))\n",
    "y = np.matrix(data_iris[[\"Gatunek\"]]).reshape(m, 1)\n",
    "\n",
    "print(\"X = \", X[:4])\n",
    "print(\"y = \", y[:4])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "source": [
    "Zamieńmy etykiety tekstowe w tablicy $y$ na wektory jednostkowe (*one-hot vectors*):\n",
    "\n",
    "$$\n",
    "\\begin{array}{ccc}\n",
    "\\mbox{\"Iris-setosa\"}     & \\mapsto & \\left[ \\begin{array}{ccc} 1 & 0 & 0 \\\\ \\end{array} \\right] \\\\\n",
    "\\mbox{\"Iris-virginica\"}  & \\mapsto & \\left[ \\begin{array}{ccc} 0 & 1 & 0 \\\\ \\end{array} \\right] \\\\\n",
    "\\mbox{\"Iris-versicolor\"} & \\mapsto & \\left[ \\begin{array}{ccc} 0 & 0 & 1 \\\\ \\end{array} \\right] \\\\\n",
    "\\end{array}\n",
    "$$"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "source": [
    "Wówczas zamiast wektora $y$ otrzymamy macierz $Y$:\n",
    "\n",
    "$$\n",
    "y \\; = \\;\n",
    "\\left[\n",
    "\\begin{array}{c}\n",
    "y^{(1)}     \\\\\n",
    "y^{(2)}     \\\\\n",
    "y^{(3)}     \\\\\n",
    "y^{(4)}     \\\\\n",
    "y^{(5)}     \\\\\n",
    "\\vdots      \\\\\n",
    "\\end{array}\n",
    "\\right]\n",
    "\\; = \\;\n",
    "\\left[\n",
    "\\begin{array}{c}\n",
    "\\mbox{\"Iris-setosa\"}     \\\\\n",
    "\\mbox{\"Iris-setosa\"}     \\\\\n",
    "\\mbox{\"Iris-virginica\"}  \\\\\n",
    "\\mbox{\"Iris-versicolor\"} \\\\\n",
    "\\mbox{\"Iris-virginica\"}  \\\\\n",
    "\\vdots                   \\\\\n",
    "\\end{array}\n",
    "\\right]\n",
    "\\quad \\mapsto \\quad\n",
    "Y \\; = \\;\n",
    "\\left[\n",
    "\\begin{array}{ccc}\n",
    "1 & 0 & 0 \\\\\n",
    "1 & 0 & 0 \\\\\n",
    "0 & 1 & 0 \\\\\n",
    "0 & 0 & 1 \\\\\n",
    "0 & 1 & 0 \\\\\n",
    "\\vdots & \\vdots & \\vdots \\\\\n",
    "\\end{array}\n",
    "\\right]\n",
    "$$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {
    "slideshow": {
     "slide_type": "notes"
    }
   },
   "outputs": [],
   "source": [
    "def mapY(y, cls):\n",
    "    m = len(y)\n",
    "    yBi = np.matrix(np.zeros(m)).reshape(m, 1)\n",
    "    yBi[y == cls] = 1.\n",
    "    return yBi\n",
    "\n",
    "def indicatorMatrix(y):\n",
    "    classes = np.unique(y.tolist())\n",
    "    m = len(y)\n",
    "    k = len(classes)\n",
    "    Y = np.matrix(np.zeros((m, k)))\n",
    "    for i, cls in enumerate(classes):\n",
    "        Y[:, i] = mapY(y, cls)\n",
    "    return Y\n",
    "\n",
    "# one-hot matrix\n",
    "Y = indicatorMatrix(y)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {
    "slideshow": {
     "slide_type": "notes"
    }
   },
   "outputs": [],
   "source": [
    "# Podział danych na zbiór trenujący i testowy\n",
    "XTrain, XTest = X[:100], X[100:]\n",
    "YTrain, YTest = Y[:100], Y[100:]\n",
    "\n",
    "# Macierz parametrów początkowych\n",
    "thetaTemp = np.ones(5).reshape(5,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\pawel\\anaconda3\\lib\\site-packages\\seaborn\\axisgrid.py:2071: UserWarning: The `size` parameter has been renamed to `height`; please update your code.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "data": {
      "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=\"515.338297pt\" version=\"1.1\" viewBox=\"0 0 846.391725 515.338297\" width=\"846.391725pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">\r\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
       "  </style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 515.338297 \r\n",
       "L 846.391725 515.338297 \r\n",
       "L 846.391725 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 34.240625 118.532047 \r\n",
       "L 192.066166 118.532047 \r\n",
       "L 192.066166 8.782047 \r\n",
       "L 34.240625 8.782047 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_1\">\r\n",
       "    <g id=\"xtick_1\">\r\n",
       "     <g id=\"line2d_1\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L 0 3.5 \r\n",
       "\" id=\"ma0b16e4989\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"45.358858\" xlink:href=\"#ma0b16e4989\" y=\"118.532047\"/>\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=\"105.671976\" xlink:href=\"#ma0b16e4989\" y=\"118.532047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_3\">\r\n",
       "     <g id=\"line2d_3\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"165.985093\" xlink:href=\"#ma0b16e4989\" y=\"118.532047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_2\">\r\n",
       "    <g id=\"ytick_1\">\r\n",
       "     <g id=\"line2d_4\">\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 0 0 \r\n",
       "L -3.5 0 \r\n",
       "\" id=\"m061f5c6d0a\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
       "      </defs>\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.240625\" xlink:href=\"#m061f5c6d0a\" y=\"94.143158\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_1\">\r\n",
       "      <!-- 5 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 10.796875 72.90625 \r\n",
       "L 49.515625 72.90625 \r\n",
       "L 49.515625 64.59375 \r\n",
       "L 19.828125 64.59375 \r\n",
       "L 19.828125 46.734375 \r\n",
       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
       "Q 40.625 48.1875 47.75 41.5 \r\n",
       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
       "L 7.71875 11.625 \r\n",
       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
       "Q 45.015625 31 40.078125 35.4375 \r\n",
       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-53\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 97.942377)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_2\">\r\n",
       "     <g id=\"line2d_5\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.240625\" xlink:href=\"#m061f5c6d0a\" y=\"66.428512\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_2\">\r\n",
       "      <!-- 6 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 33.015625 40.375 \r\n",
       "Q 26.375 40.375 22.484375 35.828125 \r\n",
       "Q 18.609375 31.296875 18.609375 23.390625 \r\n",
       "Q 18.609375 15.53125 22.484375 10.953125 \r\n",
       "Q 26.375 6.390625 33.015625 6.390625 \r\n",
       "Q 39.65625 6.390625 43.53125 10.953125 \r\n",
       "Q 47.40625 15.53125 47.40625 23.390625 \r\n",
       "Q 47.40625 31.296875 43.53125 35.828125 \r\n",
       "Q 39.65625 40.375 33.015625 40.375 \r\n",
       "z\r\n",
       "M 52.59375 71.296875 \r\n",
       "L 52.59375 62.3125 \r\n",
       "Q 48.875 64.0625 45.09375 64.984375 \r\n",
       "Q 41.3125 65.921875 37.59375 65.921875 \r\n",
       "Q 27.828125 65.921875 22.671875 59.328125 \r\n",
       "Q 17.53125 52.734375 16.796875 39.40625 \r\n",
       "Q 19.671875 43.65625 24.015625 45.921875 \r\n",
       "Q 28.375 48.1875 33.59375 48.1875 \r\n",
       "Q 44.578125 48.1875 50.953125 41.515625 \r\n",
       "Q 57.328125 34.859375 57.328125 23.390625 \r\n",
       "Q 57.328125 12.15625 50.6875 5.359375 \r\n",
       "Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
       "Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
       "Q 6.984375 17.96875 6.984375 36.375 \r\n",
       "Q 6.984375 53.65625 15.1875 63.9375 \r\n",
       "Q 23.390625 74.21875 37.203125 74.21875 \r\n",
       "Q 40.921875 74.21875 44.703125 73.484375 \r\n",
       "Q 48.484375 72.75 52.59375 71.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-54\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 70.22773)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_3\">\r\n",
       "     <g id=\"line2d_6\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.240625\" xlink:href=\"#m061f5c6d0a\" y=\"38.713865\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_3\">\r\n",
       "      <!-- 7 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 8.203125 72.90625 \r\n",
       "L 55.078125 72.90625 \r\n",
       "L 55.078125 68.703125 \r\n",
       "L 28.609375 0 \r\n",
       "L 18.3125 0 \r\n",
       "L 43.21875 64.59375 \r\n",
       "L 8.203125 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-55\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 42.513084)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-55\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_4\">\r\n",
       "     <g id=\"line2d_7\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.240625\" xlink:href=\"#m061f5c6d0a\" y=\"10.999219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_4\">\r\n",
       "      <!-- 8 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 31.78125 34.625 \r\n",
       "Q 24.75 34.625 20.71875 30.859375 \r\n",
       "Q 16.703125 27.09375 16.703125 20.515625 \r\n",
       "Q 16.703125 13.921875 20.71875 10.15625 \r\n",
       "Q 24.75 6.390625 31.78125 6.390625 \r\n",
       "Q 38.8125 6.390625 42.859375 10.171875 \r\n",
       "Q 46.921875 13.96875 46.921875 20.515625 \r\n",
       "Q 46.921875 27.09375 42.890625 30.859375 \r\n",
       "Q 38.875 34.625 31.78125 34.625 \r\n",
       "z\r\n",
       "M 21.921875 38.8125 \r\n",
       "Q 15.578125 40.375 12.03125 44.71875 \r\n",
       "Q 8.5 49.078125 8.5 55.328125 \r\n",
       "Q 8.5 64.0625 14.71875 69.140625 \r\n",
       "Q 20.953125 74.21875 31.78125 74.21875 \r\n",
       "Q 42.671875 74.21875 48.875 69.140625 \r\n",
       "Q 55.078125 64.0625 55.078125 55.328125 \r\n",
       "Q 55.078125 49.078125 51.53125 44.71875 \r\n",
       "Q 48 40.375 41.703125 38.8125 \r\n",
       "Q 48.828125 37.15625 52.796875 32.3125 \r\n",
       "Q 56.78125 27.484375 56.78125 20.515625 \r\n",
       "Q 56.78125 9.90625 50.3125 4.234375 \r\n",
       "Q 43.84375 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.734375 -1.421875 13.25 4.234375 \r\n",
       "Q 6.78125 9.90625 6.78125 20.515625 \r\n",
       "Q 6.78125 27.484375 10.78125 32.3125 \r\n",
       "Q 14.796875 37.15625 21.921875 38.8125 \r\n",
       "z\r\n",
       "M 18.3125 54.390625 \r\n",
       "Q 18.3125 48.734375 21.84375 45.5625 \r\n",
       "Q 25.390625 42.390625 31.78125 42.390625 \r\n",
       "Q 38.140625 42.390625 41.71875 45.5625 \r\n",
       "Q 45.3125 48.734375 45.3125 54.390625 \r\n",
       "Q 45.3125 60.0625 41.71875 63.234375 \r\n",
       "Q 38.140625 66.40625 31.78125 66.40625 \r\n",
       "Q 25.390625 66.40625 21.84375 63.234375 \r\n",
       "Q 18.3125 60.0625 18.3125 54.390625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-56\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 14.798437)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-56\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_5\">\r\n",
       "     <!-- sl -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 44.28125 53.078125 \r\n",
       "L 44.28125 44.578125 \r\n",
       "Q 40.484375 46.53125 36.375 47.5 \r\n",
       "Q 32.28125 48.484375 27.875 48.484375 \r\n",
       "Q 21.1875 48.484375 17.84375 46.4375 \r\n",
       "Q 14.5 44.390625 14.5 40.28125 \r\n",
       "Q 14.5 37.15625 16.890625 35.375 \r\n",
       "Q 19.28125 33.59375 26.515625 31.984375 \r\n",
       "L 29.59375 31.296875 \r\n",
       "Q 39.15625 29.25 43.1875 25.515625 \r\n",
       "Q 47.21875 21.78125 47.21875 15.09375 \r\n",
       "Q 47.21875 7.46875 41.1875 3.015625 \r\n",
       "Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
       "Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
       "Q 10.6875 0.296875 5.421875 2 \r\n",
       "L 5.421875 11.28125 \r\n",
       "Q 10.40625 8.6875 15.234375 7.390625 \r\n",
       "Q 20.0625 6.109375 24.8125 6.109375 \r\n",
       "Q 31.15625 6.109375 34.5625 8.28125 \r\n",
       "Q 37.984375 10.453125 37.984375 14.40625 \r\n",
       "Q 37.984375 18.0625 35.515625 20.015625 \r\n",
       "Q 33.0625 21.96875 24.703125 23.78125 \r\n",
       "L 21.578125 24.515625 \r\n",
       "Q 13.234375 26.265625 9.515625 29.90625 \r\n",
       "Q 5.8125 33.546875 5.8125 39.890625 \r\n",
       "Q 5.8125 47.609375 11.28125 51.796875 \r\n",
       "Q 16.75 56 26.8125 56 \r\n",
       "Q 31.78125 56 36.171875 55.265625 \r\n",
       "Q 40.578125 54.546875 44.28125 53.078125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-115\"/>\r\n",
       "      <path d=\"M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-108\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(14.798438 67.650797)rotate(-90)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"52.099609\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 34.240625 118.532047 \r\n",
       "L 34.240625 8.782047 \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 34.240625 118.532047 \r\n",
       "L 192.066166 118.532047 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_2\">\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 214.334978 118.532047 \r\n",
       "L 372.160519 118.532047 \r\n",
       "L 372.160519 8.782047 \r\n",
       "L 214.334978 8.782047 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_1\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 3 \r\n",
       "C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
       "C 2.683901 1.55874 3 0.795609 3 0 \r\n",
       "C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
       "C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
       "C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
       "C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
       "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
       "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
       "z\r\n",
       "\" id=\"m3163eb47da\" style=\"stroke:#ffffff;stroke-width:0.75;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#pf7924eca9f)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"88.600229\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"312.233685\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"303.81728\" xlink:href=\"#m3163eb47da\" y=\"88.600229\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m3163eb47da\" y=\"99.686087\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"99.686087\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#m3163eb47da\" y=\"110.771946\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m3163eb47da\" y=\"110.771946\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"303.81728\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.650089\" xlink:href=\"#m3163eb47da\" y=\"83.0573\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"308.025483\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"312.233685\" xlink:href=\"#m3163eb47da\" y=\"85.828764\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m3163eb47da\" y=\"110.771946\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"316.441887\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"316.441887\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m3163eb47da\" y=\"102.457552\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"295.400876\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m3163eb47da\" y=\"96.914623\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"316.441887\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m3163eb47da\" y=\"96.914623\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"99.686087\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"308.025483\" xlink:href=\"#m3163eb47da\" y=\"105.229017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"303.81728\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"341.6911\" xlink:href=\"#m3163eb47da\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m3163eb47da\" y=\"102.457552\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"83.0573\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"303.81728\" xlink:href=\"#m3163eb47da\" y=\"80.285835\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m3163eb47da\" y=\"105.229017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m3163eb47da\" y=\"99.686087\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.650089\" xlink:href=\"#m3163eb47da\" y=\"83.0573\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"83.0573\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m3163eb47da\" y=\"105.229017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"303.81728\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m3163eb47da\" y=\"96.914623\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m3163eb47da\" y=\"96.914623\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"316.441887\" xlink:href=\"#m3163eb47da\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"333.274696\" xlink:href=\"#m3163eb47da\" y=\"80.285835\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"295.400876\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"312.233685\" xlink:href=\"#m3163eb47da\" y=\"83.0573\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m3163eb47da\" y=\"99.686087\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"253.318854\" xlink:href=\"#m3163eb47da\" y=\"108.000481\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"105.229017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"329.066494\" xlink:href=\"#m3163eb47da\" y=\"88.600229\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m3163eb47da\" y=\"113.543411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"324.858291\" xlink:href=\"#m3163eb47da\" y=\"71.971441\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"303.81728\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_2\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 3 \r\n",
       "C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
       "C 2.683901 1.55874 3 0.795609 3 0 \r\n",
       "C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
       "C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
       "C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
       "C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
       "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
       "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
       "z\r\n",
       "\" id=\"m49d914ff62\" style=\"stroke:#ffffff;stroke-width:0.75;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#pf7924eca9f)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m49d914ff62\" y=\"47.028259\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m49d914ff62\" y=\"52.571188\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#m49d914ff62\" y=\"96.914623\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"295.400876\" xlink:href=\"#m49d914ff62\" y=\"47.028259\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"63.657047\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"71.971441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"33.170936\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"19.313613\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"60.885582\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"249.110652\" xlink:href=\"#m49d914ff62\" y=\"66.428512\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"27.628007\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"316.441887\" xlink:href=\"#m49d914ff62\" y=\"13.770683\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m49d914ff62\" y=\"55.342653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#m49d914ff62\" y=\"55.342653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m49d914ff62\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"66.428512\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#m49d914ff62\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"19.313613\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m49d914ff62\" y=\"60.885582\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"52.571188\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#m49d914ff62\" y=\"71.971441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m49d914ff62\" y=\"41.48533\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"55.342653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"308.025483\" xlink:href=\"#m49d914ff62\" y=\"33.170936\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#m49d914ff62\" y=\"47.028259\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#m49d914ff62\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m49d914ff62\" y=\"41.48533\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"47.028259\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#m49d914ff62\" y=\"71.971441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m49d914ff62\" y=\"55.342653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#m49d914ff62\" y=\"30.399471\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"35.942401\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"69.199976\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"265.943461\" xlink:href=\"#m49d914ff62\" y=\"63.657047\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#m49d914ff62\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m49d914ff62\" y=\"33.170936\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"316.441887\" xlink:href=\"#m49d914ff62\" y=\"19.313613\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"52.571188\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"55.342653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#m49d914ff62\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"265.943461\" xlink:href=\"#m49d914ff62\" y=\"19.313613\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"22.085077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"77.51437\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m49d914ff62\" y=\"44.256795\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"295.400876\" xlink:href=\"#m49d914ff62\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"44.256795\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"52.571188\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m49d914ff62\" y=\"41.48533\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"295.400876\" xlink:href=\"#m49d914ff62\" y=\"47.028259\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_3\">\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 0 3 \r\n",
       "C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
       "C 2.683901 1.55874 3 0.795609 3 0 \r\n",
       "C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
       "C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
       "C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
       "C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
       "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
       "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
       "z\r\n",
       "\" id=\"mc87cdd8343\" style=\"stroke:#ffffff;stroke-width:0.75;\"/>\r\n",
       "    </defs>\r\n",
       "    <g clip-path=\"url(#pf7924eca9f)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#mc87cdd8343\" y=\"66.428512\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"265.943461\" xlink:href=\"#mc87cdd8343\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"240.694247\" xlink:href=\"#mc87cdd8343\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#mc87cdd8343\" y=\"47.028259\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#mc87cdd8343\" y=\"47.028259\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#mc87cdd8343\" y=\"77.51437\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#mc87cdd8343\" y=\"77.51437\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"295.400876\" xlink:href=\"#mc87cdd8343\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#mc87cdd8343\" y=\"66.428512\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#mc87cdd8343\" y=\"77.51437\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#mc87cdd8343\" y=\"80.285835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"257.527056\" xlink:href=\"#mc87cdd8343\" y=\"80.285835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"49.799724\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#mc87cdd8343\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#mc87cdd8343\" y=\"71.971441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#mc87cdd8343\" y=\"52.571188\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#mc87cdd8343\" y=\"63.657047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"265.943461\" xlink:href=\"#mc87cdd8343\" y=\"80.285835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#mc87cdd8343\" y=\"44.256795\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#mc87cdd8343\" y=\"41.48533\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#mc87cdd8343\" y=\"63.657047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#mc87cdd8343\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"265.943461\" xlink:href=\"#mc87cdd8343\" y=\"71.971441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#mc87cdd8343\" y=\"38.713865\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"83.0573\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"249.110652\" xlink:href=\"#mc87cdd8343\" y=\"66.428512\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#mc87cdd8343\" y=\"60.885582\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"77.51437\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"253.318854\" xlink:href=\"#mc87cdd8343\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"69.199976\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"77.51437\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#mc87cdd8343\" y=\"88.600229\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#mc87cdd8343\" y=\"69.199976\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#mc87cdd8343\" y=\"55.342653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"257.527056\" xlink:href=\"#mc87cdd8343\" y=\"80.285835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"63.657047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#mc87cdd8343\" y=\"66.428512\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#mc87cdd8343\" y=\"55.342653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#mc87cdd8343\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#mc87cdd8343\" y=\"63.657047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#mc87cdd8343\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"253.318854\" xlink:href=\"#mc87cdd8343\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"249.110652\" xlink:href=\"#mc87cdd8343\" y=\"60.885582\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"257.527056\" xlink:href=\"#mc87cdd8343\" y=\"96.914623\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"47.028259\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#mc87cdd8343\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#mc87cdd8343\" y=\"71.971441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"253.318854\" xlink:href=\"#mc87cdd8343\" y=\"80.285835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#mc87cdd8343\" y=\"49.799724\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_3\">\r\n",
       "    <g id=\"xtick_4\">\r\n",
       "     <g id=\"line2d_8\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"240.694247\" xlink:href=\"#ma0b16e4989\" y=\"118.532047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_5\">\r\n",
       "     <g id=\"line2d_9\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"282.776269\" xlink:href=\"#ma0b16e4989\" y=\"118.532047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_6\">\r\n",
       "     <g id=\"line2d_10\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"324.858291\" xlink:href=\"#ma0b16e4989\" y=\"118.532047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_7\">\r\n",
       "     <g id=\"line2d_11\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"366.940314\" xlink:href=\"#ma0b16e4989\" y=\"118.532047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_4\">\r\n",
       "    <g id=\"ytick_5\">\r\n",
       "     <g id=\"line2d_12\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"214.334978\" xlink:href=\"#m061f5c6d0a\" y=\"94.143158\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_6\">\r\n",
       "     <g id=\"line2d_13\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"214.334978\" xlink:href=\"#m061f5c6d0a\" y=\"66.428512\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_7\">\r\n",
       "     <g id=\"line2d_14\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"214.334978\" xlink:href=\"#m061f5c6d0a\" y=\"38.713865\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_8\">\r\n",
       "     <g id=\"line2d_15\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"214.334978\" xlink:href=\"#m061f5c6d0a\" y=\"10.999219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 214.334978 118.532047 \r\n",
       "L 214.334978 8.782047 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_7\">\r\n",
       "    <path d=\"M 214.334978 118.532047 \r\n",
       "L 372.160519 118.532047 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_3\">\r\n",
       "   <g id=\"patch_8\">\r\n",
       "    <path d=\"M 394.429331 118.532047 \r\n",
       "L 552.254872 118.532047 \r\n",
       "L 552.254872 8.782047 \r\n",
       "L 394.429331 8.782047 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_4\">\r\n",
       "    <g clip-path=\"url(#p00e353dce2)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"88.600229\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"88.600229\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"99.686087\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"424.268667\" xlink:href=\"#m3163eb47da\" y=\"99.686087\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"110.771946\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"411.774771\" xlink:href=\"#m3163eb47da\" y=\"110.771946\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"411.774771\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"411.774771\" xlink:href=\"#m3163eb47da\" y=\"83.0573\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"409.692456\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"85.828764\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"411.774771\" xlink:href=\"#m3163eb47da\" y=\"110.771946\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"424.268667\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"418.021719\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"418.021719\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"418.021719\" xlink:href=\"#m3163eb47da\" y=\"102.457552\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"420.104035\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"96.914623\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"96.914623\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"418.021719\" xlink:href=\"#m3163eb47da\" y=\"99.686087\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"405.527824\" xlink:href=\"#m3163eb47da\" y=\"105.229017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"418.021719\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"418.021719\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"411.774771\" xlink:href=\"#m3163eb47da\" y=\"102.457552\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"83.0573\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"411.774771\" xlink:href=\"#m3163eb47da\" y=\"80.285835\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"105.229017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"99.686087\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"420.104035\" xlink:href=\"#m3163eb47da\" y=\"83.0573\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"420.104035\" xlink:href=\"#m3163eb47da\" y=\"83.0573\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"105.229017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"96.914623\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"96.914623\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"420.104035\" xlink:href=\"#m3163eb47da\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"80.285835\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"83.0573\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"418.021719\" xlink:href=\"#m3163eb47da\" y=\"99.686087\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"411.774771\" xlink:href=\"#m3163eb47da\" y=\"108.000481\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"105.229017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"88.600229\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"407.61014\" xlink:href=\"#m3163eb47da\" y=\"113.543411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"409.692456\" xlink:href=\"#m3163eb47da\" y=\"71.971441\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_5\">\r\n",
       "    <g clip-path=\"url(#p00e353dce2)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"501.314354\" xlink:href=\"#m49d914ff62\" y=\"47.028259\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#m49d914ff62\" y=\"52.571188\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#m49d914ff62\" y=\"96.914623\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"503.39667\" xlink:href=\"#m49d914ff62\" y=\"47.028259\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"486.738143\" xlink:href=\"#m49d914ff62\" y=\"63.657047\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#m49d914ff62\" y=\"71.971441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"505.478986\" xlink:href=\"#m49d914ff62\" y=\"33.170936\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"524.219829\" xlink:href=\"#m49d914ff62\" y=\"19.313613\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"484.655827\" xlink:href=\"#m49d914ff62\" y=\"60.885582\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"488.820459\" xlink:href=\"#m49d914ff62\" y=\"66.428512\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"511.725933\" xlink:href=\"#m49d914ff62\" y=\"27.628007\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"517.972881\" xlink:href=\"#m49d914ff62\" y=\"13.770683\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"495.067406\" xlink:href=\"#m49d914ff62\" y=\"55.342653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"495.067406\" xlink:href=\"#m49d914ff62\" y=\"55.342653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"501.314354\" xlink:href=\"#m49d914ff62\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"484.655827\" xlink:href=\"#m49d914ff62\" y=\"66.428512\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"488.820459\" xlink:href=\"#m49d914ff62\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#m49d914ff62\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"511.725933\" xlink:href=\"#m49d914ff62\" y=\"19.313613\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"497.149722\" xlink:href=\"#m49d914ff62\" y=\"60.885582\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"499.232038\" xlink:href=\"#m49d914ff62\" y=\"52.571188\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#m49d914ff62\" y=\"71.971441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"503.39667\" xlink:href=\"#m49d914ff62\" y=\"41.48533\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"501.314354\" xlink:href=\"#m49d914ff62\" y=\"55.342653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"511.725933\" xlink:href=\"#m49d914ff62\" y=\"33.170936\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"505.478986\" xlink:href=\"#m49d914ff62\" y=\"47.028259\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"486.738143\" xlink:href=\"#m49d914ff62\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#m49d914ff62\" y=\"41.48533\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"492.98509\" xlink:href=\"#m49d914ff62\" y=\"47.028259\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#m49d914ff62\" y=\"71.971441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"499.232038\" xlink:href=\"#m49d914ff62\" y=\"55.342653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"515.890565\" xlink:href=\"#m49d914ff62\" y=\"30.399471\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"507.561302\" xlink:href=\"#m49d914ff62\" y=\"35.942401\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#m49d914ff62\" y=\"69.199976\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"501.314354\" xlink:href=\"#m49d914ff62\" y=\"63.657047\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"501.314354\" xlink:href=\"#m49d914ff62\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"509.643617\" xlink:href=\"#m49d914ff62\" y=\"33.170936\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"524.219829\" xlink:href=\"#m49d914ff62\" y=\"19.313613\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"492.98509\" xlink:href=\"#m49d914ff62\" y=\"52.571188\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"501.314354\" xlink:href=\"#m49d914ff62\" y=\"55.342653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"488.820459\" xlink:href=\"#m49d914ff62\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"528.38446\" xlink:href=\"#m49d914ff62\" y=\"19.313613\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"522.137513\" xlink:href=\"#m49d914ff62\" y=\"22.085077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"486.738143\" xlink:href=\"#m49d914ff62\" y=\"77.51437\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"507.561302\" xlink:href=\"#m49d914ff62\" y=\"44.256795\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"509.643617\" xlink:href=\"#m49d914ff62\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"499.232038\" xlink:href=\"#m49d914ff62\" y=\"44.256795\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"505.478986\" xlink:href=\"#m49d914ff62\" y=\"52.571188\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"497.149722\" xlink:href=\"#m49d914ff62\" y=\"41.48533\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"503.39667\" xlink:href=\"#m49d914ff62\" y=\"47.028259\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_6\">\r\n",
       "    <g clip-path=\"url(#p00e353dce2)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#mc87cdd8343\" y=\"66.428512\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"457.585721\" xlink:href=\"#mc87cdd8343\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"457.585721\" xlink:href=\"#mc87cdd8343\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"476.326563\" xlink:href=\"#mc87cdd8343\" y=\"47.028259\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"482.573511\" xlink:href=\"#mc87cdd8343\" y=\"47.028259\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"472.161932\" xlink:href=\"#mc87cdd8343\" y=\"77.51437\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"465.914984\" xlink:href=\"#mc87cdd8343\" y=\"77.51437\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"482.573511\" xlink:href=\"#mc87cdd8343\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#mc87cdd8343\" y=\"66.428512\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"459.668036\" xlink:href=\"#mc87cdd8343\" y=\"77.51437\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"467.9973\" xlink:href=\"#mc87cdd8343\" y=\"80.285835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"461.750352\" xlink:href=\"#mc87cdd8343\" y=\"80.285835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"476.326563\" xlink:href=\"#mc87cdd8343\" y=\"49.799724\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"470.079616\" xlink:href=\"#mc87cdd8343\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"470.079616\" xlink:href=\"#mc87cdd8343\" y=\"71.971441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"480.491195\" xlink:href=\"#mc87cdd8343\" y=\"52.571188\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"482.573511\" xlink:href=\"#mc87cdd8343\" y=\"63.657047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"476.326563\" xlink:href=\"#mc87cdd8343\" y=\"80.285835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"484.655827\" xlink:href=\"#mc87cdd8343\" y=\"44.256795\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"486.738143\" xlink:href=\"#mc87cdd8343\" y=\"41.48533\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"482.573511\" xlink:href=\"#mc87cdd8343\" y=\"63.657047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#mc87cdd8343\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"467.9973\" xlink:href=\"#mc87cdd8343\" y=\"71.971441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"482.573511\" xlink:href=\"#mc87cdd8343\" y=\"38.713865\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#mc87cdd8343\" y=\"83.0573\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"467.9973\" xlink:href=\"#mc87cdd8343\" y=\"66.428512\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"474.244248\" xlink:href=\"#mc87cdd8343\" y=\"60.885582\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"470.079616\" xlink:href=\"#mc87cdd8343\" y=\"77.51437\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"453.421089\" xlink:href=\"#mc87cdd8343\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"472.161932\" xlink:href=\"#mc87cdd8343\" y=\"69.199976\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#mc87cdd8343\" y=\"77.51437\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"465.914984\" xlink:href=\"#mc87cdd8343\" y=\"88.600229\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"484.655827\" xlink:href=\"#mc87cdd8343\" y=\"69.199976\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"474.244248\" xlink:href=\"#mc87cdd8343\" y=\"55.342653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"463.832668\" xlink:href=\"#mc87cdd8343\" y=\"80.285835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"480.491195\" xlink:href=\"#mc87cdd8343\" y=\"63.657047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#mc87cdd8343\" y=\"66.428512\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#mc87cdd8343\" y=\"55.342653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"447.174141\" xlink:href=\"#mc87cdd8343\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"467.9973\" xlink:href=\"#mc87cdd8343\" y=\"63.657047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"472.161932\" xlink:href=\"#mc87cdd8343\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"476.326563\" xlink:href=\"#mc87cdd8343\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#mc87cdd8343\" y=\"60.885582\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"453.421089\" xlink:href=\"#mc87cdd8343\" y=\"96.914623\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"488.820459\" xlink:href=\"#mc87cdd8343\" y=\"47.028259\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"486.738143\" xlink:href=\"#mc87cdd8343\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"472.161932\" xlink:href=\"#mc87cdd8343\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"465.914984\" xlink:href=\"#mc87cdd8343\" y=\"71.971441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"467.9973\" xlink:href=\"#mc87cdd8343\" y=\"80.285835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"480.491195\" xlink:href=\"#mc87cdd8343\" y=\"49.799724\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_5\">\r\n",
       "    <g id=\"xtick_8\">\r\n",
       "     <g id=\"line2d_16\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"426.350983\" xlink:href=\"#ma0b16e4989\" y=\"118.532047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_9\">\r\n",
       "     <g id=\"line2d_17\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"467.9973\" xlink:href=\"#ma0b16e4989\" y=\"118.532047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_10\">\r\n",
       "     <g id=\"line2d_18\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"509.643617\" xlink:href=\"#ma0b16e4989\" y=\"118.532047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_11\">\r\n",
       "     <g id=\"line2d_19\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"551.289935\" xlink:href=\"#ma0b16e4989\" y=\"118.532047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_6\">\r\n",
       "    <g id=\"ytick_9\">\r\n",
       "     <g id=\"line2d_20\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"394.429331\" xlink:href=\"#m061f5c6d0a\" y=\"94.143158\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_10\">\r\n",
       "     <g id=\"line2d_21\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"394.429331\" xlink:href=\"#m061f5c6d0a\" y=\"66.428512\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_11\">\r\n",
       "     <g id=\"line2d_22\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"394.429331\" xlink:href=\"#m061f5c6d0a\" y=\"38.713865\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_12\">\r\n",
       "     <g id=\"line2d_23\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"394.429331\" xlink:href=\"#m061f5c6d0a\" y=\"10.999219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_9\">\r\n",
       "    <path d=\"M 394.429331 118.532047 \r\n",
       "L 394.429331 8.782047 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_10\">\r\n",
       "    <path d=\"M 394.429331 118.532047 \r\n",
       "L 552.254872 118.532047 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_4\">\r\n",
       "   <g id=\"patch_11\">\r\n",
       "    <path d=\"M 574.523684 118.532047 \r\n",
       "L 732.349225 118.532047 \r\n",
       "L 732.349225 8.782047 \r\n",
       "L 574.523684 8.782047 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_7\">\r\n",
       "    <g clip-path=\"url(#p8d4ba3cd57)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"88.600229\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"601.821834\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"88.600229\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"587.013654\" xlink:href=\"#m3163eb47da\" y=\"99.686087\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"99.686087\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"110.771946\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"110.771946\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"596.885774\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"601.821834\" xlink:href=\"#m3163eb47da\" y=\"83.0573\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"85.828764\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"110.771946\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"601.821834\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"601.821834\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"102.457552\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"606.757895\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"587.013654\" xlink:href=\"#m3163eb47da\" y=\"96.914623\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"596.885774\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"96.914623\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"99.686087\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"105.229017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"611.693955\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"601.821834\" xlink:href=\"#m3163eb47da\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"102.457552\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"601.821834\" xlink:href=\"#m3163eb47da\" y=\"83.0573\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"80.285835\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"105.229017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"596.885774\" xlink:href=\"#m3163eb47da\" y=\"99.686087\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"601.821834\" xlink:href=\"#m3163eb47da\" y=\"83.0573\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"83.0573\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"105.229017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"587.013654\" xlink:href=\"#m3163eb47da\" y=\"96.914623\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"587.013654\" xlink:href=\"#m3163eb47da\" y=\"96.914623\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"596.885774\" xlink:href=\"#m3163eb47da\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"80.285835\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"83.0573\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"99.686087\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"596.885774\" xlink:href=\"#m3163eb47da\" y=\"108.000481\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"596.885774\" xlink:href=\"#m3163eb47da\" y=\"105.229017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"587.013654\" xlink:href=\"#m3163eb47da\" y=\"88.600229\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"587.013654\" xlink:href=\"#m3163eb47da\" y=\"113.543411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"71.971441\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"596.885774\" xlink:href=\"#m3163eb47da\" y=\"91.371693\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_8\">\r\n",
       "    <g clip-path=\"url(#p8d4ba3cd57)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"700.543036\" xlink:href=\"#m49d914ff62\" y=\"47.028259\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"680.798795\" xlink:href=\"#m49d914ff62\" y=\"52.571188\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.990615\" xlink:href=\"#m49d914ff62\" y=\"96.914623\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"705.479096\" xlink:href=\"#m49d914ff62\" y=\"47.028259\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"63.657047\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"700.543036\" xlink:href=\"#m49d914ff62\" y=\"71.971441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"661.054555\" xlink:href=\"#m49d914ff62\" y=\"33.170936\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"680.798795\" xlink:href=\"#m49d914ff62\" y=\"19.313613\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"60.885582\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#m49d914ff62\" y=\"66.428512\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"675.862735\" xlink:href=\"#m49d914ff62\" y=\"27.628007\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"680.798795\" xlink:href=\"#m49d914ff62\" y=\"13.770683\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"55.342653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"675.862735\" xlink:href=\"#m49d914ff62\" y=\"55.342653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"700.543036\" xlink:href=\"#m49d914ff62\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"66.428512\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"675.862735\" xlink:href=\"#m49d914ff62\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#m49d914ff62\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"19.313613\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"60.885582\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"52.571188\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"675.862735\" xlink:href=\"#m49d914ff62\" y=\"71.971441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"41.48533\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"690.670916\" xlink:href=\"#m49d914ff62\" y=\"55.342653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"705.479096\" xlink:href=\"#m49d914ff62\" y=\"33.170936\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"47.028259\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"41.48533\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"47.028259\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"675.862735\" xlink:href=\"#m49d914ff62\" y=\"71.971441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"55.342653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"30.399471\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"685.734855\" xlink:href=\"#m49d914ff62\" y=\"35.942401\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"69.199976\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#m49d914ff62\" y=\"63.657047\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"33.170936\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"690.670916\" xlink:href=\"#m49d914ff62\" y=\"19.313613\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"680.798795\" xlink:href=\"#m49d914ff62\" y=\"52.571188\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"685.734855\" xlink:href=\"#m49d914ff62\" y=\"55.342653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"680.798795\" xlink:href=\"#m49d914ff62\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"19.313613\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"685.734855\" xlink:href=\"#m49d914ff62\" y=\"22.085077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"680.798795\" xlink:href=\"#m49d914ff62\" y=\"77.51437\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"44.256795\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"705.479096\" xlink:href=\"#m49d914ff62\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"685.734855\" xlink:href=\"#m49d914ff62\" y=\"44.256795\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"690.670916\" xlink:href=\"#m49d914ff62\" y=\"52.571188\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"685.734855\" xlink:href=\"#m49d914ff62\" y=\"41.48533\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"685.734855\" xlink:href=\"#m49d914ff62\" y=\"47.028259\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_9\">\r\n",
       "    <g clip-path=\"url(#p8d4ba3cd57)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"661.054555\" xlink:href=\"#mc87cdd8343\" y=\"66.428512\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"631.438195\" xlink:href=\"#mc87cdd8343\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"631.438195\" xlink:href=\"#mc87cdd8343\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#mc87cdd8343\" y=\"47.028259\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"47.028259\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"77.51437\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"636.374255\" xlink:href=\"#mc87cdd8343\" y=\"77.51437\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"661.054555\" xlink:href=\"#mc87cdd8343\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"66.428512\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"77.51437\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"80.285835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"631.438195\" xlink:href=\"#mc87cdd8343\" y=\"80.285835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#mc87cdd8343\" y=\"49.799724\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"631.438195\" xlink:href=\"#mc87cdd8343\" y=\"71.971441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"52.571188\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"641.310315\" xlink:href=\"#mc87cdd8343\" y=\"63.657047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"641.310315\" xlink:href=\"#mc87cdd8343\" y=\"80.285835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#mc87cdd8343\" y=\"44.256795\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"41.48533\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#mc87cdd8343\" y=\"63.657047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"641.310315\" xlink:href=\"#mc87cdd8343\" y=\"71.971441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#mc87cdd8343\" y=\"38.713865\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"83.0573\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"631.438195\" xlink:href=\"#mc87cdd8343\" y=\"66.428512\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"60.885582\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"77.51437\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"631.438195\" xlink:href=\"#mc87cdd8343\" y=\"94.143158\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"69.199976\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"77.51437\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#mc87cdd8343\" y=\"88.600229\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#mc87cdd8343\" y=\"69.199976\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"55.342653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"636.374255\" xlink:href=\"#mc87cdd8343\" y=\"80.285835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#mc87cdd8343\" y=\"63.657047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"661.054555\" xlink:href=\"#mc87cdd8343\" y=\"66.428512\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"55.342653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"636.374255\" xlink:href=\"#mc87cdd8343\" y=\"91.371693\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"63.657047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"60.885582\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"631.438195\" xlink:href=\"#mc87cdd8343\" y=\"96.914623\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"665.990615\" xlink:href=\"#mc87cdd8343\" y=\"47.028259\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"58.114118\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"641.310315\" xlink:href=\"#mc87cdd8343\" y=\"74.742906\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"641.310315\" xlink:href=\"#mc87cdd8343\" y=\"71.971441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"80.285835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"49.799724\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_7\">\r\n",
       "    <g id=\"xtick_12\">\r\n",
       "     <g id=\"line2d_24\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"582.077594\" xlink:href=\"#ma0b16e4989\" y=\"118.532047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_13\">\r\n",
       "     <g id=\"line2d_25\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"631.438195\" xlink:href=\"#ma0b16e4989\" y=\"118.532047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_14\">\r\n",
       "     <g id=\"line2d_26\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"680.798795\" xlink:href=\"#ma0b16e4989\" y=\"118.532047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_15\">\r\n",
       "     <g id=\"line2d_27\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"730.159396\" xlink:href=\"#ma0b16e4989\" y=\"118.532047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_8\">\r\n",
       "    <g id=\"ytick_13\">\r\n",
       "     <g id=\"line2d_28\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"574.523684\" xlink:href=\"#m061f5c6d0a\" y=\"94.143158\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_14\">\r\n",
       "     <g id=\"line2d_29\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"574.523684\" xlink:href=\"#m061f5c6d0a\" y=\"66.428512\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_15\">\r\n",
       "     <g id=\"line2d_30\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"574.523684\" xlink:href=\"#m061f5c6d0a\" y=\"38.713865\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_16\">\r\n",
       "     <g id=\"line2d_31\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"574.523684\" xlink:href=\"#m061f5c6d0a\" y=\"10.999219\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_12\">\r\n",
       "    <path d=\"M 574.523684 118.532047 \r\n",
       "L 574.523684 8.782047 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_13\">\r\n",
       "    <path d=\"M 574.523684 118.532047 \r\n",
       "L 732.349225 118.532047 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_5\">\r\n",
       "   <g id=\"patch_14\">\r\n",
       "    <path d=\"M 34.240625 238.282047 \r\n",
       "L 192.066166 238.282047 \r\n",
       "L 192.066166 128.532047 \r\n",
       "L 34.240625 128.532047 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_10\">\r\n",
       "    <g clip-path=\"url(#p248d7f5f49)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"81.546729\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"162.621062\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"81.546729\" xlink:href=\"#m3163eb47da\" y=\"170.935456\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"69.484105\" xlink:href=\"#m3163eb47da\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"69.484105\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"57.421482\" xlink:href=\"#m3163eb47da\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"57.421482\" xlink:href=\"#m3163eb47da\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"170.935456\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"87.578041\" xlink:href=\"#m3163eb47da\" y=\"154.306668\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"166.778259\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"84.562385\" xlink:href=\"#m3163eb47da\" y=\"162.621062\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"57.421482\" xlink:href=\"#m3163eb47da\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"158.463865\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"158.463865\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"66.468449\" xlink:href=\"#m3163eb47da\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"179.24985\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"72.499761\" xlink:href=\"#m3163eb47da\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"158.463865\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"72.499761\" xlink:href=\"#m3163eb47da\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"69.484105\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"63.452794\" xlink:href=\"#m3163eb47da\" y=\"166.778259\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"170.935456\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#m3163eb47da\" y=\"133.520683\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"66.468449\" xlink:href=\"#m3163eb47da\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"87.578041\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"90.593696\" xlink:href=\"#m3163eb47da\" y=\"170.935456\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"63.452794\" xlink:href=\"#m3163eb47da\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"69.484105\" xlink:href=\"#m3163eb47da\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"87.578041\" xlink:href=\"#m3163eb47da\" y=\"154.306668\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"87.578041\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"63.452794\" xlink:href=\"#m3163eb47da\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"170.935456\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"72.499761\" xlink:href=\"#m3163eb47da\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"72.499761\" xlink:href=\"#m3163eb47da\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#m3163eb47da\" y=\"158.463865\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"90.593696\" xlink:href=\"#m3163eb47da\" y=\"141.835077\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"179.24985\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"87.578041\" xlink:href=\"#m3163eb47da\" y=\"162.621062\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"69.484105\" xlink:href=\"#m3163eb47da\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"60.437138\" xlink:href=\"#m3163eb47da\" y=\"220.82182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"63.452794\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"81.546729\" xlink:href=\"#m3163eb47da\" y=\"145.992274\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"54.405826\" xlink:href=\"#m3163eb47da\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"99.640664\" xlink:href=\"#m3163eb47da\" y=\"150.149471\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"170.935456\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_11\">\r\n",
       "    <g clip-path=\"url(#p248d7f5f49)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#m49d914ff62\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"120.750255\" xlink:href=\"#m49d914ff62\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"72.499761\" xlink:href=\"#m49d914ff62\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#m49d914ff62\" y=\"179.24985\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"108.687632\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"99.640664\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"141.859846\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"156.938126\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"111.703288\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"105.671976\" xlink:href=\"#m49d914ff62\" y=\"224.979017\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"147.891158\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"162.969437\" xlink:href=\"#m49d914ff62\" y=\"158.463865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"117.734599\" xlink:href=\"#m49d914ff62\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"117.734599\" xlink:href=\"#m49d914ff62\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#m49d914ff62\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"105.671976\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#m49d914ff62\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"156.938126\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"111.703288\" xlink:href=\"#m49d914ff62\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"120.750255\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"99.640664\" xlink:href=\"#m49d914ff62\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"132.812879\" xlink:href=\"#m49d914ff62\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"117.734599\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"141.859846\" xlink:href=\"#m49d914ff62\" y=\"166.778259\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#m49d914ff62\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#m49d914ff62\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"132.812879\" xlink:href=\"#m49d914ff62\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"99.640664\" xlink:href=\"#m49d914ff62\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"117.734599\" xlink:href=\"#m49d914ff62\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"144.875502\" xlink:href=\"#m49d914ff62\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"138.84419\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"102.65632\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"108.687632\" xlink:href=\"#m49d914ff62\" y=\"208.350229\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#m49d914ff62\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"141.859846\" xlink:href=\"#m49d914ff62\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"156.938126\" xlink:href=\"#m49d914ff62\" y=\"158.463865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"120.750255\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"117.734599\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#m49d914ff62\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"156.938126\" xlink:href=\"#m49d914ff62\" y=\"208.350229\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"153.92247\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"93.609352\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"129.797223\" xlink:href=\"#m49d914ff62\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#m49d914ff62\" y=\"179.24985\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"129.797223\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"120.750255\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"132.812879\" xlink:href=\"#m49d914ff62\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#m49d914ff62\" y=\"179.24985\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_12\">\r\n",
       "    <g clip-path=\"url(#p248d7f5f49)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"105.671976\" xlink:href=\"#mc87cdd8343\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#mc87cdd8343\" y=\"208.350229\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#mc87cdd8343\" y=\"233.293411\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#mc87cdd8343\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#mc87cdd8343\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"93.609352\" xlink:href=\"#mc87cdd8343\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"93.609352\" xlink:href=\"#mc87cdd8343\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#mc87cdd8343\" y=\"179.24985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"105.671976\" xlink:href=\"#mc87cdd8343\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"93.609352\" xlink:href=\"#mc87cdd8343\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"90.593696\" xlink:href=\"#mc87cdd8343\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"90.593696\" xlink:href=\"#mc87cdd8343\" y=\"216.664623\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"123.765911\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#mc87cdd8343\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"99.640664\" xlink:href=\"#mc87cdd8343\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"120.750255\" xlink:href=\"#mc87cdd8343\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"108.687632\" xlink:href=\"#mc87cdd8343\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"90.593696\" xlink:href=\"#mc87cdd8343\" y=\"208.350229\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"129.797223\" xlink:href=\"#mc87cdd8343\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"132.812879\" xlink:href=\"#mc87cdd8343\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"108.687632\" xlink:href=\"#mc87cdd8343\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#mc87cdd8343\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"99.640664\" xlink:href=\"#mc87cdd8343\" y=\"208.350229\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"135.828535\" xlink:href=\"#mc87cdd8343\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"87.578041\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"105.671976\" xlink:href=\"#mc87cdd8343\" y=\"224.979017\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"111.703288\" xlink:href=\"#mc87cdd8343\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"93.609352\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#mc87cdd8343\" y=\"220.82182\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"102.65632\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"93.609352\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"81.546729\" xlink:href=\"#mc87cdd8343\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"102.65632\" xlink:href=\"#mc87cdd8343\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"117.734599\" xlink:href=\"#mc87cdd8343\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"90.593696\" xlink:href=\"#mc87cdd8343\" y=\"216.664623\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"108.687632\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"105.671976\" xlink:href=\"#mc87cdd8343\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"117.734599\" xlink:href=\"#mc87cdd8343\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#mc87cdd8343\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"108.687632\" xlink:href=\"#mc87cdd8343\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#mc87cdd8343\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#mc87cdd8343\" y=\"220.82182\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"111.703288\" xlink:href=\"#mc87cdd8343\" y=\"224.979017\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"72.499761\" xlink:href=\"#mc87cdd8343\" y=\"216.664623\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#mc87cdd8343\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"99.640664\" xlink:href=\"#mc87cdd8343\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"90.593696\" xlink:href=\"#mc87cdd8343\" y=\"220.82182\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"123.765911\" xlink:href=\"#mc87cdd8343\" y=\"195.878638\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_9\">\r\n",
       "    <g id=\"xtick_16\">\r\n",
       "     <g id=\"line2d_32\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"45.358858\" xlink:href=\"#ma0b16e4989\" y=\"238.282047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_17\">\r\n",
       "     <g id=\"line2d_33\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"105.671976\" xlink:href=\"#ma0b16e4989\" y=\"238.282047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_18\">\r\n",
       "     <g id=\"line2d_34\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"165.985093\" xlink:href=\"#ma0b16e4989\" y=\"238.282047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_10\">\r\n",
       "    <g id=\"ytick_17\">\r\n",
       "     <g id=\"line2d_35\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.240625\" xlink:href=\"#m061f5c6d0a\" y=\"233.293411\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_6\">\r\n",
       "      <!-- 2 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 19.1875 8.296875 \r\n",
       "L 53.609375 8.296875 \r\n",
       "L 53.609375 0 \r\n",
       "L 7.328125 0 \r\n",
       "L 7.328125 8.296875 \r\n",
       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
       "L 7.8125 69.390625 \r\n",
       "Q 13.765625 71.78125 18.9375 73 \r\n",
       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-50\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 237.092629)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_18\">\r\n",
       "     <g id=\"line2d_36\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.240625\" xlink:href=\"#m061f5c6d0a\" y=\"191.721441\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_7\">\r\n",
       "      <!-- 3 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 40.578125 39.3125 \r\n",
       "Q 47.65625 37.796875 51.625 33 \r\n",
       "Q 55.609375 28.21875 55.609375 21.1875 \r\n",
       "Q 55.609375 10.40625 48.1875 4.484375 \r\n",
       "Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
       "Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
       "Q 12.796875 0.390625 7.625 2.203125 \r\n",
       "L 7.625 11.71875 \r\n",
       "Q 11.71875 9.328125 16.59375 8.109375 \r\n",
       "Q 21.484375 6.890625 26.8125 6.890625 \r\n",
       "Q 36.078125 6.890625 40.9375 10.546875 \r\n",
       "Q 45.796875 14.203125 45.796875 21.1875 \r\n",
       "Q 45.796875 27.640625 41.28125 31.265625 \r\n",
       "Q 36.765625 34.90625 28.71875 34.90625 \r\n",
       "L 20.21875 34.90625 \r\n",
       "L 20.21875 43.015625 \r\n",
       "L 29.109375 43.015625 \r\n",
       "Q 36.375 43.015625 40.234375 45.921875 \r\n",
       "Q 44.09375 48.828125 44.09375 54.296875 \r\n",
       "Q 44.09375 59.90625 40.109375 62.90625 \r\n",
       "Q 36.140625 65.921875 28.71875 65.921875 \r\n",
       "Q 24.65625 65.921875 20.015625 65.03125 \r\n",
       "Q 15.375 64.15625 9.8125 62.3125 \r\n",
       "L 9.8125 71.09375 \r\n",
       "Q 15.4375 72.65625 20.34375 73.4375 \r\n",
       "Q 25.25 74.21875 29.59375 74.21875 \r\n",
       "Q 40.828125 74.21875 47.359375 69.109375 \r\n",
       "Q 53.90625 64.015625 53.90625 55.328125 \r\n",
       "Q 53.90625 49.265625 50.4375 45.09375 \r\n",
       "Q 46.96875 40.921875 40.578125 39.3125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-51\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 195.52066)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-51\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_19\">\r\n",
       "     <g id=\"line2d_37\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.240625\" xlink:href=\"#m061f5c6d0a\" y=\"150.149471\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_8\">\r\n",
       "      <!-- 4 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 37.796875 64.3125 \r\n",
       "L 12.890625 25.390625 \r\n",
       "L 37.796875 25.390625 \r\n",
       "z\r\n",
       "M 35.203125 72.90625 \r\n",
       "L 47.609375 72.90625 \r\n",
       "L 47.609375 25.390625 \r\n",
       "L 58.015625 25.390625 \r\n",
       "L 58.015625 17.1875 \r\n",
       "L 47.609375 17.1875 \r\n",
       "L 47.609375 0 \r\n",
       "L 37.796875 0 \r\n",
       "L 37.796875 17.1875 \r\n",
       "L 4.890625 17.1875 \r\n",
       "L 4.890625 26.703125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-52\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 153.94869)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_9\">\r\n",
       "     <!-- sw -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 4.203125 54.6875 \r\n",
       "L 13.1875 54.6875 \r\n",
       "L 24.421875 12.015625 \r\n",
       "L 35.59375 54.6875 \r\n",
       "L 46.1875 54.6875 \r\n",
       "L 57.421875 12.015625 \r\n",
       "L 68.609375 54.6875 \r\n",
       "L 77.59375 54.6875 \r\n",
       "L 63.28125 0 \r\n",
       "L 52.6875 0 \r\n",
       "L 40.921875 44.828125 \r\n",
       "L 29.109375 0 \r\n",
       "L 18.5 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-119\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(14.798438 190.100797)rotate(-90)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"52.099609\" xlink:href=\"#DejaVuSans-119\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_15\">\r\n",
       "    <path d=\"M 34.240625 238.282047 \r\n",
       "L 34.240625 128.532047 \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_16\">\r\n",
       "    <path d=\"M 34.240625 238.282047 \r\n",
       "L 192.066166 238.282047 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_6\">\r\n",
       "   <g id=\"patch_17\">\r\n",
       "    <path d=\"M 214.334978 238.282047 \r\n",
       "L 372.160519 238.282047 \r\n",
       "L 372.160519 128.532047 \r\n",
       "L 214.334978 128.532047 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_11\">\r\n",
       "    <g id=\"xtick_19\">\r\n",
       "     <g id=\"line2d_38\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"240.694247\" xlink:href=\"#ma0b16e4989\" y=\"238.282047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_20\">\r\n",
       "     <g id=\"line2d_39\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"282.776269\" xlink:href=\"#ma0b16e4989\" y=\"238.282047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_21\">\r\n",
       "     <g id=\"line2d_40\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"324.858291\" xlink:href=\"#ma0b16e4989\" y=\"238.282047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_22\">\r\n",
       "     <g id=\"line2d_41\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"366.940314\" xlink:href=\"#ma0b16e4989\" y=\"238.282047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_12\">\r\n",
       "    <g id=\"ytick_20\">\r\n",
       "     <g id=\"line2d_42\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"214.334978\" xlink:href=\"#m061f5c6d0a\" y=\"233.293411\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_21\">\r\n",
       "     <g id=\"line2d_43\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"214.334978\" xlink:href=\"#m061f5c6d0a\" y=\"191.721441\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_22\">\r\n",
       "     <g id=\"line2d_44\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"214.334978\" xlink:href=\"#m061f5c6d0a\" y=\"150.149471\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_18\">\r\n",
       "    <path d=\"M 214.334978 238.282047 \r\n",
       "L 214.334978 128.532047 \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_19\">\r\n",
       "    <path d=\"M 214.334978 238.282047 \r\n",
       "L 372.160519 238.282047 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_7\">\r\n",
       "   <g id=\"patch_20\">\r\n",
       "    <path d=\"M 394.429331 238.282047 \r\n",
       "L 552.254872 238.282047 \r\n",
       "L 552.254872 128.532047 \r\n",
       "L 394.429331 128.532047 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_13\">\r\n",
       "    <g clip-path=\"url(#pe248dfcb48)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"162.621062\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"170.935456\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"424.268667\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"411.774771\" xlink:href=\"#m3163eb47da\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"411.774771\" xlink:href=\"#m3163eb47da\" y=\"170.935456\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"411.774771\" xlink:href=\"#m3163eb47da\" y=\"154.306668\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"166.778259\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"409.692456\" xlink:href=\"#m3163eb47da\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"162.621062\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"411.774771\" xlink:href=\"#m3163eb47da\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"424.268667\" xlink:href=\"#m3163eb47da\" y=\"158.463865\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"418.021719\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"418.021719\" xlink:href=\"#m3163eb47da\" y=\"158.463865\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"418.021719\" xlink:href=\"#m3163eb47da\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"420.104035\" xlink:href=\"#m3163eb47da\" y=\"179.24985\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"158.463865\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"418.021719\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"405.527824\" xlink:href=\"#m3163eb47da\" y=\"166.778259\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"418.021719\" xlink:href=\"#m3163eb47da\" y=\"170.935456\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"133.520683\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"418.021719\" xlink:href=\"#m3163eb47da\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"411.774771\" xlink:href=\"#m3163eb47da\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"411.774771\" xlink:href=\"#m3163eb47da\" y=\"170.935456\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"420.104035\" xlink:href=\"#m3163eb47da\" y=\"154.306668\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"420.104035\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"170.935456\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"420.104035\" xlink:href=\"#m3163eb47da\" y=\"158.463865\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"141.835077\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"179.24985\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"162.621062\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"418.021719\" xlink:href=\"#m3163eb47da\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"411.774771\" xlink:href=\"#m3163eb47da\" y=\"220.82182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"145.992274\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"407.61014\" xlink:href=\"#m3163eb47da\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"409.692456\" xlink:href=\"#m3163eb47da\" y=\"150.149471\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"170.935456\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_14\">\r\n",
       "    <g clip-path=\"url(#pe248dfcb48)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"501.314354\" xlink:href=\"#m49d914ff62\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#m49d914ff62\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#m49d914ff62\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"503.39667\" xlink:href=\"#m49d914ff62\" y=\"179.24985\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"486.738143\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"505.478986\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"524.219829\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"484.655827\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"488.820459\" xlink:href=\"#m49d914ff62\" y=\"224.979017\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"511.725933\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"517.972881\" xlink:href=\"#m49d914ff62\" y=\"158.463865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"495.067406\" xlink:href=\"#m49d914ff62\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"495.067406\" xlink:href=\"#m49d914ff62\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"501.314354\" xlink:href=\"#m49d914ff62\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"484.655827\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"488.820459\" xlink:href=\"#m49d914ff62\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"511.725933\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"497.149722\" xlink:href=\"#m49d914ff62\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"499.232038\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#m49d914ff62\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"503.39667\" xlink:href=\"#m49d914ff62\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"501.314354\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"511.725933\" xlink:href=\"#m49d914ff62\" y=\"166.778259\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"505.478986\" xlink:href=\"#m49d914ff62\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"486.738143\" xlink:href=\"#m49d914ff62\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#m49d914ff62\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"492.98509\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#m49d914ff62\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"499.232038\" xlink:href=\"#m49d914ff62\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"515.890565\" xlink:href=\"#m49d914ff62\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"507.561302\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"501.314354\" xlink:href=\"#m49d914ff62\" y=\"208.350229\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"501.314354\" xlink:href=\"#m49d914ff62\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"509.643617\" xlink:href=\"#m49d914ff62\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"524.219829\" xlink:href=\"#m49d914ff62\" y=\"158.463865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"492.98509\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"501.314354\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"488.820459\" xlink:href=\"#m49d914ff62\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"528.38446\" xlink:href=\"#m49d914ff62\" y=\"208.350229\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"522.137513\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"486.738143\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"507.561302\" xlink:href=\"#m49d914ff62\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"509.643617\" xlink:href=\"#m49d914ff62\" y=\"179.24985\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"499.232038\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"505.478986\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"497.149722\" xlink:href=\"#m49d914ff62\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"503.39667\" xlink:href=\"#m49d914ff62\" y=\"179.24985\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_15\">\r\n",
       "    <g clip-path=\"url(#pe248dfcb48)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#mc87cdd8343\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"457.585721\" xlink:href=\"#mc87cdd8343\" y=\"208.350229\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"457.585721\" xlink:href=\"#mc87cdd8343\" y=\"233.293411\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"476.326563\" xlink:href=\"#mc87cdd8343\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"482.573511\" xlink:href=\"#mc87cdd8343\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"472.161932\" xlink:href=\"#mc87cdd8343\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"465.914984\" xlink:href=\"#mc87cdd8343\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"482.573511\" xlink:href=\"#mc87cdd8343\" y=\"179.24985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#mc87cdd8343\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"459.668036\" xlink:href=\"#mc87cdd8343\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"467.9973\" xlink:href=\"#mc87cdd8343\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"461.750352\" xlink:href=\"#mc87cdd8343\" y=\"216.664623\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"476.326563\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"470.079616\" xlink:href=\"#mc87cdd8343\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"470.079616\" xlink:href=\"#mc87cdd8343\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"480.491195\" xlink:href=\"#mc87cdd8343\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"482.573511\" xlink:href=\"#mc87cdd8343\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"476.326563\" xlink:href=\"#mc87cdd8343\" y=\"208.350229\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"484.655827\" xlink:href=\"#mc87cdd8343\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"486.738143\" xlink:href=\"#mc87cdd8343\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"482.573511\" xlink:href=\"#mc87cdd8343\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#mc87cdd8343\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"467.9973\" xlink:href=\"#mc87cdd8343\" y=\"208.350229\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"482.573511\" xlink:href=\"#mc87cdd8343\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"467.9973\" xlink:href=\"#mc87cdd8343\" y=\"224.979017\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"474.244248\" xlink:href=\"#mc87cdd8343\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"470.079616\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"453.421089\" xlink:href=\"#mc87cdd8343\" y=\"220.82182\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"472.161932\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"465.914984\" xlink:href=\"#mc87cdd8343\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"484.655827\" xlink:href=\"#mc87cdd8343\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"474.244248\" xlink:href=\"#mc87cdd8343\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"463.832668\" xlink:href=\"#mc87cdd8343\" y=\"216.664623\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"480.491195\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#mc87cdd8343\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#mc87cdd8343\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"447.174141\" xlink:href=\"#mc87cdd8343\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"467.9973\" xlink:href=\"#mc87cdd8343\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"472.161932\" xlink:href=\"#mc87cdd8343\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"476.326563\" xlink:href=\"#mc87cdd8343\" y=\"220.82182\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#mc87cdd8343\" y=\"224.979017\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"453.421089\" xlink:href=\"#mc87cdd8343\" y=\"216.664623\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"488.820459\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"486.738143\" xlink:href=\"#mc87cdd8343\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"472.161932\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"465.914984\" xlink:href=\"#mc87cdd8343\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"467.9973\" xlink:href=\"#mc87cdd8343\" y=\"220.82182\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"480.491195\" xlink:href=\"#mc87cdd8343\" y=\"195.878638\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_13\">\r\n",
       "    <g id=\"xtick_23\">\r\n",
       "     <g id=\"line2d_45\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"426.350983\" xlink:href=\"#ma0b16e4989\" y=\"238.282047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_24\">\r\n",
       "     <g id=\"line2d_46\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"467.9973\" xlink:href=\"#ma0b16e4989\" y=\"238.282047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_25\">\r\n",
       "     <g id=\"line2d_47\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"509.643617\" xlink:href=\"#ma0b16e4989\" y=\"238.282047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_26\">\r\n",
       "     <g id=\"line2d_48\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"551.289935\" xlink:href=\"#ma0b16e4989\" y=\"238.282047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_14\">\r\n",
       "    <g id=\"ytick_23\">\r\n",
       "     <g id=\"line2d_49\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"394.429331\" xlink:href=\"#m061f5c6d0a\" y=\"233.293411\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_24\">\r\n",
       "     <g id=\"line2d_50\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"394.429331\" xlink:href=\"#m061f5c6d0a\" y=\"191.721441\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_25\">\r\n",
       "     <g id=\"line2d_51\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"394.429331\" xlink:href=\"#m061f5c6d0a\" y=\"150.149471\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_21\">\r\n",
       "    <path d=\"M 394.429331 238.282047 \r\n",
       "L 394.429331 128.532047 \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_22\">\r\n",
       "    <path d=\"M 394.429331 238.282047 \r\n",
       "L 552.254872 238.282047 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_8\">\r\n",
       "   <g id=\"patch_23\">\r\n",
       "    <path d=\"M 574.523684 238.282047 \r\n",
       "L 732.349225 238.282047 \r\n",
       "L 732.349225 128.532047 \r\n",
       "L 574.523684 128.532047 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_16\">\r\n",
       "    <g clip-path=\"url(#pdd1b8c4168)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"601.821834\" xlink:href=\"#m3163eb47da\" y=\"162.621062\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"170.935456\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"587.013654\" xlink:href=\"#m3163eb47da\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"596.885774\" xlink:href=\"#m3163eb47da\" y=\"170.935456\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"601.821834\" xlink:href=\"#m3163eb47da\" y=\"154.306668\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"166.778259\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"162.621062\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"601.821834\" xlink:href=\"#m3163eb47da\" y=\"158.463865\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"601.821834\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"158.463865\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"606.757895\" xlink:href=\"#m3163eb47da\" y=\"179.24985\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"587.013654\" xlink:href=\"#m3163eb47da\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"596.885774\" xlink:href=\"#m3163eb47da\" y=\"158.463865\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"166.778259\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"611.693955\" xlink:href=\"#m3163eb47da\" y=\"170.935456\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"601.821834\" xlink:href=\"#m3163eb47da\" y=\"133.520683\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"601.821834\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"170.935456\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"596.885774\" xlink:href=\"#m3163eb47da\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"601.821834\" xlink:href=\"#m3163eb47da\" y=\"154.306668\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"170.935456\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"587.013654\" xlink:href=\"#m3163eb47da\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"587.013654\" xlink:href=\"#m3163eb47da\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"596.885774\" xlink:href=\"#m3163eb47da\" y=\"158.463865\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"141.835077\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"179.24985\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"162.621062\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"596.885774\" xlink:href=\"#m3163eb47da\" y=\"220.82182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"596.885774\" xlink:href=\"#m3163eb47da\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"587.013654\" xlink:href=\"#m3163eb47da\" y=\"145.992274\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"587.013654\" xlink:href=\"#m3163eb47da\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"150.149471\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"596.885774\" xlink:href=\"#m3163eb47da\" y=\"170.935456\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_17\">\r\n",
       "    <g clip-path=\"url(#pdd1b8c4168)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"700.543036\" xlink:href=\"#m49d914ff62\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"680.798795\" xlink:href=\"#m49d914ff62\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.990615\" xlink:href=\"#m49d914ff62\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"705.479096\" xlink:href=\"#m49d914ff62\" y=\"179.24985\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"700.543036\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"661.054555\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"680.798795\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#m49d914ff62\" y=\"224.979017\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"675.862735\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"680.798795\" xlink:href=\"#m49d914ff62\" y=\"158.463865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"675.862735\" xlink:href=\"#m49d914ff62\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"700.543036\" xlink:href=\"#m49d914ff62\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"675.862735\" xlink:href=\"#m49d914ff62\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"675.862735\" xlink:href=\"#m49d914ff62\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"690.670916\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"705.479096\" xlink:href=\"#m49d914ff62\" y=\"166.778259\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"675.862735\" xlink:href=\"#m49d914ff62\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"685.734855\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#m49d914ff62\" y=\"208.350229\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"690.670916\" xlink:href=\"#m49d914ff62\" y=\"158.463865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"680.798795\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"685.734855\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"680.798795\" xlink:href=\"#m49d914ff62\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"208.350229\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"685.734855\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"680.798795\" xlink:href=\"#m49d914ff62\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"705.479096\" xlink:href=\"#m49d914ff62\" y=\"179.24985\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"685.734855\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"690.670916\" xlink:href=\"#m49d914ff62\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"685.734855\" xlink:href=\"#m49d914ff62\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"685.734855\" xlink:href=\"#m49d914ff62\" y=\"179.24985\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_18\">\r\n",
       "    <g clip-path=\"url(#pdd1b8c4168)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"661.054555\" xlink:href=\"#mc87cdd8343\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"631.438195\" xlink:href=\"#mc87cdd8343\" y=\"208.350229\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"631.438195\" xlink:href=\"#mc87cdd8343\" y=\"233.293411\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#mc87cdd8343\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"636.374255\" xlink:href=\"#mc87cdd8343\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"661.054555\" xlink:href=\"#mc87cdd8343\" y=\"179.24985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"631.438195\" xlink:href=\"#mc87cdd8343\" y=\"216.664623\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"631.438195\" xlink:href=\"#mc87cdd8343\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"641.310315\" xlink:href=\"#mc87cdd8343\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"641.310315\" xlink:href=\"#mc87cdd8343\" y=\"208.350229\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#mc87cdd8343\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"187.564244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#mc87cdd8343\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"641.310315\" xlink:href=\"#mc87cdd8343\" y=\"208.350229\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#mc87cdd8343\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"631.438195\" xlink:href=\"#mc87cdd8343\" y=\"224.979017\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"631.438195\" xlink:href=\"#mc87cdd8343\" y=\"220.82182\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#mc87cdd8343\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#mc87cdd8343\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"636.374255\" xlink:href=\"#mc87cdd8343\" y=\"216.664623\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"661.054555\" xlink:href=\"#mc87cdd8343\" y=\"175.092653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"183.407047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"636.374255\" xlink:href=\"#mc87cdd8343\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"200.035835\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"195.878638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"220.82182\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"224.979017\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"631.438195\" xlink:href=\"#mc87cdd8343\" y=\"216.664623\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"665.990615\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"212.507426\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"641.310315\" xlink:href=\"#mc87cdd8343\" y=\"191.721441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"641.310315\" xlink:href=\"#mc87cdd8343\" y=\"204.193032\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"220.82182\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"195.878638\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_15\">\r\n",
       "    <g id=\"xtick_27\">\r\n",
       "     <g id=\"line2d_52\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"582.077594\" xlink:href=\"#ma0b16e4989\" y=\"238.282047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_28\">\r\n",
       "     <g id=\"line2d_53\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"631.438195\" xlink:href=\"#ma0b16e4989\" y=\"238.282047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_29\">\r\n",
       "     <g id=\"line2d_54\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"680.798795\" xlink:href=\"#ma0b16e4989\" y=\"238.282047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_30\">\r\n",
       "     <g id=\"line2d_55\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"730.159396\" xlink:href=\"#ma0b16e4989\" y=\"238.282047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_16\">\r\n",
       "    <g id=\"ytick_26\">\r\n",
       "     <g id=\"line2d_56\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"574.523684\" xlink:href=\"#m061f5c6d0a\" y=\"233.293411\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_27\">\r\n",
       "     <g id=\"line2d_57\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"574.523684\" xlink:href=\"#m061f5c6d0a\" y=\"191.721441\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_28\">\r\n",
       "     <g id=\"line2d_58\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"574.523684\" xlink:href=\"#m061f5c6d0a\" y=\"150.149471\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_24\">\r\n",
       "    <path d=\"M 574.523684 238.282047 \r\n",
       "L 574.523684 128.532047 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_25\">\r\n",
       "    <path d=\"M 574.523684 238.282047 \r\n",
       "L 732.349225 238.282047 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_9\">\r\n",
       "   <g id=\"patch_26\">\r\n",
       "    <path d=\"M 34.240625 358.032047 \r\n",
       "L 192.066166 358.032047 \r\n",
       "L 192.066166 248.282047 \r\n",
       "L 34.240625 248.282047 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_19\">\r\n",
       "    <g clip-path=\"url(#p233c6ba90f)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"81.546729\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"81.546729\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"69.484105\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"69.484105\" xlink:href=\"#m3163eb47da\" y=\"337.823842\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"57.421482\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"57.421482\" xlink:href=\"#m3163eb47da\" y=\"347.970221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"347.970221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"87.578041\" xlink:href=\"#m3163eb47da\" y=\"347.970221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"349.661284\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"84.562385\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"57.421482\" xlink:href=\"#m3163eb47da\" y=\"347.970221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"337.823842\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"342.897032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"342.897032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"66.468449\" xlink:href=\"#m3163eb47da\" y=\"342.897032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"341.205968\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"72.499761\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"72.499761\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"69.484105\" xlink:href=\"#m3163eb47da\" y=\"342.897032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"63.452794\" xlink:href=\"#m3163eb47da\" y=\"353.043411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"342.897032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"342.897032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"66.468449\" xlink:href=\"#m3163eb47da\" y=\"347.970221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"87.578041\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"90.593696\" xlink:href=\"#m3163eb47da\" y=\"347.970221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"63.452794\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"69.484105\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"87.578041\" xlink:href=\"#m3163eb47da\" y=\"341.205968\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"87.578041\" xlink:href=\"#m3163eb47da\" y=\"341.205968\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"63.452794\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"72.499761\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"72.499761\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#m3163eb47da\" y=\"341.205968\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"90.593696\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"87.578041\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"69.484105\" xlink:href=\"#m3163eb47da\" y=\"342.897032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"60.437138\" xlink:href=\"#m3163eb47da\" y=\"347.970221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"63.452794\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"81.546729\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"54.405826\" xlink:href=\"#m3163eb47da\" y=\"351.352347\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"99.640664\" xlink:href=\"#m3163eb47da\" y=\"349.661284\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_20\">\r\n",
       "    <g clip-path=\"url(#p233c6ba90f)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#m49d914ff62\" y=\"275.254505\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"120.750255\" xlink:href=\"#m49d914ff62\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"72.499761\" xlink:href=\"#m49d914ff62\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#m49d914ff62\" y=\"273.563441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"108.687632\" xlink:href=\"#m49d914ff62\" y=\"287.091947\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"99.640664\" xlink:href=\"#m49d914ff62\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"141.859846\" xlink:href=\"#m49d914ff62\" y=\"271.872378\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"156.938126\" xlink:href=\"#m49d914ff62\" y=\"256.65281\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"111.703288\" xlink:href=\"#m49d914ff62\" y=\"288.78301\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"105.671976\" xlink:href=\"#m49d914ff62\" y=\"285.400884\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"147.891158\" xlink:href=\"#m49d914ff62\" y=\"266.799189\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"162.969437\" xlink:href=\"#m49d914ff62\" y=\"261.725999\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"117.734599\" xlink:href=\"#m49d914ff62\" y=\"280.327694\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"117.734599\" xlink:href=\"#m49d914ff62\" y=\"280.327694\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#m49d914ff62\" y=\"275.254505\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"105.671976\" xlink:href=\"#m49d914ff62\" y=\"288.78301\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#m49d914ff62\" y=\"285.400884\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#m49d914ff62\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"156.938126\" xlink:href=\"#m49d914ff62\" y=\"266.799189\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"111.703288\" xlink:href=\"#m49d914ff62\" y=\"278.636631\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"120.750255\" xlink:href=\"#m49d914ff62\" y=\"276.945568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"99.640664\" xlink:href=\"#m49d914ff62\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"132.812879\" xlink:href=\"#m49d914ff62\" y=\"273.563441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"117.734599\" xlink:href=\"#m49d914ff62\" y=\"275.254505\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"141.859846\" xlink:href=\"#m49d914ff62\" y=\"266.799189\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#m49d914ff62\" y=\"271.872378\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#m49d914ff62\" y=\"287.091947\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"132.812879\" xlink:href=\"#m49d914ff62\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#m49d914ff62\" y=\"282.018757\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"99.640664\" xlink:href=\"#m49d914ff62\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"117.734599\" xlink:href=\"#m49d914ff62\" y=\"276.945568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"144.875502\" xlink:href=\"#m49d914ff62\" y=\"263.417062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"138.84419\" xlink:href=\"#m49d914ff62\" y=\"270.181315\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"102.65632\" xlink:href=\"#m49d914ff62\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"108.687632\" xlink:href=\"#m49d914ff62\" y=\"275.254505\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#m49d914ff62\" y=\"275.254505\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"141.859846\" xlink:href=\"#m49d914ff62\" y=\"268.490252\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"156.938126\" xlink:href=\"#m49d914ff62\" y=\"256.65281\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"120.750255\" xlink:href=\"#m49d914ff62\" y=\"282.018757\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"117.734599\" xlink:href=\"#m49d914ff62\" y=\"275.254505\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#m49d914ff62\" y=\"285.400884\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"156.938126\" xlink:href=\"#m49d914ff62\" y=\"253.270683\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"153.92247\" xlink:href=\"#m49d914ff62\" y=\"258.343873\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"93.609352\" xlink:href=\"#m49d914ff62\" y=\"287.091947\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"129.797223\" xlink:href=\"#m49d914ff62\" y=\"270.181315\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#m49d914ff62\" y=\"268.490252\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"129.797223\" xlink:href=\"#m49d914ff62\" y=\"276.945568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"120.750255\" xlink:href=\"#m49d914ff62\" y=\"271.872378\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"132.812879\" xlink:href=\"#m49d914ff62\" y=\"278.636631\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#m49d914ff62\" y=\"273.563441\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_21\">\r\n",
       "    <g clip-path=\"url(#p233c6ba90f)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"105.671976\" xlink:href=\"#mc87cdd8343\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#mc87cdd8343\" y=\"310.766831\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#mc87cdd8343\" y=\"310.766831\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#mc87cdd8343\" y=\"295.547263\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#mc87cdd8343\" y=\"290.474073\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"93.609352\" xlink:href=\"#mc87cdd8343\" y=\"298.929389\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"93.609352\" xlink:href=\"#mc87cdd8343\" y=\"304.002579\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#mc87cdd8343\" y=\"290.474073\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"105.671976\" xlink:href=\"#mc87cdd8343\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"93.609352\" xlink:href=\"#mc87cdd8343\" y=\"309.075768\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"90.593696\" xlink:href=\"#mc87cdd8343\" y=\"302.311515\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"90.593696\" xlink:href=\"#mc87cdd8343\" y=\"307.384705\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"123.765911\" xlink:href=\"#mc87cdd8343\" y=\"295.547263\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#mc87cdd8343\" y=\"300.620452\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"99.640664\" xlink:href=\"#mc87cdd8343\" y=\"300.620452\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"120.750255\" xlink:href=\"#mc87cdd8343\" y=\"292.165136\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"108.687632\" xlink:href=\"#mc87cdd8343\" y=\"290.474073\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"90.593696\" xlink:href=\"#mc87cdd8343\" y=\"295.547263\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"129.797223\" xlink:href=\"#mc87cdd8343\" y=\"288.78301\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"132.812879\" xlink:href=\"#mc87cdd8343\" y=\"287.091947\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"108.687632\" xlink:href=\"#mc87cdd8343\" y=\"290.474073\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#mc87cdd8343\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"99.640664\" xlink:href=\"#mc87cdd8343\" y=\"302.311515\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"135.828535\" xlink:href=\"#mc87cdd8343\" y=\"290.474073\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"87.578041\" xlink:href=\"#mc87cdd8343\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"105.671976\" xlink:href=\"#mc87cdd8343\" y=\"302.311515\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"111.703288\" xlink:href=\"#mc87cdd8343\" y=\"297.238326\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"93.609352\" xlink:href=\"#mc87cdd8343\" y=\"300.620452\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#mc87cdd8343\" y=\"314.148958\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"102.65632\" xlink:href=\"#mc87cdd8343\" y=\"298.929389\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"93.609352\" xlink:href=\"#mc87cdd8343\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"81.546729\" xlink:href=\"#mc87cdd8343\" y=\"304.002579\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"102.65632\" xlink:href=\"#mc87cdd8343\" y=\"288.78301\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"117.734599\" xlink:href=\"#mc87cdd8343\" y=\"297.238326\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"90.593696\" xlink:href=\"#mc87cdd8343\" y=\"305.693642\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"108.687632\" xlink:href=\"#mc87cdd8343\" y=\"292.165136\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"105.671976\" xlink:href=\"#mc87cdd8343\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"117.734599\" xlink:href=\"#mc87cdd8343\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#mc87cdd8343\" y=\"319.222147\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"108.687632\" xlink:href=\"#mc87cdd8343\" y=\"302.311515\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#mc87cdd8343\" y=\"298.929389\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#mc87cdd8343\" y=\"295.547263\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"111.703288\" xlink:href=\"#mc87cdd8343\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"72.499761\" xlink:href=\"#mc87cdd8343\" y=\"314.148958\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#mc87cdd8343\" y=\"285.400884\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#mc87cdd8343\" y=\"287.091947\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#mc87cdd8343\" y=\"298.929389\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"99.640664\" xlink:href=\"#mc87cdd8343\" y=\"304.002579\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"90.593696\" xlink:href=\"#mc87cdd8343\" y=\"302.311515\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"123.765911\" xlink:href=\"#mc87cdd8343\" y=\"292.165136\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_17\">\r\n",
       "    <g id=\"xtick_31\">\r\n",
       "     <g id=\"line2d_59\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"45.358858\" xlink:href=\"#ma0b16e4989\" y=\"358.032047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_32\">\r\n",
       "     <g id=\"line2d_60\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"105.671976\" xlink:href=\"#ma0b16e4989\" y=\"358.032047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_33\">\r\n",
       "     <g id=\"line2d_61\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"165.985093\" xlink:href=\"#ma0b16e4989\" y=\"358.032047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_18\">\r\n",
       "    <g id=\"ytick_29\">\r\n",
       "     <g id=\"line2d_62\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.240625\" xlink:href=\"#m061f5c6d0a\" y=\"336.132779\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_10\">\r\n",
       "      <!-- 2 -->\r\n",
       "      <g transform=\"translate(20.878125 339.931998)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_30\">\r\n",
       "     <g id=\"line2d_63\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.240625\" xlink:href=\"#m061f5c6d0a\" y=\"302.311515\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_11\">\r\n",
       "      <!-- 4 -->\r\n",
       "      <g transform=\"translate(20.878125 306.110734)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_31\">\r\n",
       "     <g id=\"line2d_64\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.240625\" xlink:href=\"#m061f5c6d0a\" y=\"268.490252\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_12\">\r\n",
       "      <!-- 6 -->\r\n",
       "      <g transform=\"translate(20.878125 272.289471)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_13\">\r\n",
       "     <!-- pl -->\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 18.109375 8.203125 \r\n",
       "L 18.109375 -20.796875 \r\n",
       "L 9.078125 -20.796875 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.390625 \r\n",
       "Q 20.953125 51.265625 25.265625 53.625 \r\n",
       "Q 29.59375 56 35.59375 56 \r\n",
       "Q 45.5625 56 51.78125 48.09375 \r\n",
       "Q 58.015625 40.1875 58.015625 27.296875 \r\n",
       "Q 58.015625 14.40625 51.78125 6.484375 \r\n",
       "Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
       "Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
       "Q 20.953125 3.328125 18.109375 8.203125 \r\n",
       "z\r\n",
       "M 48.6875 27.296875 \r\n",
       "Q 48.6875 37.203125 44.609375 42.84375 \r\n",
       "Q 40.53125 48.484375 33.40625 48.484375 \r\n",
       "Q 26.265625 48.484375 22.1875 42.84375 \r\n",
       "Q 18.109375 37.203125 18.109375 27.296875 \r\n",
       "Q 18.109375 17.390625 22.1875 11.75 \r\n",
       "Q 26.265625 6.109375 33.40625 6.109375 \r\n",
       "Q 40.53125 6.109375 44.609375 11.75 \r\n",
       "Q 48.6875 17.390625 48.6875 27.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-112\"/>\r\n",
       "     </defs>\r\n",
       "     <g transform=\"translate(14.798438 307.720328)rotate(-90)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-112\"/>\r\n",
       "      <use x=\"63.476562\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_27\">\r\n",
       "    <path d=\"M 34.240625 358.032047 \r\n",
       "L 34.240625 248.282047 \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_28\">\r\n",
       "    <path d=\"M 34.240625 358.032047 \r\n",
       "L 192.066166 358.032047 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_10\">\r\n",
       "   <g id=\"patch_29\">\r\n",
       "    <path d=\"M 214.334978 358.032047 \r\n",
       "L 372.160519 358.032047 \r\n",
       "L 372.160519 248.282047 \r\n",
       "L 214.334978 248.282047 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_22\">\r\n",
       "    <g clip-path=\"url(#pa92531f052)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"312.233685\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"303.81728\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"337.823842\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m3163eb47da\" y=\"347.970221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"303.81728\" xlink:href=\"#m3163eb47da\" y=\"347.970221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.650089\" xlink:href=\"#m3163eb47da\" y=\"347.970221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"308.025483\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m3163eb47da\" y=\"349.661284\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"312.233685\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m3163eb47da\" y=\"347.970221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"316.441887\" xlink:href=\"#m3163eb47da\" y=\"337.823842\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"342.897032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"316.441887\" xlink:href=\"#m3163eb47da\" y=\"342.897032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m3163eb47da\" y=\"342.897032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"295.400876\" xlink:href=\"#m3163eb47da\" y=\"341.205968\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"316.441887\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"342.897032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"308.025483\" xlink:href=\"#m3163eb47da\" y=\"353.043411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"303.81728\" xlink:href=\"#m3163eb47da\" y=\"342.897032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"341.6911\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m3163eb47da\" y=\"342.897032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m3163eb47da\" y=\"347.970221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"303.81728\" xlink:href=\"#m3163eb47da\" y=\"347.970221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.650089\" xlink:href=\"#m3163eb47da\" y=\"341.205968\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"341.205968\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"303.81728\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"316.441887\" xlink:href=\"#m3163eb47da\" y=\"341.205968\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"333.274696\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"295.400876\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"312.233685\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m3163eb47da\" y=\"342.897032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"253.318854\" xlink:href=\"#m3163eb47da\" y=\"347.970221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"329.066494\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m3163eb47da\" y=\"351.352347\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"324.858291\" xlink:href=\"#m3163eb47da\" y=\"349.661284\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"303.81728\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_23\">\r\n",
       "    <g clip-path=\"url(#pa92531f052)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m49d914ff62\" y=\"275.254505\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m49d914ff62\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#m49d914ff62\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"295.400876\" xlink:href=\"#m49d914ff62\" y=\"273.563441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"287.091947\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"271.872378\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"256.65281\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"288.78301\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"249.110652\" xlink:href=\"#m49d914ff62\" y=\"285.400884\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"266.799189\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"316.441887\" xlink:href=\"#m49d914ff62\" y=\"261.725999\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m49d914ff62\" y=\"280.327694\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#m49d914ff62\" y=\"280.327694\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m49d914ff62\" y=\"275.254505\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"288.78301\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#m49d914ff62\" y=\"285.400884\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"266.799189\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m49d914ff62\" y=\"278.636631\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"276.945568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#m49d914ff62\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m49d914ff62\" y=\"273.563441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"275.254505\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"308.025483\" xlink:href=\"#m49d914ff62\" y=\"266.799189\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#m49d914ff62\" y=\"271.872378\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#m49d914ff62\" y=\"287.091947\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m49d914ff62\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"282.018757\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#m49d914ff62\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m49d914ff62\" y=\"276.945568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#m49d914ff62\" y=\"263.417062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"270.181315\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"265.943461\" xlink:href=\"#m49d914ff62\" y=\"275.254505\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#m49d914ff62\" y=\"275.254505\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m49d914ff62\" y=\"268.490252\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"316.441887\" xlink:href=\"#m49d914ff62\" y=\"256.65281\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"282.018757\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"275.254505\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#m49d914ff62\" y=\"285.400884\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"265.943461\" xlink:href=\"#m49d914ff62\" y=\"253.270683\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"258.343873\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"287.091947\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m49d914ff62\" y=\"270.181315\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"295.400876\" xlink:href=\"#m49d914ff62\" y=\"268.490252\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"276.945568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"271.872378\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m49d914ff62\" y=\"278.636631\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"295.400876\" xlink:href=\"#m49d914ff62\" y=\"273.563441\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_24\">\r\n",
       "    <g clip-path=\"url(#pa92531f052)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#mc87cdd8343\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"265.943461\" xlink:href=\"#mc87cdd8343\" y=\"310.766831\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"240.694247\" xlink:href=\"#mc87cdd8343\" y=\"310.766831\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#mc87cdd8343\" y=\"295.547263\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#mc87cdd8343\" y=\"290.474073\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#mc87cdd8343\" y=\"298.929389\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#mc87cdd8343\" y=\"304.002579\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"295.400876\" xlink:href=\"#mc87cdd8343\" y=\"290.474073\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#mc87cdd8343\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#mc87cdd8343\" y=\"309.075768\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#mc87cdd8343\" y=\"302.311515\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"257.527056\" xlink:href=\"#mc87cdd8343\" y=\"307.384705\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"295.547263\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#mc87cdd8343\" y=\"300.620452\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#mc87cdd8343\" y=\"300.620452\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#mc87cdd8343\" y=\"292.165136\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#mc87cdd8343\" y=\"290.474073\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"265.943461\" xlink:href=\"#mc87cdd8343\" y=\"295.547263\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#mc87cdd8343\" y=\"288.78301\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#mc87cdd8343\" y=\"287.091947\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#mc87cdd8343\" y=\"290.474073\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#mc87cdd8343\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"265.943461\" xlink:href=\"#mc87cdd8343\" y=\"302.311515\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#mc87cdd8343\" y=\"290.474073\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"249.110652\" xlink:href=\"#mc87cdd8343\" y=\"302.311515\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#mc87cdd8343\" y=\"297.238326\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"300.620452\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"253.318854\" xlink:href=\"#mc87cdd8343\" y=\"314.148958\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"298.929389\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#mc87cdd8343\" y=\"304.002579\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#mc87cdd8343\" y=\"288.78301\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#mc87cdd8343\" y=\"297.238326\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"257.527056\" xlink:href=\"#mc87cdd8343\" y=\"305.693642\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"292.165136\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#mc87cdd8343\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#mc87cdd8343\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#mc87cdd8343\" y=\"319.222147\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#mc87cdd8343\" y=\"302.311515\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#mc87cdd8343\" y=\"298.929389\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"253.318854\" xlink:href=\"#mc87cdd8343\" y=\"295.547263\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"249.110652\" xlink:href=\"#mc87cdd8343\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"257.527056\" xlink:href=\"#mc87cdd8343\" y=\"314.148958\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"285.400884\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#mc87cdd8343\" y=\"287.091947\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"298.929389\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#mc87cdd8343\" y=\"304.002579\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"253.318854\" xlink:href=\"#mc87cdd8343\" y=\"302.311515\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#mc87cdd8343\" y=\"292.165136\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_19\">\r\n",
       "    <g id=\"xtick_34\">\r\n",
       "     <g id=\"line2d_65\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"240.694247\" xlink:href=\"#ma0b16e4989\" y=\"358.032047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_35\">\r\n",
       "     <g id=\"line2d_66\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"282.776269\" xlink:href=\"#ma0b16e4989\" y=\"358.032047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_36\">\r\n",
       "     <g id=\"line2d_67\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"324.858291\" xlink:href=\"#ma0b16e4989\" y=\"358.032047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_37\">\r\n",
       "     <g id=\"line2d_68\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"366.940314\" xlink:href=\"#ma0b16e4989\" y=\"358.032047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_20\">\r\n",
       "    <g id=\"ytick_32\">\r\n",
       "     <g id=\"line2d_69\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"214.334978\" xlink:href=\"#m061f5c6d0a\" y=\"336.132779\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_33\">\r\n",
       "     <g id=\"line2d_70\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"214.334978\" xlink:href=\"#m061f5c6d0a\" y=\"302.311515\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_34\">\r\n",
       "     <g id=\"line2d_71\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"214.334978\" xlink:href=\"#m061f5c6d0a\" y=\"268.490252\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_30\">\r\n",
       "    <path d=\"M 214.334978 358.032047 \r\n",
       "L 214.334978 248.282047 \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_31\">\r\n",
       "    <path d=\"M 214.334978 358.032047 \r\n",
       "L 372.160519 358.032047 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_11\">\r\n",
       "   <g id=\"patch_32\">\r\n",
       "    <path d=\"M 394.429331 358.032047 \r\n",
       "L 552.254872 358.032047 \r\n",
       "L 552.254872 248.282047 \r\n",
       "L 394.429331 248.282047 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_21\">\r\n",
       "    <g id=\"xtick_38\">\r\n",
       "     <g id=\"line2d_72\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"426.350983\" xlink:href=\"#ma0b16e4989\" y=\"358.032047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_39\">\r\n",
       "     <g id=\"line2d_73\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"467.9973\" xlink:href=\"#ma0b16e4989\" y=\"358.032047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_40\">\r\n",
       "     <g id=\"line2d_74\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"509.643617\" xlink:href=\"#ma0b16e4989\" y=\"358.032047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_41\">\r\n",
       "     <g id=\"line2d_75\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"551.289935\" xlink:href=\"#ma0b16e4989\" y=\"358.032047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_22\">\r\n",
       "    <g id=\"ytick_35\">\r\n",
       "     <g id=\"line2d_76\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"394.429331\" xlink:href=\"#m061f5c6d0a\" y=\"336.132779\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_36\">\r\n",
       "     <g id=\"line2d_77\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"394.429331\" xlink:href=\"#m061f5c6d0a\" y=\"302.311515\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_37\">\r\n",
       "     <g id=\"line2d_78\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"394.429331\" xlink:href=\"#m061f5c6d0a\" y=\"268.490252\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_33\">\r\n",
       "    <path d=\"M 394.429331 358.032047 \r\n",
       "L 394.429331 248.282047 \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_34\">\r\n",
       "    <path d=\"M 394.429331 358.032047 \r\n",
       "L 552.254872 358.032047 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_12\">\r\n",
       "   <g id=\"patch_35\">\r\n",
       "    <path d=\"M 574.523684 358.032047 \r\n",
       "L 732.349225 358.032047 \r\n",
       "L 732.349225 248.282047 \r\n",
       "L 574.523684 248.282047 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_25\">\r\n",
       "    <g clip-path=\"url(#pfe0ff4cfe8)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"601.821834\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"587.013654\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"337.823842\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"347.970221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"596.885774\" xlink:href=\"#m3163eb47da\" y=\"347.970221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"601.821834\" xlink:href=\"#m3163eb47da\" y=\"347.970221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"349.661284\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"347.970221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"601.821834\" xlink:href=\"#m3163eb47da\" y=\"337.823842\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"601.821834\" xlink:href=\"#m3163eb47da\" y=\"342.897032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"342.897032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"342.897032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"606.757895\" xlink:href=\"#m3163eb47da\" y=\"341.205968\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"587.013654\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"596.885774\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"342.897032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"353.043411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"611.693955\" xlink:href=\"#m3163eb47da\" y=\"342.897032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"601.821834\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"342.897032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"347.970221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"601.821834\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"347.970221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"596.885774\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"601.821834\" xlink:href=\"#m3163eb47da\" y=\"341.205968\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"341.205968\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"587.013654\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"587.013654\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"596.885774\" xlink:href=\"#m3163eb47da\" y=\"341.205968\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"342.897032\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"596.885774\" xlink:href=\"#m3163eb47da\" y=\"347.970221\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"596.885774\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"587.013654\" xlink:href=\"#m3163eb47da\" y=\"344.588095\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"587.013654\" xlink:href=\"#m3163eb47da\" y=\"351.352347\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"591.949714\" xlink:href=\"#m3163eb47da\" y=\"349.661284\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"596.885774\" xlink:href=\"#m3163eb47da\" y=\"346.279158\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_26\">\r\n",
       "    <g clip-path=\"url(#pfe0ff4cfe8)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"700.543036\" xlink:href=\"#m49d914ff62\" y=\"275.254505\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"680.798795\" xlink:href=\"#m49d914ff62\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"665.990615\" xlink:href=\"#m49d914ff62\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"705.479096\" xlink:href=\"#m49d914ff62\" y=\"273.563441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"287.091947\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"700.543036\" xlink:href=\"#m49d914ff62\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"661.054555\" xlink:href=\"#m49d914ff62\" y=\"271.872378\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"680.798795\" xlink:href=\"#m49d914ff62\" y=\"256.65281\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"288.78301\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#m49d914ff62\" y=\"285.400884\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"675.862735\" xlink:href=\"#m49d914ff62\" y=\"266.799189\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"680.798795\" xlink:href=\"#m49d914ff62\" y=\"261.725999\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"280.327694\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"675.862735\" xlink:href=\"#m49d914ff62\" y=\"280.327694\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"700.543036\" xlink:href=\"#m49d914ff62\" y=\"275.254505\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"288.78301\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"675.862735\" xlink:href=\"#m49d914ff62\" y=\"285.400884\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#m49d914ff62\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"266.799189\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"278.636631\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"276.945568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"675.862735\" xlink:href=\"#m49d914ff62\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"273.563441\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"690.670916\" xlink:href=\"#m49d914ff62\" y=\"275.254505\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"705.479096\" xlink:href=\"#m49d914ff62\" y=\"266.799189\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"271.872378\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"287.091947\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"282.018757\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"675.862735\" xlink:href=\"#m49d914ff62\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"276.945568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"263.417062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"685.734855\" xlink:href=\"#m49d914ff62\" y=\"270.181315\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#m49d914ff62\" y=\"275.254505\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"275.254505\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#m49d914ff62\" y=\"268.490252\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"690.670916\" xlink:href=\"#m49d914ff62\" y=\"256.65281\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"680.798795\" xlink:href=\"#m49d914ff62\" y=\"282.018757\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"685.734855\" xlink:href=\"#m49d914ff62\" y=\"275.254505\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"680.798795\" xlink:href=\"#m49d914ff62\" y=\"285.400884\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"253.270683\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"685.734855\" xlink:href=\"#m49d914ff62\" y=\"258.343873\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"680.798795\" xlink:href=\"#m49d914ff62\" y=\"287.091947\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"695.606976\" xlink:href=\"#m49d914ff62\" y=\"270.181315\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"705.479096\" xlink:href=\"#m49d914ff62\" y=\"268.490252\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"685.734855\" xlink:href=\"#m49d914ff62\" y=\"276.945568\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"690.670916\" xlink:href=\"#m49d914ff62\" y=\"271.872378\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"685.734855\" xlink:href=\"#m49d914ff62\" y=\"278.636631\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"685.734855\" xlink:href=\"#m49d914ff62\" y=\"273.563441\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_27\">\r\n",
       "    <g clip-path=\"url(#pfe0ff4cfe8)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"661.054555\" xlink:href=\"#mc87cdd8343\" y=\"283.709821\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"631.438195\" xlink:href=\"#mc87cdd8343\" y=\"310.766831\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"631.438195\" xlink:href=\"#mc87cdd8343\" y=\"310.766831\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#mc87cdd8343\" y=\"295.547263\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"290.474073\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"298.929389\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"636.374255\" xlink:href=\"#mc87cdd8343\" y=\"304.002579\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"661.054555\" xlink:href=\"#mc87cdd8343\" y=\"290.474073\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"309.075768\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"302.311515\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"631.438195\" xlink:href=\"#mc87cdd8343\" y=\"307.384705\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#mc87cdd8343\" y=\"295.547263\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"300.620452\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"631.438195\" xlink:href=\"#mc87cdd8343\" y=\"300.620452\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"292.165136\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"641.310315\" xlink:href=\"#mc87cdd8343\" y=\"290.474073\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"641.310315\" xlink:href=\"#mc87cdd8343\" y=\"295.547263\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#mc87cdd8343\" y=\"288.78301\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"287.091947\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#mc87cdd8343\" y=\"290.474073\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"641.310315\" xlink:href=\"#mc87cdd8343\" y=\"302.311515\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#mc87cdd8343\" y=\"290.474073\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"631.438195\" xlink:href=\"#mc87cdd8343\" y=\"302.311515\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"297.238326\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"300.620452\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"631.438195\" xlink:href=\"#mc87cdd8343\" y=\"314.148958\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"298.929389\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#mc87cdd8343\" y=\"304.002579\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"670.926675\" xlink:href=\"#mc87cdd8343\" y=\"288.78301\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"297.238326\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"636.374255\" xlink:href=\"#mc87cdd8343\" y=\"305.693642\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"651.182435\" xlink:href=\"#mc87cdd8343\" y=\"292.165136\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"661.054555\" xlink:href=\"#mc87cdd8343\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"636.374255\" xlink:href=\"#mc87cdd8343\" y=\"319.222147\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"302.311515\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"298.929389\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"295.547263\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"293.8562\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"631.438195\" xlink:href=\"#mc87cdd8343\" y=\"314.148958\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"665.990615\" xlink:href=\"#mc87cdd8343\" y=\"285.400884\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"656.118495\" xlink:href=\"#mc87cdd8343\" y=\"287.091947\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"641.310315\" xlink:href=\"#mc87cdd8343\" y=\"298.929389\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"641.310315\" xlink:href=\"#mc87cdd8343\" y=\"304.002579\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"302.311515\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"646.246375\" xlink:href=\"#mc87cdd8343\" y=\"292.165136\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_23\">\r\n",
       "    <g id=\"xtick_42\">\r\n",
       "     <g id=\"line2d_79\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"582.077594\" xlink:href=\"#ma0b16e4989\" y=\"358.032047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_43\">\r\n",
       "     <g id=\"line2d_80\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"631.438195\" xlink:href=\"#ma0b16e4989\" y=\"358.032047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_44\">\r\n",
       "     <g id=\"line2d_81\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"680.798795\" xlink:href=\"#ma0b16e4989\" y=\"358.032047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_45\">\r\n",
       "     <g id=\"line2d_82\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"730.159396\" xlink:href=\"#ma0b16e4989\" y=\"358.032047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_24\">\r\n",
       "    <g id=\"ytick_38\">\r\n",
       "     <g id=\"line2d_83\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"574.523684\" xlink:href=\"#m061f5c6d0a\" y=\"336.132779\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_39\">\r\n",
       "     <g id=\"line2d_84\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"574.523684\" xlink:href=\"#m061f5c6d0a\" y=\"302.311515\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_40\">\r\n",
       "     <g id=\"line2d_85\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"574.523684\" xlink:href=\"#m061f5c6d0a\" y=\"268.490252\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_36\">\r\n",
       "    <path d=\"M 574.523684 358.032047 \r\n",
       "L 574.523684 248.282047 \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_37\">\r\n",
       "    <path d=\"M 574.523684 358.032047 \r\n",
       "L 732.349225 358.032047 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_13\">\r\n",
       "   <g id=\"patch_38\">\r\n",
       "    <path d=\"M 34.240625 477.782047 \r\n",
       "L 192.066166 477.782047 \r\n",
       "L 192.066166 368.032047 \r\n",
       "L 34.240625 368.032047 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_28\">\r\n",
       "    <g clip-path=\"url(#pb0b32ac76b)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"81.546729\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"460.32182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"81.546729\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"69.484105\" xlink:href=\"#m3163eb47da\" y=\"472.793411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"69.484105\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"57.421482\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"57.421482\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"464.479017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"87.578041\" xlink:href=\"#m3163eb47da\" y=\"460.32182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"84.562385\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"57.421482\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"460.32182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"460.32182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"66.468449\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"456.164623\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"72.499761\" xlink:href=\"#m3163eb47da\" y=\"472.793411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"464.479017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"72.499761\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"69.484105\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"63.452794\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"452.007426\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#m3163eb47da\" y=\"460.32182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"66.468449\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"87.578041\" xlink:href=\"#m3163eb47da\" y=\"460.32182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"90.593696\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"63.452794\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"69.484105\" xlink:href=\"#m3163eb47da\" y=\"464.479017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"87.578041\" xlink:href=\"#m3163eb47da\" y=\"460.32182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"87.578041\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"63.452794\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"72.499761\" xlink:href=\"#m3163eb47da\" y=\"472.793411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"72.499761\" xlink:href=\"#m3163eb47da\" y=\"472.793411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#m3163eb47da\" y=\"464.479017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"90.593696\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"87.578041\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"69.484105\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"60.437138\" xlink:href=\"#m3163eb47da\" y=\"464.479017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"63.452794\" xlink:href=\"#m3163eb47da\" y=\"464.479017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"81.546729\" xlink:href=\"#m3163eb47da\" y=\"472.793411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"54.405826\" xlink:href=\"#m3163eb47da\" y=\"472.793411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"99.640664\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#m3163eb47da\" y=\"464.479017\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_29\">\r\n",
       "    <g clip-path=\"url(#pb0b32ac76b)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#m49d914ff62\" y=\"377.17788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"120.750255\" xlink:href=\"#m49d914ff62\" y=\"393.806668\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"72.499761\" xlink:href=\"#m49d914ff62\" y=\"406.278259\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#m49d914ff62\" y=\"373.020683\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"108.687632\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"99.640664\" xlink:href=\"#m49d914ff62\" y=\"377.17788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"141.859846\" xlink:href=\"#m49d914ff62\" y=\"410.435456\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"156.938126\" xlink:href=\"#m49d914ff62\" y=\"393.806668\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"111.703288\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"105.671976\" xlink:href=\"#m49d914ff62\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"147.891158\" xlink:href=\"#m49d914ff62\" y=\"397.963865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"162.969437\" xlink:href=\"#m49d914ff62\" y=\"393.806668\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"117.734599\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"117.734599\" xlink:href=\"#m49d914ff62\" y=\"397.963865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#m49d914ff62\" y=\"377.17788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"105.671976\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#m49d914ff62\" y=\"397.963865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#m49d914ff62\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"156.938126\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"111.703288\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"120.750255\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"99.640664\" xlink:href=\"#m49d914ff62\" y=\"397.963865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"132.812879\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"117.734599\" xlink:href=\"#m49d914ff62\" y=\"385.492274\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"141.859846\" xlink:href=\"#m49d914ff62\" y=\"373.020683\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"132.812879\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"99.640664\" xlink:href=\"#m49d914ff62\" y=\"397.963865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"117.734599\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"144.875502\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"138.84419\" xlink:href=\"#m49d914ff62\" y=\"389.649471\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"102.65632\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"108.687632\" xlink:href=\"#m49d914ff62\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"141.859846\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"156.938126\" xlink:href=\"#m49d914ff62\" y=\"385.492274\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"120.750255\" xlink:href=\"#m49d914ff62\" y=\"393.806668\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"117.734599\" xlink:href=\"#m49d914ff62\" y=\"389.649471\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#m49d914ff62\" y=\"393.806668\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"156.938126\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"153.92247\" xlink:href=\"#m49d914ff62\" y=\"389.649471\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"93.609352\" xlink:href=\"#m49d914ff62\" y=\"393.806668\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"129.797223\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#m49d914ff62\" y=\"373.020683\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"129.797223\" xlink:href=\"#m49d914ff62\" y=\"389.649471\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"120.750255\" xlink:href=\"#m49d914ff62\" y=\"385.492274\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"132.812879\" xlink:href=\"#m49d914ff62\" y=\"389.649471\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#m49d914ff62\" y=\"389.649471\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_30\">\r\n",
       "    <g clip-path=\"url(#pb0b32ac76b)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"105.671976\" xlink:href=\"#mc87cdd8343\" y=\"410.435456\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#mc87cdd8343\" y=\"435.378638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#mc87cdd8343\" y=\"435.378638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#mc87cdd8343\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"93.609352\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"93.609352\" xlink:href=\"#mc87cdd8343\" y=\"431.221441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#mc87cdd8343\" y=\"410.435456\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"105.671976\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"93.609352\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"90.593696\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"90.593696\" xlink:href=\"#mc87cdd8343\" y=\"435.378638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"123.765911\" xlink:href=\"#mc87cdd8343\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"99.640664\" xlink:href=\"#mc87cdd8343\" y=\"435.378638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"120.750255\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"108.687632\" xlink:href=\"#mc87cdd8343\" y=\"427.064244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"90.593696\" xlink:href=\"#mc87cdd8343\" y=\"427.064244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"129.797223\" xlink:href=\"#mc87cdd8343\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"132.812879\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"108.687632\" xlink:href=\"#mc87cdd8343\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"99.640664\" xlink:href=\"#mc87cdd8343\" y=\"427.064244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"135.828535\" xlink:href=\"#mc87cdd8343\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"87.578041\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"105.671976\" xlink:href=\"#mc87cdd8343\" y=\"435.378638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"111.703288\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"93.609352\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"75.515417\" xlink:href=\"#mc87cdd8343\" y=\"435.378638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"102.65632\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"93.609352\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"81.546729\" xlink:href=\"#mc87cdd8343\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"102.65632\" xlink:href=\"#mc87cdd8343\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"117.734599\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"90.593696\" xlink:href=\"#mc87cdd8343\" y=\"431.221441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"108.687632\" xlink:href=\"#mc87cdd8343\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"105.671976\" xlink:href=\"#mc87cdd8343\" y=\"410.435456\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"117.734599\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"78.531073\" xlink:href=\"#mc87cdd8343\" y=\"431.221441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"108.687632\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"111.703288\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"72.499761\" xlink:href=\"#mc87cdd8343\" y=\"435.378638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"126.781567\" xlink:href=\"#mc87cdd8343\" y=\"406.278259\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"114.718943\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"96.625008\" xlink:href=\"#mc87cdd8343\" y=\"427.064244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"99.640664\" xlink:href=\"#mc87cdd8343\" y=\"427.064244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"90.593696\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"123.765911\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_25\">\r\n",
       "    <g id=\"xtick_46\">\r\n",
       "     <g id=\"line2d_86\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"45.358858\" xlink:href=\"#ma0b16e4989\" y=\"477.782047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_14\">\r\n",
       "      <!-- 4 -->\r\n",
       "      <g transform=\"translate(42.177608 492.380485)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_47\">\r\n",
       "     <g id=\"line2d_87\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"105.671976\" xlink:href=\"#ma0b16e4989\" y=\"477.782047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_15\">\r\n",
       "      <!-- 6 -->\r\n",
       "      <g transform=\"translate(102.490726 492.380485)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_48\">\r\n",
       "     <g id=\"line2d_88\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"165.985093\" xlink:href=\"#ma0b16e4989\" y=\"477.782047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_16\">\r\n",
       "      <!-- 8 -->\r\n",
       "      <g transform=\"translate(162.803843 492.380485)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-56\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_17\">\r\n",
       "     <!-- sl -->\r\n",
       "     <g transform=\"translate(109.159645 506.05861)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"52.099609\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_26\">\r\n",
       "    <g id=\"ytick_41\">\r\n",
       "     <g id=\"line2d_89\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.240625\" xlink:href=\"#m061f5c6d0a\" y=\"476.950608\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_18\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 31.78125 66.40625 \r\n",
       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
       "Q 16.5 51.421875 16.5 36.375 \r\n",
       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
       "Q 47.125 21.390625 47.125 36.375 \r\n",
       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
       "z\r\n",
       "M 31.78125 74.21875 \r\n",
       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-48\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 480.749826)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_42\">\r\n",
       "     <g id=\"line2d_90\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.240625\" xlink:href=\"#m061f5c6d0a\" y=\"435.378638\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_19\">\r\n",
       "      <!-- 1 -->\r\n",
       "      <defs>\r\n",
       "       <path d=\"M 12.40625 8.296875 \r\n",
       "L 28.515625 8.296875 \r\n",
       "L 28.515625 63.921875 \r\n",
       "L 10.984375 60.40625 \r\n",
       "L 10.984375 69.390625 \r\n",
       "L 28.421875 72.90625 \r\n",
       "L 38.28125 72.90625 \r\n",
       "L 38.28125 8.296875 \r\n",
       "L 54.390625 8.296875 \r\n",
       "L 54.390625 0 \r\n",
       "L 12.40625 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-49\"/>\r\n",
       "      </defs>\r\n",
       "      <g transform=\"translate(20.878125 439.177857)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_43\">\r\n",
       "     <g id=\"line2d_91\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.240625\" xlink:href=\"#m061f5c6d0a\" y=\"393.806668\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_20\">\r\n",
       "      <!-- 2 -->\r\n",
       "      <g transform=\"translate(20.878125 397.605887)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_21\">\r\n",
       "     <!-- pw -->\r\n",
       "     <g transform=\"translate(14.798438 430.170328)rotate(-90)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-112\"/>\r\n",
       "      <use x=\"63.476562\" xlink:href=\"#DejaVuSans-119\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_39\">\r\n",
       "    <path d=\"M 34.240625 477.782047 \r\n",
       "L 34.240625 368.032047 \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_40\">\r\n",
       "    <path d=\"M 34.240625 477.782047 \r\n",
       "L 192.066166 477.782047 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_14\">\r\n",
       "   <g id=\"patch_41\">\r\n",
       "    <path d=\"M 214.334978 477.782047 \r\n",
       "L 372.160519 477.782047 \r\n",
       "L 372.160519 368.032047 \r\n",
       "L 214.334978 368.032047 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_31\">\r\n",
       "    <g clip-path=\"url(#pfd26fdedb8)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"312.233685\" xlink:href=\"#m3163eb47da\" y=\"460.32182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"303.81728\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m3163eb47da\" y=\"472.793411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"303.81728\" xlink:href=\"#m3163eb47da\" y=\"464.479017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.650089\" xlink:href=\"#m3163eb47da\" y=\"460.32182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"308.025483\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"312.233685\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"316.441887\" xlink:href=\"#m3163eb47da\" y=\"460.32182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"460.32182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"316.441887\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"295.400876\" xlink:href=\"#m3163eb47da\" y=\"456.164623\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m3163eb47da\" y=\"472.793411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"316.441887\" xlink:href=\"#m3163eb47da\" y=\"464.479017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"308.025483\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"303.81728\" xlink:href=\"#m3163eb47da\" y=\"452.007426\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"341.6911\" xlink:href=\"#m3163eb47da\" y=\"460.32182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"460.32182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"303.81728\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m3163eb47da\" y=\"464.479017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"320.650089\" xlink:href=\"#m3163eb47da\" y=\"460.32182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"303.81728\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m3163eb47da\" y=\"472.793411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m3163eb47da\" y=\"472.793411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"316.441887\" xlink:href=\"#m3163eb47da\" y=\"464.479017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"333.274696\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"295.400876\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"312.233685\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"253.318854\" xlink:href=\"#m3163eb47da\" y=\"464.479017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m3163eb47da\" y=\"464.479017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"329.066494\" xlink:href=\"#m3163eb47da\" y=\"472.793411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m3163eb47da\" y=\"472.793411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"324.858291\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"303.81728\" xlink:href=\"#m3163eb47da\" y=\"464.479017\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_32\">\r\n",
       "    <g clip-path=\"url(#pfd26fdedb8)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m49d914ff62\" y=\"377.17788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m49d914ff62\" y=\"393.806668\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#m49d914ff62\" y=\"406.278259\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"295.400876\" xlink:href=\"#m49d914ff62\" y=\"373.020683\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"377.17788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"410.435456\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"393.806668\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"249.110652\" xlink:href=\"#m49d914ff62\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"397.963865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"316.441887\" xlink:href=\"#m49d914ff62\" y=\"393.806668\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#m49d914ff62\" y=\"397.963865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m49d914ff62\" y=\"377.17788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#m49d914ff62\" y=\"397.963865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#m49d914ff62\" y=\"397.963865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"385.492274\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"308.025483\" xlink:href=\"#m49d914ff62\" y=\"373.020683\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#m49d914ff62\" y=\"397.963865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"389.649471\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"265.943461\" xlink:href=\"#m49d914ff62\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"316.441887\" xlink:href=\"#m49d914ff62\" y=\"385.492274\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"393.806668\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"389.649471\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#m49d914ff62\" y=\"393.806668\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"265.943461\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"389.649471\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#m49d914ff62\" y=\"393.806668\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"295.400876\" xlink:href=\"#m49d914ff62\" y=\"373.020683\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"389.649471\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#m49d914ff62\" y=\"385.492274\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#m49d914ff62\" y=\"389.649471\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"295.400876\" xlink:href=\"#m49d914ff62\" y=\"389.649471\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_33\">\r\n",
       "    <g clip-path=\"url(#pfd26fdedb8)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#mc87cdd8343\" y=\"410.435456\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"265.943461\" xlink:href=\"#mc87cdd8343\" y=\"435.378638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"240.694247\" xlink:href=\"#mc87cdd8343\" y=\"435.378638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#mc87cdd8343\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#mc87cdd8343\" y=\"431.221441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"295.400876\" xlink:href=\"#mc87cdd8343\" y=\"410.435456\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"257.527056\" xlink:href=\"#mc87cdd8343\" y=\"435.378638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#mc87cdd8343\" y=\"435.378638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#mc87cdd8343\" y=\"427.064244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"265.943461\" xlink:href=\"#mc87cdd8343\" y=\"427.064244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#mc87cdd8343\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"286.984472\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#mc87cdd8343\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"265.943461\" xlink:href=\"#mc87cdd8343\" y=\"427.064244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#mc87cdd8343\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"249.110652\" xlink:href=\"#mc87cdd8343\" y=\"435.378638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"253.318854\" xlink:href=\"#mc87cdd8343\" y=\"435.378638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#mc87cdd8343\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#mc87cdd8343\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"257.527056\" xlink:href=\"#mc87cdd8343\" y=\"431.221441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"299.609078\" xlink:href=\"#mc87cdd8343\" y=\"410.435456\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"291.192674\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#mc87cdd8343\" y=\"431.221441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"274.359865\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"253.318854\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"249.110652\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"257.527056\" xlink:href=\"#mc87cdd8343\" y=\"435.378638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"406.278259\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"261.735258\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"282.776269\" xlink:href=\"#mc87cdd8343\" y=\"427.064244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"270.151663\" xlink:href=\"#mc87cdd8343\" y=\"427.064244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"253.318854\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"278.568067\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_27\">\r\n",
       "    <g id=\"xtick_49\">\r\n",
       "     <g id=\"line2d_92\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"240.694247\" xlink:href=\"#ma0b16e4989\" y=\"477.782047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_22\">\r\n",
       "      <!-- 2 -->\r\n",
       "      <g transform=\"translate(237.512997 492.380485)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_50\">\r\n",
       "     <g id=\"line2d_93\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"282.776269\" xlink:href=\"#ma0b16e4989\" y=\"477.782047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_23\">\r\n",
       "      <!-- 3 -->\r\n",
       "      <g transform=\"translate(279.595019 492.380485)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-51\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_51\">\r\n",
       "     <g id=\"line2d_94\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"324.858291\" xlink:href=\"#ma0b16e4989\" y=\"477.782047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_24\">\r\n",
       "      <!-- 4 -->\r\n",
       "      <g transform=\"translate(321.677041 492.380485)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_52\">\r\n",
       "     <g id=\"line2d_95\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"366.940314\" xlink:href=\"#ma0b16e4989\" y=\"477.782047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_25\">\r\n",
       "      <!-- 5 -->\r\n",
       "      <g transform=\"translate(363.759064 492.380485)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_26\">\r\n",
       "     <!-- sw -->\r\n",
       "     <g transform=\"translate(286.553998 506.05861)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "      <use x=\"52.099609\" xlink:href=\"#DejaVuSans-119\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_28\">\r\n",
       "    <g id=\"ytick_44\">\r\n",
       "     <g id=\"line2d_96\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"214.334978\" xlink:href=\"#m061f5c6d0a\" y=\"476.950608\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_45\">\r\n",
       "     <g id=\"line2d_97\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"214.334978\" xlink:href=\"#m061f5c6d0a\" y=\"435.378638\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_46\">\r\n",
       "     <g id=\"line2d_98\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"214.334978\" xlink:href=\"#m061f5c6d0a\" y=\"393.806668\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_42\">\r\n",
       "    <path d=\"M 214.334978 477.782047 \r\n",
       "L 214.334978 368.032047 \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_43\">\r\n",
       "    <path d=\"M 214.334978 477.782047 \r\n",
       "L 372.160519 477.782047 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_15\">\r\n",
       "   <g id=\"patch_44\">\r\n",
       "    <path d=\"M 394.429331 477.782047 \r\n",
       "L 552.254872 477.782047 \r\n",
       "L 552.254872 368.032047 \r\n",
       "L 394.429331 368.032047 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_34\">\r\n",
       "    <g clip-path=\"url(#p996cb58486)\">\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"460.32182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"472.793411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"424.268667\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"411.774771\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"411.774771\" xlink:href=\"#m3163eb47da\" y=\"464.479017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"411.774771\" xlink:href=\"#m3163eb47da\" y=\"460.32182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"409.692456\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"411.774771\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"424.268667\" xlink:href=\"#m3163eb47da\" y=\"460.32182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"418.021719\" xlink:href=\"#m3163eb47da\" y=\"460.32182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"418.021719\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"418.021719\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"420.104035\" xlink:href=\"#m3163eb47da\" y=\"456.164623\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"472.793411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"464.479017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"418.021719\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"405.527824\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"418.021719\" xlink:href=\"#m3163eb47da\" y=\"452.007426\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"460.32182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"418.021719\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"411.774771\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"460.32182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"411.774771\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"464.479017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"420.104035\" xlink:href=\"#m3163eb47da\" y=\"460.32182\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"420.104035\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"472.793411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"472.793411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"420.104035\" xlink:href=\"#m3163eb47da\" y=\"464.479017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"418.021719\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"411.774771\" xlink:href=\"#m3163eb47da\" y=\"464.479017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"464.479017\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"415.939403\" xlink:href=\"#m3163eb47da\" y=\"472.793411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"407.61014\" xlink:href=\"#m3163eb47da\" y=\"472.793411\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"409.692456\" xlink:href=\"#m3163eb47da\" y=\"468.636214\"/>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"413.857087\" xlink:href=\"#m3163eb47da\" y=\"464.479017\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_35\">\r\n",
       "    <g clip-path=\"url(#p996cb58486)\">\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"501.314354\" xlink:href=\"#m49d914ff62\" y=\"377.17788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#m49d914ff62\" y=\"393.806668\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#m49d914ff62\" y=\"406.278259\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"503.39667\" xlink:href=\"#m49d914ff62\" y=\"373.020683\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"486.738143\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#m49d914ff62\" y=\"377.17788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"505.478986\" xlink:href=\"#m49d914ff62\" y=\"410.435456\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"524.219829\" xlink:href=\"#m49d914ff62\" y=\"393.806668\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"484.655827\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"488.820459\" xlink:href=\"#m49d914ff62\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"511.725933\" xlink:href=\"#m49d914ff62\" y=\"397.963865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"517.972881\" xlink:href=\"#m49d914ff62\" y=\"393.806668\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"495.067406\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"495.067406\" xlink:href=\"#m49d914ff62\" y=\"397.963865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"501.314354\" xlink:href=\"#m49d914ff62\" y=\"377.17788\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"484.655827\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"488.820459\" xlink:href=\"#m49d914ff62\" y=\"397.963865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#m49d914ff62\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"511.725933\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"497.149722\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"499.232038\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#m49d914ff62\" y=\"397.963865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"503.39667\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"501.314354\" xlink:href=\"#m49d914ff62\" y=\"385.492274\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"511.725933\" xlink:href=\"#m49d914ff62\" y=\"373.020683\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"505.478986\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"486.738143\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"492.98509\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#m49d914ff62\" y=\"397.963865\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"499.232038\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"515.890565\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"507.561302\" xlink:href=\"#m49d914ff62\" y=\"389.649471\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"501.314354\" xlink:href=\"#m49d914ff62\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"501.314354\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"509.643617\" xlink:href=\"#m49d914ff62\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"524.219829\" xlink:href=\"#m49d914ff62\" y=\"385.492274\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"492.98509\" xlink:href=\"#m49d914ff62\" y=\"393.806668\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"501.314354\" xlink:href=\"#m49d914ff62\" y=\"389.649471\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"488.820459\" xlink:href=\"#m49d914ff62\" y=\"393.806668\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"528.38446\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"522.137513\" xlink:href=\"#m49d914ff62\" y=\"389.649471\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"486.738143\" xlink:href=\"#m49d914ff62\" y=\"393.806668\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"507.561302\" xlink:href=\"#m49d914ff62\" y=\"381.335077\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"509.643617\" xlink:href=\"#m49d914ff62\" y=\"373.020683\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"499.232038\" xlink:href=\"#m49d914ff62\" y=\"389.649471\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"505.478986\" xlink:href=\"#m49d914ff62\" y=\"385.492274\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"497.149722\" xlink:href=\"#m49d914ff62\" y=\"389.649471\"/>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"503.39667\" xlink:href=\"#m49d914ff62\" y=\"389.649471\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_36\">\r\n",
       "    <g clip-path=\"url(#p996cb58486)\">\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"490.902775\" xlink:href=\"#mc87cdd8343\" y=\"410.435456\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"457.585721\" xlink:href=\"#mc87cdd8343\" y=\"435.378638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"457.585721\" xlink:href=\"#mc87cdd8343\" y=\"435.378638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"476.326563\" xlink:href=\"#mc87cdd8343\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"482.573511\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"472.161932\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"465.914984\" xlink:href=\"#mc87cdd8343\" y=\"431.221441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"482.573511\" xlink:href=\"#mc87cdd8343\" y=\"410.435456\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"459.668036\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"467.9973\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"461.750352\" xlink:href=\"#mc87cdd8343\" y=\"435.378638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"476.326563\" xlink:href=\"#mc87cdd8343\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"470.079616\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"470.079616\" xlink:href=\"#mc87cdd8343\" y=\"435.378638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"480.491195\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"482.573511\" xlink:href=\"#mc87cdd8343\" y=\"427.064244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"476.326563\" xlink:href=\"#mc87cdd8343\" y=\"427.064244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"484.655827\" xlink:href=\"#mc87cdd8343\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"486.738143\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"482.573511\" xlink:href=\"#mc87cdd8343\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"467.9973\" xlink:href=\"#mc87cdd8343\" y=\"427.064244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"482.573511\" xlink:href=\"#mc87cdd8343\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"467.9973\" xlink:href=\"#mc87cdd8343\" y=\"435.378638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"474.244248\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"470.079616\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"453.421089\" xlink:href=\"#mc87cdd8343\" y=\"435.378638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"472.161932\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"465.914984\" xlink:href=\"#mc87cdd8343\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"484.655827\" xlink:href=\"#mc87cdd8343\" y=\"402.121062\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"474.244248\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"463.832668\" xlink:href=\"#mc87cdd8343\" y=\"431.221441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"480.491195\" xlink:href=\"#mc87cdd8343\" y=\"418.74985\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#mc87cdd8343\" y=\"410.435456\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"447.174141\" xlink:href=\"#mc87cdd8343\" y=\"431.221441\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"467.9973\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"472.161932\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"476.326563\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"478.408879\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"453.421089\" xlink:href=\"#mc87cdd8343\" y=\"435.378638\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"488.820459\" xlink:href=\"#mc87cdd8343\" y=\"406.278259\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"486.738143\" xlink:href=\"#mc87cdd8343\" y=\"414.592653\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"472.161932\" xlink:href=\"#mc87cdd8343\" y=\"427.064244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"465.914984\" xlink:href=\"#mc87cdd8343\" y=\"427.064244\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"467.9973\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"480.491195\" xlink:href=\"#mc87cdd8343\" y=\"422.907047\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_29\">\r\n",
       "    <g id=\"xtick_53\">\r\n",
       "     <g id=\"line2d_99\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"426.350983\" xlink:href=\"#ma0b16e4989\" y=\"477.782047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_27\">\r\n",
       "      <!-- 2 -->\r\n",
       "      <g transform=\"translate(423.169733 492.380485)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_54\">\r\n",
       "     <g id=\"line2d_100\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"467.9973\" xlink:href=\"#ma0b16e4989\" y=\"477.782047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_28\">\r\n",
       "      <!-- 4 -->\r\n",
       "      <g transform=\"translate(464.81605 492.380485)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_55\">\r\n",
       "     <g id=\"line2d_101\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"509.643617\" xlink:href=\"#ma0b16e4989\" y=\"477.782047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_29\">\r\n",
       "      <!-- 6 -->\r\n",
       "      <g transform=\"translate(506.462367 492.380485)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_56\">\r\n",
       "     <g id=\"line2d_102\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"551.289935\" xlink:href=\"#ma0b16e4989\" y=\"477.782047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_30\">\r\n",
       "      <!-- 8 -->\r\n",
       "      <g transform=\"translate(548.108685 492.380485)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-56\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_31\">\r\n",
       "     <!-- pl -->\r\n",
       "     <g transform=\"translate(468.77882 506.05861)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-112\"/>\r\n",
       "      <use x=\"63.476562\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_30\">\r\n",
       "    <g id=\"ytick_47\">\r\n",
       "     <g id=\"line2d_103\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"394.429331\" xlink:href=\"#m061f5c6d0a\" y=\"476.950608\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_48\">\r\n",
       "     <g id=\"line2d_104\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"394.429331\" xlink:href=\"#m061f5c6d0a\" y=\"435.378638\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_49\">\r\n",
       "     <g id=\"line2d_105\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"394.429331\" xlink:href=\"#m061f5c6d0a\" y=\"393.806668\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_45\">\r\n",
       "    <path d=\"M 394.429331 477.782047 \r\n",
       "L 394.429331 368.032047 \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_46\">\r\n",
       "    <path d=\"M 394.429331 477.782047 \r\n",
       "L 552.254872 477.782047 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_16\">\r\n",
       "   <g id=\"patch_47\">\r\n",
       "    <path d=\"M 574.523684 477.782047 \r\n",
       "L 732.349225 477.782047 \r\n",
       "L 732.349225 368.032047 \r\n",
       "L 574.523684 368.032047 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_31\">\r\n",
       "    <g id=\"xtick_57\">\r\n",
       "     <g id=\"line2d_106\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"582.077594\" xlink:href=\"#ma0b16e4989\" y=\"477.782047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_32\">\r\n",
       "      <!-- 0 -->\r\n",
       "      <g transform=\"translate(578.896344 492.380485)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_58\">\r\n",
       "     <g id=\"line2d_107\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"631.438195\" xlink:href=\"#ma0b16e4989\" y=\"477.782047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_33\">\r\n",
       "      <!-- 1 -->\r\n",
       "      <g transform=\"translate(628.256945 492.380485)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_59\">\r\n",
       "     <g id=\"line2d_108\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"680.798795\" xlink:href=\"#ma0b16e4989\" y=\"477.782047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_34\">\r\n",
       "      <!-- 2 -->\r\n",
       "      <g transform=\"translate(677.617545 492.380485)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"xtick_60\">\r\n",
       "     <g id=\"line2d_109\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"730.159396\" xlink:href=\"#ma0b16e4989\" y=\"477.782047\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "     <g id=\"text_35\">\r\n",
       "      <!-- 3 -->\r\n",
       "      <g transform=\"translate(726.978146 492.380485)scale(0.1 -0.1)\">\r\n",
       "       <use xlink:href=\"#DejaVuSans-51\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"text_36\">\r\n",
       "     <!-- pw -->\r\n",
       "     <g transform=\"translate(646.173173 506.05861)scale(0.1 -0.1)\">\r\n",
       "      <use xlink:href=\"#DejaVuSans-112\"/>\r\n",
       "      <use x=\"63.476562\" xlink:href=\"#DejaVuSans-119\"/>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"matplotlib.axis_32\">\r\n",
       "    <g id=\"ytick_50\">\r\n",
       "     <g id=\"line2d_110\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"574.523684\" xlink:href=\"#m061f5c6d0a\" y=\"476.950608\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_51\">\r\n",
       "     <g id=\"line2d_111\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"574.523684\" xlink:href=\"#m061f5c6d0a\" y=\"435.378638\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "    <g id=\"ytick_52\">\r\n",
       "     <g id=\"line2d_112\">\r\n",
       "      <g>\r\n",
       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"574.523684\" xlink:href=\"#m061f5c6d0a\" y=\"393.806668\"/>\r\n",
       "      </g>\r\n",
       "     </g>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_48\">\r\n",
       "    <path d=\"M 574.523684 477.782047 \r\n",
       "L 574.523684 368.032047 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_49\">\r\n",
       "    <path d=\"M 574.523684 477.782047 \r\n",
       "L 732.349225 477.782047 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_17\">\r\n",
       "   <g id=\"PolyCollection_1\">\r\n",
       "    <path clip-path=\"url(#pb2b43d208d)\" d=\"M 41.414513 118.407701 \r\n",
       "L 41.414513 118.532047 \r\n",
       "L 41.975281 118.532047 \r\n",
       "L 42.536048 118.532047 \r\n",
       "L 43.096816 118.532047 \r\n",
       "L 43.657583 118.532047 \r\n",
       "L 44.21835 118.532047 \r\n",
       "L 44.779118 118.532047 \r\n",
       "L 45.339885 118.532047 \r\n",
       "L 45.900653 118.532047 \r\n",
       "L 46.46142 118.532047 \r\n",
       "L 47.022188 118.532047 \r\n",
       "L 47.582955 118.532047 \r\n",
       "L 48.143722 118.532047 \r\n",
       "L 48.70449 118.532047 \r\n",
       "L 49.265257 118.532047 \r\n",
       "L 49.826025 118.532047 \r\n",
       "L 50.386792 118.532047 \r\n",
       "L 50.94756 118.532047 \r\n",
       "L 51.508327 118.532047 \r\n",
       "L 52.069094 118.532047 \r\n",
       "L 52.629862 118.532047 \r\n",
       "L 53.190629 118.532047 \r\n",
       "L 53.751397 118.532047 \r\n",
       "L 54.312164 118.532047 \r\n",
       "L 54.872932 118.532047 \r\n",
       "L 55.433699 118.532047 \r\n",
       "L 55.994466 118.532047 \r\n",
       "L 56.555234 118.532047 \r\n",
       "L 57.116001 118.532047 \r\n",
       "L 57.676769 118.532047 \r\n",
       "L 58.237536 118.532047 \r\n",
       "L 58.798304 118.532047 \r\n",
       "L 59.359071 118.532047 \r\n",
       "L 59.919838 118.532047 \r\n",
       "L 60.480606 118.532047 \r\n",
       "L 61.041373 118.532047 \r\n",
       "L 61.602141 118.532047 \r\n",
       "L 62.162908 118.532047 \r\n",
       "L 62.723676 118.532047 \r\n",
       "L 63.284443 118.532047 \r\n",
       "L 63.84521 118.532047 \r\n",
       "L 64.405978 118.532047 \r\n",
       "L 64.966745 118.532047 \r\n",
       "L 65.527513 118.532047 \r\n",
       "L 66.08828 118.532047 \r\n",
       "L 66.649048 118.532047 \r\n",
       "L 67.209815 118.532047 \r\n",
       "L 67.770582 118.532047 \r\n",
       "L 68.33135 118.532047 \r\n",
       "L 68.892117 118.532047 \r\n",
       "L 69.452885 118.532047 \r\n",
       "L 70.013652 118.532047 \r\n",
       "L 70.57442 118.532047 \r\n",
       "L 71.135187 118.532047 \r\n",
       "L 71.695954 118.532047 \r\n",
       "L 72.256722 118.532047 \r\n",
       "L 72.817489 118.532047 \r\n",
       "L 73.378257 118.532047 \r\n",
       "L 73.939024 118.532047 \r\n",
       "L 74.499792 118.532047 \r\n",
       "L 75.060559 118.532047 \r\n",
       "L 75.621326 118.532047 \r\n",
       "L 76.182094 118.532047 \r\n",
       "L 76.742861 118.532047 \r\n",
       "L 77.303629 118.532047 \r\n",
       "L 77.864396 118.532047 \r\n",
       "L 78.425164 118.532047 \r\n",
       "L 78.985931 118.532047 \r\n",
       "L 79.546698 118.532047 \r\n",
       "L 80.107466 118.532047 \r\n",
       "L 80.668233 118.532047 \r\n",
       "L 81.229001 118.532047 \r\n",
       "L 81.789768 118.532047 \r\n",
       "L 82.350536 118.532047 \r\n",
       "L 82.911303 118.532047 \r\n",
       "L 83.47207 118.532047 \r\n",
       "L 84.032838 118.532047 \r\n",
       "L 84.593605 118.532047 \r\n",
       "L 85.154373 118.532047 \r\n",
       "L 85.71514 118.532047 \r\n",
       "L 86.275908 118.532047 \r\n",
       "L 86.836675 118.532047 \r\n",
       "L 87.397442 118.532047 \r\n",
       "L 87.95821 118.532047 \r\n",
       "L 88.518977 118.532047 \r\n",
       "L 89.079745 118.532047 \r\n",
       "L 89.640512 118.532047 \r\n",
       "L 90.20128 118.532047 \r\n",
       "L 90.762047 118.532047 \r\n",
       "L 91.322814 118.532047 \r\n",
       "L 91.883582 118.532047 \r\n",
       "L 92.444349 118.532047 \r\n",
       "L 93.005117 118.532047 \r\n",
       "L 93.565884 118.532047 \r\n",
       "L 94.126652 118.532047 \r\n",
       "L 94.687419 118.532047 \r\n",
       "L 95.248186 118.532047 \r\n",
       "L 95.808954 118.532047 \r\n",
       "L 96.369721 118.532047 \r\n",
       "L 96.930489 118.532047 \r\n",
       "L 97.491256 118.532047 \r\n",
       "L 98.052024 118.532047 \r\n",
       "L 98.612791 118.532047 \r\n",
       "L 99.173558 118.532047 \r\n",
       "L 99.734326 118.532047 \r\n",
       "L 100.295093 118.532047 \r\n",
       "L 100.855861 118.532047 \r\n",
       "L 101.416628 118.532047 \r\n",
       "L 101.977396 118.532047 \r\n",
       "L 102.538163 118.532047 \r\n",
       "L 103.09893 118.532047 \r\n",
       "L 103.659698 118.532047 \r\n",
       "L 104.220465 118.532047 \r\n",
       "L 104.781233 118.532047 \r\n",
       "L 105.342 118.532047 \r\n",
       "L 105.902768 118.532047 \r\n",
       "L 106.463535 118.532047 \r\n",
       "L 107.024302 118.532047 \r\n",
       "L 107.58507 118.532047 \r\n",
       "L 108.145837 118.532047 \r\n",
       "L 108.706605 118.532047 \r\n",
       "L 109.267372 118.532047 \r\n",
       "L 109.82814 118.532047 \r\n",
       "L 110.388907 118.532047 \r\n",
       "L 110.949674 118.532047 \r\n",
       "L 111.510442 118.532047 \r\n",
       "L 112.071209 118.532047 \r\n",
       "L 112.631977 118.532047 \r\n",
       "L 112.631977 118.410151 \r\n",
       "L 112.631977 118.410151 \r\n",
       "L 112.071209 118.39415 \r\n",
       "L 111.510442 118.358556 \r\n",
       "L 110.949674 118.300669 \r\n",
       "L 110.388907 118.216285 \r\n",
       "L 109.82814 118.099777 \r\n",
       "L 109.267372 117.944206 \r\n",
       "L 108.706605 117.741521 \r\n",
       "L 108.145837 117.482829 \r\n",
       "L 107.58507 117.158793 \r\n",
       "L 107.024302 116.760133 \r\n",
       "L 106.463535 116.278242 \r\n",
       "L 105.902768 115.705881 \r\n",
       "L 105.342 115.037909 \r\n",
       "L 104.781233 114.271992 \r\n",
       "L 104.220465 113.409195 \r\n",
       "L 103.659698 112.454385 \r\n",
       "L 103.09893 111.416352 \r\n",
       "L 102.538163 110.307572 \r\n",
       "L 101.977396 109.143577 \r\n",
       "L 101.416628 107.941916 \r\n",
       "L 100.855861 106.720762 \r\n",
       "L 100.295093 105.49725 \r\n",
       "L 99.734326 104.285711 \r\n",
       "L 99.173558 103.095976 \r\n",
       "L 98.612791 101.931967 \r\n",
       "L 98.052024 100.79079 \r\n",
       "L 97.491256 99.662493 \r\n",
       "L 96.930489 98.53062 \r\n",
       "L 96.369721 97.373569 \r\n",
       "L 95.808954 96.166701 \r\n",
       "L 95.248186 94.885004 \r\n",
       "L 94.687419 93.506033 \r\n",
       "L 94.126652 92.012791 \r\n",
       "L 93.565884 90.396156 \r\n",
       "L 93.005117 88.656513 \r\n",
       "L 92.444349 86.804275 \r\n",
       "L 91.883582 84.859148 \r\n",
       "L 91.322814 82.848089 \r\n",
       "L 90.762047 80.802129 \r\n",
       "L 90.20128 78.75235 \r\n",
       "L 89.640512 76.725482 \r\n",
       "L 89.079745 74.739642 \r\n",
       "L 88.518977 72.800791 \r\n",
       "L 87.95821 70.900414 \r\n",
       "L 87.397442 69.014818 \r\n",
       "L 86.836675 67.106286 \r\n",
       "L 86.275908 65.126079 \r\n",
       "L 85.71514 63.019091 \r\n",
       "L 85.154373 60.729731 \r\n",
       "L 84.593605 58.20845 \r\n",
       "L 84.032838 55.418238 \r\n",
       "L 83.47207 52.340385 \r\n",
       "L 82.911303 48.978877 \r\n",
       "L 82.350536 45.362905 \r\n",
       "L 81.789768 41.547189 \r\n",
       "L 81.229001 37.610025 \r\n",
       "L 80.668233 33.649186 \r\n",
       "L 80.107466 29.776069 \r\n",
       "L 79.546698 26.108592 \r\n",
       "L 78.985931 22.763511 \r\n",
       "L 78.425164 19.848847 \r\n",
       "L 77.864396 17.457076 \r\n",
       "L 77.303629 15.659658 \r\n",
       "L 76.742861 14.503308 \r\n",
       "L 76.182094 14.008238 \r\n",
       "L 75.621326 14.16839 \r\n",
       "L 75.060559 14.953496 \r\n",
       "L 74.499792 16.31263 \r\n",
       "L 73.939024 18.178811 \r\n",
       "L 73.378257 20.474173 \r\n",
       "L 72.817489 23.115193 \r\n",
       "L 72.256722 26.017557 \r\n",
       "L 71.695954 29.100332 \r\n",
       "L 71.135187 32.289227 \r\n",
       "L 70.57442 35.518872 \r\n",
       "L 70.013652 38.73413 \r\n",
       "L 69.452885 41.890567 \r\n",
       "L 68.892117 44.954248 \r\n",
       "L 68.33135 47.901025 \r\n",
       "L 67.770582 50.71551 \r\n",
       "L 67.209815 53.389862 \r\n",
       "L 66.649048 55.922509 \r\n",
       "L 66.08828 58.316881 \r\n",
       "L 65.527513 60.580216 \r\n",
       "L 64.966745 62.722491 \r\n",
       "L 64.405978 64.755516 \r\n",
       "L 63.84521 66.692212 \r\n",
       "L 63.284443 68.546129 \r\n",
       "L 62.723676 70.331155 \r\n",
       "L 62.162908 72.061439 \r\n",
       "L 61.602141 73.751415 \r\n",
       "L 61.041373 75.415885 \r\n",
       "L 60.480606 77.070019 \r\n",
       "L 59.919838 78.729196 \r\n",
       "L 59.359071 80.408604 \r\n",
       "L 58.798304 82.122568 \r\n",
       "L 58.237536 83.883644 \r\n",
       "L 57.676769 85.701552 \r\n",
       "L 57.116001 87.582093 \r\n",
       "L 56.555234 89.52619 \r\n",
       "L 55.994466 91.529227 \r\n",
       "L 55.433699 93.580798 \r\n",
       "L 54.872932 95.664949 \r\n",
       "L 54.312164 97.76092 \r\n",
       "L 53.751397 99.844331 \r\n",
       "L 53.190629 101.8887 \r\n",
       "L 52.629862 103.867143 \r\n",
       "L 52.069094 105.754067 \r\n",
       "L 51.508327 107.526717 \r\n",
       "L 50.94756 109.166425 \r\n",
       "L 50.386792 110.659465 \r\n",
       "L 49.826025 111.997488 \r\n",
       "L 49.265257 113.177527 \r\n",
       "L 48.70449 114.201627 \r\n",
       "L 48.143722 115.07618 \r\n",
       "L 47.582955 115.811062 \r\n",
       "L 47.022188 116.418672 \r\n",
       "L 46.46142 116.91296 \r\n",
       "L 45.900653 117.308528 \r\n",
       "L 45.339885 117.619846 \r\n",
       "L 44.779118 117.860625 \r\n",
       "L 44.21835 118.043351 \r\n",
       "L 43.657583 118.178968 \r\n",
       "L 43.096816 118.276695 \r\n",
       "L 42.536048 118.34395 \r\n",
       "L 41.975281 118.386341 \r\n",
       "L 41.414513 118.407701 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;fill-opacity:0.25;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_2\">\r\n",
       "    <path clip-path=\"url(#pb2b43d208d)\" d=\"M 50.576921 118.469102 \r\n",
       "L 50.576921 118.532047 \r\n",
       "L 51.634522 118.532047 \r\n",
       "L 52.692123 118.532047 \r\n",
       "L 53.749725 118.532047 \r\n",
       "L 54.807326 118.532047 \r\n",
       "L 55.864927 118.532047 \r\n",
       "L 56.922528 118.532047 \r\n",
       "L 57.98013 118.532047 \r\n",
       "L 59.037731 118.532047 \r\n",
       "L 60.095332 118.532047 \r\n",
       "L 61.152933 118.532047 \r\n",
       "L 62.210535 118.532047 \r\n",
       "L 63.268136 118.532047 \r\n",
       "L 64.325737 118.532047 \r\n",
       "L 65.383338 118.532047 \r\n",
       "L 66.440939 118.532047 \r\n",
       "L 67.498541 118.532047 \r\n",
       "L 68.556142 118.532047 \r\n",
       "L 69.613743 118.532047 \r\n",
       "L 70.671344 118.532047 \r\n",
       "L 71.728946 118.532047 \r\n",
       "L 72.786547 118.532047 \r\n",
       "L 73.844148 118.532047 \r\n",
       "L 74.901749 118.532047 \r\n",
       "L 75.959351 118.532047 \r\n",
       "L 77.016952 118.532047 \r\n",
       "L 78.074553 118.532047 \r\n",
       "L 79.132154 118.532047 \r\n",
       "L 80.189755 118.532047 \r\n",
       "L 81.247357 118.532047 \r\n",
       "L 82.304958 118.532047 \r\n",
       "L 83.362559 118.532047 \r\n",
       "L 84.42016 118.532047 \r\n",
       "L 85.477762 118.532047 \r\n",
       "L 86.535363 118.532047 \r\n",
       "L 87.592964 118.532047 \r\n",
       "L 88.650565 118.532047 \r\n",
       "L 89.708167 118.532047 \r\n",
       "L 90.765768 118.532047 \r\n",
       "L 91.823369 118.532047 \r\n",
       "L 92.88097 118.532047 \r\n",
       "L 93.938572 118.532047 \r\n",
       "L 94.996173 118.532047 \r\n",
       "L 96.053774 118.532047 \r\n",
       "L 97.111375 118.532047 \r\n",
       "L 98.168976 118.532047 \r\n",
       "L 99.226578 118.532047 \r\n",
       "L 100.284179 118.532047 \r\n",
       "L 101.34178 118.532047 \r\n",
       "L 102.399381 118.532047 \r\n",
       "L 103.456983 118.532047 \r\n",
       "L 104.514584 118.532047 \r\n",
       "L 105.572185 118.532047 \r\n",
       "L 106.629786 118.532047 \r\n",
       "L 107.687388 118.532047 \r\n",
       "L 108.744989 118.532047 \r\n",
       "L 109.80259 118.532047 \r\n",
       "L 110.860191 118.532047 \r\n",
       "L 111.917792 118.532047 \r\n",
       "L 112.975394 118.532047 \r\n",
       "L 114.032995 118.532047 \r\n",
       "L 115.090596 118.532047 \r\n",
       "L 116.148197 118.532047 \r\n",
       "L 117.205799 118.532047 \r\n",
       "L 118.2634 118.532047 \r\n",
       "L 119.321001 118.532047 \r\n",
       "L 120.378602 118.532047 \r\n",
       "L 121.436204 118.532047 \r\n",
       "L 122.493805 118.532047 \r\n",
       "L 123.551406 118.532047 \r\n",
       "L 124.609007 118.532047 \r\n",
       "L 125.666609 118.532047 \r\n",
       "L 126.72421 118.532047 \r\n",
       "L 127.781811 118.532047 \r\n",
       "L 128.839412 118.532047 \r\n",
       "L 129.897013 118.532047 \r\n",
       "L 130.954615 118.532047 \r\n",
       "L 132.012216 118.532047 \r\n",
       "L 133.069817 118.532047 \r\n",
       "L 134.127418 118.532047 \r\n",
       "L 135.18502 118.532047 \r\n",
       "L 136.242621 118.532047 \r\n",
       "L 137.300222 118.532047 \r\n",
       "L 138.357823 118.532047 \r\n",
       "L 139.415425 118.532047 \r\n",
       "L 140.473026 118.532047 \r\n",
       "L 141.530627 118.532047 \r\n",
       "L 142.588228 118.532047 \r\n",
       "L 143.645829 118.532047 \r\n",
       "L 144.703431 118.532047 \r\n",
       "L 145.761032 118.532047 \r\n",
       "L 146.818633 118.532047 \r\n",
       "L 147.876234 118.532047 \r\n",
       "L 148.933836 118.532047 \r\n",
       "L 149.991437 118.532047 \r\n",
       "L 151.049038 118.532047 \r\n",
       "L 152.106639 118.532047 \r\n",
       "L 153.164241 118.532047 \r\n",
       "L 154.221842 118.532047 \r\n",
       "L 155.279443 118.532047 \r\n",
       "L 156.337044 118.532047 \r\n",
       "L 157.394646 118.532047 \r\n",
       "L 158.452247 118.532047 \r\n",
       "L 159.509848 118.532047 \r\n",
       "L 160.567449 118.532047 \r\n",
       "L 161.62505 118.532047 \r\n",
       "L 162.682652 118.532047 \r\n",
       "L 163.740253 118.532047 \r\n",
       "L 164.797854 118.532047 \r\n",
       "L 165.855455 118.532047 \r\n",
       "L 166.913057 118.532047 \r\n",
       "L 167.970658 118.532047 \r\n",
       "L 169.028259 118.532047 \r\n",
       "L 170.08586 118.532047 \r\n",
       "L 171.143462 118.532047 \r\n",
       "L 172.201063 118.532047 \r\n",
       "L 173.258664 118.532047 \r\n",
       "L 174.316265 118.532047 \r\n",
       "L 175.373866 118.532047 \r\n",
       "L 176.431468 118.532047 \r\n",
       "L 177.489069 118.532047 \r\n",
       "L 178.54667 118.532047 \r\n",
       "L 179.604271 118.532047 \r\n",
       "L 180.661873 118.532047 \r\n",
       "L 181.719474 118.532047 \r\n",
       "L 182.777075 118.532047 \r\n",
       "L 183.834676 118.532047 \r\n",
       "L 184.892278 118.532047 \r\n",
       "L 184.892278 118.465149 \r\n",
       "L 184.892278 118.465149 \r\n",
       "L 183.834676 118.448776 \r\n",
       "L 182.777075 118.417689 \r\n",
       "L 181.719474 118.368141 \r\n",
       "L 180.661873 118.29479 \r\n",
       "L 179.604271 118.190573 \r\n",
       "L 178.54667 118.046649 \r\n",
       "L 177.489069 117.852423 \r\n",
       "L 176.431468 117.595716 \r\n",
       "L 175.373866 117.263116 \r\n",
       "L 174.316265 116.84056 \r\n",
       "L 173.258664 116.314158 \r\n",
       "L 172.201063 115.671261 \r\n",
       "L 171.143462 114.901751 \r\n",
       "L 170.08586 113.999443 \r\n",
       "L 169.028259 112.96351 \r\n",
       "L 167.970658 111.799732 \r\n",
       "L 166.913057 110.521406 \r\n",
       "L 165.855455 109.149693 \r\n",
       "L 164.797854 107.713256 \r\n",
       "L 163.740253 106.247057 \r\n",
       "L 162.682652 104.790323 \r\n",
       "L 161.62505 103.383772 \r\n",
       "L 160.567449 102.066336 \r\n",
       "L 159.509848 100.871744 \r\n",
       "L 158.452247 99.825364 \r\n",
       "L 157.394646 98.941745 \r\n",
       "L 156.337044 98.223231 \r\n",
       "L 155.279443 97.659868 \r\n",
       "L 154.221842 97.230668 \r\n",
       "L 153.164241 96.906063 \r\n",
       "L 152.106639 96.651199 \r\n",
       "L 151.049038 96.429568 \r\n",
       "L 149.991437 96.206458 \r\n",
       "L 148.933836 95.951695 \r\n",
       "L 147.876234 95.641343 \r\n",
       "L 146.818633 95.258184 \r\n",
       "L 145.761032 94.791075 \r\n",
       "L 144.703431 94.233451 \r\n",
       "L 143.645829 93.581402 \r\n",
       "L 142.588228 92.831801 \r\n",
       "L 141.530627 91.980911 \r\n",
       "L 140.473026 91.023738 \r\n",
       "L 139.415425 89.95423 \r\n",
       "L 138.357823 88.76621 \r\n",
       "L 137.300222 87.454742 \r\n",
       "L 136.242621 86.017592 \r\n",
       "L 135.18502 84.456406 \r\n",
       "L 134.127418 82.777352 \r\n",
       "L 133.069817 80.991123 \r\n",
       "L 132.012216 79.112399 \r\n",
       "L 130.954615 77.158994 \r\n",
       "L 129.897013 75.151037 \r\n",
       "L 128.839412 73.110495 \r\n",
       "L 127.781811 71.061271 \r\n",
       "L 126.72421 69.029898 \r\n",
       "L 125.666609 67.046676 \r\n",
       "L 124.609007 65.146881 \r\n",
       "L 123.551406 63.371579 \r\n",
       "L 122.493805 61.76758 \r\n",
       "L 121.436204 60.386166 \r\n",
       "L 120.378602 59.280469 \r\n",
       "L 119.321001 58.501636 \r\n",
       "L 118.2634 58.094204 \r\n",
       "L 117.205799 58.091321 \r\n",
       "L 116.148197 58.510557 \r\n",
       "L 115.090596 59.351001 \r\n",
       "L 114.032995 60.592196 \r\n",
       "L 112.975394 62.195165 \r\n",
       "L 111.917792 64.105489 \r\n",
       "L 110.860191 66.258059 \r\n",
       "L 109.80259 68.582877 \r\n",
       "L 108.744989 71.01116 \r\n",
       "L 107.687388 73.480951 \r\n",
       "L 106.629786 75.941563 \r\n",
       "L 105.572185 78.35638 \r\n",
       "L 104.514584 80.703788 \r\n",
       "L 103.456983 82.97627 \r\n",
       "L 102.399381 85.177951 \r\n",
       "L 101.34178 87.32106 \r\n",
       "L 100.284179 89.421839 \r\n",
       "L 99.226578 91.496492 \r\n",
       "L 98.168976 93.557651 \r\n",
       "L 97.111375 95.611762 \r\n",
       "L 96.053774 97.657589 \r\n",
       "L 94.996173 99.685896 \r\n",
       "L 93.938572 101.680209 \r\n",
       "L 92.88097 103.618435 \r\n",
       "L 91.823369 105.475038 \r\n",
       "L 90.765768 107.223463 \r\n",
       "L 89.708167 108.838512 \r\n",
       "L 88.650565 110.298414 \r\n",
       "L 87.592964 111.586456 \r\n",
       "L 86.535363 112.692056 \r\n",
       "L 85.477762 113.611302 \r\n",
       "L 84.42016 114.346986 \r\n",
       "L 83.362559 114.908221 \r\n",
       "L 82.304958 115.309732 \r\n",
       "L 81.247357 115.570908 \r\n",
       "L 80.189755 115.714681 \r\n",
       "L 79.132154 115.766304 \r\n",
       "L 78.074553 115.752045 \r\n",
       "L 77.016952 115.697881 \r\n",
       "L 75.959351 115.628203 \r\n",
       "L 74.901749 115.564642 \r\n",
       "L 73.844148 115.525052 \r\n",
       "L 72.786547 115.522766 \r\n",
       "L 71.728946 115.566165 \r\n",
       "L 70.671344 115.658634 \r\n",
       "L 69.613743 115.79888 \r\n",
       "L 68.556142 115.981612 \r\n",
       "L 67.498541 116.198482 \r\n",
       "L 66.440939 116.439187 \r\n",
       "L 65.383338 116.692619 \r\n",
       "L 64.325737 116.947922 \r\n",
       "L 63.268136 117.19538 \r\n",
       "L 62.210535 117.427044 \r\n",
       "L 61.152933 117.637085 \r\n",
       "L 60.095332 117.821882 \r\n",
       "L 59.037731 117.979871 \r\n",
       "L 57.98013 118.11123 \r\n",
       "L 56.922528 118.217463 \r\n",
       "L 55.864927 118.300942 \r\n",
       "L 54.807326 118.36446 \r\n",
       "L 53.749725 118.410838 \r\n",
       "L 52.692123 118.442585 \r\n",
       "L 51.634522 118.46163 \r\n",
       "L 50.576921 118.469102 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;fill-opacity:0.25;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_3\">\r\n",
       "    <path clip-path=\"url(#pb2b43d208d)\" d=\"M 49.88465 118.443087 \r\n",
       "L 49.88465 118.532047 \r\n",
       "L 50.739446 118.532047 \r\n",
       "L 51.594241 118.532047 \r\n",
       "L 52.449036 118.532047 \r\n",
       "L 53.303831 118.532047 \r\n",
       "L 54.158627 118.532047 \r\n",
       "L 55.013422 118.532047 \r\n",
       "L 55.868217 118.532047 \r\n",
       "L 56.723012 118.532047 \r\n",
       "L 57.577807 118.532047 \r\n",
       "L 58.432603 118.532047 \r\n",
       "L 59.287398 118.532047 \r\n",
       "L 60.142193 118.532047 \r\n",
       "L 60.996988 118.532047 \r\n",
       "L 61.851784 118.532047 \r\n",
       "L 62.706579 118.532047 \r\n",
       "L 63.561374 118.532047 \r\n",
       "L 64.416169 118.532047 \r\n",
       "L 65.270965 118.532047 \r\n",
       "L 66.12576 118.532047 \r\n",
       "L 66.980555 118.532047 \r\n",
       "L 67.83535 118.532047 \r\n",
       "L 68.690146 118.532047 \r\n",
       "L 69.544941 118.532047 \r\n",
       "L 70.399736 118.532047 \r\n",
       "L 71.254531 118.532047 \r\n",
       "L 72.109326 118.532047 \r\n",
       "L 72.964122 118.532047 \r\n",
       "L 73.818917 118.532047 \r\n",
       "L 74.673712 118.532047 \r\n",
       "L 75.528507 118.532047 \r\n",
       "L 76.383303 118.532047 \r\n",
       "L 77.238098 118.532047 \r\n",
       "L 78.092893 118.532047 \r\n",
       "L 78.947688 118.532047 \r\n",
       "L 79.802484 118.532047 \r\n",
       "L 80.657279 118.532047 \r\n",
       "L 81.512074 118.532047 \r\n",
       "L 82.366869 118.532047 \r\n",
       "L 83.221665 118.532047 \r\n",
       "L 84.07646 118.532047 \r\n",
       "L 84.931255 118.532047 \r\n",
       "L 85.78605 118.532047 \r\n",
       "L 86.640846 118.532047 \r\n",
       "L 87.495641 118.532047 \r\n",
       "L 88.350436 118.532047 \r\n",
       "L 89.205231 118.532047 \r\n",
       "L 90.060026 118.532047 \r\n",
       "L 90.914822 118.532047 \r\n",
       "L 91.769617 118.532047 \r\n",
       "L 92.624412 118.532047 \r\n",
       "L 93.479207 118.532047 \r\n",
       "L 94.334003 118.532047 \r\n",
       "L 95.188798 118.532047 \r\n",
       "L 96.043593 118.532047 \r\n",
       "L 96.898388 118.532047 \r\n",
       "L 97.753184 118.532047 \r\n",
       "L 98.607979 118.532047 \r\n",
       "L 99.462774 118.532047 \r\n",
       "L 100.317569 118.532047 \r\n",
       "L 101.172365 118.532047 \r\n",
       "L 102.02716 118.532047 \r\n",
       "L 102.881955 118.532047 \r\n",
       "L 103.73675 118.532047 \r\n",
       "L 104.591545 118.532047 \r\n",
       "L 105.446341 118.532047 \r\n",
       "L 106.301136 118.532047 \r\n",
       "L 107.155931 118.532047 \r\n",
       "L 108.010726 118.532047 \r\n",
       "L 108.865522 118.532047 \r\n",
       "L 109.720317 118.532047 \r\n",
       "L 110.575112 118.532047 \r\n",
       "L 111.429907 118.532047 \r\n",
       "L 112.284703 118.532047 \r\n",
       "L 113.139498 118.532047 \r\n",
       "L 113.994293 118.532047 \r\n",
       "L 114.849088 118.532047 \r\n",
       "L 115.703884 118.532047 \r\n",
       "L 116.558679 118.532047 \r\n",
       "L 117.413474 118.532047 \r\n",
       "L 118.268269 118.532047 \r\n",
       "L 119.123064 118.532047 \r\n",
       "L 119.97786 118.532047 \r\n",
       "L 120.832655 118.532047 \r\n",
       "L 121.68745 118.532047 \r\n",
       "L 122.542245 118.532047 \r\n",
       "L 123.397041 118.532047 \r\n",
       "L 124.251836 118.532047 \r\n",
       "L 125.106631 118.532047 \r\n",
       "L 125.961426 118.532047 \r\n",
       "L 126.816222 118.532047 \r\n",
       "L 127.671017 118.532047 \r\n",
       "L 128.525812 118.532047 \r\n",
       "L 129.380607 118.532047 \r\n",
       "L 130.235403 118.532047 \r\n",
       "L 131.090198 118.532047 \r\n",
       "L 131.944993 118.532047 \r\n",
       "L 132.799788 118.532047 \r\n",
       "L 133.654583 118.532047 \r\n",
       "L 134.509379 118.532047 \r\n",
       "L 135.364174 118.532047 \r\n",
       "L 136.218969 118.532047 \r\n",
       "L 137.073764 118.532047 \r\n",
       "L 137.92856 118.532047 \r\n",
       "L 138.783355 118.532047 \r\n",
       "L 139.63815 118.532047 \r\n",
       "L 140.492945 118.532047 \r\n",
       "L 141.347741 118.532047 \r\n",
       "L 142.202536 118.532047 \r\n",
       "L 143.057331 118.532047 \r\n",
       "L 143.912126 118.532047 \r\n",
       "L 144.766922 118.532047 \r\n",
       "L 145.621717 118.532047 \r\n",
       "L 146.476512 118.532047 \r\n",
       "L 147.331307 118.532047 \r\n",
       "L 148.186102 118.532047 \r\n",
       "L 149.040898 118.532047 \r\n",
       "L 149.895693 118.532047 \r\n",
       "L 150.750488 118.532047 \r\n",
       "L 151.605283 118.532047 \r\n",
       "L 152.460079 118.532047 \r\n",
       "L 153.314874 118.532047 \r\n",
       "L 154.169669 118.532047 \r\n",
       "L 155.024464 118.532047 \r\n",
       "L 155.87926 118.532047 \r\n",
       "L 156.734055 118.532047 \r\n",
       "L 157.58885 118.532047 \r\n",
       "L 158.443645 118.532047 \r\n",
       "L 158.443645 118.445707 \r\n",
       "L 158.443645 118.445707 \r\n",
       "L 157.58885 118.43813 \r\n",
       "L 156.734055 118.419909 \r\n",
       "L 155.87926 118.389893 \r\n",
       "L 155.024464 118.346232 \r\n",
       "L 154.169669 118.286367 \r\n",
       "L 153.314874 118.207038 \r\n",
       "L 152.460079 118.104288 \r\n",
       "L 151.605283 117.973493 \r\n",
       "L 150.750488 117.809404 \r\n",
       "L 149.895693 117.60622 \r\n",
       "L 149.040898 117.357697 \r\n",
       "L 148.186102 117.057279 \r\n",
       "L 147.331307 116.698277 \r\n",
       "L 146.476512 116.274073 \r\n",
       "L 145.621717 115.778357 \r\n",
       "L 144.766922 115.205382 \r\n",
       "L 143.912126 114.550231 \r\n",
       "L 143.057331 113.809091 \r\n",
       "L 142.202536 112.979508 \r\n",
       "L 141.347741 112.060616 \r\n",
       "L 140.492945 111.05333 \r\n",
       "L 139.63815 109.960481 \r\n",
       "L 138.783355 108.786889 \r\n",
       "L 137.92856 107.539354 \r\n",
       "L 137.073764 106.22656 \r\n",
       "L 136.218969 104.858892 \r\n",
       "L 135.364174 103.448154 \r\n",
       "L 134.509379 102.007196 \r\n",
       "L 133.654583 100.549461 \r\n",
       "L 132.799788 99.088469 \r\n",
       "L 131.944993 97.63725 \r\n",
       "L 131.090198 96.207766 \r\n",
       "L 130.235403 94.810351 \r\n",
       "L 129.380607 93.453212 \r\n",
       "L 128.525812 92.142016 \r\n",
       "L 127.671017 90.879616 \r\n",
       "L 126.816222 89.665933 \r\n",
       "L 125.961426 88.498014 \r\n",
       "L 125.106631 87.370282 \r\n",
       "L 124.251836 86.274955 \r\n",
       "L 123.397041 85.202621 \r\n",
       "L 122.542245 84.142924 \r\n",
       "L 121.68745 83.085315 \r\n",
       "L 120.832655 82.019812 \r\n",
       "L 119.97786 80.937702 \r\n",
       "L 119.123064 79.832137 \r\n",
       "L 118.268269 78.698572 \r\n",
       "L 117.413474 77.535011 \r\n",
       "L 116.558679 76.342052 \r\n",
       "L 115.703884 75.122715 \r\n",
       "L 114.849088 73.882099 \r\n",
       "L 113.994293 72.626889 \r\n",
       "L 113.139498 71.364775 \r\n",
       "L 112.284703 70.103849 \r\n",
       "L 111.429907 68.852054 \r\n",
       "L 110.575112 67.616735 \r\n",
       "L 109.720317 66.404367 \r\n",
       "L 108.865522 65.220497 \r\n",
       "L 108.010726 64.069914 \r\n",
       "L 107.155931 62.957051 \r\n",
       "L 106.301136 61.886569 \r\n",
       "L 105.446341 60.864095 \r\n",
       "L 104.591545 59.89699 \r\n",
       "L 103.73675 58.995097 \r\n",
       "L 102.881955 58.171319 \r\n",
       "L 102.02716 57.441963 \r\n",
       "L 101.172365 56.826753 \r\n",
       "L 100.317569 56.348447 \r\n",
       "L 99.462774 56.032051 \r\n",
       "L 98.607979 55.903646 \r\n",
       "L 97.753184 55.988883 \r\n",
       "L 96.898388 56.311253 \r\n",
       "L 96.043593 56.890276 \r\n",
       "L 95.188798 57.739735 \r\n",
       "L 94.334003 58.866155 \r\n",
       "L 93.479207 60.267635 \r\n",
       "L 92.624412 61.933186 \r\n",
       "L 91.769617 63.84265 \r\n",
       "L 90.914822 65.967236 \r\n",
       "L 90.060026 68.27065 \r\n",
       "L 89.205231 70.710768 \r\n",
       "L 88.350436 73.241708 \r\n",
       "L 87.495641 75.816172 \r\n",
       "L 86.640846 78.387863 \r\n",
       "L 85.78605 80.913804 \r\n",
       "L 84.931255 83.356385 \r\n",
       "L 84.07646 85.684994 \r\n",
       "L 83.221665 87.877118 \r\n",
       "L 82.366869 89.918861 \r\n",
       "L 81.512074 91.804864 \r\n",
       "L 80.657279 93.537671 \r\n",
       "L 79.802484 95.12661 \r\n",
       "L 78.947688 96.586327 \r\n",
       "L 78.092893 97.935086 \r\n",
       "L 77.238098 99.192996 \r\n",
       "L 76.383303 100.380301 \r\n",
       "L 75.528507 101.515856 \r\n",
       "L 74.673712 102.615889 \r\n",
       "L 73.818917 103.693105 \r\n",
       "L 72.964122 104.756183 \r\n",
       "L 72.109326 105.809635 \r\n",
       "L 71.254531 106.854016 \r\n",
       "L 70.399736 107.886416 \r\n",
       "L 69.544941 108.901159 \r\n",
       "L 68.690146 109.890633 \r\n",
       "L 67.83535 110.846159 \r\n",
       "L 66.980555 111.758837 \r\n",
       "L 66.12576 112.620289 \r\n",
       "L 65.270965 113.423275 \r\n",
       "L 64.416169 114.162138 \r\n",
       "L 63.561374 114.833068 \r\n",
       "L 62.706579 115.434212 \r\n",
       "L 61.851784 115.965618 \r\n",
       "L 60.996988 116.429069 \r\n",
       "L 60.142193 116.827822 \r\n",
       "L 59.287398 117.166293 \r\n",
       "L 58.432603 117.449723 \r\n",
       "L 57.577807 117.683844 \r\n",
       "L 56.723012 117.874571 \r\n",
       "L 55.868217 118.027741 \r\n",
       "L 55.013422 118.148888 \r\n",
       "L 54.158627 118.243086 \r\n",
       "L 53.303831 118.314822 \r\n",
       "L 52.449036 118.367924 \r\n",
       "L 51.594241 118.405519 \r\n",
       "L 50.739446 118.430013 \r\n",
       "L 49.88465 118.443087 \r\n",
       "z\r\n",
       "\" style=\"fill:#2ca02c;fill-opacity:0.25;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_113\">\r\n",
       "    <path clip-path=\"url(#pb2b43d208d)\" d=\"M 41.414513 118.407701 \r\n",
       "L 43.096816 118.276695 \r\n",
       "L 44.21835 118.043351 \r\n",
       "L 45.339885 117.619846 \r\n",
       "L 46.46142 116.91296 \r\n",
       "L 47.582955 115.811062 \r\n",
       "L 48.70449 114.201627 \r\n",
       "L 49.826025 111.997488 \r\n",
       "L 50.94756 109.166425 \r\n",
       "L 52.069094 105.754067 \r\n",
       "L 53.751397 99.844331 \r\n",
       "L 57.116001 87.582093 \r\n",
       "L 59.359071 80.408604 \r\n",
       "L 63.84521 66.692212 \r\n",
       "L 65.527513 60.580216 \r\n",
       "L 67.209815 53.389862 \r\n",
       "L 68.892117 44.954248 \r\n",
       "L 73.378257 20.474173 \r\n",
       "L 74.499792 16.31263 \r\n",
       "L 75.060559 14.953496 \r\n",
       "L 75.621326 14.16839 \r\n",
       "L 76.182094 14.008238 \r\n",
       "L 76.742861 14.503308 \r\n",
       "L 77.303629 15.659658 \r\n",
       "L 77.864396 17.457076 \r\n",
       "L 78.425164 19.848847 \r\n",
       "L 79.546698 26.108592 \r\n",
       "L 81.229001 37.610025 \r\n",
       "L 82.911303 48.978877 \r\n",
       "L 84.032838 55.418238 \r\n",
       "L 85.154373 60.729731 \r\n",
       "L 86.275908 65.126079 \r\n",
       "L 93.005117 88.656513 \r\n",
       "L 94.126652 92.012791 \r\n",
       "L 95.248186 94.885004 \r\n",
       "L 96.930489 98.53062 \r\n",
       "L 100.295093 105.49725 \r\n",
       "L 103.09893 111.416352 \r\n",
       "L 104.220465 113.409195 \r\n",
       "L 105.342 115.037909 \r\n",
       "L 106.463535 116.278242 \r\n",
       "L 107.58507 117.158793 \r\n",
       "L 108.706605 117.741521 \r\n",
       "L 109.82814 118.099777 \r\n",
       "L 111.510442 118.358556 \r\n",
       "L 112.631977 118.410151 \r\n",
       "L 112.631977 118.410151 \r\n",
       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_114\">\r\n",
       "    <path clip-path=\"url(#pb2b43d208d)\" d=\"M 50.576921 118.469102 \r\n",
       "L 54.807326 118.36446 \r\n",
       "L 57.98013 118.11123 \r\n",
       "L 61.152933 117.637085 \r\n",
       "L 65.383338 116.692619 \r\n",
       "L 68.556142 115.981612 \r\n",
       "L 70.671344 115.658634 \r\n",
       "L 72.786547 115.522766 \r\n",
       "L 75.959351 115.628203 \r\n",
       "L 79.132154 115.766304 \r\n",
       "L 81.247357 115.570908 \r\n",
       "L 82.304958 115.309732 \r\n",
       "L 83.362559 114.908221 \r\n",
       "L 84.42016 114.346986 \r\n",
       "L 85.477762 113.611302 \r\n",
       "L 86.535363 112.692056 \r\n",
       "L 87.592964 111.586456 \r\n",
       "L 89.708167 108.838512 \r\n",
       "L 91.823369 105.475038 \r\n",
       "L 94.996173 99.685896 \r\n",
       "L 101.34178 87.32106 \r\n",
       "L 104.514584 80.703788 \r\n",
       "L 107.687388 73.480951 \r\n",
       "L 110.860191 66.258059 \r\n",
       "L 112.975394 62.195165 \r\n",
       "L 114.032995 60.592196 \r\n",
       "L 115.090596 59.351001 \r\n",
       "L 116.148197 58.510557 \r\n",
       "L 117.205799 58.091321 \r\n",
       "L 118.2634 58.094204 \r\n",
       "L 119.321001 58.501636 \r\n",
       "L 120.378602 59.280469 \r\n",
       "L 121.436204 60.386166 \r\n",
       "L 122.493805 61.76758 \r\n",
       "L 124.609007 65.146881 \r\n",
       "L 127.781811 71.061271 \r\n",
       "L 132.012216 79.112399 \r\n",
       "L 134.127418 82.777352 \r\n",
       "L 136.242621 86.017592 \r\n",
       "L 138.357823 88.76621 \r\n",
       "L 140.473026 91.023738 \r\n",
       "L 142.588228 92.831801 \r\n",
       "L 144.703431 94.233451 \r\n",
       "L 146.818633 95.258184 \r\n",
       "L 148.933836 95.951695 \r\n",
       "L 154.221842 97.230668 \r\n",
       "L 155.279443 97.659868 \r\n",
       "L 156.337044 98.223231 \r\n",
       "L 157.394646 98.941745 \r\n",
       "L 158.452247 99.825364 \r\n",
       "L 160.567449 102.066336 \r\n",
       "L 162.682652 104.790323 \r\n",
       "L 166.913057 110.521406 \r\n",
       "L 169.028259 112.96351 \r\n",
       "L 171.143462 114.901751 \r\n",
       "L 173.258664 116.314158 \r\n",
       "L 175.373866 117.263116 \r\n",
       "L 177.489069 117.852423 \r\n",
       "L 179.604271 118.190573 \r\n",
       "L 182.777075 118.417689 \r\n",
       "L 184.892278 118.465149 \r\n",
       "L 184.892278 118.465149 \r\n",
       "\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_115\">\r\n",
       "    <path clip-path=\"url(#pb2b43d208d)\" d=\"M 49.88465 118.443087 \r\n",
       "L 53.303831 118.314822 \r\n",
       "L 55.868217 118.027741 \r\n",
       "L 57.577807 117.683844 \r\n",
       "L 59.287398 117.166293 \r\n",
       "L 60.996988 116.429069 \r\n",
       "L 62.706579 115.434212 \r\n",
       "L 64.416169 114.162138 \r\n",
       "L 66.12576 112.620289 \r\n",
       "L 68.690146 109.890633 \r\n",
       "L 72.109326 105.809635 \r\n",
       "L 76.383303 100.380301 \r\n",
       "L 78.092893 97.935086 \r\n",
       "L 79.802484 95.12661 \r\n",
       "L 81.512074 91.804864 \r\n",
       "L 83.221665 87.877118 \r\n",
       "L 84.931255 83.356385 \r\n",
       "L 87.495641 75.816172 \r\n",
       "L 90.060026 68.27065 \r\n",
       "L 91.769617 63.84265 \r\n",
       "L 93.479207 60.267635 \r\n",
       "L 94.334003 58.866155 \r\n",
       "L 95.188798 57.739735 \r\n",
       "L 96.043593 56.890276 \r\n",
       "L 96.898388 56.311253 \r\n",
       "L 97.753184 55.988883 \r\n",
       "L 98.607979 55.903646 \r\n",
       "L 99.462774 56.032051 \r\n",
       "L 100.317569 56.348447 \r\n",
       "L 101.172365 56.826753 \r\n",
       "L 102.881955 58.171319 \r\n",
       "L 104.591545 59.89699 \r\n",
       "L 107.155931 62.957051 \r\n",
       "L 109.720317 66.404367 \r\n",
       "L 113.994293 72.626889 \r\n",
       "L 117.413474 77.535011 \r\n",
       "L 120.832655 82.019812 \r\n",
       "L 125.961426 88.498014 \r\n",
       "L 128.525812 92.142016 \r\n",
       "L 131.090198 96.207766 \r\n",
       "L 137.92856 107.539354 \r\n",
       "L 139.63815 109.960481 \r\n",
       "L 141.347741 112.060616 \r\n",
       "L 143.057331 113.809091 \r\n",
       "L 144.766922 115.205382 \r\n",
       "L 146.476512 116.274073 \r\n",
       "L 148.186102 117.057279 \r\n",
       "L 149.895693 117.60622 \r\n",
       "L 152.460079 118.104288 \r\n",
       "L 155.024464 118.346232 \r\n",
       "L 158.443645 118.445707 \r\n",
       "L 158.443645 118.445707 \r\n",
       "\" style=\"fill:none;stroke:#2ca02c;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_18\">\r\n",
       "   <g id=\"PolyCollection_4\">\r\n",
       "    <path clip-path=\"url(#p010ad9476b)\" d=\"M 230.023324 238.212127 \r\n",
       "L 230.023324 238.282047 \r\n",
       "L 231.086027 238.282047 \r\n",
       "L 232.14873 238.282047 \r\n",
       "L 233.211433 238.282047 \r\n",
       "L 234.274137 238.282047 \r\n",
       "L 235.33684 238.282047 \r\n",
       "L 236.399543 238.282047 \r\n",
       "L 237.462246 238.282047 \r\n",
       "L 238.524949 238.282047 \r\n",
       "L 239.587653 238.282047 \r\n",
       "L 240.650356 238.282047 \r\n",
       "L 241.713059 238.282047 \r\n",
       "L 242.775762 238.282047 \r\n",
       "L 243.838465 238.282047 \r\n",
       "L 244.901169 238.282047 \r\n",
       "L 245.963872 238.282047 \r\n",
       "L 247.026575 238.282047 \r\n",
       "L 248.089278 238.282047 \r\n",
       "L 249.151981 238.282047 \r\n",
       "L 250.214685 238.282047 \r\n",
       "L 251.277388 238.282047 \r\n",
       "L 252.340091 238.282047 \r\n",
       "L 253.402794 238.282047 \r\n",
       "L 254.465497 238.282047 \r\n",
       "L 255.528201 238.282047 \r\n",
       "L 256.590904 238.282047 \r\n",
       "L 257.653607 238.282047 \r\n",
       "L 258.71631 238.282047 \r\n",
       "L 259.779013 238.282047 \r\n",
       "L 260.841717 238.282047 \r\n",
       "L 261.90442 238.282047 \r\n",
       "L 262.967123 238.282047 \r\n",
       "L 264.029826 238.282047 \r\n",
       "L 265.092529 238.282047 \r\n",
       "L 266.155233 238.282047 \r\n",
       "L 267.217936 238.282047 \r\n",
       "L 268.280639 238.282047 \r\n",
       "L 269.343342 238.282047 \r\n",
       "L 270.406045 238.282047 \r\n",
       "L 271.468749 238.282047 \r\n",
       "L 272.531452 238.282047 \r\n",
       "L 273.594155 238.282047 \r\n",
       "L 274.656858 238.282047 \r\n",
       "L 275.719561 238.282047 \r\n",
       "L 276.782265 238.282047 \r\n",
       "L 277.844968 238.282047 \r\n",
       "L 278.907671 238.282047 \r\n",
       "L 279.970374 238.282047 \r\n",
       "L 281.033077 238.282047 \r\n",
       "L 282.095781 238.282047 \r\n",
       "L 283.158484 238.282047 \r\n",
       "L 284.221187 238.282047 \r\n",
       "L 285.28389 238.282047 \r\n",
       "L 286.346593 238.282047 \r\n",
       "L 287.409297 238.282047 \r\n",
       "L 288.472 238.282047 \r\n",
       "L 289.534703 238.282047 \r\n",
       "L 290.597406 238.282047 \r\n",
       "L 291.66011 238.282047 \r\n",
       "L 292.722813 238.282047 \r\n",
       "L 293.785516 238.282047 \r\n",
       "L 294.848219 238.282047 \r\n",
       "L 295.910922 238.282047 \r\n",
       "L 296.973626 238.282047 \r\n",
       "L 298.036329 238.282047 \r\n",
       "L 299.099032 238.282047 \r\n",
       "L 300.161735 238.282047 \r\n",
       "L 301.224438 238.282047 \r\n",
       "L 302.287142 238.282047 \r\n",
       "L 303.349845 238.282047 \r\n",
       "L 304.412548 238.282047 \r\n",
       "L 305.475251 238.282047 \r\n",
       "L 306.537954 238.282047 \r\n",
       "L 307.600658 238.282047 \r\n",
       "L 308.663361 238.282047 \r\n",
       "L 309.726064 238.282047 \r\n",
       "L 310.788767 238.282047 \r\n",
       "L 311.85147 238.282047 \r\n",
       "L 312.914174 238.282047 \r\n",
       "L 313.976877 238.282047 \r\n",
       "L 315.03958 238.282047 \r\n",
       "L 316.102283 238.282047 \r\n",
       "L 317.164986 238.282047 \r\n",
       "L 318.22769 238.282047 \r\n",
       "L 319.290393 238.282047 \r\n",
       "L 320.353096 238.282047 \r\n",
       "L 321.415799 238.282047 \r\n",
       "L 322.478502 238.282047 \r\n",
       "L 323.541206 238.282047 \r\n",
       "L 324.603909 238.282047 \r\n",
       "L 325.666612 238.282047 \r\n",
       "L 326.729315 238.282047 \r\n",
       "L 327.792018 238.282047 \r\n",
       "L 328.854722 238.282047 \r\n",
       "L 329.917425 238.282047 \r\n",
       "L 330.980128 238.282047 \r\n",
       "L 332.042831 238.282047 \r\n",
       "L 333.105534 238.282047 \r\n",
       "L 334.168238 238.282047 \r\n",
       "L 335.230941 238.282047 \r\n",
       "L 336.293644 238.282047 \r\n",
       "L 337.356347 238.282047 \r\n",
       "L 338.41905 238.282047 \r\n",
       "L 339.481754 238.282047 \r\n",
       "L 340.544457 238.282047 \r\n",
       "L 341.60716 238.282047 \r\n",
       "L 342.669863 238.282047 \r\n",
       "L 343.732566 238.282047 \r\n",
       "L 344.79527 238.282047 \r\n",
       "L 345.857973 238.282047 \r\n",
       "L 346.920676 238.282047 \r\n",
       "L 347.983379 238.282047 \r\n",
       "L 349.046082 238.282047 \r\n",
       "L 350.108786 238.282047 \r\n",
       "L 351.171489 238.282047 \r\n",
       "L 352.234192 238.282047 \r\n",
       "L 353.296895 238.282047 \r\n",
       "L 354.359598 238.282047 \r\n",
       "L 355.422302 238.282047 \r\n",
       "L 356.485005 238.282047 \r\n",
       "L 357.547708 238.282047 \r\n",
       "L 358.610411 238.282047 \r\n",
       "L 359.673114 238.282047 \r\n",
       "L 360.735818 238.282047 \r\n",
       "L 361.798521 238.282047 \r\n",
       "L 362.861224 238.282047 \r\n",
       "L 363.923927 238.282047 \r\n",
       "L 364.98663 238.282047 \r\n",
       "L 364.98663 238.211669 \r\n",
       "L 364.98663 238.211669 \r\n",
       "L 363.923927 238.200331 \r\n",
       "L 362.861224 238.177153 \r\n",
       "L 361.798521 238.140349 \r\n",
       "L 360.735818 238.087345 \r\n",
       "L 359.673114 238.014861 \r\n",
       "L 358.610411 237.919038 \r\n",
       "L 357.547708 237.795611 \r\n",
       "L 356.485005 237.640146 \r\n",
       "L 355.422302 237.448305 \r\n",
       "L 354.359598 237.216155 \r\n",
       "L 353.296895 236.940467 \r\n",
       "L 352.234192 236.618988 \r\n",
       "L 351.171489 236.250645 \r\n",
       "L 350.108786 235.83564 \r\n",
       "L 349.046082 235.375417 \r\n",
       "L 347.983379 234.872487 \r\n",
       "L 346.920676 234.33011 \r\n",
       "L 345.857973 233.751864 \r\n",
       "L 344.79527 233.141146 \r\n",
       "L 343.732566 232.500642 \r\n",
       "L 342.669863 231.831843 \r\n",
       "L 341.60716 231.134637 \r\n",
       "L 340.544457 230.407026 \r\n",
       "L 339.481754 229.644984 \r\n",
       "L 338.41905 228.842465 \r\n",
       "L 337.356347 227.991549 \r\n",
       "L 336.293644 227.082719 \r\n",
       "L 335.230941 226.105243 \r\n",
       "L 334.168238 225.047666 \r\n",
       "L 333.105534 223.898394 \r\n",
       "L 332.042831 222.646367 \r\n",
       "L 330.980128 221.281808 \r\n",
       "L 329.917425 219.797019 \r\n",
       "L 328.854722 218.187151 \r\n",
       "L 327.792018 216.450879 \r\n",
       "L 326.729315 214.59087 \r\n",
       "L 325.666612 212.613916 \r\n",
       "L 324.603909 210.530658 \r\n",
       "L 323.541206 208.354817 \r\n",
       "L 322.478502 206.101978 \r\n",
       "L 321.415799 203.787991 \r\n",
       "L 320.353096 201.427202 \r\n",
       "L 319.290393 199.030763 \r\n",
       "L 318.22769 196.605329 \r\n",
       "L 317.164986 194.152424 \r\n",
       "L 316.102283 191.668724 \r\n",
       "L 315.03958 189.147355 \r\n",
       "L 313.976877 186.580166 \r\n",
       "L 312.914174 183.960739 \r\n",
       "L 311.85147 181.28777 \r\n",
       "L 310.788767 178.568289 \r\n",
       "L 309.726064 175.820178 \r\n",
       "L 308.663361 173.073487 \r\n",
       "L 307.600658 170.370172 \r\n",
       "L 306.537954 167.762129 \r\n",
       "L 305.475251 165.307628 \r\n",
       "L 304.412548 163.066559 \r\n",
       "L 303.349845 161.095083 \r\n",
       "L 302.287142 159.440462 \r\n",
       "L 301.224438 158.136812 \r\n",
       "L 300.161735 157.202457 \r\n",
       "L 299.099032 156.639291 \r\n",
       "L 298.036329 156.434299 \r\n",
       "L 296.973626 156.563009 \r\n",
       "L 295.910922 156.994375 \r\n",
       "L 294.848219 157.696347 \r\n",
       "L 293.785516 158.641275 \r\n",
       "L 292.722813 159.810326 \r\n",
       "L 291.66011 161.196253 \r\n",
       "L 290.597406 162.804083 \r\n",
       "L 289.534703 164.649644 \r\n",
       "L 288.472 166.756156 \r\n",
       "L 287.409297 169.149371 \r\n",
       "L 286.346593 171.851974 \r\n",
       "L 285.28389 174.878035 \r\n",
       "L 284.221187 178.228255 \r\n",
       "L 283.158484 181.886644 \r\n",
       "L 282.095781 185.819039 \r\n",
       "L 281.033077 189.973617 \r\n",
       "L 279.970374 194.283308 \r\n",
       "L 278.907671 198.669761 \r\n",
       "L 277.844968 203.048363 \r\n",
       "L 276.782265 207.333726 \r\n",
       "L 275.719561 211.445021 \r\n",
       "L 274.656858 215.310646 \r\n",
       "L 273.594155 218.871819 \r\n",
       "L 272.531452 222.084864 \r\n",
       "L 271.468749 224.922144 \r\n",
       "L 270.406045 227.371728 \r\n",
       "L 269.343342 229.436039 \r\n",
       "L 268.280639 231.129765 \r\n",
       "L 267.217936 232.477381 \r\n",
       "L 266.155233 233.510564 \r\n",
       "L 265.092529 234.265759 \r\n",
       "L 264.029826 234.782046 \r\n",
       "L 262.967123 235.099396 \r\n",
       "L 261.90442 235.257304 \r\n",
       "L 260.841717 235.29376 \r\n",
       "L 259.779013 235.244451 \r\n",
       "L 258.71631 235.142142 \r\n",
       "L 257.653607 235.016124 \r\n",
       "L 256.590904 234.891728 \r\n",
       "L 255.528201 234.78989 \r\n",
       "L 254.465497 234.72679 \r\n",
       "L 253.402794 234.713641 \r\n",
       "L 252.340091 234.756656 \r\n",
       "L 251.277388 234.857257 \r\n",
       "L 250.214685 235.012536 \r\n",
       "L 249.151981 235.215952 \r\n",
       "L 248.089278 235.458219 \r\n",
       "L 247.026575 235.728308 \r\n",
       "L 245.963872 236.014478 \r\n",
       "L 244.901169 236.305231 \r\n",
       "L 243.838465 236.590127 \r\n",
       "L 242.775762 236.860393 \r\n",
       "L 241.713059 237.109289 \r\n",
       "L 240.650356 237.332244 \r\n",
       "L 239.587653 237.526787 \r\n",
       "L 238.524949 237.692301 \r\n",
       "L 237.462246 237.829676 \r\n",
       "L 236.399543 237.940897 \r\n",
       "L 235.33684 238.028634 \r\n",
       "L 234.274137 238.095848 \r\n",
       "L 233.211433 238.145461 \r\n",
       "L 232.14873 238.180088 \r\n",
       "L 231.086027 238.20183 \r\n",
       "L 230.023324 238.212127 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;fill-opacity:0.25;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_5\">\r\n",
       "    <path clip-path=\"url(#p010ad9476b)\" d=\"M 232.114949 238.148722 \r\n",
       "L 232.114949 238.282047 \r\n",
       "L 232.912765 238.282047 \r\n",
       "L 233.710581 238.282047 \r\n",
       "L 234.508397 238.282047 \r\n",
       "L 235.306213 238.282047 \r\n",
       "L 236.104029 238.282047 \r\n",
       "L 236.901845 238.282047 \r\n",
       "L 237.699661 238.282047 \r\n",
       "L 238.497477 238.282047 \r\n",
       "L 239.295293 238.282047 \r\n",
       "L 240.09311 238.282047 \r\n",
       "L 240.890926 238.282047 \r\n",
       "L 241.688742 238.282047 \r\n",
       "L 242.486558 238.282047 \r\n",
       "L 243.284374 238.282047 \r\n",
       "L 244.08219 238.282047 \r\n",
       "L 244.880006 238.282047 \r\n",
       "L 245.677822 238.282047 \r\n",
       "L 246.475638 238.282047 \r\n",
       "L 247.273454 238.282047 \r\n",
       "L 248.07127 238.282047 \r\n",
       "L 248.869086 238.282047 \r\n",
       "L 249.666902 238.282047 \r\n",
       "L 250.464718 238.282047 \r\n",
       "L 251.262535 238.282047 \r\n",
       "L 252.060351 238.282047 \r\n",
       "L 252.858167 238.282047 \r\n",
       "L 253.655983 238.282047 \r\n",
       "L 254.453799 238.282047 \r\n",
       "L 255.251615 238.282047 \r\n",
       "L 256.049431 238.282047 \r\n",
       "L 256.847247 238.282047 \r\n",
       "L 257.645063 238.282047 \r\n",
       "L 258.442879 238.282047 \r\n",
       "L 259.240695 238.282047 \r\n",
       "L 260.038511 238.282047 \r\n",
       "L 260.836327 238.282047 \r\n",
       "L 261.634143 238.282047 \r\n",
       "L 262.43196 238.282047 \r\n",
       "L 263.229776 238.282047 \r\n",
       "L 264.027592 238.282047 \r\n",
       "L 264.825408 238.282047 \r\n",
       "L 265.623224 238.282047 \r\n",
       "L 266.42104 238.282047 \r\n",
       "L 267.218856 238.282047 \r\n",
       "L 268.016672 238.282047 \r\n",
       "L 268.814488 238.282047 \r\n",
       "L 269.612304 238.282047 \r\n",
       "L 270.41012 238.282047 \r\n",
       "L 271.207936 238.282047 \r\n",
       "L 272.005752 238.282047 \r\n",
       "L 272.803568 238.282047 \r\n",
       "L 273.601385 238.282047 \r\n",
       "L 274.399201 238.282047 \r\n",
       "L 275.197017 238.282047 \r\n",
       "L 275.994833 238.282047 \r\n",
       "L 276.792649 238.282047 \r\n",
       "L 277.590465 238.282047 \r\n",
       "L 278.388281 238.282047 \r\n",
       "L 279.186097 238.282047 \r\n",
       "L 279.983913 238.282047 \r\n",
       "L 280.781729 238.282047 \r\n",
       "L 281.579545 238.282047 \r\n",
       "L 282.377361 238.282047 \r\n",
       "L 283.175177 238.282047 \r\n",
       "L 283.972994 238.282047 \r\n",
       "L 284.77081 238.282047 \r\n",
       "L 285.568626 238.282047 \r\n",
       "L 286.366442 238.282047 \r\n",
       "L 287.164258 238.282047 \r\n",
       "L 287.962074 238.282047 \r\n",
       "L 288.75989 238.282047 \r\n",
       "L 289.557706 238.282047 \r\n",
       "L 290.355522 238.282047 \r\n",
       "L 291.153338 238.282047 \r\n",
       "L 291.951154 238.282047 \r\n",
       "L 292.74897 238.282047 \r\n",
       "L 293.546786 238.282047 \r\n",
       "L 294.344602 238.282047 \r\n",
       "L 295.142419 238.282047 \r\n",
       "L 295.940235 238.282047 \r\n",
       "L 296.738051 238.282047 \r\n",
       "L 297.535867 238.282047 \r\n",
       "L 298.333683 238.282047 \r\n",
       "L 299.131499 238.282047 \r\n",
       "L 299.929315 238.282047 \r\n",
       "L 300.727131 238.282047 \r\n",
       "L 301.524947 238.282047 \r\n",
       "L 302.322763 238.282047 \r\n",
       "L 303.120579 238.282047 \r\n",
       "L 303.918395 238.282047 \r\n",
       "L 304.716211 238.282047 \r\n",
       "L 305.514027 238.282047 \r\n",
       "L 306.311844 238.282047 \r\n",
       "L 307.10966 238.282047 \r\n",
       "L 307.907476 238.282047 \r\n",
       "L 308.705292 238.282047 \r\n",
       "L 309.503108 238.282047 \r\n",
       "L 310.300924 238.282047 \r\n",
       "L 311.09874 238.282047 \r\n",
       "L 311.896556 238.282047 \r\n",
       "L 312.694372 238.282047 \r\n",
       "L 313.492188 238.282047 \r\n",
       "L 314.290004 238.282047 \r\n",
       "L 315.08782 238.282047 \r\n",
       "L 315.885636 238.282047 \r\n",
       "L 316.683452 238.282047 \r\n",
       "L 317.481269 238.282047 \r\n",
       "L 318.279085 238.282047 \r\n",
       "L 319.076901 238.282047 \r\n",
       "L 319.874717 238.282047 \r\n",
       "L 320.672533 238.282047 \r\n",
       "L 321.470349 238.282047 \r\n",
       "L 322.268165 238.282047 \r\n",
       "L 323.065981 238.282047 \r\n",
       "L 323.863797 238.282047 \r\n",
       "L 324.661613 238.282047 \r\n",
       "L 325.459429 238.282047 \r\n",
       "L 326.257245 238.282047 \r\n",
       "L 327.055061 238.282047 \r\n",
       "L 327.852877 238.282047 \r\n",
       "L 328.650694 238.282047 \r\n",
       "L 329.44851 238.282047 \r\n",
       "L 330.246326 238.282047 \r\n",
       "L 331.044142 238.282047 \r\n",
       "L 331.841958 238.282047 \r\n",
       "L 332.639774 238.282047 \r\n",
       "L 333.43759 238.282047 \r\n",
       "L 333.43759 238.128622 \r\n",
       "L 333.43759 238.128622 \r\n",
       "L 332.639774 238.084173 \r\n",
       "L 331.841958 238.011085 \r\n",
       "L 331.044142 237.903292 \r\n",
       "L 330.246326 237.753121 \r\n",
       "L 329.44851 237.551629 \r\n",
       "L 328.650694 237.289141 \r\n",
       "L 327.852877 236.956 \r\n",
       "L 327.055061 236.543531 \r\n",
       "L 326.257245 236.045159 \r\n",
       "L 325.459429 235.457599 \r\n",
       "L 324.661613 234.781999 \r\n",
       "L 323.863797 234.02486 \r\n",
       "L 323.065981 233.198578 \r\n",
       "L 322.268165 232.321455 \r\n",
       "L 321.470349 231.417077 \r\n",
       "L 320.672533 230.513025 \r\n",
       "L 319.874717 229.638986 \r\n",
       "L 319.076901 228.824426 \r\n",
       "L 318.279085 228.096044 \r\n",
       "L 317.481269 227.475311 \r\n",
       "L 316.683452 226.976364 \r\n",
       "L 315.885636 226.604502 \r\n",
       "L 315.08782 226.355445 \r\n",
       "L 314.290004 226.2154 \r\n",
       "L 313.492188 226.161878 \r\n",
       "L 312.694372 226.165092 \r\n",
       "L 311.896556 226.189736 \r\n",
       "L 311.09874 226.196909 \r\n",
       "L 310.300924 226.145987 \r\n",
       "L 309.503108 225.996314 \r\n",
       "L 308.705292 225.708653 \r\n",
       "L 307.907476 225.246395 \r\n",
       "L 307.10966 224.576581 \r\n",
       "L 306.311844 223.670801 \r\n",
       "L 305.514027 222.506 \r\n",
       "L 304.716211 221.065205 \r\n",
       "L 303.918395 219.338119 \r\n",
       "L 303.120579 217.321498 \r\n",
       "L 302.322763 215.019232 \r\n",
       "L 301.524947 212.44202 \r\n",
       "L 300.727131 209.606613 \r\n",
       "L 299.929315 206.534625 \r\n",
       "L 299.131499 203.25099 \r\n",
       "L 298.333683 199.782209 \r\n",
       "L 297.535867 196.154586 \r\n",
       "L 296.738051 192.392672 \r\n",
       "L 295.940235 188.51819 \r\n",
       "L 295.142419 184.549633 \r\n",
       "L 294.344602 180.50273 \r\n",
       "L 293.546786 176.39183 \r\n",
       "L 292.74897 172.232162 \r\n",
       "L 291.951154 168.042728 \r\n",
       "L 291.153338 163.849463 \r\n",
       "L 290.355522 159.688119 \r\n",
       "L 289.557706 155.60628 \r\n",
       "L 288.75989 151.663921 \r\n",
       "L 287.962074 147.932075 \r\n",
       "L 287.164258 144.489423 \r\n",
       "L 286.366442 141.416968 \r\n",
       "L 285.568626 138.791341 \r\n",
       "L 284.77081 136.677603 \r\n",
       "L 283.972994 135.122618 \r\n",
       "L 283.175177 134.150103 \r\n",
       "L 282.377361 133.758238 \r\n",
       "L 281.579545 133.920349 \r\n",
       "L 280.781729 134.588666 \r\n",
       "L 279.983913 135.700575 \r\n",
       "L 279.186097 137.186378 \r\n",
       "L 278.388281 138.97727 \r\n",
       "L 277.590465 141.01224 \r\n",
       "L 276.792649 143.24283 \r\n",
       "L 275.994833 145.635137 \r\n",
       "L 275.197017 148.168983 \r\n",
       "L 274.399201 150.834726 \r\n",
       "L 273.601385 153.628603 \r\n",
       "L 272.803568 156.54771 \r\n",
       "L 272.005752 159.585698 \r\n",
       "L 271.207936 162.730042 \r\n",
       "L 270.41012 165.961298 \r\n",
       "L 269.612304 169.254366 \r\n",
       "L 268.814488 172.581284 \r\n",
       "L 268.016672 175.914843 \r\n",
       "L 267.218856 179.232127 \r\n",
       "L 266.42104 182.517178 \r\n",
       "L 265.623224 185.762193 \r\n",
       "L 264.825408 188.966993 \r\n",
       "L 264.027592 192.136865 \r\n",
       "L 263.229776 195.279211 \r\n",
       "L 262.43196 198.399667 \r\n",
       "L 261.634143 201.498444 \r\n",
       "L 260.836327 204.567588 \r\n",
       "L 260.038511 207.589692 \r\n",
       "L 259.240695 210.538296 \r\n",
       "L 258.442879 213.379931 \r\n",
       "L 257.645063 216.077474 \r\n",
       "L 256.847247 218.59427 \r\n",
       "L 256.049431 220.898369 \r\n",
       "L 255.251615 222.966251 \r\n",
       "L 254.453799 224.785485 \r\n",
       "L 253.655983 226.356006 \r\n",
       "L 252.858167 227.689889 \r\n",
       "L 252.060351 228.809726 \r\n",
       "L 251.262535 229.745932 \r\n",
       "L 250.464718 230.533392 \r\n",
       "L 249.666902 231.207941 \r\n",
       "L 248.869086 231.803127 \r\n",
       "L 248.07127 232.347625 \r\n",
       "L 247.273454 232.863523 \r\n",
       "L 246.475638 233.365587 \r\n",
       "L 245.677822 233.861434 \r\n",
       "L 244.880006 234.352458 \r\n",
       "L 244.08219 234.835262 \r\n",
       "L 243.284374 235.30335 \r\n",
       "L 242.486558 235.748808 \r\n",
       "L 241.688742 236.163783 \r\n",
       "L 240.890926 236.541621 \r\n",
       "L 240.09311 236.877599 \r\n",
       "L 239.295293 237.169242 \r\n",
       "L 238.497477 237.416295 \r\n",
       "L 237.699661 237.620416 \r\n",
       "L 236.901845 237.784698 \r\n",
       "L 236.104029 237.913105 \r\n",
       "L 235.306213 238.009897 \r\n",
       "L 234.508397 238.079098 \r\n",
       "L 233.710581 238.124032 \r\n",
       "L 232.912765 238.14695 \r\n",
       "L 232.114949 238.148722 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;fill-opacity:0.25;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_6\">\r\n",
       "    <path clip-path=\"url(#p010ad9476b)\" d=\"M 221.508866 238.190526 \r\n",
       "L 221.508866 238.282047 \r\n",
       "L 222.274894 238.282047 \r\n",
       "L 223.040923 238.282047 \r\n",
       "L 223.806951 238.282047 \r\n",
       "L 224.572979 238.282047 \r\n",
       "L 225.339008 238.282047 \r\n",
       "L 226.105036 238.282047 \r\n",
       "L 226.871064 238.282047 \r\n",
       "L 227.637092 238.282047 \r\n",
       "L 228.403121 238.282047 \r\n",
       "L 229.169149 238.282047 \r\n",
       "L 229.935177 238.282047 \r\n",
       "L 230.701206 238.282047 \r\n",
       "L 231.467234 238.282047 \r\n",
       "L 232.233262 238.282047 \r\n",
       "L 232.999291 238.282047 \r\n",
       "L 233.765319 238.282047 \r\n",
       "L 234.531347 238.282047 \r\n",
       "L 235.297375 238.282047 \r\n",
       "L 236.063404 238.282047 \r\n",
       "L 236.829432 238.282047 \r\n",
       "L 237.59546 238.282047 \r\n",
       "L 238.361489 238.282047 \r\n",
       "L 239.127517 238.282047 \r\n",
       "L 239.893545 238.282047 \r\n",
       "L 240.659573 238.282047 \r\n",
       "L 241.425602 238.282047 \r\n",
       "L 242.19163 238.282047 \r\n",
       "L 242.957658 238.282047 \r\n",
       "L 243.723687 238.282047 \r\n",
       "L 244.489715 238.282047 \r\n",
       "L 245.255743 238.282047 \r\n",
       "L 246.021772 238.282047 \r\n",
       "L 246.7878 238.282047 \r\n",
       "L 247.553828 238.282047 \r\n",
       "L 248.319856 238.282047 \r\n",
       "L 249.085885 238.282047 \r\n",
       "L 249.851913 238.282047 \r\n",
       "L 250.617941 238.282047 \r\n",
       "L 251.38397 238.282047 \r\n",
       "L 252.149998 238.282047 \r\n",
       "L 252.916026 238.282047 \r\n",
       "L 253.682054 238.282047 \r\n",
       "L 254.448083 238.282047 \r\n",
       "L 255.214111 238.282047 \r\n",
       "L 255.980139 238.282047 \r\n",
       "L 256.746168 238.282047 \r\n",
       "L 257.512196 238.282047 \r\n",
       "L 258.278224 238.282047 \r\n",
       "L 259.044253 238.282047 \r\n",
       "L 259.810281 238.282047 \r\n",
       "L 260.576309 238.282047 \r\n",
       "L 261.342337 238.282047 \r\n",
       "L 262.108366 238.282047 \r\n",
       "L 262.874394 238.282047 \r\n",
       "L 263.640422 238.282047 \r\n",
       "L 264.406451 238.282047 \r\n",
       "L 265.172479 238.282047 \r\n",
       "L 265.938507 238.282047 \r\n",
       "L 266.704535 238.282047 \r\n",
       "L 267.470564 238.282047 \r\n",
       "L 268.236592 238.282047 \r\n",
       "L 269.00262 238.282047 \r\n",
       "L 269.768649 238.282047 \r\n",
       "L 270.534677 238.282047 \r\n",
       "L 271.300705 238.282047 \r\n",
       "L 272.066734 238.282047 \r\n",
       "L 272.832762 238.282047 \r\n",
       "L 273.59879 238.282047 \r\n",
       "L 274.364818 238.282047 \r\n",
       "L 275.130847 238.282047 \r\n",
       "L 275.896875 238.282047 \r\n",
       "L 276.662903 238.282047 \r\n",
       "L 277.428932 238.282047 \r\n",
       "L 278.19496 238.282047 \r\n",
       "L 278.960988 238.282047 \r\n",
       "L 279.727016 238.282047 \r\n",
       "L 280.493045 238.282047 \r\n",
       "L 281.259073 238.282047 \r\n",
       "L 282.025101 238.282047 \r\n",
       "L 282.79113 238.282047 \r\n",
       "L 283.557158 238.282047 \r\n",
       "L 284.323186 238.282047 \r\n",
       "L 285.089214 238.282047 \r\n",
       "L 285.855243 238.282047 \r\n",
       "L 286.621271 238.282047 \r\n",
       "L 287.387299 238.282047 \r\n",
       "L 288.153328 238.282047 \r\n",
       "L 288.919356 238.282047 \r\n",
       "L 289.685384 238.282047 \r\n",
       "L 290.451413 238.282047 \r\n",
       "L 291.217441 238.282047 \r\n",
       "L 291.983469 238.282047 \r\n",
       "L 292.749497 238.282047 \r\n",
       "L 293.515526 238.282047 \r\n",
       "L 294.281554 238.282047 \r\n",
       "L 295.047582 238.282047 \r\n",
       "L 295.813611 238.282047 \r\n",
       "L 296.579639 238.282047 \r\n",
       "L 297.345667 238.282047 \r\n",
       "L 298.111695 238.282047 \r\n",
       "L 298.877724 238.282047 \r\n",
       "L 299.643752 238.282047 \r\n",
       "L 300.40978 238.282047 \r\n",
       "L 301.175809 238.282047 \r\n",
       "L 301.941837 238.282047 \r\n",
       "L 302.707865 238.282047 \r\n",
       "L 303.473894 238.282047 \r\n",
       "L 304.239922 238.282047 \r\n",
       "L 305.00595 238.282047 \r\n",
       "L 305.771978 238.282047 \r\n",
       "L 306.538007 238.282047 \r\n",
       "L 307.304035 238.282047 \r\n",
       "L 308.070063 238.282047 \r\n",
       "L 308.836092 238.282047 \r\n",
       "L 309.60212 238.282047 \r\n",
       "L 310.368148 238.282047 \r\n",
       "L 311.134176 238.282047 \r\n",
       "L 311.900205 238.282047 \r\n",
       "L 312.666233 238.282047 \r\n",
       "L 313.432261 238.282047 \r\n",
       "L 314.19829 238.282047 \r\n",
       "L 314.964318 238.282047 \r\n",
       "L 315.730346 238.282047 \r\n",
       "L 316.496375 238.282047 \r\n",
       "L 317.262403 238.282047 \r\n",
       "L 318.028431 238.282047 \r\n",
       "L 318.794459 238.282047 \r\n",
       "L 318.794459 238.188239 \r\n",
       "L 318.794459 238.188239 \r\n",
       "L 318.028431 238.174436 \r\n",
       "L 317.262403 238.147991 \r\n",
       "L 316.496375 238.106984 \r\n",
       "L 315.730346 238.048675 \r\n",
       "L 314.964318 237.969496 \r\n",
       "L 314.19829 237.865051 \r\n",
       "L 313.432261 237.73014 \r\n",
       "L 312.666233 237.558808 \r\n",
       "L 311.900205 237.344419 \r\n",
       "L 311.134176 237.079764 \r\n",
       "L 310.368148 236.757189 \r\n",
       "L 309.60212 236.368756 \r\n",
       "L 308.836092 235.906402 \r\n",
       "L 308.070063 235.362106 \r\n",
       "L 307.304035 234.728044 \r\n",
       "L 306.538007 233.996711 \r\n",
       "L 305.771978 233.161007 \r\n",
       "L 305.00595 232.214277 \r\n",
       "L 304.239922 231.150296 \r\n",
       "L 303.473894 229.963207 \r\n",
       "L 302.707865 228.647427 \r\n",
       "L 301.941837 227.197512 \r\n",
       "L 301.175809 225.608031 \r\n",
       "L 300.40978 223.873448 \r\n",
       "L 299.643752 221.988043 \r\n",
       "L 298.877724 219.945898 \r\n",
       "L 298.111695 217.740972 \r\n",
       "L 297.345667 215.367275 \r\n",
       "L 296.579639 212.819171 \r\n",
       "L 295.813611 210.091799 \r\n",
       "L 295.047582 207.181646 \r\n",
       "L 294.281554 204.087226 \r\n",
       "L 293.515526 200.809877 \r\n",
       "L 292.749497 197.354626 \r\n",
       "L 291.983469 193.731071 \r\n",
       "L 291.217441 189.954219 \r\n",
       "L 290.451413 186.045197 \r\n",
       "L 289.685384 182.031756 \r\n",
       "L 288.919356 177.948471 \r\n",
       "L 288.153328 173.836571 \r\n",
       "L 287.387299 169.743352 \r\n",
       "L 286.621271 165.721133 \r\n",
       "L 285.855243 161.825796 \r\n",
       "L 285.089214 158.11495 \r\n",
       "L 284.323186 154.645834 \r\n",
       "L 283.557158 151.473079 \r\n",
       "L 282.79113 148.646489 \r\n",
       "L 282.025101 146.208985 \r\n",
       "L 281.259073 144.194861 \r\n",
       "L 280.493045 142.628473 \r\n",
       "L 279.727016 141.523421 \r\n",
       "L 278.960988 140.882268 \r\n",
       "L 278.19496 140.69678 \r\n",
       "L 277.428932 140.948635 \r\n",
       "L 276.662903 141.610523 \r\n",
       "L 275.896875 142.647522 \r\n",
       "L 275.130847 144.018679 \r\n",
       "L 274.364818 145.678658 \r\n",
       "L 273.59879 147.579413 \r\n",
       "L 272.832762 149.671785 \r\n",
       "L 272.066734 151.907009 \r\n",
       "L 271.300705 154.238082 \r\n",
       "L 270.534677 156.620976 \r\n",
       "L 269.768649 159.015696 \r\n",
       "L 269.00262 161.387157 \r\n",
       "L 268.236592 163.705881 \r\n",
       "L 267.470564 165.94849 \r\n",
       "L 266.704535 168.097991 \r\n",
       "L 265.938507 170.143844 \r\n",
       "L 265.172479 172.081793 \r\n",
       "L 264.406451 173.913496 \r\n",
       "L 263.640422 175.645937 \r\n",
       "L 262.874394 177.290681 \r\n",
       "L 262.108366 178.862989 \r\n",
       "L 261.342337 180.380851 \r\n",
       "L 260.576309 181.863971 \r\n",
       "L 259.810281 183.332764 \r\n",
       "L 259.044253 184.807389 \r\n",
       "L 258.278224 186.306854 \r\n",
       "L 257.512196 187.848214 \r\n",
       "L 256.746168 189.445878 \r\n",
       "L 255.980139 191.111031 \r\n",
       "L 255.214111 192.851186 \r\n",
       "L 254.448083 194.669868 \r\n",
       "L 253.682054 196.566456 \r\n",
       "L 252.916026 198.536174 \r\n",
       "L 252.149998 200.570267 \r\n",
       "L 251.38397 202.656356 \r\n",
       "L 250.617941 204.778969 \r\n",
       "L 249.851913 206.920246 \r\n",
       "L 249.085885 209.060776 \r\n",
       "L 248.319856 211.180523 \r\n",
       "L 247.553828 213.259798 \r\n",
       "L 246.7878 215.280179 \r\n",
       "L 246.021772 217.22534 \r\n",
       "L 245.255743 219.081711 \r\n",
       "L 244.489715 220.838923 \r\n",
       "L 243.723687 222.490004 \r\n",
       "L 242.957658 224.031334 \r\n",
       "L 242.19163 225.462368 \r\n",
       "L 241.425602 226.785177 \r\n",
       "L 240.659573 228.003857 \r\n",
       "L 239.893545 229.123887 \r\n",
       "L 239.127517 230.151495 \r\n",
       "L 238.361489 231.093087 \r\n",
       "L 237.59546 231.954806 \r\n",
       "L 236.829432 232.742217 \r\n",
       "L 236.063404 233.460155 \r\n",
       "L 235.297375 234.112704 \r\n",
       "L 234.531347 234.703284 \r\n",
       "L 233.765319 235.234823 \r\n",
       "L 232.999291 235.709961 \r\n",
       "L 232.233262 236.131256 \r\n",
       "L 231.467234 236.501358 \r\n",
       "L 230.701206 236.823143 \r\n",
       "L 229.935177 237.099774 \r\n",
       "L 229.169149 237.334712 \r\n",
       "L 228.403121 237.531664 \r\n",
       "L 227.637092 237.694501 \r\n",
       "L 226.871064 237.827134 \r\n",
       "L 226.105036 237.933389 \r\n",
       "L 225.339008 238.016876 \r\n",
       "L 224.572979 238.080875 \r\n",
       "L 223.806951 238.128225 \r\n",
       "L 223.040923 238.161244 \r\n",
       "L 222.274894 238.181653 \r\n",
       "L 221.508866 238.190526 \r\n",
       "z\r\n",
       "\" style=\"fill:#2ca02c;fill-opacity:0.25;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_116\">\r\n",
       "    <path clip-path=\"url(#p010ad9476b)\" d=\"M 230.023324 238.212127 \r\n",
       "L 234.274137 238.095848 \r\n",
       "L 237.462246 237.829676 \r\n",
       "L 240.650356 237.332244 \r\n",
       "L 243.838465 236.590127 \r\n",
       "L 249.151981 235.215952 \r\n",
       "L 251.277388 234.857257 \r\n",
       "L 253.402794 234.713641 \r\n",
       "L 255.528201 234.78989 \r\n",
       "L 260.841717 235.29376 \r\n",
       "L 261.90442 235.257304 \r\n",
       "L 262.967123 235.099396 \r\n",
       "L 264.029826 234.782046 \r\n",
       "L 265.092529 234.265759 \r\n",
       "L 266.155233 233.510564 \r\n",
       "L 267.217936 232.477381 \r\n",
       "L 268.280639 231.129765 \r\n",
       "L 269.343342 229.436039 \r\n",
       "L 270.406045 227.371728 \r\n",
       "L 271.468749 224.922144 \r\n",
       "L 272.531452 222.084864 \r\n",
       "L 274.656858 215.310646 \r\n",
       "L 276.782265 207.333726 \r\n",
       "L 283.158484 181.886644 \r\n",
       "L 285.28389 174.878035 \r\n",
       "L 287.409297 169.149371 \r\n",
       "L 288.472 166.756156 \r\n",
       "L 289.534703 164.649644 \r\n",
       "L 290.597406 162.804083 \r\n",
       "L 291.66011 161.196253 \r\n",
       "L 292.722813 159.810326 \r\n",
       "L 293.785516 158.641275 \r\n",
       "L 294.848219 157.696347 \r\n",
       "L 295.910922 156.994375 \r\n",
       "L 296.973626 156.563009 \r\n",
       "L 298.036329 156.434299 \r\n",
       "L 299.099032 156.639291 \r\n",
       "L 300.161735 157.202457 \r\n",
       "L 301.224438 158.136812 \r\n",
       "L 302.287142 159.440462 \r\n",
       "L 303.349845 161.095083 \r\n",
       "L 304.412548 163.066559 \r\n",
       "L 306.537954 167.762129 \r\n",
       "L 309.726064 175.820178 \r\n",
       "L 313.976877 186.580166 \r\n",
       "L 318.22769 196.605329 \r\n",
       "L 322.478502 206.101978 \r\n",
       "L 325.666612 212.613916 \r\n",
       "L 327.792018 216.450879 \r\n",
       "L 329.917425 219.797019 \r\n",
       "L 332.042831 222.646367 \r\n",
       "L 334.168238 225.047666 \r\n",
       "L 336.293644 227.082719 \r\n",
       "L 338.41905 228.842465 \r\n",
       "L 341.60716 231.134637 \r\n",
       "L 344.79527 233.141146 \r\n",
       "L 347.983379 234.872487 \r\n",
       "L 350.108786 235.83564 \r\n",
       "L 352.234192 236.618988 \r\n",
       "L 354.359598 237.216155 \r\n",
       "L 356.485005 237.640146 \r\n",
       "L 359.673114 238.014861 \r\n",
       "L 363.923927 238.200331 \r\n",
       "L 364.98663 238.211669 \r\n",
       "L 364.98663 238.211669 \r\n",
       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_117\">\r\n",
       "    <path clip-path=\"url(#p010ad9476b)\" d=\"M 232.114949 238.148722 \r\n",
       "L 234.508397 238.079098 \r\n",
       "L 236.901845 237.784698 \r\n",
       "L 238.497477 237.416295 \r\n",
       "L 240.09311 236.877599 \r\n",
       "L 241.688742 236.163783 \r\n",
       "L 244.08219 234.835262 \r\n",
       "L 248.07127 232.347625 \r\n",
       "L 249.666902 231.207941 \r\n",
       "L 251.262535 229.745932 \r\n",
       "L 252.060351 228.809726 \r\n",
       "L 252.858167 227.689889 \r\n",
       "L 253.655983 226.356006 \r\n",
       "L 254.453799 224.785485 \r\n",
       "L 256.049431 220.898369 \r\n",
       "L 257.645063 216.077474 \r\n",
       "L 259.240695 210.538296 \r\n",
       "L 262.43196 198.399667 \r\n",
       "L 267.218856 179.232127 \r\n",
       "L 272.005752 159.585698 \r\n",
       "L 274.399201 150.834726 \r\n",
       "L 275.994833 145.635137 \r\n",
       "L 277.590465 141.01224 \r\n",
       "L 279.186097 137.186378 \r\n",
       "L 279.983913 135.700575 \r\n",
       "L 280.781729 134.588666 \r\n",
       "L 281.579545 133.920349 \r\n",
       "L 282.377361 133.758238 \r\n",
       "L 283.175177 134.150103 \r\n",
       "L 283.972994 135.122618 \r\n",
       "L 284.77081 136.677603 \r\n",
       "L 285.568626 138.791341 \r\n",
       "L 286.366442 141.416968 \r\n",
       "L 287.962074 147.932075 \r\n",
       "L 289.557706 155.60628 \r\n",
       "L 297.535867 196.154586 \r\n",
       "L 299.929315 206.534625 \r\n",
       "L 301.524947 212.44202 \r\n",
       "L 303.120579 217.321498 \r\n",
       "L 304.716211 221.065205 \r\n",
       "L 305.514027 222.506 \r\n",
       "L 306.311844 223.670801 \r\n",
       "L 307.10966 224.576581 \r\n",
       "L 307.907476 225.246395 \r\n",
       "L 308.705292 225.708653 \r\n",
       "L 309.503108 225.996314 \r\n",
       "L 311.09874 226.196909 \r\n",
       "L 314.290004 226.2154 \r\n",
       "L 315.885636 226.604502 \r\n",
       "L 316.683452 226.976364 \r\n",
       "L 318.279085 228.096044 \r\n",
       "L 319.874717 229.638986 \r\n",
       "L 324.661613 234.781999 \r\n",
       "L 326.257245 236.045159 \r\n",
       "L 327.852877 236.956 \r\n",
       "L 329.44851 237.551629 \r\n",
       "L 331.044142 237.903292 \r\n",
       "L 333.43759 238.128622 \r\n",
       "L 333.43759 238.128622 \r\n",
       "\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_118\">\r\n",
       "    <path clip-path=\"url(#p010ad9476b)\" d=\"M 221.508866 238.190526 \r\n",
       "L 224.572979 238.080875 \r\n",
       "L 226.871064 237.827134 \r\n",
       "L 229.169149 237.334712 \r\n",
       "L 230.701206 236.823143 \r\n",
       "L 232.233262 236.131256 \r\n",
       "L 233.765319 235.234823 \r\n",
       "L 235.297375 234.112704 \r\n",
       "L 236.829432 232.742217 \r\n",
       "L 238.361489 231.093087 \r\n",
       "L 239.893545 229.123887 \r\n",
       "L 241.425602 226.785177 \r\n",
       "L 242.957658 224.031334 \r\n",
       "L 244.489715 220.838923 \r\n",
       "L 246.021772 217.22534 \r\n",
       "L 248.319856 211.180523 \r\n",
       "L 253.682054 196.566456 \r\n",
       "L 255.980139 191.111031 \r\n",
       "L 258.278224 186.306854 \r\n",
       "L 263.640422 175.645937 \r\n",
       "L 265.172479 172.081793 \r\n",
       "L 266.704535 168.097991 \r\n",
       "L 269.00262 161.387157 \r\n",
       "L 272.832762 149.671785 \r\n",
       "L 274.364818 145.678658 \r\n",
       "L 275.130847 144.018679 \r\n",
       "L 275.896875 142.647522 \r\n",
       "L 276.662903 141.610523 \r\n",
       "L 277.428932 140.948635 \r\n",
       "L 278.19496 140.69678 \r\n",
       "L 278.960988 140.882268 \r\n",
       "L 279.727016 141.523421 \r\n",
       "L 280.493045 142.628473 \r\n",
       "L 281.259073 144.194861 \r\n",
       "L 282.025101 146.208985 \r\n",
       "L 282.79113 148.646489 \r\n",
       "L 284.323186 154.645834 \r\n",
       "L 285.855243 161.825796 \r\n",
       "L 288.919356 177.948471 \r\n",
       "L 291.983469 193.731071 \r\n",
       "L 294.281554 204.087226 \r\n",
       "L 295.813611 210.091799 \r\n",
       "L 297.345667 215.367275 \r\n",
       "L 298.877724 219.945898 \r\n",
       "L 300.40978 223.873448 \r\n",
       "L 301.941837 227.197512 \r\n",
       "L 303.473894 229.963207 \r\n",
       "L 305.00595 232.214277 \r\n",
       "L 306.538007 233.996711 \r\n",
       "L 308.070063 235.362106 \r\n",
       "L 309.60212 236.368756 \r\n",
       "L 311.134176 237.079764 \r\n",
       "L 312.666233 237.558808 \r\n",
       "L 314.964318 237.969496 \r\n",
       "L 317.262403 238.147991 \r\n",
       "L 318.794459 238.188239 \r\n",
       "L 318.794459 238.188239 \r\n",
       "\" style=\"fill:none;stroke:#2ca02c;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_19\">\r\n",
       "   <g id=\"PolyCollection_7\">\r\n",
       "    <path clip-path=\"url(#pf67db9306d)\" d=\"M 401.603219 357.892838 \r\n",
       "L 401.603219 358.032047 \r\n",
       "L 401.81259 358.032047 \r\n",
       "L 402.02196 358.032047 \r\n",
       "L 402.231331 358.032047 \r\n",
       "L 402.440701 358.032047 \r\n",
       "L 402.650072 358.032047 \r\n",
       "L 402.859442 358.032047 \r\n",
       "L 403.068812 358.032047 \r\n",
       "L 403.278183 358.032047 \r\n",
       "L 403.487553 358.032047 \r\n",
       "L 403.696924 358.032047 \r\n",
       "L 403.906294 358.032047 \r\n",
       "L 404.115665 358.032047 \r\n",
       "L 404.325035 358.032047 \r\n",
       "L 404.534406 358.032047 \r\n",
       "L 404.743776 358.032047 \r\n",
       "L 404.953147 358.032047 \r\n",
       "L 405.162517 358.032047 \r\n",
       "L 405.371888 358.032047 \r\n",
       "L 405.581258 358.032047 \r\n",
       "L 405.790629 358.032047 \r\n",
       "L 405.999999 358.032047 \r\n",
       "L 406.20937 358.032047 \r\n",
       "L 406.41874 358.032047 \r\n",
       "L 406.628111 358.032047 \r\n",
       "L 406.837481 358.032047 \r\n",
       "L 407.046852 358.032047 \r\n",
       "L 407.256222 358.032047 \r\n",
       "L 407.465593 358.032047 \r\n",
       "L 407.674963 358.032047 \r\n",
       "L 407.884334 358.032047 \r\n",
       "L 408.093704 358.032047 \r\n",
       "L 408.303075 358.032047 \r\n",
       "L 408.512445 358.032047 \r\n",
       "L 408.721816 358.032047 \r\n",
       "L 408.931186 358.032047 \r\n",
       "L 409.140557 358.032047 \r\n",
       "L 409.349927 358.032047 \r\n",
       "L 409.559298 358.032047 \r\n",
       "L 409.768668 358.032047 \r\n",
       "L 409.978039 358.032047 \r\n",
       "L 410.187409 358.032047 \r\n",
       "L 410.39678 358.032047 \r\n",
       "L 410.60615 358.032047 \r\n",
       "L 410.815521 358.032047 \r\n",
       "L 411.024891 358.032047 \r\n",
       "L 411.234262 358.032047 \r\n",
       "L 411.443632 358.032047 \r\n",
       "L 411.653003 358.032047 \r\n",
       "L 411.862373 358.032047 \r\n",
       "L 412.071744 358.032047 \r\n",
       "L 412.281114 358.032047 \r\n",
       "L 412.490485 358.032047 \r\n",
       "L 412.699855 358.032047 \r\n",
       "L 412.909226 358.032047 \r\n",
       "L 413.118596 358.032047 \r\n",
       "L 413.327967 358.032047 \r\n",
       "L 413.537337 358.032047 \r\n",
       "L 413.746708 358.032047 \r\n",
       "L 413.956078 358.032047 \r\n",
       "L 414.165448 358.032047 \r\n",
       "L 414.374819 358.032047 \r\n",
       "L 414.584189 358.032047 \r\n",
       "L 414.79356 358.032047 \r\n",
       "L 415.00293 358.032047 \r\n",
       "L 415.212301 358.032047 \r\n",
       "L 415.421671 358.032047 \r\n",
       "L 415.631042 358.032047 \r\n",
       "L 415.840412 358.032047 \r\n",
       "L 416.049783 358.032047 \r\n",
       "L 416.259153 358.032047 \r\n",
       "L 416.468524 358.032047 \r\n",
       "L 416.677894 358.032047 \r\n",
       "L 416.887265 358.032047 \r\n",
       "L 417.096635 358.032047 \r\n",
       "L 417.306006 358.032047 \r\n",
       "L 417.515376 358.032047 \r\n",
       "L 417.724747 358.032047 \r\n",
       "L 417.934117 358.032047 \r\n",
       "L 418.143488 358.032047 \r\n",
       "L 418.352858 358.032047 \r\n",
       "L 418.562229 358.032047 \r\n",
       "L 418.771599 358.032047 \r\n",
       "L 418.98097 358.032047 \r\n",
       "L 419.19034 358.032047 \r\n",
       "L 419.399711 358.032047 \r\n",
       "L 419.609081 358.032047 \r\n",
       "L 419.818452 358.032047 \r\n",
       "L 420.027822 358.032047 \r\n",
       "L 420.237193 358.032047 \r\n",
       "L 420.446563 358.032047 \r\n",
       "L 420.655934 358.032047 \r\n",
       "L 420.865304 358.032047 \r\n",
       "L 421.074675 358.032047 \r\n",
       "L 421.284045 358.032047 \r\n",
       "L 421.493416 358.032047 \r\n",
       "L 421.702786 358.032047 \r\n",
       "L 421.912157 358.032047 \r\n",
       "L 422.121527 358.032047 \r\n",
       "L 422.330898 358.032047 \r\n",
       "L 422.540268 358.032047 \r\n",
       "L 422.749639 358.032047 \r\n",
       "L 422.959009 358.032047 \r\n",
       "L 423.16838 358.032047 \r\n",
       "L 423.37775 358.032047 \r\n",
       "L 423.587121 358.032047 \r\n",
       "L 423.796491 358.032047 \r\n",
       "L 424.005862 358.032047 \r\n",
       "L 424.215232 358.032047 \r\n",
       "L 424.424603 358.032047 \r\n",
       "L 424.633973 358.032047 \r\n",
       "L 424.843344 358.032047 \r\n",
       "L 425.052714 358.032047 \r\n",
       "L 425.262084 358.032047 \r\n",
       "L 425.471455 358.032047 \r\n",
       "L 425.680825 358.032047 \r\n",
       "L 425.890196 358.032047 \r\n",
       "L 426.099566 358.032047 \r\n",
       "L 426.308937 358.032047 \r\n",
       "L 426.518307 358.032047 \r\n",
       "L 426.727678 358.032047 \r\n",
       "L 426.937048 358.032047 \r\n",
       "L 427.146419 358.032047 \r\n",
       "L 427.355789 358.032047 \r\n",
       "L 427.56516 358.032047 \r\n",
       "L 427.77453 358.032047 \r\n",
       "L 427.983901 358.032047 \r\n",
       "L 428.193271 358.032047 \r\n",
       "L 428.193271 357.868991 \r\n",
       "L 428.193271 357.868991 \r\n",
       "L 427.983901 357.811668 \r\n",
       "L 427.77453 357.713906 \r\n",
       "L 427.56516 357.565677 \r\n",
       "L 427.355789 357.354356 \r\n",
       "L 427.146419 357.065619 \r\n",
       "L 426.937048 356.684838 \r\n",
       "L 426.727678 356.199009 \r\n",
       "L 426.518307 355.599121 \r\n",
       "L 426.308937 354.882744 \r\n",
       "L 426.099566 354.056509 \r\n",
       "L 425.890196 353.138022 \r\n",
       "L 425.680825 352.156721 \r\n",
       "L 425.471455 351.153271 \r\n",
       "L 425.262084 350.177229 \r\n",
       "L 425.052714 349.28298 \r\n",
       "L 424.843344 348.524263 \r\n",
       "L 424.633973 347.947896 \r\n",
       "L 424.424603 347.58751 \r\n",
       "L 424.215232 347.458199 \r\n",
       "L 424.005862 347.552894 \r\n",
       "L 423.796491 347.84104 \r\n",
       "L 423.587121 348.26983 \r\n",
       "L 423.37775 348.767867 \r\n",
       "L 423.16838 349.250842 \r\n",
       "L 422.959009 349.628578 \r\n",
       "L 422.749639 349.812681 \r\n",
       "L 422.540268 349.724051 \r\n",
       "L 422.330898 349.299559 \r\n",
       "L 422.121527 348.497265 \r\n",
       "L 421.912157 347.299682 \r\n",
       "L 421.702786 345.714666 \r\n",
       "L 421.493416 343.773707 \r\n",
       "L 421.284045 341.527633 \r\n",
       "L 421.074675 339.040072 \r\n",
       "L 420.865304 336.379407 \r\n",
       "L 420.655934 333.610314 \r\n",
       "L 420.446563 330.786159 \r\n",
       "L 420.237193 327.943504 \r\n",
       "L 420.027822 325.099573 \r\n",
       "L 419.818452 322.252958 \r\n",
       "L 419.609081 319.387104 \r\n",
       "L 419.399711 316.475492 \r\n",
       "L 419.19034 313.48715 \r\n",
       "L 418.98097 310.391206 \r\n",
       "L 418.771599 307.159783 \r\n",
       "L 418.562229 303.769324 \r\n",
       "L 418.352858 300.201182 \r\n",
       "L 418.143488 296.442746 \r\n",
       "L 417.934117 292.490243 \r\n",
       "L 417.724747 288.353603 \r\n",
       "L 417.515376 284.062744 \r\n",
       "L 417.306006 279.673497 \r\n",
       "L 417.096635 275.270838 \r\n",
       "L 416.887265 270.9672 \r\n",
       "L 416.677894 266.894693 \r\n",
       "L 416.468524 263.191688 \r\n",
       "L 416.259153 259.986026 \r\n",
       "L 416.049783 257.378429 \r\n",
       "L 415.840412 255.430041 \r\n",
       "L 415.631042 254.157248 \r\n",
       "L 415.421671 253.535082 \r\n",
       "L 415.212301 253.508238 \r\n",
       "L 415.00293 254.006658 \r\n",
       "L 414.79356 254.961467 \r\n",
       "L 414.584189 256.317128 \r\n",
       "L 414.374819 258.037005 \r\n",
       "L 414.165448 260.101665 \r\n",
       "L 413.956078 262.501444 \r\n",
       "L 413.746708 265.226448 \r\n",
       "L 413.537337 268.257647 \r\n",
       "L 413.327967 271.562047 \r\n",
       "L 413.118596 275.09331 \r\n",
       "L 412.909226 278.797244 \r\n",
       "L 412.699855 282.62002 \r\n",
       "L 412.490485 286.516151 \r\n",
       "L 412.281114 290.45358 \r\n",
       "L 412.071744 294.414297 \r\n",
       "L 411.862373 298.390499 \r\n",
       "L 411.653003 302.37772 \r\n",
       "L 411.443632 306.367229 \r\n",
       "L 411.234262 310.34008 \r\n",
       "L 411.024891 314.264506 \r\n",
       "L 410.815521 318.097236 \r\n",
       "L 410.60615 321.788145 \r\n",
       "L 410.39678 325.286753 \r\n",
       "L 410.187409 328.548805 \r\n",
       "L 409.978039 331.541346 \r\n",
       "L 409.768668 334.245376 \r\n",
       "L 409.559298 336.655916 \r\n",
       "L 409.349927 338.779988 \r\n",
       "L 409.140557 340.633422 \r\n",
       "L 408.931186 342.237408 \r\n",
       "L 408.721816 343.615536 \r\n",
       "L 408.512445 344.791706 \r\n",
       "L 408.303075 345.788921 \r\n",
       "L 408.093704 346.628806 \r\n",
       "L 407.884334 347.331562 \r\n",
       "L 407.674963 347.916155 \r\n",
       "L 407.465593 348.400601 \r\n",
       "L 407.256222 348.80233 \r\n",
       "L 407.046852 349.138583 \r\n",
       "L 406.837481 349.426816 \r\n",
       "L 406.628111 349.684975 \r\n",
       "L 406.41874 349.931488 \r\n",
       "L 406.20937 350.184824 \r\n",
       "L 405.999999 350.462555 \r\n",
       "L 405.790629 350.779993 \r\n",
       "L 405.581258 351.148634 \r\n",
       "L 405.371888 351.574715 \r\n",
       "L 405.162517 352.058233 \r\n",
       "L 404.953147 352.592706 \r\n",
       "L 404.743776 353.165778 \r\n",
       "L 404.534406 353.760635 \r\n",
       "L 404.325035 354.357979 \r\n",
       "L 404.115665 354.93825 \r\n",
       "L 403.906294 355.483713 \r\n",
       "L 403.696924 355.980104 \r\n",
       "L 403.487553 356.417642 \r\n",
       "L 403.278183 356.791332 \r\n",
       "L 403.068812 357.100628 \r\n",
       "L 402.859442 357.348615 \r\n",
       "L 402.650072 357.540888 \r\n",
       "L 402.440701 357.684345 \r\n",
       "L 402.231331 357.786021 \r\n",
       "L 402.02196 357.852078 \r\n",
       "L 401.81259 357.886975 \r\n",
       "L 401.603219 357.892838 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;fill-opacity:0.25;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_8\">\r\n",
       "    <path clip-path=\"url(#pf67db9306d)\" d=\"M 461.712356 358.00459 \r\n",
       "L 461.712356 358.032047 \r\n",
       "L 462.368802 358.032047 \r\n",
       "L 463.025248 358.032047 \r\n",
       "L 463.681694 358.032047 \r\n",
       "L 464.33814 358.032047 \r\n",
       "L 464.994586 358.032047 \r\n",
       "L 465.651031 358.032047 \r\n",
       "L 466.307477 358.032047 \r\n",
       "L 466.963923 358.032047 \r\n",
       "L 467.620369 358.032047 \r\n",
       "L 468.276815 358.032047 \r\n",
       "L 468.933261 358.032047 \r\n",
       "L 469.589707 358.032047 \r\n",
       "L 470.246153 358.032047 \r\n",
       "L 470.902599 358.032047 \r\n",
       "L 471.559044 358.032047 \r\n",
       "L 472.21549 358.032047 \r\n",
       "L 472.871936 358.032047 \r\n",
       "L 473.528382 358.032047 \r\n",
       "L 474.184828 358.032047 \r\n",
       "L 474.841274 358.032047 \r\n",
       "L 475.49772 358.032047 \r\n",
       "L 476.154166 358.032047 \r\n",
       "L 476.810612 358.032047 \r\n",
       "L 477.467057 358.032047 \r\n",
       "L 478.123503 358.032047 \r\n",
       "L 478.779949 358.032047 \r\n",
       "L 479.436395 358.032047 \r\n",
       "L 480.092841 358.032047 \r\n",
       "L 480.749287 358.032047 \r\n",
       "L 481.405733 358.032047 \r\n",
       "L 482.062179 358.032047 \r\n",
       "L 482.718624 358.032047 \r\n",
       "L 483.37507 358.032047 \r\n",
       "L 484.031516 358.032047 \r\n",
       "L 484.687962 358.032047 \r\n",
       "L 485.344408 358.032047 \r\n",
       "L 486.000854 358.032047 \r\n",
       "L 486.6573 358.032047 \r\n",
       "L 487.313746 358.032047 \r\n",
       "L 487.970192 358.032047 \r\n",
       "L 488.626637 358.032047 \r\n",
       "L 489.283083 358.032047 \r\n",
       "L 489.939529 358.032047 \r\n",
       "L 490.595975 358.032047 \r\n",
       "L 491.252421 358.032047 \r\n",
       "L 491.908867 358.032047 \r\n",
       "L 492.565313 358.032047 \r\n",
       "L 493.221759 358.032047 \r\n",
       "L 493.878204 358.032047 \r\n",
       "L 494.53465 358.032047 \r\n",
       "L 495.191096 358.032047 \r\n",
       "L 495.847542 358.032047 \r\n",
       "L 496.503988 358.032047 \r\n",
       "L 497.160434 358.032047 \r\n",
       "L 497.81688 358.032047 \r\n",
       "L 498.473326 358.032047 \r\n",
       "L 499.129772 358.032047 \r\n",
       "L 499.786217 358.032047 \r\n",
       "L 500.442663 358.032047 \r\n",
       "L 501.099109 358.032047 \r\n",
       "L 501.755555 358.032047 \r\n",
       "L 502.412001 358.032047 \r\n",
       "L 503.068447 358.032047 \r\n",
       "L 503.724893 358.032047 \r\n",
       "L 504.381339 358.032047 \r\n",
       "L 505.037785 358.032047 \r\n",
       "L 505.69423 358.032047 \r\n",
       "L 506.350676 358.032047 \r\n",
       "L 507.007122 358.032047 \r\n",
       "L 507.663568 358.032047 \r\n",
       "L 508.320014 358.032047 \r\n",
       "L 508.97646 358.032047 \r\n",
       "L 509.632906 358.032047 \r\n",
       "L 510.289352 358.032047 \r\n",
       "L 510.945797 358.032047 \r\n",
       "L 511.602243 358.032047 \r\n",
       "L 512.258689 358.032047 \r\n",
       "L 512.915135 358.032047 \r\n",
       "L 513.571581 358.032047 \r\n",
       "L 514.228027 358.032047 \r\n",
       "L 514.884473 358.032047 \r\n",
       "L 515.540919 358.032047 \r\n",
       "L 516.197365 358.032047 \r\n",
       "L 516.85381 358.032047 \r\n",
       "L 517.510256 358.032047 \r\n",
       "L 518.166702 358.032047 \r\n",
       "L 518.823148 358.032047 \r\n",
       "L 519.479594 358.032047 \r\n",
       "L 520.13604 358.032047 \r\n",
       "L 520.792486 358.032047 \r\n",
       "L 521.448932 358.032047 \r\n",
       "L 522.105377 358.032047 \r\n",
       "L 522.761823 358.032047 \r\n",
       "L 523.418269 358.032047 \r\n",
       "L 524.074715 358.032047 \r\n",
       "L 524.731161 358.032047 \r\n",
       "L 525.387607 358.032047 \r\n",
       "L 526.044053 358.032047 \r\n",
       "L 526.700499 358.032047 \r\n",
       "L 527.356945 358.032047 \r\n",
       "L 528.01339 358.032047 \r\n",
       "L 528.669836 358.032047 \r\n",
       "L 529.326282 358.032047 \r\n",
       "L 529.982728 358.032047 \r\n",
       "L 530.639174 358.032047 \r\n",
       "L 531.29562 358.032047 \r\n",
       "L 531.952066 358.032047 \r\n",
       "L 532.608512 358.032047 \r\n",
       "L 533.264957 358.032047 \r\n",
       "L 533.921403 358.032047 \r\n",
       "L 534.577849 358.032047 \r\n",
       "L 535.234295 358.032047 \r\n",
       "L 535.890741 358.032047 \r\n",
       "L 536.547187 358.032047 \r\n",
       "L 537.203633 358.032047 \r\n",
       "L 537.860079 358.032047 \r\n",
       "L 538.516525 358.032047 \r\n",
       "L 539.17297 358.032047 \r\n",
       "L 539.829416 358.032047 \r\n",
       "L 540.485862 358.032047 \r\n",
       "L 541.142308 358.032047 \r\n",
       "L 541.798754 358.032047 \r\n",
       "L 542.4552 358.032047 \r\n",
       "L 543.111646 358.032047 \r\n",
       "L 543.768092 358.032047 \r\n",
       "L 544.424538 358.032047 \r\n",
       "L 545.080983 358.032047 \r\n",
       "L 545.080983 358.003914 \r\n",
       "L 545.080983 358.003914 \r\n",
       "L 544.424538 357.999833 \r\n",
       "L 543.768092 357.992023 \r\n",
       "L 543.111646 357.979922 \r\n",
       "L 542.4552 357.962724 \r\n",
       "L 541.798754 357.939379 \r\n",
       "L 541.142308 357.908596 \r\n",
       "L 540.485862 357.86885 \r\n",
       "L 539.829416 357.818407 \r\n",
       "L 539.17297 357.75536 \r\n",
       "L 538.516525 357.677674 \r\n",
       "L 537.860079 357.583259 \r\n",
       "L 537.203633 357.470054 \r\n",
       "L 536.547187 357.336128 \r\n",
       "L 535.890741 357.179795 \r\n",
       "L 535.234295 356.999736 \r\n",
       "L 534.577849 356.795125 \r\n",
       "L 533.921403 356.565744 \r\n",
       "L 533.264957 356.312083 \r\n",
       "L 532.608512 356.035411 \r\n",
       "L 531.952066 355.737812 \r\n",
       "L 531.29562 355.422177 \r\n",
       "L 530.639174 355.092132 \r\n",
       "L 529.982728 354.751926 \r\n",
       "L 529.326282 354.406249 \r\n",
       "L 528.669836 354.060006 \r\n",
       "L 528.01339 353.718052 \r\n",
       "L 527.356945 353.384891 \r\n",
       "L 526.700499 353.064377 \r\n",
       "L 526.044053 352.759421 \r\n",
       "L 525.387607 352.471736 \r\n",
       "L 524.731161 352.201631 \r\n",
       "L 524.074715 351.947891 \r\n",
       "L 523.418269 351.707727 \r\n",
       "L 522.761823 351.476844 \r\n",
       "L 522.105377 351.24958 \r\n",
       "L 521.448932 351.019155 \r\n",
       "L 520.792486 350.77798 \r\n",
       "L 520.13604 350.518028 \r\n",
       "L 519.479594 350.231231 \r\n",
       "L 518.823148 349.909879 \r\n",
       "L 518.166702 349.546996 \r\n",
       "L 517.510256 349.136674 \r\n",
       "L 516.85381 348.674327 \r\n",
       "L 516.197365 348.156886 \r\n",
       "L 515.540919 347.582892 \r\n",
       "L 514.884473 346.952527 \r\n",
       "L 514.228027 346.267568 \r\n",
       "L 513.571581 345.531287 \r\n",
       "L 512.915135 344.748323 \r\n",
       "L 512.258689 343.92453 \r\n",
       "L 511.602243 343.066836 \r\n",
       "L 510.945797 342.183099 \r\n",
       "L 510.289352 341.281991 \r\n",
       "L 509.632906 340.372873 \r\n",
       "L 508.97646 339.465686 \r\n",
       "L 508.320014 338.570807 \r\n",
       "L 507.663568 337.698871 \r\n",
       "L 507.007122 336.86054 \r\n",
       "L 506.350676 336.066197 \r\n",
       "L 505.69423 335.325579 \r\n",
       "L 505.037785 334.647356 \r\n",
       "L 504.381339 334.038684 \r\n",
       "L 503.724893 333.504767 \r\n",
       "L 503.068447 333.04849 \r\n",
       "L 502.412001 332.670161 \r\n",
       "L 501.755555 332.367418 \r\n",
       "L 501.099109 332.135346 \r\n",
       "L 500.442663 331.966809 \r\n",
       "L 499.786217 331.853009 \r\n",
       "L 499.129772 331.78423 \r\n",
       "L 498.473326 331.750731 \r\n",
       "L 497.81688 331.74369 \r\n",
       "L 497.160434 331.756137 \r\n",
       "L 496.503988 331.783759 \r\n",
       "L 495.847542 331.825504 \r\n",
       "L 495.191096 331.883909 \r\n",
       "L 494.53465 331.965104 \r\n",
       "L 493.878204 332.078481 \r\n",
       "L 493.221759 332.236042 \r\n",
       "L 492.565313 332.451475 \r\n",
       "L 491.908867 332.73905 \r\n",
       "L 491.252421 333.112417 \r\n",
       "L 490.595975 333.583413 \r\n",
       "L 489.939529 334.160992 \r\n",
       "L 489.283083 334.850371 \r\n",
       "L 488.626637 335.652435 \r\n",
       "L 487.970192 336.563489 \r\n",
       "L 487.313746 337.575322 \r\n",
       "L 486.6573 338.675601 \r\n",
       "L 486.000854 339.848535 \r\n",
       "L 485.344408 341.075735 \r\n",
       "L 484.687962 342.33722 \r\n",
       "L 484.031516 343.61245 \r\n",
       "L 483.37507 344.881339 \r\n",
       "L 482.718624 346.125148 \r\n",
       "L 482.062179 347.327231 \r\n",
       "L 481.405733 348.473573 \r\n",
       "L 480.749287 349.553117 \r\n",
       "L 480.092841 350.557887 \r\n",
       "L 479.436395 351.482909 \r\n",
       "L 478.779949 352.325981 \r\n",
       "L 478.123503 353.087317 \r\n",
       "L 477.467057 353.769127 \r\n",
       "L 476.810612 354.375152 \r\n",
       "L 476.154166 354.910218 \r\n",
       "L 475.49772 355.379818 \r\n",
       "L 474.841274 355.789755 \r\n",
       "L 474.184828 356.145862 \r\n",
       "L 473.528382 356.453785 \r\n",
       "L 472.871936 356.718847 \r\n",
       "L 472.21549 356.945965 \r\n",
       "L 471.559044 357.13962 \r\n",
       "L 470.902599 357.303862 \r\n",
       "L 470.246153 357.44233 \r\n",
       "L 469.589707 357.558295 \r\n",
       "L 468.933261 357.654694 \r\n",
       "L 468.276815 357.734167 \r\n",
       "L 467.620369 357.799084 \r\n",
       "L 466.963923 357.85157 \r\n",
       "L 466.307477 357.893518 \r\n",
       "L 465.651031 357.926593 \r\n",
       "L 464.994586 357.952244 \r\n",
       "L 464.33814 357.9717 \r\n",
       "L 463.681694 357.985977 \r\n",
       "L 463.025248 357.995868 \r\n",
       "L 462.368802 358.001953 \r\n",
       "L 461.712356 358.00459 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;fill-opacity:0.25;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_9\">\r\n",
       "    <path clip-path=\"url(#pf67db9306d)\" d=\"M 433.718354 357.997499 \r\n",
       "L 433.718354 358.032047 \r\n",
       "L 434.274576 358.032047 \r\n",
       "L 434.830798 358.032047 \r\n",
       "L 435.38702 358.032047 \r\n",
       "L 435.943242 358.032047 \r\n",
       "L 436.499464 358.032047 \r\n",
       "L 437.055686 358.032047 \r\n",
       "L 437.611908 358.032047 \r\n",
       "L 438.168131 358.032047 \r\n",
       "L 438.724353 358.032047 \r\n",
       "L 439.280575 358.032047 \r\n",
       "L 439.836797 358.032047 \r\n",
       "L 440.393019 358.032047 \r\n",
       "L 440.949241 358.032047 \r\n",
       "L 441.505463 358.032047 \r\n",
       "L 442.061685 358.032047 \r\n",
       "L 442.617907 358.032047 \r\n",
       "L 443.17413 358.032047 \r\n",
       "L 443.730352 358.032047 \r\n",
       "L 444.286574 358.032047 \r\n",
       "L 444.842796 358.032047 \r\n",
       "L 445.399018 358.032047 \r\n",
       "L 445.95524 358.032047 \r\n",
       "L 446.511462 358.032047 \r\n",
       "L 447.067684 358.032047 \r\n",
       "L 447.623906 358.032047 \r\n",
       "L 448.180129 358.032047 \r\n",
       "L 448.736351 358.032047 \r\n",
       "L 449.292573 358.032047 \r\n",
       "L 449.848795 358.032047 \r\n",
       "L 450.405017 358.032047 \r\n",
       "L 450.961239 358.032047 \r\n",
       "L 451.517461 358.032047 \r\n",
       "L 452.073683 358.032047 \r\n",
       "L 452.629906 358.032047 \r\n",
       "L 453.186128 358.032047 \r\n",
       "L 453.74235 358.032047 \r\n",
       "L 454.298572 358.032047 \r\n",
       "L 454.854794 358.032047 \r\n",
       "L 455.411016 358.032047 \r\n",
       "L 455.967238 358.032047 \r\n",
       "L 456.52346 358.032047 \r\n",
       "L 457.079682 358.032047 \r\n",
       "L 457.635905 358.032047 \r\n",
       "L 458.192127 358.032047 \r\n",
       "L 458.748349 358.032047 \r\n",
       "L 459.304571 358.032047 \r\n",
       "L 459.860793 358.032047 \r\n",
       "L 460.417015 358.032047 \r\n",
       "L 460.973237 358.032047 \r\n",
       "L 461.529459 358.032047 \r\n",
       "L 462.085681 358.032047 \r\n",
       "L 462.641904 358.032047 \r\n",
       "L 463.198126 358.032047 \r\n",
       "L 463.754348 358.032047 \r\n",
       "L 464.31057 358.032047 \r\n",
       "L 464.866792 358.032047 \r\n",
       "L 465.423014 358.032047 \r\n",
       "L 465.979236 358.032047 \r\n",
       "L 466.535458 358.032047 \r\n",
       "L 467.09168 358.032047 \r\n",
       "L 467.647903 358.032047 \r\n",
       "L 468.204125 358.032047 \r\n",
       "L 468.760347 358.032047 \r\n",
       "L 469.316569 358.032047 \r\n",
       "L 469.872791 358.032047 \r\n",
       "L 470.429013 358.032047 \r\n",
       "L 470.985235 358.032047 \r\n",
       "L 471.541457 358.032047 \r\n",
       "L 472.09768 358.032047 \r\n",
       "L 472.653902 358.032047 \r\n",
       "L 473.210124 358.032047 \r\n",
       "L 473.766346 358.032047 \r\n",
       "L 474.322568 358.032047 \r\n",
       "L 474.87879 358.032047 \r\n",
       "L 475.435012 358.032047 \r\n",
       "L 475.991234 358.032047 \r\n",
       "L 476.547456 358.032047 \r\n",
       "L 477.103679 358.032047 \r\n",
       "L 477.659901 358.032047 \r\n",
       "L 478.216123 358.032047 \r\n",
       "L 478.772345 358.032047 \r\n",
       "L 479.328567 358.032047 \r\n",
       "L 479.884789 358.032047 \r\n",
       "L 480.441011 358.032047 \r\n",
       "L 480.997233 358.032047 \r\n",
       "L 481.553455 358.032047 \r\n",
       "L 482.109678 358.032047 \r\n",
       "L 482.6659 358.032047 \r\n",
       "L 483.222122 358.032047 \r\n",
       "L 483.778344 358.032047 \r\n",
       "L 484.334566 358.032047 \r\n",
       "L 484.890788 358.032047 \r\n",
       "L 485.44701 358.032047 \r\n",
       "L 486.003232 358.032047 \r\n",
       "L 486.559455 358.032047 \r\n",
       "L 487.115677 358.032047 \r\n",
       "L 487.671899 358.032047 \r\n",
       "L 488.228121 358.032047 \r\n",
       "L 488.784343 358.032047 \r\n",
       "L 489.340565 358.032047 \r\n",
       "L 489.896787 358.032047 \r\n",
       "L 490.453009 358.032047 \r\n",
       "L 491.009231 358.032047 \r\n",
       "L 491.565454 358.032047 \r\n",
       "L 492.121676 358.032047 \r\n",
       "L 492.677898 358.032047 \r\n",
       "L 493.23412 358.032047 \r\n",
       "L 493.790342 358.032047 \r\n",
       "L 494.346564 358.032047 \r\n",
       "L 494.902786 358.032047 \r\n",
       "L 495.459008 358.032047 \r\n",
       "L 496.01523 358.032047 \r\n",
       "L 496.571453 358.032047 \r\n",
       "L 497.127675 358.032047 \r\n",
       "L 497.683897 358.032047 \r\n",
       "L 498.240119 358.032047 \r\n",
       "L 498.796341 358.032047 \r\n",
       "L 499.352563 358.032047 \r\n",
       "L 499.908785 358.032047 \r\n",
       "L 500.465007 358.032047 \r\n",
       "L 501.02123 358.032047 \r\n",
       "L 501.577452 358.032047 \r\n",
       "L 502.133674 358.032047 \r\n",
       "L 502.689896 358.032047 \r\n",
       "L 503.246118 358.032047 \r\n",
       "L 503.80234 358.032047 \r\n",
       "L 504.358562 358.032047 \r\n",
       "L 504.358562 357.995439 \r\n",
       "L 504.358562 357.995439 \r\n",
       "L 503.80234 357.988441 \r\n",
       "L 503.246118 357.975807 \r\n",
       "L 502.689896 357.956434 \r\n",
       "L 502.133674 357.92879 \r\n",
       "L 501.577452 357.890886 \r\n",
       "L 501.02123 357.840259 \r\n",
       "L 500.465007 357.773964 \r\n",
       "L 499.908785 357.688584 \r\n",
       "L 499.352563 357.580255 \r\n",
       "L 498.796341 357.444716 \r\n",
       "L 498.240119 357.277378 \r\n",
       "L 497.683897 357.073421 \r\n",
       "L 497.127675 356.827899 \r\n",
       "L 496.571453 356.535863 \r\n",
       "L 496.01523 356.192492 \r\n",
       "L 495.459008 355.79321 \r\n",
       "L 494.902786 355.333805 \r\n",
       "L 494.346564 354.810521 \r\n",
       "L 493.790342 354.220136 \r\n",
       "L 493.23412 353.56001 \r\n",
       "L 492.677898 352.828127 \r\n",
       "L 492.121676 352.02312 \r\n",
       "L 491.565454 351.144294 \r\n",
       "L 491.009231 350.191667 \r\n",
       "L 490.453009 349.166026 \r\n",
       "L 489.896787 348.069019 \r\n",
       "L 489.340565 346.903278 \r\n",
       "L 488.784343 345.672572 \r\n",
       "L 488.228121 344.381994 \r\n",
       "L 487.671899 343.038146 \r\n",
       "L 487.115677 341.649317 \r\n",
       "L 486.559455 340.225635 \r\n",
       "L 486.003232 338.779136 \r\n",
       "L 485.44701 337.323767 \r\n",
       "L 484.890788 335.875255 \r\n",
       "L 484.334566 334.450862 \r\n",
       "L 483.778344 333.068988 \r\n",
       "L 483.222122 331.748643 \r\n",
       "L 482.6659 330.508786 \r\n",
       "L 482.109678 329.36757 \r\n",
       "L 481.553455 328.341523 \r\n",
       "L 480.997233 327.444723 \r\n",
       "L 480.441011 326.688028 \r\n",
       "L 479.884789 326.078419 \r\n",
       "L 479.328567 325.618534 \r\n",
       "L 478.772345 325.306445 \r\n",
       "L 478.216123 325.135715 \r\n",
       "L 477.659901 325.095768 \r\n",
       "L 477.103679 325.172561 \r\n",
       "L 476.547456 325.349523 \r\n",
       "L 475.991234 325.6087 \r\n",
       "L 475.435012 325.932019 \r\n",
       "L 474.87879 326.302562 \r\n",
       "L 474.322568 326.705739 \r\n",
       "L 473.766346 327.130266 \r\n",
       "L 473.210124 327.568828 \r\n",
       "L 472.653902 328.018391 \r\n",
       "L 472.09768 328.480118 \r\n",
       "L 471.541457 328.958896 \r\n",
       "L 470.985235 329.462525 \r\n",
       "L 470.429013 330.000634 \r\n",
       "L 469.872791 330.583446 \r\n",
       "L 469.316569 331.220496 \r\n",
       "L 468.760347 331.919423 \r\n",
       "L 468.204125 332.684956 \r\n",
       "L 467.647903 333.518177 \r\n",
       "L 467.09168 334.416136 \r\n",
       "L 466.535458 335.371826 \r\n",
       "L 465.979236 336.374537 \r\n",
       "L 465.423014 337.410514 \r\n",
       "L 464.866792 338.463883 \r\n",
       "L 464.31057 339.517724 \r\n",
       "L 463.754348 340.555198 \r\n",
       "L 463.198126 341.560634 \r\n",
       "L 462.641904 342.520466 \r\n",
       "L 462.085681 343.423967 \r\n",
       "L 461.529459 344.263712 \r\n",
       "L 460.973237 345.035766 \r\n",
       "L 460.417015 345.739605 \r\n",
       "L 459.860793 346.377788 \r\n",
       "L 459.304571 346.955442 \r\n",
       "L 458.748349 347.479628 \r\n",
       "L 458.192127 347.958632 \r\n",
       "L 457.635905 348.401267 \r\n",
       "L 457.079682 348.816228 \r\n",
       "L 456.52346 349.21154 \r\n",
       "L 455.967238 349.594137 \r\n",
       "L 455.411016 349.969578 \r\n",
       "L 454.854794 350.341911 \r\n",
       "L 454.298572 350.713661 \r\n",
       "L 453.74235 351.085941 \r\n",
       "L 453.186128 351.458649 \r\n",
       "L 452.629906 351.830733 \r\n",
       "L 452.073683 352.200486 \r\n",
       "L 451.517461 352.565848 \r\n",
       "L 450.961239 352.924683 \r\n",
       "L 450.405017 353.275011 \r\n",
       "L 449.848795 353.61518 \r\n",
       "L 449.292573 353.943966 \r\n",
       "L 448.736351 354.2606 \r\n",
       "L 448.180129 354.564727 \r\n",
       "L 447.623906 354.856317 \r\n",
       "L 447.067684 355.135548 \r\n",
       "L 446.511462 355.402667 \r\n",
       "L 445.95524 355.65787 \r\n",
       "L 445.399018 355.901207 \r\n",
       "L 444.842796 356.132525 \r\n",
       "L 444.286574 356.351459 \r\n",
       "L 443.730352 356.557463 \r\n",
       "L 443.17413 356.749875 \r\n",
       "L 442.617907 356.928008 \r\n",
       "L 442.061685 357.091246 \r\n",
       "L 441.505463 357.239135 \r\n",
       "L 440.949241 357.371459 \r\n",
       "L 440.393019 357.488286 \r\n",
       "L 439.836797 357.589986 \r\n",
       "L 439.280575 357.677221 \r\n",
       "L 438.724353 357.750907 \r\n",
       "L 438.168131 357.812155 \r\n",
       "L 437.611908 357.862206 \r\n",
       "L 437.055686 357.902356 \r\n",
       "L 436.499464 357.933877 \r\n",
       "L 435.943242 357.957959 \r\n",
       "L 435.38702 357.975643 \r\n",
       "L 434.830798 357.987771 \r\n",
       "L 434.274576 357.994948 \r\n",
       "L 433.718354 357.997499 \r\n",
       "z\r\n",
       "\" style=\"fill:#2ca02c;fill-opacity:0.25;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_119\">\r\n",
       "    <path clip-path=\"url(#pf67db9306d)\" d=\"M 401.603219 357.892838 \r\n",
       "L 402.231331 357.786021 \r\n",
       "L 402.650072 357.540888 \r\n",
       "L 403.068812 357.100628 \r\n",
       "L 403.696924 355.980104 \r\n",
       "L 404.534406 353.760635 \r\n",
       "L 405.371888 351.574715 \r\n",
       "L 405.999999 350.462555 \r\n",
       "L 407.465593 348.400601 \r\n",
       "L 407.884334 347.331562 \r\n",
       "L 408.303075 345.788921 \r\n",
       "L 408.721816 343.615536 \r\n",
       "L 409.349927 338.779988 \r\n",
       "L 409.978039 331.541346 \r\n",
       "L 410.815521 318.097236 \r\n",
       "L 413.956078 262.501444 \r\n",
       "L 414.584189 256.317128 \r\n",
       "L 415.00293 254.006658 \r\n",
       "L 415.212301 253.508238 \r\n",
       "L 415.421671 253.535082 \r\n",
       "L 415.631042 254.157248 \r\n",
       "L 416.049783 257.378429 \r\n",
       "L 416.468524 263.191688 \r\n",
       "L 417.306006 279.673497 \r\n",
       "L 418.562229 303.769324 \r\n",
       "L 419.609081 319.387104 \r\n",
       "L 421.493416 343.773707 \r\n",
       "L 421.912157 347.299682 \r\n",
       "L 422.330898 349.299559 \r\n",
       "L 422.540268 349.724051 \r\n",
       "L 422.749639 349.812681 \r\n",
       "L 422.959009 349.628578 \r\n",
       "L 423.587121 348.26983 \r\n",
       "L 424.005862 347.552894 \r\n",
       "L 424.215232 347.458199 \r\n",
       "L 424.424603 347.58751 \r\n",
       "L 424.843344 348.524263 \r\n",
       "L 425.471455 351.153271 \r\n",
       "L 426.308937 354.882744 \r\n",
       "L 426.937048 356.684838 \r\n",
       "L 427.355789 357.354356 \r\n",
       "L 427.77453 357.713906 \r\n",
       "L 428.193271 357.868991 \r\n",
       "L 428.193271 357.868991 \r\n",
       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_120\">\r\n",
       "    <path clip-path=\"url(#pf67db9306d)\" d=\"M 461.712356 358.00459 \r\n",
       "L 466.307477 357.893518 \r\n",
       "L 468.933261 357.654694 \r\n",
       "L 470.902599 357.303862 \r\n",
       "L 472.871936 356.718847 \r\n",
       "L 474.184828 356.145862 \r\n",
       "L 475.49772 355.379818 \r\n",
       "L 476.810612 354.375152 \r\n",
       "L 478.123503 353.087317 \r\n",
       "L 479.436395 351.482909 \r\n",
       "L 480.749287 349.553117 \r\n",
       "L 482.718624 346.125148 \r\n",
       "L 487.313746 337.575322 \r\n",
       "L 488.626637 335.652435 \r\n",
       "L 489.939529 334.160992 \r\n",
       "L 491.252421 333.112417 \r\n",
       "L 492.565313 332.451475 \r\n",
       "L 493.878204 332.078481 \r\n",
       "L 495.847542 331.825504 \r\n",
       "L 498.473326 331.750731 \r\n",
       "L 499.786217 331.853009 \r\n",
       "L 501.099109 332.135346 \r\n",
       "L 502.412001 332.670161 \r\n",
       "L 503.724893 333.504767 \r\n",
       "L 505.037785 334.647356 \r\n",
       "L 506.350676 336.066197 \r\n",
       "L 508.320014 338.570807 \r\n",
       "L 512.915135 344.748323 \r\n",
       "L 514.884473 346.952527 \r\n",
       "L 516.197365 348.156886 \r\n",
       "L 517.510256 349.136674 \r\n",
       "L 518.823148 349.909879 \r\n",
       "L 520.792486 350.77798 \r\n",
       "L 526.700499 353.064377 \r\n",
       "L 534.577849 356.795125 \r\n",
       "L 536.547187 357.336128 \r\n",
       "L 538.516525 357.677674 \r\n",
       "L 541.142308 357.908596 \r\n",
       "L 545.080983 358.003914 \r\n",
       "L 545.080983 358.003914 \r\n",
       "\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_121\">\r\n",
       "    <path clip-path=\"url(#pf67db9306d)\" d=\"M 433.718354 357.997499 \r\n",
       "L 437.055686 357.902356 \r\n",
       "L 439.280575 357.677221 \r\n",
       "L 441.505463 357.239135 \r\n",
       "L 443.730352 356.557463 \r\n",
       "L 445.95524 355.65787 \r\n",
       "L 448.736351 354.2606 \r\n",
       "L 451.517461 352.565848 \r\n",
       "L 457.079682 348.816228 \r\n",
       "L 458.748349 347.479628 \r\n",
       "L 459.860793 346.377788 \r\n",
       "L 460.973237 345.035766 \r\n",
       "L 462.085681 343.423967 \r\n",
       "L 463.754348 340.555198 \r\n",
       "L 467.647903 333.518177 \r\n",
       "L 468.760347 331.919423 \r\n",
       "L 470.429013 330.000634 \r\n",
       "L 472.09768 328.480118 \r\n",
       "L 474.87879 326.302562 \r\n",
       "L 475.991234 325.6087 \r\n",
       "L 477.103679 325.172561 \r\n",
       "L 477.659901 325.095768 \r\n",
       "L 478.216123 325.135715 \r\n",
       "L 478.772345 325.306445 \r\n",
       "L 479.328567 325.618534 \r\n",
       "L 479.884789 326.078419 \r\n",
       "L 480.997233 327.444723 \r\n",
       "L 482.109678 329.36757 \r\n",
       "L 483.222122 331.748643 \r\n",
       "L 484.890788 335.875255 \r\n",
       "L 488.228121 344.381994 \r\n",
       "L 489.896787 348.069019 \r\n",
       "L 491.565454 351.144294 \r\n",
       "L 492.677898 352.828127 \r\n",
       "L 493.790342 354.220136 \r\n",
       "L 494.902786 355.333805 \r\n",
       "L 496.01523 356.192492 \r\n",
       "L 497.127675 356.827899 \r\n",
       "L 498.796341 357.444716 \r\n",
       "L 500.465007 357.773964 \r\n",
       "L 502.689896 357.956434 \r\n",
       "L 504.358562 357.995439 \r\n",
       "L 504.358562 357.995439 \r\n",
       "\" style=\"fill:none;stroke:#2ca02c;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_20\">\r\n",
       "   <g id=\"PolyCollection_10\">\r\n",
       "    <path clip-path=\"url(#pf3b2e23807)\" d=\"M 581.697572 477.492617 \r\n",
       "L 581.697572 477.782047 \r\n",
       "L 581.975623 477.782047 \r\n",
       "L 582.253674 477.782047 \r\n",
       "L 582.531725 477.782047 \r\n",
       "L 582.809776 477.782047 \r\n",
       "L 583.087827 477.782047 \r\n",
       "L 583.365877 477.782047 \r\n",
       "L 583.643928 477.782047 \r\n",
       "L 583.921979 477.782047 \r\n",
       "L 584.20003 477.782047 \r\n",
       "L 584.478081 477.782047 \r\n",
       "L 584.756132 477.782047 \r\n",
       "L 585.034183 477.782047 \r\n",
       "L 585.312234 477.782047 \r\n",
       "L 585.590285 477.782047 \r\n",
       "L 585.868336 477.782047 \r\n",
       "L 586.146386 477.782047 \r\n",
       "L 586.424437 477.782047 \r\n",
       "L 586.702488 477.782047 \r\n",
       "L 586.980539 477.782047 \r\n",
       "L 587.25859 477.782047 \r\n",
       "L 587.536641 477.782047 \r\n",
       "L 587.814692 477.782047 \r\n",
       "L 588.092743 477.782047 \r\n",
       "L 588.370794 477.782047 \r\n",
       "L 588.648845 477.782047 \r\n",
       "L 588.926896 477.782047 \r\n",
       "L 589.204946 477.782047 \r\n",
       "L 589.482997 477.782047 \r\n",
       "L 589.761048 477.782047 \r\n",
       "L 590.039099 477.782047 \r\n",
       "L 590.31715 477.782047 \r\n",
       "L 590.595201 477.782047 \r\n",
       "L 590.873252 477.782047 \r\n",
       "L 591.151303 477.782047 \r\n",
       "L 591.429354 477.782047 \r\n",
       "L 591.707405 477.782047 \r\n",
       "L 591.985455 477.782047 \r\n",
       "L 592.263506 477.782047 \r\n",
       "L 592.541557 477.782047 \r\n",
       "L 592.819608 477.782047 \r\n",
       "L 593.097659 477.782047 \r\n",
       "L 593.37571 477.782047 \r\n",
       "L 593.653761 477.782047 \r\n",
       "L 593.931812 477.782047 \r\n",
       "L 594.209863 477.782047 \r\n",
       "L 594.487914 477.782047 \r\n",
       "L 594.765965 477.782047 \r\n",
       "L 595.044015 477.782047 \r\n",
       "L 595.322066 477.782047 \r\n",
       "L 595.600117 477.782047 \r\n",
       "L 595.878168 477.782047 \r\n",
       "L 596.156219 477.782047 \r\n",
       "L 596.43427 477.782047 \r\n",
       "L 596.712321 477.782047 \r\n",
       "L 596.990372 477.782047 \r\n",
       "L 597.268423 477.782047 \r\n",
       "L 597.546474 477.782047 \r\n",
       "L 597.824524 477.782047 \r\n",
       "L 598.102575 477.782047 \r\n",
       "L 598.380626 477.782047 \r\n",
       "L 598.658677 477.782047 \r\n",
       "L 598.936728 477.782047 \r\n",
       "L 599.214779 477.782047 \r\n",
       "L 599.49283 477.782047 \r\n",
       "L 599.770881 477.782047 \r\n",
       "L 600.048932 477.782047 \r\n",
       "L 600.326983 477.782047 \r\n",
       "L 600.605034 477.782047 \r\n",
       "L 600.883084 477.782047 \r\n",
       "L 601.161135 477.782047 \r\n",
       "L 601.439186 477.782047 \r\n",
       "L 601.717237 477.782047 \r\n",
       "L 601.995288 477.782047 \r\n",
       "L 602.273339 477.782047 \r\n",
       "L 602.55139 477.782047 \r\n",
       "L 602.829441 477.782047 \r\n",
       "L 603.107492 477.782047 \r\n",
       "L 603.385543 477.782047 \r\n",
       "L 603.663594 477.782047 \r\n",
       "L 603.941644 477.782047 \r\n",
       "L 604.219695 477.782047 \r\n",
       "L 604.497746 477.782047 \r\n",
       "L 604.775797 477.782047 \r\n",
       "L 605.053848 477.782047 \r\n",
       "L 605.331899 477.782047 \r\n",
       "L 605.60995 477.782047 \r\n",
       "L 605.888001 477.782047 \r\n",
       "L 606.166052 477.782047 \r\n",
       "L 606.444103 477.782047 \r\n",
       "L 606.722153 477.782047 \r\n",
       "L 607.000204 477.782047 \r\n",
       "L 607.278255 477.782047 \r\n",
       "L 607.556306 477.782047 \r\n",
       "L 607.834357 477.782047 \r\n",
       "L 608.112408 477.782047 \r\n",
       "L 608.390459 477.782047 \r\n",
       "L 608.66851 477.782047 \r\n",
       "L 608.946561 477.782047 \r\n",
       "L 609.224612 477.782047 \r\n",
       "L 609.502663 477.782047 \r\n",
       "L 609.780713 477.782047 \r\n",
       "L 610.058764 477.782047 \r\n",
       "L 610.336815 477.782047 \r\n",
       "L 610.614866 477.782047 \r\n",
       "L 610.892917 477.782047 \r\n",
       "L 611.170968 477.782047 \r\n",
       "L 611.449019 477.782047 \r\n",
       "L 611.72707 477.782047 \r\n",
       "L 612.005121 477.782047 \r\n",
       "L 612.283172 477.782047 \r\n",
       "L 612.561222 477.782047 \r\n",
       "L 612.839273 477.782047 \r\n",
       "L 613.117324 477.782047 \r\n",
       "L 613.395375 477.782047 \r\n",
       "L 613.673426 477.782047 \r\n",
       "L 613.951477 477.782047 \r\n",
       "L 614.229528 477.782047 \r\n",
       "L 614.507579 477.782047 \r\n",
       "L 614.78563 477.782047 \r\n",
       "L 615.063681 477.782047 \r\n",
       "L 615.341732 477.782047 \r\n",
       "L 615.619782 477.782047 \r\n",
       "L 615.897833 477.782047 \r\n",
       "L 616.175884 477.782047 \r\n",
       "L 616.453935 477.782047 \r\n",
       "L 616.731986 477.782047 \r\n",
       "L 617.010037 477.782047 \r\n",
       "L 617.010037 477.575453 \r\n",
       "L 617.010037 477.575453 \r\n",
       "L 616.731986 477.614623 \r\n",
       "L 616.453935 477.618264 \r\n",
       "L 616.175884 477.59056 \r\n",
       "L 615.897833 477.532516 \r\n",
       "L 615.619782 477.442828 \r\n",
       "L 615.341732 477.318812 \r\n",
       "L 615.063681 477.157397 \r\n",
       "L 614.78563 476.95616 \r\n",
       "L 614.507579 476.714361 \r\n",
       "L 614.229528 476.433887 \r\n",
       "L 613.951477 476.12 \r\n",
       "L 613.673426 475.781735 \r\n",
       "L 613.395375 475.431837 \r\n",
       "L 613.117324 475.086141 \r\n",
       "L 612.839273 474.762397 \r\n",
       "L 612.561222 474.478612 \r\n",
       "L 612.283172 474.251092 \r\n",
       "L 612.005121 474.092443 \r\n",
       "L 611.72707 474.009819 \r\n",
       "L 611.449019 474.003709 \r\n",
       "L 611.170968 474.06747 \r\n",
       "L 610.892917 474.187732 \r\n",
       "L 610.614866 474.345666 \r\n",
       "L 610.336815 474.518955 \r\n",
       "L 610.058764 474.684248 \r\n",
       "L 609.780713 474.819763 \r\n",
       "L 609.502663 474.907711 \r\n",
       "L 609.224612 474.936227 \r\n",
       "L 608.946561 474.900542 \r\n",
       "L 608.66851 474.80322 \r\n",
       "L 608.390459 474.653391 \r\n",
       "L 608.112408 474.464998 \r\n",
       "L 607.834357 474.254217 \r\n",
       "L 607.556306 474.036286 \r\n",
       "L 607.278255 473.822083 \r\n",
       "L 607.000204 473.614866 \r\n",
       "L 606.722153 473.407623 \r\n",
       "L 606.444103 473.181455 \r\n",
       "L 606.166052 472.9054 \r\n",
       "L 605.888001 472.537964 \r\n",
       "L 605.60995 472.030482 \r\n",
       "L 605.331899 471.332234 \r\n",
       "L 605.053848 470.396974 \r\n",
       "L 604.775797 469.190292 \r\n",
       "L 604.497746 467.696962 \r\n",
       "L 604.219695 465.927257 \r\n",
       "L 603.941644 463.921114 \r\n",
       "L 603.663594 461.749156 \r\n",
       "L 603.385543 459.509804 \r\n",
       "L 603.107492 457.322263 \r\n",
       "L 602.829441 455.315707 \r\n",
       "L 602.55139 453.615715 \r\n",
       "L 602.273339 452.329576 \r\n",
       "L 601.995288 451.532437 \r\n",
       "L 601.717237 451.256397 \r\n",
       "L 601.439186 451.484281 \r\n",
       "L 601.161135 452.149294 \r\n",
       "L 600.883084 453.14087 \r\n",
       "L 600.605034 454.316173 \r\n",
       "L 600.326983 455.515841 \r\n",
       "L 600.048932 456.582021 \r\n",
       "L 599.770881 457.376379 \r\n",
       "L 599.49283 457.795808 \r\n",
       "L 599.214779 457.783845 \r\n",
       "L 598.936728 457.336297 \r\n",
       "L 598.658677 456.500256 \r\n",
       "L 598.380626 455.366398 \r\n",
       "L 598.102575 454.055247 \r\n",
       "L 597.824524 452.698777 \r\n",
       "L 597.546474 451.419359 \r\n",
       "L 597.268423 450.308519 \r\n",
       "L 596.990372 449.408163 \r\n",
       "L 596.712321 448.696913 \r\n",
       "L 596.43427 448.083779 \r\n",
       "L 596.156219 447.410775 \r\n",
       "L 595.878168 446.465166 \r\n",
       "L 595.600117 445.000966 \r\n",
       "L 595.322066 442.768154 \r\n",
       "L 595.044015 439.546945 \r\n",
       "L 594.765965 435.183443 \r\n",
       "L 594.487914 429.622284 \r\n",
       "L 594.209863 422.931564 \r\n",
       "L 593.931812 415.315646 \r\n",
       "L 593.653761 407.11241 \r\n",
       "L 593.37571 398.773248 \r\n",
       "L 593.097659 390.826418 \r\n",
       "L 592.819608 383.826974 \r\n",
       "L 592.541557 378.298978 \r\n",
       "L 592.263506 374.677456 \r\n",
       "L 591.985455 373.258238 \r\n",
       "L 591.707405 374.163081 \r\n",
       "L 591.429354 377.325365 \r\n",
       "L 591.151303 382.498535 \r\n",
       "L 590.873252 389.285938 \r\n",
       "L 590.595201 397.187403 \r\n",
       "L 590.31715 405.655556 \r\n",
       "L 590.039099 414.153821 \r\n",
       "L 589.761048 422.208414 \r\n",
       "L 589.482997 429.448225 \r\n",
       "L 589.204946 435.628852 \r\n",
       "L 588.926896 440.639692 \r\n",
       "L 588.648845 444.495391 \r\n",
       "L 588.370794 447.314785 \r\n",
       "L 588.092743 449.291569 \r\n",
       "L 587.814692 450.661267 \r\n",
       "L 587.536641 451.668806 \r\n",
       "L 587.25859 452.540262 \r\n",
       "L 586.980539 453.461315 \r\n",
       "L 586.702488 454.56384 \r\n",
       "L 586.424437 455.920896 \r\n",
       "L 586.146386 457.549385 \r\n",
       "L 585.868336 459.418811 \r\n",
       "L 585.590285 461.464086 \r\n",
       "L 585.312234 463.60009 \r\n",
       "L 585.034183 465.735844 \r\n",
       "L 584.756132 467.786563 \r\n",
       "L 584.478081 469.682443 \r\n",
       "L 584.20003 471.373726 \r\n",
       "L 583.921979 472.832188 \r\n",
       "L 583.643928 474.049671 \r\n",
       "L 583.365877 475.034585 \r\n",
       "L 583.087827 475.807332 \r\n",
       "L 582.809776 476.395537 \r\n",
       "L 582.531725 476.829748 \r\n",
       "L 582.253674 477.139995 \r\n",
       "L 581.975623 477.353376 \r\n",
       "L 581.697572 477.492617 \r\n",
       "z\r\n",
       "\" style=\"fill:#1f77b4;fill-opacity:0.25;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_11\">\r\n",
       "    <path clip-path=\"url(#pf3b2e23807)\" d=\"M 631.486194 477.740496 \r\n",
       "L 631.486194 477.782047 \r\n",
       "L 632.223904 477.782047 \r\n",
       "L 632.961614 477.782047 \r\n",
       "L 633.699324 477.782047 \r\n",
       "L 634.437034 477.782047 \r\n",
       "L 635.174743 477.782047 \r\n",
       "L 635.912453 477.782047 \r\n",
       "L 636.650163 477.782047 \r\n",
       "L 637.387873 477.782047 \r\n",
       "L 638.125582 477.782047 \r\n",
       "L 638.863292 477.782047 \r\n",
       "L 639.601002 477.782047 \r\n",
       "L 640.338712 477.782047 \r\n",
       "L 641.076422 477.782047 \r\n",
       "L 641.814131 477.782047 \r\n",
       "L 642.551841 477.782047 \r\n",
       "L 643.289551 477.782047 \r\n",
       "L 644.027261 477.782047 \r\n",
       "L 644.76497 477.782047 \r\n",
       "L 645.50268 477.782047 \r\n",
       "L 646.24039 477.782047 \r\n",
       "L 646.9781 477.782047 \r\n",
       "L 647.71581 477.782047 \r\n",
       "L 648.453519 477.782047 \r\n",
       "L 649.191229 477.782047 \r\n",
       "L 649.928939 477.782047 \r\n",
       "L 650.666649 477.782047 \r\n",
       "L 651.404359 477.782047 \r\n",
       "L 652.142068 477.782047 \r\n",
       "L 652.879778 477.782047 \r\n",
       "L 653.617488 477.782047 \r\n",
       "L 654.355198 477.782047 \r\n",
       "L 655.092907 477.782047 \r\n",
       "L 655.830617 477.782047 \r\n",
       "L 656.568327 477.782047 \r\n",
       "L 657.306037 477.782047 \r\n",
       "L 658.043747 477.782047 \r\n",
       "L 658.781456 477.782047 \r\n",
       "L 659.519166 477.782047 \r\n",
       "L 660.256876 477.782047 \r\n",
       "L 660.994586 477.782047 \r\n",
       "L 661.732295 477.782047 \r\n",
       "L 662.470005 477.782047 \r\n",
       "L 663.207715 477.782047 \r\n",
       "L 663.945425 477.782047 \r\n",
       "L 664.683135 477.782047 \r\n",
       "L 665.420844 477.782047 \r\n",
       "L 666.158554 477.782047 \r\n",
       "L 666.896264 477.782047 \r\n",
       "L 667.633974 477.782047 \r\n",
       "L 668.371683 477.782047 \r\n",
       "L 669.109393 477.782047 \r\n",
       "L 669.847103 477.782047 \r\n",
       "L 670.584813 477.782047 \r\n",
       "L 671.322523 477.782047 \r\n",
       "L 672.060232 477.782047 \r\n",
       "L 672.797942 477.782047 \r\n",
       "L 673.535652 477.782047 \r\n",
       "L 674.273362 477.782047 \r\n",
       "L 675.011071 477.782047 \r\n",
       "L 675.748781 477.782047 \r\n",
       "L 676.486491 477.782047 \r\n",
       "L 677.224201 477.782047 \r\n",
       "L 677.961911 477.782047 \r\n",
       "L 678.69962 477.782047 \r\n",
       "L 679.43733 477.782047 \r\n",
       "L 680.17504 477.782047 \r\n",
       "L 680.91275 477.782047 \r\n",
       "L 681.650459 477.782047 \r\n",
       "L 682.388169 477.782047 \r\n",
       "L 683.125879 477.782047 \r\n",
       "L 683.863589 477.782047 \r\n",
       "L 684.601299 477.782047 \r\n",
       "L 685.339008 477.782047 \r\n",
       "L 686.076718 477.782047 \r\n",
       "L 686.814428 477.782047 \r\n",
       "L 687.552138 477.782047 \r\n",
       "L 688.289847 477.782047 \r\n",
       "L 689.027557 477.782047 \r\n",
       "L 689.765267 477.782047 \r\n",
       "L 690.502977 477.782047 \r\n",
       "L 691.240687 477.782047 \r\n",
       "L 691.978396 477.782047 \r\n",
       "L 692.716106 477.782047 \r\n",
       "L 693.453816 477.782047 \r\n",
       "L 694.191526 477.782047 \r\n",
       "L 694.929235 477.782047 \r\n",
       "L 695.666945 477.782047 \r\n",
       "L 696.404655 477.782047 \r\n",
       "L 697.142365 477.782047 \r\n",
       "L 697.880075 477.782047 \r\n",
       "L 698.617784 477.782047 \r\n",
       "L 699.355494 477.782047 \r\n",
       "L 700.093204 477.782047 \r\n",
       "L 700.830914 477.782047 \r\n",
       "L 701.568623 477.782047 \r\n",
       "L 702.306333 477.782047 \r\n",
       "L 703.044043 477.782047 \r\n",
       "L 703.781753 477.782047 \r\n",
       "L 704.519463 477.782047 \r\n",
       "L 705.257172 477.782047 \r\n",
       "L 705.994882 477.782047 \r\n",
       "L 706.732592 477.782047 \r\n",
       "L 707.470302 477.782047 \r\n",
       "L 708.208011 477.782047 \r\n",
       "L 708.945721 477.782047 \r\n",
       "L 709.683431 477.782047 \r\n",
       "L 710.421141 477.782047 \r\n",
       "L 711.158851 477.782047 \r\n",
       "L 711.89656 477.782047 \r\n",
       "L 712.63427 477.782047 \r\n",
       "L 713.37198 477.782047 \r\n",
       "L 714.10969 477.782047 \r\n",
       "L 714.847399 477.782047 \r\n",
       "L 715.585109 477.782047 \r\n",
       "L 716.322819 477.782047 \r\n",
       "L 717.060529 477.782047 \r\n",
       "L 717.798239 477.782047 \r\n",
       "L 718.535948 477.782047 \r\n",
       "L 719.273658 477.782047 \r\n",
       "L 720.011368 477.782047 \r\n",
       "L 720.749078 477.782047 \r\n",
       "L 721.486787 477.782047 \r\n",
       "L 722.224497 477.782047 \r\n",
       "L 722.962207 477.782047 \r\n",
       "L 723.699917 477.782047 \r\n",
       "L 724.437627 477.782047 \r\n",
       "L 725.175336 477.782047 \r\n",
       "L 725.175336 477.733205 \r\n",
       "L 725.175336 477.733205 \r\n",
       "L 724.437627 477.720721 \r\n",
       "L 723.699917 477.702148 \r\n",
       "L 722.962207 477.676277 \r\n",
       "L 722.224497 477.641577 \r\n",
       "L 721.486787 477.596194 \r\n",
       "L 720.749078 477.537959 \r\n",
       "L 720.011368 477.464404 \r\n",
       "L 719.273658 477.372799 \r\n",
       "L 718.535948 477.260202 \r\n",
       "L 717.798239 477.123528 \r\n",
       "L 717.060529 476.959634 \r\n",
       "L 716.322819 476.765418 \r\n",
       "L 715.585109 476.537926 \r\n",
       "L 714.847399 476.274469 \r\n",
       "L 714.10969 475.972739 \r\n",
       "L 713.37198 475.63091 \r\n",
       "L 712.63427 475.247737 \r\n",
       "L 711.89656 474.822629 \r\n",
       "L 711.158851 474.355709 \r\n",
       "L 710.421141 473.847844 \r\n",
       "L 709.683431 473.300661 \r\n",
       "L 708.945721 472.716539 \r\n",
       "L 708.208011 472.098598 \r\n",
       "L 707.470302 471.45066 \r\n",
       "L 706.732592 470.777221 \r\n",
       "L 705.994882 470.083403 \r\n",
       "L 705.257172 469.374911 \r\n",
       "L 704.519463 468.657967 \r\n",
       "L 703.781753 467.939232 \r\n",
       "L 703.044043 467.225708 \r\n",
       "L 702.306333 466.524602 \r\n",
       "L 701.568623 465.843152 \r\n",
       "L 700.830914 465.188421 \r\n",
       "L 700.093204 464.567057 \r\n",
       "L 699.355494 463.985022 \r\n",
       "L 698.617784 463.447321 \r\n",
       "L 697.880075 462.957749 \r\n",
       "L 697.142365 462.518664 \r\n",
       "L 696.404655 462.130832 \r\n",
       "L 695.666945 461.793351 \r\n",
       "L 694.929235 461.50367 \r\n",
       "L 694.191526 461.257715 \r\n",
       "L 693.453816 461.050106 \r\n",
       "L 692.716106 460.874458 \r\n",
       "L 691.978396 460.723747 \r\n",
       "L 691.240687 460.590697 \r\n",
       "L 690.502977 460.468169 \r\n",
       "L 689.765267 460.349513 \r\n",
       "L 689.027557 460.228858 \r\n",
       "L 688.289847 460.101329 \r\n",
       "L 687.552138 459.963177 \r\n",
       "L 686.814428 459.81182 \r\n",
       "L 686.076718 459.645827 \r\n",
       "L 685.339008 459.464851 \r\n",
       "L 684.601299 459.269532 \r\n",
       "L 683.863589 459.061417 \r\n",
       "L 683.125879 458.842894 \r\n",
       "L 682.388169 458.617167 \r\n",
       "L 681.650459 458.388272 \r\n",
       "L 680.91275 458.161123 \r\n",
       "L 680.17504 457.941583 \r\n",
       "L 679.43733 457.736506 \r\n",
       "L 678.69962 457.553759 \r\n",
       "L 677.961911 457.402152 \r\n",
       "L 677.224201 457.291286 \r\n",
       "L 676.486491 457.231274 \r\n",
       "L 675.748781 457.232359 \r\n",
       "L 675.011071 457.304412 \r\n",
       "L 674.273362 457.456371 \r\n",
       "L 673.535652 457.695622 \r\n",
       "L 672.797942 458.027419 \r\n",
       "L 672.060232 458.454352 \r\n",
       "L 671.322523 458.975952 \r\n",
       "L 670.584813 459.588461 \r\n",
       "L 669.847103 460.284803 \r\n",
       "L 669.109393 461.054777 \r\n",
       "L 668.371683 461.885454 \r\n",
       "L 667.633974 462.761767 \r\n",
       "L 666.896264 463.667249 \r\n",
       "L 666.158554 464.584854 \r\n",
       "L 665.420844 465.497814 \r\n",
       "L 664.683135 466.390453 \r\n",
       "L 663.945425 467.248909 \r\n",
       "L 663.207715 468.061711 \r\n",
       "L 662.470005 468.820171 \r\n",
       "L 661.732295 469.518591 \r\n",
       "L 660.994586 470.15426 \r\n",
       "L 660.256876 470.727273 \r\n",
       "L 659.519166 471.2402 \r\n",
       "L 658.781456 471.697633 \r\n",
       "L 658.043747 472.105664 \r\n",
       "L 657.306037 472.47133 \r\n",
       "L 656.568327 472.802075 \r\n",
       "L 655.830617 473.105252 \r\n",
       "L 655.092907 473.387705 \r\n",
       "L 654.355198 473.655443 \r\n",
       "L 653.617488 473.913409 \r\n",
       "L 652.879778 474.165361 \r\n",
       "L 652.142068 474.413842 \r\n",
       "L 651.404359 474.660228 \r\n",
       "L 650.666649 474.904857 \r\n",
       "L 649.928939 475.14719 \r\n",
       "L 649.191229 475.386013 \r\n",
       "L 648.453519 475.619647 \r\n",
       "L 647.71581 475.846154 \r\n",
       "L 646.9781 476.063527 \r\n",
       "L 646.24039 476.269853 \r\n",
       "L 645.50268 476.463448 \r\n",
       "L 644.76497 476.64295 \r\n",
       "L 644.027261 476.807377 \r\n",
       "L 643.289551 476.956161 \r\n",
       "L 642.551841 477.089136 \r\n",
       "L 641.814131 477.206517 \r\n",
       "L 641.076422 477.308849 \r\n",
       "L 640.338712 477.396948 \r\n",
       "L 639.601002 477.471838 \r\n",
       "L 638.863292 477.534679 \r\n",
       "L 638.125582 477.586704 \r\n",
       "L 637.387873 477.629155 \r\n",
       "L 636.650163 477.66323 \r\n",
       "L 635.912453 477.690037 \r\n",
       "L 635.174743 477.710557 \r\n",
       "L 634.437034 477.725608 \r\n",
       "L 633.699324 477.735821 \r\n",
       "L 632.961614 477.741618 \r\n",
       "L 632.223904 477.743194 \r\n",
       "L 631.486194 477.740496 \r\n",
       "z\r\n",
       "\" style=\"fill:#ff7f0e;fill-opacity:0.25;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"PolyCollection_12\">\r\n",
       "    <path clip-path=\"url(#pf3b2e23807)\" d=\"M 617.256569 477.652674 \r\n",
       "L 617.256569 477.782047 \r\n",
       "L 617.790834 477.782047 \r\n",
       "L 618.3251 477.782047 \r\n",
       "L 618.859366 477.782047 \r\n",
       "L 619.393631 477.782047 \r\n",
       "L 619.927897 477.782047 \r\n",
       "L 620.462163 477.782047 \r\n",
       "L 620.996428 477.782047 \r\n",
       "L 621.530694 477.782047 \r\n",
       "L 622.064959 477.782047 \r\n",
       "L 622.599225 477.782047 \r\n",
       "L 623.133491 477.782047 \r\n",
       "L 623.667756 477.782047 \r\n",
       "L 624.202022 477.782047 \r\n",
       "L 624.736287 477.782047 \r\n",
       "L 625.270553 477.782047 \r\n",
       "L 625.804819 477.782047 \r\n",
       "L 626.339084 477.782047 \r\n",
       "L 626.87335 477.782047 \r\n",
       "L 627.407615 477.782047 \r\n",
       "L 627.941881 477.782047 \r\n",
       "L 628.476147 477.782047 \r\n",
       "L 629.010412 477.782047 \r\n",
       "L 629.544678 477.782047 \r\n",
       "L 630.078944 477.782047 \r\n",
       "L 630.613209 477.782047 \r\n",
       "L 631.147475 477.782047 \r\n",
       "L 631.68174 477.782047 \r\n",
       "L 632.216006 477.782047 \r\n",
       "L 632.750272 477.782047 \r\n",
       "L 633.284537 477.782047 \r\n",
       "L 633.818803 477.782047 \r\n",
       "L 634.353068 477.782047 \r\n",
       "L 634.887334 477.782047 \r\n",
       "L 635.4216 477.782047 \r\n",
       "L 635.955865 477.782047 \r\n",
       "L 636.490131 477.782047 \r\n",
       "L 637.024396 477.782047 \r\n",
       "L 637.558662 477.782047 \r\n",
       "L 638.092928 477.782047 \r\n",
       "L 638.627193 477.782047 \r\n",
       "L 639.161459 477.782047 \r\n",
       "L 639.695724 477.782047 \r\n",
       "L 640.22999 477.782047 \r\n",
       "L 640.764256 477.782047 \r\n",
       "L 641.298521 477.782047 \r\n",
       "L 641.832787 477.782047 \r\n",
       "L 642.367053 477.782047 \r\n",
       "L 642.901318 477.782047 \r\n",
       "L 643.435584 477.782047 \r\n",
       "L 643.969849 477.782047 \r\n",
       "L 644.504115 477.782047 \r\n",
       "L 645.038381 477.782047 \r\n",
       "L 645.572646 477.782047 \r\n",
       "L 646.106912 477.782047 \r\n",
       "L 646.641177 477.782047 \r\n",
       "L 647.175443 477.782047 \r\n",
       "L 647.709709 477.782047 \r\n",
       "L 648.243974 477.782047 \r\n",
       "L 648.77824 477.782047 \r\n",
       "L 649.312505 477.782047 \r\n",
       "L 649.846771 477.782047 \r\n",
       "L 650.381037 477.782047 \r\n",
       "L 650.915302 477.782047 \r\n",
       "L 651.449568 477.782047 \r\n",
       "L 651.983833 477.782047 \r\n",
       "L 652.518099 477.782047 \r\n",
       "L 653.052365 477.782047 \r\n",
       "L 653.58663 477.782047 \r\n",
       "L 654.120896 477.782047 \r\n",
       "L 654.655162 477.782047 \r\n",
       "L 655.189427 477.782047 \r\n",
       "L 655.723693 477.782047 \r\n",
       "L 656.257958 477.782047 \r\n",
       "L 656.792224 477.782047 \r\n",
       "L 657.32649 477.782047 \r\n",
       "L 657.860755 477.782047 \r\n",
       "L 658.395021 477.782047 \r\n",
       "L 658.929286 477.782047 \r\n",
       "L 659.463552 477.782047 \r\n",
       "L 659.997818 477.782047 \r\n",
       "L 660.532083 477.782047 \r\n",
       "L 661.066349 477.782047 \r\n",
       "L 661.600614 477.782047 \r\n",
       "L 662.13488 477.782047 \r\n",
       "L 662.669146 477.782047 \r\n",
       "L 663.203411 477.782047 \r\n",
       "L 663.737677 477.782047 \r\n",
       "L 664.271943 477.782047 \r\n",
       "L 664.806208 477.782047 \r\n",
       "L 665.340474 477.782047 \r\n",
       "L 665.874739 477.782047 \r\n",
       "L 666.409005 477.782047 \r\n",
       "L 666.943271 477.782047 \r\n",
       "L 667.477536 477.782047 \r\n",
       "L 668.011802 477.782047 \r\n",
       "L 668.546067 477.782047 \r\n",
       "L 669.080333 477.782047 \r\n",
       "L 669.614599 477.782047 \r\n",
       "L 670.148864 477.782047 \r\n",
       "L 670.68313 477.782047 \r\n",
       "L 671.217395 477.782047 \r\n",
       "L 671.751661 477.782047 \r\n",
       "L 672.285927 477.782047 \r\n",
       "L 672.820192 477.782047 \r\n",
       "L 673.354458 477.782047 \r\n",
       "L 673.888723 477.782047 \r\n",
       "L 674.422989 477.782047 \r\n",
       "L 674.957255 477.782047 \r\n",
       "L 675.49152 477.782047 \r\n",
       "L 676.025786 477.782047 \r\n",
       "L 676.560052 477.782047 \r\n",
       "L 677.094317 477.782047 \r\n",
       "L 677.628583 477.782047 \r\n",
       "L 678.162848 477.782047 \r\n",
       "L 678.697114 477.782047 \r\n",
       "L 679.23138 477.782047 \r\n",
       "L 679.765645 477.782047 \r\n",
       "L 680.299911 477.782047 \r\n",
       "L 680.834176 477.782047 \r\n",
       "L 681.368442 477.782047 \r\n",
       "L 681.902708 477.782047 \r\n",
       "L 682.436973 477.782047 \r\n",
       "L 682.971239 477.782047 \r\n",
       "L 683.505504 477.782047 \r\n",
       "L 684.03977 477.782047 \r\n",
       "L 684.574036 477.782047 \r\n",
       "L 685.108301 477.782047 \r\n",
       "L 685.108301 477.681626 \r\n",
       "L 685.108301 477.681626 \r\n",
       "L 684.574036 477.699789 \r\n",
       "L 684.03977 477.708855 \r\n",
       "L 683.505504 477.70998 \r\n",
       "L 682.971239 477.703843 \r\n",
       "L 682.436973 477.690718 \r\n",
       "L 681.902708 477.670533 \r\n",
       "L 681.368442 477.642942 \r\n",
       "L 680.834176 477.607391 \r\n",
       "L 680.299911 477.563185 \r\n",
       "L 679.765645 477.509556 \r\n",
       "L 679.23138 477.445731 \r\n",
       "L 678.697114 477.370992 \r\n",
       "L 678.162848 477.284732 \r\n",
       "L 677.628583 477.186508 \r\n",
       "L 677.094317 477.076072 \r\n",
       "L 676.560052 476.953392 \r\n",
       "L 676.025786 476.818644 \r\n",
       "L 675.49152 476.672194 \r\n",
       "L 674.957255 476.514537 \r\n",
       "L 674.422989 476.346231 \r\n",
       "L 673.888723 476.167791 \r\n",
       "L 673.354458 475.979581 \r\n",
       "L 672.820192 475.781688 \r\n",
       "L 672.285927 475.573792 \r\n",
       "L 671.751661 475.355051 \r\n",
       "L 671.217395 475.123996 \r\n",
       "L 670.68313 474.878453 \r\n",
       "L 670.148864 474.615504 \r\n",
       "L 669.614599 474.331481 \r\n",
       "L 669.080333 474.02201 \r\n",
       "L 668.546067 473.682102 \r\n",
       "L 668.011802 473.306295 \r\n",
       "L 667.477536 472.888831 \r\n",
       "L 666.943271 472.423893 \r\n",
       "L 666.409005 471.905864 \r\n",
       "L 665.874739 471.329621 \r\n",
       "L 665.340474 470.690847 \r\n",
       "L 664.806208 469.986346 \r\n",
       "L 664.271943 469.214352 \r\n",
       "L 663.737677 468.3748 \r\n",
       "L 663.203411 467.469559 \r\n",
       "L 662.669146 466.502587 \r\n",
       "L 662.13488 465.479994 \r\n",
       "L 661.600614 464.409998 \r\n",
       "L 661.066349 463.302753 \r\n",
       "L 660.532083 462.170048 \r\n",
       "L 659.997818 461.024878 \r\n",
       "L 659.463552 459.880905 \r\n",
       "L 658.929286 458.751843 \r\n",
       "L 658.395021 457.650795 \r\n",
       "L 657.860755 456.589603 \r\n",
       "L 657.32649 455.578264 \r\n",
       "L 656.792224 454.624466 \r\n",
       "L 656.257958 453.73329 \r\n",
       "L 655.723693 452.907128 \r\n",
       "L 655.189427 452.145819 \r\n",
       "L 654.655162 451.447023 \r\n",
       "L 654.120896 450.806788 \r\n",
       "L 653.58663 450.220281 \r\n",
       "L 653.052365 449.682604 \r\n",
       "L 652.518099 449.189634 \r\n",
       "L 651.983833 448.738783 \r\n",
       "L 651.449568 448.329619 \r\n",
       "L 650.915302 447.96426 \r\n",
       "L 650.381037 447.647513 \r\n",
       "L 649.846771 447.386711 \r\n",
       "L 649.312505 447.191274 \r\n",
       "L 648.77824 447.07201 \r\n",
       "L 648.243974 447.040226 \r\n",
       "L 647.709709 447.106721 \r\n",
       "L 647.175443 447.280749 \r\n",
       "L 646.641177 447.56905 \r\n",
       "L 646.106912 447.975025 \r\n",
       "L 645.572646 448.498147 \r\n",
       "L 645.038381 449.133622 \r\n",
       "L 644.504115 449.872367 \r\n",
       "L 643.969849 450.701275 \r\n",
       "L 643.435584 451.603743 \r\n",
       "L 642.901318 452.56044 \r\n",
       "L 642.367053 453.550232 \r\n",
       "L 641.832787 454.551205 \r\n",
       "L 641.298521 455.541725 \r\n",
       "L 640.764256 456.501458 \r\n",
       "L 640.22999 457.41231 \r\n",
       "L 639.695724 458.259227 \r\n",
       "L 639.161459 459.030829 \r\n",
       "L 638.627193 459.719856 \r\n",
       "L 638.092928 460.323411 \r\n",
       "L 637.558662 460.842991 \r\n",
       "L 637.024396 461.28432 \r\n",
       "L 636.490131 461.656976 \r\n",
       "L 635.955865 461.973839 \r\n",
       "L 635.4216 462.25038 \r\n",
       "L 634.887334 462.503817 \r\n",
       "L 634.353068 462.752179 \r\n",
       "L 633.818803 463.01333 \r\n",
       "L 633.284537 463.303987 \r\n",
       "L 632.750272 463.638817 \r\n",
       "L 632.216006 464.029638 \r\n",
       "L 631.68174 464.4848 \r\n",
       "L 631.147475 465.008777 \r\n",
       "L 630.613209 465.601992 \r\n",
       "L 630.078944 466.260901 \r\n",
       "L 629.544678 466.978312 \r\n",
       "L 629.010412 467.743915 \r\n",
       "L 628.476147 468.544991 \r\n",
       "L 627.941881 469.36722 \r\n",
       "L 627.407615 470.19555 \r\n",
       "L 626.87335 471.015044 \r\n",
       "L 626.339084 471.811655 \r\n",
       "L 625.804819 472.572878 \r\n",
       "L 625.270553 473.288244 \r\n",
       "L 624.736287 473.949639 \r\n",
       "L 624.202022 474.551447 \r\n",
       "L 623.667756 475.090517 \r\n",
       "L 623.133491 475.566001 \r\n",
       "L 622.599225 475.979074 \r\n",
       "L 622.064959 476.332578 \r\n",
       "L 621.530694 476.630632 \r\n",
       "L 620.996428 476.878235 \r\n",
       "L 620.462163 477.080889 \r\n",
       "L 619.927897 477.244271 \r\n",
       "L 619.393631 477.373945 \r\n",
       "L 618.859366 477.475157 \r\n",
       "L 618.3251 477.552666 \r\n",
       "L 617.790834 477.610656 \r\n",
       "L 617.256569 477.652674 \r\n",
       "z\r\n",
       "\" style=\"fill:#2ca02c;fill-opacity:0.25;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_122\">\r\n",
       "    <path clip-path=\"url(#pf3b2e23807)\" d=\"M 581.697572 477.492617 \r\n",
       "L 582.253674 477.139995 \r\n",
       "L 582.809776 476.395537 \r\n",
       "L 583.365877 475.034585 \r\n",
       "L 583.921979 472.832188 \r\n",
       "L 584.478081 469.682443 \r\n",
       "L 585.590285 461.464086 \r\n",
       "L 586.424437 455.920896 \r\n",
       "L 586.980539 453.461315 \r\n",
       "L 587.814692 450.661267 \r\n",
       "L 588.092743 449.291569 \r\n",
       "L 588.370794 447.314785 \r\n",
       "L 588.926896 440.639692 \r\n",
       "L 589.482997 429.448225 \r\n",
       "L 590.31715 405.655556 \r\n",
       "L 591.151303 382.498535 \r\n",
       "L 591.707405 374.163081 \r\n",
       "L 591.985455 373.258238 \r\n",
       "L 592.263506 374.677456 \r\n",
       "L 592.541557 378.298978 \r\n",
       "L 593.097659 390.826418 \r\n",
       "L 594.487914 429.622284 \r\n",
       "L 595.044015 439.546945 \r\n",
       "L 595.600117 445.000966 \r\n",
       "L 596.156219 447.410775 \r\n",
       "L 597.268423 450.308519 \r\n",
       "L 598.102575 454.055247 \r\n",
       "L 598.658677 456.500256 \r\n",
       "L 598.936728 457.336297 \r\n",
       "L 599.214779 457.783845 \r\n",
       "L 599.49283 457.795808 \r\n",
       "L 599.770881 457.376379 \r\n",
       "L 600.326983 455.515841 \r\n",
       "L 601.161135 452.149294 \r\n",
       "L 601.439186 451.484281 \r\n",
       "L 601.717237 451.256397 \r\n",
       "L 601.995288 451.532437 \r\n",
       "L 602.273339 452.329576 \r\n",
       "L 602.829441 455.315707 \r\n",
       "L 604.775797 469.190292 \r\n",
       "L 605.331899 471.332234 \r\n",
       "L 605.888001 472.537964 \r\n",
       "L 606.444103 473.181455 \r\n",
       "L 608.390459 474.653391 \r\n",
       "L 608.946561 474.900542 \r\n",
       "L 609.502663 474.907711 \r\n",
       "L 610.058764 474.684248 \r\n",
       "L 611.170968 474.06747 \r\n",
       "L 611.72707 474.009819 \r\n",
       "L 612.283172 474.251092 \r\n",
       "L 612.839273 474.762397 \r\n",
       "L 614.78563 476.95616 \r\n",
       "L 615.619782 477.442828 \r\n",
       "L 616.453935 477.618264 \r\n",
       "L 617.010037 477.575453 \r\n",
       "L 617.010037 477.575453 \r\n",
       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_123\">\r\n",
       "    <path clip-path=\"url(#pf3b2e23807)\" d=\"M 631.486194 477.740496 \r\n",
       "L 636.650163 477.66323 \r\n",
       "L 640.338712 477.396948 \r\n",
       "L 643.289551 476.956161 \r\n",
       "L 646.24039 476.269853 \r\n",
       "L 649.928939 475.14719 \r\n",
       "L 655.830617 473.105252 \r\n",
       "L 658.043747 472.105664 \r\n",
       "L 659.519166 471.2402 \r\n",
       "L 660.994586 470.15426 \r\n",
       "L 662.470005 468.820171 \r\n",
       "L 664.683135 466.390453 \r\n",
       "L 669.847103 460.284803 \r\n",
       "L 671.322523 458.975952 \r\n",
       "L 672.797942 458.027419 \r\n",
       "L 674.273362 457.456371 \r\n",
       "L 675.748781 457.232359 \r\n",
       "L 677.224201 457.291286 \r\n",
       "L 678.69962 457.553759 \r\n",
       "L 681.650459 458.388272 \r\n",
       "L 686.076718 459.645827 \r\n",
       "L 689.027557 460.228858 \r\n",
       "L 693.453816 461.050106 \r\n",
       "L 694.929235 461.50367 \r\n",
       "L 696.404655 462.130832 \r\n",
       "L 697.880075 462.957749 \r\n",
       "L 699.355494 463.985022 \r\n",
       "L 701.568623 465.843152 \r\n",
       "L 705.257172 469.374911 \r\n",
       "L 708.208011 472.098598 \r\n",
       "L 710.421141 473.847844 \r\n",
       "L 712.63427 475.247737 \r\n",
       "L 714.847399 476.274469 \r\n",
       "L 717.060529 476.959634 \r\n",
       "L 719.273658 477.372799 \r\n",
       "L 722.224497 477.641577 \r\n",
       "L 725.175336 477.733205 \r\n",
       "L 725.175336 477.733205 \r\n",
       "\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"line2d_124\">\r\n",
       "    <path clip-path=\"url(#pf3b2e23807)\" d=\"M 617.256569 477.652674 \r\n",
       "L 619.393631 477.373945 \r\n",
       "L 620.996428 476.878235 \r\n",
       "L 622.064959 476.332578 \r\n",
       "L 623.133491 475.566001 \r\n",
       "L 624.202022 474.551447 \r\n",
       "L 625.270553 473.288244 \r\n",
       "L 626.87335 471.015044 \r\n",
       "L 630.078944 466.260901 \r\n",
       "L 631.147475 465.008777 \r\n",
       "L 632.216006 464.029638 \r\n",
       "L 633.284537 463.303987 \r\n",
       "L 637.024396 461.28432 \r\n",
       "L 638.092928 460.323411 \r\n",
       "L 639.161459 459.030829 \r\n",
       "L 640.22999 457.41231 \r\n",
       "L 642.367053 453.550232 \r\n",
       "L 643.969849 450.701275 \r\n",
       "L 645.038381 449.133622 \r\n",
       "L 646.106912 447.975025 \r\n",
       "L 647.175443 447.280749 \r\n",
       "L 648.243974 447.040226 \r\n",
       "L 649.312505 447.191274 \r\n",
       "L 650.381037 447.647513 \r\n",
       "L 651.449568 448.329619 \r\n",
       "L 653.052365 449.682604 \r\n",
       "L 654.655162 451.447023 \r\n",
       "L 655.723693 452.907128 \r\n",
       "L 657.32649 455.578264 \r\n",
       "L 658.929286 458.751843 \r\n",
       "L 662.669146 466.502587 \r\n",
       "L 664.271943 469.214352 \r\n",
       "L 665.340474 470.690847 \r\n",
       "L 666.409005 471.905864 \r\n",
       "L 668.011802 473.306295 \r\n",
       "L 669.614599 474.331481 \r\n",
       "L 671.751661 475.355051 \r\n",
       "L 674.422989 476.346231 \r\n",
       "L 677.094317 477.076072 \r\n",
       "L 679.23138 477.445731 \r\n",
       "L 681.902708 477.670533 \r\n",
       "L 685.108301 477.681626 \r\n",
       "L 685.108301 477.681626 \r\n",
       "\" style=\"fill:none;stroke:#2ca02c;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"legend_1\">\r\n",
       "   <g id=\"text_37\">\r\n",
       "    <!-- Gatunek -->\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 59.515625 10.40625 \r\n",
       "L 59.515625 29.984375 \r\n",
       "L 43.40625 29.984375 \r\n",
       "L 43.40625 38.09375 \r\n",
       "L 69.28125 38.09375 \r\n",
       "L 69.28125 6.78125 \r\n",
       "Q 63.578125 2.734375 56.6875 0.65625 \r\n",
       "Q 49.8125 -1.421875 42 -1.421875 \r\n",
       "Q 24.90625 -1.421875 15.25 8.5625 \r\n",
       "Q 5.609375 18.5625 5.609375 36.375 \r\n",
       "Q 5.609375 54.25 15.25 64.234375 \r\n",
       "Q 24.90625 74.21875 42 74.21875 \r\n",
       "Q 49.125 74.21875 55.546875 72.453125 \r\n",
       "Q 61.96875 70.703125 67.390625 67.28125 \r\n",
       "L 67.390625 56.78125 \r\n",
       "Q 61.921875 61.421875 55.765625 63.765625 \r\n",
       "Q 49.609375 66.109375 42.828125 66.109375 \r\n",
       "Q 29.4375 66.109375 22.71875 58.640625 \r\n",
       "Q 16.015625 51.171875 16.015625 36.375 \r\n",
       "Q 16.015625 21.625 22.71875 14.15625 \r\n",
       "Q 29.4375 6.6875 42.828125 6.6875 \r\n",
       "Q 48.046875 6.6875 52.140625 7.59375 \r\n",
       "Q 56.25 8.5 59.515625 10.40625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-71\"/>\r\n",
       "     <path d=\"M 34.28125 27.484375 \r\n",
       "Q 23.390625 27.484375 19.1875 25 \r\n",
       "Q 14.984375 22.515625 14.984375 16.5 \r\n",
       "Q 14.984375 11.71875 18.140625 8.90625 \r\n",
       "Q 21.296875 6.109375 26.703125 6.109375 \r\n",
       "Q 34.1875 6.109375 38.703125 11.40625 \r\n",
       "Q 43.21875 16.703125 43.21875 25.484375 \r\n",
       "L 43.21875 27.484375 \r\n",
       "z\r\n",
       "M 52.203125 31.203125 \r\n",
       "L 52.203125 0 \r\n",
       "L 43.21875 0 \r\n",
       "L 43.21875 8.296875 \r\n",
       "Q 40.140625 3.328125 35.546875 0.953125 \r\n",
       "Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
       "Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
       "Q 6 8.015625 6 15.921875 \r\n",
       "Q 6 25.140625 12.171875 29.828125 \r\n",
       "Q 18.359375 34.515625 30.609375 34.515625 \r\n",
       "L 43.21875 34.515625 \r\n",
       "L 43.21875 35.40625 \r\n",
       "Q 43.21875 41.609375 39.140625 45 \r\n",
       "Q 35.0625 48.390625 27.6875 48.390625 \r\n",
       "Q 23 48.390625 18.546875 47.265625 \r\n",
       "Q 14.109375 46.140625 10.015625 43.890625 \r\n",
       "L 10.015625 52.203125 \r\n",
       "Q 14.9375 54.109375 19.578125 55.046875 \r\n",
       "Q 24.21875 56 28.609375 56 \r\n",
       "Q 40.484375 56 46.34375 49.84375 \r\n",
       "Q 52.203125 43.703125 52.203125 31.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-97\"/>\r\n",
       "     <path d=\"M 18.3125 70.21875 \r\n",
       "L 18.3125 54.6875 \r\n",
       "L 36.8125 54.6875 \r\n",
       "L 36.8125 47.703125 \r\n",
       "L 18.3125 47.703125 \r\n",
       "L 18.3125 18.015625 \r\n",
       "Q 18.3125 11.328125 20.140625 9.421875 \r\n",
       "Q 21.96875 7.515625 27.59375 7.515625 \r\n",
       "L 36.8125 7.515625 \r\n",
       "L 36.8125 0 \r\n",
       "L 27.59375 0 \r\n",
       "Q 17.1875 0 13.234375 3.875 \r\n",
       "Q 9.28125 7.765625 9.28125 18.015625 \r\n",
       "L 9.28125 47.703125 \r\n",
       "L 2.6875 47.703125 \r\n",
       "L 2.6875 54.6875 \r\n",
       "L 9.28125 54.6875 \r\n",
       "L 9.28125 70.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-116\"/>\r\n",
       "     <path d=\"M 8.5 21.578125 \r\n",
       "L 8.5 54.6875 \r\n",
       "L 17.484375 54.6875 \r\n",
       "L 17.484375 21.921875 \r\n",
       "Q 17.484375 14.15625 20.5 10.265625 \r\n",
       "Q 23.53125 6.390625 29.59375 6.390625 \r\n",
       "Q 36.859375 6.390625 41.078125 11.03125 \r\n",
       "Q 45.3125 15.671875 45.3125 23.6875 \r\n",
       "L 45.3125 54.6875 \r\n",
       "L 54.296875 54.6875 \r\n",
       "L 54.296875 0 \r\n",
       "L 45.3125 0 \r\n",
       "L 45.3125 8.40625 \r\n",
       "Q 42.046875 3.421875 37.71875 1 \r\n",
       "Q 33.40625 -1.421875 27.6875 -1.421875 \r\n",
       "Q 18.265625 -1.421875 13.375 4.4375 \r\n",
       "Q 8.5 10.296875 8.5 21.578125 \r\n",
       "z\r\n",
       "M 31.109375 56 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-117\"/>\r\n",
       "     <path d=\"M 54.890625 33.015625 \r\n",
       "L 54.890625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 45.90625 32.71875 \r\n",
       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
       "Q 30.078125 56 35.796875 56 \r\n",
       "Q 45.21875 56 50.046875 50.171875 \r\n",
       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-110\"/>\r\n",
       "     <path d=\"M 56.203125 29.59375 \r\n",
       "L 56.203125 25.203125 \r\n",
       "L 14.890625 25.203125 \r\n",
       "Q 15.484375 15.921875 20.484375 11.0625 \r\n",
       "Q 25.484375 6.203125 34.421875 6.203125 \r\n",
       "Q 39.59375 6.203125 44.453125 7.46875 \r\n",
       "Q 49.3125 8.734375 54.109375 11.28125 \r\n",
       "L 54.109375 2.78125 \r\n",
       "Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
       "Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
       "Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
       "Q 5.515625 13.8125 5.515625 26.8125 \r\n",
       "Q 5.515625 40.234375 12.765625 48.109375 \r\n",
       "Q 20.015625 56 32.328125 56 \r\n",
       "Q 43.359375 56 49.78125 48.890625 \r\n",
       "Q 56.203125 41.796875 56.203125 29.59375 \r\n",
       "z\r\n",
       "M 47.21875 32.234375 \r\n",
       "Q 47.125 39.59375 43.09375 43.984375 \r\n",
       "Q 39.0625 48.390625 32.421875 48.390625 \r\n",
       "Q 24.90625 48.390625 20.390625 44.140625 \r\n",
       "Q 15.875 39.890625 15.1875 32.171875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-101\"/>\r\n",
       "     <path d=\"M 9.078125 75.984375 \r\n",
       "L 18.109375 75.984375 \r\n",
       "L 18.109375 31.109375 \r\n",
       "L 44.921875 54.6875 \r\n",
       "L 56.390625 54.6875 \r\n",
       "L 27.390625 29.109375 \r\n",
       "L 57.625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 18.109375 26.703125 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-107\"/>\r\n",
       "    </defs>\r\n",
       "    <g transform=\"translate(768.589381 238.411336)scale(0.1 -0.1)\">\r\n",
       "     <use xlink:href=\"#DejaVuSans-71\"/>\r\n",
       "     <use x=\"77.490234\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "     <use x=\"138.769531\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "     <use x=\"177.978516\" xlink:href=\"#DejaVuSans-117\"/>\r\n",
       "     <use x=\"241.357422\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "     <use x=\"304.736328\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "     <use x=\"366.259766\" xlink:href=\"#DejaVuSans-107\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_37\">\r\n",
       "    <g>\r\n",
       "     <use style=\"fill:#1f77b4;stroke:#ffffff;stroke-width:0.75;\" x=\"752.202662\" xlink:href=\"#m3163eb47da\" y=\"250.464461\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"text_38\">\r\n",
       "    <!-- Iris-setosa -->\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 9.8125 72.90625 \r\n",
       "L 19.671875 72.90625 \r\n",
       "L 19.671875 0 \r\n",
       "L 9.8125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-73\"/>\r\n",
       "     <path d=\"M 41.109375 46.296875 \r\n",
       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
       "Q 36.03125 48 33.890625 48 \r\n",
       "Q 26.265625 48 22.1875 43.046875 \r\n",
       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
       "Q 30.03125 56 36.53125 56 \r\n",
       "Q 37.453125 56 38.578125 55.875 \r\n",
       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-114\"/>\r\n",
       "     <path d=\"M 9.421875 54.6875 \r\n",
       "L 18.40625 54.6875 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 64.59375 \r\n",
       "L 9.421875 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-105\"/>\r\n",
       "     <path d=\"M 4.890625 31.390625 \r\n",
       "L 31.203125 31.390625 \r\n",
       "L 31.203125 23.390625 \r\n",
       "L 4.890625 23.390625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-45\"/>\r\n",
       "     <path d=\"M 30.609375 48.390625 \r\n",
       "Q 23.390625 48.390625 19.1875 42.75 \r\n",
       "Q 14.984375 37.109375 14.984375 27.296875 \r\n",
       "Q 14.984375 17.484375 19.15625 11.84375 \r\n",
       "Q 23.34375 6.203125 30.609375 6.203125 \r\n",
       "Q 37.796875 6.203125 41.984375 11.859375 \r\n",
       "Q 46.1875 17.53125 46.1875 27.296875 \r\n",
       "Q 46.1875 37.015625 41.984375 42.703125 \r\n",
       "Q 37.796875 48.390625 30.609375 48.390625 \r\n",
       "z\r\n",
       "M 30.609375 56 \r\n",
       "Q 42.328125 56 49.015625 48.375 \r\n",
       "Q 55.71875 40.765625 55.71875 27.296875 \r\n",
       "Q 55.71875 13.875 49.015625 6.21875 \r\n",
       "Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
       "Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
       "Q 5.515625 13.875 5.515625 27.296875 \r\n",
       "Q 5.515625 40.765625 12.171875 48.375 \r\n",
       "Q 18.84375 56 30.609375 56 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-111\"/>\r\n",
       "    </defs>\r\n",
       "    <g transform=\"translate(770.202662 253.089461)scale(0.1 -0.1)\">\r\n",
       "     <use xlink:href=\"#DejaVuSans-73\"/>\r\n",
       "     <use x=\"29.492188\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "     <use x=\"70.605469\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "     <use x=\"98.388672\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "     <use x=\"150.488281\" xlink:href=\"#DejaVuSans-45\"/>\r\n",
       "     <use x=\"186.572266\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "     <use x=\"238.671875\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "     <use x=\"300.195312\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "     <use x=\"339.404297\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "     <use x=\"400.585938\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "     <use x=\"452.685547\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_38\">\r\n",
       "    <g>\r\n",
       "     <use style=\"fill:#ff7f0e;stroke:#ffffff;stroke-width:0.75;\" x=\"752.202662\" xlink:href=\"#m49d914ff62\" y=\"265.142586\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"text_39\">\r\n",
       "    <!-- Iris-virginica -->\r\n",
       "    <defs>\r\n",
       "     <path d=\"M 2.984375 54.6875 \r\n",
       "L 12.5 54.6875 \r\n",
       "L 29.59375 8.796875 \r\n",
       "L 46.6875 54.6875 \r\n",
       "L 56.203125 54.6875 \r\n",
       "L 35.6875 0 \r\n",
       "L 23.484375 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-118\"/>\r\n",
       "     <path d=\"M 45.40625 27.984375 \r\n",
       "Q 45.40625 37.75 41.375 43.109375 \r\n",
       "Q 37.359375 48.484375 30.078125 48.484375 \r\n",
       "Q 22.859375 48.484375 18.828125 43.109375 \r\n",
       "Q 14.796875 37.75 14.796875 27.984375 \r\n",
       "Q 14.796875 18.265625 18.828125 12.890625 \r\n",
       "Q 22.859375 7.515625 30.078125 7.515625 \r\n",
       "Q 37.359375 7.515625 41.375 12.890625 \r\n",
       "Q 45.40625 18.265625 45.40625 27.984375 \r\n",
       "z\r\n",
       "M 54.390625 6.78125 \r\n",
       "Q 54.390625 -7.171875 48.1875 -13.984375 \r\n",
       "Q 42 -20.796875 29.203125 -20.796875 \r\n",
       "Q 24.46875 -20.796875 20.265625 -20.09375 \r\n",
       "Q 16.0625 -19.390625 12.109375 -17.921875 \r\n",
       "L 12.109375 -9.1875 \r\n",
       "Q 16.0625 -11.328125 19.921875 -12.34375 \r\n",
       "Q 23.78125 -13.375 27.78125 -13.375 \r\n",
       "Q 36.625 -13.375 41.015625 -8.765625 \r\n",
       "Q 45.40625 -4.15625 45.40625 5.171875 \r\n",
       "L 45.40625 9.625 \r\n",
       "Q 42.625 4.78125 38.28125 2.390625 \r\n",
       "Q 33.9375 0 27.875 0 \r\n",
       "Q 17.828125 0 11.671875 7.65625 \r\n",
       "Q 5.515625 15.328125 5.515625 27.984375 \r\n",
       "Q 5.515625 40.671875 11.671875 48.328125 \r\n",
       "Q 17.828125 56 27.875 56 \r\n",
       "Q 33.9375 56 38.28125 53.609375 \r\n",
       "Q 42.625 51.21875 45.40625 46.390625 \r\n",
       "L 45.40625 54.6875 \r\n",
       "L 54.390625 54.6875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-103\"/>\r\n",
       "     <path d=\"M 48.78125 52.59375 \r\n",
       "L 48.78125 44.1875 \r\n",
       "Q 44.96875 46.296875 41.140625 47.34375 \r\n",
       "Q 37.3125 48.390625 33.40625 48.390625 \r\n",
       "Q 24.65625 48.390625 19.8125 42.84375 \r\n",
       "Q 14.984375 37.3125 14.984375 27.296875 \r\n",
       "Q 14.984375 17.28125 19.8125 11.734375 \r\n",
       "Q 24.65625 6.203125 33.40625 6.203125 \r\n",
       "Q 37.3125 6.203125 41.140625 7.25 \r\n",
       "Q 44.96875 8.296875 48.78125 10.40625 \r\n",
       "L 48.78125 2.09375 \r\n",
       "Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
       "Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
       "Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
       "Q 5.515625 14.109375 5.515625 27.296875 \r\n",
       "Q 5.515625 40.671875 12.859375 48.328125 \r\n",
       "Q 20.21875 56 33.015625 56 \r\n",
       "Q 37.15625 56 41.109375 55.140625 \r\n",
       "Q 45.0625 54.296875 48.78125 52.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-99\"/>\r\n",
       "    </defs>\r\n",
       "    <g transform=\"translate(770.202662 267.767586)scale(0.1 -0.1)\">\r\n",
       "     <use xlink:href=\"#DejaVuSans-73\"/>\r\n",
       "     <use x=\"29.492188\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "     <use x=\"70.605469\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "     <use x=\"98.388672\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "     <use x=\"150.488281\" xlink:href=\"#DejaVuSans-45\"/>\r\n",
       "     <use x=\"183.947266\" xlink:href=\"#DejaVuSans-118\"/>\r\n",
       "     <use x=\"243.126953\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "     <use x=\"270.910156\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "     <use x=\"310.273438\" xlink:href=\"#DejaVuSans-103\"/>\r\n",
       "     <use x=\"373.75\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "     <use x=\"401.533203\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "     <use x=\"464.912109\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "     <use x=\"492.695312\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
       "     <use x=\"547.675781\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"PathCollection_39\">\r\n",
       "    <g>\r\n",
       "     <use style=\"fill:#2ca02c;stroke:#ffffff;stroke-width:0.75;\" x=\"752.202662\" xlink:href=\"#mc87cdd8343\" y=\"279.820711\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "   <g id=\"text_40\">\r\n",
       "    <!-- Iris-versicolor -->\r\n",
       "    <g transform=\"translate(770.202662 282.445711)scale(0.1 -0.1)\">\r\n",
       "     <use xlink:href=\"#DejaVuSans-73\"/>\r\n",
       "     <use x=\"29.492188\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "     <use x=\"70.605469\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "     <use x=\"98.388672\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "     <use x=\"150.488281\" xlink:href=\"#DejaVuSans-45\"/>\r\n",
       "     <use x=\"183.947266\" xlink:href=\"#DejaVuSans-118\"/>\r\n",
       "     <use x=\"243.126953\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "     <use x=\"304.650391\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "     <use x=\"345.763672\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "     <use x=\"397.863281\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "     <use x=\"425.646484\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
       "     <use x=\"480.626953\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "     <use x=\"541.808594\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "     <use x=\"569.591797\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "     <use x=\"630.773438\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"pf7924eca9f\">\r\n",
       "   <rect height=\"109.75\" width=\"157.825541\" x=\"214.334978\" y=\"8.782047\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p00e353dce2\">\r\n",
       "   <rect height=\"109.75\" width=\"157.825541\" x=\"394.429331\" y=\"8.782047\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p8d4ba3cd57\">\r\n",
       "   <rect height=\"109.75\" width=\"157.825541\" x=\"574.523684\" y=\"8.782047\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p248d7f5f49\">\r\n",
       "   <rect height=\"109.75\" width=\"157.825541\" x=\"34.240625\" y=\"128.532047\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"pe248dfcb48\">\r\n",
       "   <rect height=\"109.75\" width=\"157.825541\" x=\"394.429331\" y=\"128.532047\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"pdd1b8c4168\">\r\n",
       "   <rect height=\"109.75\" width=\"157.825541\" x=\"574.523684\" y=\"128.532047\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p233c6ba90f\">\r\n",
       "   <rect height=\"109.75\" width=\"157.825541\" x=\"34.240625\" y=\"248.282047\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"pa92531f052\">\r\n",
       "   <rect height=\"109.75\" width=\"157.825541\" x=\"214.334978\" y=\"248.282047\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"pfe0ff4cfe8\">\r\n",
       "   <rect height=\"109.75\" width=\"157.825541\" x=\"574.523684\" y=\"248.282047\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"pb0b32ac76b\">\r\n",
       "   <rect height=\"109.75\" width=\"157.825541\" x=\"34.240625\" y=\"368.032047\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"pfd26fdedb8\">\r\n",
       "   <rect height=\"109.75\" width=\"157.825541\" x=\"214.334978\" y=\"368.032047\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p996cb58486\">\r\n",
       "   <rect height=\"109.75\" width=\"157.825541\" x=\"394.429331\" y=\"368.032047\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"pb2b43d208d\">\r\n",
       "   <rect height=\"109.75\" width=\"157.825541\" x=\"34.240625\" y=\"8.782047\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p010ad9476b\">\r\n",
       "   <rect height=\"109.75\" width=\"157.825541\" x=\"214.334978\" y=\"128.532047\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"pf67db9306d\">\r\n",
       "   <rect height=\"109.75\" width=\"157.825541\" x=\"394.429331\" y=\"248.282047\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"pf3b2e23807\">\r\n",
       "   <rect height=\"109.75\" width=\"157.825541\" x=\"574.523684\" y=\"368.032047\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 859.25x504 with 20 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "g = seaborn.pairplot(data_iris, hue='Gatunek', size=1.75, aspect=1.5) "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "### Od regresji logistycznej dwuklasowej do wieloklasowej\n",
    "\n",
    "* Irysy są przydzielone do trzech klas: _Iris-setosa_ (0), _Iris-versicolor_ (1), _Iris-virginica_ (2).\n",
    "* Wiemy, jak stworzyć klasyfikatory typu _Iris-setosa_ vs. _Nie-Iris-setosa_ (tzw. *one-vs-all*).\n",
    "* Możemy stworzyć trzy klasyfikatory $h_{\\theta_1}, h_{\\theta_2}, h_{\\theta_3}$ (otrzymując trzy zestawy parametrów $\\theta$) i wybrać klasę o najwyższym prawdopodobieństwie."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "source": [
    "### Funkcja _softmax_\n",
    "\n",
    "Odpowiednikiem funkcji logistycznej dla wieloklasowej regresji logistycznej jest funkcja $\\mathrm{softmax}$:\n",
    "\n",
    "$$ \\textrm{softmax}(k,x_1,\\dots,x_n) = \\dfrac{e^{x_k}}{\\sum_{i=i}^{n}e^{x_i}} $$\n",
    "\n",
    "$$P(y=c|x;\\theta_1,\\ldots,\\theta_k) = \\textrm{softmax}(c,\\theta_1^Tx,\\ldots,\\theta_k^Tx)$$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "X5 = [[1.  5.2 3.4 1.4 0.2]\n",
      " [1.  5.1 3.7 1.5 0.4]\n",
      " [1.  6.7 3.1 5.6 2.4]]\n",
      "softmax = [[0.00175241 0.11686208 0.01931717 0.0026143  0.00078741]\n",
      " [0.00175241 0.10574119 0.02607546 0.00288924 0.00096175]\n",
      " [0.00175241 0.52373952 0.01431051 0.17433774 0.00710639]]\n"
     ]
    }
   ],
   "source": [
    "# Zapis macierzowy funkcji softmax\n",
    "def softmax(X):\n",
    "    return np.exp(X) / np.sum(np.exp(X))\n",
    "\n",
    "X5 = X[:3]\n",
    "print(\"X5 =\", X5)\n",
    "print(\"softmax =\", softmax(X5))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[2.1]\n",
      " [0.5]\n",
      " [0.8]\n",
      " [0.9]\n",
      " [3.2]]\n",
      "Suma X = 7.500000000000001 \n",
      "\n",
      "[[0.20921428]\n",
      " [0.04223963]\n",
      " [0.05701754]\n",
      " [0.06301413]\n",
      " [0.62851442]]\n",
      "Suma P = 0.9999999999999999\n"
     ]
    }
   ],
   "source": [
    "XN = np.matrix([2.1, 0.5, 0.8, 0.9, 3.2]).reshape(5,1)\n",
    "P = softmax(XN)\n",
    "print(XN)\n",
    "print(\"Suma X =\", np.sum(XN), \"\\n\")\n",
    "print(P)\n",
    "print(\"Suma P =\", np.sum(P)) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[ 0.41875809]\n",
      " [ 0.22724258]\n",
      " [ 1.39748026]\n",
      " [-1.99326819]\n",
      " [-0.69433625]] \n",
      "\n",
      "[[ 0.95931673]\n",
      " [-0.06987488]\n",
      " [-0.92011502]\n",
      " [ 0.6994506 ]\n",
      " [-0.85327165]] \n",
      "\n",
      "[[-0.89980474]\n",
      " [-1.58466402]\n",
      " [-1.65869856]\n",
      " [ 2.27367478]\n",
      " [ 2.68942571]] \n",
      "\n"
     ]
    }
   ],
   "source": [
    "def trainMaxEnt(X, Y):\n",
    "    n = X.shape[1]\n",
    "    thetas = []\n",
    "    for c in range(Y.shape[1]):\n",
    "        YBi = Y[:,c]\n",
    "        theta = np.matrix(np.random.random(n)).reshape(n,1)\n",
    "        thetaBest, errors = GD(h, J, dJ, theta, \n",
    "                               X, YBi, alpha=0.1, eps=10**-4)\n",
    "        thetas.append(thetaBest)\n",
    "    return thetas\n",
    "\n",
    "thetas = trainMaxEnt(XTrain, YTrain);\n",
    "for theta in thetas:\n",
    "    print(theta, \"\\n\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "source": [
    "### Funkcja decyzyjna wieloklasowej regresji logistycznej\n",
    "\n",
    "$$ c = \\mathop{\\textrm{arg}\\,\\textrm{max}}_{i \\in \\{1, \\ldots ,k\\}} P(y=i|x;\\theta_1,\\ldots,\\theta_k) $$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "YTest = [[0. 0. 1.]\n",
      " [1. 0. 0.]\n",
      " [0. 0. 1.]\n",
      " [0. 0. 1.]\n",
      " [0. 0. 1.]\n",
      " [1. 0. 0.]]\n",
      "YTestCls = [[2.]\n",
      " [0.]\n",
      " [2.]\n",
      " [2.]\n",
      " [2.]\n",
      " [0.]] \n",
      "\n"
     ]
    }
   ],
   "source": [
    "def classify(thetas, X, debug=False):\n",
    "    regs = np.array([(X*theta).item() for theta in thetas])\n",
    "    if debug:\n",
    "        print(\"regs  =\", regs)\n",
    "    probs = softmax(regs)\n",
    "    if debug:\n",
    "        print(\"probs =\", np.around(probs,decimals=3))\n",
    "    return np.argmax(probs), probs\n",
    "\n",
    "print(\"YTest =\", YTest[:6])\n",
    "YTestCls = YTest * np.matrix((0,1,2)).T\n",
    "print(\"YTestCls =\", YTestCls[:6], \"\\n\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "### Ewaluacja"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "fragment"
    }
   },
   "source": [
    "Dokonajmy teraz ewaluacji przewidywań naszego algorytmu. Użyjemy w tym celu metryki **skuteczności** (ang. *accuracy*).\n",
    "\n",
    "(Więcej o metrykach na jednym z następnych wykładów)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "regs  = [-7.67707317  0.65154638  1.88703946]\n",
      "probs = [0.    0.225 0.775]\n",
      "2   <=> 2  --  True [0.0001, 0.2252, 0.7747]\n",
      "regs  = [ 2.7030869  -1.41317839 -9.49231534]\n",
      "probs = [0.984 0.016 0.   ]\n",
      "0   <=> 0  --  True [0.984, 0.016, 0.0]\n",
      "regs  = [-6.99376726  0.03774812  1.93546021]\n",
      "probs = [0.   0.13 0.87]\n",
      "2   <=> 2  --  True [0.0001, 0.1304, 0.8695]\n",
      "regs  = [-5.46354293 -0.18198101  1.2112895 ]\n",
      "probs = [0.001 0.199 0.8  ]\n",
      "2   <=> 2  --  True [0.001, 0.1987, 0.8003]\n",
      "regs  = [-6.69598611  0.86312398  1.61890322]\n",
      "probs = [0.   0.32 0.68]\n",
      "2   <=> 2  --  True [0.0002, 0.3195, 0.6803]\n",
      "regs  = [  3.4297506   -2.15869882 -10.98489745]\n",
      "probs = [0.996 0.004 0.   ]\n",
      "0   <=> 0  --  True [0.9963, 0.0037, 0.0]\n",
      "\n",
      "Accuracy = 1.0\n"
     ]
    }
   ],
   "source": [
    "acc = 0.0\n",
    "for i in range(len(YTestCls)):\n",
    "    cls, probs = classify(thetas, XTest[i], i < 6)\n",
    "    correctCls = int(YTestCls[i].item())\n",
    "    if i < 6:\n",
    "        print(correctCls, \"  <=>\", cls, \" -- \", cls == correctCls, np.round(probs, 4).tolist())\n",
    "    acc += correctCls == cls\n",
    "print(\"\\nAccuracy =\", acc/len(XTest))"
   ]
  }
 ],
 "metadata": {
  "celltoolbar": "Slideshow",
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.3"
  },
  "livereveal": {
   "start_slideshow_at": "selected",
   "theme": "white"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}