Sherlock/fmriprep/sub-02/figures/sub-02_task-stopsignal_run-1_desc-carpetplot_bold.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 0 385.314847 309.883863" width="385.314847pt" 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 385.314847 309.883863 
L 385.314847 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(#p9dd9d02e88)" d="M 18.697188 22.361566 
L 372.281346 22.361566 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_2">
    <path clip-path="url(#p9dd9d02e88)" d="M 18.697188 13.93536 
L 20.650691 25.381693 
L 22.604195 24.087948 
L 26.511202 26.256241 
L 28.464706 30.340787 
L 30.418209 29.884212 
L 32.371713 29.715136 
L 34.325217 28.989577 
L 36.27872 28.644089 
L 38.232224 29.711643 
L 40.185728 26.749147 
L 42.139231 28.77142 
L 44.092735 27.584395 
L 46.046238 27.646402 
L 47.999742 25.579065 
L 49.953246 26.243666 
L 51.906749 26.552299 
L 53.860253 25.952848 
L 55.813757 27.175854 
L 57.76726 25.910579 
L 59.720764 25.622207 
L 61.674268 25.590942 
L 63.627771 26.92189 
L 65.581275 27.794867 
L 67.534778 29.514795 
L 69.488282 28.588196 
L 71.441786 25.380296 
L 73.395289 25.9649 
L 75.348793 28.495449 
L 77.302297 29.568592 
L 79.2558 27.528153 
L 81.209304 28.574572 
L 83.162808 28.702602 
L 85.116311 29.066604 
L 87.069815 29.903425 
L 89.023318 31.642741 
L 92.930326 28.632212 
L 94.883829 25.423962 
L 96.837333 26.732204 
L 98.790837 28.717972 
L 100.74434 29.629899 
L 102.697844 29.033243 
L 104.651348 30.36 
L 106.604851 29.669199 
L 108.558355 29.816616 
L 110.511858 26.355626 
L 112.465362 26.463918 
L 114.418866 24.515179 
L 116.372369 25.28388 
L 118.325873 25.206853 
L 120.279377 24.27973 
L 122.23288 26.486625 
L 124.186384 25.635132 
L 126.139888 27.115769 
L 128.093391 25.691374 
L 130.046895 25.802811 
L 132.000398 24.908525 
L 133.953902 26.831065 
L 135.907406 29.067652 
L 137.860909 29.893294 
L 139.814413 29.145029 
L 141.767917 28.091448 
L 143.72142 26.726265 
L 145.674924 26.619545 
L 147.628428 27.017607 
L 149.581931 26.258687 
L 151.535435 27.841328 
L 153.488938 27.941935 
L 155.442442 29.360042 
L 157.395946 30.166645 
L 159.349449 30.499033 
L 161.302953 30.071103 
L 165.20996 31.416025 
L 167.163464 32.909762 
L 169.116968 31.590341 
L 171.070471 33.28896 
L 173.023975 31.651823 
L 174.977479 29.017523 
L 176.930982 27.339165 
L 178.884486 26.542692 
L 180.837989 27.457064 
L 182.791493 25.891541 
L 184.744997 22.183923 
L 186.6985 21.957382 
L 188.652004 22.796474 
L 190.605508 24.25388 
L 192.559011 27.516975 
L 194.512515 27.925167 
L 196.466019 28.931937 
L 200.373026 30.087347 
L 202.326529 28.381917 
L 204.280033 27.043807 
L 206.233537 27.222489 
L 208.18704 28.921108 
L 210.140544 29.951109 
L 212.094048 28.493353 
L 214.047551 26.704258 
L 216.001055 25.612076 
L 217.954559 26.78373 
L 221.861566 28.658936 
L 223.815069 30.026389 
L 225.768573 30.600863 
L 227.722077 29.49925 
L 229.67558 30.206644 
L 231.629084 29.396372 
L 233.582588 29.281617 
L 235.536091 28.064375 
L 237.489595 28.633784 
L 239.443099 24.342784 
L 241.396602 24.728096 
L 243.350106 24.536663 
L 245.303609 26.191266 
L 247.257113 27.185809 
L 249.210617 27.221441 
L 251.16412 28.545229 
L 253.117624 26.308816 
L 255.071128 26.248381 
L 257.024631 26.956823 
L 258.978135 30.509688 
L 260.931639 30.58951 
L 262.885142 27.22738 
L 264.838646 26.564525 
L 266.792149 24.572644 
L 268.745653 26.381302 
L 270.699157 27.410254 
L 272.65266 24.697704 
L 274.606164 21.036722 
L 276.559668 21.446661 
L 278.513171 22.338676 
L 280.466675 23.763944 
L 282.420179 24.188206 
L 284.373682 25.840014 
L 286.327186 29.359692 
L 288.280689 28.832378 
L 290.234193 29.706752 
L 292.187697 28.520251 
L 294.1412 30.771336 
L 296.094704 30.885043 
L 298.048208 27.38091 
L 300.001711 24.990094 
L 301.955215 21.803502 
L 303.908719 23.535657 
L 305.862222 24.523912 
L 307.815726 26.952107 
L 309.76923 26.268643 
L 311.722733 26.171354 
L 313.676237 22.838743 
L 315.62974 22.876121 
L 317.583244 24.17825 
L 319.536748 24.980138 
L 321.490251 24.985028 
L 323.443755 24.092664 
L 325.397259 24.504175 
L 327.350762 23.319945 
L 329.304266 21.939042 
L 331.25777 17.404909 
L 333.211273 19.388931 
L 335.164777 23.770756 
L 337.11828 27.788055 
L 344.932295 29.092455 
L 346.885799 27.679588 
L 348.839302 27.473483 
L 350.792806 27.598194 
L 352.74631 29.84072 
L 354.699813 31.75505 
L 356.653317 30.255201 
L 358.60682 29.90622 
L 360.560324 26.830541 
L 362.513828 29.627454 
L 364.467331 31.006261 
L 366.420835 31.555583 
L 368.374339 30.72767 
L 370.327842 28.682865 
L 372.281346 29.184503 
L 372.281346 29.184503 
" 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: 541.242 $\bullet$ mean: 536.585 $\bullet$ $\sigma$: 0.975 -->
    <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 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 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 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 16.796875 31.34375 
Q 16.796875 37.40625 21.015625 41.578125 
Q 25.25 45.75 31.390625 45.75 
Q 37.453125 45.75 41.625 41.578125 
Q 45.796875 37.40625 45.796875 31.34375 
Q 45.796875 25.25 41.59375 21.046875 
Q 37.40625 16.84375 31.296875 16.84375 
Q 25.203125 16.84375 21 21.046875 
Q 16.796875 25.25 16.796875 31.34375 
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 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 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 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 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"/>
     <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 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"/>
     <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"/>
    </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-34"/>
     <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(505.927734 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(569.550781 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(633.173828 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(696.796875 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(728.583984 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(791.181641 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(822.96875 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(920.380859 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(981.904297 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(1043.183594 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(1106.5625 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1140.253906 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1172.041016 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1235.664062 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(1299.287109 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1362.910156 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.697266 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1458.320312 0.78125)" xlink:href="#DejaVuSans-38"/>
     <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(1936.005859 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1999.628906 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(2063.251953 0.78125)" xlink:href="#DejaVuSans-35"/>
    </g>
   </g>
   <g id="text_3">
    <!-- 538.30 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 23.189379)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-35"/>
     <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-33"/>
     <use x="286.279297" xlink:href="#DejaVuSans-30"/>
    </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(#p91fd5165a8)" d="M 18.697188 52.123642 
L 372.281346 52.123642 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_4">
    <path clip-path="url(#p91fd5165a8)" d="M 18.697188 41.611008 
L 20.650691 52.025712 
L 22.604195 51.993665 
L 26.511202 56.292341 
L 28.464706 56.906307 
L 30.418209 59.360178 
L 32.371713 58.18502 
L 34.325217 58.007916 
L 36.27872 58.081204 
L 40.185728 57.648505 
L 42.139231 56.600885 
L 44.092735 58.584719 
L 46.046238 58.561085 
L 47.999742 58.070709 
L 49.953246 58.396947 
L 51.906749 57.444644 
L 53.860253 58.18437 
L 55.813757 57.211599 
L 57.76726 58.958788 
L 59.720764 56.806914 
L 61.674268 59.669979 
L 63.627771 56.153355 
L 65.581275 59.572538 
L 67.534778 57.84586 
L 69.488282 58.349115 
L 71.441786 54.665013 
L 73.395289 53.615876 
L 75.348793 50.965343 
L 77.302297 57.100323 
L 81.209304 56.988528 
L 83.162808 58.313035 
L 85.116311 58.178819 
L 87.069815 59.637672 
L 89.023318 59.74717 
L 90.976822 60.964608 
L 94.883829 57.049673 
L 96.837333 52.805811 
L 98.790837 55.633925 
L 100.74434 54.224682 
L 102.697844 57.489701 
L 104.651348 57.893085 
L 106.604851 59.077392 
L 108.558355 58.624658 
L 110.511858 58.811693 
L 112.465362 58.532203 
L 114.418866 58.517546 
L 116.372369 57.695556 
L 118.325873 58.364856 
L 120.279377 55.786267 
L 122.23288 55.385008 
L 124.186384 54.644415 
L 126.139888 55.026463 
L 128.093391 54.954173 
L 130.046895 54.341334 
L 133.953902 54.641596 
L 139.814413 57.931724 
L 141.767917 58.669888 
L 143.72142 58.963818 
L 145.674924 58.919889 
L 147.628428 58.371621 
L 149.581931 58.497121 
L 151.535435 57.527906 
L 153.488938 58.308135 
L 155.442442 54.882273 
L 157.395946 58.484501 
L 159.349449 53.784047 
L 161.302953 57.170012 
L 163.256457 56.114846 
L 165.20996 58.408135 
L 167.163464 58.371578 
L 169.116968 59.637802 
L 171.070471 60.735119 
L 173.023975 59.570586 
L 174.977479 57.715764 
L 176.930982 52.452124 
L 182.791493 57.403881 
L 184.744997 56.011854 
L 186.6985 52.585646 
L 188.652004 47.08445 
L 190.605508 55.046325 
L 192.559011 56.292037 
L 194.512515 59.018025 
L 196.466019 57.369579 
L 198.419522 57.194643 
L 200.373026 50.993965 
L 202.326529 56.103658 
L 204.280033 55.205952 
L 206.233537 57.259257 
L 208.18704 58.627477 
L 210.140544 59.01061 
L 212.094048 56.147414 
L 214.047551 53.608157 
L 216.001055 54.247882 
L 217.954559 56.819143 
L 219.908062 57.853059 
L 225.768573 54.296191 
L 227.722077 58.150285 
L 229.67558 58.677997 
L 231.629084 59.381643 
L 233.582588 56.82864 
L 235.536091 53.005162 
L 237.489595 56.653183 
L 239.443099 55.60552 
L 241.396602 57.274435 
L 243.350106 56.817104 
L 245.303609 53.732398 
L 247.257113 54.973297 
L 249.210617 52.352297 
L 251.16412 55.528287 
L 253.117624 55.59082 
L 255.071128 54.848926 
L 257.024631 57.618886 
L 258.978135 56.975345 
L 260.931639 54.034655 
L 262.885142 56.916975 
L 264.838646 56.354223 
L 266.792149 56.202227 
L 268.745653 54.77785 
L 270.699157 52.162573 
L 272.65266 53.772425 
L 274.606164 54.038601 
L 276.559668 55.103133 
L 278.513171 55.088606 
L 280.466675 55.97946 
L 282.420179 55.984447 
L 284.373682 53.345059 
L 286.327186 55.191035 
L 288.280689 55.217878 
L 290.234193 54.09632 
L 292.187697 56.970531 
L 294.1412 58.751979 
L 296.094704 58.573617 
L 298.048208 59.815167 
L 300.001711 57.814637 
L 301.955215 53.556422 
L 303.908719 47.373913 
L 305.862222 55.604653 
L 309.76923 58.041264 
L 311.722733 59.707404 
L 315.62974 56.213676 
L 317.583244 55.587958 
L 319.536748 53.35551 
L 321.490251 52.7232 
L 323.443755 54.870044 
L 325.397259 54.792984 
L 327.350762 55.865799 
L 329.304266 54.565186 
L 331.25777 54.365879 
L 333.211273 51.281954 
L 335.164777 55.011155 
L 337.11828 52.121593 
L 339.071784 52.321681 
L 341.025288 54.223294 
L 342.978791 56.940089 
L 344.932295 56.256868 
L 348.839302 56.622741 
L 350.792806 56.418664 
L 352.74631 54.967443 
L 354.699813 54.113016 
L 356.653317 57.052448 
L 358.60682 56.937703 
L 360.560324 56.142947 
L 362.513828 58.300762 
L 364.467331 58.332766 
L 366.420835 57.404054 
L 368.374339 57.132067 
L 370.327842 52.083345 
L 372.281346 56.26875 
L 372.281346 56.26875 
" 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: 710.852 $\bullet$ mean: 690.287 $\bullet$ $\sigma$: 3.601 -->
    <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-37"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(505.974609 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(569.597656 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(633.220703 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(696.84375 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(728.630859 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(791.228516 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(823.015625 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(920.427734 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(981.951172 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(1043.230469 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(1106.609375 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1140.300781 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1172.087891 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1235.710938 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1299.333984 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1362.957031 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.666016 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1458.289062 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(1521.912109 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1585.535156 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1617.322266 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1679.919922 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1711.707031 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1775.085938 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1808.777344 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1840.564453 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(1904.1875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1935.974609 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1999.597656 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(2063.220703 0.78125)" xlink:href="#DejaVuSans-31"/>
    </g>
   </g>
   <g id="text_6">
    <!-- 696.06 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 52.951455)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-36"/>
     <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-30"/>
     <use x="286.279297" xlink:href="#DejaVuSans-36"/>
    </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(#p4242b1aa90)" d="M 18.697188 74.368525 
L 372.281346 74.368525 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_6">
    <path clip-path="url(#p4242b1aa90)" d="M 18.697188 75.553359 
L 20.650691 79.261342 
L 22.604195 81.192947 
L 24.557698 79.77078 
L 26.511202 79.138344 
L 28.464706 83.221532 
L 30.418209 80.923593 
L 32.371713 82.087937 
L 34.325217 80.729043 
L 36.27872 79.047278 
L 38.232224 80.107547 
L 40.185728 79.069749 
L 42.139231 81.981201 
L 44.092735 79.139527 
L 46.046238 84.180977 
L 47.999742 77.261438 
L 49.953246 79.788224 
L 51.906749 78.248676 
L 53.860253 79.196591 
L 55.813757 82.633151 
L 57.76726 81.325998 
L 59.720764 81.411151 
L 61.674268 79.438152 
L 63.627771 79.816904 
L 65.581275 78.603479 
L 67.534778 84.09139 
L 69.488282 80.96203 
L 71.441786 78.939063 
L 73.395289 76.139374 
L 75.348793 81.326885 
L 77.302297 83.360496 
L 79.2558 85.029252 
L 81.209304 82.31442 
L 83.162808 81.584413 
L 85.116311 82.561007 
L 87.069815 84.144315 
L 89.023318 86.302402 
L 90.976822 80.287314 
L 92.930326 79.807443 
L 94.883829 76.57519 
L 96.837333 80.984797 
L 98.790837 81.701202 
L 100.74434 82.268591 
L 102.697844 83.409873 
L 104.651348 85.098734 
L 106.604851 85.777294 
L 108.558355 85.876639 
L 110.511858 80.74974 
L 112.465362 81.07468 
L 114.418866 76.625454 
L 116.372369 81.419725 
L 118.325873 80.591557 
L 120.279377 81.54775 
L 122.23288 83.92345 
L 124.186384 80.552529 
L 126.139888 80.91561 
L 128.093391 78.230345 
L 130.046895 78.87993 
L 132.000398 79.041069 
L 133.953902 82.241094 
L 135.907406 83.135788 
L 137.860909 85.464772 
L 139.814413 85.984262 
L 141.767917 87.360897 
L 143.72142 83.631329 
L 145.674924 84.194283 
L 147.628428 79.990758 
L 149.581931 79.497286 
L 151.535435 82.778324 
L 153.488938 83.333886 
L 155.442442 85.290919 
L 157.395946 84.26406 
L 159.349449 85.258395 
L 161.302953 82.866729 
L 163.256457 85.263126 
L 165.20996 85.274952 
L 167.163464 88.640256 
L 169.116968 84.174177 
L 171.070471 86.010577 
L 173.023975 81.089759 
L 174.977479 80.01382 
L 176.930982 81.084733 
L 178.884486 81.663652 
L 180.837989 86.413278 
L 182.791493 84.164124 
L 184.744997 83.852785 
L 186.6985 74.720755 
L 188.652004 76.55745 
L 190.605508 80.012933 
L 192.559011 84.476351 
L 194.512515 82.501578 
L 196.466019 85.811 
L 198.419522 78.192499 
L 200.373026 84.821396 
L 202.326529 79.22941 
L 204.280033 82.644977 
L 206.233537 80.590374 
L 208.18704 84.861607 
L 210.140544 83.004215 
L 212.094048 81.865299 
L 214.047551 76.884756 
L 216.001055 80.177325 
L 217.954559 81.38868 
L 221.861566 82.552137 
L 223.815069 82.793699 
L 225.768573 82.665379 
L 227.722077 80.966761 
L 229.67558 83.142588 
L 231.629084 81.246168 
L 233.582588 80.768958 
L 237.489595 81.629946 
L 239.443099 80.0493 
L 241.396602 80.262182 
L 243.350106 76.614514 
L 245.303609 78.734165 
L 247.257113 77.70435 
L 249.210617 81.867368 
L 251.16412 80.950795 
L 253.117624 81.510792 
L 255.071128 80.541293 
L 257.024631 79.168207 
L 258.978135 81.508722 
L 260.931639 83.048566 
L 262.885142 82.421156 
L 266.792149 76.078171 
L 268.745653 76.682223 
L 270.699157 79.982479 
L 272.65266 82.679571 
L 274.606164 78.015689 
L 276.559668 77.201417 
L 278.513171 73.841731 
L 280.466675 77.997358 
L 282.420179 78.945864 
L 284.373682 80.667839 
L 286.327186 78.642507 
L 288.280689 76.111286 
L 290.234193 78.15761 
L 292.187697 77.764962 
L 294.1412 84.284462 
L 296.094704 82.280713 
L 298.048208 79.578891 
L 300.001711 79.710168 
L 301.955215 69.286656 
L 303.908719 73.205452 
L 305.862222 73.08541 
L 307.815726 80.488073 
L 309.76923 81.259473 
L 311.722733 81.57436 
L 313.676237 74.156323 
L 315.62974 73.95852 
L 317.583244 74.940141 
L 319.536748 77.508026 
L 323.443755 79.877221 
L 325.397259 77.019876 
L 329.304266 76.028203 
L 331.25777 73.366 
L 333.211273 76.496247 
L 335.164777 77.232167 
L 337.11828 79.801234 
L 339.071784 78.008298 
L 341.025288 81.554846 
L 342.978791 74.811821 
L 344.932295 76.711198 
L 346.885799 73.677044 
L 348.839302 79.546367 
L 350.792806 79.382271 
L 352.74631 79.336738 
L 354.699813 81.109273 
L 356.653317 78.375223 
L 358.60682 78.793003 
L 360.560324 73.729377 
L 362.513828 74.349986 
L 364.467331 75.533549 
L 366.420835 81.534149 
L 368.374339 78.133957 
L 370.327842 79.142779 
L 372.281346 79.842332 
L 372.281346 79.842332 
" 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: 618.117 $\bullet$ mean: 615.820 $\bullet$ $\sigma$: 0.668 -->
    <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-36"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-37"/>
     <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-36"/>
     <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.744141 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(1458.367188 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1521.990234 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1585.613281 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1617.400391 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1679.998047 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1711.785156 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1775.164062 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1808.855469 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1840.642578 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1904.265625 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1936.052734 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1999.675781 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(2063.298828 0.78125)" xlink:href="#DejaVuSans-38"/>
    </g>
   </g>
   <g id="text_9">
    <!-- 617.07 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 75.196337)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-36"/>
     <use x="63.623047" xlink:href="#DejaVuSans-31"/>
     <use x="127.246094" xlink:href="#DejaVuSans-37"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-30"/>
     <use x="286.279297" xlink:href="#DejaVuSans-37"/>
    </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(#pf8f2040e02)" d="M 18.697188 102.471196 
L 372.281346 102.471196 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_8">
    <path clip-path="url(#pf8f2040e02)" d="M 20.650691 99.4457 
L 22.604195 104.336056 
L 24.557698 111.071868 
L 26.511202 115.290852 
L 28.464706 114.549945 
L 30.418209 113.110063 
L 32.371713 114.935229 
L 34.325217 116.315904 
L 36.27872 116.055585 
L 38.232224 113.173752 
L 40.185728 111.781638 
L 42.139231 112.166279 
L 44.092735 110.952858 
L 46.046238 115.121356 
L 47.999742 114.921667 
L 49.953246 114.598363 
L 51.906749 113.721224 
L 53.860253 114.84712 
L 55.813757 115.505937 
L 59.720764 113.326206 
L 61.674268 115.193424 
L 65.581275 112.088368 
L 67.534778 107.501205 
L 69.488282 108.781858 
L 71.441786 109.429409 
L 73.395289 111.136387 
L 75.348793 105.657162 
L 77.302297 109.054442 
L 79.2558 111.006703 
L 81.209304 113.809273 
L 85.116311 113.124335 
L 87.069815 110.414764 
L 89.023318 113.152639 
L 90.976822 111.100595 
L 92.930326 108.611237 
L 94.883829 112.497187 
L 96.837333 107.509346 
L 98.790837 109.218215 
L 100.74434 111.33714 
L 102.697844 109.119431 
L 104.651348 112.440514 
L 106.604851 112.531629 
L 108.558355 113.855273 
L 110.511858 110.288385 
L 112.465362 113.363594 
L 114.418866 113.552554 
L 116.372369 111.353064 
L 118.325873 113.077744 
L 120.279377 110.654852 
L 122.23288 112.121516 
L 124.186384 111.054651 
L 126.139888 113.326617 
L 128.093391 111.73116 
L 130.046895 113.005141 
L 132.000398 111.081247 
L 133.953902 112.636839 
L 135.907406 108.497183 
L 137.860909 110.324831 
L 139.814413 110.69797 
L 141.767917 110.889696 
L 143.72142 111.431854 
L 145.674924 111.588498 
L 147.628428 112.675232 
L 149.581931 110.817332 
L 151.535435 108.015649 
L 153.488938 107.30853 
L 155.442442 109.412951 
L 157.395946 109.495164 
L 159.349449 107.896989 
L 161.302953 111.028406 
L 163.256457 113.030268 
L 165.20996 111.105073 
L 167.163464 114.143544 
L 169.116968 111.109615 
L 171.070471 111.062609 
L 173.023975 108.697697 
L 174.977479 103.357591 
L 176.930982 108.079991 
L 178.884486 104.083109 
L 180.837989 104.456839 
L 182.791493 106.636155 
L 184.744997 106.299524 
L 186.6985 106.327892 
L 188.652004 103.896451 
L 190.605508 106.099593 
L 192.559011 107.539893 
L 194.512515 109.278782 
L 196.466019 108.18414 
L 198.419522 104.500005 
L 200.373026 102.471196 
L 202.326529 102.628896 
L 204.280033 106.536428 
L 206.233537 107.249383 
L 208.18704 106.539965 
L 210.140544 103.498017 
L 212.094048 102.291555 
L 214.047551 105.497045 
L 216.001055 106.429742 
L 217.954559 104.825964 
L 219.908062 109.416726 
L 221.861566 108.325036 
L 223.815069 105.180817 
L 225.768573 104.333638 
L 227.722077 107.642509 
L 229.67558 110.277769 
L 231.629084 111.024751 
L 233.582588 102.225912 
L 235.536091 102.836722 
L 237.489595 108.114553 
L 239.443099 107.499433 
L 241.396602 109.540454 
L 243.350106 110.31162 
L 245.303609 105.21909 
L 247.257113 110.566684 
L 249.210617 108.62333 
L 251.16412 110.38622 
L 255.071128 109.504599 
L 257.024631 109.105925 
L 258.978135 100.885761 
L 260.931639 100.540103 
L 262.885142 103.775964 
L 264.838646 107.736872 
L 266.792149 108.11785 
L 268.745653 101.499101 
L 270.699157 96.962304 
L 272.65266 102.236296 
L 274.606164 110.03001 
L 276.559668 107.658258 
L 278.513171 107.351528 
L 280.466675 108.018482 
L 282.420179 106.897475 
L 284.373682 107.113028 
L 288.280689 106.195727 
L 290.234193 111.096461 
L 292.187697 111.605421 
L 294.1412 111.334019 
L 296.094704 109.21096 
L 298.048208 109.265692 
L 300.001711 107.186214 
L 301.955215 107.747544 
L 303.908719 102.773265 
L 305.862222 106.366581 
L 307.815726 111.955915 
L 309.76923 110.209476 
L 311.722733 111.650598 
L 313.676237 114.332445 
L 315.62974 108.320607 
L 317.583244 106.142887 
L 319.536748 107.018729 
L 321.490251 108.36042 
L 323.443755 108.6149 
L 325.397259 110.662698 
L 327.350762 110.700501 
L 329.304266 112.136554 
L 331.25777 107.071394 
L 333.211273 106.364633 
L 337.11828 102.865919 
L 339.071784 100.926509 
L 341.025288 104.57644 
L 342.978791 109.065409 
L 344.932295 110.256122 
L 346.885799 110.122073 
L 348.839302 109.380161 
L 350.792806 106.450974 
L 352.74631 106.238128 
L 354.699813 105.764088 
L 356.653317 105.667251 
L 358.60682 112.438152 
L 360.560324 112.747596 
L 362.513828 111.34829 
L 364.467331 108.236509 
L 366.420835 102.96883 
L 368.374339 110.570051 
L 370.327842 105.747749 
L 372.281346 108.981487 
L 372.281346 108.981487 
" 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: 1.275 $\bullet$ mean: 1.070 $\bullet$ $\sigma$: 0.063 -->
    <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(378.681641 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(442.304688 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(505.927734 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(569.550781 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(601.337891 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(663.935547 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(695.722656 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(793.134766 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(854.658203 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(915.9375 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(979.316406 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1013.007812 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1044.794922 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1108.417969 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1140.205078 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1203.828125 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1267.451172 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1331.074219 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1362.861328 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1425.458984 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1457.246094 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1520.625 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1554.316406 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1586.103516 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1649.726562 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1681.513672 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1745.136719 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1808.759766 0.78125)" xlink:href="#DejaVuSans-33"/>
    </g>
   </g>
   <g id="text_12">
    <!-- 1.18 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 103.299009)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-31"/>
     <use x="159.033203" xlink:href="#DejaVuSans-38"/>
    </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(#p8b0262bd86)" d="M 18.697188 128.199014 
L 372.281346 128.199014 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_10">
    <path clip-path="url(#p8b0262bd86)" d="M 20.650691 139.689908 
L 22.604195 137.117428 
L 24.557698 129.787831 
L 26.511202 130.67364 
L 28.464706 138.191578 
L 30.418209 133.218921 
L 32.371713 129.296281 
L 34.325217 133.470066 
L 36.27872 134.476385 
L 38.232224 138.571693 
L 40.185728 135.82775 
L 42.139231 128.975547 
L 44.092735 133.225316 
L 46.046238 134.889859 
L 47.999742 136.883428 
L 49.953246 137.328682 
L 51.906749 136.546261 
L 53.860253 142.184668 
L 55.813757 133.200444 
L 57.76726 134.619424 
L 59.720764 133.768772 
L 61.674268 131.73681 
L 63.627771 133.085289 
L 65.581275 128.976126 
L 67.534778 132.31639 
L 69.488282 133.236614 
L 71.441786 130.730756 
L 73.395289 134.362579 
L 75.348793 135.768728 
L 77.302297 138.891095 
L 79.2558 139.660442 
L 81.209304 141.442559 
L 83.162808 143.991552 
L 85.116311 138.024796 
L 87.069815 137.205643 
L 89.023318 139.47095 
L 90.976822 137.763911 
L 92.930326 138.887527 
L 94.883829 139.475837 
L 96.837333 133.989167 
L 98.790837 134.42585 
L 100.74434 138.747005 
L 102.697844 137.442489 
L 104.651348 141.20515 
L 106.604851 137.953359 
L 108.558355 135.32185 
L 110.511858 137.383105 
L 112.465362 130.930298 
L 114.418866 132.960074 
L 116.372369 136.665018 
L 118.325873 135.682552 
L 120.279377 138.455145 
L 122.23288 136.309621 
L 124.186384 134.803682 
L 126.139888 141.824685 
L 128.093391 137.447016 
L 132.000398 127.648503 
L 133.953902 130.660584 
L 135.907406 130.368601 
L 137.860909 130.756429 
L 139.814413 136.321855 
L 141.767917 139.141201 
L 143.72142 138.828076 
L 145.674924 135.779823 
L 147.628428 137.850735 
L 149.581931 136.913431 
L 151.535435 137.203061 
L 153.488938 129.548447 
L 155.442442 133.752376 
L 157.395946 130.826116 
L 159.349449 131.877841 
L 161.302953 127.127707 
L 163.256457 133.518215 
L 165.20996 133.49902 
L 167.163464 130.6987 
L 169.116968 129.557424 
L 171.070471 129.533735 
L 173.023975 133.4805 
L 174.977479 137.96751 
L 176.930982 137.649803 
L 178.884486 140.289261 
L 182.791493 127.721541 
L 184.744997 133.318799 
L 186.6985 135.085667 
L 188.652004 134.340705 
L 190.605508 137.81385 
L 192.559011 133.333145 
L 194.512515 134.405733 
L 196.466019 134.658069 
L 198.419522 129.558391 
L 200.373026 129.074879 
L 202.326529 131.85279 
L 204.280033 129.194096 
L 206.233537 136.632307 
L 210.140544 135.478091 
L 212.094048 133.414014 
L 214.047551 139.384573 
L 216.001055 141.389399 
L 217.954559 132.591309 
L 219.908062 134.590372 
L 221.861566 134.729364 
L 223.815069 131.066089 
L 225.768573 138.846611 
L 227.722077 140.765397 
L 229.67558 138.590054 
L 231.629084 135.307415 
L 233.582588 138.625672 
L 235.536091 140.307122 
L 237.489595 134.796012 
L 241.396602 128.369079 
L 243.350106 132.762111 
L 247.257113 137.589346 
L 249.210617 138.470848 
L 251.16412 130.40077 
L 253.117624 128.199014 
L 255.071128 124.637952 
L 257.024631 129.779212 
L 258.978135 136.369134 
L 260.931639 131.829663 
L 262.885142 141.17354 
L 264.838646 137.516896 
L 266.792149 138.197141 
L 268.745653 136.772413 
L 270.699157 132.880983 
L 272.65266 128.488711 
L 274.606164 132.804295 
L 276.559668 125.769252 
L 278.513171 129.18293 
L 280.466675 130.748515 
L 282.420179 130.540901 
L 284.373682 137.276229 
L 286.327186 141.347356 
L 288.280689 131.719897 
L 290.234193 130.214019 
L 292.187697 130.46967 
L 294.1412 127.843571 
L 296.094704 135.151442 
L 298.048208 138.048345 
L 300.001711 137.859376 
L 301.955215 136.847553 
L 303.908719 128.157455 
L 305.862222 128.899114 
L 307.815726 131.903412 
L 309.76923 132.63357 
L 311.722733 135.154676 
L 313.676237 135.394844 
L 315.62974 130.563942 
L 319.536748 137.329911 
L 321.490251 140.255987 
L 323.443755 133.076715 
L 325.397259 139.493666 
L 327.350762 143.241734 
L 329.304266 133.787482 
L 331.25777 135.130146 
L 333.211273 129.539021 
L 335.164777 125.905569 
L 337.11828 129.12133 
L 339.071784 125.812592 
L 341.025288 128.765381 
L 342.978791 130.718548 
L 344.932295 128.996882 
L 346.885799 129.753204 
L 348.839302 134.011646 
L 350.792806 130.198128 
L 352.74631 134.268178 
L 354.699813 137.745264 
L 356.653317 136.582364 
L 358.60682 133.077034 
L 360.560324 128.51899 
L 362.513828 131.838358 
L 364.467331 136.167636 
L 366.420835 136.713306 
L 368.374339 132.628455 
L 370.327842 132.650347 
L 372.281346 138.050358 
L 372.281346 138.050358 
" 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: 0.135 $\bullet$ mean: 0.076 $\bullet$ $\sigma$: 0.024 -->
    <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-31"/>
     <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-35"/>
     <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-30"/>
     <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-34"/>
    </g>
   </g>
   <g id="text_15">
    <!-- 0.11 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 129.026826)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-31"/>
     <use x="159.033203" xlink:href="#DejaVuSans-31"/>
    </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(#pe7c06fe31f)">
    <image height="933" id="image9e939c14f9" transform="matrix(4 0 0 0.137192 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
iVBORw0KGgoAAAANSUhEUgAAAAEAAAOlCAYAAACscI3sAAAABHNCSVQICAgIfAhkiAAAAERJREFUWIXt17ENABAYROGLyhRERWMhi1jMLGqb0OvFX7zmK19y5Sn2sZ0kAQAAAADcLN9e5msKFlbCNzRz4Y4AAFjmAHbtDWLrIt6RAAAAAElFTkSuQmCC"/>
   </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(#p4f02bc7e0e)">
    <image height="128.16" id="imagee4910b5a19" 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="m4fc51a308b" style="stroke:#262626;"/>
      </defs>
      <g>
       <use style="fill:#262626;stroke:#262626;" x="19.668573" xlink:href="#m4fc51a308b" y="278.112"/>
      </g>
     </g>
     <g id="text_16">
      <!-- 0.00 -->
      <g style="fill:#262626;" transform="translate(14.102166 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="89.608296" xlink:href="#m4fc51a308b" y="278.112"/>
      </g>
     </g>
     <g id="text_17">
      <!-- 72.00 -->
      <g style="fill:#262626;" transform="translate(82.451265 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-37"/>
       <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_33">
     <g id="line2d_13">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="159.54802" xlink:href="#m4fc51a308b" y="278.112"/>
      </g>
     </g>
     <g id="text_18">
      <!-- 144.00 -->
      <g style="fill:#262626;" transform="translate(150.800364 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-31"/>
       <use x="63.623047" xlink:href="#DejaVuSans-34"/>
       <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_34">
     <g id="line2d_14">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="229.487743" xlink:href="#m4fc51a308b" y="278.112"/>
      </g>
     </g>
     <g id="text_19">
      <!-- 216.00 -->
      <g style="fill:#262626;" transform="translate(220.740087 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-32"/>
       <use x="63.623047" xlink:href="#DejaVuSans-31"/>
       <use x="127.246094" xlink:href="#DejaVuSans-36"/>
       <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="299.427467" xlink:href="#m4fc51a308b" y="278.112"/>
      </g>
     </g>
     <g id="text_20">
      <!-- 288.00 -->
      <g style="fill:#262626;" transform="translate(290.679811 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-32"/>
       <use x="63.623047" xlink:href="#DejaVuSans-38"/>
       <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_36">
     <g id="line2d_16">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="369.367191" xlink:href="#m4fc51a308b" y="278.112"/>
      </g>
     </g>
     <g id="text_21">
      <!-- 360.00 -->
      <g style="fill:#262626;" transform="translate(360.619535 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-33"/>
       <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-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="p9dd9d02e88">
   <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
  </clipPath>
  <clipPath id="p91fd5165a8">
   <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
  </clipPath>
  <clipPath id="p4242b1aa90">
   <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
  </clipPath>
  <clipPath id="pf8f2040e02">
   <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
  </clipPath>
  <clipPath id="p8b0262bd86">
   <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
  </clipPath>
  <clipPath id="pe7c06fe31f">
   <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
  </clipPath>
  <clipPath id="p4f02bc7e0e">
   <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
  </clipPath>
 </defs>
</svg>