Sherlock/fmriprep/sub-15/figures/sub-15_task-conditionalstopsignal_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 0 387.224502 309.883863" width="387.224502pt" 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 387.224502 309.883863 
L 387.224502 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(#pdab293fa7c)" d="M 18.697188 14.754243 
L 372.281346 14.754243 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_2">
    <path clip-path="url(#pdab293fa7c)" d="M 18.697188 14.338289 
L 20.717668 15.621481 
L 22.738149 15.095055 
L 24.75863 14.833599 
L 26.779111 15.546416 
L 28.799592 15.695528 
L 30.820073 16.283168 
L 32.840554 16.71869 
L 34.861035 16.261677 
L 36.881516 17.081948 
L 38.901997 16.96059 
L 42.942958 16.891687 
L 44.963439 16.845548 
L 49.004401 15.953776 
L 51.024882 15.905396 
L 53.045363 15.720075 
L 55.065844 15.73576 
L 59.106806 16.287089 
L 61.127287 17.767773 
L 63.147767 15.891493 
L 65.168248 14.78746 
L 67.188729 14.270506 
L 69.20921 14.376841 
L 71.229691 15.091541 
L 73.250172 15.322543 
L 75.270653 15.046777 
L 77.291134 13.93536 
L 79.311615 14.575861 
L 81.332096 14.942887 
L 83.352576 15.544226 
L 85.373057 15.95622 
L 91.4345 14.923688 
L 93.454981 15.440082 
L 95.475462 16.236672 
L 97.495943 14.901993 
L 99.516424 14.897563 
L 101.536905 15.626319 
L 103.557386 16.097745 
L 105.577866 15.374081 
L 109.618828 15.22726 
L 111.639309 15.417623 
L 115.680271 15.317553 
L 117.700752 15.769422 
L 119.721233 15.710042 
L 121.741714 16.242528 
L 123.762195 15.615217 
L 125.782675 15.374336 
L 127.803156 15.939975 
L 129.823637 16.925044 
L 131.844118 14.925878 
L 133.864599 15.001555 
L 135.88508 16.371627 
L 137.905561 14.84134 
L 139.926042 15.994975 
L 141.946523 16.028739 
L 143.967004 14.87485 
L 145.987485 14.77096 
L 148.007965 16.064235 
L 150.028446 15.627541 
L 154.069408 16.194759 
L 156.089889 15.884567 
L 158.11037 15.272228 
L 160.130851 15.960855 
L 162.151332 15.666653 
L 172.253736 16.574263 
L 174.274217 16.498892 
L 176.294698 15.993346 
L 178.315179 16.41196 
L 180.33566 16.038008 
L 182.356141 16.012749 
L 186.397103 14.704094 
L 188.417584 15.739019 
L 190.438064 14.887174 
L 192.458545 15.348007 
L 194.479026 16.013054 
L 196.499507 15.874483 
L 198.519988 16.320802 
L 200.540469 16.307052 
L 202.56095 16.169398 
L 204.581431 15.400257 
L 206.601912 14.792909 
L 208.622393 14.589662 
L 210.642873 14.690496 
L 212.663354 14.111565 
L 214.683835 16.413947 
L 216.704316 15.991563 
L 218.724797 15.894141 
L 220.745278 14.811905 
L 224.78624 16.237334 
L 226.806721 17.301848 
L 228.827202 16.611337 
L 230.847683 17.239667 
L 232.868163 17.058471 
L 234.888644 15.329571 
L 236.909125 15.635792 
L 238.929606 16.464465 
L 240.950087 16.427035 
L 242.970568 16.208662 
L 244.991049 15.636606 
L 247.01153 16.267992 
L 249.032011 16.247977 
L 251.052492 16.843409 
L 253.072973 15.697412 
L 255.093453 15.299474 
L 259.134415 15.996809 
L 261.154896 16.067036 
L 263.175377 15.841738 
L 265.195858 15.759135 
L 267.216339 16.066527 
L 269.23682 15.411206 
L 271.257301 16.308071 
L 273.277782 16.271709 
L 275.298262 16.12056 
L 277.318743 15.509087 
L 279.339224 15.429132 
L 285.400667 16.157329 
L 287.421148 15.534906 
L 289.441629 15.759339 
L 291.46211 15.841585 
L 293.482591 15.421392 
L 295.503072 15.17119 
L 297.523552 15.601416 
L 299.544033 15.737695 
L 301.564514 15.399239 
L 303.584995 15.852432 
L 305.605476 15.4933 
L 307.625957 15.761325 
L 309.646438 15.746913 
L 313.6874 15.87759 
L 315.707881 16.62906 
L 317.728361 16.538309 
L 319.748842 16.105638 
L 321.769323 16.666694 
L 323.789804 16.694856 
L 325.810285 18.154304 
L 327.830766 16.649634 
L 329.851247 18.367839 
L 333.892209 17.657467 
L 335.91269 16.725412 
L 337.933171 18.204416 
L 339.953651 17.906904 
L 341.974132 16.952187 
L 343.994613 17.02104 
L 346.015094 18.373288 
L 348.035575 18.861723 
L 352.076537 17.537382 
L 354.097018 18.104244 
L 356.117499 17.529336 
L 358.13798 17.816815 
L 360.15846 17.851343 
L 362.178941 19.751966 
L 364.199422 19.217596 
L 366.219903 18.316199 
L 368.240384 18.116466 
L 370.260865 17.16618 
L 372.281346 33.28896 
L 372.281346 33.28896 
" 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: 579.577 $\bullet$ mean: 576.913 $\bullet$ $\sigma$: 1.956 -->
    <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 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 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 10.6875 12.40625 
L 21 12.40625 
L 21 0 
L 10.6875 0 
z
" id="DejaVuSans-2e"/>
     <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 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 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 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 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(346.863281 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(410.486328 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(474.109375 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(505.896484 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(569.410156 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(633.017578 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(696.640625 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(728.427734 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(791.025391 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(822.8125 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(920.224609 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(981.748047 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(1043.027344 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(1106.40625 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1140.097656 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1171.884766 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1235.398438 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1299.021484 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1362.644531 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.431641 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1458.054688 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1521.677734 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(1585.300781 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1617.087891 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1679.685547 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1711.472656 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1774.851562 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1808.542969 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1840.330078 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1903.953125 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1935.740234 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1999.363281 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(2062.986328 0.78125)" xlink:href="#DejaVuSans-36"/>
    </g>
   </g>
   <g id="text_3">
    <!-- 578.60 -->
    <defs>
     <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 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"/>
    </defs>
    <g style="fill:#d3d3d3;" transform="translate(7.2 15.582056)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-35"/>
     <use x="63.623047" xlink:href="#DejaVuSans-37"/>
     <use x="127.246094" xlink:href="#DejaVuSans-38"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-36"/>
     <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(#p782145e416)" d="M 18.697188 50.153153 
L 372.281346 50.153153 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_4">
    <path clip-path="url(#p782145e416)" d="M 18.697188 41.611008 
L 20.717668 52.592147 
L 22.738149 53.316394 
L 24.75863 51.386708 
L 26.779111 51.157122 
L 28.799592 52.06819 
L 30.820073 55.87082 
L 32.840554 56.403904 
L 34.861035 59.185299 
L 36.881516 57.910735 
L 38.901997 52.948111 
L 40.922477 54.1427 
L 42.942958 60.289445 
L 44.963439 53.159571 
L 46.98392 55.089576 
L 49.004401 56.558238 
L 51.024882 53.341159 
L 53.045363 52.516002 
L 55.065844 53.544704 
L 57.086325 57.816718 
L 59.106806 53.482472 
L 61.127287 59.231191 
L 63.147767 54.218335 
L 65.168248 55.623234 
L 67.188729 48.999765 
L 69.20921 50.051891 
L 71.229691 54.218718 
L 73.250172 51.449195 
L 75.270653 54.023599 
L 77.291134 52.195462 
L 79.311615 52.434048 
L 81.332096 53.737844 
L 83.352576 49.871005 
L 85.373057 53.820054 
L 87.393538 55.752293 
L 89.414019 54.36852 
L 91.4345 54.220952 
L 93.454981 51.889411 
L 95.475462 54.23576 
L 97.495943 56.128554 
L 99.516424 51.783138 
L 101.536905 52.107699 
L 103.557386 59.978479 
L 105.577866 53.43658 
L 107.598347 50.700183 
L 109.618828 53.009385 
L 111.639309 50.708864 
L 113.65979 54.01211 
L 115.680271 52.137124 
L 117.700752 54.018875 
L 119.721233 51.319434 
L 121.741714 52.454153 
L 123.762195 56.061854 
L 125.782675 52.990237 
L 127.803156 53.282502 
L 129.823637 59.579687 
L 131.844118 54.924965 
L 133.864599 55.217932 
L 135.88508 52.989216 
L 137.905561 51.270032 
L 139.926042 52.75497 
L 141.946523 57.955925 
L 143.967004 55.978049 
L 145.987485 52.96943 
L 148.007965 53.580191 
L 150.028446 55.982134 
L 152.048927 55.890798 
L 154.069408 52.659549 
L 156.089889 56.195572 
L 158.11037 51.424047 
L 160.130851 53.093382 
L 162.151332 54.255036 
L 164.171813 47.906534 
L 166.192294 53.812714 
L 168.212774 55.540004 
L 170.233255 52.948558 
L 172.253736 57.824121 
L 174.274217 57.832866 
L 176.294698 52.67825 
L 178.315179 55.892202 
L 180.33566 55.775526 
L 182.356141 51.747651 
L 184.376622 54.022641 
L 186.397103 50.58938 
L 188.417584 53.90788 
L 190.438064 54.860628 
L 192.458545 51.637421 
L 194.479026 50.740139 
L 198.519988 53.391965 
L 200.540469 54.190187 
L 202.56095 55.932221 
L 204.581431 53.541193 
L 206.601912 52.852243 
L 208.622393 51.264224 
L 210.642873 51.217949 
L 212.663354 49.711693 
L 214.683835 52.347626 
L 216.704316 58.967329 
L 218.724797 52.430537 
L 220.745278 50.786733 
L 222.765759 52.366774 
L 224.78624 48.873515 
L 226.806721 57.025836 
L 228.827202 53.28614 
L 230.847683 53.655061 
L 232.868163 58.628088 
L 234.888644 49.113569 
L 236.909125 53.21727 
L 238.929606 54.774525 
L 240.950087 52.313095 
L 242.970568 56.679701 
L 244.991049 52.86086 
L 247.01153 54.491579 
L 249.032011 51.621656 
L 251.052492 53.513875 
L 253.072973 53.437346 
L 255.093453 53.477685 
L 257.113934 53.185867 
L 259.134415 53.640189 
L 261.154896 50.059806 
L 263.175377 54.601362 
L 265.195858 52.617359 
L 267.216339 51.050148 
L 269.23682 51.76048 
L 271.257301 53.763758 
L 273.277782 54.563193 
L 275.298262 53.433963 
L 277.318743 53.801225 
L 279.339224 50.532637 
L 281.359705 51.749438 
L 283.380186 50.582167 
L 285.400667 52.566617 
L 287.421148 52.755992 
L 289.441629 52.097168 
L 291.46211 54.355117 
L 293.482591 51.780841 
L 295.503072 53.329223 
L 297.523552 51.161781 
L 299.544033 54.417476 
L 301.564514 53.042767 
L 303.584995 55.910265 
L 305.605476 51.01032 
L 307.625957 52.970068 
L 309.646438 53.41322 
L 311.666919 51.724162 
L 313.6874 53.142784 
L 315.707881 52.35771 
L 317.728361 58.07075 
L 319.748842 52.548362 
L 321.769323 53.712122 
L 323.789804 54.384158 
L 325.810285 56.36899 
L 327.830766 51.482704 
L 329.851247 53.428602 
L 331.871728 55.865075 
L 333.892209 54.06949 
L 335.91269 52.970387 
L 337.933171 52.81733 
L 339.953651 53.077489 
L 341.974132 52.316095 
L 343.994613 52.316606 
L 346.015094 50.892878 
L 348.035575 50.184269 
L 350.056056 52.881093 
L 352.076537 50.315178 
L 354.097018 54.726208 
L 356.117499 53.648869 
L 358.13798 53.354371 
L 360.15846 50.584018 
L 362.178941 54.115127 
L 364.199422 56.403329 
L 366.219903 52.988514 
L 368.240384 54.123743 
L 370.260865 53.979813 
L 372.281346 60.964608 
L 372.281346 60.964608 
" 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: 706.127 $\bullet$ mean: 694.762 $\bullet$ $\sigma$: 2.378 -->
    <defs>
     <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"/>
    </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-37"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-36"/>
     <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-32"/>
     <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-39"/>
     <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.666016 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1458.289062 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1521.912109 0.78125)" xlink:href="#DejaVuSans-32"/>
     <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-32"/>
     <use transform="translate(1904.1875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1935.974609 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(1999.597656 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(2063.220703 0.78125)" xlink:href="#DejaVuSans-38"/>
    </g>
   </g>
   <g id="text_6">
    <!-- 697.96 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 50.980966)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-37"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-39"/>
     <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(#p48f7c11062)" d="M 18.697188 69.655183 
L 372.281346 69.655183 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_6">
    <path clip-path="url(#p48f7c11062)" d="M 18.697188 72.322405 
L 20.717668 72.55809 
L 22.738149 71.73492 
L 24.75863 72.109906 
L 28.799592 72.494307 
L 30.820073 71.789429 
L 32.840554 71.56775 
L 34.861035 71.508888 
L 36.881516 72.119984 
L 40.922477 71.86542 
L 42.942958 72.236857 
L 44.963439 72.12694 
L 46.98392 71.882785 
L 49.004401 70.729344 
L 51.024882 70.503501 
L 53.045363 71.150464 
L 55.065844 71.009933 
L 59.106806 71.29478 
L 61.127287 72.038836 
L 63.147767 71.14805 
L 65.168248 70.458976 
L 67.188729 70.629932 
L 69.20921 69.917814 
L 71.229691 70.926135 
L 73.250172 71.08952 
L 75.270653 70.344375 
L 77.291134 70.270324 
L 79.311615 70.320385 
L 81.332096 70.596148 
L 83.352576 71.187607 
L 85.373057 70.807654 
L 87.393538 70.749549 
L 89.414019 71.286452 
L 91.4345 70.709329 
L 93.454981 71.008655 
L 95.475462 71.031982 
L 97.495943 70.656051 
L 99.516424 70.593119 
L 101.536905 71.019917 
L 103.557386 70.515094 
L 105.577866 71.015043 
L 109.618828 70.347309 
L 111.639309 70.343192 
L 113.65979 70.132396 
L 115.680271 70.506009 
L 117.700752 70.590422 
L 119.721233 70.361598 
L 121.741714 70.785273 
L 123.762195 70.347403 
L 127.803156 69.904093 
L 129.823637 70.851469 
L 131.844118 70.65941 
L 133.864599 69.552718 
L 135.88508 71.168255 
L 139.926042 71.322271 
L 141.946523 70.954714 
L 143.967004 71.021336 
L 145.987485 70.798521 
L 148.007965 70.197551 
L 150.028446 70.652218 
L 152.048927 70.806139 
L 154.069408 70.799231 
L 156.089889 69.899645 
L 158.11037 70.375888 
L 160.130851 70.416249 
L 162.151332 70.329565 
L 164.171813 70.024892 
L 166.192294 70.27023 
L 168.212774 70.636367 
L 174.274217 70.670246 
L 178.315179 70.124825 
L 180.33566 70.701759 
L 182.356141 70.866232 
L 184.376622 70.596573 
L 188.417584 70.437684 
L 192.458545 69.809128 
L 194.479026 70.042967 
L 196.499507 70.821612 
L 198.519988 70.987031 
L 200.540469 70.637739 
L 204.581431 70.542443 
L 206.601912 69.989878 
L 208.622393 70.24941 
L 210.642873 69.686625 
L 214.683835 70.20621 
L 216.704316 70.000666 
L 218.724797 70.174082 
L 220.745278 69.768388 
L 222.765759 69.681136 
L 224.78624 70.499953 
L 226.806721 70.557017 
L 230.847683 71.098131 
L 232.868163 70.094164 
L 234.888644 69.837612 
L 236.909125 69.719841 
L 238.929606 70.173325 
L 240.950087 70.361362 
L 242.970568 70.133437 
L 244.991049 70.414357 
L 247.01153 70.229963 
L 249.032011 70.474449 
L 251.052492 70.518028 
L 253.072973 70.318351 
L 255.093453 69.792898 
L 257.113934 69.543586 
L 259.134415 69.973696 
L 261.154896 69.845041 
L 265.195858 69.823275 
L 267.216339 69.715961 
L 269.23682 70.167647 
L 271.257301 70.139257 
L 273.277782 70.526024 
L 275.298262 69.577323 
L 277.318743 69.365628 
L 279.339224 69.532467 
L 281.359705 69.898935 
L 283.380186 69.524896 
L 287.421148 70.201526 
L 291.46211 70.186574 
L 293.482591 70.458692 
L 295.503072 70.011833 
L 297.523552 70.317878 
L 299.544033 69.546567 
L 301.564514 70.062746 
L 303.584995 69.799191 
L 305.605476 70.132112 
L 307.625957 69.826162 
L 309.646438 70.172047 
L 311.666919 69.379066 
L 313.6874 69.286656 
L 315.707881 69.717144 
L 327.830766 71.286689 
L 329.851247 71.760282 
L 333.892209 71.872139 
L 335.91269 71.001085 
L 337.933171 71.31858 
L 339.953651 71.060136 
L 341.974132 71.540874 
L 343.994613 71.506144 
L 346.015094 72.495206 
L 348.035575 71.385013 
L 350.056056 71.563918 
L 352.076537 71.522184 
L 354.097018 71.922768 
L 356.117499 71.794445 
L 358.13798 71.135559 
L 360.15846 71.212117 
L 362.178941 71.666784 
L 364.199422 71.959864 
L 368.240384 71.553508 
L 370.260865 71.016557 
L 372.281346 88.640256 
L 372.281346 88.640256 
" 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: 661.001 $\bullet$ mean: 659.079 $\bullet$ $\sigma$: 1.981 -->
    <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-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-30"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-31"/>
     <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-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-30"/>
     <use transform="translate(1458.320312 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1521.943359 0.78125)" xlink:href="#DejaVuSans-39"/>
     <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-31"/>
     <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-38"/>
     <use transform="translate(2063.251953 0.78125)" xlink:href="#DejaVuSans-31"/>
    </g>
   </g>
   <g id="text_9">
    <!-- 660.53 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 70.482995)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-36"/>
     <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-35"/>
     <use x="286.279297" xlink:href="#DejaVuSans-33"/>
    </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(#p7fa31437b8)" d="M 18.697188 115.20719 
L 372.281346 115.20719 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_8">
    <path clip-path="url(#p7fa31437b8)" d="M 20.717668 115.408025 
L 22.738149 115.672808 
L 24.75863 116.070769 
L 26.779111 116.315904 
L 28.799592 115.818115 
L 30.820073 116.004497 
L 34.861035 115.893936 
L 36.881516 116.09005 
L 38.901997 114.548534 
L 40.922477 114.554393 
L 42.942958 115.479688 
L 44.963439 115.585486 
L 46.98392 115.495262 
L 49.004401 115.81487 
L 51.024882 115.517928 
L 53.045363 115.963293 
L 57.086325 115.602292 
L 59.106806 115.731903 
L 63.147767 115.571626 
L 65.168248 115.28197 
L 67.188729 115.300837 
L 71.229691 115.815559 
L 73.250172 115.618561 
L 75.270653 115.697907 
L 77.291134 115.582059 
L 79.311615 115.893588 
L 81.332096 115.773137 
L 85.373057 115.784558 
L 87.393538 115.927889 
L 89.414019 115.891198 
L 91.4345 115.498963 
L 95.475462 115.886369 
L 97.495943 115.816218 
L 99.516424 115.466876 
L 101.536905 115.726561 
L 103.557386 115.231046 
L 105.577866 115.727372 
L 107.598347 115.773497 
L 109.618828 115.59642 
L 111.639309 115.80054 
L 115.680271 115.620433 
L 117.700752 115.79265 
L 119.721233 115.271085 
L 121.741714 115.660521 
L 123.762195 115.837915 
L 125.782675 115.363907 
L 127.803156 115.542307 
L 129.823637 115.594127 
L 131.844118 115.338308 
L 133.864599 115.447016 
L 135.88508 115.753062 
L 137.905561 115.011412 
L 139.926042 115.566101 
L 141.946523 115.887729 
L 143.967004 115.482292 
L 145.987485 115.839665 
L 148.007965 115.456473 
L 152.048927 115.736958 
L 154.069408 115.731568 
L 158.11037 115.391457 
L 160.130851 115.626616 
L 162.151332 115.508299 
L 164.171813 115.741343 
L 166.192294 115.789327 
L 168.212774 115.519379 
L 170.233255 115.913614 
L 174.274217 115.596938 
L 176.294698 115.732683 
L 178.315179 115.629056 
L 180.33566 115.972452 
L 182.356141 116.123516 
L 184.376622 115.953592 
L 186.397103 115.614811 
L 188.417584 115.9495 
L 192.458545 115.426453 
L 194.479026 115.437338 
L 198.519988 115.853836 
L 200.540469 115.886021 
L 202.56095 115.667911 
L 204.581431 115.578529 
L 208.622393 115.832165 
L 210.642873 115.680827 
L 212.663354 115.673321 
L 214.683835 116.002326 
L 216.704316 115.507775 
L 218.724797 115.396982 
L 220.745278 115.16736 
L 222.765759 115.601151 
L 224.78624 115.859922 
L 226.806721 115.519556 
L 230.847683 115.825115 
L 232.868163 115.538807 
L 234.888644 115.492018 
L 238.929606 115.631757 
L 240.950087 115.699925 
L 242.970568 115.559601 
L 247.01153 115.685711 
L 249.032011 115.392872 
L 251.052492 115.796925 
L 253.072973 115.765045 
L 255.093453 115.581809 
L 257.113934 115.85669 
L 259.134415 115.678565 
L 263.175377 116.023986 
L 265.195858 115.764892 
L 267.216339 115.364682 
L 269.23682 115.50086 
L 271.257301 116.037005 
L 273.277782 115.473108 
L 275.298262 115.730994 
L 277.318743 115.578431 
L 279.339224 115.754105 
L 281.359705 115.581955 
L 283.380186 115.662466 
L 285.400667 115.563875 
L 287.421148 115.331735 
L 289.441629 115.352937 
L 291.46211 115.672192 
L 293.482591 115.613481 
L 295.503072 115.28747 
L 297.523552 115.696267 
L 299.544033 115.719932 
L 301.564514 115.463462 
L 303.584995 115.772917 
L 305.605476 115.627683 
L 307.625957 115.760258 
L 311.666919 115.711962 
L 313.6874 115.243511 
L 315.707881 115.443625 
L 319.748842 115.542326 
L 321.769323 115.497988 
L 323.789804 114.828823 
L 325.810285 112.217328 
L 327.830766 112.656102 
L 329.851247 114.411965 
L 331.871728 115.224259 
L 333.892209 115.647154 
L 335.91269 115.49789 
L 339.953651 115.890198 
L 341.974132 115.379993 
L 343.994613 115.72736 
L 348.035575 115.914992 
L 350.056056 115.588511 
L 352.076537 115.633696 
L 354.097018 115.817621 
L 360.15846 115.536965 
L 362.178941 116.301178 
L 364.199422 115.437216 
L 366.219903 115.752374 
L 368.240384 115.947432 
L 370.260865 115.484725 
L 372.281346 96.962304 
L 372.281346 96.962304 
" 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: 4.130 $\bullet$ mean: 1.091 $\bullet$ $\sigma$: 0.241 -->
    <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-34"/>
     <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-30"/>
     <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-30"/>
     <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-31"/>
     <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(1681.513672 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1745.136719 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(1808.759766 0.78125)" xlink:href="#DejaVuSans-31"/>
    </g>
   </g>
   <g id="text_12">
    <!-- 1.14 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 116.035002)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-34"/>
    </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(#p86961e6355)" d="M 18.697188 143.427102 
L 372.281346 143.427102 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_10">
    <path clip-path="url(#p86961e6355)" d="M 20.717668 143.600436 
L 22.738149 143.665037 
L 24.75863 143.579275 
L 26.779111 143.778331 
L 28.799592 143.812403 
L 30.820073 143.991552 
L 32.840554 143.751492 
L 36.881516 143.830506 
L 38.901997 143.595416 
L 40.922477 143.631244 
L 42.942958 143.926012 
L 44.963439 143.476411 
L 46.98392 143.741254 
L 49.004401 143.801735 
L 51.024882 143.675089 
L 55.065844 143.823426 
L 57.086325 143.888953 
L 59.106806 143.752247 
L 61.127287 143.822911 
L 63.147767 143.646903 
L 65.168248 143.893962 
L 67.188729 143.537411 
L 71.229691 143.833174 
L 73.250172 143.758079 
L 75.270653 143.872654 
L 77.291134 143.623524 
L 79.311615 143.693109 
L 81.332096 143.919438 
L 83.352576 143.962082 
L 87.393538 143.644341 
L 89.414019 143.772523 
L 91.4345 143.643506 
L 97.495943 143.752452 
L 99.516424 143.495817 
L 103.557386 143.830578 
L 105.577866 143.653788 
L 107.598347 143.945495 
L 113.65979 143.885018 
L 115.680271 143.628558 
L 121.741714 143.866406 
L 123.762195 143.866875 
L 125.782675 143.580928 
L 127.803156 143.566976 
L 129.823637 143.878659 
L 131.844118 143.843458 
L 133.864599 143.264831 
L 135.88508 143.702066 
L 137.905561 143.579851 
L 139.926042 143.871569 
L 141.946523 143.617709 
L 143.967004 143.497377 
L 145.987485 143.863605 
L 156.089889 143.639846 
L 158.11037 143.782738 
L 160.130851 143.716189 
L 164.171813 143.876022 
L 168.212774 143.59157 
L 174.274217 143.857554 
L 176.294698 143.71629 
L 178.315179 143.875841 
L 186.397103 143.73223 
L 188.417584 143.880838 
L 196.499507 143.83866 
L 198.519988 143.831348 
L 200.540469 143.683588 
L 204.581431 143.841181 
L 206.601912 143.952156 
L 208.622393 143.860324 
L 210.642873 143.915712 
L 212.663354 143.666887 
L 226.806721 143.745106 
L 230.847683 143.339234 
L 232.868163 143.854556 
L 236.909125 143.712719 
L 238.929606 143.898247 
L 242.970568 143.729566 
L 247.01153 143.938256 
L 249.032011 143.781545 
L 255.093453 143.878637 
L 259.134415 143.81978 
L 265.195858 143.886268 
L 267.216339 143.462065 
L 269.23682 143.598129 
L 271.257301 143.870894 
L 273.277782 143.68449 
L 275.298262 143.835284 
L 277.318743 143.568782 
L 281.359705 143.721976 
L 283.380186 143.848592 
L 285.400667 143.740097 
L 287.421148 143.841422 
L 289.441629 143.482693 
L 291.46211 143.828575 
L 293.482591 143.489647 
L 295.503072 143.865971 
L 297.523552 143.759444 
L 299.544033 143.860098 
L 301.564514 143.766189 
L 303.584995 143.902036 
L 305.605476 143.576369 
L 307.625957 143.945629 
L 309.646438 143.707707 
L 313.6874 143.549873 
L 317.728361 143.853407 
L 319.748842 143.813522 
L 321.769323 143.506572 
L 323.789804 143.323129 
L 325.810285 141.699501 
L 327.830766 141.651532 
L 329.851247 142.440707 
L 331.871728 143.523126 
L 333.892209 143.787441 
L 335.91269 143.340426 
L 337.933171 143.56461 
L 339.953651 143.588611 
L 341.974132 143.480231 
L 343.994613 143.580697 
L 348.035575 143.5688 
L 350.056056 143.809474 
L 354.097018 143.596691 
L 356.117499 143.43636 
L 358.13798 143.679617 
L 362.178941 143.405499 
L 364.199422 143.625822 
L 366.219903 143.627437 
L 368.240384 143.873666 
L 370.260865 143.665589 
L 372.281346 124.637952 
L 372.281346 124.637952 
" 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: 4.452 $\bullet$ mean: 0.114 $\bullet$ $\sigma$: 0.335 -->
    <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-34"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-35"/>
     <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-30"/>
     <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-31"/>
     <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-34"/>
     <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-33"/>
     <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-35"/>
    </g>
   </g>
   <g id="text_15">
    <!-- 0.15 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 144.254914)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-35"/>
    </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(#pbc865de4f3)">
    <image height="937" id="imagef03fcc4ae7" transform="matrix(4 0 0 0.136606 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
iVBORw0KGgoAAAANSUhEUgAAAAEAAAOpCAYAAADbsk2XAAAABHNCSVQICAgIfAhkiAAAAERJREFUWIXt17ENABAABdEflSmIisZCFrGYWdQ2YQWNhLjm1deefG3TSBIAAAAAwBmGLTdk7JKDuyED3kA9Jo4KAD5jAUuwDWqnce5vAAAAAElFTkSuQmCC"/>
   </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(#p1ef2611659)">
    <image height="128.16" id="imageb620682619" 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="mf11e1fe1f1" style="stroke:#262626;"/>
      </defs>
      <g>
       <use style="fill:#262626;stroke:#262626;" x="19.701688" xlink:href="#mf11e1fe1f1" y="278.112"/>
      </g>
     </g>
     <g id="text_16">
      <!-- 0.00 -->
      <g style="fill:#262626;" transform="translate(14.135282 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="90.016719" xlink:href="#mf11e1fe1f1" y="278.112"/>
      </g>
     </g>
     <g id="text_17">
      <!-- 70.00 -->
      <g style="fill:#262626;" transform="translate(82.859688 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-37"/>
       <use x="63.623047" xlink:href="#DejaVuSans-30"/>
       <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="160.331751" xlink:href="#mf11e1fe1f1" y="278.112"/>
      </g>
     </g>
     <g id="text_18">
      <!-- 140.00 -->
      <g style="fill:#262626;" transform="translate(151.584095 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-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="xtick_34">
     <g id="line2d_14">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="230.646782" xlink:href="#mf11e1fe1f1" y="278.112"/>
      </g>
     </g>
     <g id="text_19">
      <!-- 210.00 -->
      <g style="fill:#262626;" transform="translate(221.899126 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-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="xtick_35">
     <g id="line2d_15">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="300.961814" xlink:href="#mf11e1fe1f1" y="278.112"/>
      </g>
     </g>
     <g id="text_20">
      <!-- 280.00 -->
      <g style="fill:#262626;" transform="translate(292.214158 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-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="xtick_36">
     <g id="line2d_16">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="371.276845" xlink:href="#mf11e1fe1f1" y="278.112"/>
      </g>
     </g>
     <g id="text_21">
      <!-- 350.00 -->
      <g style="fill:#262626;" transform="translate(362.529189 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-33"/>
       <use x="63.623047" xlink:href="#DejaVuSans-35"/>
       <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="pdab293fa7c">
   <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
  </clipPath>
  <clipPath id="p782145e416">
   <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
  </clipPath>
  <clipPath id="p48f7c11062">
   <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
  </clipPath>
  <clipPath id="p7fa31437b8">
   <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
  </clipPath>
  <clipPath id="p86961e6355">
   <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
  </clipPath>
  <clipPath id="pbc865de4f3">
   <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
  </clipPath>
  <clipPath id="p1ef2611659">
   <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
  </clipPath>
 </defs>
</svg>