{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"toc": true
},
"source": [
"<h1>Table of Contents<span class=\"tocSkip\"></span></h1>\n",
"<div class=\"toc\"><ul class=\"toc-item\"><li><span><a href=\"#Basic-Plots\" data-toc-modified-id=\"Basic-Plots-1\"><span class=\"toc-item-num\">1 </span>Basic Plots</a></span></li><li><span><a href=\"#Scatter-(2D)-plots\" data-toc-modified-id=\"Scatter-(2D)-plots-2\"><span class=\"toc-item-num\">2 </span>Scatter (2D) plots</a></span><ul class=\"toc-item\"><li><span><a href=\"#Simple-scatter-with-colors\" data-toc-modified-id=\"Simple-scatter-with-colors-2.1\"><span class=\"toc-item-num\">2.1 </span>Simple scatter with colors</a></span></li><li><span><a href=\"#Scatter-plot-with-colors-and-symbols\" data-toc-modified-id=\"Scatter-plot-with-colors-and-symbols-2.2\"><span class=\"toc-item-num\">2.2 </span>Scatter plot with colors and symbols</a></span></li></ul></li><li><span><a href=\"#Seaborn\" data-toc-modified-id=\"Seaborn-3\"><span class=\"toc-item-num\">3 </span>Seaborn</a></span><ul class=\"toc-item\"><li><span><a href=\"#Boxplot\" data-toc-modified-id=\"Boxplot-3.1\"><span class=\"toc-item-num\">3.1 </span>Boxplot</a></span></li><li><span><a href=\"#Density-Plots\" data-toc-modified-id=\"Density-Plots-3.2\"><span class=\"toc-item-num\">3.2 </span>Density Plots</a></span></li><li><span><a href=\"#Violin-plot(distribution)\" data-toc-modified-id=\"Violin-plot(distribution)-3.3\"><span class=\"toc-item-num\">3.3 </span>Violin plot(distribution)</a></span></li><li><span><a href=\"#Pairwise-scatter-plots\" data-toc-modified-id=\"Pairwise-scatter-plots-3.4\"><span class=\"toc-item-num\">3.4 </span>Pairwise scatter plots</a></span></li></ul></li></ul></div>"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import seaborn as sns\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import pandas as pd"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Basic Plots"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"image/svg+xml": [
"<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
"<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
" \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
"<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
"<svg height=\"248.518125pt\" version=\"1.1\" viewBox=\"0 0 386.845313 248.518125\" width=\"386.845313pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
" <defs>\r\n",
" <style type=\"text/css\">\r\n",
"*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
" </style>\r\n",
" </defs>\r\n",
" <g id=\"figure_1\">\r\n",
" <g id=\"patch_1\">\r\n",
" <path d=\"M 0 248.518125 \r\n",
"L 386.845313 248.518125 \r\n",
"L 386.845313 0 \r\n",
"L 0 0 \r\n",
"z\r\n",
"\" style=\"fill:none;\"/>\r\n",
" </g>\r\n",
" <g id=\"axes_1\">\r\n",
" <g id=\"patch_2\">\r\n",
" <path d=\"M 44.845313 224.64 \r\n",
"L 379.645313 224.64 \r\n",
"L 379.645313 7.2 \r\n",
"L 44.845313 7.2 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;\"/>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_1\">\r\n",
" <g id=\"xtick_1\">\r\n",
" <g id=\"line2d_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L 0 3.5 \r\n",
"\" id=\"mdfbd20a570\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"60.063494\" xlink:href=\"#mdfbd20a570\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_1\">\r\n",
" <!-- 0 -->\r\n",
" <defs>\r\n",
" <path d=\"M 31.78125 66.40625 \r\n",
"Q 24.171875 66.40625 20.328125 58.90625 \r\n",
"Q 16.5 51.421875 16.5 36.375 \r\n",
"Q 16.5 21.390625 20.328125 13.890625 \r\n",
"Q 24.171875 6.390625 31.78125 6.390625 \r\n",
"Q 39.453125 6.390625 43.28125 13.890625 \r\n",
"Q 47.125 21.390625 47.125 36.375 \r\n",
"Q 47.125 51.421875 43.28125 58.90625 \r\n",
"Q 39.453125 66.40625 31.78125 66.40625 \r\n",
"z\r\n",
"M 31.78125 74.21875 \r\n",
"Q 44.046875 74.21875 50.515625 64.515625 \r\n",
"Q 56.984375 54.828125 56.984375 36.375 \r\n",
"Q 56.984375 17.96875 50.515625 8.265625 \r\n",
"Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
"Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
"Q 6.59375 17.96875 6.59375 36.375 \r\n",
"Q 6.59375 54.828125 13.0625 64.515625 \r\n",
"Q 19.53125 74.21875 31.78125 74.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-48\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(56.882244 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_2\">\r\n",
" <g id=\"line2d_2\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"120.936222\" xlink:href=\"#mdfbd20a570\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_2\">\r\n",
" <!-- 2 -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.1875 8.296875 \r\n",
"L 53.609375 8.296875 \r\n",
"L 53.609375 0 \r\n",
"L 7.328125 0 \r\n",
"L 7.328125 8.296875 \r\n",
"Q 12.9375 14.109375 22.625 23.890625 \r\n",
"Q 32.328125 33.6875 34.8125 36.53125 \r\n",
"Q 39.546875 41.84375 41.421875 45.53125 \r\n",
"Q 43.3125 49.21875 43.3125 52.78125 \r\n",
"Q 43.3125 58.59375 39.234375 62.25 \r\n",
"Q 35.15625 65.921875 28.609375 65.921875 \r\n",
"Q 23.96875 65.921875 18.8125 64.3125 \r\n",
"Q 13.671875 62.703125 7.8125 59.421875 \r\n",
"L 7.8125 69.390625 \r\n",
"Q 13.765625 71.78125 18.9375 73 \r\n",
"Q 24.125 74.21875 28.421875 74.21875 \r\n",
"Q 39.75 74.21875 46.484375 68.546875 \r\n",
"Q 53.21875 62.890625 53.21875 53.421875 \r\n",
"Q 53.21875 48.921875 51.53125 44.890625 \r\n",
"Q 49.859375 40.875 45.40625 35.40625 \r\n",
"Q 44.1875 33.984375 37.640625 27.21875 \r\n",
"Q 31.109375 20.453125 19.1875 8.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-50\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(117.754972 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_3\">\r\n",
" <g id=\"line2d_3\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"181.808949\" xlink:href=\"#mdfbd20a570\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_3\">\r\n",
" <!-- 4 -->\r\n",
" <defs>\r\n",
" <path d=\"M 37.796875 64.3125 \r\n",
"L 12.890625 25.390625 \r\n",
"L 37.796875 25.390625 \r\n",
"z\r\n",
"M 35.203125 72.90625 \r\n",
"L 47.609375 72.90625 \r\n",
"L 47.609375 25.390625 \r\n",
"L 58.015625 25.390625 \r\n",
"L 58.015625 17.1875 \r\n",
"L 47.609375 17.1875 \r\n",
"L 47.609375 0 \r\n",
"L 37.796875 0 \r\n",
"L 37.796875 17.1875 \r\n",
"L 4.890625 17.1875 \r\n",
"L 4.890625 26.703125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-52\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(178.627699 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_4\">\r\n",
" <g id=\"line2d_4\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"242.681676\" xlink:href=\"#mdfbd20a570\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_4\">\r\n",
" <!-- 6 -->\r\n",
" <defs>\r\n",
" <path d=\"M 33.015625 40.375 \r\n",
"Q 26.375 40.375 22.484375 35.828125 \r\n",
"Q 18.609375 31.296875 18.609375 23.390625 \r\n",
"Q 18.609375 15.53125 22.484375 10.953125 \r\n",
"Q 26.375 6.390625 33.015625 6.390625 \r\n",
"Q 39.65625 6.390625 43.53125 10.953125 \r\n",
"Q 47.40625 15.53125 47.40625 23.390625 \r\n",
"Q 47.40625 31.296875 43.53125 35.828125 \r\n",
"Q 39.65625 40.375 33.015625 40.375 \r\n",
"z\r\n",
"M 52.59375 71.296875 \r\n",
"L 52.59375 62.3125 \r\n",
"Q 48.875 64.0625 45.09375 64.984375 \r\n",
"Q 41.3125 65.921875 37.59375 65.921875 \r\n",
"Q 27.828125 65.921875 22.671875 59.328125 \r\n",
"Q 17.53125 52.734375 16.796875 39.40625 \r\n",
"Q 19.671875 43.65625 24.015625 45.921875 \r\n",
"Q 28.375 48.1875 33.59375 48.1875 \r\n",
"Q 44.578125 48.1875 50.953125 41.515625 \r\n",
"Q 57.328125 34.859375 57.328125 23.390625 \r\n",
"Q 57.328125 12.15625 50.6875 5.359375 \r\n",
"Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
"Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
"Q 6.984375 17.96875 6.984375 36.375 \r\n",
"Q 6.984375 53.65625 15.1875 63.9375 \r\n",
"Q 23.390625 74.21875 37.203125 74.21875 \r\n",
"Q 40.921875 74.21875 44.703125 73.484375 \r\n",
"Q 48.484375 72.75 52.59375 71.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-54\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(239.500426 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_5\">\r\n",
" <g id=\"line2d_5\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"303.554403\" xlink:href=\"#mdfbd20a570\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_5\">\r\n",
" <!-- 8 -->\r\n",
" <defs>\r\n",
" <path d=\"M 31.78125 34.625 \r\n",
"Q 24.75 34.625 20.71875 30.859375 \r\n",
"Q 16.703125 27.09375 16.703125 20.515625 \r\n",
"Q 16.703125 13.921875 20.71875 10.15625 \r\n",
"Q 24.75 6.390625 31.78125 6.390625 \r\n",
"Q 38.8125 6.390625 42.859375 10.171875 \r\n",
"Q 46.921875 13.96875 46.921875 20.515625 \r\n",
"Q 46.921875 27.09375 42.890625 30.859375 \r\n",
"Q 38.875 34.625 31.78125 34.625 \r\n",
"z\r\n",
"M 21.921875 38.8125 \r\n",
"Q 15.578125 40.375 12.03125 44.71875 \r\n",
"Q 8.5 49.078125 8.5 55.328125 \r\n",
"Q 8.5 64.0625 14.71875 69.140625 \r\n",
"Q 20.953125 74.21875 31.78125 74.21875 \r\n",
"Q 42.671875 74.21875 48.875 69.140625 \r\n",
"Q 55.078125 64.0625 55.078125 55.328125 \r\n",
"Q 55.078125 49.078125 51.53125 44.71875 \r\n",
"Q 48 40.375 41.703125 38.8125 \r\n",
"Q 48.828125 37.15625 52.796875 32.3125 \r\n",
"Q 56.78125 27.484375 56.78125 20.515625 \r\n",
"Q 56.78125 9.90625 50.3125 4.234375 \r\n",
"Q 43.84375 -1.421875 31.78125 -1.421875 \r\n",
"Q 19.734375 -1.421875 13.25 4.234375 \r\n",
"Q 6.78125 9.90625 6.78125 20.515625 \r\n",
"Q 6.78125 27.484375 10.78125 32.3125 \r\n",
"Q 14.796875 37.15625 21.921875 38.8125 \r\n",
"z\r\n",
"M 18.3125 54.390625 \r\n",
"Q 18.3125 48.734375 21.84375 45.5625 \r\n",
"Q 25.390625 42.390625 31.78125 42.390625 \r\n",
"Q 38.140625 42.390625 41.71875 45.5625 \r\n",
"Q 45.3125 48.734375 45.3125 54.390625 \r\n",
"Q 45.3125 60.0625 41.71875 63.234375 \r\n",
"Q 38.140625 66.40625 31.78125 66.40625 \r\n",
"Q 25.390625 66.40625 21.84375 63.234375 \r\n",
"Q 18.3125 60.0625 18.3125 54.390625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-56\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(300.373153 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-56\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_6\">\r\n",
" <g id=\"line2d_6\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"364.427131\" xlink:href=\"#mdfbd20a570\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_6\">\r\n",
" <!-- 10 -->\r\n",
" <defs>\r\n",
" <path d=\"M 12.40625 8.296875 \r\n",
"L 28.515625 8.296875 \r\n",
"L 28.515625 63.921875 \r\n",
"L 10.984375 60.40625 \r\n",
"L 10.984375 69.390625 \r\n",
"L 28.421875 72.90625 \r\n",
"L 38.28125 72.90625 \r\n",
"L 38.28125 8.296875 \r\n",
"L 54.390625 8.296875 \r\n",
"L 54.390625 0 \r\n",
"L 12.40625 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-49\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(358.064631 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_2\">\r\n",
" <g id=\"ytick_1\">\r\n",
" <g id=\"line2d_7\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L -3.5 0 \r\n",
"\" id=\"mc8d653f73d\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mc8d653f73d\" y=\"214.773315\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_7\">\r\n",
" <!-- −1.00 -->\r\n",
" <defs>\r\n",
" <path d=\"M 10.59375 35.5 \r\n",
"L 73.1875 35.5 \r\n",
"L 73.1875 27.203125 \r\n",
"L 10.59375 27.203125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-8722\"/>\r\n",
" <path d=\"M 10.6875 12.40625 \r\n",
"L 21 12.40625 \r\n",
"L 21 0 \r\n",
"L 10.6875 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-46\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(7.2 218.572534)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
" <use x=\"83.789062\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"179.199219\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"242.822266\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_2\">\r\n",
" <g id=\"line2d_8\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mc8d653f73d\" y=\"190.038452\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_8\">\r\n",
" <!-- −0.75 -->\r\n",
" <defs>\r\n",
" <path d=\"M 8.203125 72.90625 \r\n",
"L 55.078125 72.90625 \r\n",
"L 55.078125 68.703125 \r\n",
"L 28.609375 0 \r\n",
"L 18.3125 0 \r\n",
"L 43.21875 64.59375 \r\n",
"L 8.203125 64.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-55\"/>\r\n",
" <path d=\"M 10.796875 72.90625 \r\n",
"L 49.515625 72.90625 \r\n",
"L 49.515625 64.59375 \r\n",
"L 19.828125 64.59375 \r\n",
"L 19.828125 46.734375 \r\n",
"Q 21.96875 47.46875 24.109375 47.828125 \r\n",
"Q 26.265625 48.1875 28.421875 48.1875 \r\n",
"Q 40.625 48.1875 47.75 41.5 \r\n",
"Q 54.890625 34.8125 54.890625 23.390625 \r\n",
"Q 54.890625 11.625 47.5625 5.09375 \r\n",
"Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
"Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
"Q 12.796875 0.140625 7.71875 1.703125 \r\n",
"L 7.71875 11.625 \r\n",
"Q 12.109375 9.234375 16.796875 8.0625 \r\n",
"Q 21.484375 6.890625 26.703125 6.890625 \r\n",
"Q 35.15625 6.890625 40.078125 11.328125 \r\n",
"Q 45.015625 15.765625 45.015625 23.390625 \r\n",
"Q 45.015625 31 40.078125 35.4375 \r\n",
"Q 35.15625 39.890625 26.703125 39.890625 \r\n",
"Q 22.75 39.890625 18.8125 39.015625 \r\n",
"Q 14.890625 38.140625 10.796875 36.28125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-53\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(7.2 193.837671)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
" <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"179.199219\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
" <use x=\"242.822266\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_3\">\r\n",
" <g id=\"line2d_9\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mc8d653f73d\" y=\"165.30359\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_9\">\r\n",
" <!-- −0.50 -->\r\n",
" <g transform=\"translate(7.2 169.102808)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
" <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"179.199219\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"242.822266\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_4\">\r\n",
" <g id=\"line2d_10\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mc8d653f73d\" y=\"140.568727\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_10\">\r\n",
" <!-- −0.25 -->\r\n",
" <g transform=\"translate(7.2 144.367946)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
" <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"179.199219\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"242.822266\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_5\">\r\n",
" <g id=\"line2d_11\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mc8d653f73d\" y=\"115.833864\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_11\">\r\n",
" <!-- 0.00 -->\r\n",
" <g transform=\"translate(15.579688 119.633083)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_6\">\r\n",
" <g id=\"line2d_12\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mc8d653f73d\" y=\"91.099001\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_12\">\r\n",
" <!-- 0.25 -->\r\n",
" <g transform=\"translate(15.579688 94.89822)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_7\">\r\n",
" <g id=\"line2d_13\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mc8d653f73d\" y=\"66.364138\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_13\">\r\n",
" <!-- 0.50 -->\r\n",
" <g transform=\"translate(15.579688 70.163357)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_8\">\r\n",
" <g id=\"line2d_14\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mc8d653f73d\" y=\"41.629276\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_14\">\r\n",
" <!-- 0.75 -->\r\n",
" <g transform=\"translate(15.579688 45.428494)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_9\">\r\n",
" <g id=\"line2d_15\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mc8d653f73d\" y=\"16.894413\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_15\">\r\n",
" <!-- 1.00 -->\r\n",
" <g transform=\"translate(15.579688 20.693632)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"line2d_16\">\r\n",
" <path clip-path=\"url(#pc955800f4f)\" d=\"M 60.063494 115.833864 \r\n",
"L 66.274997 95.78201 \r\n",
"L 72.4865 76.562407 \r\n",
"L 78.698003 58.972764 \r\n",
"L 84.909505 43.743138 \r\n",
"L 91.121008 31.505636 \r\n",
"L 97.332511 22.768173 \r\n",
"L 103.544014 17.893397 \r\n",
"L 109.755517 17.083636 \r\n",
"L 115.967019 20.3725 \r\n",
"L 122.178522 27.623483 \r\n",
"L 128.390025 38.535635 \r\n",
"L 134.601528 52.656046 \r\n",
"L 140.81303 69.39865 \r\n",
"L 147.024533 88.068545 \r\n",
"L 153.236036 107.890839 \r\n",
"L 159.447539 128.042808 \r\n",
"L 165.659042 147.688045 \r\n",
"L 171.870544 166.011176 \r\n",
"L 178.082047 182.251699 \r\n",
"L 184.29355 195.735553 \r\n",
"L 190.505053 205.903091 \r\n",
"L 196.716556 212.332309 \r\n",
"L 202.928058 214.756364 \r\n",
"L 209.139561 213.074644 \r\n",
"L 215.351064 207.35695 \r\n",
"L 221.562567 197.840593 \r\n",
"L 227.774069 184.920552 \r\n",
"L 233.985572 169.13307 \r\n",
"L 240.197075 151.133406 \r\n",
"L 246.408578 131.668637 \r\n",
"L 252.620081 111.546646 \r\n",
"L 258.831583 91.602596 \r\n",
"L 265.043086 72.664264 \r\n",
"L 271.254589 55.517684 \r\n",
"L 277.466092 40.874524 \r\n",
"L 283.677595 29.342549 \r\n",
"L 289.889097 21.400393 \r\n",
"L 296.1006 17.377693 \r\n",
"L 302.312103 17.441413 \r\n",
"L 308.523606 21.588907 \r\n",
"L 314.735108 29.648034 \r\n",
"L 320.946611 41.284301 \r\n",
"L 327.158114 56.014744 \r\n",
"L 333.369617 73.227977 \r\n",
"L 339.58112 92.209565 \r\n",
"L 345.792622 112.171679 \r\n",
"L 352.004125 132.285792 \r\n",
"L 358.215628 151.717069 \r\n",
"L 364.427131 169.659014 \r\n",
"\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_3\">\r\n",
" <path d=\"M 44.845313 224.64 \r\n",
"L 44.845313 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_4\">\r\n",
" <path d=\"M 379.645313 224.64 \r\n",
"L 379.645313 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_5\">\r\n",
" <path d=\"M 44.845313 224.64 \r\n",
"L 379.645313 224.64 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_6\">\r\n",
" <path d=\"M 44.845313 7.2 \r\n",
"L 379.645313 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <defs>\r\n",
" <clipPath id=\"pc955800f4f\">\r\n",
" <rect height=\"217.44\" width=\"334.8\" x=\"44.845313\" y=\"7.2\"/>\r\n",
" </clipPath>\r\n",
" </defs>\r\n",
"</svg>\r\n"
],
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"x = np.linspace(0, 10, 50)\n",
"sines = np.sin(x)\n",
"\n",
"plt.plot(x, sines)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"image/svg+xml": [
"<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
"<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
" \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
"<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
"<svg height=\"248.518125pt\" version=\"1.1\" viewBox=\"0 0 386.845313 248.518125\" width=\"386.845313pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
" <defs>\r\n",
" <style type=\"text/css\">\r\n",
"*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
" </style>\r\n",
" </defs>\r\n",
" <g id=\"figure_1\">\r\n",
" <g id=\"patch_1\">\r\n",
" <path d=\"M 0 248.518125 \r\n",
"L 386.845313 248.518125 \r\n",
"L 386.845313 0 \r\n",
"L 0 0 \r\n",
"z\r\n",
"\" style=\"fill:none;\"/>\r\n",
" </g>\r\n",
" <g id=\"axes_1\">\r\n",
" <g id=\"patch_2\">\r\n",
" <path d=\"M 44.845313 224.64 \r\n",
"L 379.645313 224.64 \r\n",
"L 379.645313 7.2 \r\n",
"L 44.845313 7.2 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;\"/>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_1\">\r\n",
" <g id=\"xtick_1\">\r\n",
" <g id=\"line2d_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L 0 3.5 \r\n",
"\" id=\"m2433735d57\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"60.063494\" xlink:href=\"#m2433735d57\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_1\">\r\n",
" <!-- 0 -->\r\n",
" <defs>\r\n",
" <path d=\"M 31.78125 66.40625 \r\n",
"Q 24.171875 66.40625 20.328125 58.90625 \r\n",
"Q 16.5 51.421875 16.5 36.375 \r\n",
"Q 16.5 21.390625 20.328125 13.890625 \r\n",
"Q 24.171875 6.390625 31.78125 6.390625 \r\n",
"Q 39.453125 6.390625 43.28125 13.890625 \r\n",
"Q 47.125 21.390625 47.125 36.375 \r\n",
"Q 47.125 51.421875 43.28125 58.90625 \r\n",
"Q 39.453125 66.40625 31.78125 66.40625 \r\n",
"z\r\n",
"M 31.78125 74.21875 \r\n",
"Q 44.046875 74.21875 50.515625 64.515625 \r\n",
"Q 56.984375 54.828125 56.984375 36.375 \r\n",
"Q 56.984375 17.96875 50.515625 8.265625 \r\n",
"Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
"Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
"Q 6.59375 17.96875 6.59375 36.375 \r\n",
"Q 6.59375 54.828125 13.0625 64.515625 \r\n",
"Q 19.53125 74.21875 31.78125 74.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-48\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(56.882244 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_2\">\r\n",
" <g id=\"line2d_2\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"120.936222\" xlink:href=\"#m2433735d57\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_2\">\r\n",
" <!-- 2 -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.1875 8.296875 \r\n",
"L 53.609375 8.296875 \r\n",
"L 53.609375 0 \r\n",
"L 7.328125 0 \r\n",
"L 7.328125 8.296875 \r\n",
"Q 12.9375 14.109375 22.625 23.890625 \r\n",
"Q 32.328125 33.6875 34.8125 36.53125 \r\n",
"Q 39.546875 41.84375 41.421875 45.53125 \r\n",
"Q 43.3125 49.21875 43.3125 52.78125 \r\n",
"Q 43.3125 58.59375 39.234375 62.25 \r\n",
"Q 35.15625 65.921875 28.609375 65.921875 \r\n",
"Q 23.96875 65.921875 18.8125 64.3125 \r\n",
"Q 13.671875 62.703125 7.8125 59.421875 \r\n",
"L 7.8125 69.390625 \r\n",
"Q 13.765625 71.78125 18.9375 73 \r\n",
"Q 24.125 74.21875 28.421875 74.21875 \r\n",
"Q 39.75 74.21875 46.484375 68.546875 \r\n",
"Q 53.21875 62.890625 53.21875 53.421875 \r\n",
"Q 53.21875 48.921875 51.53125 44.890625 \r\n",
"Q 49.859375 40.875 45.40625 35.40625 \r\n",
"Q 44.1875 33.984375 37.640625 27.21875 \r\n",
"Q 31.109375 20.453125 19.1875 8.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-50\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(117.754972 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_3\">\r\n",
" <g id=\"line2d_3\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"181.808949\" xlink:href=\"#m2433735d57\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_3\">\r\n",
" <!-- 4 -->\r\n",
" <defs>\r\n",
" <path d=\"M 37.796875 64.3125 \r\n",
"L 12.890625 25.390625 \r\n",
"L 37.796875 25.390625 \r\n",
"z\r\n",
"M 35.203125 72.90625 \r\n",
"L 47.609375 72.90625 \r\n",
"L 47.609375 25.390625 \r\n",
"L 58.015625 25.390625 \r\n",
"L 58.015625 17.1875 \r\n",
"L 47.609375 17.1875 \r\n",
"L 47.609375 0 \r\n",
"L 37.796875 0 \r\n",
"L 37.796875 17.1875 \r\n",
"L 4.890625 17.1875 \r\n",
"L 4.890625 26.703125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-52\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(178.627699 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_4\">\r\n",
" <g id=\"line2d_4\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"242.681676\" xlink:href=\"#m2433735d57\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_4\">\r\n",
" <!-- 6 -->\r\n",
" <defs>\r\n",
" <path d=\"M 33.015625 40.375 \r\n",
"Q 26.375 40.375 22.484375 35.828125 \r\n",
"Q 18.609375 31.296875 18.609375 23.390625 \r\n",
"Q 18.609375 15.53125 22.484375 10.953125 \r\n",
"Q 26.375 6.390625 33.015625 6.390625 \r\n",
"Q 39.65625 6.390625 43.53125 10.953125 \r\n",
"Q 47.40625 15.53125 47.40625 23.390625 \r\n",
"Q 47.40625 31.296875 43.53125 35.828125 \r\n",
"Q 39.65625 40.375 33.015625 40.375 \r\n",
"z\r\n",
"M 52.59375 71.296875 \r\n",
"L 52.59375 62.3125 \r\n",
"Q 48.875 64.0625 45.09375 64.984375 \r\n",
"Q 41.3125 65.921875 37.59375 65.921875 \r\n",
"Q 27.828125 65.921875 22.671875 59.328125 \r\n",
"Q 17.53125 52.734375 16.796875 39.40625 \r\n",
"Q 19.671875 43.65625 24.015625 45.921875 \r\n",
"Q 28.375 48.1875 33.59375 48.1875 \r\n",
"Q 44.578125 48.1875 50.953125 41.515625 \r\n",
"Q 57.328125 34.859375 57.328125 23.390625 \r\n",
"Q 57.328125 12.15625 50.6875 5.359375 \r\n",
"Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
"Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
"Q 6.984375 17.96875 6.984375 36.375 \r\n",
"Q 6.984375 53.65625 15.1875 63.9375 \r\n",
"Q 23.390625 74.21875 37.203125 74.21875 \r\n",
"Q 40.921875 74.21875 44.703125 73.484375 \r\n",
"Q 48.484375 72.75 52.59375 71.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-54\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(239.500426 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_5\">\r\n",
" <g id=\"line2d_5\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"303.554403\" xlink:href=\"#m2433735d57\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_5\">\r\n",
" <!-- 8 -->\r\n",
" <defs>\r\n",
" <path d=\"M 31.78125 34.625 \r\n",
"Q 24.75 34.625 20.71875 30.859375 \r\n",
"Q 16.703125 27.09375 16.703125 20.515625 \r\n",
"Q 16.703125 13.921875 20.71875 10.15625 \r\n",
"Q 24.75 6.390625 31.78125 6.390625 \r\n",
"Q 38.8125 6.390625 42.859375 10.171875 \r\n",
"Q 46.921875 13.96875 46.921875 20.515625 \r\n",
"Q 46.921875 27.09375 42.890625 30.859375 \r\n",
"Q 38.875 34.625 31.78125 34.625 \r\n",
"z\r\n",
"M 21.921875 38.8125 \r\n",
"Q 15.578125 40.375 12.03125 44.71875 \r\n",
"Q 8.5 49.078125 8.5 55.328125 \r\n",
"Q 8.5 64.0625 14.71875 69.140625 \r\n",
"Q 20.953125 74.21875 31.78125 74.21875 \r\n",
"Q 42.671875 74.21875 48.875 69.140625 \r\n",
"Q 55.078125 64.0625 55.078125 55.328125 \r\n",
"Q 55.078125 49.078125 51.53125 44.71875 \r\n",
"Q 48 40.375 41.703125 38.8125 \r\n",
"Q 48.828125 37.15625 52.796875 32.3125 \r\n",
"Q 56.78125 27.484375 56.78125 20.515625 \r\n",
"Q 56.78125 9.90625 50.3125 4.234375 \r\n",
"Q 43.84375 -1.421875 31.78125 -1.421875 \r\n",
"Q 19.734375 -1.421875 13.25 4.234375 \r\n",
"Q 6.78125 9.90625 6.78125 20.515625 \r\n",
"Q 6.78125 27.484375 10.78125 32.3125 \r\n",
"Q 14.796875 37.15625 21.921875 38.8125 \r\n",
"z\r\n",
"M 18.3125 54.390625 \r\n",
"Q 18.3125 48.734375 21.84375 45.5625 \r\n",
"Q 25.390625 42.390625 31.78125 42.390625 \r\n",
"Q 38.140625 42.390625 41.71875 45.5625 \r\n",
"Q 45.3125 48.734375 45.3125 54.390625 \r\n",
"Q 45.3125 60.0625 41.71875 63.234375 \r\n",
"Q 38.140625 66.40625 31.78125 66.40625 \r\n",
"Q 25.390625 66.40625 21.84375 63.234375 \r\n",
"Q 18.3125 60.0625 18.3125 54.390625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-56\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(300.373153 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-56\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_6\">\r\n",
" <g id=\"line2d_6\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"364.427131\" xlink:href=\"#m2433735d57\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_6\">\r\n",
" <!-- 10 -->\r\n",
" <defs>\r\n",
" <path d=\"M 12.40625 8.296875 \r\n",
"L 28.515625 8.296875 \r\n",
"L 28.515625 63.921875 \r\n",
"L 10.984375 60.40625 \r\n",
"L 10.984375 69.390625 \r\n",
"L 28.421875 72.90625 \r\n",
"L 38.28125 72.90625 \r\n",
"L 38.28125 8.296875 \r\n",
"L 54.390625 8.296875 \r\n",
"L 54.390625 0 \r\n",
"L 12.40625 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-49\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(358.064631 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_2\">\r\n",
" <g id=\"ytick_1\">\r\n",
" <g id=\"line2d_7\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L -3.5 0 \r\n",
"\" id=\"m3da94ad40b\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#m3da94ad40b\" y=\"214.773315\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_7\">\r\n",
" <!-- −1.00 -->\r\n",
" <defs>\r\n",
" <path d=\"M 10.59375 35.5 \r\n",
"L 73.1875 35.5 \r\n",
"L 73.1875 27.203125 \r\n",
"L 10.59375 27.203125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-8722\"/>\r\n",
" <path d=\"M 10.6875 12.40625 \r\n",
"L 21 12.40625 \r\n",
"L 21 0 \r\n",
"L 10.6875 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-46\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(7.2 218.572534)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
" <use x=\"83.789062\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"179.199219\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"242.822266\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_2\">\r\n",
" <g id=\"line2d_8\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#m3da94ad40b\" y=\"190.038452\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_8\">\r\n",
" <!-- −0.75 -->\r\n",
" <defs>\r\n",
" <path d=\"M 8.203125 72.90625 \r\n",
"L 55.078125 72.90625 \r\n",
"L 55.078125 68.703125 \r\n",
"L 28.609375 0 \r\n",
"L 18.3125 0 \r\n",
"L 43.21875 64.59375 \r\n",
"L 8.203125 64.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-55\"/>\r\n",
" <path d=\"M 10.796875 72.90625 \r\n",
"L 49.515625 72.90625 \r\n",
"L 49.515625 64.59375 \r\n",
"L 19.828125 64.59375 \r\n",
"L 19.828125 46.734375 \r\n",
"Q 21.96875 47.46875 24.109375 47.828125 \r\n",
"Q 26.265625 48.1875 28.421875 48.1875 \r\n",
"Q 40.625 48.1875 47.75 41.5 \r\n",
"Q 54.890625 34.8125 54.890625 23.390625 \r\n",
"Q 54.890625 11.625 47.5625 5.09375 \r\n",
"Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
"Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
"Q 12.796875 0.140625 7.71875 1.703125 \r\n",
"L 7.71875 11.625 \r\n",
"Q 12.109375 9.234375 16.796875 8.0625 \r\n",
"Q 21.484375 6.890625 26.703125 6.890625 \r\n",
"Q 35.15625 6.890625 40.078125 11.328125 \r\n",
"Q 45.015625 15.765625 45.015625 23.390625 \r\n",
"Q 45.015625 31 40.078125 35.4375 \r\n",
"Q 35.15625 39.890625 26.703125 39.890625 \r\n",
"Q 22.75 39.890625 18.8125 39.015625 \r\n",
"Q 14.890625 38.140625 10.796875 36.28125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-53\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(7.2 193.837671)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
" <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"179.199219\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
" <use x=\"242.822266\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_3\">\r\n",
" <g id=\"line2d_9\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#m3da94ad40b\" y=\"165.30359\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_9\">\r\n",
" <!-- −0.50 -->\r\n",
" <g transform=\"translate(7.2 169.102808)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
" <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"179.199219\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"242.822266\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_4\">\r\n",
" <g id=\"line2d_10\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#m3da94ad40b\" y=\"140.568727\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_10\">\r\n",
" <!-- −0.25 -->\r\n",
" <g transform=\"translate(7.2 144.367946)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
" <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"179.199219\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"242.822266\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_5\">\r\n",
" <g id=\"line2d_11\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#m3da94ad40b\" y=\"115.833864\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_11\">\r\n",
" <!-- 0.00 -->\r\n",
" <g transform=\"translate(15.579688 119.633083)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_6\">\r\n",
" <g id=\"line2d_12\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#m3da94ad40b\" y=\"91.099001\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_12\">\r\n",
" <!-- 0.25 -->\r\n",
" <g transform=\"translate(15.579688 94.89822)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_7\">\r\n",
" <g id=\"line2d_13\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#m3da94ad40b\" y=\"66.364138\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_13\">\r\n",
" <!-- 0.50 -->\r\n",
" <g transform=\"translate(15.579688 70.163357)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_8\">\r\n",
" <g id=\"line2d_14\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#m3da94ad40b\" y=\"41.629276\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_14\">\r\n",
" <!-- 0.75 -->\r\n",
" <g transform=\"translate(15.579688 45.428494)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_9\">\r\n",
" <g id=\"line2d_15\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#m3da94ad40b\" y=\"16.894413\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_15\">\r\n",
" <!-- 1.00 -->\r\n",
" <g transform=\"translate(15.579688 20.693632)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"line2d_16\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 3 \r\n",
"C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
"C 2.683901 1.55874 3 0.795609 3 0 \r\n",
"C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
"C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
"C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
"C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
"C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
"C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
"z\r\n",
"\" id=\"m26fe1e6738\" style=\"stroke:#1f77b4;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#pf2a77b7365)\">\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"60.063494\" xlink:href=\"#m26fe1e6738\" y=\"115.833864\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"66.274997\" xlink:href=\"#m26fe1e6738\" y=\"95.78201\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"72.4865\" xlink:href=\"#m26fe1e6738\" y=\"76.562407\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"78.698003\" xlink:href=\"#m26fe1e6738\" y=\"58.972764\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"84.909505\" xlink:href=\"#m26fe1e6738\" y=\"43.743138\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"91.121008\" xlink:href=\"#m26fe1e6738\" y=\"31.505636\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"97.332511\" xlink:href=\"#m26fe1e6738\" y=\"22.768173\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"103.544014\" xlink:href=\"#m26fe1e6738\" y=\"17.893397\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"109.755517\" xlink:href=\"#m26fe1e6738\" y=\"17.083636\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"115.967019\" xlink:href=\"#m26fe1e6738\" y=\"20.3725\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"122.178522\" xlink:href=\"#m26fe1e6738\" y=\"27.623483\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"128.390025\" xlink:href=\"#m26fe1e6738\" y=\"38.535635\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"134.601528\" xlink:href=\"#m26fe1e6738\" y=\"52.656046\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"140.81303\" xlink:href=\"#m26fe1e6738\" y=\"69.39865\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"147.024533\" xlink:href=\"#m26fe1e6738\" y=\"88.068545\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"153.236036\" xlink:href=\"#m26fe1e6738\" y=\"107.890839\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"159.447539\" xlink:href=\"#m26fe1e6738\" y=\"128.042808\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"165.659042\" xlink:href=\"#m26fe1e6738\" y=\"147.688045\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"171.870544\" xlink:href=\"#m26fe1e6738\" y=\"166.011176\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"178.082047\" xlink:href=\"#m26fe1e6738\" y=\"182.251699\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"184.29355\" xlink:href=\"#m26fe1e6738\" y=\"195.735553\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"190.505053\" xlink:href=\"#m26fe1e6738\" y=\"205.903091\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"196.716556\" xlink:href=\"#m26fe1e6738\" y=\"212.332309\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"202.928058\" xlink:href=\"#m26fe1e6738\" y=\"214.756364\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"209.139561\" xlink:href=\"#m26fe1e6738\" y=\"213.074644\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"215.351064\" xlink:href=\"#m26fe1e6738\" y=\"207.35695\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"221.562567\" xlink:href=\"#m26fe1e6738\" y=\"197.840593\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"227.774069\" xlink:href=\"#m26fe1e6738\" y=\"184.920552\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"233.985572\" xlink:href=\"#m26fe1e6738\" y=\"169.13307\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"240.197075\" xlink:href=\"#m26fe1e6738\" y=\"151.133406\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"246.408578\" xlink:href=\"#m26fe1e6738\" y=\"131.668637\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"252.620081\" xlink:href=\"#m26fe1e6738\" y=\"111.546646\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"258.831583\" xlink:href=\"#m26fe1e6738\" y=\"91.602596\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"265.043086\" xlink:href=\"#m26fe1e6738\" y=\"72.664264\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"271.254589\" xlink:href=\"#m26fe1e6738\" y=\"55.517684\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"277.466092\" xlink:href=\"#m26fe1e6738\" y=\"40.874524\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"283.677595\" xlink:href=\"#m26fe1e6738\" y=\"29.342549\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"289.889097\" xlink:href=\"#m26fe1e6738\" y=\"21.400393\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"296.1006\" xlink:href=\"#m26fe1e6738\" y=\"17.377693\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"302.312103\" xlink:href=\"#m26fe1e6738\" y=\"17.441413\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"308.523606\" xlink:href=\"#m26fe1e6738\" y=\"21.588907\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"314.735108\" xlink:href=\"#m26fe1e6738\" y=\"29.648034\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"320.946611\" xlink:href=\"#m26fe1e6738\" y=\"41.284301\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"327.158114\" xlink:href=\"#m26fe1e6738\" y=\"56.014744\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"333.369617\" xlink:href=\"#m26fe1e6738\" y=\"73.227977\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"339.58112\" xlink:href=\"#m26fe1e6738\" y=\"92.209565\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"345.792622\" xlink:href=\"#m26fe1e6738\" y=\"112.171679\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"352.004125\" xlink:href=\"#m26fe1e6738\" y=\"132.285792\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"358.215628\" xlink:href=\"#m26fe1e6738\" y=\"151.717069\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"364.427131\" xlink:href=\"#m26fe1e6738\" y=\"169.659014\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"patch_3\">\r\n",
" <path d=\"M 44.845313 224.64 \r\n",
"L 44.845313 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_4\">\r\n",
" <path d=\"M 379.645313 224.64 \r\n",
"L 379.645313 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_5\">\r\n",
" <path d=\"M 44.845313 224.64 \r\n",
"L 379.645313 224.64 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_6\">\r\n",
" <path d=\"M 44.845313 7.2 \r\n",
"L 379.645313 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <defs>\r\n",
" <clipPath id=\"pf2a77b7365\">\r\n",
" <rect height=\"217.44\" width=\"334.8\" x=\"44.845313\" y=\"7.2\"/>\r\n",
" </clipPath>\r\n",
" </defs>\r\n",
"</svg>\r\n"
],
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.plot(x, sines, \"o\")\n",
"plt.show()\n",
"# use plt.plot to get color / marker abbreviations"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"image/svg+xml": [
"<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
"<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
" \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
"<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
"<svg height=\"277.314375pt\" version=\"1.1\" viewBox=\"0 0 400.523438 277.314375\" width=\"400.523438pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
" <defs>\r\n",
" <style type=\"text/css\">\r\n",
"*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
" </style>\r\n",
" </defs>\r\n",
" <g id=\"figure_1\">\r\n",
" <g id=\"patch_1\">\r\n",
" <path d=\"M 0 277.314375 \r\n",
"L 400.523438 277.314375 \r\n",
"L 400.523438 0 \r\n",
"L 0 0 \r\n",
"z\r\n",
"\" style=\"fill:none;\"/>\r\n",
" </g>\r\n",
" <g id=\"axes_1\">\r\n",
" <g id=\"patch_2\">\r\n",
" <path d=\"M 58.523438 239.758125 \r\n",
"L 393.323438 239.758125 \r\n",
"L 393.323438 22.318125 \r\n",
"L 58.523438 22.318125 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;\"/>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_1\">\r\n",
" <g id=\"xtick_1\">\r\n",
" <g id=\"line2d_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L 0 3.5 \r\n",
"\" id=\"mc14ed86c32\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"73.741619\" xlink:href=\"#mc14ed86c32\" y=\"239.758125\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_1\">\r\n",
" <!-- 0 -->\r\n",
" <defs>\r\n",
" <path d=\"M 31.78125 66.40625 \r\n",
"Q 24.171875 66.40625 20.328125 58.90625 \r\n",
"Q 16.5 51.421875 16.5 36.375 \r\n",
"Q 16.5 21.390625 20.328125 13.890625 \r\n",
"Q 24.171875 6.390625 31.78125 6.390625 \r\n",
"Q 39.453125 6.390625 43.28125 13.890625 \r\n",
"Q 47.125 21.390625 47.125 36.375 \r\n",
"Q 47.125 51.421875 43.28125 58.90625 \r\n",
"Q 39.453125 66.40625 31.78125 66.40625 \r\n",
"z\r\n",
"M 31.78125 74.21875 \r\n",
"Q 44.046875 74.21875 50.515625 64.515625 \r\n",
"Q 56.984375 54.828125 56.984375 36.375 \r\n",
"Q 56.984375 17.96875 50.515625 8.265625 \r\n",
"Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
"Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
"Q 6.59375 17.96875 6.59375 36.375 \r\n",
"Q 6.59375 54.828125 13.0625 64.515625 \r\n",
"Q 19.53125 74.21875 31.78125 74.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-48\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(70.560369 254.356562)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_2\">\r\n",
" <g id=\"line2d_2\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"134.614347\" xlink:href=\"#mc14ed86c32\" y=\"239.758125\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_2\">\r\n",
" <!-- 2 -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.1875 8.296875 \r\n",
"L 53.609375 8.296875 \r\n",
"L 53.609375 0 \r\n",
"L 7.328125 0 \r\n",
"L 7.328125 8.296875 \r\n",
"Q 12.9375 14.109375 22.625 23.890625 \r\n",
"Q 32.328125 33.6875 34.8125 36.53125 \r\n",
"Q 39.546875 41.84375 41.421875 45.53125 \r\n",
"Q 43.3125 49.21875 43.3125 52.78125 \r\n",
"Q 43.3125 58.59375 39.234375 62.25 \r\n",
"Q 35.15625 65.921875 28.609375 65.921875 \r\n",
"Q 23.96875 65.921875 18.8125 64.3125 \r\n",
"Q 13.671875 62.703125 7.8125 59.421875 \r\n",
"L 7.8125 69.390625 \r\n",
"Q 13.765625 71.78125 18.9375 73 \r\n",
"Q 24.125 74.21875 28.421875 74.21875 \r\n",
"Q 39.75 74.21875 46.484375 68.546875 \r\n",
"Q 53.21875 62.890625 53.21875 53.421875 \r\n",
"Q 53.21875 48.921875 51.53125 44.890625 \r\n",
"Q 49.859375 40.875 45.40625 35.40625 \r\n",
"Q 44.1875 33.984375 37.640625 27.21875 \r\n",
"Q 31.109375 20.453125 19.1875 8.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-50\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(131.433097 254.356562)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_3\">\r\n",
" <g id=\"line2d_3\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"195.487074\" xlink:href=\"#mc14ed86c32\" y=\"239.758125\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_3\">\r\n",
" <!-- 4 -->\r\n",
" <defs>\r\n",
" <path d=\"M 37.796875 64.3125 \r\n",
"L 12.890625 25.390625 \r\n",
"L 37.796875 25.390625 \r\n",
"z\r\n",
"M 35.203125 72.90625 \r\n",
"L 47.609375 72.90625 \r\n",
"L 47.609375 25.390625 \r\n",
"L 58.015625 25.390625 \r\n",
"L 58.015625 17.1875 \r\n",
"L 47.609375 17.1875 \r\n",
"L 47.609375 0 \r\n",
"L 37.796875 0 \r\n",
"L 37.796875 17.1875 \r\n",
"L 4.890625 17.1875 \r\n",
"L 4.890625 26.703125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-52\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(192.305824 254.356562)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_4\">\r\n",
" <g id=\"line2d_4\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"256.359801\" xlink:href=\"#mc14ed86c32\" y=\"239.758125\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_4\">\r\n",
" <!-- 6 -->\r\n",
" <defs>\r\n",
" <path d=\"M 33.015625 40.375 \r\n",
"Q 26.375 40.375 22.484375 35.828125 \r\n",
"Q 18.609375 31.296875 18.609375 23.390625 \r\n",
"Q 18.609375 15.53125 22.484375 10.953125 \r\n",
"Q 26.375 6.390625 33.015625 6.390625 \r\n",
"Q 39.65625 6.390625 43.53125 10.953125 \r\n",
"Q 47.40625 15.53125 47.40625 23.390625 \r\n",
"Q 47.40625 31.296875 43.53125 35.828125 \r\n",
"Q 39.65625 40.375 33.015625 40.375 \r\n",
"z\r\n",
"M 52.59375 71.296875 \r\n",
"L 52.59375 62.3125 \r\n",
"Q 48.875 64.0625 45.09375 64.984375 \r\n",
"Q 41.3125 65.921875 37.59375 65.921875 \r\n",
"Q 27.828125 65.921875 22.671875 59.328125 \r\n",
"Q 17.53125 52.734375 16.796875 39.40625 \r\n",
"Q 19.671875 43.65625 24.015625 45.921875 \r\n",
"Q 28.375 48.1875 33.59375 48.1875 \r\n",
"Q 44.578125 48.1875 50.953125 41.515625 \r\n",
"Q 57.328125 34.859375 57.328125 23.390625 \r\n",
"Q 57.328125 12.15625 50.6875 5.359375 \r\n",
"Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
"Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
"Q 6.984375 17.96875 6.984375 36.375 \r\n",
"Q 6.984375 53.65625 15.1875 63.9375 \r\n",
"Q 23.390625 74.21875 37.203125 74.21875 \r\n",
"Q 40.921875 74.21875 44.703125 73.484375 \r\n",
"Q 48.484375 72.75 52.59375 71.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-54\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(253.178551 254.356562)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_5\">\r\n",
" <g id=\"line2d_5\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"317.232528\" xlink:href=\"#mc14ed86c32\" y=\"239.758125\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_5\">\r\n",
" <!-- 8 -->\r\n",
" <defs>\r\n",
" <path d=\"M 31.78125 34.625 \r\n",
"Q 24.75 34.625 20.71875 30.859375 \r\n",
"Q 16.703125 27.09375 16.703125 20.515625 \r\n",
"Q 16.703125 13.921875 20.71875 10.15625 \r\n",
"Q 24.75 6.390625 31.78125 6.390625 \r\n",
"Q 38.8125 6.390625 42.859375 10.171875 \r\n",
"Q 46.921875 13.96875 46.921875 20.515625 \r\n",
"Q 46.921875 27.09375 42.890625 30.859375 \r\n",
"Q 38.875 34.625 31.78125 34.625 \r\n",
"z\r\n",
"M 21.921875 38.8125 \r\n",
"Q 15.578125 40.375 12.03125 44.71875 \r\n",
"Q 8.5 49.078125 8.5 55.328125 \r\n",
"Q 8.5 64.0625 14.71875 69.140625 \r\n",
"Q 20.953125 74.21875 31.78125 74.21875 \r\n",
"Q 42.671875 74.21875 48.875 69.140625 \r\n",
"Q 55.078125 64.0625 55.078125 55.328125 \r\n",
"Q 55.078125 49.078125 51.53125 44.71875 \r\n",
"Q 48 40.375 41.703125 38.8125 \r\n",
"Q 48.828125 37.15625 52.796875 32.3125 \r\n",
"Q 56.78125 27.484375 56.78125 20.515625 \r\n",
"Q 56.78125 9.90625 50.3125 4.234375 \r\n",
"Q 43.84375 -1.421875 31.78125 -1.421875 \r\n",
"Q 19.734375 -1.421875 13.25 4.234375 \r\n",
"Q 6.78125 9.90625 6.78125 20.515625 \r\n",
"Q 6.78125 27.484375 10.78125 32.3125 \r\n",
"Q 14.796875 37.15625 21.921875 38.8125 \r\n",
"z\r\n",
"M 18.3125 54.390625 \r\n",
"Q 18.3125 48.734375 21.84375 45.5625 \r\n",
"Q 25.390625 42.390625 31.78125 42.390625 \r\n",
"Q 38.140625 42.390625 41.71875 45.5625 \r\n",
"Q 45.3125 48.734375 45.3125 54.390625 \r\n",
"Q 45.3125 60.0625 41.71875 63.234375 \r\n",
"Q 38.140625 66.40625 31.78125 66.40625 \r\n",
"Q 25.390625 66.40625 21.84375 63.234375 \r\n",
"Q 18.3125 60.0625 18.3125 54.390625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-56\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(314.051278 254.356562)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-56\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_6\">\r\n",
" <g id=\"line2d_6\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"378.105256\" xlink:href=\"#mc14ed86c32\" y=\"239.758125\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_6\">\r\n",
" <!-- 10 -->\r\n",
" <defs>\r\n",
" <path d=\"M 12.40625 8.296875 \r\n",
"L 28.515625 8.296875 \r\n",
"L 28.515625 63.921875 \r\n",
"L 10.984375 60.40625 \r\n",
"L 10.984375 69.390625 \r\n",
"L 28.421875 72.90625 \r\n",
"L 38.28125 72.90625 \r\n",
"L 38.28125 8.296875 \r\n",
"L 54.390625 8.296875 \r\n",
"L 54.390625 0 \r\n",
"L 12.40625 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-49\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(371.742756 254.356562)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_7\">\r\n",
" <!-- This is X -->\r\n",
" <defs>\r\n",
" <path d=\"M -0.296875 72.90625 \r\n",
"L 61.375 72.90625 \r\n",
"L 61.375 64.59375 \r\n",
"L 35.5 64.59375 \r\n",
"L 35.5 0 \r\n",
"L 25.59375 0 \r\n",
"L 25.59375 64.59375 \r\n",
"L -0.296875 64.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-84\"/>\r\n",
" <path d=\"M 54.890625 33.015625 \r\n",
"L 54.890625 0 \r\n",
"L 45.90625 0 \r\n",
"L 45.90625 32.71875 \r\n",
"Q 45.90625 40.484375 42.875 44.328125 \r\n",
"Q 39.84375 48.1875 33.796875 48.1875 \r\n",
"Q 26.515625 48.1875 22.3125 43.546875 \r\n",
"Q 18.109375 38.921875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 75.984375 \r\n",
"L 18.109375 75.984375 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.34375 51.125 25.703125 53.5625 \r\n",
"Q 30.078125 56 35.796875 56 \r\n",
"Q 45.21875 56 50.046875 50.171875 \r\n",
"Q 54.890625 44.34375 54.890625 33.015625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-104\"/>\r\n",
" <path d=\"M 9.421875 54.6875 \r\n",
"L 18.40625 54.6875 \r\n",
"L 18.40625 0 \r\n",
"L 9.421875 0 \r\n",
"z\r\n",
"M 9.421875 75.984375 \r\n",
"L 18.40625 75.984375 \r\n",
"L 18.40625 64.59375 \r\n",
"L 9.421875 64.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-105\"/>\r\n",
" <path d=\"M 44.28125 53.078125 \r\n",
"L 44.28125 44.578125 \r\n",
"Q 40.484375 46.53125 36.375 47.5 \r\n",
"Q 32.28125 48.484375 27.875 48.484375 \r\n",
"Q 21.1875 48.484375 17.84375 46.4375 \r\n",
"Q 14.5 44.390625 14.5 40.28125 \r\n",
"Q 14.5 37.15625 16.890625 35.375 \r\n",
"Q 19.28125 33.59375 26.515625 31.984375 \r\n",
"L 29.59375 31.296875 \r\n",
"Q 39.15625 29.25 43.1875 25.515625 \r\n",
"Q 47.21875 21.78125 47.21875 15.09375 \r\n",
"Q 47.21875 7.46875 41.1875 3.015625 \r\n",
"Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
"Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
"Q 10.6875 0.296875 5.421875 2 \r\n",
"L 5.421875 11.28125 \r\n",
"Q 10.40625 8.6875 15.234375 7.390625 \r\n",
"Q 20.0625 6.109375 24.8125 6.109375 \r\n",
"Q 31.15625 6.109375 34.5625 8.28125 \r\n",
"Q 37.984375 10.453125 37.984375 14.40625 \r\n",
"Q 37.984375 18.0625 35.515625 20.015625 \r\n",
"Q 33.0625 21.96875 24.703125 23.78125 \r\n",
"L 21.578125 24.515625 \r\n",
"Q 13.234375 26.265625 9.515625 29.90625 \r\n",
"Q 5.8125 33.546875 5.8125 39.890625 \r\n",
"Q 5.8125 47.609375 11.28125 51.796875 \r\n",
"Q 16.75 56 26.8125 56 \r\n",
"Q 31.78125 56 36.171875 55.265625 \r\n",
"Q 40.578125 54.546875 44.28125 53.078125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-115\"/>\r\n",
" <path id=\"DejaVuSans-32\"/>\r\n",
" <path d=\"M 6.296875 72.90625 \r\n",
"L 16.890625 72.90625 \r\n",
"L 35.015625 45.796875 \r\n",
"L 53.21875 72.90625 \r\n",
"L 63.8125 72.90625 \r\n",
"L 40.375 37.890625 \r\n",
"L 65.375 0 \r\n",
"L 54.78125 0 \r\n",
"L 34.28125 31 \r\n",
"L 13.625 0 \r\n",
"L 2.984375 0 \r\n",
"L 29 38.921875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-88\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(205.110156 268.034687)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-84\"/>\r\n",
" <use x=\"61.083984\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
" <use x=\"124.462891\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" <use x=\"152.246094\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"204.345703\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
" <use x=\"236.132812\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" <use x=\"263.916016\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"316.015625\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
" <use x=\"347.802734\" xlink:href=\"#DejaVuSans-88\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_2\">\r\n",
" <g id=\"ytick_1\">\r\n",
" <g id=\"line2d_7\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L -3.5 0 \r\n",
"\" id=\"m92c81a483a\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"58.523438\" xlink:href=\"#m92c81a483a\" y=\"229.891424\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_8\">\r\n",
" <!-- −1.00 -->\r\n",
" <defs>\r\n",
" <path d=\"M 10.59375 35.5 \r\n",
"L 73.1875 35.5 \r\n",
"L 73.1875 27.203125 \r\n",
"L 10.59375 27.203125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-8722\"/>\r\n",
" <path d=\"M 10.6875 12.40625 \r\n",
"L 21 12.40625 \r\n",
"L 21 0 \r\n",
"L 10.6875 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-46\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(20.878125 233.690643)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
" <use x=\"83.789062\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"179.199219\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"242.822266\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_2\">\r\n",
" <g id=\"line2d_8\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"58.523438\" xlink:href=\"#m92c81a483a\" y=\"205.180216\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_9\">\r\n",
" <!-- −0.75 -->\r\n",
" <defs>\r\n",
" <path d=\"M 8.203125 72.90625 \r\n",
"L 55.078125 72.90625 \r\n",
"L 55.078125 68.703125 \r\n",
"L 28.609375 0 \r\n",
"L 18.3125 0 \r\n",
"L 43.21875 64.59375 \r\n",
"L 8.203125 64.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-55\"/>\r\n",
" <path d=\"M 10.796875 72.90625 \r\n",
"L 49.515625 72.90625 \r\n",
"L 49.515625 64.59375 \r\n",
"L 19.828125 64.59375 \r\n",
"L 19.828125 46.734375 \r\n",
"Q 21.96875 47.46875 24.109375 47.828125 \r\n",
"Q 26.265625 48.1875 28.421875 48.1875 \r\n",
"Q 40.625 48.1875 47.75 41.5 \r\n",
"Q 54.890625 34.8125 54.890625 23.390625 \r\n",
"Q 54.890625 11.625 47.5625 5.09375 \r\n",
"Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
"Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
"Q 12.796875 0.140625 7.71875 1.703125 \r\n",
"L 7.71875 11.625 \r\n",
"Q 12.109375 9.234375 16.796875 8.0625 \r\n",
"Q 21.484375 6.890625 26.703125 6.890625 \r\n",
"Q 35.15625 6.890625 40.078125 11.328125 \r\n",
"Q 45.015625 15.765625 45.015625 23.390625 \r\n",
"Q 45.015625 31 40.078125 35.4375 \r\n",
"Q 35.15625 39.890625 26.703125 39.890625 \r\n",
"Q 22.75 39.890625 18.8125 39.015625 \r\n",
"Q 14.890625 38.140625 10.796875 36.28125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-53\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(20.878125 208.979435)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
" <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"179.199219\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
" <use x=\"242.822266\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_3\">\r\n",
" <g id=\"line2d_9\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"58.523438\" xlink:href=\"#m92c81a483a\" y=\"180.469008\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_10\">\r\n",
" <!-- −0.50 -->\r\n",
" <g transform=\"translate(20.878125 184.268227)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
" <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"179.199219\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"242.822266\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_4\">\r\n",
" <g id=\"line2d_10\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"58.523438\" xlink:href=\"#m92c81a483a\" y=\"155.7578\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_11\">\r\n",
" <!-- −0.25 -->\r\n",
" <g transform=\"translate(20.878125 159.557019)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
" <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"179.199219\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"242.822266\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_5\">\r\n",
" <g id=\"line2d_11\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"58.523438\" xlink:href=\"#m92c81a483a\" y=\"131.046593\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_12\">\r\n",
" <!-- 0.00 -->\r\n",
" <g transform=\"translate(29.257813 134.845811)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_6\">\r\n",
" <g id=\"line2d_12\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"58.523438\" xlink:href=\"#m92c81a483a\" y=\"106.335385\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_13\">\r\n",
" <!-- 0.25 -->\r\n",
" <g transform=\"translate(29.257813 110.134604)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_7\">\r\n",
" <g id=\"line2d_13\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"58.523438\" xlink:href=\"#m92c81a483a\" y=\"81.624177\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_14\">\r\n",
" <!-- 0.50 -->\r\n",
" <g transform=\"translate(29.257813 85.423396)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_8\">\r\n",
" <g id=\"line2d_14\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"58.523438\" xlink:href=\"#m92c81a483a\" y=\"56.912969\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_15\">\r\n",
" <!-- 0.75 -->\r\n",
" <g transform=\"translate(29.257813 60.712188)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_9\">\r\n",
" <g id=\"line2d_15\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"58.523438\" xlink:href=\"#m92c81a483a\" y=\"32.201761\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_16\">\r\n",
" <!-- 1.00 -->\r\n",
" <g transform=\"translate(29.257813 36.00098)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_17\">\r\n",
" <!-- This is Y -->\r\n",
" <defs>\r\n",
" <path d=\"M -0.203125 72.90625 \r\n",
"L 10.40625 72.90625 \r\n",
"L 30.609375 42.921875 \r\n",
"L 50.6875 72.90625 \r\n",
"L 61.28125 72.90625 \r\n",
"L 35.5 34.71875 \r\n",
"L 35.5 0 \r\n",
"L 25.59375 0 \r\n",
"L 25.59375 34.71875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-89\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(14.798438 151.480312)rotate(-90)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-84\"/>\r\n",
" <use x=\"61.083984\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
" <use x=\"124.462891\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" <use x=\"152.246094\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"204.345703\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
" <use x=\"236.132812\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" <use x=\"263.916016\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"316.015625\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
" <use x=\"347.802734\" xlink:href=\"#DejaVuSans-89\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"line2d_16\">\r\n",
" <path clip-path=\"url(#pe5eb002fd1)\" d=\"M 73.741619 131.046593 \r\n",
"L 79.953122 111.013915 \r\n",
"L 86.164625 91.812692 \r\n",
"L 92.376128 74.239871 \r\n",
"L 98.58763 59.02481 \r\n",
"L 104.799133 46.799011 \r\n",
"L 111.010636 38.069904 \r\n",
"L 117.222139 33.19979 \r\n",
"L 123.433642 32.390804 \r\n",
"L 129.645144 35.676522 \r\n",
"L 135.856647 42.920571 \r\n",
"L 142.06815 53.822287 \r\n",
"L 148.279653 67.929194 \r\n",
"L 154.491155 84.655786 \r\n",
"L 160.702658 103.307827 \r\n",
"L 166.914161 123.111164 \r\n",
"L 173.125664 143.243861 \r\n",
"L 179.337167 162.87031 \r\n",
"L 185.548669 181.175918 \r\n",
"L 191.760172 197.40091 \r\n",
"L 197.971675 210.871869 \r\n",
"L 204.183178 221.029683 \r\n",
"L 210.394681 227.452752 \r\n",
"L 216.606183 229.874489 \r\n",
"L 222.817686 228.194377 \r\n",
"L 229.029189 222.482151 \r\n",
"L 235.240692 212.974896 \r\n",
"L 241.452194 200.06721 \r\n",
"L 247.663697 184.294826 \r\n",
"L 253.8752 166.312376 \r\n",
"L 260.086703 146.866222 \r\n",
"L 266.298206 126.763475 \r\n",
"L 272.509708 106.838498 \r\n",
"L 278.721211 87.918277 \r\n",
"L 284.932714 70.788095 \r\n",
"L 291.144217 56.15894 \r\n",
"L 297.35572 44.637993 \r\n",
"L 303.567222 36.703432 \r\n",
"L 309.778725 32.684579 \r\n",
"L 315.990228 32.748238 \r\n",
"L 322.201731 36.891766 \r\n",
"L 328.413233 44.943186 \r\n",
"L 334.624736 56.568324 \r\n",
"L 340.836239 71.28468 \r\n",
"L 347.047742 88.481451 \r\n",
"L 353.259245 107.444887 \r\n",
"L 359.470747 127.38791 \r\n",
"L 365.68225 147.482787 \r\n",
"L 371.893753 166.895481 \r\n",
"L 378.105256 184.820268 \r\n",
"\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_17\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 3 \r\n",
"C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
"C 2.683901 1.55874 3 0.795609 3 0 \r\n",
"C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
"C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
"C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
"C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
"C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
"C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
"z\r\n",
"\" id=\"m9c11917bd4\" style=\"stroke:#0000ff;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#pe5eb002fd1)\">\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"73.741619\" xlink:href=\"#m9c11917bd4\" y=\"131.046593\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"79.953122\" xlink:href=\"#m9c11917bd4\" y=\"111.013915\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"86.164625\" xlink:href=\"#m9c11917bd4\" y=\"91.812692\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"92.376128\" xlink:href=\"#m9c11917bd4\" y=\"74.239871\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"98.58763\" xlink:href=\"#m9c11917bd4\" y=\"59.02481\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"104.799133\" xlink:href=\"#m9c11917bd4\" y=\"46.799011\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"111.010636\" xlink:href=\"#m9c11917bd4\" y=\"38.069904\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"117.222139\" xlink:href=\"#m9c11917bd4\" y=\"33.19979\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"123.433642\" xlink:href=\"#m9c11917bd4\" y=\"32.390804\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"129.645144\" xlink:href=\"#m9c11917bd4\" y=\"35.676522\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"135.856647\" xlink:href=\"#m9c11917bd4\" y=\"42.920571\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"142.06815\" xlink:href=\"#m9c11917bd4\" y=\"53.822287\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"148.279653\" xlink:href=\"#m9c11917bd4\" y=\"67.929194\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"154.491155\" xlink:href=\"#m9c11917bd4\" y=\"84.655786\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"160.702658\" xlink:href=\"#m9c11917bd4\" y=\"103.307827\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"166.914161\" xlink:href=\"#m9c11917bd4\" y=\"123.111164\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"173.125664\" xlink:href=\"#m9c11917bd4\" y=\"143.243861\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"179.337167\" xlink:href=\"#m9c11917bd4\" y=\"162.87031\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"185.548669\" xlink:href=\"#m9c11917bd4\" y=\"181.175918\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"191.760172\" xlink:href=\"#m9c11917bd4\" y=\"197.40091\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"197.971675\" xlink:href=\"#m9c11917bd4\" y=\"210.871869\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"204.183178\" xlink:href=\"#m9c11917bd4\" y=\"221.029683\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"210.394681\" xlink:href=\"#m9c11917bd4\" y=\"227.452752\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"216.606183\" xlink:href=\"#m9c11917bd4\" y=\"229.874489\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"222.817686\" xlink:href=\"#m9c11917bd4\" y=\"228.194377\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"229.029189\" xlink:href=\"#m9c11917bd4\" y=\"222.482151\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"235.240692\" xlink:href=\"#m9c11917bd4\" y=\"212.974896\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"241.452194\" xlink:href=\"#m9c11917bd4\" y=\"200.06721\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"247.663697\" xlink:href=\"#m9c11917bd4\" y=\"184.294826\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"253.8752\" xlink:href=\"#m9c11917bd4\" y=\"166.312376\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"260.086703\" xlink:href=\"#m9c11917bd4\" y=\"146.866222\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"266.298206\" xlink:href=\"#m9c11917bd4\" y=\"126.763475\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"272.509708\" xlink:href=\"#m9c11917bd4\" y=\"106.838498\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"278.721211\" xlink:href=\"#m9c11917bd4\" y=\"87.918277\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"284.932714\" xlink:href=\"#m9c11917bd4\" y=\"70.788095\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"291.144217\" xlink:href=\"#m9c11917bd4\" y=\"56.15894\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"297.35572\" xlink:href=\"#m9c11917bd4\" y=\"44.637993\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"303.567222\" xlink:href=\"#m9c11917bd4\" y=\"36.703432\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"309.778725\" xlink:href=\"#m9c11917bd4\" y=\"32.684579\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"315.990228\" xlink:href=\"#m9c11917bd4\" y=\"32.748238\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"322.201731\" xlink:href=\"#m9c11917bd4\" y=\"36.891766\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"328.413233\" xlink:href=\"#m9c11917bd4\" y=\"44.943186\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"334.624736\" xlink:href=\"#m9c11917bd4\" y=\"56.568324\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"340.836239\" xlink:href=\"#m9c11917bd4\" y=\"71.28468\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"347.047742\" xlink:href=\"#m9c11917bd4\" y=\"88.481451\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"353.259245\" xlink:href=\"#m9c11917bd4\" y=\"107.444887\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"359.470747\" xlink:href=\"#m9c11917bd4\" y=\"127.38791\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"365.68225\" xlink:href=\"#m9c11917bd4\" y=\"147.482787\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"371.893753\" xlink:href=\"#m9c11917bd4\" y=\"166.895481\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"378.105256\" xlink:href=\"#m9c11917bd4\" y=\"184.820268\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"line2d_18\">\r\n",
" <path clip-path=\"url(#pe5eb002fd1)\" d=\"M 73.741619 32.201761 \r\n",
"L 79.953122 34.253037 \r\n",
"L 86.164625 40.321724 \r\n",
"L 92.376128 50.155944 \r\n",
"L 98.58763 63.347527 \r\n",
"L 104.799133 79.348956 \r\n",
"L 111.010636 97.496094 \r\n",
"L 117.222139 117.035743 \r\n",
"L 123.433642 137.156913 \r\n",
"L 129.645144 157.024474 \r\n",
"L 135.856647 175.813824 \r\n",
"L 142.06815 192.745112 \r\n",
"L 148.279653 207.115605 \r\n",
"L 154.491155 218.328857 \r\n",
"L 160.702658 225.919463 \r\n",
"L 166.914161 229.572374 \r\n",
"L 173.125664 229.135977 \r\n",
"L 179.337167 224.628384 \r\n",
"L 185.548669 216.236683 \r\n",
"L 191.760172 204.30917 \r\n",
"L 197.971675 189.340898 \r\n",
"L 204.183178 171.953122 \r\n",
"L 210.394681 152.867523 \r\n",
"L 216.606183 132.876247 \r\n",
"L 222.817686 112.809032 \r\n",
"L 229.029189 93.498765 \r\n",
"L 235.240692 75.74692 \r\n",
"L 241.452194 60.290285 \r\n",
"L 247.663697 47.770388 \r\n",
"L 253.8752 38.706866 \r\n",
"L 260.086703 33.4759 \r\n",
"L 266.298206 32.294602 \r\n",
"L 272.509708 35.212002 \r\n",
"L 278.721211 42.107012 \r\n",
"L 284.932714 52.693455 \r\n",
"L 291.144217 66.531942 \r\n",
"L 297.35572 83.048107 \r\n",
"L 303.567222 101.556447 \r\n",
"L 309.778725 121.288775 \r\n",
"L 315.990228 141.4261 \r\n",
"L 322.201731 161.132624 \r\n",
"L 328.413233 179.590429 \r\n",
"L 334.624736 196.033424 \r\n",
"L 340.836239 209.779143 \r\n",
"L 347.047742 220.257071 \r\n",
"L 353.259245 227.032322 \r\n",
"L 359.470747 229.823689 \r\n",
"L 365.68225 228.515317 \r\n",
"L 371.893753 223.161509 \r\n",
"L 378.105256 213.984476 \r\n",
"\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_19\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 3 \r\n",
"C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
"C 2.683901 1.55874 3 0.795609 3 0 \r\n",
"C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
"C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
"C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
"C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
"C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
"C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
"z\r\n",
"\" id=\"me10d51ca5f\" style=\"stroke:#ff0000;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#pe5eb002fd1)\">\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"73.741619\" xlink:href=\"#me10d51ca5f\" y=\"32.201761\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"79.953122\" xlink:href=\"#me10d51ca5f\" y=\"34.253037\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"86.164625\" xlink:href=\"#me10d51ca5f\" y=\"40.321724\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"92.376128\" xlink:href=\"#me10d51ca5f\" y=\"50.155944\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"98.58763\" xlink:href=\"#me10d51ca5f\" y=\"63.347527\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"104.799133\" xlink:href=\"#me10d51ca5f\" y=\"79.348956\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"111.010636\" xlink:href=\"#me10d51ca5f\" y=\"97.496094\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"117.222139\" xlink:href=\"#me10d51ca5f\" y=\"117.035743\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"123.433642\" xlink:href=\"#me10d51ca5f\" y=\"137.156913\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"129.645144\" xlink:href=\"#me10d51ca5f\" y=\"157.024474\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"135.856647\" xlink:href=\"#me10d51ca5f\" y=\"175.813824\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"142.06815\" xlink:href=\"#me10d51ca5f\" y=\"192.745112\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"148.279653\" xlink:href=\"#me10d51ca5f\" y=\"207.115605\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"154.491155\" xlink:href=\"#me10d51ca5f\" y=\"218.328857\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"160.702658\" xlink:href=\"#me10d51ca5f\" y=\"225.919463\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"166.914161\" xlink:href=\"#me10d51ca5f\" y=\"229.572374\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"173.125664\" xlink:href=\"#me10d51ca5f\" y=\"229.135977\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"179.337167\" xlink:href=\"#me10d51ca5f\" y=\"224.628384\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"185.548669\" xlink:href=\"#me10d51ca5f\" y=\"216.236683\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"191.760172\" xlink:href=\"#me10d51ca5f\" y=\"204.30917\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"197.971675\" xlink:href=\"#me10d51ca5f\" y=\"189.340898\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"204.183178\" xlink:href=\"#me10d51ca5f\" y=\"171.953122\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"210.394681\" xlink:href=\"#me10d51ca5f\" y=\"152.867523\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"216.606183\" xlink:href=\"#me10d51ca5f\" y=\"132.876247\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"222.817686\" xlink:href=\"#me10d51ca5f\" y=\"112.809032\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"229.029189\" xlink:href=\"#me10d51ca5f\" y=\"93.498765\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"235.240692\" xlink:href=\"#me10d51ca5f\" y=\"75.74692\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"241.452194\" xlink:href=\"#me10d51ca5f\" y=\"60.290285\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"247.663697\" xlink:href=\"#me10d51ca5f\" y=\"47.770388\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"253.8752\" xlink:href=\"#me10d51ca5f\" y=\"38.706866\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"260.086703\" xlink:href=\"#me10d51ca5f\" y=\"33.4759\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"266.298206\" xlink:href=\"#me10d51ca5f\" y=\"32.294602\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"272.509708\" xlink:href=\"#me10d51ca5f\" y=\"35.212002\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"278.721211\" xlink:href=\"#me10d51ca5f\" y=\"42.107012\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"284.932714\" xlink:href=\"#me10d51ca5f\" y=\"52.693455\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"291.144217\" xlink:href=\"#me10d51ca5f\" y=\"66.531942\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"297.35572\" xlink:href=\"#me10d51ca5f\" y=\"83.048107\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"303.567222\" xlink:href=\"#me10d51ca5f\" y=\"101.556447\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"309.778725\" xlink:href=\"#me10d51ca5f\" y=\"121.288775\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"315.990228\" xlink:href=\"#me10d51ca5f\" y=\"141.4261\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"322.201731\" xlink:href=\"#me10d51ca5f\" y=\"161.132624\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"328.413233\" xlink:href=\"#me10d51ca5f\" y=\"179.590429\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"334.624736\" xlink:href=\"#me10d51ca5f\" y=\"196.033424\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"340.836239\" xlink:href=\"#me10d51ca5f\" y=\"209.779143\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"347.047742\" xlink:href=\"#me10d51ca5f\" y=\"220.257071\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"353.259245\" xlink:href=\"#me10d51ca5f\" y=\"227.032322\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"359.470747\" xlink:href=\"#me10d51ca5f\" y=\"229.823689\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"365.68225\" xlink:href=\"#me10d51ca5f\" y=\"228.515317\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"371.893753\" xlink:href=\"#me10d51ca5f\" y=\"223.161509\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"378.105256\" xlink:href=\"#me10d51ca5f\" y=\"213.984476\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"patch_3\">\r\n",
" <path d=\"M 58.523438 239.758125 \r\n",
"L 58.523438 22.318125 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_4\">\r\n",
" <path d=\"M 393.323438 239.758125 \r\n",
"L 393.323438 22.318125 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_5\">\r\n",
" <path d=\"M 58.523438 239.758125 \r\n",
"L 393.323438 239.758125 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_6\">\r\n",
" <path d=\"M 58.523438 22.318125 \r\n",
"L 393.323438 22.318125 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"text_18\">\r\n",
" <!-- Sin and Cosine plot -->\r\n",
" <defs>\r\n",
" <path d=\"M 53.515625 70.515625 \r\n",
"L 53.515625 60.890625 \r\n",
"Q 47.90625 63.578125 42.921875 64.890625 \r\n",
"Q 37.9375 66.21875 33.296875 66.21875 \r\n",
"Q 25.25 66.21875 20.875 63.09375 \r\n",
"Q 16.5 59.96875 16.5 54.203125 \r\n",
"Q 16.5 49.359375 19.40625 46.890625 \r\n",
"Q 22.3125 44.4375 30.421875 42.921875 \r\n",
"L 36.375 41.703125 \r\n",
"Q 47.40625 39.59375 52.65625 34.296875 \r\n",
"Q 57.90625 29 57.90625 20.125 \r\n",
"Q 57.90625 9.515625 50.796875 4.046875 \r\n",
"Q 43.703125 -1.421875 29.984375 -1.421875 \r\n",
"Q 24.8125 -1.421875 18.96875 -0.25 \r\n",
"Q 13.140625 0.921875 6.890625 3.21875 \r\n",
"L 6.890625 13.375 \r\n",
"Q 12.890625 10.015625 18.65625 8.296875 \r\n",
"Q 24.421875 6.59375 29.984375 6.59375 \r\n",
"Q 38.421875 6.59375 43.015625 9.90625 \r\n",
"Q 47.609375 13.234375 47.609375 19.390625 \r\n",
"Q 47.609375 24.75 44.3125 27.78125 \r\n",
"Q 41.015625 30.8125 33.5 32.328125 \r\n",
"L 27.484375 33.5 \r\n",
"Q 16.453125 35.6875 11.515625 40.375 \r\n",
"Q 6.59375 45.0625 6.59375 53.421875 \r\n",
"Q 6.59375 63.09375 13.40625 68.65625 \r\n",
"Q 20.21875 74.21875 32.171875 74.21875 \r\n",
"Q 37.3125 74.21875 42.625 73.28125 \r\n",
"Q 47.953125 72.359375 53.515625 70.515625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-83\"/>\r\n",
" <path d=\"M 54.890625 33.015625 \r\n",
"L 54.890625 0 \r\n",
"L 45.90625 0 \r\n",
"L 45.90625 32.71875 \r\n",
"Q 45.90625 40.484375 42.875 44.328125 \r\n",
"Q 39.84375 48.1875 33.796875 48.1875 \r\n",
"Q 26.515625 48.1875 22.3125 43.546875 \r\n",
"Q 18.109375 38.921875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.34375 51.125 25.703125 53.5625 \r\n",
"Q 30.078125 56 35.796875 56 \r\n",
"Q 45.21875 56 50.046875 50.171875 \r\n",
"Q 54.890625 44.34375 54.890625 33.015625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-110\"/>\r\n",
" <path d=\"M 34.28125 27.484375 \r\n",
"Q 23.390625 27.484375 19.1875 25 \r\n",
"Q 14.984375 22.515625 14.984375 16.5 \r\n",
"Q 14.984375 11.71875 18.140625 8.90625 \r\n",
"Q 21.296875 6.109375 26.703125 6.109375 \r\n",
"Q 34.1875 6.109375 38.703125 11.40625 \r\n",
"Q 43.21875 16.703125 43.21875 25.484375 \r\n",
"L 43.21875 27.484375 \r\n",
"z\r\n",
"M 52.203125 31.203125 \r\n",
"L 52.203125 0 \r\n",
"L 43.21875 0 \r\n",
"L 43.21875 8.296875 \r\n",
"Q 40.140625 3.328125 35.546875 0.953125 \r\n",
"Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
"Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
"Q 6 8.015625 6 15.921875 \r\n",
"Q 6 25.140625 12.171875 29.828125 \r\n",
"Q 18.359375 34.515625 30.609375 34.515625 \r\n",
"L 43.21875 34.515625 \r\n",
"L 43.21875 35.40625 \r\n",
"Q 43.21875 41.609375 39.140625 45 \r\n",
"Q 35.0625 48.390625 27.6875 48.390625 \r\n",
"Q 23 48.390625 18.546875 47.265625 \r\n",
"Q 14.109375 46.140625 10.015625 43.890625 \r\n",
"L 10.015625 52.203125 \r\n",
"Q 14.9375 54.109375 19.578125 55.046875 \r\n",
"Q 24.21875 56 28.609375 56 \r\n",
"Q 40.484375 56 46.34375 49.84375 \r\n",
"Q 52.203125 43.703125 52.203125 31.203125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-97\"/>\r\n",
" <path d=\"M 45.40625 46.390625 \r\n",
"L 45.40625 75.984375 \r\n",
"L 54.390625 75.984375 \r\n",
"L 54.390625 0 \r\n",
"L 45.40625 0 \r\n",
"L 45.40625 8.203125 \r\n",
"Q 42.578125 3.328125 38.25 0.953125 \r\n",
"Q 33.9375 -1.421875 27.875 -1.421875 \r\n",
"Q 17.96875 -1.421875 11.734375 6.484375 \r\n",
"Q 5.515625 14.40625 5.515625 27.296875 \r\n",
"Q 5.515625 40.1875 11.734375 48.09375 \r\n",
"Q 17.96875 56 27.875 56 \r\n",
"Q 33.9375 56 38.25 53.625 \r\n",
"Q 42.578125 51.265625 45.40625 46.390625 \r\n",
"z\r\n",
"M 14.796875 27.296875 \r\n",
"Q 14.796875 17.390625 18.875 11.75 \r\n",
"Q 22.953125 6.109375 30.078125 6.109375 \r\n",
"Q 37.203125 6.109375 41.296875 11.75 \r\n",
"Q 45.40625 17.390625 45.40625 27.296875 \r\n",
"Q 45.40625 37.203125 41.296875 42.84375 \r\n",
"Q 37.203125 48.484375 30.078125 48.484375 \r\n",
"Q 22.953125 48.484375 18.875 42.84375 \r\n",
"Q 14.796875 37.203125 14.796875 27.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-100\"/>\r\n",
" <path d=\"M 64.40625 67.28125 \r\n",
"L 64.40625 56.890625 \r\n",
"Q 59.421875 61.53125 53.78125 63.8125 \r\n",
"Q 48.140625 66.109375 41.796875 66.109375 \r\n",
"Q 29.296875 66.109375 22.65625 58.46875 \r\n",
"Q 16.015625 50.828125 16.015625 36.375 \r\n",
"Q 16.015625 21.96875 22.65625 14.328125 \r\n",
"Q 29.296875 6.6875 41.796875 6.6875 \r\n",
"Q 48.140625 6.6875 53.78125 8.984375 \r\n",
"Q 59.421875 11.28125 64.40625 15.921875 \r\n",
"L 64.40625 5.609375 \r\n",
"Q 59.234375 2.09375 53.4375 0.328125 \r\n",
"Q 47.65625 -1.421875 41.21875 -1.421875 \r\n",
"Q 24.65625 -1.421875 15.125 8.703125 \r\n",
"Q 5.609375 18.84375 5.609375 36.375 \r\n",
"Q 5.609375 53.953125 15.125 64.078125 \r\n",
"Q 24.65625 74.21875 41.21875 74.21875 \r\n",
"Q 47.75 74.21875 53.53125 72.484375 \r\n",
"Q 59.328125 70.75 64.40625 67.28125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-67\"/>\r\n",
" <path d=\"M 30.609375 48.390625 \r\n",
"Q 23.390625 48.390625 19.1875 42.75 \r\n",
"Q 14.984375 37.109375 14.984375 27.296875 \r\n",
"Q 14.984375 17.484375 19.15625 11.84375 \r\n",
"Q 23.34375 6.203125 30.609375 6.203125 \r\n",
"Q 37.796875 6.203125 41.984375 11.859375 \r\n",
"Q 46.1875 17.53125 46.1875 27.296875 \r\n",
"Q 46.1875 37.015625 41.984375 42.703125 \r\n",
"Q 37.796875 48.390625 30.609375 48.390625 \r\n",
"z\r\n",
"M 30.609375 56 \r\n",
"Q 42.328125 56 49.015625 48.375 \r\n",
"Q 55.71875 40.765625 55.71875 27.296875 \r\n",
"Q 55.71875 13.875 49.015625 6.21875 \r\n",
"Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
"Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
"Q 5.515625 13.875 5.515625 27.296875 \r\n",
"Q 5.515625 40.765625 12.171875 48.375 \r\n",
"Q 18.84375 56 30.609375 56 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-111\"/>\r\n",
" <path d=\"M 56.203125 29.59375 \r\n",
"L 56.203125 25.203125 \r\n",
"L 14.890625 25.203125 \r\n",
"Q 15.484375 15.921875 20.484375 11.0625 \r\n",
"Q 25.484375 6.203125 34.421875 6.203125 \r\n",
"Q 39.59375 6.203125 44.453125 7.46875 \r\n",
"Q 49.3125 8.734375 54.109375 11.28125 \r\n",
"L 54.109375 2.78125 \r\n",
"Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
"Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
"Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
"Q 5.515625 13.8125 5.515625 26.8125 \r\n",
"Q 5.515625 40.234375 12.765625 48.109375 \r\n",
"Q 20.015625 56 32.328125 56 \r\n",
"Q 43.359375 56 49.78125 48.890625 \r\n",
"Q 56.203125 41.796875 56.203125 29.59375 \r\n",
"z\r\n",
"M 47.21875 32.234375 \r\n",
"Q 47.125 39.59375 43.09375 43.984375 \r\n",
"Q 39.0625 48.390625 32.421875 48.390625 \r\n",
"Q 24.90625 48.390625 20.390625 44.140625 \r\n",
"Q 15.875 39.890625 15.1875 32.171875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-101\"/>\r\n",
" <path d=\"M 18.109375 8.203125 \r\n",
"L 18.109375 -20.796875 \r\n",
"L 9.078125 -20.796875 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.390625 \r\n",
"Q 20.953125 51.265625 25.265625 53.625 \r\n",
"Q 29.59375 56 35.59375 56 \r\n",
"Q 45.5625 56 51.78125 48.09375 \r\n",
"Q 58.015625 40.1875 58.015625 27.296875 \r\n",
"Q 58.015625 14.40625 51.78125 6.484375 \r\n",
"Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
"Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
"Q 20.953125 3.328125 18.109375 8.203125 \r\n",
"z\r\n",
"M 48.6875 27.296875 \r\n",
"Q 48.6875 37.203125 44.609375 42.84375 \r\n",
"Q 40.53125 48.484375 33.40625 48.484375 \r\n",
"Q 26.265625 48.484375 22.1875 42.84375 \r\n",
"Q 18.109375 37.203125 18.109375 27.296875 \r\n",
"Q 18.109375 17.390625 22.1875 11.75 \r\n",
"Q 26.265625 6.109375 33.40625 6.109375 \r\n",
"Q 40.53125 6.109375 44.609375 11.75 \r\n",
"Q 48.6875 17.390625 48.6875 27.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-112\"/>\r\n",
" <path d=\"M 9.421875 75.984375 \r\n",
"L 18.40625 75.984375 \r\n",
"L 18.40625 0 \r\n",
"L 9.421875 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-108\"/>\r\n",
" <path d=\"M 18.3125 70.21875 \r\n",
"L 18.3125 54.6875 \r\n",
"L 36.8125 54.6875 \r\n",
"L 36.8125 47.703125 \r\n",
"L 18.3125 47.703125 \r\n",
"L 18.3125 18.015625 \r\n",
"Q 18.3125 11.328125 20.140625 9.421875 \r\n",
"Q 21.96875 7.515625 27.59375 7.515625 \r\n",
"L 36.8125 7.515625 \r\n",
"L 36.8125 0 \r\n",
"L 27.59375 0 \r\n",
"Q 17.1875 0 13.234375 3.875 \r\n",
"Q 9.28125 7.765625 9.28125 18.015625 \r\n",
"L 9.28125 47.703125 \r\n",
"L 2.6875 47.703125 \r\n",
"L 2.6875 54.6875 \r\n",
"L 9.28125 54.6875 \r\n",
"L 9.28125 70.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-116\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(167.98875 16.318125)scale(0.12 -0.12)\">\r\n",
" <use xlink:href=\"#DejaVuSans-83\"/>\r\n",
" <use x=\"63.476562\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" <use x=\"91.259766\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" <use x=\"154.638672\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
" <use x=\"186.425781\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"247.705078\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" <use x=\"311.083984\" xlink:href=\"#DejaVuSans-100\"/>\r\n",
" <use x=\"374.560547\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
" <use x=\"406.347656\" xlink:href=\"#DejaVuSans-67\"/>\r\n",
" <use x=\"476.171875\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
" <use x=\"537.353516\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"589.453125\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" <use x=\"617.236328\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" <use x=\"680.615234\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"742.138672\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
" <use x=\"773.925781\" xlink:href=\"#DejaVuSans-112\"/>\r\n",
" <use x=\"837.402344\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"865.185547\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
" <use x=\"926.367188\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <defs>\r\n",
" <clipPath id=\"pe5eb002fd1\">\r\n",
" <rect height=\"217.44\" width=\"334.8\" x=\"58.523438\" y=\"22.318125\"/>\r\n",
" </clipPath>\r\n",
" </defs>\r\n",
"</svg>\r\n"
],
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Rapid multiplot\n",
"cosines = np.cos(x)\n",
"plt.plot(x, sines, \"-b\", x, sines, \"ob\", x, cosines, \"-r\", x, cosines, \"or\")\n",
"plt.xlabel(\"This is X\")\n",
"plt.ylabel(\"This is Y\")\n",
"plt.title(\"Sin and Cosine plot\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"image/svg+xml": [
"<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
"<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
" \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
"<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
"<svg height=\"248.518125pt\" version=\"1.1\" viewBox=\"0 0 386.845313 248.518125\" width=\"386.845313pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
" <defs>\r\n",
" <style type=\"text/css\">\r\n",
"*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
" </style>\r\n",
" </defs>\r\n",
" <g id=\"figure_1\">\r\n",
" <g id=\"patch_1\">\r\n",
" <path d=\"M 0 248.518125 \r\n",
"L 386.845313 248.518125 \r\n",
"L 386.845313 0 \r\n",
"L 0 0 \r\n",
"z\r\n",
"\" style=\"fill:none;\"/>\r\n",
" </g>\r\n",
" <g id=\"axes_1\">\r\n",
" <g id=\"patch_2\">\r\n",
" <path d=\"M 44.845313 224.64 \r\n",
"L 379.645313 224.64 \r\n",
"L 379.645313 7.2 \r\n",
"L 44.845313 7.2 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;\"/>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_1\">\r\n",
" <g id=\"xtick_1\">\r\n",
" <g id=\"line2d_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L 0 3.5 \r\n",
"\" id=\"m6f61da868f\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"60.063494\" xlink:href=\"#m6f61da868f\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_1\">\r\n",
" <!-- 0 -->\r\n",
" <defs>\r\n",
" <path d=\"M 31.78125 66.40625 \r\n",
"Q 24.171875 66.40625 20.328125 58.90625 \r\n",
"Q 16.5 51.421875 16.5 36.375 \r\n",
"Q 16.5 21.390625 20.328125 13.890625 \r\n",
"Q 24.171875 6.390625 31.78125 6.390625 \r\n",
"Q 39.453125 6.390625 43.28125 13.890625 \r\n",
"Q 47.125 21.390625 47.125 36.375 \r\n",
"Q 47.125 51.421875 43.28125 58.90625 \r\n",
"Q 39.453125 66.40625 31.78125 66.40625 \r\n",
"z\r\n",
"M 31.78125 74.21875 \r\n",
"Q 44.046875 74.21875 50.515625 64.515625 \r\n",
"Q 56.984375 54.828125 56.984375 36.375 \r\n",
"Q 56.984375 17.96875 50.515625 8.265625 \r\n",
"Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
"Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
"Q 6.59375 17.96875 6.59375 36.375 \r\n",
"Q 6.59375 54.828125 13.0625 64.515625 \r\n",
"Q 19.53125 74.21875 31.78125 74.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-48\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(56.882244 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_2\">\r\n",
" <g id=\"line2d_2\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"120.936222\" xlink:href=\"#m6f61da868f\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_2\">\r\n",
" <!-- 2 -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.1875 8.296875 \r\n",
"L 53.609375 8.296875 \r\n",
"L 53.609375 0 \r\n",
"L 7.328125 0 \r\n",
"L 7.328125 8.296875 \r\n",
"Q 12.9375 14.109375 22.625 23.890625 \r\n",
"Q 32.328125 33.6875 34.8125 36.53125 \r\n",
"Q 39.546875 41.84375 41.421875 45.53125 \r\n",
"Q 43.3125 49.21875 43.3125 52.78125 \r\n",
"Q 43.3125 58.59375 39.234375 62.25 \r\n",
"Q 35.15625 65.921875 28.609375 65.921875 \r\n",
"Q 23.96875 65.921875 18.8125 64.3125 \r\n",
"Q 13.671875 62.703125 7.8125 59.421875 \r\n",
"L 7.8125 69.390625 \r\n",
"Q 13.765625 71.78125 18.9375 73 \r\n",
"Q 24.125 74.21875 28.421875 74.21875 \r\n",
"Q 39.75 74.21875 46.484375 68.546875 \r\n",
"Q 53.21875 62.890625 53.21875 53.421875 \r\n",
"Q 53.21875 48.921875 51.53125 44.890625 \r\n",
"Q 49.859375 40.875 45.40625 35.40625 \r\n",
"Q 44.1875 33.984375 37.640625 27.21875 \r\n",
"Q 31.109375 20.453125 19.1875 8.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-50\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(117.754972 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_3\">\r\n",
" <g id=\"line2d_3\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"181.808949\" xlink:href=\"#m6f61da868f\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_3\">\r\n",
" <!-- 4 -->\r\n",
" <defs>\r\n",
" <path d=\"M 37.796875 64.3125 \r\n",
"L 12.890625 25.390625 \r\n",
"L 37.796875 25.390625 \r\n",
"z\r\n",
"M 35.203125 72.90625 \r\n",
"L 47.609375 72.90625 \r\n",
"L 47.609375 25.390625 \r\n",
"L 58.015625 25.390625 \r\n",
"L 58.015625 17.1875 \r\n",
"L 47.609375 17.1875 \r\n",
"L 47.609375 0 \r\n",
"L 37.796875 0 \r\n",
"L 37.796875 17.1875 \r\n",
"L 4.890625 17.1875 \r\n",
"L 4.890625 26.703125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-52\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(178.627699 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_4\">\r\n",
" <g id=\"line2d_4\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"242.681676\" xlink:href=\"#m6f61da868f\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_4\">\r\n",
" <!-- 6 -->\r\n",
" <defs>\r\n",
" <path d=\"M 33.015625 40.375 \r\n",
"Q 26.375 40.375 22.484375 35.828125 \r\n",
"Q 18.609375 31.296875 18.609375 23.390625 \r\n",
"Q 18.609375 15.53125 22.484375 10.953125 \r\n",
"Q 26.375 6.390625 33.015625 6.390625 \r\n",
"Q 39.65625 6.390625 43.53125 10.953125 \r\n",
"Q 47.40625 15.53125 47.40625 23.390625 \r\n",
"Q 47.40625 31.296875 43.53125 35.828125 \r\n",
"Q 39.65625 40.375 33.015625 40.375 \r\n",
"z\r\n",
"M 52.59375 71.296875 \r\n",
"L 52.59375 62.3125 \r\n",
"Q 48.875 64.0625 45.09375 64.984375 \r\n",
"Q 41.3125 65.921875 37.59375 65.921875 \r\n",
"Q 27.828125 65.921875 22.671875 59.328125 \r\n",
"Q 17.53125 52.734375 16.796875 39.40625 \r\n",
"Q 19.671875 43.65625 24.015625 45.921875 \r\n",
"Q 28.375 48.1875 33.59375 48.1875 \r\n",
"Q 44.578125 48.1875 50.953125 41.515625 \r\n",
"Q 57.328125 34.859375 57.328125 23.390625 \r\n",
"Q 57.328125 12.15625 50.6875 5.359375 \r\n",
"Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
"Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
"Q 6.984375 17.96875 6.984375 36.375 \r\n",
"Q 6.984375 53.65625 15.1875 63.9375 \r\n",
"Q 23.390625 74.21875 37.203125 74.21875 \r\n",
"Q 40.921875 74.21875 44.703125 73.484375 \r\n",
"Q 48.484375 72.75 52.59375 71.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-54\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(239.500426 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_5\">\r\n",
" <g id=\"line2d_5\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"303.554403\" xlink:href=\"#m6f61da868f\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_5\">\r\n",
" <!-- 8 -->\r\n",
" <defs>\r\n",
" <path d=\"M 31.78125 34.625 \r\n",
"Q 24.75 34.625 20.71875 30.859375 \r\n",
"Q 16.703125 27.09375 16.703125 20.515625 \r\n",
"Q 16.703125 13.921875 20.71875 10.15625 \r\n",
"Q 24.75 6.390625 31.78125 6.390625 \r\n",
"Q 38.8125 6.390625 42.859375 10.171875 \r\n",
"Q 46.921875 13.96875 46.921875 20.515625 \r\n",
"Q 46.921875 27.09375 42.890625 30.859375 \r\n",
"Q 38.875 34.625 31.78125 34.625 \r\n",
"z\r\n",
"M 21.921875 38.8125 \r\n",
"Q 15.578125 40.375 12.03125 44.71875 \r\n",
"Q 8.5 49.078125 8.5 55.328125 \r\n",
"Q 8.5 64.0625 14.71875 69.140625 \r\n",
"Q 20.953125 74.21875 31.78125 74.21875 \r\n",
"Q 42.671875 74.21875 48.875 69.140625 \r\n",
"Q 55.078125 64.0625 55.078125 55.328125 \r\n",
"Q 55.078125 49.078125 51.53125 44.71875 \r\n",
"Q 48 40.375 41.703125 38.8125 \r\n",
"Q 48.828125 37.15625 52.796875 32.3125 \r\n",
"Q 56.78125 27.484375 56.78125 20.515625 \r\n",
"Q 56.78125 9.90625 50.3125 4.234375 \r\n",
"Q 43.84375 -1.421875 31.78125 -1.421875 \r\n",
"Q 19.734375 -1.421875 13.25 4.234375 \r\n",
"Q 6.78125 9.90625 6.78125 20.515625 \r\n",
"Q 6.78125 27.484375 10.78125 32.3125 \r\n",
"Q 14.796875 37.15625 21.921875 38.8125 \r\n",
"z\r\n",
"M 18.3125 54.390625 \r\n",
"Q 18.3125 48.734375 21.84375 45.5625 \r\n",
"Q 25.390625 42.390625 31.78125 42.390625 \r\n",
"Q 38.140625 42.390625 41.71875 45.5625 \r\n",
"Q 45.3125 48.734375 45.3125 54.390625 \r\n",
"Q 45.3125 60.0625 41.71875 63.234375 \r\n",
"Q 38.140625 66.40625 31.78125 66.40625 \r\n",
"Q 25.390625 66.40625 21.84375 63.234375 \r\n",
"Q 18.3125 60.0625 18.3125 54.390625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-56\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(300.373153 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-56\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_6\">\r\n",
" <g id=\"line2d_6\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"364.427131\" xlink:href=\"#m6f61da868f\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_6\">\r\n",
" <!-- 10 -->\r\n",
" <defs>\r\n",
" <path d=\"M 12.40625 8.296875 \r\n",
"L 28.515625 8.296875 \r\n",
"L 28.515625 63.921875 \r\n",
"L 10.984375 60.40625 \r\n",
"L 10.984375 69.390625 \r\n",
"L 28.421875 72.90625 \r\n",
"L 38.28125 72.90625 \r\n",
"L 38.28125 8.296875 \r\n",
"L 54.390625 8.296875 \r\n",
"L 54.390625 0 \r\n",
"L 12.40625 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-49\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(358.064631 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_2\">\r\n",
" <g id=\"ytick_1\">\r\n",
" <g id=\"line2d_7\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L -3.5 0 \r\n",
"\" id=\"mef765e1401\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mef765e1401\" y=\"214.773299\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_7\">\r\n",
" <!-- −1.00 -->\r\n",
" <defs>\r\n",
" <path d=\"M 10.59375 35.5 \r\n",
"L 73.1875 35.5 \r\n",
"L 73.1875 27.203125 \r\n",
"L 10.59375 27.203125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-8722\"/>\r\n",
" <path d=\"M 10.6875 12.40625 \r\n",
"L 21 12.40625 \r\n",
"L 21 0 \r\n",
"L 10.6875 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-46\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(7.2 218.572518)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
" <use x=\"83.789062\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"179.199219\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"242.822266\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_2\">\r\n",
" <g id=\"line2d_8\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mef765e1401\" y=\"190.062091\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_8\">\r\n",
" <!-- −0.75 -->\r\n",
" <defs>\r\n",
" <path d=\"M 8.203125 72.90625 \r\n",
"L 55.078125 72.90625 \r\n",
"L 55.078125 68.703125 \r\n",
"L 28.609375 0 \r\n",
"L 18.3125 0 \r\n",
"L 43.21875 64.59375 \r\n",
"L 8.203125 64.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-55\"/>\r\n",
" <path d=\"M 10.796875 72.90625 \r\n",
"L 49.515625 72.90625 \r\n",
"L 49.515625 64.59375 \r\n",
"L 19.828125 64.59375 \r\n",
"L 19.828125 46.734375 \r\n",
"Q 21.96875 47.46875 24.109375 47.828125 \r\n",
"Q 26.265625 48.1875 28.421875 48.1875 \r\n",
"Q 40.625 48.1875 47.75 41.5 \r\n",
"Q 54.890625 34.8125 54.890625 23.390625 \r\n",
"Q 54.890625 11.625 47.5625 5.09375 \r\n",
"Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
"Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
"Q 12.796875 0.140625 7.71875 1.703125 \r\n",
"L 7.71875 11.625 \r\n",
"Q 12.109375 9.234375 16.796875 8.0625 \r\n",
"Q 21.484375 6.890625 26.703125 6.890625 \r\n",
"Q 35.15625 6.890625 40.078125 11.328125 \r\n",
"Q 45.015625 15.765625 45.015625 23.390625 \r\n",
"Q 45.015625 31 40.078125 35.4375 \r\n",
"Q 35.15625 39.890625 26.703125 39.890625 \r\n",
"Q 22.75 39.890625 18.8125 39.015625 \r\n",
"Q 14.890625 38.140625 10.796875 36.28125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-53\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(7.2 193.86131)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
" <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"179.199219\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
" <use x=\"242.822266\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_3\">\r\n",
" <g id=\"line2d_9\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mef765e1401\" y=\"165.350883\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_9\">\r\n",
" <!-- −0.50 -->\r\n",
" <g transform=\"translate(7.2 169.150102)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
" <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"179.199219\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"242.822266\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_4\">\r\n",
" <g id=\"line2d_10\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mef765e1401\" y=\"140.639675\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_10\">\r\n",
" <!-- −0.25 -->\r\n",
" <g transform=\"translate(7.2 144.438894)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
" <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"179.199219\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"242.822266\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_5\">\r\n",
" <g id=\"line2d_11\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mef765e1401\" y=\"115.928468\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_11\">\r\n",
" <!-- 0.00 -->\r\n",
" <g transform=\"translate(15.579688 119.727686)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_6\">\r\n",
" <g id=\"line2d_12\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mef765e1401\" y=\"91.21726\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_12\">\r\n",
" <!-- 0.25 -->\r\n",
" <g transform=\"translate(15.579688 95.016479)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_7\">\r\n",
" <g id=\"line2d_13\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mef765e1401\" y=\"66.506052\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_13\">\r\n",
" <!-- 0.50 -->\r\n",
" <g transform=\"translate(15.579688 70.305271)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_8\">\r\n",
" <g id=\"line2d_14\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mef765e1401\" y=\"41.794844\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_14\">\r\n",
" <!-- 0.75 -->\r\n",
" <g transform=\"translate(15.579688 45.594063)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_9\">\r\n",
" <g id=\"line2d_15\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.845313\" xlink:href=\"#mef765e1401\" y=\"17.083636\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_15\">\r\n",
" <!-- 1.00 -->\r\n",
" <g transform=\"translate(15.579688 20.882855)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"line2d_16\">\r\n",
" <path clip-path=\"url(#p710867172d)\" d=\"M 60.063494 115.928468 \r\n",
"L 66.274997 95.89579 \r\n",
"L 72.4865 76.694567 \r\n",
"L 78.698003 59.121746 \r\n",
"L 84.909505 43.906685 \r\n",
"L 91.121008 31.680886 \r\n",
"L 97.332511 22.951779 \r\n",
"L 103.544014 18.081665 \r\n",
"L 109.755517 17.272679 \r\n",
"L 115.967019 20.558397 \r\n",
"L 122.178522 27.802446 \r\n",
"L 128.390025 38.704162 \r\n",
"L 134.601528 52.811069 \r\n",
"L 140.81303 69.537661 \r\n",
"L 147.024533 88.189702 \r\n",
"L 153.236036 107.993039 \r\n",
"L 159.447539 128.125736 \r\n",
"L 165.659042 147.752185 \r\n",
"L 171.870544 166.057793 \r\n",
"L 178.082047 182.282785 \r\n",
"L 184.29355 195.753744 \r\n",
"L 190.505053 205.911558 \r\n",
"L 196.716556 212.334627 \r\n",
"L 202.928058 214.756364 \r\n",
"L 209.139561 213.076252 \r\n",
"L 215.351064 207.364026 \r\n",
"L 221.562567 197.856771 \r\n",
"L 227.774069 184.949085 \r\n",
"L 233.985572 169.176701 \r\n",
"L 240.197075 151.194251 \r\n",
"L 246.408578 131.748097 \r\n",
"L 252.620081 111.64535 \r\n",
"L 258.831583 91.720373 \r\n",
"L 265.043086 72.800152 \r\n",
"L 271.254589 55.66997 \r\n",
"L 277.466092 41.040815 \r\n",
"L 283.677595 29.519868 \r\n",
"L 289.889097 21.585307 \r\n",
"L 296.1006 17.566454 \r\n",
"L 302.312103 17.630113 \r\n",
"L 308.523606 21.773641 \r\n",
"L 314.735108 29.825061 \r\n",
"L 320.946611 41.450199 \r\n",
"L 327.158114 56.166555 \r\n",
"L 333.369617 73.363326 \r\n",
"L 339.58112 92.326762 \r\n",
"L 345.792622 112.269785 \r\n",
"L 352.004125 132.364662 \r\n",
"L 358.215628 151.777356 \r\n",
"L 364.427131 169.702143 \r\n",
"\" style=\"fill:none;stroke:#0000ff;stroke-dasharray:7.4,3.2;stroke-dashoffset:0;stroke-width:2;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_17\">\r\n",
" <path clip-path=\"url(#p710867172d)\" d=\"M 60.063494 17.083636 \r\n",
"L 66.274997 19.134912 \r\n",
"L 72.4865 25.203599 \r\n",
"L 78.698003 35.037819 \r\n",
"L 84.909505 48.229402 \r\n",
"L 91.121008 64.230831 \r\n",
"L 97.332511 82.377969 \r\n",
"L 103.544014 101.917618 \r\n",
"L 109.755517 122.038788 \r\n",
"L 115.967019 141.906349 \r\n",
"L 122.178522 160.695699 \r\n",
"L 128.390025 177.626987 \r\n",
"L 134.601528 191.99748 \r\n",
"L 140.81303 203.210732 \r\n",
"L 147.024533 210.801338 \r\n",
"L 153.236036 214.454249 \r\n",
"L 159.447539 214.017852 \r\n",
"L 165.659042 209.510259 \r\n",
"L 171.870544 201.118558 \r\n",
"L 178.082047 189.191045 \r\n",
"L 184.29355 174.222773 \r\n",
"L 190.505053 156.834997 \r\n",
"L 196.716556 137.749398 \r\n",
"L 202.928058 117.758122 \r\n",
"L 209.139561 97.690907 \r\n",
"L 215.351064 78.38064 \r\n",
"L 221.562567 60.628795 \r\n",
"L 227.774069 45.17216 \r\n",
"L 233.985572 32.652263 \r\n",
"L 240.197075 23.588741 \r\n",
"L 246.408578 18.357775 \r\n",
"L 252.620081 17.176477 \r\n",
"L 258.831583 20.093877 \r\n",
"L 265.043086 26.988887 \r\n",
"L 271.254589 37.57533 \r\n",
"L 277.466092 51.413817 \r\n",
"L 283.677595 67.929982 \r\n",
"L 289.889097 86.438322 \r\n",
"L 296.1006 106.17065 \r\n",
"L 302.312103 126.307975 \r\n",
"L 308.523606 146.014499 \r\n",
"L 314.735108 164.472304 \r\n",
"L 320.946611 180.915299 \r\n",
"L 327.158114 194.661018 \r\n",
"L 333.369617 205.138946 \r\n",
"L 339.58112 211.914197 \r\n",
"L 345.792622 214.705564 \r\n",
"L 352.004125 213.397192 \r\n",
"L 358.215628 208.043384 \r\n",
"L 364.427131 198.866351 \r\n",
"\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:2;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_3\">\r\n",
" <path d=\"M 44.845313 224.64 \r\n",
"L 44.845313 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_4\">\r\n",
" <path d=\"M 379.645313 224.64 \r\n",
"L 379.645313 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_5\">\r\n",
" <path d=\"M 44.845313 224.64 \r\n",
"L 379.645313 224.64 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_6\">\r\n",
" <path d=\"M 44.845313 7.2 \r\n",
"L 379.645313 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"legend_1\">\r\n",
" <g id=\"patch_7\">\r\n",
" <path d=\"M 51.845313 219.64 \r\n",
"L 121.334375 219.64 \r\n",
"Q 123.334375 219.64 123.334375 217.64 \r\n",
"L 123.334375 189.28375 \r\n",
"Q 123.334375 187.28375 121.334375 187.28375 \r\n",
"L 51.845313 187.28375 \r\n",
"Q 49.845313 187.28375 49.845313 189.28375 \r\n",
"L 49.845313 217.64 \r\n",
"Q 49.845313 219.64 51.845313 219.64 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_18\">\r\n",
" <path d=\"M 53.845313 195.382187 \r\n",
"L 73.845313 195.382187 \r\n",
"\" style=\"fill:none;stroke:#0000ff;stroke-dasharray:7.4,3.2;stroke-dashoffset:0;stroke-width:2;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_19\"/>\r\n",
" <g id=\"text_16\">\r\n",
" <!-- sinus -->\r\n",
" <defs>\r\n",
" <path d=\"M 44.28125 53.078125 \r\n",
"L 44.28125 44.578125 \r\n",
"Q 40.484375 46.53125 36.375 47.5 \r\n",
"Q 32.28125 48.484375 27.875 48.484375 \r\n",
"Q 21.1875 48.484375 17.84375 46.4375 \r\n",
"Q 14.5 44.390625 14.5 40.28125 \r\n",
"Q 14.5 37.15625 16.890625 35.375 \r\n",
"Q 19.28125 33.59375 26.515625 31.984375 \r\n",
"L 29.59375 31.296875 \r\n",
"Q 39.15625 29.25 43.1875 25.515625 \r\n",
"Q 47.21875 21.78125 47.21875 15.09375 \r\n",
"Q 47.21875 7.46875 41.1875 3.015625 \r\n",
"Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
"Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
"Q 10.6875 0.296875 5.421875 2 \r\n",
"L 5.421875 11.28125 \r\n",
"Q 10.40625 8.6875 15.234375 7.390625 \r\n",
"Q 20.0625 6.109375 24.8125 6.109375 \r\n",
"Q 31.15625 6.109375 34.5625 8.28125 \r\n",
"Q 37.984375 10.453125 37.984375 14.40625 \r\n",
"Q 37.984375 18.0625 35.515625 20.015625 \r\n",
"Q 33.0625 21.96875 24.703125 23.78125 \r\n",
"L 21.578125 24.515625 \r\n",
"Q 13.234375 26.265625 9.515625 29.90625 \r\n",
"Q 5.8125 33.546875 5.8125 39.890625 \r\n",
"Q 5.8125 47.609375 11.28125 51.796875 \r\n",
"Q 16.75 56 26.8125 56 \r\n",
"Q 31.78125 56 36.171875 55.265625 \r\n",
"Q 40.578125 54.546875 44.28125 53.078125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-115\"/>\r\n",
" <path d=\"M 9.421875 54.6875 \r\n",
"L 18.40625 54.6875 \r\n",
"L 18.40625 0 \r\n",
"L 9.421875 0 \r\n",
"z\r\n",
"M 9.421875 75.984375 \r\n",
"L 18.40625 75.984375 \r\n",
"L 18.40625 64.59375 \r\n",
"L 9.421875 64.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-105\"/>\r\n",
" <path d=\"M 54.890625 33.015625 \r\n",
"L 54.890625 0 \r\n",
"L 45.90625 0 \r\n",
"L 45.90625 32.71875 \r\n",
"Q 45.90625 40.484375 42.875 44.328125 \r\n",
"Q 39.84375 48.1875 33.796875 48.1875 \r\n",
"Q 26.515625 48.1875 22.3125 43.546875 \r\n",
"Q 18.109375 38.921875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.34375 51.125 25.703125 53.5625 \r\n",
"Q 30.078125 56 35.796875 56 \r\n",
"Q 45.21875 56 50.046875 50.171875 \r\n",
"Q 54.890625 44.34375 54.890625 33.015625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-110\"/>\r\n",
" <path d=\"M 8.5 21.578125 \r\n",
"L 8.5 54.6875 \r\n",
"L 17.484375 54.6875 \r\n",
"L 17.484375 21.921875 \r\n",
"Q 17.484375 14.15625 20.5 10.265625 \r\n",
"Q 23.53125 6.390625 29.59375 6.390625 \r\n",
"Q 36.859375 6.390625 41.078125 11.03125 \r\n",
"Q 45.3125 15.671875 45.3125 23.6875 \r\n",
"L 45.3125 54.6875 \r\n",
"L 54.296875 54.6875 \r\n",
"L 54.296875 0 \r\n",
"L 45.3125 0 \r\n",
"L 45.3125 8.40625 \r\n",
"Q 42.046875 3.421875 37.71875 1 \r\n",
"Q 33.40625 -1.421875 27.6875 -1.421875 \r\n",
"Q 18.265625 -1.421875 13.375 4.4375 \r\n",
"Q 8.5 10.296875 8.5 21.578125 \r\n",
"z\r\n",
"M 31.109375 56 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-117\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(81.845313 198.882187)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"52.099609\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" <use x=\"79.882812\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" <use x=\"143.261719\" xlink:href=\"#DejaVuSans-117\"/>\r\n",
" <use x=\"206.640625\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"line2d_20\">\r\n",
" <path d=\"M 53.845313 210.060312 \r\n",
"L 73.845313 210.060312 \r\n",
"\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:2;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_21\"/>\r\n",
" <g id=\"text_17\">\r\n",
" <!-- cosinus -->\r\n",
" <defs>\r\n",
" <path d=\"M 48.78125 52.59375 \r\n",
"L 48.78125 44.1875 \r\n",
"Q 44.96875 46.296875 41.140625 47.34375 \r\n",
"Q 37.3125 48.390625 33.40625 48.390625 \r\n",
"Q 24.65625 48.390625 19.8125 42.84375 \r\n",
"Q 14.984375 37.3125 14.984375 27.296875 \r\n",
"Q 14.984375 17.28125 19.8125 11.734375 \r\n",
"Q 24.65625 6.203125 33.40625 6.203125 \r\n",
"Q 37.3125 6.203125 41.140625 7.25 \r\n",
"Q 44.96875 8.296875 48.78125 10.40625 \r\n",
"L 48.78125 2.09375 \r\n",
"Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
"Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
"Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
"Q 5.515625 14.109375 5.515625 27.296875 \r\n",
"Q 5.515625 40.671875 12.859375 48.328125 \r\n",
"Q 20.21875 56 33.015625 56 \r\n",
"Q 37.15625 56 41.109375 55.140625 \r\n",
"Q 45.0625 54.296875 48.78125 52.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-99\"/>\r\n",
" <path d=\"M 30.609375 48.390625 \r\n",
"Q 23.390625 48.390625 19.1875 42.75 \r\n",
"Q 14.984375 37.109375 14.984375 27.296875 \r\n",
"Q 14.984375 17.484375 19.15625 11.84375 \r\n",
"Q 23.34375 6.203125 30.609375 6.203125 \r\n",
"Q 37.796875 6.203125 41.984375 11.859375 \r\n",
"Q 46.1875 17.53125 46.1875 27.296875 \r\n",
"Q 46.1875 37.015625 41.984375 42.703125 \r\n",
"Q 37.796875 48.390625 30.609375 48.390625 \r\n",
"z\r\n",
"M 30.609375 56 \r\n",
"Q 42.328125 56 49.015625 48.375 \r\n",
"Q 55.71875 40.765625 55.71875 27.296875 \r\n",
"Q 55.71875 13.875 49.015625 6.21875 \r\n",
"Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
"Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
"Q 5.515625 13.875 5.515625 27.296875 \r\n",
"Q 5.515625 40.765625 12.171875 48.375 \r\n",
"Q 18.84375 56 30.609375 56 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-111\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(81.845313 213.560312)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-99\"/>\r\n",
" <use x=\"54.980469\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
" <use x=\"116.162109\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"168.261719\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" <use x=\"196.044922\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" <use x=\"259.423828\" xlink:href=\"#DejaVuSans-117\"/>\r\n",
" <use x=\"322.802734\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <defs>\r\n",
" <clipPath id=\"p710867172d\">\r\n",
" <rect height=\"217.44\" width=\"334.8\" x=\"44.845313\" y=\"7.2\"/>\r\n",
" </clipPath>\r\n",
" </defs>\r\n",
"</svg>\r\n"
],
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Step by step\n",
"plt.plot(x, sines, label='sinus', color='blue', linestyle='--', linewidth=2)\n",
"\n",
"plt.plot(x, cosines, label='cosinus', color='red', linestyle='-', linewidth=2)\n",
"plt.legend()\n",
"plt.show()\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Scatter (2D) plots"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"try:\n",
" salary = pd.reat(\"../datasets/salary_table.csv\")\n",
"except:\n",
" url = 'https://raw.githubusercontent.com/neurospin/pystatsml/master/datasets/salary_table.csv'\n",
"\n",
"salary = pd.read_csv(url)\n",
"df = salary"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Simple scatter with colors"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"image/svg+xml": [
"<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
"<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
" \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
"<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
"<svg height=\"248.518125pt\" version=\"1.1\" viewBox=\"0 0 388.0125 248.518125\" width=\"388.0125pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
" <defs>\r\n",
" <style type=\"text/css\">\r\n",
"*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
" </style>\r\n",
" </defs>\r\n",
" <g id=\"figure_1\">\r\n",
" <g id=\"patch_1\">\r\n",
" <path d=\"M 0 248.518125 \r\n",
"L 388.0125 248.518125 \r\n",
"L 388.0125 0 \r\n",
"L 0 0 \r\n",
"z\r\n",
"\" style=\"fill:none;\"/>\r\n",
" </g>\r\n",
" <g id=\"axes_1\">\r\n",
" <g id=\"patch_2\">\r\n",
" <path d=\"M 46.0125 224.64 \r\n",
"L 380.8125 224.64 \r\n",
"L 380.8125 7.2 \r\n",
"L 46.0125 7.2 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;\"/>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 5 \r\n",
"C 1.326016 5 2.597899 4.473168 3.535534 3.535534 \r\n",
"C 4.473168 2.597899 5 1.326016 5 0 \r\n",
"C 5 -1.326016 4.473168 -2.597899 3.535534 -3.535534 \r\n",
"C 2.597899 -4.473168 1.326016 -5 0 -5 \r\n",
"C -1.326016 -5 -2.597899 -4.473168 -3.535534 -3.535534 \r\n",
"C -4.473168 -2.597899 -5 -1.326016 -5 0 \r\n",
"C -5 1.326016 -4.473168 2.597899 -3.535534 3.535534 \r\n",
"C -2.597899 4.473168 -1.326016 5 0 5 \r\n",
"z\r\n",
"\" id=\"C0_0_52ccadc999\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"61.469541\" xlink:href=\"#C0_0_52ccadc999\" y=\"176.585784\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"61.469541\" xlink:href=\"#C0_0_52ccadc999\" y=\"202.497271\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"61.469541\" xlink:href=\"#C0_0_52ccadc999\" y=\"121.461037\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"61.469541\" xlink:href=\"#C0_0_52ccadc999\" y=\"206.210337\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"61.469541\" xlink:href=\"#C0_0_52ccadc999\" y=\"200.680725\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"77.463536\" xlink:href=\"#C0_0_52ccadc999\" y=\"96.657757\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"77.463536\" xlink:href=\"#C0_0_52ccadc999\" y=\"200.623601\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"77.463536\" xlink:href=\"#C0_0_52ccadc999\" y=\"214.756101\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"77.463536\" xlink:href=\"#C0_0_52ccadc999\" y=\"195.790903\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"93.457532\" xlink:href=\"#C0_0_52ccadc999\" y=\"194.442774\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"93.457532\" xlink:href=\"#C0_0_52ccadc999\" y=\"164.029909\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"93.457532\" xlink:href=\"#C0_0_52ccadc999\" y=\"90.956773\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"93.457532\" xlink:href=\"#C0_0_52ccadc999\" y=\"108.905162\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"109.451528\" xlink:href=\"#C0_0_52ccadc999\" y=\"204.679411\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"109.451528\" xlink:href=\"#C0_0_52ccadc999\" y=\"103.615471\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"109.451528\" xlink:href=\"#C0_0_52ccadc999\" y=\"183.954791\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"109.451528\" xlink:href=\"#C0_0_52ccadc999\" y=\"187.919203\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"125.445524\" xlink:href=\"#C0_0_52ccadc999\" y=\"183.794844\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"125.445524\" xlink:href=\"#C0_0_52ccadc999\" y=\"178.859323\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"125.445524\" xlink:href=\"#C0_0_52ccadc999\" y=\"152.719339\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"141.439519\" xlink:href=\"#C0_0_52ccadc999\" y=\"194.180004\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"141.439519\" xlink:href=\"#C0_0_52ccadc999\" y=\"91.173844\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"141.439519\" xlink:href=\"#C0_0_52ccadc999\" y=\"177.008502\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"141.439519\" xlink:href=\"#C0_0_52ccadc999\" y=\"73.671023\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"157.433515\" xlink:href=\"#C0_0_52ccadc999\" y=\"141.145998\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"173.427511\" xlink:href=\"#C0_0_52ccadc999\" y=\"165.994977\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"173.427511\" xlink:href=\"#C0_0_52ccadc999\" y=\"136.279026\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"173.427511\" xlink:href=\"#C0_0_52ccadc999\" y=\"81.668395\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"173.427511\" xlink:href=\"#C0_0_52ccadc999\" y=\"180.333124\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"205.415502\" xlink:href=\"#C0_0_52ccadc999\" y=\"169.833716\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"205.415502\" xlink:href=\"#C0_0_52ccadc999\" y=\"152.98211\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"205.415502\" xlink:href=\"#C0_0_52ccadc999\" y=\"70.357826\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"205.415502\" xlink:href=\"#C0_0_52ccadc999\" y=\"63.434386\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"221.409498\" xlink:href=\"#C0_0_52ccadc999\" y=\"44.811932\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"221.409498\" xlink:href=\"#C0_0_52ccadc999\" y=\"165.332338\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"237.403494\" xlink:href=\"#C0_0_52ccadc999\" y=\"142.242781\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"237.403494\" xlink:href=\"#C0_0_52ccadc999\" y=\"58.978707\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"253.397489\" xlink:href=\"#C0_0_52ccadc999\" y=\"152.433718\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"253.397489\" xlink:href=\"#C0_0_52ccadc999\" y=\"34.3011\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"269.391485\" xlink:href=\"#C0_0_52ccadc999\" y=\"130.0525\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"285.385481\" xlink:href=\"#C0_0_52ccadc999\" y=\"41.670108\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"301.379476\" xlink:href=\"#C0_0_52ccadc999\" y=\"17.083899\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"301.379476\" xlink:href=\"#C0_0_52ccadc999\" y=\"119.895837\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"301.379476\" xlink:href=\"#C0_0_52ccadc999\" y=\"135.376465\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"317.373472\" xlink:href=\"#C0_0_52ccadc999\" y=\"115.680079\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p183b62c168)\">\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"365.355459\" xlink:href=\"#C0_0_52ccadc999\" y=\"114.092029\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_1\">\r\n",
" <g id=\"xtick_1\">\r\n",
" <g id=\"line2d_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L 0 3.5 \r\n",
"\" id=\"m22ab70ee4d\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"85.460534\" xlink:href=\"#m22ab70ee4d\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_1\">\r\n",
" <!-- 2.5 -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.1875 8.296875 \r\n",
"L 53.609375 8.296875 \r\n",
"L 53.609375 0 \r\n",
"L 7.328125 0 \r\n",
"L 7.328125 8.296875 \r\n",
"Q 12.9375 14.109375 22.625 23.890625 \r\n",
"Q 32.328125 33.6875 34.8125 36.53125 \r\n",
"Q 39.546875 41.84375 41.421875 45.53125 \r\n",
"Q 43.3125 49.21875 43.3125 52.78125 \r\n",
"Q 43.3125 58.59375 39.234375 62.25 \r\n",
"Q 35.15625 65.921875 28.609375 65.921875 \r\n",
"Q 23.96875 65.921875 18.8125 64.3125 \r\n",
"Q 13.671875 62.703125 7.8125 59.421875 \r\n",
"L 7.8125 69.390625 \r\n",
"Q 13.765625 71.78125 18.9375 73 \r\n",
"Q 24.125 74.21875 28.421875 74.21875 \r\n",
"Q 39.75 74.21875 46.484375 68.546875 \r\n",
"Q 53.21875 62.890625 53.21875 53.421875 \r\n",
"Q 53.21875 48.921875 51.53125 44.890625 \r\n",
"Q 49.859375 40.875 45.40625 35.40625 \r\n",
"Q 44.1875 33.984375 37.640625 27.21875 \r\n",
"Q 31.109375 20.453125 19.1875 8.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-50\"/>\r\n",
" <path d=\"M 10.6875 12.40625 \r\n",
"L 21 12.40625 \r\n",
"L 21 0 \r\n",
"L 10.6875 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-46\"/>\r\n",
" <path d=\"M 10.796875 72.90625 \r\n",
"L 49.515625 72.90625 \r\n",
"L 49.515625 64.59375 \r\n",
"L 19.828125 64.59375 \r\n",
"L 19.828125 46.734375 \r\n",
"Q 21.96875 47.46875 24.109375 47.828125 \r\n",
"Q 26.265625 48.1875 28.421875 48.1875 \r\n",
"Q 40.625 48.1875 47.75 41.5 \r\n",
"Q 54.890625 34.8125 54.890625 23.390625 \r\n",
"Q 54.890625 11.625 47.5625 5.09375 \r\n",
"Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
"Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
"Q 12.796875 0.140625 7.71875 1.703125 \r\n",
"L 7.71875 11.625 \r\n",
"Q 12.109375 9.234375 16.796875 8.0625 \r\n",
"Q 21.484375 6.890625 26.703125 6.890625 \r\n",
"Q 35.15625 6.890625 40.078125 11.328125 \r\n",
"Q 45.015625 15.765625 45.015625 23.390625 \r\n",
"Q 45.015625 31 40.078125 35.4375 \r\n",
"Q 35.15625 39.890625 26.703125 39.890625 \r\n",
"Q 22.75 39.890625 18.8125 39.015625 \r\n",
"Q 14.890625 38.140625 10.796875 36.28125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-53\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(77.508972 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_2\">\r\n",
" <g id=\"line2d_2\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"125.445524\" xlink:href=\"#m22ab70ee4d\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_2\">\r\n",
" <!-- 5.0 -->\r\n",
" <defs>\r\n",
" <path d=\"M 31.78125 66.40625 \r\n",
"Q 24.171875 66.40625 20.328125 58.90625 \r\n",
"Q 16.5 51.421875 16.5 36.375 \r\n",
"Q 16.5 21.390625 20.328125 13.890625 \r\n",
"Q 24.171875 6.390625 31.78125 6.390625 \r\n",
"Q 39.453125 6.390625 43.28125 13.890625 \r\n",
"Q 47.125 21.390625 47.125 36.375 \r\n",
"Q 47.125 51.421875 43.28125 58.90625 \r\n",
"Q 39.453125 66.40625 31.78125 66.40625 \r\n",
"z\r\n",
"M 31.78125 74.21875 \r\n",
"Q 44.046875 74.21875 50.515625 64.515625 \r\n",
"Q 56.984375 54.828125 56.984375 36.375 \r\n",
"Q 56.984375 17.96875 50.515625 8.265625 \r\n",
"Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
"Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
"Q 6.59375 17.96875 6.59375 36.375 \r\n",
"Q 6.59375 54.828125 13.0625 64.515625 \r\n",
"Q 19.53125 74.21875 31.78125 74.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-48\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(117.493961 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_3\">\r\n",
" <g id=\"line2d_3\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"165.430513\" xlink:href=\"#m22ab70ee4d\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_3\">\r\n",
" <!-- 7.5 -->\r\n",
" <defs>\r\n",
" <path d=\"M 8.203125 72.90625 \r\n",
"L 55.078125 72.90625 \r\n",
"L 55.078125 68.703125 \r\n",
"L 28.609375 0 \r\n",
"L 18.3125 0 \r\n",
"L 43.21875 64.59375 \r\n",
"L 8.203125 64.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-55\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(157.47895 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-55\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_4\">\r\n",
" <g id=\"line2d_4\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"205.415502\" xlink:href=\"#m22ab70ee4d\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_4\">\r\n",
" <!-- 10.0 -->\r\n",
" <defs>\r\n",
" <path d=\"M 12.40625 8.296875 \r\n",
"L 28.515625 8.296875 \r\n",
"L 28.515625 63.921875 \r\n",
"L 10.984375 60.40625 \r\n",
"L 10.984375 69.390625 \r\n",
"L 28.421875 72.90625 \r\n",
"L 38.28125 72.90625 \r\n",
"L 38.28125 8.296875 \r\n",
"L 54.390625 8.296875 \r\n",
"L 54.390625 0 \r\n",
"L 12.40625 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-49\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(194.28269 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_5\">\r\n",
" <g id=\"line2d_5\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"245.400491\" xlink:href=\"#m22ab70ee4d\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_5\">\r\n",
" <!-- 12.5 -->\r\n",
" <g transform=\"translate(234.267679 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_6\">\r\n",
" <g id=\"line2d_6\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"285.385481\" xlink:href=\"#m22ab70ee4d\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_6\">\r\n",
" <!-- 15.0 -->\r\n",
" <g transform=\"translate(274.252668 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_7\">\r\n",
" <g id=\"line2d_7\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"325.37047\" xlink:href=\"#m22ab70ee4d\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_7\">\r\n",
" <!-- 17.5 -->\r\n",
" <g transform=\"translate(314.237657 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_8\">\r\n",
" <g id=\"line2d_8\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"365.355459\" xlink:href=\"#m22ab70ee4d\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_8\">\r\n",
" <!-- 20.0 -->\r\n",
" <g transform=\"translate(354.222647 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_2\">\r\n",
" <g id=\"ytick_1\">\r\n",
" <g id=\"line2d_9\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L -3.5 0 \r\n",
"\" id=\"m0e066b1ec3\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.0125\" xlink:href=\"#m0e066b1ec3\" y=\"220.868379\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_9\">\r\n",
" <!-- 10000 -->\r\n",
" <g transform=\"translate(7.2 224.667597)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_2\">\r\n",
" <g id=\"line2d_10\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.0125\" xlink:href=\"#m0e066b1ec3\" y=\"192.306333\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_10\">\r\n",
" <!-- 12500 -->\r\n",
" <g transform=\"translate(7.2 196.105552)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_3\">\r\n",
" <g id=\"line2d_11\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.0125\" xlink:href=\"#m0e066b1ec3\" y=\"163.744288\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_11\">\r\n",
" <!-- 15000 -->\r\n",
" <g transform=\"translate(7.2 167.543507)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_4\">\r\n",
" <g id=\"line2d_12\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.0125\" xlink:href=\"#m0e066b1ec3\" y=\"135.182243\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_12\">\r\n",
" <!-- 17500 -->\r\n",
" <g transform=\"translate(7.2 138.981462)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_5\">\r\n",
" <g id=\"line2d_13\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.0125\" xlink:href=\"#m0e066b1ec3\" y=\"106.620198\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_13\">\r\n",
" <!-- 20000 -->\r\n",
" <g transform=\"translate(7.2 110.419417)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_6\">\r\n",
" <g id=\"line2d_14\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.0125\" xlink:href=\"#m0e066b1ec3\" y=\"78.058153\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_14\">\r\n",
" <!-- 22500 -->\r\n",
" <g transform=\"translate(7.2 81.857372)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_7\">\r\n",
" <g id=\"line2d_15\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.0125\" xlink:href=\"#m0e066b1ec3\" y=\"49.496108\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_15\">\r\n",
" <!-- 25000 -->\r\n",
" <g transform=\"translate(7.2 53.295327)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_8\">\r\n",
" <g id=\"line2d_16\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.0125\" xlink:href=\"#m0e066b1ec3\" y=\"20.934063\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_16\">\r\n",
" <!-- 27500 -->\r\n",
" <g transform=\"translate(7.2 24.733282)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"patch_3\">\r\n",
" <path d=\"M 46.0125 224.64 \r\n",
"L 46.0125 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_4\">\r\n",
" <path d=\"M 380.8125 224.64 \r\n",
"L 380.8125 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_5\">\r\n",
" <path d=\"M 46.0125 224.64 \r\n",
"L 380.8125 224.64 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_6\">\r\n",
" <path d=\"M 46.0125 7.2 \r\n",
"L 380.8125 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <defs>\r\n",
" <clipPath id=\"p183b62c168\">\r\n",
" <rect height=\"217.44\" width=\"334.8\" x=\"46.0125\" y=\"7.2\"/>\r\n",
" </clipPath>\r\n",
" </defs>\r\n",
"</svg>\r\n"
],
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"colors = colors_edu = {\"Bachelor\": \"r\",'Master':'g', 'Ph.D':'blue'}\n",
"plt.scatter(df['experience'], df['salary'], c=df['education'].apply(lambda x: colors[x]), s=100)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Scatter plot with colors and symbols"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"# list(salary.groupby(['education', 'management']))"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAZEAAAE9CAYAAADK/1/CAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzde3xU1bnw8d8TEkJISCEaauRSqAdQruEmFNR6BbTeDhXQVwWsEqhSyRFUPOpRCxxvSCjgq3hEvJxWUbSofYtIKaJVQIPlokAEBBWlGiFRkpD78/6x94QJJGEymWvm+X4++7Nn1t57Zs1kMs/svdZ6lqgqxhhjjD/iwl0BY4wx0cuCiDHGGL9ZEDHGGOM3CyLGGGP8ZkHEGGOM3yyIGGOM8Vt8uCsQaieffLJ26dIl3NUwxpiosmnTpu9VNf3Y8pgLIl26dCE3Nzfc1TDGmKgiIl/UVW6Xs4wxxvjNgogxxhi/WRAxxhjjNwsixhhj/GZBxBhjjN8siBhjjPGbBRFjTMworyoPdxWaHQsixpiYkF+czylzTyG/OD/cVWlWLIgYY2LCip0rKCgt4PW818NdlWbFgogxJiYs3by01toEhgURY0yzV3CkgE0HNgGQ+00uhaWFYa5R8xFzubOMMc1f1ptZLN++HEUBqKyuJCEugfKqchLiEuiU04n4OOfrTxDG9BzD4ssWh7PKUcvORIwxzc6MYTNon9yekooSCksLKSovoriiGIDiimKKyosoLC2kpKKE9sntmT5sephrHL0siBhjmp3uJ3Vny5QtTBowidYJrevcJyk+iawBWWz97Va6n9Q9xDVsPoIWRESkk4isFZEdIvKpiExzy5eJyGZ32Scim93yLiJyxGvbk16PNVBEtonIbhFZICLilqeJyGoR2eWu2wXr9RhjoktifCKLLlnEzOEzSWmZUmtbSkIKd511FwsvWUjLFi3DVMPmIZhnIpXAdFU9AxgK3CIiPVV1nKpmqmom8CrwmtcxezzbVHWKV/kTQBbQzV1GueUzgTWq2g1Y4943xpgaH+z/gKLyIgDixWkHKaooYsP+DeGsVrMRtCCiqgdU9WP39mFgB9DBs909mxgLvNjQ44hIBpCqqutVVYHngSvdzVcAz7m3n/MqN8YYSipKWLt3LeBcvhrdczRJ8UkArNm7hiMVR8JZvWYhJG0iItIF6A9s9Co+G/hWVXd5lXUVkX+KyDoROdst6wDs99pnP0eD0U9V9QA4QQtoH4TqG2Oi1KrdqyirKiMjJYN1E9ex7KplrJu4joyUDMqqyli1Z1W4qxj1gh5ERCQF57JVtqr+6LXpGmqfhRwAOqtqf+A24E8ikgpIHQ+rjaxDlojkikhufr6lPDAmVnz5w5eM7TWWvKl5DO4wGIDBHQazc+pOxvYayxeFdc74ahpBnCtEQXpwkQTgL8AqVZ3nVR4PfA0MVNX99Rz7DjDD3W+tqp7ull8DnKuqk0Ukz719wL3s9Y6q9mioToMGDVKbY90YYxpHRDap6qBjy4PZO0uAJcAO7wDiuhDY6R1ARCRdRFq4t3+O04D+uXuZ6rCIDHUfczzgSX7zBjDBvT3Bq9wYY0wIBPNy1nDgeuB8r267l7jbrub4BvVzgK0isgVYDkxR1UPutt8CTwO7gT3ASrf8IeAiEdkFXOTeN8YYEyJBvZwViexyljHGNF7IL2cZY4xp/iyIGGOM8ZsFEWOMMX6zIGKMMcZvFkSMMcb4zYKIMaZRyqvKw10FE0EsiBhjfJZfnM8pc08hv9jSBxmHBRFjjM9W7FxBQWkBr+dZcgjjsCBijPHZ0s1La62NsSBijPFJwZECNh3YBEDuN7kUlhaGuUYmEsSHuwLGmMiU9WYWy7cvR92ZFyqrK0mIS6C8qpyEuAQ65XQiPs75ChGEMT3HsPiyxeGssgkDOxMxxtRpxrAZtE9uT0lFCYWlhRSVF1FcUQxAcUUxReVFFJYWUlJRQvvk9kwfNj3MNTbhYEHEGFOn7id1Z8uULUwaMInWCa3r3CcpPomsAVls/e1Wup/UPcQ1NJHAgogxpl6J8YksumQRM4fPJKVlSq1tKQkp3HXWXSy8ZCEtW7QMUw1NuFkQMcac0Af7P6CovAiAeHHaQYoqitiwf0PI61JuYx0jigURY0yDSipKWLt3LeBcvhrdczRJ8UkArNm7hiMVR0JWl/x8OOUUZ20igwURY0yDVu1eRVlVGRkpGaybuI5lVy1j3cR1ZKRkUFZVxqo9q0JWlxUroKAAXrexjhHDgogxpkFf/vAlY3uNJW9qHoM7DAZgcIfB7Jy6k7G9xvJF4Rchq8vSpbXXJvxselxjolB5VXnMNWYXFDiXssrLoWVL+PZbaNs23LWKHTY9rjHNRKwkQczKgrQ0aNfOWTp3hoQEZ1tCAnTqdHRbWhpMnhze+sYqCyLGRJlYSYI4Ywa0bw8lJVBYCEVFUOyMdaS42LlfWOhsb98epttYx7CwIGJMlImVJIjdu8OWLTBpErSue6wjSUnOGcvWrc7+JvQsiBgTRWItCWJiIixaBDNnQkrtsY6kpMBdd8HChU4biQkPS8BoTASzJIiODz5wLl8BxMdDZaVzf0PoxzqaY9iZiDERzJIgOm0ea52xjiQlwejRzhpgzRo4ErqxjqYOFkSMiWCWBBFWrYKyMsjIgHXrYNkyZ52R4ZSvCt1YR1MHCyLGRLhYT4L45Zcwdizk5cFgZ6wjgwfDzp1O+RehG+to6hC0ICIinURkrYjsEJFPRWSaW36/iHwtIpvd5RKvY+4Skd0ikiciI73KR7llu0Vkpld5VxHZKCK7RGSZiDTP/yJjiKwkiKE0bZpz9tGmTe3y1FSnfNq08NTLOIJ5JlIJTFfVM4ChwC0i0tPdlqOqme7yVwB329VAL2AU8H9FpIWItAAeBy4GegLXeD3Ow+5jdQMKgBuD+HqMCZtISoJojLegBRFVPaCqH7u3DwM7gA4NHHIF8JKqlqnqXmA3cKa77FbVz1W1HHgJuEJEBDgfWO4e/xxwZXBejTHhFUlJEI3xFpI2ERHpAvQHNrpFU0Vkq4g8IyLt3LIOwFdeh+13y+orPwkoVNXKY8rrev4sEckVkdx8yyFtolAkJUE0xlvQx4mISArwKpCtqj+KyBPALEDd9WPAbwCp43Cl7kCnDex/fKHqU8BT4CRgbOxrMCbcpg2dxjSOv/ifmpjKsquWhaFGxjiCGkREJAEngPxRVV8DUNVvvbb/D/AX9+5+oJPX4R2Bb9zbdZV/D7QVkXj3bMR7f2OMMSEQzN5ZAiwBdqjqPK/yDK/d/h34xL39BnC1iCSKSFegG/Ah8BHQze2J1RKn8f0NdXLYrwWuco+fADTvjHTGGBNhgnkmMhy4HtgmIpvdsv/E6V2ViXPpaR8wGUBVPxWRl4HtOD27blHVKgARmQqsAloAz6jqp+7j3Qm8JCKzgX/iBC1jjDEhYpNSGRODPBM7GeMrm5TKGANAfr4zQ6B1VDSBYEHEmBizYoUz1ezr1oJoAsCCiDExZunS2mtjmsKCiDExpKAANjlzWpGb60wva0xTWBAxphnLyoK0NGjXzlk6d4aEBGdbQgJ06nR0W1oaTJ4c3vqa6GNBxJgwKK8qD8nzzJgB7ds7EzsVFjqzARY7c1pRXOzcLyx0trdvD9Ob35xWJsgsiBgTYvnF+Zwy9xTyi4PfPap7d9iyBSZNgtZ1z2lFUpJzxrJ1q7O/MY1hQcSYEFuxcwUFpQW8nhea7lGJibBoEcycCSm157QiJQXuugsWLrRxI8Y/FkSMCbGlm5fWWofKBx84l68A4t1cFUVFsKF5z2llgsyCiDEhVHCkgE0HnO5Rud/kUlgamu5RJSWw1pnTiqQkGD3aWQOsWQNHbE4r46egp4I3JpZlvZnF8u3LUXeWgsrqShLiEiivKichLoFOOZ2Ij3P+DQVhTM8xLL5sccDrsWoVlJVBRoYzyHDwYPjoI7jiCjhwwNl+pU3pZvxgZyLGBNGMYTNon9yekooSCksLKSovorjC6R5VXFFMUXkRhaWFlFSU0D65PdOHBad71JdfwtixkJfnBBBw1jt3OuVf2JxWxk+WgNGYICurLGP629NZunkpJRUlx21Pik/ixv438tjIx2jZwlq3TWSyBIzGhElifCKLLlnEzOEzSWnpdo+qdEb8pSSkcNdZd7HwkoUWQExUsiBiTIh8sP8DisqLoPhkmPsvKD6ZoooiNuy37lEmelkQMSYESipKWLvX6R6V8NlYKE0jYdcYANbsXcORCuseZaKTBRFjQmDV7lWUVZWRkZLB6fsfAuCM/Q+TkZJBWVUZq/asCnMNjfGPBRETNqHKHxUJvvzhS8b2GsuGa/PI29YGgJ1b27Dhup2M7TWWLwqte5SJTtY7y4RFfnE+PRb1IG9qHunJ6eGuTtBkZcHy5eD5N6usdG4XF0NyMogcHT0uAmPGwOLADxMxpsmsd5aJKKHOHxUulkXXNHcWRExYhCt/VKhZFl3T3FkQMSEXrvxR4WJZdE1zZrmzTNBFSv6ocDs2i25lpWXRNdHPzkRM0EVK/qhwsiy6prmyIGKCrvtJ3dkyZQuTBkyidULdDQNJ8UlkDchi62+30v2k5tcw4J1Fd906WLbMWWdkOOWrbJiIiVIWRExI1Jk/yhUL+aMsi65proIWRESkk4isFZEdIvKpiExzyx8VkZ0islVE/iwibd3yLiJyREQ2u8uTXo81UES2ichuEVkgIuKWp4nIahHZ5a7bBev1mMCoyR8FxIvTDhIL+aOmTXPOPtq0qV2emuqUT5sWnnoZ01TBPBOpBKar6hnAUOAWEekJrAZ6q2pf4DPgLq9j9qhqprtM8Sp/AsgCurnLKLd8JrBGVbsBa9z7JkJ5549Kik9idM/RJMU7DQPhyB9VHjsD5o0JmqAFEVU9oKofu7cPAzuADqr6tqpWurttADo29DgikgGkqup6dYbXPw945mC7AnjOvf2cV7mJQN75o9ZNXMeyq5axbuK6sOSPys+HU05x1sYY/4WkTUREugD9gY3HbPoNsNLrflcR+aeIrBORs92yDsB+r332u2UAP1XVA+AELaB9gKtuAsiTPypvah6DOzgNA4M7DGbn1NDnj1qxAgoKnKlijTH+C3ruLBFJAdYBc1T1Na/yu4FBwGhVVRFJBFJU9aCIDARWAL2AHsCDqnqhe9zZwB2qepmIFKpqW6/HLFDV49pFRCQL53IYnTt3HviFtWLGvGHDYP16Z/3+++GujTGRLyy5s0QkAXgV+OMxAWQCcClwrXuJClUtU9WD7u1NwB6gO86Zh/clr47AN+7tb93LXZ7LXt/VVQ9VfUpVB6nqoPT05pvsz/imoAA2OQPmyc11clcZY/wTzN5ZAiwBdqjqPK/yUcCdwOWqWuJVni4iLdzbP8dpQP/cvUx1WESGuo85HvBchHgDmODenuBVbkyNrCxIS4N27Zylc2dIcGanJSEBOnU6ui0tDSZPDm99jYkmwUx7Mhy4HtgmIpvdsv8EFgCJwGq3p+4GtyfWOcDvRaQSqAKmqOoh97jfAs8CSThtKJ52lIeAl0XkRuBLYEwQX4+JUjNmwLvvwt69x/fI8mTUBSd3VdeulknXmMaw+URMTCgrc4LD0qVOCpJjJSXBjTfCY49ZIkRj6mLziZiYZpl0jQkOCyImphybSRcsk64xTWFBxMQMy6RrTOBZEDExwzLpGhN4FkSiXHlV9CaACnXuKsuka0zgWe+sKJZfnE+PRT3Im5pHenJ0DaLMz4cePZwvdBv/aUzks95ZzdCKnSsoKC3g9bzoG2NpuauMaR4siESxpZuX1lpHk6VLa6+NMdHJgkiUKjhSwKYDTgKo3G9yKSyNngRQlrvKmOYjmGlPTABlvZnF8u3LUZw2rMrqShLiEiivKichLoFOOZ2Ij3P+nIIwpucYFl+2OJxVrpGVBcuXg6f5rbLSyVlVXn40d5VnzIYIjBkDiyOj6saYE7AzkSgxY9gM2ie3p6SihMLSQorKiyiucBI/FVcUU1ReRGFpISUVJbRPbs/0YZGTAGrGDGjf3hmnUVjoDO7z5KwqLnbuFxY629u3t9xVxkQTCyIRwJduut1P6s6WKVuYNGASrRNa17lPUnwSWQOy2PrbrXQ/qXugq+m37t1hyxaYNAla1111kpKcM5atW539jTHRwYJImOUX53PK3FPILz7xPK2J8YksumQRM4fPJKVl7QRQKQkp3HXWXSy8ZCEtW0ReAijLXWVM82RBJMz86ab7wf4PKCp3EkDFi9OYUFRRxIb9kZ8AynJXGdO8WBAJs8Z20y2pKGHtXicBVFJ8EqN7jiYp3kkAtWbvGo5URG4CKMtdZUzzY0EkjPzpprtq9yrKqsrISMlg3cR1LLtqGesmriMjJYOyqjJW7YncBFCWu8qY5se6+IZQILrpfvnDl4ztNZanL3uaNoltABjcYTA7p+5k0puT+KIwchNAeXJXPf00tHGqXpO7atIky11lTDSy3Fkh9NnBz7j8xcvZW7i3wR5ZLVu0pGvbrrxxzRsR1cvKGBO7LHdWBIjmbrrGGFMXCyIhFmnddEOdjt0Y07xYEAmTSOimm58Pp5zirI0xxh8WRMIgUrrpWjp2Y0xTWRAJg0jppmvp2I0xTWVBJAw83XTzpuYxuIMzT6unm+7YXmND0k3X0rEbYwLBuvjGiLrSsas6WXSTk50U7JaO3RhTH+viG+MsHbsxJhh8CiIi0qKxDywinURkrYjsEJFPRWSaW54mIqtFZJe7bueWi4gsEJHdIrJVRAZ4PdYEd/9dIjLBq3ygiGxzj1kgItLYekY7X7voWjp2Y0ww+HomsltEHhWRno147EpguqqeAQwFbnGPnwmsUdVuwBr3PsDFQDd3yQKeACfoAPcBQ4Azgfs8gcfdJ8vruFGNqF/Ua2wXXUvHbowJNF+DSF/gM+BpEdkgIlkiktrQAap6QFU/dm8fBnYAHYArgOfc3Z4DrnRvXwE8r44NQFsRyQBGAqtV9ZCqFgCrgVHutlRVXa9Ow87zXo8VE/ztomvp2I0xgeJTEFHVw6r6P6o6DLgD58zggIg8JyL/dqLjRaQL0B/YCPxUVQ+4j3sAaO/u1gH4yuuw/W5ZQ+X76yiPGf500bV07MaYQPK5TURELheRPwN/AB4Dfg68Cfz1BMemAK8C2ar6Y0O71lGmfpTXVYcsEckVkdz8ZjI8298uupaO3RgTSL5eztqFc7npUVXtr6rzVPVbVV0OvFXfQSKSgBNA/qiqr7nF37qXonDX37nl+4FOXod3BL45QXnHOsqPo6pPqeogVR2Unp7u0wuONFlZkJYG7do5S+fOkJDgbEtIgE6djm5LS4PJk+t+HE869rw8Jw07HE3HPnaspWM3xjTOCceJuD2z7lbV3zfqgZ2eUs8Bh1Q126v8UeCgqj4kIjOBNFW9Q0R+BUwFLsFpRF+gqme6DeubAE9vrY+Bgap6SEQ+An6Hc5nsr8BCVW3wzChax4l89hlcfjns3dtwj6yWLaFrV3jjDethZYwJHL/HiahqFXCeH885HLgeOF9ENrvLJcBDwEUisgu4yL0PThD4HNgN/A9ws/v8h4BZwEfu8nu3DOC3wNPuMXuAlX7UMypYF11jTCTyacS6iMwBfgIsA4o95Z7eV9EkWs9EvM2aBY88crSHFThddO+4A+69N3z1MsY0X/Wdifg6Pe4wd+19SUuB85taMdN4x3bRray0LrrGmAZUVx/NcRQX2EQlvnbxPa+OxQJIGFgXXWOMz1QhJwfS050eN+npzv0A5kz09UwEt+G7F9DqaP0a19hums67i+7rrzs9qz76CK64Ag4ccLZfGVNDLo0JjWqtpri8mOSWycRJlKQdnD8f7rnH+fUJcOiQc18EsrMbPtZHvo4TeRIYh9MTSoAxwM8CUgPTKNZF15jQUlVyNuSQ/mg6aY+kkf5oOjkbcoj4DOjV1TB79tEA4lFS4jSsVlcH5Gl8bVjfqqp9vdYpwGuqOiIgtQih5tCwbowJnZwNOdzz93soqTj6Zdw6oTVzzp9D9tDA/JoPisOHnUtYlZXHb4uPd0YsH5tErwFNTQXvudJeIiKnAhVAV5+f3RhjolC1VjP73dm1Agg4U1zPencW1RqYX/NBkZwMqfWkOExNrX+sQCP5GkT+IiJtgUdxBvvtA14KSA2aAV/TsRtjoktxeTE/ltWdrenHsh+PCy4RJS7Oaf84NlgkJztjAQLUS8vX3lmzVLVQVV/FaQs5XVVtRAKNT8dujAmPaq3mcNnhRp09JLdMJjWx7l/zqYmptE4IzK/5oMnOhjlznMta8fHOevZsmDYtYE/RYBARkdHHLsCvgAvc2zHP33TsxpjQaErDeJzEcc859xwXLJITkrn3nHsjv5eWpxdWfr7zRZWf79wP4Px9J+rie1kD2xR4rYHtMcE7HftNN4W3LsaY483fOL9Ww/ihI4e45+/3IIhPDePZQ7IRhFnvzuLHsh9JTUzl3nPuZdqQwP2aD7q4uEY1ojeGT72zmpNA9s4qKHAuZZWXO4kPv/0W2rYNyEMbYwKgWqtJfzSdQ0cOHbctLSmN/NvzfT6bqNZqSipKaJ3QOvLPQIKgqWlPbLAhTnLD5cuPDvasrHTSsJeXH03H7pkpUATGjIHFi8NXX2NinS8N4yktffuFHidxPu8bS2ywYSPMmAHt2ztjdQoLnXxVxW46yuJi535hobO9fXuYPj289TUm1kV9w3gU8PWcbJiqjgcKVPUB4BfUnigqJlg6dmOiS9Q3jEcBfwcbVhKjgw0TE2HRIpg58/h2qpQUuOsuWLjQaSMxxoRf9pBs5pw/h7SkNOLj4klLSmP2+bOjq2E8gvnaJuIZbPgIziyD4EwGFbMsHbsx0UHE6YV165BbY7phPFhONE5ksIic4hlsCKQA24BXgJxQVDASWTp2Y6KPp2HcAkhgnejdXAyUA4jIOThT2S4GfgCeCm7VIpd3OvZ162DZMmedkeGUr1oV7hoaY0xonCiItPCaz3wc8JSqvuqmPPm34FYtclk6dmOMcTQ42FBEPgEyVbVSRHYCWar6rmebqvYOUT0DxlLBG2NM4/k72PBFYJ2IfI/TQ+s998H+DeeSljHG+CwqZwc0DWrwr6iqc4DpwLPAWXr0tCUOZ+ChMcacUNTODmhO6IRdfFX1uE6rqvpZcKpjjGmOmpoE0UQuO580xgRVVM8OaE7IgogxJqiienZAc0IWREzssnmNQ8KSIDZvQQsiIvKMiHzndhP2lC0Tkc3usk9ENrvlXUTkiNe2J72OGSgi20Rkt4gsEHGm5BKRNBFZLSK73HW7YL0W0wzZvMYhEzFJEKur4fBhZ20CJph/vWeBUd4FqjpOVTNVNRN4ldozI+7xbFPVKV7lTwBZQDd38TzmTGCNqnYD1rj3jfGNzWscUmFNgqgKOTmQnu7MMZ6e7ty3nmGBoapBW4AuwCd1lAvwFdDtBPtlADu97l8DLHZv5wEZXvvl+VKngQMHqjH6i1+oguqwYeGuSUypqq7Sw2WHtaq6KnRPOm+eauvWzt/bs7RurZqTE7o6NANArtbxnRquNpGzgW9VdZdXWVcR+aeIrBORs92yDsB+r332u2UAP1XVAwDuun2wK22aiYIC2OQmo87NdWYSMyER8iSI1dUwe7aTNdVbSQnMmmWXtgIgXEHkGpzR8B4HgM6q2h+4DfiTiKTinLEcq9HnoCKSJSK5IpKbb9fAY09WlnMZo107Z+nc2ZnPGI7Oa+zZlpYGkyeHt74mcIqL4ce6e4bx44/HBxfTaCEPIiISD4wGlnnKVLVMVQ+6tzcBe4DuOGceHb0O7wh8497+VkQy3MfMAL6r7zlV9SlVHaSqg9LT0wP5ckw4+dq7yuY1jl3JyZBad88wUlPrn6LU+CwcZyIX4rRz1FymEpF0EWnh3v45TgP65+5lqsMiMtTtlTUe8LSEvgFMcG9P8Co3saAxvatsXuPYFRcH99xz/N89ORnuvdfZbpokmF18XwTWAz1EZL+I3Ohuupral7IAzgG2isgWYDkwRY+moP8tziyKu3HOUFa65Q8BF4nILuAi976JFY3tXWXzGseu7GyYM8e5VBkf76xnz4ZpNj1uIDSYCr45slTwzcSwYbB+vbN+/33fj7v4YnjrLee2Z15jgEsugf/3/wJfTxM5qqudS5atW9sZiB/qSwVv76SJPv72rrJ5jQEnl9XhssOxl7MqLs4567QAElD2bprIF6jeVTE+r7FaOnYTBBZETOQLVO+qGJ/X2JOO/dCRQ1RWV9akY//Dxj+Eu2omilmbiIkOZWVOcFi6tO6+/UlJcOON8Nhj1jheh2qtJv3RdA4dOXTctrSkNPJvz7eZBk2DrE3ERDfrXdUklo7dBIsFERNdPvjAuXwFTu8qcO5vOG4CTuPF0rGbYLEgYqKH9a7yW8SkYzfNjn1yTPSI8d5VTRXWdOym2YoPdwWM8Zmnd9XTT0ObNk6Zp3fVpEnNvndVU4kI2UOzuXXIrZRUlNA6oXVUnYFUVFSwf/9+SktLw12VZq1Vq1Z07NiRBE83+hOw3lnGmKiwd+9e2rRpw0knnYQ7wakJMFXl4MGDHD58mK5du9baZr2zTHDYPOUmREpLSy2ABJmIcNJJJzXqbM+CiPGfzVNuQswCSPA19j22IGL8Z/OUmxgjIkz3yogwd+5c7r///pr7Bw4cYMSIEezbt4+kpCQyMzPp168fw4YNIy8vz6/nPPfcc2nMJfh9+/bRu3dvv57LHxZEjP+WLq29Nj6J6gSI1dVw+HD0TCsb4PomJiby2muv8f3339e5/a233mLkyJEAnHbaaWzevJktW7YwYcIE/vu//zsgdQi0Sk8maz9ZEDH+sXnKGy2qEyCqQk4OpKc7SS7T0537kVr3INU3Pj6erKwscnJy6tz+1ltvcfHFFx9X/uOPP9KuXTvAOVM4++yzGTBgAAMGDOCDDz6o2e+RRx6hT58+9OvXj5kzZ9aUv/LKK5x55pl0796d9957D4Cqqipuv/12Bg8eTN++fVm8ePFxz1taWsoNN9xAnz596N+/P2vdcVbPPvssY8aM4bLLLmPEiBH+vyFYF1/jq6wsWL786D9hZYJ59jIAACAASURBVKWTQbe8/GgmXc8IchEYMwbq+FDHMk8CRE+KEU8CRMHpehvR5s93Zgj05C07dMi5L+JM+hRpgljfW265hb59+3LHHXfUKq+qqiIvL4+ePXuyb98+9uzZQ2ZmJocPH6akpISNGzcC0L59e1avXk2rVq3YtWsX11xzDbm5uaxcuZIVK1awceNGWrduzaFDR/OcVVZW8uGHH/LXv/6VBx54gL/97W8sWbKEn/zkJ3z00UeUlZUxfPhwRowYUatN4/HHHwdg27Zt7Ny5kxEjRvDZZ58BsH79erZu3UpaWlqT3g87EzG+sXnKm6Raq5n97uzjclSVVJQw691ZkX1pq7ramQnw2MSXJSUwa1bkXdoKcn1TU1MZP348CxYsqFW+ceNGhgwZUnPfczlrz549zJ8/n6ysLMAZ7zJp0iT69OnDmDFj2L59OwB/+9vfuOGGG2jtTuXr/eU+evRoAAYOHMi+ffsAePvtt3n++efJzMxkyJAhHDx4kF27dtWq0z/+8Q+uv/56AE4//XR+9rOf1QSRiy66qMkBBCyIGF/ZPOVNEtUJEIuL4ce6686PP9adVTmcQlDf7OxslixZQrHnhxSwcuVKRo0aVef+l19+Oe+++y4AOTk5/PSnP2XLli3k5uZS7naTV9V6e0YlJiYC0KJFi5o2DFVl4cKFbN68mc2bN7N3797jLk01dKk0OTnZx1fbMAsixneWSddvUZ0AMTkZUuuuO6mp9f+oCJcQ1DctLY2xY8eyZMmSmrI1a9ZwwQUX1Ln/P/7xD0477TQAfvjhBzIyMoiLi+OFF16gqqoKgBEjRvDMM89Q4gY578tZdRk5ciRPPPEEFRUVAHz22We1ghrAOeecwx//+Mea7V9++SU9evTw4xXXz4KIaTzLpNtoUZ0AMS7OaU849ss3ORnuvTfyppsNUX2nT59e00srPz+fVq1akeoVvDxtIv369eM///M/efrppwG4+eabee655xg6dCifffZZzRnBqFGjuPzyyxk0aBCZmZnMnTu3wee/6aab6NmzJwMGDKB3795Mnjz5uJ5WN998M1VVVfTp04dx48bx7LPP1pzVBIyqxtQycOBANU1QXKyamKgKqklJqmPHOmtwyktKwl3DiFVdXa0563M07eE0jf99vKY9nKY563O0uro63FU7sepq1Zwc1bQ01fh4Z52T45SHyPbt233fOcT1feGFF/TBBx8MymOHQ13vNZCrdXynWu4s0zh//rOTgj0jwxlkOHgwfPQRXHEFHDjgbL/yynDXMqJVa3VUJkAEnEbpkhLnV36Iz0B27NjBGWec0biDwljfaFbXe225s0xgxPg85YEQJ3GktEyJvgACzhdxSkr0fCFHW32jkI0TMY0zbZqzHCs11ZnfwxgTUyw8RzvLomuMCSMLItHMsugac2L2QyuoLIhEM8uia0zD7IdW0AUtiIjIMyLynYh84lV2v4h8LSKb3eUSr213ichuEckTkZFe5aPcst0iMtOrvKuIbBSRXSKyTERib4SbZdE1pmEB/KGlqpx11lmsXLmypuzll1+uGaU+efJk3n//fSZOnEjXrl3JzMzk9NNP54EHHvDr+d555x0uvfTSRh0zceJEli9f7tfz+SuYZyLPAnXlAMhR1Ux3+SuAiPQErgZ6ucf8XxFpISItgMeBi4GewDXuvgAPu4/VDSgAbgzia4k8lkU3dkVbOvZwCuAPLRHhySef5LbbbqO0tJTi4mLuvvvumiSHGzduZOjQoQA8+uijNelInnvuOfbu3dvk5w8Gz2j5pghaEFHVd4GGx+0fdQXwkqqWqepeYDdwprvsVtXPVbUceAm4QpwEM+cDnpD7HNC8BydkZTkprdu1c5bOnZ3suXA0i65nW1oaTJ4c3vpGuKic0yPa0rGHWxB+aPXu3ZvLLruMhx9+mAceeIDx48dz2mmnsWPHDrp3706LFi1q7e+ZZtYzKv33v/89gwcPpnfv3mRlZdXkttq9ezcXXngh/fr1Y8CAAezZsweAoqIirrrqKk4//XSuvfbamv03bdrEL3/5SwYOHMjIkSM5cODAcXVds2YN/fv3p0+fPvzmN7+hrKwMgC5duvD73/+es846i1deeaXJ70lQR4cDXYBPvO7fD+wDtgLPAO3c8kXAdV77LQGucpenvcqvd/c9GSe4eMo7eT9PHfXIAnKB3M6dO/s/jDOc8vJUe/RQbdnSGR1e39KypbNfXl64axyRqqurdd76ebVGjc9bPy86Ro3Pm6faunXtv3fr1s5I7BhwwhHrkyaptmun2rats6SkqCYnO+9TcrJz37OtXTvVrCy/6lFUVKTdu3fX3r17a2lpqaqqPvbYY7pkyRJVVZ0wYYJ26dJF+/Xrp8nJyXrXXXfVHHvw4MGa29ddd52+8cYbqqp65pln6muvvaaqqkeOHNHi4mJdu3atpqam6ldffaVVVVU6dOhQfe+997S8vFx/8Ytf6Hfffaeqqi+99JLecMMNNc/9yiuv6JEjR7Rjx46a534PXH/99Zrjfk5+9rOf6cMPP9zga2zMiPVQN6w/AZwGZAIHgMfc8rpSV6of5XVS1adUdZCqDkpPT29cjSOFZdENCM+cHoeOHKKyurJmTo8/bPxDuKvWsGhLxx4OIZquIDk5mXHjxnH99dfX5KFatWpVrQy+nstZ//rXv1izZk3NxFNr165lyJAh9OnTh7///e98+umnHD58mK+//pp///d/B6BVq1Y16eDPPPNMOnbsSFxcHJmZmezbt4+8vDw++eQTLrroIjIzM5k9ezb79++vVce8vDy6du1Kd/d7YMKECTVZhAHGjRvn12uvS0iDiKp+q6pVqloN/A/O5SqA/ThnEx4dgW8aKP8eaCsi8ceUN2+WRbdJonpOj2hLxx4OIfyhFRcXR5w7Cr6kpITCwkJOPfXU4/ZLSUnh3HPP5R//+AelpaXcfPPNLF++nG3btjFp0iRKS0sbTNfunSzRkwZeVenVq1dNm8u2bdt4++23ax3X0GNC4NLAQ4iDiIhkeN39d8DTc+sN4GoRSRSRrkA34EPgI6Cb2xOrJU7j+xvuqdVanMtdABOA2Onnall0/RLVc3pEWzr2cAnDD621a9dy3nnn1bmtsrKSjRs3ctppp9W0j5x88skUFRXV9KJKTU2lY8eOrFixAoCysrKadPB16dGjB/n5+axfvx5wJrn69NNPa+1z+umns2/fPnbv3g3ACy+8wC9/+cumvdB6BLOL74vAeqCHiOwXkRuBR0Rkm4hsBc4D/gNAVT8FXga2A28Bt7hnLJXAVGAVsAN42d0X4E7gNhHZDZyE047S/JWUgDtPMklJTjLEpCTn/po1cORI+OoW4SJmTg9/eldFWzr2cAvhD626JqO6/fbbyczMpG/fvvTp04fRo0fTtm3bmhkNr7zySgZ7cs/hfMkvWLCAvn37MmzYMP71r3/V+3wtW7Zk+fLl3HnnnfTr14/MzMxa87SDc0ls6dKljBkzhj59+hAXF8eUKVMC+8I96mooac5L1KeCf+01p6EwI0P1ww+dsg8/dO6D6p//HN76Rbh56+dp6zmtlfupWZLnJGvO+hA0TldXO43j3unJ583zPT15BKRjDyefU8GHeLqC/v37a3l5eUAfM9wiuWHdNJVl0W2S7CHZzDl/DmlJacTHxZOWlMbs82czbUgdSSUDbf5852zi0CGorHTW99wDf/CxUV8EsrOd0dcFBc46O9spN0etWgVlZc50BevWOYlB161z7peVOdsD6OOPPybB090+Btl8IiYmhXxOj+pqZ1xHXVOepqU5AcEuSTXI5/lE/vAH53LW009DmzZHy3/80Wl0Hzas7kzUpkZj5hOxVPAmJnnm9AgZX3pXHdsQbPxj0xWElP30CQTLEmpOxHpXmWbKgkhTWZZQ4wvrXWWaKfvkNpWlYze+ys6GOXOcNpD4eGc9e7ZdnzdRzYJIU1k6duMr610V9USE6V7pUubOncv9999fc//AgQOMGDGCffv2ISLce++9Ndu+//57EhISmDp1aqOfd9++ffzpT39qUt2DxYJIU1g6dr9FZRbdQImLcxrR7RJW0AX6c5aYmMhrr73G999/X+f2t956i5EjnemQfv7zn/OXv/ylZtsrr7xCr169/Hpef4JIINK8+8I+xY1h6dibTFXJ2ZBD+qPppD2SRvqj6eRsyDlhrh9jGiNYn7P4+HiysrLIycmpc/tbb73FxRdfDEBSUhJnnHEGniEFy5YtY+zYsTX7vvnmmwwZMoT+/ftz4YUX8u233wKwbt06MjMzyczMpH///hw+fJiZM2fy3nvvkZmZSU5ODlVVVdx+++0MHjyYvn37snjxYsCZyOq8887j//yf/0OfPn2a9Fp9ZV18G2PGDHj3Xdi79/geWZ5soeDk5ena1e8sodGiutp52cnJvv+o9mTR9eSp8mTRFYTsodlBrK2JJcH8nN1yyy307duXO+64o1Z5VVUVeXl59OzZk3379gFw9dVX89JLL3HKKafQokULTj31VL75xskVe9ZZZ7FhwwZEhKeffppHHnmExx57jLlz5/L4448zfPhwioqKaNWqFQ899BBz586tObN56qmn+MlPfsJHH31EWVkZw4cPZ8SIEQB8+OGHfPLJJ3Tt2rVJr9NXdibSGJaOHfB/bqSozqJrokawP2epqamMHz+eBQsW1CrfuHEjQ4YMqVU2atQoVq9ezYsvvnhc+vX9+/czcuRI+vTpw6OPPlqTRHH48OHcdtttLFiwgMLCQuLjj/+t//bbb/P888+TmZnJkCFDOHjwILt27QKc9PGhCiBgQaTxLB2739k7IiqLrk0x22yF4nOWnZ3NkiVLKPa6AlFXIsaWLVsycOBAHnvsMX7961/X2va73/2OqVOnsm3bNhYvXlyT5XfmzJk8/fTTHDlyhKFDh7Jz587jnl9VWbhwYU06+L1799aciQQyzbsvLIj4K0bTsTdlbqSIyKLr72mUiRqh+JylpaUxduxYliw5mjx8zZo1XHDBBcftO336dB5++GFOOumkWuU//PADHTp0AOC5556rKd+zZw99+vThzjvvZNCgQezcuZM2bdpw+PDhmn1GjhzJE088QUVFBQCfffZZrYAWShZE/BHD6dibMjdSnMRxzzn3HPdPnJyQzL3n3BuaHFZNTYJoIl6oPmfTp0+v6aWVn59Pq1atSK0jK0GvXr2YMGHCceX3338/Y8aM4eyzz+bkk0+uKZ8/fz69e/emX79+JCUlcfHFF9O3b1/i4+Pp168fOTk53HTTTfTs2ZMBAwbQu3dvJk+eTGVlZUBeV6PVldq3OS8BSQUfw+nYq6qcDOR1Te+eluZsb0h1dbXmrM+pNcd5zvqc0Mxx3tTKm7DyORW8hv5z9sILL+iDDz4YlMcOh8akgrcsvv5oJllC/eldBc7Vn3vuqX3WkZzsXObK9rHjS8iz6ILTBpKW5pyBHCs+3hn3Y0kQI5bPWXy9hOVz1gw0Jouvvav+mDbNyQbqHUDgaJbQCA8gTW0WmDZNuWjSWiTpEMRVIEmHuPCmtdx6q+8/SDxZdEP6j21JEGNOWD5nMcbe2RjU1GaBP3w4n9XtL0VvPxnubIfefjKr21/Kgg8jvF3BkiAaE3D2XxNjmtK7Co7pgx+nkFgMcRo9Yz0sCaIxAWUj1mNMU+dG8qUPfkgne2osTxLEW291Xmzr1nYG0syVV5XTskXzHbcVbvbfE2Oa2iwQEWM9AsGSIMaE/OJ8Tpl7CvnFNt9PsNh/UIxxmgWUlq1q5/5q2aqce+/VE36nRsRYD2N8tGLnCgpKC3g9r+nz/agqZ511FitXrqwpe/nll2tGqU+ePJn333+fiRMn0rp161qDA6dNm4aI1Jv9tyHPPvtsTb6tSGT/8TFIh85Hz78bkg5CXDkkHUTPvxsd4lvDePaQbOacP4e0pDTi4+JJS0pj9vmzmTbE2hVMZFm6eWmtdVOICE8++SS33XYbpaWlFBcXc/fdd/P4448DTu6soUOHAvBv//ZvvO5OVFddXc3atWtrRqc3lj9BJJQDD61NJMZUazVz3ptNxZmHYNBjUNEaEkqoiFNmv5fGtKG3nvBsQsTJhHrrkFutD76JWAVHCth0wJnvJ/ebXApLC2nbqm2THrN3795cdtllPPzwwxQXFzN+/HhOO+00duzYQffu3WnRogUA11xzDcuWLeO6667jnXfeYfjw4bXOYK688kq++uorSktLmTZtGllZWVRVVXHjjTeSm5uLiPCb3/yGTp06kZuby7XXXktSUhLr169n+/bt3HbbbRQVFXHyySfz7LPPkpGRwbnnnsuwYcN4//33ufzyy2tNnhVMFkRiTK2GcU/vKldjG8Y9ffCNiQRZb2axfPtyFGe8UmV1JQlxCZRXlZMQl0CnnE7ExzlfeYIwpucYFl+2uNHPc9999zFgwABatmxZM1fIsckXu3Xrxuuvv05BQQEvvvgi1113Xa0g8swzz5CWlsaRI0cYPHgwv/71r9m3bx9ff/01n3zyCQCFhYW0bduWRYsWMXfuXAYNGkRFRQW/+93veP3110lPT2fZsmXcfffdPPPMMzXHrFu3zr830E8WRGKMp2H80JFDx22LqoZxY44xY9gM3v3iXfYW7qW8qnabX3HF0R9LLVu0pGvbrkwf5t8v9eTkZMaNG0dKSgqJiYkArFq1iqXHTJE9evRoXnrpJTZu3FgzaZTHggUL+POf/wzAV199xa5du+jRoweff/45v/vd7/jVr35Vk5XXW15eHp988gkXXXQR4MxhkpGRUbP92HTzoRC0axAi8oyIfCcin3iVPSoiO0Vkq4j8WUTauuVdROSIiGx2lye9jhkoIttEZLeILBBxJqQWkTQRWS0iu9x1u2C9lubEGsZNc9X9pO5smbKFSQMm1ftjKCk+iawBWWz97Va6n+T/fD9xcXHEub1QSkpKKCws5NRTT621z9VXX829997LRRddVLMvOLMP/u1vf2P9+vVs2bKF/v37U1paSrt27diyZQvnnnsujz/+ODfddNNxz6uq9OrVqyYF/LZt23j77bdrtoc6DTwEt2H9WWDUMWWrgd6q2hf4DLjLa9seVc10lyle5U8AWUA3d/E85kxgjap2A9a4940PrGHcNFeJ8YksumQRM4fPPO5Sa0pCCneddRcLL1kY0HEja9eu5bzzzjuuvHPnzsyZM4ebb765VvkPP/xAu3btaN26NTt37mSDO33E999/T3V1Nb/+9a+ZNWsWH3/8MUCtNPA9evQgPz+f9evXA1BRUVEzmVW4BO1ylqq+KyJdjil72+vuBuCqhh5DRDKAVFVd795/HrgSWAlcAZzr7voc8A5wZ9NrHj2qtZri8mKSWyY36gwiIhrG/c3+aIwPPtj/AUXlznw/8RJPpVZSVFHEhv2Bn+9n5cqVXHVV3V9lkydPPq5s1KhRPPnkk/Tt25cePXrU9Oj6+uuvueGGG6h200Y8+OCDAEycOJEpU6bUNKwvX76cW2+9lR9++IHKykqys7Pp1atXwF+Xz+pK7RuoBegCfFLPtjeB67z2Kwb+CawDznbLBwF/8zrmbOAv7u3CYx6vwJc6BSQVfJhVV1frvPXzaqW5nrd+XmjSqTdVdbXqvHlO6vX4eGc9b55TbkwDfE0FX1xerImzEpX70aTZSTr2lbGaNDtJuR9NnJWoJeUlAa1X//79tby8PKCPGW6NSQUflp+AInI3UAn80S06AHRW1f7AbcCfRCQVkDoOb3TuehHJEpFcEcnNz4+skav+zNI6f+N87vn7PRw6cojK6koOHTnEPX+/hz9sjPAEiGCTQpmgW7V7FWVVZWSkZLBu4jqWXbWMdRPXkZGSQVlVGav2rAro83388cckJCQE9DGjSciDiIhMAC4FrnWjG6papqoH3dubgD1Ad2A/0NHr8I6AZ9TNt+7lLs9lr+/qe05VfUpVB6nqoPT09EC/JL/4m469VgJEL1GRALGp2R+N8cGXP3zJ2F5jyZuax+AOgwEY3GEwO6fuZGyvsXxR+EWYa9i8hLSLr4iMwmm3+KWqlniVpwOHVLVKRH6O04D+uaoeEpHDIjIU2AiMBxa6h70BTAAectdNz2sQQp4f5J7vU88Pck9+wPpEdQLEpmZ/NMYH04ZOYxrHdxJJTUxl2VXLwlCj5i2YXXxfBNYDPURkv4jcCCwC2gCrj+nKew6wVUS2AMuBKarqGcjwW+BpYDfOGYpnxM5DwEUisgu4yL0fFZrygzyqEyDapFDGNDvB7J11TR3FS+rZ91Xg1Xq25QK96yg/CFzQlDqGS1N+kHvGedzz93tqXdKKinEenkmh6ppb1yaFMiYq2Yj1MPD8ID90/KBxn36QZw/JRhBmvTuLH8t+JDUxlXvPuTc6xnlkZzvX7GbNciJmaqoTQGxSKGOikv30ayJ/elc1dZZWzziP/NvzKbizgPzb88kemo07mD+yeRp98vOhoMBZewKLMRFORGolNpw7dy73339/zf0DBw4wYsQI9u3bR1JSEpmZmfTs2ZMpU6ZQXV3NO++8w6WXXnrC57n//vvp0KEDmZmZdOvWjdGjR7N9+/ZgvKQmsyDiJ397V3lMm6ZcNGktknQI4iqQpENceNNabr3V9x7MngSIEX0Jqz42KZQJAX9+5DUkMTGR1157rd55Qd566y1GjhwJwGmnncbmzZvZunUr27dvZ8WKFY16rv/4j/9g8+bN7Nq1i3HjxnH++ecTaUMUwIKI35o63OEPH85ndftL0dtPhjvbobefzOr2l7LgQxsvYUxTNfVHXn3i4+PJysoiJyenzu1vvfUWF1988XHHDBs2jN27dwNQVFTEVVddxemnn861117rGSzdoHHjxjFixAj+9Kc/Ne0FBIEFET80dbhDrbEennTscRodYz2MiQLBHNN6yy238Mc//pEffvihVnlVVRV5eXn07NmzVnlJSQlr1qyhT58+APzzn/9k/vz5bN++nc8//5z333/fp+cdMGAAO3fubPoLCDALIn4oLobCwrq3FRYeH1yOO96HsR7GGP8Ee0xramoq48ePZ8GCBbXKN27cyJAhQ2ru79mzh8zMTIYPH86vfvWrmjOUM888k44dOxIXF0dmZib79u3z6Xl9OWMJB+ud5YekpPpPi1WhVauGj4+YOT0sCaJphkIxpjU7O5sBAwZwww031JQdOzGVp03kWJ45SABatGjh81S2//znPxk0aFATah0c9s3hhyNHGt5eWtrw9rDP6RGsC8bGRIBQjGlNS0tj7NixLFlydOjbmjVruOCC4Axde/XVV3n77be55pq6ht+FlwURPyQnQ9t6pmpu29a3D2lY5/SwJIimGWtqF3pfTZ8+vaaXVn5+Pq1atSK1vujlg//6r//ijTfeqLmfk5NT08X3f//3f/n73/9OpOT+q6Wu1L7NeQlUKvh586q1ZasydX6+O0vLVmWak9O4lOZV1VV6uOywVlVXBaReJ37CKif9unfFPUtamrPdmAjkayp4VWdmgZyc2jMO5OQEb8aBF154QR988MHgPHgYNCYVvLWJ+EmHzkfP/wbWzoSyNpB4GD3vIXRIB6CBDIrH8Iz1CBlLgmhigGdM6623Oh/p1q2D2+x33XXXBe/BI5wFET9UazVz3ptNxZmHYNBjUNEaEkqoiFNmv5fGtKG3Ru4AwKbmXDEminjGtJrgidBvushWq4uu1zgPiIIuuqG6YGyMiQn2jeGHqE7HDs55/pw5Ts+s+HhnPXu2JUE0xjSaBRE/hL2LblNZEkQTQ8rLw12D5i3Cv+0iV1i76AaKJUE0zVx+PpxyirM2wWHfHn6K6nTsxsSIFSuck+3XAzB5tqpy1llnsXLlypqyl19+uWaU+uTJk3n//feZOHEiXbt2JTMzkwEDBrB+/XoAzj33XHJzc0/4PC1atCAzM5NevXrRr18/5s2bR3Wg0hAHgQWRJorqdOzGNHNLl9ZeN4WI8OSTT3LbbbdRWlpKcXExd999N48//jjg5M4aOnQoAI8++iibN2/moYceYvLkyY16nqSkJDZv3synn37K6tWr+etf/8oDDzzQ9BcQJPbNF26BnvDAGAM4ZyCbNjm3c3PrT5raGL179+ayyy7j4Ycf5oEHHmD8+PGcdtpp7Nixg+7du9OiRYta+59zzjk1KeABXnnlFc4880y6d+/Oe++9d8Lna9++PU899RSLFi2K2ASMFkTCxfJXGRNQWVnOv1K7ds7SuTMkJDjbEhKgU6ej29LSoJEnCDXuu+8+/vSnP7Fy5UruuOMO4Pjkix5vvvlmTQp4gMrKSj788EPmz5/v89nFz3/+c6qrq/nuu+/8q3CQ2WDDcPHkr/Lkq/bkr/L0nDLGNMqMGfDuu7B37/E9soqLj95u2RK6dgWvWW4bJTk5mXHjxpGSklKTkXfVqlUs9bpmdvvttzN79mzS09NrJWkcPXo0AAMHDvQ5BTxEbhp4sDOR8Aj2hAfGxKDu3WHLFpg0qf7EC0lJzhnL1q3O/v6Ki4sjzu3VWFJSQmFhIaeeemrNdk+byOrVq+ndu3dNuSfoNCYF/Oeff06LFi1o3769/xUOIgsi4eBL/ipjTKMlJsKiRTBz5vHpTlJS4K67YOFC52wkUNauXct5550XuAf0kp+fz5QpU5g6dWrE9vy0IBIOoZjwwJgY9sEHUFTk3I53L9oXFcGGDYF/rvraQ3z1zTffcMkll9TcP3LkSE0X3wsvvJARI0Zw3333BaKqQSGRfK0tGAYNGqS+9NUOupyc2m0i4ASX2bOtTcSYOuzYsYMzzjjjhPuVlDgN52VlzuWryy6DN990JpNLTHR6bSUlBa5eAwYMYOPGjSR4WvGbgbreaxHZpKrHTa1oZyLhYvmrjAmKVaucAJKRAevWwbJlzjojwylftSqwz/fxxx83qwDSWEENIiLyjIh8JyKfeJWlichqEdnlrtu55SIiU1WvFwAACW1JREFUC0Rkt4hsFZEBXsdMcPffJSITvMoHisg295gFEqkXDeti+auMCYovv4SxYyEvDwYPdsoGD4adO53yL74Ib/2am2CfiTwLHHuxcCawRlW7AWvc+wAXA93cJQt4ApygA9wHDAHOBO7zBB53nyyv4/y/MBkulr/KmICaNs05+2jTpnZ5aqpTbif7gRXUby5VfRc4dvajK4Dn3NvPAVd6lT/vzsS4AWgrIhnASGC1qh5S1QJgNTDK3ZaqquvdqRuf93osY0wzFGttuOHQ2Pc4HD9/f6qqBwDctafzcwfgK6/99rtlDZXvr6PcGNMMtWrVioMHD1ogCSJV5eDBg7Rq1crnYyJpxHpdjQHqR/nxDyyShXPZi86dO/tbP2NMGHXs2JH9+/eTb3ndg6pVq1Z07NjR5/3DEUS+FZEMVT3gXpLyJITZD3Ty2q8j8I1bfu4x5e+45R3r2P84qvoU8BQ4XXyb/hKMMaGWkJBA165dw10Nc4xwXM56A/D0sJoAvO5VPt7tpTUU+MG93LUKGCEi7dwG9RHAKnfbYREZ6vbKGu/1WMYYY0IgqGciIvIizlnEySKyH6eX1UPAyyJyI/AlMMbd/a/AJcBuoAS4AUBVD4nILOAjd7/fq6qnsf63OD3AkoCV7mKMMSZEbMS6McaYE6pvxHrMBRERyQeOHW50MvB9GKrji0iuG0R2/axu/onkukFk16851+1nqpp+bGHMBZG6iEhuXRE2EkRy3SCy62d1808k1w0iu36xWDcbJm2MMcZvFkSMMcb4zYKI46lwV6ABkVw3iOz6Wd38E8l1g8iuX8zVzdpEjDHG+M3ORIwxxvgtpoKIiIwSkTx3/pGZdWxPFJFl7vaNItIlRPXqJCJrRWSHiHwqIsclqxaRc0XkBxHZ7C7/FYq6eT3/Pnfuls0ictxAm4bmgwlyvXp4vSebReRHEck+Zp+QvXeNmUOnjmPrnDcnyHV7VER2un+zP4tI23qObfDvH8T63S8iX3v97S6p59gG/7eDVLdlXvXaJyKb6zk2qO9dfd8fIfvcqWpMLEALYA/wc6AlsAXoecw+NwNPurevBpaFqG4ZwAD3dhvgszrqdi7wlzC+f/uAkxvYfglOxgABhgIbw/Q3/hdOf/awvHfAOcAA4BOvskeAme7tmcDDdRyXBnzurtu5t9uFoG4jgHj39sN11c2Xv38Q63c/MMOHv3uD/9vBqNsx2x8D/isc71193x+h+tzF0pnImcBuVf1cVcuBl3DmMPHmPdfJcuACNy9XUKnqAVX92L19GNhB9KW1r28+mFC6ANijqmGbu04bN4eOtzrnzQl23VT1bVWtdO9uoHZS05Cq573zhS//20Grm/sdMRZ4MZDP6asGvj9C8rmLpSBS37wkde7j/mP9AJwUktq53Eto/YGNdWz+hYhsEZGVItIrlPXCSbP/tohsEie1/rF8eX+D7Wrq/0cO53tX3xw63iLh/fsN9eefO9HfP5imupfbnqnnkky437uzgW9VdVc920P23h3z/RGSz10sBRFf5h/xeY6SYBCRFOBVIFtVfzxm88c4l2n6AQuBFaGql2u4qg7Amcb4FhE555jt4X7vWgKXA6/UsTnc750vwv3+3Q1UAn+sZ5cT/f2D5QngNCATOIBz2ehYYX3vgGto+CwkJO/dCb4/6j2sjrJGvXexFETqm6+kzn1EJB74Cf6dXjeaiCTgfAD+qKqvHbtdVX9U1SL39l+BBBE5ORR1c5/zG3f9HfBnnEsI3nx5f4PpYuBjVf322A3hfu9w59ABkNpz6HgL2/vnNqZeClyr7oXyY/nw9w8KVf1WVatUtRr4n3qeN5zvXTwwGlhW3z6heO/q+f4IyeculoLIR0A3Eenq/mq9GmcOE2/ec51cBfy9vn+qQHKvqS4BdqjqvHr2OcXTPiMiZ+L87Q4Gu27u8yWLSBvPbZzG2E+O2a2++WBCpd5fg+F871z/v717CZGjisI4/v+GiE8MRILoMkKMuojoKCS6CrMILgLiW0HUKGShEUkgiwQSAoIuVATNIgYZiOAi6k4RZdAYF6IoJhIRHXQjCCJBIXEYZDwu7imm0nYXPZXuyojfD5rpvvW4l+qqOlNVt88dNIZOXd9xc8bdMEmbgV3Aloj4c8A8w3z/42pf/bnanQPqHebYHpcp4LuI+LnfxC62XcP5o5v9blw9Bpbji9KD6HtKT47dWbafcgABXES5HTILfA6s6ahdt1MuIU8AX+frDmAbsC3neRI4Sel58hmwscPttibrPZ5tqLZdvX0CXs1t+w0w2WH7LqEEhZW1svOy7SiB7BfgL8p/eVspz9VmgB/y76qcdxI4VFv2sdz3ZoFHO2rbLOWeeLXfVb0Trwbea/r+O2rf4dyfTlBOilf1ti8//+vYHnfbsny62s9q83a67RrOH53sd/7FupmZtfZ/up1lZmYj5iBiZmatOYiYmVlrDiJmZtaag4iZmbXmIGLWQNKCzs4SPPIMsT31bRl3HWaj5C6+Zg0knY6Iyzqqa0UsJkM0+0/wlYjZEklamWNXXJuf35T0RL4/LekFSV9JmpG0OsuvkfR+JuE7Jmldlk9LelHSR8Dzkh6R9EpOWy3pbUlf5Ou2LN+XyQg/lvSjpO21tj2cyQqPSzrctB6zUXAQMWt2cc/trPsi4g/Kr+CnJd1PGX/htZz/UkoOr5uAo8DeLD8IPBURNwM7gQO1OtYCUxGxo6ful4GXIuIW4C7gUG3aOkoa71uBvZIuyOzEu4FNUZJNPj3EeszOyYrz3QCzZW4uIm7sLYyIDyXdQ0n1sr426W8Wk/G9AbyT2VU3Ake0ODzNhbVljkTEQp+6p4Dra8tcXuVhAt6NiHlgXtKvwJXAJuCtiPgt23iqaT1Rxp4wOycOImYtSJoArgPmKKPC9U3AR8lpNAH83i8YpTMDyieADREx11M3wHytaIFyLIv+abz7rsdsFHw7y6ydZygjyD0AvJ6puKEcU3fn+weBT6OM7fBTXrlU49Gv711hHx9QbpuRyw0KQpUZ4F5JV+T8q1qux2xoDiJmzXqfiTwnaS3wOLAjIo4BnwB7cv4zwA2SvqTcXtqf5Q8BWyVV2VyHGb51OzCZD8q/pWQmHigiTgLPAkezniot+JLWY7YU7uJrNkJddgk2Ww58JWJmZq35SsTMzFrzlYiZmbXmIGJmZq05iJiZWWsOImZm1pqDiJmZteYgYmZmrf0DZAEmmrgMAOAAAAAASUVORK5CYII=\n",
"image/svg+xml": [
"<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
"<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
" \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
"<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
"<svg height=\"316.55625pt\" version=\"1.1\" viewBox=\"0 0 401.690625 316.55625\" width=\"401.690625pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
" <defs>\r\n",
" <style type=\"text/css\">\r\n",
"*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
" </style>\r\n",
" </defs>\r\n",
" <g id=\"figure_1\">\r\n",
" <g id=\"patch_1\">\r\n",
" <path d=\"M 0 316.55625 \r\n",
"L 401.690625 316.55625 \r\n",
"L 401.690625 0 \r\n",
"L 0 0 \r\n",
"z\r\n",
"\" style=\"fill:none;\"/>\r\n",
" </g>\r\n",
" <g id=\"axes_1\">\r\n",
" <g id=\"patch_2\">\r\n",
" <path d=\"M 59.690625 279 \r\n",
"L 394.490625 279 \r\n",
"L 394.490625 7.2 \r\n",
"L 59.690625 7.2 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;\"/>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 3.061862 \r\n",
"C 0.812015 3.061862 1.590882 2.739245 2.165064 2.165064 \r\n",
"C 2.739245 1.590882 3.061862 0.812015 3.061862 0 \r\n",
"C 3.061862 -0.812015 2.739245 -1.590882 2.165064 -2.165064 \r\n",
"C 1.590882 -2.739245 0.812015 -3.061862 0 -3.061862 \r\n",
"C -0.812015 -3.061862 -1.590882 -2.739245 -2.165064 -2.165064 \r\n",
"C -2.739245 -1.590882 -3.061862 -0.812015 -3.061862 0 \r\n",
"C -3.061862 0.812015 -2.739245 1.590882 -2.165064 2.165064 \r\n",
"C -1.590882 2.739245 -0.812015 3.061862 0 3.061862 \r\n",
"z\r\n",
"\" id=\"m080dccf442\" style=\"stroke:#ff0000;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p5447608b67)\">\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"96.430591\" xlink:href=\"#m080dccf442\" y=\"266.645296\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"127.841504\" xlink:href=\"#m080dccf442\" y=\"254.206398\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"159.252418\" xlink:href=\"#m080dccf442\" y=\"241.245687\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"190.663331\" xlink:href=\"#m080dccf442\" y=\"224.15278\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"222.074244\" xlink:href=\"#m080dccf442\" y=\"211.192069\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"237.779701\" xlink:href=\"#m080dccf442\" y=\"205.635464\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"269.190614\" xlink:href=\"#m080dccf442\" y=\"189.713111\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"316.306985\" xlink:href=\"#m080dccf442\" y=\"168.657244\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"379.128811\" xlink:href=\"#m080dccf442\" y=\"142.383246\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_2\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 -6.123724 \r\n",
"L -1.374862 -1.892335 \r\n",
"L -5.824008 -1.892335 \r\n",
"L -2.224573 0.722808 \r\n",
"L -3.599435 4.954197 \r\n",
"L -0 2.339054 \r\n",
"L 3.599435 4.954197 \r\n",
"L 2.224573 0.722808 \r\n",
"L 5.824008 -1.892335 \r\n",
"L 1.374862 -1.892335 \r\n",
"z\r\n",
"\" id=\"m0631162856\" style=\"stroke:#ff0000;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p5447608b67)\">\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"80.725134\" xlink:href=\"#m0631162856\" y=\"219.526977\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"112.136048\" xlink:href=\"#m0631162856\" y=\"204.027715\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"143.546961\" xlink:href=\"#m0631162856\" y=\"190.065687\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"174.957874\" xlink:href=\"#m0631162856\" y=\"175.779289\"/>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"190.663331\" xlink:href=\"#m0631162856\" y=\"169.771386\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_3\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 3.061862 \r\n",
"C 0.812015 3.061862 1.590882 2.739245 2.165064 2.165064 \r\n",
"C 2.739245 1.590882 3.061862 0.812015 3.061862 0 \r\n",
"C 3.061862 -0.812015 2.739245 -1.590882 2.165064 -2.165064 \r\n",
"C 1.590882 -2.739245 0.812015 -3.061862 0 -3.061862 \r\n",
"C -0.812015 -3.061862 -1.590882 -2.739245 -2.165064 -2.165064 \r\n",
"C -2.739245 -1.590882 -3.061862 -0.812015 -3.061862 0 \r\n",
"C -3.061862 0.812015 -2.739245 1.590882 -2.165064 2.165064 \r\n",
"C -1.590882 2.739245 -0.812015 3.061862 0 3.061862 \r\n",
"z\r\n",
"\" id=\"mca4ea32daf\" style=\"stroke:#008000;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p5447608b67)\">\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"80.725134\" xlink:href=\"#mca4ea32daf\" y=\"256.096208\"/>\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"96.430591\" xlink:href=\"#mca4ea32daf\" y=\"249.199812\"/>\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"112.136048\" xlink:href=\"#mca4ea32daf\" y=\"241.570057\"/>\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"127.841504\" xlink:href=\"#mca4ea32daf\" y=\"233.517211\"/>\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"143.546961\" xlink:href=\"#mca4ea32daf\" y=\"228.426007\"/>\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"159.252418\" xlink:href=\"#mca4ea32daf\" y=\"220.04879\"/>\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"190.663331\" xlink:href=\"#mca4ea32daf\" y=\"206.453441\"/>\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"222.074244\" xlink:href=\"#mca4ea32daf\" y=\"190.390058\"/>\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"253.485158\" xlink:href=\"#mca4ea32daf\" y=\"177.133182\"/>\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"284.896071\" xlink:href=\"#mca4ea32daf\" y=\"162.085219\"/>\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"316.306985\" xlink:href=\"#mca4ea32daf\" y=\"149.5476\"/>\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"332.012441\" xlink:href=\"#mca4ea32daf\" y=\"144.343571\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_4\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 -6.123724 \r\n",
"L -1.374862 -1.892335 \r\n",
"L -5.824008 -1.892335 \r\n",
"L -2.224573 0.722808 \r\n",
"L -3.599435 4.954197 \r\n",
"L -0 2.339054 \r\n",
"L 3.599435 4.954197 \r\n",
"L 2.224573 0.722808 \r\n",
"L 5.824008 -1.892335 \r\n",
"L 1.374862 -1.892335 \r\n",
"z\r\n",
"\" id=\"ma04aa7f897\" style=\"stroke:#008000;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p5447608b67)\">\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"96.430591\" xlink:href=\"#ma04aa7f897\" y=\"120.861979\"/>\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"112.136048\" xlink:href=\"#ma04aa7f897\" y=\"113.824552\"/>\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"159.252418\" xlink:href=\"#ma04aa7f897\" y=\"92.486625\"/>\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"222.074244\" xlink:href=\"#ma04aa7f897\" y=\"79.850284\"/>\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"237.779701\" xlink:href=\"#ma04aa7f897\" y=\"56.862298\"/>\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"269.190614\" xlink:href=\"#ma04aa7f897\" y=\"43.887484\"/>\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"316.306985\" xlink:href=\"#ma04aa7f897\" y=\"22.634175\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_5\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 3.061862 \r\n",
"C 0.812015 3.061862 1.590882 2.739245 2.165064 2.165064 \r\n",
"C 2.739245 1.590882 3.061862 0.812015 3.061862 0 \r\n",
"C 3.061862 -0.812015 2.739245 -1.590882 2.165064 -2.165064 \r\n",
"C 1.590882 -2.739245 0.812015 -3.061862 0 -3.061862 \r\n",
"C -0.812015 -3.061862 -1.590882 -2.739245 -2.165064 -2.165064 \r\n",
"C -2.739245 -1.590882 -3.061862 -0.812015 -3.061862 0 \r\n",
"C -3.061862 0.812015 -2.739245 1.590882 -2.165064 2.165064 \r\n",
"C -1.590882 2.739245 -0.812015 3.061862 0 3.061862 \r\n",
"z\r\n",
"\" id=\"mb587149d43\" style=\"stroke:#0000ff;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p5447608b67)\">\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"80.725134\" xlink:href=\"#mb587149d43\" y=\"251.512714\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"80.725134\" xlink:href=\"#mb587149d43\" y=\"249.270327\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"96.430591\" xlink:href=\"#mb587149d43\" y=\"243.234218\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"127.841504\" xlink:href=\"#mb587149d43\" y=\"228.62345\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"143.546961\" xlink:href=\"#mb587149d43\" y=\"222.333485\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_6\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 -6.123724 \r\n",
"L -1.374862 -1.892335 \r\n",
"L -5.824008 -1.892335 \r\n",
"L -2.224573 0.722808 \r\n",
"L -3.599435 4.954197 \r\n",
"L -0 2.339054 \r\n",
"L 3.599435 4.954197 \r\n",
"L 2.224573 0.722808 \r\n",
"L 5.824008 -1.892335 \r\n",
"L 1.374862 -1.892335 \r\n",
"z\r\n",
"\" id=\"m3514c4721d\" style=\"stroke:#0000ff;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p5447608b67)\">\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"80.725134\" xlink:href=\"#m3514c4721d\" y=\"151.479719\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"112.136048\" xlink:href=\"#m3514c4721d\" y=\"135.980457\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"127.841504\" xlink:href=\"#m3514c4721d\" y=\"129.450741\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"159.252418\" xlink:href=\"#m3514c4721d\" y=\"114.09251\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"190.663331\" xlink:href=\"#m3514c4721d\" y=\"102.358766\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"222.074244\" xlink:href=\"#m3514c4721d\" y=\"88.396738\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"253.485158\" xlink:href=\"#m3514c4721d\" y=\"74.350091\"/>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"300.601528\" xlink:href=\"#m3514c4721d\" y=\"52.983957\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_1\">\r\n",
" <g id=\"xtick_1\">\r\n",
" <g id=\"line2d_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L 0 3.5 \r\n",
"\" id=\"me6d9303e19\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"65.019677\" xlink:href=\"#me6d9303e19\" y=\"279\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_1\">\r\n",
" <!-- 0.0 -->\r\n",
" <defs>\r\n",
" <path d=\"M 31.78125 66.40625 \r\n",
"Q 24.171875 66.40625 20.328125 58.90625 \r\n",
"Q 16.5 51.421875 16.5 36.375 \r\n",
"Q 16.5 21.390625 20.328125 13.890625 \r\n",
"Q 24.171875 6.390625 31.78125 6.390625 \r\n",
"Q 39.453125 6.390625 43.28125 13.890625 \r\n",
"Q 47.125 21.390625 47.125 36.375 \r\n",
"Q 47.125 51.421875 43.28125 58.90625 \r\n",
"Q 39.453125 66.40625 31.78125 66.40625 \r\n",
"z\r\n",
"M 31.78125 74.21875 \r\n",
"Q 44.046875 74.21875 50.515625 64.515625 \r\n",
"Q 56.984375 54.828125 56.984375 36.375 \r\n",
"Q 56.984375 17.96875 50.515625 8.265625 \r\n",
"Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
"Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
"Q 6.59375 17.96875 6.59375 36.375 \r\n",
"Q 6.59375 54.828125 13.0625 64.515625 \r\n",
"Q 19.53125 74.21875 31.78125 74.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-48\"/>\r\n",
" <path d=\"M 10.6875 12.40625 \r\n",
"L 21 12.40625 \r\n",
"L 21 0 \r\n",
"L 10.6875 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-46\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(57.068115 293.598437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_2\">\r\n",
" <g id=\"line2d_2\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"104.283319\" xlink:href=\"#me6d9303e19\" y=\"279\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_2\">\r\n",
" <!-- 2.5 -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.1875 8.296875 \r\n",
"L 53.609375 8.296875 \r\n",
"L 53.609375 0 \r\n",
"L 7.328125 0 \r\n",
"L 7.328125 8.296875 \r\n",
"Q 12.9375 14.109375 22.625 23.890625 \r\n",
"Q 32.328125 33.6875 34.8125 36.53125 \r\n",
"Q 39.546875 41.84375 41.421875 45.53125 \r\n",
"Q 43.3125 49.21875 43.3125 52.78125 \r\n",
"Q 43.3125 58.59375 39.234375 62.25 \r\n",
"Q 35.15625 65.921875 28.609375 65.921875 \r\n",
"Q 23.96875 65.921875 18.8125 64.3125 \r\n",
"Q 13.671875 62.703125 7.8125 59.421875 \r\n",
"L 7.8125 69.390625 \r\n",
"Q 13.765625 71.78125 18.9375 73 \r\n",
"Q 24.125 74.21875 28.421875 74.21875 \r\n",
"Q 39.75 74.21875 46.484375 68.546875 \r\n",
"Q 53.21875 62.890625 53.21875 53.421875 \r\n",
"Q 53.21875 48.921875 51.53125 44.890625 \r\n",
"Q 49.859375 40.875 45.40625 35.40625 \r\n",
"Q 44.1875 33.984375 37.640625 27.21875 \r\n",
"Q 31.109375 20.453125 19.1875 8.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-50\"/>\r\n",
" <path d=\"M 10.796875 72.90625 \r\n",
"L 49.515625 72.90625 \r\n",
"L 49.515625 64.59375 \r\n",
"L 19.828125 64.59375 \r\n",
"L 19.828125 46.734375 \r\n",
"Q 21.96875 47.46875 24.109375 47.828125 \r\n",
"Q 26.265625 48.1875 28.421875 48.1875 \r\n",
"Q 40.625 48.1875 47.75 41.5 \r\n",
"Q 54.890625 34.8125 54.890625 23.390625 \r\n",
"Q 54.890625 11.625 47.5625 5.09375 \r\n",
"Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
"Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
"Q 12.796875 0.140625 7.71875 1.703125 \r\n",
"L 7.71875 11.625 \r\n",
"Q 12.109375 9.234375 16.796875 8.0625 \r\n",
"Q 21.484375 6.890625 26.703125 6.890625 \r\n",
"Q 35.15625 6.890625 40.078125 11.328125 \r\n",
"Q 45.015625 15.765625 45.015625 23.390625 \r\n",
"Q 45.015625 31 40.078125 35.4375 \r\n",
"Q 35.15625 39.890625 26.703125 39.890625 \r\n",
"Q 22.75 39.890625 18.8125 39.015625 \r\n",
"Q 14.890625 38.140625 10.796875 36.28125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-53\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(96.331757 293.598437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_3\">\r\n",
" <g id=\"line2d_3\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"143.546961\" xlink:href=\"#me6d9303e19\" y=\"279\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_3\">\r\n",
" <!-- 5.0 -->\r\n",
" <g transform=\"translate(135.595398 293.598437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_4\">\r\n",
" <g id=\"line2d_4\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"182.810603\" xlink:href=\"#me6d9303e19\" y=\"279\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_4\">\r\n",
" <!-- 7.5 -->\r\n",
" <defs>\r\n",
" <path d=\"M 8.203125 72.90625 \r\n",
"L 55.078125 72.90625 \r\n",
"L 55.078125 68.703125 \r\n",
"L 28.609375 0 \r\n",
"L 18.3125 0 \r\n",
"L 43.21875 64.59375 \r\n",
"L 8.203125 64.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-55\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(174.85904 293.598437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-55\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_5\">\r\n",
" <g id=\"line2d_5\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"222.074244\" xlink:href=\"#me6d9303e19\" y=\"279\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_5\">\r\n",
" <!-- 10.0 -->\r\n",
" <defs>\r\n",
" <path d=\"M 12.40625 8.296875 \r\n",
"L 28.515625 8.296875 \r\n",
"L 28.515625 63.921875 \r\n",
"L 10.984375 60.40625 \r\n",
"L 10.984375 69.390625 \r\n",
"L 28.421875 72.90625 \r\n",
"L 38.28125 72.90625 \r\n",
"L 38.28125 8.296875 \r\n",
"L 54.390625 8.296875 \r\n",
"L 54.390625 0 \r\n",
"L 12.40625 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-49\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(210.941432 293.598437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_6\">\r\n",
" <g id=\"line2d_6\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"261.337886\" xlink:href=\"#me6d9303e19\" y=\"279\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_6\">\r\n",
" <!-- 12.5 -->\r\n",
" <g transform=\"translate(250.205074 293.598437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_7\">\r\n",
" <g id=\"line2d_7\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"300.601528\" xlink:href=\"#me6d9303e19\" y=\"279\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_7\">\r\n",
" <!-- 15.0 -->\r\n",
" <g transform=\"translate(289.468715 293.598437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_8\">\r\n",
" <g id=\"line2d_8\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"339.86517\" xlink:href=\"#me6d9303e19\" y=\"279\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_8\">\r\n",
" <!-- 17.5 -->\r\n",
" <g transform=\"translate(328.732357 293.598437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_9\">\r\n",
" <g id=\"line2d_9\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"379.128811\" xlink:href=\"#me6d9303e19\" y=\"279\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_9\">\r\n",
" <!-- 20.0 -->\r\n",
" <g transform=\"translate(367.995999 293.598437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_10\">\r\n",
" <!-- Experience -->\r\n",
" <defs>\r\n",
" <path d=\"M 9.8125 72.90625 \r\n",
"L 55.90625 72.90625 \r\n",
"L 55.90625 64.59375 \r\n",
"L 19.671875 64.59375 \r\n",
"L 19.671875 43.015625 \r\n",
"L 54.390625 43.015625 \r\n",
"L 54.390625 34.71875 \r\n",
"L 19.671875 34.71875 \r\n",
"L 19.671875 8.296875 \r\n",
"L 56.78125 8.296875 \r\n",
"L 56.78125 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-69\"/>\r\n",
" <path d=\"M 54.890625 54.6875 \r\n",
"L 35.109375 28.078125 \r\n",
"L 55.90625 0 \r\n",
"L 45.3125 0 \r\n",
"L 29.390625 21.484375 \r\n",
"L 13.484375 0 \r\n",
"L 2.875 0 \r\n",
"L 24.125 28.609375 \r\n",
"L 4.6875 54.6875 \r\n",
"L 15.28125 54.6875 \r\n",
"L 29.78125 35.203125 \r\n",
"L 44.28125 54.6875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-120\"/>\r\n",
" <path d=\"M 18.109375 8.203125 \r\n",
"L 18.109375 -20.796875 \r\n",
"L 9.078125 -20.796875 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.390625 \r\n",
"Q 20.953125 51.265625 25.265625 53.625 \r\n",
"Q 29.59375 56 35.59375 56 \r\n",
"Q 45.5625 56 51.78125 48.09375 \r\n",
"Q 58.015625 40.1875 58.015625 27.296875 \r\n",
"Q 58.015625 14.40625 51.78125 6.484375 \r\n",
"Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
"Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
"Q 20.953125 3.328125 18.109375 8.203125 \r\n",
"z\r\n",
"M 48.6875 27.296875 \r\n",
"Q 48.6875 37.203125 44.609375 42.84375 \r\n",
"Q 40.53125 48.484375 33.40625 48.484375 \r\n",
"Q 26.265625 48.484375 22.1875 42.84375 \r\n",
"Q 18.109375 37.203125 18.109375 27.296875 \r\n",
"Q 18.109375 17.390625 22.1875 11.75 \r\n",
"Q 26.265625 6.109375 33.40625 6.109375 \r\n",
"Q 40.53125 6.109375 44.609375 11.75 \r\n",
"Q 48.6875 17.390625 48.6875 27.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-112\"/>\r\n",
" <path d=\"M 56.203125 29.59375 \r\n",
"L 56.203125 25.203125 \r\n",
"L 14.890625 25.203125 \r\n",
"Q 15.484375 15.921875 20.484375 11.0625 \r\n",
"Q 25.484375 6.203125 34.421875 6.203125 \r\n",
"Q 39.59375 6.203125 44.453125 7.46875 \r\n",
"Q 49.3125 8.734375 54.109375 11.28125 \r\n",
"L 54.109375 2.78125 \r\n",
"Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
"Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
"Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
"Q 5.515625 13.8125 5.515625 26.8125 \r\n",
"Q 5.515625 40.234375 12.765625 48.109375 \r\n",
"Q 20.015625 56 32.328125 56 \r\n",
"Q 43.359375 56 49.78125 48.890625 \r\n",
"Q 56.203125 41.796875 56.203125 29.59375 \r\n",
"z\r\n",
"M 47.21875 32.234375 \r\n",
"Q 47.125 39.59375 43.09375 43.984375 \r\n",
"Q 39.0625 48.390625 32.421875 48.390625 \r\n",
"Q 24.90625 48.390625 20.390625 44.140625 \r\n",
"Q 15.875 39.890625 15.1875 32.171875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-101\"/>\r\n",
" <path d=\"M 41.109375 46.296875 \r\n",
"Q 39.59375 47.171875 37.8125 47.578125 \r\n",
"Q 36.03125 48 33.890625 48 \r\n",
"Q 26.265625 48 22.1875 43.046875 \r\n",
"Q 18.109375 38.09375 18.109375 28.8125 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 20.953125 51.171875 25.484375 53.578125 \r\n",
"Q 30.03125 56 36.53125 56 \r\n",
"Q 37.453125 56 38.578125 55.875 \r\n",
"Q 39.703125 55.765625 41.0625 55.515625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-114\"/>\r\n",
" <path d=\"M 9.421875 54.6875 \r\n",
"L 18.40625 54.6875 \r\n",
"L 18.40625 0 \r\n",
"L 9.421875 0 \r\n",
"z\r\n",
"M 9.421875 75.984375 \r\n",
"L 18.40625 75.984375 \r\n",
"L 18.40625 64.59375 \r\n",
"L 9.421875 64.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-105\"/>\r\n",
" <path d=\"M 54.890625 33.015625 \r\n",
"L 54.890625 0 \r\n",
"L 45.90625 0 \r\n",
"L 45.90625 32.71875 \r\n",
"Q 45.90625 40.484375 42.875 44.328125 \r\n",
"Q 39.84375 48.1875 33.796875 48.1875 \r\n",
"Q 26.515625 48.1875 22.3125 43.546875 \r\n",
"Q 18.109375 38.921875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.34375 51.125 25.703125 53.5625 \r\n",
"Q 30.078125 56 35.796875 56 \r\n",
"Q 45.21875 56 50.046875 50.171875 \r\n",
"Q 54.890625 44.34375 54.890625 33.015625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-110\"/>\r\n",
" <path d=\"M 48.78125 52.59375 \r\n",
"L 48.78125 44.1875 \r\n",
"Q 44.96875 46.296875 41.140625 47.34375 \r\n",
"Q 37.3125 48.390625 33.40625 48.390625 \r\n",
"Q 24.65625 48.390625 19.8125 42.84375 \r\n",
"Q 14.984375 37.3125 14.984375 27.296875 \r\n",
"Q 14.984375 17.28125 19.8125 11.734375 \r\n",
"Q 24.65625 6.203125 33.40625 6.203125 \r\n",
"Q 37.3125 6.203125 41.140625 7.25 \r\n",
"Q 44.96875 8.296875 48.78125 10.40625 \r\n",
"L 48.78125 2.09375 \r\n",
"Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
"Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
"Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
"Q 5.515625 14.109375 5.515625 27.296875 \r\n",
"Q 5.515625 40.671875 12.859375 48.328125 \r\n",
"Q 20.21875 56 33.015625 56 \r\n",
"Q 37.15625 56 41.109375 55.140625 \r\n",
"Q 45.0625 54.296875 48.78125 52.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-99\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(199.205469 307.276562)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-69\"/>\r\n",
" <use x=\"63.183594\" xlink:href=\"#DejaVuSans-120\"/>\r\n",
" <use x=\"122.363281\" xlink:href=\"#DejaVuSans-112\"/>\r\n",
" <use x=\"185.839844\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"247.363281\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" <use x=\"288.476562\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" <use x=\"316.259766\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"377.783203\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" <use x=\"441.162109\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
" <use x=\"496.142578\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_2\">\r\n",
" <g id=\"ytick_1\">\r\n",
" <g id=\"line2d_10\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L -3.5 0 \r\n",
"\" id=\"mbf4415dc73\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mbf4415dc73\" y=\"274.190432\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_11\">\r\n",
" <!-- 10000 -->\r\n",
" <g transform=\"translate(20.878125 277.989651)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_2\">\r\n",
" <g id=\"line2d_11\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mbf4415dc73\" y=\"238.932785\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_12\">\r\n",
" <!-- 12500 -->\r\n",
" <g transform=\"translate(20.878125 242.732004)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_3\">\r\n",
" <g id=\"line2d_12\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mbf4415dc73\" y=\"203.675139\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_13\">\r\n",
" <!-- 15000 -->\r\n",
" <g transform=\"translate(20.878125 207.474358)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_4\">\r\n",
" <g id=\"line2d_13\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mbf4415dc73\" y=\"168.417492\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_14\">\r\n",
" <!-- 17500 -->\r\n",
" <g transform=\"translate(20.878125 172.216711)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_5\">\r\n",
" <g id=\"line2d_14\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mbf4415dc73\" y=\"133.159846\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_15\">\r\n",
" <!-- 20000 -->\r\n",
" <g transform=\"translate(20.878125 136.959064)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_6\">\r\n",
" <g id=\"line2d_15\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mbf4415dc73\" y=\"97.902199\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_16\">\r\n",
" <!-- 22500 -->\r\n",
" <g transform=\"translate(20.878125 101.701418)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_7\">\r\n",
" <g id=\"line2d_16\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mbf4415dc73\" y=\"62.644552\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_17\">\r\n",
" <!-- 25000 -->\r\n",
" <g transform=\"translate(20.878125 66.443771)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_8\">\r\n",
" <g id=\"line2d_17\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mbf4415dc73\" y=\"27.386906\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_18\">\r\n",
" <!-- 27500 -->\r\n",
" <g transform=\"translate(20.878125 31.186125)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_19\">\r\n",
" <!-- Salary -->\r\n",
" <defs>\r\n",
" <path d=\"M 53.515625 70.515625 \r\n",
"L 53.515625 60.890625 \r\n",
"Q 47.90625 63.578125 42.921875 64.890625 \r\n",
"Q 37.9375 66.21875 33.296875 66.21875 \r\n",
"Q 25.25 66.21875 20.875 63.09375 \r\n",
"Q 16.5 59.96875 16.5 54.203125 \r\n",
"Q 16.5 49.359375 19.40625 46.890625 \r\n",
"Q 22.3125 44.4375 30.421875 42.921875 \r\n",
"L 36.375 41.703125 \r\n",
"Q 47.40625 39.59375 52.65625 34.296875 \r\n",
"Q 57.90625 29 57.90625 20.125 \r\n",
"Q 57.90625 9.515625 50.796875 4.046875 \r\n",
"Q 43.703125 -1.421875 29.984375 -1.421875 \r\n",
"Q 24.8125 -1.421875 18.96875 -0.25 \r\n",
"Q 13.140625 0.921875 6.890625 3.21875 \r\n",
"L 6.890625 13.375 \r\n",
"Q 12.890625 10.015625 18.65625 8.296875 \r\n",
"Q 24.421875 6.59375 29.984375 6.59375 \r\n",
"Q 38.421875 6.59375 43.015625 9.90625 \r\n",
"Q 47.609375 13.234375 47.609375 19.390625 \r\n",
"Q 47.609375 24.75 44.3125 27.78125 \r\n",
"Q 41.015625 30.8125 33.5 32.328125 \r\n",
"L 27.484375 33.5 \r\n",
"Q 16.453125 35.6875 11.515625 40.375 \r\n",
"Q 6.59375 45.0625 6.59375 53.421875 \r\n",
"Q 6.59375 63.09375 13.40625 68.65625 \r\n",
"Q 20.21875 74.21875 32.171875 74.21875 \r\n",
"Q 37.3125 74.21875 42.625 73.28125 \r\n",
"Q 47.953125 72.359375 53.515625 70.515625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-83\"/>\r\n",
" <path d=\"M 34.28125 27.484375 \r\n",
"Q 23.390625 27.484375 19.1875 25 \r\n",
"Q 14.984375 22.515625 14.984375 16.5 \r\n",
"Q 14.984375 11.71875 18.140625 8.90625 \r\n",
"Q 21.296875 6.109375 26.703125 6.109375 \r\n",
"Q 34.1875 6.109375 38.703125 11.40625 \r\n",
"Q 43.21875 16.703125 43.21875 25.484375 \r\n",
"L 43.21875 27.484375 \r\n",
"z\r\n",
"M 52.203125 31.203125 \r\n",
"L 52.203125 0 \r\n",
"L 43.21875 0 \r\n",
"L 43.21875 8.296875 \r\n",
"Q 40.140625 3.328125 35.546875 0.953125 \r\n",
"Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
"Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
"Q 6 8.015625 6 15.921875 \r\n",
"Q 6 25.140625 12.171875 29.828125 \r\n",
"Q 18.359375 34.515625 30.609375 34.515625 \r\n",
"L 43.21875 34.515625 \r\n",
"L 43.21875 35.40625 \r\n",
"Q 43.21875 41.609375 39.140625 45 \r\n",
"Q 35.0625 48.390625 27.6875 48.390625 \r\n",
"Q 23 48.390625 18.546875 47.265625 \r\n",
"Q 14.109375 46.140625 10.015625 43.890625 \r\n",
"L 10.015625 52.203125 \r\n",
"Q 14.9375 54.109375 19.578125 55.046875 \r\n",
"Q 24.21875 56 28.609375 56 \r\n",
"Q 40.484375 56 46.34375 49.84375 \r\n",
"Q 52.203125 43.703125 52.203125 31.203125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-97\"/>\r\n",
" <path d=\"M 9.421875 75.984375 \r\n",
"L 18.40625 75.984375 \r\n",
"L 18.40625 0 \r\n",
"L 9.421875 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-108\"/>\r\n",
" <path d=\"M 32.171875 -5.078125 \r\n",
"Q 28.375 -14.84375 24.75 -17.8125 \r\n",
"Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
"L 7.90625 -20.796875 \r\n",
"L 7.90625 -13.28125 \r\n",
"L 13.1875 -13.28125 \r\n",
"Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
"Q 21 -9.765625 23.484375 -3.21875 \r\n",
"L 25.09375 0.875 \r\n",
"L 2.984375 54.6875 \r\n",
"L 12.5 54.6875 \r\n",
"L 29.59375 11.921875 \r\n",
"L 46.6875 54.6875 \r\n",
"L 56.203125 54.6875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-121\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(14.798438 158.80625)rotate(-90)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-83\"/>\r\n",
" <use x=\"63.476562\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"124.755859\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"152.539062\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"213.818359\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" <use x=\"254.931641\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"patch_3\">\r\n",
" <path d=\"M 59.690625 279 \r\n",
"L 59.690625 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_4\">\r\n",
" <path d=\"M 394.490625 279 \r\n",
"L 394.490625 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_5\">\r\n",
" <path d=\"M 59.690625 279 \r\n",
"L 394.490625 279 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_6\">\r\n",
" <path d=\"M 59.690625 7.2 \r\n",
"L 394.490625 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"legend_1\">\r\n",
" <g id=\"patch_7\">\r\n",
" <path d=\"M 300.654688 274 \r\n",
"L 387.490625 274 \r\n",
"Q 389.490625 274 389.490625 272 \r\n",
"L 389.490625 184.93125 \r\n",
"Q 389.490625 182.93125 387.490625 182.93125 \r\n",
"L 300.654688 182.93125 \r\n",
"Q 298.654688 182.93125 298.654688 184.93125 \r\n",
"L 298.654688 272 \r\n",
"Q 298.654688 274 300.654688 274 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_7\">\r\n",
" <g>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"312.654688\" xlink:href=\"#m080dccf442\" y=\"191.904687\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_20\">\r\n",
" <!-- N/Bachelor -->\r\n",
" <defs>\r\n",
" <path d=\"M 9.8125 72.90625 \r\n",
"L 23.09375 72.90625 \r\n",
"L 55.421875 11.921875 \r\n",
"L 55.421875 72.90625 \r\n",
"L 64.984375 72.90625 \r\n",
"L 64.984375 0 \r\n",
"L 51.703125 0 \r\n",
"L 19.390625 60.984375 \r\n",
"L 19.390625 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-78\"/>\r\n",
" <path d=\"M 25.390625 72.90625 \r\n",
"L 33.6875 72.90625 \r\n",
"L 8.296875 -9.28125 \r\n",
"L 0 -9.28125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-47\"/>\r\n",
" <path d=\"M 19.671875 34.8125 \r\n",
"L 19.671875 8.109375 \r\n",
"L 35.5 8.109375 \r\n",
"Q 43.453125 8.109375 47.28125 11.40625 \r\n",
"Q 51.125 14.703125 51.125 21.484375 \r\n",
"Q 51.125 28.328125 47.28125 31.5625 \r\n",
"Q 43.453125 34.8125 35.5 34.8125 \r\n",
"z\r\n",
"M 19.671875 64.796875 \r\n",
"L 19.671875 42.828125 \r\n",
"L 34.28125 42.828125 \r\n",
"Q 41.5 42.828125 45.03125 45.53125 \r\n",
"Q 48.578125 48.25 48.578125 53.8125 \r\n",
"Q 48.578125 59.328125 45.03125 62.0625 \r\n",
"Q 41.5 64.796875 34.28125 64.796875 \r\n",
"z\r\n",
"M 9.8125 72.90625 \r\n",
"L 35.015625 72.90625 \r\n",
"Q 46.296875 72.90625 52.390625 68.21875 \r\n",
"Q 58.5 63.53125 58.5 54.890625 \r\n",
"Q 58.5 48.1875 55.375 44.234375 \r\n",
"Q 52.25 40.28125 46.1875 39.3125 \r\n",
"Q 53.46875 37.75 57.5 32.78125 \r\n",
"Q 61.53125 27.828125 61.53125 20.40625 \r\n",
"Q 61.53125 10.640625 54.890625 5.3125 \r\n",
"Q 48.25 0 35.984375 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-66\"/>\r\n",
" <path d=\"M 54.890625 33.015625 \r\n",
"L 54.890625 0 \r\n",
"L 45.90625 0 \r\n",
"L 45.90625 32.71875 \r\n",
"Q 45.90625 40.484375 42.875 44.328125 \r\n",
"Q 39.84375 48.1875 33.796875 48.1875 \r\n",
"Q 26.515625 48.1875 22.3125 43.546875 \r\n",
"Q 18.109375 38.921875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 75.984375 \r\n",
"L 18.109375 75.984375 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.34375 51.125 25.703125 53.5625 \r\n",
"Q 30.078125 56 35.796875 56 \r\n",
"Q 45.21875 56 50.046875 50.171875 \r\n",
"Q 54.890625 44.34375 54.890625 33.015625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-104\"/>\r\n",
" <path d=\"M 30.609375 48.390625 \r\n",
"Q 23.390625 48.390625 19.1875 42.75 \r\n",
"Q 14.984375 37.109375 14.984375 27.296875 \r\n",
"Q 14.984375 17.484375 19.15625 11.84375 \r\n",
"Q 23.34375 6.203125 30.609375 6.203125 \r\n",
"Q 37.796875 6.203125 41.984375 11.859375 \r\n",
"Q 46.1875 17.53125 46.1875 27.296875 \r\n",
"Q 46.1875 37.015625 41.984375 42.703125 \r\n",
"Q 37.796875 48.390625 30.609375 48.390625 \r\n",
"z\r\n",
"M 30.609375 56 \r\n",
"Q 42.328125 56 49.015625 48.375 \r\n",
"Q 55.71875 40.765625 55.71875 27.296875 \r\n",
"Q 55.71875 13.875 49.015625 6.21875 \r\n",
"Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
"Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
"Q 5.515625 13.875 5.515625 27.296875 \r\n",
"Q 5.515625 40.765625 12.171875 48.375 \r\n",
"Q 18.84375 56 30.609375 56 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-111\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(330.654688 194.529687)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-78\"/>\r\n",
" <use x=\"74.804688\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
" <use x=\"108.496094\" xlink:href=\"#DejaVuSans-66\"/>\r\n",
" <use x=\"177.099609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"238.378906\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
" <use x=\"293.359375\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
" <use x=\"356.738281\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"418.261719\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"446.044922\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
" <use x=\"507.226562\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_8\">\r\n",
" <g>\r\n",
" <use style=\"fill:#ff0000;stroke:#ff0000;\" x=\"312.654688\" xlink:href=\"#m0631162856\" y=\"206.582812\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_21\">\r\n",
" <!-- Y/Bachelor -->\r\n",
" <defs>\r\n",
" <path d=\"M -0.203125 72.90625 \r\n",
"L 10.40625 72.90625 \r\n",
"L 30.609375 42.921875 \r\n",
"L 50.6875 72.90625 \r\n",
"L 61.28125 72.90625 \r\n",
"L 35.5 34.71875 \r\n",
"L 35.5 0 \r\n",
"L 25.59375 0 \r\n",
"L 25.59375 34.71875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-89\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(330.654688 209.207812)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-89\"/>\r\n",
" <use x=\"61.083984\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
" <use x=\"94.775391\" xlink:href=\"#DejaVuSans-66\"/>\r\n",
" <use x=\"163.378906\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"224.658203\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
" <use x=\"279.638672\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
" <use x=\"343.017578\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"404.541016\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"432.324219\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
" <use x=\"493.505859\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_9\">\r\n",
" <g>\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"312.654688\" xlink:href=\"#mca4ea32daf\" y=\"221.260937\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_22\">\r\n",
" <!-- N/Master -->\r\n",
" <defs>\r\n",
" <path d=\"M 9.8125 72.90625 \r\n",
"L 24.515625 72.90625 \r\n",
"L 43.109375 23.296875 \r\n",
"L 61.8125 72.90625 \r\n",
"L 76.515625 72.90625 \r\n",
"L 76.515625 0 \r\n",
"L 66.890625 0 \r\n",
"L 66.890625 64.015625 \r\n",
"L 48.09375 14.015625 \r\n",
"L 38.1875 14.015625 \r\n",
"L 19.390625 64.015625 \r\n",
"L 19.390625 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-77\"/>\r\n",
" <path d=\"M 44.28125 53.078125 \r\n",
"L 44.28125 44.578125 \r\n",
"Q 40.484375 46.53125 36.375 47.5 \r\n",
"Q 32.28125 48.484375 27.875 48.484375 \r\n",
"Q 21.1875 48.484375 17.84375 46.4375 \r\n",
"Q 14.5 44.390625 14.5 40.28125 \r\n",
"Q 14.5 37.15625 16.890625 35.375 \r\n",
"Q 19.28125 33.59375 26.515625 31.984375 \r\n",
"L 29.59375 31.296875 \r\n",
"Q 39.15625 29.25 43.1875 25.515625 \r\n",
"Q 47.21875 21.78125 47.21875 15.09375 \r\n",
"Q 47.21875 7.46875 41.1875 3.015625 \r\n",
"Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
"Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
"Q 10.6875 0.296875 5.421875 2 \r\n",
"L 5.421875 11.28125 \r\n",
"Q 10.40625 8.6875 15.234375 7.390625 \r\n",
"Q 20.0625 6.109375 24.8125 6.109375 \r\n",
"Q 31.15625 6.109375 34.5625 8.28125 \r\n",
"Q 37.984375 10.453125 37.984375 14.40625 \r\n",
"Q 37.984375 18.0625 35.515625 20.015625 \r\n",
"Q 33.0625 21.96875 24.703125 23.78125 \r\n",
"L 21.578125 24.515625 \r\n",
"Q 13.234375 26.265625 9.515625 29.90625 \r\n",
"Q 5.8125 33.546875 5.8125 39.890625 \r\n",
"Q 5.8125 47.609375 11.28125 51.796875 \r\n",
"Q 16.75 56 26.8125 56 \r\n",
"Q 31.78125 56 36.171875 55.265625 \r\n",
"Q 40.578125 54.546875 44.28125 53.078125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-115\"/>\r\n",
" <path d=\"M 18.3125 70.21875 \r\n",
"L 18.3125 54.6875 \r\n",
"L 36.8125 54.6875 \r\n",
"L 36.8125 47.703125 \r\n",
"L 18.3125 47.703125 \r\n",
"L 18.3125 18.015625 \r\n",
"Q 18.3125 11.328125 20.140625 9.421875 \r\n",
"Q 21.96875 7.515625 27.59375 7.515625 \r\n",
"L 36.8125 7.515625 \r\n",
"L 36.8125 0 \r\n",
"L 27.59375 0 \r\n",
"Q 17.1875 0 13.234375 3.875 \r\n",
"Q 9.28125 7.765625 9.28125 18.015625 \r\n",
"L 9.28125 47.703125 \r\n",
"L 2.6875 47.703125 \r\n",
"L 2.6875 54.6875 \r\n",
"L 9.28125 54.6875 \r\n",
"L 9.28125 70.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-116\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(330.654688 223.885937)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-78\"/>\r\n",
" <use x=\"74.804688\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
" <use x=\"108.496094\" xlink:href=\"#DejaVuSans-77\"/>\r\n",
" <use x=\"194.775391\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"256.054688\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"308.154297\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
" <use x=\"347.363281\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"408.886719\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_10\">\r\n",
" <g>\r\n",
" <use style=\"fill:#008000;stroke:#008000;\" x=\"312.654688\" xlink:href=\"#ma04aa7f897\" y=\"235.939062\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_23\">\r\n",
" <!-- Y/Master -->\r\n",
" <g transform=\"translate(330.654688 238.564062)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-89\"/>\r\n",
" <use x=\"61.083984\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
" <use x=\"94.775391\" xlink:href=\"#DejaVuSans-77\"/>\r\n",
" <use x=\"181.054688\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"242.333984\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"294.433594\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
" <use x=\"333.642578\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"395.166016\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_11\">\r\n",
" <g>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"312.654688\" xlink:href=\"#mb587149d43\" y=\"250.617188\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_24\">\r\n",
" <!-- N/Ph.D -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.671875 64.796875 \r\n",
"L 19.671875 37.40625 \r\n",
"L 32.078125 37.40625 \r\n",
"Q 38.96875 37.40625 42.71875 40.96875 \r\n",
"Q 46.484375 44.53125 46.484375 51.125 \r\n",
"Q 46.484375 57.671875 42.71875 61.234375 \r\n",
"Q 38.96875 64.796875 32.078125 64.796875 \r\n",
"z\r\n",
"M 9.8125 72.90625 \r\n",
"L 32.078125 72.90625 \r\n",
"Q 44.34375 72.90625 50.609375 67.359375 \r\n",
"Q 56.890625 61.8125 56.890625 51.125 \r\n",
"Q 56.890625 40.328125 50.609375 34.8125 \r\n",
"Q 44.34375 29.296875 32.078125 29.296875 \r\n",
"L 19.671875 29.296875 \r\n",
"L 19.671875 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-80\"/>\r\n",
" <path d=\"M 19.671875 64.796875 \r\n",
"L 19.671875 8.109375 \r\n",
"L 31.59375 8.109375 \r\n",
"Q 46.6875 8.109375 53.6875 14.9375 \r\n",
"Q 60.6875 21.78125 60.6875 36.53125 \r\n",
"Q 60.6875 51.171875 53.6875 57.984375 \r\n",
"Q 46.6875 64.796875 31.59375 64.796875 \r\n",
"z\r\n",
"M 9.8125 72.90625 \r\n",
"L 30.078125 72.90625 \r\n",
"Q 51.265625 72.90625 61.171875 64.09375 \r\n",
"Q 71.09375 55.28125 71.09375 36.53125 \r\n",
"Q 71.09375 17.671875 61.125 8.828125 \r\n",
"Q 51.171875 0 30.078125 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-68\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(330.654688 253.242188)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-78\"/>\r\n",
" <use x=\"74.804688\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
" <use x=\"108.496094\" xlink:href=\"#DejaVuSans-80\"/>\r\n",
" <use x=\"168.798828\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
" <use x=\"232.177734\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"263.964844\" xlink:href=\"#DejaVuSans-68\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_12\">\r\n",
" <g>\r\n",
" <use style=\"fill:#0000ff;stroke:#0000ff;\" x=\"312.654688\" xlink:href=\"#m3514c4721d\" y=\"265.295312\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_25\">\r\n",
" <!-- Y/Ph.D -->\r\n",
" <g transform=\"translate(330.654688 267.920312)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-89\"/>\r\n",
" <use x=\"61.083984\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
" <use x=\"94.775391\" xlink:href=\"#DejaVuSans-80\"/>\r\n",
" <use x=\"155.078125\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
" <use x=\"218.457031\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"250.244141\" xlink:href=\"#DejaVuSans-68\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <defs>\r\n",
" <clipPath id=\"p5447608b67\">\r\n",
" <rect height=\"271.8\" width=\"334.8\" x=\"59.690625\" y=\"7.2\"/>\r\n",
" </clipPath>\r\n",
" </defs>\r\n",
"</svg>\r\n"
],
"text/plain": [
"<Figure size 432x360 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(6, 5))\n",
"\n",
"symbols_manag = dict(Y=\"*\", N=\".\")\n",
"colors_edu = {'Bachelor':'r', 'Master':'g', 'Ph.D':'b'}\n",
"\n",
"## group by education x management => 6 groups\n",
"for values, d in salary.groupby(['education', 'management']):\n",
" edu, manager = values\n",
" # print(values, d)\n",
" plt.scatter(d['experience'], d['salary'], marker=symbols_manag[manager], color=colors_edu[edu], s=150, label=manager+\"/\"+edu)\n",
"\n",
"\n",
"## Set labels\n",
"plt.xlabel('Experience')\n",
"plt.ylabel('Salary')\n",
"plt.legend(loc=4) # lower right\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Seaborn\n",
"\n",
"* [Plotting with categorical data](https://seaborn.pydata.org/tutorial/categorical.html#categorical-tutorial)\n",
"* [Visualizing the distribution of a dataset](https://seaborn.pydata.org/tutorial/distributions.html#distribution-tutorial)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Boxplot\n",
"\n",
"Box plots are non-parametric: they display variation in samples of a statistical population without making any assumptions of the underlying statistical distribution\n"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"image/svg+xml": [
"<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
"<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
" \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
"<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
"<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 401.690625 262.19625\" width=\"401.690625pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
" <defs>\r\n",
" <style type=\"text/css\">\r\n",
"*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
" </style>\r\n",
" </defs>\r\n",
" <g id=\"figure_1\">\r\n",
" <g id=\"patch_1\">\r\n",
" <path d=\"M 0 262.19625 \r\n",
"L 401.690625 262.19625 \r\n",
"L 401.690625 0 \r\n",
"L 0 0 \r\n",
"z\r\n",
"\" style=\"fill:none;\"/>\r\n",
" </g>\r\n",
" <g id=\"axes_1\">\r\n",
" <g id=\"patch_2\">\r\n",
" <path d=\"M 59.690625 224.64 \r\n",
"L 394.490625 224.64 \r\n",
"L 394.490625 7.2 \r\n",
"L 59.690625 7.2 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_3\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 71.297025 164.030037 \r\n",
"L 115.044225 164.030037 \r\n",
"L 115.044225 141.146065 \r\n",
"L 71.297025 141.146065 \r\n",
"L 71.297025 164.030037 \r\n",
"z\r\n",
"\" style=\"fill:#3274a1;stroke:#3f3f3f;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_4\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 115.937025 194.180212 \r\n",
"L 159.684225 194.180212 \r\n",
"L 159.684225 152.433816 \r\n",
"L 115.937025 152.433816 \r\n",
"L 115.937025 194.180212 \r\n",
"z\r\n",
"\" style=\"fill:#e1812c;stroke:#3f3f3f;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_5\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 182.897025 104.937864 \r\n",
"L 226.644225 104.937864 \r\n",
"L 226.644225 67.512917 \r\n",
"L 182.897025 67.512917 \r\n",
"L 182.897025 104.937864 \r\n",
"z\r\n",
"\" style=\"fill:#3274a1;stroke:#3f3f3f;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_6\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 227.537025 200.68095 \r\n",
"L 271.284225 200.68095 \r\n",
"L 271.284225 183.954972 \r\n",
"L 227.537025 183.954972 \r\n",
"L 227.537025 200.68095 \r\n",
"z\r\n",
"\" style=\"fill:#e1812c;stroke:#3f3f3f;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_7\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 294.497025 82.313808 \r\n",
"L 338.244225 82.313808 \r\n",
"L 338.244225 39.556313 \r\n",
"L 294.497025 39.556313 \r\n",
"L 294.497025 82.313808 \r\n",
"z\r\n",
"\" style=\"fill:#3274a1;stroke:#3f3f3f;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_8\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 339.137025 189.550292 \r\n",
"L 382.884225 189.550292 \r\n",
"L 382.884225 139.195272 \r\n",
"L 339.137025 139.195272 \r\n",
"L 339.137025 189.550292 \r\n",
"z\r\n",
"\" style=\"fill:#e1812c;stroke:#3f3f3f;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_9\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 115.490625 335.117142 \r\n",
"L 115.490625 335.117142 \r\n",
"L 115.490625 335.117142 \r\n",
"L 115.490625 335.117142 \r\n",
"z\r\n",
"\" style=\"fill:#3274a1;stroke:#3f3f3f;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_10\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 115.490625 335.117142 \r\n",
"L 115.490625 335.117142 \r\n",
"L 115.490625 335.117142 \r\n",
"L 115.490625 335.117142 \r\n",
"z\r\n",
"\" style=\"fill:#e1812c;stroke:#3f3f3f;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_1\">\r\n",
" <g id=\"xtick_1\">\r\n",
" <g id=\"line2d_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L 0 3.5 \r\n",
"\" id=\"m6b3cc0d486\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"115.490625\" xlink:href=\"#m6b3cc0d486\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_1\">\r\n",
" <!-- Bachelor -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.671875 34.8125 \r\n",
"L 19.671875 8.109375 \r\n",
"L 35.5 8.109375 \r\n",
"Q 43.453125 8.109375 47.28125 11.40625 \r\n",
"Q 51.125 14.703125 51.125 21.484375 \r\n",
"Q 51.125 28.328125 47.28125 31.5625 \r\n",
"Q 43.453125 34.8125 35.5 34.8125 \r\n",
"z\r\n",
"M 19.671875 64.796875 \r\n",
"L 19.671875 42.828125 \r\n",
"L 34.28125 42.828125 \r\n",
"Q 41.5 42.828125 45.03125 45.53125 \r\n",
"Q 48.578125 48.25 48.578125 53.8125 \r\n",
"Q 48.578125 59.328125 45.03125 62.0625 \r\n",
"Q 41.5 64.796875 34.28125 64.796875 \r\n",
"z\r\n",
"M 9.8125 72.90625 \r\n",
"L 35.015625 72.90625 \r\n",
"Q 46.296875 72.90625 52.390625 68.21875 \r\n",
"Q 58.5 63.53125 58.5 54.890625 \r\n",
"Q 58.5 48.1875 55.375 44.234375 \r\n",
"Q 52.25 40.28125 46.1875 39.3125 \r\n",
"Q 53.46875 37.75 57.5 32.78125 \r\n",
"Q 61.53125 27.828125 61.53125 20.40625 \r\n",
"Q 61.53125 10.640625 54.890625 5.3125 \r\n",
"Q 48.25 0 35.984375 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-66\"/>\r\n",
" <path d=\"M 34.28125 27.484375 \r\n",
"Q 23.390625 27.484375 19.1875 25 \r\n",
"Q 14.984375 22.515625 14.984375 16.5 \r\n",
"Q 14.984375 11.71875 18.140625 8.90625 \r\n",
"Q 21.296875 6.109375 26.703125 6.109375 \r\n",
"Q 34.1875 6.109375 38.703125 11.40625 \r\n",
"Q 43.21875 16.703125 43.21875 25.484375 \r\n",
"L 43.21875 27.484375 \r\n",
"z\r\n",
"M 52.203125 31.203125 \r\n",
"L 52.203125 0 \r\n",
"L 43.21875 0 \r\n",
"L 43.21875 8.296875 \r\n",
"Q 40.140625 3.328125 35.546875 0.953125 \r\n",
"Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
"Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
"Q 6 8.015625 6 15.921875 \r\n",
"Q 6 25.140625 12.171875 29.828125 \r\n",
"Q 18.359375 34.515625 30.609375 34.515625 \r\n",
"L 43.21875 34.515625 \r\n",
"L 43.21875 35.40625 \r\n",
"Q 43.21875 41.609375 39.140625 45 \r\n",
"Q 35.0625 48.390625 27.6875 48.390625 \r\n",
"Q 23 48.390625 18.546875 47.265625 \r\n",
"Q 14.109375 46.140625 10.015625 43.890625 \r\n",
"L 10.015625 52.203125 \r\n",
"Q 14.9375 54.109375 19.578125 55.046875 \r\n",
"Q 24.21875 56 28.609375 56 \r\n",
"Q 40.484375 56 46.34375 49.84375 \r\n",
"Q 52.203125 43.703125 52.203125 31.203125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-97\"/>\r\n",
" <path d=\"M 48.78125 52.59375 \r\n",
"L 48.78125 44.1875 \r\n",
"Q 44.96875 46.296875 41.140625 47.34375 \r\n",
"Q 37.3125 48.390625 33.40625 48.390625 \r\n",
"Q 24.65625 48.390625 19.8125 42.84375 \r\n",
"Q 14.984375 37.3125 14.984375 27.296875 \r\n",
"Q 14.984375 17.28125 19.8125 11.734375 \r\n",
"Q 24.65625 6.203125 33.40625 6.203125 \r\n",
"Q 37.3125 6.203125 41.140625 7.25 \r\n",
"Q 44.96875 8.296875 48.78125 10.40625 \r\n",
"L 48.78125 2.09375 \r\n",
"Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
"Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
"Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
"Q 5.515625 14.109375 5.515625 27.296875 \r\n",
"Q 5.515625 40.671875 12.859375 48.328125 \r\n",
"Q 20.21875 56 33.015625 56 \r\n",
"Q 37.15625 56 41.109375 55.140625 \r\n",
"Q 45.0625 54.296875 48.78125 52.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-99\"/>\r\n",
" <path d=\"M 54.890625 33.015625 \r\n",
"L 54.890625 0 \r\n",
"L 45.90625 0 \r\n",
"L 45.90625 32.71875 \r\n",
"Q 45.90625 40.484375 42.875 44.328125 \r\n",
"Q 39.84375 48.1875 33.796875 48.1875 \r\n",
"Q 26.515625 48.1875 22.3125 43.546875 \r\n",
"Q 18.109375 38.921875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 75.984375 \r\n",
"L 18.109375 75.984375 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.34375 51.125 25.703125 53.5625 \r\n",
"Q 30.078125 56 35.796875 56 \r\n",
"Q 45.21875 56 50.046875 50.171875 \r\n",
"Q 54.890625 44.34375 54.890625 33.015625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-104\"/>\r\n",
" <path d=\"M 56.203125 29.59375 \r\n",
"L 56.203125 25.203125 \r\n",
"L 14.890625 25.203125 \r\n",
"Q 15.484375 15.921875 20.484375 11.0625 \r\n",
"Q 25.484375 6.203125 34.421875 6.203125 \r\n",
"Q 39.59375 6.203125 44.453125 7.46875 \r\n",
"Q 49.3125 8.734375 54.109375 11.28125 \r\n",
"L 54.109375 2.78125 \r\n",
"Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
"Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
"Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
"Q 5.515625 13.8125 5.515625 26.8125 \r\n",
"Q 5.515625 40.234375 12.765625 48.109375 \r\n",
"Q 20.015625 56 32.328125 56 \r\n",
"Q 43.359375 56 49.78125 48.890625 \r\n",
"Q 56.203125 41.796875 56.203125 29.59375 \r\n",
"z\r\n",
"M 47.21875 32.234375 \r\n",
"Q 47.125 39.59375 43.09375 43.984375 \r\n",
"Q 39.0625 48.390625 32.421875 48.390625 \r\n",
"Q 24.90625 48.390625 20.390625 44.140625 \r\n",
"Q 15.875 39.890625 15.1875 32.171875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-101\"/>\r\n",
" <path d=\"M 9.421875 75.984375 \r\n",
"L 18.40625 75.984375 \r\n",
"L 18.40625 0 \r\n",
"L 9.421875 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-108\"/>\r\n",
" <path d=\"M 30.609375 48.390625 \r\n",
"Q 23.390625 48.390625 19.1875 42.75 \r\n",
"Q 14.984375 37.109375 14.984375 27.296875 \r\n",
"Q 14.984375 17.484375 19.15625 11.84375 \r\n",
"Q 23.34375 6.203125 30.609375 6.203125 \r\n",
"Q 37.796875 6.203125 41.984375 11.859375 \r\n",
"Q 46.1875 17.53125 46.1875 27.296875 \r\n",
"Q 46.1875 37.015625 41.984375 42.703125 \r\n",
"Q 37.796875 48.390625 30.609375 48.390625 \r\n",
"z\r\n",
"M 30.609375 56 \r\n",
"Q 42.328125 56 49.015625 48.375 \r\n",
"Q 55.71875 40.765625 55.71875 27.296875 \r\n",
"Q 55.71875 13.875 49.015625 6.21875 \r\n",
"Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
"Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
"Q 5.515625 13.875 5.515625 27.296875 \r\n",
"Q 5.515625 40.765625 12.171875 48.375 \r\n",
"Q 18.84375 56 30.609375 56 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-111\"/>\r\n",
" <path d=\"M 41.109375 46.296875 \r\n",
"Q 39.59375 47.171875 37.8125 47.578125 \r\n",
"Q 36.03125 48 33.890625 48 \r\n",
"Q 26.265625 48 22.1875 43.046875 \r\n",
"Q 18.109375 38.09375 18.109375 28.8125 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 20.953125 51.171875 25.484375 53.578125 \r\n",
"Q 30.03125 56 36.53125 56 \r\n",
"Q 37.453125 56 38.578125 55.875 \r\n",
"Q 39.703125 55.765625 41.0625 55.515625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-114\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(93.497656 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-66\"/>\r\n",
" <use x=\"68.603516\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"129.882812\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
" <use x=\"184.863281\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
" <use x=\"248.242188\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"309.765625\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"337.548828\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
" <use x=\"398.730469\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_2\">\r\n",
" <g id=\"line2d_2\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"227.090625\" xlink:href=\"#m6b3cc0d486\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_2\">\r\n",
" <!-- Ph.D -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.671875 64.796875 \r\n",
"L 19.671875 37.40625 \r\n",
"L 32.078125 37.40625 \r\n",
"Q 38.96875 37.40625 42.71875 40.96875 \r\n",
"Q 46.484375 44.53125 46.484375 51.125 \r\n",
"Q 46.484375 57.671875 42.71875 61.234375 \r\n",
"Q 38.96875 64.796875 32.078125 64.796875 \r\n",
"z\r\n",
"M 9.8125 72.90625 \r\n",
"L 32.078125 72.90625 \r\n",
"Q 44.34375 72.90625 50.609375 67.359375 \r\n",
"Q 56.890625 61.8125 56.890625 51.125 \r\n",
"Q 56.890625 40.328125 50.609375 34.8125 \r\n",
"Q 44.34375 29.296875 32.078125 29.296875 \r\n",
"L 19.671875 29.296875 \r\n",
"L 19.671875 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-80\"/>\r\n",
" <path d=\"M 10.6875 12.40625 \r\n",
"L 21 12.40625 \r\n",
"L 21 0 \r\n",
"L 10.6875 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-46\"/>\r\n",
" <path d=\"M 19.671875 64.796875 \r\n",
"L 19.671875 8.109375 \r\n",
"L 31.59375 8.109375 \r\n",
"Q 46.6875 8.109375 53.6875 14.9375 \r\n",
"Q 60.6875 21.78125 60.6875 36.53125 \r\n",
"Q 60.6875 51.171875 53.6875 57.984375 \r\n",
"Q 46.6875 64.796875 31.59375 64.796875 \r\n",
"z\r\n",
"M 9.8125 72.90625 \r\n",
"L 30.078125 72.90625 \r\n",
"Q 51.265625 72.90625 61.171875 64.09375 \r\n",
"Q 71.09375 55.28125 71.09375 36.53125 \r\n",
"Q 71.09375 17.671875 61.125 8.828125 \r\n",
"Q 51.171875 0 30.078125 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-68\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(215.467969 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-80\"/>\r\n",
" <use x=\"60.302734\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
" <use x=\"123.681641\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"155.46875\" xlink:href=\"#DejaVuSans-68\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_3\">\r\n",
" <g id=\"line2d_3\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"338.690625\" xlink:href=\"#m6b3cc0d486\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_3\">\r\n",
" <!-- Master -->\r\n",
" <defs>\r\n",
" <path d=\"M 9.8125 72.90625 \r\n",
"L 24.515625 72.90625 \r\n",
"L 43.109375 23.296875 \r\n",
"L 61.8125 72.90625 \r\n",
"L 76.515625 72.90625 \r\n",
"L 76.515625 0 \r\n",
"L 66.890625 0 \r\n",
"L 66.890625 64.015625 \r\n",
"L 48.09375 14.015625 \r\n",
"L 38.1875 14.015625 \r\n",
"L 19.390625 64.015625 \r\n",
"L 19.390625 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-77\"/>\r\n",
" <path d=\"M 44.28125 53.078125 \r\n",
"L 44.28125 44.578125 \r\n",
"Q 40.484375 46.53125 36.375 47.5 \r\n",
"Q 32.28125 48.484375 27.875 48.484375 \r\n",
"Q 21.1875 48.484375 17.84375 46.4375 \r\n",
"Q 14.5 44.390625 14.5 40.28125 \r\n",
"Q 14.5 37.15625 16.890625 35.375 \r\n",
"Q 19.28125 33.59375 26.515625 31.984375 \r\n",
"L 29.59375 31.296875 \r\n",
"Q 39.15625 29.25 43.1875 25.515625 \r\n",
"Q 47.21875 21.78125 47.21875 15.09375 \r\n",
"Q 47.21875 7.46875 41.1875 3.015625 \r\n",
"Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
"Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
"Q 10.6875 0.296875 5.421875 2 \r\n",
"L 5.421875 11.28125 \r\n",
"Q 10.40625 8.6875 15.234375 7.390625 \r\n",
"Q 20.0625 6.109375 24.8125 6.109375 \r\n",
"Q 31.15625 6.109375 34.5625 8.28125 \r\n",
"Q 37.984375 10.453125 37.984375 14.40625 \r\n",
"Q 37.984375 18.0625 35.515625 20.015625 \r\n",
"Q 33.0625 21.96875 24.703125 23.78125 \r\n",
"L 21.578125 24.515625 \r\n",
"Q 13.234375 26.265625 9.515625 29.90625 \r\n",
"Q 5.8125 33.546875 5.8125 39.890625 \r\n",
"Q 5.8125 47.609375 11.28125 51.796875 \r\n",
"Q 16.75 56 26.8125 56 \r\n",
"Q 31.78125 56 36.171875 55.265625 \r\n",
"Q 40.578125 54.546875 44.28125 53.078125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-115\"/>\r\n",
" <path d=\"M 18.3125 70.21875 \r\n",
"L 18.3125 54.6875 \r\n",
"L 36.8125 54.6875 \r\n",
"L 36.8125 47.703125 \r\n",
"L 18.3125 47.703125 \r\n",
"L 18.3125 18.015625 \r\n",
"Q 18.3125 11.328125 20.140625 9.421875 \r\n",
"Q 21.96875 7.515625 27.59375 7.515625 \r\n",
"L 36.8125 7.515625 \r\n",
"L 36.8125 0 \r\n",
"L 27.59375 0 \r\n",
"Q 17.1875 0 13.234375 3.875 \r\n",
"Q 9.28125 7.765625 9.28125 18.015625 \r\n",
"L 9.28125 47.703125 \r\n",
"L 2.6875 47.703125 \r\n",
"L 2.6875 54.6875 \r\n",
"L 9.28125 54.6875 \r\n",
"L 9.28125 70.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-116\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(321.615625 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-77\"/>\r\n",
" <use x=\"86.279297\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"147.558594\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"199.658203\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
" <use x=\"238.867188\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"300.390625\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_4\">\r\n",
" <!-- education -->\r\n",
" <defs>\r\n",
" <path d=\"M 45.40625 46.390625 \r\n",
"L 45.40625 75.984375 \r\n",
"L 54.390625 75.984375 \r\n",
"L 54.390625 0 \r\n",
"L 45.40625 0 \r\n",
"L 45.40625 8.203125 \r\n",
"Q 42.578125 3.328125 38.25 0.953125 \r\n",
"Q 33.9375 -1.421875 27.875 -1.421875 \r\n",
"Q 17.96875 -1.421875 11.734375 6.484375 \r\n",
"Q 5.515625 14.40625 5.515625 27.296875 \r\n",
"Q 5.515625 40.1875 11.734375 48.09375 \r\n",
"Q 17.96875 56 27.875 56 \r\n",
"Q 33.9375 56 38.25 53.625 \r\n",
"Q 42.578125 51.265625 45.40625 46.390625 \r\n",
"z\r\n",
"M 14.796875 27.296875 \r\n",
"Q 14.796875 17.390625 18.875 11.75 \r\n",
"Q 22.953125 6.109375 30.078125 6.109375 \r\n",
"Q 37.203125 6.109375 41.296875 11.75 \r\n",
"Q 45.40625 17.390625 45.40625 27.296875 \r\n",
"Q 45.40625 37.203125 41.296875 42.84375 \r\n",
"Q 37.203125 48.484375 30.078125 48.484375 \r\n",
"Q 22.953125 48.484375 18.875 42.84375 \r\n",
"Q 14.796875 37.203125 14.796875 27.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-100\"/>\r\n",
" <path d=\"M 8.5 21.578125 \r\n",
"L 8.5 54.6875 \r\n",
"L 17.484375 54.6875 \r\n",
"L 17.484375 21.921875 \r\n",
"Q 17.484375 14.15625 20.5 10.265625 \r\n",
"Q 23.53125 6.390625 29.59375 6.390625 \r\n",
"Q 36.859375 6.390625 41.078125 11.03125 \r\n",
"Q 45.3125 15.671875 45.3125 23.6875 \r\n",
"L 45.3125 54.6875 \r\n",
"L 54.296875 54.6875 \r\n",
"L 54.296875 0 \r\n",
"L 45.3125 0 \r\n",
"L 45.3125 8.40625 \r\n",
"Q 42.046875 3.421875 37.71875 1 \r\n",
"Q 33.40625 -1.421875 27.6875 -1.421875 \r\n",
"Q 18.265625 -1.421875 13.375 4.4375 \r\n",
"Q 8.5 10.296875 8.5 21.578125 \r\n",
"z\r\n",
"M 31.109375 56 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-117\"/>\r\n",
" <path d=\"M 9.421875 54.6875 \r\n",
"L 18.40625 54.6875 \r\n",
"L 18.40625 0 \r\n",
"L 9.421875 0 \r\n",
"z\r\n",
"M 9.421875 75.984375 \r\n",
"L 18.40625 75.984375 \r\n",
"L 18.40625 64.59375 \r\n",
"L 9.421875 64.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-105\"/>\r\n",
" <path d=\"M 54.890625 33.015625 \r\n",
"L 54.890625 0 \r\n",
"L 45.90625 0 \r\n",
"L 45.90625 32.71875 \r\n",
"Q 45.90625 40.484375 42.875 44.328125 \r\n",
"Q 39.84375 48.1875 33.796875 48.1875 \r\n",
"Q 26.515625 48.1875 22.3125 43.546875 \r\n",
"Q 18.109375 38.921875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.34375 51.125 25.703125 53.5625 \r\n",
"Q 30.078125 56 35.796875 56 \r\n",
"Q 45.21875 56 50.046875 50.171875 \r\n",
"Q 54.890625 44.34375 54.890625 33.015625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-110\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(202.280469 252.916563)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"61.523438\" xlink:href=\"#DejaVuSans-100\"/>\r\n",
" <use x=\"125\" xlink:href=\"#DejaVuSans-117\"/>\r\n",
" <use x=\"188.378906\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
" <use x=\"243.359375\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"304.638672\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
" <use x=\"343.847656\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" <use x=\"371.630859\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
" <use x=\"432.8125\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_2\">\r\n",
" <g id=\"ytick_1\">\r\n",
" <g id=\"line2d_4\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L -3.5 0 \r\n",
"\" id=\"m56120657af\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m56120657af\" y=\"220.868658\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_5\">\r\n",
" <!-- 10000 -->\r\n",
" <defs>\r\n",
" <path d=\"M 12.40625 8.296875 \r\n",
"L 28.515625 8.296875 \r\n",
"L 28.515625 63.921875 \r\n",
"L 10.984375 60.40625 \r\n",
"L 10.984375 69.390625 \r\n",
"L 28.421875 72.90625 \r\n",
"L 38.28125 72.90625 \r\n",
"L 38.28125 8.296875 \r\n",
"L 54.390625 8.296875 \r\n",
"L 54.390625 0 \r\n",
"L 12.40625 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-49\"/>\r\n",
" <path d=\"M 31.78125 66.40625 \r\n",
"Q 24.171875 66.40625 20.328125 58.90625 \r\n",
"Q 16.5 51.421875 16.5 36.375 \r\n",
"Q 16.5 21.390625 20.328125 13.890625 \r\n",
"Q 24.171875 6.390625 31.78125 6.390625 \r\n",
"Q 39.453125 6.390625 43.28125 13.890625 \r\n",
"Q 47.125 21.390625 47.125 36.375 \r\n",
"Q 47.125 51.421875 43.28125 58.90625 \r\n",
"Q 39.453125 66.40625 31.78125 66.40625 \r\n",
"z\r\n",
"M 31.78125 74.21875 \r\n",
"Q 44.046875 74.21875 50.515625 64.515625 \r\n",
"Q 56.984375 54.828125 56.984375 36.375 \r\n",
"Q 56.984375 17.96875 50.515625 8.265625 \r\n",
"Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
"Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
"Q 6.59375 17.96875 6.59375 36.375 \r\n",
"Q 6.59375 54.828125 13.0625 64.515625 \r\n",
"Q 19.53125 74.21875 31.78125 74.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-48\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(20.878125 224.667876)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_2\">\r\n",
" <g id=\"line2d_5\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m56120657af\" y=\"192.306537\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_6\">\r\n",
" <!-- 12500 -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.1875 8.296875 \r\n",
"L 53.609375 8.296875 \r\n",
"L 53.609375 0 \r\n",
"L 7.328125 0 \r\n",
"L 7.328125 8.296875 \r\n",
"Q 12.9375 14.109375 22.625 23.890625 \r\n",
"Q 32.328125 33.6875 34.8125 36.53125 \r\n",
"Q 39.546875 41.84375 41.421875 45.53125 \r\n",
"Q 43.3125 49.21875 43.3125 52.78125 \r\n",
"Q 43.3125 58.59375 39.234375 62.25 \r\n",
"Q 35.15625 65.921875 28.609375 65.921875 \r\n",
"Q 23.96875 65.921875 18.8125 64.3125 \r\n",
"Q 13.671875 62.703125 7.8125 59.421875 \r\n",
"L 7.8125 69.390625 \r\n",
"Q 13.765625 71.78125 18.9375 73 \r\n",
"Q 24.125 74.21875 28.421875 74.21875 \r\n",
"Q 39.75 74.21875 46.484375 68.546875 \r\n",
"Q 53.21875 62.890625 53.21875 53.421875 \r\n",
"Q 53.21875 48.921875 51.53125 44.890625 \r\n",
"Q 49.859375 40.875 45.40625 35.40625 \r\n",
"Q 44.1875 33.984375 37.640625 27.21875 \r\n",
"Q 31.109375 20.453125 19.1875 8.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-50\"/>\r\n",
" <path d=\"M 10.796875 72.90625 \r\n",
"L 49.515625 72.90625 \r\n",
"L 49.515625 64.59375 \r\n",
"L 19.828125 64.59375 \r\n",
"L 19.828125 46.734375 \r\n",
"Q 21.96875 47.46875 24.109375 47.828125 \r\n",
"Q 26.265625 48.1875 28.421875 48.1875 \r\n",
"Q 40.625 48.1875 47.75 41.5 \r\n",
"Q 54.890625 34.8125 54.890625 23.390625 \r\n",
"Q 54.890625 11.625 47.5625 5.09375 \r\n",
"Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
"Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
"Q 12.796875 0.140625 7.71875 1.703125 \r\n",
"L 7.71875 11.625 \r\n",
"Q 12.109375 9.234375 16.796875 8.0625 \r\n",
"Q 21.484375 6.890625 26.703125 6.890625 \r\n",
"Q 35.15625 6.890625 40.078125 11.328125 \r\n",
"Q 45.015625 15.765625 45.015625 23.390625 \r\n",
"Q 45.015625 31 40.078125 35.4375 \r\n",
"Q 35.15625 39.890625 26.703125 39.890625 \r\n",
"Q 22.75 39.890625 18.8125 39.015625 \r\n",
"Q 14.890625 38.140625 10.796875 36.28125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-53\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(20.878125 196.105755)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_3\">\r\n",
" <g id=\"line2d_6\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m56120657af\" y=\"163.744415\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_7\">\r\n",
" <!-- 15000 -->\r\n",
" <g transform=\"translate(20.878125 167.543634)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_4\">\r\n",
" <g id=\"line2d_7\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m56120657af\" y=\"135.182294\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_8\">\r\n",
" <!-- 17500 -->\r\n",
" <defs>\r\n",
" <path d=\"M 8.203125 72.90625 \r\n",
"L 55.078125 72.90625 \r\n",
"L 55.078125 68.703125 \r\n",
"L 28.609375 0 \r\n",
"L 18.3125 0 \r\n",
"L 43.21875 64.59375 \r\n",
"L 8.203125 64.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-55\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(20.878125 138.981513)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_5\">\r\n",
" <g id=\"line2d_8\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m56120657af\" y=\"106.620173\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_9\">\r\n",
" <!-- 20000 -->\r\n",
" <g transform=\"translate(20.878125 110.419392)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_6\">\r\n",
" <g id=\"line2d_9\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m56120657af\" y=\"78.058052\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_10\">\r\n",
" <!-- 22500 -->\r\n",
" <g transform=\"translate(20.878125 81.857271)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_7\">\r\n",
" <g id=\"line2d_10\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m56120657af\" y=\"49.495931\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_11\">\r\n",
" <!-- 25000 -->\r\n",
" <g transform=\"translate(20.878125 53.29515)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_8\">\r\n",
" <g id=\"line2d_11\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m56120657af\" y=\"20.93381\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_12\">\r\n",
" <!-- 27500 -->\r\n",
" <g transform=\"translate(20.878125 24.733029)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_13\">\r\n",
" <!-- salary -->\r\n",
" <defs>\r\n",
" <path d=\"M 32.171875 -5.078125 \r\n",
"Q 28.375 -14.84375 24.75 -17.8125 \r\n",
"Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
"L 7.90625 -20.796875 \r\n",
"L 7.90625 -13.28125 \r\n",
"L 13.1875 -13.28125 \r\n",
"Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
"Q 21 -9.765625 23.484375 -3.21875 \r\n",
"L 25.09375 0.875 \r\n",
"L 2.984375 54.6875 \r\n",
"L 12.5 54.6875 \r\n",
"L 29.59375 11.921875 \r\n",
"L 46.6875 54.6875 \r\n",
"L 56.203125 54.6875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-121\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(14.798438 131.056719)rotate(-90)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"52.099609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"113.378906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"141.162109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"202.441406\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" <use x=\"243.554688\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"line2d_12\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 93.170625 164.030037 \r\n",
"L 93.170625 176.585945 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_13\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 93.170625 141.146065 \r\n",
"L 93.170625 136.27908 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_14\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 82.233825 176.585945 \r\n",
"L 104.107425 176.585945 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_15\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 82.233825 136.27908 \r\n",
"L 104.107425 136.27908 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_16\"/>\r\n",
" <g id=\"line2d_17\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 137.810625 194.180212 \r\n",
"L 137.810625 214.756364 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_18\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 137.810625 152.433816 \r\n",
"L 137.810625 114.092024 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_19\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 126.873825 214.756364 \r\n",
"L 148.747425 214.756364 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_20\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 126.873825 114.092024 \r\n",
"L 148.747425 114.092024 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_21\"/>\r\n",
" <g id=\"line2d_22\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 204.770625 104.937864 \r\n",
"L 204.770625 121.461051 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_23\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 204.770625 67.512917 \r\n",
"L 204.770625 41.66991 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_24\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 193.833825 121.461051 \r\n",
"L 215.707425 121.461051 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_25\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 193.833825 41.66991 \r\n",
"L 215.707425 41.66991 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_26\"/>\r\n",
" <g id=\"line2d_27\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 249.410625 200.68095 \r\n",
"L 249.410625 202.497501 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_28\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 249.410625 183.954972 \r\n",
"L 249.410625 178.85949 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_29\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 238.473825 202.497501 \r\n",
"L 260.347425 202.497501 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_30\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 238.473825 178.85949 \r\n",
"L 260.347425 178.85949 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_31\"/>\r\n",
" <g id=\"line2d_32\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 316.370625 82.313808 \r\n",
"L 316.370625 96.657706 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_33\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 316.370625 39.556313 \r\n",
"L 316.370625 17.083636 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_34\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 305.433825 96.657706 \r\n",
"L 327.307425 96.657706 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_35\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 305.433825 17.083636 \r\n",
"L 327.307425 17.083636 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_36\"/>\r\n",
" <g id=\"line2d_37\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 361.010625 189.550292 \r\n",
"L 361.010625 206.210577 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_38\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 361.010625 139.195272 \r\n",
"L 361.010625 115.680078 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_39\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 350.073825 206.210577 \r\n",
"L 371.947425 206.210577 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_40\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 350.073825 115.680078 \r\n",
"L 371.947425 115.680078 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_41\"/>\r\n",
" <g id=\"line2d_42\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 71.297025 152.719437 \r\n",
"L 115.044225 152.719437 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_43\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 115.937025 169.83386 \r\n",
"L 159.684225 169.83386 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_44\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 182.897025 86.421041 \r\n",
"L 226.644225 86.421041 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_45\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 227.537025 195.791115 \r\n",
"L 271.284225 195.791115 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_46\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 294.497025 63.434246 \r\n",
"L 338.244225 63.434246 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_47\">\r\n",
" <path clip-path=\"url(#paa630636d5)\" d=\"M 339.137025 171.501888 \r\n",
"L 382.884225 171.501888 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_11\">\r\n",
" <path d=\"M 59.690625 224.64 \r\n",
"L 59.690625 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_12\">\r\n",
" <path d=\"M 394.490625 224.64 \r\n",
"L 394.490625 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_13\">\r\n",
" <path d=\"M 59.690625 224.64 \r\n",
"L 394.490625 224.64 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_14\">\r\n",
" <path d=\"M 59.690625 7.2 \r\n",
"L 394.490625 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"legend_1\">\r\n",
" <g id=\"patch_15\">\r\n",
" <path d=\"M 66.690625 59.234375 \r\n",
"L 137.678125 59.234375 \r\n",
"Q 139.678125 59.234375 139.678125 57.234375 \r\n",
"L 139.678125 14.2 \r\n",
"Q 139.678125 12.2 137.678125 12.2 \r\n",
"L 66.690625 12.2 \r\n",
"Q 64.690625 12.2 64.690625 14.2 \r\n",
"L 64.690625 57.234375 \r\n",
"Q 64.690625 59.234375 66.690625 59.234375 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
" </g>\r\n",
" <g id=\"text_14\">\r\n",
" <!-- management -->\r\n",
" <defs>\r\n",
" <path d=\"M 52 44.1875 \r\n",
"Q 55.375 50.25 60.0625 53.125 \r\n",
"Q 64.75 56 71.09375 56 \r\n",
"Q 79.640625 56 84.28125 50.015625 \r\n",
"Q 88.921875 44.046875 88.921875 33.015625 \r\n",
"L 88.921875 0 \r\n",
"L 79.890625 0 \r\n",
"L 79.890625 32.71875 \r\n",
"Q 79.890625 40.578125 77.09375 44.375 \r\n",
"Q 74.3125 48.1875 68.609375 48.1875 \r\n",
"Q 61.625 48.1875 57.5625 43.546875 \r\n",
"Q 53.515625 38.921875 53.515625 30.90625 \r\n",
"L 53.515625 0 \r\n",
"L 44.484375 0 \r\n",
"L 44.484375 32.71875 \r\n",
"Q 44.484375 40.625 41.703125 44.40625 \r\n",
"Q 38.921875 48.1875 33.109375 48.1875 \r\n",
"Q 26.21875 48.1875 22.15625 43.53125 \r\n",
"Q 18.109375 38.875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.1875 51.21875 25.484375 53.609375 \r\n",
"Q 29.78125 56 35.6875 56 \r\n",
"Q 41.65625 56 45.828125 52.96875 \r\n",
"Q 50 49.953125 52 44.1875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-109\"/>\r\n",
" <path d=\"M 45.40625 27.984375 \r\n",
"Q 45.40625 37.75 41.375 43.109375 \r\n",
"Q 37.359375 48.484375 30.078125 48.484375 \r\n",
"Q 22.859375 48.484375 18.828125 43.109375 \r\n",
"Q 14.796875 37.75 14.796875 27.984375 \r\n",
"Q 14.796875 18.265625 18.828125 12.890625 \r\n",
"Q 22.859375 7.515625 30.078125 7.515625 \r\n",
"Q 37.359375 7.515625 41.375 12.890625 \r\n",
"Q 45.40625 18.265625 45.40625 27.984375 \r\n",
"z\r\n",
"M 54.390625 6.78125 \r\n",
"Q 54.390625 -7.171875 48.1875 -13.984375 \r\n",
"Q 42 -20.796875 29.203125 -20.796875 \r\n",
"Q 24.46875 -20.796875 20.265625 -20.09375 \r\n",
"Q 16.0625 -19.390625 12.109375 -17.921875 \r\n",
"L 12.109375 -9.1875 \r\n",
"Q 16.0625 -11.328125 19.921875 -12.34375 \r\n",
"Q 23.78125 -13.375 27.78125 -13.375 \r\n",
"Q 36.625 -13.375 41.015625 -8.765625 \r\n",
"Q 45.40625 -4.15625 45.40625 5.171875 \r\n",
"L 45.40625 9.625 \r\n",
"Q 42.625 4.78125 38.28125 2.390625 \r\n",
"Q 33.9375 0 27.875 0 \r\n",
"Q 17.828125 0 11.671875 7.65625 \r\n",
"Q 5.515625 15.328125 5.515625 27.984375 \r\n",
"Q 5.515625 40.671875 11.671875 48.328125 \r\n",
"Q 17.828125 56 27.875 56 \r\n",
"Q 33.9375 56 38.28125 53.609375 \r\n",
"Q 42.625 51.21875 45.40625 46.390625 \r\n",
"L 45.40625 54.6875 \r\n",
"L 54.390625 54.6875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-103\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(68.690625 23.798438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-109\"/>\r\n",
" <use x=\"97.412109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"158.691406\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" <use x=\"222.070312\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"283.349609\" xlink:href=\"#DejaVuSans-103\"/>\r\n",
" <use x=\"346.826172\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"408.349609\" xlink:href=\"#DejaVuSans-109\"/>\r\n",
" <use x=\"505.761719\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"567.285156\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" <use x=\"630.664062\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"patch_16\">\r\n",
" <path d=\"M 84.44375 38.476563 \r\n",
"L 104.44375 38.476563 \r\n",
"L 104.44375 31.476563 \r\n",
"L 84.44375 31.476563 \r\n",
"z\r\n",
"\" style=\"fill:#3274a1;stroke:#3f3f3f;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
" </g>\r\n",
" <g id=\"text_15\">\r\n",
" <!-- Y -->\r\n",
" <defs>\r\n",
" <path d=\"M -0.203125 72.90625 \r\n",
"L 10.40625 72.90625 \r\n",
"L 30.609375 42.921875 \r\n",
"L 50.6875 72.90625 \r\n",
"L 61.28125 72.90625 \r\n",
"L 35.5 34.71875 \r\n",
"L 35.5 0 \r\n",
"L 25.59375 0 \r\n",
"L 25.59375 34.71875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-89\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(112.44375 38.476563)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-89\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"patch_17\">\r\n",
" <path d=\"M 84.44375 53.154688 \r\n",
"L 104.44375 53.154688 \r\n",
"L 104.44375 46.154688 \r\n",
"L 84.44375 46.154688 \r\n",
"z\r\n",
"\" style=\"fill:#e1812c;stroke:#3f3f3f;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
" </g>\r\n",
" <g id=\"text_16\">\r\n",
" <!-- N -->\r\n",
" <defs>\r\n",
" <path d=\"M 9.8125 72.90625 \r\n",
"L 23.09375 72.90625 \r\n",
"L 55.421875 11.921875 \r\n",
"L 55.421875 72.90625 \r\n",
"L 64.984375 72.90625 \r\n",
"L 64.984375 0 \r\n",
"L 51.703125 0 \r\n",
"L 19.390625 60.984375 \r\n",
"L 19.390625 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-78\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(112.44375 53.154688)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-78\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <defs>\r\n",
" <clipPath id=\"paa630636d5\">\r\n",
" <rect height=\"217.44\" width=\"334.8\" x=\"59.690625\" y=\"7.2\"/>\r\n",
" </clipPath>\r\n",
" </defs>\r\n",
"</svg>\r\n"
],
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"sns.boxplot(x='education', y='salary', hue='management', data=salary)\n",
"plt.show()\n",
"\n",
"# https://datascience.stackexchange.com/questions/46117/meaning-of-hue-in-seaborn-barplot"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"image/svg+xml": [
"<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
"<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
" \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
"<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
"<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 401.690625 262.19625\" width=\"401.690625pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
" <defs>\r\n",
" <style type=\"text/css\">\r\n",
"*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
" </style>\r\n",
" </defs>\r\n",
" <g id=\"figure_1\">\r\n",
" <g id=\"patch_1\">\r\n",
" <path d=\"M 0 262.19625 \r\n",
"L 401.690625 262.19625 \r\n",
"L 401.690625 0 \r\n",
"L 0 0 \r\n",
"z\r\n",
"\" style=\"fill:none;\"/>\r\n",
" </g>\r\n",
" <g id=\"axes_1\">\r\n",
" <g id=\"patch_2\">\r\n",
" <path d=\"M 59.690625 224.64 \r\n",
"L 394.490625 224.64 \r\n",
"L 394.490625 7.2 \r\n",
"L 59.690625 7.2 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_3\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 76.877025 162.820411 \r\n",
"L 120.624225 162.820411 \r\n",
"L 120.624225 140.504476 \r\n",
"L 76.877025 140.504476 \r\n",
"L 76.877025 162.820411 \r\n",
"z\r\n",
"\" style=\"fill:#3274a1;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_4\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 121.517025 105.195051 \r\n",
"L 165.264225 105.195051 \r\n",
"L 165.264225 68.699083 \r\n",
"L 121.517025 68.699083 \r\n",
"L 121.517025 105.195051 \r\n",
"z\r\n",
"\" style=\"fill:#e1812c;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_5\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 166.157025 83.13258 \r\n",
"L 209.904225 83.13258 \r\n",
"L 209.904225 41.43643 \r\n",
"L 166.157025 41.43643 \r\n",
"L 166.157025 83.13258 \r\n",
"z\r\n",
"\" style=\"fill:#3a923a;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_6\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 244.277025 192.222185 \r\n",
"L 288.024225 192.222185 \r\n",
"L 288.024225 151.512037 \r\n",
"L 244.277025 151.512037 \r\n",
"L 244.277025 192.222185 \r\n",
"z\r\n",
"\" style=\"fill:#3274a1;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_7\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 288.917025 198.56156 \r\n",
"L 332.664225 198.56156 \r\n",
"L 332.664225 182.250761 \r\n",
"L 288.917025 182.250761 \r\n",
"L 288.917025 198.56156 \r\n",
"z\r\n",
"\" style=\"fill:#e1812c;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_8\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 333.557025 187.707191 \r\n",
"L 377.304225 187.707191 \r\n",
"L 377.304225 138.602107 \r\n",
"L 333.557025 138.602107 \r\n",
"L 333.557025 187.707191 \r\n",
"z\r\n",
"\" style=\"fill:#3a923a;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_1\"/>\r\n",
" <g id=\"PathCollection_2\"/>\r\n",
" <g id=\"PathCollection_3\"/>\r\n",
" <g id=\"patch_9\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 143.390625 329.660716 \r\n",
"L 143.390625 329.660716 \r\n",
"L 143.390625 329.660716 \r\n",
"L 143.390625 329.660716 \r\n",
"z\r\n",
"\" style=\"fill:#3274a1;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_10\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 143.390625 329.660716 \r\n",
"L 143.390625 329.660716 \r\n",
"L 143.390625 329.660716 \r\n",
"L 143.390625 329.660716 \r\n",
"z\r\n",
"\" style=\"fill:#e1812c;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_11\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 143.390625 329.660716 \r\n",
"L 143.390625 329.660716 \r\n",
"L 143.390625 329.660716 \r\n",
"L 143.390625 329.660716 \r\n",
"z\r\n",
"\" style=\"fill:#3a923a;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_1\">\r\n",
" <g id=\"xtick_1\">\r\n",
" <g id=\"line2d_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L 0 3.5 \r\n",
"\" id=\"m35842fbc54\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"143.390625\" xlink:href=\"#m35842fbc54\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_1\">\r\n",
" <!-- Y -->\r\n",
" <defs>\r\n",
" <path d=\"M -0.203125 72.90625 \r\n",
"L 10.40625 72.90625 \r\n",
"L 30.609375 42.921875 \r\n",
"L 50.6875 72.90625 \r\n",
"L 61.28125 72.90625 \r\n",
"L 35.5 34.71875 \r\n",
"L 35.5 0 \r\n",
"L 25.59375 0 \r\n",
"L 25.59375 34.71875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-89\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(140.336719 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-89\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_2\">\r\n",
" <g id=\"line2d_2\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"310.790625\" xlink:href=\"#m35842fbc54\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_2\">\r\n",
" <!-- N -->\r\n",
" <defs>\r\n",
" <path d=\"M 9.8125 72.90625 \r\n",
"L 23.09375 72.90625 \r\n",
"L 55.421875 11.921875 \r\n",
"L 55.421875 72.90625 \r\n",
"L 64.984375 72.90625 \r\n",
"L 64.984375 0 \r\n",
"L 51.703125 0 \r\n",
"L 19.390625 60.984375 \r\n",
"L 19.390625 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-78\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(307.05 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-78\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_3\">\r\n",
" <!-- management -->\r\n",
" <defs>\r\n",
" <path d=\"M 52 44.1875 \r\n",
"Q 55.375 50.25 60.0625 53.125 \r\n",
"Q 64.75 56 71.09375 56 \r\n",
"Q 79.640625 56 84.28125 50.015625 \r\n",
"Q 88.921875 44.046875 88.921875 33.015625 \r\n",
"L 88.921875 0 \r\n",
"L 79.890625 0 \r\n",
"L 79.890625 32.71875 \r\n",
"Q 79.890625 40.578125 77.09375 44.375 \r\n",
"Q 74.3125 48.1875 68.609375 48.1875 \r\n",
"Q 61.625 48.1875 57.5625 43.546875 \r\n",
"Q 53.515625 38.921875 53.515625 30.90625 \r\n",
"L 53.515625 0 \r\n",
"L 44.484375 0 \r\n",
"L 44.484375 32.71875 \r\n",
"Q 44.484375 40.625 41.703125 44.40625 \r\n",
"Q 38.921875 48.1875 33.109375 48.1875 \r\n",
"Q 26.21875 48.1875 22.15625 43.53125 \r\n",
"Q 18.109375 38.875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.1875 51.21875 25.484375 53.609375 \r\n",
"Q 29.78125 56 35.6875 56 \r\n",
"Q 41.65625 56 45.828125 52.96875 \r\n",
"Q 50 49.953125 52 44.1875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-109\"/>\r\n",
" <path d=\"M 34.28125 27.484375 \r\n",
"Q 23.390625 27.484375 19.1875 25 \r\n",
"Q 14.984375 22.515625 14.984375 16.5 \r\n",
"Q 14.984375 11.71875 18.140625 8.90625 \r\n",
"Q 21.296875 6.109375 26.703125 6.109375 \r\n",
"Q 34.1875 6.109375 38.703125 11.40625 \r\n",
"Q 43.21875 16.703125 43.21875 25.484375 \r\n",
"L 43.21875 27.484375 \r\n",
"z\r\n",
"M 52.203125 31.203125 \r\n",
"L 52.203125 0 \r\n",
"L 43.21875 0 \r\n",
"L 43.21875 8.296875 \r\n",
"Q 40.140625 3.328125 35.546875 0.953125 \r\n",
"Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
"Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
"Q 6 8.015625 6 15.921875 \r\n",
"Q 6 25.140625 12.171875 29.828125 \r\n",
"Q 18.359375 34.515625 30.609375 34.515625 \r\n",
"L 43.21875 34.515625 \r\n",
"L 43.21875 35.40625 \r\n",
"Q 43.21875 41.609375 39.140625 45 \r\n",
"Q 35.0625 48.390625 27.6875 48.390625 \r\n",
"Q 23 48.390625 18.546875 47.265625 \r\n",
"Q 14.109375 46.140625 10.015625 43.890625 \r\n",
"L 10.015625 52.203125 \r\n",
"Q 14.9375 54.109375 19.578125 55.046875 \r\n",
"Q 24.21875 56 28.609375 56 \r\n",
"Q 40.484375 56 46.34375 49.84375 \r\n",
"Q 52.203125 43.703125 52.203125 31.203125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-97\"/>\r\n",
" <path d=\"M 54.890625 33.015625 \r\n",
"L 54.890625 0 \r\n",
"L 45.90625 0 \r\n",
"L 45.90625 32.71875 \r\n",
"Q 45.90625 40.484375 42.875 44.328125 \r\n",
"Q 39.84375 48.1875 33.796875 48.1875 \r\n",
"Q 26.515625 48.1875 22.3125 43.546875 \r\n",
"Q 18.109375 38.921875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.34375 51.125 25.703125 53.5625 \r\n",
"Q 30.078125 56 35.796875 56 \r\n",
"Q 45.21875 56 50.046875 50.171875 \r\n",
"Q 54.890625 44.34375 54.890625 33.015625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-110\"/>\r\n",
" <path d=\"M 45.40625 27.984375 \r\n",
"Q 45.40625 37.75 41.375 43.109375 \r\n",
"Q 37.359375 48.484375 30.078125 48.484375 \r\n",
"Q 22.859375 48.484375 18.828125 43.109375 \r\n",
"Q 14.796875 37.75 14.796875 27.984375 \r\n",
"Q 14.796875 18.265625 18.828125 12.890625 \r\n",
"Q 22.859375 7.515625 30.078125 7.515625 \r\n",
"Q 37.359375 7.515625 41.375 12.890625 \r\n",
"Q 45.40625 18.265625 45.40625 27.984375 \r\n",
"z\r\n",
"M 54.390625 6.78125 \r\n",
"Q 54.390625 -7.171875 48.1875 -13.984375 \r\n",
"Q 42 -20.796875 29.203125 -20.796875 \r\n",
"Q 24.46875 -20.796875 20.265625 -20.09375 \r\n",
"Q 16.0625 -19.390625 12.109375 -17.921875 \r\n",
"L 12.109375 -9.1875 \r\n",
"Q 16.0625 -11.328125 19.921875 -12.34375 \r\n",
"Q 23.78125 -13.375 27.78125 -13.375 \r\n",
"Q 36.625 -13.375 41.015625 -8.765625 \r\n",
"Q 45.40625 -4.15625 45.40625 5.171875 \r\n",
"L 45.40625 9.625 \r\n",
"Q 42.625 4.78125 38.28125 2.390625 \r\n",
"Q 33.9375 0 27.875 0 \r\n",
"Q 17.828125 0 11.671875 7.65625 \r\n",
"Q 5.515625 15.328125 5.515625 27.984375 \r\n",
"Q 5.515625 40.671875 11.671875 48.328125 \r\n",
"Q 17.828125 56 27.875 56 \r\n",
"Q 33.9375 56 38.28125 53.609375 \r\n",
"Q 42.625 51.21875 45.40625 46.390625 \r\n",
"L 45.40625 54.6875 \r\n",
"L 54.390625 54.6875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-103\"/>\r\n",
" <path d=\"M 56.203125 29.59375 \r\n",
"L 56.203125 25.203125 \r\n",
"L 14.890625 25.203125 \r\n",
"Q 15.484375 15.921875 20.484375 11.0625 \r\n",
"Q 25.484375 6.203125 34.421875 6.203125 \r\n",
"Q 39.59375 6.203125 44.453125 7.46875 \r\n",
"Q 49.3125 8.734375 54.109375 11.28125 \r\n",
"L 54.109375 2.78125 \r\n",
"Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
"Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
"Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
"Q 5.515625 13.8125 5.515625 26.8125 \r\n",
"Q 5.515625 40.234375 12.765625 48.109375 \r\n",
"Q 20.015625 56 32.328125 56 \r\n",
"Q 43.359375 56 49.78125 48.890625 \r\n",
"Q 56.203125 41.796875 56.203125 29.59375 \r\n",
"z\r\n",
"M 47.21875 32.234375 \r\n",
"Q 47.125 39.59375 43.09375 43.984375 \r\n",
"Q 39.0625 48.390625 32.421875 48.390625 \r\n",
"Q 24.90625 48.390625 20.390625 44.140625 \r\n",
"Q 15.875 39.890625 15.1875 32.171875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-101\"/>\r\n",
" <path d=\"M 18.3125 70.21875 \r\n",
"L 18.3125 54.6875 \r\n",
"L 36.8125 54.6875 \r\n",
"L 36.8125 47.703125 \r\n",
"L 18.3125 47.703125 \r\n",
"L 18.3125 18.015625 \r\n",
"Q 18.3125 11.328125 20.140625 9.421875 \r\n",
"Q 21.96875 7.515625 27.59375 7.515625 \r\n",
"L 36.8125 7.515625 \r\n",
"L 36.8125 0 \r\n",
"L 27.59375 0 \r\n",
"Q 17.1875 0 13.234375 3.875 \r\n",
"Q 9.28125 7.765625 9.28125 18.015625 \r\n",
"L 9.28125 47.703125 \r\n",
"L 2.6875 47.703125 \r\n",
"L 2.6875 54.6875 \r\n",
"L 9.28125 54.6875 \r\n",
"L 9.28125 70.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-116\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(193.596875 252.916563)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-109\"/>\r\n",
" <use x=\"97.412109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"158.691406\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" <use x=\"222.070312\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"283.349609\" xlink:href=\"#DejaVuSans-103\"/>\r\n",
" <use x=\"346.826172\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"408.349609\" xlink:href=\"#DejaVuSans-109\"/>\r\n",
" <use x=\"505.761719\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"567.285156\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" <use x=\"630.664062\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_2\">\r\n",
" <g id=\"ytick_1\">\r\n",
" <g id=\"line2d_3\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L -3.5 0 \r\n",
"\" id=\"m468099ac00\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m468099ac00\" y=\"218.248158\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_4\">\r\n",
" <!-- 10000 -->\r\n",
" <defs>\r\n",
" <path d=\"M 12.40625 8.296875 \r\n",
"L 28.515625 8.296875 \r\n",
"L 28.515625 63.921875 \r\n",
"L 10.984375 60.40625 \r\n",
"L 10.984375 69.390625 \r\n",
"L 28.421875 72.90625 \r\n",
"L 38.28125 72.90625 \r\n",
"L 38.28125 8.296875 \r\n",
"L 54.390625 8.296875 \r\n",
"L 54.390625 0 \r\n",
"L 12.40625 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-49\"/>\r\n",
" <path d=\"M 31.78125 66.40625 \r\n",
"Q 24.171875 66.40625 20.328125 58.90625 \r\n",
"Q 16.5 51.421875 16.5 36.375 \r\n",
"Q 16.5 21.390625 20.328125 13.890625 \r\n",
"Q 24.171875 6.390625 31.78125 6.390625 \r\n",
"Q 39.453125 6.390625 43.28125 13.890625 \r\n",
"Q 47.125 21.390625 47.125 36.375 \r\n",
"Q 47.125 51.421875 43.28125 58.90625 \r\n",
"Q 39.453125 66.40625 31.78125 66.40625 \r\n",
"z\r\n",
"M 31.78125 74.21875 \r\n",
"Q 44.046875 74.21875 50.515625 64.515625 \r\n",
"Q 56.984375 54.828125 56.984375 36.375 \r\n",
"Q 56.984375 17.96875 50.515625 8.265625 \r\n",
"Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
"Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
"Q 6.59375 17.96875 6.59375 36.375 \r\n",
"Q 6.59375 54.828125 13.0625 64.515625 \r\n",
"Q 19.53125 74.21875 31.78125 74.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-48\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(20.878125 222.047377)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_2\">\r\n",
" <g id=\"line2d_4\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m468099ac00\" y=\"190.395019\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_5\">\r\n",
" <!-- 12500 -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.1875 8.296875 \r\n",
"L 53.609375 8.296875 \r\n",
"L 53.609375 0 \r\n",
"L 7.328125 0 \r\n",
"L 7.328125 8.296875 \r\n",
"Q 12.9375 14.109375 22.625 23.890625 \r\n",
"Q 32.328125 33.6875 34.8125 36.53125 \r\n",
"Q 39.546875 41.84375 41.421875 45.53125 \r\n",
"Q 43.3125 49.21875 43.3125 52.78125 \r\n",
"Q 43.3125 58.59375 39.234375 62.25 \r\n",
"Q 35.15625 65.921875 28.609375 65.921875 \r\n",
"Q 23.96875 65.921875 18.8125 64.3125 \r\n",
"Q 13.671875 62.703125 7.8125 59.421875 \r\n",
"L 7.8125 69.390625 \r\n",
"Q 13.765625 71.78125 18.9375 73 \r\n",
"Q 24.125 74.21875 28.421875 74.21875 \r\n",
"Q 39.75 74.21875 46.484375 68.546875 \r\n",
"Q 53.21875 62.890625 53.21875 53.421875 \r\n",
"Q 53.21875 48.921875 51.53125 44.890625 \r\n",
"Q 49.859375 40.875 45.40625 35.40625 \r\n",
"Q 44.1875 33.984375 37.640625 27.21875 \r\n",
"Q 31.109375 20.453125 19.1875 8.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-50\"/>\r\n",
" <path d=\"M 10.796875 72.90625 \r\n",
"L 49.515625 72.90625 \r\n",
"L 49.515625 64.59375 \r\n",
"L 19.828125 64.59375 \r\n",
"L 19.828125 46.734375 \r\n",
"Q 21.96875 47.46875 24.109375 47.828125 \r\n",
"Q 26.265625 48.1875 28.421875 48.1875 \r\n",
"Q 40.625 48.1875 47.75 41.5 \r\n",
"Q 54.890625 34.8125 54.890625 23.390625 \r\n",
"Q 54.890625 11.625 47.5625 5.09375 \r\n",
"Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
"Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
"Q 12.796875 0.140625 7.71875 1.703125 \r\n",
"L 7.71875 11.625 \r\n",
"Q 12.109375 9.234375 16.796875 8.0625 \r\n",
"Q 21.484375 6.890625 26.703125 6.890625 \r\n",
"Q 35.15625 6.890625 40.078125 11.328125 \r\n",
"Q 45.015625 15.765625 45.015625 23.390625 \r\n",
"Q 45.015625 31 40.078125 35.4375 \r\n",
"Q 35.15625 39.890625 26.703125 39.890625 \r\n",
"Q 22.75 39.890625 18.8125 39.015625 \r\n",
"Q 14.890625 38.140625 10.796875 36.28125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-53\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(20.878125 194.194238)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_3\">\r\n",
" <g id=\"line2d_5\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m468099ac00\" y=\"162.54188\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_6\">\r\n",
" <!-- 15000 -->\r\n",
" <g transform=\"translate(20.878125 166.341099)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_4\">\r\n",
" <g id=\"line2d_6\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m468099ac00\" y=\"134.688741\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_7\">\r\n",
" <!-- 17500 -->\r\n",
" <defs>\r\n",
" <path d=\"M 8.203125 72.90625 \r\n",
"L 55.078125 72.90625 \r\n",
"L 55.078125 68.703125 \r\n",
"L 28.609375 0 \r\n",
"L 18.3125 0 \r\n",
"L 43.21875 64.59375 \r\n",
"L 8.203125 64.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-55\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(20.878125 138.487959)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_5\">\r\n",
" <g id=\"line2d_7\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m468099ac00\" y=\"106.835601\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_8\">\r\n",
" <!-- 20000 -->\r\n",
" <g transform=\"translate(20.878125 110.63482)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_6\">\r\n",
" <g id=\"line2d_8\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m468099ac00\" y=\"78.982462\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_9\">\r\n",
" <!-- 22500 -->\r\n",
" <g transform=\"translate(20.878125 82.781681)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_7\">\r\n",
" <g id=\"line2d_9\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m468099ac00\" y=\"51.129323\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_10\">\r\n",
" <!-- 25000 -->\r\n",
" <g transform=\"translate(20.878125 54.928541)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_8\">\r\n",
" <g id=\"line2d_10\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m468099ac00\" y=\"23.276183\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_11\">\r\n",
" <!-- 27500 -->\r\n",
" <g transform=\"translate(20.878125 27.075402)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_12\">\r\n",
" <!-- salary -->\r\n",
" <defs>\r\n",
" <path d=\"M 44.28125 53.078125 \r\n",
"L 44.28125 44.578125 \r\n",
"Q 40.484375 46.53125 36.375 47.5 \r\n",
"Q 32.28125 48.484375 27.875 48.484375 \r\n",
"Q 21.1875 48.484375 17.84375 46.4375 \r\n",
"Q 14.5 44.390625 14.5 40.28125 \r\n",
"Q 14.5 37.15625 16.890625 35.375 \r\n",
"Q 19.28125 33.59375 26.515625 31.984375 \r\n",
"L 29.59375 31.296875 \r\n",
"Q 39.15625 29.25 43.1875 25.515625 \r\n",
"Q 47.21875 21.78125 47.21875 15.09375 \r\n",
"Q 47.21875 7.46875 41.1875 3.015625 \r\n",
"Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
"Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
"Q 10.6875 0.296875 5.421875 2 \r\n",
"L 5.421875 11.28125 \r\n",
"Q 10.40625 8.6875 15.234375 7.390625 \r\n",
"Q 20.0625 6.109375 24.8125 6.109375 \r\n",
"Q 31.15625 6.109375 34.5625 8.28125 \r\n",
"Q 37.984375 10.453125 37.984375 14.40625 \r\n",
"Q 37.984375 18.0625 35.515625 20.015625 \r\n",
"Q 33.0625 21.96875 24.703125 23.78125 \r\n",
"L 21.578125 24.515625 \r\n",
"Q 13.234375 26.265625 9.515625 29.90625 \r\n",
"Q 5.8125 33.546875 5.8125 39.890625 \r\n",
"Q 5.8125 47.609375 11.28125 51.796875 \r\n",
"Q 16.75 56 26.8125 56 \r\n",
"Q 31.78125 56 36.171875 55.265625 \r\n",
"Q 40.578125 54.546875 44.28125 53.078125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-115\"/>\r\n",
" <path d=\"M 9.421875 75.984375 \r\n",
"L 18.40625 75.984375 \r\n",
"L 18.40625 0 \r\n",
"L 9.421875 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-108\"/>\r\n",
" <path d=\"M 41.109375 46.296875 \r\n",
"Q 39.59375 47.171875 37.8125 47.578125 \r\n",
"Q 36.03125 48 33.890625 48 \r\n",
"Q 26.265625 48 22.1875 43.046875 \r\n",
"Q 18.109375 38.09375 18.109375 28.8125 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 20.953125 51.171875 25.484375 53.578125 \r\n",
"Q 30.03125 56 36.53125 56 \r\n",
"Q 37.453125 56 38.578125 55.875 \r\n",
"Q 39.703125 55.765625 41.0625 55.515625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-114\"/>\r\n",
" <path d=\"M 32.171875 -5.078125 \r\n",
"Q 28.375 -14.84375 24.75 -17.8125 \r\n",
"Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
"L 7.90625 -20.796875 \r\n",
"L 7.90625 -13.28125 \r\n",
"L 13.1875 -13.28125 \r\n",
"Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
"Q 21 -9.765625 23.484375 -3.21875 \r\n",
"L 25.09375 0.875 \r\n",
"L 2.984375 54.6875 \r\n",
"L 12.5 54.6875 \r\n",
"L 29.59375 11.921875 \r\n",
"L 46.6875 54.6875 \r\n",
"L 56.203125 54.6875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-121\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(14.798438 131.056719)rotate(-90)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"52.099609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"113.378906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"141.162109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"202.441406\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" <use x=\"243.554688\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"line2d_11\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 98.750625 162.820411 \r\n",
"L 98.750625 175.064651 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_12\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 98.750625 140.504476 \r\n",
"L 98.750625 135.758301 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_13\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 87.813825 175.064651 \r\n",
"L 109.687425 175.064651 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_14\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 87.813825 135.758301 \r\n",
"L 109.687425 135.758301 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_15\"/>\r\n",
" <g id=\"line2d_16\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 143.390625 105.195051 \r\n",
"L 143.390625 121.308092 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_17\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 143.390625 68.699083 \r\n",
"L 143.390625 43.497563 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_18\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 132.453825 121.308092 \r\n",
"L 154.327425 121.308092 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_19\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 132.453825 43.497563 \r\n",
"L 154.327425 43.497563 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_20\"/>\r\n",
" <g id=\"line2d_21\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 188.030625 83.13258 \r\n",
"L 188.030625 97.120426 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_22\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 188.030625 41.43643 \r\n",
"L 188.030625 19.52158 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_23\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 177.093825 97.120426 \r\n",
"L 198.967425 97.120426 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_24\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 177.093825 19.52158 \r\n",
"L 198.967425 19.52158 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_25\"/>\r\n",
" <g id=\"line2d_26\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 266.150625 192.222185 \r\n",
"L 266.150625 212.287587 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_27\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 266.150625 151.512037 \r\n",
"L 266.150625 114.121983 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_28\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 255.213825 212.287587 \r\n",
"L 277.087425 212.287587 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_29\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 255.213825 114.121983 \r\n",
"L 277.087425 114.121983 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_30\"/>\r\n",
" <g id=\"line2d_31\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 310.790625 198.56156 \r\n",
"L 310.790625 200.333019 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_32\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 310.790625 182.250761 \r\n",
"L 310.790625 177.281761 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_33\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 299.853825 200.333019 \r\n",
"L 321.727425 200.333019 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_34\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 299.853825 177.281761 \r\n",
"L 321.727425 177.281761 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_35\"/>\r\n",
" <g id=\"line2d_36\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 355.430625 187.707191 \r\n",
"L 355.430625 203.953927 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_37\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 355.430625 138.602107 \r\n",
"L 355.430625 115.670617 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_38\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 344.493825 203.953927 \r\n",
"L 366.367425 203.953927 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_39\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 344.493825 115.670617 \r\n",
"L 366.367425 115.670617 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_40\"/>\r\n",
" <g id=\"line2d_41\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 76.877025 151.790568 \r\n",
"L 120.624225 151.790568 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_42\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 121.517025 87.137861 \r\n",
"L 165.264225 87.137861 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_43\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 166.157025 64.721655 \r\n",
"L 209.904225 64.721655 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_44\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 244.277025 168.480169 \r\n",
"L 288.024225 168.480169 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_45\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 288.917025 193.793102 \r\n",
"L 332.664225 193.793102 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_46\">\r\n",
" <path clip-path=\"url(#p72e212d461)\" d=\"M 333.557025 170.106793 \r\n",
"L 377.304225 170.106793 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_12\">\r\n",
" <path d=\"M 59.690625 224.64 \r\n",
"L 59.690625 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_13\">\r\n",
" <path d=\"M 394.490625 224.64 \r\n",
"L 394.490625 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_14\">\r\n",
" <path d=\"M 59.690625 224.64 \r\n",
"L 394.490625 224.64 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_15\">\r\n",
" <path d=\"M 59.690625 7.2 \r\n",
"L 394.490625 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_4\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 2.5 \r\n",
"C 0.663008 2.5 1.29895 2.236584 1.767767 1.767767 \r\n",
"C 2.236584 1.29895 2.5 0.663008 2.5 0 \r\n",
"C 2.5 -0.663008 2.236584 -1.29895 1.767767 -1.767767 \r\n",
"C 1.29895 -2.236584 0.663008 -2.5 0 -2.5 \r\n",
"C -0.663008 -2.5 -1.29895 -2.236584 -1.767767 -1.767767 \r\n",
"C -2.236584 -1.29895 -2.5 -0.663008 -2.5 0 \r\n",
"C -2.5 0.663008 -2.236584 1.29895 -1.767767 1.767767 \r\n",
"C -1.29895 2.236584 -0.663008 2.5 0 2.5 \r\n",
"z\r\n",
"\" id=\"C0_0_d6feed6bbb\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"100.672291\" xlink:href=\"#C0_0_d6feed6bbb\" y=\"175.064651\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"103.018876\" xlink:href=\"#C0_0_d6feed6bbb\" y=\"162.820411\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"93.600491\" xlink:href=\"#C0_0_d6feed6bbb\" y=\"151.790568\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"102.41517\" xlink:href=\"#C0_0_d6feed6bbb\" y=\"140.504476\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"104.174087\" xlink:href=\"#C0_0_d6feed6bbb\" y=\"135.758301\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_5\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 2.5 \r\n",
"C 0.663008 2.5 1.29895 2.236584 1.767767 1.767767 \r\n",
"C 2.236584 1.29895 2.5 0.663008 2.5 0 \r\n",
"C 2.5 -0.663008 2.236584 -1.29895 1.767767 -1.767767 \r\n",
"C 1.29895 -2.236584 0.663008 -2.5 0 -2.5 \r\n",
"C -0.663008 -2.5 -1.29895 -2.236584 -1.767767 -1.767767 \r\n",
"C -2.236584 -1.29895 -2.5 -0.663008 -2.5 0 \r\n",
"C -2.5 0.663008 -2.236584 1.29895 -1.767767 1.767767 \r\n",
"C -1.29895 2.236584 -0.663008 2.5 0 2.5 \r\n",
"z\r\n",
"\" id=\"C1_0_44c6c9fc63\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"147.39835\" xlink:href=\"#C1_0_44c6c9fc63\" y=\"121.308092\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"138.511316\" xlink:href=\"#C1_0_44c6c9fc63\" y=\"109.063852\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"140.0637\" xlink:href=\"#C1_0_44c6c9fc63\" y=\"103.905451\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"142.780145\" xlink:href=\"#C1_0_44c6c9fc63\" y=\"91.772624\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"144.032607\" xlink:href=\"#C1_0_44c6c9fc63\" y=\"82.503099\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"140.319858\" xlink:href=\"#C1_0_44c6c9fc63\" y=\"71.473256\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"141.714133\" xlink:href=\"#C1_0_44c6c9fc63\" y=\"60.376565\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"139.080029\" xlink:href=\"#C1_0_44c6c9fc63\" y=\"43.497563\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_6\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 2.5 \r\n",
"C 0.663008 2.5 1.29895 2.236584 1.767767 1.767767 \r\n",
"C 2.236584 1.29895 2.5 0.663008 2.5 0 \r\n",
"C 2.5 -0.663008 2.236584 -1.29895 1.767767 -1.767767 \r\n",
"C 1.29895 -2.236584 0.663008 -2.5 0 -2.5 \r\n",
"C -0.663008 -2.5 -1.29895 -2.236584 -1.767767 -1.767767 \r\n",
"C -2.236584 -1.29895 -2.5 -0.663008 -2.5 0 \r\n",
"C -2.5 0.663008 -2.236584 1.29895 -1.767767 1.767767 \r\n",
"C -1.29895 2.236584 -0.663008 2.5 0 2.5 \r\n",
"z\r\n",
"\" id=\"C2_0_1895f74aa0\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"192.588048\" xlink:href=\"#C2_0_1895f74aa0\" y=\"97.120426\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"184.686662\" xlink:href=\"#C2_0_1895f74aa0\" y=\"91.56094\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"184.149963\" xlink:href=\"#C2_0_1895f74aa0\" y=\"74.70422\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"186.798691\" xlink:href=\"#C2_0_1895f74aa0\" y=\"64.721655\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"188.817524\" xlink:href=\"#C2_0_1895f74aa0\" y=\"46.561408\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"185.653248\" xlink:href=\"#C2_0_1895f74aa0\" y=\"36.311453\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"193.582383\" xlink:href=\"#C2_0_1895f74aa0\" y=\"19.52158\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_7\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 2.5 \r\n",
"C 0.663008 2.5 1.29895 2.236584 1.767767 1.767767 \r\n",
"C 2.236584 1.29895 2.5 0.663008 2.5 0 \r\n",
"C 2.5 -0.663008 2.236584 -1.29895 1.767767 -1.767767 \r\n",
"C 1.29895 -2.236584 0.663008 -2.5 0 -2.5 \r\n",
"C -0.663008 -2.5 -1.29895 -2.236584 -1.767767 -1.767767 \r\n",
"C -2.236584 -1.29895 -2.5 -0.663008 -2.5 0 \r\n",
"C -2.5 0.663008 -2.236584 1.29895 -1.767767 1.767767 \r\n",
"C -1.29895 2.236584 -0.663008 2.5 0 2.5 \r\n",
"z\r\n",
"\" id=\"C3_0_3a17a70d83\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"268.70754\" xlink:href=\"#C3_0_3a17a70d83\" y=\"212.287587\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"260.926791\" xlink:href=\"#C3_0_3a17a70d83\" y=\"202.460999\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"265.275862\" xlink:href=\"#C3_0_3a17a70d83\" y=\"192.222185\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"263.33833\" xlink:href=\"#C3_0_3a17a70d83\" y=\"178.718983\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"269.708704\" xlink:href=\"#C3_0_3a17a70d83\" y=\"168.480169\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"266.932018\" xlink:href=\"#C3_0_3a17a70d83\" y=\"164.090514\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"269.98648\" xlink:href=\"#C3_0_3a17a70d83\" y=\"151.512037\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"270.678252\" xlink:href=\"#C3_0_3a17a70d83\" y=\"134.878142\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#1f77b4;stroke:#3d3d3d;\" x=\"269.53297\" xlink:href=\"#C3_0_3a17a70d83\" y=\"114.121983\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_8\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 2.5 \r\n",
"C 0.663008 2.5 1.29895 2.236584 1.767767 1.767767 \r\n",
"C 2.236584 1.29895 2.5 0.663008 2.5 0 \r\n",
"C 2.5 -0.663008 2.236584 -1.29895 1.767767 -1.767767 \r\n",
"C 1.29895 -2.236584 0.663008 -2.5 0 -2.5 \r\n",
"C -0.663008 -2.5 -1.29895 -2.236584 -1.767767 -1.767767 \r\n",
"C -2.236584 -1.29895 -2.5 -0.663008 -2.5 0 \r\n",
"C -2.5 0.663008 -2.236584 1.29895 -1.767767 1.767767 \r\n",
"C -1.29895 2.236584 -0.663008 2.5 0 2.5 \r\n",
"z\r\n",
"\" id=\"C4_0_daf37bc7d5\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"313.206839\" xlink:href=\"#C4_0_daf37bc7d5\" y=\"200.333019\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"307.635845\" xlink:href=\"#C4_0_daf37bc7d5\" y=\"198.56156\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"316.025312\" xlink:href=\"#C4_0_daf37bc7d5\" y=\"193.793102\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"311.023681\" xlink:href=\"#C4_0_daf37bc7d5\" y=\"182.250761\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#ff7f0e;stroke:#3d3d3d;\" x=\"309.731569\" xlink:href=\"#C4_0_daf37bc7d5\" y=\"177.281761\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_9\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 2.5 \r\n",
"C 0.663008 2.5 1.29895 2.236584 1.767767 1.767767 \r\n",
"C 2.236584 1.29895 2.5 0.663008 2.5 0 \r\n",
"C 2.5 -0.663008 2.236584 -1.29895 1.767767 -1.767767 \r\n",
"C 1.29895 -2.236584 0.663008 -2.5 0 -2.5 \r\n",
"C -0.663008 -2.5 -1.29895 -2.236584 -1.767767 -1.767767 \r\n",
"C -2.236584 -1.29895 -2.5 -0.663008 -2.5 0 \r\n",
"C -2.5 0.663008 -2.236584 1.29895 -1.767767 1.767767 \r\n",
"C -1.29895 2.236584 -0.663008 2.5 0 2.5 \r\n",
"z\r\n",
"\" id=\"C5_0_6ac4aa7099\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"352.61565\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"203.953927\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"358.519593\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"198.505853\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"352.699906\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"192.478434\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"355.032814\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"186.116777\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"353.842565\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"182.094784\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"350.14758\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"175.476878\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"360.58396\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"164.736707\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"354.052907\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"152.046817\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"359.113816\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"141.574037\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"351.002273\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"129.686317\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"353.501314\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"119.78174\"/>\r\n",
" </g>\r\n",
" <g clip-path=\"url(#p72e212d461)\">\r\n",
" <use style=\"fill:#2ca02c;stroke:#3d3d3d;\" x=\"350.809726\" xlink:href=\"#C5_0_6ac4aa7099\" y=\"115.670617\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"legend_1\">\r\n",
" <g id=\"patch_16\">\r\n",
" <path d=\"M 311.504688 117.946875 \r\n",
"L 387.490625 117.946875 \r\n",
"Q 389.490625 117.946875 389.490625 115.946875 \r\n",
"L 389.490625 14.2 \r\n",
"Q 389.490625 12.2 387.490625 12.2 \r\n",
"L 311.504688 12.2 \r\n",
"Q 309.504688 12.2 309.504688 14.2 \r\n",
"L 309.504688 115.946875 \r\n",
"Q 309.504688 117.946875 311.504688 117.946875 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
" </g>\r\n",
" <g id=\"text_13\">\r\n",
" <!-- education -->\r\n",
" <defs>\r\n",
" <path d=\"M 45.40625 46.390625 \r\n",
"L 45.40625 75.984375 \r\n",
"L 54.390625 75.984375 \r\n",
"L 54.390625 0 \r\n",
"L 45.40625 0 \r\n",
"L 45.40625 8.203125 \r\n",
"Q 42.578125 3.328125 38.25 0.953125 \r\n",
"Q 33.9375 -1.421875 27.875 -1.421875 \r\n",
"Q 17.96875 -1.421875 11.734375 6.484375 \r\n",
"Q 5.515625 14.40625 5.515625 27.296875 \r\n",
"Q 5.515625 40.1875 11.734375 48.09375 \r\n",
"Q 17.96875 56 27.875 56 \r\n",
"Q 33.9375 56 38.25 53.625 \r\n",
"Q 42.578125 51.265625 45.40625 46.390625 \r\n",
"z\r\n",
"M 14.796875 27.296875 \r\n",
"Q 14.796875 17.390625 18.875 11.75 \r\n",
"Q 22.953125 6.109375 30.078125 6.109375 \r\n",
"Q 37.203125 6.109375 41.296875 11.75 \r\n",
"Q 45.40625 17.390625 45.40625 27.296875 \r\n",
"Q 45.40625 37.203125 41.296875 42.84375 \r\n",
"Q 37.203125 48.484375 30.078125 48.484375 \r\n",
"Q 22.953125 48.484375 18.875 42.84375 \r\n",
"Q 14.796875 37.203125 14.796875 27.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-100\"/>\r\n",
" <path d=\"M 8.5 21.578125 \r\n",
"L 8.5 54.6875 \r\n",
"L 17.484375 54.6875 \r\n",
"L 17.484375 21.921875 \r\n",
"Q 17.484375 14.15625 20.5 10.265625 \r\n",
"Q 23.53125 6.390625 29.59375 6.390625 \r\n",
"Q 36.859375 6.390625 41.078125 11.03125 \r\n",
"Q 45.3125 15.671875 45.3125 23.6875 \r\n",
"L 45.3125 54.6875 \r\n",
"L 54.296875 54.6875 \r\n",
"L 54.296875 0 \r\n",
"L 45.3125 0 \r\n",
"L 45.3125 8.40625 \r\n",
"Q 42.046875 3.421875 37.71875 1 \r\n",
"Q 33.40625 -1.421875 27.6875 -1.421875 \r\n",
"Q 18.265625 -1.421875 13.375 4.4375 \r\n",
"Q 8.5 10.296875 8.5 21.578125 \r\n",
"z\r\n",
"M 31.109375 56 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-117\"/>\r\n",
" <path d=\"M 48.78125 52.59375 \r\n",
"L 48.78125 44.1875 \r\n",
"Q 44.96875 46.296875 41.140625 47.34375 \r\n",
"Q 37.3125 48.390625 33.40625 48.390625 \r\n",
"Q 24.65625 48.390625 19.8125 42.84375 \r\n",
"Q 14.984375 37.3125 14.984375 27.296875 \r\n",
"Q 14.984375 17.28125 19.8125 11.734375 \r\n",
"Q 24.65625 6.203125 33.40625 6.203125 \r\n",
"Q 37.3125 6.203125 41.140625 7.25 \r\n",
"Q 44.96875 8.296875 48.78125 10.40625 \r\n",
"L 48.78125 2.09375 \r\n",
"Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
"Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
"Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
"Q 5.515625 14.109375 5.515625 27.296875 \r\n",
"Q 5.515625 40.671875 12.859375 48.328125 \r\n",
"Q 20.21875 56 33.015625 56 \r\n",
"Q 37.15625 56 41.109375 55.140625 \r\n",
"Q 45.0625 54.296875 48.78125 52.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-99\"/>\r\n",
" <path d=\"M 9.421875 54.6875 \r\n",
"L 18.40625 54.6875 \r\n",
"L 18.40625 0 \r\n",
"L 9.421875 0 \r\n",
"z\r\n",
"M 9.421875 75.984375 \r\n",
"L 18.40625 75.984375 \r\n",
"L 18.40625 64.59375 \r\n",
"L 9.421875 64.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-105\"/>\r\n",
" <path d=\"M 30.609375 48.390625 \r\n",
"Q 23.390625 48.390625 19.1875 42.75 \r\n",
"Q 14.984375 37.109375 14.984375 27.296875 \r\n",
"Q 14.984375 17.484375 19.15625 11.84375 \r\n",
"Q 23.34375 6.203125 30.609375 6.203125 \r\n",
"Q 37.796875 6.203125 41.984375 11.859375 \r\n",
"Q 46.1875 17.53125 46.1875 27.296875 \r\n",
"Q 46.1875 37.015625 41.984375 42.703125 \r\n",
"Q 37.796875 48.390625 30.609375 48.390625 \r\n",
"z\r\n",
"M 30.609375 56 \r\n",
"Q 42.328125 56 49.015625 48.375 \r\n",
"Q 55.71875 40.765625 55.71875 27.296875 \r\n",
"Q 55.71875 13.875 49.015625 6.21875 \r\n",
"Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
"Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
"Q 5.515625 13.875 5.515625 27.296875 \r\n",
"Q 5.515625 40.765625 12.171875 48.375 \r\n",
"Q 18.84375 56 30.609375 56 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-111\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(324.6875 23.798438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"61.523438\" xlink:href=\"#DejaVuSans-100\"/>\r\n",
" <use x=\"125\" xlink:href=\"#DejaVuSans-117\"/>\r\n",
" <use x=\"188.378906\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
" <use x=\"243.359375\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"304.638672\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
" <use x=\"343.847656\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" <use x=\"371.630859\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
" <use x=\"432.8125\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"patch_17\">\r\n",
" <path d=\"M 313.504688 38.476563 \r\n",
"L 333.504688 38.476563 \r\n",
"L 333.504688 31.476563 \r\n",
"L 313.504688 31.476563 \r\n",
"z\r\n",
"\" style=\"fill:#3274a1;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
" </g>\r\n",
" <g id=\"text_14\">\r\n",
" <!-- Bachelor -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.671875 34.8125 \r\n",
"L 19.671875 8.109375 \r\n",
"L 35.5 8.109375 \r\n",
"Q 43.453125 8.109375 47.28125 11.40625 \r\n",
"Q 51.125 14.703125 51.125 21.484375 \r\n",
"Q 51.125 28.328125 47.28125 31.5625 \r\n",
"Q 43.453125 34.8125 35.5 34.8125 \r\n",
"z\r\n",
"M 19.671875 64.796875 \r\n",
"L 19.671875 42.828125 \r\n",
"L 34.28125 42.828125 \r\n",
"Q 41.5 42.828125 45.03125 45.53125 \r\n",
"Q 48.578125 48.25 48.578125 53.8125 \r\n",
"Q 48.578125 59.328125 45.03125 62.0625 \r\n",
"Q 41.5 64.796875 34.28125 64.796875 \r\n",
"z\r\n",
"M 9.8125 72.90625 \r\n",
"L 35.015625 72.90625 \r\n",
"Q 46.296875 72.90625 52.390625 68.21875 \r\n",
"Q 58.5 63.53125 58.5 54.890625 \r\n",
"Q 58.5 48.1875 55.375 44.234375 \r\n",
"Q 52.25 40.28125 46.1875 39.3125 \r\n",
"Q 53.46875 37.75 57.5 32.78125 \r\n",
"Q 61.53125 27.828125 61.53125 20.40625 \r\n",
"Q 61.53125 10.640625 54.890625 5.3125 \r\n",
"Q 48.25 0 35.984375 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-66\"/>\r\n",
" <path d=\"M 54.890625 33.015625 \r\n",
"L 54.890625 0 \r\n",
"L 45.90625 0 \r\n",
"L 45.90625 32.71875 \r\n",
"Q 45.90625 40.484375 42.875 44.328125 \r\n",
"Q 39.84375 48.1875 33.796875 48.1875 \r\n",
"Q 26.515625 48.1875 22.3125 43.546875 \r\n",
"Q 18.109375 38.921875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 75.984375 \r\n",
"L 18.109375 75.984375 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.34375 51.125 25.703125 53.5625 \r\n",
"Q 30.078125 56 35.796875 56 \r\n",
"Q 45.21875 56 50.046875 50.171875 \r\n",
"Q 54.890625 44.34375 54.890625 33.015625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-104\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(341.504688 38.476563)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-66\"/>\r\n",
" <use x=\"68.603516\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"129.882812\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
" <use x=\"184.863281\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
" <use x=\"248.242188\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"309.765625\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"337.548828\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
" <use x=\"398.730469\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"patch_18\">\r\n",
" <path d=\"M 313.504688 53.154688 \r\n",
"L 333.504688 53.154688 \r\n",
"L 333.504688 46.154688 \r\n",
"L 313.504688 46.154688 \r\n",
"z\r\n",
"\" style=\"fill:#e1812c;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
" </g>\r\n",
" <g id=\"text_15\">\r\n",
" <!-- Ph.D -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.671875 64.796875 \r\n",
"L 19.671875 37.40625 \r\n",
"L 32.078125 37.40625 \r\n",
"Q 38.96875 37.40625 42.71875 40.96875 \r\n",
"Q 46.484375 44.53125 46.484375 51.125 \r\n",
"Q 46.484375 57.671875 42.71875 61.234375 \r\n",
"Q 38.96875 64.796875 32.078125 64.796875 \r\n",
"z\r\n",
"M 9.8125 72.90625 \r\n",
"L 32.078125 72.90625 \r\n",
"Q 44.34375 72.90625 50.609375 67.359375 \r\n",
"Q 56.890625 61.8125 56.890625 51.125 \r\n",
"Q 56.890625 40.328125 50.609375 34.8125 \r\n",
"Q 44.34375 29.296875 32.078125 29.296875 \r\n",
"L 19.671875 29.296875 \r\n",
"L 19.671875 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-80\"/>\r\n",
" <path d=\"M 10.6875 12.40625 \r\n",
"L 21 12.40625 \r\n",
"L 21 0 \r\n",
"L 10.6875 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-46\"/>\r\n",
" <path d=\"M 19.671875 64.796875 \r\n",
"L 19.671875 8.109375 \r\n",
"L 31.59375 8.109375 \r\n",
"Q 46.6875 8.109375 53.6875 14.9375 \r\n",
"Q 60.6875 21.78125 60.6875 36.53125 \r\n",
"Q 60.6875 51.171875 53.6875 57.984375 \r\n",
"Q 46.6875 64.796875 31.59375 64.796875 \r\n",
"z\r\n",
"M 9.8125 72.90625 \r\n",
"L 30.078125 72.90625 \r\n",
"Q 51.265625 72.90625 61.171875 64.09375 \r\n",
"Q 71.09375 55.28125 71.09375 36.53125 \r\n",
"Q 71.09375 17.671875 61.125 8.828125 \r\n",
"Q 51.171875 0 30.078125 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-68\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(341.504688 53.154688)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-80\"/>\r\n",
" <use x=\"60.302734\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
" <use x=\"123.681641\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"155.46875\" xlink:href=\"#DejaVuSans-68\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"patch_19\">\r\n",
" <path d=\"M 313.504688 67.832813 \r\n",
"L 333.504688 67.832813 \r\n",
"L 333.504688 60.832813 \r\n",
"L 313.504688 60.832813 \r\n",
"z\r\n",
"\" style=\"fill:#3a923a;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
" </g>\r\n",
" <g id=\"text_16\">\r\n",
" <!-- Master -->\r\n",
" <defs>\r\n",
" <path d=\"M 9.8125 72.90625 \r\n",
"L 24.515625 72.90625 \r\n",
"L 43.109375 23.296875 \r\n",
"L 61.8125 72.90625 \r\n",
"L 76.515625 72.90625 \r\n",
"L 76.515625 0 \r\n",
"L 66.890625 0 \r\n",
"L 66.890625 64.015625 \r\n",
"L 48.09375 14.015625 \r\n",
"L 38.1875 14.015625 \r\n",
"L 19.390625 64.015625 \r\n",
"L 19.390625 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-77\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(341.504688 67.832813)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-77\"/>\r\n",
" <use x=\"86.279297\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"147.558594\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"199.658203\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
" <use x=\"238.867188\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"300.390625\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_10\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 3.872983 \r\n",
"C 1.027127 3.872983 2.012324 3.464901 2.738613 2.738613 \r\n",
"C 3.464901 2.012324 3.872983 1.027127 3.872983 0 \r\n",
"C 3.872983 -1.027127 3.464901 -2.012324 2.738613 -2.738613 \r\n",
"C 2.012324 -3.464901 1.027127 -3.872983 0 -3.872983 \r\n",
"C -1.027127 -3.872983 -2.012324 -3.464901 -2.738613 -2.738613 \r\n",
"C -3.464901 -2.012324 -3.872983 -1.027127 -3.872983 0 \r\n",
"C -3.872983 1.027127 -3.464901 2.012324 -2.738613 2.738613 \r\n",
"C -2.012324 3.464901 -1.027127 3.872983 0 3.872983 \r\n",
"z\r\n",
"\" id=\"m6fcc053f99\" style=\"stroke:#1f77b4;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"323.504688\" xlink:href=\"#m6fcc053f99\" y=\"79.885938\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_17\">\r\n",
" <!-- Bachelor -->\r\n",
" <g transform=\"translate(341.504688 82.510938)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-66\"/>\r\n",
" <use x=\"68.603516\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"129.882812\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
" <use x=\"184.863281\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
" <use x=\"248.242188\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"309.765625\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"337.548828\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
" <use x=\"398.730469\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_11\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 3.872983 \r\n",
"C 1.027127 3.872983 2.012324 3.464901 2.738613 2.738613 \r\n",
"C 3.464901 2.012324 3.872983 1.027127 3.872983 0 \r\n",
"C 3.872983 -1.027127 3.464901 -2.012324 2.738613 -2.738613 \r\n",
"C 2.012324 -3.464901 1.027127 -3.872983 0 -3.872983 \r\n",
"C -1.027127 -3.872983 -2.012324 -3.464901 -2.738613 -2.738613 \r\n",
"C -3.464901 -2.012324 -3.872983 -1.027127 -3.872983 0 \r\n",
"C -3.872983 1.027127 -3.464901 2.012324 -2.738613 2.738613 \r\n",
"C -2.012324 3.464901 -1.027127 3.872983 0 3.872983 \r\n",
"z\r\n",
"\" id=\"m4ffd204c83\" style=\"stroke:#ff7f0e;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"323.504688\" xlink:href=\"#m4ffd204c83\" y=\"94.564063\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_18\">\r\n",
" <!-- Ph.D -->\r\n",
" <g transform=\"translate(341.504688 97.189063)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-80\"/>\r\n",
" <use x=\"60.302734\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
" <use x=\"123.681641\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"155.46875\" xlink:href=\"#DejaVuSans-68\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_12\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 3.872983 \r\n",
"C 1.027127 3.872983 2.012324 3.464901 2.738613 2.738613 \r\n",
"C 3.464901 2.012324 3.872983 1.027127 3.872983 0 \r\n",
"C 3.872983 -1.027127 3.464901 -2.012324 2.738613 -2.738613 \r\n",
"C 2.012324 -3.464901 1.027127 -3.872983 0 -3.872983 \r\n",
"C -1.027127 -3.872983 -2.012324 -3.464901 -2.738613 -2.738613 \r\n",
"C -3.464901 -2.012324 -3.872983 -1.027127 -3.872983 0 \r\n",
"C -3.872983 1.027127 -3.464901 2.012324 -2.738613 2.738613 \r\n",
"C -2.012324 3.464901 -1.027127 3.872983 0 3.872983 \r\n",
"z\r\n",
"\" id=\"m4d7db3990a\" style=\"stroke:#2ca02c;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"323.504688\" xlink:href=\"#m4d7db3990a\" y=\"109.242188\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_19\">\r\n",
" <!-- Master -->\r\n",
" <g transform=\"translate(341.504688 111.867188)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-77\"/>\r\n",
" <use x=\"86.279297\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"147.558594\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"199.658203\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
" <use x=\"238.867188\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"300.390625\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <defs>\r\n",
" <clipPath id=\"p72e212d461\">\r\n",
" <rect height=\"217.44\" width=\"334.8\" x=\"59.690625\" y=\"7.2\"/>\r\n",
" </clipPath>\r\n",
" </defs>\r\n",
"</svg>\r\n"
],
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"sns.boxplot(x=\"management\", y=\"salary\", hue=\"education\", data=salary)\n",
"sns.stripplot(x=\"management\", y=\"salary\", hue=\"education\", data=salary, jitter=True, dodge=True, linewidth=1)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Density Plots"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAm4AAAJuCAYAAAAJqI4TAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOzdeXwV1f3/8deHAGEHgQiyI4sKoiABqthad6pYbIsFdy0WN2pr++ui7ddav6XVLvZrq9ZSl7qgqLhFi+KC+waouICiEVAQl0BA9iXh8/vjTMw13iQ3kMnNJO/n4zGP3HvmzLlnYgzvnJlzxtwdEREREan/mmS7AyIiIiKSGQU3ERERkYRQcBMRERFJCAU3ERERkYRQcBMRERFJCAU3ERERkYRQcBMR2Qlm9h8z+31dHysijZuCm4g0eGa2zMw2m9kGM1tjZv81s57Z7peISE0puIlIY3Gcu7cB9gA+Bf6R5f7UmJk1zXYfRCS7FNxEpFFx9y3ATGAQgJkda2avmdk6M1tuZpem1jezg83sBTNbG+0/I2X3btHo3Xoze9nM+qUct7eZPWZmxWa22My+X1mfzOyHZlYY1S0ws24p+9zMzjez94D3aue7ICJJpeAmIo2KmbUCJgAvRUUbgdOADsCxwLlmdnxUtxfwMGF0Lg8YCixIae5E4HfAbkAhMDU6rjXwGHA7sHtU71ozG5ymP4cBfwS+TxgN/ACYUaHa8cAoorApIo2Xht1FpLG438xKgDbAZ8DRAO7+VEqdN8zsDuAQ4H7gZOBxd78j2r862src6+5zAcxsOnBlVD4WWObuN0XvXzWze4DxwMIK/ToZuNHdX43auQhYY2Z93H1ZVOeP7l6802cuIg2GRtxEpLE43t07ALnAFOBpM+tqZqPM7EkzKzKzz4FzgM7RMT2B96to85OU15sIoRCgNzAqury61szWEgJa1zRtdCOMsgHg7hsI4bB7Sp3lGZ+liDRoCm4i0qi4e6m73wuUAgcTLmcWAD3dvT1wHWBR9eVAv7QNVW058LS7d0jZ2rj7uWnqriQEPeCLy6ydgI9Su70TfRCRBkjBTUQaFQvGEe5LextoCxS7+xYzGwmclFJ9OnCEmX3fzJqaWSczG5rBxzwEDDSzU82sWbSNMLN90tS9HTjTzIaaWS7wB+DllMukIiJfUHATkcbiQTPbAKwjTCI43d0XAucBl5nZeuAS4K6yA9z9Q+AY4GdAMWFiwv7VfZC7rweOAiYSRtQ+Aa4gXKatWPcJ4H+Ae4CPCSN8E3f6LEWkQTN3jcCLiIiIJIFG3EREREQSQsFNREREJCEU3EREREQSQsFNREREJCEU3EREREQSolE/8qpz587ep0+fbHdDRERE5AuvvPLKKnfPS7evUQe3Pn36MH/+/Gx3Q0REROQLZvZBZft0qVREREQkIRTcRERERBJCwU1EREQkIRTcRERERBJCwU1EREQkIRr1rFKRhmjatPTlkyfH31ZdfHZlduYzRESSRiNuIiIiIgmh4CYiIiKSEApuIiIiIgmh4CYiIiKSEApuIiIiIgmh4CYiIiKSEApuIiIiIgmh4CYiIiKSEApuIiIiIgmh4CYiIiKSEApuIiIiIgmh4CYiIiKSEApuIiIiIgkRa3AzszFmttjMCs3sV2n255rZndH+l82sT8q+i6LyxWZ2dHVtmtl/zGypmS2ItqFxnpuIiIhIXWsaV8NmlgNcAxwJrADmmVmBuy9KqTYJWOPu/c1sInAFMMHMBgETgcFAN+BxMxsYHVNVmz9395lxnZOIiIhINsU54jYSKHT3Je6+DZgBjKtQZxxwc/R6JnC4mVlUPsPdt7r7UqAwai+TNkVEREQapDiDW3dgecr7FVFZ2jruXgJ8DnSq4tjq2pxqZm+Y2d/MLDddp8xsspnNN7P5RUVFNT8rERERkSyJM7hZmjLPsE5NywEuAvYGRgAdgV+m65S7T3P3fHfPz8vLS1dFREREpF6KM7itAHqmvO8BrKysjpk1BdoDxVUcW2mb7v6xB1uBmwiXVUVEREQajDiD2zxggJn1NbPmhMkGBRXqFACnR6/HA3Pc3aPyidGs077AAGBuVW2a2R7RVwOOB96K8dxERERE6lxss0rdvcTMpgCzgRzgRndfaGaXAfPdvQC4AbjVzAoJI20To2MXmtldwCKgBDjf3UsB0rUZfeR0M8sjXE5dAJwT17mJiIiIZENswQ3A3WcBsyqUXZLyegtwQiXHTgWmZtJmVH7YrvZXREREpD7TkxNEREREEkLBTURERCQhFNxEREREEkLBTURERCQhFNxEREREEkLBTURERCQhFNxEREREEkLBTURERCQhFNxEREREEkLBTURERCQhFNxEREREEkLBTURERCQhFNxEREREEkLBTURERCQhFNxEREREEkLBTURERCQhFNxEREREEiLW4GZmY8xssZkVmtmv0uzPNbM7o/0vm1mflH0XReWLzezoGrT5DzPbENc5iYiIiGRLbMHNzHKAa4BvAYOAE81sUIVqk4A17t4f+BtwRXTsIGAiMBgYA1xrZjnVtWlm+UCHuM5JREREJJviHHEbCRS6+xJ33wbMAMZVqDMOuDl6PRM43MwsKp/h7lvdfSlQGLVXaZtRqPsz8IsYz0lEREQka+IMbt2B5SnvV0Rlaeu4ewnwOdCpimOranMKUODuH1fVKTObbGbzzWx+UVFRjU5IREREJJviDG6WpswzrFOjcjPrBpwA/KO6Trn7NHfPd/f8vLy86qqLiIiI1BtxBrcVQM+U9z2AlZXVMbOmQHuguIpjKysfBvQHCs1sGdDKzApr60RERERE6oM4g9s8YICZ9TWz5oTJBgUV6hQAp0evxwNz3N2j8onRrNO+wABgbmVtuvt/3b2ru/dx9z7ApmjCg4iIiEiD0TSuht29xMymALOBHOBGd19oZpcB8929ALgBuDUaHSsmBDGiencBi4AS4Hx3LwVI12Zc5yAiIiJSn8QW3ADcfRYwq0LZJSmvtxDuTUt37FRgaiZtpqnTZmf6KyIiIlKf6ckJIiIiIgmh4CYiIiKSEApuIiIiIgmh4CYiIiKSEBkFNzO7x8yONTMFPREREZEsyTSI/RM4CXjPzC43s71j7JOIiIiIpJFRcHP3x939ZOAAYBnwmJm9YGZnmlmzODsoIiIiIkHGlz7NrBNwBnAW8BpwFSHIPRZLz0RERETkSzJagNfM7gX2Bm4FjnP3j6Ndd5rZ/Lg6JyIiIiLlMn1ywvXREwu+YGa57r7V3fNj6JeIiIiIVJDppdLfpyl7sTY7IiIiIiJVq3LEzcy6At2BlmY2DLBoVzugVcx9ExEREZEU1V0qPZowIaEHcGVK+Xrg4pj6JCIiIiJpVBnc3P1m4GYz+56731NHfRIRERGRNKq7VHqKu98G9DGzn1bc7+5XpjlMRERERGJQ3aXS1tHXNnF3RERERESqVt2l0n9FX3+3M42b2RjCQr05hCVFLq+wPxe4BRgOrAYmuPuyaN9FwCSgFLjA3WdX1aaZ3QDkEyZQvAuc4e4bdqbfIiIiIvVRpg+Z/5OZtTOzZmb2hJmtMrNTqjkmB7gG+BYwCDjRzAZVqDYJWOPu/YG/AVdExw4CJgKDgTHAtWaWU02bF7r7/u6+H/AhMCWTcxMRERFJikzXcTvK3dcBY4EVwEDg59UcMxIodPcl7r4NmAGMq1BnHHBz9HomcLiZWVQ+I1rgdylQGLVXaZtR/4iObwl4hucmIiIikgiZBreyB8kfA9zh7sUZHNMdWJ7yfkVUlraOu5cAnwOdqji2yjbN7CbgE8Ljuf6RQR9FREREEiPT4Pagmb1DuIfsCTPLA7ZUc4ylKas4ClZZnZqWhxfuZwLdgLeBCWk7ZTbZzOab2fyioqJ0VURERETqpYyCm7v/CjgQyHf37cBGvnrZs6IVQM+U9z2AlZXVMbOmQHuguIpjq23T3UuBO4HvVXIu09w9393z8/LyqjkFERERkfoj04fMA+xDWM8t9Zhbqqg/DxhgZn2BjwiTDU6qUKcAOJ3w3NPxwBx3dzMrAG43sysJI2gDgLmEEbevtBnd19bP3Quj18cB79Tg3ERERETqvYyCm5ndCvQDFhCW54BwibLS4ObuJWY2BZhNWLrjRndfaGaXAfPdvQC4AbjVzAoJI20To2MXmtldwCKgBDg/GkmjkjabEJ7w0I4Q7l4Hzq3B90FERESk3st0xC0fGOTuNZqp6e6zgFkVyi5Jeb0FOKGSY6cCUzNscwcwuiZ9ExEREUmaTCcnvAV0jbMjIiIiIlK1TEfcOgOLzGwusLWs0N2/HUuvREREROQrMg1ul8bZCRERERGpXkbBzd2fNrPewAB3f9zMWhEmB4iIiIhIHcn0WaU/JDyS6l9RUXfg/rg6JSIiIiJflenkhPMJszbXAbj7e8DucXVKRERERL4q0+C2NXqoO/DFUw70EHcRERGROpTp5ISnzexioKWZHQmcBzwYX7dEpDbs/cy0XWxhcq30Q0REakemI26/AoqAN4GzCQvg/iauTomIiIjIV2U6q3SHmd0P3O/uRTH3SURERETSqHLEzYJLzWwV4aHti82syMwuqeo4EREREal91V0q/QlhNukId+/k7h2BUcBoM7sw9t6JiIiIyBeqC26nASe6+9KyAndfApwS7RMRERGROlJdcGvm7qsqFkb3uTWLp0siIiIikk51wW3bTu4TERERkVpW3azS/c1sXZpyA1rE0B8RERERqUSVwc3d9SB5EakV7vDZZ/Duu7B6NaxZA5s3Q+vW0LYt7LEHDBkCbdpku6ciIvVXpk9O2ClmNga4CsgBrnf3yyvszwVuAYYDq4EJ7r4s2ncRMAkoBS5w99lVtWlm04F8YDswFzjb3bfHeX4iUrktW6CwEN57D6ZPh7feguLiqo8xgwEDYPRoaNEC9t0Xmsb6W0pEJFli+5VoZjnANcCRwApgnpkVuPuilGqTgDXu3t/MJgJXABPMbBAwERgMdAMeN7OB0TGVtTmdMNsV4HbgLOCfcZ2fiHzV2rXw+uuwYAEsXgylpdCkCYwYASecAIMGwcCBsPvusNtu0KoVbNwI69fDhx+G4159Fe67L7TVti0cfDAcfnh4LSLS2MX5t+xIoDBaPgQzmwGMA1KD2zjg0uj1TOBqM7OofIa7bwWWmllh1B6Vtenus8oaNbO5QI+4TkxEyq1dC3fcAbfeCi++GMp23x0OOwwGD4Y994Qf/aj6dvbfH447Lrzevh1++lN49ll45BGYMyfsO+wwyNENHCLSiMUZ3LoDy1PeryAs3pu2jruXmNnnQKeo/KUKx3aPXlfZppk1A04FfryL/ReRSuzYAU89BTfeCPfcEy6LDhkC3/42DBsW7lcz2/n2mzUL7Q0ZAh9/DDNnhu2FF+CUU6Bfv1o7FRGRRMn0IfM7I92vbc+wTk3LU10LPOPuz6btlNlkM5tvZvOLivTYVZGa2LYNnnkmjKQdfjg89BD84Acwf364RHrssdCt266Ftor22AOmTIFzzw0B8S9/gcceC5MdREQamzhH3FYAPVPe9wBWVlJnhZk1BdoDxdUcW2mbZvZbIA84u7JOufs0YBpAfn6+fvWLZGDdujDC9vTTsGEDHHAA3HILjB8PLVvG//lmMHQo7LUX/Oc/YfRt6VI47bQwiUFEpLGIM7jNAwaYWV/gI8Jkg5Mq1CkATgdeBMYDc9zdzawAuN3MriRMThhAmClqlbVpZmcBRwOHu/uOGM9LpNHYsAFmzw6hbft22G8/OOII+POfa3dULVMtW8I558Cjj4YJDJ99Bj/+sSYuiEjjEVtwi+5ZmwLMJizdcaO7LzSzy4D57l4A3ADcGk0+KCYEMaJ6dxEmMpQA57t7KUC6NqOPvA74AHgxzG/gXne/LK7zE2nI1m5qzpWPD+FPj4fLoyNGhMugXbuG/dkIbWXM4OijoXt3uO46+Otf4Sc/yV5/RETqUqwrJEUzPWdVKLsk5fUW4IRKjp0KTM2kzahcqz2J7KLSHca0Z/fm1/ePYM2mFgwfDmPHhvvW6pt994ULLoCrrw4jgBMmQO/e2e6ViEi84pycICIJ8sL7Xcj/w3c47/avM7Tnal77zT1Mnlw/Q1uZgQPhwgth0yY48kjQfCMRaegU3EQauVUbcjn9pm8y+k/jWLWhBXf+8HGeuPC/DO25Ottdy0jfvmHW6YoVcMwxYTFfEZGGSpcXRRqx+17rwznTD2bNplwuGvMaF3/rNdq0KMl2t2qsXz+48074znfge98Ly5Q0b57tXomI1D6NuIk0Qp9vbsYpNxzKd687iu4dNjH/4vv4w3fmJTK0lTnuOPj3v8Mab1OmaJ03EWmYNOIm0sjMW5bHxH8fzgfFbfjt2Ff49TGv0iynYaScM88MD7X/4x/Dum/nnZftHomI1C4FN5FGwh3+Pmdffn7PKLq228zTP3uQ0f0/zXa3at3vfw9vvhnWdxs0CL75zWz3SESk9ii4iTQCW0tzOPPmg7n5xb0Yt/8ybjz9aTq23prtbsWiSROYPh2+9rXwZIdXX4VevbLdKxGR2qF73EQauNWbW/KTx8dy84t7cenY+dx7zqMNNrSVadcOHnggLB48cWJ46oOISEOg4CbSgL1b3ImzH/kOS9Z0ZObZj/Hb416lSSP5v37AgDBZ4cUX4de/znZvRERqRyP5FS7S+Lz5Jkx5dBwGXH1UAd87YGm2u1TnJkyAc88NT1Z46KFs90ZEZNcpuIk0QC+9BNdeC33ar+FfY+5jQMdkLKYbhyuvhGHD4PTT4cMPs90bEZFdo+Am0sA8/jjcdFO4VPh/RzxEx5abs92lrGrRAu66K9znpvvdRCTpFNxEGgh3uPhiuPtuOOAA+NGPoFUzpRSA/v3hhht0v5uIJJ+Cm0gD4A4XXBAWnv3GN+CHP4RmzbLdq/rlhBPgnHPC/W6zZ2e7NyIiO0fruEnjMG1atnsQG3f4yV0HcvWcIfz0iDf49u4vYc9lu1ew9zO79j3f+5ld7MDkyV8puvJKeO45OO00eP116Nq1kmN39eclzWeLiNQGjbiJJJg7/PTuA/n7nCFcePgb/GX8S5hlu1f1V8uW4WH069fDqafCjh3Z7pGISM1oxE2kvtm2DdauDdvnn8PGjWHbsAE2bQqvt27Ft2/n46KmnLfB+W3uOtrP3YzNha9tD8nNAczYkdOMHTnN4fnm0Lw55OaGO/Zbt4Y2baBt2/C1TRvo0AE6dgz1GqhBg+Dvfw+Xk//0J/jVr7LdIxGRzMUa3MxsDHAVkANc7+6XV9ifC9wCDAdWAxPcfVm07yJgElAKXODus6tq08ymAD8B+gF57r4qznMT2Wk7dsDq1fDZZ+VbURGsWRO2jRvTH1cWtlq1wnNzeXddV97esDs9dt9G//7rsKY5AKxaCUb00Hh3mpRup0npNlq33gZbt4Yw+Omn5UEwnbZtYbfdOLLjw2zo1Ie1XQbyeZe9WNtlLzZ16AYke1hv0iR47DH4zW/gkEPgwAOz3SMRkczEFtzMLAe4BjgSWAHMM7MCd1+UUm0SsMbd+5vZROAKYIKZDQImAoOBbsDjZjYwOqayNp8HHgKeiuucRGrEPQSxjz6CFSvKv372GZSWltfLzYW8vDDS1a9fGPXabbewtWsXwlrr1tC06RfN/urekfzp0aGcd8hCrj7x+S9dHi2s5N6wvG+kKSwtLR/NW78+9Le4+Iuv7T97jx6LHqXZtvKAtz23NfxrIAwZAkOHhm3//UP/E8Is3MY2dy6ceCIsWBC+7SIi9V2cI24jgUJ3XwJgZjOAcUBqcBsHXBq9nglcbWYWlc9w963AUjMrjNqjsjbd/bWoLMZTEqnCunWwdGnYli2DDz748ohWp07Qowfstx/svnvYunQJ4SzDn1t3uPj+Efzp0aGcmya01VhOTvj8du3S7p7JZNixg9ZrP6LDp4tp/+m7tP90MUOavhOGrG65pbxyr14ctdtQVvcYyuqeQ8ndsJqtrTtmfG51rX17mDEDDj44XDa9665621URkS/EGdy6A8tT3q8ARlVWx91LzOxzoFNU/lKFY7tHr6trUyR+7vDJJ/Duu2FbsiSMVAE0aRICWn5++NqjB3TrFu6M38WP/M0DI7j8kWGc/Y1FXD1xF0Nbppo0YWPHnmzs2JOP9jkCgCFlkyY//TRMz1ywABYsoP1TC+j1xkM08XDX/7YW7VjXuS9s2hP69oXevcMl33pi1CiYOhV++cvwXFNNBhWR+i7O4JbunxTPsE5l5elmwVZss+pOmU0GJgP06tWrJodKY+YeLnG+/XZ5WFu/Puzr0CFc4jzssBBOevWq9Zv73eGSgnz+8PAwfnjw21x74nP142HxXbrAUUeFDbh7GuRs20THj95i3yeuot2qJbRdtRTuez3UNwshtm9f2HPP8H3r0iWrQ13/7//BE0/Aj38MBx0E++6bta6IiFQrzuC2AuiZ8r4HsLKSOivMrCnQHiiu5tjq2qySu08DpgHk5+fXKPRJI7NlCyxeDAsXhm1VNN9lt93C1MSBA2GvvaBz59iDx+8eGs7vZx3ApNHvcN3Jz9aP0FaJ0uatKOo7ko8HHsLHAw8B4BsHbAiXj5cuDaOTr74aFlSDcP9eWYjr1w/69KnTWa1NmoQrvvvvHx5KP28etKqzTxcRqZk4g9s8YICZ9QU+Ikw2OKlCnQLgdOBFYDwwx93dzAqA283sSsLkhAHAXMJIXHVtiuy84uJw6e/118OoWmlpCBF77QVHHAGDB4eJBHU4QvS7Bw/gdw8N58yDFjPtlGfqdWirVJs2YSirbDhrx45wmXXJEnj//bC9+WbY16QJ9OrFni36sa5zP9bl9WNbq3hnDnTpArfeGgYOf/xj+PeIWD9ORGSnxRbconvWpgCzCUt33OjuC83sMmC+uxcANwC3RpMPiglBjKjeXYSJDCXA+e5eCl8s+/GlNqPyC4BfAF2BN8xslrufFdf5SQPhDitXfnGPFh9+GMq7dg2XPgcPDg+6zNLzo/73v8O49KF8zjhwMdef+nQyQ1s6TZrAHnuEbfToULZhw5eC3B7vPUOPd54AYEvrTqzrvCef54Ugt7FDd2iSU6tdOvJIuOii8Niwr23di0kHL67V9kVEakOs67i5+yxgVoWyS1JebwFOqOTYqcDUTNqMyv8O/H0XuyyNxapVYS2IuXPh449DWd++8J3vhOUtKn0WUt1wh0sfHM5l/x3OaV97l+tPS+hIW020aRNm3O63HwAvPFlCmzXLabfqfdoVLaH9Z++x+wfzAChpmsv6zn2/GJFb13lPYNcmfwD87//C/Plw3h0HM6R7MSP7Fu1ymyIitUlPTpDGY8MGeOUVePnlMKoDYTTtpJNCWGvfPrv9i7jD/zyQz9SHD+DMgxbz71OfIadJ47sd03Oasr5zX9Z37stHewPu5G4sjoJc2HotnIW54xg8v0f477nnnuGre40vaefkwB13QP5eG/nudUfyyq/vo0u7zfGcoIjITlBwk4Zt0yZ48EG45hp4661wb1W3bnD88TByZFhbrR5xh4vuG8kVs4fyw4PfrvcTEeqUGVvbdKKoTSeK+oRlHXO2b6Ht6qW0K1pCn5LCMIL6TLQC8d//HqaJjh4dvg4fHhY7rkanTnDfuY9x0BXj+N51R/L4hf+lRbPSao8TEakLCm7S8JSWwpw5cNttcO+9YaStQwc4/PCwcFePHvVypVV3+H8zv8aVj+8XFted+LxCWzVKm7Vgbdd9WNt1H/p8gxDMP/44jKjm5MDzz8P994fKzZuHtfXKwtyBB4ZZCWkM7bmam898ku9PO5Izbz6E6T+Yo/8WIlIvKLhJw+Aelpi47bawHP4nn4SnAXz/+3DKKWFZj3r8L+/2UuOsWw7hlpcG8qND3+KqCS/Ux2xZ/zVpAt27h61sNd1PP4UXXwwh7oUXwkjcX/4S9vXrVz4iN3p0WOYl+jk5YfhSrvjuy/zy3lH07bSeP3xnXpZOSkSknIKbJNuSJTB9etgWLw6jKsccE8LasceWr9L/3nvZ7WcVNm5tygnTjuDht3rxu+Pm8z/HvqrQVpu6dAmXxo8/PrzfsiWE/BdeCGHukUfKH93Vvj187Wvhkuqee/Lzb2zh/aJ2/PGRYfTsuIFzD3k7e+chIoKCmyRRUVF4sOT06WEkBeCQQ+BnP4Px48MCuQmxakMuY68ew7xlefzr5GeY/I13st2lhq9FizDCdtBB4bEJ7uHS6gsvlIe5hQvBHTPjuh49OK7joUy/fQx529oy/oh19fJSu4g0DgpukgybNsEDD4SwNns2lJSExVwvvxxOPDE8ZiphCj9rx9irx/BBcRvuOecxjh/6Qba71DiZhVmo/fvDaaeFsv/7v/CUh/ffx95/n2M/vZOx3AIzYdOsTrTap0/57NWePcP9dCIidUDBTeqvkpLwEMnp08Mkg40bw8SCn/4UTj75i/W+kujRRd2Z8O8jaGLOoz+exdcHfJLtLkmqVq3C4suDBwNgpaVsXvoJ1/0nl65Fb/LtxU/S+pVXQt1mzcJjusoe2bXnntnrt4g0eApuUr+UlsKzz8Kdd8I994TLou3bh1G1k0+Gb3yjXk8yqI47XPn4EH5xzygG7bGWB86bzZ5567PdLalOTg4t+3fnrN80Y+zVZ3DSe924/rj7mbTHw+WP7Hr00TCrFeDf//7yUiR77aXLqyJSKxTcJPt27ICXXgph7e67w3IOrVrB2LHhqd/HHFM+ySDBVm3I5Qc3f5MH3+jNd4ct5eYznqRNi5Jsd0tqoG2L7cz+8cOcdP1hnPXg8RSO6c3U8fPC3xLbtsGyZSHElZSEZUhuvDEc2LFj+X11o0eHZUla6VH2IlJzCm6SHTt2wLx5IajddRcsXx5m8h1zTAhrY8dC69bZ7mWtmfNON0696VBWbWjB/33/BS447C0NwCRUi2al3H3245x3+8Fc/sgwFn28Gzef8RQdWgEDB4Zt8uTwM/7uu+UTHl54AR56KDTStCkMG1Y+InfggeE2ABGRaii4Sd3ZvDksjPvAA+FpBp98Eu4POvpo+MMf4NvfDmuvNSBrNjbnF/eO4vrn9mGvLmv575RHGNpzdba7Jbsop4lz3T/xd0cAACAASURBVMnPMrhbMT+7+0CGT/0u95zz2Jf/2zZpAnvvHbYf/CCUrV4dZkKXhbnrrgsTISA80WPkyLBI9KhRYVSubdu6PzkRqdcU3CRey5aFe38eeSTMBt20KfxjNGYMjBsXRtgStHxHpnbsgBnz+/HTuw9k1YYW/Pyo1/nt2FdonatLow2FGVxw2ELye6/ihGlHMOry47nk2Ff5xdELaFbZQZ06hdHksWPD+23bYMGC8Pzcsq3sSQ9mYXJEWZAbOTK8b6pf2yKNmX4DSO1atw6eeiqEtUcfLV/4tmdPOOOMMKr2zW9m9MzIpJrzTjd+cc8oXvkwj+G9inj4Rw8zrJdG2Rqqg/p9ymu/vocpM0bzmwdGcNcre/Lv4SFnVat581Bx5Ej40Y9C2erV4ZmrZUHuvvvghhvCvtatwyXWAw4I27BhsM8+YeRaRBoFBTfZNR9/DM89F2aCPvccvP56GG5q1QoOPRSmTIGjjmrws+rc4ZGFPfnzo/vx5OLu9NxtA7ec+SQnj3wvyZNgJUO7t9vCXZOf4IEFhZx3x8GMGhXWgr7sspCraqRTJ/jWt8IG4YersLA8yL36Klx/fRi9hvBH0H77lQe6YcPCo7vatKnVcxSR+kHBTTK3dm34R+OVV8I2b1545BSEoPa1r8H//E94isFBBzXoUbUyxRtzuWNuP657ZhBvrexI9w4b+Ov4Fznvm4to0aw0292TOjZu6AccutdKrlxzJn/9a1h+8PvfD3+/HHTQTv7tYgYDBoTtlFNCWWlpmPjw2mvh/8lXXw2TfKZNKz+uV6/ytegGDw5hToFOJPEU3OSrNm8Oz/18+21YtCh8fe218pAG0Ls3DB8O558PX/86DB3aaC7XFG/M5ZGFPbj3tb48+EZvtpXkMLTnKm4+40kmjnif5k13ZLuLkkXtWm7n0h+H/zX+9KewpNuMGbD//uFuge9+txYe9JGTE4by9tkHTjoplLmHe0pffz08smvRovB1zhzYurX82F69QggsWyy4bOHgfv0a3OQgkYYo1uBmZmOAq4Ac4Hp3v7zC/lzgFmA4sBqY4O7Lon0XAZOAUuACd59dVZtm1heYAXQEXgVOdfdtcZ5fYpWUhIVtP/gg/KJfujRsZWtQLV0a/hGAMDOuX79w+eWss0JYO+AA6Nw5m2dQp9ZsbM5LS7vwXGFXnn53D15csjs7vAld2m3ivEMWcfqB72qmqHxFXh78+c9w6aVw++3wz3/ChReGLT8fjjyyfHC6ViaPmkHfvmE7/vjy8pKS8EdXWZBbtCj8f37vvbBq1Zfb6NQp/P/eu3eY5dqtG3Tv/uWvGrETyarYgpuZ5QDXAEcCK4B5Zlbg7otSqk0C1rh7fzObCFwBTDCzQcBEYDDQDXjczAZGx1TW5hXA39x9hpldF7X9z7jOr97Yvh0+/zxs69aVv167Fj77LCy58emn5V8//TT8si4LZmXy8sIv/BEjwvMa99knXFYZMKDBX/LcXmqs2ZjLirWt+WB1Wz4sbsMHq9uw+NMOvPFRR1asCf9Q5TTZwbCeq7hozAKO2/8DRvQu0v1rUq3WreGHPwzbe++FvHT//WE07o9/LL8Sut9+4Ypmr15h69kzLO22y8sZNm1avr5caqCD8DtjyZLypz+UvX7jjTATfH2ap3q0awddu4aQ16lTWFy47HVqWdu2YWvTpvyrZsSK7LI4/y8aCRS6+xIAM5sBjANSg9s44NLo9UzgajOzqHyGu28FlppZYdQe6do0s7eBw4DomgE3R+1mN7gVFISbiktLy7eSkqrfl5Vt2wZbtoTLlum+btwYfulu3lx1H1q2DL9ku3QJD8QePTq87tIl/OvQt2/467oB/xV9001w81/Hsr20CSWlTdhe2oRtpU1Yu6k5azblsmnbVy/xtmxWwoAun3PIgI8Z0r2YEX2KGNX3My3nIbtkwAD45S/DtmFDeGDI88+HnLRgQXjKW8W/qZo3D1mpbGvZMpQ9+WQtzPdp1y7c5jB0aPr969fDypXw0Udf/vrJJ2H264oV4dJscXH4nVSdFi3KQ1zLluGPwnRb8+Zfft+sWRj9L9tycr78vrKygw8OVwlEGhDzir8laqths/HAGHc/K3p/KjDK3aek1HkrqrMiev8+MIoQul5y99ui8huAh6PDvtJmSv3+UXlP4GF33zdNvyYDk6O3ewGLa/G00+kMrKq2luwKfY/jpe9vvPT9jZ++x/HS97f29Xb3vHQ74hxxS/e3YMWUWFmdysrTXZiqqv5XC92nAdPS7YuDmc139/y6+rzGSN/jeOn7Gy99f+On73G89P2tW3HeobMC6JnyvgewsrI6ZtYUaA8UV3FsZeWrgA5RG5V9loiIiEiixRnc5gEDzKyvmTUnTDYoqFCnADg9ej0emOPh2m0BMNHMcqPZogOAuZW1GR3zZNQGUZsPxHhuIiIiInUutkul7l5iZlOA2YSlO25094Vmdhkw390LgBuAW6PJB8WEIEZU7y7CRIYS4Hx3LwVI12b0kb8EZpjZ74HXorbrgzq7LNuI6XscL31/46Xvb/z0PY6Xvr91KLbJCSIiDZmZ/Qd4yN1nZrsvItJ4aBUqEZE6kHIProjITtMvEhGRiJm1Bu4iTHDKAf6XsGzQcUBL4AXgbK9wqcLMLklXx8yeit6PBuaY2RnAQHffbmbtgDeAAe6+vQ5OT0QaAI24iYiUGwOsdPf9o3UgHwGudvcR0fuWwNg0x1VVp4O7H+LuvwOeAo6NyicC9yi0iUhNKLiJiJR7EzjCzK4ws6+7++fAoWb2spm9SXhCy+A0x1VV586U19cDZ0avzwRuqv1TEJGGTJdKRUQi7v6umQ0HjgH+aGaPAucD+e6+3MwuBVqkHmNmLYBrq6jzxbOg3P15M+tjZocAOe7+VrxnJCINjUbcREQiZtYN2BQ9bu8vwAHRrlVm1obytSJTtcigTqpbgDvQaJuI7ASNuImIlBsC/NnMdgDbgXOB4wmXUJcRFgH/Endfa2b/rqpOBdOB3xPCm4hIjWgdNxGROmRm44Fx7n5qtvsiIsmjETcRkTpiZv8AvkW4h05EpMY04iYiIiKSEJqcICIiIpIQCm4iIiIiCaHgJiIiIpIQCm4iIiIiCaHgJiIiIpIQCm4iIiIiCaHgJiIiIpIQCm4iIiIiCaHgJiIiIpIQCm4iIiIiCaHgJiIiIpIQCm4iIiIiCaHgJiIiIpIQCm4iIiIiCaHgJiIiIpIQCm4iIiIiCaHgJiIiIpIQCm4iIiIiCaHgJiIiIpIQCm4iIiIiCaHgJiKNlpktM7NtZta5QvkCM3Mz67MLbT9lZmftah9FRFIpuIlIY7cUOLHsjZkNAVpmrztf9CMn230QkfpHwU1EGrtbgdNS3p8O3FL2xsyONbPXzGydmS03s0tT9rUws9vMbLWZrTWzeWbWxcymAl8HrjazDWZ2dVR/bzN7zMyKzWyxmX0/pa3/mNk/zWyWmW0EDo35vEUkgRTcRKSxewloZ2b7RKNcE4DbUvZvJAS7DsCxwLlmdny073SgPdAT6AScA2x2918DzwJT3L2Nu08xs9bAY8DtwO6EUb5rzWxwymedBEwF2gLPxXK2IpJoCm4iIuWjbkcC7wAfle1w96fc/U133+HubwB3AIdEu7cTAlt/dy9191fcfV0lnzEWWObuN7l7ibu/CtwDjE+p84C7Px991pbaPUURaQiaZrsDIiL1wK3AM0BfUi6TApjZKOByYF+gOZAL3J1yXE9ghpl1IIzU/drdt6f5jN7AKDNbm1LWNGqjzPJdPxURacg04iYijZ67f0CYpHAMcG+F3bcDBUBPd28PXAdYdNx2d/+duw8CDiKMqpXdL+cV2lkOPO3uHVK2Nu5+bmpXavXERKTBUXATEQkmAYe5+8YK5W2BYnffYmYjCfehAWBmh5rZkOjeuHWES6el0e5PgT1T2nkIGGhmp5pZs2gbYWb7xHZGItLgKLiJiADu/r67z0+z6zzgMjNbD1wC3JWyryswkxDa3gaepnxiw1XAeDNbY2Z/d/f1wFHARGAl8AlwBeHSq4hIRsxdI/MiIiIiSaARNxEREZGEUHATERERSQgFNxEREZGEUHATERERSYhGvQBv586dvU+fPtnuhoiIiMgXXnnllVXunpduX6MObn369GH+/HSz/0VERESyw8w+qGyfLpWKiIiIJISCm4iIiEhCKLiJiIiIJISCm4iIiEhCKLiJiIiIJISCm4iIiEhCxLociJmNAa4CcoDr3f3yCvtzgVuA4cBqYIK7L4v2XQRMAkqBC9x9doZt/gM4093bxHhqIiL1wrRpNas/eXI8/RCRuhHbiJuZ5QDXAN8CBgEnmtmgCtUmAWvcvT/wN+CK6NhBwERgMDAGuNbMcqpr08zygQ5xnZOIiIhINsV5qXQkUOjuS9x9GzADGFehzjjg5uj1TOBwM7OofIa7b3X3pUBh1F6lbUah7s/AL2I8JxEREZGsiTO4dQeWp7xfEZWlrePuJcDnQKcqjq2qzSlAgbt/XFWnzGyymc03s/lFRUU1OiERERGRbIozuFmaMs+wTo3KzawbcALwj+o65e7T3D3f3fPz8tI+BkxERESkXoozuK0Aeqa87wGsrKyOmTUF2gPFVRxbWfkwoD9QaGbLgFZmVlhbJyIiIiJSH8QZ3OYBA8ysr5k1J0w2KKhQpwA4PXo9Hpjj7h6VTzSzXDPrCwwA5lbWprv/1927unsfd+8DbIomPIiIiIg0GLEtB+LuJWY2BZhNWLrjRndfaGaXAfPdvQC4Abg1Gh0rJgQxonp3AYuAEuB8dy8FSNdmXOcgIiIiUp/Euo6bu88CZlUouyTl9RbCvWnpjp0KTM2kzTR1tIabiIiINDh6coKIiIhIQii4iYiIiCSEgpuIiIhIQii4iYiIiCSEgpuIiIhIQii4iYiIiCSEgpuIiIhIQii4iYiIiCSEgpuIiIhIQii4iYiIiCSEgpuIiIhIQii4iYiIiCSEgpuIiIhIQii4iYiIiCSEgpuIiIhIQii4iYiIiCSEgpuIiIhIQii4iYiIiCSEgpuIiIhIQii4iYiIiCSEgpuIiIhIQii4iYiIiCSEgpuIiIhIQii4iYiIiCSEgpuIiIhIQii4iYiIiCSEgpuIiIhIQsQa3MxsjJktNrNCM/tVmv25ZnZntP9lM+uTsu+iqHyxmR1dXZtmdoOZvW5mb5jZTDNrE+e5iYiIiNS12IKbmeUA1wDfAgYBJ5rZoArVJgFr3L0/8DfgiujYQcBEYDAwBrjWzHKqafNCd9/f3fcDPgSmxHVuIiIiItkQ54jbSKDQ3Ze4+zZgBjCuQp1xwM3R65nA4WZmUfkMd9/q7kuBwqi9Stt093UA0fEtAY/x3ERERETqXJzBrTuwPOX9iqgsbR13LwE+BzpVcWyVbZrZTcAnwN7AP9J1yswmm9l8M5tfVFRU87MSERERyZI4g5ulKas4ClZZnZqWhxfuZwLdgLeBCek65e7T3D3f3fPz8vLSVRERERGpl+IMbiuAninvewArK6tjZk2B9kBxFcdW26a7lwJ3At/b5TMQERERqUfiDG7zgAFm1tfMmhMmGxRUqFMAnB69Hg/McXePyidGs077AgOAuZW1aUF/+OIet+OAd2I8NxEREZE61zSuht29xMymALOBHOBGd19oZpcB8929ALgBuNXMCgkjbROjYxea2V3AIqAEOD8aSaOSNpsAN5tZO8Ll1NeBc+M6NxEREZFssDDA1Tjl5+f7/Pnzs90NEZGdNm1azepPnhxPP0Sk9pjZK+6en26fnpwgIiIikhAKbiIiIiIJoeAmIiIikhAKbiIiIiIJoeAmIiIikhAKbiIiIiIJoeAmIiIikhAKbiIiIiIJkVFwM7N7zOzY6AkFIiIiIpIFmQaxfwInAe+Z2eVmtneMfRIRERGRNDIKbu7+uLufDBwALAMeM7MXzOxMM2sWZwdFREREJMj40qeZdQLOAM4CXgOuIgS5x2LpmYiIiIh8SdNMKpnZvcDewK3Ace7+cbTrTjPTU9pFRERE6kBGwQ243t1npRaYWa67b63s6fUiIiIiUrsyvVT6+zRlL9ZmR0RERESkalWOuJlZV6A70NLMhgEW7WoHtIq5byIiIiKSorpLpUcTJiT0AK5MKV8PXBxTn0REREQkjSqDm7vfDNxsZt9z93vqqE8iIiIikkZ1l0pPcffbgD5m9tOK+939yjSHiYiIiEgMqrtU2jr62ibujoiIiIhI1aq7VPqv6Ovv6qY7IiIiIlKZTB8y/ycza2dmzczsCTNbZWanxN05ERERESmX6TpuR7n7OmAssAIYCPw8tl6JiIiIyFdkGtzKHiR/DHCHuxfH1B8RERERqUSmj7x60MzeATYD55lZHrAlvm6JiIiISEUZjbi5+6+AA4F8d98ObATGxdkxEREREfmyTEfcAPYhrOeWeswtVR1gZmOAq4AcwoPqL6+wPzdqYziwGpjg7suifRcBk4BS4AJ3n11Vm2Y2HcgHtgNzgbOjkCmyc6ZN27njJk9OxudJevrvICL1WKazSm8F/gIcDIyItvxqjskBrgG+BQwCTjSzQRWqTQLWuHt/4G/AFdGxg4CJwGBgDHCtmeVU0+Z0YG9gCNASOCuTcxMRERFJikxH3PKBQe7uNWh7JFDo7ksAzGwG4fLqopQ644BLo9czgavNzKLyGe6+FVhqZoVRe1TWprvPKmvUzOYSnq8qIiK7YGcGIGs6+FjTz9iZwc2dHUjNVNznvDOfIQ1TprNK3wK61rDt7sDylPcrorK0ddy9BPgc6FTFsdW2aWbNgFOBR2rYXxEREZF6LdMRt87Aomgka2tZobt/u4pjLE1ZxRG7yupUVp4uaFZs81rgGXd/Nm2nzCYDkwF69eqVroqIiIhIvZRpcLt0J9peAfRMed8DWFlJnRXRpIf2QHE1x1bappn9FsgDzq6sU+4+DZgGkJ+fX5NLvyIiIiJZlelyIE8Dy4Bm0et5wKvVHDYPGGBmfc2sOWGyQUGFOgXA6dHr8cCc6D66AmCimeWaWV9gAGGmaKVtmtlZwNHAie6+I5PzEhEREUmSjEbczOyHhMuLHYF+hPvKrgMOr+wYdy8xsynAbMLSHTe6+0IzuwyY7+4FwA3ArdHkg2JCECOqdxdhIkMJcL67l0Z9+Uqb0UdeB3wAvBjmN3Cvu1+W8XdCREREpJ7L9FLp+YRZnS8DuPt7ZrZ7dQdFMz1nVSi7JOX1FuCESo6dCkzNpM2ovCZr0omIiIgkTqazSre6+7ayN9H9aLo/TERERKQOZRrcnjazi4GWZnYkcDfwYHzdEhEREZGKMg1uvwKKgDcJMzZnAb+Jq1MiIiIi8lUZ3Rfm7jvM7H7gfncvirlPIiIiIpJGlSNuFlxqZquAd4DFZlZkZpdUdZyIiIiI1L7qLpX+BBgNjHD3Tu7eERgFjDazC2PvnYiIiIh8obrgdhphQdulZQXRA95PifaJiIiISB2pLrg1c/dVFQuj+9yaxdMlEREREUmnuuC2bSf3iYiIiEgtq25W6f5mti5NuQEtYuiPiIiIiFSiyuDm7jl11RERERERqVqmC/CKiIiISJYpuImIiIgkhIKbiIiISEIouImIiIgkhIKbiIiISEIouImIiIgkhIKbiIiISEIouImIiIgkhIKbiIiISEIouImIiIgkhIKbiIiISEIouImIiIgkRJUPmRcREdkVpaWwdSuUlECTJpCTU741aQJm2e6hSLIouIlkU2kpfPABFBbC88/DmjWwcSNs3hy2HTvC1qQJtGgRttzc8LVVK+jYERYsgD59oEOHbJ+NNHClpfD557B6ddiKi2HtWti0KfzYlm0XXwxbtpQHtqqUhbdmzcp/vCtuLVpA69bQpk3YunaFTp2gc+fwtWPH0I5IY6DgJlJX3GHx4hDQXn4Z5s2Dd94J/8KlatkybC1ahGEJsxDetm4Ndbdsge3by+v/85/ha7t2IcANGgRDhpRvvXtrWENqxB2WLoU334T//hc++ihsn30WfhRTtW5dvrVtC126QH7+l//OyM0NwWzHjhDkSku/vL3ySviRLvsR37o1bOvWha+bN4dwWBYCb7nly31o2jSEue7dw9atW/nr7t2hb9/yv39Ekk7BTSROGzbAI4/Agw/C44/DypWhvEMHGDECDjsM9tkHBg6E556D9u3Dv3DVKS0NQxvFxXDAAWHUbtkyWLIEXnwRZswor9u2bagzciSMGhW+9uihMCdfKC2F11+HZ54J27PPwqpV5fs7dw4/MsOGlY9wlX1t3vyr7U2eXLPPnzat+jruIcRt2ABHHx36t3p1+PrppyFYrlwZ/hZ64okwMpgqJyf0effdw/nsvjvk5YWgmZenUCfJEWtwM7MxwFVADnC9u19eYX8ucAswHFgNTHD3ZdG+i4BJQClwgbvPrqpNM5sC/AToB+S5+ypEsmHLFnjoIbjtthDatm4N/8IdcQQcfjgcckgIahWD0zvvZP4ZOTlhhK1dOxg//qv7162Dt94K2xtvhNG9q66CbdvC/q5dy0PcqFFhiKR9+50/Z0mcVavCj+kDD4Sgs359KN9zTzj2WDjoINh//zA43KJFdvsK4X+XslG84cOrr79xYwhyK1aEv2dmzoSiojBqWFj45YHuZs1gjz3KR+h69AiD1y1bxnY6IjsttuBmZjnANcCRwApgnpkVuPuilGqTgDXu3t/MJgJXABPMbBAwERgMdAMeN7OB0TGVtfk88BDwVFznJFKloiKYMwd++ctw488ee8DZZ8N3vwujR4frOXWlXbvwL+9BB5WXbd0aQtzLL8PcuWF74IGwzyyM/I0aVb7tu2/d9llit3o1/PWv4T/788+Hy4c9esCJJ8I3vwlf/3p4n+r117PS1V3WujUMGBC2Qw8No4pl3MPI3WefwSeflI/WLVwYBqzLdO0aAlyfPiHQ9uypkTnJvjh/K48ECt19CYCZzQDGAanBbRxwafR6JnC1mVlUPsPdtwJLzawwao/K2nT316KyGE9JpIKy+9aeeCLcEGQWhgMOOgj23jv8ll+8OGxxyeQ6U6rmzeHgg8O2cWO4zLp0adjuvhtuuqm8Xu/e4Qahsm233Xa+nzW9flampucnX7J1K7z2GrzwQvmP4f77w29+A9/+driK3th+bZqFOwjatoV+/b68b/16WL483HmwbBksWgQvvRT2tWgRguBee4VBcwU5yYY4g1t3YHnK+xXAqMrq/P/27ju+yvL+//jrQwgECHsoSwMKIigCBhRXcTD0q6BWK05c1bb6s9rpqLPaamu1dbSKW7QCKioqKlpFq0WWIFOGDAkgW2RLkuv3x+cOOQknIQk5SU7yfj4e9+Pc57rHue6bm5zPuWYIIdvMNgHNo/TPCx3bNlrf2zmLZWZXAVcBHHDAAaU5VCRfTo6XWI0f7z/V09Ph1FO9GjSZenc2aOCdGbp29fcheB1aXiC3ZImXIua1Cm/SxIsfOnTwb622bb2KtaZ98yeBxYu92eTUqR68tWjhgdrf/+7/fBJfw4Z7/pfYuNGrVxcu9OB31izfVr8+dOvmhdNnn+33WCTREhm4xftLHkq4T1Hp8X7bFD5nsUIIw4HhAJmZmaU6VoTcXO8C9+ab3iK6bVu45BJvK1aSTgVVnZm31G7Z0q8JvLtfVlbBYG7GjPxjGjSI35WvKjSMqmFycuCLL7wAeMkS782ZmQl9+8LBB/s/r4K20jHzJqp9+uT/l9i0CRYs8NK42bO9Cemzz8LRR8MZZ3iz006dKjXbUo0lMnDLAtrHvG8HrCxinywzqw00Bjbs5di9nVOk/IXg7cPGjvUgpk0bb7/Ws2f1L21KTc2vKs2zZUv+GBF5y8SJXrSTp2HD/CCwZUsP5A46yJf99qv+960Cbd3qPUEnTPDSoVatYOhQD9gUP5e/xo29U3jv3v5b7ptvPEh++20fw+7mm/1Pw09+Aueeu2d1rMi+SGTgNgXoZGYdgBV4Z4MLCu0zFhgGTATOAT4MIQQzGwv828wewDsndAIm4yVxezunSPlasgRGjfLXVq3giiu8GKMmN25JT/eGPocckp+Wm+vDk+S19F671qtdFy70auW33srfNy2tYAld3nrea+vWvjRoUPHXlkTWrYPXX4ePPvJekl26wIUXevVdTX48K1KtWt564Kqr4PbbvX3cK6/A6NFw002+ZGbCpZd6J5BmzSo7x5LsEha4RW3WrgXew4fueDqEMMfM7gKmhhDGAk8BI6LOBxvwQIxov9F4R4Zs4JoQQg7sHvajwDmj9OuA3wH7AzPNbFwI4cpEXZ/UAN99B6+95i2TGzeGiy/2IoyUlMrOWdVUq5Y38mnRwlu/x9q1C/r3h6+/9mXpUg/uVq70RlgrVvgoq4Wlp3tDokaN/N8gb8l7n/eanl6jIpW1a+H+++HRR31g2iOP9CaWhXuESsVr3x5uuMGXZcs8iBsxAq69Fn71KzjzTLjsMg0ILGWX0L7+IYRxwLhCabfFrO8Azi3i2HuAe0pyzij9IeChfcyyiBddPPgg3HmnNxoaNMi/FVXnVHapqd4Nr3Pn+NtD8IZDedWuq1b5OA2rVvm4FZs2eRX1nDl7zjQB/g3YuLGPsBq7tGzpYzo0alQtqmY3bID77oNHHvHbMHSot6Vq06aycybxHHgg/PrXvsyY4R22X3zRS+OaNvXhV44/3h9PkZLSIE0isd59F665xrvk9ejhrYxbtqzsXFV/Zt5jtUkTr+eLVXg4kLy5kDZt8iVvfeNGH6gsr2o2xPQ9qlfPA7j99/cq2Pbt/Vs1Sapit2+Hhx+GP//ZL/WCC+DWW72mWqOlJIcePXwM7L/8xVsN3HabN5l9+20fkqVfP28LVw1+X0iCKXATAe8hev31PlVUly4+PdXXX1d2riSeunXzOzwUJSfHA7m1a73kLq/0bt68giOstmjhAdyBB3q3pF+TaAAAIABJREFUy4yMKlUVnp0Nzz3nbadWrPAZDf78Z5+CVpJT3brw4x/7b4zVq+Hjj32MvSlT/PfEKad4p4cq9BhKFaPATWq23Fx46in43e+8sdCdd/rMB3XrKnBLZikp+e3tDj204LatW70b4LJl+XO8Tpvm2+rU8QAur1q3EgO599/3dlJz5vhEFi++6MMESvWx337e83TIEJ/Q5MMPvTr19dd9GuPjj9e0W7InBW5Sc82b513BPv3UvxEff7xgL0mpnho08GAuNqDbvDl/dNUFC/ybE/JHWO3e3V8roGp14UJvE/Xmmz7N0iuv+OCuqkKrvurWhRNO8EBt9mwf1/vVV70a9YQTPIjbl0lLpHpR4CY1z44d8Kc/wb33em/Ep5/2vvr6Zqy5Gjb0hka9evn7zZs9gJs924fJnzLFO0AcfLA3VsrM9M4Q5WjTJvjjH+Ghh/yL/N57vfa+bt1y/Ripwsy8Gvzww70g+P33ffngAx/899hj92wCKjWPAjepWT76CH72M/9SvvBCeOABH5tNJFbDhj7GxpFHenX6kiU+APPMmd4l8OWXvSq1Tx8faXUfSuJycvy3wy23+Lhsl10G99zj/Sik5srIgJ/+FM46ywO3zz7Ln1rrD3/wx05qJgVuUjOsXw+/+Y3PS9Oxo9dF9O9f2bmSZFCrVv6MD2ed5Z0cpkzxZcQIeOkl/0Zt3dqHjald8j+rH3/spWozZsBxx8E773isKJKnRQsf9uX0072/zUMPwZgx3lHl1lu9/aPULBr+T6q3EPzLtUsXeOEFuPFGr/pS0CZl1bq1z9Z+110+LP6PfuTDxwweDAcc4EVne+nYsmSJjzTTr5+PzTZyJHzyiYI2KVp6ulelL1vmrxMn+tyoAwb4syM1hwI3qb4WLvS/apdc4m2TvvjCx1KoX7+ycybVgZnXZ/3kJ94g7bXXPPK6915/3k46yXsWZGfvPmTLFo/rDj3US9fuugu++grOO09NLKVkmjTxqtJly3xMuC+/9N8OP/qRV6nGDl8o1ZMCN6l+tm/3ga8OO8wHYn30UW8gosGvJFFSUnwuozff9KFG7r7bS+HOPRc6dCD3nj/x0kNr6dzZ+8Wce653YL31Vg33IGWTng6//a2X3v7jH17I278/HHOM90ZVAFd9KXCT6uXddz1Au+sur4uaPx9+8QtNCigVp23b/OrSN95gw35dqPWHWzj7l+144odhzHx6KiNGaF5RKR/168N11/nj9thj3gTz9NO94/Nrr3nfGqle9G0m1UNWlgdqeY3D//MfH7FUXfOkkixcnMJZzwym+bT3Obn1XJb1/ymn7RzD4Zf39sZJL74IP/xQ2dmUaqJuXbj6am8h8vTTPhPc2Wf7EIQvvligxl6SnAI3SW67dsHf/uadD95+28dR+PJLb18kUgk2bPAZD7p29TZHf/oTvPX1oXQe/wiWleX1Whs2wEUXeRu5P/4R1qyp7GxLNZGa6kPKzJsH//63t5286CIfvebxx30YS0luCtwkeY0f7wOm/uY3cOKJMHcu3HyzRiyVSrFjB/z9794v4aGH4PLLYdEi73i6ux1b48Zer/XVVzBunBeH3Hab90a97DIfF0SkHNSuDeef779j33jDp/b92c98NKQHHvCOMpKcFLhJ8pkzB047DQYO9PlFX3sNxo6FDh0qO2dSA2XnGE99egidO3tJW2amx1+PP+5zUcZVq5ZX67/7rheNXH65D+zbs6d3DxwzxkfmFdlHtWr5SDWff+4lwIce6lOqHXgg3HGHCnuTkQI3SR6rV/tPxu7d4X//g/vv91K2M8/UWApS4XJzYfTUjnS781yuHPEj2rTxL8bx40vZgblLF/jnP72d5l//6uM8/PjHPuDv/ffDd98l7Bqk5jCDk0/25r8TJ/r0WXfe6YW9V17ps7tJclDgJlXfxo0+bkKnTvDUU3Dttd6F6te/VrWoVLicXGP01I70uudsznviFOqk5PLGL95j4kT/Yiyzpk292n/RIp9h/MADfbyHdu3gmmu8h7RIOTj6aK+kmDfPa+j//W//sTFwoBcCayiRqk2Bm1Rd333n47FlZPi4WIMGeTXpP/4BzZtXdu6khtmVYzz7v850u+NcznviFHbsqs2Iyz5kxq2vMviIZeVX6Fu7tncH/PhjmD7dB3178kkvmRs0yBssqYuglIMuXeBf/4Lly71f16xZXoPfrRsMHw5bt1Z2DiUeBW5S9WzY4GX4GRk+Hlv//vmTe3fuXNm5kxpmy47aPPJRNzrdOpTLnutHvTrZvHzV+8y542UuOnoRKbUSWDzRowc884x/s951l3+znnmm/9+4/XZPF9lHzZt7v66lS32GwLQ0H1qkTRuv4Jg5s7JzKLEUuEnVMX8+/PznXjV0xx0+pMeMGT5tkGY9kAq2aE0jrh/Vl7a/v4j/N/JY2jbZytvXvsMXt4zhnCOXJDZgK6xVK28usGwZvP66t/P84x8hI4OBj5xBxhdjqLVrZ8XlR6qlOnV86JBp03z+08GDvbD3iCO8evWZZ9QbtSqoXdkZkBouBG8t++CDPjxC3bpw4YVw/fUK1qTC5eQa781px6MTujFu9gGkpuTwkyMX8/9Oms1RHdZWdva8GnXIEF+WLoWnnqLFw09x4Ky32FG/KYszz2PB0ZewpuPR6rAjZWYGxx/vy9//7qVwjz/unZ+vvdYLfS+6yCtDaiuKqHC65VI5li/3vwbPPQcLFniJwp13eq/RVq0qO3dSw8xe0ZTnP+/MC5MOZtWmBuzfaBt3nD6Vq0+Yx/6Nt1d29uKLBu/9d9s7aPPVf+g88Xk6T3yOrp88xqZWB/N15lCW9Pox69sdoSBOyqx5c/8d/ctfemf+F16AUaO8Q0OrVnDeed4M85hjfMpeSTwFblJxtm3zap5nn/VxE0KAE07wxhVDh6qHqFSobzY04LXpHXj+80588U1LatfK5bTDv2HY0Z9xevdvqFM7OSZ5DLVSWNF1ACu6DuDTHZvp8MWrdPr8eXq88yd6jbubTS0PYmnPs1nc68eszegDKIiT0jPzIUSOPdb7h73zjgdxw4fDww97EDd4sJfGnXyyt5OTxFDgJom1di289Zb3hBs/HrZv95KC226DSy7xYbxFKkAIMHtlU16fkcHrMzL44puWAPQ6YC3/OO8zzu/9NS0bJvd8QLvSGrLgmEtZcMylpH2/howv36DDF69y+AcPcsT4v7K1cWuYOMB7p/bvr97ZUiZ16uTX2H//vQ8h8tprXhL35JOQnu5NlPv396VzZxX6licFblK+srN9CIOPPoI33/Sy9dxcaN/eG0icc46XstVSvxhJvG831eOj+W34cH4bPpjXlqXrG2EW6NtxNX85+3OG9FhG5/02VXY2E2JHo1Z8dfxP+er4n1Jn60YOnPkmB8wex0Fjx3oTBTPo3du/WY87Dvr29Sm5REqhUSP4yU982bkTJkzwipXx432sOPA///37+6Qgffv6tHAK5MpOgZvsmx07vOfnJ5/4/9hPP4XNm33bEUfAH/7gP8t69tT/VEmonFxj/reNmbKsJZOXtOKjBW2Yt6opAE3q7+RHnVZx86kzOKP7sqrbbi1BfmjQlIV9L2Fh30s46IocmDrVi0neew/uvden1zLzDkHHHecNlnr1iobfUcMlKZm6dX0Q34ED/f3ixfD++76MGQNPP+3pLVr4I3bMMXDkkf5V0bJl5eU72Shwk5IJAdav9ymmpk/35Ysv/H3enIqHHuo9Qvv181K11q0rNctSfW3ansq8VU2Zu6opc1Y2Zdo3LZi2rAVbdtYBIL3uDxx38Ldc1nc+J3VZSY/26yt2+I6qLCUFjjrKl9tv9/EdJk2Czz7zH17PP+9TcAHUq8eQ/buzvn0P1rfrwXf7d2HTfp3Z1ri1fojJXnXs6OPBXX21V7zMnevTbf3vf77klciBf10ccYQv3br5RDmdO0OzZpWX/6oqoYGbmQ0C/oH/ZHsyhHBvoe11geeBI4H1wHkhhKXRtpuAK4Ac4LoQwnvFndPMOgAjgWbAF8DFIYQfEnl91c62bbBihc+ZmJXlww0sWODLwoU+9VSe/fbzX+SDB/vrsccWM6O2SOls2+aTXy9bBssmdmLZhnSWrm/I0nUNmfdtE1ZtarB737q1szmi3QaG9V1I74w19D5wLYfsv0mBWkmlp3tr8rz5urKz/Rt2xgyYMYPscTPoOHU0XT95fPchu+o2YFOrzmzarzObm2ewpWl7tjZrz5am7dnSrD2E5grspIBateCww3z56U89bf16f8y+/NKXGTN8dKhdu/KPa97cA7iMDGjb1of5jH1t3brmDUmSsMs1sxTgUaA/kAVMMbOxIYS5MbtdAWwMIRxsZkOB+4DzzKwrMBToBrQBPjCzvCHzizrnfcCDIYSRZvZYdO5/Jer6qpzcXG/4v21b/OX7731GgvXr/TVvyXv/7bf+Wlj79v6/ZuhQ/wl0yCFe7anSNImRmwu7cmrtsfyQk8KWnbXZvKMOW8Z74c7mzf66ZYs/cmvXepAW+1pwqp0TAdi/0TYymm9mQNcsurb+jkP338ihrb+jQ4vNCtLKU+3aPsBv9+5wySW83QUIgQYbl9Nk9QIa5y1rFtBi2VQypo8hJWdXwXP8vrbXhzVv7q+F1xs18oCxQQNIT6fl0gbsqpvOrrrpZNdtQE5KHXJTUslNSVV72GqsefOCvxkAfvgBliwpWGawYAFMnuzlCTsLjTNdq5b3aG3e3Kf7bdbMl9j1Ro2gfn1/3OrX33M9NdUf+7zXqv7IJTJO7QMsCiEsBjCzkcAQIDZwGwLcEa2/AjxiZhaljwwh7ASWmNmi6HzEO6eZzQNOAi6I9nkuOm9yB27HHOPfZDk5/is4Ozt/Pd5rSdWv709z8+b+2qWLV2+2a1fw50z79lCvXsIuT5LT8xM7ccPLfQsEaDm5JfhL95c9k+rU8T+6LVv60rlz/nqrVnDAAZDx+UjaN9tKWmopnnEpX2ZsbXYAW5sdwIpDTym4LTeXepvXkL5xOQ02LCd943KOOWg1rFvny/r1Ppt53nqcv1VnFfPRuVZrdxAXUmp7MHdnav63rJl/0958MwwbVr7XLRWuTh0vHzjkkD23heA/9rKyvHIor4Jo1ar8sohly7wlz8aNZZ/lwcwfrcJLXiHywQd7y4LKYiEk5peqmZ0DDAohXBm9vxg4KoRwbcw+s6N9sqL3XwNH4UHX5yGEF6L0p4B3osP2OGfM/gdH6e2Bd0IIh8XJ11XAVdHbQ4D55XjZ8bQA1iX4M2o63ePE0v1NLN3fxNM9Tizd3/J3YAghbpeNRJa4xWvgUDhKLGqfotLj/awvbv89E0MYDgyPty0RzGxqCCGzoj6vJtI9Tizd38TS/U083ePE0v2tWImsyc0C2se8bwesLGofM6sNNAY2FHNsUenrgCbROYr6LBEREZGklsjAbQrQycw6mFkdvLPB2EL7jAXyGiWcA3wYvO52LDDUzOpGvUU7AZOLOmd0zEfROYjO+UYCr01ERESkwiWsqjSEkG1m1wLv4UN3PB1CmGNmdwFTQwhjgaeAEVHngw14IEa032i8I0M2cE0IIQcg3jmjj/w9MNLM7gamR+euCiqsWrYG0z1OLN3fxNL9TTzd48TS/a1ACeucICJSnZnZs8BbIYRXKjsvIlJzVPHRSkREqoeYNrgiImWmPyQiIhEzawCMxjs4pQB/xIcNOgOoB/wPuDoUqqows9vi7WNmE6L3xwIfmtmlQOcQwi4zawTMBDqFEAqNYCsiEp9K3ERE8g0CVoYQjojGgXwXeCSE0Dt6Xw84Pc5xxe3TJITwoxDCncAE4P+i9KHAqwraRKQ0FLiJiOSbBZxiZveZ2fEhhE3AiWY2ycxm4TO0dItzXHH7jIpZfxK4LFq/DHim/C9BRKozVZWKiERCCAvM7EjgNODPZjYeuAbIDCEsN7M7gLTYY8wsDfhnMfvsnnk1hPCZmWWY2Y+AlBDC7MRekYhUNypxExGJmFkbYFs03d79QK9o0zozSyd/rMhYaSXYJ9bzwEuotE1EykAlbiIi+Q4H/mpmucAu4OfAmXgV6lJ8EPACQgjfmdkTxe1TyIvA3XjwJiJSKhrHTUSkApnZOcCQEMLFlZ0XEUk+KnETEakgZvYwcCrehk5EpNRU4iYiIiKSJNQ5QURERCRJKHATERERSRIK3ERERESShAI3ERERkSShwE1EREQkSShwExEREUkSCtxEREREkoQCNxEREZEkocBNREREJEkocBMRERFJEgrcRERERJKEAjcRERGRJKHATURERCRJKHATERERSRIK3ERERESShAI3ERERkSShwE1EREQkSShwExEREUkSCtxEREREkoQCNxGREjKzCWZ2ZWXnQ0RqLgVuIiKFmNlSM9tuZlvMbLWZPWNm6aU8x6VmlhOdY4uZLYnO0zlR+RaR6k+Bm4hIfGeEENKBXkBv4A9lOMfE6ByNgVOA7cA0Mzus/LIpIjWJAjcRkWKEEFYA7wB5wdaBZvaZmW02s/Fm1qIE58gJIXwdQvgF8DFwR+JyLCLVmQI3EZFimFl74DRgepR0AXAZ0AqoA/ymlKccAxxfbhkUkRpFgZuISHyvm9l3wKd4KdmfovRnQggLQgjbgdFAj1KedyXQrPyyKSI1Se3KzoCISBV1Zgjhg9gEMwP4NiZpG1CqTgtAW2DDvmVNRGoqlbiJiFSss4D/VnYmRCQ5qcRNRCTBzCwFOAD4FdAP6FupGRKRpKUSNxGRchKN1xbb8aCvmW0BvgcmAI2A3iGEWZWRPxFJfhZCqOw8iIiIiEgJqMRNREREJEkocBMRERFJEgrcRERERJJEQgM3MxtkZvPNbJGZ3Rhne10zGxVtn2RmGTHbborS55vZwCitvZl9ZGbzzGyOmf0yZv9mZva+mS2MXpsm8tpEREREKlrCOidE3d8XAP2BLGAKcH4IYW7MPr8AuocQfmZmQ4GzQgjnmVlX4CWgD9AG+ADojE8x0zqE8IWZNQSm4YNkzjWzvwAbQgj3RkFi0xDC74vLY4sWLUJGRkY5X7mIiIhI2U2bNm1dCKFlvG2JHMetD7AohLAYwMxGAkOAuTH7DCF/suVXgEfMhyYfAowMIewElpjZIqBPCGEisAoghLDZzObho5DPjY7pF53rObzrfbGBW0ZGBlOnTt23qxQREREpR2a2rKhtiawqbQssj3mfFaXF3SeEkA1sApqX5NioWrUnMClK2i+EkBfUrcJL5/ZgZleZ2VQzm7p27dpSX5SIiIhIZUlk4GZx0grXyxa1T7HHmlk68CpwfQjh+9JkKoQwPISQGULIbNkybimkiIiISJWUyMAtC2gf874dsLKofcysNtAYn3y5yGPNLBUP2l4MIYyJ2We1mbWO9mkNrCm3KxERERGpAhLZxm0K0MnMOgArgKHABYX2GQsMAyYC5wAfhhCCmY0F/m1mD+CdEzoBk6P2b08B80IIDxRxrnuj1zcSc1kiIiI1065du8jKymLHjh2VnZVqIS0tjXbt2pGamlriYxIWuIUQss3sWuA9IAV4OoQwx8zuAqaGEMbiQdiIqPPBBjy4I9pvNN7pIBu4JoSQY2bHARcDs8xsRvRRN4cQxuEB22gzuwL4Bjg3UdcmIiJSE2VlZdGwYUMyMjLwshQpqxAC69evJysriw4dOpT4uBo9V2lmZmZQr1IpteHDC76/6qrKyYeISAWbN28eXbp0UdBWTkIIfPXVVxx66KEF0s1sWgghM94xmjlBRERESkxBW/kpy71U4CYiIiKSJBLZOUFERESqscItR/ZVSVqemBkXXXQRI0aMACA7O5vWrVtz1FFH8dZbb5VvhqoglbiJiIhI0mjQoAGzZ89m+/btALz//vu0bVt4fP/Kl52dnZDzKnATERGRpHLqqafy9ttvA/DSSy9x/vnn7942efJkjjnmGHr27MkxxxzD/PnzAXj22Wc5++yzGTRoEJ06deJ3v/vd7mN+/vOfk5mZSbdu3bj99tt3p48bN44uXbpw3HHHcd1113H66acDsHXrVi6//HJ69+5Nz549eeONN3Z/xrnnnssZZ5zBgAEDEnLtCtxEREQkqQwdOpSRI0eyY8cOZs6cyVFHHbV7W5cuXfjkk0+YPn06d911FzfffPPubTNmzGDUqFHMmjWLUaNGsXy5z655zz33MHXqVGbOnMnHH3/MzJkz2bFjB1dffTXvvPMOn376KbHTZN5zzz2cdNJJTJkyhY8++ojf/va3bN26FYCJEyfy3HPP8eGHHybk2tXGTURERJJK9+7dWbp0KS+99BKnnXZagW2bNm1i2LBhLFy4EDNj165du7edfPLJNG7cGICuXbuybNky2rdvz+jRoxk+fDjZ2dmsWrWKuXPnkpubS8eOHXePsXb++eczPGrUN378eMaOHcv9998PwI4dO/jmm28A6N+/P82aNUvYtStwExERkaQzePBgfvOb3zBhwgTWr1+/O/3WW2/lxBNP5LXXXmPp0qX069dv97a6devuXk9JSSE7O5slS5Zw//33M2XKFJo2bcqll17Kjh07KG6c2xACr776KoccckiB9EmTJtGgQYPyu8g4VFUqIiIiSefyyy/ntttu4/DDDy+QvmnTpt2dFZ599tm9nuf777+nQYMGNG7cmNWrV/POO+8AXuW6ePFili5dCsCoUaN2HzNw4EAefvjh3cHd9OnTy+GKSkYlbiIiIlImlTlxTLt27fjlL3+5R/rvfvc7hg0bxgMPPMBJJ5201/McccQR9OzZk27dutGxY0eOPfZYAOrVq8c///lPBg0aRIsWLejTp8/uY2699Vauv/56unfvTgiBjIyMChuKRFNeacorKS1NeSUiNdS8efP2mJ6pOtuyZQvp6emEELjmmmvo1KkTN9xwQ7l+Rrx7qimvRERERErpiSeeoEePHnTr1o1NmzZx9dVXV3aWVFUqIiIiEs8NN9xQ7iVs+0olbiIiIiJJQoGbiIiISJJQ4CYiIiKSJBS4iYiIiCQJdU4QERGRsik8PNK+KsHwSikpKQUG3R06dCg33njjPn90RkYGU6dOpUWLFvt8rkRS4CYiIiJJo169esyYMaOys1FpVFUqIiIiSS8jI4Obb76Zvn37kpmZyRdffMHAgQM56KCDeOyxxwCYMGECJ5xwAmeddRZdu3blZz/7Gbm5uXuc64EHHuCwww7jsMMO4+9//zvgsyX84x//2L3PLbfcwkMPPQTAX//6V3r37k337t25/fbbd+/zwgsv0KdPH3r06MHVV19NTk7OPl+nAjcRERFJGtu3b6dHjx67l9g5RNu3b8/EiRM5/vjjufTSS3nllVf4/PPPue2223bvM3nyZP72t78xa9Ysvv76a8aMGVPg/NOmTeOZZ55h0qRJfP755zzxxBNMnz6dK664gueeew6A3NxcRo4cyYUXXsj48eNZuHAhkydPZsaMGUybNo1PPvmEefPmMWrUKD777DNmzJhBSkoKL7744j5fv6pKRUREJGkUV1U6ePBgAA4//HC2bNlCw4YNadiwIWlpaXz33XcA9OnTh44dOwJw/vnn8+mnn3LOOefsPsenn37KWWedRYMGDQA4++yz+e9//8t1111H8+bNmT59OqtXr6Znz540b96c8ePHM378eHr27An4NFkLFy5k5syZTJs2jd69ewMecLZq1Wqfr1+Bm4iIiFQLdevWBaBWrVq71/PeZ2dnA2BmBY4p/L64OdyvvPJKnn32Wb799lsuv/zy3fvfdNNNe0yH9fDDDzNs2DD+/Oc/l/2C4lBVqYiIiNQYkydPZsmSJeTm5jJq1CiOO+64AttPOOEEXn/9dbZt28bWrVt57bXXOP744wE466yzePfdd5kyZQoDBw4EYODAgTz99NNs2bIFgBUrVrBmzRpOPvlkXnnlFdasWQPAhg0bWLZs2T7nXyVuIiIiUjYlGL6jvOW1ccszaNAg7r333hIf37dvX2688UZmzZq1u6NCrF69enHppZfSp08fwEvZ8qpB69Spw4knnkiTJk1ISUkBYMCAAcybN4++ffsCkJ6ezgsvvEDXrl25++67GTBgALm5uaSmpvLoo49y4IEH7tP1W3FFgtVdZmZmmDp1amVnQ5JN4XGLKuEPl4hIZZg3bx6HHnpoZWejzCZMmMD999/PW2+9Vabjc3Nz6dWrFy+//DKdOnUqlzzFu6dmNi2EkBlvf1WVioiIiOzF3LlzOfjggzn55JPLLWgrC1WVioiISI3Qr18/+vXrV6Zju3btyuLFi8s3Q2WgEjcREREpsZrcxKq8leVeJjRwM7NBZjbfzBaZ2R4TiZlZXTMbFW2fZGYZMdtuitLnm9nAmPSnzWyNmc0udK47zGyFmc2IltMSeW0iIiI1TVpaGuvXr1fwVg5CCKxfv560tLRSHZewqlIzSwEeBfoDWcAUMxsbQpgbs9sVwMYQwsFmNhS4DzjPzLoCQ4FuQBvgAzPrHELIAZ4FHgGej/OxD4YQ7k/UNYmIiNRk7dq1Iysri7Vr11Z2VqqFtLQ02rVrV6pjEtnGrQ+wKISwGMDMRgJDgNjAbQhwR7T+CvCI+Uh4Q4CRIYSdwBIzWxSdb2II4ZPYkjkRERGpGKmpqXTo0KGys1GjJbKqtC2wPOZ9VpQWd58QQjawCWhewmPjudbMZkbVqU3j7WBmV5nZVDObql8MIiIikkwSGbhZnLTCleJF7VOSYwv7F3AQ0ANYBfwt3k4hhOEhhMwQQmbLli33ckoRERGRqiORgVsW0D7mfTtgZVH7mFltoDGwoYTHFhBCWB1CyAkh5AJP4FWrIiIiItVGIgO3KUAnM+tgZnXwzgZjC+0zFhgWrZ8DfBi8q8pYYGjU67QD0AmYXNyHmVnrmLdnAbOL2ldEREQkGSWsc0IIIdvMrgXeA1KAp0MIc8zsLmBqCGEs8BQwIup8sAEP7oj2G43dsWEJAAAagUlEQVR3ZMgGrol6lGJmLwH9gBZmlgXcHkJ4CviLmfXAq1SXAlcn6tpEREREKkNCZ04IIYwDxhVKuy1mfQdwbhHH3gPcEyf9/CL2v3ifMisiIiJSxWnmBBEREZEkocBNREREJEkocBMRERFJEgrcRERERJKEAjcRERGRJKHATURERCRJKHATERERSRIK3ERERESShAI3ERERkSShwE1EREQkSShwExEREUkSCtxEREREkoQCNxEREZEkocBNREREJEmUKHAzs1fN7P/MTIGeiIiISCUpaSD2L+ACYKGZ3WtmXRKYJxERERGJo0SBWwjhgxDChUAvYCnwvpn9z8wuM7PURGZQRERERFyJqz7NrDlwKXAlMB34Bx7IvZ+QnImIiIhIAbVLspOZjQG6ACOAM0IIq6JNo8xsaqIyJyIiIiL5ShS4AU+GEMbFJphZ3RDCzhBCZgLyJSIiIiKFlLSq9O44aRPLMyMiIiIiUrxiS9zMbH+gLVDPzHoCFm1qBNRPcN5EREREJMbeqkoH4h0S2gEPxKRvBm5OUJ5EREREJI5iA7cQwnPAc2b24xDCqxWUJxERERGJY29VpReFEF4AMszsV4W3hxAeiHOYiIiIiCTA3qpKG0Sv6YnOiIiIiIgUb29VpY9Hr3dWTHZEREREpCglnWT+L2bWyMxSzew/ZrbOzC5KdOZEREREJF9Jx3EbEEL4HjgdyAI6A79NWK5EREREZA8lDdzyJpI/DXgphLChJAeZ2SAzm29mi8zsxjjb65rZqGj7JDPLiNl2U5Q+38wGxqQ/bWZrzGx2oXM1M7P3zWxh9Nq0hNcmIiIikhRKGri9aWZfAZnAf8ysJbCjuAPMLAV4FDgV6Aqcb2ZdC+12BbAxhHAw8CBwX3RsV2Ao0A0YBPwzOh/As1FaYTcC/wkhdAL+E70XERERqTZKFLiFEG4E+gKZIYRdwFZgyF4O6wMsCiEsDiH8AIyMc8wQ4Llo/RXgZDOzKH1kNBfqEmBRdD5CCJ8A8Ur8Ys/1HHBmSa5NREREJFmUdJJ5gEPx8dxij3m+mP3bAstj3mcBRxW1Twgh28w2Ac2j9M8LHdt2L/nbL4SwKjrXKjNrFW8nM7sKuArggAMO2MspRURERKqOEgVuZjYCOAiYAeREyYHiAzeLkxZKuE9Jji2TEMJwYDhAZmZmuZxTREREpCKUtMQtE+gaQihNoJMFtI953w5YWcQ+WVFJXmO8GrQkxxa22sxaR6VtrYE1pciriIiISJVX0sBtNrA/sKoU554CdDKzDsAKvLPBBYX2GQsMAyYC5wAfhhCCmY0F/m1mDwBtgE7A5L18Xt657o1e3yhFXkXKx/DhBd9fdVX5nKvwecrzc0REJGmUNHBrAcw1s8nAzrzEEMLgog6I2qxdC7wHpABPhxDmmNldwNQQwljgKWCEmS3CS9qGRsfOMbPRwFwgG7gmhJADYGYvAf2AFmaWBdweQngKD9hGm9kVwDfAuSW9CSIiIiLJoKSB2x1lOXkIYRwwrlDabTHrOygiwAoh3APcEyf9/CL2Xw+cXJZ8ioiIiCSDEgVuIYSPzexAoFMI4QMzq4+XoomIiIhIBSnpXKU/xcdZezxKagu8nqhMiYiIiMieSjpzwjXAscD3ACGEhUDccdJEREREJDFKGrjtjGY/ACAaukNjoImIiIhUoJIGbh+b2c1APTPrD7wMvJm4bImIiIhIYSUN3G4E1gKzgKvxnqJ/SFSmRERERGRPJe1VmmtmrwOvhxDWJjhPIiIiIhJHsSVu5u4ws3XAV8B8M1trZrcVd5yIiIiIlL+9VZVej/cm7R1CaB5CaAYcBRxrZjckPHciIiIistveArdLgPNDCEvyEkIIi4GLom0iIiIiUkH2FrilhhDWFU6M2rmlJiZLIiIiIhLP3gK3H8q4TURERETK2d56lR5hZt/HSTcgLQH5EREREZEiFBu4hRA0kbyIiIhIFVHSAXhFREREpJIpcBMRERFJEgrcRERERJKEAjcRERGRJKHATURERCRJKHATERERSRIK3ERERESShAI3ERERkSShwE1EREQkSShwExEREUkSCtxEREREkoQCNxEREZEkocBNREREJEkocBMRERFJEgkN3MxskJnNN7NFZnZjnO11zWxUtH2SmWXEbLspSp9vZgP3dk4ze9bMlpjZjGjpkchrExEREalotRN1YjNLAR4F+gNZwBQzGxtCmBuz2xXAxhDCwWY2FLgPOM/MugJDgW5AG+ADM+scHVPcOX8bQnglUdckIiIiUpkSWeLWB1gUQlgcQvgBGAkMKbTPEOC5aP0V4GQzsyh9ZAhhZwhhCbAoOl9JzikiIiJSLSUycGsLLI95nxWlxd0nhJANbAKaF3Ps3s55j5nNNLMHzaxueVyEiIiISFWRyMDN4qSFEu5T2nSAm4AuQG+gGfD7uJkyu8rMpprZ1LVr18bbRURERKRKSmTglgW0j3nfDlhZ1D5mVhtoDGwo5tgizxlCWBXcTuAZvFp1DyGE4SGEzBBCZsuWLct4aSIiIiIVL5GB2xSgk5l1MLM6eGeDsYX2GQsMi9bPAT4MIYQofWjU67QD0AmYXNw5zax19GrAmcDsBF6biIiISIVLWK/SEEK2mV0LvAekAE+HEOaY2V3A1BDCWOApYISZLcJL2oZGx84xs9HAXCAbuCaEkAMQ75zRR75oZi3x6tQZwM8SdW0iIiIilSFhgRtACGEcMK5Q2m0x6zuAc4s49h7gnpKcM0o/aV/zKyIiIlKVaeYEERERkSShwE1EREQkSShwExEREUkSCtxEREREkoQCNxEREZEkocBNREREJEkkdDgQkWpt0yaYMQPefhvmz4eVKyEnB+rXh9at4cADoUcPyMyEWvqNJCIi+06Bm0hpbdwI48bB//4H2dnQsSP06gUDB8LMmbBlC6xaBbNnw1tvQYsWcOaZcN550K8f1NZ/OxERKRt9g4iUVAjw1FNwxx0esPXtCyedBLffDma+z/Dh+ftv2QL77+/B28iR8OST0LIl/PjHHsQdfzykpFTKpYiISHJS4CZSEtu3w5VXwr//DZ07w8UXQ6tWvi0vaCssPR0uuMCX7dvhnXdg1Ch4/nl47DEP6s49F37yEzjmGFWniojIXilwE9mbdevg1FNh2jS4+25o3rz0QVa9enD22b5s3eqlcKNHwxNPwMMPQ7t2vm3AADjhBGjYMDHXIiIiSU0/8UWKs3o1nHiit1d77TW45ZZ9Lxlr0MCrSl99FdasgRdegJ49vZr19NOhWTMP3t56C77+2js8iIiIoBI3kaKtWuVt2JYt8yDq5JPL/zMaNoQLL/Rlxw747DN4/3344AP49FN4801IS4P33oP+/eGUU7yqVkREaiQFbiLxbNzoQdLy5fDuu14ClmhpaR4c5gWIDzzgw4zMnQtffglvvOHp3bvDEUdAnz5Qp07i8yUiIlWGqkpFCtu+HQYPhkWLYOzYigna4klPhyOP9I4Qixd7fh5+2Hu3jhgBN97oJXO7dlVO/kREpMIpcBOJlZPjvUA/+8yDo5NOquwcOTM46CC49lovffv1r32A35df9uFJxoyp7ByKiEgFUOAmkicEuOYaeP11+PvffZiOqsjM27n98pe+pKX52HDnnuudHUREpNpSGzeRPH/8Izz+uFdBXnddZeemZLp2hUMO8em3br8dJkzwQYIHD67snImISAKoxE0EPGC7/Xa45BL4058qOzelk5Liweb06XDAATBkCPzud2r7JiJSDanETWTMGPjFL+C003xaqqJmQqjqunb1tnm/+hX89a8wcaJPtdW2bWXnLOnFzmRWk1x1Ven2r4j7VBF5Ku1niFQklbhJzTZhApx/vg+tMXo0pKZWdo72TVoa/POf8OKLXgLXsyd89FFl50pERMqJAjepuaZP92rFgw7yAXYbNKjsHJWfCy6AKVN8eq5TToG//MU7X0iNkJvrHaR37YLsbH8vItWDqkqlZpo2zWciaNzYZyVo3ryyc1T+Dj0UJk+Gyy+H3/8eJk2CZ56BRo0qO2eCB1Xffw+bN8O2bT6F7bZtPoxg7PoPP+Qvu3YVfJ+b6/F4bm7+Ulx8XquWN4msVSt/SUnxJTXVx3OOfX3/fZ9mt149qF8/f71hQ3+MYpfGjX3c6nr1/Ph9nRlOROJT4CY1z+TJPpl7kyZejdi+fWXnKHEaNvQq4Acf9A4LvXt7m75u3So7Z9VWCB6MrV8PGzb468aN3vF382Z//f57D8qKUrt2fqBUt64HQvXqeXAUG1jFBmC1annzzNjXWrUKBnY5OQWDvLwlO7tgULhrl+dvzhx/zQsit2/3fffGzGvt09Lyg74GDXxM6fr1C742aFBw0WQgIsVT4CY1y/jxPt5Zixbw4Yc+iG11Z+YdFjIzfWy6Pn28E8b551d2zpLWtm0+ZN7q1bBuXX6AtmGDL4U79KaledDVsCG0a1ewpKphQw9Y6tfPX6pK8BKvkf6uXbBliwefhZc33/Qpd3fs8CAv73XrVr8/y5b5enEdnlNT8+9L7D3Ke+3cGfbbz5emTZO3L5FIWSlwk5ohBHjkEbj+ejjsMHj7bf8GrUlOOAG++MKDtwsu8Hvw8MP+7Sd72LIFFi70Zdw4D9LWrPFly5aC+zZqBM2a+SPVvbvXvDdr5q/Nm3upU3WRmuqPTLzHZtOmkp3jhx88gItdtmzxgDg2KNywAZYu9bS8dnpPPlkwL61a+bL//tCmjXeizlvatPHzpKer6laqDwVuUv1t3eozDOQNTPvii/6XvCZq08arh//0J7j7bl//17/gjDNqZNHFzp0+DeyCBQWXhQth1aqC+zZp4gFCz575wUKrVl54W1VKyJJFnTq+lPQ3Q26u/zf+/nv//ZFX2hm7fPut9zdavXrPdn4pKf7v16SJl3zmrTdtmp/WtKn+HSU5KHCT6u2///XG+V9/DTfd5LMjpKRUdq4qV2qqDzZ8xhkwbJj3rB0wwNvBde1a2bkrdzk5sHz5nsHZggVedRfb47JVK+jUCQYO9Cq5Tp18+eQTb2smlaNWLa8mbdgQTj65+H137fIgbuVKWLHCm3h+913+smKFt93buXPPY+vX90BuzJiCJXdt23ppatu2HqjXwN84UoUocJPqadEiuO02eOkln03gww+hX7/KzlXV0quXV53+618eyHXvDkOHeieG7t0rO3elsnWrB2FLlnjV2tKlHqsvWOCPQuyXdF47qaOOgosv9vW8IK1Jk/jnnzSpIq5CykNqqvc3yutztG5d/P22by8Y0OUtGzd6e7yZMz0ALFx6V6eOF1znBXLxgrs2bVR6J4mT0MDNzAYB/wBSgCdDCPcW2l4XeB44ElgPnBdCWBptuwm4AsgBrgshvFfcOc2sAzASaAZ8AVwcQvghkdcnVUwI8Omn8NhjPmNAnTpw660+HVT9+pWdu6opNdXnZb3gAvjzn32Y+Rdf9KFSLr4YzjzTI51KtGuXV3+tXOnVlytXepC2dGl+oLZmTcFj0tKgQwcPyE47LT84y2vYrhITyRvapHXrPbfldcrIK71bsSJ/ycrKX582Dd54wzthFNayZcHgrk2bglXseUvjxnoepXQSFriZWQrwKNAfyAKmmNnYEMLcmN2uADaGEA42s6HAfcB5ZtYVGAp0A9oAH5hZ5+iYos55H/BgCGGkmT0Wnftfibo+qSLWrYPPP/fW4+PG+Td6o0Zwww3wm994i2XZuxYt4G9/gz/8wWdeePJJn7c1LQ1OOsmXfv28Y8c+1hnu2uWlGnk9MGOXdevyg7NVq3xZu3bPUo/UVO8Q3KGD1/R26AAZGfmvCs6kPBQuvYsnBH+eiwruli/32efWry/6M1q2zA/k8tZbtNizLV7selpaYq5Zqr5Elrj1ARaFEBYDmNlIYAgQG7gNAe6I1l8BHjEzi9JHhhB2AkvMbFF0PuKd08zmAScBF0T7PBedV4FbMps+vWC3s7wGKnl/DWfN8lfw8RROOQXuvBPOOad6zYJQAnljdRUejLX0aU3JHXoL2T++mZTJE2n49ks0/Px96o8bB0BurRS2tDmETft3Zmvjtmxu2IZNDdqwuVYjNuc04PucBny/sy7bdtRiZWjN8pw2u3sM5vUS3Ly56OtISfGgq00br+E++mgvEWnd2tPy1vffX70EpWow8x7EzZrB4YcXvd8PP/iPkLVr83snr1lT8P3atd4xZvVq72FbnLp1PYDLG0omdiy8wu9jh5vJGwcwdikqrXbtPccKjDeIc1HbzPJ/QBVel7JLZODWFlge8z4LOKqofUII2Wa2CWgepX9e6Ni8mbLjnbM58F0IITvO/pKs+vaN34K4ZUuvezjuOG+ndeSRcMwxNbr1+GWXwXPPlecZDTgmWqANKziOT+meO5PDs2bRMWshbZlAF74r8gzDW93CVwfdTXq6B2ONGuUPk1HU0qiRAjKpnurUya82LYmdO/dsexdvPW/Wjbxlw4Y904obN6+iDR7s1ctSdhYSNH+hmZ0LDAwhXBm9vxjoE0L4fzH7zIn2yYref42XrN0FTAwhvBClPwWMw+dW3eOcMfsfHKW3B8aFEPb4/WNmVwF5w0oeAswv72svpAVQRPNYKSe6x4ml+5tYur+Jp3ucWLq/5e/AEELLeBsSWeKWBcS2DGgHrCxinywzqw00Bjbs5dh46euAJmZWOyp1i/dZAIQQhgPDy3JBZWFmU0MImRX1eTWR7nFi6f4mlu5v4ukeJ5bub8VKZKXEFKCTmXUwszp4Z4OxhfYZCwyL1s8BPgxeBDgWGGpmdaPeop2AyUWdMzrmo+gcROdUYayIiIhUKwkrcYvarF0LvIcP3fF0CGGOmd0FTA0hjAWeAkZEnQ824IEY0X6j8Y4M2cA1IYQcgHjnjD7y98BIM7sbmB6dW0RERKTaSFgbN3FmdlVUPSsJonucWLq/iaX7m3i6x4ml+1uxFLiJiIiIJAl1vBcRERFJEgrcysDMlprZLDObYWZTo7RmZva+mS2MXptG6WZmD5nZIjObaWa9Ys4zLNp/oZkNK+rzagIze9rM1pjZ7Ji0crunZnZk9G+2KDq2Rg0BWcT9vcPMVkTP8QwzOy1m203RvZpvZgNj0gdFaYvM7MaY9A5mNim676OizkM1hpm1N7OPzGyemc0xs19G6XqGy0kx91jPcTkwszQzm2xmX0b3984oPe49Me88OCq6h5PMLCPmXKW671JKIQQtpVyApUCLQml/AW6M1m8E7ovWTwPewUc0PRqYFKU3AxZHr02j9aaVfW2VeE9PAHoBsxNxT/FeyX2jY94BTq3sa64C9/cO4Ddx9u0KfAnUBToAX+OdgVKi9Y5AnWifrtExo4Gh0fpjwM8r+5or+P62BnpF6w2BBdF91DOc+Hus57h87q8B6dF6KjApejbj3hPgF8Bj0fpQYFRZ77uW0i0qcSs/Q/Cptohez4xJfz64z/Hx5loDA4H3QwgbQggbgfeBQRWd6aoihPAJ3rM4Vrnc02hboxDCxOB/WZ6POVeNUMT9LcruKedCCEuAvCnndk9jF0L4Acibcs7wKedeiY6P/beqEUIIq0IIX0Trm4F5+OwteobLSTH3uCh6jksheha3RG9ToyVQ9D2JfbZfAU6O7mGp7nuCL6taUuBWNgEYb2bTzGdiANgvhLAK/A8M0CpKjzf1V9ti0iVfed3TttF64XSBa6OquqfzqvEo/f3VlHMxoiqjnniJhZ7hBCh0j0HPcbkwsxQzmwGswX80fE3R96TAlJVA7JSV+s5LIAVuZXNsCKEXcCpwjZmdUMy+8dqhhGLSZe9Ke091r+P7F3AQ0ANYBfwtStf9LSMzSwdeBa4PIXxf3K5x0nSPSyDOPdZzXE5CCDkhhB747EN9gEPj7Ra96v5WEgVuZRBCWBm9rgFewx/w1VF1BtHrmmj3oqbvKsmUYDVded3TrGi9cHqNFkJYHf2hzgWewJ9jKP393T3lXKH0GsXMUvGA4sUQwpgoWc9wOYp3j/Ucl78QwnfABLyNW1H3ZPd9tJJNWanvvHKiwK2UzKyBmTXMWwcGALMpOH1X7JRbY4FLol5kRwOboiqT94ABZtY0KtofEKVJvnK5p9G2zWZ2dNQG4xI0JVpeIJHnLPw5Bk05V2rRc/UUMC+E8EDMJj3D5aSoe6znuHyYWUszaxKt1wNOwdsRFnVPymXKysRfWTVU2b0jkm3Be8R8GS1zgFui9ObAf4CF0WuzKN2AR/G2ArOAzJhzXY433FwEXFbZ11bJ9/UlvJpjF/7L7IryvKdAJv4H/WvgEaLBp2vKUsT9HRHdv5n4H9DWMfvfEt2r+cT0XsR7Qy6Itt0Sk94R/+O8CHgZqFvZ11zB9/c4vNpnJjAjWk7TM1wh91jPcfnc3+74dJEzo+fstuLuCZAWvV8Ube9Y1vuupXSLZk4QERERSRKqKhURERFJEgrcRERERJKEAjcRERGRJKHATURERCRJKHATERERSRIK3EREysDMnjWzc/a+p4hI+VHgJiJSAWJGnxcRKTP9IRERiUSzoYzGp+NJAf4IHAKcAdQD/gdcHQoNgGlmt8Xbx8wmRO+PBT40s0uBziGEXWbWCB/stFMIYVcFXJ6IVAMqcRMRyTcIWBlCOCKEcBjwLvBICKF39L4ecHqc44rbp0kI4UchhDvx+R//L0ofCryqoE1ESkOBm4hIvlnAKWZ2n5kdH0LYBJxoZpPMbBZwEtAtznHF7TMqZv1J4LJo/TLgmfK/BBGpzlRVKiISCSEsMLMj8TkV/2xm44Fr8LlEl5vZHfgcjbuZWRrwz2L22Rpz/s/MLMPMfgSkhBBmIyJSCipxExGJmFkbYFsI4QXgfqBXtGmdmaUD8XqRppVgn1jPAy+h0jYRKQOVuImI5Dsc+KuZ5QK7gJ8DZ+JVqEuBKYUPCCF8Z2ZPFLdPIS8Cd+PBm4hIqVihzlEiIpJA0dhvQ0IIF1d2XkQk+ajETUSkgpjZw8CpeBs6EZFSU4mbiIiISJJQ5wQRERGRJKHATURERCRJKHATERERSRIK3ERERESShAI3ERERkSShwE1EREQkSfx/ITziXaQsHKUAAAAASUVORK5CYII=\n",
"image/svg+xml": [
"<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
"<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
" \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
"<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
"<svg height=\"620.874375pt\" version=\"1.1\" viewBox=\"0 0 622.31875 620.874375\" width=\"622.31875pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
" <defs>\r\n",
" <style type=\"text/css\">\r\n",
"*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
" </style>\r\n",
" </defs>\r\n",
" <g id=\"figure_1\">\r\n",
" <g id=\"patch_1\">\r\n",
" <path d=\"M -0 620.874375 \r\n",
"L 622.31875 620.874375 \r\n",
"L 622.31875 0 \r\n",
"L -0 0 \r\n",
"z\r\n",
"\" style=\"fill:none;\"/>\r\n",
" </g>\r\n",
" <g id=\"axes_1\">\r\n",
" <g id=\"patch_2\">\r\n",
" <path d=\"M 62.86875 175.984792 \r\n",
"L 615.11875 175.984792 \r\n",
"L 615.11875 22.318125 \r\n",
"L 62.86875 22.318125 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_3\">\r\n",
" <path clip-path=\"url(#p2151182f41)\" d=\"M 244.991506 175.984792 \r\n",
"L 251.225462 175.984792 \r\n",
"L 251.225462 29.635585 \r\n",
"L 244.991506 29.635585 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_4\">\r\n",
" <path clip-path=\"url(#p2151182f41)\" d=\"M 251.225462 175.984792 \r\n",
"L 257.459418 175.984792 \r\n",
"L 257.459418 175.984792 \r\n",
"L 251.225462 175.984792 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_5\">\r\n",
" <path clip-path=\"url(#p2151182f41)\" d=\"M 257.459418 175.984792 \r\n",
"L 263.693375 175.984792 \r\n",
"L 263.693375 175.984792 \r\n",
"L 257.459418 175.984792 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_6\">\r\n",
" <path clip-path=\"url(#p2151182f41)\" d=\"M 263.693375 175.984792 \r\n",
"L 269.927331 175.984792 \r\n",
"L 269.927331 29.635585 \r\n",
"L 263.693375 29.635585 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_7\">\r\n",
" <path clip-path=\"url(#p2151182f41)\" d=\"M 269.927331 175.984792 \r\n",
"L 276.161287 175.984792 \r\n",
"L 276.161287 175.984792 \r\n",
"L 269.927331 175.984792 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_8\">\r\n",
" <path clip-path=\"url(#p2151182f41)\" d=\"M 276.161287 175.984792 \r\n",
"L 282.395243 175.984792 \r\n",
"L 282.395243 29.635585 \r\n",
"L 276.161287 29.635585 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_9\">\r\n",
" <path clip-path=\"url(#p2151182f41)\" d=\"M 282.395243 175.984792 \r\n",
"L 288.6292 175.984792 \r\n",
"L 288.6292 175.984792 \r\n",
"L 282.395243 175.984792 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_10\">\r\n",
" <path clip-path=\"url(#p2151182f41)\" d=\"M 288.6292 175.984792 \r\n",
"L 294.863156 175.984792 \r\n",
"L 294.863156 175.984792 \r\n",
"L 288.6292 175.984792 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_11\">\r\n",
" <path clip-path=\"url(#p2151182f41)\" d=\"M 294.863156 175.984792 \r\n",
"L 301.097112 175.984792 \r\n",
"L 301.097112 29.635585 \r\n",
"L 294.863156 29.635585 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_12\">\r\n",
" <path clip-path=\"url(#p2151182f41)\" d=\"M 301.097112 175.984792 \r\n",
"L 307.331069 175.984792 \r\n",
"L 307.331069 29.635585 \r\n",
"L 301.097112 29.635585 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_13\">\r\n",
" <path clip-path=\"url(#p2151182f41)\" d=\"M 185.956222 175.984792 \r\n",
"L 201.52521 175.984792 \r\n",
"L 201.52521 143.429526 \r\n",
"L 185.956222 143.429526 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_14\">\r\n",
" <path clip-path=\"url(#p2151182f41)\" d=\"M 201.52521 175.984792 \r\n",
"L 217.094198 175.984792 \r\n",
"L 217.094198 143.429526 \r\n",
"L 201.52521 143.429526 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_15\">\r\n",
" <path clip-path=\"url(#p2151182f41)\" d=\"M 217.094198 175.984792 \r\n",
"L 232.663186 175.984792 \r\n",
"L 232.663186 143.429526 \r\n",
"L 217.094198 143.429526 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_16\">\r\n",
" <path clip-path=\"url(#p2151182f41)\" d=\"M 232.663186 175.984792 \r\n",
"L 248.232173 175.984792 \r\n",
"L 248.232173 143.429526 \r\n",
"L 232.663186 143.429526 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_17\">\r\n",
" <path clip-path=\"url(#p2151182f41)\" d=\"M 248.232173 175.984792 \r\n",
"L 263.801161 175.984792 \r\n",
"L 263.801161 110.874261 \r\n",
"L 248.232173 110.874261 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_18\">\r\n",
" <path clip-path=\"url(#p2151182f41)\" d=\"M 263.801161 175.984792 \r\n",
"L 279.370149 175.984792 \r\n",
"L 279.370149 175.984792 \r\n",
"L 263.801161 175.984792 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_19\">\r\n",
" <path clip-path=\"url(#p2151182f41)\" d=\"M 279.370149 175.984792 \r\n",
"L 294.939137 175.984792 \r\n",
"L 294.939137 143.429526 \r\n",
"L 279.370149 143.429526 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_20\">\r\n",
" <path clip-path=\"url(#p2151182f41)\" d=\"M 294.939137 175.984792 \r\n",
"L 310.508124 175.984792 \r\n",
"L 310.508124 143.429526 \r\n",
"L 294.939137 143.429526 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_21\">\r\n",
" <path clip-path=\"url(#p2151182f41)\" d=\"M 310.508124 175.984792 \r\n",
"L 326.077112 175.984792 \r\n",
"L 326.077112 175.984792 \r\n",
"L 310.508124 175.984792 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_22\">\r\n",
" <path clip-path=\"url(#p2151182f41)\" d=\"M 326.077112 175.984792 \r\n",
"L 341.6461 175.984792 \r\n",
"L 341.6461 143.429526 \r\n",
"L 326.077112 143.429526 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_1\">\r\n",
" <g id=\"xtick_1\">\r\n",
" <g id=\"line2d_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L 0 3.5 \r\n",
"\" id=\"me75085351c\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"88.153082\" xlink:href=\"#me75085351c\" y=\"175.984792\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_2\">\r\n",
" <g id=\"line2d_2\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"176.502802\" xlink:href=\"#me75085351c\" y=\"175.984792\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_3\">\r\n",
" <g id=\"line2d_3\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"264.852523\" xlink:href=\"#me75085351c\" y=\"175.984792\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_4\">\r\n",
" <g id=\"line2d_4\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"353.202243\" xlink:href=\"#me75085351c\" y=\"175.984792\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_5\">\r\n",
" <g id=\"line2d_5\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"441.551964\" xlink:href=\"#me75085351c\" y=\"175.984792\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_6\">\r\n",
" <g id=\"line2d_6\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"529.901685\" xlink:href=\"#me75085351c\" y=\"175.984792\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_1\">\r\n",
" <!-- salary -->\r\n",
" <defs>\r\n",
" <path d=\"M 44.28125 53.078125 \r\n",
"L 44.28125 44.578125 \r\n",
"Q 40.484375 46.53125 36.375 47.5 \r\n",
"Q 32.28125 48.484375 27.875 48.484375 \r\n",
"Q 21.1875 48.484375 17.84375 46.4375 \r\n",
"Q 14.5 44.390625 14.5 40.28125 \r\n",
"Q 14.5 37.15625 16.890625 35.375 \r\n",
"Q 19.28125 33.59375 26.515625 31.984375 \r\n",
"L 29.59375 31.296875 \r\n",
"Q 39.15625 29.25 43.1875 25.515625 \r\n",
"Q 47.21875 21.78125 47.21875 15.09375 \r\n",
"Q 47.21875 7.46875 41.1875 3.015625 \r\n",
"Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
"Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
"Q 10.6875 0.296875 5.421875 2 \r\n",
"L 5.421875 11.28125 \r\n",
"Q 10.40625 8.6875 15.234375 7.390625 \r\n",
"Q 20.0625 6.109375 24.8125 6.109375 \r\n",
"Q 31.15625 6.109375 34.5625 8.28125 \r\n",
"Q 37.984375 10.453125 37.984375 14.40625 \r\n",
"Q 37.984375 18.0625 35.515625 20.015625 \r\n",
"Q 33.0625 21.96875 24.703125 23.78125 \r\n",
"L 21.578125 24.515625 \r\n",
"Q 13.234375 26.265625 9.515625 29.90625 \r\n",
"Q 5.8125 33.546875 5.8125 39.890625 \r\n",
"Q 5.8125 47.609375 11.28125 51.796875 \r\n",
"Q 16.75 56 26.8125 56 \r\n",
"Q 31.78125 56 36.171875 55.265625 \r\n",
"Q 40.578125 54.546875 44.28125 53.078125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-115\"/>\r\n",
" <path d=\"M 34.28125 27.484375 \r\n",
"Q 23.390625 27.484375 19.1875 25 \r\n",
"Q 14.984375 22.515625 14.984375 16.5 \r\n",
"Q 14.984375 11.71875 18.140625 8.90625 \r\n",
"Q 21.296875 6.109375 26.703125 6.109375 \r\n",
"Q 34.1875 6.109375 38.703125 11.40625 \r\n",
"Q 43.21875 16.703125 43.21875 25.484375 \r\n",
"L 43.21875 27.484375 \r\n",
"z\r\n",
"M 52.203125 31.203125 \r\n",
"L 52.203125 0 \r\n",
"L 43.21875 0 \r\n",
"L 43.21875 8.296875 \r\n",
"Q 40.140625 3.328125 35.546875 0.953125 \r\n",
"Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
"Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
"Q 6 8.015625 6 15.921875 \r\n",
"Q 6 25.140625 12.171875 29.828125 \r\n",
"Q 18.359375 34.515625 30.609375 34.515625 \r\n",
"L 43.21875 34.515625 \r\n",
"L 43.21875 35.40625 \r\n",
"Q 43.21875 41.609375 39.140625 45 \r\n",
"Q 35.0625 48.390625 27.6875 48.390625 \r\n",
"Q 23 48.390625 18.546875 47.265625 \r\n",
"Q 14.109375 46.140625 10.015625 43.890625 \r\n",
"L 10.015625 52.203125 \r\n",
"Q 14.9375 54.109375 19.578125 55.046875 \r\n",
"Q 24.21875 56 28.609375 56 \r\n",
"Q 40.484375 56 46.34375 49.84375 \r\n",
"Q 52.203125 43.703125 52.203125 31.203125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-97\"/>\r\n",
" <path d=\"M 9.421875 75.984375 \r\n",
"L 18.40625 75.984375 \r\n",
"L 18.40625 0 \r\n",
"L 9.421875 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-108\"/>\r\n",
" <path d=\"M 41.109375 46.296875 \r\n",
"Q 39.59375 47.171875 37.8125 47.578125 \r\n",
"Q 36.03125 48 33.890625 48 \r\n",
"Q 26.265625 48 22.1875 43.046875 \r\n",
"Q 18.109375 38.09375 18.109375 28.8125 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 20.953125 51.171875 25.484375 53.578125 \r\n",
"Q 30.03125 56 36.53125 56 \r\n",
"Q 37.453125 56 38.578125 55.875 \r\n",
"Q 39.703125 55.765625 41.0625 55.515625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-114\"/>\r\n",
" <path d=\"M 32.171875 -5.078125 \r\n",
"Q 28.375 -14.84375 24.75 -17.8125 \r\n",
"Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
"L 7.90625 -20.796875 \r\n",
"L 7.90625 -13.28125 \r\n",
"L 13.1875 -13.28125 \r\n",
"Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
"Q 21 -9.765625 23.484375 -3.21875 \r\n",
"L 25.09375 0.875 \r\n",
"L 2.984375 54.6875 \r\n",
"L 12.5 54.6875 \r\n",
"L 29.59375 11.921875 \r\n",
"L 46.6875 54.6875 \r\n",
"L 56.203125 54.6875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-121\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(323.857031 187.583229)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"52.099609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"113.378906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"141.162109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"202.441406\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" <use x=\"243.554688\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_2\">\r\n",
" <g id=\"ytick_1\">\r\n",
" <g id=\"line2d_7\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L -3.5 0 \r\n",
"\" id=\"m17f6e5374b\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"175.984792\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_2\">\r\n",
" <!-- 0.0000 -->\r\n",
" <defs>\r\n",
" <path d=\"M 31.78125 66.40625 \r\n",
"Q 24.171875 66.40625 20.328125 58.90625 \r\n",
"Q 16.5 51.421875 16.5 36.375 \r\n",
"Q 16.5 21.390625 20.328125 13.890625 \r\n",
"Q 24.171875 6.390625 31.78125 6.390625 \r\n",
"Q 39.453125 6.390625 43.28125 13.890625 \r\n",
"Q 47.125 21.390625 47.125 36.375 \r\n",
"Q 47.125 51.421875 43.28125 58.90625 \r\n",
"Q 39.453125 66.40625 31.78125 66.40625 \r\n",
"z\r\n",
"M 31.78125 74.21875 \r\n",
"Q 44.046875 74.21875 50.515625 64.515625 \r\n",
"Q 56.984375 54.828125 56.984375 36.375 \r\n",
"Q 56.984375 17.96875 50.515625 8.265625 \r\n",
"Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
"Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
"Q 6.59375 17.96875 6.59375 36.375 \r\n",
"Q 6.59375 54.828125 13.0625 64.515625 \r\n",
"Q 19.53125 74.21875 31.78125 74.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-48\"/>\r\n",
" <path d=\"M 10.6875 12.40625 \r\n",
"L 21 12.40625 \r\n",
"L 21 0 \r\n",
"L 10.6875 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-46\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(20.878125 179.78401)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"286.279297\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_2\">\r\n",
" <g id=\"line2d_8\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"150.168792\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_3\">\r\n",
" <!-- 0.0001 -->\r\n",
" <defs>\r\n",
" <path d=\"M 12.40625 8.296875 \r\n",
"L 28.515625 8.296875 \r\n",
"L 28.515625 63.921875 \r\n",
"L 10.984375 60.40625 \r\n",
"L 10.984375 69.390625 \r\n",
"L 28.421875 72.90625 \r\n",
"L 38.28125 72.90625 \r\n",
"L 38.28125 8.296875 \r\n",
"L 54.390625 8.296875 \r\n",
"L 54.390625 0 \r\n",
"L 12.40625 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-49\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(20.878125 153.96801)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"286.279297\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_3\">\r\n",
" <g id=\"line2d_9\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"124.352792\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_4\">\r\n",
" <!-- 0.0002 -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.1875 8.296875 \r\n",
"L 53.609375 8.296875 \r\n",
"L 53.609375 0 \r\n",
"L 7.328125 0 \r\n",
"L 7.328125 8.296875 \r\n",
"Q 12.9375 14.109375 22.625 23.890625 \r\n",
"Q 32.328125 33.6875 34.8125 36.53125 \r\n",
"Q 39.546875 41.84375 41.421875 45.53125 \r\n",
"Q 43.3125 49.21875 43.3125 52.78125 \r\n",
"Q 43.3125 58.59375 39.234375 62.25 \r\n",
"Q 35.15625 65.921875 28.609375 65.921875 \r\n",
"Q 23.96875 65.921875 18.8125 64.3125 \r\n",
"Q 13.671875 62.703125 7.8125 59.421875 \r\n",
"L 7.8125 69.390625 \r\n",
"Q 13.765625 71.78125 18.9375 73 \r\n",
"Q 24.125 74.21875 28.421875 74.21875 \r\n",
"Q 39.75 74.21875 46.484375 68.546875 \r\n",
"Q 53.21875 62.890625 53.21875 53.421875 \r\n",
"Q 53.21875 48.921875 51.53125 44.890625 \r\n",
"Q 49.859375 40.875 45.40625 35.40625 \r\n",
"Q 44.1875 33.984375 37.640625 27.21875 \r\n",
"Q 31.109375 20.453125 19.1875 8.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-50\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(20.878125 128.15201)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"286.279297\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_4\">\r\n",
" <g id=\"line2d_10\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"98.536792\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_5\">\r\n",
" <!-- 0.0003 -->\r\n",
" <defs>\r\n",
" <path d=\"M 40.578125 39.3125 \r\n",
"Q 47.65625 37.796875 51.625 33 \r\n",
"Q 55.609375 28.21875 55.609375 21.1875 \r\n",
"Q 55.609375 10.40625 48.1875 4.484375 \r\n",
"Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
"Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
"Q 12.796875 0.390625 7.625 2.203125 \r\n",
"L 7.625 11.71875 \r\n",
"Q 11.71875 9.328125 16.59375 8.109375 \r\n",
"Q 21.484375 6.890625 26.8125 6.890625 \r\n",
"Q 36.078125 6.890625 40.9375 10.546875 \r\n",
"Q 45.796875 14.203125 45.796875 21.1875 \r\n",
"Q 45.796875 27.640625 41.28125 31.265625 \r\n",
"Q 36.765625 34.90625 28.71875 34.90625 \r\n",
"L 20.21875 34.90625 \r\n",
"L 20.21875 43.015625 \r\n",
"L 29.109375 43.015625 \r\n",
"Q 36.375 43.015625 40.234375 45.921875 \r\n",
"Q 44.09375 48.828125 44.09375 54.296875 \r\n",
"Q 44.09375 59.90625 40.109375 62.90625 \r\n",
"Q 36.140625 65.921875 28.71875 65.921875 \r\n",
"Q 24.65625 65.921875 20.015625 65.03125 \r\n",
"Q 15.375 64.15625 9.8125 62.3125 \r\n",
"L 9.8125 71.09375 \r\n",
"Q 15.4375 72.65625 20.34375 73.4375 \r\n",
"Q 25.25 74.21875 29.59375 74.21875 \r\n",
"Q 40.828125 74.21875 47.359375 69.109375 \r\n",
"Q 53.90625 64.015625 53.90625 55.328125 \r\n",
"Q 53.90625 49.265625 50.4375 45.09375 \r\n",
"Q 46.96875 40.921875 40.578125 39.3125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-51\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(20.878125 102.33601)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"286.279297\" xlink:href=\"#DejaVuSans-51\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_5\">\r\n",
" <g id=\"line2d_11\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"72.720792\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_6\">\r\n",
" <!-- 0.0004 -->\r\n",
" <defs>\r\n",
" <path d=\"M 37.796875 64.3125 \r\n",
"L 12.890625 25.390625 \r\n",
"L 37.796875 25.390625 \r\n",
"z\r\n",
"M 35.203125 72.90625 \r\n",
"L 47.609375 72.90625 \r\n",
"L 47.609375 25.390625 \r\n",
"L 58.015625 25.390625 \r\n",
"L 58.015625 17.1875 \r\n",
"L 47.609375 17.1875 \r\n",
"L 47.609375 0 \r\n",
"L 37.796875 0 \r\n",
"L 37.796875 17.1875 \r\n",
"L 4.890625 17.1875 \r\n",
"L 4.890625 26.703125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-52\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(20.878125 76.52001)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"286.279297\" xlink:href=\"#DejaVuSans-52\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_6\">\r\n",
" <g id=\"line2d_12\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"46.904792\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_7\">\r\n",
" <!-- 0.0005 -->\r\n",
" <defs>\r\n",
" <path d=\"M 10.796875 72.90625 \r\n",
"L 49.515625 72.90625 \r\n",
"L 49.515625 64.59375 \r\n",
"L 19.828125 64.59375 \r\n",
"L 19.828125 46.734375 \r\n",
"Q 21.96875 47.46875 24.109375 47.828125 \r\n",
"Q 26.265625 48.1875 28.421875 48.1875 \r\n",
"Q 40.625 48.1875 47.75 41.5 \r\n",
"Q 54.890625 34.8125 54.890625 23.390625 \r\n",
"Q 54.890625 11.625 47.5625 5.09375 \r\n",
"Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
"Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
"Q 12.796875 0.140625 7.71875 1.703125 \r\n",
"L 7.71875 11.625 \r\n",
"Q 12.109375 9.234375 16.796875 8.0625 \r\n",
"Q 21.484375 6.890625 26.703125 6.890625 \r\n",
"Q 35.15625 6.890625 40.078125 11.328125 \r\n",
"Q 45.015625 15.765625 45.015625 23.390625 \r\n",
"Q 45.015625 31 40.078125 35.4375 \r\n",
"Q 35.15625 39.890625 26.703125 39.890625 \r\n",
"Q 22.75 39.890625 18.8125 39.015625 \r\n",
"Q 14.890625 38.140625 10.796875 36.28125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-53\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(20.878125 50.70401)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"286.279297\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_8\">\r\n",
" <!-- Density -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.671875 64.796875 \r\n",
"L 19.671875 8.109375 \r\n",
"L 31.59375 8.109375 \r\n",
"Q 46.6875 8.109375 53.6875 14.9375 \r\n",
"Q 60.6875 21.78125 60.6875 36.53125 \r\n",
"Q 60.6875 51.171875 53.6875 57.984375 \r\n",
"Q 46.6875 64.796875 31.59375 64.796875 \r\n",
"z\r\n",
"M 9.8125 72.90625 \r\n",
"L 30.078125 72.90625 \r\n",
"Q 51.265625 72.90625 61.171875 64.09375 \r\n",
"Q 71.09375 55.28125 71.09375 36.53125 \r\n",
"Q 71.09375 17.671875 61.125 8.828125 \r\n",
"Q 51.171875 0 30.078125 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-68\"/>\r\n",
" <path d=\"M 56.203125 29.59375 \r\n",
"L 56.203125 25.203125 \r\n",
"L 14.890625 25.203125 \r\n",
"Q 15.484375 15.921875 20.484375 11.0625 \r\n",
"Q 25.484375 6.203125 34.421875 6.203125 \r\n",
"Q 39.59375 6.203125 44.453125 7.46875 \r\n",
"Q 49.3125 8.734375 54.109375 11.28125 \r\n",
"L 54.109375 2.78125 \r\n",
"Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
"Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
"Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
"Q 5.515625 13.8125 5.515625 26.8125 \r\n",
"Q 5.515625 40.234375 12.765625 48.109375 \r\n",
"Q 20.015625 56 32.328125 56 \r\n",
"Q 43.359375 56 49.78125 48.890625 \r\n",
"Q 56.203125 41.796875 56.203125 29.59375 \r\n",
"z\r\n",
"M 47.21875 32.234375 \r\n",
"Q 47.125 39.59375 43.09375 43.984375 \r\n",
"Q 39.0625 48.390625 32.421875 48.390625 \r\n",
"Q 24.90625 48.390625 20.390625 44.140625 \r\n",
"Q 15.875 39.890625 15.1875 32.171875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-101\"/>\r\n",
" <path d=\"M 54.890625 33.015625 \r\n",
"L 54.890625 0 \r\n",
"L 45.90625 0 \r\n",
"L 45.90625 32.71875 \r\n",
"Q 45.90625 40.484375 42.875 44.328125 \r\n",
"Q 39.84375 48.1875 33.796875 48.1875 \r\n",
"Q 26.515625 48.1875 22.3125 43.546875 \r\n",
"Q 18.109375 38.921875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.34375 51.125 25.703125 53.5625 \r\n",
"Q 30.078125 56 35.796875 56 \r\n",
"Q 45.21875 56 50.046875 50.171875 \r\n",
"Q 54.890625 44.34375 54.890625 33.015625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-110\"/>\r\n",
" <path d=\"M 9.421875 54.6875 \r\n",
"L 18.40625 54.6875 \r\n",
"L 18.40625 0 \r\n",
"L 9.421875 0 \r\n",
"z\r\n",
"M 9.421875 75.984375 \r\n",
"L 18.40625 75.984375 \r\n",
"L 18.40625 64.59375 \r\n",
"L 9.421875 64.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-105\"/>\r\n",
" <path d=\"M 18.3125 70.21875 \r\n",
"L 18.3125 54.6875 \r\n",
"L 36.8125 54.6875 \r\n",
"L 36.8125 47.703125 \r\n",
"L 18.3125 47.703125 \r\n",
"L 18.3125 18.015625 \r\n",
"Q 18.3125 11.328125 20.140625 9.421875 \r\n",
"Q 21.96875 7.515625 27.59375 7.515625 \r\n",
"L 36.8125 7.515625 \r\n",
"L 36.8125 0 \r\n",
"L 27.59375 0 \r\n",
"Q 17.1875 0 13.234375 3.875 \r\n",
"Q 9.28125 7.765625 9.28125 18.015625 \r\n",
"L 9.28125 47.703125 \r\n",
"L 2.6875 47.703125 \r\n",
"L 2.6875 54.6875 \r\n",
"L 9.28125 54.6875 \r\n",
"L 9.28125 70.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-116\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(14.798438 118.160052)rotate(-90)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-68\"/>\r\n",
" <use x=\"77.001953\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"138.525391\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" <use x=\"201.904297\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"254.003906\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" <use x=\"281.787109\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
" <use x=\"320.996094\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"line2d_13\">\r\n",
" <path clip-path=\"url(#p2151182f41)\" d=\"M 186.162585 175.52744 \r\n",
"L 190.414492 175.4459 \r\n",
"L 194.666399 175.172056 \r\n",
"L 198.918306 174.663513 \r\n",
"L 201.752911 174.160931 \r\n",
"L 204.587516 173.498891 \r\n",
"L 207.422121 172.651038 \r\n",
"L 210.256726 171.591793 \r\n",
"L 213.09133 170.298859 \r\n",
"L 215.925935 168.755861 \r\n",
"L 218.76054 166.954853 \r\n",
"L 221.595145 164.898414 \r\n",
"L 224.42975 162.60101 \r\n",
"L 228.681657 158.76478 \r\n",
"L 232.933564 154.586029 \r\n",
"L 244.271983 143.15091 \r\n",
"L 248.52389 139.251425 \r\n",
"L 252.775798 135.748814 \r\n",
"L 255.610402 133.654709 \r\n",
"L 258.445007 131.751271 \r\n",
"L 262.696914 129.226442 \r\n",
"L 266.948822 127.044868 \r\n",
"L 271.200729 125.150536 \r\n",
"L 275.452636 123.518932 \r\n",
"L 279.704543 122.180947 \r\n",
"L 282.539148 121.497904 \r\n",
"L 285.373753 121.033103 \r\n",
"L 288.208358 120.841738 \r\n",
"L 291.042962 120.984261 \r\n",
"L 293.877567 121.520382 \r\n",
"L 295.29487 121.952819 \r\n",
"L 296.712172 122.502222 \r\n",
"L 298.129474 123.172781 \r\n",
"L 300.964079 124.887449 \r\n",
"L 303.798684 127.101633 \r\n",
"L 306.633289 129.793632 \r\n",
"L 309.467893 132.91447 \r\n",
"L 312.302498 136.389973 \r\n",
"L 316.554405 142.057268 \r\n",
"L 325.05822 153.658243 \r\n",
"L 327.892825 157.219494 \r\n",
"L 330.727429 160.490954 \r\n",
"L 333.562034 163.421682 \r\n",
"L 336.396639 165.983483 \r\n",
"L 339.231244 168.169434 \r\n",
"L 342.065849 169.990803 \r\n",
"L 344.900453 171.472923 \r\n",
"L 347.735058 172.650651 \r\n",
"L 350.569663 173.563916 \r\n",
"L 353.404268 174.25376 \r\n",
"L 356.238873 174.759122 \r\n",
"L 360.49078 175.244942 \r\n",
"L 364.742687 175.481097 \r\n",
"L 366.159989 175.514548 \r\n",
"L 366.159989 175.514548 \r\n",
"\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_14\">\r\n",
" <path clip-path=\"url(#p2151182f41)\" d=\"M 87.971023 175.834267 \r\n",
"L 101.815916 175.659829 \r\n",
"L 110.122851 175.383988 \r\n",
"L 118.429787 174.906419 \r\n",
"L 126.736723 174.145696 \r\n",
"L 132.27468 173.438386 \r\n",
"L 137.812637 172.544042 \r\n",
"L 143.350594 171.446202 \r\n",
"L 148.888551 170.137779 \r\n",
"L 154.426508 168.623721 \r\n",
"L 159.964465 166.922593 \r\n",
"L 168.271401 164.093969 \r\n",
"L 193.192208 155.205815 \r\n",
"L 198.730165 153.476853 \r\n",
"L 204.268122 151.916646 \r\n",
"L 209.806079 150.541281 \r\n",
"L 215.344036 149.357794 \r\n",
"L 220.881994 148.367622 \r\n",
"L 226.419951 147.570358 \r\n",
"L 231.957908 146.966836 \r\n",
"L 237.495865 146.560782 \r\n",
"L 243.033822 146.358653 \r\n",
"L 248.571779 146.367781 \r\n",
"L 254.109736 146.593368 \r\n",
"L 259.647693 147.035189 \r\n",
"L 265.185651 147.684904 \r\n",
"L 270.723608 148.52472 \r\n",
"L 279.030543 150.080252 \r\n",
"L 287.337479 151.885703 \r\n",
"L 353.792964 167.042024 \r\n",
"L 364.868879 169.418541 \r\n",
"L 373.175814 171.028436 \r\n",
"L 381.48275 172.417178 \r\n",
"L 389.789686 173.544565 \r\n",
"L 398.096621 174.402909 \r\n",
"L 406.403557 175.014186 \r\n",
"L 414.710493 175.419668 \r\n",
"L 425.786407 175.721519 \r\n",
"L 439.6313 175.838434 \r\n",
"L 439.6313 175.838434 \r\n",
"\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_23\">\r\n",
" <path d=\"M 62.86875 175.984792 \r\n",
"L 62.86875 22.318125 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_24\">\r\n",
" <path d=\"M 615.11875 175.984792 \r\n",
"L 615.11875 22.318125 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_25\">\r\n",
" <path d=\"M 62.86875 175.984792 \r\n",
"L 615.11875 175.984792 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_26\">\r\n",
" <path d=\"M 62.86875 22.318125 \r\n",
"L 615.11875 22.318125 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"text_9\">\r\n",
" <!-- Bachelor -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.671875 34.8125 \r\n",
"L 19.671875 8.109375 \r\n",
"L 35.5 8.109375 \r\n",
"Q 43.453125 8.109375 47.28125 11.40625 \r\n",
"Q 51.125 14.703125 51.125 21.484375 \r\n",
"Q 51.125 28.328125 47.28125 31.5625 \r\n",
"Q 43.453125 34.8125 35.5 34.8125 \r\n",
"z\r\n",
"M 19.671875 64.796875 \r\n",
"L 19.671875 42.828125 \r\n",
"L 34.28125 42.828125 \r\n",
"Q 41.5 42.828125 45.03125 45.53125 \r\n",
"Q 48.578125 48.25 48.578125 53.8125 \r\n",
"Q 48.578125 59.328125 45.03125 62.0625 \r\n",
"Q 41.5 64.796875 34.28125 64.796875 \r\n",
"z\r\n",
"M 9.8125 72.90625 \r\n",
"L 35.015625 72.90625 \r\n",
"Q 46.296875 72.90625 52.390625 68.21875 \r\n",
"Q 58.5 63.53125 58.5 54.890625 \r\n",
"Q 58.5 48.1875 55.375 44.234375 \r\n",
"Q 52.25 40.28125 46.1875 39.3125 \r\n",
"Q 53.46875 37.75 57.5 32.78125 \r\n",
"Q 61.53125 27.828125 61.53125 20.40625 \r\n",
"Q 61.53125 10.640625 54.890625 5.3125 \r\n",
"Q 48.25 0 35.984375 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-66\"/>\r\n",
" <path d=\"M 48.78125 52.59375 \r\n",
"L 48.78125 44.1875 \r\n",
"Q 44.96875 46.296875 41.140625 47.34375 \r\n",
"Q 37.3125 48.390625 33.40625 48.390625 \r\n",
"Q 24.65625 48.390625 19.8125 42.84375 \r\n",
"Q 14.984375 37.3125 14.984375 27.296875 \r\n",
"Q 14.984375 17.28125 19.8125 11.734375 \r\n",
"Q 24.65625 6.203125 33.40625 6.203125 \r\n",
"Q 37.3125 6.203125 41.140625 7.25 \r\n",
"Q 44.96875 8.296875 48.78125 10.40625 \r\n",
"L 48.78125 2.09375 \r\n",
"Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
"Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
"Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
"Q 5.515625 14.109375 5.515625 27.296875 \r\n",
"Q 5.515625 40.671875 12.859375 48.328125 \r\n",
"Q 20.21875 56 33.015625 56 \r\n",
"Q 37.15625 56 41.109375 55.140625 \r\n",
"Q 45.0625 54.296875 48.78125 52.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-99\"/>\r\n",
" <path d=\"M 54.890625 33.015625 \r\n",
"L 54.890625 0 \r\n",
"L 45.90625 0 \r\n",
"L 45.90625 32.71875 \r\n",
"Q 45.90625 40.484375 42.875 44.328125 \r\n",
"Q 39.84375 48.1875 33.796875 48.1875 \r\n",
"Q 26.515625 48.1875 22.3125 43.546875 \r\n",
"Q 18.109375 38.921875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 75.984375 \r\n",
"L 18.109375 75.984375 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.34375 51.125 25.703125 53.5625 \r\n",
"Q 30.078125 56 35.796875 56 \r\n",
"Q 45.21875 56 50.046875 50.171875 \r\n",
"Q 54.890625 44.34375 54.890625 33.015625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-104\"/>\r\n",
" <path d=\"M 30.609375 48.390625 \r\n",
"Q 23.390625 48.390625 19.1875 42.75 \r\n",
"Q 14.984375 37.109375 14.984375 27.296875 \r\n",
"Q 14.984375 17.484375 19.15625 11.84375 \r\n",
"Q 23.34375 6.203125 30.609375 6.203125 \r\n",
"Q 37.796875 6.203125 41.984375 11.859375 \r\n",
"Q 46.1875 17.53125 46.1875 27.296875 \r\n",
"Q 46.1875 37.015625 41.984375 42.703125 \r\n",
"Q 37.796875 48.390625 30.609375 48.390625 \r\n",
"z\r\n",
"M 30.609375 56 \r\n",
"Q 42.328125 56 49.015625 48.375 \r\n",
"Q 55.71875 40.765625 55.71875 27.296875 \r\n",
"Q 55.71875 13.875 49.015625 6.21875 \r\n",
"Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
"Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
"Q 5.515625 13.875 5.515625 27.296875 \r\n",
"Q 5.515625 40.765625 12.171875 48.375 \r\n",
"Q 18.84375 56 30.609375 56 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-111\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(312.602187 16.318125)scale(0.12 -0.12)\">\r\n",
" <use xlink:href=\"#DejaVuSans-66\"/>\r\n",
" <use x=\"68.603516\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"129.882812\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
" <use x=\"184.863281\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
" <use x=\"248.242188\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"309.765625\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"337.548828\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
" <use x=\"398.730469\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"axes_2\">\r\n",
" <g id=\"patch_27\">\r\n",
" <path d=\"M 62.86875 379.651458 \r\n",
"L 615.11875 379.651458 \r\n",
"L 615.11875 225.984792 \r\n",
"L 62.86875 225.984792 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_28\">\r\n",
" <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 368.610435 379.651458 \r\n",
"L 380.917551 379.651458 \r\n",
"L 380.917551 233.302252 \r\n",
"L 368.610435 233.302252 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_29\">\r\n",
" <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 380.917551 379.651458 \r\n",
"L 393.224667 379.651458 \r\n",
"L 393.224667 379.651458 \r\n",
"L 380.917551 379.651458 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_30\">\r\n",
" <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 393.224667 379.651458 \r\n",
"L 405.531783 379.651458 \r\n",
"L 405.531783 306.476855 \r\n",
"L 393.224667 306.476855 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_31\">\r\n",
" <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 405.531783 379.651458 \r\n",
"L 417.838899 379.651458 \r\n",
"L 417.838899 379.651458 \r\n",
"L 405.531783 379.651458 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_32\">\r\n",
" <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 417.838899 379.651458 \r\n",
"L 430.146015 379.651458 \r\n",
"L 430.146015 306.476855 \r\n",
"L 417.838899 306.476855 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_33\">\r\n",
" <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 430.146015 379.651458 \r\n",
"L 442.453131 379.651458 \r\n",
"L 442.453131 379.651458 \r\n",
"L 430.146015 379.651458 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_34\">\r\n",
" <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 442.453131 379.651458 \r\n",
"L 454.760247 379.651458 \r\n",
"L 454.760247 306.476855 \r\n",
"L 442.453131 306.476855 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_35\">\r\n",
" <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 454.760247 379.651458 \r\n",
"L 467.067363 379.651458 \r\n",
"L 467.067363 306.476855 \r\n",
"L 454.760247 306.476855 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_36\">\r\n",
" <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 467.067363 379.651458 \r\n",
"L 479.374479 379.651458 \r\n",
"L 479.374479 379.651458 \r\n",
"L 467.067363 379.651458 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_37\">\r\n",
" <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 479.374479 379.651458 \r\n",
"L 491.681595 379.651458 \r\n",
"L 491.681595 306.476855 \r\n",
"L 479.374479 306.476855 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_38\">\r\n",
" <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 199.173341 379.651458 \r\n",
"L 213.175004 379.651458 \r\n",
"L 213.175004 304.613014 \r\n",
"L 199.173341 304.613014 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_39\">\r\n",
" <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 213.175004 379.651458 \r\n",
"L 227.176668 379.651458 \r\n",
"L 227.176668 342.132236 \r\n",
"L 213.175004 342.132236 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_40\">\r\n",
" <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 227.176668 379.651458 \r\n",
"L 241.178332 379.651458 \r\n",
"L 241.178332 304.613014 \r\n",
"L 227.176668 304.613014 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_41\">\r\n",
" <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 241.178332 379.651458 \r\n",
"L 255.179995 379.651458 \r\n",
"L 255.179995 342.132236 \r\n",
"L 241.178332 342.132236 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_42\">\r\n",
" <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 255.179995 379.651458 \r\n",
"L 269.181659 379.651458 \r\n",
"L 269.181659 342.132236 \r\n",
"L 255.179995 342.132236 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_43\">\r\n",
" <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 269.181659 379.651458 \r\n",
"L 283.183323 379.651458 \r\n",
"L 283.183323 342.132236 \r\n",
"L 269.181659 342.132236 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_44\">\r\n",
" <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 283.183323 379.651458 \r\n",
"L 297.184987 379.651458 \r\n",
"L 297.184987 379.651458 \r\n",
"L 283.183323 379.651458 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_45\">\r\n",
" <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 297.184987 379.651458 \r\n",
"L 311.18665 379.651458 \r\n",
"L 311.18665 342.132236 \r\n",
"L 297.184987 342.132236 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_46\">\r\n",
" <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 311.18665 379.651458 \r\n",
"L 325.188314 379.651458 \r\n",
"L 325.188314 342.132236 \r\n",
"L 311.18665 342.132236 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_47\">\r\n",
" <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 325.188314 379.651458 \r\n",
"L 339.189978 379.651458 \r\n",
"L 339.189978 304.613014 \r\n",
"L 325.188314 304.613014 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_3\">\r\n",
" <g id=\"xtick_7\">\r\n",
" <g id=\"line2d_15\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"88.153082\" xlink:href=\"#me75085351c\" y=\"379.651458\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_8\">\r\n",
" <g id=\"line2d_16\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"176.502802\" xlink:href=\"#me75085351c\" y=\"379.651458\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_9\">\r\n",
" <g id=\"line2d_17\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"264.852523\" xlink:href=\"#me75085351c\" y=\"379.651458\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_10\">\r\n",
" <g id=\"line2d_18\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"353.202243\" xlink:href=\"#me75085351c\" y=\"379.651458\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_11\">\r\n",
" <g id=\"line2d_19\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"441.551964\" xlink:href=\"#me75085351c\" y=\"379.651458\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_12\">\r\n",
" <g id=\"line2d_20\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"529.901685\" xlink:href=\"#me75085351c\" y=\"379.651458\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_10\">\r\n",
" <!-- salary -->\r\n",
" <g transform=\"translate(323.857031 391.249896)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"52.099609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"113.378906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"141.162109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"202.441406\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" <use x=\"243.554688\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_4\">\r\n",
" <g id=\"ytick_7\">\r\n",
" <g id=\"line2d_21\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"379.651458\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_11\">\r\n",
" <!-- 0.0000 -->\r\n",
" <g transform=\"translate(20.878125 383.450677)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"286.279297\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_8\">\r\n",
" <g id=\"line2d_22\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"343.975181\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_12\">\r\n",
" <!-- 0.0001 -->\r\n",
" <g transform=\"translate(20.878125 347.774399)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"286.279297\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_9\">\r\n",
" <g id=\"line2d_23\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"308.298903\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_13\">\r\n",
" <!-- 0.0002 -->\r\n",
" <g transform=\"translate(20.878125 312.098122)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"286.279297\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_10\">\r\n",
" <g id=\"line2d_24\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"272.622625\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_14\">\r\n",
" <!-- 0.0003 -->\r\n",
" <g transform=\"translate(20.878125 276.421844)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"286.279297\" xlink:href=\"#DejaVuSans-51\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_11\">\r\n",
" <g id=\"line2d_25\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"236.946347\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_15\">\r\n",
" <!-- 0.0004 -->\r\n",
" <g transform=\"translate(20.878125 240.745566)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"286.279297\" xlink:href=\"#DejaVuSans-52\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_16\">\r\n",
" <!-- Density -->\r\n",
" <g transform=\"translate(14.798438 321.826719)rotate(-90)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-68\"/>\r\n",
" <use x=\"77.001953\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"138.525391\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" <use x=\"201.904297\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"254.003906\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" <use x=\"281.787109\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
" <use x=\"320.996094\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"line2d_26\">\r\n",
" <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 270.275553 379.352343 \r\n",
"L 280.346133 379.148507 \r\n",
"L 287.899068 378.781274 \r\n",
"L 295.452004 378.149582 \r\n",
"L 300.487294 377.533008 \r\n",
"L 305.522584 376.7218 \r\n",
"L 310.557874 375.683128 \r\n",
"L 315.593164 374.387732 \r\n",
"L 320.628454 372.813692 \r\n",
"L 325.663745 370.950286 \r\n",
"L 330.699035 368.80144 \r\n",
"L 335.734325 366.388204 \r\n",
"L 340.769615 363.749746 \r\n",
"L 348.32255 359.497257 \r\n",
"L 360.910776 352.259185 \r\n",
"L 365.946066 349.55224 \r\n",
"L 370.981356 347.066217 \r\n",
"L 376.016646 344.858849 \r\n",
"L 381.051936 342.969554 \r\n",
"L 386.087226 341.417786 \r\n",
"L 391.122516 340.203502 \r\n",
"L 396.157807 339.309558 \r\n",
"L 401.193097 338.70558 \r\n",
"L 406.228387 338.352759 \r\n",
"L 411.263677 338.208968 \r\n",
"L 418.816612 338.298034 \r\n",
"L 426.369547 338.658744 \r\n",
"L 433.922483 339.232563 \r\n",
"L 441.475418 340.018749 \r\n",
"L 449.028353 341.066946 \r\n",
"L 454.063643 341.950395 \r\n",
"L 459.098933 343.011432 \r\n",
"L 464.134224 344.272285 \r\n",
"L 469.169514 345.748163 \r\n",
"L 474.204804 347.444295 \r\n",
"L 479.240094 349.353969 \r\n",
"L 484.275384 351.457742 \r\n",
"L 491.828319 354.904951 \r\n",
"L 504.416545 361.035896 \r\n",
"L 511.96948 364.646494 \r\n",
"L 519.522415 367.990885 \r\n",
"L 524.557705 370.00367 \r\n",
"L 529.592996 371.809693 \r\n",
"L 534.628286 373.393301 \r\n",
"L 539.663576 374.750095 \r\n",
"L 544.698866 375.88575 \r\n",
"L 549.734156 376.814141 \r\n",
"L 554.769446 377.555049 \r\n",
"L 562.322381 378.366123 \r\n",
"L 569.875317 378.889115 \r\n",
"L 577.428252 379.196549 \r\n",
"L 587.498832 379.359739 \r\n",
"L 590.016477 379.363283 \r\n",
"L 590.016477 379.363283 \r\n",
"\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_27\">\r\n",
" <path clip-path=\"url(#p6fa229d3e5)\" d=\"M 103.756106 379.422159 \r\n",
"L 114.176613 379.27397 \r\n",
"L 121.991994 378.968286 \r\n",
"L 129.807374 378.412112 \r\n",
"L 135.017628 377.847695 \r\n",
"L 140.227881 377.082613 \r\n",
"L 145.438135 376.074953 \r\n",
"L 150.648389 374.78434 \r\n",
"L 155.858642 373.176539 \r\n",
"L 161.068896 371.22866 \r\n",
"L 166.27915 368.934435 \r\n",
"L 171.489403 366.308829 \r\n",
"L 176.699657 363.391207 \r\n",
"L 184.515037 358.615503 \r\n",
"L 197.540672 350.421389 \r\n",
"L 202.750925 347.405633 \r\n",
"L 207.961179 344.71549 \r\n",
"L 213.171433 342.448532 \r\n",
"L 215.776559 341.497351 \r\n",
"L 218.381686 340.676469 \r\n",
"L 220.986813 339.989821 \r\n",
"L 223.59194 339.439149 \r\n",
"L 226.197067 339.023996 \r\n",
"L 228.802193 338.741757 \r\n",
"L 231.40732 338.587784 \r\n",
"L 234.012447 338.555536 \r\n",
"L 239.222701 338.82183 \r\n",
"L 244.432954 339.458865 \r\n",
"L 249.643208 340.370371 \r\n",
"L 257.458589 342.031391 \r\n",
"L 270.484223 344.840498 \r\n",
"L 278.299603 346.21709 \r\n",
"L 286.114984 347.277263 \r\n",
"L 293.930364 348.087306 \r\n",
"L 306.955998 349.334949 \r\n",
"L 312.166252 349.982953 \r\n",
"L 317.376505 350.808744 \r\n",
"L 322.586759 351.859992 \r\n",
"L 327.797013 353.166662 \r\n",
"L 333.007266 354.737158 \r\n",
"L 338.21752 356.55668 \r\n",
"L 343.427774 358.588132 \r\n",
"L 351.243154 361.906515 \r\n",
"L 364.268788 367.558163 \r\n",
"L 369.479042 369.651475 \r\n",
"L 374.689296 371.562194 \r\n",
"L 379.899549 373.253543 \r\n",
"L 385.109803 374.706198 \r\n",
"L 390.320057 375.917233 \r\n",
"L 395.53031 376.897465 \r\n",
"L 400.740564 377.667829 \r\n",
"L 405.950817 378.255417 \r\n",
"L 413.766198 378.858456 \r\n",
"L 421.581578 379.210042 \r\n",
"L 432.002086 379.410175 \r\n",
"L 434.607213 379.422956 \r\n",
"L 434.607213 379.422956 \r\n",
"\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_48\">\r\n",
" <path d=\"M 62.86875 379.651458 \r\n",
"L 62.86875 225.984792 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_49\">\r\n",
" <path d=\"M 615.11875 379.651458 \r\n",
"L 615.11875 225.984792 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_50\">\r\n",
" <path d=\"M 62.86875 379.651458 \r\n",
"L 615.11875 379.651458 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_51\">\r\n",
" <path d=\"M 62.86875 225.984792 \r\n",
"L 615.11875 225.984792 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"text_17\">\r\n",
" <!-- Master -->\r\n",
" <defs>\r\n",
" <path d=\"M 9.8125 72.90625 \r\n",
"L 24.515625 72.90625 \r\n",
"L 43.109375 23.296875 \r\n",
"L 61.8125 72.90625 \r\n",
"L 76.515625 72.90625 \r\n",
"L 76.515625 0 \r\n",
"L 66.890625 0 \r\n",
"L 66.890625 64.015625 \r\n",
"L 48.09375 14.015625 \r\n",
"L 38.1875 14.015625 \r\n",
"L 19.390625 64.015625 \r\n",
"L 19.390625 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-77\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(318.50375 219.984792)scale(0.12 -0.12)\">\r\n",
" <use xlink:href=\"#DejaVuSans-77\"/>\r\n",
" <use x=\"86.279297\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"147.558594\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"199.658203\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
" <use x=\"238.867188\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"300.390625\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"axes_3\">\r\n",
" <g id=\"patch_52\">\r\n",
" <path d=\"M 62.86875 583.318125 \r\n",
"L 615.11875 583.318125 \r\n",
"L 615.11875 429.651458 \r\n",
"L 62.86875 429.651458 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_53\">\r\n",
" <path clip-path=\"url(#p2a77c3de04)\" d=\"M 330.248986 583.318125 \r\n",
"L 342.589675 583.318125 \r\n",
"L 342.589675 569.769455 \r\n",
"L 330.248986 569.769455 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_54\">\r\n",
" <path clip-path=\"url(#p2a77c3de04)\" d=\"M 342.589675 583.318125 \r\n",
"L 354.930364 583.318125 \r\n",
"L 354.930364 569.769455 \r\n",
"L 342.589675 569.769455 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_55\">\r\n",
" <path clip-path=\"url(#p2a77c3de04)\" d=\"M 354.930364 583.318125 \r\n",
"L 367.271053 583.318125 \r\n",
"L 367.271053 569.769455 \r\n",
"L 354.930364 569.769455 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_56\">\r\n",
" <path clip-path=\"url(#p2a77c3de04)\" d=\"M 367.271053 583.318125 \r\n",
"L 379.611742 583.318125 \r\n",
"L 379.611742 569.769455 \r\n",
"L 367.271053 569.769455 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_57\">\r\n",
" <path clip-path=\"url(#p2a77c3de04)\" d=\"M 379.611742 583.318125 \r\n",
"L 391.952431 583.318125 \r\n",
"L 391.952431 569.769455 \r\n",
"L 379.611742 569.769455 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_58\">\r\n",
" <path clip-path=\"url(#p2a77c3de04)\" d=\"M 391.952431 583.318125 \r\n",
"L 404.29312 583.318125 \r\n",
"L 404.29312 583.318125 \r\n",
"L 391.952431 583.318125 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_59\">\r\n",
" <path clip-path=\"url(#p2a77c3de04)\" d=\"M 404.29312 583.318125 \r\n",
"L 416.633809 583.318125 \r\n",
"L 416.633809 569.769455 \r\n",
"L 404.29312 569.769455 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_60\">\r\n",
" <path clip-path=\"url(#p2a77c3de04)\" d=\"M 416.633809 583.318125 \r\n",
"L 428.974498 583.318125 \r\n",
"L 428.974498 569.769455 \r\n",
"L 416.633809 569.769455 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_61\">\r\n",
" <path clip-path=\"url(#p2a77c3de04)\" d=\"M 428.974498 583.318125 \r\n",
"L 441.315187 583.318125 \r\n",
"L 441.315187 583.318125 \r\n",
"L 428.974498 583.318125 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_62\">\r\n",
" <path clip-path=\"url(#p2a77c3de04)\" d=\"M 441.315187 583.318125 \r\n",
"L 453.655876 583.318125 \r\n",
"L 453.655876 569.769455 \r\n",
"L 441.315187 569.769455 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_63\">\r\n",
" <path clip-path=\"url(#p2a77c3de04)\" d=\"M 204.916072 583.318125 \r\n",
"L 208.571984 583.318125 \r\n",
"L 208.571984 436.968919 \r\n",
"L 204.916072 436.968919 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_64\">\r\n",
" <path clip-path=\"url(#p2a77c3de04)\" d=\"M 208.571984 583.318125 \r\n",
"L 212.227895 583.318125 \r\n",
"L 212.227895 583.318125 \r\n",
"L 208.571984 583.318125 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_65\">\r\n",
" <path clip-path=\"url(#p2a77c3de04)\" d=\"M 212.227895 583.318125 \r\n",
"L 215.883807 583.318125 \r\n",
"L 215.883807 510.143522 \r\n",
"L 212.227895 510.143522 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_66\">\r\n",
" <path clip-path=\"url(#p2a77c3de04)\" d=\"M 215.883807 583.318125 \r\n",
"L 219.539718 583.318125 \r\n",
"L 219.539718 583.318125 \r\n",
"L 215.883807 583.318125 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_67\">\r\n",
" <path clip-path=\"url(#p2a77c3de04)\" d=\"M 219.539718 583.318125 \r\n",
"L 223.19563 583.318125 \r\n",
"L 223.19563 583.318125 \r\n",
"L 219.539718 583.318125 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_68\">\r\n",
" <path clip-path=\"url(#p2a77c3de04)\" d=\"M 223.19563 583.318125 \r\n",
"L 226.851541 583.318125 \r\n",
"L 226.851541 583.318125 \r\n",
"L 223.19563 583.318125 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_69\">\r\n",
" <path clip-path=\"url(#p2a77c3de04)\" d=\"M 226.851541 583.318125 \r\n",
"L 230.507453 583.318125 \r\n",
"L 230.507453 583.318125 \r\n",
"L 226.851541 583.318125 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_70\">\r\n",
" <path clip-path=\"url(#p2a77c3de04)\" d=\"M 230.507453 583.318125 \r\n",
"L 234.163364 583.318125 \r\n",
"L 234.163364 510.143522 \r\n",
"L 230.507453 510.143522 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_71\">\r\n",
" <path clip-path=\"url(#p2a77c3de04)\" d=\"M 234.163364 583.318125 \r\n",
"L 237.819275 583.318125 \r\n",
"L 237.819275 583.318125 \r\n",
"L 234.163364 583.318125 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_72\">\r\n",
" <path clip-path=\"url(#p2a77c3de04)\" d=\"M 237.819275 583.318125 \r\n",
"L 241.475187 583.318125 \r\n",
"L 241.475187 510.143522 \r\n",
"L 237.819275 510.143522 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_5\">\r\n",
" <g id=\"xtick_13\">\r\n",
" <g id=\"line2d_28\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"88.153082\" xlink:href=\"#me75085351c\" y=\"583.318125\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_18\">\r\n",
" <!-- 5000 -->\r\n",
" <g transform=\"translate(75.428082 597.916562)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_14\">\r\n",
" <g id=\"line2d_29\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"176.502802\" xlink:href=\"#me75085351c\" y=\"583.318125\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_19\">\r\n",
" <!-- 10000 -->\r\n",
" <g transform=\"translate(160.596552 597.916562)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_15\">\r\n",
" <g id=\"line2d_30\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"264.852523\" xlink:href=\"#me75085351c\" y=\"583.318125\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_20\">\r\n",
" <!-- 15000 -->\r\n",
" <g transform=\"translate(248.946273 597.916562)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_16\">\r\n",
" <g id=\"line2d_31\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"353.202243\" xlink:href=\"#me75085351c\" y=\"583.318125\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_21\">\r\n",
" <!-- 20000 -->\r\n",
" <g transform=\"translate(337.295993 597.916562)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_17\">\r\n",
" <g id=\"line2d_32\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"441.551964\" xlink:href=\"#me75085351c\" y=\"583.318125\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_22\">\r\n",
" <!-- 25000 -->\r\n",
" <g transform=\"translate(425.645714 597.916562)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_18\">\r\n",
" <g id=\"line2d_33\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"529.901685\" xlink:href=\"#me75085351c\" y=\"583.318125\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_23\">\r\n",
" <!-- 30000 -->\r\n",
" <g transform=\"translate(513.995435 597.916562)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-51\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_24\">\r\n",
" <!-- salary -->\r\n",
" <g transform=\"translate(323.857031 611.594687)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"52.099609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"113.378906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"141.162109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"202.441406\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" <use x=\"243.554688\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_6\">\r\n",
" <g id=\"ytick_12\">\r\n",
" <g id=\"line2d_34\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"583.318125\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_25\">\r\n",
" <!-- 0.0000 -->\r\n",
" <g transform=\"translate(20.878125 587.117344)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"286.279297\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_13\">\r\n",
" <g id=\"line2d_35\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"545.468562\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_26\">\r\n",
" <!-- 0.0005 -->\r\n",
" <g transform=\"translate(20.878125 549.26778)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"286.279297\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_14\">\r\n",
" <g id=\"line2d_36\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"507.618998\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_27\">\r\n",
" <!-- 0.0010 -->\r\n",
" <g transform=\"translate(20.878125 511.418217)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"222.65625\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"286.279297\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_15\">\r\n",
" <g id=\"line2d_37\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"469.769435\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_28\">\r\n",
" <!-- 0.0015 -->\r\n",
" <g transform=\"translate(20.878125 473.568653)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"222.65625\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"286.279297\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_16\">\r\n",
" <g id=\"line2d_38\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"62.86875\" xlink:href=\"#m17f6e5374b\" y=\"431.919871\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_29\">\r\n",
" <!-- 0.0020 -->\r\n",
" <g transform=\"translate(20.878125 435.71909)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"222.65625\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"286.279297\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_30\">\r\n",
" <!-- Density -->\r\n",
" <g transform=\"translate(14.798438 525.493385)rotate(-90)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-68\"/>\r\n",
" <use x=\"77.001953\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"138.525391\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" <use x=\"201.904297\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"254.003906\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" <use x=\"281.787109\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
" <use x=\"320.996094\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"line2d_39\">\r\n",
" <path clip-path=\"url(#p2a77c3de04)\" d=\"M 243.047047 583.264624 \r\n",
"L 261.80678 583.129956 \r\n",
"L 273.531613 582.849085 \r\n",
"L 282.91148 582.429268 \r\n",
"L 292.291347 581.771432 \r\n",
"L 301.671214 580.840517 \r\n",
"L 311.05108 579.651011 \r\n",
"L 325.12088 577.568052 \r\n",
"L 336.845714 575.86203 \r\n",
"L 346.225581 574.724995 \r\n",
"L 353.260481 574.073206 \r\n",
"L 360.295381 573.613414 \r\n",
"L 367.330281 573.34136 \r\n",
"L 376.710147 573.237197 \r\n",
"L 386.090014 573.372836 \r\n",
"L 397.814848 573.798357 \r\n",
"L 409.539681 574.449427 \r\n",
"L 421.264514 575.2981 \r\n",
"L 435.334315 576.554076 \r\n",
"L 451.749081 578.273357 \r\n",
"L 475.198748 580.76585 \r\n",
"L 486.923582 581.762387 \r\n",
"L 496.303448 582.359188 \r\n",
"L 508.028282 582.853041 \r\n",
"L 519.753115 583.120508 \r\n",
"L 536.167882 583.258092 \r\n",
"L 540.857815 583.265356 \r\n",
"L 540.857815 583.265356 \r\n",
"\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_40\">\r\n",
" <path clip-path=\"url(#p2a77c3de04)\" d=\"M 167.705742 583.066837 \r\n",
"L 171.201168 582.919049 \r\n",
"L 174.696594 582.539761 \r\n",
"L 177.318163 582.036369 \r\n",
"L 179.939733 581.274684 \r\n",
"L 181.687446 580.588861 \r\n",
"L 183.435159 579.73782 \r\n",
"L 185.182872 578.705908 \r\n",
"L 186.930585 577.483551 \r\n",
"L 189.552154 575.293394 \r\n",
"L 192.173724 572.717495 \r\n",
"L 195.66915 568.874079 \r\n",
"L 200.038432 564.016076 \r\n",
"L 202.660002 561.461555 \r\n",
"L 204.407715 560.037363 \r\n",
"L 206.155428 558.890901 \r\n",
"L 207.903141 558.050853 \r\n",
"L 209.650854 557.52673 \r\n",
"L 211.398567 557.308106 \r\n",
"L 213.14628 557.365874 \r\n",
"L 214.893993 557.655438 \r\n",
"L 217.515562 558.401978 \r\n",
"L 227.127984 561.658358 \r\n",
"L 236.740406 564.232195 \r\n",
"L 239.361975 565.352705 \r\n",
"L 241.983545 566.795292 \r\n",
"L 244.605114 568.541898 \r\n",
"L 248.10054 571.204761 \r\n",
"L 254.217536 575.970612 \r\n",
"L 256.839105 577.750329 \r\n",
"L 259.460675 579.261074 \r\n",
"L 262.082244 580.476977 \r\n",
"L 264.703814 581.406089 \r\n",
"L 267.325383 582.080174 \r\n",
"L 269.946953 582.542987 \r\n",
"L 273.442379 582.908459 \r\n",
"L 276.937805 583.062676 \r\n",
"L 278.685518 583.075683 \r\n",
"L 278.685518 583.075683 \r\n",
"\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_73\">\r\n",
" <path d=\"M 62.86875 583.318125 \r\n",
"L 62.86875 429.651458 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_74\">\r\n",
" <path d=\"M 615.11875 583.318125 \r\n",
"L 615.11875 429.651458 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_75\">\r\n",
" <path d=\"M 62.86875 583.318125 \r\n",
"L 615.11875 583.318125 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_76\">\r\n",
" <path d=\"M 62.86875 429.651458 \r\n",
"L 615.11875 429.651458 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"text_31\">\r\n",
" <!-- Ph.D -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.671875 64.796875 \r\n",
"L 19.671875 37.40625 \r\n",
"L 32.078125 37.40625 \r\n",
"Q 38.96875 37.40625 42.71875 40.96875 \r\n",
"Q 46.484375 44.53125 46.484375 51.125 \r\n",
"Q 46.484375 57.671875 42.71875 61.234375 \r\n",
"Q 38.96875 64.796875 32.078125 64.796875 \r\n",
"z\r\n",
"M 9.8125 72.90625 \r\n",
"L 32.078125 72.90625 \r\n",
"Q 44.34375 72.90625 50.609375 67.359375 \r\n",
"Q 56.890625 61.8125 56.890625 51.125 \r\n",
"Q 56.890625 40.328125 50.609375 34.8125 \r\n",
"Q 44.34375 29.296875 32.078125 29.296875 \r\n",
"L 19.671875 29.296875 \r\n",
"L 19.671875 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-80\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(325.046562 423.651458)scale(0.12 -0.12)\">\r\n",
" <use xlink:href=\"#DejaVuSans-80\"/>\r\n",
" <use x=\"60.302734\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
" <use x=\"123.681641\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"155.46875\" xlink:href=\"#DejaVuSans-68\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"legend_1\">\r\n",
" <g id=\"patch_77\">\r\n",
" <path d=\"M 526.589062 467.007708 \r\n",
"L 608.11875 467.007708 \r\n",
"Q 610.11875 467.007708 610.11875 465.007708 \r\n",
"L 610.11875 436.651458 \r\n",
"Q 610.11875 434.651458 608.11875 434.651458 \r\n",
"L 526.589062 434.651458 \r\n",
"Q 524.589062 434.651458 524.589062 436.651458 \r\n",
"L 524.589062 465.007708 \r\n",
"Q 524.589062 467.007708 526.589062 467.007708 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_78\">\r\n",
" <path d=\"M 528.589062 446.249896 \r\n",
"L 548.589062 446.249896 \r\n",
"L 548.589062 439.249896 \r\n",
"L 528.589062 439.249896 \r\n",
"z\r\n",
"\" style=\"fill:#0000ff;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"text_32\">\r\n",
" <!-- Manager -->\r\n",
" <defs>\r\n",
" <path d=\"M 45.40625 27.984375 \r\n",
"Q 45.40625 37.75 41.375 43.109375 \r\n",
"Q 37.359375 48.484375 30.078125 48.484375 \r\n",
"Q 22.859375 48.484375 18.828125 43.109375 \r\n",
"Q 14.796875 37.75 14.796875 27.984375 \r\n",
"Q 14.796875 18.265625 18.828125 12.890625 \r\n",
"Q 22.859375 7.515625 30.078125 7.515625 \r\n",
"Q 37.359375 7.515625 41.375 12.890625 \r\n",
"Q 45.40625 18.265625 45.40625 27.984375 \r\n",
"z\r\n",
"M 54.390625 6.78125 \r\n",
"Q 54.390625 -7.171875 48.1875 -13.984375 \r\n",
"Q 42 -20.796875 29.203125 -20.796875 \r\n",
"Q 24.46875 -20.796875 20.265625 -20.09375 \r\n",
"Q 16.0625 -19.390625 12.109375 -17.921875 \r\n",
"L 12.109375 -9.1875 \r\n",
"Q 16.0625 -11.328125 19.921875 -12.34375 \r\n",
"Q 23.78125 -13.375 27.78125 -13.375 \r\n",
"Q 36.625 -13.375 41.015625 -8.765625 \r\n",
"Q 45.40625 -4.15625 45.40625 5.171875 \r\n",
"L 45.40625 9.625 \r\n",
"Q 42.625 4.78125 38.28125 2.390625 \r\n",
"Q 33.9375 0 27.875 0 \r\n",
"Q 17.828125 0 11.671875 7.65625 \r\n",
"Q 5.515625 15.328125 5.515625 27.984375 \r\n",
"Q 5.515625 40.671875 11.671875 48.328125 \r\n",
"Q 17.828125 56 27.875 56 \r\n",
"Q 33.9375 56 38.28125 53.609375 \r\n",
"Q 42.625 51.21875 45.40625 46.390625 \r\n",
"L 45.40625 54.6875 \r\n",
"L 54.390625 54.6875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-103\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(556.589062 446.249896)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-77\"/>\r\n",
" <use x=\"86.279297\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"147.558594\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" <use x=\"210.9375\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"272.216797\" xlink:href=\"#DejaVuSans-103\"/>\r\n",
" <use x=\"335.693359\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"397.216797\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"patch_79\">\r\n",
" <path d=\"M 528.589062 460.928021 \r\n",
"L 548.589062 460.928021 \r\n",
"L 548.589062 453.928021 \r\n",
"L 528.589062 453.928021 \r\n",
"z\r\n",
"\" style=\"fill:#ff0000;opacity:0.4;\"/>\r\n",
" </g>\r\n",
" <g id=\"text_33\">\r\n",
" <!-- Employee -->\r\n",
" <defs>\r\n",
" <path d=\"M 9.8125 72.90625 \r\n",
"L 55.90625 72.90625 \r\n",
"L 55.90625 64.59375 \r\n",
"L 19.671875 64.59375 \r\n",
"L 19.671875 43.015625 \r\n",
"L 54.390625 43.015625 \r\n",
"L 54.390625 34.71875 \r\n",
"L 19.671875 34.71875 \r\n",
"L 19.671875 8.296875 \r\n",
"L 56.78125 8.296875 \r\n",
"L 56.78125 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-69\"/>\r\n",
" <path d=\"M 52 44.1875 \r\n",
"Q 55.375 50.25 60.0625 53.125 \r\n",
"Q 64.75 56 71.09375 56 \r\n",
"Q 79.640625 56 84.28125 50.015625 \r\n",
"Q 88.921875 44.046875 88.921875 33.015625 \r\n",
"L 88.921875 0 \r\n",
"L 79.890625 0 \r\n",
"L 79.890625 32.71875 \r\n",
"Q 79.890625 40.578125 77.09375 44.375 \r\n",
"Q 74.3125 48.1875 68.609375 48.1875 \r\n",
"Q 61.625 48.1875 57.5625 43.546875 \r\n",
"Q 53.515625 38.921875 53.515625 30.90625 \r\n",
"L 53.515625 0 \r\n",
"L 44.484375 0 \r\n",
"L 44.484375 32.71875 \r\n",
"Q 44.484375 40.625 41.703125 44.40625 \r\n",
"Q 38.921875 48.1875 33.109375 48.1875 \r\n",
"Q 26.21875 48.1875 22.15625 43.53125 \r\n",
"Q 18.109375 38.875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.1875 51.21875 25.484375 53.609375 \r\n",
"Q 29.78125 56 35.6875 56 \r\n",
"Q 41.65625 56 45.828125 52.96875 \r\n",
"Q 50 49.953125 52 44.1875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-109\"/>\r\n",
" <path d=\"M 18.109375 8.203125 \r\n",
"L 18.109375 -20.796875 \r\n",
"L 9.078125 -20.796875 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.390625 \r\n",
"Q 20.953125 51.265625 25.265625 53.625 \r\n",
"Q 29.59375 56 35.59375 56 \r\n",
"Q 45.5625 56 51.78125 48.09375 \r\n",
"Q 58.015625 40.1875 58.015625 27.296875 \r\n",
"Q 58.015625 14.40625 51.78125 6.484375 \r\n",
"Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
"Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
"Q 20.953125 3.328125 18.109375 8.203125 \r\n",
"z\r\n",
"M 48.6875 27.296875 \r\n",
"Q 48.6875 37.203125 44.609375 42.84375 \r\n",
"Q 40.53125 48.484375 33.40625 48.484375 \r\n",
"Q 26.265625 48.484375 22.1875 42.84375 \r\n",
"Q 18.109375 37.203125 18.109375 27.296875 \r\n",
"Q 18.109375 17.390625 22.1875 11.75 \r\n",
"Q 26.265625 6.109375 33.40625 6.109375 \r\n",
"Q 40.53125 6.109375 44.609375 11.75 \r\n",
"Q 48.6875 17.390625 48.6875 27.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-112\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(556.589062 460.928021)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-69\"/>\r\n",
" <use x=\"63.183594\" xlink:href=\"#DejaVuSans-109\"/>\r\n",
" <use x=\"160.595703\" xlink:href=\"#DejaVuSans-112\"/>\r\n",
" <use x=\"224.072266\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"251.855469\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
" <use x=\"313.037109\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
" <use x=\"372.216797\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"433.740234\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <defs>\r\n",
" <clipPath id=\"p2151182f41\">\r\n",
" <rect height=\"153.666667\" width=\"552.25\" x=\"62.86875\" y=\"22.318125\"/>\r\n",
" </clipPath>\r\n",
" <clipPath id=\"p6fa229d3e5\">\r\n",
" <rect height=\"153.666667\" width=\"552.25\" x=\"62.86875\" y=\"225.984792\"/>\r\n",
" </clipPath>\r\n",
" <clipPath id=\"p2a77c3de04\">\r\n",
" <rect height=\"153.666667\" width=\"552.25\" x=\"62.86875\" y=\"429.651458\"/>\r\n",
" </clipPath>\r\n",
" </defs>\r\n",
"</svg>\r\n"
],
"text/plain": [
"<Figure size 648x648 with 3 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# list(salary.groupby(['education']))\n",
"\n",
"f, axes = plt.subplots(3, 1, figsize=(9, 9), sharex=True)\n",
"\n",
"i = 0\n",
"\n",
"for edu, d in salary.groupby(['education']):\n",
" sns.distplot(d.salary[d.management == 'Y'], color='b', bins=10, label=\"Manager\", ax=axes[i])\n",
" sns.distplot(d.salary[d.management == \"N\"], color='r', bins=10, label=\"Employee\", ax=axes[i])\n",
" axes[i].set_title(edu)\n",
" axes[i].set_ylabel(\"Density\")\n",
" i += 1\n",
"\n",
"plt.tight_layout(pad=2.0)\n",
"ax = plt.legend()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Violin plot(distribution)\n",
"\n",
"Combines a boxplot with the kernel density estimation procedure"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"image/svg+xml": [
"<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
"<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
" \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
"<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
"<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 360.11382 262.19625\" width=\"360.11382pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
" <defs>\r\n",
" <style type=\"text/css\">\r\n",
"*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
" </style>\r\n",
" </defs>\r\n",
" <g id=\"figure_1\">\r\n",
" <g id=\"patch_1\">\r\n",
" <path d=\"M 0 262.19625 \r\n",
"L 360.11382 262.19625 \r\n",
"L 360.11382 0 \r\n",
"L 0 0 \r\n",
"z\r\n",
"\" style=\"fill:none;\"/>\r\n",
" </g>\r\n",
" <g id=\"axes_1\">\r\n",
" <g id=\"patch_2\">\r\n",
" <path d=\"M 18.11382 224.64 \r\n",
"L 352.91382 224.64 \r\n",
"L 352.91382 7.2 \r\n",
"L 18.11382 7.2 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;\"/>\r\n",
" </g>\r\n",
" <g id=\"PolyCollection_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 33.332002 -144.204295 \r\n",
"L 33.332002 -148.348205 \r\n",
"L 36.406382 -149.030858 \r\n",
"L 39.480762 -149.89306 \r\n",
"L 42.555143 -150.96669 \r\n",
"L 45.629523 -152.284685 \r\n",
"L 48.703903 -153.879689 \r\n",
"L 51.778283 -155.782386 \r\n",
"L 54.852663 -158.019574 \r\n",
"L 57.927043 -160.612079 \r\n",
"L 61.001424 -163.572631 \r\n",
"L 64.075804 -166.903856 \r\n",
"L 67.150184 -170.596554 \r\n",
"L 70.224564 -174.628435 \r\n",
"L 73.298944 -178.963467 \r\n",
"L 76.373324 -183.551965 \r\n",
"L 79.447705 -188.331482 \r\n",
"L 82.522085 -193.228526 \r\n",
"L 85.596465 -198.161045 \r\n",
"L 88.670845 -203.041548 \r\n",
"L 91.745225 -207.780694 \r\n",
"L 94.819605 -212.291116 \r\n",
"L 97.893986 -216.491224 \r\n",
"L 100.968366 -220.308746 \r\n",
"L 104.042746 -223.683764 \r\n",
"L 107.117126 -226.571057 \r\n",
"L 110.191506 -228.941608 \r\n",
"L 113.265886 -230.783209 \r\n",
"L 116.340267 -232.100163 \r\n",
"L 119.414647 -232.912129 \r\n",
"L 122.489027 -233.25225 \r\n",
"L 125.563407 -233.164706 \r\n",
"L 128.637787 -232.701883 \r\n",
"L 131.712167 -231.921363 \r\n",
"L 134.786548 -230.88292 \r\n",
"L 137.860928 -229.6457 \r\n",
"L 140.935308 -228.265736 \r\n",
"L 144.009688 -226.793891 \r\n",
"L 147.084068 -225.274332 \r\n",
"L 150.158448 -223.743529 \r\n",
"L 153.232829 -222.229803 \r\n",
"L 156.307209 -220.753359 \r\n",
"L 159.381589 -219.326766 \r\n",
"L 162.455969 -217.95577 \r\n",
"L 165.530349 -216.64037 \r\n",
"L 168.604729 -215.376045 \r\n",
"L 171.67911 -214.155043 \r\n",
"L 174.75349 -212.967638 \r\n",
"L 177.82787 -211.803289 \r\n",
"L 180.90225 -210.651642 \r\n",
"L 183.97663 -209.503323 \r\n",
"L 187.05101 -208.350513 \r\n",
"L 190.125391 -207.187289 \r\n",
"L 193.199771 -206.009746 \r\n",
"L 196.274151 -204.815919 \r\n",
"L 199.348531 -203.605551 \r\n",
"L 202.422911 -202.379728 \r\n",
"L 205.497291 -201.140457 \r\n",
"L 208.571672 -199.890205 \r\n",
"L 211.646052 -198.631452 \r\n",
"L 214.720432 -197.366306 \r\n",
"L 217.794812 -196.096176 \r\n",
"L 220.869192 -194.821547 \r\n",
"L 223.943572 -193.541852 \r\n",
"L 227.017953 -192.255438 \r\n",
"L 230.092333 -190.959621 \r\n",
"L 233.166713 -189.650816 \r\n",
"L 236.241093 -188.324738 \r\n",
"L 239.315473 -186.976644 \r\n",
"L 242.389853 -185.601624 \r\n",
"L 245.464234 -184.194912 \r\n",
"L 248.538614 -182.752216 \r\n",
"L 251.612994 -181.270057 \r\n",
"L 254.687374 -179.746095 \r\n",
"L 257.761754 -178.179432 \r\n",
"L 260.836134 -176.570877 \r\n",
"L 263.910515 -174.923144 \r\n",
"L 266.984895 -173.240979 \r\n",
"L 270.059275 -171.53118 \r\n",
"L 273.133655 -169.802526 \r\n",
"L 276.208035 -168.065582 \r\n",
"L 279.282415 -166.33241 \r\n",
"L 282.356796 -164.616175 \r\n",
"L 285.431176 -162.930692 \r\n",
"L 288.505556 -161.289908 \r\n",
"L 291.579936 -159.707382 \r\n",
"L 294.654316 -158.19577 \r\n",
"L 297.728696 -156.766357 \r\n",
"L 300.803076 -155.428662 \r\n",
"L 303.877457 -154.190132 \r\n",
"L 306.951837 -153.055943 \r\n",
"L 310.026217 -152.028917 \r\n",
"L 313.100597 -151.109546 \r\n",
"L 316.174977 -150.296131 \r\n",
"L 319.249357 -149.584993 \r\n",
"L 322.323738 -148.970773 \r\n",
"L 325.398118 -148.446763 \r\n",
"L 328.472498 -148.005279 \r\n",
"L 331.546878 -147.638018 \r\n",
"L 334.621258 -147.336409 \r\n",
"L 337.695638 -147.091926 \r\n",
"L 337.695638 -145.460574 \r\n",
"L 337.695638 -145.460574 \r\n",
"L 334.621258 -145.216091 \r\n",
"L 331.546878 -144.914482 \r\n",
"L 328.472498 -144.547221 \r\n",
"L 325.398118 -144.105737 \r\n",
"L 322.323738 -143.581727 \r\n",
"L 319.249357 -142.967507 \r\n",
"L 316.174977 -142.256369 \r\n",
"L 313.100597 -141.442954 \r\n",
"L 310.026217 -140.523583 \r\n",
"L 306.951837 -139.496557 \r\n",
"L 303.877457 -138.362368 \r\n",
"L 300.803076 -137.123838 \r\n",
"L 297.728696 -135.786143 \r\n",
"L 294.654316 -134.35673 \r\n",
"L 291.579936 -132.845118 \r\n",
"L 288.505556 -131.262592 \r\n",
"L 285.431176 -129.621808 \r\n",
"L 282.356796 -127.936325 \r\n",
"L 279.282415 -126.22009 \r\n",
"L 276.208035 -124.486918 \r\n",
"L 273.133655 -122.749974 \r\n",
"L 270.059275 -121.02132 \r\n",
"L 266.984895 -119.311521 \r\n",
"L 263.910515 -117.629356 \r\n",
"L 260.836134 -115.981623 \r\n",
"L 257.761754 -114.373068 \r\n",
"L 254.687374 -112.806405 \r\n",
"L 251.612994 -111.282443 \r\n",
"L 248.538614 -109.800284 \r\n",
"L 245.464234 -108.357588 \r\n",
"L 242.389853 -106.950876 \r\n",
"L 239.315473 -105.575856 \r\n",
"L 236.241093 -104.227762 \r\n",
"L 233.166713 -102.901684 \r\n",
"L 230.092333 -101.592879 \r\n",
"L 227.017953 -100.297062 \r\n",
"L 223.943572 -99.010648 \r\n",
"L 220.869192 -97.730953 \r\n",
"L 217.794812 -96.456324 \r\n",
"L 214.720432 -95.186194 \r\n",
"L 211.646052 -93.921048 \r\n",
"L 208.571672 -92.662295 \r\n",
"L 205.497291 -91.412043 \r\n",
"L 202.422911 -90.172772 \r\n",
"L 199.348531 -88.946949 \r\n",
"L 196.274151 -87.736581 \r\n",
"L 193.199771 -86.542754 \r\n",
"L 190.125391 -85.365211 \r\n",
"L 187.05101 -84.201987 \r\n",
"L 183.97663 -83.049177 \r\n",
"L 180.90225 -81.900858 \r\n",
"L 177.82787 -80.749211 \r\n",
"L 174.75349 -79.584862 \r\n",
"L 171.67911 -78.397457 \r\n",
"L 168.604729 -77.176455 \r\n",
"L 165.530349 -75.91213 \r\n",
"L 162.455969 -74.59673 \r\n",
"L 159.381589 -73.225734 \r\n",
"L 156.307209 -71.799141 \r\n",
"L 153.232829 -70.322697 \r\n",
"L 150.158448 -68.808971 \r\n",
"L 147.084068 -67.278168 \r\n",
"L 144.009688 -65.758609 \r\n",
"L 140.935308 -64.286764 \r\n",
"L 137.860928 -62.9068 \r\n",
"L 134.786548 -61.66958 \r\n",
"L 131.712167 -60.631137 \r\n",
"L 128.637787 -59.850617 \r\n",
"L 125.563407 -59.387794 \r\n",
"L 122.489027 -59.30025 \r\n",
"L 119.414647 -59.640371 \r\n",
"L 116.340267 -60.452337 \r\n",
"L 113.265886 -61.769291 \r\n",
"L 110.191506 -63.610892 \r\n",
"L 107.117126 -65.981443 \r\n",
"L 104.042746 -68.868736 \r\n",
"L 100.968366 -72.243754 \r\n",
"L 97.893986 -76.061276 \r\n",
"L 94.819605 -80.261384 \r\n",
"L 91.745225 -84.771806 \r\n",
"L 88.670845 -89.510952 \r\n",
"L 85.596465 -94.391455 \r\n",
"L 82.522085 -99.323974 \r\n",
"L 79.447705 -104.221018 \r\n",
"L 76.373324 -109.000535 \r\n",
"L 73.298944 -113.589033 \r\n",
"L 70.224564 -117.924065 \r\n",
"L 67.150184 -121.955946 \r\n",
"L 64.075804 -125.648644 \r\n",
"L 61.001424 -128.979869 \r\n",
"L 57.927043 -131.940421 \r\n",
"L 54.852663 -134.532926 \r\n",
"L 51.778283 -136.770114 \r\n",
"L 48.703903 -138.672811 \r\n",
"L 45.629523 -140.267815 \r\n",
"L 42.555143 -141.58581 \r\n",
"L 39.480762 -142.65944 \r\n",
"L 36.406382 -143.521642 \r\n",
"L 33.332002 -144.204295 \r\n",
"z\r\n",
"\" id=\"mfd38e4677e\" style=\"stroke:#3f3f3f;stroke-width:1.5;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p9758e62d30)\">\r\n",
" <use style=\"fill:#3274a1;stroke:#3f3f3f;stroke-width:1.5;\" x=\"0\" xlink:href=\"#mfd38e4677e\" y=\"262.19625\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_1\">\r\n",
" <g id=\"xtick_1\">\r\n",
" <g id=\"line2d_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L 0 3.5 \r\n",
"\" id=\"m777b4754df\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"19.925\" xlink:href=\"#m777b4754df\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_1\">\r\n",
" <!-- 5000 -->\r\n",
" <defs>\r\n",
" <path d=\"M 10.796875 72.90625 \r\n",
"L 49.515625 72.90625 \r\n",
"L 49.515625 64.59375 \r\n",
"L 19.828125 64.59375 \r\n",
"L 19.828125 46.734375 \r\n",
"Q 21.96875 47.46875 24.109375 47.828125 \r\n",
"Q 26.265625 48.1875 28.421875 48.1875 \r\n",
"Q 40.625 48.1875 47.75 41.5 \r\n",
"Q 54.890625 34.8125 54.890625 23.390625 \r\n",
"Q 54.890625 11.625 47.5625 5.09375 \r\n",
"Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
"Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
"Q 12.796875 0.140625 7.71875 1.703125 \r\n",
"L 7.71875 11.625 \r\n",
"Q 12.109375 9.234375 16.796875 8.0625 \r\n",
"Q 21.484375 6.890625 26.703125 6.890625 \r\n",
"Q 35.15625 6.890625 40.078125 11.328125 \r\n",
"Q 45.015625 15.765625 45.015625 23.390625 \r\n",
"Q 45.015625 31 40.078125 35.4375 \r\n",
"Q 35.15625 39.890625 26.703125 39.890625 \r\n",
"Q 22.75 39.890625 18.8125 39.015625 \r\n",
"Q 14.890625 38.140625 10.796875 36.28125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-53\"/>\r\n",
" <path d=\"M 31.78125 66.40625 \r\n",
"Q 24.171875 66.40625 20.328125 58.90625 \r\n",
"Q 16.5 51.421875 16.5 36.375 \r\n",
"Q 16.5 21.390625 20.328125 13.890625 \r\n",
"Q 24.171875 6.390625 31.78125 6.390625 \r\n",
"Q 39.453125 6.390625 43.28125 13.890625 \r\n",
"Q 47.125 21.390625 47.125 36.375 \r\n",
"Q 47.125 51.421875 43.28125 58.90625 \r\n",
"Q 39.453125 66.40625 31.78125 66.40625 \r\n",
"z\r\n",
"M 31.78125 74.21875 \r\n",
"Q 44.046875 74.21875 50.515625 64.515625 \r\n",
"Q 56.984375 54.828125 56.984375 36.375 \r\n",
"Q 56.984375 17.96875 50.515625 8.265625 \r\n",
"Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
"Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
"Q 6.59375 17.96875 6.59375 36.375 \r\n",
"Q 6.59375 54.828125 13.0625 64.515625 \r\n",
"Q 19.53125 74.21875 31.78125 74.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-48\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(7.2 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_2\">\r\n",
" <g id=\"line2d_2\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"78.288464\" xlink:href=\"#m777b4754df\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_2\">\r\n",
" <!-- 10000 -->\r\n",
" <defs>\r\n",
" <path d=\"M 12.40625 8.296875 \r\n",
"L 28.515625 8.296875 \r\n",
"L 28.515625 63.921875 \r\n",
"L 10.984375 60.40625 \r\n",
"L 10.984375 69.390625 \r\n",
"L 28.421875 72.90625 \r\n",
"L 38.28125 72.90625 \r\n",
"L 38.28125 8.296875 \r\n",
"L 54.390625 8.296875 \r\n",
"L 54.390625 0 \r\n",
"L 12.40625 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-49\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(62.382214 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_3\">\r\n",
" <g id=\"line2d_3\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"136.651928\" xlink:href=\"#m777b4754df\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_3\">\r\n",
" <!-- 15000 -->\r\n",
" <g transform=\"translate(120.745678 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_4\">\r\n",
" <g id=\"line2d_4\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"195.015392\" xlink:href=\"#m777b4754df\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_4\">\r\n",
" <!-- 20000 -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.1875 8.296875 \r\n",
"L 53.609375 8.296875 \r\n",
"L 53.609375 0 \r\n",
"L 7.328125 0 \r\n",
"L 7.328125 8.296875 \r\n",
"Q 12.9375 14.109375 22.625 23.890625 \r\n",
"Q 32.328125 33.6875 34.8125 36.53125 \r\n",
"Q 39.546875 41.84375 41.421875 45.53125 \r\n",
"Q 43.3125 49.21875 43.3125 52.78125 \r\n",
"Q 43.3125 58.59375 39.234375 62.25 \r\n",
"Q 35.15625 65.921875 28.609375 65.921875 \r\n",
"Q 23.96875 65.921875 18.8125 64.3125 \r\n",
"Q 13.671875 62.703125 7.8125 59.421875 \r\n",
"L 7.8125 69.390625 \r\n",
"Q 13.765625 71.78125 18.9375 73 \r\n",
"Q 24.125 74.21875 28.421875 74.21875 \r\n",
"Q 39.75 74.21875 46.484375 68.546875 \r\n",
"Q 53.21875 62.890625 53.21875 53.421875 \r\n",
"Q 53.21875 48.921875 51.53125 44.890625 \r\n",
"Q 49.859375 40.875 45.40625 35.40625 \r\n",
"Q 44.1875 33.984375 37.640625 27.21875 \r\n",
"Q 31.109375 20.453125 19.1875 8.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-50\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(179.109142 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_5\">\r\n",
" <g id=\"line2d_5\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"253.378856\" xlink:href=\"#m777b4754df\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_5\">\r\n",
" <!-- 25000 -->\r\n",
" <g transform=\"translate(237.472606 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_6\">\r\n",
" <g id=\"line2d_6\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"311.74232\" xlink:href=\"#m777b4754df\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_6\">\r\n",
" <!-- 30000 -->\r\n",
" <defs>\r\n",
" <path d=\"M 40.578125 39.3125 \r\n",
"Q 47.65625 37.796875 51.625 33 \r\n",
"Q 55.609375 28.21875 55.609375 21.1875 \r\n",
"Q 55.609375 10.40625 48.1875 4.484375 \r\n",
"Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
"Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
"Q 12.796875 0.390625 7.625 2.203125 \r\n",
"L 7.625 11.71875 \r\n",
"Q 11.71875 9.328125 16.59375 8.109375 \r\n",
"Q 21.484375 6.890625 26.8125 6.890625 \r\n",
"Q 36.078125 6.890625 40.9375 10.546875 \r\n",
"Q 45.796875 14.203125 45.796875 21.1875 \r\n",
"Q 45.796875 27.640625 41.28125 31.265625 \r\n",
"Q 36.765625 34.90625 28.71875 34.90625 \r\n",
"L 20.21875 34.90625 \r\n",
"L 20.21875 43.015625 \r\n",
"L 29.109375 43.015625 \r\n",
"Q 36.375 43.015625 40.234375 45.921875 \r\n",
"Q 44.09375 48.828125 44.09375 54.296875 \r\n",
"Q 44.09375 59.90625 40.109375 62.90625 \r\n",
"Q 36.140625 65.921875 28.71875 65.921875 \r\n",
"Q 24.65625 65.921875 20.015625 65.03125 \r\n",
"Q 15.375 64.15625 9.8125 62.3125 \r\n",
"L 9.8125 71.09375 \r\n",
"Q 15.4375 72.65625 20.34375 73.4375 \r\n",
"Q 25.25 74.21875 29.59375 74.21875 \r\n",
"Q 40.828125 74.21875 47.359375 69.109375 \r\n",
"Q 53.90625 64.015625 53.90625 55.328125 \r\n",
"Q 53.90625 49.265625 50.4375 45.09375 \r\n",
"Q 46.96875 40.921875 40.578125 39.3125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-51\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(295.83607 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-51\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_7\">\r\n",
" <!-- salary -->\r\n",
" <defs>\r\n",
" <path d=\"M 44.28125 53.078125 \r\n",
"L 44.28125 44.578125 \r\n",
"Q 40.484375 46.53125 36.375 47.5 \r\n",
"Q 32.28125 48.484375 27.875 48.484375 \r\n",
"Q 21.1875 48.484375 17.84375 46.4375 \r\n",
"Q 14.5 44.390625 14.5 40.28125 \r\n",
"Q 14.5 37.15625 16.890625 35.375 \r\n",
"Q 19.28125 33.59375 26.515625 31.984375 \r\n",
"L 29.59375 31.296875 \r\n",
"Q 39.15625 29.25 43.1875 25.515625 \r\n",
"Q 47.21875 21.78125 47.21875 15.09375 \r\n",
"Q 47.21875 7.46875 41.1875 3.015625 \r\n",
"Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
"Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
"Q 10.6875 0.296875 5.421875 2 \r\n",
"L 5.421875 11.28125 \r\n",
"Q 10.40625 8.6875 15.234375 7.390625 \r\n",
"Q 20.0625 6.109375 24.8125 6.109375 \r\n",
"Q 31.15625 6.109375 34.5625 8.28125 \r\n",
"Q 37.984375 10.453125 37.984375 14.40625 \r\n",
"Q 37.984375 18.0625 35.515625 20.015625 \r\n",
"Q 33.0625 21.96875 24.703125 23.78125 \r\n",
"L 21.578125 24.515625 \r\n",
"Q 13.234375 26.265625 9.515625 29.90625 \r\n",
"Q 5.8125 33.546875 5.8125 39.890625 \r\n",
"Q 5.8125 47.609375 11.28125 51.796875 \r\n",
"Q 16.75 56 26.8125 56 \r\n",
"Q 31.78125 56 36.171875 55.265625 \r\n",
"Q 40.578125 54.546875 44.28125 53.078125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-115\"/>\r\n",
" <path d=\"M 34.28125 27.484375 \r\n",
"Q 23.390625 27.484375 19.1875 25 \r\n",
"Q 14.984375 22.515625 14.984375 16.5 \r\n",
"Q 14.984375 11.71875 18.140625 8.90625 \r\n",
"Q 21.296875 6.109375 26.703125 6.109375 \r\n",
"Q 34.1875 6.109375 38.703125 11.40625 \r\n",
"Q 43.21875 16.703125 43.21875 25.484375 \r\n",
"L 43.21875 27.484375 \r\n",
"z\r\n",
"M 52.203125 31.203125 \r\n",
"L 52.203125 0 \r\n",
"L 43.21875 0 \r\n",
"L 43.21875 8.296875 \r\n",
"Q 40.140625 3.328125 35.546875 0.953125 \r\n",
"Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
"Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
"Q 6 8.015625 6 15.921875 \r\n",
"Q 6 25.140625 12.171875 29.828125 \r\n",
"Q 18.359375 34.515625 30.609375 34.515625 \r\n",
"L 43.21875 34.515625 \r\n",
"L 43.21875 35.40625 \r\n",
"Q 43.21875 41.609375 39.140625 45 \r\n",
"Q 35.0625 48.390625 27.6875 48.390625 \r\n",
"Q 23 48.390625 18.546875 47.265625 \r\n",
"Q 14.109375 46.140625 10.015625 43.890625 \r\n",
"L 10.015625 52.203125 \r\n",
"Q 14.9375 54.109375 19.578125 55.046875 \r\n",
"Q 24.21875 56 28.609375 56 \r\n",
"Q 40.484375 56 46.34375 49.84375 \r\n",
"Q 52.203125 43.703125 52.203125 31.203125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-97\"/>\r\n",
" <path d=\"M 9.421875 75.984375 \r\n",
"L 18.40625 75.984375 \r\n",
"L 18.40625 0 \r\n",
"L 9.421875 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-108\"/>\r\n",
" <path d=\"M 41.109375 46.296875 \r\n",
"Q 39.59375 47.171875 37.8125 47.578125 \r\n",
"Q 36.03125 48 33.890625 48 \r\n",
"Q 26.265625 48 22.1875 43.046875 \r\n",
"Q 18.109375 38.09375 18.109375 28.8125 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 20.953125 51.171875 25.484375 53.578125 \r\n",
"Q 30.03125 56 36.53125 56 \r\n",
"Q 37.453125 56 38.578125 55.875 \r\n",
"Q 39.703125 55.765625 41.0625 55.515625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-114\"/>\r\n",
" <path d=\"M 32.171875 -5.078125 \r\n",
"Q 28.375 -14.84375 24.75 -17.8125 \r\n",
"Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
"L 7.90625 -20.796875 \r\n",
"L 7.90625 -13.28125 \r\n",
"L 13.1875 -13.28125 \r\n",
"Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
"Q 21 -9.765625 23.484375 -3.21875 \r\n",
"L 25.09375 0.875 \r\n",
"L 2.984375 54.6875 \r\n",
"L 12.5 54.6875 \r\n",
"L 29.59375 11.921875 \r\n",
"L 46.6875 54.6875 \r\n",
"L 56.203125 54.6875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-121\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(170.377102 252.916562)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"52.099609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"113.378906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"141.162109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"202.441406\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" <use x=\"243.554688\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_2\">\r\n",
" <g id=\"ytick_1\">\r\n",
" <g id=\"line2d_7\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L -3.5 0 \r\n",
"\" id=\"m2f9e4a8e9a\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"18.11382\" xlink:href=\"#m2f9e4a8e9a\" y=\"115.92\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"line2d_8\">\r\n",
" <path clip-path=\"url(#p9758e62d30)\" d=\"M 84.533355 115.92 \r\n",
"L 286.494286 115.92 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_9\">\r\n",
" <path clip-path=\"url(#p9758e62d30)\" d=\"M 117.050559 115.92 \r\n",
"L 203.416813 115.92 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_3\">\r\n",
" <path d=\"M 18.11382 224.64 \r\n",
"L 18.11382 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_4\">\r\n",
" <path d=\"M 352.91382 224.64 \r\n",
"L 352.91382 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_5\">\r\n",
" <path d=\"M 18.11382 224.64 \r\n",
"L 352.91382 224.64 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_6\">\r\n",
" <path d=\"M 18.11382 7.2 \r\n",
"L 352.91382 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 1.5 \r\n",
"C 0.397805 1.5 0.77937 1.341951 1.06066 1.06066 \r\n",
"C 1.341951 0.77937 1.5 0.397805 1.5 0 \r\n",
"C 1.5 -0.397805 1.341951 -0.77937 1.06066 -1.06066 \r\n",
"C 0.77937 -1.341951 0.397805 -1.5 0 -1.5 \r\n",
"C -0.397805 -1.5 -0.77937 -1.341951 -1.06066 -1.06066 \r\n",
"C -1.341951 -0.77937 -1.5 -0.397805 -1.5 0 \r\n",
"C -1.5 0.397805 -1.341951 0.77937 -1.06066 1.06066 \r\n",
"C -0.77937 1.341951 -0.397805 1.5 0 1.5 \r\n",
"z\r\n",
"\" id=\"md6b15f4d1f\" style=\"stroke:#3f3f3f;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p9758e62d30)\">\r\n",
" <use style=\"fill:#ffffff;stroke:#3f3f3f;\" x=\"153.413915\" xlink:href=\"#md6b15f4d1f\" y=\"115.92\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <defs>\r\n",
" <clipPath id=\"p9758e62d30\">\r\n",
" <rect height=\"217.44\" width=\"334.8\" x=\"18.11382\" y=\"7.2\"/>\r\n",
" </clipPath>\r\n",
" </defs>\r\n",
"</svg>\r\n"
],
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"ax = sns.violinplot(x=\"salary\", data=salary)\n",
"# https://www.geeksforgeeks.org/violin-plot-for-data-analysis"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"image/svg+xml": [
"<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
"<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
" \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
"<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
"<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 364.696803 262.19625\" width=\"364.696803pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
" <defs>\r\n",
" <style type=\"text/css\">\r\n",
"*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
" </style>\r\n",
" </defs>\r\n",
" <g id=\"figure_1\">\r\n",
" <g id=\"patch_1\">\r\n",
" <path d=\"M 0 262.19625 \r\n",
"L 364.696803 262.19625 \r\n",
"L 364.696803 0 \r\n",
"L 0 0 \r\n",
"z\r\n",
"\" style=\"fill:none;\"/>\r\n",
" </g>\r\n",
" <g id=\"axes_1\">\r\n",
" <g id=\"patch_2\">\r\n",
" <path d=\"M 10.7 224.64 \r\n",
"L 345.5 224.64 \r\n",
"L 345.5 7.2 \r\n",
"L 10.7 7.2 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;\"/>\r\n",
" </g>\r\n",
" <g id=\"PolyCollection_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 25.918182 -144.623629 \r\n",
"L 25.918182 -147.928871 \r\n",
"L 28.992562 -149.240198 \r\n",
"L 32.066942 -151.264094 \r\n",
"L 35.141322 -154.197787 \r\n",
"L 38.215702 -158.225569 \r\n",
"L 41.290083 -163.505712 \r\n",
"L 44.364463 -170.14975 \r\n",
"L 47.438843 -178.175036 \r\n",
"L 50.513223 -187.424143 \r\n",
"L 53.587603 -197.478902 \r\n",
"L 56.661983 -207.63012 \r\n",
"L 59.736364 -216.962885 \r\n",
"L 62.810744 -224.567774 \r\n",
"L 65.885124 -229.813889 \r\n",
"L 68.959504 -232.568125 \r\n",
"L 72.033884 -233.25225 \r\n",
"L 75.108264 -232.694773 \r\n",
"L 78.182645 -231.825576 \r\n",
"L 81.257025 -231.335181 \r\n",
"L 84.331405 -231.443365 \r\n",
"L 87.405785 -231.878591 \r\n",
"L 90.480165 -232.072547 \r\n",
"L 93.554545 -231.466734 \r\n",
"L 96.628926 -229.771129 \r\n",
"L 99.703306 -227.049724 \r\n",
"L 102.777686 -223.618523 \r\n",
"L 105.852066 -219.855852 \r\n",
"L 108.926446 -216.060949 \r\n",
"L 112.000826 -212.431282 \r\n",
"L 115.075207 -209.120853 \r\n",
"L 118.149587 -206.28506 \r\n",
"L 121.223967 -204.05669 \r\n",
"L 124.298347 -202.484748 \r\n",
"L 127.372727 -201.511702 \r\n",
"L 130.447107 -201.022147 \r\n",
"L 133.521488 -200.915407 \r\n",
"L 136.595868 -201.123959 \r\n",
"L 139.670248 -201.553495 \r\n",
"L 142.744628 -202.006108 \r\n",
"L 145.819008 -202.17999 \r\n",
"L 148.893388 -201.784287 \r\n",
"L 151.967769 -200.712127 \r\n",
"L 155.042149 -199.157148 \r\n",
"L 158.116529 -197.582347 \r\n",
"L 161.190909 -196.536212 \r\n",
"L 164.265289 -196.401913 \r\n",
"L 167.339669 -197.206378 \r\n",
"L 170.41405 -198.58647 \r\n",
"L 173.48843 -199.928637 \r\n",
"L 176.56281 -200.612725 \r\n",
"L 179.63719 -200.246247 \r\n",
"L 182.71157 -198.791923 \r\n",
"L 185.78595 -196.551428 \r\n",
"L 188.860331 -194.032986 \r\n",
"L 191.934711 -191.766728 \r\n",
"L 195.009091 -190.133319 \r\n",
"L 198.083471 -189.253578 \r\n",
"L 201.157851 -188.966696 \r\n",
"L 204.232231 -188.904641 \r\n",
"L 207.306612 -188.643388 \r\n",
"L 210.380992 -187.8789 \r\n",
"L 213.455372 -186.555273 \r\n",
"L 216.529752 -184.88574 \r\n",
"L 219.604132 -183.255781 \r\n",
"L 222.678512 -182.0556 \r\n",
"L 225.752893 -181.521335 \r\n",
"L 228.827273 -181.652609 \r\n",
"L 231.901653 -182.229411 \r\n",
"L 234.976033 -182.90267 \r\n",
"L 238.050413 -183.307031 \r\n",
"L 241.124793 -183.151258 \r\n",
"L 244.199174 -182.271047 \r\n",
"L 247.273554 -180.656135 \r\n",
"L 250.347934 -178.4668 \r\n",
"L 253.422314 -176.03335 \r\n",
"L 256.496694 -173.810278 \r\n",
"L 259.571074 -172.263464 \r\n",
"L 262.645455 -171.709742 \r\n",
"L 265.719835 -172.174668 \r\n",
"L 268.794215 -173.346062 \r\n",
"L 271.868595 -174.660635 \r\n",
"L 274.942975 -175.492447 \r\n",
"L 278.017355 -175.360919 \r\n",
"L 281.091736 -174.074291 \r\n",
"L 284.166116 -171.765195 \r\n",
"L 287.240496 -168.824903 \r\n",
"L 290.314876 -165.772205 \r\n",
"L 293.389256 -163.098457 \r\n",
"L 296.463636 -161.127279 \r\n",
"L 299.538017 -159.926249 \r\n",
"L 302.612397 -159.302265 \r\n",
"L 305.686777 -158.889333 \r\n",
"L 308.761157 -158.298854 \r\n",
"L 311.835537 -157.269488 \r\n",
"L 314.909917 -155.751309 \r\n",
"L 317.984298 -153.893343 \r\n",
"L 321.058678 -151.953884 \r\n",
"L 324.133058 -150.187416 \r\n",
"L 327.207438 -148.761935 \r\n",
"L 330.281818 -147.732309 \r\n",
"L 330.281818 -144.820191 \r\n",
"L 330.281818 -144.820191 \r\n",
"L 327.207438 -143.790565 \r\n",
"L 324.133058 -142.365084 \r\n",
"L 321.058678 -140.598616 \r\n",
"L 317.984298 -138.659157 \r\n",
"L 314.909917 -136.801191 \r\n",
"L 311.835537 -135.283012 \r\n",
"L 308.761157 -134.253646 \r\n",
"L 305.686777 -133.663167 \r\n",
"L 302.612397 -133.250235 \r\n",
"L 299.538017 -132.626251 \r\n",
"L 296.463636 -131.425221 \r\n",
"L 293.389256 -129.454043 \r\n",
"L 290.314876 -126.780295 \r\n",
"L 287.240496 -123.727597 \r\n",
"L 284.166116 -120.787305 \r\n",
"L 281.091736 -118.478209 \r\n",
"L 278.017355 -117.191581 \r\n",
"L 274.942975 -117.060053 \r\n",
"L 271.868595 -117.891865 \r\n",
"L 268.794215 -119.206438 \r\n",
"L 265.719835 -120.377832 \r\n",
"L 262.645455 -120.842758 \r\n",
"L 259.571074 -120.289036 \r\n",
"L 256.496694 -118.742222 \r\n",
"L 253.422314 -116.51915 \r\n",
"L 250.347934 -114.0857 \r\n",
"L 247.273554 -111.896365 \r\n",
"L 244.199174 -110.281453 \r\n",
"L 241.124793 -109.401242 \r\n",
"L 238.050413 -109.245469 \r\n",
"L 234.976033 -109.64983 \r\n",
"L 231.901653 -110.323089 \r\n",
"L 228.827273 -110.899891 \r\n",
"L 225.752893 -111.031165 \r\n",
"L 222.678512 -110.4969 \r\n",
"L 219.604132 -109.296719 \r\n",
"L 216.529752 -107.66676 \r\n",
"L 213.455372 -105.997227 \r\n",
"L 210.380992 -104.6736 \r\n",
"L 207.306612 -103.909112 \r\n",
"L 204.232231 -103.647859 \r\n",
"L 201.157851 -103.585804 \r\n",
"L 198.083471 -103.298922 \r\n",
"L 195.009091 -102.419181 \r\n",
"L 191.934711 -100.785772 \r\n",
"L 188.860331 -98.519514 \r\n",
"L 185.78595 -96.001072 \r\n",
"L 182.71157 -93.760577 \r\n",
"L 179.63719 -92.306253 \r\n",
"L 176.56281 -91.939775 \r\n",
"L 173.48843 -92.623863 \r\n",
"L 170.41405 -93.96603 \r\n",
"L 167.339669 -95.346122 \r\n",
"L 164.265289 -96.150587 \r\n",
"L 161.190909 -96.016288 \r\n",
"L 158.116529 -94.970153 \r\n",
"L 155.042149 -93.395352 \r\n",
"L 151.967769 -91.840373 \r\n",
"L 148.893388 -90.768213 \r\n",
"L 145.819008 -90.37251 \r\n",
"L 142.744628 -90.546392 \r\n",
"L 139.670248 -90.999005 \r\n",
"L 136.595868 -91.428541 \r\n",
"L 133.521488 -91.637093 \r\n",
"L 130.447107 -91.530353 \r\n",
"L 127.372727 -91.040798 \r\n",
"L 124.298347 -90.067752 \r\n",
"L 121.223967 -88.49581 \r\n",
"L 118.149587 -86.26744 \r\n",
"L 115.075207 -83.431647 \r\n",
"L 112.000826 -80.121218 \r\n",
"L 108.926446 -76.491551 \r\n",
"L 105.852066 -72.696648 \r\n",
"L 102.777686 -68.933977 \r\n",
"L 99.703306 -65.502776 \r\n",
"L 96.628926 -62.781371 \r\n",
"L 93.554545 -61.085766 \r\n",
"L 90.480165 -60.479953 \r\n",
"L 87.405785 -60.673909 \r\n",
"L 84.331405 -61.109135 \r\n",
"L 81.257025 -61.217319 \r\n",
"L 78.182645 -60.726924 \r\n",
"L 75.108264 -59.857727 \r\n",
"L 72.033884 -59.30025 \r\n",
"L 68.959504 -59.984375 \r\n",
"L 65.885124 -62.738611 \r\n",
"L 62.810744 -67.984726 \r\n",
"L 59.736364 -75.589615 \r\n",
"L 56.661983 -84.92238 \r\n",
"L 53.587603 -95.073598 \r\n",
"L 50.513223 -105.128357 \r\n",
"L 47.438843 -114.377464 \r\n",
"L 44.364463 -122.40275 \r\n",
"L 41.290083 -129.046788 \r\n",
"L 38.215702 -134.326931 \r\n",
"L 35.141322 -138.354713 \r\n",
"L 32.066942 -141.288406 \r\n",
"L 28.992562 -143.312302 \r\n",
"L 25.918182 -144.623629 \r\n",
"z\r\n",
"\" id=\"m311f53de96\" style=\"stroke:#3f3f3f;stroke-width:1.5;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#pd7d65df46f)\">\r\n",
" <use style=\"fill:#3274a1;stroke:#3f3f3f;stroke-width:1.5;\" x=\"0\" xlink:href=\"#m311f53de96\" y=\"262.19625\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_1\">\r\n",
" <g id=\"xtick_1\">\r\n",
" <g id=\"line2d_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L 0 3.5 \r\n",
"\" id=\"me1d5c15d31\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"39.222229\" xlink:href=\"#me1d5c15d31\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_1\">\r\n",
" <!-- 10000 -->\r\n",
" <defs>\r\n",
" <path d=\"M 12.40625 8.296875 \r\n",
"L 28.515625 8.296875 \r\n",
"L 28.515625 63.921875 \r\n",
"L 10.984375 60.40625 \r\n",
"L 10.984375 69.390625 \r\n",
"L 28.421875 72.90625 \r\n",
"L 38.28125 72.90625 \r\n",
"L 38.28125 8.296875 \r\n",
"L 54.390625 8.296875 \r\n",
"L 54.390625 0 \r\n",
"L 12.40625 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-49\"/>\r\n",
" <path d=\"M 31.78125 66.40625 \r\n",
"Q 24.171875 66.40625 20.328125 58.90625 \r\n",
"Q 16.5 51.421875 16.5 36.375 \r\n",
"Q 16.5 21.390625 20.328125 13.890625 \r\n",
"Q 24.171875 6.390625 31.78125 6.390625 \r\n",
"Q 39.453125 6.390625 43.28125 13.890625 \r\n",
"Q 47.125 21.390625 47.125 36.375 \r\n",
"Q 47.125 51.421875 43.28125 58.90625 \r\n",
"Q 39.453125 66.40625 31.78125 66.40625 \r\n",
"z\r\n",
"M 31.78125 74.21875 \r\n",
"Q 44.046875 74.21875 50.515625 64.515625 \r\n",
"Q 56.984375 54.828125 56.984375 36.375 \r\n",
"Q 56.984375 17.96875 50.515625 8.265625 \r\n",
"Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
"Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
"Q 6.59375 17.96875 6.59375 36.375 \r\n",
"Q 6.59375 54.828125 13.0625 64.515625 \r\n",
"Q 19.53125 74.21875 31.78125 74.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-48\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(23.315979 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_2\">\r\n",
" <g id=\"line2d_2\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"77.018269\" xlink:href=\"#me1d5c15d31\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_2\">\r\n",
" <!-- 12500 -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.1875 8.296875 \r\n",
"L 53.609375 8.296875 \r\n",
"L 53.609375 0 \r\n",
"L 7.328125 0 \r\n",
"L 7.328125 8.296875 \r\n",
"Q 12.9375 14.109375 22.625 23.890625 \r\n",
"Q 32.328125 33.6875 34.8125 36.53125 \r\n",
"Q 39.546875 41.84375 41.421875 45.53125 \r\n",
"Q 43.3125 49.21875 43.3125 52.78125 \r\n",
"Q 43.3125 58.59375 39.234375 62.25 \r\n",
"Q 35.15625 65.921875 28.609375 65.921875 \r\n",
"Q 23.96875 65.921875 18.8125 64.3125 \r\n",
"Q 13.671875 62.703125 7.8125 59.421875 \r\n",
"L 7.8125 69.390625 \r\n",
"Q 13.765625 71.78125 18.9375 73 \r\n",
"Q 24.125 74.21875 28.421875 74.21875 \r\n",
"Q 39.75 74.21875 46.484375 68.546875 \r\n",
"Q 53.21875 62.890625 53.21875 53.421875 \r\n",
"Q 53.21875 48.921875 51.53125 44.890625 \r\n",
"Q 49.859375 40.875 45.40625 35.40625 \r\n",
"Q 44.1875 33.984375 37.640625 27.21875 \r\n",
"Q 31.109375 20.453125 19.1875 8.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-50\"/>\r\n",
" <path d=\"M 10.796875 72.90625 \r\n",
"L 49.515625 72.90625 \r\n",
"L 49.515625 64.59375 \r\n",
"L 19.828125 64.59375 \r\n",
"L 19.828125 46.734375 \r\n",
"Q 21.96875 47.46875 24.109375 47.828125 \r\n",
"Q 26.265625 48.1875 28.421875 48.1875 \r\n",
"Q 40.625 48.1875 47.75 41.5 \r\n",
"Q 54.890625 34.8125 54.890625 23.390625 \r\n",
"Q 54.890625 11.625 47.5625 5.09375 \r\n",
"Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
"Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
"Q 12.796875 0.140625 7.71875 1.703125 \r\n",
"L 7.71875 11.625 \r\n",
"Q 12.109375 9.234375 16.796875 8.0625 \r\n",
"Q 21.484375 6.890625 26.703125 6.890625 \r\n",
"Q 35.15625 6.890625 40.078125 11.328125 \r\n",
"Q 45.015625 15.765625 45.015625 23.390625 \r\n",
"Q 45.015625 31 40.078125 35.4375 \r\n",
"Q 35.15625 39.890625 26.703125 39.890625 \r\n",
"Q 22.75 39.890625 18.8125 39.015625 \r\n",
"Q 14.890625 38.140625 10.796875 36.28125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-53\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(61.112019 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_3\">\r\n",
" <g id=\"line2d_3\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"114.81431\" xlink:href=\"#me1d5c15d31\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_3\">\r\n",
" <!-- 15000 -->\r\n",
" <g transform=\"translate(98.90806 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_4\">\r\n",
" <g id=\"line2d_4\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"152.61035\" xlink:href=\"#me1d5c15d31\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_4\">\r\n",
" <!-- 17500 -->\r\n",
" <defs>\r\n",
" <path d=\"M 8.203125 72.90625 \r\n",
"L 55.078125 72.90625 \r\n",
"L 55.078125 68.703125 \r\n",
"L 28.609375 0 \r\n",
"L 18.3125 0 \r\n",
"L 43.21875 64.59375 \r\n",
"L 8.203125 64.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-55\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(136.7041 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_5\">\r\n",
" <g id=\"line2d_5\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"190.406391\" xlink:href=\"#me1d5c15d31\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_5\">\r\n",
" <!-- 20000 -->\r\n",
" <g transform=\"translate(174.500141 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_6\">\r\n",
" <g id=\"line2d_6\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"228.202431\" xlink:href=\"#me1d5c15d31\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_6\">\r\n",
" <!-- 22500 -->\r\n",
" <g transform=\"translate(212.296181 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_7\">\r\n",
" <g id=\"line2d_7\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"265.998472\" xlink:href=\"#me1d5c15d31\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_7\">\r\n",
" <!-- 25000 -->\r\n",
" <g transform=\"translate(250.092222 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_8\">\r\n",
" <g id=\"line2d_8\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"303.794512\" xlink:href=\"#me1d5c15d31\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_8\">\r\n",
" <!-- 27500 -->\r\n",
" <g transform=\"translate(287.888262 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_9\">\r\n",
" <g id=\"line2d_9\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"341.590553\" xlink:href=\"#me1d5c15d31\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_9\">\r\n",
" <!-- 30000 -->\r\n",
" <defs>\r\n",
" <path d=\"M 40.578125 39.3125 \r\n",
"Q 47.65625 37.796875 51.625 33 \r\n",
"Q 55.609375 28.21875 55.609375 21.1875 \r\n",
"Q 55.609375 10.40625 48.1875 4.484375 \r\n",
"Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
"Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
"Q 12.796875 0.390625 7.625 2.203125 \r\n",
"L 7.625 11.71875 \r\n",
"Q 11.71875 9.328125 16.59375 8.109375 \r\n",
"Q 21.484375 6.890625 26.8125 6.890625 \r\n",
"Q 36.078125 6.890625 40.9375 10.546875 \r\n",
"Q 45.796875 14.203125 45.796875 21.1875 \r\n",
"Q 45.796875 27.640625 41.28125 31.265625 \r\n",
"Q 36.765625 34.90625 28.71875 34.90625 \r\n",
"L 20.21875 34.90625 \r\n",
"L 20.21875 43.015625 \r\n",
"L 29.109375 43.015625 \r\n",
"Q 36.375 43.015625 40.234375 45.921875 \r\n",
"Q 44.09375 48.828125 44.09375 54.296875 \r\n",
"Q 44.09375 59.90625 40.109375 62.90625 \r\n",
"Q 36.140625 65.921875 28.71875 65.921875 \r\n",
"Q 24.65625 65.921875 20.015625 65.03125 \r\n",
"Q 15.375 64.15625 9.8125 62.3125 \r\n",
"L 9.8125 71.09375 \r\n",
"Q 15.4375 72.65625 20.34375 73.4375 \r\n",
"Q 25.25 74.21875 29.59375 74.21875 \r\n",
"Q 40.828125 74.21875 47.359375 69.109375 \r\n",
"Q 53.90625 64.015625 53.90625 55.328125 \r\n",
"Q 53.90625 49.265625 50.4375 45.09375 \r\n",
"Q 46.96875 40.921875 40.578125 39.3125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-51\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(325.684303 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-51\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_10\">\r\n",
" <!-- salary -->\r\n",
" <defs>\r\n",
" <path d=\"M 44.28125 53.078125 \r\n",
"L 44.28125 44.578125 \r\n",
"Q 40.484375 46.53125 36.375 47.5 \r\n",
"Q 32.28125 48.484375 27.875 48.484375 \r\n",
"Q 21.1875 48.484375 17.84375 46.4375 \r\n",
"Q 14.5 44.390625 14.5 40.28125 \r\n",
"Q 14.5 37.15625 16.890625 35.375 \r\n",
"Q 19.28125 33.59375 26.515625 31.984375 \r\n",
"L 29.59375 31.296875 \r\n",
"Q 39.15625 29.25 43.1875 25.515625 \r\n",
"Q 47.21875 21.78125 47.21875 15.09375 \r\n",
"Q 47.21875 7.46875 41.1875 3.015625 \r\n",
"Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
"Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
"Q 10.6875 0.296875 5.421875 2 \r\n",
"L 5.421875 11.28125 \r\n",
"Q 10.40625 8.6875 15.234375 7.390625 \r\n",
"Q 20.0625 6.109375 24.8125 6.109375 \r\n",
"Q 31.15625 6.109375 34.5625 8.28125 \r\n",
"Q 37.984375 10.453125 37.984375 14.40625 \r\n",
"Q 37.984375 18.0625 35.515625 20.015625 \r\n",
"Q 33.0625 21.96875 24.703125 23.78125 \r\n",
"L 21.578125 24.515625 \r\n",
"Q 13.234375 26.265625 9.515625 29.90625 \r\n",
"Q 5.8125 33.546875 5.8125 39.890625 \r\n",
"Q 5.8125 47.609375 11.28125 51.796875 \r\n",
"Q 16.75 56 26.8125 56 \r\n",
"Q 31.78125 56 36.171875 55.265625 \r\n",
"Q 40.578125 54.546875 44.28125 53.078125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-115\"/>\r\n",
" <path d=\"M 34.28125 27.484375 \r\n",
"Q 23.390625 27.484375 19.1875 25 \r\n",
"Q 14.984375 22.515625 14.984375 16.5 \r\n",
"Q 14.984375 11.71875 18.140625 8.90625 \r\n",
"Q 21.296875 6.109375 26.703125 6.109375 \r\n",
"Q 34.1875 6.109375 38.703125 11.40625 \r\n",
"Q 43.21875 16.703125 43.21875 25.484375 \r\n",
"L 43.21875 27.484375 \r\n",
"z\r\n",
"M 52.203125 31.203125 \r\n",
"L 52.203125 0 \r\n",
"L 43.21875 0 \r\n",
"L 43.21875 8.296875 \r\n",
"Q 40.140625 3.328125 35.546875 0.953125 \r\n",
"Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
"Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
"Q 6 8.015625 6 15.921875 \r\n",
"Q 6 25.140625 12.171875 29.828125 \r\n",
"Q 18.359375 34.515625 30.609375 34.515625 \r\n",
"L 43.21875 34.515625 \r\n",
"L 43.21875 35.40625 \r\n",
"Q 43.21875 41.609375 39.140625 45 \r\n",
"Q 35.0625 48.390625 27.6875 48.390625 \r\n",
"Q 23 48.390625 18.546875 47.265625 \r\n",
"Q 14.109375 46.140625 10.015625 43.890625 \r\n",
"L 10.015625 52.203125 \r\n",
"Q 14.9375 54.109375 19.578125 55.046875 \r\n",
"Q 24.21875 56 28.609375 56 \r\n",
"Q 40.484375 56 46.34375 49.84375 \r\n",
"Q 52.203125 43.703125 52.203125 31.203125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-97\"/>\r\n",
" <path d=\"M 9.421875 75.984375 \r\n",
"L 18.40625 75.984375 \r\n",
"L 18.40625 0 \r\n",
"L 9.421875 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-108\"/>\r\n",
" <path d=\"M 41.109375 46.296875 \r\n",
"Q 39.59375 47.171875 37.8125 47.578125 \r\n",
"Q 36.03125 48 33.890625 48 \r\n",
"Q 26.265625 48 22.1875 43.046875 \r\n",
"Q 18.109375 38.09375 18.109375 28.8125 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 20.953125 51.171875 25.484375 53.578125 \r\n",
"Q 30.03125 56 36.53125 56 \r\n",
"Q 37.453125 56 38.578125 55.875 \r\n",
"Q 39.703125 55.765625 41.0625 55.515625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-114\"/>\r\n",
" <path d=\"M 32.171875 -5.078125 \r\n",
"Q 28.375 -14.84375 24.75 -17.8125 \r\n",
"Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
"L 7.90625 -20.796875 \r\n",
"L 7.90625 -13.28125 \r\n",
"L 13.1875 -13.28125 \r\n",
"Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
"Q 21 -9.765625 23.484375 -3.21875 \r\n",
"L 25.09375 0.875 \r\n",
"L 2.984375 54.6875 \r\n",
"L 12.5 54.6875 \r\n",
"L 29.59375 11.921875 \r\n",
"L 46.6875 54.6875 \r\n",
"L 56.203125 54.6875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-121\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(162.963281 252.916562)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"52.099609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"113.378906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"141.162109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"202.441406\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" <use x=\"243.554688\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_2\">\r\n",
" <g id=\"ytick_1\">\r\n",
" <g id=\"line2d_10\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L -3.5 0 \r\n",
"\" id=\"ma42a0e8f76\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"10.7\" xlink:href=\"#ma42a0e8f76\" y=\"115.92\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"line2d_11\">\r\n",
" <path clip-path=\"url(#pd7d65df46f)\" d=\"M 47.310581 115.92 \r\n",
"L 308.889419 115.92 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_12\">\r\n",
" <path clip-path=\"url(#pd7d65df46f)\" d=\"M 89.426709 115.92 \r\n",
"L 201.287871 115.92 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_3\">\r\n",
" <path d=\"M 10.7 224.64 \r\n",
"L 10.7 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_4\">\r\n",
" <path d=\"M 345.5 224.64 \r\n",
"L 345.5 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_5\">\r\n",
" <path d=\"M 10.7 224.64 \r\n",
"L 345.5 224.64 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_6\">\r\n",
" <path d=\"M 10.7 7.2 \r\n",
"L 345.5 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 1.5 \r\n",
"C 0.397805 1.5 0.77937 1.341951 1.06066 1.06066 \r\n",
"C 1.341951 0.77937 1.5 0.397805 1.5 0 \r\n",
"C 1.5 -0.397805 1.341951 -0.77937 1.06066 -1.06066 \r\n",
"C 0.77937 -1.341951 0.397805 -1.5 0 -1.5 \r\n",
"C -0.397805 -1.5 -0.77937 -1.341951 -1.06066 -1.06066 \r\n",
"C -1.341951 -0.77937 -1.5 -0.397805 -1.5 0 \r\n",
"C -1.5 0.397805 -1.341951 0.77937 -1.06066 1.06066 \r\n",
"C -0.77937 1.341951 -0.397805 1.5 0 1.5 \r\n",
"z\r\n",
"\" id=\"m4224ca28ee\" style=\"stroke:#3f3f3f;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#pd7d65df46f)\">\r\n",
" <use style=\"fill:#ffffff;stroke:#3f3f3f;\" x=\"136.524355\" xlink:href=\"#m4224ca28ee\" y=\"115.92\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <defs>\r\n",
" <clipPath id=\"pd7d65df46f\">\r\n",
" <rect height=\"217.44\" width=\"334.8\" x=\"10.7\" y=\"7.2\"/>\r\n",
" </clipPath>\r\n",
" </defs>\r\n",
"</svg>\r\n"
],
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"ax = sns.violinplot(x=\"salary\", data=salary, bw=.15)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"image/svg+xml": [
"<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
"<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
" \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
"<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
"<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 401.690625 262.19625\" width=\"401.690625pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
" <defs>\r\n",
" <style type=\"text/css\">\r\n",
"*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
" </style>\r\n",
" </defs>\r\n",
" <g id=\"figure_1\">\r\n",
" <g id=\"patch_1\">\r\n",
" <path d=\"M 0 262.19625 \r\n",
"L 401.690625 262.19625 \r\n",
"L 401.690625 0 \r\n",
"L 0 0 \r\n",
"z\r\n",
"\" style=\"fill:none;\"/>\r\n",
" </g>\r\n",
" <g id=\"axes_1\">\r\n",
" <g id=\"patch_2\">\r\n",
" <path d=\"M 59.690625 224.64 \r\n",
"L 394.490625 224.64 \r\n",
"L 394.490625 7.2 \r\n",
"L 59.690625 7.2 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;\"/>\r\n",
" </g>\r\n",
" <g id=\"PolyCollection_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 99.88428 -87.253979 \r\n",
"L 97.61697 -87.253979 \r\n",
"L 97.431161 -87.883288 \r\n",
"L 97.222675 -88.512596 \r\n",
"L 96.990144 -89.141905 \r\n",
"L 96.732349 -89.771213 \r\n",
"L 96.448256 -90.400522 \r\n",
"L 96.137055 -91.02983 \r\n",
"L 95.798202 -91.659139 \r\n",
"L 95.431447 -92.288447 \r\n",
"L 95.036865 -92.917756 \r\n",
"L 94.614879 -93.547064 \r\n",
"L 94.166276 -94.176373 \r\n",
"L 93.692213 -94.805681 \r\n",
"L 93.194217 -95.43499 \r\n",
"L 92.674169 -96.064298 \r\n",
"L 92.13429 -96.693607 \r\n",
"L 91.577105 -97.322915 \r\n",
"L 91.005402 -97.952224 \r\n",
"L 90.422189 -98.581532 \r\n",
"L 89.830639 -99.210841 \r\n",
"L 89.234027 -99.840149 \r\n",
"L 88.635668 -100.469458 \r\n",
"L 88.038859 -101.098766 \r\n",
"L 87.446805 -101.728075 \r\n",
"L 86.862567 -102.357383 \r\n",
"L 86.289001 -102.986692 \r\n",
"L 85.72871 -103.616 \r\n",
"L 85.183999 -104.245309 \r\n",
"L 84.656839 -104.874617 \r\n",
"L 84.148847 -105.503926 \r\n",
"L 83.661266 -106.133234 \r\n",
"L 83.194962 -106.762543 \r\n",
"L 82.750424 -107.391851 \r\n",
"L 82.327784 -108.02116 \r\n",
"L 81.92683 -108.650468 \r\n",
"L 81.547041 -109.279777 \r\n",
"L 81.187619 -109.909085 \r\n",
"L 80.847531 -110.538394 \r\n",
"L 80.525555 -111.167702 \r\n",
"L 80.220327 -111.797011 \r\n",
"L 79.930394 -112.426319 \r\n",
"L 79.654266 -113.055627 \r\n",
"L 79.390471 -113.684936 \r\n",
"L 79.137612 -114.314244 \r\n",
"L 78.894417 -114.943553 \r\n",
"L 78.659794 -115.572861 \r\n",
"L 78.432883 -116.20217 \r\n",
"L 78.213104 -116.831478 \r\n",
"L 78.000199 -117.460787 \r\n",
"L 77.794272 -118.090095 \r\n",
"L 77.595823 -118.719404 \r\n",
"L 77.405767 -119.348712 \r\n",
"L 77.225457 -119.978021 \r\n",
"L 77.056682 -120.607329 \r\n",
"L 76.901661 -121.236638 \r\n",
"L 76.763021 -121.865946 \r\n",
"L 76.643767 -122.495255 \r\n",
"L 76.547226 -123.124563 \r\n",
"L 76.476989 -123.753872 \r\n",
"L 76.436831 -124.38318 \r\n",
"L 76.430625 -125.012489 \r\n",
"L 76.46224 -125.641797 \r\n",
"L 76.535436 -126.271106 \r\n",
"L 76.65375 -126.900414 \r\n",
"L 76.820385 -127.529723 \r\n",
"L 77.038098 -128.159031 \r\n",
"L 77.309094 -128.78834 \r\n",
"L 77.634933 -129.417648 \r\n",
"L 78.016449 -130.046957 \r\n",
"L 78.453686 -130.676265 \r\n",
"L 78.945858 -131.305574 \r\n",
"L 79.491322 -131.934882 \r\n",
"L 80.087589 -132.564191 \r\n",
"L 80.731342 -133.193499 \r\n",
"L 81.418495 -133.822808 \r\n",
"L 82.144259 -134.452116 \r\n",
"L 82.903236 -135.081425 \r\n",
"L 83.689531 -135.710733 \r\n",
"L 84.496871 -136.340042 \r\n",
"L 85.318736 -136.96935 \r\n",
"L 86.148499 -137.598659 \r\n",
"L 86.979556 -138.227967 \r\n",
"L 87.805463 -138.857276 \r\n",
"L 88.620055 -139.486584 \r\n",
"L 89.41756 -140.115893 \r\n",
"L 90.192695 -140.745201 \r\n",
"L 90.940745 -141.37451 \r\n",
"L 91.657621 -142.003818 \r\n",
"L 92.339905 -142.633127 \r\n",
"L 92.984871 -143.262435 \r\n",
"L 93.590483 -143.891744 \r\n",
"L 94.155387 -144.521052 \r\n",
"L 94.678874 -145.150361 \r\n",
"L 95.160843 -145.779669 \r\n",
"L 95.601742 -146.408977 \r\n",
"L 96.002507 -147.038286 \r\n",
"L 96.364493 -147.667594 \r\n",
"L 96.689406 -148.296903 \r\n",
"L 96.979229 -148.926211 \r\n",
"L 97.236155 -149.55552 \r\n",
"L 100.265095 -149.55552 \r\n",
"L 100.265095 -149.55552 \r\n",
"L 100.522021 -148.926211 \r\n",
"L 100.811844 -148.296903 \r\n",
"L 101.136757 -147.667594 \r\n",
"L 101.498743 -147.038286 \r\n",
"L 101.899508 -146.408977 \r\n",
"L 102.340407 -145.779669 \r\n",
"L 102.822376 -145.150361 \r\n",
"L 103.345863 -144.521052 \r\n",
"L 103.910767 -143.891744 \r\n",
"L 104.516379 -143.262435 \r\n",
"L 105.161345 -142.633127 \r\n",
"L 105.843629 -142.003818 \r\n",
"L 106.560505 -141.37451 \r\n",
"L 107.308555 -140.745201 \r\n",
"L 108.08369 -140.115893 \r\n",
"L 108.881195 -139.486584 \r\n",
"L 109.695787 -138.857276 \r\n",
"L 110.521694 -138.227967 \r\n",
"L 111.352751 -137.598659 \r\n",
"L 112.182514 -136.96935 \r\n",
"L 113.004379 -136.340042 \r\n",
"L 113.811719 -135.710733 \r\n",
"L 114.598014 -135.081425 \r\n",
"L 115.356991 -134.452116 \r\n",
"L 116.082755 -133.822808 \r\n",
"L 116.769908 -133.193499 \r\n",
"L 117.413661 -132.564191 \r\n",
"L 118.009928 -131.934882 \r\n",
"L 118.555392 -131.305574 \r\n",
"L 119.047564 -130.676265 \r\n",
"L 119.484801 -130.046957 \r\n",
"L 119.866317 -129.417648 \r\n",
"L 120.192156 -128.78834 \r\n",
"L 120.463152 -128.159031 \r\n",
"L 120.680865 -127.529723 \r\n",
"L 120.8475 -126.900414 \r\n",
"L 120.965814 -126.271106 \r\n",
"L 121.03901 -125.641797 \r\n",
"L 121.070625 -125.012489 \r\n",
"L 121.064419 -124.38318 \r\n",
"L 121.024261 -123.753872 \r\n",
"L 120.954024 -123.124563 \r\n",
"L 120.857483 -122.495255 \r\n",
"L 120.738229 -121.865946 \r\n",
"L 120.599589 -121.236638 \r\n",
"L 120.444568 -120.607329 \r\n",
"L 120.275793 -119.978021 \r\n",
"L 120.095483 -119.348712 \r\n",
"L 119.905427 -118.719404 \r\n",
"L 119.706978 -118.090095 \r\n",
"L 119.501051 -117.460787 \r\n",
"L 119.288146 -116.831478 \r\n",
"L 119.068367 -116.20217 \r\n",
"L 118.841456 -115.572861 \r\n",
"L 118.606833 -114.943553 \r\n",
"L 118.363638 -114.314244 \r\n",
"L 118.110779 -113.684936 \r\n",
"L 117.846984 -113.055627 \r\n",
"L 117.570856 -112.426319 \r\n",
"L 117.280923 -111.797011 \r\n",
"L 116.975695 -111.167702 \r\n",
"L 116.653719 -110.538394 \r\n",
"L 116.313631 -109.909085 \r\n",
"L 115.954209 -109.279777 \r\n",
"L 115.57442 -108.650468 \r\n",
"L 115.173466 -108.02116 \r\n",
"L 114.750826 -107.391851 \r\n",
"L 114.306288 -106.762543 \r\n",
"L 113.839984 -106.133234 \r\n",
"L 113.352403 -105.503926 \r\n",
"L 112.844411 -104.874617 \r\n",
"L 112.317251 -104.245309 \r\n",
"L 111.77254 -103.616 \r\n",
"L 111.212249 -102.986692 \r\n",
"L 110.638683 -102.357383 \r\n",
"L 110.054445 -101.728075 \r\n",
"L 109.462391 -101.098766 \r\n",
"L 108.865582 -100.469458 \r\n",
"L 108.267223 -99.840149 \r\n",
"L 107.670611 -99.210841 \r\n",
"L 107.079061 -98.581532 \r\n",
"L 106.495848 -97.952224 \r\n",
"L 105.924145 -97.322915 \r\n",
"L 105.36696 -96.693607 \r\n",
"L 104.827081 -96.064298 \r\n",
"L 104.307033 -95.43499 \r\n",
"L 103.809037 -94.805681 \r\n",
"L 103.334974 -94.176373 \r\n",
"L 102.886371 -93.547064 \r\n",
"L 102.464385 -92.917756 \r\n",
"L 102.069803 -92.288447 \r\n",
"L 101.703048 -91.659139 \r\n",
"L 101.364195 -91.02983 \r\n",
"L 101.052994 -90.400522 \r\n",
"L 100.768901 -89.771213 \r\n",
"L 100.511106 -89.141905 \r\n",
"L 100.278575 -88.512596 \r\n",
"L 100.070089 -87.883288 \r\n",
"L 99.88428 -87.253979 \r\n",
"z\r\n",
"\" id=\"m20331472a6\" style=\"stroke:#3d3d3d;stroke-width:1.5;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#pa16668f595)\">\r\n",
" <use style=\"fill:#3274a1;stroke:#3d3d3d;stroke-width:1.5;\" x=\"0\" xlink:href=\"#m20331472a6\" y=\"262.19625\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PolyCollection_2\">\r\n",
" <defs>\r\n",
" <path d=\"M 143.959948 -118.035678 \r\n",
"L 142.821302 -118.035678 \r\n",
"L 142.706365 -119.111521 \r\n",
"L 142.573454 -120.187365 \r\n",
"L 142.420878 -121.263208 \r\n",
"L 142.247002 -122.339052 \r\n",
"L 142.050295 -123.414895 \r\n",
"L 141.829377 -124.490739 \r\n",
"L 141.583073 -125.566583 \r\n",
"L 141.31046 -126.642426 \r\n",
"L 141.010922 -127.71827 \r\n",
"L 140.684193 -128.794113 \r\n",
"L 140.330401 -129.869957 \r\n",
"L 139.950101 -130.945801 \r\n",
"L 139.544298 -132.021644 \r\n",
"L 139.114463 -133.097488 \r\n",
"L 138.662532 -134.173331 \r\n",
"L 138.190896 -135.249175 \r\n",
"L 137.702372 -136.325018 \r\n",
"L 137.200169 -137.400862 \r\n",
"L 136.687834 -138.476706 \r\n",
"L 136.169189 -139.552549 \r\n",
"L 135.648256 -140.628393 \r\n",
"L 135.129179 -141.704236 \r\n",
"L 134.616137 -142.78008 \r\n",
"L 134.113258 -143.855923 \r\n",
"L 133.624527 -144.931767 \r\n",
"L 133.153706 -146.007611 \r\n",
"L 132.704255 -147.083454 \r\n",
"L 132.279267 -148.159298 \r\n",
"L 131.881408 -149.235141 \r\n",
"L 131.51288 -150.310985 \r\n",
"L 131.175388 -151.386829 \r\n",
"L 130.870131 -152.462672 \r\n",
"L 130.597806 -153.538516 \r\n",
"L 130.358626 -154.614359 \r\n",
"L 130.152352 -155.690203 \r\n",
"L 129.978338 -156.766046 \r\n",
"L 129.835585 -157.84189 \r\n",
"L 129.722803 -158.917734 \r\n",
"L 129.638474 -159.993577 \r\n",
"L 129.580925 -161.069421 \r\n",
"L 129.548386 -162.145264 \r\n",
"L 129.53906 -163.221108 \r\n",
"L 129.551175 -164.296952 \r\n",
"L 129.583033 -165.372795 \r\n",
"L 129.633049 -166.448639 \r\n",
"L 129.699785 -167.524482 \r\n",
"L 129.781965 -168.600326 \r\n",
"L 129.878487 -169.676169 \r\n",
"L 129.988426 -170.752013 \r\n",
"L 130.111026 -171.827857 \r\n",
"L 130.245689 -172.9037 \r\n",
"L 130.391956 -173.979544 \r\n",
"L 130.549486 -175.055387 \r\n",
"L 130.718037 -176.131231 \r\n",
"L 130.897442 -177.207075 \r\n",
"L 131.087585 -178.282918 \r\n",
"L 131.288389 -179.358762 \r\n",
"L 131.499794 -180.434605 \r\n",
"L 131.721745 -181.510449 \r\n",
"L 131.954185 -182.586292 \r\n",
"L 132.197043 -183.662136 \r\n",
"L 132.450232 -184.73798 \r\n",
"L 132.713641 -185.813823 \r\n",
"L 132.987137 -186.889667 \r\n",
"L 133.270552 -187.96551 \r\n",
"L 133.563686 -189.041354 \r\n",
"L 133.866293 -190.117198 \r\n",
"L 134.178076 -191.193041 \r\n",
"L 134.49867 -192.268885 \r\n",
"L 134.827632 -193.344728 \r\n",
"L 135.164425 -194.420572 \r\n",
"L 135.508402 -195.496415 \r\n",
"L 135.858792 -196.572259 \r\n",
"L 136.214689 -197.648103 \r\n",
"L 136.575042 -198.723946 \r\n",
"L 136.938651 -199.79979 \r\n",
"L 137.304172 -200.875633 \r\n",
"L 137.670123 -201.951477 \r\n",
"L 138.034904 -203.02732 \r\n",
"L 138.396815 -204.103164 \r\n",
"L 138.754089 -205.179008 \r\n",
"L 139.104929 -206.254851 \r\n",
"L 139.447541 -207.330695 \r\n",
"L 139.780179 -208.406538 \r\n",
"L 140.101186 -209.482382 \r\n",
"L 140.409037 -210.558226 \r\n",
"L 140.702369 -211.634069 \r\n",
"L 140.980019 -212.709913 \r\n",
"L 141.241045 -213.785756 \r\n",
"L 141.484747 -214.8616 \r\n",
"L 141.710675 -215.937443 \r\n",
"L 141.918628 -217.013287 \r\n",
"L 142.108651 -218.089131 \r\n",
"L 142.281017 -219.164974 \r\n",
"L 142.436212 -220.240818 \r\n",
"L 142.574904 -221.316661 \r\n",
"L 142.697918 -222.392505 \r\n",
"L 142.8062 -223.468349 \r\n",
"L 142.900792 -224.544192 \r\n",
"L 143.880458 -224.544192 \r\n",
"L 143.880458 -224.544192 \r\n",
"L 143.97505 -223.468349 \r\n",
"L 144.083332 -222.392505 \r\n",
"L 144.206346 -221.316661 \r\n",
"L 144.345038 -220.240818 \r\n",
"L 144.500233 -219.164974 \r\n",
"L 144.672599 -218.089131 \r\n",
"L 144.862622 -217.013287 \r\n",
"L 145.070575 -215.937443 \r\n",
"L 145.296503 -214.8616 \r\n",
"L 145.540205 -213.785756 \r\n",
"L 145.801231 -212.709913 \r\n",
"L 146.078881 -211.634069 \r\n",
"L 146.372213 -210.558226 \r\n",
"L 146.680064 -209.482382 \r\n",
"L 147.001071 -208.406538 \r\n",
"L 147.333709 -207.330695 \r\n",
"L 147.676321 -206.254851 \r\n",
"L 148.027161 -205.179008 \r\n",
"L 148.384435 -204.103164 \r\n",
"L 148.746346 -203.02732 \r\n",
"L 149.111127 -201.951477 \r\n",
"L 149.477078 -200.875633 \r\n",
"L 149.842599 -199.79979 \r\n",
"L 150.206208 -198.723946 \r\n",
"L 150.566561 -197.648103 \r\n",
"L 150.922458 -196.572259 \r\n",
"L 151.272848 -195.496415 \r\n",
"L 151.616825 -194.420572 \r\n",
"L 151.953618 -193.344728 \r\n",
"L 152.28258 -192.268885 \r\n",
"L 152.603174 -191.193041 \r\n",
"L 152.914957 -190.117198 \r\n",
"L 153.217564 -189.041354 \r\n",
"L 153.510698 -187.96551 \r\n",
"L 153.794113 -186.889667 \r\n",
"L 154.067609 -185.813823 \r\n",
"L 154.331018 -184.73798 \r\n",
"L 154.584207 -183.662136 \r\n",
"L 154.827065 -182.586292 \r\n",
"L 155.059505 -181.510449 \r\n",
"L 155.281456 -180.434605 \r\n",
"L 155.492861 -179.358762 \r\n",
"L 155.693665 -178.282918 \r\n",
"L 155.883808 -177.207075 \r\n",
"L 156.063213 -176.131231 \r\n",
"L 156.231764 -175.055387 \r\n",
"L 156.389294 -173.979544 \r\n",
"L 156.535561 -172.9037 \r\n",
"L 156.670224 -171.827857 \r\n",
"L 156.792824 -170.752013 \r\n",
"L 156.902763 -169.676169 \r\n",
"L 156.999285 -168.600326 \r\n",
"L 157.081465 -167.524482 \r\n",
"L 157.148201 -166.448639 \r\n",
"L 157.198217 -165.372795 \r\n",
"L 157.230075 -164.296952 \r\n",
"L 157.24219 -163.221108 \r\n",
"L 157.232864 -162.145264 \r\n",
"L 157.200325 -161.069421 \r\n",
"L 157.142776 -159.993577 \r\n",
"L 157.058447 -158.917734 \r\n",
"L 156.945665 -157.84189 \r\n",
"L 156.802912 -156.766046 \r\n",
"L 156.628898 -155.690203 \r\n",
"L 156.422624 -154.614359 \r\n",
"L 156.183444 -153.538516 \r\n",
"L 155.911119 -152.462672 \r\n",
"L 155.605862 -151.386829 \r\n",
"L 155.26837 -150.310985 \r\n",
"L 154.899842 -149.235141 \r\n",
"L 154.501983 -148.159298 \r\n",
"L 154.076995 -147.083454 \r\n",
"L 153.627544 -146.007611 \r\n",
"L 153.156723 -144.931767 \r\n",
"L 152.667992 -143.855923 \r\n",
"L 152.165113 -142.78008 \r\n",
"L 151.652071 -141.704236 \r\n",
"L 151.132994 -140.628393 \r\n",
"L 150.612061 -139.552549 \r\n",
"L 150.093416 -138.476706 \r\n",
"L 149.581081 -137.400862 \r\n",
"L 149.078878 -136.325018 \r\n",
"L 148.590354 -135.249175 \r\n",
"L 148.118718 -134.173331 \r\n",
"L 147.666787 -133.097488 \r\n",
"L 147.236952 -132.021644 \r\n",
"L 146.831149 -130.945801 \r\n",
"L 146.450849 -129.869957 \r\n",
"L 146.097057 -128.794113 \r\n",
"L 145.770328 -127.71827 \r\n",
"L 145.47079 -126.642426 \r\n",
"L 145.198177 -125.566583 \r\n",
"L 144.951873 -124.490739 \r\n",
"L 144.730955 -123.414895 \r\n",
"L 144.534248 -122.339052 \r\n",
"L 144.360372 -121.263208 \r\n",
"L 144.207796 -120.187365 \r\n",
"L 144.074885 -119.111521 \r\n",
"L 143.959948 -118.035678 \r\n",
"z\r\n",
"\" id=\"m0e581bf041\" style=\"stroke:#3d3d3d;stroke-width:1.5;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#pa16668f595)\">\r\n",
" <use style=\"fill:#e1812c;stroke:#3d3d3d;stroke-width:1.5;\" x=\"0\" xlink:href=\"#m0e581bf041\" y=\"262.19625\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PolyCollection_3\">\r\n",
" <defs>\r\n",
" <path d=\"M 188.75473 -132.355499 \r\n",
"L 187.30652 -132.355499 \r\n",
"L 187.172628 -133.49446 \r\n",
"L 187.020092 -134.63342 \r\n",
"L 186.847558 -135.772381 \r\n",
"L 186.653802 -136.911342 \r\n",
"L 186.437785 -138.050303 \r\n",
"L 186.198691 -139.189263 \r\n",
"L 185.935981 -140.328224 \r\n",
"L 185.649434 -141.467185 \r\n",
"L 185.339187 -142.606146 \r\n",
"L 185.005765 -143.745106 \r\n",
"L 184.650108 -144.884067 \r\n",
"L 184.273577 -146.023028 \r\n",
"L 183.877961 -147.161989 \r\n",
"L 183.46546 -148.300949 \r\n",
"L 183.038659 -149.43991 \r\n",
"L 182.600493 -150.578871 \r\n",
"L 182.154189 -151.717832 \r\n",
"L 181.703208 -152.856792 \r\n",
"L 181.251172 -153.995753 \r\n",
"L 180.801784 -155.134714 \r\n",
"L 180.358748 -156.273675 \r\n",
"L 179.925682 -157.412635 \r\n",
"L 179.50604 -158.551596 \r\n",
"L 179.103034 -159.690557 \r\n",
"L 178.719566 -160.829518 \r\n",
"L 178.35817 -161.968479 \r\n",
"L 178.020966 -163.107439 \r\n",
"L 177.709625 -164.2464 \r\n",
"L 177.425354 -165.385361 \r\n",
"L 177.168888 -166.524322 \r\n",
"L 176.940501 -167.663282 \r\n",
"L 176.740026 -168.802243 \r\n",
"L 176.566887 -169.941204 \r\n",
"L 176.420142 -171.080165 \r\n",
"L 176.29853 -172.219125 \r\n",
"L 176.200527 -173.358086 \r\n",
"L 176.124401 -174.497047 \r\n",
"L 176.068273 -175.636008 \r\n",
"L 176.030176 -176.774968 \r\n",
"L 176.008109 -177.913929 \r\n",
"L 176.000094 -179.05289 \r\n",
"L 176.004225 -180.191851 \r\n",
"L 176.018713 -181.330811 \r\n",
"L 176.041931 -182.469772 \r\n",
"L 176.072444 -183.608733 \r\n",
"L 176.109039 -184.747694 \r\n",
"L 176.15075 -185.886654 \r\n",
"L 176.196874 -187.025615 \r\n",
"L 176.246977 -188.164576 \r\n",
"L 176.300901 -189.303537 \r\n",
"L 176.358754 -190.442497 \r\n",
"L 176.420905 -191.581458 \r\n",
"L 176.48796 -192.720419 \r\n",
"L 176.56074 -193.85938 \r\n",
"L 176.640251 -194.99834 \r\n",
"L 176.727645 -196.137301 \r\n",
"L 176.824183 -197.276262 \r\n",
"L 176.931192 -198.415223 \r\n",
"L 177.050015 -199.554183 \r\n",
"L 177.181971 -200.693144 \r\n",
"L 177.328306 -201.832105 \r\n",
"L 177.49015 -202.971066 \r\n",
"L 177.668475 -204.110026 \r\n",
"L 177.864062 -205.248987 \r\n",
"L 178.077465 -206.387948 \r\n",
"L 178.308988 -207.526909 \r\n",
"L 178.558665 -208.665869 \r\n",
"L 178.826246 -209.80483 \r\n",
"L 179.111194 -210.943791 \r\n",
"L 179.412683 -212.082752 \r\n",
"L 179.729609 -213.221712 \r\n",
"L 180.060601 -214.360673 \r\n",
"L 180.404046 -215.499634 \r\n",
"L 180.758113 -216.638595 \r\n",
"L 181.120784 -217.777556 \r\n",
"L 181.489893 -218.916516 \r\n",
"L 181.86316 -220.055477 \r\n",
"L 182.238235 -221.194438 \r\n",
"L 182.61274 -222.333399 \r\n",
"L 182.984316 -223.472359 \r\n",
"L 183.350658 -224.61132 \r\n",
"L 183.709563 -225.750281 \r\n",
"L 184.058964 -226.889242 \r\n",
"L 184.396963 -228.028202 \r\n",
"L 184.721864 -229.167163 \r\n",
"L 185.032193 -230.306124 \r\n",
"L 185.326721 -231.445085 \r\n",
"L 185.604467 -232.584045 \r\n",
"L 185.864713 -233.723006 \r\n",
"L 186.106996 -234.861967 \r\n",
"L 186.331101 -236.000928 \r\n",
"L 186.537052 -237.139888 \r\n",
"L 186.725092 -238.278849 \r\n",
"L 186.895661 -239.41781 \r\n",
"L 187.04937 -240.556771 \r\n",
"L 187.186979 -241.695731 \r\n",
"L 187.309365 -242.834692 \r\n",
"L 187.417494 -243.973653 \r\n",
"L 187.512396 -245.112614 \r\n",
"L 188.548854 -245.112614 \r\n",
"L 188.548854 -245.112614 \r\n",
"L 188.643756 -243.973653 \r\n",
"L 188.751885 -242.834692 \r\n",
"L 188.874271 -241.695731 \r\n",
"L 189.01188 -240.556771 \r\n",
"L 189.165589 -239.41781 \r\n",
"L 189.336158 -238.278849 \r\n",
"L 189.524198 -237.139888 \r\n",
"L 189.730149 -236.000928 \r\n",
"L 189.954254 -234.861967 \r\n",
"L 190.196537 -233.723006 \r\n",
"L 190.456783 -232.584045 \r\n",
"L 190.734529 -231.445085 \r\n",
"L 191.029057 -230.306124 \r\n",
"L 191.339386 -229.167163 \r\n",
"L 191.664287 -228.028202 \r\n",
"L 192.002286 -226.889242 \r\n",
"L 192.351687 -225.750281 \r\n",
"L 192.710592 -224.61132 \r\n",
"L 193.076934 -223.472359 \r\n",
"L 193.44851 -222.333399 \r\n",
"L 193.823015 -221.194438 \r\n",
"L 194.19809 -220.055477 \r\n",
"L 194.571357 -218.916516 \r\n",
"L 194.940466 -217.777556 \r\n",
"L 195.303137 -216.638595 \r\n",
"L 195.657204 -215.499634 \r\n",
"L 196.000649 -214.360673 \r\n",
"L 196.331641 -213.221712 \r\n",
"L 196.648567 -212.082752 \r\n",
"L 196.950056 -210.943791 \r\n",
"L 197.235004 -209.80483 \r\n",
"L 197.502585 -208.665869 \r\n",
"L 197.752262 -207.526909 \r\n",
"L 197.983785 -206.387948 \r\n",
"L 198.197188 -205.248987 \r\n",
"L 198.392775 -204.110026 \r\n",
"L 198.5711 -202.971066 \r\n",
"L 198.732944 -201.832105 \r\n",
"L 198.879279 -200.693144 \r\n",
"L 199.011235 -199.554183 \r\n",
"L 199.130058 -198.415223 \r\n",
"L 199.237067 -197.276262 \r\n",
"L 199.333605 -196.137301 \r\n",
"L 199.420999 -194.99834 \r\n",
"L 199.50051 -193.85938 \r\n",
"L 199.57329 -192.720419 \r\n",
"L 199.640345 -191.581458 \r\n",
"L 199.702496 -190.442497 \r\n",
"L 199.760349 -189.303537 \r\n",
"L 199.814273 -188.164576 \r\n",
"L 199.864376 -187.025615 \r\n",
"L 199.9105 -185.886654 \r\n",
"L 199.952211 -184.747694 \r\n",
"L 199.988806 -183.608733 \r\n",
"L 200.019319 -182.469772 \r\n",
"L 200.042537 -181.330811 \r\n",
"L 200.057025 -180.191851 \r\n",
"L 200.061156 -179.05289 \r\n",
"L 200.053141 -177.913929 \r\n",
"L 200.031074 -176.774968 \r\n",
"L 199.992977 -175.636008 \r\n",
"L 199.936849 -174.497047 \r\n",
"L 199.860723 -173.358086 \r\n",
"L 199.76272 -172.219125 \r\n",
"L 199.641108 -171.080165 \r\n",
"L 199.494363 -169.941204 \r\n",
"L 199.321224 -168.802243 \r\n",
"L 199.120749 -167.663282 \r\n",
"L 198.892362 -166.524322 \r\n",
"L 198.635896 -165.385361 \r\n",
"L 198.351625 -164.2464 \r\n",
"L 198.040284 -163.107439 \r\n",
"L 197.70308 -161.968479 \r\n",
"L 197.341684 -160.829518 \r\n",
"L 196.958216 -159.690557 \r\n",
"L 196.55521 -158.551596 \r\n",
"L 196.135568 -157.412635 \r\n",
"L 195.702502 -156.273675 \r\n",
"L 195.259466 -155.134714 \r\n",
"L 194.810078 -153.995753 \r\n",
"L 194.358042 -152.856792 \r\n",
"L 193.907061 -151.717832 \r\n",
"L 193.460757 -150.578871 \r\n",
"L 193.022591 -149.43991 \r\n",
"L 192.59579 -148.300949 \r\n",
"L 192.183289 -147.161989 \r\n",
"L 191.787673 -146.023028 \r\n",
"L 191.411142 -144.884067 \r\n",
"L 191.055485 -143.745106 \r\n",
"L 190.722063 -142.606146 \r\n",
"L 190.411816 -141.467185 \r\n",
"L 190.125269 -140.328224 \r\n",
"L 189.862559 -139.189263 \r\n",
"L 189.623465 -138.050303 \r\n",
"L 189.407448 -136.911342 \r\n",
"L 189.213692 -135.772381 \r\n",
"L 189.041158 -134.63342 \r\n",
"L 188.888622 -133.49446 \r\n",
"L 188.75473 -132.355499 \r\n",
"z\r\n",
"\" id=\"m85feb2b08e\" style=\"stroke:#3d3d3d;stroke-width:1.5;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#pa16668f595)\">\r\n",
" <use style=\"fill:#3a923a;stroke:#3d3d3d;stroke-width:1.5;\" x=\"0\" xlink:href=\"#m85feb2b08e\" y=\"262.19625\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PolyCollection_4\">\r\n",
" <defs>\r\n",
" <path d=\"M 266.444636 -47.439886 \r\n",
"L 265.856614 -47.439886 \r\n",
"L 265.794931 -48.759475 \r\n",
"L 265.723311 -50.079063 \r\n",
"L 265.640829 -51.398652 \r\n",
"L 265.546611 -52.718241 \r\n",
"L 265.439861 -54.037829 \r\n",
"L 265.319902 -55.357418 \r\n",
"L 265.186196 -56.677006 \r\n",
"L 265.038389 -57.996595 \r\n",
"L 264.876327 -59.316183 \r\n",
"L 264.700092 -60.635772 \r\n",
"L 264.510011 -61.955361 \r\n",
"L 264.306676 -63.274949 \r\n",
"L 264.090941 -64.594538 \r\n",
"L 263.863918 -65.914126 \r\n",
"L 263.626963 -67.233715 \r\n",
"L 263.381648 -68.553303 \r\n",
"L 263.129728 -69.872892 \r\n",
"L 262.873102 -71.192481 \r\n",
"L 262.613758 -72.512069 \r\n",
"L 262.353729 -73.831658 \r\n",
"L 262.095034 -75.151246 \r\n",
"L 261.839627 -76.470835 \r\n",
"L 261.589351 -77.790423 \r\n",
"L 261.345891 -79.110012 \r\n",
"L 261.110742 -80.429601 \r\n",
"L 260.885184 -81.749189 \r\n",
"L 260.67027 -83.068778 \r\n",
"L 260.466825 -84.388366 \r\n",
"L 260.275454 -85.707955 \r\n",
"L 260.096564 -87.027543 \r\n",
"L 259.930391 -88.347132 \r\n",
"L 259.77704 -89.666721 \r\n",
"L 259.636517 -90.986309 \r\n",
"L 259.508778 -92.305898 \r\n",
"L 259.393759 -93.625486 \r\n",
"L 259.291418 -94.945075 \r\n",
"L 259.201755 -96.264663 \r\n",
"L 259.124832 -97.584252 \r\n",
"L 259.060784 -98.90384 \r\n",
"L 259.009813 -100.223429 \r\n",
"L 258.97218 -101.543018 \r\n",
"L 258.948179 -102.862606 \r\n",
"L 258.938114 -104.182195 \r\n",
"L 258.942261 -105.501783 \r\n",
"L 258.960837 -106.821372 \r\n",
"L 258.993961 -108.14096 \r\n",
"L 259.041623 -109.460549 \r\n",
"L 259.103659 -110.780138 \r\n",
"L 259.179728 -112.099726 \r\n",
"L 259.269306 -113.419315 \r\n",
"L 259.371678 -114.738903 \r\n",
"L 259.485956 -116.058492 \r\n",
"L 259.61109 -117.37808 \r\n",
"L 259.745901 -118.697669 \r\n",
"L 259.889109 -120.017258 \r\n",
"L 260.039378 -121.336846 \r\n",
"L 260.195356 -122.656435 \r\n",
"L 260.355716 -123.976023 \r\n",
"L 260.519198 -125.295612 \r\n",
"L 260.684646 -126.6152 \r\n",
"L 260.85104 -127.934789 \r\n",
"L 261.01752 -129.254378 \r\n",
"L 261.183402 -130.573966 \r\n",
"L 261.348186 -131.893555 \r\n",
"L 261.511553 -133.213143 \r\n",
"L 261.673359 -134.532732 \r\n",
"L 261.833616 -135.85232 \r\n",
"L 261.992466 -137.171909 \r\n",
"L 262.150154 -138.491498 \r\n",
"L 262.306993 -139.811086 \r\n",
"L 262.46333 -141.130675 \r\n",
"L 262.619511 -142.450263 \r\n",
"L 262.775843 -143.769852 \r\n",
"L 262.93257 -145.08944 \r\n",
"L 263.08984 -146.409029 \r\n",
"L 263.247686 -147.728617 \r\n",
"L 263.406014 -149.048206 \r\n",
"L 263.564597 -150.367795 \r\n",
"L 263.723072 -151.687383 \r\n",
"L 263.880948 -153.006972 \r\n",
"L 264.037626 -154.32656 \r\n",
"L 264.192413 -155.646149 \r\n",
"L 264.344549 -156.965737 \r\n",
"L 264.493235 -158.285326 \r\n",
"L 264.637662 -159.604915 \r\n",
"L 264.77704 -160.924503 \r\n",
"L 264.910627 -162.244092 \r\n",
"L 265.037751 -163.56368 \r\n",
"L 265.157836 -164.883269 \r\n",
"L 265.270416 -166.202857 \r\n",
"L 265.375145 -167.522446 \r\n",
"L 265.471807 -168.842035 \r\n",
"L 265.560313 -170.161623 \r\n",
"L 265.6407 -171.481212 \r\n",
"L 265.713119 -172.8008 \r\n",
"L 265.777827 -174.120389 \r\n",
"L 265.83517 -175.439977 \r\n",
"L 265.885567 -176.759566 \r\n",
"L 265.929492 -178.079155 \r\n",
"L 266.371758 -178.079155 \r\n",
"L 266.371758 -178.079155 \r\n",
"L 266.415683 -176.759566 \r\n",
"L 266.46608 -175.439977 \r\n",
"L 266.523423 -174.120389 \r\n",
"L 266.588131 -172.8008 \r\n",
"L 266.66055 -171.481212 \r\n",
"L 266.740937 -170.161623 \r\n",
"L 266.829443 -168.842035 \r\n",
"L 266.926105 -167.522446 \r\n",
"L 267.030834 -166.202857 \r\n",
"L 267.143414 -164.883269 \r\n",
"L 267.263499 -163.56368 \r\n",
"L 267.390623 -162.244092 \r\n",
"L 267.52421 -160.924503 \r\n",
"L 267.663588 -159.604915 \r\n",
"L 267.808015 -158.285326 \r\n",
"L 267.956701 -156.965737 \r\n",
"L 268.108837 -155.646149 \r\n",
"L 268.263624 -154.32656 \r\n",
"L 268.420302 -153.006972 \r\n",
"L 268.578178 -151.687383 \r\n",
"L 268.736653 -150.367795 \r\n",
"L 268.895236 -149.048206 \r\n",
"L 269.053564 -147.728617 \r\n",
"L 269.21141 -146.409029 \r\n",
"L 269.36868 -145.08944 \r\n",
"L 269.525407 -143.769852 \r\n",
"L 269.681739 -142.450263 \r\n",
"L 269.83792 -141.130675 \r\n",
"L 269.994257 -139.811086 \r\n",
"L 270.151096 -138.491498 \r\n",
"L 270.308784 -137.171909 \r\n",
"L 270.467634 -135.85232 \r\n",
"L 270.627891 -134.532732 \r\n",
"L 270.789697 -133.213143 \r\n",
"L 270.953064 -131.893555 \r\n",
"L 271.117848 -130.573966 \r\n",
"L 271.28373 -129.254378 \r\n",
"L 271.45021 -127.934789 \r\n",
"L 271.616604 -126.6152 \r\n",
"L 271.782052 -125.295612 \r\n",
"L 271.945534 -123.976023 \r\n",
"L 272.105894 -122.656435 \r\n",
"L 272.261872 -121.336846 \r\n",
"L 272.412141 -120.017258 \r\n",
"L 272.555349 -118.697669 \r\n",
"L 272.69016 -117.37808 \r\n",
"L 272.815294 -116.058492 \r\n",
"L 272.929572 -114.738903 \r\n",
"L 273.031944 -113.419315 \r\n",
"L 273.121522 -112.099726 \r\n",
"L 273.197591 -110.780138 \r\n",
"L 273.259627 -109.460549 \r\n",
"L 273.307289 -108.14096 \r\n",
"L 273.340413 -106.821372 \r\n",
"L 273.358989 -105.501783 \r\n",
"L 273.363136 -104.182195 \r\n",
"L 273.353071 -102.862606 \r\n",
"L 273.32907 -101.543018 \r\n",
"L 273.291437 -100.223429 \r\n",
"L 273.240466 -98.90384 \r\n",
"L 273.176418 -97.584252 \r\n",
"L 273.099495 -96.264663 \r\n",
"L 273.009832 -94.945075 \r\n",
"L 272.907491 -93.625486 \r\n",
"L 272.792472 -92.305898 \r\n",
"L 272.664733 -90.986309 \r\n",
"L 272.52421 -89.666721 \r\n",
"L 272.370859 -88.347132 \r\n",
"L 272.204686 -87.027543 \r\n",
"L 272.025796 -85.707955 \r\n",
"L 271.834425 -84.388366 \r\n",
"L 271.63098 -83.068778 \r\n",
"L 271.416066 -81.749189 \r\n",
"L 271.190508 -80.429601 \r\n",
"L 270.955359 -79.110012 \r\n",
"L 270.711899 -77.790423 \r\n",
"L 270.461623 -76.470835 \r\n",
"L 270.206216 -75.151246 \r\n",
"L 269.947521 -73.831658 \r\n",
"L 269.687492 -72.512069 \r\n",
"L 269.428148 -71.192481 \r\n",
"L 269.171522 -69.872892 \r\n",
"L 268.919602 -68.553303 \r\n",
"L 268.674287 -67.233715 \r\n",
"L 268.437332 -65.914126 \r\n",
"L 268.210309 -64.594538 \r\n",
"L 267.994574 -63.274949 \r\n",
"L 267.791239 -61.955361 \r\n",
"L 267.601158 -60.635772 \r\n",
"L 267.424923 -59.316183 \r\n",
"L 267.262861 -57.996595 \r\n",
"L 267.115054 -56.677006 \r\n",
"L 266.981348 -55.357418 \r\n",
"L 266.861389 -54.037829 \r\n",
"L 266.754639 -52.718241 \r\n",
"L 266.660421 -51.398652 \r\n",
"L 266.577939 -50.079063 \r\n",
"L 266.506319 -48.759475 \r\n",
"L 266.444636 -47.439886 \r\n",
"z\r\n",
"\" id=\"m1ad5a11e83\" style=\"stroke:#3d3d3d;stroke-width:1.5;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#pa16668f595)\">\r\n",
" <use style=\"fill:#3274a1;stroke:#3d3d3d;stroke-width:1.5;\" x=\"0\" xlink:href=\"#m1ad5a11e83\" y=\"262.19625\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PolyCollection_5\">\r\n",
" <defs>\r\n",
" <path d=\"M 312.542504 -75.166188 \r\n",
"L 309.038746 -75.166188 \r\n",
"L 308.751627 -75.550989 \r\n",
"L 308.429022 -75.935789 \r\n",
"L 308.068679 -76.320589 \r\n",
"L 307.668576 -76.705389 \r\n",
"L 307.22699 -77.090189 \r\n",
"L 306.742576 -77.474989 \r\n",
"L 306.214442 -77.859789 \r\n",
"L 305.642221 -78.244589 \r\n",
"L 305.026144 -78.629389 \r\n",
"L 304.3671 -79.014189 \r\n",
"L 303.666692 -79.398989 \r\n",
"L 302.927273 -79.783789 \r\n",
"L 302.151979 -80.168589 \r\n",
"L 301.344732 -80.55339 \r\n",
"L 300.510232 -80.93819 \r\n",
"L 299.653924 -81.32299 \r\n",
"L 298.78195 -81.70779 \r\n",
"L 297.901069 -82.09259 \r\n",
"L 297.018566 -82.47739 \r\n",
"L 296.142138 -82.86219 \r\n",
"L 295.279757 -83.24699 \r\n",
"L 294.439526 -83.63179 \r\n",
"L 293.629519 -84.01659 \r\n",
"L 292.857614 -84.40139 \r\n",
"L 292.131325 -84.78619 \r\n",
"L 291.457631 -85.170991 \r\n",
"L 290.842822 -85.555791 \r\n",
"L 290.292341 -85.940591 \r\n",
"L 289.810661 -86.325391 \r\n",
"L 289.401168 -86.710191 \r\n",
"L 289.066077 -87.094991 \r\n",
"L 288.806372 -87.479791 \r\n",
"L 288.621781 -87.864591 \r\n",
"L 288.51078 -88.249391 \r\n",
"L 288.470625 -88.634191 \r\n",
"L 288.497428 -89.018991 \r\n",
"L 288.586248 -89.403791 \r\n",
"L 288.731225 -89.788592 \r\n",
"L 288.925725 -90.173392 \r\n",
"L 289.162514 -90.558192 \r\n",
"L 289.433942 -90.942992 \r\n",
"L 289.732145 -91.327792 \r\n",
"L 290.04924 -91.712592 \r\n",
"L 290.377528 -92.097392 \r\n",
"L 290.709685 -92.482192 \r\n",
"L 291.03894 -92.866992 \r\n",
"L 291.359243 -93.251792 \r\n",
"L 291.665396 -93.636592 \r\n",
"L 291.953174 -94.021392 \r\n",
"L 292.219405 -94.406193 \r\n",
"L 292.462024 -94.790993 \r\n",
"L 292.680094 -95.175793 \r\n",
"L 292.873792 -95.560593 \r\n",
"L 293.04437 -95.945393 \r\n",
"L 293.194078 -96.330193 \r\n",
"L 293.326065 -96.714993 \r\n",
"L 293.444257 -97.099793 \r\n",
"L 293.553211 -97.484593 \r\n",
"L 293.65796 -97.869393 \r\n",
"L 293.763843 -98.254193 \r\n",
"L 293.876339 -98.638993 \r\n",
"L 294.00089 -99.023793 \r\n",
"L 294.14274 -99.408594 \r\n",
"L 294.306779 -99.793394 \r\n",
"L 294.497407 -100.178194 \r\n",
"L 294.718408 -100.562994 \r\n",
"L 294.972857 -100.947794 \r\n",
"L 295.263041 -101.332594 \r\n",
"L 295.590407 -101.717394 \r\n",
"L 295.955542 -102.102194 \r\n",
"L 296.35817 -102.486994 \r\n",
"L 296.797178 -102.871794 \r\n",
"L 297.270661 -103.256594 \r\n",
"L 297.775991 -103.641394 \r\n",
"L 298.309898 -104.026195 \r\n",
"L 298.86857 -104.410995 \r\n",
"L 299.447757 -104.795795 \r\n",
"L 300.042886 -105.180595 \r\n",
"L 300.649175 -105.565395 \r\n",
"L 301.261751 -105.950195 \r\n",
"L 301.875757 -106.334995 \r\n",
"L 302.486456 -106.719795 \r\n",
"L 303.089328 -107.104595 \r\n",
"L 303.680146 -107.489395 \r\n",
"L 304.255051 -107.874195 \r\n",
"L 304.810602 -108.258995 \r\n",
"L 305.343819 -108.643796 \r\n",
"L 305.852205 -109.028596 \r\n",
"L 306.333763 -109.413396 \r\n",
"L 306.786989 -109.798196 \r\n",
"L 307.210866 -110.182996 \r\n",
"L 307.604831 -110.567796 \r\n",
"L 307.968754 -110.952596 \r\n",
"L 308.302889 -111.337396 \r\n",
"L 308.60784 -111.722196 \r\n",
"L 308.884506 -112.106996 \r\n",
"L 309.134038 -112.491796 \r\n",
"L 309.357786 -112.876596 \r\n",
"L 309.557257 -113.261396 \r\n",
"L 312.023993 -113.261396 \r\n",
"L 312.023993 -113.261396 \r\n",
"L 312.223464 -112.876596 \r\n",
"L 312.447212 -112.491796 \r\n",
"L 312.696744 -112.106996 \r\n",
"L 312.97341 -111.722196 \r\n",
"L 313.278361 -111.337396 \r\n",
"L 313.612496 -110.952596 \r\n",
"L 313.976419 -110.567796 \r\n",
"L 314.370384 -110.182996 \r\n",
"L 314.794261 -109.798196 \r\n",
"L 315.247487 -109.413396 \r\n",
"L 315.729045 -109.028596 \r\n",
"L 316.237431 -108.643796 \r\n",
"L 316.770648 -108.258995 \r\n",
"L 317.326199 -107.874195 \r\n",
"L 317.901104 -107.489395 \r\n",
"L 318.491922 -107.104595 \r\n",
"L 319.094794 -106.719795 \r\n",
"L 319.705493 -106.334995 \r\n",
"L 320.319499 -105.950195 \r\n",
"L 320.932075 -105.565395 \r\n",
"L 321.538364 -105.180595 \r\n",
"L 322.133493 -104.795795 \r\n",
"L 322.71268 -104.410995 \r\n",
"L 323.271352 -104.026195 \r\n",
"L 323.805259 -103.641394 \r\n",
"L 324.310589 -103.256594 \r\n",
"L 324.784072 -102.871794 \r\n",
"L 325.22308 -102.486994 \r\n",
"L 325.625708 -102.102194 \r\n",
"L 325.990843 -101.717394 \r\n",
"L 326.318209 -101.332594 \r\n",
"L 326.608393 -100.947794 \r\n",
"L 326.862842 -100.562994 \r\n",
"L 327.083843 -100.178194 \r\n",
"L 327.274471 -99.793394 \r\n",
"L 327.43851 -99.408594 \r\n",
"L 327.58036 -99.023793 \r\n",
"L 327.704911 -98.638993 \r\n",
"L 327.817407 -98.254193 \r\n",
"L 327.92329 -97.869393 \r\n",
"L 328.028039 -97.484593 \r\n",
"L 328.136993 -97.099793 \r\n",
"L 328.255185 -96.714993 \r\n",
"L 328.387172 -96.330193 \r\n",
"L 328.53688 -95.945393 \r\n",
"L 328.707458 -95.560593 \r\n",
"L 328.901156 -95.175793 \r\n",
"L 329.119226 -94.790993 \r\n",
"L 329.361845 -94.406193 \r\n",
"L 329.628076 -94.021392 \r\n",
"L 329.915854 -93.636592 \r\n",
"L 330.222007 -93.251792 \r\n",
"L 330.54231 -92.866992 \r\n",
"L 330.871565 -92.482192 \r\n",
"L 331.203722 -92.097392 \r\n",
"L 331.53201 -91.712592 \r\n",
"L 331.849105 -91.327792 \r\n",
"L 332.147308 -90.942992 \r\n",
"L 332.418736 -90.558192 \r\n",
"L 332.655525 -90.173392 \r\n",
"L 332.850025 -89.788592 \r\n",
"L 332.995002 -89.403791 \r\n",
"L 333.083822 -89.018991 \r\n",
"L 333.110625 -88.634191 \r\n",
"L 333.07047 -88.249391 \r\n",
"L 332.959469 -87.864591 \r\n",
"L 332.774878 -87.479791 \r\n",
"L 332.515173 -87.094991 \r\n",
"L 332.180082 -86.710191 \r\n",
"L 331.770589 -86.325391 \r\n",
"L 331.288909 -85.940591 \r\n",
"L 330.738428 -85.555791 \r\n",
"L 330.123619 -85.170991 \r\n",
"L 329.449925 -84.78619 \r\n",
"L 328.723636 -84.40139 \r\n",
"L 327.951731 -84.01659 \r\n",
"L 327.141724 -83.63179 \r\n",
"L 326.301493 -83.24699 \r\n",
"L 325.439112 -82.86219 \r\n",
"L 324.562684 -82.47739 \r\n",
"L 323.680181 -82.09259 \r\n",
"L 322.7993 -81.70779 \r\n",
"L 321.927326 -81.32299 \r\n",
"L 321.071018 -80.93819 \r\n",
"L 320.236518 -80.55339 \r\n",
"L 319.429271 -80.168589 \r\n",
"L 318.653977 -79.783789 \r\n",
"L 317.914558 -79.398989 \r\n",
"L 317.21415 -79.014189 \r\n",
"L 316.555106 -78.629389 \r\n",
"L 315.939029 -78.244589 \r\n",
"L 315.366808 -77.859789 \r\n",
"L 314.838674 -77.474989 \r\n",
"L 314.35426 -77.090189 \r\n",
"L 313.912674 -76.705389 \r\n",
"L 313.512571 -76.320589 \r\n",
"L 313.152228 -75.935789 \r\n",
"L 312.829623 -75.550989 \r\n",
"L 312.542504 -75.166188 \r\n",
"z\r\n",
"\" id=\"m46eb0cf87f\" style=\"stroke:#3d3d3d;stroke-width:1.5;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#pa16668f595)\">\r\n",
" <use style=\"fill:#e1812c;stroke:#3d3d3d;stroke-width:1.5;\" x=\"0\" xlink:href=\"#m46eb0cf87f\" y=\"262.19625\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PolyCollection_6\">\r\n",
" <defs>\r\n",
" <path d=\"M 355.754613 -55.807535 \r\n",
"L 355.106637 -55.807535 \r\n",
"L 355.037557 -57.007726 \r\n",
"L 354.956967 -58.207916 \r\n",
"L 354.863684 -59.408106 \r\n",
"L 354.756554 -60.608296 \r\n",
"L 354.634489 -61.808486 \r\n",
"L 354.496505 -63.008677 \r\n",
"L 354.34176 -64.208867 \r\n",
"L 354.169602 -65.409057 \r\n",
"L 353.979608 -66.609247 \r\n",
"L 353.771625 -67.809437 \r\n",
"L 353.545803 -69.009628 \r\n",
"L 353.302633 -70.209818 \r\n",
"L 353.042963 -71.410008 \r\n",
"L 352.768019 -72.610198 \r\n",
"L 352.479402 -73.810388 \r\n",
"L 352.179087 -75.010579 \r\n",
"L 351.869399 -76.210769 \r\n",
"L 351.552985 -77.410959 \r\n",
"L 351.232766 -78.611149 \r\n",
"L 350.911889 -79.811339 \r\n",
"L 350.593655 -81.01153 \r\n",
"L 350.281454 -82.21172 \r\n",
"L 349.978686 -83.41191 \r\n",
"L 349.68868 -84.6121 \r\n",
"L 349.414615 -85.812291 \r\n",
"L 349.15944 -87.012481 \r\n",
"L 348.925806 -88.212671 \r\n",
"L 348.715996 -89.412861 \r\n",
"L 348.531875 -90.613051 \r\n",
"L 348.374842 -91.813242 \r\n",
"L 348.245803 -93.013432 \r\n",
"L 348.145156 -94.213622 \r\n",
"L 348.072787 -95.413812 \r\n",
"L 348.028081 -96.614002 \r\n",
"L 348.009955 -97.814193 \r\n",
"L 348.016889 -99.014383 \r\n",
"L 348.046981 -100.214573 \r\n",
"L 348.098 -101.414763 \r\n",
"L 348.167457 -102.614953 \r\n",
"L 348.252669 -103.815144 \r\n",
"L 348.350836 -105.015334 \r\n",
"L 348.459107 -106.215524 \r\n",
"L 348.574653 -107.415714 \r\n",
"L 348.69473 -108.615904 \r\n",
"L 348.816742 -109.816095 \r\n",
"L 348.938285 -111.016285 \r\n",
"L 349.057202 -112.216475 \r\n",
"L 349.171608 -113.416665 \r\n",
"L 349.279925 -114.616855 \r\n",
"L 349.380897 -115.817046 \r\n",
"L 349.473598 -117.017236 \r\n",
"L 349.557441 -118.217426 \r\n",
"L 349.632169 -119.417616 \r\n",
"L 349.697848 -120.617806 \r\n",
"L 349.754853 -121.817997 \r\n",
"L 349.803844 -123.018187 \r\n",
"L 349.845751 -124.218377 \r\n",
"L 349.881742 -125.418567 \r\n",
"L 349.913194 -126.618757 \r\n",
"L 349.941664 -127.818948 \r\n",
"L 349.968849 -129.019138 \r\n",
"L 349.996553 -130.219328 \r\n",
"L 350.02664 -131.419518 \r\n",
"L 350.060997 -132.619708 \r\n",
"L 350.101483 -133.819899 \r\n",
"L 350.149883 -135.020089 \r\n",
"L 350.207863 -136.220279 \r\n",
"L 350.276917 -137.420469 \r\n",
"L 350.35833 -138.620659 \r\n",
"L 350.453129 -139.82085 \r\n",
"L 350.562051 -141.02104 \r\n",
"L 350.685512 -142.22123 \r\n",
"L 350.82359 -143.42142 \r\n",
"L 350.976011 -144.62161 \r\n",
"L 351.14215 -145.821801 \r\n",
"L 351.321047 -147.021991 \r\n",
"L 351.511425 -148.222181 \r\n",
"L 351.711727 -149.422371 \r\n",
"L 351.920158 -150.622561 \r\n",
"L 352.134738 -151.822752 \r\n",
"L 352.353357 -153.022942 \r\n",
"L 352.573837 -154.223132 \r\n",
"L 352.793994 -155.423322 \r\n",
"L 353.011696 -156.623512 \r\n",
"L 353.22492 -157.823703 \r\n",
"L 353.431801 -159.023893 \r\n",
"L 353.630676 -160.224083 \r\n",
"L 353.820114 -161.424273 \r\n",
"L 353.998939 -162.624463 \r\n",
"L 354.166244 -163.824654 \r\n",
"L 354.321393 -165.024844 \r\n",
"L 354.464014 -166.225034 \r\n",
"L 354.593984 -167.425224 \r\n",
"L 354.711408 -168.625414 \r\n",
"L 354.816593 -169.825605 \r\n",
"L 354.910016 -171.025795 \r\n",
"L 354.992295 -172.225985 \r\n",
"L 355.064151 -173.426175 \r\n",
"L 355.126383 -174.626365 \r\n",
"L 355.734867 -174.626365 \r\n",
"L 355.734867 -174.626365 \r\n",
"L 355.797099 -173.426175 \r\n",
"L 355.868955 -172.225985 \r\n",
"L 355.951234 -171.025795 \r\n",
"L 356.044657 -169.825605 \r\n",
"L 356.149842 -168.625414 \r\n",
"L 356.267266 -167.425224 \r\n",
"L 356.397236 -166.225034 \r\n",
"L 356.539857 -165.024844 \r\n",
"L 356.695006 -163.824654 \r\n",
"L 356.862311 -162.624463 \r\n",
"L 357.041136 -161.424273 \r\n",
"L 357.230574 -160.224083 \r\n",
"L 357.429449 -159.023893 \r\n",
"L 357.63633 -157.823703 \r\n",
"L 357.849554 -156.623512 \r\n",
"L 358.067256 -155.423322 \r\n",
"L 358.287413 -154.223132 \r\n",
"L 358.507893 -153.022942 \r\n",
"L 358.726512 -151.822752 \r\n",
"L 358.941092 -150.622561 \r\n",
"L 359.149523 -149.422371 \r\n",
"L 359.349825 -148.222181 \r\n",
"L 359.540203 -147.021991 \r\n",
"L 359.7191 -145.821801 \r\n",
"L 359.885239 -144.62161 \r\n",
"L 360.03766 -143.42142 \r\n",
"L 360.175738 -142.22123 \r\n",
"L 360.299199 -141.02104 \r\n",
"L 360.408121 -139.82085 \r\n",
"L 360.50292 -138.620659 \r\n",
"L 360.584333 -137.420469 \r\n",
"L 360.653387 -136.220279 \r\n",
"L 360.711367 -135.020089 \r\n",
"L 360.759767 -133.819899 \r\n",
"L 360.800253 -132.619708 \r\n",
"L 360.83461 -131.419518 \r\n",
"L 360.864697 -130.219328 \r\n",
"L 360.892401 -129.019138 \r\n",
"L 360.919586 -127.818948 \r\n",
"L 360.948056 -126.618757 \r\n",
"L 360.979508 -125.418567 \r\n",
"L 361.015499 -124.218377 \r\n",
"L 361.057406 -123.018187 \r\n",
"L 361.106397 -121.817997 \r\n",
"L 361.163402 -120.617806 \r\n",
"L 361.229081 -119.417616 \r\n",
"L 361.303809 -118.217426 \r\n",
"L 361.387652 -117.017236 \r\n",
"L 361.480353 -115.817046 \r\n",
"L 361.581325 -114.616855 \r\n",
"L 361.689642 -113.416665 \r\n",
"L 361.804048 -112.216475 \r\n",
"L 361.922965 -111.016285 \r\n",
"L 362.044508 -109.816095 \r\n",
"L 362.16652 -108.615904 \r\n",
"L 362.286597 -107.415714 \r\n",
"L 362.402143 -106.215524 \r\n",
"L 362.510414 -105.015334 \r\n",
"L 362.608581 -103.815144 \r\n",
"L 362.693793 -102.614953 \r\n",
"L 362.76325 -101.414763 \r\n",
"L 362.814269 -100.214573 \r\n",
"L 362.844361 -99.014383 \r\n",
"L 362.851295 -97.814193 \r\n",
"L 362.833169 -96.614002 \r\n",
"L 362.788463 -95.413812 \r\n",
"L 362.716094 -94.213622 \r\n",
"L 362.615447 -93.013432 \r\n",
"L 362.486408 -91.813242 \r\n",
"L 362.329375 -90.613051 \r\n",
"L 362.145254 -89.412861 \r\n",
"L 361.935444 -88.212671 \r\n",
"L 361.70181 -87.012481 \r\n",
"L 361.446635 -85.812291 \r\n",
"L 361.17257 -84.6121 \r\n",
"L 360.882564 -83.41191 \r\n",
"L 360.579796 -82.21172 \r\n",
"L 360.267595 -81.01153 \r\n",
"L 359.949361 -79.811339 \r\n",
"L 359.628484 -78.611149 \r\n",
"L 359.308265 -77.410959 \r\n",
"L 358.991851 -76.210769 \r\n",
"L 358.682163 -75.010579 \r\n",
"L 358.381848 -73.810388 \r\n",
"L 358.093231 -72.610198 \r\n",
"L 357.818287 -71.410008 \r\n",
"L 357.558617 -70.209818 \r\n",
"L 357.315447 -69.009628 \r\n",
"L 357.089625 -67.809437 \r\n",
"L 356.881642 -66.609247 \r\n",
"L 356.691648 -65.409057 \r\n",
"L 356.51949 -64.208867 \r\n",
"L 356.364745 -63.008677 \r\n",
"L 356.226761 -61.808486 \r\n",
"L 356.104696 -60.608296 \r\n",
"L 355.997566 -59.408106 \r\n",
"L 355.904283 -58.207916 \r\n",
"L 355.823693 -57.007726 \r\n",
"L 355.754613 -55.807535 \r\n",
"z\r\n",
"\" id=\"mb6f366914b\" style=\"stroke:#3d3d3d;stroke-width:1.5;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#pa16668f595)\">\r\n",
" <use style=\"fill:#3a923a;stroke:#3d3d3d;stroke-width:1.5;\" x=\"0\" xlink:href=\"#mb6f366914b\" y=\"262.19625\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"patch_3\">\r\n",
" <path clip-path=\"url(#pa16668f595)\" d=\"M 143.390625 270.012208 \r\n",
"L 143.390625 270.012208 \r\n",
"L 143.390625 270.012208 \r\n",
"L 143.390625 270.012208 \r\n",
"z\r\n",
"\" style=\"fill:#3274a1;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_4\">\r\n",
" <path clip-path=\"url(#pa16668f595)\" d=\"M 143.390625 270.012208 \r\n",
"L 143.390625 270.012208 \r\n",
"L 143.390625 270.012208 \r\n",
"L 143.390625 270.012208 \r\n",
"z\r\n",
"\" style=\"fill:#e1812c;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_5\">\r\n",
" <path clip-path=\"url(#pa16668f595)\" d=\"M 143.390625 270.012208 \r\n",
"L 143.390625 270.012208 \r\n",
"L 143.390625 270.012208 \r\n",
"L 143.390625 270.012208 \r\n",
"z\r\n",
"\" style=\"fill:#3a923a;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_1\">\r\n",
" <g id=\"xtick_1\">\r\n",
" <g id=\"line2d_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L 0 3.5 \r\n",
"\" id=\"m810a0bc82e\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"143.390625\" xlink:href=\"#m810a0bc82e\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_1\">\r\n",
" <!-- Y -->\r\n",
" <defs>\r\n",
" <path d=\"M -0.203125 72.90625 \r\n",
"L 10.40625 72.90625 \r\n",
"L 30.609375 42.921875 \r\n",
"L 50.6875 72.90625 \r\n",
"L 61.28125 72.90625 \r\n",
"L 35.5 34.71875 \r\n",
"L 35.5 0 \r\n",
"L 25.59375 0 \r\n",
"L 25.59375 34.71875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-89\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(140.336719 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-89\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_2\">\r\n",
" <g id=\"line2d_2\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"310.790625\" xlink:href=\"#m810a0bc82e\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_2\">\r\n",
" <!-- N -->\r\n",
" <defs>\r\n",
" <path d=\"M 9.8125 72.90625 \r\n",
"L 23.09375 72.90625 \r\n",
"L 55.421875 11.921875 \r\n",
"L 55.421875 72.90625 \r\n",
"L 64.984375 72.90625 \r\n",
"L 64.984375 0 \r\n",
"L 51.703125 0 \r\n",
"L 19.390625 60.984375 \r\n",
"L 19.390625 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-78\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(307.05 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-78\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_3\">\r\n",
" <!-- management -->\r\n",
" <defs>\r\n",
" <path d=\"M 52 44.1875 \r\n",
"Q 55.375 50.25 60.0625 53.125 \r\n",
"Q 64.75 56 71.09375 56 \r\n",
"Q 79.640625 56 84.28125 50.015625 \r\n",
"Q 88.921875 44.046875 88.921875 33.015625 \r\n",
"L 88.921875 0 \r\n",
"L 79.890625 0 \r\n",
"L 79.890625 32.71875 \r\n",
"Q 79.890625 40.578125 77.09375 44.375 \r\n",
"Q 74.3125 48.1875 68.609375 48.1875 \r\n",
"Q 61.625 48.1875 57.5625 43.546875 \r\n",
"Q 53.515625 38.921875 53.515625 30.90625 \r\n",
"L 53.515625 0 \r\n",
"L 44.484375 0 \r\n",
"L 44.484375 32.71875 \r\n",
"Q 44.484375 40.625 41.703125 44.40625 \r\n",
"Q 38.921875 48.1875 33.109375 48.1875 \r\n",
"Q 26.21875 48.1875 22.15625 43.53125 \r\n",
"Q 18.109375 38.875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.1875 51.21875 25.484375 53.609375 \r\n",
"Q 29.78125 56 35.6875 56 \r\n",
"Q 41.65625 56 45.828125 52.96875 \r\n",
"Q 50 49.953125 52 44.1875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-109\"/>\r\n",
" <path d=\"M 34.28125 27.484375 \r\n",
"Q 23.390625 27.484375 19.1875 25 \r\n",
"Q 14.984375 22.515625 14.984375 16.5 \r\n",
"Q 14.984375 11.71875 18.140625 8.90625 \r\n",
"Q 21.296875 6.109375 26.703125 6.109375 \r\n",
"Q 34.1875 6.109375 38.703125 11.40625 \r\n",
"Q 43.21875 16.703125 43.21875 25.484375 \r\n",
"L 43.21875 27.484375 \r\n",
"z\r\n",
"M 52.203125 31.203125 \r\n",
"L 52.203125 0 \r\n",
"L 43.21875 0 \r\n",
"L 43.21875 8.296875 \r\n",
"Q 40.140625 3.328125 35.546875 0.953125 \r\n",
"Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
"Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
"Q 6 8.015625 6 15.921875 \r\n",
"Q 6 25.140625 12.171875 29.828125 \r\n",
"Q 18.359375 34.515625 30.609375 34.515625 \r\n",
"L 43.21875 34.515625 \r\n",
"L 43.21875 35.40625 \r\n",
"Q 43.21875 41.609375 39.140625 45 \r\n",
"Q 35.0625 48.390625 27.6875 48.390625 \r\n",
"Q 23 48.390625 18.546875 47.265625 \r\n",
"Q 14.109375 46.140625 10.015625 43.890625 \r\n",
"L 10.015625 52.203125 \r\n",
"Q 14.9375 54.109375 19.578125 55.046875 \r\n",
"Q 24.21875 56 28.609375 56 \r\n",
"Q 40.484375 56 46.34375 49.84375 \r\n",
"Q 52.203125 43.703125 52.203125 31.203125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-97\"/>\r\n",
" <path d=\"M 54.890625 33.015625 \r\n",
"L 54.890625 0 \r\n",
"L 45.90625 0 \r\n",
"L 45.90625 32.71875 \r\n",
"Q 45.90625 40.484375 42.875 44.328125 \r\n",
"Q 39.84375 48.1875 33.796875 48.1875 \r\n",
"Q 26.515625 48.1875 22.3125 43.546875 \r\n",
"Q 18.109375 38.921875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.34375 51.125 25.703125 53.5625 \r\n",
"Q 30.078125 56 35.796875 56 \r\n",
"Q 45.21875 56 50.046875 50.171875 \r\n",
"Q 54.890625 44.34375 54.890625 33.015625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-110\"/>\r\n",
" <path d=\"M 45.40625 27.984375 \r\n",
"Q 45.40625 37.75 41.375 43.109375 \r\n",
"Q 37.359375 48.484375 30.078125 48.484375 \r\n",
"Q 22.859375 48.484375 18.828125 43.109375 \r\n",
"Q 14.796875 37.75 14.796875 27.984375 \r\n",
"Q 14.796875 18.265625 18.828125 12.890625 \r\n",
"Q 22.859375 7.515625 30.078125 7.515625 \r\n",
"Q 37.359375 7.515625 41.375 12.890625 \r\n",
"Q 45.40625 18.265625 45.40625 27.984375 \r\n",
"z\r\n",
"M 54.390625 6.78125 \r\n",
"Q 54.390625 -7.171875 48.1875 -13.984375 \r\n",
"Q 42 -20.796875 29.203125 -20.796875 \r\n",
"Q 24.46875 -20.796875 20.265625 -20.09375 \r\n",
"Q 16.0625 -19.390625 12.109375 -17.921875 \r\n",
"L 12.109375 -9.1875 \r\n",
"Q 16.0625 -11.328125 19.921875 -12.34375 \r\n",
"Q 23.78125 -13.375 27.78125 -13.375 \r\n",
"Q 36.625 -13.375 41.015625 -8.765625 \r\n",
"Q 45.40625 -4.15625 45.40625 5.171875 \r\n",
"L 45.40625 9.625 \r\n",
"Q 42.625 4.78125 38.28125 2.390625 \r\n",
"Q 33.9375 0 27.875 0 \r\n",
"Q 17.828125 0 11.671875 7.65625 \r\n",
"Q 5.515625 15.328125 5.515625 27.984375 \r\n",
"Q 5.515625 40.671875 11.671875 48.328125 \r\n",
"Q 17.828125 56 27.875 56 \r\n",
"Q 33.9375 56 38.28125 53.609375 \r\n",
"Q 42.625 51.21875 45.40625 46.390625 \r\n",
"L 45.40625 54.6875 \r\n",
"L 54.390625 54.6875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-103\"/>\r\n",
" <path d=\"M 56.203125 29.59375 \r\n",
"L 56.203125 25.203125 \r\n",
"L 14.890625 25.203125 \r\n",
"Q 15.484375 15.921875 20.484375 11.0625 \r\n",
"Q 25.484375 6.203125 34.421875 6.203125 \r\n",
"Q 39.59375 6.203125 44.453125 7.46875 \r\n",
"Q 49.3125 8.734375 54.109375 11.28125 \r\n",
"L 54.109375 2.78125 \r\n",
"Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
"Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
"Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
"Q 5.515625 13.8125 5.515625 26.8125 \r\n",
"Q 5.515625 40.234375 12.765625 48.109375 \r\n",
"Q 20.015625 56 32.328125 56 \r\n",
"Q 43.359375 56 49.78125 48.890625 \r\n",
"Q 56.203125 41.796875 56.203125 29.59375 \r\n",
"z\r\n",
"M 47.21875 32.234375 \r\n",
"Q 47.125 39.59375 43.09375 43.984375 \r\n",
"Q 39.0625 48.390625 32.421875 48.390625 \r\n",
"Q 24.90625 48.390625 20.390625 44.140625 \r\n",
"Q 15.875 39.890625 15.1875 32.171875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-101\"/>\r\n",
" <path d=\"M 18.3125 70.21875 \r\n",
"L 18.3125 54.6875 \r\n",
"L 36.8125 54.6875 \r\n",
"L 36.8125 47.703125 \r\n",
"L 18.3125 47.703125 \r\n",
"L 18.3125 18.015625 \r\n",
"Q 18.3125 11.328125 20.140625 9.421875 \r\n",
"Q 21.96875 7.515625 27.59375 7.515625 \r\n",
"L 36.8125 7.515625 \r\n",
"L 36.8125 0 \r\n",
"L 27.59375 0 \r\n",
"Q 17.1875 0 13.234375 3.875 \r\n",
"Q 9.28125 7.765625 9.28125 18.015625 \r\n",
"L 9.28125 47.703125 \r\n",
"L 2.6875 47.703125 \r\n",
"L 2.6875 54.6875 \r\n",
"L 9.28125 54.6875 \r\n",
"L 9.28125 70.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-116\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(193.596875 252.916563)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-109\"/>\r\n",
" <use x=\"97.412109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"158.691406\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" <use x=\"222.070312\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"283.349609\" xlink:href=\"#DejaVuSans-103\"/>\r\n",
" <use x=\"346.826172\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"408.349609\" xlink:href=\"#DejaVuSans-109\"/>\r\n",
" <use x=\"505.761719\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"567.285156\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" <use x=\"630.664062\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_2\">\r\n",
" <g id=\"ytick_1\">\r\n",
" <g id=\"line2d_3\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L -3.5 0 \r\n",
"\" id=\"m235bf13e77\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m235bf13e77\" y=\"189.308431\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_4\">\r\n",
" <!-- 10000 -->\r\n",
" <defs>\r\n",
" <path d=\"M 12.40625 8.296875 \r\n",
"L 28.515625 8.296875 \r\n",
"L 28.515625 63.921875 \r\n",
"L 10.984375 60.40625 \r\n",
"L 10.984375 69.390625 \r\n",
"L 28.421875 72.90625 \r\n",
"L 38.28125 72.90625 \r\n",
"L 38.28125 8.296875 \r\n",
"L 54.390625 8.296875 \r\n",
"L 54.390625 0 \r\n",
"L 12.40625 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-49\"/>\r\n",
" <path d=\"M 31.78125 66.40625 \r\n",
"Q 24.171875 66.40625 20.328125 58.90625 \r\n",
"Q 16.5 51.421875 16.5 36.375 \r\n",
"Q 16.5 21.390625 20.328125 13.890625 \r\n",
"Q 24.171875 6.390625 31.78125 6.390625 \r\n",
"Q 39.453125 6.390625 43.28125 13.890625 \r\n",
"Q 47.125 21.390625 47.125 36.375 \r\n",
"Q 47.125 51.421875 43.28125 58.90625 \r\n",
"Q 39.453125 66.40625 31.78125 66.40625 \r\n",
"z\r\n",
"M 31.78125 74.21875 \r\n",
"Q 44.046875 74.21875 50.515625 64.515625 \r\n",
"Q 56.984375 54.828125 56.984375 36.375 \r\n",
"Q 56.984375 17.96875 50.515625 8.265625 \r\n",
"Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
"Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
"Q 6.59375 17.96875 6.59375 36.375 \r\n",
"Q 6.59375 54.828125 13.0625 64.515625 \r\n",
"Q 19.53125 74.21875 31.78125 74.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-48\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(20.878125 193.107649)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_2\">\r\n",
" <g id=\"line2d_4\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m235bf13e77\" y=\"148.956542\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_5\">\r\n",
" <!-- 15000 -->\r\n",
" <defs>\r\n",
" <path d=\"M 10.796875 72.90625 \r\n",
"L 49.515625 72.90625 \r\n",
"L 49.515625 64.59375 \r\n",
"L 19.828125 64.59375 \r\n",
"L 19.828125 46.734375 \r\n",
"Q 21.96875 47.46875 24.109375 47.828125 \r\n",
"Q 26.265625 48.1875 28.421875 48.1875 \r\n",
"Q 40.625 48.1875 47.75 41.5 \r\n",
"Q 54.890625 34.8125 54.890625 23.390625 \r\n",
"Q 54.890625 11.625 47.5625 5.09375 \r\n",
"Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
"Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
"Q 12.796875 0.140625 7.71875 1.703125 \r\n",
"L 7.71875 11.625 \r\n",
"Q 12.109375 9.234375 16.796875 8.0625 \r\n",
"Q 21.484375 6.890625 26.703125 6.890625 \r\n",
"Q 35.15625 6.890625 40.078125 11.328125 \r\n",
"Q 45.015625 15.765625 45.015625 23.390625 \r\n",
"Q 45.015625 31 40.078125 35.4375 \r\n",
"Q 35.15625 39.890625 26.703125 39.890625 \r\n",
"Q 22.75 39.890625 18.8125 39.015625 \r\n",
"Q 14.890625 38.140625 10.796875 36.28125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-53\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(20.878125 152.755761)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_3\">\r\n",
" <g id=\"line2d_5\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m235bf13e77\" y=\"108.604654\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_6\">\r\n",
" <!-- 20000 -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.1875 8.296875 \r\n",
"L 53.609375 8.296875 \r\n",
"L 53.609375 0 \r\n",
"L 7.328125 0 \r\n",
"L 7.328125 8.296875 \r\n",
"Q 12.9375 14.109375 22.625 23.890625 \r\n",
"Q 32.328125 33.6875 34.8125 36.53125 \r\n",
"Q 39.546875 41.84375 41.421875 45.53125 \r\n",
"Q 43.3125 49.21875 43.3125 52.78125 \r\n",
"Q 43.3125 58.59375 39.234375 62.25 \r\n",
"Q 35.15625 65.921875 28.609375 65.921875 \r\n",
"Q 23.96875 65.921875 18.8125 64.3125 \r\n",
"Q 13.671875 62.703125 7.8125 59.421875 \r\n",
"L 7.8125 69.390625 \r\n",
"Q 13.765625 71.78125 18.9375 73 \r\n",
"Q 24.125 74.21875 28.421875 74.21875 \r\n",
"Q 39.75 74.21875 46.484375 68.546875 \r\n",
"Q 53.21875 62.890625 53.21875 53.421875 \r\n",
"Q 53.21875 48.921875 51.53125 44.890625 \r\n",
"Q 49.859375 40.875 45.40625 35.40625 \r\n",
"Q 44.1875 33.984375 37.640625 27.21875 \r\n",
"Q 31.109375 20.453125 19.1875 8.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-50\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(20.878125 112.403872)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_4\">\r\n",
" <g id=\"line2d_6\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m235bf13e77\" y=\"68.252765\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_7\">\r\n",
" <!-- 25000 -->\r\n",
" <g transform=\"translate(20.878125 72.051984)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_5\">\r\n",
" <g id=\"line2d_7\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#m235bf13e77\" y=\"27.900876\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_8\">\r\n",
" <!-- 30000 -->\r\n",
" <defs>\r\n",
" <path d=\"M 40.578125 39.3125 \r\n",
"Q 47.65625 37.796875 51.625 33 \r\n",
"Q 55.609375 28.21875 55.609375 21.1875 \r\n",
"Q 55.609375 10.40625 48.1875 4.484375 \r\n",
"Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
"Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
"Q 12.796875 0.390625 7.625 2.203125 \r\n",
"L 7.625 11.71875 \r\n",
"Q 11.71875 9.328125 16.59375 8.109375 \r\n",
"Q 21.484375 6.890625 26.8125 6.890625 \r\n",
"Q 36.078125 6.890625 40.9375 10.546875 \r\n",
"Q 45.796875 14.203125 45.796875 21.1875 \r\n",
"Q 45.796875 27.640625 41.28125 31.265625 \r\n",
"Q 36.765625 34.90625 28.71875 34.90625 \r\n",
"L 20.21875 34.90625 \r\n",
"L 20.21875 43.015625 \r\n",
"L 29.109375 43.015625 \r\n",
"Q 36.375 43.015625 40.234375 45.921875 \r\n",
"Q 44.09375 48.828125 44.09375 54.296875 \r\n",
"Q 44.09375 59.90625 40.109375 62.90625 \r\n",
"Q 36.140625 65.921875 28.71875 65.921875 \r\n",
"Q 24.65625 65.921875 20.015625 65.03125 \r\n",
"Q 15.375 64.15625 9.8125 62.3125 \r\n",
"L 9.8125 71.09375 \r\n",
"Q 15.4375 72.65625 20.34375 73.4375 \r\n",
"Q 25.25 74.21875 29.59375 74.21875 \r\n",
"Q 40.828125 74.21875 47.359375 69.109375 \r\n",
"Q 53.90625 64.015625 53.90625 55.328125 \r\n",
"Q 53.90625 49.265625 50.4375 45.09375 \r\n",
"Q 46.96875 40.921875 40.578125 39.3125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-51\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(20.878125 31.700095)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-51\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_9\">\r\n",
" <!-- salary -->\r\n",
" <defs>\r\n",
" <path d=\"M 44.28125 53.078125 \r\n",
"L 44.28125 44.578125 \r\n",
"Q 40.484375 46.53125 36.375 47.5 \r\n",
"Q 32.28125 48.484375 27.875 48.484375 \r\n",
"Q 21.1875 48.484375 17.84375 46.4375 \r\n",
"Q 14.5 44.390625 14.5 40.28125 \r\n",
"Q 14.5 37.15625 16.890625 35.375 \r\n",
"Q 19.28125 33.59375 26.515625 31.984375 \r\n",
"L 29.59375 31.296875 \r\n",
"Q 39.15625 29.25 43.1875 25.515625 \r\n",
"Q 47.21875 21.78125 47.21875 15.09375 \r\n",
"Q 47.21875 7.46875 41.1875 3.015625 \r\n",
"Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
"Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
"Q 10.6875 0.296875 5.421875 2 \r\n",
"L 5.421875 11.28125 \r\n",
"Q 10.40625 8.6875 15.234375 7.390625 \r\n",
"Q 20.0625 6.109375 24.8125 6.109375 \r\n",
"Q 31.15625 6.109375 34.5625 8.28125 \r\n",
"Q 37.984375 10.453125 37.984375 14.40625 \r\n",
"Q 37.984375 18.0625 35.515625 20.015625 \r\n",
"Q 33.0625 21.96875 24.703125 23.78125 \r\n",
"L 21.578125 24.515625 \r\n",
"Q 13.234375 26.265625 9.515625 29.90625 \r\n",
"Q 5.8125 33.546875 5.8125 39.890625 \r\n",
"Q 5.8125 47.609375 11.28125 51.796875 \r\n",
"Q 16.75 56 26.8125 56 \r\n",
"Q 31.78125 56 36.171875 55.265625 \r\n",
"Q 40.578125 54.546875 44.28125 53.078125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-115\"/>\r\n",
" <path d=\"M 9.421875 75.984375 \r\n",
"L 18.40625 75.984375 \r\n",
"L 18.40625 0 \r\n",
"L 9.421875 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-108\"/>\r\n",
" <path d=\"M 41.109375 46.296875 \r\n",
"Q 39.59375 47.171875 37.8125 47.578125 \r\n",
"Q 36.03125 48 33.890625 48 \r\n",
"Q 26.265625 48 22.1875 43.046875 \r\n",
"Q 18.109375 38.09375 18.109375 28.8125 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 20.953125 51.171875 25.484375 53.578125 \r\n",
"Q 30.03125 56 36.53125 56 \r\n",
"Q 37.453125 56 38.578125 55.875 \r\n",
"Q 39.703125 55.765625 41.0625 55.515625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-114\"/>\r\n",
" <path d=\"M 32.171875 -5.078125 \r\n",
"Q 28.375 -14.84375 24.75 -17.8125 \r\n",
"Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
"L 7.90625 -20.796875 \r\n",
"L 7.90625 -13.28125 \r\n",
"L 13.1875 -13.28125 \r\n",
"Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
"Q 21 -9.765625 23.484375 -3.21875 \r\n",
"L 25.09375 0.875 \r\n",
"L 2.984375 54.6875 \r\n",
"L 12.5 54.6875 \r\n",
"L 29.59375 11.921875 \r\n",
"L 46.6875 54.6875 \r\n",
"L 56.203125 54.6875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-121\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(14.798438 131.056719)rotate(-90)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"52.099609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"113.378906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"141.162109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"202.441406\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" <use x=\"243.554688\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"line2d_8\">\r\n",
" <path clip-path=\"url(#pa16668f595)\" d=\"M 98.750625 158.027647 \r\n",
"L 98.750625 129.555354 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_9\">\r\n",
" <path clip-path=\"url(#pa16668f595)\" d=\"M 98.750625 149.158302 \r\n",
"L 98.750625 132.993335 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_10\">\r\n",
" <path clip-path=\"url(#pa16668f595)\" d=\"M 143.390625 119.088074 \r\n",
"L 143.390625 62.724556 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_11\">\r\n",
" <path clip-path=\"url(#pa16668f595)\" d=\"M 143.390625 107.41629 \r\n",
"L 143.390625 80.979751 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_12\">\r\n",
" <path clip-path=\"url(#pa16668f595)\" d=\"M 188.030625 101.567284 \r\n",
"L 188.030625 45.357103 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_13\">\r\n",
" <path clip-path=\"url(#pa16668f595)\" d=\"M 188.030625 91.434925 \r\n",
"L 188.030625 61.231536 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_14\">\r\n",
" <path clip-path=\"url(#pa16668f595)\" d=\"M 266.150625 184.990779 \r\n",
"L 266.150625 113.882681 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_15\">\r\n",
" <path clip-path=\"url(#pa16668f595)\" d=\"M 266.150625 170.456028 \r\n",
"L 266.150625 140.966868 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_16\">\r\n",
" <path clip-path=\"url(#pa16668f595)\" d=\"M 310.790625 176.331263 \r\n",
"L 310.790625 159.633652 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_17\">\r\n",
" <path clip-path=\"url(#pa16668f595)\" d=\"M 310.790625 175.048073 \r\n",
"L 310.790625 163.23304 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_18\">\r\n",
" <path clip-path=\"url(#pa16668f595)\" d=\"M 355.430625 178.954136 \r\n",
"L 355.430625 115.004463 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_19\">\r\n",
" <path clip-path=\"url(#pa16668f595)\" d=\"M 355.430625 167.185508 \r\n",
"L 355.430625 131.615318 \r\n",
"\" style=\"fill:none;stroke:#3d3d3d;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_6\">\r\n",
" <path d=\"M 59.690625 224.64 \r\n",
"L 59.690625 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_7\">\r\n",
" <path d=\"M 394.490625 224.64 \r\n",
"L 394.490625 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_8\">\r\n",
" <path d=\"M 59.690625 224.64 \r\n",
"L 394.490625 224.64 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_9\">\r\n",
" <path d=\"M 59.690625 7.2 \r\n",
"L 394.490625 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 1.5 \r\n",
"C 0.397805 1.5 0.77937 1.341951 1.06066 1.06066 \r\n",
"C 1.341951 0.77937 1.5 0.397805 1.5 0 \r\n",
"C 1.5 -0.397805 1.341951 -0.77937 1.06066 -1.06066 \r\n",
"C 0.77937 -1.341951 0.397805 -1.5 0 -1.5 \r\n",
"C -0.397805 -1.5 -0.77937 -1.341951 -1.06066 -1.06066 \r\n",
"C -1.341951 -0.77937 -1.5 -0.397805 -1.5 0 \r\n",
"C -1.5 0.397805 -1.341951 0.77937 -1.06066 1.06066 \r\n",
"C -0.77937 1.341951 -0.397805 1.5 0 1.5 \r\n",
"z\r\n",
"\" id=\"m5c0a9c489d\" style=\"stroke:#3d3d3d;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#pa16668f595)\">\r\n",
" <use style=\"fill:#ffffff;stroke:#3d3d3d;\" x=\"98.750625\" xlink:href=\"#m5c0a9c489d\" y=\"141.168628\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_2\">\r\n",
" <g clip-path=\"url(#pa16668f595)\">\r\n",
" <use style=\"fill:#ffffff;stroke:#3d3d3d;\" x=\"143.390625\" xlink:href=\"#m5c0a9c489d\" y=\"94.336226\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_3\">\r\n",
" <g clip-path=\"url(#pa16668f595)\">\r\n",
" <use style=\"fill:#ffffff;stroke:#3d3d3d;\" x=\"188.030625\" xlink:href=\"#m5c0a9c489d\" y=\"78.098626\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_4\">\r\n",
" <g clip-path=\"url(#pa16668f595)\">\r\n",
" <use style=\"fill:#ffffff;stroke:#3d3d3d;\" x=\"266.150625\" xlink:href=\"#m5c0a9c489d\" y=\"153.258053\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_5\">\r\n",
" <g clip-path=\"url(#pa16668f595)\">\r\n",
" <use style=\"fill:#ffffff;stroke:#3d3d3d;\" x=\"310.790625\" xlink:href=\"#m5c0a9c489d\" y=\"171.593952\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_6\">\r\n",
" <g clip-path=\"url(#pa16668f595)\">\r\n",
" <use style=\"fill:#ffffff;stroke:#3d3d3d;\" x=\"355.430625\" xlink:href=\"#m5c0a9c489d\" y=\"154.436329\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"legend_1\">\r\n",
" <g id=\"patch_10\">\r\n",
" <path d=\"M 311.504688 73.9125 \r\n",
"L 387.490625 73.9125 \r\n",
"Q 389.490625 73.9125 389.490625 71.9125 \r\n",
"L 389.490625 14.2 \r\n",
"Q 389.490625 12.2 387.490625 12.2 \r\n",
"L 311.504688 12.2 \r\n",
"Q 309.504688 12.2 309.504688 14.2 \r\n",
"L 309.504688 71.9125 \r\n",
"Q 309.504688 73.9125 311.504688 73.9125 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
" </g>\r\n",
" <g id=\"text_10\">\r\n",
" <!-- education -->\r\n",
" <defs>\r\n",
" <path d=\"M 45.40625 46.390625 \r\n",
"L 45.40625 75.984375 \r\n",
"L 54.390625 75.984375 \r\n",
"L 54.390625 0 \r\n",
"L 45.40625 0 \r\n",
"L 45.40625 8.203125 \r\n",
"Q 42.578125 3.328125 38.25 0.953125 \r\n",
"Q 33.9375 -1.421875 27.875 -1.421875 \r\n",
"Q 17.96875 -1.421875 11.734375 6.484375 \r\n",
"Q 5.515625 14.40625 5.515625 27.296875 \r\n",
"Q 5.515625 40.1875 11.734375 48.09375 \r\n",
"Q 17.96875 56 27.875 56 \r\n",
"Q 33.9375 56 38.25 53.625 \r\n",
"Q 42.578125 51.265625 45.40625 46.390625 \r\n",
"z\r\n",
"M 14.796875 27.296875 \r\n",
"Q 14.796875 17.390625 18.875 11.75 \r\n",
"Q 22.953125 6.109375 30.078125 6.109375 \r\n",
"Q 37.203125 6.109375 41.296875 11.75 \r\n",
"Q 45.40625 17.390625 45.40625 27.296875 \r\n",
"Q 45.40625 37.203125 41.296875 42.84375 \r\n",
"Q 37.203125 48.484375 30.078125 48.484375 \r\n",
"Q 22.953125 48.484375 18.875 42.84375 \r\n",
"Q 14.796875 37.203125 14.796875 27.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-100\"/>\r\n",
" <path d=\"M 8.5 21.578125 \r\n",
"L 8.5 54.6875 \r\n",
"L 17.484375 54.6875 \r\n",
"L 17.484375 21.921875 \r\n",
"Q 17.484375 14.15625 20.5 10.265625 \r\n",
"Q 23.53125 6.390625 29.59375 6.390625 \r\n",
"Q 36.859375 6.390625 41.078125 11.03125 \r\n",
"Q 45.3125 15.671875 45.3125 23.6875 \r\n",
"L 45.3125 54.6875 \r\n",
"L 54.296875 54.6875 \r\n",
"L 54.296875 0 \r\n",
"L 45.3125 0 \r\n",
"L 45.3125 8.40625 \r\n",
"Q 42.046875 3.421875 37.71875 1 \r\n",
"Q 33.40625 -1.421875 27.6875 -1.421875 \r\n",
"Q 18.265625 -1.421875 13.375 4.4375 \r\n",
"Q 8.5 10.296875 8.5 21.578125 \r\n",
"z\r\n",
"M 31.109375 56 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-117\"/>\r\n",
" <path d=\"M 48.78125 52.59375 \r\n",
"L 48.78125 44.1875 \r\n",
"Q 44.96875 46.296875 41.140625 47.34375 \r\n",
"Q 37.3125 48.390625 33.40625 48.390625 \r\n",
"Q 24.65625 48.390625 19.8125 42.84375 \r\n",
"Q 14.984375 37.3125 14.984375 27.296875 \r\n",
"Q 14.984375 17.28125 19.8125 11.734375 \r\n",
"Q 24.65625 6.203125 33.40625 6.203125 \r\n",
"Q 37.3125 6.203125 41.140625 7.25 \r\n",
"Q 44.96875 8.296875 48.78125 10.40625 \r\n",
"L 48.78125 2.09375 \r\n",
"Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
"Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
"Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
"Q 5.515625 14.109375 5.515625 27.296875 \r\n",
"Q 5.515625 40.671875 12.859375 48.328125 \r\n",
"Q 20.21875 56 33.015625 56 \r\n",
"Q 37.15625 56 41.109375 55.140625 \r\n",
"Q 45.0625 54.296875 48.78125 52.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-99\"/>\r\n",
" <path d=\"M 9.421875 54.6875 \r\n",
"L 18.40625 54.6875 \r\n",
"L 18.40625 0 \r\n",
"L 9.421875 0 \r\n",
"z\r\n",
"M 9.421875 75.984375 \r\n",
"L 18.40625 75.984375 \r\n",
"L 18.40625 64.59375 \r\n",
"L 9.421875 64.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-105\"/>\r\n",
" <path d=\"M 30.609375 48.390625 \r\n",
"Q 23.390625 48.390625 19.1875 42.75 \r\n",
"Q 14.984375 37.109375 14.984375 27.296875 \r\n",
"Q 14.984375 17.484375 19.15625 11.84375 \r\n",
"Q 23.34375 6.203125 30.609375 6.203125 \r\n",
"Q 37.796875 6.203125 41.984375 11.859375 \r\n",
"Q 46.1875 17.53125 46.1875 27.296875 \r\n",
"Q 46.1875 37.015625 41.984375 42.703125 \r\n",
"Q 37.796875 48.390625 30.609375 48.390625 \r\n",
"z\r\n",
"M 30.609375 56 \r\n",
"Q 42.328125 56 49.015625 48.375 \r\n",
"Q 55.71875 40.765625 55.71875 27.296875 \r\n",
"Q 55.71875 13.875 49.015625 6.21875 \r\n",
"Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
"Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
"Q 5.515625 13.875 5.515625 27.296875 \r\n",
"Q 5.515625 40.765625 12.171875 48.375 \r\n",
"Q 18.84375 56 30.609375 56 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-111\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(324.6875 23.798438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"61.523438\" xlink:href=\"#DejaVuSans-100\"/>\r\n",
" <use x=\"125\" xlink:href=\"#DejaVuSans-117\"/>\r\n",
" <use x=\"188.378906\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
" <use x=\"243.359375\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"304.638672\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
" <use x=\"343.847656\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" <use x=\"371.630859\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
" <use x=\"432.8125\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"patch_11\">\r\n",
" <path d=\"M 313.504688 38.476563 \r\n",
"L 333.504688 38.476563 \r\n",
"L 333.504688 31.476563 \r\n",
"L 313.504688 31.476563 \r\n",
"z\r\n",
"\" style=\"fill:#3274a1;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
" </g>\r\n",
" <g id=\"text_11\">\r\n",
" <!-- Bachelor -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.671875 34.8125 \r\n",
"L 19.671875 8.109375 \r\n",
"L 35.5 8.109375 \r\n",
"Q 43.453125 8.109375 47.28125 11.40625 \r\n",
"Q 51.125 14.703125 51.125 21.484375 \r\n",
"Q 51.125 28.328125 47.28125 31.5625 \r\n",
"Q 43.453125 34.8125 35.5 34.8125 \r\n",
"z\r\n",
"M 19.671875 64.796875 \r\n",
"L 19.671875 42.828125 \r\n",
"L 34.28125 42.828125 \r\n",
"Q 41.5 42.828125 45.03125 45.53125 \r\n",
"Q 48.578125 48.25 48.578125 53.8125 \r\n",
"Q 48.578125 59.328125 45.03125 62.0625 \r\n",
"Q 41.5 64.796875 34.28125 64.796875 \r\n",
"z\r\n",
"M 9.8125 72.90625 \r\n",
"L 35.015625 72.90625 \r\n",
"Q 46.296875 72.90625 52.390625 68.21875 \r\n",
"Q 58.5 63.53125 58.5 54.890625 \r\n",
"Q 58.5 48.1875 55.375 44.234375 \r\n",
"Q 52.25 40.28125 46.1875 39.3125 \r\n",
"Q 53.46875 37.75 57.5 32.78125 \r\n",
"Q 61.53125 27.828125 61.53125 20.40625 \r\n",
"Q 61.53125 10.640625 54.890625 5.3125 \r\n",
"Q 48.25 0 35.984375 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-66\"/>\r\n",
" <path d=\"M 54.890625 33.015625 \r\n",
"L 54.890625 0 \r\n",
"L 45.90625 0 \r\n",
"L 45.90625 32.71875 \r\n",
"Q 45.90625 40.484375 42.875 44.328125 \r\n",
"Q 39.84375 48.1875 33.796875 48.1875 \r\n",
"Q 26.515625 48.1875 22.3125 43.546875 \r\n",
"Q 18.109375 38.921875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 75.984375 \r\n",
"L 18.109375 75.984375 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.34375 51.125 25.703125 53.5625 \r\n",
"Q 30.078125 56 35.796875 56 \r\n",
"Q 45.21875 56 50.046875 50.171875 \r\n",
"Q 54.890625 44.34375 54.890625 33.015625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-104\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(341.504688 38.476563)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-66\"/>\r\n",
" <use x=\"68.603516\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"129.882812\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
" <use x=\"184.863281\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
" <use x=\"248.242188\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"309.765625\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"337.548828\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
" <use x=\"398.730469\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"patch_12\">\r\n",
" <path d=\"M 313.504688 53.154688 \r\n",
"L 333.504688 53.154688 \r\n",
"L 333.504688 46.154688 \r\n",
"L 313.504688 46.154688 \r\n",
"z\r\n",
"\" style=\"fill:#e1812c;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
" </g>\r\n",
" <g id=\"text_12\">\r\n",
" <!-- Ph.D -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.671875 64.796875 \r\n",
"L 19.671875 37.40625 \r\n",
"L 32.078125 37.40625 \r\n",
"Q 38.96875 37.40625 42.71875 40.96875 \r\n",
"Q 46.484375 44.53125 46.484375 51.125 \r\n",
"Q 46.484375 57.671875 42.71875 61.234375 \r\n",
"Q 38.96875 64.796875 32.078125 64.796875 \r\n",
"z\r\n",
"M 9.8125 72.90625 \r\n",
"L 32.078125 72.90625 \r\n",
"Q 44.34375 72.90625 50.609375 67.359375 \r\n",
"Q 56.890625 61.8125 56.890625 51.125 \r\n",
"Q 56.890625 40.328125 50.609375 34.8125 \r\n",
"Q 44.34375 29.296875 32.078125 29.296875 \r\n",
"L 19.671875 29.296875 \r\n",
"L 19.671875 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-80\"/>\r\n",
" <path d=\"M 10.6875 12.40625 \r\n",
"L 21 12.40625 \r\n",
"L 21 0 \r\n",
"L 10.6875 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-46\"/>\r\n",
" <path d=\"M 19.671875 64.796875 \r\n",
"L 19.671875 8.109375 \r\n",
"L 31.59375 8.109375 \r\n",
"Q 46.6875 8.109375 53.6875 14.9375 \r\n",
"Q 60.6875 21.78125 60.6875 36.53125 \r\n",
"Q 60.6875 51.171875 53.6875 57.984375 \r\n",
"Q 46.6875 64.796875 31.59375 64.796875 \r\n",
"z\r\n",
"M 9.8125 72.90625 \r\n",
"L 30.078125 72.90625 \r\n",
"Q 51.265625 72.90625 61.171875 64.09375 \r\n",
"Q 71.09375 55.28125 71.09375 36.53125 \r\n",
"Q 71.09375 17.671875 61.125 8.828125 \r\n",
"Q 51.171875 0 30.078125 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-68\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(341.504688 53.154688)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-80\"/>\r\n",
" <use x=\"60.302734\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
" <use x=\"123.681641\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
" <use x=\"155.46875\" xlink:href=\"#DejaVuSans-68\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"patch_13\">\r\n",
" <path d=\"M 313.504688 67.832813 \r\n",
"L 333.504688 67.832813 \r\n",
"L 333.504688 60.832813 \r\n",
"L 313.504688 60.832813 \r\n",
"z\r\n",
"\" style=\"fill:#3a923a;stroke:#3d3d3d;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
" </g>\r\n",
" <g id=\"text_13\">\r\n",
" <!-- Master -->\r\n",
" <defs>\r\n",
" <path d=\"M 9.8125 72.90625 \r\n",
"L 24.515625 72.90625 \r\n",
"L 43.109375 23.296875 \r\n",
"L 61.8125 72.90625 \r\n",
"L 76.515625 72.90625 \r\n",
"L 76.515625 0 \r\n",
"L 66.890625 0 \r\n",
"L 66.890625 64.015625 \r\n",
"L 48.09375 14.015625 \r\n",
"L 38.1875 14.015625 \r\n",
"L 19.390625 64.015625 \r\n",
"L 19.390625 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-77\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(341.504688 67.832813)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-77\"/>\r\n",
" <use x=\"86.279297\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"147.558594\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"199.658203\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
" <use x=\"238.867188\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"300.390625\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <defs>\r\n",
" <clipPath id=\"pa16668f595\">\r\n",
" <rect height=\"217.44\" width=\"334.8\" x=\"59.690625\" y=\"7.2\"/>\r\n",
" </clipPath>\r\n",
" </defs>\r\n",
"</svg>\r\n"
],
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"ax = sns.violinplot(x=\"management\", y=\"salary\", hue=\"education\", data=salary)"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"# tips dataset"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>total_bill</th>\n",
" <th>tip</th>\n",
" <th>sex</th>\n",
" <th>smoker</th>\n",
" <th>day</th>\n",
" <th>time</th>\n",
" <th>size</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>16.99</td>\n",
" <td>1.01</td>\n",
" <td>Female</td>\n",
" <td>No</td>\n",
" <td>Sun</td>\n",
" <td>Dinner</td>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>10.34</td>\n",
" <td>1.66</td>\n",
" <td>Male</td>\n",
" <td>No</td>\n",
" <td>Sun</td>\n",
" <td>Dinner</td>\n",
" <td>3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>21.01</td>\n",
" <td>3.50</td>\n",
" <td>Male</td>\n",
" <td>No</td>\n",
" <td>Sun</td>\n",
" <td>Dinner</td>\n",
" <td>3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>23.68</td>\n",
" <td>3.31</td>\n",
" <td>Male</td>\n",
" <td>No</td>\n",
" <td>Sun</td>\n",
" <td>Dinner</td>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>24.59</td>\n",
" <td>3.61</td>\n",
" <td>Female</td>\n",
" <td>No</td>\n",
" <td>Sun</td>\n",
" <td>Dinner</td>\n",
" <td>4</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" total_bill tip sex smoker day time size\n",
"0 16.99 1.01 Female No Sun Dinner 2\n",
"1 10.34 1.66 Male No Sun Dinner 3\n",
"2 21.01 3.50 Male No Sun Dinner 3\n",
"3 23.68 3.31 Male No Sun Dinner 2\n",
"4 24.59 3.61 Female No Sun Dinner 4"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tips = sns.load_dataset(\"tips\")\n",
"tips.head()"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"image/svg+xml": [
"<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
"<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
" \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
"<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
"<svg height=\"262.474375pt\" version=\"1.1\" viewBox=\"0 0 352.7 262.474375\" width=\"352.7pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
" <defs>\r\n",
" <style type=\"text/css\">\r\n",
"*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
" </style>\r\n",
" </defs>\r\n",
" <g id=\"figure_1\">\r\n",
" <g id=\"patch_1\">\r\n",
" <path d=\"M 0 262.474375 \r\n",
"L 352.7 262.474375 \r\n",
"L 352.7 0 \r\n",
"L 0 0 \r\n",
"z\r\n",
"\" style=\"fill:none;\"/>\r\n",
" </g>\r\n",
" <g id=\"axes_1\">\r\n",
" <g id=\"patch_2\">\r\n",
" <path d=\"M 10.7 224.64 \r\n",
"L 345.5 224.64 \r\n",
"L 345.5 7.2 \r\n",
"L 10.7 7.2 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;\"/>\r\n",
" </g>\r\n",
" <g id=\"PolyCollection_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 25.918182 -146.362739 \r\n",
"L 25.918182 -146.746011 \r\n",
"L 28.992562 -146.898556 \r\n",
"L 32.066942 -147.119884 \r\n",
"L 35.141322 -147.409203 \r\n",
"L 38.215702 -147.754653 \r\n",
"L 41.290083 -148.144794 \r\n",
"L 44.364463 -148.590819 \r\n",
"L 47.438843 -149.150741 \r\n",
"L 50.513223 -149.941694 \r\n",
"L 53.587603 -151.129779 \r\n",
"L 56.661983 -152.898062 \r\n",
"L 59.736364 -155.405777 \r\n",
"L 62.810744 -158.757053 \r\n",
"L 65.885124 -162.990709 \r\n",
"L 68.959504 -168.086826 \r\n",
"L 72.033884 -173.972708 \r\n",
"L 75.108264 -180.51389 \r\n",
"L 78.182645 -187.496467 \r\n",
"L 81.257025 -194.626377 \r\n",
"L 84.331405 -201.56554 \r\n",
"L 87.405785 -207.994078 \r\n",
"L 90.480165 -213.663929 \r\n",
"L 93.554545 -218.421274 \r\n",
"L 96.628926 -222.210643 \r\n",
"L 99.703306 -225.086556 \r\n",
"L 102.777686 -227.227362 \r\n",
"L 105.852066 -228.907102 \r\n",
"L 108.926446 -230.391498 \r\n",
"L 112.000826 -231.7902 \r\n",
"L 115.075207 -232.95832 \r\n",
"L 118.149587 -233.530375 \r\n",
"L 121.223967 -233.087309 \r\n",
"L 124.298347 -231.36689 \r\n",
"L 127.372727 -228.3979 \r\n",
"L 130.447107 -224.48681 \r\n",
"L 133.521488 -220.075308 \r\n",
"L 136.595868 -215.56048 \r\n",
"L 139.670248 -211.182427 \r\n",
"L 142.744628 -207.029281 \r\n",
"L 145.819008 -203.124972 \r\n",
"L 148.893388 -199.513283 \r\n",
"L 151.967769 -196.271384 \r\n",
"L 155.042149 -193.455617 \r\n",
"L 158.116529 -191.039292 \r\n",
"L 161.190909 -188.901808 \r\n",
"L 164.265289 -186.880151 \r\n",
"L 167.339669 -184.845067 \r\n",
"L 170.41405 -182.752282 \r\n",
"L 173.48843 -180.644426 \r\n",
"L 176.56281 -178.613768 \r\n",
"L 179.63719 -176.752878 \r\n",
"L 182.71157 -175.115461 \r\n",
"L 185.78595 -173.696877 \r\n",
"L 188.860331 -172.436729 \r\n",
"L 191.934711 -171.243341 \r\n",
"L 195.009091 -170.033539 \r\n",
"L 198.083471 -168.77077 \r\n",
"L 201.157851 -167.480781 \r\n",
"L 204.232231 -166.234463 \r\n",
"L 207.306612 -165.105813 \r\n",
"L 210.380992 -164.125995 \r\n",
"L 213.455372 -163.256348 \r\n",
"L 216.529752 -162.396414 \r\n",
"L 219.604132 -161.429842 \r\n",
"L 222.678512 -160.291204 \r\n",
"L 225.752893 -159.017936 \r\n",
"L 228.827273 -157.750948 \r\n",
"L 231.901653 -156.674745 \r\n",
"L 234.976033 -155.927872 \r\n",
"L 238.050413 -155.53569 \r\n",
"L 241.124793 -155.402061 \r\n",
"L 244.199174 -155.358072 \r\n",
"L 247.273554 -155.235155 \r\n",
"L 250.347934 -154.925689 \r\n",
"L 253.422314 -154.410212 \r\n",
"L 256.496694 -153.749211 \r\n",
"L 259.571074 -153.048817 \r\n",
"L 262.645455 -152.415214 \r\n",
"L 265.719835 -151.915497 \r\n",
"L 268.794215 -151.561236 \r\n",
"L 271.868595 -151.321399 \r\n",
"L 274.942975 -151.155867 \r\n",
"L 278.017355 -151.048144 \r\n",
"L 281.091736 -151.015322 \r\n",
"L 284.166116 -151.087087 \r\n",
"L 287.240496 -151.266832 \r\n",
"L 290.314876 -151.502798 \r\n",
"L 293.389256 -151.693265 \r\n",
"L 296.463636 -151.726879 \r\n",
"L 299.538017 -151.533285 \r\n",
"L 302.612397 -151.11153 \r\n",
"L 305.686777 -150.521042 \r\n",
"L 308.761157 -149.847196 \r\n",
"L 311.835537 -149.167388 \r\n",
"L 314.909917 -148.535292 \r\n",
"L 317.984298 -147.982595 \r\n",
"L 321.058678 -147.526465 \r\n",
"L 324.133058 -147.173656 \r\n",
"L 327.207438 -146.920677 \r\n",
"L 330.281818 -146.754207 \r\n",
"L 330.281818 -146.354543 \r\n",
"L 330.281818 -146.354543 \r\n",
"L 327.207438 -146.188073 \r\n",
"L 324.133058 -145.935094 \r\n",
"L 321.058678 -145.582285 \r\n",
"L 317.984298 -145.126155 \r\n",
"L 314.909917 -144.573458 \r\n",
"L 311.835537 -143.941362 \r\n",
"L 308.761157 -143.261554 \r\n",
"L 305.686777 -142.587708 \r\n",
"L 302.612397 -141.99722 \r\n",
"L 299.538017 -141.575465 \r\n",
"L 296.463636 -141.381871 \r\n",
"L 293.389256 -141.415485 \r\n",
"L 290.314876 -141.605952 \r\n",
"L 287.240496 -141.841918 \r\n",
"L 284.166116 -142.021663 \r\n",
"L 281.091736 -142.093428 \r\n",
"L 278.017355 -142.060606 \r\n",
"L 274.942975 -141.952883 \r\n",
"L 271.868595 -141.787351 \r\n",
"L 268.794215 -141.547514 \r\n",
"L 265.719835 -141.193253 \r\n",
"L 262.645455 -140.693536 \r\n",
"L 259.571074 -140.059933 \r\n",
"L 256.496694 -139.359539 \r\n",
"L 253.422314 -138.698538 \r\n",
"L 250.347934 -138.183061 \r\n",
"L 247.273554 -137.873595 \r\n",
"L 244.199174 -137.750678 \r\n",
"L 241.124793 -137.706689 \r\n",
"L 238.050413 -137.57306 \r\n",
"L 234.976033 -137.180878 \r\n",
"L 231.901653 -136.434005 \r\n",
"L 228.827273 -135.357802 \r\n",
"L 225.752893 -134.090814 \r\n",
"L 222.678512 -132.817546 \r\n",
"L 219.604132 -131.678908 \r\n",
"L 216.529752 -130.712336 \r\n",
"L 213.455372 -129.852402 \r\n",
"L 210.380992 -128.982755 \r\n",
"L 207.306612 -128.002937 \r\n",
"L 204.232231 -126.874287 \r\n",
"L 201.157851 -125.627969 \r\n",
"L 198.083471 -124.33798 \r\n",
"L 195.009091 -123.075211 \r\n",
"L 191.934711 -121.865409 \r\n",
"L 188.860331 -120.672021 \r\n",
"L 185.78595 -119.411873 \r\n",
"L 182.71157 -117.993289 \r\n",
"L 179.63719 -116.355872 \r\n",
"L 176.56281 -114.494982 \r\n",
"L 173.48843 -112.464324 \r\n",
"L 170.41405 -110.356468 \r\n",
"L 167.339669 -108.263683 \r\n",
"L 164.265289 -106.228599 \r\n",
"L 161.190909 -104.206942 \r\n",
"L 158.116529 -102.069458 \r\n",
"L 155.042149 -99.653133 \r\n",
"L 151.967769 -96.837366 \r\n",
"L 148.893388 -93.595467 \r\n",
"L 145.819008 -89.983778 \r\n",
"L 142.744628 -86.079469 \r\n",
"L 139.670248 -81.926323 \r\n",
"L 136.595868 -77.54827 \r\n",
"L 133.521488 -73.033442 \r\n",
"L 130.447107 -68.62194 \r\n",
"L 127.372727 -64.71085 \r\n",
"L 124.298347 -61.74186 \r\n",
"L 121.223967 -60.021441 \r\n",
"L 118.149587 -59.578375 \r\n",
"L 115.075207 -60.15043 \r\n",
"L 112.000826 -61.31855 \r\n",
"L 108.926446 -62.717252 \r\n",
"L 105.852066 -64.201648 \r\n",
"L 102.777686 -65.881388 \r\n",
"L 99.703306 -68.022194 \r\n",
"L 96.628926 -70.898107 \r\n",
"L 93.554545 -74.687476 \r\n",
"L 90.480165 -79.444821 \r\n",
"L 87.405785 -85.114672 \r\n",
"L 84.331405 -91.54321 \r\n",
"L 81.257025 -98.482373 \r\n",
"L 78.182645 -105.612283 \r\n",
"L 75.108264 -112.59486 \r\n",
"L 72.033884 -119.136042 \r\n",
"L 68.959504 -125.021924 \r\n",
"L 65.885124 -130.118041 \r\n",
"L 62.810744 -134.351697 \r\n",
"L 59.736364 -137.702973 \r\n",
"L 56.661983 -140.210688 \r\n",
"L 53.587603 -141.978971 \r\n",
"L 50.513223 -143.167056 \r\n",
"L 47.438843 -143.958009 \r\n",
"L 44.364463 -144.517931 \r\n",
"L 41.290083 -144.963956 \r\n",
"L 38.215702 -145.354097 \r\n",
"L 35.141322 -145.699547 \r\n",
"L 32.066942 -145.988866 \r\n",
"L 28.992562 -146.210194 \r\n",
"L 25.918182 -146.362739 \r\n",
"z\r\n",
"\" id=\"md5d8576ae8\" style=\"stroke:#3f3f3f;stroke-width:1.5;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p59ba468fa8)\">\r\n",
" <use style=\"fill:#3274a1;stroke:#3f3f3f;stroke-width:1.5;\" x=\"0\" xlink:href=\"#md5d8576ae8\" y=\"262.474375\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_1\">\r\n",
" <g id=\"xtick_1\">\r\n",
" <g id=\"line2d_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L 0 3.5 \r\n",
"\" id=\"meaac4eb725\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"28.641962\" xlink:href=\"#meaac4eb725\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_1\">\r\n",
" <!-- 0 -->\r\n",
" <defs>\r\n",
" <path d=\"M 31.78125 66.40625 \r\n",
"Q 24.171875 66.40625 20.328125 58.90625 \r\n",
"Q 16.5 51.421875 16.5 36.375 \r\n",
"Q 16.5 21.390625 20.328125 13.890625 \r\n",
"Q 24.171875 6.390625 31.78125 6.390625 \r\n",
"Q 39.453125 6.390625 43.28125 13.890625 \r\n",
"Q 47.125 21.390625 47.125 36.375 \r\n",
"Q 47.125 51.421875 43.28125 58.90625 \r\n",
"Q 39.453125 66.40625 31.78125 66.40625 \r\n",
"z\r\n",
"M 31.78125 74.21875 \r\n",
"Q 44.046875 74.21875 50.515625 64.515625 \r\n",
"Q 56.984375 54.828125 56.984375 36.375 \r\n",
"Q 56.984375 17.96875 50.515625 8.265625 \r\n",
"Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
"Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
"Q 6.59375 17.96875 6.59375 36.375 \r\n",
"Q 6.59375 54.828125 13.0625 64.515625 \r\n",
"Q 19.53125 74.21875 31.78125 74.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-48\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(25.460712 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_2\">\r\n",
" <g id=\"line2d_2\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"84.120075\" xlink:href=\"#meaac4eb725\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_2\">\r\n",
" <!-- 10 -->\r\n",
" <defs>\r\n",
" <path d=\"M 12.40625 8.296875 \r\n",
"L 28.515625 8.296875 \r\n",
"L 28.515625 63.921875 \r\n",
"L 10.984375 60.40625 \r\n",
"L 10.984375 69.390625 \r\n",
"L 28.421875 72.90625 \r\n",
"L 38.28125 72.90625 \r\n",
"L 38.28125 8.296875 \r\n",
"L 54.390625 8.296875 \r\n",
"L 54.390625 0 \r\n",
"L 12.40625 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-49\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(77.757575 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_3\">\r\n",
" <g id=\"line2d_3\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"139.598189\" xlink:href=\"#meaac4eb725\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_3\">\r\n",
" <!-- 20 -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.1875 8.296875 \r\n",
"L 53.609375 8.296875 \r\n",
"L 53.609375 0 \r\n",
"L 7.328125 0 \r\n",
"L 7.328125 8.296875 \r\n",
"Q 12.9375 14.109375 22.625 23.890625 \r\n",
"Q 32.328125 33.6875 34.8125 36.53125 \r\n",
"Q 39.546875 41.84375 41.421875 45.53125 \r\n",
"Q 43.3125 49.21875 43.3125 52.78125 \r\n",
"Q 43.3125 58.59375 39.234375 62.25 \r\n",
"Q 35.15625 65.921875 28.609375 65.921875 \r\n",
"Q 23.96875 65.921875 18.8125 64.3125 \r\n",
"Q 13.671875 62.703125 7.8125 59.421875 \r\n",
"L 7.8125 69.390625 \r\n",
"Q 13.765625 71.78125 18.9375 73 \r\n",
"Q 24.125 74.21875 28.421875 74.21875 \r\n",
"Q 39.75 74.21875 46.484375 68.546875 \r\n",
"Q 53.21875 62.890625 53.21875 53.421875 \r\n",
"Q 53.21875 48.921875 51.53125 44.890625 \r\n",
"Q 49.859375 40.875 45.40625 35.40625 \r\n",
"Q 44.1875 33.984375 37.640625 27.21875 \r\n",
"Q 31.109375 20.453125 19.1875 8.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-50\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(133.235689 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_4\">\r\n",
" <g id=\"line2d_4\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"195.076303\" xlink:href=\"#meaac4eb725\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_4\">\r\n",
" <!-- 30 -->\r\n",
" <defs>\r\n",
" <path d=\"M 40.578125 39.3125 \r\n",
"Q 47.65625 37.796875 51.625 33 \r\n",
"Q 55.609375 28.21875 55.609375 21.1875 \r\n",
"Q 55.609375 10.40625 48.1875 4.484375 \r\n",
"Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
"Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
"Q 12.796875 0.390625 7.625 2.203125 \r\n",
"L 7.625 11.71875 \r\n",
"Q 11.71875 9.328125 16.59375 8.109375 \r\n",
"Q 21.484375 6.890625 26.8125 6.890625 \r\n",
"Q 36.078125 6.890625 40.9375 10.546875 \r\n",
"Q 45.796875 14.203125 45.796875 21.1875 \r\n",
"Q 45.796875 27.640625 41.28125 31.265625 \r\n",
"Q 36.765625 34.90625 28.71875 34.90625 \r\n",
"L 20.21875 34.90625 \r\n",
"L 20.21875 43.015625 \r\n",
"L 29.109375 43.015625 \r\n",
"Q 36.375 43.015625 40.234375 45.921875 \r\n",
"Q 44.09375 48.828125 44.09375 54.296875 \r\n",
"Q 44.09375 59.90625 40.109375 62.90625 \r\n",
"Q 36.140625 65.921875 28.71875 65.921875 \r\n",
"Q 24.65625 65.921875 20.015625 65.03125 \r\n",
"Q 15.375 64.15625 9.8125 62.3125 \r\n",
"L 9.8125 71.09375 \r\n",
"Q 15.4375 72.65625 20.34375 73.4375 \r\n",
"Q 25.25 74.21875 29.59375 74.21875 \r\n",
"Q 40.828125 74.21875 47.359375 69.109375 \r\n",
"Q 53.90625 64.015625 53.90625 55.328125 \r\n",
"Q 53.90625 49.265625 50.4375 45.09375 \r\n",
"Q 46.96875 40.921875 40.578125 39.3125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-51\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(188.713803 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-51\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_5\">\r\n",
" <g id=\"line2d_5\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"250.554416\" xlink:href=\"#meaac4eb725\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_5\">\r\n",
" <!-- 40 -->\r\n",
" <defs>\r\n",
" <path d=\"M 37.796875 64.3125 \r\n",
"L 12.890625 25.390625 \r\n",
"L 37.796875 25.390625 \r\n",
"z\r\n",
"M 35.203125 72.90625 \r\n",
"L 47.609375 72.90625 \r\n",
"L 47.609375 25.390625 \r\n",
"L 58.015625 25.390625 \r\n",
"L 58.015625 17.1875 \r\n",
"L 47.609375 17.1875 \r\n",
"L 47.609375 0 \r\n",
"L 37.796875 0 \r\n",
"L 37.796875 17.1875 \r\n",
"L 4.890625 17.1875 \r\n",
"L 4.890625 26.703125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-52\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(244.191916 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_6\">\r\n",
" <g id=\"line2d_6\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"306.03253\" xlink:href=\"#meaac4eb725\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_6\">\r\n",
" <!-- 50 -->\r\n",
" <defs>\r\n",
" <path d=\"M 10.796875 72.90625 \r\n",
"L 49.515625 72.90625 \r\n",
"L 49.515625 64.59375 \r\n",
"L 19.828125 64.59375 \r\n",
"L 19.828125 46.734375 \r\n",
"Q 21.96875 47.46875 24.109375 47.828125 \r\n",
"Q 26.265625 48.1875 28.421875 48.1875 \r\n",
"Q 40.625 48.1875 47.75 41.5 \r\n",
"Q 54.890625 34.8125 54.890625 23.390625 \r\n",
"Q 54.890625 11.625 47.5625 5.09375 \r\n",
"Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
"Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
"Q 12.796875 0.140625 7.71875 1.703125 \r\n",
"L 7.71875 11.625 \r\n",
"Q 12.109375 9.234375 16.796875 8.0625 \r\n",
"Q 21.484375 6.890625 26.703125 6.890625 \r\n",
"Q 35.15625 6.890625 40.078125 11.328125 \r\n",
"Q 45.015625 15.765625 45.015625 23.390625 \r\n",
"Q 45.015625 31 40.078125 35.4375 \r\n",
"Q 35.15625 39.890625 26.703125 39.890625 \r\n",
"Q 22.75 39.890625 18.8125 39.015625 \r\n",
"Q 14.890625 38.140625 10.796875 36.28125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-53\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(299.67003 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_7\">\r\n",
" <!-- total_bill -->\r\n",
" <defs>\r\n",
" <path d=\"M 18.3125 70.21875 \r\n",
"L 18.3125 54.6875 \r\n",
"L 36.8125 54.6875 \r\n",
"L 36.8125 47.703125 \r\n",
"L 18.3125 47.703125 \r\n",
"L 18.3125 18.015625 \r\n",
"Q 18.3125 11.328125 20.140625 9.421875 \r\n",
"Q 21.96875 7.515625 27.59375 7.515625 \r\n",
"L 36.8125 7.515625 \r\n",
"L 36.8125 0 \r\n",
"L 27.59375 0 \r\n",
"Q 17.1875 0 13.234375 3.875 \r\n",
"Q 9.28125 7.765625 9.28125 18.015625 \r\n",
"L 9.28125 47.703125 \r\n",
"L 2.6875 47.703125 \r\n",
"L 2.6875 54.6875 \r\n",
"L 9.28125 54.6875 \r\n",
"L 9.28125 70.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-116\"/>\r\n",
" <path d=\"M 30.609375 48.390625 \r\n",
"Q 23.390625 48.390625 19.1875 42.75 \r\n",
"Q 14.984375 37.109375 14.984375 27.296875 \r\n",
"Q 14.984375 17.484375 19.15625 11.84375 \r\n",
"Q 23.34375 6.203125 30.609375 6.203125 \r\n",
"Q 37.796875 6.203125 41.984375 11.859375 \r\n",
"Q 46.1875 17.53125 46.1875 27.296875 \r\n",
"Q 46.1875 37.015625 41.984375 42.703125 \r\n",
"Q 37.796875 48.390625 30.609375 48.390625 \r\n",
"z\r\n",
"M 30.609375 56 \r\n",
"Q 42.328125 56 49.015625 48.375 \r\n",
"Q 55.71875 40.765625 55.71875 27.296875 \r\n",
"Q 55.71875 13.875 49.015625 6.21875 \r\n",
"Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
"Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
"Q 5.515625 13.875 5.515625 27.296875 \r\n",
"Q 5.515625 40.765625 12.171875 48.375 \r\n",
"Q 18.84375 56 30.609375 56 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-111\"/>\r\n",
" <path d=\"M 34.28125 27.484375 \r\n",
"Q 23.390625 27.484375 19.1875 25 \r\n",
"Q 14.984375 22.515625 14.984375 16.5 \r\n",
"Q 14.984375 11.71875 18.140625 8.90625 \r\n",
"Q 21.296875 6.109375 26.703125 6.109375 \r\n",
"Q 34.1875 6.109375 38.703125 11.40625 \r\n",
"Q 43.21875 16.703125 43.21875 25.484375 \r\n",
"L 43.21875 27.484375 \r\n",
"z\r\n",
"M 52.203125 31.203125 \r\n",
"L 52.203125 0 \r\n",
"L 43.21875 0 \r\n",
"L 43.21875 8.296875 \r\n",
"Q 40.140625 3.328125 35.546875 0.953125 \r\n",
"Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
"Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
"Q 6 8.015625 6 15.921875 \r\n",
"Q 6 25.140625 12.171875 29.828125 \r\n",
"Q 18.359375 34.515625 30.609375 34.515625 \r\n",
"L 43.21875 34.515625 \r\n",
"L 43.21875 35.40625 \r\n",
"Q 43.21875 41.609375 39.140625 45 \r\n",
"Q 35.0625 48.390625 27.6875 48.390625 \r\n",
"Q 23 48.390625 18.546875 47.265625 \r\n",
"Q 14.109375 46.140625 10.015625 43.890625 \r\n",
"L 10.015625 52.203125 \r\n",
"Q 14.9375 54.109375 19.578125 55.046875 \r\n",
"Q 24.21875 56 28.609375 56 \r\n",
"Q 40.484375 56 46.34375 49.84375 \r\n",
"Q 52.203125 43.703125 52.203125 31.203125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-97\"/>\r\n",
" <path d=\"M 9.421875 75.984375 \r\n",
"L 18.40625 75.984375 \r\n",
"L 18.40625 0 \r\n",
"L 9.421875 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-108\"/>\r\n",
" <path d=\"M 50.984375 -16.609375 \r\n",
"L 50.984375 -23.578125 \r\n",
"L -0.984375 -23.578125 \r\n",
"L -0.984375 -16.609375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-95\"/>\r\n",
" <path d=\"M 48.6875 27.296875 \r\n",
"Q 48.6875 37.203125 44.609375 42.84375 \r\n",
"Q 40.53125 48.484375 33.40625 48.484375 \r\n",
"Q 26.265625 48.484375 22.1875 42.84375 \r\n",
"Q 18.109375 37.203125 18.109375 27.296875 \r\n",
"Q 18.109375 17.390625 22.1875 11.75 \r\n",
"Q 26.265625 6.109375 33.40625 6.109375 \r\n",
"Q 40.53125 6.109375 44.609375 11.75 \r\n",
"Q 48.6875 17.390625 48.6875 27.296875 \r\n",
"z\r\n",
"M 18.109375 46.390625 \r\n",
"Q 20.953125 51.265625 25.265625 53.625 \r\n",
"Q 29.59375 56 35.59375 56 \r\n",
"Q 45.5625 56 51.78125 48.09375 \r\n",
"Q 58.015625 40.1875 58.015625 27.296875 \r\n",
"Q 58.015625 14.40625 51.78125 6.484375 \r\n",
"Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
"Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
"Q 20.953125 3.328125 18.109375 8.203125 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 75.984375 \r\n",
"L 18.109375 75.984375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-98\"/>\r\n",
" <path d=\"M 9.421875 54.6875 \r\n",
"L 18.40625 54.6875 \r\n",
"L 18.40625 0 \r\n",
"L 9.421875 0 \r\n",
"z\r\n",
"M 9.421875 75.984375 \r\n",
"L 18.40625 75.984375 \r\n",
"L 18.40625 64.59375 \r\n",
"L 9.421875 64.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-105\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(156.825781 252.916562)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-116\"/>\r\n",
" <use x=\"39.208984\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
" <use x=\"100.390625\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
" <use x=\"139.599609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"200.878906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"228.662109\" xlink:href=\"#DejaVuSans-95\"/>\r\n",
" <use x=\"278.662109\" xlink:href=\"#DejaVuSans-98\"/>\r\n",
" <use x=\"342.138672\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" <use x=\"369.921875\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"397.705078\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_2\">\r\n",
" <g id=\"ytick_1\">\r\n",
" <g id=\"line2d_7\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L -3.5 0 \r\n",
"\" id=\"m3cf728d86d\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"10.7\" xlink:href=\"#m3cf728d86d\" y=\"115.92\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"line2d_8\">\r\n",
" <path clip-path=\"url(#p59ba468fa8)\" d=\"M 45.673743 115.92 \r\n",
"L 251.497544 115.92 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_9\">\r\n",
" <path clip-path=\"url(#p59ba468fa8)\" d=\"M 102.691374 115.92 \r\n",
"L 162.496781 115.92 \r\n",
"\" style=\"fill:none;stroke:#3f3f3f;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_3\">\r\n",
" <path d=\"M 10.7 224.64 \r\n",
"L 10.7 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_4\">\r\n",
" <path d=\"M 345.5 224.64 \r\n",
"L 345.5 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_5\">\r\n",
" <path d=\"M 10.7 224.64 \r\n",
"L 345.5 224.64 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_6\">\r\n",
" <path d=\"M 10.7 7.2 \r\n",
"L 345.5 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 1.5 \r\n",
"C 0.397805 1.5 0.77937 1.341951 1.06066 1.06066 \r\n",
"C 1.341951 0.77937 1.5 0.397805 1.5 0 \r\n",
"C 1.5 -0.397805 1.341951 -0.77937 1.06066 -1.06066 \r\n",
"C 0.77937 -1.341951 0.397805 -1.5 0 -1.5 \r\n",
"C -0.397805 -1.5 -0.77937 -1.341951 -1.06066 -1.06066 \r\n",
"C -1.341951 -0.77937 -1.5 -0.397805 -1.5 0 \r\n",
"C -1.5 0.397805 -1.341951 0.77937 -1.06066 1.06066 \r\n",
"C -0.77937 1.341951 -0.397805 1.5 0 1.5 \r\n",
"z\r\n",
"\" id=\"m4df719aec5\" style=\"stroke:#3f3f3f;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p59ba468fa8)\">\r\n",
" <use style=\"fill:#ffffff;stroke:#3f3f3f;\" x=\"127.365265\" xlink:href=\"#m4df719aec5\" y=\"115.92\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <defs>\r\n",
" <clipPath id=\"p59ba468fa8\">\r\n",
" <rect height=\"217.44\" width=\"334.8\" x=\"10.7\" y=\"7.2\"/>\r\n",
" </clipPath>\r\n",
" </defs>\r\n",
"</svg>\r\n"
],
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"ax = sns.violinplot(x=tips[\"total_bill\"], bw=.2)"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAX8AAAEGCAYAAACNaZVuAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOy9d3xc1Zn//z73TlW3LFmWewU3sA02JcbUQAKmZEmoSYCE0DYh1FCSbMqWtO+W7G+/u8nyTQIk2bBJAIOxDdjYBhdchXsvWG6y1aWZ0dR7z++PmbFlW7JmRnOnSOf9euk1M3dm7nl8Pfdzz33OU4SUEoVCoVD0L7RsG6BQKBSKzKPEX6FQKPohSvwVCoWiH6LEX6FQKPohSvwVCoWiH2LLtgGJUlFRIUeNGpVtMxQKhSKvqKmpaZRSVp65PW/Ef9SoUWzYsCHbZigUCkVeIYSo7Wq7cvsoFApFP8Ry8RdClAkhXhdC7BJC7BRCXC6EKBdCLBZC7I09DrDaDoVCoVCcIhMz/38H3pNSTgCmAjuBF4AlUsrxwJLYa4VCoVBkCEvFXwhRAlwJ/BZAShmSUrYCtwGvxj72KvAFK+1QKBQKxelYPfMfAzQALwshNgohfiOEKASqpJR1ALHHQV19WQjxsBBigxBiQ0NDg8WmKhQKRf/BavG3ARcBv5JSTgd8JOHikVK+JKWcIaWcUVl5VqSSQqFQKFLEavE/AhyRUq6NvX6d6MXghBCiGiD2WG+xHQqFQqHohKXiL6U8DhwWQpwf23QdsAOYB9wf23Y/8LaVdigUClDl2xWdyUS0z+PA/wghtgDTgJ8APwOuF0LsBa6PvVYoFBZRU1PDl798L9u2bcu2KYocwfIMXynlJmBGF29dZ/XYCoUiyvbt2wmHI+zfv58pU6Zk2xxFDqAyfBUKhaIfosRfoVAo+iFK/BWKfkQkEsm2CYocQYm/QtEPiIt+IBDIsiWKXEGJv0LRD4iLvhJ/RRwl/gpFP6CjowMAv9+fZUsUuYISf4WiHxAX/fhFQKFQ4q9Q9AO8Xi8APp8vy5b0DVatWsVLL72U11nTSvwVin6Ax+sBoN3TnmVL+ga//OUvWbx48cmLaj6ixF+h6Ad4PVHx98QeFekhn0NnlfgrFH2cSCSC3x+N8vF6vHntqsg1wuFwtk1IGSX+CkUfp62tDQBbqQ3DMNSibxoJhULZNiFllPgrFH2c9vaon98x0A5Aa2trNs3pUwSDwWybkDJK/BWKPk5LSwsAjkol/ulGib9CochZ4mLvrHCc9lrRe/I5Y1qJv0LRxzk183ec9lqRGp0XzPM5Y1qJv0LRx2lubsbm0tELNDSbRnNzc7ZNyms6L/Lm8+K5En+Foo/T0tKCXqgjhMBWqKuZfy/pLPhK/BUKRc7S1NyEVhA91bUCNfPvLZ1LZORzuQwl/gpFH6e5uRm9MHqq64UaTc1NWbYov+lc0kGVd1AoFDmJaZq0t7ejF+gA6AU6rS0q2qc3dC6RocRfoVDkJB6PB9MwTxP/YDCY1/Hp2SYu+IWapsT/XAghDgohtgohNgkhNsS2lQshFgsh9sYeB1hth0LRH4mXdugs/qBi/XtDXPAH2Gy0x45vPpKpmf81UsppUsoZsdcvAEuklOOBJbHXCoUizcRLO+hu7bTH+HZF8rS3t6MJQamu5/VxzJbb5zbg1djzV4EvZMmOtFJfX8+hQ4eybYZCcRIl/unH4/FQoOu4Y26ffK2Smgnxl8AiIUSNEOLh2LYqKWUdQOxxUFdfFEI8LITYIITY0NDQkAFTe8ezzz7LM888g2EY2TZFoQBOuSg0V9Tdozm107Yrkqe9vR23puHWNMKRSN6WeMiE+M+SUl4E3Ah8UwhxZaJflFK+JKWcIaWcUVlZaZ2FaSKe6p2vP4ZcwjAMtmzZwrFjx7JtSl4Tj0PXnCL66NJO265IHk97Oy7AreX3hdRy8ZdSHos91gNzgUuAE0KIaoDYY73VdmQSFUnRezZt2sQ//MM/8L3vfS/bpuQ1HR0dCE0g9Jj426OnfD7XpMk2nWf+8df5iKXiL4QoFEIUx58DNwDbgHnA/bGP3Q+8baUdmcA0zZPP1YnVe+InVL7OqnIFv9+P5tAQIir+Qo9eCNRvNHU8Hg8uTcOV5zN/m8X7rwLmxn54NuBPUsr3hBDrgb8IIR4EDgF3WGyH5XR29eRzvY9cofMxNE0TTVMpKakQCoXQbKcfO82m5XUHqmwipaSjowNXQUHeu30sFX8p5QFgahfbm4DrrBw703T2oebrjyGX6Cz+fr+fwsLCLFqTv4RCIYRNnLZNswkl/ikSCAQwTBOXpuHMc/FX06k00VdSvnOFzsdTLU6mTiQSQZxxlgtdEIlEsmNQnhP/LTqFOOn2ydc7fSX+aaLzok++LgDlEp0voJ0vBIrkMAzj7LNcU+KfKifFX9OwCYEuRN5OTpT4p4m2TmneKnW+93S+gCrxTx0pJYjT3T5CkLeJSdkmvrbnjB1Tp67n7eK5Ev80ERd8oTtOuxAoUqOttZWBrugJpo5n6kRF/gyhF6dHpykSJ+7iccRcPg6Rv5FTSvzTREtLC0J3IBxlqlNSGmhra6U61oBEiX8vOWPmH9109jZFz8Rn/o7Y8bMLkbdJnUr800RzczPCVojUC2loVM0yeoNhGLS1exjo0rDrQl1M043y+KRMPIHTFhd/8jejX4l/mmhsbELqhQh7Ec1NSvx7g8fjwTRNiu2CEoemxL+3KP9+2oiLvz0m/jYgqMS/f9PQ2Aj2IrAV4fd35K0fMBeIi32JQ1Bsk0r8e4EQ4qyZvkS5fVLlTPG3a1relnNR4p8GDMOgrbUFYYvO/AGa1Ow/ZeINxkscgmK7oKkx9yu65ipdirxU4p8q8eQ4W6eZf0iJf/+lpaUFKSXCXhyd/aPEvzfEj12JXVDqEDTHjq8ieZTIp5dQKIQmBFpc/EX+Zksr8U8DJ4XeXoiwKfHvLY2NjWgCih1Rn384HFGx/oqcIBgMYu9UZ8omBEEl/v2XuJtC2IrAHq1Bo8Q/dZqbmyl26NFWebE69Op4poa6Y0ovwWDwpL8for5/NfPvx8TFH1sRQuhodvepbYqkaWpqotQefV7qiJ5o6nimRlcZvirJK3VCodBJfz/ExD8czsvjqcQ/DbS0tCCEDrozukEvVBEqvaCpsYESR/R5SUz8Gxsbs2hR/mKaJpyp/Ur8U8bv959M8AJOuoDyMeJHiX8aaG1tRbMXnFxck7pb1fdJESklTc3NJ0W/2C7QhJr5p0pXVT3RlPinit/vx97pdfxCkI+h3Ur800B7eztSd53aoLtpa1cLlKnQ0dFBKBSm1BH9aWpCUOzQ1Z1UikQikS6qekI4HM6KPfmOz+s9WdQNOFnTPx8reyrxTwMerxepnRJ/oTvxquiUlIiLfLH91AlWbFcz/1QJhoJnNXNBV+KfKl6v92QdfwBX7EKQjz08lPinAa/XB5rj1AbdSSDgj9ZSVyRF3F3WWfyLbNCqZv4pEQqFTjZvj6PZ8jcrNdt4vd6T7RuBk8/zMRRZiX8a6OjoOLXYC6BFn+drwadsEq/gWdhZ/O2C1lYl/qkQCAQQ9tPFX9gFgaD6bSaL3+8nEAxS0En8C3QdyM/Ks0r800AwEEBonZaBtGhrZCX+yRM/iYo6CVahXeDx+tQiZQoEg0G0M8Rfs+dvDfpsEr8rLYwJPnDyQpCPeShK/NNAOBwGceoHEb8Q5GvyRzaJ+07dtlPbCmwC0zSVYKWAv8OP5jj9NBcOTR3LFIiHG5d0En9dCIpttrwMRVbi30sMw8A0DRCd1Cp2IVDinzxerxeXTTtZOwWgwHbqPUXihMNhIpHIWeKvOQQBf0Bl/ybJ8ePHgdPFH6BY06ivr8+GSb0iI+IvhNCFEBuFEPNjr0cLIdYKIfYKIf4shHD0tI9c5WTUhNbpBxETf9UkO3k6OjpwnxGd4tTzN5Y6m8QvlprzDLePQ8M0TeWWTJK6urroTP8M8R+g6xw7ejRLVqVOpmb+TwA7O73+OfBvUsrxQAvwYIbsSDsnBV4o8U8HgUCAMyaqSvxTJN5vVnOefkB1V/S1upNKjiNHjlBut6MJwbK2NpbF1qcG2u20tbfnXcSP5eIvhBgGzAF+E3stgGuB12MfeRX4gtV2WMUpge90KGPir2KpkycQCGA/41cZf61mqslxauZ/htvHmb+JSdmk9uBBBsZm/fXhMPWx87vCFvVLHjp0KGu2pUImZv6/BJ4D4qEaA4FWKWVcNY8AQ7v6ohDiYSHEBiHEhoaG3GzoERd4cZrbJ3pY1cw/eULBIHZxui86Lv5qDSU5uhV/V/7GpmeL1tZWmltaqLLbz3pvUGzbgQMHMm1Wr7BU/IUQNwP1Usqazpu7+GiXK09SypeklDOklDMqKystsbG3dOX2EcrtkzKhUAibdvpPxB57re6kkiMu/rpLo2lFC00rorkSulO5fZJl3759AAzuQvwLdZ0Sm429e/dm2qxeYev5I71iFnCrEOImwAWUEL0TKBNC2GKz/2HAMYvtsIyTs9HOPv/YXYDKokwew4hwRlg68WuByphOjpMzf5dOqPHUhVNTPv+k2bVrF5oQVDm6jk0ZYreza+fOaEe/POmeZunMX0r5opRymJRyFHA3sFRK+WVgGfCl2MfuB9620g4rOSn+nZO8hIrzTxXDMNDOLEUTe63upJLD4/GA6CLaR4l/0mzbto3BdvtpjVw6M9ThoKW19WQ4aD6QrTj/54GnhRD7iK4B/DZLdvSakxEop2X4Rp+rBcrk6Ur84+ebyvBNDo/Hg81lO2smqtk0NJumfP4J4vP5OHDgACO6mfUDjHBGS7ps2bIlU2b1moyJv5TyQynlzbHnB6SUl0gpx0kp75BS5q1/JB4xIU4r7BZ9Hg+1UySOlPIs8dc6vadIHI/Hc3KWfya6W1finyBbtmxBSslIp7PbzwyI+f03bdqUQct6h8rw7SUnb507FXYTQkfoDnVypYBpmmdFBMRnrmrmnxwej+csl08czaVm/onyySef4NJ1hpxj5i+EYLTDwdYtW/LG3avEv5e0t7dHn+ju07ZrNtep9xQJY5pnL5ipmX9qtLa1orm7PsWFC/X7TADDMNiwfj2jHI7TSo50xViXi2AoxLZt2zJkXe9Q4t9L2tra0HQHQjs9cMrUVCvHVJBdzvyjjyraJzna29u7d/u4dFrb1O+zJ3bt2oXX52Ocy9XjZ4c7nTg0jbVr12bAst6jxL+XNDc3g73o7DdshTQ1qe5TyRIxImf7/JX4J41pmni9XvRuZv66W7l9EmHNmjXYNI3R5/D3x7EJwRink3Vr1+bFb1WJfy+pb2hA6oVnbRe2IhqbGpWrIkkMw+CsroNK/JPG5/NhGiZ6gd7l+7pbJ+APqFyUc2AYBqs//pjRDgcOLTGpPM/lwuvz5YXrR4l/L2mobwB78dlv2IsJBYMqljpJwpEI+hm/yrj458tCWi4Q74XcrfgXRg+yck12z65du2hrb+d8t7vnD8cY7XLh0DQ+/vhjCy1LD0r8e4Hf78fr9SDsJWe9F9+Wj3W+s4WUklAojOMMv48QArsulPgnwUnxL+zG7VOon/Y5xdmsWrUKu6YxJgGXTxybEIx1Olm7Zk3OlyNR4t8L4sIuHF2If2xbPmX8ZZtQKIRpmji6mKw6ddV9KhninaVsRV1XcIlvz8cOVJnAMAzWrF7NGIcDe4Iunzjnu934OjrYunWrRdalByX+vSAu7MJeevabjtLTPqPomXjCnEs/O6TObVMliJOhvr4eBNgKu3b72Iqi23O1Wm622bZtGx6vNymXT5xRTicuXWfVqlUWWJY+lPj3grq6uugTR9lZ7wnNjuYoOvUZRY/Eo08Kz1zxBdy6KkGcDMePH8dRYkd0cSGFaDcvW4FN/T67YfXq1Tg0jdEJhHieiS4EYx0O1q9bl9OuHyX+vaCurg7NXoDQu878k7YSdXIlQXzxsfDMsp5AkQ1am1XobKIcPXYUvbTrWX8cW6nOsbq8LahrGYZhsHbNGsY4ndhSrNB5ntuNPxDI6Vo/Svx7QV1dHbIrl08cRxnHjinxT5S4/7nUcfYJV+oQNDY3ZdqkvMQwDI4ePYp9wLkrttvLbRw6dEiFI5/Bjh078Pp8nJfCrD/OSKcTp67ndMKXEv9ecPRYHZxD/IWjFK/Xo3zVCdLQ0IAASroQ/zKnRiAQVK6fBDh+/DiRcATHwO5r0QA4Btrxd/jVou8ZrF+/HpsQjEoiyudM9Fitnw3r1+dsfooS/xQJBAK0t7UiHOcQf3t0LUAt+iZGXV0dA1z6WZ28AAa6otvUseyZeNcp56Czu051xlEZvTjkW/tBK5FSsmH9ekakEOVzJmNdLjxe78n/j1xDiX+KnDhxAuDc4q8ifpLi8KFDVHZzp10ZK1Nw+PDhDFqUn+zduxfNrmEf0IP4VzgQmmD37t0Zsiz3OXbsGA2NjSkt9J7JKKcTjWhV0FxEiX+KnDPMM04s1j9+oVB0Tzgc5lhdHVXd1KIpd0YTvWprazNsWf6xfcd2nIOjwn4uNJvAWeVgx44dGbIs99m8eTNAQrV8esKlaQx2OE7uM9dQ4p8iJ2fz55r5a3Y0e6Ga+SdAbW0thmEwtKjrn6QmBEMKNPbvz81b6Fyhra2NI4eP4BqSmHg5hzj59NNP1bpUjC1btlBmt1NqS09785EOBwcOHMjJ43tO8RdCvCOEmNfdX6aMzEVOnDiBZnMh9HOfZNJewvHjaubfE3v37gVgWDflCACGFgoOHDiQ07HT2SY+y3SPSMxt4R7hxDTNvChEZjWGYbBzxw6G28/tLkuG4U4nUkp27tyZtn2mi54ub/+cESvykBMnTkAXNX3Owl5CnZr598iOHTsodeqUObsX/5HFOh8fD3LgwAHOP//8DFqXP9TU1GArsOGoTEzAXFVOdKdOTU0Nl156qcXW5TaHDx+mw+9nWNnZSZupUu1woAvBjh07mDFjRtr2mw7OKf5Syo8yZUi+UXf8ODIB8Rf2Elqb9hAKhXCcow1cf8Y0TXZs38aYLtoidGZ0cTRpafv27Ur8uyAUClHzSQ2uMc6zuqF1h9AFrhFO1m+IhiTq+rkTw/oy8YXvoWk8T21CUGW3s3vXrrTtM1305PbZKoTY0t1fpozMNSKRCE2Njede7I0hHKUgpaqhcg4OHTpEu8fLmB4yUgvtgsGFOlu25OYCWrbZsmULwUCQwjHJ1aMpHOvG6/H2+4XfPXv2UGizUZLmC+AQu50Dn36ac+7Kntw+N2fEijyjsbER0zTRu6jmeRb2U+GeQ4cOtdiy/GTTpk0AjO9B/AHGl2h8vGs3fr8fdwpFt/oyK1euxObWcQ9LLkzRPdKFZtdYuXIlF1xwgUXW5T57du+m2mZL+K4pUaodDjb4fBw8eJDx48endd+94Zwzfyll7bn+etq5EMIlhFgnhNgshNguhPhxbPtoIcRaIcReIcSfhRB55Q85FenTs29Qxfr3TE1NDdWFOiWOnoPPzivTMQwjp2umZAO/38/69etwj3F1W8ytOzSbRsEYF6tXr+63nb08Hg/HT5xgcBoXe+NUx9xIuZbs1ZPbZ2Xs0SOEaD/zMYH9B4FrpZRTgWnA54UQlwE/B/5NSjkeaAEe7N0/I7PEi7WdK8HrJLoLTXeqAm/d0N7ezu7du5lQlljU8cgiDbdNY/369RZbll98/PHHhEJhiiac3VI0EYomFMYuIP3zuMaFudqCdbliXafIZmPPnj1p33dv6Gnmf0XssVhKWXLmY087l1HifQztsT8JXAu8Htv+KvCFlP8FWeDo0aPRSp56QY+fFUKAo4yjR1X1xK7YsGEDUkomDkjMz6prgvNLBTUb1hOJRCy2Ln9YsmQJjgEOnFWpiZdrqBN7iZ0PlnyQZsvyg7179yLAkpk/QLXNxt58Ev/OCCEuEkJ8WwjxuBBiehLf04UQm4B6YDGwH2iVUsbP3CNAXjnDjx49hnCUneUbNI6vwDi+4qzPS0cZh48cyZR5ecWaNWsoc+kMKUg833BSuQ2vr6PfL1DGqa2tZe/evRRNKkjZXy2EoHCim+3btvfLu9Q9u3dTkUSj9mSpdjg4UV+fUz2TE/qXCiF+QHSGPhCoAF4RQnw/ke9KKQ0p5TRgGHAJMLGrj3Uz7sNCiA1CiA25FC1z6NAhpKP8rO0y2IgMnl0hUTjKaWttycksv2zi8/nYsmULU8pEUqJ1XpmOQxesXr3aQuvyh0WLFiF0QdGEnu9Ez0XxxCKEECxevDhNluUHhmGwe/duhqQpq7crhsTcSblURynRy9w9wEwp5Q+llD8ELgO+nMxAUspW4MPYd8uEEPEjPQzo0icipXxJSjlDSjmjsrIymeEsw+Px0N7ehnCeLf7dEf/soUOHrDIrL1m3bh2GYTBlYHInnV0TTCjTWLtmTb93/XR0dPDRRx9ROM6N7updiKKtUMc9xsXSpUv71cLvp59+SiAYTGt8/5lU2e3YNC2n7lYTFf+DQOf4MSdR9805EUJUCiHKYs/dwGeBncAy4Euxj90PvJ2gHVnn4MGDAAhnRcLfEa6K076riLJq1SrKXXqXJR0W1AZZUNu9AF1QbsPj9eZ8k2yr+eijjwgGg5Rc0EOGXIKUXFCEz+fL+f6z6SRe2mJEGoq5dYdNCIba7WzJoSJvPUX7/IcQ4v8jGrWzXQjxihDiZWAb4D3Xd2NUA8tiCWHrgcVSyvnA88DTQoh9RF1Jv+3NPyKTfPrpp8ApQU8IWyGazX3yu4poAbKtW7cwZYDWpcunzmdS5zO7/f55ZToum9avROpMTNNkwcIFuKqcOKvSI1yuIU6cAx0sWLig33T42rhxI5UOB4UWZzePdDo5cvQoTU250ZGup5n/BqAGmAt8l+iM/UPge8C7Pe1cSrlFSjldSnmhlHKKlPLvY9sPSCkvkVKOk1LeIaXMm3vMffv2oTlKELbEE4yEEEhnJXv35lacbzZZs2YNpimZWpGan9WmCSaVaaxdu6ZfuSg6s2nTJk4cP0HxhamFd3aFEILiCws5VHsop1wUVuHz+di9axejM1B6JV4mOlfq+/cU6vnquf7inxNCvGG9qbnBrt17kK5BSX9PuKs4cvQIHR0dFliVf6xYsZyqAp0qd+rZlFMrbAQCwZw5mTLNO/PfwV5ko3Bs7xZ6z6TwvAJsbp358+endb+5SE1NDYZpMi4NzVt6YqDNRpndnjN9fdMV1zQmTfvJaRoaGmhpbkK4Byf9XeGuBilzLtEjG9TX17N79x4uLO/a5ZMoY0o0ih3RsgT9jYMHD7Jt6zaKphQmndHbE5pNo2hyIRtqNnDsWN/OT/n4448pttksi+/vjBCC8U4n27Zupb09kRxZa0mX+PcL52D8NlgrSD4tQRQMBqGxffv2dJuVd8T99BcmGeVzJpoQXFCu8UlNTb8Lo503bx6aXaN4cnoWes+k5IIihCb69Ozf4/GwaeNGzncmXgW1t0xwuzFMMyfClFUnryTYvHkzmt0NzoFJf1dodoR7cM62dMskK5YvZ0SxTrmr9z+/CwfaiBhGztxKZ4LGxkZWrVpF0cQC9DQcw67QC3SKzi9g2YfLcioxKZ0sX74cwzSZVJBet9m5qLTZqLTbWbZ0acbG7I50/XIyc9nMIoZh8MknG5Hu4alnURYO59NPP6W5uTnN1uUPtbW1HD5yhKnl6YmsGFaoMdCts2L58rTsLx+YP38+EknJ1GJLxymdXkwkHGHhwoWWjpMNpJR8sHgx1Q4HlRlw+cQRQjDF7Wb/gQNZj/5Ll/g/n6b95Cy7du3C5/OiFY9OeR/x727YsCFdZuUdK1asQBNwQS9dPnGEEFxYrrF9x/acCaGzkvb2dhYvXkzheDf2EusyUgHsZXYKxrp57733+pxbbceOHRw5epQLslAWfFJBATZN4/3338/42J1JtZnL1s7NXKSUi6w3NbusWrUq6ropGpn6ThzlaK5yVq7sn7HppmmyYvlyxpXqFNrTd7M4baANKaOLd32dBQsWEAqFKL0ogV4SaaDs4hL8fn/WhSrdvPfuu7h0nQkpiP+ytjbqw2Hqw2H+3NjIsra2pL7v0jQmulysWL4cj8eT9PjpoqeZ/83ALV38xbf3C4LBYFSwi0YhtNRvEYUQUDyenTt3RHsA9zN27txJc0sL09I0649T4dYYVqTz0YcfpnW/uYbX62XhuwspGOvGUZ4ZV4Wz0oF7pIt578zD7/dnZEyrOXHiBGvXreMCtxt7CoXc6sNhQlISkpIjoRD1KXToml5YSCgc5oMPsldF1dJmLn2F1atX4/d3oJVN7vW+tNIJQP8rngXRBTanriVcvjkZpg7UqT10qE/XT5o/fz4Bf4ABMzIz648zYGYJPq+P9957L6PjWsXChQsRRAU4W1Ta7Yx0Olkwf37W2jsmWtXzMiHEeiGEVwgREkIYCTZzyXuklLw9bx6aqxxRMKTX+xP2IkTxGBYv/qDPzKQSIRgMsvrjj5k0QMOR5rh0iEb9aCJ6gemLtLe3M3/B/OisvyK5bNSmFS0EG0MEG0PUza2naUVLUt93Vjlxj3Tx9ttv573v3+PxsOSDD5jgclGc5Wb1MwoLaWtvZ8WKs8vAZ4JE73n+L9HKnnsBN/AN4D+sMiqXqKmp4cjhw4gB09IWC6wNnEZHh49Fi/r8UslJNmzYgD8QYHqK5Rx6osguGF+qs/yjDzEMw5IxssncuXMJBoMMuCSB7nFnEGoMI0MSGZIEjgUJNSY/0xxwaSk+n4933nkn6e/mEu+//z7BUIgZRdbkRyTDSKeTQQ4Hb8+di2l2X8fKKhJ2eEkp9wF6rD7/y8A11pmVGxiGwWuv/S+asxRRel7a9qu5ByOKRvDm3Ll5P5NKlGXLllHq1BldYl1qyfQKGy2tbX2u0mdDQwPvvfceRecXZMzXfybOSgeFY928M/8dWlqSu3PIFYLBIAsXLGCM05nR8M7uEEIws7CQY8ePZ6V9ZqJnYkesyfomIcQvhBBPAdlzmGWIDz/8kEOHahEDL0WI9N4i6hWX0eHz8frrr/f84TynsbGRLVs2M32ghmZhJuXEAToFdo2lOZBAk05ee+01DGmkNOtPJwMuK5G6Z/4AACAASURBVCUcDvOXv/wlq3akytKlS/F4vczMgVl/nPNcLsrsdubOnZvxKqqJiv9XY5/9FuADhgO3W2VULtDW1sYf/vBHtIJqRMm4tO9fuCsRZZNYuHBhn6/zv2zZMqSEiyutjUu3aYKp5Rrr163Lidop6WD//v2sWLGCkqlF2IqtPX49YS+zUzy5kCVLluTdwnokEmHe228zxOFgmIV1+5NFE4KLCwrYv39/xku/JCr+X5BSBqSU7VLKH0spnyYa7tknkVLy29/+lo6ODrTBV1lW90OvvBx0F//5n//VZztSGYbB0iUfMLY0PeUcemLmIDsRw+DDPhD2KaXkdy//DpvbRlmG4vp7omxmCZpD45VXXsmrev+rV6+msamJS3Jo1h9nckEBBbrO22+9ldFxEz0b7+9i2wNptCOnWL58OatXr0ZUzESkUMcnUYTNhRh0JQcPfpq3t9I98cknn9DY1MylgzIza60q0BhZrLPo/fezsoiWTlatWsWe3XsovbQYzZkbZbh0t07pzGK2bt2aN5nqUkrefustBtrtjMmhWX8cuxBMLyhg0+bN1NZmLoK+pwzfe4QQ7wCjhRDzOv19CPTJXPrDhw/z0kv/D1EwBG3gRZaPp5WMRZRNYu7ct9i4caPl42Wad99dSIlTY4IFsf3dcVmVjRP19WzatCljY6Ybv9/Pq79/FWelg+KJubW8VjKlCEe5g9+9/Lu8aKSzZcsWag8d4uLCwoxV70yWqYWF2DWNefPmZWzMnqYTHwP/AuyKPcb/ngY+b61pmcfn8/Hzn/+CiNTRh1yPEJmZbelVV6C5BvJv//ZL6urqMjJmJqitrWXr1m1cNkhHz+BJN3mATolTY/78/A1LfOONN2htaaX8yjKElluCJXRB+exSGhsaMypWqfLOO+9QqOtMzEIdn0RxaxpT3G5WrVyZscKPiWT4fiilvJzoBaA49ndEStmnnNSRSIR//ud/4UR9PWLI5xD2zPkGhWZHG3ojwbDJT376U7zeRNoj5z7z5s3DrgtmDkourG5BbZC6DpO6DpPf7PCfs5F7V+ia4PJBOlu3bst65cRUOHLkCO+88w5FEwpxDc49NwWAe5iLwnFu3pz7Zk6XKjl8+DCbN29mWkEBthyd9ce5qLAQ0zQzlkmdaIbvHcA64A7gTmCtEOJLVhqWSaSUvPTSS2zbthV98NVoacjkTRbhKEEMvZETx0/wi1/8H0KhUMZtSCf19fWsWrmSmZU6BbbkTro6n0nAgIABn3rO3ci9Oy4ZZMdl03jzzTeT/m42iQcbCLug/PLshnb2RPmsMkxMXn755Wyb0i3vvvsuuhBcmMGa/alSZrMxxuXig8WLM3L+J+rX+D4wU0p5v5TyPuAS4O+sMyuzvPbaayxbtgytYgZa2cSs2aEVDEGrvo6dO3fw7//+73mdqTp37lxAcsXg7CTTuGyCSwfprF27hsOHD2fFhlRYs2YN27Zto+zSYvSC7JYf6AlbkY3SGcXU1NRQU1OTbXPOwufz8dFHHzHB5aIgy6UcEuWiwkI8Xu/JbndWkqj4a1LK+k6vm5L4bk7z9ttvM3fuXETZJLSKS7JtDlrpeWiDZrFu3Tr++7//Oy8jVo4fP86ypUuZUaFTmsUolSsG23HoGn/+85+zZkMyBINBXn7lZZwVDsvaM6ab0qnFOAZEF3+zVaCsO5YvX04oFMpqAbdkGe5wMNBuz0gJ7UTPzHeFEO8LIR4QQjwALADyvr3P+++/zx//+EdEyTh0C+P5k0UfOA2tYgbLli3j5Zdfzqt4aoA///nPaEJy9dDsptAX2AWzqnTWrl3Lvn37smpLIrz11lu0NLdQPjv3Fnm7Q+iCAVeUUH+iPqc6fkkpWbxoEYMdDqocyRXCyyZCCC50u9m/f7/l61WJir8E/hu4EJgKvJTIl4QQw4UQy4QQO4UQ24UQT8S2lwshFgsh9sYeB6RkfS9YsmQJv/nNbxBFo9CHfLbXkT3G8RXIQCMy0Eikdi7G8d5V6tMqLkErn8p7773HH/7wh7y5AOzfv5+VK1fymSobJY7s3xxeUW2nyKHx+1dfzelj2NTUxFtvv0XhODeuIbm5yNsdBSPcFIxy89fX/0pbko1NrGLfvn0cPnIkK526esvEggJ0ISwvU5Lo2Xm9lPJNKeXTUsqnpJRzgRsT+F4EeEZKORG4DPimEGIS8AKwREo5HlgSe50xPvzwQ3796/9GFI1AH/r5tNTtkcFGMENghpAdx6Kve4EQAm3QLLQBF/DOO+/w2muv5bR4QXS29crLL1No17iyOvuFswCcuuDaITZ27tqV003e//d//xfDNBhweVm2TUmJAZ8pJRQM5Uytqo8++gibEJyfh+Lv1jTGOZ2sXLHC0sz/npK8HhNCbAXOP6ON46fAlnN9F0BKWSel/CT23APsBIYCtwGvxj72KvCF3vwjkmHFihX853/9F1rhUPShNyK03F0IEkKgVc2OJYHNzZkTqztWrlzJrt27uX6YDVeSET5WMmOQjcEFOq++8nJOJiUdPXqUjz76iOIphZb35bUKxwA7RZMKWLRoEfX19T1/wUIikQirVq5krNOJM4VOXbnAxIICvD4fmzdvtmyMno7Mn4i2a5zH6W0cL5ZSfiWZgYQQo4DpwFqgSkpZB9ELBDCom+88LITYIITY0NDQkMxwXbJ69Wr+4//+32hUzbCbEFrun2hCCPTBVyNKJ/CXv/wlFkWTe/h8Pn7/6isMK9ItL+CWLLoQ3DzSTmNTM2+88Ua2zTmLN998E2ETOVO/J1XKZpQgheStDNeoOZMdO3bg9fksm/UHTROXy8VNN92Ey+UiaEFQxiinE5eus2bNmrTvO05PSV5tUsqDUsp7zmjhmFQKmhCiCHgDeFJKmXC5RSnlS1LKGVLKGZWVlckMeRY1NTX88pe/RLgGxYQ/N9wSiSCEQK++BlEynj/96U85tbAW509/+hNt7e3cOspuadnmVBldojO9wsa8efNyKvSzoaGBFStWUDSpIOdDO3vCVmSjaEIBS5cuzWrN/3Xr1mHTNEZZVMcnKCXXXnstX/va17j22msJWuCO1YVgtMPB+nXrLAv5tvyeSAhhJyr8/yOljGfcnBBCVMferwYsvU/csWMH//zP/wLOCrRhNyO0/Fn9jyOEFl2YLh7Dyy+/zLJly7Jt0kl2797N4sWLuGyQjaGFuStgN45w4NQkv/71r3ImhHbRokVIJKVTi7NtSloonVYcreSaxZ4KmzZuZITdnlJz9kRwxhZjX375ZZYuXYrTosnOGJcLX0cHBw4csGT/loq/iMZO/hbYKaX8105vzeNUpdD7gbetsqG2tpaf/vRnmLaiqPDr+RVJ0ZnoBeAGROFwfvXrX+dEYk04HObXv/ovShw61w/P7YtqoV1w43Abe/bsZfHixdk2B8MwWLJkCQWj3Vmv1Z8u7GV23MNdLFq8KCsX2KamJk7U1zPCwuqdTk0jEAiwcOFCAoGAZesKI2Ihqtu2bbNk/1bP/GcRbQRzrRBiU+zvJuBnwPVCiL3A9bHXaae5uZl//Kd/ImToaMNuQdjyb+X/TISmRyOUnBX8y7/+q2WzgkSZO3cuR44e47ZRNpwWNGZPN9MrbIwr1fnjH/5AOtaResO2bdvweDwUnW9t6QEzdLqP2gxZK8pF5xfQ3NTM3r17LR2nK+L5HEPyKLa/Owp0nQF2u2U5KpaKv5RypZRSSCkvlFJOi/0tlFI2SSmvk1KOjz2mvYxdMBjkZz//OW3tXrRhcxD2vnFbDSB0B9qwORg4+enPfpY1/2ptbS1vvvkmUwfqnF+WHzNXIQRfGO3AiIT4fy+9lNXw2XXr1qHZNdwjXJaOYwbN03zUZtBa8S8Y7UboIiuhtbW1tQigIgd69KaDSl2n1qJkr/yMg0qA3/3ud3x64ABa9WcRropsm5N2hK0AbehNtLV5+dd//beM1wEyDINf/+pXuDTJnJH55Uob4NS4YZidjZs2sXLlyqzZsW37NpzVDjSbtaeh5tRO81Fb3RhGc2g4qxxs35HZtoQAJ06coNhux56DQQepUGaz0djUZMn53SfFf8WKFdEf+cCL0YrHZNscyxCuCrTBV7Fr107++te/ZnTsRYsWsW//fm4aYafQnn8n2mVVNoYV6bzy8u/weDwZH9/n83Hs6DFc1dZfODXH6T5qLQOZ185qBwc/PZjx6rRtbW0U9BHhByjUNAzTxOfzpX3ffU78m5ub+c1vfotWMBitMvuF2qxGKz0fUTqBN+fOzVj9mubmZv70p/9hfKnO1IG5G91zLjQh+JvRDrxeH3/84x8zPv7x48cBsA/ID3dZsjgG2DFNM+PrKoFAgPz39p/CEVtM9vv9ad93nxP/V199FX8giDb4uox14so2etUVCL2AX//6vzPi/vn9739PJBTillGOnCmGlwqDCzQ+M9jG0qVLM7442dgYLf9hy9OM3p6IRy9lWvx1XSc3gnjTgxlbk7LZ0v876VPquGfPHj7++GNE+TSEMz9rpKSC0J2IysuprT3I8uXLLR1r9+7drFq1itnVNga68v/nc+1QO8UOjZd/97uMLv7Gyx+LHCqDkU5EzBWY6TLPbreb/G6DdDrxBDKXK/1BAfl/9nbijTfeQLO5M9J4/UykETotnE4amf0JipLxaO5BvPHGm5bN/qWU/OH3v6fYkTuF23qLUxd8dqiNvfv2WZpKfybxGPg8vnFKiEzH+ldWVtJmGDlfBDFR2iIRCgsKKLSgJ0GfEf/jx4/zySefQNmU7JRuMIOnhdNhZraAmBACUT6dEyeOs2nTJkvG2Lp1K7v37OGaITYceRDTnygXVdqodOu8/te/ZEysioujoceGvy85KU5hBqL/rvi/M1MMGzaMoGHQnsdd8DrTGIkwdOhQS/bdZ8Q/3vYsa20YNedp4XRomQ9/FMWj0Wwuy8IX35o7lxKnZnnhtoAhT7uLChjWzuI0Ibh6iI1Dh4+wceNGS8eKU15eDkDEY13J3mwS/3cNGJDZVh0TJkwA4Eie98AGCEvJ8XCYCROt0bQ+I/6bNm1Ccw/KWjKX0B2nhdMJPfMxB0LoyMKRbNq0Oe23vceOHWPrtm1cUqljs7jLVCDCaXdRgQzo4wXlOsUOjUWLFlk/GDBkyBBsNhvB+vwXqa4I1odwuV1UVVVldNzhw4dTWlLC/kAgo+NawcFAAENKLrzwQkv23yfE3zRN9u3fD67B2TYl62juarxeT9prqq9cuRIhYEYGyjW7bJx2F+XKQECMrgkuqtDZuHFjRuL+7XY7Y8aOIVjXN8U/VBdm/LjxaBmup69pGp+ZNYsDwSCBHCnelyq7/H6Ki4qYMmWKJfvvE+Lv8XiIhMPgKM22KdnHEa0JHw8lTBfr161lZFF0dmw1Ll2cdhflytD6wuRyHSlldO0oA8y4eAbB+hDh9r7l+gk1hwk2h5g5c2ZWxr/mmmswpGRbR0dWxk8HHsNgXyDAVVdfja5bk0vTJ8S/I/afnI+lmtNO7BikMynE7/dTe+gQY0r6xM+lW4YUaLhtGrt3787IeJdffjkA3j3pz97MJt7dPoQQXHrppVkZf/To0UycMIGNHR1ELIj6GWS34xAChxAMczgYZEEdoRqvFykEn//859O+7zh94mx2xCr4Sdm3ZlApYUaPgSONVQ0PHz6MlDCksE/8XLpFCEF1geDTTzNTKXXw4MFMnToV77YOpMWL2pnCDJt4d3QwY+aMk4va2eCLX/oS7ZEIWy2Y/V9TWsogu51Bdjt3VVRwTWl6PQ5ew2BzRwezZ8+2dM2kT5zNZWVl0Qy4UFu2Tck+sWMwaFCXnTFTorW1FYASR98J7+yOEju0xf69meCWW24h4ovg2dk3Zv+ebV6MgMEtN9+SVTsuvPBCJk2cyBqvN+98/yvb25Gaxh133GHpOH1C/HVdZ8TIkRA4nm1Tso7pr8PldqdV/ONNzx0WR/nkAnZdZLTJ+4UXXsiECRNoW++xvM6+1RgBg7YaL1OnTWWiReGJiSKE4IGvfQ2/afJxFgr3pcqxUIjtfj9z5sxh8GBrA1j6hPgDzJwxA7PjODLszbYpWUNKA+E7yMUXXZTWKIt4annI7BuuiXMRMiROp7X19TsjhOD+++8n0hGhZZ01d66OCjvCIRAOgWuIE0eFNUmQLWvaMEMm9331Pkv2nyyjR4/m+uuvZ5PPR10exP0bUrK4rY0BZWV86Utfsny8PiP+s2fPRgiB2bI126ZkDdm2BzMS4Oqrr07rfisqov0QmgN9X/ybg1BRmdn+D+PGjeP666+nfYuXwPH033UMnD0AZ4UDZ4WD6r8ZxMDZ6U+88h8N4Nnu4+abb2bEiBFp33+qfPnLX2bAgAG839ZmyeJvOlnr8dAYDvPwI4/gdlvfdbDPiH9VVRWXXXY5snVrv5z9SzOCbKphxIiRTJ06Na37Hjp0KLqmcdSX326JnoiYkhN+k1GjRmd87K985SuUl5fTtKQl79w/RsCkaUkrg6oGcdddd2XbnNMoKCjg0cceoykcZmV7e7bN6Za6UIi1Ph+zZ89mxowZGRmzz4g/wL333oMuJMaJlX2msFOimE01mKE2Hnjg/rSXWXY4HEyaNIldrfklSslyoN0gZMi0XzwToaCggG8//m3CbRGalmenLWcqSClpXNaM4TN48okncVrYOD1Vpk+fzg033MAnPh+1GVzPSZSQafJuWxtlZWU8+OCDGRu3T4n/4MGDueOOO5Ce/ci2nRkdWzgrojH2mgNRMCT6OkOYHccwG2uYPXs2F1xwgSVjXHb55TT4DQ55+kbBrK74pCFCgdtl2THsicmTJ3PHHXfg3d1B+7b8uHtt3+Sh44Cfe++9l/Hjx2fbnG657777GDJkCO+2tdGRY0XflrS10RqJ8O0nnrCkemd39CnxB7jtttuYPHkK5okVmP7MRf/og2cjXBUIVwW2kX+DPnh2RsaVYQ/y2CIGVQ3ioYcesmyc2bNn43a5WHXc+vrs1YUaLh1cOowu1qjOQH5BS9Bke4vBdZ+9Pq05Esly++23M23aNJpXtBI4lnuz1M74DwdoXt3GpZdeyq233pptc86J0+nkqaefJgQsbG092SQl22zr6GCH388Xv/hFJk+enNGx+5z467rOU089ScXAcuSRhchQ5mK2M400AphHFuDQTZ5/7jlLF4ncbjc33nQT25oNjnitnTnNGemkukCjukDjG5PcGWkQv/hwCN1mY86cOZaPdS50XefJJ5+kqqqKhveaCLflZuJiqDlMw/vNDBs2jG9+85t50dFt5MiRfP3BB6kNBlnrzf6dVWM4zJL2diZPmpSR6J4zsVT8hRC/E0LUCyG2ddpWLoRYLITYG3tMe+hBaWkp3/ved3G7bJiH30b2weQvaQQxD7+DCLfx3HPfyUiExRe+8AVKiouZXxvOmZlTOjjYbrC5yeDmm29h4MCB2TaHwsJCvvvid3FqLuoXNGIEcstNYXQY1C9ootBVyIsvvJiRyJR0cd111zF79mxWezwczGLlz6BpMq+1lcKiIp548knL6vecC6tn/q8AZxaneAFYIqUcDyyJvU47Q4cO5Uc//AEuu8Q8/BYymD+LaD0hI37Mw/Mg1MR3vvNsxnzUbrebr3396xz2Gqw6npsz0mQJGZI3D4YZVFnB7bffnm1zTlJdXc3zzz+P4TGpX9iEGcmNxXYzZHJiQRME4MUXXkxrMmEmEELw8MMPM3ToUBa2tdEeyfzvWErJ+62ttEUiPP3MMxnveRDHUvGXUi4Hms/YfBvwauz5q8AXrBp/1KhR/PhHP6LQpWMeehPTf8KqoTKGDLdjHnoTLdzC8889x8UXX5zR8WfNmsXMmTNZfCRsufsnE8yvDdEcMHjsb79pSZ/U3jBx4kQe/9bjBOqCNCxuRmY5yU4akob3mwg1hHjqyacYN25cVu1JFZfLxbPf+Q7SZmN+a2vG4/83+HzsDQS498tfZtKkSRkduzPZ8PlXSSnrAGKP3U4dhBAPCyE2CCE2NDQ0pDTYqFGj+Kd//AfKy4oxD72F2Z6Zol1WYPpPYNa+gUML8oMf/B0XXZT5XsVCCB577DHKysr48/4wHeH8df/UNISpaYhw++1ftKxmem+ZNWsWDzzwAB0H/DQtb8laCLOUksYPm+k4FODhhx/OWrnmdDF06FC+9fjj1IVCfNiWObfw4WCQlR5PTiyS5/SCr5TyJSnlDCnljMrKypT3U11dzU9/+hPGjB6FcfRdjMZP8i4PwGzfi3noLcpLC/npT36S1dopxcXFPPPsd/BEBK/tC2LkYdmHWo/B2wfDXDBliuUFtHrLnDlzuO222/Bs99G6PjuJSi2r2/Du6uDOO+/ks5/9bFZsSDdxAd7c0cH2DNT+9xoGC9raqKqq4m//9m+zvkieDfE/IYSoBog9prflVDeUlZXx4x//iMsv/wxmw2qMY4uRpvVhi71FSolRvwbj6CLGjxvLz372U4YNG5Ztsxg/fjyPPPooB9oN3j4YyquLaVPA5H/2hqisrOSpp5/OymJbsnz5y1/m6quvpnV9O+3bMxup0rbJQ9tGDzfccENWolKs5N5772XSpEl80N5OQ9g6PTCkZH5LCxFN4zvPPUdBQYFlYyVKNsR/HnB/7Pn9wNuZGtjpdPLUU09y7733Itv3Yda+iQzlbsq3NAIYRxZgNtVw7bXX8qMf/ZDSNNcO7w1XXXUVX/ziF6lpiLD0aO5fSAG8Ycmre0IIh5sXv/s9iouz0/M5WYQQPPLII0yfPp2mj1rwHUhfs55z4d3bQfOqVi655BK+/vWvZ322mm6ioeFPUVRczDutrQQtKv+8or2do6EQjz72GMOHD7dkjGSxOtTzNWA1cL4Q4ogQ4kHgZ8D1Qoi9wPWx1xlDCMHf/M3f8OKLL+AUHZi1f8X0HsqkCQkhA42Yta8j/Ed46KGHePTRR7Fb0DGot9x1111cffXVLD0aZs2J3L4ABCKSV3cH8UQ0XnjxRYYMGZJtk5LCZrPx9NNPM3bMWBoXNxM8YW0SmP9YgMYlzUyYMIEnnngiL+6QUqGsrIynn3mGNsNgUWtr2u9i9/n91Ph83HDDDVxxxRVp3XdvsDra5x4pZbWU0i6lHCal/K2UsklKeZ2Ucnzs8cxooIxw0UUX8fOf/4wh1ZUYh9/BaNyQM64Ls20PRu0bFLs1/v7HP+aGG27I2RlXfEZ68cUXM/9giM2NuRkCGjYlf9wb5IRf8syzz3L++edn26SUcLlcvPjii5QPKKd+YbNl/X9DLWEa3m1mcNVgnn/++axmPWeCiRMncs8997AnEGBzGv3/7ZEI77e3M2b0aB544IG07Tcd5PSCr9VUV1fz05/8hFmzrsBsWItx9F2kkb2631IaGMdXYBxbzPnnjef//OLneSFSNpuNp556iomTJvH6gSA7W3LrAhAxJX/aG+Sgx+Bbjz+elSipdFJaWsr3v/d9HMJBw4KmtFcBNQImDQuaKLC7+d53v0dRUVFa95+r3HrrrUybOpUP0+T/N6VkQWsr2Gw89fTTOXfn3q/FH6IzqSee+Hb0quyrxax9PSsJYTLSgXFoHmbLFubMmcMPf/iDrCV/pILT6eSFF15gzJixvLYvxL623MgBMKTkr/uD7Gk1ePjhR3Lqtrs3DB06lGefeZZwa4SGD5rTdtcqTUnDoiYMr8lzzz1vaQ/ZXEPTNL71+OMUFRezMA3x/2s8Ho6FQjzy6KOWd+VKhX4v/hB1XcyZM4cf/uAHFNgjGLWvY3prk9+PsyKlap4y0IBZ+zp6qIHHH3+cBx54INqTOM9wu9187/vfZ+iwYfwxNtPOJqaUzD0QYluzwX333ddnQhTjXHDBBdx///10fOqnrSY9rQpb1rXhPxzgoYceYsKECWnZZz5RWlrKN7/1LRp7Wf+/c33+XJ1wKPHvxOTJk/nFL37O8KHVGIfnYzRvTmpGpQ+enXQ1T9NzAKN2LqWFdv7xH/+BK6+8Mlmzc4qioiJ+8IMfUjmoij/sCXHUl50LgJSSBbUhNjZGuPPOO7nlluw2FLeKG2+8kVmzZkVF+2jvatV01EYvItdeey3XXXddmizMPzrX/z/STf3/QXY7g7px40Sk5P0s1OdPFiX+Z1BZWck//dM/MnPmJZgnVmKeWI6U1oR/GU2bMI68y+jRI/j5z3/G2LFjLRkn05SWlvKDH/6IotIBvLI7RL0/83VpPjgSZs2JCLfcckufi03vTHzBffDgwTR90IIRSO1YG36DpiWtDB8+nK9//etptjL/+MpXvsLAgQNZ3N7epfvnmtJSrukm7Hqtx0NTOMyjjz2W0fr8yaLEvwtcLhfPPvsMt956K2bLNoyj7yPN9C1iSikxTqzCrF/FpZdeyt//+Md55d9PhIEDB/KDH/4Qu7uIV3aHaA1m7gKwqi7Mh8fCXHfddXz1q1/N2UipdOF2u3nyiScxOkyaVya/XhUt3dCCDEuefDI3u3FlGrfbzaOPPUZzOMyGJMo/N4XDrPf5uPLKK5k+fbqFFvYeJf7doGkaX/3qV3nggQeQngOYRxakJSNYSolRtwyzeROf+9zneOqpp/rsyVZdXc33/+7vCGt2XtkdoiNifSjt5sYICw+FuPTSS3nooYf6vPDHGTt2LLfffjve3R101CaXANZxwE/HAT9333V3TjVfzzZTp07l8ssvZ63XS1sC1T+llCxrb8fpcnHfffdlwMLeocS/B+bMmcO3vvUtZMfRXl8AosK/FNm2ky9+8Ys8+OCDfTZxJs6oUaN47vkXaAnB/+wNEk6wDlB1YfIdvA60GbxxIMSkiRP7dFJSd9x+++0Mrh5My4o2zAQvtGbYpGVVG8NHDO+z6yK94b777kPoOqs8PS+oHwwGqQ0GufOuu3IqE787lPgnwFVXXcW3v/1tZMcxjKPvIWXyi5hSSswTK5Btu7jzzju5++67+82sdPLkyXzr8cc5vIM7wgAADh9JREFU2G4w90AwoUX0OSOdSXXwavCb/GlfiOoh1Tz3/PM5F1OdCex2O9948BuE2sK0b0ks+qdtk4ewJ8JD33io310sE6GiooKbb7mFnX4/9eeI/ZdSssLrpWrQIG644YYMWpg6SvwT5IorruCRRx5Beg9hHFuadFy12VSD2bKVW2+9NeerSFrBrFmzuPvuu9ncZPDRsfSWgfBHJH/YG8LuLuCFF7+b04tsVjN16lSmTp1K+0Zvj8lfRsDAs8nLzEtmZrVKbK5z22234Xa5WHOO2f++QICGUIg77rwzbyYeSvyT4LrrruPuu+9Gtu/BbNqY8PdMzwHMhrVcccUVfOUrX7HQwtzm9ttv54orZvHBkTB7WtOzgG5KyV/2B2kNwXf6WVJSd9xzzz0YAYP2redeqGzf7MUIm9xz9z0Zsiw/KSws5KY5c9gbCNDcje9/vc9H1aBBORvT3xVK/JPk9ttvj5WFXoPZcazHz8tQO2bdEsaMGctjjz3Wb1w9XSGE4NFHH2PEiBH85UA4LRFAHx0Ls6fV4Gtf+1q/TErqirFjx3LBhRfg2epDGl3foZphE+92HzMunpEzVSZzmc997nPous5Gn++s9+pCIepCIebcfHNeuc6U+CdJtJPVowyqGoSs++CctYCkNDHrFuO06zzzzNN9vjhWIjidTp559lmkZucv+0MYvUihr/UYLD0a5jOf+Uze+FkzxS0330LEF+m29LNvbwcRv6EWeRNkwIABXH755ewMBM6K+9/S0YHT4eCqq67KknWpocQ/BaJx1U9ghr2YDWu7/ZzZugOz4zjf+MaDedfo2kqqq6t56OGHqfUYrKxLzf8fNCSvHwhTUVHJI4880q/vqLpi6tSplA8sx7vr7JkqgHd3B4OrBytffxJcc801BA2D/YFTmdRhKdkbCHDZ5ZfnRIOWZFDinyLjx4/nhuuvx2zZigyeXZVaGkFoXMvkyVPyvmSDFcyePZvLLruUJUcjnOhI3v3z/uEQLcFolc58O+kygaZpXH3V1fgPBzA6To9Oi3giBI4Fufaaa9VFMwkmT55MaUkJe/2n7qYOBYMETTOvfP1xlPj3grvuuguny4nRsO6s98zmTZiRAPfff586wbpACME3vvEQbrebebXJtYE87DVYdyLC5z9/o5q5noPLLrsMJHQcPN314/vUf+p9RcLous6MmTP5NHTKXbk/EMDtcjF58uQsW5c8Svx7QUlJCXNuugnp2Y8MtZ3cLs0wtG7jkksuYfTo0Vm0MLcpLS3lK1+9j4PtBluaEsudMKVkfm2Y0tJS7r77bostzG9GjRpF+cByOg4GcFTYcVREQxD9BwNUD6mmuro6yxbmH9OnTydkmhyPxfwfCoe54MIL8ya8szNK/HvJ5z//eTRNw2zZdnKbbN+LGQlw8803Z9Gy/OCaa65h1KiRLDoSSSj7d2uTwRGvwVe++lXl7ukBIQTTpk4jeCxE+awyBs4egDQkwboQ06ZOy7Z5ecmkSZMAOBIM0h6J0BYO5+WsH5T495oBAwZEO0N59p6s/inb91BVNViFHiaApmncd9/9tAYNNtSfO/bfkJIlxyKMHDGC2bOTK53dX5kyZQpG0CDUHJ2pButDmBEzbwUr2xQXF1NdVUVdOHxy9n/eeedl2arUUOKfBj7zmc9ghn3IQD3SCGD6jjFr1meUrz9BpkyZwoQJ57P8eITIOWb/25oMmvwGd9x5J5qmfrqJMG7cOACCJ6IhycH66GO+ClYuMGbcOBoMg/pwGE3TGDlyZLZNSgl1BqWBadOmgRBI72Gk7wgg875PbCYRQnD77V+kPWiyrblr37+UklXHIwwZUs3MmTMzbGH+MnjwYNwFbkL1p8S/dEBpnyshnkmGDx9OezhMXSjE4KqqvPT3gxL/tFBcXMzwYcOR/jpkRx12u+PkjEuRGFOnTmVIdTVrunH9HPaaHPUZzJlzs5r1J4EQgpEjRhJujh7XSHOE0SNVEEJvGDJkCACHQiGGDB2aZWtSJ2tnkRDi80KI3UKIfUKIF7JlR7o477zxiGADMtjAmDGj8yrNOxfQNI3PXn89hz0G9V3E/dc0RHA47MrXnwLDhw8n3BJBSkm4NcKwYcOybVJe0zlhs7KyMouW9I6siL8QQgf+E7gRmATcI4SYlA1b0sWIESMwIwFkx3HVECNFrrzySjRNsLnp9Nl/xJRsbzG57LLLcbvdWbIuf6mursYIGoSbwpgR8+TMVZEa5eXlJ59XVFRk0ZLeYcvSuJf8/+3db2xVdx3H8fendaUFbumgSxlIrBMyVyqiK3/DYjQx4jazqHtAQuZYjMiDxUdmMS7R+cA92rOpMahzMTHq3Fyy6ZKhWYjGB4aZoBQIygZjDHEDRai0db39+uCeO267/qP3tuecns8rIZye3gvf/NJ++uvvnPP9AScj4lUAST8H7gGOpVRP3bZu3cqZM2col8vuMzNLy5YtY33PevpfOc4na3qNvXK5zODIKNu3b0+vuByrdjodPFvZjNytRurT3t7+znFHR0eKldQnrfBfDbxe8/FZYMv4F0naC+wFMj+bXr58Ofv27Uu7jNzbtHkzT/T3c3FolBWtlV9MT/y7zKKWFjZs2JBydflUnZ0OnR8e87HNTu2SbqlUSrGS+qS15j/RPZDvuscvIvZHRF9E9OV5bc1mrrrp9d8vXbvr5+TlYH1vb27vqkjbihUrgGu3e9YuW9jsfOCWWwBy/ZR0WjP/s0BtE/H3AtM3x7cFr6uri+U33sjpK5fZuvIGLv9vlItDZe7q7U27tNwqlUo0NTVRHijTsqjF100a4NuPPsrIyAiLFs18q9GsSWvmfwhYJ+n9klqAXcBzKdViGSKJ23p6OJN0Ij4zULnzx09Lz15TUxNLS0uBsevVNnvNzc25Dn5IKfwjYgR4EHgROA48FRFH06jFsmft2rX8Z7jMwNvBGwOjNDc3093dnXZZuVZdm3b4W1Vayz5ExAvAC2n9/5Zd1aA/f3WU84OjrF69yuv9daqGf2lpfi9QWmP5UUnLnOqesm8OjvLWEKxZk+07vfJgyeIllb+XLEm5EssKh79lTnt7O22trfzz6iiXhsp+KKkBqu2vfbHXqhz+ljmS6FrZxakrZYJrDynZ7LW2tgIOf7vG4W+Z1Nl5ExeHIjn2Q0n1qt6Zkvc7VKxxHP6WSbUth91+uH7VvSUc/lbl8LdMqj7R3dTU5PBvIG8wZFWp3eppNpWdO3eyatUqOjo6vE7dQA5/q3L4Wya1tbWxZcu7ev3ZLFVDP2LybTKtWLzsY1YgnvlblcPfrACqT037mQmr8rKPWQHs2LGDnp6ed9o7m3nmb1YAkhz8NobD38ysgBz+ZmYF5PA3Mysgh7+ZWQE5/M3MCsjhb2ZWQA5/M7MCUl56fUh6C3gt7TpmoBO4kHYRC4THsrE8no2Vl/F8X0TcNP5kbsI/LyS9HBF9adexEHgsG8vj2Vh5H08v+5iZFZDD38ysgBz+jbc/7QIWEI9lY3k8GyvX4+k1fzOzAvLM38ysgBz+ZmYF5PCfhqQVkg4nf85LeiM5viTpWNr1LRSSyjXjfFhS9wSvWSXp6fmvLj8kPSzpqKS/JuM46UbIkvZI8tZek7iescwj7+Q1jYi4CGwEkPQIMBARjyXh9OvZ/ruS3hMRI42ocYEYjIiNk30yGa9zwL3zWFOuSNoG3A18NCKGJXUCLVO8ZQ/QD5ybh/JyZRZjmTue+denWdIPktnBAUltAJIOSupLjjslnU6O90j6paTngQPplZ0P48dLUrek/rTryrCbgQsRMQwQERci4pykb0g6JKlf0n5V3Av0AT9NZrVtqVaePZON5enkBwGS+iQdTI4fkfRE8r3/qqSvpFf6zDj867MO+G5ErAcuAZ+fwXu2AfdHxCfmtLL8aatZ8nm25rzHa+YOAGsk/U3S9yR9LDn/nYjYFBG9QBtwd0Q8DbwM7I6IjRExmFbRGTXZWE7lg8CngM3ANyXdMKcV1snLPvU5FRGHk+M/A90zeM9vI+Jfc1dSbk227OPxmqGIGJB0O3AH8HHgF5K+BlyR9BCwGFgOHAWeT6/S7JtiLKfym+Q3hWFJbwJdwNk5LnXWHP71Ga45LlOZVQGMcO23qtZx7/nvXBe1wHi8rkNElIGDwEFJR4AvAxuAvoh4PbluNf5r0iYwwVjez9Tf2+PzINP56mWfuXEauD059gVKmxeSbpW0rubURuBEcnxB0lLGfj1eAUrzVV+eTDKWrzH2e3smy7yZlemfTDn2GPCUpPuAl9IuxgpjKfC4pA4qM9STwF4q16OOUAmuQzWvfxL4vqRBYJvX/ceYbCxvA34k6evAn1Ksr25u72BmVkBe9jEzKyCHv5lZATn8zcwKyOFvZlZADn8zswJy+Jtdh6SHy1fTrsOsXg5/M7MCcvibTSPp635C0u+AW5NzX0o6Zf5F0jOSFksqSTpVbeglqT3pApnpBl9WTA5/sykkzb12AR8BPgdsSj71q6RT5oeB48AXI+IKlV4wdyWv2QU8ExFvz2/VZtNz+JtN7Q7g2Yi4GhGXgeeS872S/pA0/NoNrE/O/xB4IDl+APjxvFZrNkMOf7PpTdQD5UngwYj4EPAtkg6PEfFHoDvp/94cEd58xjLJ4W82td8Dn5XUJqkEfCY5XwL+kazn7x73np8AP8OzfsswN3Yzm4akh4EvUGnpexY4RmWfgYeSc0eAUkTsSV6/EjgF3BwRl9Ko2Ww6Dn+zBkv2x70nIu5Luxazybifv1kDSXoc+DRwZ9q1mE3FM38zswLyBV8zswJy+JuZFZDD38ysgBz+ZmYF5PA3Myug/wPtTki16beLCgAAAABJRU5ErkJggg==\n",
"image/svg+xml": [
"<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
"<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
" \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
"<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
"<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 382.88125 262.19625\" width=\"382.88125pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
" <defs>\r\n",
" <style type=\"text/css\">\r\n",
"*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
" </style>\r\n",
" </defs>\r\n",
" <g id=\"figure_1\">\r\n",
" <g id=\"patch_1\">\r\n",
" <path d=\"M 0 262.19625 \r\n",
"L 382.88125 262.19625 \r\n",
"L 382.88125 0 \r\n",
"L 0 0 \r\n",
"z\r\n",
"\" style=\"fill:none;\"/>\r\n",
" </g>\r\n",
" <g id=\"axes_1\">\r\n",
" <g id=\"patch_2\">\r\n",
" <path d=\"M 40.88125 224.64 \r\n",
"L 375.68125 224.64 \r\n",
"L 375.68125 7.2 \r\n",
"L 40.88125 7.2 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;\"/>\r\n",
" </g>\r\n",
" <g id=\"PolyCollection_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 83.41426 -63.97717 \r\n",
"L 82.04824 -63.97717 \r\n",
"L 81.78426 -65.536887 \r\n",
"L 81.440845 -67.096604 \r\n",
"L 81.002605 -68.65632 \r\n",
"L 80.453897 -70.216037 \r\n",
"L 79.779669 -71.775754 \r\n",
"L 78.96644 -73.33547 \r\n",
"L 78.00336 -74.895187 \r\n",
"L 76.883261 -76.454904 \r\n",
"L 75.603621 -78.01462 \r\n",
"L 74.167344 -79.574337 \r\n",
"L 72.58329 -81.134054 \r\n",
"L 70.866493 -82.69377 \r\n",
"L 69.03803 -84.253487 \r\n",
"L 67.124521 -85.813204 \r\n",
"L 65.1573 -87.37292 \r\n",
"L 63.171256 -88.932637 \r\n",
"L 61.203442 -90.492354 \r\n",
"L 59.291509 -92.05207 \r\n",
"L 57.472083 -93.611787 \r\n",
"L 55.779191 -95.171504 \r\n",
"L 54.242878 -96.73122 \r\n",
"L 52.888115 -98.290937 \r\n",
"L 51.734112 -99.850654 \r\n",
"L 50.794086 -101.41037 \r\n",
"L 50.075489 -102.970087 \r\n",
"L 49.580632 -104.529804 \r\n",
"L 49.307594 -106.08952 \r\n",
"L 49.25125 -107.649237 \r\n",
"L 49.404241 -109.208954 \r\n",
"L 49.757734 -110.76867 \r\n",
"L 50.301842 -112.328387 \r\n",
"L 51.025687 -113.888104 \r\n",
"L 51.917121 -115.44782 \r\n",
"L 52.962224 -117.007537 \r\n",
"L 54.144739 -118.567254 \r\n",
"L 55.445618 -120.12697 \r\n",
"L 56.842839 -121.686687 \r\n",
"L 58.311597 -123.246404 \r\n",
"L 59.824917 -124.80612 \r\n",
"L 61.354641 -126.365837 \r\n",
"L 62.872704 -127.925554 \r\n",
"L 64.352528 -129.48527 \r\n",
"L 65.770388 -131.044987 \r\n",
"L 67.106572 -132.604704 \r\n",
"L 68.346226 -134.16442 \r\n",
"L 69.479783 -135.724137 \r\n",
"L 70.502973 -137.283854 \r\n",
"L 71.416418 -138.84357 \r\n",
"L 72.224898 -140.403287 \r\n",
"L 72.936383 -141.963004 \r\n",
"L 73.560936 -143.52272 \r\n",
"L 74.109627 -145.082437 \r\n",
"L 74.593554 -146.642154 \r\n",
"L 75.023063 -148.20187 \r\n",
"L 75.407235 -149.761587 \r\n",
"L 75.753648 -151.321303 \r\n",
"L 76.06842 -152.88102 \r\n",
"L 76.356467 -154.440737 \r\n",
"L 76.621895 -156.000453 \r\n",
"L 76.868432 -157.56017 \r\n",
"L 77.099793 -159.119887 \r\n",
"L 77.319892 -160.679603 \r\n",
"L 77.53285 -162.23932 \r\n",
"L 77.742783 -163.799037 \r\n",
"L 77.953424 -165.358753 \r\n",
"L 78.167623 -166.91847 \r\n",
"L 78.386875 -168.478187 \r\n",
"L 78.610944 -170.037903 \r\n",
"L 78.837711 -171.59762 \r\n",
"L 79.063282 -173.157337 \r\n",
"L 79.282398 -174.717053 \r\n",
"L 79.489069 -176.27677 \r\n",
"L 79.677386 -177.836487 \r\n",
"L 79.842366 -179.396203 \r\n",
"L 79.980717 -180.95592 \r\n",
"L 80.091398 -182.515637 \r\n",
"L 80.175895 -184.075353 \r\n",
"L 80.238161 -185.63507 \r\n",
"L 80.284242 -187.194787 \r\n",
"L 80.321627 -188.754503 \r\n",
"L 80.358429 -190.31422 \r\n",
"L 80.402499 -191.873937 \r\n",
"L 80.460603 -193.433653 \r\n",
"L 80.537754 -194.99337 \r\n",
"L 80.636779 -196.553087 \r\n",
"L 80.758158 -198.112803 \r\n",
"L 80.900134 -199.67252 \r\n",
"L 81.059058 -201.232237 \r\n",
"L 81.229899 -202.791953 \r\n",
"L 81.40685 -204.35167 \r\n",
"L 81.583937 -205.911387 \r\n",
"L 81.755572 -207.471103 \r\n",
"L 81.916979 -209.03082 \r\n",
"L 82.064486 -210.590537 \r\n",
"L 82.19565 -212.150253 \r\n",
"L 82.30925 -213.70997 \r\n",
"L 82.40516 -215.269687 \r\n",
"L 82.48415 -216.829403 \r\n",
"L 82.547645 -218.38912 \r\n",
"L 82.914855 -218.38912 \r\n",
"L 82.914855 -218.38912 \r\n",
"L 82.97835 -216.829403 \r\n",
"L 83.05734 -215.269687 \r\n",
"L 83.15325 -213.70997 \r\n",
"L 83.26685 -212.150253 \r\n",
"L 83.398014 -210.590537 \r\n",
"L 83.545521 -209.03082 \r\n",
"L 83.706928 -207.471103 \r\n",
"L 83.878563 -205.911387 \r\n",
"L 84.05565 -204.35167 \r\n",
"L 84.232601 -202.791953 \r\n",
"L 84.403442 -201.232237 \r\n",
"L 84.562366 -199.67252 \r\n",
"L 84.704342 -198.112803 \r\n",
"L 84.825721 -196.553087 \r\n",
"L 84.924746 -194.99337 \r\n",
"L 85.001897 -193.433653 \r\n",
"L 85.060001 -191.873937 \r\n",
"L 85.104071 -190.31422 \r\n",
"L 85.140873 -188.754503 \r\n",
"L 85.178258 -187.194787 \r\n",
"L 85.224339 -185.63507 \r\n",
"L 85.286605 -184.075353 \r\n",
"L 85.371102 -182.515637 \r\n",
"L 85.481783 -180.95592 \r\n",
"L 85.620134 -179.396203 \r\n",
"L 85.785114 -177.836487 \r\n",
"L 85.973431 -176.27677 \r\n",
"L 86.180102 -174.717053 \r\n",
"L 86.399218 -173.157337 \r\n",
"L 86.624789 -171.59762 \r\n",
"L 86.851556 -170.037903 \r\n",
"L 87.075625 -168.478187 \r\n",
"L 87.294877 -166.91847 \r\n",
"L 87.509076 -165.358753 \r\n",
"L 87.719717 -163.799037 \r\n",
"L 87.92965 -162.23932 \r\n",
"L 88.142608 -160.679603 \r\n",
"L 88.362707 -159.119887 \r\n",
"L 88.594068 -157.56017 \r\n",
"L 88.840605 -156.000453 \r\n",
"L 89.106033 -154.440737 \r\n",
"L 89.39408 -152.88102 \r\n",
"L 89.708852 -151.321303 \r\n",
"L 90.055265 -149.761587 \r\n",
"L 90.439437 -148.20187 \r\n",
"L 90.868946 -146.642154 \r\n",
"L 91.352873 -145.082437 \r\n",
"L 91.901564 -143.52272 \r\n",
"L 92.526117 -141.963004 \r\n",
"L 93.237602 -140.403287 \r\n",
"L 94.046082 -138.84357 \r\n",
"L 94.959527 -137.283854 \r\n",
"L 95.982717 -135.724137 \r\n",
"L 97.116274 -134.16442 \r\n",
"L 98.355928 -132.604704 \r\n",
"L 99.692112 -131.044987 \r\n",
"L 101.109972 -129.48527 \r\n",
"L 102.589796 -127.925554 \r\n",
"L 104.107859 -126.365837 \r\n",
"L 105.637583 -124.80612 \r\n",
"L 107.150903 -123.246404 \r\n",
"L 108.619661 -121.686687 \r\n",
"L 110.016882 -120.12697 \r\n",
"L 111.317761 -118.567254 \r\n",
"L 112.500276 -117.007537 \r\n",
"L 113.545379 -115.44782 \r\n",
"L 114.436813 -113.888104 \r\n",
"L 115.160658 -112.328387 \r\n",
"L 115.704766 -110.76867 \r\n",
"L 116.058259 -109.208954 \r\n",
"L 116.21125 -107.649237 \r\n",
"L 116.154906 -106.08952 \r\n",
"L 115.881868 -104.529804 \r\n",
"L 115.387011 -102.970087 \r\n",
"L 114.668414 -101.41037 \r\n",
"L 113.728388 -99.850654 \r\n",
"L 112.574385 -98.290937 \r\n",
"L 111.219622 -96.73122 \r\n",
"L 109.683309 -95.171504 \r\n",
"L 107.990417 -93.611787 \r\n",
"L 106.170991 -92.05207 \r\n",
"L 104.259058 -90.492354 \r\n",
"L 102.291244 -88.932637 \r\n",
"L 100.3052 -87.37292 \r\n",
"L 98.337979 -85.813204 \r\n",
"L 96.42447 -84.253487 \r\n",
"L 94.596007 -82.69377 \r\n",
"L 92.87921 -81.134054 \r\n",
"L 91.295156 -79.574337 \r\n",
"L 89.858879 -78.01462 \r\n",
"L 88.579239 -76.454904 \r\n",
"L 87.45914 -74.895187 \r\n",
"L 86.49606 -73.33547 \r\n",
"L 85.682831 -71.775754 \r\n",
"L 85.008603 -70.216037 \r\n",
"L 84.459895 -68.65632 \r\n",
"L 84.021655 -67.096604 \r\n",
"L 83.67824 -65.536887 \r\n",
"L 83.41426 -63.97717 \r\n",
"z\r\n",
"\" id=\"m5752a98589\" style=\"stroke:#545454;stroke-width:1.5;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p2fc98c532e)\">\r\n",
" <use style=\"fill:#597dbf;stroke:#545454;stroke-width:1.5;\" x=\"0\" xlink:href=\"#m5752a98589\" y=\"262.19625\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PolyCollection_2\">\r\n",
" <defs>\r\n",
" <path d=\"M 166.946875 -51.272582 \r\n",
"L 165.915625 -51.272582 \r\n",
"L 165.762479 -52.940617 \r\n",
"L 165.572715 -54.608653 \r\n",
"L 165.340112 -56.276688 \r\n",
"L 165.058007 -57.944723 \r\n",
"L 164.719395 -59.612758 \r\n",
"L 164.317061 -61.280793 \r\n",
"L 163.843745 -62.948829 \r\n",
"L 163.292339 -64.616864 \r\n",
"L 162.656127 -66.284899 \r\n",
"L 161.929051 -67.952934 \r\n",
"L 161.106027 -69.62097 \r\n",
"L 160.183285 -71.289005 \r\n",
"L 159.158747 -72.95704 \r\n",
"L 158.032421 -74.625075 \r\n",
"L 156.8068 -76.29311 \r\n",
"L 155.48725 -77.961146 \r\n",
"L 154.082338 -79.629181 \r\n",
"L 152.604096 -81.297216 \r\n",
"L 151.06816 -82.965251 \r\n",
"L 149.493751 -84.633286 \r\n",
"L 147.903482 -86.301322 \r\n",
"L 146.322941 -87.969357 \r\n",
"L 144.780057 -89.637392 \r\n",
"L 143.304254 -91.305427 \r\n",
"L 141.925406 -92.973463 \r\n",
"L 140.672653 -94.641498 \r\n",
"L 139.57314 -96.309533 \r\n",
"L 138.650742 -97.977568 \r\n",
"L 137.924888 -99.645603 \r\n",
"L 137.409548 -101.313639 \r\n",
"L 137.112479 -102.981674 \r\n",
"L 137.034789 -104.649709 \r\n",
"L 137.170869 -106.317744 \r\n",
"L 137.508691 -107.98578 \r\n",
"L 138.030486 -109.653815 \r\n",
"L 138.713723 -111.32185 \r\n",
"L 139.532352 -112.989885 \r\n",
"L 140.458191 -114.65792 \r\n",
"L 141.462377 -116.325956 \r\n",
"L 142.516764 -117.993991 \r\n",
"L 143.595178 -119.662026 \r\n",
"L 144.674448 -121.330061 \r\n",
"L 145.735167 -122.998096 \r\n",
"L 146.762135 -124.666132 \r\n",
"L 147.744507 -126.334167 \r\n",
"L 148.67566 -128.002202 \r\n",
"L 149.552824 -129.670237 \r\n",
"L 150.376541 -131.338273 \r\n",
"L 151.150017 -133.006308 \r\n",
"L 151.878416 -134.674343 \r\n",
"L 152.568173 -136.342378 \r\n",
"L 153.226341 -138.010413 \r\n",
"L 153.860023 -139.678449 \r\n",
"L 154.475882 -141.346484 \r\n",
"L 155.079755 -143.014519 \r\n",
"L 155.676343 -144.682554 \r\n",
"L 156.268997 -146.35059 \r\n",
"L 156.859574 -148.018625 \r\n",
"L 157.448368 -149.68666 \r\n",
"L 158.034115 -151.354695 \r\n",
"L 158.614076 -153.02273 \r\n",
"L 159.184192 -154.690766 \r\n",
"L 159.739319 -156.358801 \r\n",
"L 160.273536 -158.026836 \r\n",
"L 160.780514 -159.694871 \r\n",
"L 161.253927 -161.362906 \r\n",
"L 161.68789 -163.030942 \r\n",
"L 162.077385 -164.698977 \r\n",
"L 162.418651 -166.367012 \r\n",
"L 162.7095 -168.035047 \r\n",
"L 162.949546 -169.703083 \r\n",
"L 163.140311 -171.371118 \r\n",
"L 163.285205 -173.039153 \r\n",
"L 163.38938 -174.707188 \r\n",
"L 163.459462 -176.375223 \r\n",
"L 163.50318 -178.043259 \r\n",
"L 163.528929 -179.711294 \r\n",
"L 163.545282 -181.379329 \r\n",
"L 163.560506 -183.047364 \r\n",
"L 163.582104 -184.715399 \r\n",
"L 163.61643 -186.383435 \r\n",
"L 163.668386 -188.05147 \r\n",
"L 163.741234 -189.719505 \r\n",
"L 163.83653 -191.38754 \r\n",
"L 163.954172 -193.055576 \r\n",
"L 164.092557 -194.723611 \r\n",
"L 164.248823 -196.391646 \r\n",
"L 164.419152 -198.059681 \r\n",
"L 164.599116 -199.727716 \r\n",
"L 164.784013 -201.395752 \r\n",
"L 164.96919 -203.063787 \r\n",
"L 165.150327 -204.731822 \r\n",
"L 165.323645 -206.399857 \r\n",
"L 165.486065 -208.067893 \r\n",
"L 165.635286 -209.735928 \r\n",
"L 165.769802 -211.403963 \r\n",
"L 165.888862 -213.071998 \r\n",
"L 165.992391 -214.740033 \r\n",
"L 166.080875 -216.408069 \r\n",
"L 166.781625 -216.408069 \r\n",
"L 166.781625 -216.408069 \r\n",
"L 166.870109 -214.740033 \r\n",
"L 166.973638 -213.071998 \r\n",
"L 167.092698 -211.403963 \r\n",
"L 167.227214 -209.735928 \r\n",
"L 167.376435 -208.067893 \r\n",
"L 167.538855 -206.399857 \r\n",
"L 167.712173 -204.731822 \r\n",
"L 167.89331 -203.063787 \r\n",
"L 168.078487 -201.395752 \r\n",
"L 168.263384 -199.727716 \r\n",
"L 168.443348 -198.059681 \r\n",
"L 168.613677 -196.391646 \r\n",
"L 168.769943 -194.723611 \r\n",
"L 168.908328 -193.055576 \r\n",
"L 169.02597 -191.38754 \r\n",
"L 169.121266 -189.719505 \r\n",
"L 169.194114 -188.05147 \r\n",
"L 169.24607 -186.383435 \r\n",
"L 169.280396 -184.715399 \r\n",
"L 169.301994 -183.047364 \r\n",
"L 169.317218 -181.379329 \r\n",
"L 169.333571 -179.711294 \r\n",
"L 169.35932 -178.043259 \r\n",
"L 169.403038 -176.375223 \r\n",
"L 169.47312 -174.707188 \r\n",
"L 169.577295 -173.039153 \r\n",
"L 169.722189 -171.371118 \r\n",
"L 169.912954 -169.703083 \r\n",
"L 170.153 -168.035047 \r\n",
"L 170.443849 -166.367012 \r\n",
"L 170.785115 -164.698977 \r\n",
"L 171.17461 -163.030942 \r\n",
"L 171.608573 -161.362906 \r\n",
"L 172.081986 -159.694871 \r\n",
"L 172.588964 -158.026836 \r\n",
"L 173.123181 -156.358801 \r\n",
"L 173.678308 -154.690766 \r\n",
"L 174.248424 -153.02273 \r\n",
"L 174.828385 -151.354695 \r\n",
"L 175.414132 -149.68666 \r\n",
"L 176.002926 -148.018625 \r\n",
"L 176.593503 -146.35059 \r\n",
"L 177.186157 -144.682554 \r\n",
"L 177.782745 -143.014519 \r\n",
"L 178.386618 -141.346484 \r\n",
"L 179.002477 -139.678449 \r\n",
"L 179.636159 -138.010413 \r\n",
"L 180.294327 -136.342378 \r\n",
"L 180.984084 -134.674343 \r\n",
"L 181.712483 -133.006308 \r\n",
"L 182.485959 -131.338273 \r\n",
"L 183.309676 -129.670237 \r\n",
"L 184.18684 -128.002202 \r\n",
"L 185.117993 -126.334167 \r\n",
"L 186.100365 -124.666132 \r\n",
"L 187.127333 -122.998096 \r\n",
"L 188.188052 -121.330061 \r\n",
"L 189.267322 -119.662026 \r\n",
"L 190.345736 -117.993991 \r\n",
"L 191.400123 -116.325956 \r\n",
"L 192.404309 -114.65792 \r\n",
"L 193.330148 -112.989885 \r\n",
"L 194.148777 -111.32185 \r\n",
"L 194.832014 -109.653815 \r\n",
"L 195.353809 -107.98578 \r\n",
"L 195.691631 -106.317744 \r\n",
"L 195.827711 -104.649709 \r\n",
"L 195.750021 -102.981674 \r\n",
"L 195.452952 -101.313639 \r\n",
"L 194.937612 -99.645603 \r\n",
"L 194.211758 -97.977568 \r\n",
"L 193.28936 -96.309533 \r\n",
"L 192.189847 -94.641498 \r\n",
"L 190.937094 -92.973463 \r\n",
"L 189.558246 -91.305427 \r\n",
"L 188.082443 -89.637392 \r\n",
"L 186.539559 -87.969357 \r\n",
"L 184.959018 -86.301322 \r\n",
"L 183.368749 -84.633286 \r\n",
"L 181.79434 -82.965251 \r\n",
"L 180.258404 -81.297216 \r\n",
"L 178.780162 -79.629181 \r\n",
"L 177.37525 -77.961146 \r\n",
"L 176.0557 -76.29311 \r\n",
"L 174.830079 -74.625075 \r\n",
"L 173.703753 -72.95704 \r\n",
"L 172.679215 -71.289005 \r\n",
"L 171.756473 -69.62097 \r\n",
"L 170.933449 -67.952934 \r\n",
"L 170.206373 -66.284899 \r\n",
"L 169.570161 -64.616864 \r\n",
"L 169.018755 -62.948829 \r\n",
"L 168.545439 -61.280793 \r\n",
"L 168.143105 -59.612758 \r\n",
"L 167.804493 -57.944723 \r\n",
"L 167.522388 -56.276688 \r\n",
"L 167.289785 -54.608653 \r\n",
"L 167.100021 -52.940617 \r\n",
"L 166.946875 -51.272582 \r\n",
"z\r\n",
"\" id=\"m8dada50225\" style=\"stroke:#545454;stroke-width:1.5;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p2fc98c532e)\">\r\n",
" <use style=\"fill:#d98b5f;stroke:#545454;stroke-width:1.5;\" x=\"0\" xlink:href=\"#m8dada50225\" y=\"262.19625\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PolyCollection_3\">\r\n",
" <defs>\r\n",
" <path d=\"M 250.235097 -47.439886 \r\n",
"L 250.027403 -47.439886 \r\n",
"L 249.984447 -49.436581 \r\n",
"L 249.927865 -51.433275 \r\n",
"L 249.854685 -53.429969 \r\n",
"L 249.761496 -55.426663 \r\n",
"L 249.64428 -57.423357 \r\n",
"L 249.498166 -59.420052 \r\n",
"L 249.317089 -61.416746 \r\n",
"L 249.093403 -63.41344 \r\n",
"L 248.817524 -65.410134 \r\n",
"L 248.477677 -67.406829 \r\n",
"L 248.059897 -69.403523 \r\n",
"L 247.548383 -71.400217 \r\n",
"L 246.92628 -73.396911 \r\n",
"L 246.176942 -75.393605 \r\n",
"L 245.285583 -77.3903 \r\n",
"L 244.241202 -79.386994 \r\n",
"L 243.038528 -81.383688 \r\n",
"L 241.679723 -83.380382 \r\n",
"L 240.17555 -85.377076 \r\n",
"L 238.545791 -87.373771 \r\n",
"L 236.818764 -89.370465 \r\n",
"L 235.029968 -91.367159 \r\n",
"L 233.219995 -93.363853 \r\n",
"L 231.431989 -95.360548 \r\n",
"L 229.709003 -97.357242 \r\n",
"L 228.091592 -99.353936 \r\n",
"L 226.615928 -101.35063 \r\n",
"L 225.312595 -103.347324 \r\n",
"L 224.206059 -105.344019 \r\n",
"L 223.314691 -107.340713 \r\n",
"L 222.651108 -109.337407 \r\n",
"L 222.222584 -111.334101 \r\n",
"L 222.031322 -113.330795 \r\n",
"L 222.074464 -115.32749 \r\n",
"L 222.343872 -117.324184 \r\n",
"L 222.825816 -119.320878 \r\n",
"L 223.500791 -121.317572 \r\n",
"L 224.343717 -123.314267 \r\n",
"L 225.324721 -125.310961 \r\n",
"L 226.410564 -127.307655 \r\n",
"L 227.566672 -129.304349 \r\n",
"L 228.759527 -131.301043 \r\n",
"L 229.959098 -133.297738 \r\n",
"L 231.140928 -135.294432 \r\n",
"L 232.287533 -137.291126 \r\n",
"L 233.388883 -139.28782 \r\n",
"L 234.44189 -141.284514 \r\n",
"L 235.449015 -143.281209 \r\n",
"L 236.416255 -145.277903 \r\n",
"L 237.35086 -147.274597 \r\n",
"L 238.259172 -149.271291 \r\n",
"L 239.144906 -151.267986 \r\n",
"L 240.008105 -153.26468 \r\n",
"L 240.844885 -155.261374 \r\n",
"L 241.647919 -157.258068 \r\n",
"L 242.407537 -159.254762 \r\n",
"L 243.113219 -161.251457 \r\n",
"L 243.75523 -163.248151 \r\n",
"L 244.326148 -165.244845 \r\n",
"L 244.822057 -167.241539 \r\n",
"L 245.243237 -169.238233 \r\n",
"L 245.594265 -171.234928 \r\n",
"L 245.883501 -173.231622 \r\n",
"L 246.122057 -175.228316 \r\n",
"L 246.322388 -177.22501 \r\n",
"L 246.496739 -179.221705 \r\n",
"L 246.65567 -181.218399 \r\n",
"L 246.806906 -183.215093 \r\n",
"L 246.954669 -185.211787 \r\n",
"L 247.099591 -187.208481 \r\n",
"L 247.239208 -189.205176 \r\n",
"L 247.368901 -191.20187 \r\n",
"L 247.483149 -193.198564 \r\n",
"L 247.576843 -195.195258 \r\n",
"L 247.646476 -197.191952 \r\n",
"L 247.691021 -199.188647 \r\n",
"L 247.712391 -201.185341 \r\n",
"L 247.715434 -203.182035 \r\n",
"L 247.707483 -205.178729 \r\n",
"L 247.697559 -207.175424 \r\n",
"L 247.695339 -209.172118 \r\n",
"L 247.710036 -211.168812 \r\n",
"L 247.749347 -213.165506 \r\n",
"L 247.818601 -215.1622 \r\n",
"L 247.92021 -217.158895 \r\n",
"L 248.053487 -219.155589 \r\n",
"L 248.214837 -221.152283 \r\n",
"L 248.398275 -223.148977 \r\n",
"L 248.596186 -225.145671 \r\n",
"L 248.800208 -227.142366 \r\n",
"L 249.002109 -229.13906 \r\n",
"L 249.194552 -231.135754 \r\n",
"L 249.371652 -233.132448 \r\n",
"L 249.529296 -235.129143 \r\n",
"L 249.665217 -237.125837 \r\n",
"L 249.778847 -239.122531 \r\n",
"L 249.871034 -241.119225 \r\n",
"L 249.943659 -243.115919 \r\n",
"L 249.999244 -245.112614 \r\n",
"L 250.263256 -245.112614 \r\n",
"L 250.263256 -245.112614 \r\n",
"L 250.318841 -243.115919 \r\n",
"L 250.391466 -241.119225 \r\n",
"L 250.483653 -239.122531 \r\n",
"L 250.597283 -237.125837 \r\n",
"L 250.733204 -235.129143 \r\n",
"L 250.890848 -233.132448 \r\n",
"L 251.067948 -231.135754 \r\n",
"L 251.260391 -229.13906 \r\n",
"L 251.462292 -227.142366 \r\n",
"L 251.666314 -225.145671 \r\n",
"L 251.864225 -223.148977 \r\n",
"L 252.047663 -221.152283 \r\n",
"L 252.209013 -219.155589 \r\n",
"L 252.34229 -217.158895 \r\n",
"L 252.443899 -215.1622 \r\n",
"L 252.513153 -213.165506 \r\n",
"L 252.552464 -211.168812 \r\n",
"L 252.567161 -209.172118 \r\n",
"L 252.564941 -207.175424 \r\n",
"L 252.555017 -205.178729 \r\n",
"L 252.547066 -203.182035 \r\n",
"L 252.550109 -201.185341 \r\n",
"L 252.571479 -199.188647 \r\n",
"L 252.616024 -197.191952 \r\n",
"L 252.685657 -195.195258 \r\n",
"L 252.779351 -193.198564 \r\n",
"L 252.893599 -191.20187 \r\n",
"L 253.023292 -189.205176 \r\n",
"L 253.162909 -187.208481 \r\n",
"L 253.307831 -185.211787 \r\n",
"L 253.455594 -183.215093 \r\n",
"L 253.60683 -181.218399 \r\n",
"L 253.765761 -179.221705 \r\n",
"L 253.940112 -177.22501 \r\n",
"L 254.140443 -175.228316 \r\n",
"L 254.378999 -173.231622 \r\n",
"L 254.668235 -171.234928 \r\n",
"L 255.019263 -169.238233 \r\n",
"L 255.440443 -167.241539 \r\n",
"L 255.936352 -165.244845 \r\n",
"L 256.50727 -163.248151 \r\n",
"L 257.149281 -161.251457 \r\n",
"L 257.854963 -159.254762 \r\n",
"L 258.614581 -157.258068 \r\n",
"L 259.417615 -155.261374 \r\n",
"L 260.254395 -153.26468 \r\n",
"L 261.117594 -151.267986 \r\n",
"L 262.003328 -149.271291 \r\n",
"L 262.91164 -147.274597 \r\n",
"L 263.846245 -145.277903 \r\n",
"L 264.813485 -143.281209 \r\n",
"L 265.82061 -141.284514 \r\n",
"L 266.873617 -139.28782 \r\n",
"L 267.974967 -137.291126 \r\n",
"L 269.121572 -135.294432 \r\n",
"L 270.303402 -133.297738 \r\n",
"L 271.502973 -131.301043 \r\n",
"L 272.695828 -129.304349 \r\n",
"L 273.851936 -127.307655 \r\n",
"L 274.937779 -125.310961 \r\n",
"L 275.918783 -123.314267 \r\n",
"L 276.761709 -121.317572 \r\n",
"L 277.436684 -119.320878 \r\n",
"L 277.918628 -117.324184 \r\n",
"L 278.188036 -115.32749 \r\n",
"L 278.231178 -113.330795 \r\n",
"L 278.039916 -111.334101 \r\n",
"L 277.611392 -109.337407 \r\n",
"L 276.947809 -107.340713 \r\n",
"L 276.056441 -105.344019 \r\n",
"L 274.949905 -103.347324 \r\n",
"L 273.646572 -101.35063 \r\n",
"L 272.170908 -99.353936 \r\n",
"L 270.553497 -97.357242 \r\n",
"L 268.830511 -95.360548 \r\n",
"L 267.042505 -93.363853 \r\n",
"L 265.232532 -91.367159 \r\n",
"L 263.443736 -89.370465 \r\n",
"L 261.716709 -87.373771 \r\n",
"L 260.08695 -85.377076 \r\n",
"L 258.582777 -83.380382 \r\n",
"L 257.223972 -81.383688 \r\n",
"L 256.021298 -79.386994 \r\n",
"L 254.976917 -77.3903 \r\n",
"L 254.085558 -75.393605 \r\n",
"L 253.33622 -73.396911 \r\n",
"L 252.714117 -71.400217 \r\n",
"L 252.202603 -69.403523 \r\n",
"L 251.784823 -67.406829 \r\n",
"L 251.444976 -65.410134 \r\n",
"L 251.169097 -63.41344 \r\n",
"L 250.945411 -61.416746 \r\n",
"L 250.764334 -59.420052 \r\n",
"L 250.61822 -57.423357 \r\n",
"L 250.501004 -55.426663 \r\n",
"L 250.407815 -53.429969 \r\n",
"L 250.334635 -51.433275 \r\n",
"L 250.278053 -49.436581 \r\n",
"L 250.235097 -47.439886 \r\n",
"z\r\n",
"\" id=\"med5b8f45f5\" style=\"stroke:#545454;stroke-width:1.5;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p2fc98c532e)\">\r\n",
" <use style=\"fill:#75bf71;stroke:#545454;stroke-width:1.5;\" x=\"0\" xlink:href=\"#med5b8f45f5\" y=\"262.19625\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PolyCollection_4\">\r\n",
" <defs>\r\n",
" <path d=\"M 334.121867 -61.540004 \r\n",
"L 333.540633 -61.540004 \r\n",
"L 333.414232 -63.300452 \r\n",
"L 333.244108 -65.060901 \r\n",
"L 333.019958 -66.821349 \r\n",
"L 332.730831 -68.581797 \r\n",
"L 332.365688 -70.342246 \r\n",
"L 331.914122 -72.102694 \r\n",
"L 331.367157 -73.863142 \r\n",
"L 330.718066 -75.623591 \r\n",
"L 329.963079 -77.384039 \r\n",
"L 329.101899 -79.144487 \r\n",
"L 328.137912 -80.904935 \r\n",
"L 327.078066 -82.665384 \r\n",
"L 325.932406 -84.425832 \r\n",
"L 324.713341 -86.18628 \r\n",
"L 323.434791 -87.946729 \r\n",
"L 322.111347 -89.707177 \r\n",
"L 320.75764 -91.467625 \r\n",
"L 319.388031 -93.228074 \r\n",
"L 318.016686 -94.988522 \r\n",
"L 316.657988 -96.74897 \r\n",
"L 315.327157 -98.509419 \r\n",
"L 314.040875 -100.269867 \r\n",
"L 312.81767 -102.030315 \r\n",
"L 311.67786 -103.790763 \r\n",
"L 310.642934 -105.551212 \r\n",
"L 309.734342 -107.31166 \r\n",
"L 308.971849 -109.072108 \r\n",
"L 308.37167 -110.832557 \r\n",
"L 307.944714 -112.593005 \r\n",
"L 307.695276 -114.353453 \r\n",
"L 307.620426 -116.113902 \r\n",
"L 307.710264 -117.87435 \r\n",
"L 307.949037 -119.634798 \r\n",
"L 308.316945 -121.395246 \r\n",
"L 308.79235 -123.155695 \r\n",
"L 309.354011 -124.916143 \r\n",
"L 309.982957 -126.676591 \r\n",
"L 310.663715 -128.43704 \r\n",
"L 311.3847 -130.197488 \r\n",
"L 312.137772 -131.957936 \r\n",
"L 312.917118 -133.718385 \r\n",
"L 313.717759 -135.478833 \r\n",
"L 314.534033 -137.239281 \r\n",
"L 315.358419 -138.99973 \r\n",
"L 316.180977 -140.760178 \r\n",
"L 316.989529 -142.520626 \r\n",
"L 317.770581 -144.281074 \r\n",
"L 318.510793 -146.041523 \r\n",
"L 319.198717 -147.801971 \r\n",
"L 319.826461 -149.562419 \r\n",
"L 320.390967 -151.322868 \r\n",
"L 320.894654 -153.083316 \r\n",
"L 321.345317 -154.843764 \r\n",
"L 321.755294 -156.604213 \r\n",
"L 322.14005 -158.364661 \r\n",
"L 322.516386 -160.125109 \r\n",
"L 322.900556 -161.885558 \r\n",
"L 323.306546 -163.646006 \r\n",
"L 323.744708 -165.406454 \r\n",
"L 324.220906 -167.166902 \r\n",
"L 324.736214 -168.927351 \r\n",
"L 325.287136 -170.687799 \r\n",
"L 325.866277 -172.448247 \r\n",
"L 326.463315 -174.208696 \r\n",
"L 327.066145 -175.969144 \r\n",
"L 327.662034 -177.729592 \r\n",
"L 328.238679 -179.490041 \r\n",
"L 328.78507 -181.250489 \r\n",
"L 329.292104 -183.010937 \r\n",
"L 329.752953 -184.771385 \r\n",
"L 330.163198 -186.531834 \r\n",
"L 330.520786 -188.292282 \r\n",
"L 330.82586 -190.05273 \r\n",
"L 331.080519 -191.813179 \r\n",
"L 331.288546 -193.573627 \r\n",
"L 331.45512 -195.334075 \r\n",
"L 331.586527 -197.094524 \r\n",
"L 331.689844 -198.854972 \r\n",
"L 331.772598 -200.61542 \r\n",
"L 331.84239 -202.375869 \r\n",
"L 331.906485 -204.136317 \r\n",
"L 331.971406 -205.896765 \r\n",
"L 332.042548 -207.657213 \r\n",
"L 332.123869 -209.417662 \r\n",
"L 332.217698 -211.17811 \r\n",
"L 332.32467 -212.938558 \r\n",
"L 332.443826 -214.699007 \r\n",
"L 332.572841 -216.459455 \r\n",
"L 332.708374 -218.219903 \r\n",
"L 332.846482 -219.980352 \r\n",
"L 332.983052 -221.7408 \r\n",
"L 333.114199 -223.501248 \r\n",
"L 333.236592 -225.261697 \r\n",
"L 333.347678 -227.022145 \r\n",
"L 333.445798 -228.782593 \r\n",
"L 333.530188 -230.543041 \r\n",
"L 333.600893 -232.30349 \r\n",
"L 333.658627 -234.063938 \r\n",
"L 333.704584 -235.824386 \r\n",
"L 333.957916 -235.824386 \r\n",
"L 333.957916 -235.824386 \r\n",
"L 334.003873 -234.063938 \r\n",
"L 334.061607 -232.30349 \r\n",
"L 334.132312 -230.543041 \r\n",
"L 334.216702 -228.782593 \r\n",
"L 334.314822 -227.022145 \r\n",
"L 334.425908 -225.261697 \r\n",
"L 334.548301 -223.501248 \r\n",
"L 334.679448 -221.7408 \r\n",
"L 334.816018 -219.980352 \r\n",
"L 334.954126 -218.219903 \r\n",
"L 335.089659 -216.459455 \r\n",
"L 335.218674 -214.699007 \r\n",
"L 335.33783 -212.938558 \r\n",
"L 335.444802 -211.17811 \r\n",
"L 335.538631 -209.417662 \r\n",
"L 335.619952 -207.657213 \r\n",
"L 335.691094 -205.896765 \r\n",
"L 335.756015 -204.136317 \r\n",
"L 335.82011 -202.375869 \r\n",
"L 335.889902 -200.61542 \r\n",
"L 335.972656 -198.854972 \r\n",
"L 336.075973 -197.094524 \r\n",
"L 336.20738 -195.334075 \r\n",
"L 336.373954 -193.573627 \r\n",
"L 336.581981 -191.813179 \r\n",
"L 336.83664 -190.05273 \r\n",
"L 337.141714 -188.292282 \r\n",
"L 337.499302 -186.531834 \r\n",
"L 337.909547 -184.771385 \r\n",
"L 338.370396 -183.010937 \r\n",
"L 338.87743 -181.250489 \r\n",
"L 339.423821 -179.490041 \r\n",
"L 340.000466 -177.729592 \r\n",
"L 340.596355 -175.969144 \r\n",
"L 341.199185 -174.208696 \r\n",
"L 341.796223 -172.448247 \r\n",
"L 342.375364 -170.687799 \r\n",
"L 342.926286 -168.927351 \r\n",
"L 343.441594 -167.166902 \r\n",
"L 343.917792 -165.406454 \r\n",
"L 344.355954 -163.646006 \r\n",
"L 344.761944 -161.885558 \r\n",
"L 345.146114 -160.125109 \r\n",
"L 345.52245 -158.364661 \r\n",
"L 345.907206 -156.604213 \r\n",
"L 346.317183 -154.843764 \r\n",
"L 346.767846 -153.083316 \r\n",
"L 347.271533 -151.322868 \r\n",
"L 347.836039 -149.562419 \r\n",
"L 348.463783 -147.801971 \r\n",
"L 349.151707 -146.041523 \r\n",
"L 349.891919 -144.281074 \r\n",
"L 350.672971 -142.520626 \r\n",
"L 351.481523 -140.760178 \r\n",
"L 352.304081 -138.99973 \r\n",
"L 353.128467 -137.239281 \r\n",
"L 353.944741 -135.478833 \r\n",
"L 354.745382 -133.718385 \r\n",
"L 355.524728 -131.957936 \r\n",
"L 356.2778 -130.197488 \r\n",
"L 356.998785 -128.43704 \r\n",
"L 357.679543 -126.676591 \r\n",
"L 358.308489 -124.916143 \r\n",
"L 358.87015 -123.155695 \r\n",
"L 359.345555 -121.395246 \r\n",
"L 359.713463 -119.634798 \r\n",
"L 359.952236 -117.87435 \r\n",
"L 360.042074 -116.113902 \r\n",
"L 359.967224 -114.353453 \r\n",
"L 359.717786 -112.593005 \r\n",
"L 359.29083 -110.832557 \r\n",
"L 358.690651 -109.072108 \r\n",
"L 357.928158 -107.31166 \r\n",
"L 357.019566 -105.551212 \r\n",
"L 355.98464 -103.790763 \r\n",
"L 354.84483 -102.030315 \r\n",
"L 353.621625 -100.269867 \r\n",
"L 352.335343 -98.509419 \r\n",
"L 351.004512 -96.74897 \r\n",
"L 349.645814 -94.988522 \r\n",
"L 348.274469 -93.228074 \r\n",
"L 346.90486 -91.467625 \r\n",
"L 345.551153 -89.707177 \r\n",
"L 344.227709 -87.946729 \r\n",
"L 342.949159 -86.18628 \r\n",
"L 341.730094 -84.425832 \r\n",
"L 340.584434 -82.665384 \r\n",
"L 339.524588 -80.904935 \r\n",
"L 338.560601 -79.144487 \r\n",
"L 337.699421 -77.384039 \r\n",
"L 336.944434 -75.623591 \r\n",
"L 336.295343 -73.863142 \r\n",
"L 335.748378 -72.102694 \r\n",
"L 335.296812 -70.342246 \r\n",
"L 334.931669 -68.581797 \r\n",
"L 334.642542 -66.821349 \r\n",
"L 334.418392 -65.060901 \r\n",
"L 334.248268 -63.300452 \r\n",
"L 334.121867 -61.540004 \r\n",
"z\r\n",
"\" id=\"mff5713b2ba\" style=\"stroke:#545454;stroke-width:1.5;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p2fc98c532e)\">\r\n",
" <use style=\"fill:#c76e6e;stroke:#545454;stroke-width:1.5;\" x=\"0\" xlink:href=\"#mff5713b2ba\" y=\"262.19625\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_1\">\r\n",
" <g id=\"xtick_1\">\r\n",
" <g id=\"line2d_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L 0 3.5 \r\n",
"\" id=\"mdd198bf341\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"82.73125\" xlink:href=\"#mdd198bf341\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_1\">\r\n",
" <!-- Thur -->\r\n",
" <defs>\r\n",
" <path d=\"M -0.296875 72.90625 \r\n",
"L 61.375 72.90625 \r\n",
"L 61.375 64.59375 \r\n",
"L 35.5 64.59375 \r\n",
"L 35.5 0 \r\n",
"L 25.59375 0 \r\n",
"L 25.59375 64.59375 \r\n",
"L -0.296875 64.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-84\"/>\r\n",
" <path d=\"M 54.890625 33.015625 \r\n",
"L 54.890625 0 \r\n",
"L 45.90625 0 \r\n",
"L 45.90625 32.71875 \r\n",
"Q 45.90625 40.484375 42.875 44.328125 \r\n",
"Q 39.84375 48.1875 33.796875 48.1875 \r\n",
"Q 26.515625 48.1875 22.3125 43.546875 \r\n",
"Q 18.109375 38.921875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 75.984375 \r\n",
"L 18.109375 75.984375 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.34375 51.125 25.703125 53.5625 \r\n",
"Q 30.078125 56 35.796875 56 \r\n",
"Q 45.21875 56 50.046875 50.171875 \r\n",
"Q 54.890625 44.34375 54.890625 33.015625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-104\"/>\r\n",
" <path d=\"M 8.5 21.578125 \r\n",
"L 8.5 54.6875 \r\n",
"L 17.484375 54.6875 \r\n",
"L 17.484375 21.921875 \r\n",
"Q 17.484375 14.15625 20.5 10.265625 \r\n",
"Q 23.53125 6.390625 29.59375 6.390625 \r\n",
"Q 36.859375 6.390625 41.078125 11.03125 \r\n",
"Q 45.3125 15.671875 45.3125 23.6875 \r\n",
"L 45.3125 54.6875 \r\n",
"L 54.296875 54.6875 \r\n",
"L 54.296875 0 \r\n",
"L 45.3125 0 \r\n",
"L 45.3125 8.40625 \r\n",
"Q 42.046875 3.421875 37.71875 1 \r\n",
"Q 33.40625 -1.421875 27.6875 -1.421875 \r\n",
"Q 18.265625 -1.421875 13.375 4.4375 \r\n",
"Q 8.5 10.296875 8.5 21.578125 \r\n",
"z\r\n",
"M 31.109375 56 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-117\"/>\r\n",
" <path d=\"M 41.109375 46.296875 \r\n",
"Q 39.59375 47.171875 37.8125 47.578125 \r\n",
"Q 36.03125 48 33.890625 48 \r\n",
"Q 26.265625 48 22.1875 43.046875 \r\n",
"Q 18.109375 38.09375 18.109375 28.8125 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 20.953125 51.171875 25.484375 53.578125 \r\n",
"Q 30.03125 56 36.53125 56 \r\n",
"Q 37.453125 56 38.578125 55.875 \r\n",
"Q 39.703125 55.765625 41.0625 55.515625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-114\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(71.284375 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-84\"/>\r\n",
" <use x=\"61.083984\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
" <use x=\"124.462891\" xlink:href=\"#DejaVuSans-117\"/>\r\n",
" <use x=\"187.841797\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_2\">\r\n",
" <g id=\"line2d_2\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"166.43125\" xlink:href=\"#mdd198bf341\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_2\">\r\n",
" <!-- Fri -->\r\n",
" <defs>\r\n",
" <path d=\"M 9.8125 72.90625 \r\n",
"L 51.703125 72.90625 \r\n",
"L 51.703125 64.59375 \r\n",
"L 19.671875 64.59375 \r\n",
"L 19.671875 43.109375 \r\n",
"L 48.578125 43.109375 \r\n",
"L 48.578125 34.8125 \r\n",
"L 19.671875 34.8125 \r\n",
"L 19.671875 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-70\"/>\r\n",
" <path d=\"M 9.421875 54.6875 \r\n",
"L 18.40625 54.6875 \r\n",
"L 18.40625 0 \r\n",
"L 9.421875 0 \r\n",
"z\r\n",
"M 9.421875 75.984375 \r\n",
"L 18.40625 75.984375 \r\n",
"L 18.40625 64.59375 \r\n",
"L 9.421875 64.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-105\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(160.116406 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-70\"/>\r\n",
" <use x=\"57.410156\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" <use x=\"98.523438\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_3\">\r\n",
" <g id=\"line2d_3\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"250.13125\" xlink:href=\"#mdd198bf341\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_3\">\r\n",
" <!-- Sat -->\r\n",
" <defs>\r\n",
" <path d=\"M 53.515625 70.515625 \r\n",
"L 53.515625 60.890625 \r\n",
"Q 47.90625 63.578125 42.921875 64.890625 \r\n",
"Q 37.9375 66.21875 33.296875 66.21875 \r\n",
"Q 25.25 66.21875 20.875 63.09375 \r\n",
"Q 16.5 59.96875 16.5 54.203125 \r\n",
"Q 16.5 49.359375 19.40625 46.890625 \r\n",
"Q 22.3125 44.4375 30.421875 42.921875 \r\n",
"L 36.375 41.703125 \r\n",
"Q 47.40625 39.59375 52.65625 34.296875 \r\n",
"Q 57.90625 29 57.90625 20.125 \r\n",
"Q 57.90625 9.515625 50.796875 4.046875 \r\n",
"Q 43.703125 -1.421875 29.984375 -1.421875 \r\n",
"Q 24.8125 -1.421875 18.96875 -0.25 \r\n",
"Q 13.140625 0.921875 6.890625 3.21875 \r\n",
"L 6.890625 13.375 \r\n",
"Q 12.890625 10.015625 18.65625 8.296875 \r\n",
"Q 24.421875 6.59375 29.984375 6.59375 \r\n",
"Q 38.421875 6.59375 43.015625 9.90625 \r\n",
"Q 47.609375 13.234375 47.609375 19.390625 \r\n",
"Q 47.609375 24.75 44.3125 27.78125 \r\n",
"Q 41.015625 30.8125 33.5 32.328125 \r\n",
"L 27.484375 33.5 \r\n",
"Q 16.453125 35.6875 11.515625 40.375 \r\n",
"Q 6.59375 45.0625 6.59375 53.421875 \r\n",
"Q 6.59375 63.09375 13.40625 68.65625 \r\n",
"Q 20.21875 74.21875 32.171875 74.21875 \r\n",
"Q 37.3125 74.21875 42.625 73.28125 \r\n",
"Q 47.953125 72.359375 53.515625 70.515625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-83\"/>\r\n",
" <path d=\"M 34.28125 27.484375 \r\n",
"Q 23.390625 27.484375 19.1875 25 \r\n",
"Q 14.984375 22.515625 14.984375 16.5 \r\n",
"Q 14.984375 11.71875 18.140625 8.90625 \r\n",
"Q 21.296875 6.109375 26.703125 6.109375 \r\n",
"Q 34.1875 6.109375 38.703125 11.40625 \r\n",
"Q 43.21875 16.703125 43.21875 25.484375 \r\n",
"L 43.21875 27.484375 \r\n",
"z\r\n",
"M 52.203125 31.203125 \r\n",
"L 52.203125 0 \r\n",
"L 43.21875 0 \r\n",
"L 43.21875 8.296875 \r\n",
"Q 40.140625 3.328125 35.546875 0.953125 \r\n",
"Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
"Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
"Q 6 8.015625 6 15.921875 \r\n",
"Q 6 25.140625 12.171875 29.828125 \r\n",
"Q 18.359375 34.515625 30.609375 34.515625 \r\n",
"L 43.21875 34.515625 \r\n",
"L 43.21875 35.40625 \r\n",
"Q 43.21875 41.609375 39.140625 45 \r\n",
"Q 35.0625 48.390625 27.6875 48.390625 \r\n",
"Q 23 48.390625 18.546875 47.265625 \r\n",
"Q 14.109375 46.140625 10.015625 43.890625 \r\n",
"L 10.015625 52.203125 \r\n",
"Q 14.9375 54.109375 19.578125 55.046875 \r\n",
"Q 24.21875 56 28.609375 56 \r\n",
"Q 40.484375 56 46.34375 49.84375 \r\n",
"Q 52.203125 43.703125 52.203125 31.203125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-97\"/>\r\n",
" <path d=\"M 18.3125 70.21875 \r\n",
"L 18.3125 54.6875 \r\n",
"L 36.8125 54.6875 \r\n",
"L 36.8125 47.703125 \r\n",
"L 18.3125 47.703125 \r\n",
"L 18.3125 18.015625 \r\n",
"Q 18.3125 11.328125 20.140625 9.421875 \r\n",
"Q 21.96875 7.515625 27.59375 7.515625 \r\n",
"L 36.8125 7.515625 \r\n",
"L 36.8125 0 \r\n",
"L 27.59375 0 \r\n",
"Q 17.1875 0 13.234375 3.875 \r\n",
"Q 9.28125 7.765625 9.28125 18.015625 \r\n",
"L 9.28125 47.703125 \r\n",
"L 2.6875 47.703125 \r\n",
"L 2.6875 54.6875 \r\n",
"L 9.28125 54.6875 \r\n",
"L 9.28125 70.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-116\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(241.932813 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-83\"/>\r\n",
" <use x=\"63.476562\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"124.755859\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_4\">\r\n",
" <g id=\"line2d_4\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"333.83125\" xlink:href=\"#mdd198bf341\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_4\">\r\n",
" <!-- Sun -->\r\n",
" <defs>\r\n",
" <path d=\"M 54.890625 33.015625 \r\n",
"L 54.890625 0 \r\n",
"L 45.90625 0 \r\n",
"L 45.90625 32.71875 \r\n",
"Q 45.90625 40.484375 42.875 44.328125 \r\n",
"Q 39.84375 48.1875 33.796875 48.1875 \r\n",
"Q 26.515625 48.1875 22.3125 43.546875 \r\n",
"Q 18.109375 38.921875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.34375 51.125 25.703125 53.5625 \r\n",
"Q 30.078125 56 35.796875 56 \r\n",
"Q 45.21875 56 50.046875 50.171875 \r\n",
"Q 54.890625 44.34375 54.890625 33.015625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-110\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(324.319531 239.238437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-83\"/>\r\n",
" <use x=\"63.476562\" xlink:href=\"#DejaVuSans-117\"/>\r\n",
" <use x=\"126.855469\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_5\">\r\n",
" <!-- day -->\r\n",
" <defs>\r\n",
" <path d=\"M 45.40625 46.390625 \r\n",
"L 45.40625 75.984375 \r\n",
"L 54.390625 75.984375 \r\n",
"L 54.390625 0 \r\n",
"L 45.40625 0 \r\n",
"L 45.40625 8.203125 \r\n",
"Q 42.578125 3.328125 38.25 0.953125 \r\n",
"Q 33.9375 -1.421875 27.875 -1.421875 \r\n",
"Q 17.96875 -1.421875 11.734375 6.484375 \r\n",
"Q 5.515625 14.40625 5.515625 27.296875 \r\n",
"Q 5.515625 40.1875 11.734375 48.09375 \r\n",
"Q 17.96875 56 27.875 56 \r\n",
"Q 33.9375 56 38.25 53.625 \r\n",
"Q 42.578125 51.265625 45.40625 46.390625 \r\n",
"z\r\n",
"M 14.796875 27.296875 \r\n",
"Q 14.796875 17.390625 18.875 11.75 \r\n",
"Q 22.953125 6.109375 30.078125 6.109375 \r\n",
"Q 37.203125 6.109375 41.296875 11.75 \r\n",
"Q 45.40625 17.390625 45.40625 27.296875 \r\n",
"Q 45.40625 37.203125 41.296875 42.84375 \r\n",
"Q 37.203125 48.484375 30.078125 48.484375 \r\n",
"Q 22.953125 48.484375 18.875 42.84375 \r\n",
"Q 14.796875 37.203125 14.796875 27.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-100\"/>\r\n",
" <path d=\"M 32.171875 -5.078125 \r\n",
"Q 28.375 -14.84375 24.75 -17.8125 \r\n",
"Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
"L 7.90625 -20.796875 \r\n",
"L 7.90625 -13.28125 \r\n",
"L 13.1875 -13.28125 \r\n",
"Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
"Q 21 -9.765625 23.484375 -3.21875 \r\n",
"L 25.09375 0.875 \r\n",
"L 2.984375 54.6875 \r\n",
"L 12.5 54.6875 \r\n",
"L 29.59375 11.921875 \r\n",
"L 46.6875 54.6875 \r\n",
"L 56.203125 54.6875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-121\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(199.083594 252.916562)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-100\"/>\r\n",
" <use x=\"63.476562\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"124.755859\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_2\">\r\n",
" <g id=\"ytick_1\">\r\n",
" <g id=\"line2d_5\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L -3.5 0 \r\n",
"\" id=\"m305f2930d7\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m305f2930d7\" y=\"200.096836\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_6\">\r\n",
" <!-- 0 -->\r\n",
" <defs>\r\n",
" <path d=\"M 31.78125 66.40625 \r\n",
"Q 24.171875 66.40625 20.328125 58.90625 \r\n",
"Q 16.5 51.421875 16.5 36.375 \r\n",
"Q 16.5 21.390625 20.328125 13.890625 \r\n",
"Q 24.171875 6.390625 31.78125 6.390625 \r\n",
"Q 39.453125 6.390625 43.28125 13.890625 \r\n",
"Q 47.125 21.390625 47.125 36.375 \r\n",
"Q 47.125 51.421875 43.28125 58.90625 \r\n",
"Q 39.453125 66.40625 31.78125 66.40625 \r\n",
"z\r\n",
"M 31.78125 74.21875 \r\n",
"Q 44.046875 74.21875 50.515625 64.515625 \r\n",
"Q 56.984375 54.828125 56.984375 36.375 \r\n",
"Q 56.984375 17.96875 50.515625 8.265625 \r\n",
"Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
"Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
"Q 6.59375 17.96875 6.59375 36.375 \r\n",
"Q 6.59375 54.828125 13.0625 64.515625 \r\n",
"Q 19.53125 74.21875 31.78125 74.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-48\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(27.51875 203.896055)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_2\">\r\n",
" <g id=\"line2d_6\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m305f2930d7\" y=\"168.850795\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_7\">\r\n",
" <!-- 10 -->\r\n",
" <defs>\r\n",
" <path d=\"M 12.40625 8.296875 \r\n",
"L 28.515625 8.296875 \r\n",
"L 28.515625 63.921875 \r\n",
"L 10.984375 60.40625 \r\n",
"L 10.984375 69.390625 \r\n",
"L 28.421875 72.90625 \r\n",
"L 38.28125 72.90625 \r\n",
"L 38.28125 8.296875 \r\n",
"L 54.390625 8.296875 \r\n",
"L 54.390625 0 \r\n",
"L 12.40625 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-49\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(21.15625 172.650013)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_3\">\r\n",
" <g id=\"line2d_7\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m305f2930d7\" y=\"137.604753\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_8\">\r\n",
" <!-- 20 -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.1875 8.296875 \r\n",
"L 53.609375 8.296875 \r\n",
"L 53.609375 0 \r\n",
"L 7.328125 0 \r\n",
"L 7.328125 8.296875 \r\n",
"Q 12.9375 14.109375 22.625 23.890625 \r\n",
"Q 32.328125 33.6875 34.8125 36.53125 \r\n",
"Q 39.546875 41.84375 41.421875 45.53125 \r\n",
"Q 43.3125 49.21875 43.3125 52.78125 \r\n",
"Q 43.3125 58.59375 39.234375 62.25 \r\n",
"Q 35.15625 65.921875 28.609375 65.921875 \r\n",
"Q 23.96875 65.921875 18.8125 64.3125 \r\n",
"Q 13.671875 62.703125 7.8125 59.421875 \r\n",
"L 7.8125 69.390625 \r\n",
"Q 13.765625 71.78125 18.9375 73 \r\n",
"Q 24.125 74.21875 28.421875 74.21875 \r\n",
"Q 39.75 74.21875 46.484375 68.546875 \r\n",
"Q 53.21875 62.890625 53.21875 53.421875 \r\n",
"Q 53.21875 48.921875 51.53125 44.890625 \r\n",
"Q 49.859375 40.875 45.40625 35.40625 \r\n",
"Q 44.1875 33.984375 37.640625 27.21875 \r\n",
"Q 31.109375 20.453125 19.1875 8.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-50\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(21.15625 141.403972)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_4\">\r\n",
" <g id=\"line2d_8\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m305f2930d7\" y=\"106.358711\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_9\">\r\n",
" <!-- 30 -->\r\n",
" <defs>\r\n",
" <path d=\"M 40.578125 39.3125 \r\n",
"Q 47.65625 37.796875 51.625 33 \r\n",
"Q 55.609375 28.21875 55.609375 21.1875 \r\n",
"Q 55.609375 10.40625 48.1875 4.484375 \r\n",
"Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
"Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
"Q 12.796875 0.390625 7.625 2.203125 \r\n",
"L 7.625 11.71875 \r\n",
"Q 11.71875 9.328125 16.59375 8.109375 \r\n",
"Q 21.484375 6.890625 26.8125 6.890625 \r\n",
"Q 36.078125 6.890625 40.9375 10.546875 \r\n",
"Q 45.796875 14.203125 45.796875 21.1875 \r\n",
"Q 45.796875 27.640625 41.28125 31.265625 \r\n",
"Q 36.765625 34.90625 28.71875 34.90625 \r\n",
"L 20.21875 34.90625 \r\n",
"L 20.21875 43.015625 \r\n",
"L 29.109375 43.015625 \r\n",
"Q 36.375 43.015625 40.234375 45.921875 \r\n",
"Q 44.09375 48.828125 44.09375 54.296875 \r\n",
"Q 44.09375 59.90625 40.109375 62.90625 \r\n",
"Q 36.140625 65.921875 28.71875 65.921875 \r\n",
"Q 24.65625 65.921875 20.015625 65.03125 \r\n",
"Q 15.375 64.15625 9.8125 62.3125 \r\n",
"L 9.8125 71.09375 \r\n",
"Q 15.4375 72.65625 20.34375 73.4375 \r\n",
"Q 25.25 74.21875 29.59375 74.21875 \r\n",
"Q 40.828125 74.21875 47.359375 69.109375 \r\n",
"Q 53.90625 64.015625 53.90625 55.328125 \r\n",
"Q 53.90625 49.265625 50.4375 45.09375 \r\n",
"Q 46.96875 40.921875 40.578125 39.3125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-51\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(21.15625 110.15793)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-51\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_5\">\r\n",
" <g id=\"line2d_9\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m305f2930d7\" y=\"75.112669\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_10\">\r\n",
" <!-- 40 -->\r\n",
" <defs>\r\n",
" <path d=\"M 37.796875 64.3125 \r\n",
"L 12.890625 25.390625 \r\n",
"L 37.796875 25.390625 \r\n",
"z\r\n",
"M 35.203125 72.90625 \r\n",
"L 47.609375 72.90625 \r\n",
"L 47.609375 25.390625 \r\n",
"L 58.015625 25.390625 \r\n",
"L 58.015625 17.1875 \r\n",
"L 47.609375 17.1875 \r\n",
"L 47.609375 0 \r\n",
"L 37.796875 0 \r\n",
"L 37.796875 17.1875 \r\n",
"L 4.890625 17.1875 \r\n",
"L 4.890625 26.703125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-52\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(21.15625 78.911888)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_6\">\r\n",
" <g id=\"line2d_10\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m305f2930d7\" y=\"43.866628\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_11\">\r\n",
" <!-- 50 -->\r\n",
" <defs>\r\n",
" <path d=\"M 10.796875 72.90625 \r\n",
"L 49.515625 72.90625 \r\n",
"L 49.515625 64.59375 \r\n",
"L 19.828125 64.59375 \r\n",
"L 19.828125 46.734375 \r\n",
"Q 21.96875 47.46875 24.109375 47.828125 \r\n",
"Q 26.265625 48.1875 28.421875 48.1875 \r\n",
"Q 40.625 48.1875 47.75 41.5 \r\n",
"Q 54.890625 34.8125 54.890625 23.390625 \r\n",
"Q 54.890625 11.625 47.5625 5.09375 \r\n",
"Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
"Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
"Q 12.796875 0.140625 7.71875 1.703125 \r\n",
"L 7.71875 11.625 \r\n",
"Q 12.109375 9.234375 16.796875 8.0625 \r\n",
"Q 21.484375 6.890625 26.703125 6.890625 \r\n",
"Q 35.15625 6.890625 40.078125 11.328125 \r\n",
"Q 45.015625 15.765625 45.015625 23.390625 \r\n",
"Q 45.015625 31 40.078125 35.4375 \r\n",
"Q 35.15625 39.890625 26.703125 39.890625 \r\n",
"Q 22.75 39.890625 18.8125 39.015625 \r\n",
"Q 14.890625 38.140625 10.796875 36.28125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-53\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(21.15625 47.665846)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_7\">\r\n",
" <g id=\"line2d_11\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m305f2930d7\" y=\"12.620586\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_12\">\r\n",
" <!-- 60 -->\r\n",
" <defs>\r\n",
" <path d=\"M 33.015625 40.375 \r\n",
"Q 26.375 40.375 22.484375 35.828125 \r\n",
"Q 18.609375 31.296875 18.609375 23.390625 \r\n",
"Q 18.609375 15.53125 22.484375 10.953125 \r\n",
"Q 26.375 6.390625 33.015625 6.390625 \r\n",
"Q 39.65625 6.390625 43.53125 10.953125 \r\n",
"Q 47.40625 15.53125 47.40625 23.390625 \r\n",
"Q 47.40625 31.296875 43.53125 35.828125 \r\n",
"Q 39.65625 40.375 33.015625 40.375 \r\n",
"z\r\n",
"M 52.59375 71.296875 \r\n",
"L 52.59375 62.3125 \r\n",
"Q 48.875 64.0625 45.09375 64.984375 \r\n",
"Q 41.3125 65.921875 37.59375 65.921875 \r\n",
"Q 27.828125 65.921875 22.671875 59.328125 \r\n",
"Q 17.53125 52.734375 16.796875 39.40625 \r\n",
"Q 19.671875 43.65625 24.015625 45.921875 \r\n",
"Q 28.375 48.1875 33.59375 48.1875 \r\n",
"Q 44.578125 48.1875 50.953125 41.515625 \r\n",
"Q 57.328125 34.859375 57.328125 23.390625 \r\n",
"Q 57.328125 12.15625 50.6875 5.359375 \r\n",
"Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
"Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
"Q 6.984375 17.96875 6.984375 36.375 \r\n",
"Q 6.984375 53.65625 15.1875 63.9375 \r\n",
"Q 23.390625 74.21875 37.203125 74.21875 \r\n",
"Q 40.921875 74.21875 44.703125 73.484375 \r\n",
"Q 48.484375 72.75 52.59375 71.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-54\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(21.15625 16.419805)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_13\">\r\n",
" <!-- total_bill -->\r\n",
" <defs>\r\n",
" <path d=\"M 30.609375 48.390625 \r\n",
"Q 23.390625 48.390625 19.1875 42.75 \r\n",
"Q 14.984375 37.109375 14.984375 27.296875 \r\n",
"Q 14.984375 17.484375 19.15625 11.84375 \r\n",
"Q 23.34375 6.203125 30.609375 6.203125 \r\n",
"Q 37.796875 6.203125 41.984375 11.859375 \r\n",
"Q 46.1875 17.53125 46.1875 27.296875 \r\n",
"Q 46.1875 37.015625 41.984375 42.703125 \r\n",
"Q 37.796875 48.390625 30.609375 48.390625 \r\n",
"z\r\n",
"M 30.609375 56 \r\n",
"Q 42.328125 56 49.015625 48.375 \r\n",
"Q 55.71875 40.765625 55.71875 27.296875 \r\n",
"Q 55.71875 13.875 49.015625 6.21875 \r\n",
"Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
"Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
"Q 5.515625 13.875 5.515625 27.296875 \r\n",
"Q 5.515625 40.765625 12.171875 48.375 \r\n",
"Q 18.84375 56 30.609375 56 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-111\"/>\r\n",
" <path d=\"M 9.421875 75.984375 \r\n",
"L 18.40625 75.984375 \r\n",
"L 18.40625 0 \r\n",
"L 9.421875 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-108\"/>\r\n",
" <path d=\"M 50.984375 -16.609375 \r\n",
"L 50.984375 -23.578125 \r\n",
"L -0.984375 -23.578125 \r\n",
"L -0.984375 -16.609375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-95\"/>\r\n",
" <path d=\"M 48.6875 27.296875 \r\n",
"Q 48.6875 37.203125 44.609375 42.84375 \r\n",
"Q 40.53125 48.484375 33.40625 48.484375 \r\n",
"Q 26.265625 48.484375 22.1875 42.84375 \r\n",
"Q 18.109375 37.203125 18.109375 27.296875 \r\n",
"Q 18.109375 17.390625 22.1875 11.75 \r\n",
"Q 26.265625 6.109375 33.40625 6.109375 \r\n",
"Q 40.53125 6.109375 44.609375 11.75 \r\n",
"Q 48.6875 17.390625 48.6875 27.296875 \r\n",
"z\r\n",
"M 18.109375 46.390625 \r\n",
"Q 20.953125 51.265625 25.265625 53.625 \r\n",
"Q 29.59375 56 35.59375 56 \r\n",
"Q 45.5625 56 51.78125 48.09375 \r\n",
"Q 58.015625 40.1875 58.015625 27.296875 \r\n",
"Q 58.015625 14.40625 51.78125 6.484375 \r\n",
"Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
"Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
"Q 20.953125 3.328125 18.109375 8.203125 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 75.984375 \r\n",
"L 18.109375 75.984375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-98\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(14.798438 137.194219)rotate(-90)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-116\"/>\r\n",
" <use x=\"39.208984\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
" <use x=\"100.390625\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
" <use x=\"139.599609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"200.878906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"228.662109\" xlink:href=\"#DejaVuSans-95\"/>\r\n",
" <use x=\"278.662109\" xlink:href=\"#DejaVuSans-98\"/>\r\n",
" <use x=\"342.138672\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" <use x=\"369.921875\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"397.705078\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"line2d_12\">\r\n",
" <path clip-path=\"url(#p2fc98c532e)\" d=\"M 82.73125 176.631059 \r\n",
"L 82.73125 106.983632 \r\n",
"\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_13\">\r\n",
" <path clip-path=\"url(#p2fc98c532e)\" d=\"M 82.73125 161.218949 \r\n",
"L 82.73125 137.120439 \r\n",
"\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_14\">\r\n",
" <path clip-path=\"url(#p2fc98c532e)\" d=\"M 166.43125 182.130362 \r\n",
"L 166.43125 109.577054 \r\n",
"\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_15\">\r\n",
" <path clip-path=\"url(#p2fc98c532e)\" d=\"M 166.43125 162.304749 \r\n",
"L 166.43125 132.136696 \r\n",
"\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_16\">\r\n",
" <path clip-path=\"url(#p2fc98c532e)\" d=\"M 250.13125 190.504302 \r\n",
"L 250.13125 76.92494 \r\n",
"\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_17\">\r\n",
" <path clip-path=\"url(#p2fc98c532e)\" d=\"M 250.13125 156.649215 \r\n",
"L 250.13125 122.794129 \r\n",
"\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_18\">\r\n",
" <path clip-path=\"url(#p2fc98c532e)\" d=\"M 333.83125 177.443456 \r\n",
"L 333.83125 73.394137 \r\n",
"\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_19\">\r\n",
" <path clip-path=\"url(#p2fc98c532e)\" d=\"M 333.83125 153.266831 \r\n",
"L 333.83125 120.114781 \r\n",
"\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_3\">\r\n",
" <path d=\"M 40.88125 224.64 \r\n",
"L 40.88125 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_4\">\r\n",
" <path d=\"M 375.68125 224.64 \r\n",
"L 375.68125 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_5\">\r\n",
" <path d=\"M 40.88125 224.64 \r\n",
"L 375.68125 224.64 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_6\">\r\n",
" <path d=\"M 40.88125 7.2 \r\n",
"L 375.68125 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 1.5 \r\n",
"C 0.397805 1.5 0.77937 1.341951 1.06066 1.06066 \r\n",
"C 1.341951 0.77937 1.5 0.397805 1.5 0 \r\n",
"C 1.5 -0.397805 1.341951 -0.77937 1.06066 -1.06066 \r\n",
"C 0.77937 -1.341951 0.397805 -1.5 0 -1.5 \r\n",
"C -0.397805 -1.5 -0.77937 -1.341951 -1.06066 -1.06066 \r\n",
"C -1.341951 -0.77937 -1.5 -0.397805 -1.5 0 \r\n",
"C -1.5 0.397805 -1.341951 0.77937 -1.06066 1.06066 \r\n",
"C -0.77937 1.341951 -0.397805 1.5 0 1.5 \r\n",
"z\r\n",
"\" id=\"m175700325c\" style=\"stroke:#545454;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p2fc98c532e)\">\r\n",
" <use style=\"fill:#ffffff;stroke:#545454;\" x=\"82.73125\" xlink:href=\"#m175700325c\" y=\"149.478249\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_2\">\r\n",
" <g clip-path=\"url(#p2fc98c532e)\">\r\n",
" <use style=\"fill:#ffffff;stroke:#545454;\" x=\"166.43125\" xlink:href=\"#m175700325c\" y=\"152.040424\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_3\">\r\n",
" <g clip-path=\"url(#p2fc98c532e)\">\r\n",
" <use style=\"fill:#ffffff;stroke:#545454;\" x=\"250.13125\" xlink:href=\"#m175700325c\" y=\"143.104056\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_4\">\r\n",
" <g clip-path=\"url(#p2fc98c532e)\">\r\n",
" <use style=\"fill:#ffffff;stroke:#545454;\" x=\"333.83125\" xlink:href=\"#m175700325c\" y=\"138.760857\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <defs>\r\n",
" <clipPath id=\"p2fc98c532e\">\r\n",
" <rect height=\"217.44\" width=\"334.8\" x=\"40.88125\" y=\"7.2\"/>\r\n",
" </clipPath>\r\n",
" </defs>\r\n",
"</svg>\r\n"
],
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# group by day\n",
"\n",
"ax = sns.violinplot(x=\"day\", y=\"total_bill\", data=tips, palette=\"muted\")"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"image/svg+xml": [
"<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
"<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
" \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
"<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
"<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 382.88125 262.19625\" width=\"382.88125pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
" <defs>\r\n",
" <style type=\"text/css\">\r\n",
"*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
" </style>\r\n",
" </defs>\r\n",
" <g id=\"figure_1\">\r\n",
" <g id=\"patch_1\">\r\n",
" <path d=\"M 0 262.19625 \r\n",
"L 382.88125 262.19625 \r\n",
"L 382.88125 0 \r\n",
"L 0 0 \r\n",
"z\r\n",
"\" style=\"fill:none;\"/>\r\n",
" </g>\r\n",
" <g id=\"axes_1\">\r\n",
" <g id=\"patch_2\">\r\n",
" <path d=\"M 40.88125 224.64 \r\n",
"L 375.68125 224.64 \r\n",
"L 375.68125 7.2 \r\n",
"L 40.88125 7.2 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;\"/>\r\n",
" </g>\r\n",
" <g id=\"PolyCollection_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 82.73125 -66.783188 \r\n",
"L 82.036416 -66.783188 \r\n",
"L 81.770072 -68.321552 \r\n",
"L 81.42414 -69.859916 \r\n",
"L 80.983264 -71.398281 \r\n",
"L 80.43181 -72.936645 \r\n",
"L 79.754696 -74.475009 \r\n",
"L 78.938358 -76.013374 \r\n",
"L 77.971796 -77.551738 \r\n",
"L 76.847627 -79.090102 \r\n",
"L 75.56305 -80.628466 \r\n",
"L 74.120651 -82.166831 \r\n",
"L 72.528966 -83.705195 \r\n",
"L 70.802738 -85.243559 \r\n",
"L 68.962834 -86.781923 \r\n",
"L 67.035805 -88.320288 \r\n",
"L 65.0531 -89.858652 \r\n",
"L 63.049967 -91.397016 \r\n",
"L 61.064094 -92.935381 \r\n",
"L 59.134077 -94.473745 \r\n",
"L 57.297804 -96.012109 \r\n",
"L 55.590867 -97.550473 \r\n",
"L 54.045127 -99.088838 \r\n",
"L 52.687527 -100.627202 \r\n",
"L 51.539273 -102.165566 \r\n",
"L 50.615416 -103.70393 \r\n",
"L 49.924862 -105.242295 \r\n",
"L 49.470771 -106.780659 \r\n",
"L 49.25125 -108.319023 \r\n",
"L 49.260213 -109.857388 \r\n",
"L 49.488276 -111.395752 \r\n",
"L 49.923538 -112.934116 \r\n",
"L 50.552162 -114.47248 \r\n",
"L 51.358714 -116.010845 \r\n",
"L 52.326253 -117.549209 \r\n",
"L 53.436269 -119.087573 \r\n",
"L 54.66855 -120.625937 \r\n",
"L 56.001111 -122.164302 \r\n",
"L 57.410292 -123.702666 \r\n",
"L 58.871083 -125.24103 \r\n",
"L 60.357718 -126.779395 \r\n",
"L 61.844498 -128.317759 \r\n",
"L 63.306763 -129.856123 \r\n",
"L 64.721923 -131.394487 \r\n",
"L 66.070423 -132.932852 \r\n",
"L 67.336524 -134.471216 \r\n",
"L 68.50884 -136.00958 \r\n",
"L 69.580551 -137.547944 \r\n",
"L 70.549293 -139.086309 \r\n",
"L 71.416753 -140.624673 \r\n",
"L 72.188003 -142.163037 \r\n",
"L 72.870667 -143.701402 \r\n",
"L 73.474005 -145.239766 \r\n",
"L 74.008 -146.77813 \r\n",
"L 74.482554 -148.316494 \r\n",
"L 74.906847 -149.854859 \r\n",
"L 75.288923 -151.393223 \r\n",
"L 75.635518 -152.931587 \r\n",
"L 75.952118 -154.469951 \r\n",
"L 76.243202 -156.008316 \r\n",
"L 76.512599 -157.54668 \r\n",
"L 76.763857 -159.085044 \r\n",
"L 77.00056 -160.623409 \r\n",
"L 77.226481 -162.161773 \r\n",
"L 77.445565 -163.700137 \r\n",
"L 77.661703 -165.238501 \r\n",
"L 77.878351 -166.776866 \r\n",
"L 78.098074 -168.31523 \r\n",
"L 78.322097 -169.853594 \r\n",
"L 78.549981 -171.391958 \r\n",
"L 78.779496 -172.930323 \r\n",
"L 79.006767 -174.468687 \r\n",
"L 79.226673 -176.007051 \r\n",
"L 79.433479 -177.545415 \r\n",
"L 79.621613 -179.08378 \r\n",
"L 79.786467 -180.622144 \r\n",
"L 79.925114 -182.160508 \r\n",
"L 80.036822 -183.698873 \r\n",
"L 80.123289 -185.237237 \r\n",
"L 80.188563 -186.775601 \r\n",
"L 80.238657 -188.313965 \r\n",
"L 80.280908 -189.85233 \r\n",
"L 80.323183 -191.390694 \r\n",
"L 80.37303 -192.929058 \r\n",
"L 80.436892 -194.467422 \r\n",
"L 80.519476 -196.005787 \r\n",
"L 80.623356 -197.544151 \r\n",
"L 80.748831 -199.082515 \r\n",
"L 80.89405 -200.62088 \r\n",
"L 81.055353 -202.159244 \r\n",
"L 81.227773 -203.697608 \r\n",
"L 81.405621 -205.235972 \r\n",
"L 81.583074 -206.774337 \r\n",
"L 81.754704 -208.312701 \r\n",
"L 81.915891 -209.851065 \r\n",
"L 82.06309 -211.389429 \r\n",
"L 82.193957 -212.927794 \r\n",
"L 82.307335 -214.466158 \r\n",
"L 82.403129 -216.004522 \r\n",
"L 82.482115 -217.542887 \r\n",
"L 82.545708 -219.081251 \r\n",
"L 82.73125 -219.081251 \r\n",
"L 82.73125 -219.081251 \r\n",
"L 82.73125 -217.542887 \r\n",
"L 82.73125 -216.004522 \r\n",
"L 82.73125 -214.466158 \r\n",
"L 82.73125 -212.927794 \r\n",
"L 82.73125 -211.389429 \r\n",
"L 82.73125 -209.851065 \r\n",
"L 82.73125 -208.312701 \r\n",
"L 82.73125 -206.774337 \r\n",
"L 82.73125 -205.235972 \r\n",
"L 82.73125 -203.697608 \r\n",
"L 82.73125 -202.159244 \r\n",
"L 82.73125 -200.62088 \r\n",
"L 82.73125 -199.082515 \r\n",
"L 82.73125 -197.544151 \r\n",
"L 82.73125 -196.005787 \r\n",
"L 82.73125 -194.467422 \r\n",
"L 82.73125 -192.929058 \r\n",
"L 82.73125 -191.390694 \r\n",
"L 82.73125 -189.85233 \r\n",
"L 82.73125 -188.313965 \r\n",
"L 82.73125 -186.775601 \r\n",
"L 82.73125 -185.237237 \r\n",
"L 82.73125 -183.698873 \r\n",
"L 82.73125 -182.160508 \r\n",
"L 82.73125 -180.622144 \r\n",
"L 82.73125 -179.08378 \r\n",
"L 82.73125 -177.545415 \r\n",
"L 82.73125 -176.007051 \r\n",
"L 82.73125 -174.468687 \r\n",
"L 82.73125 -172.930323 \r\n",
"L 82.73125 -171.391958 \r\n",
"L 82.73125 -169.853594 \r\n",
"L 82.73125 -168.31523 \r\n",
"L 82.73125 -166.776866 \r\n",
"L 82.73125 -165.238501 \r\n",
"L 82.73125 -163.700137 \r\n",
"L 82.73125 -162.161773 \r\n",
"L 82.73125 -160.623409 \r\n",
"L 82.73125 -159.085044 \r\n",
"L 82.73125 -157.54668 \r\n",
"L 82.73125 -156.008316 \r\n",
"L 82.73125 -154.469951 \r\n",
"L 82.73125 -152.931587 \r\n",
"L 82.73125 -151.393223 \r\n",
"L 82.73125 -149.854859 \r\n",
"L 82.73125 -148.316494 \r\n",
"L 82.73125 -146.77813 \r\n",
"L 82.73125 -145.239766 \r\n",
"L 82.73125 -143.701402 \r\n",
"L 82.73125 -142.163037 \r\n",
"L 82.73125 -140.624673 \r\n",
"L 82.73125 -139.086309 \r\n",
"L 82.73125 -137.547944 \r\n",
"L 82.73125 -136.00958 \r\n",
"L 82.73125 -134.471216 \r\n",
"L 82.73125 -132.932852 \r\n",
"L 82.73125 -131.394487 \r\n",
"L 82.73125 -129.856123 \r\n",
"L 82.73125 -128.317759 \r\n",
"L 82.73125 -126.779395 \r\n",
"L 82.73125 -125.24103 \r\n",
"L 82.73125 -123.702666 \r\n",
"L 82.73125 -122.164302 \r\n",
"L 82.73125 -120.625937 \r\n",
"L 82.73125 -119.087573 \r\n",
"L 82.73125 -117.549209 \r\n",
"L 82.73125 -116.010845 \r\n",
"L 82.73125 -114.47248 \r\n",
"L 82.73125 -112.934116 \r\n",
"L 82.73125 -111.395752 \r\n",
"L 82.73125 -109.857388 \r\n",
"L 82.73125 -108.319023 \r\n",
"L 82.73125 -106.780659 \r\n",
"L 82.73125 -105.242295 \r\n",
"L 82.73125 -103.70393 \r\n",
"L 82.73125 -102.165566 \r\n",
"L 82.73125 -100.627202 \r\n",
"L 82.73125 -99.088838 \r\n",
"L 82.73125 -97.550473 \r\n",
"L 82.73125 -96.012109 \r\n",
"L 82.73125 -94.473745 \r\n",
"L 82.73125 -92.935381 \r\n",
"L 82.73125 -91.397016 \r\n",
"L 82.73125 -89.858652 \r\n",
"L 82.73125 -88.320288 \r\n",
"L 82.73125 -86.781923 \r\n",
"L 82.73125 -85.243559 \r\n",
"L 82.73125 -83.705195 \r\n",
"L 82.73125 -82.166831 \r\n",
"L 82.73125 -80.628466 \r\n",
"L 82.73125 -79.090102 \r\n",
"L 82.73125 -77.551738 \r\n",
"L 82.73125 -76.013374 \r\n",
"L 82.73125 -74.475009 \r\n",
"L 82.73125 -72.936645 \r\n",
"L 82.73125 -71.398281 \r\n",
"L 82.73125 -69.859916 \r\n",
"L 82.73125 -68.321552 \r\n",
"L 82.73125 -66.783188 \r\n",
"z\r\n",
"\" id=\"m4c3d243553\" style=\"stroke:#545454;stroke-width:1.5;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#pea1ec59f6e)\">\r\n",
" <use style=\"fill:#597dbf;stroke:#545454;stroke-width:1.5;\" x=\"0\" xlink:href=\"#m4c3d243553\" y=\"262.19625\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PolyCollection_2\">\r\n",
" <defs>\r\n",
" <path d=\"M 166.43125 -79.704389 \r\n",
"L 165.058317 -79.704389 \r\n",
"L 164.807919 -80.182063 \r\n",
"L 164.523201 -80.659737 \r\n",
"L 164.201721 -81.137411 \r\n",
"L 163.841272 -81.615085 \r\n",
"L 163.439966 -82.092759 \r\n",
"L 162.996315 -82.570433 \r\n",
"L 162.509308 -83.048107 \r\n",
"L 161.978483 -83.525781 \r\n",
"L 161.403992 -84.003455 \r\n",
"L 160.786647 -84.48113 \r\n",
"L 160.127953 -84.958804 \r\n",
"L 159.430124 -85.436478 \r\n",
"L 158.696065 -85.914152 \r\n",
"L 157.929346 -86.391826 \r\n",
"L 157.134137 -86.8695 \r\n",
"L 156.315129 -87.347174 \r\n",
"L 155.477421 -87.824848 \r\n",
"L 154.626402 -88.302522 \r\n",
"L 153.7676 -88.780196 \r\n",
"L 152.906536 -89.257871 \r\n",
"L 152.048555 -89.735545 \r\n",
"L 151.198679 -90.213219 \r\n",
"L 150.361447 -90.690893 \r\n",
"L 149.540786 -91.168567 \r\n",
"L 148.739901 -91.646241 \r\n",
"L 147.961184 -92.123915 \r\n",
"L 147.206169 -92.601589 \r\n",
"L 146.475513 -93.079263 \r\n",
"L 145.769027 -93.556937 \r\n",
"L 145.085734 -94.034612 \r\n",
"L 144.423973 -94.512286 \r\n",
"L 143.781537 -94.98996 \r\n",
"L 143.155831 -95.467634 \r\n",
"L 142.54406 -95.945308 \r\n",
"L 141.943424 -96.422982 \r\n",
"L 141.351319 -96.900656 \r\n",
"L 140.765528 -97.37833 \r\n",
"L 140.184395 -97.856004 \r\n",
"L 139.606974 -98.333678 \r\n",
"L 139.033142 -98.811353 \r\n",
"L 138.463673 -99.289027 \r\n",
"L 137.900259 -99.766701 \r\n",
"L 137.345497 -100.244375 \r\n",
"L 136.802815 -100.722049 \r\n",
"L 136.276367 -101.199723 \r\n",
"L 135.770879 -101.677397 \r\n",
"L 135.291481 -102.155071 \r\n",
"L 134.843508 -102.632745 \r\n",
"L 134.432296 -103.110419 \r\n",
"L 134.06299 -103.588094 \r\n",
"L 133.740357 -104.065768 \r\n",
"L 133.468632 -104.543442 \r\n",
"L 133.251398 -105.021116 \r\n",
"L 133.091499 -105.49879 \r\n",
"L 132.991013 -105.976464 \r\n",
"L 132.95125 -106.454138 \r\n",
"L 132.972811 -106.931812 \r\n",
"L 133.055668 -107.409486 \r\n",
"L 133.199283 -107.88716 \r\n",
"L 133.402738 -108.364835 \r\n",
"L 133.664881 -108.842509 \r\n",
"L 133.984454 -109.320183 \r\n",
"L 134.36022 -109.797857 \r\n",
"L 134.791058 -110.275531 \r\n",
"L 135.276023 -110.753205 \r\n",
"L 135.814372 -111.230879 \r\n",
"L 136.405548 -111.708553 \r\n",
"L 137.049129 -112.186227 \r\n",
"L 137.744733 -112.663901 \r\n",
"L 138.491904 -113.141576 \r\n",
"L 139.289977 -113.61925 \r\n",
"L 140.137928 -114.096924 \r\n",
"L 141.034234 -114.574598 \r\n",
"L 141.976744 -115.052272 \r\n",
"L 142.962569 -115.529946 \r\n",
"L 143.988016 -116.00762 \r\n",
"L 145.048549 -116.485294 \r\n",
"L 146.138798 -116.962968 \r\n",
"L 147.252611 -117.440642 \r\n",
"L 148.383148 -117.918316 \r\n",
"L 149.523013 -118.395991 \r\n",
"L 150.664417 -118.873665 \r\n",
"L 151.799358 -119.351339 \r\n",
"L 152.919825 -119.829013 \r\n",
"L 154.017993 -120.306687 \r\n",
"L 155.086424 -120.784361 \r\n",
"L 156.11824 -121.262035 \r\n",
"L 157.107283 -121.739709 \r\n",
"L 158.048242 -122.217383 \r\n",
"L 158.936745 -122.695057 \r\n",
"L 159.769421 -123.172732 \r\n",
"L 160.543917 -123.650406 \r\n",
"L 161.258896 -124.12808 \r\n",
"L 161.913986 -124.605754 \r\n",
"L 162.509717 -125.083428 \r\n",
"L 163.047428 -125.561102 \r\n",
"L 163.529162 -126.038776 \r\n",
"L 163.957547 -126.51645 \r\n",
"L 164.33568 -126.994124 \r\n",
"L 166.43125 -126.994124 \r\n",
"L 166.43125 -126.994124 \r\n",
"L 166.43125 -126.51645 \r\n",
"L 166.43125 -126.038776 \r\n",
"L 166.43125 -125.561102 \r\n",
"L 166.43125 -125.083428 \r\n",
"L 166.43125 -124.605754 \r\n",
"L 166.43125 -124.12808 \r\n",
"L 166.43125 -123.650406 \r\n",
"L 166.43125 -123.172732 \r\n",
"L 166.43125 -122.695057 \r\n",
"L 166.43125 -122.217383 \r\n",
"L 166.43125 -121.739709 \r\n",
"L 166.43125 -121.262035 \r\n",
"L 166.43125 -120.784361 \r\n",
"L 166.43125 -120.306687 \r\n",
"L 166.43125 -119.829013 \r\n",
"L 166.43125 -119.351339 \r\n",
"L 166.43125 -118.873665 \r\n",
"L 166.43125 -118.395991 \r\n",
"L 166.43125 -117.918316 \r\n",
"L 166.43125 -117.440642 \r\n",
"L 166.43125 -116.962968 \r\n",
"L 166.43125 -116.485294 \r\n",
"L 166.43125 -116.00762 \r\n",
"L 166.43125 -115.529946 \r\n",
"L 166.43125 -115.052272 \r\n",
"L 166.43125 -114.574598 \r\n",
"L 166.43125 -114.096924 \r\n",
"L 166.43125 -113.61925 \r\n",
"L 166.43125 -113.141576 \r\n",
"L 166.43125 -112.663901 \r\n",
"L 166.43125 -112.186227 \r\n",
"L 166.43125 -111.708553 \r\n",
"L 166.43125 -111.230879 \r\n",
"L 166.43125 -110.753205 \r\n",
"L 166.43125 -110.275531 \r\n",
"L 166.43125 -109.797857 \r\n",
"L 166.43125 -109.320183 \r\n",
"L 166.43125 -108.842509 \r\n",
"L 166.43125 -108.364835 \r\n",
"L 166.43125 -107.88716 \r\n",
"L 166.43125 -107.409486 \r\n",
"L 166.43125 -106.931812 \r\n",
"L 166.43125 -106.454138 \r\n",
"L 166.43125 -105.976464 \r\n",
"L 166.43125 -105.49879 \r\n",
"L 166.43125 -105.021116 \r\n",
"L 166.43125 -104.543442 \r\n",
"L 166.43125 -104.065768 \r\n",
"L 166.43125 -103.588094 \r\n",
"L 166.43125 -103.110419 \r\n",
"L 166.43125 -102.632745 \r\n",
"L 166.43125 -102.155071 \r\n",
"L 166.43125 -101.677397 \r\n",
"L 166.43125 -101.199723 \r\n",
"L 166.43125 -100.722049 \r\n",
"L 166.43125 -100.244375 \r\n",
"L 166.43125 -99.766701 \r\n",
"L 166.43125 -99.289027 \r\n",
"L 166.43125 -98.811353 \r\n",
"L 166.43125 -98.333678 \r\n",
"L 166.43125 -97.856004 \r\n",
"L 166.43125 -97.37833 \r\n",
"L 166.43125 -96.900656 \r\n",
"L 166.43125 -96.422982 \r\n",
"L 166.43125 -95.945308 \r\n",
"L 166.43125 -95.467634 \r\n",
"L 166.43125 -94.98996 \r\n",
"L 166.43125 -94.512286 \r\n",
"L 166.43125 -94.034612 \r\n",
"L 166.43125 -93.556937 \r\n",
"L 166.43125 -93.079263 \r\n",
"L 166.43125 -92.601589 \r\n",
"L 166.43125 -92.123915 \r\n",
"L 166.43125 -91.646241 \r\n",
"L 166.43125 -91.168567 \r\n",
"L 166.43125 -90.690893 \r\n",
"L 166.43125 -90.213219 \r\n",
"L 166.43125 -89.735545 \r\n",
"L 166.43125 -89.257871 \r\n",
"L 166.43125 -88.780196 \r\n",
"L 166.43125 -88.302522 \r\n",
"L 166.43125 -87.824848 \r\n",
"L 166.43125 -87.347174 \r\n",
"L 166.43125 -86.8695 \r\n",
"L 166.43125 -86.391826 \r\n",
"L 166.43125 -85.914152 \r\n",
"L 166.43125 -85.436478 \r\n",
"L 166.43125 -84.958804 \r\n",
"L 166.43125 -84.48113 \r\n",
"L 166.43125 -84.003455 \r\n",
"L 166.43125 -83.525781 \r\n",
"L 166.43125 -83.048107 \r\n",
"L 166.43125 -82.570433 \r\n",
"L 166.43125 -82.092759 \r\n",
"L 166.43125 -81.615085 \r\n",
"L 166.43125 -81.137411 \r\n",
"L 166.43125 -80.659737 \r\n",
"L 166.43125 -80.182063 \r\n",
"L 166.43125 -79.704389 \r\n",
"z\r\n",
"\" id=\"m3b30221142\" style=\"stroke:#545454;stroke-width:1.5;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#pea1ec59f6e)\">\r\n",
" <use style=\"fill:#597dbf;stroke:#545454;stroke-width:1.5;\" x=\"0\" xlink:href=\"#m3b30221142\" y=\"262.19625\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PolyCollection_3\">\r\n",
" <defs>\r\n",
" <path d=\"M 166.712038 -47.439886 \r\n",
"L 166.43125 -47.439886 \r\n",
"L 166.43125 -49.223181 \r\n",
"L 166.43125 -51.006476 \r\n",
"L 166.43125 -52.789771 \r\n",
"L 166.43125 -54.573065 \r\n",
"L 166.43125 -56.35636 \r\n",
"L 166.43125 -58.139655 \r\n",
"L 166.43125 -59.922949 \r\n",
"L 166.43125 -61.706244 \r\n",
"L 166.43125 -63.489539 \r\n",
"L 166.43125 -65.272834 \r\n",
"L 166.43125 -67.056128 \r\n",
"L 166.43125 -68.839423 \r\n",
"L 166.43125 -70.622718 \r\n",
"L 166.43125 -72.406012 \r\n",
"L 166.43125 -74.189307 \r\n",
"L 166.43125 -75.972602 \r\n",
"L 166.43125 -77.755897 \r\n",
"L 166.43125 -79.539191 \r\n",
"L 166.43125 -81.322486 \r\n",
"L 166.43125 -83.105781 \r\n",
"L 166.43125 -84.889076 \r\n",
"L 166.43125 -86.67237 \r\n",
"L 166.43125 -88.455665 \r\n",
"L 166.43125 -90.23896 \r\n",
"L 166.43125 -92.022254 \r\n",
"L 166.43125 -93.805549 \r\n",
"L 166.43125 -95.588844 \r\n",
"L 166.43125 -97.372139 \r\n",
"L 166.43125 -99.155433 \r\n",
"L 166.43125 -100.938728 \r\n",
"L 166.43125 -102.722023 \r\n",
"L 166.43125 -104.505317 \r\n",
"L 166.43125 -106.288612 \r\n",
"L 166.43125 -108.071907 \r\n",
"L 166.43125 -109.855202 \r\n",
"L 166.43125 -111.638496 \r\n",
"L 166.43125 -113.421791 \r\n",
"L 166.43125 -115.205086 \r\n",
"L 166.43125 -116.988381 \r\n",
"L 166.43125 -118.771675 \r\n",
"L 166.43125 -120.55497 \r\n",
"L 166.43125 -122.338265 \r\n",
"L 166.43125 -124.121559 \r\n",
"L 166.43125 -125.904854 \r\n",
"L 166.43125 -127.688149 \r\n",
"L 166.43125 -129.471444 \r\n",
"L 166.43125 -131.254738 \r\n",
"L 166.43125 -133.038033 \r\n",
"L 166.43125 -134.821328 \r\n",
"L 166.43125 -136.604622 \r\n",
"L 166.43125 -138.387917 \r\n",
"L 166.43125 -140.171212 \r\n",
"L 166.43125 -141.954507 \r\n",
"L 166.43125 -143.737801 \r\n",
"L 166.43125 -145.521096 \r\n",
"L 166.43125 -147.304391 \r\n",
"L 166.43125 -149.087685 \r\n",
"L 166.43125 -150.87098 \r\n",
"L 166.43125 -152.654275 \r\n",
"L 166.43125 -154.43757 \r\n",
"L 166.43125 -156.220864 \r\n",
"L 166.43125 -158.004159 \r\n",
"L 166.43125 -159.787454 \r\n",
"L 166.43125 -161.570749 \r\n",
"L 166.43125 -163.354043 \r\n",
"L 166.43125 -165.137338 \r\n",
"L 166.43125 -166.920633 \r\n",
"L 166.43125 -168.703927 \r\n",
"L 166.43125 -170.487222 \r\n",
"L 166.43125 -172.270517 \r\n",
"L 166.43125 -174.053812 \r\n",
"L 166.43125 -175.837106 \r\n",
"L 166.43125 -177.620401 \r\n",
"L 166.43125 -179.403696 \r\n",
"L 166.43125 -181.18699 \r\n",
"L 166.43125 -182.970285 \r\n",
"L 166.43125 -184.75358 \r\n",
"L 166.43125 -186.536875 \r\n",
"L 166.43125 -188.320169 \r\n",
"L 166.43125 -190.103464 \r\n",
"L 166.43125 -191.886759 \r\n",
"L 166.43125 -193.670054 \r\n",
"L 166.43125 -195.453348 \r\n",
"L 166.43125 -197.236643 \r\n",
"L 166.43125 -199.019938 \r\n",
"L 166.43125 -200.803232 \r\n",
"L 166.43125 -202.586527 \r\n",
"L 166.43125 -204.369822 \r\n",
"L 166.43125 -206.153117 \r\n",
"L 166.43125 -207.936411 \r\n",
"L 166.43125 -209.719706 \r\n",
"L 166.43125 -211.503001 \r\n",
"L 166.43125 -213.286295 \r\n",
"L 166.43125 -215.06959 \r\n",
"L 166.43125 -216.852885 \r\n",
"L 166.43125 -218.63618 \r\n",
"L 166.43125 -220.419474 \r\n",
"L 166.43125 -222.202769 \r\n",
"L 166.43125 -223.986064 \r\n",
"L 166.663316 -223.986064 \r\n",
"L 166.663316 -223.986064 \r\n",
"L 166.71394 -222.202769 \r\n",
"L 166.772201 -220.419474 \r\n",
"L 166.838421 -218.63618 \r\n",
"L 166.912745 -216.852885 \r\n",
"L 166.995106 -215.06959 \r\n",
"L 167.085198 -213.286295 \r\n",
"L 167.182465 -211.503001 \r\n",
"L 167.2861 -209.719706 \r\n",
"L 167.395056 -207.936411 \r\n",
"L 167.508088 -206.153117 \r\n",
"L 167.623799 -204.369822 \r\n",
"L 167.740719 -202.586527 \r\n",
"L 167.857383 -200.803232 \r\n",
"L 167.972438 -199.019938 \r\n",
"L 168.084738 -197.236643 \r\n",
"L 168.193454 -195.453348 \r\n",
"L 168.298161 -193.670054 \r\n",
"L 168.398921 -191.886759 \r\n",
"L 168.496332 -190.103464 \r\n",
"L 168.591554 -188.320169 \r\n",
"L 168.686301 -186.536875 \r\n",
"L 168.782793 -184.75358 \r\n",
"L 168.883678 -182.970285 \r\n",
"L 168.991917 -181.18699 \r\n",
"L 169.110648 -179.403696 \r\n",
"L 169.243026 -177.620401 \r\n",
"L 169.392058 -175.837106 \r\n",
"L 169.560435 -174.053812 \r\n",
"L 169.750378 -172.270517 \r\n",
"L 169.963507 -170.487222 \r\n",
"L 170.200734 -168.703927 \r\n",
"L 170.462193 -166.920633 \r\n",
"L 170.747214 -165.137338 \r\n",
"L 171.054333 -163.354043 \r\n",
"L 171.381339 -161.570749 \r\n",
"L 171.725366 -159.787454 \r\n",
"L 172.083004 -158.004159 \r\n",
"L 172.450442 -156.220864 \r\n",
"L 172.823617 -154.43757 \r\n",
"L 173.198377 -152.654275 \r\n",
"L 173.570636 -150.87098 \r\n",
"L 173.936521 -149.087685 \r\n",
"L 174.2925 -147.304391 \r\n",
"L 174.635482 -145.521096 \r\n",
"L 174.962897 -143.737801 \r\n",
"L 175.272736 -141.954507 \r\n",
"L 175.563555 -140.171212 \r\n",
"L 175.83445 -138.387917 \r\n",
"L 176.084999 -136.604622 \r\n",
"L 176.315166 -134.821328 \r\n",
"L 176.525191 -133.038033 \r\n",
"L 176.715458 -131.254738 \r\n",
"L 176.886359 -129.471444 \r\n",
"L 177.038152 -127.688149 \r\n",
"L 177.170843 -125.904854 \r\n",
"L 177.284079 -124.121559 \r\n",
"L 177.37708 -122.338265 \r\n",
"L 177.44861 -120.55497 \r\n",
"L 177.496984 -118.771675 \r\n",
"L 177.520127 -116.988381 \r\n",
"L 177.515672 -115.205086 \r\n",
"L 177.481097 -113.421791 \r\n",
"L 177.413884 -111.638496 \r\n",
"L 177.311698 -109.855202 \r\n",
"L 177.172569 -108.071907 \r\n",
"L 176.995064 -106.288612 \r\n",
"L 176.778428 -104.505317 \r\n",
"L 176.522701 -102.722023 \r\n",
"L 176.228785 -100.938728 \r\n",
"L 175.898467 -99.155433 \r\n",
"L 175.534394 -97.372139 \r\n",
"L 175.140001 -95.588844 \r\n",
"L 174.719402 -93.805549 \r\n",
"L 174.277252 -92.022254 \r\n",
"L 173.818585 -90.23896 \r\n",
"L 173.348646 -88.455665 \r\n",
"L 172.872724 -86.67237 \r\n",
"L 172.395992 -84.889076 \r\n",
"L 171.923374 -83.105781 \r\n",
"L 171.45942 -81.322486 \r\n",
"L 171.008225 -79.539191 \r\n",
"L 170.57336 -77.755897 \r\n",
"L 170.157839 -75.972602 \r\n",
"L 169.764099 -74.189307 \r\n",
"L 169.394012 -72.406012 \r\n",
"L 169.048903 -70.622718 \r\n",
"L 168.729583 -68.839423 \r\n",
"L 168.436394 -67.056128 \r\n",
"L 168.169255 -65.272834 \r\n",
"L 167.927711 -63.489539 \r\n",
"L 167.71099 -61.706244 \r\n",
"L 167.518049 -59.922949 \r\n",
"L 167.34763 -58.139655 \r\n",
"L 167.198305 -56.35636 \r\n",
"L 167.068527 -54.573065 \r\n",
"L 166.95667 -52.789771 \r\n",
"L 166.861071 -51.006476 \r\n",
"L 166.78007 -49.223181 \r\n",
"L 166.712038 -47.439886 \r\n",
"z\r\n",
"\" id=\"me2a5699c06\" style=\"stroke:#545454;stroke-width:1.5;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#pea1ec59f6e)\">\r\n",
" <use style=\"fill:#d98b5f;stroke:#545454;stroke-width:1.5;\" x=\"0\" xlink:href=\"#me2a5699c06\" y=\"262.19625\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PolyCollection_4\">\r\n",
" <defs>\r\n",
" <path d=\"M 250.25498 -50.766607 \r\n",
"L 250.13125 -50.766607 \r\n",
"L 250.13125 -52.729698 \r\n",
"L 250.13125 -54.692789 \r\n",
"L 250.13125 -56.65588 \r\n",
"L 250.13125 -58.618971 \r\n",
"L 250.13125 -60.582062 \r\n",
"L 250.13125 -62.545152 \r\n",
"L 250.13125 -64.508243 \r\n",
"L 250.13125 -66.471334 \r\n",
"L 250.13125 -68.434425 \r\n",
"L 250.13125 -70.397516 \r\n",
"L 250.13125 -72.360607 \r\n",
"L 250.13125 -74.323698 \r\n",
"L 250.13125 -76.286789 \r\n",
"L 250.13125 -78.24988 \r\n",
"L 250.13125 -80.212971 \r\n",
"L 250.13125 -82.176062 \r\n",
"L 250.13125 -84.139153 \r\n",
"L 250.13125 -86.102244 \r\n",
"L 250.13125 -88.065335 \r\n",
"L 250.13125 -90.028426 \r\n",
"L 250.13125 -91.991517 \r\n",
"L 250.13125 -93.954608 \r\n",
"L 250.13125 -95.917699 \r\n",
"L 250.13125 -97.88079 \r\n",
"L 250.13125 -99.843881 \r\n",
"L 250.13125 -101.806972 \r\n",
"L 250.13125 -103.770063 \r\n",
"L 250.13125 -105.733154 \r\n",
"L 250.13125 -107.696245 \r\n",
"L 250.13125 -109.659336 \r\n",
"L 250.13125 -111.622427 \r\n",
"L 250.13125 -113.585518 \r\n",
"L 250.13125 -115.548609 \r\n",
"L 250.13125 -117.5117 \r\n",
"L 250.13125 -119.474791 \r\n",
"L 250.13125 -121.437882 \r\n",
"L 250.13125 -123.400973 \r\n",
"L 250.13125 -125.364064 \r\n",
"L 250.13125 -127.327155 \r\n",
"L 250.13125 -129.290246 \r\n",
"L 250.13125 -131.253337 \r\n",
"L 250.13125 -133.216428 \r\n",
"L 250.13125 -135.179519 \r\n",
"L 250.13125 -137.14261 \r\n",
"L 250.13125 -139.105701 \r\n",
"L 250.13125 -141.068792 \r\n",
"L 250.13125 -143.031883 \r\n",
"L 250.13125 -144.994974 \r\n",
"L 250.13125 -146.958065 \r\n",
"L 250.13125 -148.921156 \r\n",
"L 250.13125 -150.884247 \r\n",
"L 250.13125 -152.847338 \r\n",
"L 250.13125 -154.810429 \r\n",
"L 250.13125 -156.77352 \r\n",
"L 250.13125 -158.736611 \r\n",
"L 250.13125 -160.699701 \r\n",
"L 250.13125 -162.662792 \r\n",
"L 250.13125 -164.625883 \r\n",
"L 250.13125 -166.588974 \r\n",
"L 250.13125 -168.552065 \r\n",
"L 250.13125 -170.515156 \r\n",
"L 250.13125 -172.478247 \r\n",
"L 250.13125 -174.441338 \r\n",
"L 250.13125 -176.404429 \r\n",
"L 250.13125 -178.36752 \r\n",
"L 250.13125 -180.330611 \r\n",
"L 250.13125 -182.293702 \r\n",
"L 250.13125 -184.256793 \r\n",
"L 250.13125 -186.219884 \r\n",
"L 250.13125 -188.182975 \r\n",
"L 250.13125 -190.146066 \r\n",
"L 250.13125 -192.109157 \r\n",
"L 250.13125 -194.072248 \r\n",
"L 250.13125 -196.035339 \r\n",
"L 250.13125 -197.99843 \r\n",
"L 250.13125 -199.961521 \r\n",
"L 250.13125 -201.924612 \r\n",
"L 250.13125 -203.887703 \r\n",
"L 250.13125 -205.850794 \r\n",
"L 250.13125 -207.813885 \r\n",
"L 250.13125 -209.776976 \r\n",
"L 250.13125 -211.740067 \r\n",
"L 250.13125 -213.703158 \r\n",
"L 250.13125 -215.666249 \r\n",
"L 250.13125 -217.62934 \r\n",
"L 250.13125 -219.592431 \r\n",
"L 250.13125 -221.555522 \r\n",
"L 250.13125 -223.518613 \r\n",
"L 250.13125 -225.481704 \r\n",
"L 250.13125 -227.444795 \r\n",
"L 250.13125 -229.407886 \r\n",
"L 250.13125 -231.370977 \r\n",
"L 250.13125 -233.334068 \r\n",
"L 250.13125 -235.297159 \r\n",
"L 250.13125 -237.26025 \r\n",
"L 250.13125 -239.223341 \r\n",
"L 250.13125 -241.186432 \r\n",
"L 250.13125 -243.149523 \r\n",
"L 250.13125 -245.112614 \r\n",
"L 250.28853 -245.112614 \r\n",
"L 250.28853 -245.112614 \r\n",
"L 250.354758 -243.149523 \r\n",
"L 250.441288 -241.186432 \r\n",
"L 250.551125 -239.223341 \r\n",
"L 250.686511 -237.26025 \r\n",
"L 250.848455 -235.297159 \r\n",
"L 251.036283 -233.334068 \r\n",
"L 251.24729 -231.370977 \r\n",
"L 251.476578 -229.407886 \r\n",
"L 251.717136 -227.444795 \r\n",
"L 251.96022 -225.481704 \r\n",
"L 252.196024 -223.518613 \r\n",
"L 252.414584 -221.555522 \r\n",
"L 252.606826 -219.592431 \r\n",
"L 252.765621 -217.62934 \r\n",
"L 252.886684 -215.666249 \r\n",
"L 252.969197 -213.703158 \r\n",
"L 253.016034 -211.740067 \r\n",
"L 253.033545 -209.776976 \r\n",
"L 253.030901 -207.813885 \r\n",
"L 253.019077 -205.850794 \r\n",
"L 253.009603 -203.887703 \r\n",
"L 253.013228 -201.924612 \r\n",
"L 253.038691 -199.961521 \r\n",
"L 253.091764 -197.99843 \r\n",
"L 253.174729 -196.035339 \r\n",
"L 253.286362 -194.072248 \r\n",
"L 253.422484 -192.109157 \r\n",
"L 253.577009 -190.146066 \r\n",
"L 253.743356 -188.182975 \r\n",
"L 253.916026 -186.219884 \r\n",
"L 254.09208 -184.256793 \r\n",
"L 254.272272 -182.293702 \r\n",
"L 254.461633 -180.330611 \r\n",
"L 254.669365 -178.36752 \r\n",
"L 254.908052 -176.404429 \r\n",
"L 255.192282 -174.441338 \r\n",
"L 255.536896 -172.478247 \r\n",
"L 255.955132 -170.515156 \r\n",
"L 256.456953 -168.552065 \r\n",
"L 257.047809 -166.588974 \r\n",
"L 257.728037 -164.625883 \r\n",
"L 258.492968 -162.662792 \r\n",
"L 259.333761 -160.699701 \r\n",
"L 260.238818 -158.736611 \r\n",
"L 261.195603 -156.77352 \r\n",
"L 262.192594 -154.810429 \r\n",
"L 263.221063 -152.847338 \r\n",
"L 264.276381 -150.884247 \r\n",
"L 265.358601 -148.921156 \r\n",
"L 266.472147 -146.958065 \r\n",
"L 267.624576 -144.994974 \r\n",
"L 268.824528 -143.031883 \r\n",
"L 270.079146 -141.068792 \r\n",
"L 271.391363 -139.105701 \r\n",
"L 272.7575 -137.14261 \r\n",
"L 274.165605 -135.179519 \r\n",
"L 275.594848 -133.216428 \r\n",
"L 277.01609 -131.253337 \r\n",
"L 278.393549 -129.290246 \r\n",
"L 279.68729 -127.327155 \r\n",
"L 280.856118 -125.364064 \r\n",
"L 281.860433 -123.400973 \r\n",
"L 282.66464 -121.437882 \r\n",
"L 283.238858 -119.474791 \r\n",
"L 283.559848 -117.5117 \r\n",
"L 283.61125 -115.548609 \r\n",
"L 283.383368 -113.585518 \r\n",
"L 282.872798 -111.622427 \r\n",
"L 282.082164 -109.659336 \r\n",
"L 281.020133 -107.696245 \r\n",
"L 279.701738 -105.733154 \r\n",
"L 278.148866 -103.770063 \r\n",
"L 276.390668 -101.806972 \r\n",
"L 274.463584 -99.843881 \r\n",
"L 272.410711 -97.88079 \r\n",
"L 270.28037 -95.917699 \r\n",
"L 268.123855 -93.954608 \r\n",
"L 265.992573 -91.991517 \r\n",
"L 263.934886 -90.028426 \r\n",
"L 261.993089 -88.065335 \r\n",
"L 260.200925 -86.102244 \r\n",
"L 258.581959 -84.139153 \r\n",
"L 257.149019 -82.176062 \r\n",
"L 255.904679 -80.212971 \r\n",
"L 254.842659 -78.24988 \r\n",
"L 253.94985 -76.286789 \r\n",
"L 253.208638 -74.323698 \r\n",
"L 252.599188 -72.360607 \r\n",
"L 252.10142 -70.397516 \r\n",
"L 251.696505 -68.434425 \r\n",
"L 251.367805 -66.471334 \r\n",
"L 251.101292 -64.508243 \r\n",
"L 250.885545 -62.545152 \r\n",
"L 250.711456 -60.582062 \r\n",
"L 250.571798 -58.618971 \r\n",
"L 250.460767 -56.65588 \r\n",
"L 250.373576 -54.692789 \r\n",
"L 250.30616 -52.729698 \r\n",
"L 250.25498 -50.766607 \r\n",
"z\r\n",
"\" id=\"m7a210dfc90\" style=\"stroke:#545454;stroke-width:1.5;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#pea1ec59f6e)\">\r\n",
" <use style=\"fill:#d98b5f;stroke:#545454;stroke-width:1.5;\" x=\"0\" xlink:href=\"#m7a210dfc90\" y=\"262.19625\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PolyCollection_5\">\r\n",
" <defs>\r\n",
" <path d=\"M 334.202465 -64.629427 \r\n",
"L 333.83125 -64.629427 \r\n",
"L 333.83125 -66.360248 \r\n",
"L 333.83125 -68.091069 \r\n",
"L 333.83125 -69.82189 \r\n",
"L 333.83125 -71.552711 \r\n",
"L 333.83125 -73.283532 \r\n",
"L 333.83125 -75.014353 \r\n",
"L 333.83125 -76.745174 \r\n",
"L 333.83125 -78.475995 \r\n",
"L 333.83125 -80.206816 \r\n",
"L 333.83125 -81.937637 \r\n",
"L 333.83125 -83.668458 \r\n",
"L 333.83125 -85.399279 \r\n",
"L 333.83125 -87.1301 \r\n",
"L 333.83125 -88.860921 \r\n",
"L 333.83125 -90.591742 \r\n",
"L 333.83125 -92.322563 \r\n",
"L 333.83125 -94.053384 \r\n",
"L 333.83125 -95.784205 \r\n",
"L 333.83125 -97.515025 \r\n",
"L 333.83125 -99.245846 \r\n",
"L 333.83125 -100.976667 \r\n",
"L 333.83125 -102.707488 \r\n",
"L 333.83125 -104.438309 \r\n",
"L 333.83125 -106.16913 \r\n",
"L 333.83125 -107.899951 \r\n",
"L 333.83125 -109.630772 \r\n",
"L 333.83125 -111.361593 \r\n",
"L 333.83125 -113.092414 \r\n",
"L 333.83125 -114.823235 \r\n",
"L 333.83125 -116.554056 \r\n",
"L 333.83125 -118.284877 \r\n",
"L 333.83125 -120.015698 \r\n",
"L 333.83125 -121.746519 \r\n",
"L 333.83125 -123.47734 \r\n",
"L 333.83125 -125.208161 \r\n",
"L 333.83125 -126.938982 \r\n",
"L 333.83125 -128.669803 \r\n",
"L 333.83125 -130.400624 \r\n",
"L 333.83125 -132.131445 \r\n",
"L 333.83125 -133.862266 \r\n",
"L 333.83125 -135.593087 \r\n",
"L 333.83125 -137.323907 \r\n",
"L 333.83125 -139.054728 \r\n",
"L 333.83125 -140.785549 \r\n",
"L 333.83125 -142.51637 \r\n",
"L 333.83125 -144.247191 \r\n",
"L 333.83125 -145.978012 \r\n",
"L 333.83125 -147.708833 \r\n",
"L 333.83125 -149.439654 \r\n",
"L 333.83125 -151.170475 \r\n",
"L 333.83125 -152.901296 \r\n",
"L 333.83125 -154.632117 \r\n",
"L 333.83125 -156.362938 \r\n",
"L 333.83125 -158.093759 \r\n",
"L 333.83125 -159.82458 \r\n",
"L 333.83125 -161.555401 \r\n",
"L 333.83125 -163.286222 \r\n",
"L 333.83125 -165.017043 \r\n",
"L 333.83125 -166.747864 \r\n",
"L 333.83125 -168.478685 \r\n",
"L 333.83125 -170.209506 \r\n",
"L 333.83125 -171.940327 \r\n",
"L 333.83125 -173.671148 \r\n",
"L 333.83125 -175.401968 \r\n",
"L 333.83125 -177.132789 \r\n",
"L 333.83125 -178.86361 \r\n",
"L 333.83125 -180.594431 \r\n",
"L 333.83125 -182.325252 \r\n",
"L 333.83125 -184.056073 \r\n",
"L 333.83125 -185.786894 \r\n",
"L 333.83125 -187.517715 \r\n",
"L 333.83125 -189.248536 \r\n",
"L 333.83125 -190.979357 \r\n",
"L 333.83125 -192.710178 \r\n",
"L 333.83125 -194.440999 \r\n",
"L 333.83125 -196.17182 \r\n",
"L 333.83125 -197.902641 \r\n",
"L 333.83125 -199.633462 \r\n",
"L 333.83125 -201.364283 \r\n",
"L 333.83125 -203.095104 \r\n",
"L 333.83125 -204.825925 \r\n",
"L 333.83125 -206.556746 \r\n",
"L 333.83125 -208.287567 \r\n",
"L 333.83125 -210.018388 \r\n",
"L 333.83125 -211.749209 \r\n",
"L 333.83125 -213.48003 \r\n",
"L 333.83125 -215.21085 \r\n",
"L 333.83125 -216.941671 \r\n",
"L 333.83125 -218.672492 \r\n",
"L 333.83125 -220.403313 \r\n",
"L 333.83125 -222.134134 \r\n",
"L 333.83125 -223.864955 \r\n",
"L 333.83125 -225.595776 \r\n",
"L 333.83125 -227.326597 \r\n",
"L 333.83125 -229.057418 \r\n",
"L 333.83125 -230.788239 \r\n",
"L 333.83125 -232.51906 \r\n",
"L 333.83125 -234.249881 \r\n",
"L 333.83125 -235.980702 \r\n",
"L 333.993044 -235.980702 \r\n",
"L 333.993044 -235.980702 \r\n",
"L 334.051748 -234.249881 \r\n",
"L 334.125493 -232.51906 \r\n",
"L 334.215807 -230.788239 \r\n",
"L 334.323601 -229.057418 \r\n",
"L 334.448933 -227.326597 \r\n",
"L 334.590828 -225.595776 \r\n",
"L 334.747164 -223.864955 \r\n",
"L 334.914682 -222.134134 \r\n",
"L 335.089128 -220.403313 \r\n",
"L 335.265539 -218.672492 \r\n",
"L 335.43866 -216.941671 \r\n",
"L 335.603455 -215.21085 \r\n",
"L 335.755657 -213.48003 \r\n",
"L 335.892296 -211.749209 \r\n",
"L 336.012147 -210.018388 \r\n",
"L 336.116022 -208.287567 \r\n",
"L 336.206893 -206.556746 \r\n",
"L 336.289819 -204.825925 \r\n",
"L 336.371691 -203.095104 \r\n",
"L 336.460838 -201.364283 \r\n",
"L 336.566543 -199.633462 \r\n",
"L 336.698513 -197.902641 \r\n",
"L 336.866364 -196.17182 \r\n",
"L 337.079135 -194.440999 \r\n",
"L 337.344854 -192.710178 \r\n",
"L 337.67014 -190.979357 \r\n",
"L 338.059822 -189.248536 \r\n",
"L 338.516581 -187.517715 \r\n",
"L 339.040601 -185.786894 \r\n",
"L 339.629259 -184.056073 \r\n",
"L 340.276912 -182.325252 \r\n",
"L 340.974836 -180.594431 \r\n",
"L 341.711406 -178.86361 \r\n",
"L 342.472555 -177.132789 \r\n",
"L 343.24257 -175.401968 \r\n",
"L 344.005188 -173.671148 \r\n",
"L 344.744945 -171.940327 \r\n",
"L 345.448657 -170.209506 \r\n",
"L 346.106878 -168.478685 \r\n",
"L 346.715143 -166.747864 \r\n",
"L 347.274822 -165.017043 \r\n",
"L 347.793407 -163.286222 \r\n",
"L 348.284121 -161.555401 \r\n",
"L 348.764828 -159.82458 \r\n",
"L 349.25629 -158.093759 \r\n",
"L 349.779969 -156.362938 \r\n",
"L 350.355615 -154.632117 \r\n",
"L 350.998992 -152.901296 \r\n",
"L 351.720055 -151.170475 \r\n",
"L 352.521895 -149.439654 \r\n",
"L 353.400605 -147.708833 \r\n",
"L 354.346104 -145.978012 \r\n",
"L 355.343769 -144.247191 \r\n",
"L 356.37656 -142.51637 \r\n",
"L 357.427241 -140.785549 \r\n",
"L 358.480259 -139.054728 \r\n",
"L 359.522914 -137.323907 \r\n",
"L 360.545601 -135.593087 \r\n",
"L 361.541087 -133.862266 \r\n",
"L 362.503011 -132.131445 \r\n",
"L 363.423951 -130.400624 \r\n",
"L 364.293508 -128.669803 \r\n",
"L 365.096882 -126.938982 \r\n",
"L 365.81431 -125.208161 \r\n",
"L 366.421562 -123.47734 \r\n",
"L 366.891504 -121.746519 \r\n",
"L 367.196497 -120.015698 \r\n",
"L 367.31125 -118.284877 \r\n",
"L 367.215641 -116.554056 \r\n",
"L 366.897026 -114.823235 \r\n",
"L 366.351661 -113.092414 \r\n",
"L 365.58503 -111.361593 \r\n",
"L 364.611072 -109.630772 \r\n",
"L 363.450496 -107.899951 \r\n",
"L 362.128548 -106.16913 \r\n",
"L 360.672629 -104.438309 \r\n",
"L 359.110187 -102.707488 \r\n",
"L 357.467174 -100.976667 \r\n",
"L 355.767257 -99.245846 \r\n",
"L 354.031745 -97.515025 \r\n",
"L 352.280078 -95.784205 \r\n",
"L 350.530629 -94.053384 \r\n",
"L 348.801491 -92.322563 \r\n",
"L 347.111009 -90.591742 \r\n",
"L 345.477873 -88.860921 \r\n",
"L 343.92072 -87.1301 \r\n",
"L 342.457327 -85.399279 \r\n",
"L 341.10355 -83.668458 \r\n",
"L 339.872216 -81.937637 \r\n",
"L 338.772199 -80.206816 \r\n",
"L 337.807828 -78.475995 \r\n",
"L 336.978721 -76.745174 \r\n",
"L 336.280065 -75.014353 \r\n",
"L 335.703263 -73.283532 \r\n",
"L 335.236854 -71.552711 \r\n",
"L 334.867541 -69.82189 \r\n",
"L 334.581227 -68.091069 \r\n",
"L 334.363921 -66.360248 \r\n",
"L 334.202465 -64.629427 \r\n",
"z\r\n",
"\" id=\"mb56d35a829\" style=\"stroke:#545454;stroke-width:1.5;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#pea1ec59f6e)\">\r\n",
" <use style=\"fill:#d98b5f;stroke:#545454;stroke-width:1.5;\" x=\"0\" xlink:href=\"#mb56d35a829\" y=\"262.19625\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"patch_3\">\r\n",
" <path clip-path=\"url(#pea1ec59f6e)\" d=\"M 82.73125 197.016828 \r\n",
"L 82.73125 197.016828 \r\n",
"L 82.73125 197.016828 \r\n",
"L 82.73125 197.016828 \r\n",
"z\r\n",
"\" style=\"fill:#597dbf;stroke:#545454;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_4\">\r\n",
" <path clip-path=\"url(#pea1ec59f6e)\" d=\"M 82.73125 197.016828 \r\n",
"L 82.73125 197.016828 \r\n",
"L 82.73125 197.016828 \r\n",
"L 82.73125 197.016828 \r\n",
"z\r\n",
"\" style=\"fill:#d98b5f;stroke:#545454;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_1\">\r\n",
" <g id=\"xtick_1\">\r\n",
" <g id=\"line2d_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L 0 3.5 \r\n",
"\" id=\"mea5d05a4f1\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"82.73125\" xlink:href=\"#mea5d05a4f1\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_1\">\r\n",
" <!-- Thur -->\r\n",
" <defs>\r\n",
" <path d=\"M -0.296875 72.90625 \r\n",
"L 61.375 72.90625 \r\n",
"L 61.375 64.59375 \r\n",
"L 35.5 64.59375 \r\n",
"L 35.5 0 \r\n",
"L 25.59375 0 \r\n",
"L 25.59375 64.59375 \r\n",
"L -0.296875 64.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-84\"/>\r\n",
" <path d=\"M 54.890625 33.015625 \r\n",
"L 54.890625 0 \r\n",
"L 45.90625 0 \r\n",
"L 45.90625 32.71875 \r\n",
"Q 45.90625 40.484375 42.875 44.328125 \r\n",
"Q 39.84375 48.1875 33.796875 48.1875 \r\n",
"Q 26.515625 48.1875 22.3125 43.546875 \r\n",
"Q 18.109375 38.921875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 75.984375 \r\n",
"L 18.109375 75.984375 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.34375 51.125 25.703125 53.5625 \r\n",
"Q 30.078125 56 35.796875 56 \r\n",
"Q 45.21875 56 50.046875 50.171875 \r\n",
"Q 54.890625 44.34375 54.890625 33.015625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-104\"/>\r\n",
" <path d=\"M 8.5 21.578125 \r\n",
"L 8.5 54.6875 \r\n",
"L 17.484375 54.6875 \r\n",
"L 17.484375 21.921875 \r\n",
"Q 17.484375 14.15625 20.5 10.265625 \r\n",
"Q 23.53125 6.390625 29.59375 6.390625 \r\n",
"Q 36.859375 6.390625 41.078125 11.03125 \r\n",
"Q 45.3125 15.671875 45.3125 23.6875 \r\n",
"L 45.3125 54.6875 \r\n",
"L 54.296875 54.6875 \r\n",
"L 54.296875 0 \r\n",
"L 45.3125 0 \r\n",
"L 45.3125 8.40625 \r\n",
"Q 42.046875 3.421875 37.71875 1 \r\n",
"Q 33.40625 -1.421875 27.6875 -1.421875 \r\n",
"Q 18.265625 -1.421875 13.375 4.4375 \r\n",
"Q 8.5 10.296875 8.5 21.578125 \r\n",
"z\r\n",
"M 31.109375 56 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-117\"/>\r\n",
" <path d=\"M 41.109375 46.296875 \r\n",
"Q 39.59375 47.171875 37.8125 47.578125 \r\n",
"Q 36.03125 48 33.890625 48 \r\n",
"Q 26.265625 48 22.1875 43.046875 \r\n",
"Q 18.109375 38.09375 18.109375 28.8125 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 20.953125 51.171875 25.484375 53.578125 \r\n",
"Q 30.03125 56 36.53125 56 \r\n",
"Q 37.453125 56 38.578125 55.875 \r\n",
"Q 39.703125 55.765625 41.0625 55.515625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-114\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(71.284375 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-84\"/>\r\n",
" <use x=\"61.083984\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
" <use x=\"124.462891\" xlink:href=\"#DejaVuSans-117\"/>\r\n",
" <use x=\"187.841797\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_2\">\r\n",
" <g id=\"line2d_2\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"166.43125\" xlink:href=\"#mea5d05a4f1\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_2\">\r\n",
" <!-- Fri -->\r\n",
" <defs>\r\n",
" <path d=\"M 9.8125 72.90625 \r\n",
"L 51.703125 72.90625 \r\n",
"L 51.703125 64.59375 \r\n",
"L 19.671875 64.59375 \r\n",
"L 19.671875 43.109375 \r\n",
"L 48.578125 43.109375 \r\n",
"L 48.578125 34.8125 \r\n",
"L 19.671875 34.8125 \r\n",
"L 19.671875 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-70\"/>\r\n",
" <path d=\"M 9.421875 54.6875 \r\n",
"L 18.40625 54.6875 \r\n",
"L 18.40625 0 \r\n",
"L 9.421875 0 \r\n",
"z\r\n",
"M 9.421875 75.984375 \r\n",
"L 18.40625 75.984375 \r\n",
"L 18.40625 64.59375 \r\n",
"L 9.421875 64.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-105\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(160.116406 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-70\"/>\r\n",
" <use x=\"57.410156\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" <use x=\"98.523438\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_3\">\r\n",
" <g id=\"line2d_3\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"250.13125\" xlink:href=\"#mea5d05a4f1\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_3\">\r\n",
" <!-- Sat -->\r\n",
" <defs>\r\n",
" <path d=\"M 53.515625 70.515625 \r\n",
"L 53.515625 60.890625 \r\n",
"Q 47.90625 63.578125 42.921875 64.890625 \r\n",
"Q 37.9375 66.21875 33.296875 66.21875 \r\n",
"Q 25.25 66.21875 20.875 63.09375 \r\n",
"Q 16.5 59.96875 16.5 54.203125 \r\n",
"Q 16.5 49.359375 19.40625 46.890625 \r\n",
"Q 22.3125 44.4375 30.421875 42.921875 \r\n",
"L 36.375 41.703125 \r\n",
"Q 47.40625 39.59375 52.65625 34.296875 \r\n",
"Q 57.90625 29 57.90625 20.125 \r\n",
"Q 57.90625 9.515625 50.796875 4.046875 \r\n",
"Q 43.703125 -1.421875 29.984375 -1.421875 \r\n",
"Q 24.8125 -1.421875 18.96875 -0.25 \r\n",
"Q 13.140625 0.921875 6.890625 3.21875 \r\n",
"L 6.890625 13.375 \r\n",
"Q 12.890625 10.015625 18.65625 8.296875 \r\n",
"Q 24.421875 6.59375 29.984375 6.59375 \r\n",
"Q 38.421875 6.59375 43.015625 9.90625 \r\n",
"Q 47.609375 13.234375 47.609375 19.390625 \r\n",
"Q 47.609375 24.75 44.3125 27.78125 \r\n",
"Q 41.015625 30.8125 33.5 32.328125 \r\n",
"L 27.484375 33.5 \r\n",
"Q 16.453125 35.6875 11.515625 40.375 \r\n",
"Q 6.59375 45.0625 6.59375 53.421875 \r\n",
"Q 6.59375 63.09375 13.40625 68.65625 \r\n",
"Q 20.21875 74.21875 32.171875 74.21875 \r\n",
"Q 37.3125 74.21875 42.625 73.28125 \r\n",
"Q 47.953125 72.359375 53.515625 70.515625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-83\"/>\r\n",
" <path d=\"M 34.28125 27.484375 \r\n",
"Q 23.390625 27.484375 19.1875 25 \r\n",
"Q 14.984375 22.515625 14.984375 16.5 \r\n",
"Q 14.984375 11.71875 18.140625 8.90625 \r\n",
"Q 21.296875 6.109375 26.703125 6.109375 \r\n",
"Q 34.1875 6.109375 38.703125 11.40625 \r\n",
"Q 43.21875 16.703125 43.21875 25.484375 \r\n",
"L 43.21875 27.484375 \r\n",
"z\r\n",
"M 52.203125 31.203125 \r\n",
"L 52.203125 0 \r\n",
"L 43.21875 0 \r\n",
"L 43.21875 8.296875 \r\n",
"Q 40.140625 3.328125 35.546875 0.953125 \r\n",
"Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
"Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
"Q 6 8.015625 6 15.921875 \r\n",
"Q 6 25.140625 12.171875 29.828125 \r\n",
"Q 18.359375 34.515625 30.609375 34.515625 \r\n",
"L 43.21875 34.515625 \r\n",
"L 43.21875 35.40625 \r\n",
"Q 43.21875 41.609375 39.140625 45 \r\n",
"Q 35.0625 48.390625 27.6875 48.390625 \r\n",
"Q 23 48.390625 18.546875 47.265625 \r\n",
"Q 14.109375 46.140625 10.015625 43.890625 \r\n",
"L 10.015625 52.203125 \r\n",
"Q 14.9375 54.109375 19.578125 55.046875 \r\n",
"Q 24.21875 56 28.609375 56 \r\n",
"Q 40.484375 56 46.34375 49.84375 \r\n",
"Q 52.203125 43.703125 52.203125 31.203125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-97\"/>\r\n",
" <path d=\"M 18.3125 70.21875 \r\n",
"L 18.3125 54.6875 \r\n",
"L 36.8125 54.6875 \r\n",
"L 36.8125 47.703125 \r\n",
"L 18.3125 47.703125 \r\n",
"L 18.3125 18.015625 \r\n",
"Q 18.3125 11.328125 20.140625 9.421875 \r\n",
"Q 21.96875 7.515625 27.59375 7.515625 \r\n",
"L 36.8125 7.515625 \r\n",
"L 36.8125 0 \r\n",
"L 27.59375 0 \r\n",
"Q 17.1875 0 13.234375 3.875 \r\n",
"Q 9.28125 7.765625 9.28125 18.015625 \r\n",
"L 9.28125 47.703125 \r\n",
"L 2.6875 47.703125 \r\n",
"L 2.6875 54.6875 \r\n",
"L 9.28125 54.6875 \r\n",
"L 9.28125 70.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-116\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(241.932813 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-83\"/>\r\n",
" <use x=\"63.476562\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"124.755859\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_4\">\r\n",
" <g id=\"line2d_4\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"333.83125\" xlink:href=\"#mea5d05a4f1\" y=\"224.64\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_4\">\r\n",
" <!-- Sun -->\r\n",
" <defs>\r\n",
" <path d=\"M 54.890625 33.015625 \r\n",
"L 54.890625 0 \r\n",
"L 45.90625 0 \r\n",
"L 45.90625 32.71875 \r\n",
"Q 45.90625 40.484375 42.875 44.328125 \r\n",
"Q 39.84375 48.1875 33.796875 48.1875 \r\n",
"Q 26.515625 48.1875 22.3125 43.546875 \r\n",
"Q 18.109375 38.921875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.34375 51.125 25.703125 53.5625 \r\n",
"Q 30.078125 56 35.796875 56 \r\n",
"Q 45.21875 56 50.046875 50.171875 \r\n",
"Q 54.890625 44.34375 54.890625 33.015625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-110\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(324.319531 239.238438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-83\"/>\r\n",
" <use x=\"63.476562\" xlink:href=\"#DejaVuSans-117\"/>\r\n",
" <use x=\"126.855469\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_5\">\r\n",
" <!-- day -->\r\n",
" <defs>\r\n",
" <path d=\"M 45.40625 46.390625 \r\n",
"L 45.40625 75.984375 \r\n",
"L 54.390625 75.984375 \r\n",
"L 54.390625 0 \r\n",
"L 45.40625 0 \r\n",
"L 45.40625 8.203125 \r\n",
"Q 42.578125 3.328125 38.25 0.953125 \r\n",
"Q 33.9375 -1.421875 27.875 -1.421875 \r\n",
"Q 17.96875 -1.421875 11.734375 6.484375 \r\n",
"Q 5.515625 14.40625 5.515625 27.296875 \r\n",
"Q 5.515625 40.1875 11.734375 48.09375 \r\n",
"Q 17.96875 56 27.875 56 \r\n",
"Q 33.9375 56 38.25 53.625 \r\n",
"Q 42.578125 51.265625 45.40625 46.390625 \r\n",
"z\r\n",
"M 14.796875 27.296875 \r\n",
"Q 14.796875 17.390625 18.875 11.75 \r\n",
"Q 22.953125 6.109375 30.078125 6.109375 \r\n",
"Q 37.203125 6.109375 41.296875 11.75 \r\n",
"Q 45.40625 17.390625 45.40625 27.296875 \r\n",
"Q 45.40625 37.203125 41.296875 42.84375 \r\n",
"Q 37.203125 48.484375 30.078125 48.484375 \r\n",
"Q 22.953125 48.484375 18.875 42.84375 \r\n",
"Q 14.796875 37.203125 14.796875 27.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-100\"/>\r\n",
" <path d=\"M 32.171875 -5.078125 \r\n",
"Q 28.375 -14.84375 24.75 -17.8125 \r\n",
"Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
"L 7.90625 -20.796875 \r\n",
"L 7.90625 -13.28125 \r\n",
"L 13.1875 -13.28125 \r\n",
"Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
"Q 21 -9.765625 23.484375 -3.21875 \r\n",
"L 25.09375 0.875 \r\n",
"L 2.984375 54.6875 \r\n",
"L 12.5 54.6875 \r\n",
"L 29.59375 11.921875 \r\n",
"L 46.6875 54.6875 \r\n",
"L 56.203125 54.6875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-121\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(199.083594 252.916563)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-100\"/>\r\n",
" <use x=\"63.476562\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"124.755859\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_2\">\r\n",
" <g id=\"ytick_1\">\r\n",
" <g id=\"line2d_5\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L -3.5 0 \r\n",
"\" id=\"m6ca3807be2\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m6ca3807be2\" y=\"197.016828\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_6\">\r\n",
" <!-- 0 -->\r\n",
" <defs>\r\n",
" <path d=\"M 31.78125 66.40625 \r\n",
"Q 24.171875 66.40625 20.328125 58.90625 \r\n",
"Q 16.5 51.421875 16.5 36.375 \r\n",
"Q 16.5 21.390625 20.328125 13.890625 \r\n",
"Q 24.171875 6.390625 31.78125 6.390625 \r\n",
"Q 39.453125 6.390625 43.28125 13.890625 \r\n",
"Q 47.125 21.390625 47.125 36.375 \r\n",
"Q 47.125 51.421875 43.28125 58.90625 \r\n",
"Q 39.453125 66.40625 31.78125 66.40625 \r\n",
"z\r\n",
"M 31.78125 74.21875 \r\n",
"Q 44.046875 74.21875 50.515625 64.515625 \r\n",
"Q 56.984375 54.828125 56.984375 36.375 \r\n",
"Q 56.984375 17.96875 50.515625 8.265625 \r\n",
"Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
"Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
"Q 6.59375 17.96875 6.59375 36.375 \r\n",
"Q 6.59375 54.828125 13.0625 64.515625 \r\n",
"Q 19.53125 74.21875 31.78125 74.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-48\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(27.51875 200.816047)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_2\">\r\n",
" <g id=\"line2d_6\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m6ca3807be2\" y=\"166.296639\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_7\">\r\n",
" <!-- 10 -->\r\n",
" <defs>\r\n",
" <path d=\"M 12.40625 8.296875 \r\n",
"L 28.515625 8.296875 \r\n",
"L 28.515625 63.921875 \r\n",
"L 10.984375 60.40625 \r\n",
"L 10.984375 69.390625 \r\n",
"L 28.421875 72.90625 \r\n",
"L 38.28125 72.90625 \r\n",
"L 38.28125 8.296875 \r\n",
"L 54.390625 8.296875 \r\n",
"L 54.390625 0 \r\n",
"L 12.40625 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-49\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(21.15625 170.095858)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_3\">\r\n",
" <g id=\"line2d_7\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m6ca3807be2\" y=\"135.576451\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_8\">\r\n",
" <!-- 20 -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.1875 8.296875 \r\n",
"L 53.609375 8.296875 \r\n",
"L 53.609375 0 \r\n",
"L 7.328125 0 \r\n",
"L 7.328125 8.296875 \r\n",
"Q 12.9375 14.109375 22.625 23.890625 \r\n",
"Q 32.328125 33.6875 34.8125 36.53125 \r\n",
"Q 39.546875 41.84375 41.421875 45.53125 \r\n",
"Q 43.3125 49.21875 43.3125 52.78125 \r\n",
"Q 43.3125 58.59375 39.234375 62.25 \r\n",
"Q 35.15625 65.921875 28.609375 65.921875 \r\n",
"Q 23.96875 65.921875 18.8125 64.3125 \r\n",
"Q 13.671875 62.703125 7.8125 59.421875 \r\n",
"L 7.8125 69.390625 \r\n",
"Q 13.765625 71.78125 18.9375 73 \r\n",
"Q 24.125 74.21875 28.421875 74.21875 \r\n",
"Q 39.75 74.21875 46.484375 68.546875 \r\n",
"Q 53.21875 62.890625 53.21875 53.421875 \r\n",
"Q 53.21875 48.921875 51.53125 44.890625 \r\n",
"Q 49.859375 40.875 45.40625 35.40625 \r\n",
"Q 44.1875 33.984375 37.640625 27.21875 \r\n",
"Q 31.109375 20.453125 19.1875 8.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-50\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(21.15625 139.375669)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_4\">\r\n",
" <g id=\"line2d_8\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m6ca3807be2\" y=\"104.856262\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_9\">\r\n",
" <!-- 30 -->\r\n",
" <defs>\r\n",
" <path d=\"M 40.578125 39.3125 \r\n",
"Q 47.65625 37.796875 51.625 33 \r\n",
"Q 55.609375 28.21875 55.609375 21.1875 \r\n",
"Q 55.609375 10.40625 48.1875 4.484375 \r\n",
"Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
"Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
"Q 12.796875 0.390625 7.625 2.203125 \r\n",
"L 7.625 11.71875 \r\n",
"Q 11.71875 9.328125 16.59375 8.109375 \r\n",
"Q 21.484375 6.890625 26.8125 6.890625 \r\n",
"Q 36.078125 6.890625 40.9375 10.546875 \r\n",
"Q 45.796875 14.203125 45.796875 21.1875 \r\n",
"Q 45.796875 27.640625 41.28125 31.265625 \r\n",
"Q 36.765625 34.90625 28.71875 34.90625 \r\n",
"L 20.21875 34.90625 \r\n",
"L 20.21875 43.015625 \r\n",
"L 29.109375 43.015625 \r\n",
"Q 36.375 43.015625 40.234375 45.921875 \r\n",
"Q 44.09375 48.828125 44.09375 54.296875 \r\n",
"Q 44.09375 59.90625 40.109375 62.90625 \r\n",
"Q 36.140625 65.921875 28.71875 65.921875 \r\n",
"Q 24.65625 65.921875 20.015625 65.03125 \r\n",
"Q 15.375 64.15625 9.8125 62.3125 \r\n",
"L 9.8125 71.09375 \r\n",
"Q 15.4375 72.65625 20.34375 73.4375 \r\n",
"Q 25.25 74.21875 29.59375 74.21875 \r\n",
"Q 40.828125 74.21875 47.359375 69.109375 \r\n",
"Q 53.90625 64.015625 53.90625 55.328125 \r\n",
"Q 53.90625 49.265625 50.4375 45.09375 \r\n",
"Q 46.96875 40.921875 40.578125 39.3125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-51\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(21.15625 108.655481)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-51\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_5\">\r\n",
" <g id=\"line2d_9\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m6ca3807be2\" y=\"74.136074\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_10\">\r\n",
" <!-- 40 -->\r\n",
" <defs>\r\n",
" <path d=\"M 37.796875 64.3125 \r\n",
"L 12.890625 25.390625 \r\n",
"L 37.796875 25.390625 \r\n",
"z\r\n",
"M 35.203125 72.90625 \r\n",
"L 47.609375 72.90625 \r\n",
"L 47.609375 25.390625 \r\n",
"L 58.015625 25.390625 \r\n",
"L 58.015625 17.1875 \r\n",
"L 47.609375 17.1875 \r\n",
"L 47.609375 0 \r\n",
"L 37.796875 0 \r\n",
"L 37.796875 17.1875 \r\n",
"L 4.890625 17.1875 \r\n",
"L 4.890625 26.703125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-52\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(21.15625 77.935292)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_6\">\r\n",
" <g id=\"line2d_10\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m6ca3807be2\" y=\"43.415885\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_11\">\r\n",
" <!-- 50 -->\r\n",
" <defs>\r\n",
" <path d=\"M 10.796875 72.90625 \r\n",
"L 49.515625 72.90625 \r\n",
"L 49.515625 64.59375 \r\n",
"L 19.828125 64.59375 \r\n",
"L 19.828125 46.734375 \r\n",
"Q 21.96875 47.46875 24.109375 47.828125 \r\n",
"Q 26.265625 48.1875 28.421875 48.1875 \r\n",
"Q 40.625 48.1875 47.75 41.5 \r\n",
"Q 54.890625 34.8125 54.890625 23.390625 \r\n",
"Q 54.890625 11.625 47.5625 5.09375 \r\n",
"Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
"Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
"Q 12.796875 0.140625 7.71875 1.703125 \r\n",
"L 7.71875 11.625 \r\n",
"Q 12.109375 9.234375 16.796875 8.0625 \r\n",
"Q 21.484375 6.890625 26.703125 6.890625 \r\n",
"Q 35.15625 6.890625 40.078125 11.328125 \r\n",
"Q 45.015625 15.765625 45.015625 23.390625 \r\n",
"Q 45.015625 31 40.078125 35.4375 \r\n",
"Q 35.15625 39.890625 26.703125 39.890625 \r\n",
"Q 22.75 39.890625 18.8125 39.015625 \r\n",
"Q 14.890625 38.140625 10.796875 36.28125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-53\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(21.15625 47.215104)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_7\">\r\n",
" <g id=\"line2d_11\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.88125\" xlink:href=\"#m6ca3807be2\" y=\"12.695697\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_12\">\r\n",
" <!-- 60 -->\r\n",
" <defs>\r\n",
" <path d=\"M 33.015625 40.375 \r\n",
"Q 26.375 40.375 22.484375 35.828125 \r\n",
"Q 18.609375 31.296875 18.609375 23.390625 \r\n",
"Q 18.609375 15.53125 22.484375 10.953125 \r\n",
"Q 26.375 6.390625 33.015625 6.390625 \r\n",
"Q 39.65625 6.390625 43.53125 10.953125 \r\n",
"Q 47.40625 15.53125 47.40625 23.390625 \r\n",
"Q 47.40625 31.296875 43.53125 35.828125 \r\n",
"Q 39.65625 40.375 33.015625 40.375 \r\n",
"z\r\n",
"M 52.59375 71.296875 \r\n",
"L 52.59375 62.3125 \r\n",
"Q 48.875 64.0625 45.09375 64.984375 \r\n",
"Q 41.3125 65.921875 37.59375 65.921875 \r\n",
"Q 27.828125 65.921875 22.671875 59.328125 \r\n",
"Q 17.53125 52.734375 16.796875 39.40625 \r\n",
"Q 19.671875 43.65625 24.015625 45.921875 \r\n",
"Q 28.375 48.1875 33.59375 48.1875 \r\n",
"Q 44.578125 48.1875 50.953125 41.515625 \r\n",
"Q 57.328125 34.859375 57.328125 23.390625 \r\n",
"Q 57.328125 12.15625 50.6875 5.359375 \r\n",
"Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
"Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
"Q 6.984375 17.96875 6.984375 36.375 \r\n",
"Q 6.984375 53.65625 15.1875 63.9375 \r\n",
"Q 23.390625 74.21875 37.203125 74.21875 \r\n",
"Q 40.921875 74.21875 44.703125 73.484375 \r\n",
"Q 48.484375 72.75 52.59375 71.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-54\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(21.15625 16.494915)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_13\">\r\n",
" <!-- total_bill -->\r\n",
" <defs>\r\n",
" <path d=\"M 30.609375 48.390625 \r\n",
"Q 23.390625 48.390625 19.1875 42.75 \r\n",
"Q 14.984375 37.109375 14.984375 27.296875 \r\n",
"Q 14.984375 17.484375 19.15625 11.84375 \r\n",
"Q 23.34375 6.203125 30.609375 6.203125 \r\n",
"Q 37.796875 6.203125 41.984375 11.859375 \r\n",
"Q 46.1875 17.53125 46.1875 27.296875 \r\n",
"Q 46.1875 37.015625 41.984375 42.703125 \r\n",
"Q 37.796875 48.390625 30.609375 48.390625 \r\n",
"z\r\n",
"M 30.609375 56 \r\n",
"Q 42.328125 56 49.015625 48.375 \r\n",
"Q 55.71875 40.765625 55.71875 27.296875 \r\n",
"Q 55.71875 13.875 49.015625 6.21875 \r\n",
"Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
"Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
"Q 5.515625 13.875 5.515625 27.296875 \r\n",
"Q 5.515625 40.765625 12.171875 48.375 \r\n",
"Q 18.84375 56 30.609375 56 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-111\"/>\r\n",
" <path d=\"M 9.421875 75.984375 \r\n",
"L 18.40625 75.984375 \r\n",
"L 18.40625 0 \r\n",
"L 9.421875 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-108\"/>\r\n",
" <path d=\"M 50.984375 -16.609375 \r\n",
"L 50.984375 -23.578125 \r\n",
"L -0.984375 -23.578125 \r\n",
"L -0.984375 -16.609375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-95\"/>\r\n",
" <path d=\"M 48.6875 27.296875 \r\n",
"Q 48.6875 37.203125 44.609375 42.84375 \r\n",
"Q 40.53125 48.484375 33.40625 48.484375 \r\n",
"Q 26.265625 48.484375 22.1875 42.84375 \r\n",
"Q 18.109375 37.203125 18.109375 27.296875 \r\n",
"Q 18.109375 17.390625 22.1875 11.75 \r\n",
"Q 26.265625 6.109375 33.40625 6.109375 \r\n",
"Q 40.53125 6.109375 44.609375 11.75 \r\n",
"Q 48.6875 17.390625 48.6875 27.296875 \r\n",
"z\r\n",
"M 18.109375 46.390625 \r\n",
"Q 20.953125 51.265625 25.265625 53.625 \r\n",
"Q 29.59375 56 35.59375 56 \r\n",
"Q 45.5625 56 51.78125 48.09375 \r\n",
"Q 58.015625 40.1875 58.015625 27.296875 \r\n",
"Q 58.015625 14.40625 51.78125 6.484375 \r\n",
"Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
"Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
"Q 20.953125 3.328125 18.109375 8.203125 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 75.984375 \r\n",
"L 18.109375 75.984375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-98\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(14.798438 137.194219)rotate(-90)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-116\"/>\r\n",
" <use x=\"39.208984\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
" <use x=\"100.390625\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
" <use x=\"139.599609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"200.878906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"228.662109\" xlink:href=\"#DejaVuSans-95\"/>\r\n",
" <use x=\"278.662109\" xlink:href=\"#DejaVuSans-98\"/>\r\n",
" <use x=\"342.138672\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" <use x=\"369.921875\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"397.705078\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"line2d_12\">\r\n",
" <path clip-path=\"url(#pea1ec59f6e)\" d=\"M 82.73125 139.324314 \r\n",
"L 116.21125 139.324314 \r\n",
"\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_13\">\r\n",
" <path clip-path=\"url(#pea1ec59f6e)\" d=\"M 166.43125 179.352719 \r\n",
"L 166.43125 108.020442 \r\n",
"\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_14\">\r\n",
" <path clip-path=\"url(#pea1ec59f6e)\" d=\"M 166.43125 159.86076 \r\n",
"L 166.43125 130.200418 \r\n",
"\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_15\">\r\n",
" <path clip-path=\"url(#pea1ec59f6e)\" d=\"M 250.13125 187.58573 \r\n",
"L 250.13125 75.917845 \r\n",
"\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_16\">\r\n",
" <path clip-path=\"url(#pea1ec59f6e)\" d=\"M 250.13125 154.300406 \r\n",
"L 250.13125 121.015081 \r\n",
"\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_17\">\r\n",
" <path clip-path=\"url(#pea1ec59f6e)\" d=\"M 333.83125 174.744691 \r\n",
"L 333.83125 72.446463 \r\n",
"\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"line2d_18\">\r\n",
" <path clip-path=\"url(#pea1ec59f6e)\" d=\"M 333.83125 150.974945 \r\n",
"L 333.83125 118.380825 \r\n",
"\" style=\"fill:none;stroke:#545454;stroke-linecap:square;stroke-width:4.5;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_5\">\r\n",
" <path d=\"M 40.88125 224.64 \r\n",
"L 40.88125 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_6\">\r\n",
" <path d=\"M 375.68125 224.64 \r\n",
"L 375.68125 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_7\">\r\n",
" <path d=\"M 40.88125 224.64 \r\n",
"L 375.68125 224.64 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_8\">\r\n",
" <path d=\"M 40.88125 7.2 \r\n",
"L 375.68125 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 1.5 \r\n",
"C 0.397805 1.5 0.77937 1.341951 1.06066 1.06066 \r\n",
"C 1.341951 0.77937 1.5 0.397805 1.5 0 \r\n",
"C 1.5 -0.397805 1.341951 -0.77937 1.06066 -1.06066 \r\n",
"C 0.77937 -1.341951 0.397805 -1.5 0 -1.5 \r\n",
"C -0.397805 -1.5 -0.77937 -1.341951 -1.06066 -1.06066 \r\n",
"C -1.341951 -0.77937 -1.5 -0.397805 -1.5 0 \r\n",
"C -1.5 0.397805 -1.341951 0.77937 -1.06066 1.06066 \r\n",
"C -0.77937 1.341951 -0.397805 1.5 0 1.5 \r\n",
"z\r\n",
"\" id=\"ma0591dcae5\" style=\"stroke:#545454;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#pea1ec59f6e)\">\r\n",
" <use style=\"fill:#ffffff;stroke:#545454;\" x=\"166.43125\" xlink:href=\"#ma0591dcae5\" y=\"149.769178\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_2\">\r\n",
" <g clip-path=\"url(#pea1ec59f6e)\">\r\n",
" <use style=\"fill:#ffffff;stroke:#545454;\" x=\"250.13125\" xlink:href=\"#ma0591dcae5\" y=\"140.983204\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_3\">\r\n",
" <g clip-path=\"url(#pea1ec59f6e)\">\r\n",
" <use style=\"fill:#ffffff;stroke:#545454;\" x=\"333.83125\" xlink:href=\"#ma0591dcae5\" y=\"136.713098\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"legend_1\">\r\n",
" <g id=\"patch_9\">\r\n",
" <path d=\"M 303.264063 59.234375 \r\n",
"L 368.68125 59.234375 \r\n",
"Q 370.68125 59.234375 370.68125 57.234375 \r\n",
"L 370.68125 14.2 \r\n",
"Q 370.68125 12.2 368.68125 12.2 \r\n",
"L 303.264063 12.2 \r\n",
"Q 301.264063 12.2 301.264063 14.2 \r\n",
"L 301.264063 57.234375 \r\n",
"Q 301.264063 59.234375 303.264063 59.234375 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
" </g>\r\n",
" <g id=\"text_14\">\r\n",
" <!-- time -->\r\n",
" <defs>\r\n",
" <path d=\"M 52 44.1875 \r\n",
"Q 55.375 50.25 60.0625 53.125 \r\n",
"Q 64.75 56 71.09375 56 \r\n",
"Q 79.640625 56 84.28125 50.015625 \r\n",
"Q 88.921875 44.046875 88.921875 33.015625 \r\n",
"L 88.921875 0 \r\n",
"L 79.890625 0 \r\n",
"L 79.890625 32.71875 \r\n",
"Q 79.890625 40.578125 77.09375 44.375 \r\n",
"Q 74.3125 48.1875 68.609375 48.1875 \r\n",
"Q 61.625 48.1875 57.5625 43.546875 \r\n",
"Q 53.515625 38.921875 53.515625 30.90625 \r\n",
"L 53.515625 0 \r\n",
"L 44.484375 0 \r\n",
"L 44.484375 32.71875 \r\n",
"Q 44.484375 40.625 41.703125 44.40625 \r\n",
"Q 38.921875 48.1875 33.109375 48.1875 \r\n",
"Q 26.21875 48.1875 22.15625 43.53125 \r\n",
"Q 18.109375 38.875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.1875 51.21875 25.484375 53.609375 \r\n",
"Q 29.78125 56 35.6875 56 \r\n",
"Q 41.65625 56 45.828125 52.96875 \r\n",
"Q 50 49.953125 52 44.1875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-109\"/>\r\n",
" <path d=\"M 56.203125 29.59375 \r\n",
"L 56.203125 25.203125 \r\n",
"L 14.890625 25.203125 \r\n",
"Q 15.484375 15.921875 20.484375 11.0625 \r\n",
"Q 25.484375 6.203125 34.421875 6.203125 \r\n",
"Q 39.59375 6.203125 44.453125 7.46875 \r\n",
"Q 49.3125 8.734375 54.109375 11.28125 \r\n",
"L 54.109375 2.78125 \r\n",
"Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
"Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
"Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
"Q 5.515625 13.8125 5.515625 26.8125 \r\n",
"Q 5.515625 40.234375 12.765625 48.109375 \r\n",
"Q 20.015625 56 32.328125 56 \r\n",
"Q 43.359375 56 49.78125 48.890625 \r\n",
"Q 56.203125 41.796875 56.203125 29.59375 \r\n",
"z\r\n",
"M 47.21875 32.234375 \r\n",
"Q 47.125 39.59375 43.09375 43.984375 \r\n",
"Q 39.0625 48.390625 32.421875 48.390625 \r\n",
"Q 24.90625 48.390625 20.390625 44.140625 \r\n",
"Q 15.875 39.890625 15.1875 32.171875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-101\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(324.676563 23.798438)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-116\"/>\r\n",
" <use x=\"39.208984\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" <use x=\"66.992188\" xlink:href=\"#DejaVuSans-109\"/>\r\n",
" <use x=\"164.404297\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"patch_10\">\r\n",
" <path d=\"M 305.264063 38.476563 \r\n",
"L 325.264063 38.476563 \r\n",
"L 325.264063 31.476563 \r\n",
"L 305.264063 31.476563 \r\n",
"z\r\n",
"\" style=\"fill:#597dbf;stroke:#545454;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
" </g>\r\n",
" <g id=\"text_15\">\r\n",
" <!-- Lunch -->\r\n",
" <defs>\r\n",
" <path d=\"M 9.8125 72.90625 \r\n",
"L 19.671875 72.90625 \r\n",
"L 19.671875 8.296875 \r\n",
"L 55.171875 8.296875 \r\n",
"L 55.171875 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-76\"/>\r\n",
" <path d=\"M 48.78125 52.59375 \r\n",
"L 48.78125 44.1875 \r\n",
"Q 44.96875 46.296875 41.140625 47.34375 \r\n",
"Q 37.3125 48.390625 33.40625 48.390625 \r\n",
"Q 24.65625 48.390625 19.8125 42.84375 \r\n",
"Q 14.984375 37.3125 14.984375 27.296875 \r\n",
"Q 14.984375 17.28125 19.8125 11.734375 \r\n",
"Q 24.65625 6.203125 33.40625 6.203125 \r\n",
"Q 37.3125 6.203125 41.140625 7.25 \r\n",
"Q 44.96875 8.296875 48.78125 10.40625 \r\n",
"L 48.78125 2.09375 \r\n",
"Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
"Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
"Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
"Q 5.515625 14.109375 5.515625 27.296875 \r\n",
"Q 5.515625 40.671875 12.859375 48.328125 \r\n",
"Q 20.21875 56 33.015625 56 \r\n",
"Q 37.15625 56 41.109375 55.140625 \r\n",
"Q 45.0625 54.296875 48.78125 52.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-99\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(333.264063 38.476563)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-76\"/>\r\n",
" <use x=\"55.697266\" xlink:href=\"#DejaVuSans-117\"/>\r\n",
" <use x=\"119.076172\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" <use x=\"182.455078\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
" <use x=\"237.435547\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"patch_11\">\r\n",
" <path d=\"M 305.264063 53.154688 \r\n",
"L 325.264063 53.154688 \r\n",
"L 325.264063 46.154688 \r\n",
"L 305.264063 46.154688 \r\n",
"z\r\n",
"\" style=\"fill:#d98b5f;stroke:#545454;stroke-linejoin:miter;stroke-width:0.75;\"/>\r\n",
" </g>\r\n",
" <g id=\"text_16\">\r\n",
" <!-- Dinner -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.671875 64.796875 \r\n",
"L 19.671875 8.109375 \r\n",
"L 31.59375 8.109375 \r\n",
"Q 46.6875 8.109375 53.6875 14.9375 \r\n",
"Q 60.6875 21.78125 60.6875 36.53125 \r\n",
"Q 60.6875 51.171875 53.6875 57.984375 \r\n",
"Q 46.6875 64.796875 31.59375 64.796875 \r\n",
"z\r\n",
"M 9.8125 72.90625 \r\n",
"L 30.078125 72.90625 \r\n",
"Q 51.265625 72.90625 61.171875 64.09375 \r\n",
"Q 71.09375 55.28125 71.09375 36.53125 \r\n",
"Q 71.09375 17.671875 61.125 8.828125 \r\n",
"Q 51.171875 0 30.078125 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-68\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(333.264063 53.154688)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-68\"/>\r\n",
" <use x=\"77.001953\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" <use x=\"104.785156\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" <use x=\"168.164062\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" <use x=\"231.542969\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"293.066406\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <defs>\r\n",
" <clipPath id=\"pea1ec59f6e\">\r\n",
" <rect height=\"217.44\" width=\"334.8\" x=\"40.88125\" y=\"7.2\"/>\r\n",
" </clipPath>\r\n",
" </defs>\r\n",
"</svg>\r\n"
],
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Group by day and color by time (lunch vs dinner)\n",
"\n",
"ax = sns.violinplot(x=\"day\", y=\"total_bill\", hue=\"time\", data=tips, palette=\"muted\", split=True)\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Pairwise scatter plots"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"image/svg+xml": [
"<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
"<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
" \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
"<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
"<svg height=\"369.75625pt\" version=\"1.1\" viewBox=\"0 0 452.108941 369.75625\" width=\"452.108941pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
" <defs>\r\n",
" <style type=\"text/css\">\r\n",
"*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
" </style>\r\n",
" </defs>\r\n",
" <g id=\"figure_1\">\r\n",
" <g id=\"patch_1\">\r\n",
" <path d=\"M 0 369.75625 \r\n",
"L 452.108941 369.75625 \r\n",
"L 452.108941 -0 \r\n",
"L 0 -0 \r\n",
"z\r\n",
"\" style=\"fill:none;\"/>\r\n",
" </g>\r\n",
" <g id=\"axes_1\">\r\n",
" <g id=\"patch_2\">\r\n",
" <path d=\"M 59.690625 164.7 \r\n",
"L 204.253071 164.7 \r\n",
"L 204.253071 7.2 \r\n",
"L 59.690625 7.2 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;\"/>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_1\">\r\n",
" <g id=\"xtick_1\">\r\n",
" <g id=\"line2d_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L 0 3.5 \r\n",
"\" id=\"mcf9e1d8e32\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"65.30119\" xlink:href=\"#mcf9e1d8e32\" y=\"164.7\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_2\">\r\n",
" <g id=\"line2d_2\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"101.608176\" xlink:href=\"#mcf9e1d8e32\" y=\"164.7\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_3\">\r\n",
" <g id=\"line2d_3\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"137.915162\" xlink:href=\"#mcf9e1d8e32\" y=\"164.7\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_4\">\r\n",
" <g id=\"line2d_4\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"174.222149\" xlink:href=\"#mcf9e1d8e32\" y=\"164.7\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_2\">\r\n",
" <g id=\"ytick_1\">\r\n",
" <g id=\"line2d_5\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 0 \r\n",
"L -3.5 0 \r\n",
"\" id=\"mead2c9fb5e\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
" </defs>\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mead2c9fb5e\" y=\"159.514201\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_1\">\r\n",
" <!-- 10000 -->\r\n",
" <defs>\r\n",
" <path d=\"M 12.40625 8.296875 \r\n",
"L 28.515625 8.296875 \r\n",
"L 28.515625 63.921875 \r\n",
"L 10.984375 60.40625 \r\n",
"L 10.984375 69.390625 \r\n",
"L 28.421875 72.90625 \r\n",
"L 38.28125 72.90625 \r\n",
"L 38.28125 8.296875 \r\n",
"L 54.390625 8.296875 \r\n",
"L 54.390625 0 \r\n",
"L 12.40625 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-49\"/>\r\n",
" <path d=\"M 31.78125 66.40625 \r\n",
"Q 24.171875 66.40625 20.328125 58.90625 \r\n",
"Q 16.5 51.421875 16.5 36.375 \r\n",
"Q 16.5 21.390625 20.328125 13.890625 \r\n",
"Q 24.171875 6.390625 31.78125 6.390625 \r\n",
"Q 39.453125 6.390625 43.28125 13.890625 \r\n",
"Q 47.125 21.390625 47.125 36.375 \r\n",
"Q 47.125 51.421875 43.28125 58.90625 \r\n",
"Q 39.453125 66.40625 31.78125 66.40625 \r\n",
"z\r\n",
"M 31.78125 74.21875 \r\n",
"Q 44.046875 74.21875 50.515625 64.515625 \r\n",
"Q 56.984375 54.828125 56.984375 36.375 \r\n",
"Q 56.984375 17.96875 50.515625 8.265625 \r\n",
"Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
"Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
"Q 6.59375 17.96875 6.59375 36.375 \r\n",
"Q 6.59375 54.828125 13.0625 64.515625 \r\n",
"Q 19.53125 74.21875 31.78125 74.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-48\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(20.878125 163.31342)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_2\">\r\n",
" <g id=\"line2d_6\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mead2c9fb5e\" y=\"118.824916\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_2\">\r\n",
" <!-- 15000 -->\r\n",
" <defs>\r\n",
" <path d=\"M 10.796875 72.90625 \r\n",
"L 49.515625 72.90625 \r\n",
"L 49.515625 64.59375 \r\n",
"L 19.828125 64.59375 \r\n",
"L 19.828125 46.734375 \r\n",
"Q 21.96875 47.46875 24.109375 47.828125 \r\n",
"Q 26.265625 48.1875 28.421875 48.1875 \r\n",
"Q 40.625 48.1875 47.75 41.5 \r\n",
"Q 54.890625 34.8125 54.890625 23.390625 \r\n",
"Q 54.890625 11.625 47.5625 5.09375 \r\n",
"Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
"Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
"Q 12.796875 0.140625 7.71875 1.703125 \r\n",
"L 7.71875 11.625 \r\n",
"Q 12.109375 9.234375 16.796875 8.0625 \r\n",
"Q 21.484375 6.890625 26.703125 6.890625 \r\n",
"Q 35.15625 6.890625 40.078125 11.328125 \r\n",
"Q 45.015625 15.765625 45.015625 23.390625 \r\n",
"Q 45.015625 31 40.078125 35.4375 \r\n",
"Q 35.15625 39.890625 26.703125 39.890625 \r\n",
"Q 22.75 39.890625 18.8125 39.015625 \r\n",
"Q 14.890625 38.140625 10.796875 36.28125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-53\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(20.878125 122.624135)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_3\">\r\n",
" <g id=\"line2d_7\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mead2c9fb5e\" y=\"78.135631\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_3\">\r\n",
" <!-- 20000 -->\r\n",
" <defs>\r\n",
" <path d=\"M 19.1875 8.296875 \r\n",
"L 53.609375 8.296875 \r\n",
"L 53.609375 0 \r\n",
"L 7.328125 0 \r\n",
"L 7.328125 8.296875 \r\n",
"Q 12.9375 14.109375 22.625 23.890625 \r\n",
"Q 32.328125 33.6875 34.8125 36.53125 \r\n",
"Q 39.546875 41.84375 41.421875 45.53125 \r\n",
"Q 43.3125 49.21875 43.3125 52.78125 \r\n",
"Q 43.3125 58.59375 39.234375 62.25 \r\n",
"Q 35.15625 65.921875 28.609375 65.921875 \r\n",
"Q 23.96875 65.921875 18.8125 64.3125 \r\n",
"Q 13.671875 62.703125 7.8125 59.421875 \r\n",
"L 7.8125 69.390625 \r\n",
"Q 13.765625 71.78125 18.9375 73 \r\n",
"Q 24.125 74.21875 28.421875 74.21875 \r\n",
"Q 39.75 74.21875 46.484375 68.546875 \r\n",
"Q 53.21875 62.890625 53.21875 53.421875 \r\n",
"Q 53.21875 48.921875 51.53125 44.890625 \r\n",
"Q 49.859375 40.875 45.40625 35.40625 \r\n",
"Q 44.1875 33.984375 37.640625 27.21875 \r\n",
"Q 31.109375 20.453125 19.1875 8.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-50\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(20.878125 81.93485)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_4\">\r\n",
" <g id=\"line2d_8\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mead2c9fb5e\" y=\"37.446346\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_4\">\r\n",
" <!-- 25000 -->\r\n",
" <g transform=\"translate(20.878125 41.245565)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_5\">\r\n",
" <!-- salary -->\r\n",
" <defs>\r\n",
" <path d=\"M 44.28125 53.078125 \r\n",
"L 44.28125 44.578125 \r\n",
"Q 40.484375 46.53125 36.375 47.5 \r\n",
"Q 32.28125 48.484375 27.875 48.484375 \r\n",
"Q 21.1875 48.484375 17.84375 46.4375 \r\n",
"Q 14.5 44.390625 14.5 40.28125 \r\n",
"Q 14.5 37.15625 16.890625 35.375 \r\n",
"Q 19.28125 33.59375 26.515625 31.984375 \r\n",
"L 29.59375 31.296875 \r\n",
"Q 39.15625 29.25 43.1875 25.515625 \r\n",
"Q 47.21875 21.78125 47.21875 15.09375 \r\n",
"Q 47.21875 7.46875 41.1875 3.015625 \r\n",
"Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
"Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
"Q 10.6875 0.296875 5.421875 2 \r\n",
"L 5.421875 11.28125 \r\n",
"Q 10.40625 8.6875 15.234375 7.390625 \r\n",
"Q 20.0625 6.109375 24.8125 6.109375 \r\n",
"Q 31.15625 6.109375 34.5625 8.28125 \r\n",
"Q 37.984375 10.453125 37.984375 14.40625 \r\n",
"Q 37.984375 18.0625 35.515625 20.015625 \r\n",
"Q 33.0625 21.96875 24.703125 23.78125 \r\n",
"L 21.578125 24.515625 \r\n",
"Q 13.234375 26.265625 9.515625 29.90625 \r\n",
"Q 5.8125 33.546875 5.8125 39.890625 \r\n",
"Q 5.8125 47.609375 11.28125 51.796875 \r\n",
"Q 16.75 56 26.8125 56 \r\n",
"Q 31.78125 56 36.171875 55.265625 \r\n",
"Q 40.578125 54.546875 44.28125 53.078125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-115\"/>\r\n",
" <path d=\"M 34.28125 27.484375 \r\n",
"Q 23.390625 27.484375 19.1875 25 \r\n",
"Q 14.984375 22.515625 14.984375 16.5 \r\n",
"Q 14.984375 11.71875 18.140625 8.90625 \r\n",
"Q 21.296875 6.109375 26.703125 6.109375 \r\n",
"Q 34.1875 6.109375 38.703125 11.40625 \r\n",
"Q 43.21875 16.703125 43.21875 25.484375 \r\n",
"L 43.21875 27.484375 \r\n",
"z\r\n",
"M 52.203125 31.203125 \r\n",
"L 52.203125 0 \r\n",
"L 43.21875 0 \r\n",
"L 43.21875 8.296875 \r\n",
"Q 40.140625 3.328125 35.546875 0.953125 \r\n",
"Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
"Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
"Q 6 8.015625 6 15.921875 \r\n",
"Q 6 25.140625 12.171875 29.828125 \r\n",
"Q 18.359375 34.515625 30.609375 34.515625 \r\n",
"L 43.21875 34.515625 \r\n",
"L 43.21875 35.40625 \r\n",
"Q 43.21875 41.609375 39.140625 45 \r\n",
"Q 35.0625 48.390625 27.6875 48.390625 \r\n",
"Q 23 48.390625 18.546875 47.265625 \r\n",
"Q 14.109375 46.140625 10.015625 43.890625 \r\n",
"L 10.015625 52.203125 \r\n",
"Q 14.9375 54.109375 19.578125 55.046875 \r\n",
"Q 24.21875 56 28.609375 56 \r\n",
"Q 40.484375 56 46.34375 49.84375 \r\n",
"Q 52.203125 43.703125 52.203125 31.203125 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-97\"/>\r\n",
" <path d=\"M 9.421875 75.984375 \r\n",
"L 18.40625 75.984375 \r\n",
"L 18.40625 0 \r\n",
"L 9.421875 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-108\"/>\r\n",
" <path d=\"M 41.109375 46.296875 \r\n",
"Q 39.59375 47.171875 37.8125 47.578125 \r\n",
"Q 36.03125 48 33.890625 48 \r\n",
"Q 26.265625 48 22.1875 43.046875 \r\n",
"Q 18.109375 38.09375 18.109375 28.8125 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 20.953125 51.171875 25.484375 53.578125 \r\n",
"Q 30.03125 56 36.53125 56 \r\n",
"Q 37.453125 56 38.578125 55.875 \r\n",
"Q 39.703125 55.765625 41.0625 55.515625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-114\"/>\r\n",
" <path d=\"M 32.171875 -5.078125 \r\n",
"Q 28.375 -14.84375 24.75 -17.8125 \r\n",
"Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
"L 7.90625 -20.796875 \r\n",
"L 7.90625 -13.28125 \r\n",
"L 13.1875 -13.28125 \r\n",
"Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
"Q 21 -9.765625 23.484375 -3.21875 \r\n",
"L 25.09375 0.875 \r\n",
"L 2.984375 54.6875 \r\n",
"L 12.5 54.6875 \r\n",
"L 29.59375 11.921875 \r\n",
"L 46.6875 54.6875 \r\n",
"L 56.203125 54.6875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-121\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(14.798438 101.086719)rotate(-90)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"52.099609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"113.378906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"141.162109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"202.441406\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" <use x=\"243.554688\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"patch_3\">\r\n",
" <path d=\"M 59.690625 164.7 \r\n",
"L 59.690625 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_4\">\r\n",
" <path d=\"M 59.690625 164.7 \r\n",
"L 204.253071 164.7 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"axes_2\">\r\n",
" <g id=\"patch_5\">\r\n",
" <path d=\"M 226.248995 164.7 \r\n",
"L 370.811441 164.7 \r\n",
"L 370.811441 7.2 \r\n",
"L 226.248995 7.2 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;\"/>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_1\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 3 \r\n",
"C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
"C 2.683901 1.55874 3 0.795609 3 0 \r\n",
"C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
"C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
"C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
"C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
"C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
"C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
"z\r\n",
"\" id=\"m85791a14b2\" style=\"stroke:#1f77b4;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p463c320bd9)\">\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"235.74296\" xlink:href=\"#m85791a14b2\" y=\"127.971867\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"235.74296\" xlink:href=\"#m85791a14b2\" y=\"88.706707\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"242.352145\" xlink:href=\"#m85791a14b2\" y=\"71.03942\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"248.96133\" xlink:href=\"#m85791a14b2\" y=\"119.028363\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"248.96133\" xlink:href=\"#m85791a14b2\" y=\"66.978629\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"248.96133\" xlink:href=\"#m85791a14b2\" y=\"79.763203\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"255.570515\" xlink:href=\"#m85791a14b2\" y=\"75.995375\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"262.1797\" xlink:href=\"#m85791a14b2\" y=\"110.971884\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"268.788885\" xlink:href=\"#m85791a14b2\" y=\"67.133249\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"268.788885\" xlink:href=\"#m85791a14b2\" y=\"54.666052\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"275.39807\" xlink:href=\"#m85791a14b2\" y=\"102.728235\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"282.007255\" xlink:href=\"#m85791a14b2\" y=\"99.261508\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"282.007255\" xlink:href=\"#m85791a14b2\" y=\"60.362552\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"295.225625\" xlink:href=\"#m85791a14b2\" y=\"52.306073\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"295.225625\" xlink:href=\"#m85791a14b2\" y=\"47.374532\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"301.83481\" xlink:href=\"#m85791a14b2\" y=\"34.109825\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"308.443996\" xlink:href=\"#m85791a14b2\" y=\"44.200768\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"315.053181\" xlink:href=\"#m85791a14b2\" y=\"26.622996\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"328.271551\" xlink:href=\"#m85791a14b2\" y=\"31.871914\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"334.880736\" xlink:href=\"#m85791a14b2\" y=\"14.359246\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_2\">\r\n",
" <defs>\r\n",
" <path d=\"M 0 3 \r\n",
"C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
"C 2.683901 1.55874 3 0.795609 3 0 \r\n",
"C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
"C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
"C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
"C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
"C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
"C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
"z\r\n",
"\" id=\"m0929b8c60f\" style=\"stroke:#ff7f0e;\"/>\r\n",
" </defs>\r\n",
" <g clip-path=\"url(#p463c320bd9)\">\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"235.74296\" xlink:href=\"#m0929b8c60f\" y=\"146.428527\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"235.74296\" xlink:href=\"#m0929b8c60f\" y=\"149.073331\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"235.74296\" xlink:href=\"#m0929b8c60f\" y=\"145.134608\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"242.352145\" xlink:href=\"#m0929b8c60f\" y=\"145.093919\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"242.352145\" xlink:href=\"#m0929b8c60f\" y=\"155.160448\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"242.352145\" xlink:href=\"#m0929b8c60f\" y=\"141.651605\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"248.96133\" xlink:href=\"#m0929b8c60f\" y=\"140.691338\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"255.570515\" xlink:href=\"#m0929b8c60f\" y=\"147.982858\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"255.570515\" xlink:href=\"#m0929b8c60f\" y=\"133.220785\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"255.570515\" xlink:href=\"#m0929b8c60f\" y=\"136.044622\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"262.1797\" xlink:href=\"#m0929b8c60f\" y=\"133.106855\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"262.1797\" xlink:href=\"#m0929b8c60f\" y=\"129.591301\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"268.788885\" xlink:href=\"#m0929b8c60f\" y=\"140.504167\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"268.788885\" xlink:href=\"#m0929b8c60f\" y=\"128.272968\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"282.007255\" xlink:href=\"#m0929b8c60f\" y=\"120.428074\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"282.007255\" xlink:href=\"#m0929b8c60f\" y=\"130.641085\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"295.225625\" xlink:href=\"#m0929b8c60f\" y=\"123.162394\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"295.225625\" xlink:href=\"#m0929b8c60f\" y=\"111.159055\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"301.83481\" xlink:href=\"#m0929b8c60f\" y=\"119.956078\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"308.443996\" xlink:href=\"#m0929b8c60f\" y=\"103.509469\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"315.053181\" xlink:href=\"#m0929b8c60f\" y=\"110.768438\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"321.662366\" xlink:href=\"#m0929b8c60f\" y=\"94.826376\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"334.880736\" xlink:href=\"#m0929b8c60f\" y=\"87.591821\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"334.880736\" xlink:href=\"#m0929b8c60f\" y=\"98.618617\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"341.489921\" xlink:href=\"#m0929b8c60f\" y=\"84.588952\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"361.317476\" xlink:href=\"#m0929b8c60f\" y=\"83.45779\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_3\">\r\n",
" <g id=\"xtick_5\">\r\n",
" <g id=\"line2d_9\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"229.133775\" xlink:href=\"#mcf9e1d8e32\" y=\"164.7\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_6\">\r\n",
" <g id=\"line2d_10\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"295.225625\" xlink:href=\"#mcf9e1d8e32\" y=\"164.7\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_7\">\r\n",
" <g id=\"line2d_11\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"361.317476\" xlink:href=\"#mcf9e1d8e32\" y=\"164.7\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_4\">\r\n",
" <g id=\"ytick_5\">\r\n",
" <g id=\"line2d_12\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"226.248995\" xlink:href=\"#mead2c9fb5e\" y=\"159.514201\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_6\">\r\n",
" <g id=\"line2d_13\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"226.248995\" xlink:href=\"#mead2c9fb5e\" y=\"118.824916\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_7\">\r\n",
" <g id=\"line2d_14\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"226.248995\" xlink:href=\"#mead2c9fb5e\" y=\"78.135631\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_8\">\r\n",
" <g id=\"line2d_15\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"226.248995\" xlink:href=\"#mead2c9fb5e\" y=\"37.446346\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"patch_6\">\r\n",
" <path d=\"M 226.248995 164.7 \r\n",
"L 226.248995 7.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_7\">\r\n",
" <path d=\"M 226.248995 164.7 \r\n",
"L 370.811441 164.7 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"axes_3\">\r\n",
" <g id=\"patch_8\">\r\n",
" <path d=\"M 59.690625 332.2 \r\n",
"L 204.253071 332.2 \r\n",
"L 204.253071 174.7 \r\n",
"L 59.690625 174.7 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;\"/>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_3\">\r\n",
" <g clip-path=\"url(#p756211c752)\">\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"93.446366\" xlink:href=\"#m85791a14b2\" y=\"322.742697\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"128.482607\" xlink:href=\"#m85791a14b2\" y=\"322.742697\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"144.247101\" xlink:href=\"#m85791a14b2\" y=\"315.448729\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"101.426641\" xlink:href=\"#m85791a14b2\" y=\"308.154761\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"147.870538\" xlink:href=\"#m85791a14b2\" y=\"308.154761\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"136.462883\" xlink:href=\"#m85791a14b2\" y=\"308.154761\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"139.82491\" xlink:href=\"#m85791a14b2\" y=\"300.860793\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"108.615424\" xlink:href=\"#m85791a14b2\" y=\"293.566825\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"147.732572\" xlink:href=\"#m85791a14b2\" y=\"286.272857\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"158.857032\" xlink:href=\"#m85791a14b2\" y=\"286.272857\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"115.97122\" xlink:href=\"#m85791a14b2\" y=\"278.978888\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"119.064575\" xlink:href=\"#m85791a14b2\" y=\"271.68492\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"153.774054\" xlink:href=\"#m85791a14b2\" y=\"271.68492\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"160.962837\" xlink:href=\"#m85791a14b2\" y=\"257.096984\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"165.363244\" xlink:href=\"#m85791a14b2\" y=\"257.096984\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"177.199322\" xlink:href=\"#m85791a14b2\" y=\"249.803016\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"168.195189\" xlink:href=\"#m85791a14b2\" y=\"242.509048\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"183.879807\" xlink:href=\"#m85791a14b2\" y=\"235.21508\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"179.196206\" xlink:href=\"#m85791a14b2\" y=\"220.627143\"/>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"194.822733\" xlink:href=\"#m85791a14b2\" y=\"213.333175\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_4\">\r\n",
" <g clip-path=\"url(#p756211c752)\">\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"76.977517\" xlink:href=\"#m0929b8c60f\" y=\"322.742697\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"74.617562\" xlink:href=\"#m0929b8c60f\" y=\"322.742697\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"78.132079\" xlink:href=\"#m0929b8c60f\" y=\"322.742697\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"78.168386\" xlink:href=\"#m0929b8c60f\" y=\"315.448729\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"69.186037\" xlink:href=\"#m0929b8c60f\" y=\"315.448729\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"81.239957\" xlink:href=\"#m0929b8c60f\" y=\"315.448729\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"82.096802\" xlink:href=\"#m0929b8c60f\" y=\"308.154761\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"75.59059\" xlink:href=\"#m0929b8c60f\" y=\"300.860793\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"88.762764\" xlink:href=\"#m0929b8c60f\" y=\"300.860793\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"86.243059\" xlink:href=\"#m0929b8c60f\" y=\"300.860793\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"88.864424\" xlink:href=\"#m0929b8c60f\" y=\"293.566825\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"92.001348\" xlink:href=\"#m0929b8c60f\" y=\"293.566825\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"82.263814\" xlink:href=\"#m0929b8c60f\" y=\"286.272857\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"93.177694\" xlink:href=\"#m0929b8c60f\" y=\"286.272857\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"100.177681\" xlink:href=\"#m0929b8c60f\" y=\"271.68492\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"91.064627\" xlink:href=\"#m0929b8c60f\" y=\"271.68492\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"97.737851\" xlink:href=\"#m0929b8c60f\" y=\"257.096984\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"108.448412\" xlink:href=\"#m0929b8c60f\" y=\"257.096984\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"100.598842\" xlink:href=\"#m0929b8c60f\" y=\"249.803016\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"115.274126\" xlink:href=\"#m0929b8c60f\" y=\"242.509048\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"108.796959\" xlink:href=\"#m0929b8c60f\" y=\"235.21508\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"123.022037\" xlink:href=\"#m0929b8c60f\" y=\"227.921112\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"129.477419\" xlink:href=\"#m0929b8c60f\" y=\"213.333175\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"119.638226\" xlink:href=\"#m0929b8c60f\" y=\"213.333175\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"132.156874\" xlink:href=\"#m0929b8c60f\" y=\"206.039207\"/>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"133.166209\" xlink:href=\"#m0929b8c60f\" y=\"184.157303\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_5\">\r\n",
" <g id=\"xtick_8\">\r\n",
" <g id=\"line2d_16\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"65.30119\" xlink:href=\"#mcf9e1d8e32\" y=\"332.2\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_6\">\r\n",
" <!-- 10000 -->\r\n",
" <g transform=\"translate(49.39494 346.798437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_9\">\r\n",
" <g id=\"line2d_17\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"101.608176\" xlink:href=\"#mcf9e1d8e32\" y=\"332.2\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_7\">\r\n",
" <!-- 15000 -->\r\n",
" <g transform=\"translate(85.701926 346.798437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_10\">\r\n",
" <g id=\"line2d_18\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"137.915162\" xlink:href=\"#mcf9e1d8e32\" y=\"332.2\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_8\">\r\n",
" <!-- 20000 -->\r\n",
" <g transform=\"translate(122.008912 346.798437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_11\">\r\n",
" <g id=\"line2d_19\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"174.222149\" xlink:href=\"#mcf9e1d8e32\" y=\"332.2\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_9\">\r\n",
" <!-- 25000 -->\r\n",
" <g transform=\"translate(158.315899 346.798437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" <use x=\"254.492188\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_10\">\r\n",
" <!-- salary -->\r\n",
" <g transform=\"translate(116.835129 360.476562)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
" <use x=\"52.099609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"113.378906\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
" <use x=\"141.162109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"202.441406\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" <use x=\"243.554688\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_6\">\r\n",
" <g id=\"ytick_9\">\r\n",
" <g id=\"line2d_20\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mead2c9fb5e\" y=\"330.036665\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_11\">\r\n",
" <!-- 0 -->\r\n",
" <g transform=\"translate(46.328125 333.835884)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_10\">\r\n",
" <g id=\"line2d_21\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mead2c9fb5e\" y=\"293.566825\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_12\">\r\n",
" <!-- 5 -->\r\n",
" <g transform=\"translate(46.328125 297.366043)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_11\">\r\n",
" <g id=\"line2d_22\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mead2c9fb5e\" y=\"257.096984\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_13\">\r\n",
" <!-- 10 -->\r\n",
" <g transform=\"translate(39.965625 260.896203)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_12\">\r\n",
" <g id=\"line2d_23\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mead2c9fb5e\" y=\"220.627143\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_14\">\r\n",
" <!-- 15 -->\r\n",
" <g transform=\"translate(39.965625 224.426362)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_13\">\r\n",
" <g id=\"line2d_24\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"59.690625\" xlink:href=\"#mead2c9fb5e\" y=\"184.157303\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_15\">\r\n",
" <!-- 20 -->\r\n",
" <g transform=\"translate(39.965625 187.956522)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_16\">\r\n",
" <!-- experience -->\r\n",
" <defs>\r\n",
" <path d=\"M 56.203125 29.59375 \r\n",
"L 56.203125 25.203125 \r\n",
"L 14.890625 25.203125 \r\n",
"Q 15.484375 15.921875 20.484375 11.0625 \r\n",
"Q 25.484375 6.203125 34.421875 6.203125 \r\n",
"Q 39.59375 6.203125 44.453125 7.46875 \r\n",
"Q 49.3125 8.734375 54.109375 11.28125 \r\n",
"L 54.109375 2.78125 \r\n",
"Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
"Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
"Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
"Q 5.515625 13.8125 5.515625 26.8125 \r\n",
"Q 5.515625 40.234375 12.765625 48.109375 \r\n",
"Q 20.015625 56 32.328125 56 \r\n",
"Q 43.359375 56 49.78125 48.890625 \r\n",
"Q 56.203125 41.796875 56.203125 29.59375 \r\n",
"z\r\n",
"M 47.21875 32.234375 \r\n",
"Q 47.125 39.59375 43.09375 43.984375 \r\n",
"Q 39.0625 48.390625 32.421875 48.390625 \r\n",
"Q 24.90625 48.390625 20.390625 44.140625 \r\n",
"Q 15.875 39.890625 15.1875 32.171875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-101\"/>\r\n",
" <path d=\"M 54.890625 54.6875 \r\n",
"L 35.109375 28.078125 \r\n",
"L 55.90625 0 \r\n",
"L 45.3125 0 \r\n",
"L 29.390625 21.484375 \r\n",
"L 13.484375 0 \r\n",
"L 2.875 0 \r\n",
"L 24.125 28.609375 \r\n",
"L 4.6875 54.6875 \r\n",
"L 15.28125 54.6875 \r\n",
"L 29.78125 35.203125 \r\n",
"L 44.28125 54.6875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-120\"/>\r\n",
" <path d=\"M 18.109375 8.203125 \r\n",
"L 18.109375 -20.796875 \r\n",
"L 9.078125 -20.796875 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.390625 \r\n",
"Q 20.953125 51.265625 25.265625 53.625 \r\n",
"Q 29.59375 56 35.59375 56 \r\n",
"Q 45.5625 56 51.78125 48.09375 \r\n",
"Q 58.015625 40.1875 58.015625 27.296875 \r\n",
"Q 58.015625 14.40625 51.78125 6.484375 \r\n",
"Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
"Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
"Q 20.953125 3.328125 18.109375 8.203125 \r\n",
"z\r\n",
"M 48.6875 27.296875 \r\n",
"Q 48.6875 37.203125 44.609375 42.84375 \r\n",
"Q 40.53125 48.484375 33.40625 48.484375 \r\n",
"Q 26.265625 48.484375 22.1875 42.84375 \r\n",
"Q 18.109375 37.203125 18.109375 27.296875 \r\n",
"Q 18.109375 17.390625 22.1875 11.75 \r\n",
"Q 26.265625 6.109375 33.40625 6.109375 \r\n",
"Q 40.53125 6.109375 44.609375 11.75 \r\n",
"Q 48.6875 17.390625 48.6875 27.296875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-112\"/>\r\n",
" <path d=\"M 9.421875 54.6875 \r\n",
"L 18.40625 54.6875 \r\n",
"L 18.40625 0 \r\n",
"L 9.421875 0 \r\n",
"z\r\n",
"M 9.421875 75.984375 \r\n",
"L 18.40625 75.984375 \r\n",
"L 18.40625 64.59375 \r\n",
"L 9.421875 64.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-105\"/>\r\n",
" <path d=\"M 54.890625 33.015625 \r\n",
"L 54.890625 0 \r\n",
"L 45.90625 0 \r\n",
"L 45.90625 32.71875 \r\n",
"Q 45.90625 40.484375 42.875 44.328125 \r\n",
"Q 39.84375 48.1875 33.796875 48.1875 \r\n",
"Q 26.515625 48.1875 22.3125 43.546875 \r\n",
"Q 18.109375 38.921875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.34375 51.125 25.703125 53.5625 \r\n",
"Q 30.078125 56 35.796875 56 \r\n",
"Q 45.21875 56 50.046875 50.171875 \r\n",
"Q 54.890625 44.34375 54.890625 33.015625 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-110\"/>\r\n",
" <path d=\"M 48.78125 52.59375 \r\n",
"L 48.78125 44.1875 \r\n",
"Q 44.96875 46.296875 41.140625 47.34375 \r\n",
"Q 37.3125 48.390625 33.40625 48.390625 \r\n",
"Q 24.65625 48.390625 19.8125 42.84375 \r\n",
"Q 14.984375 37.3125 14.984375 27.296875 \r\n",
"Q 14.984375 17.28125 19.8125 11.734375 \r\n",
"Q 24.65625 6.203125 33.40625 6.203125 \r\n",
"Q 37.3125 6.203125 41.140625 7.25 \r\n",
"Q 44.96875 8.296875 48.78125 10.40625 \r\n",
"L 48.78125 2.09375 \r\n",
"Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
"Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
"Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
"Q 5.515625 14.109375 5.515625 27.296875 \r\n",
"Q 5.515625 40.671875 12.859375 48.328125 \r\n",
"Q 20.21875 56 33.015625 56 \r\n",
"Q 37.15625 56 41.109375 55.140625 \r\n",
"Q 45.0625 54.296875 48.78125 52.59375 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-99\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(33.885937 281.251562)rotate(-90)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"61.507812\" xlink:href=\"#DejaVuSans-120\"/>\r\n",
" <use x=\"120.6875\" xlink:href=\"#DejaVuSans-112\"/>\r\n",
" <use x=\"184.164062\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"245.6875\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" <use x=\"286.800781\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" <use x=\"314.583984\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"376.107422\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" <use x=\"439.486328\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
" <use x=\"494.466797\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"patch_9\">\r\n",
" <path d=\"M 59.690625 332.2 \r\n",
"L 59.690625 174.7 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_10\">\r\n",
" <path d=\"M 59.690625 332.2 \r\n",
"L 204.253071 332.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"axes_4\">\r\n",
" <g id=\"patch_11\">\r\n",
" <path d=\"M 226.248995 332.2 \r\n",
"L 370.811441 332.2 \r\n",
"L 370.811441 174.7 \r\n",
"L 226.248995 174.7 \r\n",
"z\r\n",
"\" style=\"fill:#ffffff;\"/>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_7\">\r\n",
" <g id=\"xtick_12\">\r\n",
" <g id=\"line2d_25\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"229.133775\" xlink:href=\"#mcf9e1d8e32\" y=\"332.2\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_17\">\r\n",
" <!-- 0 -->\r\n",
" <g transform=\"translate(225.952525 346.798437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_13\">\r\n",
" <g id=\"line2d_26\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"295.225625\" xlink:href=\"#mcf9e1d8e32\" y=\"332.2\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_18\">\r\n",
" <!-- 10 -->\r\n",
" <g transform=\"translate(288.863125 346.798437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"xtick_14\">\r\n",
" <g id=\"line2d_27\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"361.317476\" xlink:href=\"#mcf9e1d8e32\" y=\"332.2\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_19\">\r\n",
" <!-- 20 -->\r\n",
" <g transform=\"translate(354.954976 346.798437)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
" <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_20\">\r\n",
" <!-- experience -->\r\n",
" <g transform=\"translate(270.728655 360.476562)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"61.507812\" xlink:href=\"#DejaVuSans-120\"/>\r\n",
" <use x=\"120.6875\" xlink:href=\"#DejaVuSans-112\"/>\r\n",
" <use x=\"184.164062\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"245.6875\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
" <use x=\"286.800781\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
" <use x=\"314.583984\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"376.107422\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" <use x=\"439.486328\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
" <use x=\"494.466797\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"matplotlib.axis_8\">\r\n",
" <g id=\"ytick_14\">\r\n",
" <g id=\"line2d_28\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"226.248995\" xlink:href=\"#mead2c9fb5e\" y=\"330.036665\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_15\">\r\n",
" <g id=\"line2d_29\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"226.248995\" xlink:href=\"#mead2c9fb5e\" y=\"293.566825\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_16\">\r\n",
" <g id=\"line2d_30\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"226.248995\" xlink:href=\"#mead2c9fb5e\" y=\"257.096984\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_17\">\r\n",
" <g id=\"line2d_31\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"226.248995\" xlink:href=\"#mead2c9fb5e\" y=\"220.627143\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"ytick_18\">\r\n",
" <g id=\"line2d_32\">\r\n",
" <g>\r\n",
" <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"226.248995\" xlink:href=\"#mead2c9fb5e\" y=\"184.157303\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"patch_12\">\r\n",
" <path d=\"M 226.248995 332.2 \r\n",
"L 226.248995 174.7 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_13\">\r\n",
" <path d=\"M 226.248995 332.2 \r\n",
"L 370.811441 332.2 \r\n",
"\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"axes_5\">\r\n",
" <g id=\"patch_14\">\r\n",
" <path clip-path=\"url(#pe3419d565b)\" d=\"M 93.446366 164.7 \r\n",
"L 103.584002 164.7 \r\n",
"L 103.584002 114.7 \r\n",
"L 93.446366 114.7 \r\n",
"z\r\n",
"\" style=\"fill:#1f77b4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_15\">\r\n",
" <path clip-path=\"url(#pe3419d565b)\" d=\"M 103.584002 164.7 \r\n",
"L 113.721639 164.7 \r\n",
"L 113.721639 139.7 \r\n",
"L 103.584002 139.7 \r\n",
"z\r\n",
"\" style=\"fill:#1f77b4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_16\">\r\n",
" <path clip-path=\"url(#pe3419d565b)\" d=\"M 113.721639 164.7 \r\n",
"L 123.859276 164.7 \r\n",
"L 123.859276 114.7 \r\n",
"L 113.721639 114.7 \r\n",
"z\r\n",
"\" style=\"fill:#1f77b4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_17\">\r\n",
" <path clip-path=\"url(#pe3419d565b)\" d=\"M 123.859276 164.7 \r\n",
"L 133.996912 164.7 \r\n",
"L 133.996912 139.7 \r\n",
"L 123.859276 139.7 \r\n",
"z\r\n",
"\" style=\"fill:#1f77b4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_18\">\r\n",
" <path clip-path=\"url(#pe3419d565b)\" d=\"M 133.996912 164.7 \r\n",
"L 144.134549 164.7 \r\n",
"L 144.134549 114.7 \r\n",
"L 133.996912 114.7 \r\n",
"z\r\n",
"\" style=\"fill:#1f77b4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_19\">\r\n",
" <path clip-path=\"url(#pe3419d565b)\" d=\"M 144.134549 164.7 \r\n",
"L 154.272186 164.7 \r\n",
"L 154.272186 64.7 \r\n",
"L 144.134549 64.7 \r\n",
"z\r\n",
"\" style=\"fill:#1f77b4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_20\">\r\n",
" <path clip-path=\"url(#pe3419d565b)\" d=\"M 154.272186 164.7 \r\n",
"L 164.409823 164.7 \r\n",
"L 164.409823 114.7 \r\n",
"L 154.272186 114.7 \r\n",
"z\r\n",
"\" style=\"fill:#1f77b4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_21\">\r\n",
" <path clip-path=\"url(#pe3419d565b)\" d=\"M 164.409823 164.7 \r\n",
"L 174.547459 164.7 \r\n",
"L 174.547459 114.7 \r\n",
"L 164.409823 114.7 \r\n",
"z\r\n",
"\" style=\"fill:#1f77b4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_22\">\r\n",
" <path clip-path=\"url(#pe3419d565b)\" d=\"M 174.547459 164.7 \r\n",
"L 184.685096 164.7 \r\n",
"L 184.685096 89.7 \r\n",
"L 174.547459 89.7 \r\n",
"z\r\n",
"\" style=\"fill:#1f77b4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_23\">\r\n",
" <path clip-path=\"url(#pe3419d565b)\" d=\"M 184.685096 164.7 \r\n",
"L 194.822733 164.7 \r\n",
"L 194.822733 139.7 \r\n",
"L 184.685096 139.7 \r\n",
"z\r\n",
"\" style=\"fill:#1f77b4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_24\">\r\n",
" <path clip-path=\"url(#pe3419d565b)\" d=\"M 69.186037 164.7 \r\n",
"L 75.584054 164.7 \r\n",
"L 75.584054 114.7 \r\n",
"L 69.186037 114.7 \r\n",
"z\r\n",
"\" style=\"fill:#ff7f0e;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_25\">\r\n",
" <path clip-path=\"url(#pe3419d565b)\" d=\"M 75.584054 164.7 \r\n",
"L 81.982072 164.7 \r\n",
"L 81.982072 39.7 \r\n",
"L 75.584054 39.7 \r\n",
"z\r\n",
"\" style=\"fill:#ff7f0e;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_26\">\r\n",
" <path clip-path=\"url(#pe3419d565b)\" d=\"M 81.982072 164.7 \r\n",
"L 88.380089 164.7 \r\n",
"L 88.380089 89.7 \r\n",
"L 81.982072 89.7 \r\n",
"z\r\n",
"\" style=\"fill:#ff7f0e;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_27\">\r\n",
" <path clip-path=\"url(#pe3419d565b)\" d=\"M 88.380089 164.7 \r\n",
"L 94.778106 164.7 \r\n",
"L 94.778106 39.7 \r\n",
"L 88.380089 39.7 \r\n",
"z\r\n",
"\" style=\"fill:#ff7f0e;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_28\">\r\n",
" <path clip-path=\"url(#pe3419d565b)\" d=\"M 94.778106 164.7 \r\n",
"L 101.176123 164.7 \r\n",
"L 101.176123 89.7 \r\n",
"L 94.778106 89.7 \r\n",
"z\r\n",
"\" style=\"fill:#ff7f0e;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_29\">\r\n",
" <path clip-path=\"url(#pe3419d565b)\" d=\"M 101.176123 164.7 \r\n",
"L 107.57414 164.7 \r\n",
"L 107.57414 164.7 \r\n",
"L 101.176123 164.7 \r\n",
"z\r\n",
"\" style=\"fill:#ff7f0e;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_30\">\r\n",
" <path clip-path=\"url(#pe3419d565b)\" d=\"M 107.57414 164.7 \r\n",
"L 113.972157 164.7 \r\n",
"L 113.972157 114.7 \r\n",
"L 107.57414 114.7 \r\n",
"z\r\n",
"\" style=\"fill:#ff7f0e;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_31\">\r\n",
" <path clip-path=\"url(#pe3419d565b)\" d=\"M 113.972157 164.7 \r\n",
"L 120.370174 164.7 \r\n",
"L 120.370174 114.7 \r\n",
"L 113.972157 114.7 \r\n",
"z\r\n",
"\" style=\"fill:#ff7f0e;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_32\">\r\n",
" <path clip-path=\"url(#pe3419d565b)\" d=\"M 120.370174 164.7 \r\n",
"L 126.768192 164.7 \r\n",
"L 126.768192 139.7 \r\n",
"L 120.370174 139.7 \r\n",
"z\r\n",
"\" style=\"fill:#ff7f0e;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_33\">\r\n",
" <path clip-path=\"url(#pe3419d565b)\" d=\"M 126.768192 164.7 \r\n",
"L 133.166209 164.7 \r\n",
"L 133.166209 89.7 \r\n",
"L 126.768192 89.7 \r\n",
"z\r\n",
"\" style=\"fill:#ff7f0e;\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"axes_6\">\r\n",
" <g id=\"patch_34\">\r\n",
" <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 235.74296 332.2 \r\n",
"L 245.656738 332.2 \r\n",
"L 245.656738 257.2 \r\n",
"L 235.74296 257.2 \r\n",
"z\r\n",
"\" style=\"fill:#1f77b4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_35\">\r\n",
" <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 245.656738 332.2 \r\n",
"L 255.570515 332.2 \r\n",
"L 255.570515 257.2 \r\n",
"L 245.656738 257.2 \r\n",
"z\r\n",
"\" style=\"fill:#1f77b4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_36\">\r\n",
" <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 255.570515 332.2 \r\n",
"L 265.484293 332.2 \r\n",
"L 265.484293 282.2 \r\n",
"L 255.570515 282.2 \r\n",
"z\r\n",
"\" style=\"fill:#1f77b4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_37\">\r\n",
" <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 265.484293 332.2 \r\n",
"L 275.39807 332.2 \r\n",
"L 275.39807 282.2 \r\n",
"L 265.484293 282.2 \r\n",
"z\r\n",
"\" style=\"fill:#1f77b4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_38\">\r\n",
" <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 275.39807 332.2 \r\n",
"L 285.311848 332.2 \r\n",
"L 285.311848 257.2 \r\n",
"L 275.39807 257.2 \r\n",
"z\r\n",
"\" style=\"fill:#1f77b4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_39\">\r\n",
" <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 285.311848 332.2 \r\n",
"L 295.225625 332.2 \r\n",
"L 295.225625 332.2 \r\n",
"L 285.311848 332.2 \r\n",
"z\r\n",
"\" style=\"fill:#1f77b4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_40\">\r\n",
" <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 295.225625 332.2 \r\n",
"L 305.139403 332.2 \r\n",
"L 305.139403 257.2 \r\n",
"L 295.225625 257.2 \r\n",
"z\r\n",
"\" style=\"fill:#1f77b4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_41\">\r\n",
" <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 305.139403 332.2 \r\n",
"L 315.053181 332.2 \r\n",
"L 315.053181 307.2 \r\n",
"L 305.139403 307.2 \r\n",
"z\r\n",
"\" style=\"fill:#1f77b4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_42\">\r\n",
" <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 315.053181 332.2 \r\n",
"L 324.966958 332.2 \r\n",
"L 324.966958 307.2 \r\n",
"L 315.053181 307.2 \r\n",
"z\r\n",
"\" style=\"fill:#1f77b4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_43\">\r\n",
" <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 324.966958 332.2 \r\n",
"L 334.880736 332.2 \r\n",
"L 334.880736 282.2 \r\n",
"L 324.966958 282.2 \r\n",
"z\r\n",
"\" style=\"fill:#1f77b4;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_44\">\r\n",
" <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 235.74296 332.2 \r\n",
"L 248.300412 332.2 \r\n",
"L 248.300412 182.2 \r\n",
"L 235.74296 182.2 \r\n",
"z\r\n",
"\" style=\"fill:#ff7f0e;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_45\">\r\n",
" <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 248.300412 332.2 \r\n",
"L 260.857863 332.2 \r\n",
"L 260.857863 232.2 \r\n",
"L 248.300412 232.2 \r\n",
"z\r\n",
"\" style=\"fill:#ff7f0e;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_46\">\r\n",
" <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 260.857863 332.2 \r\n",
"L 273.415315 332.2 \r\n",
"L 273.415315 232.2 \r\n",
"L 260.857863 232.2 \r\n",
"z\r\n",
"\" style=\"fill:#ff7f0e;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_47\">\r\n",
" <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 273.415315 332.2 \r\n",
"L 285.972766 332.2 \r\n",
"L 285.972766 282.2 \r\n",
"L 273.415315 282.2 \r\n",
"z\r\n",
"\" style=\"fill:#ff7f0e;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_48\">\r\n",
" <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 285.972766 332.2 \r\n",
"L 298.530218 332.2 \r\n",
"L 298.530218 282.2 \r\n",
"L 285.972766 282.2 \r\n",
"z\r\n",
"\" style=\"fill:#ff7f0e;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_49\">\r\n",
" <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 298.530218 332.2 \r\n",
"L 311.08767 332.2 \r\n",
"L 311.08767 282.2 \r\n",
"L 298.530218 282.2 \r\n",
"z\r\n",
"\" style=\"fill:#ff7f0e;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_50\">\r\n",
" <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 311.08767 332.2 \r\n",
"L 323.645121 332.2 \r\n",
"L 323.645121 282.2 \r\n",
"L 311.08767 282.2 \r\n",
"z\r\n",
"\" style=\"fill:#ff7f0e;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_51\">\r\n",
" <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 323.645121 332.2 \r\n",
"L 336.202573 332.2 \r\n",
"L 336.202573 282.2 \r\n",
"L 323.645121 282.2 \r\n",
"z\r\n",
"\" style=\"fill:#ff7f0e;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_52\">\r\n",
" <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 336.202573 332.2 \r\n",
"L 348.760024 332.2 \r\n",
"L 348.760024 307.2 \r\n",
"L 336.202573 307.2 \r\n",
"z\r\n",
"\" style=\"fill:#ff7f0e;\"/>\r\n",
" </g>\r\n",
" <g id=\"patch_53\">\r\n",
" <path clip-path=\"url(#pf5b2eceaea)\" d=\"M 348.760024 332.2 \r\n",
"L 361.317476 332.2 \r\n",
"L 361.317476 307.2 \r\n",
"L 348.760024 307.2 \r\n",
"z\r\n",
"\" style=\"fill:#ff7f0e;\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"legend_1\">\r\n",
" <g id=\"text_21\">\r\n",
" <!-- management -->\r\n",
" <defs>\r\n",
" <path d=\"M 52 44.1875 \r\n",
"Q 55.375 50.25 60.0625 53.125 \r\n",
"Q 64.75 56 71.09375 56 \r\n",
"Q 79.640625 56 84.28125 50.015625 \r\n",
"Q 88.921875 44.046875 88.921875 33.015625 \r\n",
"L 88.921875 0 \r\n",
"L 79.890625 0 \r\n",
"L 79.890625 32.71875 \r\n",
"Q 79.890625 40.578125 77.09375 44.375 \r\n",
"Q 74.3125 48.1875 68.609375 48.1875 \r\n",
"Q 61.625 48.1875 57.5625 43.546875 \r\n",
"Q 53.515625 38.921875 53.515625 30.90625 \r\n",
"L 53.515625 0 \r\n",
"L 44.484375 0 \r\n",
"L 44.484375 32.71875 \r\n",
"Q 44.484375 40.625 41.703125 44.40625 \r\n",
"Q 38.921875 48.1875 33.109375 48.1875 \r\n",
"Q 26.21875 48.1875 22.15625 43.53125 \r\n",
"Q 18.109375 38.875 18.109375 30.90625 \r\n",
"L 18.109375 0 \r\n",
"L 9.078125 0 \r\n",
"L 9.078125 54.6875 \r\n",
"L 18.109375 54.6875 \r\n",
"L 18.109375 46.1875 \r\n",
"Q 21.1875 51.21875 25.484375 53.609375 \r\n",
"Q 29.78125 56 35.6875 56 \r\n",
"Q 41.65625 56 45.828125 52.96875 \r\n",
"Q 50 49.953125 52 44.1875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-109\"/>\r\n",
" <path d=\"M 45.40625 27.984375 \r\n",
"Q 45.40625 37.75 41.375 43.109375 \r\n",
"Q 37.359375 48.484375 30.078125 48.484375 \r\n",
"Q 22.859375 48.484375 18.828125 43.109375 \r\n",
"Q 14.796875 37.75 14.796875 27.984375 \r\n",
"Q 14.796875 18.265625 18.828125 12.890625 \r\n",
"Q 22.859375 7.515625 30.078125 7.515625 \r\n",
"Q 37.359375 7.515625 41.375 12.890625 \r\n",
"Q 45.40625 18.265625 45.40625 27.984375 \r\n",
"z\r\n",
"M 54.390625 6.78125 \r\n",
"Q 54.390625 -7.171875 48.1875 -13.984375 \r\n",
"Q 42 -20.796875 29.203125 -20.796875 \r\n",
"Q 24.46875 -20.796875 20.265625 -20.09375 \r\n",
"Q 16.0625 -19.390625 12.109375 -17.921875 \r\n",
"L 12.109375 -9.1875 \r\n",
"Q 16.0625 -11.328125 19.921875 -12.34375 \r\n",
"Q 23.78125 -13.375 27.78125 -13.375 \r\n",
"Q 36.625 -13.375 41.015625 -8.765625 \r\n",
"Q 45.40625 -4.15625 45.40625 5.171875 \r\n",
"L 45.40625 9.625 \r\n",
"Q 42.625 4.78125 38.28125 2.390625 \r\n",
"Q 33.9375 0 27.875 0 \r\n",
"Q 17.828125 0 11.671875 7.65625 \r\n",
"Q 5.515625 15.328125 5.515625 27.984375 \r\n",
"Q 5.515625 40.671875 11.671875 48.328125 \r\n",
"Q 17.828125 56 27.875 56 \r\n",
"Q 33.9375 56 38.28125 53.609375 \r\n",
"Q 42.625 51.21875 45.40625 46.390625 \r\n",
"L 45.40625 54.6875 \r\n",
"L 54.390625 54.6875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-103\"/>\r\n",
" <path d=\"M 18.3125 70.21875 \r\n",
"L 18.3125 54.6875 \r\n",
"L 36.8125 54.6875 \r\n",
"L 36.8125 47.703125 \r\n",
"L 18.3125 47.703125 \r\n",
"L 18.3125 18.015625 \r\n",
"Q 18.3125 11.328125 20.140625 9.421875 \r\n",
"Q 21.96875 7.515625 27.59375 7.515625 \r\n",
"L 36.8125 7.515625 \r\n",
"L 36.8125 0 \r\n",
"L 27.59375 0 \r\n",
"Q 17.1875 0 13.234375 3.875 \r\n",
"Q 9.28125 7.765625 9.28125 18.015625 \r\n",
"L 9.28125 47.703125 \r\n",
"L 2.6875 47.703125 \r\n",
"L 2.6875 54.6875 \r\n",
"L 9.28125 54.6875 \r\n",
"L 9.28125 70.21875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-116\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(376.121441 172.959375)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-109\"/>\r\n",
" <use x=\"97.412109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"158.691406\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" <use x=\"222.070312\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
" <use x=\"283.349609\" xlink:href=\"#DejaVuSans-103\"/>\r\n",
" <use x=\"346.826172\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"408.349609\" xlink:href=\"#DejaVuSans-109\"/>\r\n",
" <use x=\"505.761719\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
" <use x=\"567.285156\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
" <use x=\"630.664062\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_5\">\r\n",
" <g>\r\n",
" <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"401.874566\" xlink:href=\"#m85791a14b2\" y=\"185.0125\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_22\">\r\n",
" <!-- Y -->\r\n",
" <defs>\r\n",
" <path d=\"M -0.203125 72.90625 \r\n",
"L 10.40625 72.90625 \r\n",
"L 30.609375 42.921875 \r\n",
"L 50.6875 72.90625 \r\n",
"L 61.28125 72.90625 \r\n",
"L 35.5 34.71875 \r\n",
"L 35.5 0 \r\n",
"L 25.59375 0 \r\n",
"L 25.59375 34.71875 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-89\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(419.874566 187.6375)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-89\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"PathCollection_6\">\r\n",
" <g>\r\n",
" <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"401.874566\" xlink:href=\"#m0929b8c60f\" y=\"199.690625\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" <g id=\"text_23\">\r\n",
" <!-- N -->\r\n",
" <defs>\r\n",
" <path d=\"M 9.8125 72.90625 \r\n",
"L 23.09375 72.90625 \r\n",
"L 55.421875 11.921875 \r\n",
"L 55.421875 72.90625 \r\n",
"L 64.984375 72.90625 \r\n",
"L 64.984375 0 \r\n",
"L 51.703125 0 \r\n",
"L 19.390625 60.984375 \r\n",
"L 19.390625 0 \r\n",
"L 9.8125 0 \r\n",
"z\r\n",
"\" id=\"DejaVuSans-78\"/>\r\n",
" </defs>\r\n",
" <g transform=\"translate(419.874566 202.315625)scale(0.1 -0.1)\">\r\n",
" <use xlink:href=\"#DejaVuSans-78\"/>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" </g>\r\n",
" <defs>\r\n",
" <clipPath id=\"p463c320bd9\">\r\n",
" <rect height=\"157.5\" width=\"144.562446\" x=\"226.248995\" y=\"7.2\"/>\r\n",
" </clipPath>\r\n",
" <clipPath id=\"p756211c752\">\r\n",
" <rect height=\"157.5\" width=\"144.562446\" x=\"59.690625\" y=\"174.7\"/>\r\n",
" </clipPath>\r\n",
" <clipPath id=\"pe3419d565b\">\r\n",
" <rect height=\"157.5\" width=\"144.562446\" x=\"59.690625\" y=\"7.2\"/>\r\n",
" </clipPath>\r\n",
" <clipPath id=\"pf5b2eceaea\">\r\n",
" <rect height=\"157.5\" width=\"144.562446\" x=\"226.248995\" y=\"174.7\"/>\r\n",
" </clipPath>\r\n",
" </defs>\r\n",
"</svg>\r\n"
],
"text/plain": [
"<Figure size 434.75x360 with 6 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"g = sns.PairGrid(salary, hue='management')\n",
"g.map_diag(plt.hist)\n",
"g.map_offdiag(plt.scatter)\n",
"ax = g.add_legend()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.7"
},
"toc": {
"base_numbering": 1,
"nav_menu": {},
"number_sections": true,
"sideBar": true,
"skip_h1_title": false,
"title_cell": "Table of Contents",
"title_sidebar": "Contents",
"toc_cell": true,
"toc_position": {},
"toc_section_display": true,
"toc_window_display": false
},
"varInspector": {
"cols": {
"lenName": 16,
"lenType": 16,
"lenVar": 40
},
"kernels_config": {
"python": {
"delete_cmd_postfix": "",
"delete_cmd_prefix": "del ",
"library": "var_list.py",
"varRefreshCmd": "print(var_dic_list())"
},
"r": {
"delete_cmd_postfix": ") ",
"delete_cmd_prefix": "rm(",
"library": "var_list.r",
"varRefreshCmd": "cat(var_dic_list()) "
}
},
"types_to_exclude": [
"module",
"function",
"builtin_function_or_method",
"instance",
"_Feature"
],
"window_display": false
}
},
"nbformat": 4,
"nbformat_minor": 4
}