From 64fc81ea402d59850b79f0c927f42058d139d8e4 Mon Sep 17 00:00:00 2001
From: miguel5612 <miguelangel5612@gmail.com>
Date: Tue, 2 Jul 2019 17:49:20 -0500
Subject: [PATCH] some fixes

---
 Experiments/MQ2_Regression.ipynb | 400 +++++++++++++++----------------
 1 file changed, 188 insertions(+), 212 deletions(-)

diff --git a/Experiments/MQ2_Regression.ipynb b/Experiments/MQ2_Regression.ipynb
index 15730f6..5c410c7 100644
--- a/Experiments/MQ2_Regression.ipynb
+++ b/Experiments/MQ2_Regression.ipynb
@@ -2,33 +2,9 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 68,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n",
-      "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n",
-      "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n",
-      "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n",
-      "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n",
-      "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n",
-      "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n",
-      "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n",
-      "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n",
-      "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n",
-      "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n",
-      "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n",
-      "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n",
-      "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n",
-      "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n",
-      "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n",
-      "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "!pip install pandas\n",
     "!pip install xlrd\n",
@@ -38,7 +14,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 69,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -60,7 +36,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 70,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
@@ -98,7 +74,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 71,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -113,7 +89,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 72,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -124,7 +100,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 73,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -138,7 +114,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 74,
+   "execution_count": 6,
    "metadata": {
     "scrolled": false
    },
@@ -186,7 +162,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 75,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -205,7 +181,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 76,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -224,7 +200,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 77,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -243,7 +219,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 78,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -262,7 +238,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 79,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -281,7 +257,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 80,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -300,7 +276,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 81,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
@@ -340,10 +316,10 @@
        "      <defs>\r\n",
        "       <path d=\"M 0 0 \r\n",
        "L 0 3.5 \r\n",
-       "\" id=\"md53135b1f9\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "\" id=\"m92a6fa5216\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
        "      </defs>\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"65.135265\" xlink:href=\"#md53135b1f9\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"65.135265\" xlink:href=\"#m92a6fa5216\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "     <g id=\"text_1\">\r\n",
@@ -418,7 +394,7 @@
        "    <g id=\"xtick_2\">\r\n",
        "     <g id=\"line2d_2\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"323.767366\" xlink:href=\"#md53135b1f9\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"323.767366\" xlink:href=\"#m92a6fa5216\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "     <g id=\"text_2\">\r\n",
@@ -466,7 +442,7 @@
        "    </g>\r\n",
        "    <g id=\"xtick_3\">\r\n",
        "     <g id=\"line2d_3\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 53.300909 345.78 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 53.300909 345.78 \r\n",
        "L 53.300909 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
@@ -474,178 +450,178 @@
        "      <defs>\r\n",
        "       <path d=\"M 0 0 \r\n",
        "L 0 2 \r\n",
-       "\" id=\"m228b7913e6\" style=\"stroke:#000000;stroke-width:0.6;\"/>\r\n",
+       "\" id=\"me616c17cc3\" style=\"stroke:#000000;stroke-width:0.6;\"/>\r\n",
        "      </defs>\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"53.300909\" xlink:href=\"#m228b7913e6\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"53.300909\" xlink:href=\"#me616c17cc3\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_4\">\r\n",
        "     <g id=\"line2d_5\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 142.991285 345.78 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 142.991285 345.78 \r\n",
        "L 142.991285 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_6\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"142.991285\" xlink:href=\"#m228b7913e6\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"142.991285\" xlink:href=\"#me616c17cc3\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_5\">\r\n",
        "     <g id=\"line2d_7\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 188.534137 345.78 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 188.534137 345.78 \r\n",
        "L 188.534137 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_8\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"188.534137\" xlink:href=\"#m228b7913e6\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"188.534137\" xlink:href=\"#me616c17cc3\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_6\">\r\n",
        "     <g id=\"line2d_9\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 220.847305 345.78 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 220.847305 345.78 \r\n",
        "L 220.847305 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_10\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"220.847305\" xlink:href=\"#m228b7913e6\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"220.847305\" xlink:href=\"#me616c17cc3\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_7\">\r\n",
        "     <g id=\"line2d_11\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 245.911345 345.78 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 245.911345 345.78 \r\n",
        "L 245.911345 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_12\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"245.911345\" xlink:href=\"#m228b7913e6\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"245.911345\" xlink:href=\"#me616c17cc3\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_8\">\r\n",
        "     <g id=\"line2d_13\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 266.390157 345.78 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 266.390157 345.78 \r\n",
        "L 266.390157 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_14\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"266.390157\" xlink:href=\"#m228b7913e6\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"266.390157\" xlink:href=\"#me616c17cc3\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_9\">\r\n",
        "     <g id=\"line2d_15\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 283.704746 345.78 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 283.704746 345.78 \r\n",
        "L 283.704746 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_16\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"283.704746\" xlink:href=\"#m228b7913e6\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"283.704746\" xlink:href=\"#me616c17cc3\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_10\">\r\n",
        "     <g id=\"line2d_17\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 298.703325 345.78 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 298.703325 345.78 \r\n",
        "L 298.703325 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_18\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"298.703325\" xlink:href=\"#m228b7913e6\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"298.703325\" xlink:href=\"#me616c17cc3\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_11\">\r\n",
        "     <g id=\"line2d_19\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 311.93301 345.78 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 311.93301 345.78 \r\n",
        "L 311.93301 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_20\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"311.93301\" xlink:href=\"#m228b7913e6\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"311.93301\" xlink:href=\"#me616c17cc3\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_12\">\r\n",
        "     <g id=\"line2d_21\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 401.623386 345.78 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 401.623386 345.78 \r\n",
        "L 401.623386 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_22\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"401.623386\" xlink:href=\"#m228b7913e6\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"401.623386\" xlink:href=\"#me616c17cc3\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_13\">\r\n",
        "     <g id=\"line2d_23\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 447.166238 345.78 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 447.166238 345.78 \r\n",
        "L 447.166238 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_24\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"447.166238\" xlink:href=\"#m228b7913e6\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"447.166238\" xlink:href=\"#me616c17cc3\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_14\">\r\n",
        "     <g id=\"line2d_25\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 479.479406 345.78 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 479.479406 345.78 \r\n",
        "L 479.479406 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_26\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"479.479406\" xlink:href=\"#m228b7913e6\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"479.479406\" xlink:href=\"#me616c17cc3\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_15\">\r\n",
        "     <g id=\"line2d_27\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 504.543446 345.78 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 504.543446 345.78 \r\n",
        "L 504.543446 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_28\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"504.543446\" xlink:href=\"#m228b7913e6\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"504.543446\" xlink:href=\"#me616c17cc3\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_16\">\r\n",
        "     <g id=\"line2d_29\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 525.022258 345.78 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 525.022258 345.78 \r\n",
        "L 525.022258 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_30\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"525.022258\" xlink:href=\"#m228b7913e6\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"525.022258\" xlink:href=\"#me616c17cc3\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_17\">\r\n",
        "     <g id=\"line2d_31\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 542.336847 345.78 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 542.336847 345.78 \r\n",
        "L 542.336847 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_32\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"542.336847\" xlink:href=\"#m228b7913e6\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"542.336847\" xlink:href=\"#me616c17cc3\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
@@ -900,10 +876,10 @@
        "      <defs>\r\n",
        "       <path d=\"M 0 0 \r\n",
        "L -3.5 0 \r\n",
-       "\" id=\"m9d52214deb\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "\" id=\"m86de1aec05\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
        "      </defs>\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"51.378125\" xlink:href=\"#m9d52214deb\" y=\"332.19\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"51.378125\" xlink:href=\"#m86de1aec05\" y=\"332.19\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "     <g id=\"text_4\">\r\n",
@@ -927,7 +903,7 @@
        "    <g id=\"ytick_2\">\r\n",
        "     <g id=\"line2d_34\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"51.378125\" xlink:href=\"#m9d52214deb\" y=\"196.29\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"51.378125\" xlink:href=\"#m86de1aec05\" y=\"196.29\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "     <g id=\"text_5\">\r\n",
@@ -942,7 +918,7 @@
        "    <g id=\"ytick_3\">\r\n",
        "     <g id=\"line2d_35\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"51.378125\" xlink:href=\"#m9d52214deb\" y=\"60.39\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"51.378125\" xlink:href=\"#m86de1aec05\" y=\"60.39\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "     <g id=\"text_6\">\r\n",
@@ -956,7 +932,7 @@
        "    </g>\r\n",
        "    <g id=\"ytick_4\">\r\n",
        "     <g id=\"line2d_36\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 51.378125 345.360071 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 51.378125 345.360071 \r\n",
        "L 553.578125 345.360071 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
@@ -964,214 +940,214 @@
        "      <defs>\r\n",
        "       <path d=\"M 0 0 \r\n",
        "L -2 0 \r\n",
-       "\" id=\"mba25e35195\" style=\"stroke:#000000;stroke-width:0.6;\"/>\r\n",
+       "\" id=\"mf5c94bc331\" style=\"stroke:#000000;stroke-width:0.6;\"/>\r\n",
        "      </defs>\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mba25e35195\" y=\"345.360071\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mf5c94bc331\" y=\"345.360071\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_5\">\r\n",
        "     <g id=\"line2d_38\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 51.378125 338.408443 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 51.378125 338.408443 \r\n",
        "L 553.578125 338.408443 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_39\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mba25e35195\" y=\"338.408443\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mf5c94bc331\" y=\"338.408443\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_6\">\r\n",
        "     <g id=\"line2d_40\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 51.378125 291.280024 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 51.378125 291.280024 \r\n",
        "L 553.578125 291.280024 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_41\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mba25e35195\" y=\"291.280024\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mf5c94bc331\" y=\"291.280024\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_7\">\r\n",
        "     <g id=\"line2d_42\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 51.378125 267.349221 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 51.378125 267.349221 \r\n",
        "L 553.578125 267.349221 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_43\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mba25e35195\" y=\"267.349221\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mf5c94bc331\" y=\"267.349221\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_8\">\r\n",
        "     <g id=\"line2d_44\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 51.378125 250.370047 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 51.378125 250.370047 \r\n",
        "L 553.578125 250.370047 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_45\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mba25e35195\" y=\"250.370047\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mf5c94bc331\" y=\"250.370047\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_9\">\r\n",
        "     <g id=\"line2d_46\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 51.378125 237.199976 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 51.378125 237.199976 \r\n",
        "L 553.578125 237.199976 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_47\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mba25e35195\" y=\"237.199976\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mf5c94bc331\" y=\"237.199976\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_10\">\r\n",
        "     <g id=\"line2d_48\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 51.378125 226.439245 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 51.378125 226.439245 \r\n",
        "L 553.578125 226.439245 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_49\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mba25e35195\" y=\"226.439245\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mf5c94bc331\" y=\"226.439245\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_11\">\r\n",
        "     <g id=\"line2d_50\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 51.378125 217.341176 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 51.378125 217.341176 \r\n",
        "L 553.578125 217.341176 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_51\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mba25e35195\" y=\"217.341176\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mf5c94bc331\" y=\"217.341176\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_12\">\r\n",
        "     <g id=\"line2d_52\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 51.378125 209.460071 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 51.378125 209.460071 \r\n",
        "L 553.578125 209.460071 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_53\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mba25e35195\" y=\"209.460071\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mf5c94bc331\" y=\"209.460071\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_13\">\r\n",
        "     <g id=\"line2d_54\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 51.378125 202.508443 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 51.378125 202.508443 \r\n",
        "L 553.578125 202.508443 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_55\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mba25e35195\" y=\"202.508443\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mf5c94bc331\" y=\"202.508443\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_14\">\r\n",
        "     <g id=\"line2d_56\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 51.378125 155.380024 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 51.378125 155.380024 \r\n",
        "L 553.578125 155.380024 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_57\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mba25e35195\" y=\"155.380024\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mf5c94bc331\" y=\"155.380024\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_15\">\r\n",
        "     <g id=\"line2d_58\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 51.378125 131.449221 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 51.378125 131.449221 \r\n",
        "L 553.578125 131.449221 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_59\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mba25e35195\" y=\"131.449221\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mf5c94bc331\" y=\"131.449221\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_16\">\r\n",
        "     <g id=\"line2d_60\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 51.378125 114.470047 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 51.378125 114.470047 \r\n",
        "L 553.578125 114.470047 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_61\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mba25e35195\" y=\"114.470047\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mf5c94bc331\" y=\"114.470047\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_17\">\r\n",
        "     <g id=\"line2d_62\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 51.378125 101.299976 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 51.378125 101.299976 \r\n",
        "L 553.578125 101.299976 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_63\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mba25e35195\" y=\"101.299976\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mf5c94bc331\" y=\"101.299976\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_18\">\r\n",
        "     <g id=\"line2d_64\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 51.378125 90.539245 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 51.378125 90.539245 \r\n",
        "L 553.578125 90.539245 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_65\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mba25e35195\" y=\"90.539245\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mf5c94bc331\" y=\"90.539245\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_19\">\r\n",
        "     <g id=\"line2d_66\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 51.378125 81.441176 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 51.378125 81.441176 \r\n",
        "L 553.578125 81.441176 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_67\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mba25e35195\" y=\"81.441176\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mf5c94bc331\" y=\"81.441176\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_20\">\r\n",
        "     <g id=\"line2d_68\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 51.378125 73.560071 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 51.378125 73.560071 \r\n",
        "L 553.578125 73.560071 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_69\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mba25e35195\" y=\"73.560071\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mf5c94bc331\" y=\"73.560071\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_21\">\r\n",
        "     <g id=\"line2d_70\">\r\n",
-       "      <path clip-path=\"url(#p0494ba95f2)\" d=\"M 51.378125 66.608443 \r\n",
+       "      <path clip-path=\"url(#p6a14811a85)\" d=\"M 51.378125 66.608443 \r\n",
        "L 553.578125 66.608443 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
        "     <g id=\"line2d_71\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mba25e35195\" y=\"66.608443\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mf5c94bc331\" y=\"66.608443\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
@@ -1253,7 +1229,7 @@
        "    </g>\r\n",
        "   </g>\r\n",
        "   <g id=\"line2d_72\">\r\n",
-       "    <path clip-path=\"url(#p0494ba95f2)\" d=\"M 429.642927 332.19 \r\n",
+       "    <path clip-path=\"url(#p6a14811a85)\" d=\"M 429.642927 332.19 \r\n",
        "L 423.833223 291.280024 \r\n",
        "L 417.706553 267.349221 \r\n",
        "L 411.226323 250.370047 \r\n",
@@ -1277,25 +1253,25 @@
        "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=\"maabbe4e4fe\" style=\"stroke:#1f77b4;\"/>\r\n",
+       "\" id=\"maeb87df433\" style=\"stroke:#1f77b4;\"/>\r\n",
        "    </defs>\r\n",
-       "    <g clip-path=\"url(#p0494ba95f2)\">\r\n",
-       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"429.642927\" xlink:href=\"#maabbe4e4fe\" y=\"332.19\"/>\r\n",
-       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"423.833223\" xlink:href=\"#maabbe4e4fe\" y=\"291.280024\"/>\r\n",
-       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"417.706553\" xlink:href=\"#maabbe4e4fe\" y=\"267.349221\"/>\r\n",
-       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"411.226323\" xlink:href=\"#maabbe4e4fe\" y=\"250.370047\"/>\r\n",
-       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"404.349215\" xlink:href=\"#maabbe4e4fe\" y=\"237.199976\"/>\r\n",
-       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"397.023426\" xlink:href=\"#maabbe4e4fe\" y=\"226.439245\"/>\r\n",
-       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"389.186297\" xlink:href=\"#maabbe4e4fe\" y=\"217.341176\"/>\r\n",
-       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"380.761054\" xlink:href=\"#maabbe4e4fe\" y=\"209.460071\"/>\r\n",
-       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"371.652215\" xlink:href=\"#maabbe4e4fe\" y=\"202.508443\"/>\r\n",
-       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"361.738979\" xlink:href=\"#maabbe4e4fe\" y=\"196.29\"/>\r\n",
-       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"74.205398\" xlink:href=\"#maabbe4e4fe\" y=\"155.380024\"/>\r\n",
-       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"-1\" xlink:href=\"#maabbe4e4fe\" y=\"155.373079\"/>\r\n",
+       "    <g clip-path=\"url(#p6a14811a85)\">\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"429.642927\" xlink:href=\"#maeb87df433\" y=\"332.19\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"423.833223\" xlink:href=\"#maeb87df433\" y=\"291.280024\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"417.706553\" xlink:href=\"#maeb87df433\" y=\"267.349221\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"411.226323\" xlink:href=\"#maeb87df433\" y=\"250.370047\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"404.349215\" xlink:href=\"#maeb87df433\" y=\"237.199976\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"397.023426\" xlink:href=\"#maeb87df433\" y=\"226.439245\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"389.186297\" xlink:href=\"#maeb87df433\" y=\"217.341176\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"380.761054\" xlink:href=\"#maeb87df433\" y=\"209.460071\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"371.652215\" xlink:href=\"#maeb87df433\" y=\"202.508443\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"361.738979\" xlink:href=\"#maeb87df433\" y=\"196.29\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"74.205398\" xlink:href=\"#maeb87df433\" y=\"155.380024\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"-1\" xlink:href=\"#maeb87df433\" y=\"155.373079\"/>\r\n",
        "    </g>\r\n",
        "   </g>\r\n",
        "   <g id=\"line2d_73\">\r\n",
-       "    <path clip-path=\"url(#p0494ba95f2)\" d=\"M 480.159302 332.19 \r\n",
+       "    <path clip-path=\"url(#p6a14811a85)\" d=\"M 480.159302 332.19 \r\n",
        "L 467.976625 291.280024 \r\n",
        "L 454.310014 267.349221 \r\n",
        "L 438.747163 250.370047 \r\n",
@@ -1318,24 +1294,24 @@
        "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=\"m4ab3480f1e\" style=\"stroke:#ff7f0e;\"/>\r\n",
+       "\" id=\"m07239fd724\" style=\"stroke:#ff7f0e;\"/>\r\n",
        "    </defs>\r\n",
-       "    <g clip-path=\"url(#p0494ba95f2)\">\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"480.159302\" xlink:href=\"#m4ab3480f1e\" y=\"332.19\"/>\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"467.976625\" xlink:href=\"#m4ab3480f1e\" y=\"291.280024\"/>\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"454.310014\" xlink:href=\"#m4ab3480f1e\" y=\"267.349221\"/>\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"438.747163\" xlink:href=\"#m4ab3480f1e\" y=\"250.370047\"/>\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"420.675776\" xlink:href=\"#m4ab3480f1e\" y=\"237.199976\"/>\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"399.128805\" xlink:href=\"#m4ab3480f1e\" y=\"226.439245\"/>\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"372.443236\" xlink:href=\"#m4ab3480f1e\" y=\"217.341176\"/>\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"337.37439\" xlink:href=\"#m4ab3480f1e\" y=\"209.460071\"/>\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"286.108671\" xlink:href=\"#m4ab3480f1e\" y=\"202.508443\"/>\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"189.09435\" xlink:href=\"#m4ab3480f1e\" y=\"196.29\"/>\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"-1\" xlink:href=\"#m4ab3480f1e\" y=\"196.260006\"/>\r\n",
+       "    <g clip-path=\"url(#p6a14811a85)\">\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"480.159302\" xlink:href=\"#m07239fd724\" y=\"332.19\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"467.976625\" xlink:href=\"#m07239fd724\" y=\"291.280024\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"454.310014\" xlink:href=\"#m07239fd724\" y=\"267.349221\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"438.747163\" xlink:href=\"#m07239fd724\" y=\"250.370047\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"420.675776\" xlink:href=\"#m07239fd724\" y=\"237.199976\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"399.128805\" xlink:href=\"#m07239fd724\" y=\"226.439245\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"372.443236\" xlink:href=\"#m07239fd724\" y=\"217.341176\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"337.37439\" xlink:href=\"#m07239fd724\" y=\"209.460071\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"286.108671\" xlink:href=\"#m07239fd724\" y=\"202.508443\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"189.09435\" xlink:href=\"#m07239fd724\" y=\"196.29\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"-1\" xlink:href=\"#m07239fd724\" y=\"196.260006\"/>\r\n",
        "    </g>\r\n",
        "   </g>\r\n",
        "   <g id=\"line2d_74\">\r\n",
-       "    <path clip-path=\"url(#p0494ba95f2)\" d=\"M 530.750852 332.19 \r\n",
+       "    <path clip-path=\"url(#p6a14811a85)\" d=\"M 530.750852 332.19 \r\n",
        "L 526.562475 291.280024 \r\n",
        "L 522.211848 267.349221 \r\n",
        "L 517.685893 250.370047 \r\n",
@@ -1359,25 +1335,25 @@
        "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=\"m5fa196ecf9\" style=\"stroke:#2ca02c;\"/>\r\n",
+       "\" id=\"m909ed8aa48\" style=\"stroke:#2ca02c;\"/>\r\n",
        "    </defs>\r\n",
-       "    <g clip-path=\"url(#p0494ba95f2)\">\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"530.750852\" xlink:href=\"#m5fa196ecf9\" y=\"332.19\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"526.562475\" xlink:href=\"#m5fa196ecf9\" y=\"291.280024\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"522.211848\" xlink:href=\"#m5fa196ecf9\" y=\"267.349221\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"517.685893\" xlink:href=\"#m5fa196ecf9\" y=\"250.370047\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"512.969883\" xlink:href=\"#m5fa196ecf9\" y=\"237.199976\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"508.047154\" xlink:href=\"#m5fa196ecf9\" y=\"226.439245\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"502.898749\" xlink:href=\"#m5fa196ecf9\" y=\"217.341176\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"497.502979\" xlink:href=\"#m5fa196ecf9\" y=\"209.460071\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"491.834868\" xlink:href=\"#m5fa196ecf9\" y=\"202.508443\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"485.865456\" xlink:href=\"#m5fa196ecf9\" y=\"196.29\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"397.211495\" xlink:href=\"#m5fa196ecf9\" y=\"155.380024\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"-1\" xlink:href=\"#m5fa196ecf9\" y=\"155.343298\"/>\r\n",
+       "    <g clip-path=\"url(#p6a14811a85)\">\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"530.750852\" xlink:href=\"#m909ed8aa48\" y=\"332.19\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"526.562475\" xlink:href=\"#m909ed8aa48\" y=\"291.280024\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"522.211848\" xlink:href=\"#m909ed8aa48\" y=\"267.349221\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"517.685893\" xlink:href=\"#m909ed8aa48\" y=\"250.370047\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"512.969883\" xlink:href=\"#m909ed8aa48\" y=\"237.199976\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"508.047154\" xlink:href=\"#m909ed8aa48\" y=\"226.439245\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"502.898749\" xlink:href=\"#m909ed8aa48\" y=\"217.341176\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"497.502979\" xlink:href=\"#m909ed8aa48\" y=\"209.460071\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"491.834868\" xlink:href=\"#m909ed8aa48\" y=\"202.508443\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"485.865456\" xlink:href=\"#m909ed8aa48\" y=\"196.29\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"397.211495\" xlink:href=\"#m909ed8aa48\" y=\"155.380024\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"-1\" xlink:href=\"#m909ed8aa48\" y=\"155.343298\"/>\r\n",
        "    </g>\r\n",
        "   </g>\r\n",
        "   <g id=\"line2d_75\">\r\n",
-       "    <path clip-path=\"url(#p0494ba95f2)\" d=\"M 408.490054 332.19 \r\n",
+       "    <path clip-path=\"url(#p6a14811a85)\" d=\"M 408.490054 332.19 \r\n",
        "L 406.3575 291.280024 \r\n",
        "L 404.183672 267.349221 \r\n",
        "L 401.966941 250.370047 \r\n",
@@ -1404,28 +1380,28 @@
        "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=\"mb6c1709430\" style=\"stroke:#d62728;\"/>\r\n",
+       "\" id=\"mbd8744ed5e\" style=\"stroke:#d62728;\"/>\r\n",
        "    </defs>\r\n",
-       "    <g clip-path=\"url(#p0494ba95f2)\">\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"408.490054\" xlink:href=\"#mb6c1709430\" y=\"332.19\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"406.3575\" xlink:href=\"#mb6c1709430\" y=\"291.280024\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"404.183672\" xlink:href=\"#mb6c1709430\" y=\"267.349221\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"401.966941\" xlink:href=\"#mb6c1709430\" y=\"250.370047\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"399.70558\" xlink:href=\"#mb6c1709430\" y=\"237.199976\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"397.397754\" xlink:href=\"#mb6c1709430\" y=\"226.439245\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"395.041515\" xlink:href=\"#mb6c1709430\" y=\"217.341176\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"392.634786\" xlink:href=\"#mb6c1709430\" y=\"209.460071\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"390.175357\" xlink:href=\"#mb6c1709430\" y=\"202.508443\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"387.660869\" xlink:href=\"#mb6c1709430\" y=\"196.29\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"358.82941\" xlink:href=\"#mb6c1709430\" y=\"155.380024\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"319.942028\" xlink:href=\"#mb6c1709430\" y=\"131.449221\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"259.969982\" xlink:href=\"#mb6c1709430\" y=\"114.470047\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"122.613518\" xlink:href=\"#mb6c1709430\" y=\"101.299976\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"-1\" xlink:href=\"#mb6c1709430\" y=\"101.294845\"/>\r\n",
+       "    <g clip-path=\"url(#p6a14811a85)\">\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"408.490054\" xlink:href=\"#mbd8744ed5e\" y=\"332.19\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"406.3575\" xlink:href=\"#mbd8744ed5e\" y=\"291.280024\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"404.183672\" xlink:href=\"#mbd8744ed5e\" y=\"267.349221\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"401.966941\" xlink:href=\"#mbd8744ed5e\" y=\"250.370047\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"399.70558\" xlink:href=\"#mbd8744ed5e\" y=\"237.199976\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"397.397754\" xlink:href=\"#mbd8744ed5e\" y=\"226.439245\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"395.041515\" xlink:href=\"#mbd8744ed5e\" y=\"217.341176\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"392.634786\" xlink:href=\"#mbd8744ed5e\" y=\"209.460071\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"390.175357\" xlink:href=\"#mbd8744ed5e\" y=\"202.508443\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"387.660869\" xlink:href=\"#mbd8744ed5e\" y=\"196.29\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"358.82941\" xlink:href=\"#mbd8744ed5e\" y=\"155.380024\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"319.942028\" xlink:href=\"#mbd8744ed5e\" y=\"131.449221\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"259.969982\" xlink:href=\"#mbd8744ed5e\" y=\"114.470047\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"122.613518\" xlink:href=\"#mbd8744ed5e\" y=\"101.299976\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"-1\" xlink:href=\"#mbd8744ed5e\" y=\"101.294845\"/>\r\n",
        "    </g>\r\n",
        "   </g>\r\n",
        "   <g id=\"line2d_76\">\r\n",
-       "    <path clip-path=\"url(#p0494ba95f2)\" d=\"M 529.110459 332.19 \r\n",
+       "    <path clip-path=\"url(#p6a14811a85)\" d=\"M 529.110459 332.19 \r\n",
        "L 524.850787 291.280024 \r\n",
        "L 520.423184 267.349221 \r\n",
        "L 515.813863 250.370047 \r\n",
@@ -1449,25 +1425,25 @@
        "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=\"m01d2f02937\" style=\"stroke:#9467bd;\"/>\r\n",
+       "\" id=\"m5c68902651\" style=\"stroke:#9467bd;\"/>\r\n",
        "    </defs>\r\n",
-       "    <g clip-path=\"url(#p0494ba95f2)\">\r\n",
-       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"529.110459\" xlink:href=\"#m01d2f02937\" y=\"332.19\"/>\r\n",
-       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"524.850787\" xlink:href=\"#m01d2f02937\" y=\"291.280024\"/>\r\n",
-       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"520.423184\" xlink:href=\"#m01d2f02937\" y=\"267.349221\"/>\r\n",
-       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"515.813863\" xlink:href=\"#m01d2f02937\" y=\"250.370047\"/>\r\n",
-       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"511.007268\" xlink:href=\"#m01d2f02937\" y=\"237.199976\"/>\r\n",
-       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"505.985753\" xlink:href=\"#m01d2f02937\" y=\"226.439245\"/>\r\n",
-       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"500.729197\" xlink:href=\"#m01d2f02937\" y=\"217.341176\"/>\r\n",
-       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"495.214511\" xlink:href=\"#m01d2f02937\" y=\"209.460071\"/>\r\n",
-       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"489.415027\" xlink:href=\"#m01d2f02937\" y=\"202.508443\"/>\r\n",
-       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"483.299722\" xlink:href=\"#m01d2f02937\" y=\"196.29\"/>\r\n",
-       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"391.203721\" xlink:href=\"#m01d2f02937\" y=\"155.380024\"/>\r\n",
-       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"-1\" xlink:href=\"#m01d2f02937\" y=\"155.343852\"/>\r\n",
+       "    <g clip-path=\"url(#p6a14811a85)\">\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"529.110459\" xlink:href=\"#m5c68902651\" y=\"332.19\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"524.850787\" xlink:href=\"#m5c68902651\" y=\"291.280024\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"520.423184\" xlink:href=\"#m5c68902651\" y=\"267.349221\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"515.813863\" xlink:href=\"#m5c68902651\" y=\"250.370047\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"511.007268\" xlink:href=\"#m5c68902651\" y=\"237.199976\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"505.985753\" xlink:href=\"#m5c68902651\" y=\"226.439245\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"500.729197\" xlink:href=\"#m5c68902651\" y=\"217.341176\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"495.214511\" xlink:href=\"#m5c68902651\" y=\"209.460071\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"489.415027\" xlink:href=\"#m5c68902651\" y=\"202.508443\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"483.299722\" xlink:href=\"#m5c68902651\" y=\"196.29\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"391.203721\" xlink:href=\"#m5c68902651\" y=\"155.380024\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"-1\" xlink:href=\"#m5c68902651\" y=\"155.343852\"/>\r\n",
        "    </g>\r\n",
        "   </g>\r\n",
        "   <g id=\"line2d_77\">\r\n",
-       "    <path clip-path=\"url(#p0494ba95f2)\" d=\"M 480.159302 332.19 \r\n",
+       "    <path clip-path=\"url(#p6a14811a85)\" d=\"M 480.159302 332.19 \r\n",
        "L 467.976625 291.280024 \r\n",
        "L 454.310014 267.349221 \r\n",
        "L 438.747163 250.370047 \r\n",
@@ -1490,20 +1466,20 @@
        "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=\"m7353940d72\" style=\"stroke:#8c564b;\"/>\r\n",
+       "\" id=\"m15334e088d\" style=\"stroke:#8c564b;\"/>\r\n",
        "    </defs>\r\n",
-       "    <g clip-path=\"url(#p0494ba95f2)\">\r\n",
-       "     <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"480.159302\" xlink:href=\"#m7353940d72\" y=\"332.19\"/>\r\n",
-       "     <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"467.976625\" xlink:href=\"#m7353940d72\" y=\"291.280024\"/>\r\n",
-       "     <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"454.310014\" xlink:href=\"#m7353940d72\" y=\"267.349221\"/>\r\n",
-       "     <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"438.747163\" xlink:href=\"#m7353940d72\" y=\"250.370047\"/>\r\n",
-       "     <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"420.675776\" xlink:href=\"#m7353940d72\" y=\"237.199976\"/>\r\n",
-       "     <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"399.128805\" xlink:href=\"#m7353940d72\" y=\"226.439245\"/>\r\n",
-       "     <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"372.443236\" xlink:href=\"#m7353940d72\" y=\"217.341176\"/>\r\n",
-       "     <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"337.37439\" xlink:href=\"#m7353940d72\" y=\"209.460071\"/>\r\n",
-       "     <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"286.108671\" xlink:href=\"#m7353940d72\" y=\"202.508443\"/>\r\n",
-       "     <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"189.09435\" xlink:href=\"#m7353940d72\" y=\"196.29\"/>\r\n",
-       "     <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"-1\" xlink:href=\"#m7353940d72\" y=\"196.260006\"/>\r\n",
+       "    <g clip-path=\"url(#p6a14811a85)\">\r\n",
+       "     <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"480.159302\" xlink:href=\"#m15334e088d\" y=\"332.19\"/>\r\n",
+       "     <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"467.976625\" xlink:href=\"#m15334e088d\" y=\"291.280024\"/>\r\n",
+       "     <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"454.310014\" xlink:href=\"#m15334e088d\" y=\"267.349221\"/>\r\n",
+       "     <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"438.747163\" xlink:href=\"#m15334e088d\" y=\"250.370047\"/>\r\n",
+       "     <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"420.675776\" xlink:href=\"#m15334e088d\" y=\"237.199976\"/>\r\n",
+       "     <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"399.128805\" xlink:href=\"#m15334e088d\" y=\"226.439245\"/>\r\n",
+       "     <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"372.443236\" xlink:href=\"#m15334e088d\" y=\"217.341176\"/>\r\n",
+       "     <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"337.37439\" xlink:href=\"#m15334e088d\" y=\"209.460071\"/>\r\n",
+       "     <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"286.108671\" xlink:href=\"#m15334e088d\" y=\"202.508443\"/>\r\n",
+       "     <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"189.09435\" xlink:href=\"#m15334e088d\" y=\"196.29\"/>\r\n",
+       "     <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"-1\" xlink:href=\"#m15334e088d\" y=\"196.260006\"/>\r\n",
        "    </g>\r\n",
        "   </g>\r\n",
        "   <g id=\"patch_3\">\r\n",
@@ -1547,7 +1523,7 @@
        "    </g>\r\n",
        "    <g id=\"line2d_79\">\r\n",
        "     <g>\r\n",
-       "      <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"485.35625\" xlink:href=\"#maabbe4e4fe\" y=\"59.898437\"/>\r\n",
+       "      <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"485.35625\" xlink:href=\"#maeb87df433\" y=\"59.898437\"/>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"text_8\">\r\n",
@@ -1580,7 +1556,7 @@
        "    </g>\r\n",
        "    <g id=\"line2d_81\">\r\n",
        "     <g>\r\n",
-       "      <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"485.35625\" xlink:href=\"#m4ab3480f1e\" y=\"74.576562\"/>\r\n",
+       "      <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"485.35625\" xlink:href=\"#m07239fd724\" y=\"74.576562\"/>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"text_9\">\r\n",
@@ -1633,7 +1609,7 @@
        "    </g>\r\n",
        "    <g id=\"line2d_83\">\r\n",
        "     <g>\r\n",
-       "      <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"485.35625\" xlink:href=\"#m5fa196ecf9\" y=\"89.254687\"/>\r\n",
+       "      <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"485.35625\" xlink:href=\"#m909ed8aa48\" y=\"89.254687\"/>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"text_10\">\r\n",
@@ -1670,7 +1646,7 @@
        "    </g>\r\n",
        "    <g id=\"line2d_85\">\r\n",
        "     <g>\r\n",
-       "      <use style=\"fill:#d62728;stroke:#d62728;\" x=\"485.35625\" xlink:href=\"#mb6c1709430\" y=\"103.932812\"/>\r\n",
+       "      <use style=\"fill:#d62728;stroke:#d62728;\" x=\"485.35625\" xlink:href=\"#mbd8744ed5e\" y=\"103.932812\"/>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"text_11\">\r\n",
@@ -1710,7 +1686,7 @@
        "    </g>\r\n",
        "    <g id=\"line2d_87\">\r\n",
        "     <g>\r\n",
-       "      <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"485.35625\" xlink:href=\"#m01d2f02937\" y=\"118.610937\"/>\r\n",
+       "      <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"485.35625\" xlink:href=\"#m5c68902651\" y=\"118.610937\"/>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"text_12\">\r\n",
@@ -1773,7 +1749,7 @@
        "    </g>\r\n",
        "    <g id=\"line2d_89\">\r\n",
        "     <g>\r\n",
-       "      <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"485.35625\" xlink:href=\"#m7353940d72\" y=\"133.289062\"/>\r\n",
+       "      <use style=\"fill:#8c564b;stroke:#8c564b;\" x=\"485.35625\" xlink:href=\"#m15334e088d\" y=\"133.289062\"/>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"text_13\">\r\n",
@@ -1960,7 +1936,7 @@
        "  </g>\r\n",
        " </g>\r\n",
        " <defs>\r\n",
-       "  <clipPath id=\"p0494ba95f2\">\r\n",
+       "  <clipPath id=\"p6a14811a85\">\r\n",
        "   <rect height=\"298.98\" width=\"502.2\" x=\"51.378125\" y=\"46.8\"/>\r\n",
        "  </clipPath>\r\n",
        " </defs>\r\n",