highspeed-fmriprep/fmriprep/sub-21/figures/sub-21_ses-02_task-rest_rec-prenorm_run-pre_carpetplot.svg

<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
  "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
<!-- Created with matplotlib (http://matplotlib.org/) -->
<svg height="309.883863pt" version="1.1" viewBox="0 0 384.435181 309.883863" width="384.435181pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
 <defs>
  <style type="text/css">
*{stroke-linecap:butt;stroke-linejoin:round;}
  </style>
 </defs>
 <g id="figure_1">
  <g id="patch_1">
   <path d="M 0 309.883863 
L 384.435181 309.883863 
L 384.435181 0 
L 0 0 
z
" style="fill:#ffffff;"/>
  </g>
  <g id="axes_1">
   <g id="patch_2">
    <path d="M 18.697188 37.546752 
L 372.281346 37.546752 
L 372.281346 12 
L 18.697188 12 
z
" style="fill:#ffffff;"/>
   </g>
   <g id="matplotlib.axis_1">
    <g id="xtick_1"/>
    <g id="xtick_2"/>
    <g id="xtick_3"/>
    <g id="xtick_4"/>
    <g id="xtick_5"/>
    <g id="xtick_6"/>
   </g>
   <g id="matplotlib.axis_2"/>
   <g id="line2d_1">
    <path clip-path="url(#p49be456dd9)" d="M 18.697188 23.299545 
L 372.281346 23.299545 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_2">
    <path clip-path="url(#p49be456dd9)" d="M 18.697188 23.300091 
L 20.221257 23.728027 
L 21.745327 23.935014 
L 26.317536 23.834577 
L 27.841605 23.633666 
L 29.365675 23.603708 
L 30.889745 23.686451 
L 33.937884 23.42069 
L 35.461954 23.542566 
L 36.986023 23.370484 
L 40.034163 23.732553 
L 43.082302 23.496228 
L 47.654511 23.521896 
L 50.70265 23.451143 
L 52.22672 23.482428 
L 53.750789 23.298727 
L 55.274859 23.525938 
L 56.798929 23.570887 
L 59.847068 23.178215 
L 62.895207 23.376497 
L 64.419277 23.633964 
L 65.943347 23.665917 
L 67.467416 23.515634 
L 68.991486 23.582294 
L 70.515556 23.405227 
L 72.039625 23.353819 
L 73.563695 23.667703 
L 75.087764 23.863915 
L 76.611834 23.82901 
L 79.659973 24.27965 
L 84.232182 24.03596 
L 85.756252 23.741332 
L 88.804391 23.763217 
L 91.852531 23.707047 
L 94.90067 23.702062 
L 96.42474 23.817788 
L 97.948809 23.599815 
L 100.996949 23.597546 
L 104.045088 23.748759 
L 105.569157 23.434553 
L 107.093227 23.664938 
L 108.617297 23.688497 
L 110.141366 23.90988 
L 111.665436 24.419741 
L 113.189506 24.338523 
L 114.713575 24.474671 
L 116.237645 24.148412 
L 117.761715 23.667517 
L 119.285784 23.557979 
L 120.809854 23.571593 
L 122.333924 23.4086 
L 123.857993 23.538784 
L 125.382063 23.298578 
L 129.954272 23.767433 
L 131.478341 23.55499 
L 136.05055 23.553899 
L 137.57462 23.2156 
L 140.622759 23.552671 
L 145.194968 23.592685 
L 146.719038 23.94822 
L 149.767177 23.853834 
L 152.815317 23.45583 
L 154.339386 23.536391 
L 155.863456 23.43976 
L 157.387525 23.597744 
L 158.911595 23.478187 
L 160.435665 23.777651 
L 161.959734 23.871107 
L 163.483804 23.843083 
L 166.531943 23.371079 
L 168.056013 23.361072 
L 172.628222 24.146106 
L 174.152292 24.000385 
L 175.676361 23.63043 
L 177.200431 23.626958 
L 178.724501 23.472347 
L 180.24857 24.069972 
L 181.77264 24.361363 
L 183.29671 24.31086 
L 184.820779 24.004303 
L 186.344849 23.519267 
L 190.917058 23.1692 
L 192.441127 23.336087 
L 193.965197 23.788674 
L 195.489267 24.036071 
L 198.537406 24.093841 
L 200.061476 23.707828 
L 204.633685 23.493364 
L 206.157754 23.6634 
L 209.205894 23.633765 
L 210.729963 23.901188 
L 212.254033 23.688311 
L 213.778102 23.870983 
L 215.302172 24.33339 
L 216.826242 24.107034 
L 219.874381 23.84968 
L 221.398451 23.49603 
L 222.92252 23.379635 
L 224.44659 23.477852 
L 225.97066 23.720005 
L 227.494729 23.673593 
L 230.542869 23.459612 
L 232.066938 23.574383 
L 233.591008 23.836859 
L 235.115078 23.855322 
L 236.639147 23.744184 
L 241.211356 23.946906 
L 244.259495 24.165251 
L 247.307635 23.49541 
L 250.355774 22.789313 
L 253.403913 23.648806 
L 259.500192 24.337779 
L 261.024262 24.175406 
L 262.548331 24.461441 
L 264.072401 24.356776 
L 265.596471 24.400571 
L 267.12054 24.177948 
L 268.64461 24.090704 
L 270.168679 24.12055 
L 271.692749 23.830423 
L 277.789028 23.592264 
L 279.313097 23.724245 
L 282.361237 23.637721 
L 285.409376 23.260945 
L 286.933446 23.398755 
L 288.457515 23.343626 
L 289.981585 23.457988 
L 293.029724 23.91081 
L 296.077863 23.965902 
L 297.601933 23.767793 
L 299.126003 23.787099 
L 302.174142 24.089142 
L 305.222281 23.753124 
L 308.270421 24.020076 
L 309.79449 24.451372 
L 311.31856 24.596423 
L 314.366699 24.208873 
L 317.414839 23.916278 
L 318.938908 23.91613 
L 321.987048 23.330507 
L 323.511117 23.344333 
L 325.035187 23.239767 
L 328.083326 23.602679 
L 329.607396 23.862377 
L 331.131465 23.937383 
L 334.179605 23.706018 
L 335.703674 23.848415 
L 338.751814 23.748958 
L 340.275883 23.95876 
L 341.799953 23.829233 
L 343.324023 23.550725 
L 344.848092 23.621055 
L 346.372162 23.814081 
L 347.896232 24.15796 
L 350.944371 24.245687 
L 352.46844 23.734004 
L 353.99251 23.660189 
L 358.564719 24.116607 
L 360.088789 24.477461 
L 361.612858 24.617862 
L 366.185067 24.037907 
L 367.709137 24.166578 
L 369.233207 23.9043 
L 372.281346 23.877889 
L 372.281346 23.877889 
" style="fill:none;stroke:#f77189;stroke-linecap:round;stroke-width:0.8;"/>
   </g>
   <g id="text_1">
    <g id="patch_3">
     <path d="M 18.697188 25.935276 
L 29.974688 25.935276 
Q 32.374688 25.935276 32.374688 23.535276 
L 32.374688 15.792776 
Q 32.374688 13.392776 29.974688 13.392776 
L 18.697188 13.392776 
Q 16.297188 13.392776 16.297188 15.792776 
L 16.297188 23.535276 
Q 16.297188 25.935276 18.697188 25.935276 
z
" style="fill:#ffffff;opacity:0.8;"/>
    </g>
    <!-- GS -->
    <defs>
     <path d="M 59.515625 10.40625 
L 59.515625 29.984375 
L 43.40625 29.984375 
L 43.40625 38.09375 
L 69.28125 38.09375 
L 69.28125 6.78125 
Q 63.578125 2.734375 56.6875 0.65625 
Q 49.8125 -1.421875 42 -1.421875 
Q 24.90625 -1.421875 15.25 8.5625 
Q 5.609375 18.5625 5.609375 36.375 
Q 5.609375 54.25 15.25 64.234375 
Q 24.90625 74.21875 42 74.21875 
Q 49.125 74.21875 55.546875 72.453125 
Q 61.96875 70.703125 67.390625 67.28125 
L 67.390625 56.78125 
Q 61.921875 61.421875 55.765625 63.765625 
Q 49.609375 66.109375 42.828125 66.109375 
Q 29.4375 66.109375 22.71875 58.640625 
Q 16.015625 51.171875 16.015625 36.375 
Q 16.015625 21.625 22.71875 14.15625 
Q 29.4375 6.6875 42.828125 6.6875 
Q 48.046875 6.6875 52.140625 7.59375 
Q 56.25 8.5 59.515625 10.40625 
z
" id="DejaVuSans-47"/>
     <path d="M 53.515625 70.515625 
L 53.515625 60.890625 
Q 47.90625 63.578125 42.921875 64.890625 
Q 37.9375 66.21875 33.296875 66.21875 
Q 25.25 66.21875 20.875 63.09375 
Q 16.5 59.96875 16.5 54.203125 
Q 16.5 49.359375 19.40625 46.890625 
Q 22.3125 44.4375 30.421875 42.921875 
L 36.375 41.703125 
Q 47.40625 39.59375 52.65625 34.296875 
Q 57.90625 29 57.90625 20.125 
Q 57.90625 9.515625 50.796875 4.046875 
Q 43.703125 -1.421875 29.984375 -1.421875 
Q 24.8125 -1.421875 18.96875 -0.25 
Q 13.140625 0.921875 6.890625 3.21875 
L 6.890625 13.375 
Q 12.890625 10.015625 18.65625 8.296875 
Q 24.421875 6.59375 29.984375 6.59375 
Q 38.421875 6.59375 43.015625 9.90625 
Q 47.609375 13.234375 47.609375 19.390625 
Q 47.609375 24.75 44.3125 27.78125 
Q 41.015625 30.8125 33.5 32.328125 
L 27.484375 33.5 
Q 16.453125 35.6875 11.515625 40.375 
Q 6.59375 45.0625 6.59375 53.421875 
Q 6.59375 63.09375 13.40625 68.65625 
Q 20.21875 74.21875 32.171875 74.21875 
Q 37.3125 74.21875 42.625 73.28125 
Q 47.953125 72.359375 53.515625 70.515625 
z
" id="DejaVuSans-53"/>
    </defs>
    <g style="fill:#f77189;" transform="translate(18.697188 21.871526)scale(0.08 -0.08)">
     <use xlink:href="#DejaVuSans-47"/>
     <use x="77.490234" xlink:href="#DejaVuSans-53"/>
    </g>
   </g>
   <g id="text_2">
    <g id="patch_4">
     <path d="M 280.129663 22.799651 
L 365.209663 22.799651 
Q 366.409663 22.799651 366.409663 21.599651 
L 366.409663 17.728401 
Q 366.409663 16.528401 365.209663 16.528401 
L 280.129663 16.528401 
Q 278.929663 16.528401 278.929663 17.728401 
L 278.929663 21.599651 
Q 278.929663 22.799651 280.129663 22.799651 
z
" style="fill:#ffffff;opacity:0.8;"/>
    </g>
    <!-- max: 531.086 $\bullet$ mean: 526.347 $\bullet$ $\sigma$: 1.532 -->
    <defs>
     <path d="M 52 44.1875 
Q 55.375 50.25 60.0625 53.125 
Q 64.75 56 71.09375 56 
Q 79.640625 56 84.28125 50.015625 
Q 88.921875 44.046875 88.921875 33.015625 
L 88.921875 0 
L 79.890625 0 
L 79.890625 32.71875 
Q 79.890625 40.578125 77.09375 44.375 
Q 74.3125 48.1875 68.609375 48.1875 
Q 61.625 48.1875 57.5625 43.546875 
Q 53.515625 38.921875 53.515625 30.90625 
L 53.515625 0 
L 44.484375 0 
L 44.484375 32.71875 
Q 44.484375 40.625 41.703125 44.40625 
Q 38.921875 48.1875 33.109375 48.1875 
Q 26.21875 48.1875 22.15625 43.53125 
Q 18.109375 38.875 18.109375 30.90625 
L 18.109375 0 
L 9.078125 0 
L 9.078125 54.6875 
L 18.109375 54.6875 
L 18.109375 46.1875 
Q 21.1875 51.21875 25.484375 53.609375 
Q 29.78125 56 35.6875 56 
Q 41.65625 56 45.828125 52.96875 
Q 50 49.953125 52 44.1875 
z
" id="DejaVuSans-6d"/>
     <path d="M 34.28125 27.484375 
Q 23.390625 27.484375 19.1875 25 
Q 14.984375 22.515625 14.984375 16.5 
Q 14.984375 11.71875 18.140625 8.90625 
Q 21.296875 6.109375 26.703125 6.109375 
Q 34.1875 6.109375 38.703125 11.40625 
Q 43.21875 16.703125 43.21875 25.484375 
L 43.21875 27.484375 
z
M 52.203125 31.203125 
L 52.203125 0 
L 43.21875 0 
L 43.21875 8.296875 
Q 40.140625 3.328125 35.546875 0.953125 
Q 30.953125 -1.421875 24.3125 -1.421875 
Q 15.921875 -1.421875 10.953125 3.296875 
Q 6 8.015625 6 15.921875 
Q 6 25.140625 12.171875 29.828125 
Q 18.359375 34.515625 30.609375 34.515625 
L 43.21875 34.515625 
L 43.21875 35.40625 
Q 43.21875 41.609375 39.140625 45 
Q 35.0625 48.390625 27.6875 48.390625 
Q 23 48.390625 18.546875 47.265625 
Q 14.109375 46.140625 10.015625 43.890625 
L 10.015625 52.203125 
Q 14.9375 54.109375 19.578125 55.046875 
Q 24.21875 56 28.609375 56 
Q 40.484375 56 46.34375 49.84375 
Q 52.203125 43.703125 52.203125 31.203125 
z
" id="DejaVuSans-61"/>
     <path d="M 54.890625 54.6875 
L 35.109375 28.078125 
L 55.90625 0 
L 45.3125 0 
L 29.390625 21.484375 
L 13.484375 0 
L 2.875 0 
L 24.125 28.609375 
L 4.6875 54.6875 
L 15.28125 54.6875 
L 29.78125 35.203125 
L 44.28125 54.6875 
z
" id="DejaVuSans-78"/>
     <path d="M 11.71875 12.40625 
L 22.015625 12.40625 
L 22.015625 0 
L 11.71875 0 
z
M 11.71875 51.703125 
L 22.015625 51.703125 
L 22.015625 39.3125 
L 11.71875 39.3125 
z
" id="DejaVuSans-3a"/>
     <path id="DejaVuSans-20"/>
     <path d="M 10.796875 72.90625 
L 49.515625 72.90625 
L 49.515625 64.59375 
L 19.828125 64.59375 
L 19.828125 46.734375 
Q 21.96875 47.46875 24.109375 47.828125 
Q 26.265625 48.1875 28.421875 48.1875 
Q 40.625 48.1875 47.75 41.5 
Q 54.890625 34.8125 54.890625 23.390625 
Q 54.890625 11.625 47.5625 5.09375 
Q 40.234375 -1.421875 26.90625 -1.421875 
Q 22.3125 -1.421875 17.546875 -0.640625 
Q 12.796875 0.140625 7.71875 1.703125 
L 7.71875 11.625 
Q 12.109375 9.234375 16.796875 8.0625 
Q 21.484375 6.890625 26.703125 6.890625 
Q 35.15625 6.890625 40.078125 11.328125 
Q 45.015625 15.765625 45.015625 23.390625 
Q 45.015625 31 40.078125 35.4375 
Q 35.15625 39.890625 26.703125 39.890625 
Q 22.75 39.890625 18.8125 39.015625 
Q 14.890625 38.140625 10.796875 36.28125 
z
" id="DejaVuSans-35"/>
     <path d="M 40.578125 39.3125 
Q 47.65625 37.796875 51.625 33 
Q 55.609375 28.21875 55.609375 21.1875 
Q 55.609375 10.40625 48.1875 4.484375 
Q 40.765625 -1.421875 27.09375 -1.421875 
Q 22.515625 -1.421875 17.65625 -0.515625 
Q 12.796875 0.390625 7.625 2.203125 
L 7.625 11.71875 
Q 11.71875 9.328125 16.59375 8.109375 
Q 21.484375 6.890625 26.8125 6.890625 
Q 36.078125 6.890625 40.9375 10.546875 
Q 45.796875 14.203125 45.796875 21.1875 
Q 45.796875 27.640625 41.28125 31.265625 
Q 36.765625 34.90625 28.71875 34.90625 
L 20.21875 34.90625 
L 20.21875 43.015625 
L 29.109375 43.015625 
Q 36.375 43.015625 40.234375 45.921875 
Q 44.09375 48.828125 44.09375 54.296875 
Q 44.09375 59.90625 40.109375 62.90625 
Q 36.140625 65.921875 28.71875 65.921875 
Q 24.65625 65.921875 20.015625 65.03125 
Q 15.375 64.15625 9.8125 62.3125 
L 9.8125 71.09375 
Q 15.4375 72.65625 20.34375 73.4375 
Q 25.25 74.21875 29.59375 74.21875 
Q 40.828125 74.21875 47.359375 69.109375 
Q 53.90625 64.015625 53.90625 55.328125 
Q 53.90625 49.265625 50.4375 45.09375 
Q 46.96875 40.921875 40.578125 39.3125 
z
" id="DejaVuSans-33"/>
     <path d="M 12.40625 8.296875 
L 28.515625 8.296875 
L 28.515625 63.921875 
L 10.984375 60.40625 
L 10.984375 69.390625 
L 28.421875 72.90625 
L 38.28125 72.90625 
L 38.28125 8.296875 
L 54.390625 8.296875 
L 54.390625 0 
L 12.40625 0 
z
" id="DejaVuSans-31"/>
     <path d="M 10.6875 12.40625 
L 21 12.40625 
L 21 0 
L 10.6875 0 
z
" id="DejaVuSans-2e"/>
     <path d="M 31.78125 66.40625 
Q 24.171875 66.40625 20.328125 58.90625 
Q 16.5 51.421875 16.5 36.375 
Q 16.5 21.390625 20.328125 13.890625 
Q 24.171875 6.390625 31.78125 6.390625 
Q 39.453125 6.390625 43.28125 13.890625 
Q 47.125 21.390625 47.125 36.375 
Q 47.125 51.421875 43.28125 58.90625 
Q 39.453125 66.40625 31.78125 66.40625 
z
M 31.78125 74.21875 
Q 44.046875 74.21875 50.515625 64.515625 
Q 56.984375 54.828125 56.984375 36.375 
Q 56.984375 17.96875 50.515625 8.265625 
Q 44.046875 -1.421875 31.78125 -1.421875 
Q 19.53125 -1.421875 13.0625 8.265625 
Q 6.59375 17.96875 6.59375 36.375 
Q 6.59375 54.828125 13.0625 64.515625 
Q 19.53125 74.21875 31.78125 74.21875 
z
" id="DejaVuSans-30"/>
     <path d="M 31.78125 34.625 
Q 24.75 34.625 20.71875 30.859375 
Q 16.703125 27.09375 16.703125 20.515625 
Q 16.703125 13.921875 20.71875 10.15625 
Q 24.75 6.390625 31.78125 6.390625 
Q 38.8125 6.390625 42.859375 10.171875 
Q 46.921875 13.96875 46.921875 20.515625 
Q 46.921875 27.09375 42.890625 30.859375 
Q 38.875 34.625 31.78125 34.625 
z
M 21.921875 38.8125 
Q 15.578125 40.375 12.03125 44.71875 
Q 8.5 49.078125 8.5 55.328125 
Q 8.5 64.0625 14.71875 69.140625 
Q 20.953125 74.21875 31.78125 74.21875 
Q 42.671875 74.21875 48.875 69.140625 
Q 55.078125 64.0625 55.078125 55.328125 
Q 55.078125 49.078125 51.53125 44.71875 
Q 48 40.375 41.703125 38.8125 
Q 48.828125 37.15625 52.796875 32.3125 
Q 56.78125 27.484375 56.78125 20.515625 
Q 56.78125 9.90625 50.3125 4.234375 
Q 43.84375 -1.421875 31.78125 -1.421875 
Q 19.734375 -1.421875 13.25 4.234375 
Q 6.78125 9.90625 6.78125 20.515625 
Q 6.78125 27.484375 10.78125 32.3125 
Q 14.796875 37.15625 21.921875 38.8125 
z
M 18.3125 54.390625 
Q 18.3125 48.734375 21.84375 45.5625 
Q 25.390625 42.390625 31.78125 42.390625 
Q 38.140625 42.390625 41.71875 45.5625 
Q 45.3125 48.734375 45.3125 54.390625 
Q 45.3125 60.0625 41.71875 63.234375 
Q 38.140625 66.40625 31.78125 66.40625 
Q 25.390625 66.40625 21.84375 63.234375 
Q 18.3125 60.0625 18.3125 54.390625 
z
" id="DejaVuSans-38"/>
     <path d="M 33.015625 40.375 
Q 26.375 40.375 22.484375 35.828125 
Q 18.609375 31.296875 18.609375 23.390625 
Q 18.609375 15.53125 22.484375 10.953125 
Q 26.375 6.390625 33.015625 6.390625 
Q 39.65625 6.390625 43.53125 10.953125 
Q 47.40625 15.53125 47.40625 23.390625 
Q 47.40625 31.296875 43.53125 35.828125 
Q 39.65625 40.375 33.015625 40.375 
z
M 52.59375 71.296875 
L 52.59375 62.3125 
Q 48.875 64.0625 45.09375 64.984375 
Q 41.3125 65.921875 37.59375 65.921875 
Q 27.828125 65.921875 22.671875 59.328125 
Q 17.53125 52.734375 16.796875 39.40625 
Q 19.671875 43.65625 24.015625 45.921875 
Q 28.375 48.1875 33.59375 48.1875 
Q 44.578125 48.1875 50.953125 41.515625 
Q 57.328125 34.859375 57.328125 23.390625 
Q 57.328125 12.15625 50.6875 5.359375 
Q 44.046875 -1.421875 33.015625 -1.421875 
Q 20.359375 -1.421875 13.671875 8.265625 
Q 6.984375 17.96875 6.984375 36.375 
Q 6.984375 53.65625 15.1875 63.9375 
Q 23.390625 74.21875 37.203125 74.21875 
Q 40.921875 74.21875 44.703125 73.484375 
Q 48.484375 72.75 52.59375 71.296875 
z
" id="DejaVuSans-36"/>
     <path d="M 16.734375 31.203125 
Q 16.734375 37.265625 20.953125 41.4375 
Q 25.1875 45.609375 31.34375 45.609375 
Q 37.390625 45.609375 41.5625 41.4375 
Q 45.75 37.265625 45.75 31.203125 
Q 45.75 25.109375 41.546875 20.90625 
Q 37.34375 16.703125 31.25 16.703125 
Q 25.140625 16.703125 20.9375 20.90625 
Q 16.734375 25.109375 16.734375 31.203125 
z
" id="DejaVuSans-2219"/>
     <path d="M 56.203125 29.59375 
L 56.203125 25.203125 
L 14.890625 25.203125 
Q 15.484375 15.921875 20.484375 11.0625 
Q 25.484375 6.203125 34.421875 6.203125 
Q 39.59375 6.203125 44.453125 7.46875 
Q 49.3125 8.734375 54.109375 11.28125 
L 54.109375 2.78125 
Q 49.265625 0.734375 44.1875 -0.34375 
Q 39.109375 -1.421875 33.890625 -1.421875 
Q 20.796875 -1.421875 13.15625 6.1875 
Q 5.515625 13.8125 5.515625 26.8125 
Q 5.515625 40.234375 12.765625 48.109375 
Q 20.015625 56 32.328125 56 
Q 43.359375 56 49.78125 48.890625 
Q 56.203125 41.796875 56.203125 29.59375 
z
M 47.21875 32.234375 
Q 47.125 39.59375 43.09375 43.984375 
Q 39.0625 48.390625 32.421875 48.390625 
Q 24.90625 48.390625 20.390625 44.140625 
Q 15.875 39.890625 15.1875 32.171875 
z
" id="DejaVuSans-65"/>
     <path d="M 54.890625 33.015625 
L 54.890625 0 
L 45.90625 0 
L 45.90625 32.71875 
Q 45.90625 40.484375 42.875 44.328125 
Q 39.84375 48.1875 33.796875 48.1875 
Q 26.515625 48.1875 22.3125 43.546875 
Q 18.109375 38.921875 18.109375 30.90625 
L 18.109375 0 
L 9.078125 0 
L 9.078125 54.6875 
L 18.109375 54.6875 
L 18.109375 46.1875 
Q 21.34375 51.125 25.703125 53.5625 
Q 30.078125 56 35.796875 56 
Q 45.21875 56 50.046875 50.171875 
Q 54.890625 44.34375 54.890625 33.015625 
z
" id="DejaVuSans-6e"/>
     <path d="M 19.1875 8.296875 
L 53.609375 8.296875 
L 53.609375 0 
L 7.328125 0 
L 7.328125 8.296875 
Q 12.9375 14.109375 22.625 23.890625 
Q 32.328125 33.6875 34.8125 36.53125 
Q 39.546875 41.84375 41.421875 45.53125 
Q 43.3125 49.21875 43.3125 52.78125 
Q 43.3125 58.59375 39.234375 62.25 
Q 35.15625 65.921875 28.609375 65.921875 
Q 23.96875 65.921875 18.8125 64.3125 
Q 13.671875 62.703125 7.8125 59.421875 
L 7.8125 69.390625 
Q 13.765625 71.78125 18.9375 73 
Q 24.125 74.21875 28.421875 74.21875 
Q 39.75 74.21875 46.484375 68.546875 
Q 53.21875 62.890625 53.21875 53.421875 
Q 53.21875 48.921875 51.53125 44.890625 
Q 49.859375 40.875 45.40625 35.40625 
Q 44.1875 33.984375 37.640625 27.21875 
Q 31.109375 20.453125 19.1875 8.296875 
z
" id="DejaVuSans-32"/>
     <path d="M 37.796875 64.3125 
L 12.890625 25.390625 
L 37.796875 25.390625 
z
M 35.203125 72.90625 
L 47.609375 72.90625 
L 47.609375 25.390625 
L 58.015625 25.390625 
L 58.015625 17.1875 
L 47.609375 17.1875 
L 47.609375 0 
L 37.796875 0 
L 37.796875 17.1875 
L 4.890625 17.1875 
L 4.890625 26.703125 
z
" id="DejaVuSans-34"/>
     <path d="M 8.203125 72.90625 
L 55.078125 72.90625 
L 55.078125 68.703125 
L 28.609375 0 
L 18.3125 0 
L 43.21875 64.59375 
L 8.203125 64.59375 
z
" id="DejaVuSans-37"/>
     <path d="M 34.671875 47.5625 
Q 27.25 47.5625 22.21875 42.1875 
Q 16.890625 36.578125 15.140625 27.296875 
Q 13.1875 17.484375 16.3125 11.8125 
Q 19.390625 6.203125 26.65625 6.203125 
Q 33.84375 6.203125 39.109375 11.859375 
Q 44.4375 17.53125 46.34375 27.296875 
Q 48.046875 36.234375 45.015625 42.1875 
Q 42.1875 47.5625 34.671875 47.5625 
z
M 36.078125 54.734375 
L 65.921875 54.6875 
L 64.15625 45.703125 
L 54.109375 45.703125 
Q 57.90625 38.09375 55.859375 27.296875 
Q 53.21875 13.875 45.0625 6.25 
Q 36.859375 -1.421875 25.140625 -1.421875 
Q 13.375 -1.421875 8.203125 6.25 
Q 3.03125 13.875 5.671875 27.296875 
Q 8.25 40.765625 16.40625 48.390625 
Q 23.1875 54.734375 36.078125 54.734375 
z
" id="DejaVuSans-Oblique-3c3"/>
    </defs>
    <g style="fill:#f77189;" transform="translate(280.129663 20.767776)scale(0.04 -0.04)">
     <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
     <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1585.644531 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1617.431641 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1680.029297 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1711.816406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1775.195312 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1808.886719 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1840.673828 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1936.083984 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1999.707031 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(2063.330078 0.78125)" xlink:href="#DejaVuSans-32"/>
    </g>
   </g>
   <g id="text_3">
    <!-- 528.57 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 24.127358)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-35"/>
     <use x="63.623047" xlink:href="#DejaVuSans-32"/>
     <use x="127.246094" xlink:href="#DejaVuSans-38"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-35"/>
     <use x="286.279297" xlink:href="#DejaVuSans-37"/>
    </g>
   </g>
  </g>
  <g id="axes_2">
   <g id="patch_5">
    <path d="M 18.697188 65.2224 
L 372.281346 65.2224 
L 372.281346 39.675648 
L 18.697188 39.675648 
z
" style="fill:#ffffff;"/>
   </g>
   <g id="matplotlib.axis_3">
    <g id="xtick_7"/>
    <g id="xtick_8"/>
    <g id="xtick_9"/>
    <g id="xtick_10"/>
    <g id="xtick_11"/>
    <g id="xtick_12"/>
   </g>
   <g id="matplotlib.axis_4"/>
   <g id="line2d_3">
    <path clip-path="url(#p616c1fa8b1)" d="M 18.697188 50.591574 
L 372.281346 50.591574 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_4">
    <path clip-path="url(#p616c1fa8b1)" d="M 18.697188 50.400236 
L 20.221257 50.719891 
L 21.745327 51.616403 
L 23.269396 52.03864 
L 24.793466 51.438443 
L 26.317536 51.415412 
L 27.841605 51.519648 
L 29.365675 51.104177 
L 30.889745 50.914115 
L 32.413814 51.265595 
L 33.937884 51.241657 
L 36.986023 50.937733 
L 38.510093 51.670405 
L 40.034163 51.215884 
L 41.558232 51.046996 
L 43.082302 51.58444 
L 44.606372 51.351315 
L 46.130441 50.826966 
L 47.654511 51.448347 
L 49.17858 51.645549 
L 50.70265 50.636028 
L 53.750789 51.797308 
L 55.274859 51.099855 
L 56.798929 51.082235 
L 58.322998 51.650661 
L 59.847068 50.54906 
L 61.371138 50.84148 
L 62.895207 51.374463 
L 64.419277 50.7094 
L 65.943347 51.545038 
L 67.467416 51.616029 
L 68.991486 50.968 
L 70.515556 50.973378 
L 72.039625 51.273386 
L 73.563695 50.32251 
L 75.087764 50.769848 
L 76.611834 51.386128 
L 78.135904 51.220398 
L 81.184043 52.23153 
L 84.232182 51.241764 
L 85.756252 51.381496 
L 87.280322 51.251551 
L 88.804391 50.741641 
L 90.328461 51.193547 
L 93.3766 50.811245 
L 94.90067 51.476959 
L 96.42474 50.862942 
L 99.472879 51.330643 
L 100.996949 50.895097 
L 102.521018 51.699903 
L 104.045088 51.246919 
L 105.569157 50.925279 
L 107.093227 51.160965 
L 108.617297 50.917157 
L 110.141366 51.356971 
L 111.665436 51.587993 
L 113.189506 52.052503 
L 114.713575 52.683884 
L 116.237645 51.842868 
L 117.761715 51.953699 
L 119.285784 51.504355 
L 120.809854 51.186642 
L 122.333924 51.151573 
L 123.857993 50.807179 
L 125.382063 50.698856 
L 126.906133 51.247741 
L 128.430202 51.029568 
L 129.954272 51.561089 
L 131.478341 50.951586 
L 134.526481 51.608612 
L 136.05055 50.917605 
L 137.57462 50.54429 
L 139.09869 51.137379 
L 140.622759 50.904713 
L 142.146829 50.378923 
L 143.670899 51.347804 
L 145.194968 50.888929 
L 146.719038 51.920263 
L 148.243108 51.331667 
L 149.767177 51.487407 
L 151.291247 51.496415 
L 152.815317 51.094348 
L 155.863456 51.084551 
L 157.387525 50.582923 
L 158.911595 51.061958 
L 160.435665 51.156653 
L 161.959734 50.841843 
L 163.483804 51.434345 
L 165.007874 50.907136 
L 168.056013 50.848609 
L 169.580083 50.610981 
L 171.104152 51.055854 
L 172.628222 51.193771 
L 175.676361 51.114049 
L 177.200431 50.670852 
L 178.724501 51.120719 
L 183.29671 52.134071 
L 184.820779 51.485454 
L 186.344849 51.799838 
L 187.868918 51.2536 
L 189.392988 50.57112 
L 190.917058 50.61589 
L 192.441127 50.355199 
L 193.965197 50.708877 
L 195.489267 51.506532 
L 197.013336 51.129353 
L 198.537406 51.196343 
L 200.061476 51.765217 
L 201.585545 51.03151 
L 204.633685 50.955822 
L 206.157754 50.76068 
L 207.681824 50.76004 
L 209.205894 51.180079 
L 210.729963 50.82417 
L 212.254033 50.715761 
L 213.778102 51.579989 
L 215.302172 51.557866 
L 216.826242 51.896251 
L 218.350311 51.471399 
L 219.874381 51.285029 
L 222.92252 50.600831 
L 224.44659 50.634289 
L 225.97066 50.891138 
L 227.494729 50.916506 
L 229.018799 51.222341 
L 230.542869 50.61161 
L 232.066938 51.298519 
L 233.591008 51.124252 
L 235.115078 51.166503 
L 236.639147 51.362766 
L 238.163217 51.262554 
L 239.687287 50.720147 
L 241.211356 51.833957 
L 242.735426 51.472477 
L 244.259495 51.330504 
L 245.783565 51.596947 
L 247.307635 51.49729 
L 248.831704 50.654214 
L 250.355774 50.738237 
L 251.879844 50.574097 
L 253.403913 50.799741 
L 256.452053 50.937018 
L 257.976122 50.832675 
L 259.500192 51.076643 
L 261.024262 51.731578 
L 262.548331 51.61207 
L 264.072401 51.855312 
L 265.596471 52.349373 
L 267.12054 51.618548 
L 268.64461 51.903316 
L 270.168679 51.578303 
L 271.692749 50.879249 
L 273.216819 51.386501 
L 274.740888 50.597342 
L 276.264958 50.895236 
L 277.789028 50.957722 
L 279.313097 50.840605 
L 280.837167 51.303354 
L 282.361237 50.779954 
L 286.933446 50.520331 
L 288.457515 50.145564 
L 289.981585 50.683328 
L 291.505655 50.465881 
L 293.029724 51.020454 
L 294.553794 51.329928 
L 296.077863 50.787404 
L 299.126003 50.896837 
L 300.650072 50.678184 
L 302.174142 51.384111 
L 303.698212 50.723498 
L 305.222281 51.224454 
L 306.746351 50.835589 
L 308.270421 51.842142 
L 309.79449 51.359202 
L 311.31856 52.369533 
L 314.366699 51.796935 
L 315.890769 51.560576 
L 317.414839 51.826518 
L 318.938908 51.747725 
L 320.462978 50.922098 
L 321.987048 51.285862 
L 323.511117 51.295542 
L 325.035187 50.71273 
L 326.559256 51.097998 
L 328.083326 50.669134 
L 329.607396 51.260419 
L 331.131465 51.46729 
L 332.655535 50.703552 
L 334.179605 52.104861 
L 335.703674 51.240345 
L 337.227744 50.857862 
L 338.751814 51.748504 
L 341.799953 50.981575 
L 343.324023 51.376267 
L 344.848092 50.931426 
L 346.372162 51.639893 
L 349.420301 52.017882 
L 350.944371 51.729507 
L 352.46844 51.076846 
L 353.99251 51.378284 
L 355.51658 50.785024 
L 357.040649 51.261337 
L 358.564719 50.993293 
L 360.088789 51.711834 
L 361.612858 51.964137 
L 363.136928 51.692646 
L 364.660998 51.788984 
L 367.709137 51.740831 
L 369.233207 51.482477 
L 370.757276 51.611035 
L 372.281346 50.854553 
L 372.281346 50.854553 
" style="fill:none;stroke:#ae9d31;stroke-linecap:round;stroke-width:0.8;"/>
   </g>
   <g id="text_4">
    <g id="patch_6">
     <path d="M 18.697188 53.610924 
L 45.240938 53.610924 
Q 47.640938 53.610924 47.640938 51.210924 
L 47.640938 43.468424 
Q 47.640938 41.068424 45.240938 41.068424 
L 18.697188 41.068424 
Q 16.297188 41.068424 16.297188 43.468424 
L 16.297188 51.210924 
Q 16.297188 53.610924 18.697188 53.610924 
z
" style="fill:#ffffff;opacity:0.8;"/>
    </g>
    <!-- GSCSF -->
    <defs>
     <path d="M 64.40625 67.28125 
L 64.40625 56.890625 
Q 59.421875 61.53125 53.78125 63.8125 
Q 48.140625 66.109375 41.796875 66.109375 
Q 29.296875 66.109375 22.65625 58.46875 
Q 16.015625 50.828125 16.015625 36.375 
Q 16.015625 21.96875 22.65625 14.328125 
Q 29.296875 6.6875 41.796875 6.6875 
Q 48.140625 6.6875 53.78125 8.984375 
Q 59.421875 11.28125 64.40625 15.921875 
L 64.40625 5.609375 
Q 59.234375 2.09375 53.4375 0.328125 
Q 47.65625 -1.421875 41.21875 -1.421875 
Q 24.65625 -1.421875 15.125 8.703125 
Q 5.609375 18.84375 5.609375 36.375 
Q 5.609375 53.953125 15.125 64.078125 
Q 24.65625 74.21875 41.21875 74.21875 
Q 47.75 74.21875 53.53125 72.484375 
Q 59.328125 70.75 64.40625 67.28125 
z
" id="DejaVuSans-43"/>
     <path d="M 9.8125 72.90625 
L 51.703125 72.90625 
L 51.703125 64.59375 
L 19.671875 64.59375 
L 19.671875 43.109375 
L 48.578125 43.109375 
L 48.578125 34.8125 
L 19.671875 34.8125 
L 19.671875 0 
L 9.8125 0 
z
" id="DejaVuSans-46"/>
    </defs>
    <g style="fill:#ae9d31;" transform="translate(18.697188 49.547174)scale(0.08 -0.08)">
     <use xlink:href="#DejaVuSans-47"/>
     <use x="77.490234" xlink:href="#DejaVuSans-53"/>
     <use x="140.966797" xlink:href="#DejaVuSans-43"/>
     <use x="210.791016" xlink:href="#DejaVuSans-53"/>
     <use x="274.267578" xlink:href="#DejaVuSans-46"/>
    </g>
   </g>
   <g id="text_5">
    <g id="patch_7">
     <path d="M 280.129663 50.475299 
L 365.209663 50.475299 
Q 366.409663 50.475299 366.409663 49.275299 
L 366.409663 45.404049 
Q 366.409663 44.204049 365.209663 44.204049 
L 280.129663 44.204049 
Q 278.929663 44.204049 278.929663 45.404049 
L 278.929663 49.275299 
Q 278.929663 50.475299 280.129663 50.475299 
z
" style="fill:#ffffff;opacity:0.8;"/>
    </g>
    <!-- max: 598.780 $\bullet$ mean: 592.691 $\bullet$ $\sigma$: 2.508 -->
    <defs>
     <path d="M 10.984375 1.515625 
L 10.984375 10.5 
Q 14.703125 8.734375 18.5 7.8125 
Q 22.3125 6.890625 25.984375 6.890625 
Q 35.75 6.890625 40.890625 13.453125 
Q 46.046875 20.015625 46.78125 33.40625 
Q 43.953125 29.203125 39.59375 26.953125 
Q 35.25 24.703125 29.984375 24.703125 
Q 19.046875 24.703125 12.671875 31.3125 
Q 6.296875 37.9375 6.296875 49.421875 
Q 6.296875 60.640625 12.9375 67.421875 
Q 19.578125 74.21875 30.609375 74.21875 
Q 43.265625 74.21875 49.921875 64.515625 
Q 56.59375 54.828125 56.59375 36.375 
Q 56.59375 19.140625 48.40625 8.859375 
Q 40.234375 -1.421875 26.421875 -1.421875 
Q 22.703125 -1.421875 18.890625 -0.6875 
Q 15.09375 0.046875 10.984375 1.515625 
z
M 30.609375 32.421875 
Q 37.25 32.421875 41.125 36.953125 
Q 45.015625 41.5 45.015625 49.421875 
Q 45.015625 57.28125 41.125 61.84375 
Q 37.25 66.40625 30.609375 66.40625 
Q 23.96875 66.40625 20.09375 61.84375 
Q 16.21875 57.28125 16.21875 49.421875 
Q 16.21875 41.5 20.09375 36.953125 
Q 23.96875 32.421875 30.609375 32.421875 
z
" id="DejaVuSans-39"/>
    </defs>
    <g style="fill:#ae9d31;" transform="translate(280.129663 48.443424)scale(0.04 -0.04)">
     <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
     <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(346.894531 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(410.517578 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(474.140625 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(505.818359 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(569.441406 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(633.064453 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(696.6875 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(728.474609 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(791.072266 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(822.859375 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(920.271484 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(981.794922 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(1043.074219 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(1106.453125 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1140.144531 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1171.931641 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1235.476562 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1299.083984 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1362.707031 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.494141 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1458.117188 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1521.740234 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1585.363281 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1617.150391 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1679.748047 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1711.535156 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1774.914062 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1808.605469 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1840.392578 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1904.015625 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1935.802734 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1999.425781 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(2063.048828 0.78125)" xlink:href="#DejaVuSans-38"/>
    </g>
   </g>
   <g id="text_6">
    <!-- 596.23 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 51.419387)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-35"/>
     <use x="63.623047" xlink:href="#DejaVuSans-39"/>
     <use x="127.246094" xlink:href="#DejaVuSans-36"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-32"/>
     <use x="286.279297" xlink:href="#DejaVuSans-33"/>
    </g>
   </g>
  </g>
  <g id="axes_3">
   <g id="patch_8">
    <path d="M 18.697188 92.898048 
L 372.281346 92.898048 
L 372.281346 67.351296 
L 18.697188 67.351296 
z
" style="fill:#ffffff;"/>
   </g>
   <g id="matplotlib.axis_5">
    <g id="xtick_13"/>
    <g id="xtick_14"/>
    <g id="xtick_15"/>
    <g id="xtick_16"/>
    <g id="xtick_17"/>
    <g id="xtick_18"/>
   </g>
   <g id="matplotlib.axis_6"/>
   <g id="line2d_5">
    <path clip-path="url(#p2a6c1dc761)" d="M 18.697188 78.720344 
L 372.281346 78.720344 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_6">
    <path clip-path="url(#p2a6c1dc761)" d="M 18.697188 78.98497 
L 23.269396 79.131848 
L 26.317536 79.171687 
L 32.413814 79.044728 
L 35.461954 78.953367 
L 36.986023 78.592373 
L 40.034163 79.028524 
L 41.558232 78.900917 
L 43.082302 79.011794 
L 52.22672 78.939253 
L 53.750789 78.711315 
L 56.798929 78.94496 
L 59.847068 78.662164 
L 61.371138 78.799865 
L 64.419277 78.883002 
L 65.943347 78.988489 
L 67.467416 78.879775 
L 68.991486 78.985862 
L 73.563695 78.905121 
L 85.756252 78.847085 
L 90.328461 78.861029 
L 96.42474 79.056753 
L 97.948809 78.821202 
L 99.472879 78.847208 
L 100.996949 78.679811 
L 102.521018 78.875694 
L 105.569157 78.781816 
L 107.093227 79.020568 
L 108.617297 78.84282 
L 113.189506 79.082489 
L 114.713575 79.411344 
L 116.237645 79.395738 
L 117.761715 79.043604 
L 119.285784 78.935379 
L 120.809854 78.959795 
L 122.333924 78.753574 
L 123.857993 79.026617 
L 125.382063 78.815691 
L 129.954272 79.005158 
L 131.478341 78.928327 
L 133.002411 79.116927 
L 134.526481 79.14094 
L 137.57462 78.681204 
L 139.09869 78.857546 
L 140.622759 78.818734 
L 143.670899 79.010914 
L 145.194968 78.878028 
L 146.719038 79.042589 
L 151.291247 78.890028 
L 152.815317 78.722045 
L 154.339386 78.80226 
L 155.863456 78.717792 
L 157.387525 78.946341 
L 158.911595 78.695795 
L 163.483804 79.055103 
L 165.007874 78.851644 
L 169.580083 78.821068 
L 171.104152 78.901723 
L 172.628222 79.121766 
L 177.200431 78.911989 
L 178.724501 78.639165 
L 180.24857 78.989027 
L 183.29671 79.217734 
L 184.820779 79.231348 
L 186.344849 78.974106 
L 187.868918 79.061116 
L 192.441127 78.654539 
L 195.489267 78.880509 
L 197.013336 78.882916 
L 198.537406 79.046427 
L 200.061476 78.882672 
L 201.585545 79.048358 
L 204.633685 78.770793 
L 206.157754 79.046414 
L 207.681824 78.943835 
L 210.729963 79.044667 
L 212.254033 78.673884 
L 213.778102 78.872382 
L 215.302172 79.215229 
L 216.826242 78.947465 
L 219.874381 79.091508 
L 221.398451 78.858096 
L 222.92252 78.871661 
L 224.44659 78.750519 
L 233.591008 79.023916 
L 235.115078 78.86153 
L 242.735426 78.98068 
L 244.259495 79.275317 
L 245.783565 79.112552 
L 248.831704 79.113395 
L 250.355774 78.713283 
L 251.879844 78.799132 
L 254.927983 78.669729 
L 256.452053 78.79692 
L 257.976122 78.772369 
L 259.500192 79.052769 
L 261.024262 79.028377 
L 262.548331 79.21309 
L 271.692749 79.125249 
L 276.264958 79.01106 
L 280.837167 78.955408 
L 282.361237 79.165736 
L 283.885306 79.17363 
L 288.457515 78.824196 
L 291.505655 78.974387 
L 293.029724 79.050973 
L 294.553794 78.995858 
L 296.077863 79.10181 
L 300.650072 79.060774 
L 302.174142 79.200075 
L 305.222281 79.025872 
L 318.938908 79.23345 
L 321.987048 79.034695 
L 323.511117 79.037567 
L 325.035187 78.81057 
L 329.607396 79.060664 
L 332.655535 79.190189 
L 337.227744 79.326582 
L 340.275883 79.22602 
L 346.372162 79.065136 
L 347.896232 79.186718 
L 349.420301 79.072725 
L 350.944371 79.335674 
L 353.99251 79.038068 
L 355.51658 79.127339 
L 358.564719 79.070758 
L 364.660998 79.417002 
L 366.185067 79.216206 
L 369.233207 79.259418 
L 372.281346 79.039082 
L 372.281346 79.039082 
" style="fill:none;stroke:#33b07a;stroke-linecap:round;stroke-width:0.8;"/>
   </g>
   <g id="text_7">
    <g id="patch_9">
     <path d="M 18.697188 81.286572 
L 44.787188 81.286572 
Q 47.187188 81.286572 47.187188 78.886572 
L 47.187188 71.144072 
Q 47.187188 68.744072 44.787188 68.744072 
L 18.697188 68.744072 
Q 16.297188 68.744072 16.297188 71.144072 
L 16.297188 78.886572 
Q 16.297188 81.286572 18.697188 81.286572 
z
" style="fill:#ffffff;opacity:0.8;"/>
    </g>
    <!-- GSWM -->
    <defs>
     <path d="M 3.328125 72.90625 
L 13.28125 72.90625 
L 28.609375 11.28125 
L 43.890625 72.90625 
L 54.984375 72.90625 
L 70.3125 11.28125 
L 85.59375 72.90625 
L 95.609375 72.90625 
L 77.296875 0 
L 64.890625 0 
L 49.515625 63.28125 
L 33.984375 0 
L 21.578125 0 
z
" id="DejaVuSans-57"/>
     <path d="M 9.8125 72.90625 
L 24.515625 72.90625 
L 43.109375 23.296875 
L 61.8125 72.90625 
L 76.515625 72.90625 
L 76.515625 0 
L 66.890625 0 
L 66.890625 64.015625 
L 48.09375 14.015625 
L 38.1875 14.015625 
L 19.390625 64.015625 
L 19.390625 0 
L 9.8125 0 
z
" id="DejaVuSans-4d"/>
    </defs>
    <g style="fill:#33b07a;" transform="translate(18.697188 77.222822)scale(0.08 -0.08)">
     <use xlink:href="#DejaVuSans-47"/>
     <use x="77.490234" xlink:href="#DejaVuSans-53"/>
     <use x="140.966797" xlink:href="#DejaVuSans-57"/>
     <use x="239.84375" xlink:href="#DejaVuSans-4d"/>
    </g>
   </g>
   <g id="text_8">
    <g id="patch_10">
     <path d="M 280.129663 78.150947 
L 365.209663 78.150947 
Q 366.409663 78.150947 366.409663 76.950947 
L 366.409663 73.079697 
Q 366.409663 71.879697 365.209663 71.879697 
L 280.129663 71.879697 
Q 278.929663 71.879697 278.929663 73.079697 
L 278.929663 76.950947 
Q 278.929663 78.150947 280.129663 78.150947 
z
" style="fill:#ffffff;opacity:0.8;"/>
    </g>
    <!-- max: 561.433 $\bullet$ mean: 559.435 $\bullet$ $\sigma$: 0.817 -->
    <g style="fill:#33b07a;" transform="translate(280.129663 76.119072)scale(0.04 -0.04)">
     <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
     <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1299.287109 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1362.910156 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.697266 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(1458.320312 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(1521.943359 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1585.566406 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1617.353516 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1679.951172 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1711.738281 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1775.117188 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1808.808594 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1840.595703 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1904.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1935.974609 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(1999.597656 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(2063.220703 0.78125)" xlink:href="#DejaVuSans-37"/>
    </g>
   </g>
   <g id="text_9">
    <!-- 560.79 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 79.548156)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-35"/>
     <use x="63.623047" xlink:href="#DejaVuSans-36"/>
     <use x="127.246094" xlink:href="#DejaVuSans-30"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-37"/>
     <use x="286.279297" xlink:href="#DejaVuSans-39"/>
    </g>
   </g>
  </g>
  <g id="axes_4">
   <g id="patch_11">
    <path d="M 18.697188 120.573696 
L 372.281346 120.573696 
L 372.281346 95.026944 
L 18.697188 95.026944 
z
" style="fill:#ffffff;"/>
   </g>
   <g id="matplotlib.axis_7">
    <g id="xtick_19"/>
    <g id="xtick_20"/>
    <g id="xtick_21"/>
    <g id="xtick_22"/>
    <g id="xtick_23"/>
    <g id="xtick_24"/>
   </g>
   <g id="matplotlib.axis_8"/>
   <g id="line2d_7">
    <path clip-path="url(#p58140b6555)" d="M 18.697188 105.802349 
L 372.281346 105.802349 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_8">
    <path clip-path="url(#p58140b6555)" d="M 20.221257 105.912269 
L 21.745327 109.636696 
L 23.269396 107.349246 
L 24.793466 107.395096 
L 26.317536 108.433559 
L 27.841605 108.499343 
L 29.365675 108.319589 
L 30.889745 107.842869 
L 32.413814 108.020368 
L 33.937884 105.67038 
L 35.461954 105.577445 
L 36.986023 110.450978 
L 38.510093 110.717036 
L 40.034163 110.008702 
L 41.558232 108.890587 
L 43.082302 108.693556 
L 44.606372 111.505268 
L 46.130441 109.202336 
L 47.654511 111.051083 
L 49.17858 114.42644 
L 50.70265 110.754088 
L 52.22672 109.703417 
L 53.750789 113.139007 
L 55.274859 110.747032 
L 56.798929 109.27491 
L 58.322998 111.838589 
L 59.847068 111.434629 
L 61.371138 109.391749 
L 62.895207 111.50752 
L 64.419277 108.693099 
L 65.943347 109.124372 
L 67.467416 112.345386 
L 68.991486 111.351001 
L 70.515556 109.236973 
L 72.039625 111.14348 
L 73.563695 110.326921 
L 75.087764 110.465948 
L 76.611834 110.180192 
L 78.135904 113.557778 
L 79.659973 111.547738 
L 81.184043 108.093368 
L 82.708113 111.746083 
L 84.232182 111.227242 
L 85.756252 107.763508 
L 87.280322 109.887706 
L 90.328461 110.890378 
L 91.852531 110.886623 
L 93.3766 109.408303 
L 94.90067 111.757993 
L 96.42474 108.149977 
L 97.948809 107.804503 
L 99.472879 109.497051 
L 100.996949 110.511878 
L 102.521018 102.456745 
L 104.045088 104.281105 
L 105.569157 108.46857 
L 107.093227 108.159341 
L 108.617297 105.852549 
L 110.141366 110.460204 
L 111.665436 108.739406 
L 113.189506 108.843125 
L 114.713575 108.413275 
L 116.237645 110.362415 
L 119.285784 109.312819 
L 120.809854 111.106083 
L 122.333924 109.110447 
L 123.857993 108.63413 
L 125.382063 107.54896 
L 126.906133 109.011318 
L 128.430202 111.009953 
L 129.954272 107.010613 
L 131.478341 107.987583 
L 133.002411 109.300234 
L 134.526481 111.743963 
L 136.05055 109.188334 
L 137.57462 108.829498 
L 139.09869 110.096811 
L 140.622759 110.701451 
L 142.146829 108.845783 
L 143.670899 108.236473 
L 145.194968 113.08763 
L 148.243108 109.658239 
L 149.767177 109.168774 
L 151.291247 107.7828 
L 152.815317 109.977798 
L 154.339386 107.87568 
L 155.863456 110.494707 
L 157.387525 108.166477 
L 158.911595 109.666075 
L 160.435665 108.531134 
L 161.959734 109.83539 
L 163.483804 109.753214 
L 166.531943 106.770466 
L 168.056013 109.011398 
L 169.580083 110.172868 
L 171.104152 108.992295 
L 172.628222 107.329714 
L 174.152292 107.002886 
L 175.676361 108.921092 
L 177.200431 109.693922 
L 178.724501 109.665592 
L 180.24857 109.773468 
L 181.77264 111.192176 
L 183.29671 111.056395 
L 184.820779 112.052897 
L 186.344849 110.133296 
L 187.868918 109.632832 
L 189.392988 108.460254 
L 190.917058 108.090739 
L 192.441127 107.346188 
L 193.965197 109.298948 
L 195.489267 107.060112 
L 197.013336 109.123058 
L 198.537406 108.634881 
L 200.061476 110.086829 
L 201.585545 110.275033 
L 203.109615 109.123407 
L 204.633685 104.031598 
L 206.157754 107.362071 
L 207.681824 109.361861 
L 209.205894 109.572037 
L 212.254033 108.813347 
L 213.778102 111.112547 
L 215.302172 113.963699 
L 216.826242 109.058965 
L 218.350311 109.487849 
L 219.874381 109.761261 
L 221.398451 109.369777 
L 224.44659 110.721651 
L 225.97066 112.478724 
L 227.494729 109.702103 
L 229.018799 108.252679 
L 230.542869 109.318077 
L 232.066938 107.957481 
L 233.591008 110.18175 
L 235.115078 107.746579 
L 236.639147 107.750229 
L 238.163217 111.994679 
L 239.687287 111.511383 
L 241.211356 112.247244 
L 242.735426 115.635722 
L 244.259495 108.08913 
L 245.783565 111.010679 
L 248.831704 111.584118 
L 250.355774 108.154029 
L 251.879844 111.900884 
L 253.403913 110.508792 
L 254.927983 110.419935 
L 256.452053 114.719733 
L 257.976122 113.243692 
L 259.500192 111.103157 
L 261.024262 111.74246 
L 262.548331 112.693917 
L 264.072401 112.123565 
L 265.596471 110.712341 
L 267.12054 109.705726 
L 268.64461 110.980632 
L 270.168679 113.162108 
L 271.692749 111.424324 
L 273.216819 112.102556 
L 274.740888 110.607496 
L 276.264958 108.559518 
L 277.789028 108.244792 
L 279.313097 109.08837 
L 282.361237 109.779826 
L 283.885306 108.905584 
L 285.409376 108.954734 
L 286.933446 108.355566 
L 288.457515 102.414036 
L 289.981585 109.382144 
L 291.505655 105.740994 
L 293.029724 110.683045 
L 294.553794 105.878035 
L 296.077863 108.644834 
L 297.601933 108.008589 
L 299.126003 111.22429 
L 300.650072 110.437775 
L 302.174142 107.023518 
L 303.698212 105.936816 
L 305.222281 109.081446 
L 306.746351 108.066727 
L 308.270421 108.160924 
L 309.79449 110.126615 
L 311.31856 106.00515 
L 312.84263 107.462867 
L 314.366699 110.854749 
L 315.890769 110.448748 
L 317.414839 112.275763 
L 318.938908 112.095958 
L 320.462978 105.561912 
L 321.987048 107.225727 
L 323.511117 105.233526 
L 325.035187 112.840617 
L 326.559256 113.290537 
L 328.083326 107.395953 
L 329.607396 110.116691 
L 331.131465 107.220683 
L 332.655535 112.25516 
L 334.179605 108.338264 
L 335.703674 112.807161 
L 337.227744 111.442327 
L 338.751814 113.289411 
L 340.275883 115.708294 
L 341.799953 99.218858 
L 343.324023 104.429654 
L 344.848092 103.818416 
L 347.896232 114.197484 
L 349.420301 107.193664 
L 350.944371 110.451137 
L 352.46844 106.828364 
L 353.99251 109.979621 
L 355.51658 110.790548 
L 357.040649 109.180687 
L 358.564719 110.910821 
L 360.088789 113.761193 
L 361.612858 111.868368 
L 364.660998 110.798892 
L 366.185067 110.840559 
L 367.709137 108.162105 
L 369.233207 107.988091 
L 370.757276 109.498903 
L 372.281346 110.134156 
L 372.281346 110.134156 
" style="fill:none;stroke:#38a9c5;stroke-linecap:round;stroke-width:0.8;"/>
   </g>
   <g id="text_10">
    <g id="patch_12">
     <path d="M 18.697188 108.96222 
L 46.430938 108.96222 
Q 48.830938 108.96222 48.830938 106.56222 
L 48.830938 98.81972 
Q 48.830938 96.41972 46.430938 96.41972 
L 18.697188 96.41972 
Q 16.297188 96.41972 16.297188 98.81972 
L 16.297188 106.56222 
Q 16.297188 108.96222 18.697188 108.96222 
z
" style="fill:#ffffff;opacity:0.8;"/>
    </g>
    <!-- DVARS -->
    <defs>
     <path d="M 19.671875 64.796875 
L 19.671875 8.109375 
L 31.59375 8.109375 
Q 46.6875 8.109375 53.6875 14.9375 
Q 60.6875 21.78125 60.6875 36.53125 
Q 60.6875 51.171875 53.6875 57.984375 
Q 46.6875 64.796875 31.59375 64.796875 
z
M 9.8125 72.90625 
L 30.078125 72.90625 
Q 51.265625 72.90625 61.171875 64.09375 
Q 71.09375 55.28125 71.09375 36.53125 
Q 71.09375 17.671875 61.125 8.828125 
Q 51.171875 0 30.078125 0 
L 9.8125 0 
z
" id="DejaVuSans-44"/>
     <path d="M 28.609375 0 
L 0.78125 72.90625 
L 11.078125 72.90625 
L 34.1875 11.53125 
L 57.328125 72.90625 
L 67.578125 72.90625 
L 39.796875 0 
z
" id="DejaVuSans-56"/>
     <path d="M 34.1875 63.1875 
L 20.796875 26.90625 
L 47.609375 26.90625 
z
M 28.609375 72.90625 
L 39.796875 72.90625 
L 67.578125 0 
L 57.328125 0 
L 50.6875 18.703125 
L 17.828125 18.703125 
L 11.1875 0 
L 0.78125 0 
z
" id="DejaVuSans-41"/>
     <path d="M 44.390625 34.1875 
Q 47.5625 33.109375 50.5625 29.59375 
Q 53.5625 26.078125 56.59375 19.921875 
L 66.609375 0 
L 56 0 
L 46.6875 18.703125 
Q 43.0625 26.03125 39.671875 28.421875 
Q 36.28125 30.8125 30.421875 30.8125 
L 19.671875 30.8125 
L 19.671875 0 
L 9.8125 0 
L 9.8125 72.90625 
L 32.078125 72.90625 
Q 44.578125 72.90625 50.734375 67.671875 
Q 56.890625 62.453125 56.890625 51.90625 
Q 56.890625 45.015625 53.6875 40.46875 
Q 50.484375 35.9375 44.390625 34.1875 
z
M 19.671875 64.796875 
L 19.671875 38.921875 
L 32.078125 38.921875 
Q 39.203125 38.921875 42.84375 42.21875 
Q 46.484375 45.515625 46.484375 51.90625 
Q 46.484375 58.296875 42.84375 61.546875 
Q 39.203125 64.796875 32.078125 64.796875 
z
" id="DejaVuSans-52"/>
    </defs>
    <g style="fill:#38a9c5;" transform="translate(18.697188 104.89847)scale(0.08 -0.08)">
     <use xlink:href="#DejaVuSans-44"/>
     <use x="76.986328" xlink:href="#DejaVuSans-56"/>
     <use x="145.300781" xlink:href="#DejaVuSans-41"/>
     <use x="213.708984" xlink:href="#DejaVuSans-52"/>
     <use x="283.191406" xlink:href="#DejaVuSans-53"/>
    </g>
   </g>
   <g id="text_11">
    <g id="patch_13">
     <path d="M 290.289663 105.826595 
L 365.209663 105.826595 
Q 366.409663 105.826595 366.409663 104.626595 
L 366.409663 100.755345 
Q 366.409663 99.555345 365.209663 99.555345 
L 290.289663 99.555345 
Q 289.089663 99.555345 289.089663 100.755345 
L 289.089663 104.626595 
Q 289.089663 105.826595 290.289663 105.826595 
z
" style="fill:#ffffff;opacity:0.8;"/>
    </g>
    <!-- max: 1.562 $\bullet$ mean: 1.177 $\bullet$ $\sigma$: 0.084 -->
    <g style="fill:#38a9c5;" transform="translate(290.289663 103.79472)scale(0.04 -0.04)">
     <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
     <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1267.513672 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1331.136719 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1362.923828 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1425.521484 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1457.308594 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1520.6875 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1554.378906 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1586.166016 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1649.789062 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1681.576172 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1745.199219 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(1808.822266 0.78125)" xlink:href="#DejaVuSans-34"/>
    </g>
   </g>
   <g id="text_12">
    <!-- 1.32 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 106.630162)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-31"/>
     <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
     <use x="95.410156" xlink:href="#DejaVuSans-33"/>
     <use x="159.033203" xlink:href="#DejaVuSans-32"/>
    </g>
   </g>
  </g>
  <g id="axes_5">
   <g id="patch_14">
    <path d="M 18.697188 148.249344 
L 372.281346 148.249344 
L 372.281346 122.702592 
L 18.697188 122.702592 
z
" style="fill:#ffffff;"/>
   </g>
   <g id="matplotlib.axis_9">
    <g id="xtick_25"/>
    <g id="xtick_26"/>
    <g id="xtick_27"/>
    <g id="xtick_28"/>
    <g id="xtick_29"/>
    <g id="xtick_30"/>
   </g>
   <g id="matplotlib.axis_10"/>
   <g id="line2d_9">
    <path clip-path="url(#p92a09f2983)" d="M 18.697188 135.35277 
L 372.281346 135.35277 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_10">
    <path clip-path="url(#p92a09f2983)" d="M 20.221257 138.540146 
L 21.745327 141.281769 
L 23.269396 141.339041 
L 24.793466 138.160028 
L 26.317536 144.719218 
L 27.841605 140.411966 
L 29.365675 139.270168 
L 30.889745 144.528383 
L 32.413814 139.645689 
L 33.937884 144.266632 
L 35.461954 137.863272 
L 36.986023 139.184404 
L 38.510093 142.524633 
L 40.034163 136.646711 
L 41.558232 143.935669 
L 43.082302 140.459687 
L 44.606372 138.073504 
L 46.130441 144.324538 
L 47.654511 139.407785 
L 49.17858 141.846588 
L 50.70265 140.684318 
L 52.22672 138.49437 
L 53.750789 144.490289 
L 55.274859 140.014058 
L 56.798929 139.598265 
L 58.322998 145.798097 
L 59.847068 140.790072 
L 61.371138 136.444427 
L 62.895207 138.748681 
L 64.419277 144.927034 
L 65.943347 141.468605 
L 67.467416 142.54421 
L 68.991486 145.269606 
L 70.515556 141.437406 
L 72.039625 142.71537 
L 73.563695 137.150673 
L 75.087764 142.915737 
L 76.611834 139.974734 
L 78.135904 138.047133 
L 79.659973 144.132265 
L 81.184043 141.192047 
L 82.708113 139.867082 
L 84.232182 144.801998 
L 85.756252 135.531207 
L 87.280322 135.275443 
L 88.804391 145.037562 
L 90.328461 139.582607 
L 91.852531 138.040506 
L 93.3766 139.33915 
L 94.90067 143.758604 
L 97.948809 139.445787 
L 99.472879 139.14214 
L 100.996949 145.435911 
L 102.521018 136.152567 
L 104.045088 136.803169 
L 105.569157 144.199371 
L 107.093227 145.207691 
L 108.617297 139.916246 
L 110.141366 141.186114 
L 111.665436 144.786346 
L 113.189506 139.387154 
L 114.713575 137.567809 
L 116.237645 143.500398 
L 117.761715 134.591569 
L 119.285784 133.928765 
L 120.809854 143.300419 
L 122.333924 140.054598 
L 123.857993 136.115106 
L 126.906133 137.942835 
L 128.430202 143.952147 
L 129.954272 139.874368 
L 131.478341 137.942605 
L 133.002411 139.659328 
L 134.526481 143.155485 
L 136.05055 137.898634 
L 137.57462 143.987342 
L 139.09869 138.70565 
L 140.622759 136.436417 
L 142.146829 136.819456 
L 143.670899 141.295783 
L 145.194968 142.527686 
L 146.719038 140.496456 
L 148.243108 135.820209 
L 149.767177 139.293286 
L 151.291247 142.186929 
L 152.815317 140.851158 
L 154.339386 134.630142 
L 155.863456 143.222842 
L 158.911595 135.416037 
L 160.435665 135.269926 
L 161.959734 143.005493 
L 163.483804 141.099253 
L 165.007874 141.886225 
L 166.531943 142.490682 
L 168.056013 142.34385 
L 169.580083 143.251672 
L 171.104152 137.847825 
L 172.628222 143.209819 
L 174.152292 137.619174 
L 175.676361 144.29802 
L 177.200431 142.523793 
L 180.24857 132.680557 
L 181.77264 142.885792 
L 183.29671 144.937582 
L 184.820779 142.608854 
L 186.344849 137.963466 
L 187.868918 140.841058 
L 189.392988 143.157399 
L 190.917058 138.317435 
L 192.441127 140.93186 
L 193.965197 144.153767 
L 195.489267 141.597647 
L 197.013336 141.257207 
L 198.537406 139.554004 
L 200.061476 140.641933 
L 201.585545 140.970884 
L 203.109615 140.433841 
L 204.633685 136.093865 
L 206.157754 140.720989 
L 207.681824 141.79514 
L 209.205894 143.056037 
L 210.729963 139.06503 
L 212.254033 141.771413 
L 213.778102 140.904681 
L 215.302172 141.799145 
L 216.826242 139.19537 
L 218.350311 138.727353 
L 219.874381 142.358425 
L 221.398451 143.454139 
L 222.92252 139.551107 
L 224.44659 139.847968 
L 225.97066 141.75898 
L 227.494729 142.364515 
L 229.018799 142.384109 
L 230.542869 140.751527 
L 232.066938 138.014354 
L 233.591008 139.890585 
L 235.115078 143.78723 
L 236.639147 142.549498 
L 238.163217 142.072012 
L 239.687287 142.164733 
L 241.211356 139.776458 
L 242.735426 140.073333 
L 244.259495 142.49105 
L 245.783565 142.400182 
L 247.307635 145.028698 
L 248.831704 144.225497 
L 250.355774 138.34907 
L 251.879844 143.435529 
L 253.403913 139.720613 
L 254.927983 142.479002 
L 256.452053 144.245846 
L 257.976122 140.615753 
L 259.500192 142.394013 
L 261.024262 142.75847 
L 262.548331 138.586115 
L 264.072401 142.146954 
L 265.596471 144.658646 
L 267.12054 139.646375 
L 268.64461 141.317567 
L 270.168679 140.349306 
L 271.692749 141.092555 
L 273.216819 143.199388 
L 274.740888 143.317942 
L 276.264958 140.650728 
L 277.789028 139.41377 
L 279.313097 140.300528 
L 280.837167 138.94342 
L 283.885306 143.26107 
L 285.409376 138.47549 
L 286.933446 140.376478 
L 288.457515 132.169245 
L 289.981585 140.872572 
L 291.505655 134.806609 
L 293.029724 142.000504 
L 294.553794 139.590219 
L 296.077863 141.054142 
L 297.601933 136.753978 
L 299.126003 141.851905 
L 300.650072 140.86653 
L 302.174142 135.696614 
L 303.698212 136.552155 
L 305.222281 144.341962 
L 306.746351 143.241523 
L 308.270421 137.526816 
L 309.79449 137.706212 
L 311.31856 139.752566 
L 312.84263 137.182909 
L 314.366699 140.994961 
L 315.890769 140.929686 
L 317.414839 142.198072 
L 318.938908 143.31654 
L 320.462978 134.035067 
L 321.987048 140.527997 
L 323.511117 137.533279 
L 325.035187 142.386263 
L 326.559256 144.312844 
L 328.083326 137.055607 
L 329.607396 138.341434 
L 331.131465 140.170324 
L 332.655535 143.777601 
L 334.179605 137.957148 
L 335.703674 141.333864 
L 337.227744 143.03061 
L 338.751814 141.749141 
L 340.275883 141.104369 
L 341.799953 124.919288 
L 343.324023 139.300167 
L 344.848092 130.810086 
L 346.372162 134.558832 
L 347.896232 143.116416 
L 349.420301 137.393689 
L 350.944371 137.327452 
L 352.46844 138.172708 
L 353.99251 142.659841 
L 355.51658 141.69541 
L 357.040649 141.563184 
L 358.564719 139.224303 
L 360.088789 143.039482 
L 361.612858 143.314805 
L 363.136928 145.037357 
L 364.660998 143.001799 
L 366.185067 143.487297 
L 367.709137 142.519874 
L 369.233207 138.14814 
L 370.757276 142.550006 
L 372.281346 141.740581 
L 372.281346 141.740581 
" style="fill:none;stroke:#cc7af4;stroke-linecap:round;stroke-width:0.8;"/>
   </g>
   <g id="text_13">
    <g id="patch_15">
     <path d="M 18.697188 136.637868 
L 29.458438 136.637868 
Q 31.858438 136.637868 31.858438 134.237868 
L 31.858438 126.495368 
Q 31.858438 124.095368 29.458438 124.095368 
L 18.697188 124.095368 
Q 16.297188 124.095368 16.297188 126.495368 
L 16.297188 134.237868 
Q 16.297188 136.637868 18.697188 136.637868 
z
" style="fill:#ffffff;opacity:0.8;"/>
    </g>
    <!-- FD -->
    <g style="fill:#cc7af4;" transform="translate(18.697188 132.574118)scale(0.08 -0.08)">
     <use xlink:href="#DejaVuSans-46"/>
     <use x="57.519531" xlink:href="#DejaVuSans-44"/>
    </g>
   </g>
   <g id="text_14">
    <g id="patch_16">
     <path d="M 290.289663 133.502243 
L 365.209663 133.502243 
Q 366.409663 133.502243 366.409663 132.302243 
L 366.409663 128.430993 
Q 366.409663 127.230993 365.209663 127.230993 
L 290.289663 127.230993 
Q 289.089663 127.230993 289.089663 128.430993 
L 289.089663 132.302243 
Q 289.089663 133.502243 290.289663 133.502243 
z
" style="fill:#ffffff;opacity:0.8;"/>
    </g>
    <!-- max: 0.572 $\bullet$ mean: 0.170 $\bullet$ $\sigma$: 0.078 -->
    <g style="fill:#cc7af4;" transform="translate(290.289663 131.470368)scale(0.04 -0.04)">
     <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
     <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(442.273438 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(505.896484 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(569.519531 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(601.306641 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(663.904297 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(695.691406 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(793.103516 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(854.626953 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(915.90625 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(979.285156 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1012.976562 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1044.763672 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1108.386719 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1140.173828 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1203.796875 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1267.419922 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1331.042969 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1362.830078 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1425.427734 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1457.214844 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1520.59375 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1554.285156 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1586.072266 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1649.695312 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1681.482422 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1745.105469 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1808.728516 0.78125)" xlink:href="#DejaVuSans-38"/>
    </g>
   </g>
   <g id="text_15">
    <!-- 0.30 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 136.180582)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-30"/>
     <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
     <use x="95.410156" xlink:href="#DejaVuSans-33"/>
     <use x="159.033203" xlink:href="#DejaVuSans-30"/>
    </g>
   </g>
  </g>
  <g id="axes_6">
   <g id="patch_17">
    <path d="M 15.161346 278.112 
L 18.697188 278.112 
L 18.697188 150.37824 
L 15.161346 150.37824 
z
" style="fill:#ffffff;"/>
   </g>
   <g clip-path="url(#pc58c2ce8e8)">
    <image height="950" id="image181b011679" transform="matrix(4 0 0 0.134737 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
iVBORw0KGgoAAAANSUhEUgAAAAEAAAO2CAYAAAApMv3ZAAAABHNCSVQICAgIfAhkiAAAAENJREFUWIXt17ERABAUBNEbkSoYEYmGNKIxtYh1QgvCz2zy4k1XsY/tJAkAAAAA4BuWbxYybqkpWMh4H81c2BsAAPMc63ENhEuUzN8AAAAASUVORK5CYII="/>
   </g>
   <g id="matplotlib.axis_11"/>
   <g id="matplotlib.axis_12"/>
  </g>
  <g id="axes_7">
   <g id="patch_18">
    <path d="M 18.697188 278.112 
L 372.281346 278.112 
L 372.281346 150.37824 
L 18.697188 150.37824 
z
" style="fill:#ffffff;"/>
   </g>
   <g clip-path="url(#pb59e4f6de4)">
    <image height="128.16" id="imagef962e9af0f" transform="scale(1 -1)translate(0 -128.16)" width="354.24" x="18.697188" xlink:href="data:image/png;base64,
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" y="-149.952"/>
   </g>
   <g id="matplotlib.axis_13">
    <g id="xtick_31">
     <g id="line2d_11">
      <defs>
       <path d="M 0 0 
L 0 4.8 
" id="mc6ec5a10c2" style="stroke:#262626;"/>
      </defs>
      <g>
       <use style="fill:#262626;stroke:#262626;" x="19.455952" xlink:href="#mc6ec5a10c2" y="278.112"/>
      </g>
     </g>
     <g id="text_16">
      <!-- 0.00 -->
      <g style="fill:#262626;" transform="translate(13.889546 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-30"/>
       <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
       <use x="95.410156" xlink:href="#DejaVuSans-30"/>
       <use x="159.033203" xlink:href="#DejaVuSans-30"/>
      </g>
     </g>
    </g>
    <g id="xtick_32">
     <g id="line2d_12">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="89.262266" xlink:href="#mc6ec5a10c2" y="278.112"/>
      </g>
     </g>
     <g id="text_17">
      <!-- 46.00 -->
      <g style="fill:#262626;" transform="translate(82.105235 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-34"/>
       <use x="63.623047" xlink:href="#DejaVuSans-36"/>
       <use x="127.246094" xlink:href="#DejaVuSans-2e"/>
       <use x="159.033203" xlink:href="#DejaVuSans-30"/>
       <use x="222.65625" xlink:href="#DejaVuSans-30"/>
      </g>
     </g>
    </g>
    <g id="xtick_33">
     <g id="line2d_13">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="159.068581" xlink:href="#mc6ec5a10c2" y="278.112"/>
      </g>
     </g>
     <g id="text_18">
      <!-- 92.00 -->
      <g style="fill:#262626;" transform="translate(151.91155 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-39"/>
       <use x="63.623047" xlink:href="#DejaVuSans-32"/>
       <use x="127.246094" xlink:href="#DejaVuSans-2e"/>
       <use x="159.033203" xlink:href="#DejaVuSans-30"/>
       <use x="222.65625" xlink:href="#DejaVuSans-30"/>
      </g>
     </g>
    </g>
    <g id="xtick_34">
     <g id="line2d_14">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="228.874895" xlink:href="#mc6ec5a10c2" y="278.112"/>
      </g>
     </g>
     <g id="text_19">
      <!-- 138.00 -->
      <g style="fill:#262626;" transform="translate(220.127239 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-31"/>
       <use x="63.623047" xlink:href="#DejaVuSans-33"/>
       <use x="127.246094" xlink:href="#DejaVuSans-38"/>
       <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
       <use x="222.65625" xlink:href="#DejaVuSans-30"/>
       <use x="286.279297" xlink:href="#DejaVuSans-30"/>
      </g>
     </g>
    </g>
    <g id="xtick_35">
     <g id="line2d_15">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="298.68121" xlink:href="#mc6ec5a10c2" y="278.112"/>
      </g>
     </g>
     <g id="text_20">
      <!-- 184.00 -->
      <g style="fill:#262626;" transform="translate(289.933554 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-31"/>
       <use x="63.623047" xlink:href="#DejaVuSans-38"/>
       <use x="127.246094" xlink:href="#DejaVuSans-34"/>
       <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
       <use x="222.65625" xlink:href="#DejaVuSans-30"/>
       <use x="286.279297" xlink:href="#DejaVuSans-30"/>
      </g>
     </g>
    </g>
    <g id="xtick_36">
     <g id="line2d_16">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="368.487524" xlink:href="#mc6ec5a10c2" y="278.112"/>
      </g>
     </g>
     <g id="text_21">
      <!-- 230.00 -->
      <g style="fill:#262626;" transform="translate(359.739868 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-32"/>
       <use x="63.623047" xlink:href="#DejaVuSans-33"/>
       <use x="127.246094" xlink:href="#DejaVuSans-30"/>
       <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
       <use x="222.65625" xlink:href="#DejaVuSans-30"/>
       <use x="286.279297" xlink:href="#DejaVuSans-30"/>
      </g>
     </g>
    </g>
    <g id="text_22">
     <!-- time (s) -->
     <defs>
      <path d="M 18.3125 70.21875 
L 18.3125 54.6875 
L 36.8125 54.6875 
L 36.8125 47.703125 
L 18.3125 47.703125 
L 18.3125 18.015625 
Q 18.3125 11.328125 20.140625 9.421875 
Q 21.96875 7.515625 27.59375 7.515625 
L 36.8125 7.515625 
L 36.8125 0 
L 27.59375 0 
Q 17.1875 0 13.234375 3.875 
Q 9.28125 7.765625 9.28125 18.015625 
L 9.28125 47.703125 
L 2.6875 47.703125 
L 2.6875 54.6875 
L 9.28125 54.6875 
L 9.28125 70.21875 
z
" id="DejaVuSans-74"/>
      <path d="M 9.421875 54.6875 
L 18.40625 54.6875 
L 18.40625 0 
L 9.421875 0 
z
M 9.421875 75.984375 
L 18.40625 75.984375 
L 18.40625 64.59375 
L 9.421875 64.59375 
z
" id="DejaVuSans-69"/>
      <path d="M 31 75.875 
Q 24.46875 64.65625 21.28125 53.65625 
Q 18.109375 42.671875 18.109375 31.390625 
Q 18.109375 20.125 21.3125 9.0625 
Q 24.515625 -2 31 -13.1875 
L 23.1875 -13.1875 
Q 15.875 -1.703125 12.234375 9.375 
Q 8.59375 20.453125 8.59375 31.390625 
Q 8.59375 42.28125 12.203125 53.3125 
Q 15.828125 64.359375 23.1875 75.875 
z
" id="DejaVuSans-28"/>
      <path d="M 44.28125 53.078125 
L 44.28125 44.578125 
Q 40.484375 46.53125 36.375 47.5 
Q 32.28125 48.484375 27.875 48.484375 
Q 21.1875 48.484375 17.84375 46.4375 
Q 14.5 44.390625 14.5 40.28125 
Q 14.5 37.15625 16.890625 35.375 
Q 19.28125 33.59375 26.515625 31.984375 
L 29.59375 31.296875 
Q 39.15625 29.25 43.1875 25.515625 
Q 47.21875 21.78125 47.21875 15.09375 
Q 47.21875 7.46875 41.1875 3.015625 
Q 35.15625 -1.421875 24.609375 -1.421875 
Q 20.21875 -1.421875 15.453125 -0.5625 
Q 10.6875 0.296875 5.421875 2 
L 5.421875 11.28125 
Q 10.40625 8.6875 15.234375 7.390625 
Q 20.0625 6.109375 24.8125 6.109375 
Q 31.15625 6.109375 34.5625 8.28125 
Q 37.984375 10.453125 37.984375 14.40625 
Q 37.984375 18.0625 35.515625 20.015625 
Q 33.0625 21.96875 24.703125 23.78125 
L 21.578125 24.515625 
Q 13.234375 26.265625 9.515625 29.90625 
Q 5.8125 33.546875 5.8125 39.890625 
Q 5.8125 47.609375 11.28125 51.796875 
Q 16.75 56 26.8125 56 
Q 31.78125 56 36.171875 55.265625 
Q 40.578125 54.546875 44.28125 53.078125 
z
" id="DejaVuSans-73"/>
      <path d="M 8.015625 75.875 
L 15.828125 75.875 
Q 23.140625 64.359375 26.78125 53.3125 
Q 30.421875 42.28125 30.421875 31.390625 
Q 30.421875 20.453125 26.78125 9.375 
Q 23.140625 -1.703125 15.828125 -13.1875 
L 8.015625 -13.1875 
Q 14.5 -2 17.703125 9.0625 
Q 20.90625 20.125 20.90625 31.390625 
Q 20.90625 42.671875 17.703125 53.65625 
Q 14.5 64.65625 8.015625 75.875 
z
" id="DejaVuSans-29"/>
     </defs>
     <g style="fill:#262626;" transform="translate(180.596667 301.086663)scale(0.0768 -0.0768)">
      <use xlink:href="#DejaVuSans-74"/>
      <use x="39.208984" xlink:href="#DejaVuSans-69"/>
      <use x="66.992188" xlink:href="#DejaVuSans-6d"/>
      <use x="164.404297" xlink:href="#DejaVuSans-65"/>
      <use x="225.927734" xlink:href="#DejaVuSans-20"/>
      <use x="257.714844" xlink:href="#DejaVuSans-28"/>
      <use x="296.728516" xlink:href="#DejaVuSans-73"/>
      <use x="348.828125" xlink:href="#DejaVuSans-29"/>
     </g>
    </g>
   </g>
   <g id="matplotlib.axis_14"/>
  </g>
 </g>
 <defs>
  <clipPath id="p49be456dd9">
   <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
  </clipPath>
  <clipPath id="p616c1fa8b1">
   <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
  </clipPath>
  <clipPath id="p2a6c1dc761">
   <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
  </clipPath>
  <clipPath id="p58140b6555">
   <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
  </clipPath>
  <clipPath id="p92a09f2983">
   <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
  </clipPath>
  <clipPath id="pc58c2ce8e8">
   <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
  </clipPath>
  <clipPath id="pb59e4f6de4">
   <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
  </clipPath>
 </defs>
</svg>