highspeed-fmriprep/fmriprep/sub-25/figures/sub-25_ses-01_task-rest_rec-prenorm_run-post_carpetplot.svg

<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
  "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
<!-- Created with matplotlib (http://matplotlib.org/) -->
<svg height="309.883863pt" version="1.1" viewBox="0 0 384.435181 309.883863" width="384.435181pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
 <defs>
  <style type="text/css">
*{stroke-linecap:butt;stroke-linejoin:round;}
  </style>
 </defs>
 <g id="figure_1">
  <g id="patch_1">
   <path d="M 0 309.883863 
L 384.435181 309.883863 
L 384.435181 0 
L 0 0 
z
" style="fill:#ffffff;"/>
  </g>
  <g id="axes_1">
   <g id="patch_2">
    <path d="M 18.697188 37.546752 
L 372.281346 37.546752 
L 372.281346 12 
L 18.697188 12 
z
" style="fill:#ffffff;"/>
   </g>
   <g id="matplotlib.axis_1">
    <g id="xtick_1"/>
    <g id="xtick_2"/>
    <g id="xtick_3"/>
    <g id="xtick_4"/>
    <g id="xtick_5"/>
    <g id="xtick_6"/>
   </g>
   <g id="matplotlib.axis_2"/>
   <g id="line2d_1">
    <path clip-path="url(#p2351d383db)" d="M 18.697188 23.34438 
L 372.281346 23.34438 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_2">
    <path clip-path="url(#p2351d383db)" d="M 18.697188 23.603642 
L 20.221257 24.033187 
L 21.745327 24.299795 
L 23.269396 24.072055 
L 26.317536 23.961527 
L 35.461954 24.014508 
L 52.22672 23.984224 
L 67.467416 23.711435 
L 72.039625 23.93146 
L 75.087764 24.009232 
L 76.611834 23.94302 
L 79.659973 23.558468 
L 88.804391 23.85544 
L 90.328461 23.734875 
L 91.852531 23.729988 
L 93.3766 23.448191 
L 96.42474 23.829574 
L 97.948809 23.797321 
L 99.472879 23.912438 
L 104.045088 23.533185 
L 107.093227 23.868465 
L 110.141366 23.963141 
L 113.189506 23.764702 
L 116.237645 23.741136 
L 117.761715 23.957899 
L 125.382063 24.08587 
L 126.906133 23.773789 
L 128.430202 23.637566 
L 134.526481 23.804531 
L 140.622759 23.703206 
L 142.146829 23.775563 
L 143.670899 23.591842 
L 146.719038 24.103507 
L 149.767177 24.004814 
L 152.815317 23.695343 
L 154.339386 23.833568 
L 157.387525 23.814832 
L 158.911595 23.995852 
L 168.056013 23.60711 
L 172.628222 23.55983 
L 178.724501 23.71496 
L 183.29671 23.596878 
L 187.868918 23.72082 
L 192.441127 23.257363 
L 198.537406 23.607087 
L 201.585545 23.462246 
L 204.633685 23.545202 
L 209.205894 23.668881 
L 210.729963 23.443361 
L 215.302172 23.471162 
L 216.826242 23.608736 
L 218.350311 23.572294 
L 219.874381 23.710496 
L 225.97066 23.53782 
L 230.542869 23.351673 
L 235.115078 23.73911 
L 242.735426 23.719344 
L 250.355774 23.752798 
L 253.403913 23.651667 
L 254.927983 23.734692 
L 257.976122 23.705083 
L 261.024262 23.667507 
L 268.64461 23.57654 
L 270.168679 23.733479 
L 271.692749 23.771489 
L 279.313097 23.447116 
L 285.409376 23.726245 
L 289.981585 23.383067 
L 293.029724 23.375124 
L 297.601933 23.599018 
L 300.650072 23.600174 
L 303.698212 23.700745 
L 309.79449 23.534135 
L 312.84263 23.541963 
L 317.414839 23.326092 
L 329.607396 23.33803 
L 332.655535 23.564637 
L 335.703674 23.559646 
L 337.227744 23.44501 
L 343.324023 23.691898 
L 347.896232 23.113746 
L 349.420301 23.219353 
L 353.99251 23.829379 
L 358.564719 23.582068 
L 363.136928 23.049549 
L 364.660998 23.155854 
L 366.185067 23.412184 
L 370.757276 23.702061 
L 372.281346 23.63229 
L 372.281346 23.63229 
" 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: 589.244 $\bullet$ mean: 585.860 $\bullet$ $\sigma$: 1.142 -->
    <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 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 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 19.1875 8.296875 
L 53.609375 8.296875 
L 53.609375 0 
L 7.328125 0 
L 7.328125 8.296875 
Q 12.9375 14.109375 22.625 23.890625 
Q 32.328125 33.6875 34.8125 36.53125 
Q 39.546875 41.84375 41.421875 45.53125 
Q 43.3125 49.21875 43.3125 52.78125 
Q 43.3125 58.59375 39.234375 62.25 
Q 35.15625 65.921875 28.609375 65.921875 
Q 23.96875 65.921875 18.8125 64.3125 
Q 13.671875 62.703125 7.8125 59.421875 
L 7.8125 69.390625 
Q 13.765625 71.78125 18.9375 73 
Q 24.125 74.21875 28.421875 74.21875 
Q 39.75 74.21875 46.484375 68.546875 
Q 53.21875 62.890625 53.21875 53.421875 
Q 53.21875 48.921875 51.53125 44.890625 
Q 49.859375 40.875 45.40625 35.40625 
Q 44.1875 33.984375 37.640625 27.21875 
Q 31.109375 20.453125 19.1875 8.296875 
z
" id="DejaVuSans-32"/>
     <path d="M 37.796875 64.3125 
L 12.890625 25.390625 
L 37.796875 25.390625 
z
M 35.203125 72.90625 
L 47.609375 72.90625 
L 47.609375 25.390625 
L 58.015625 25.390625 
L 58.015625 17.1875 
L 47.609375 17.1875 
L 47.609375 0 
L 37.796875 0 
L 37.796875 17.1875 
L 4.890625 17.1875 
L 4.890625 26.703125 
z
" id="DejaVuSans-34"/>
     <path d="M 16.734375 31.203125 
Q 16.734375 37.265625 20.953125 41.4375 
Q 25.1875 45.609375 31.34375 45.609375 
Q 37.390625 45.609375 41.5625 41.4375 
Q 45.75 37.265625 45.75 31.203125 
Q 45.75 25.109375 41.546875 20.90625 
Q 37.34375 16.703125 31.25 16.703125 
Q 25.140625 16.703125 20.9375 20.90625 
Q 16.734375 25.109375 16.734375 31.203125 
z
" id="DejaVuSans-2219"/>
     <path d="M 56.203125 29.59375 
L 56.203125 25.203125 
L 14.890625 25.203125 
Q 15.484375 15.921875 20.484375 11.0625 
Q 25.484375 6.203125 34.421875 6.203125 
Q 39.59375 6.203125 44.453125 7.46875 
Q 49.3125 8.734375 54.109375 11.28125 
L 54.109375 2.78125 
Q 49.265625 0.734375 44.1875 -0.34375 
Q 39.109375 -1.421875 33.890625 -1.421875 
Q 20.796875 -1.421875 13.15625 6.1875 
Q 5.515625 13.8125 5.515625 26.8125 
Q 5.515625 40.234375 12.765625 48.109375 
Q 20.015625 56 32.328125 56 
Q 43.359375 56 49.78125 48.890625 
Q 56.203125 41.796875 56.203125 29.59375 
z
M 47.21875 32.234375 
Q 47.125 39.59375 43.09375 43.984375 
Q 39.0625 48.390625 32.421875 48.390625 
Q 24.90625 48.390625 20.390625 44.140625 
Q 15.875 39.890625 15.1875 32.171875 
z
" id="DejaVuSans-65"/>
     <path d="M 54.890625 33.015625 
L 54.890625 0 
L 45.90625 0 
L 45.90625 32.71875 
Q 45.90625 40.484375 42.875 44.328125 
Q 39.84375 48.1875 33.796875 48.1875 
Q 26.515625 48.1875 22.3125 43.546875 
Q 18.109375 38.921875 18.109375 30.90625 
L 18.109375 0 
L 9.078125 0 
L 9.078125 54.6875 
L 18.109375 54.6875 
L 18.109375 46.1875 
Q 21.34375 51.125 25.703125 53.5625 
Q 30.078125 56 35.796875 56 
Q 45.21875 56 50.046875 50.171875 
Q 54.890625 44.34375 54.890625 33.015625 
z
" id="DejaVuSans-6e"/>
     <path d="M 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 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 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 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"/>
    </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-38"/>
     <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-39"/>
     <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-34"/>
     <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-38"/>
     <use transform="translate(1299.287109 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1362.910156 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.666016 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(1458.289062 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1521.912109 0.78125)" xlink:href="#DejaVuSans-30"/>
     <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-31"/>
     <use transform="translate(1904.1875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1935.974609 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1999.597656 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(2063.220703 0.78125)" xlink:href="#DejaVuSans-32"/>
    </g>
   </g>
   <g id="text_3">
    <!-- 587.67 -->
    <defs>
     <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:#d3d3d3;" transform="translate(7.2 24.172192)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-35"/>
     <use x="63.623047" xlink:href="#DejaVuSans-38"/>
     <use x="127.246094" xlink:href="#DejaVuSans-37"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-36"/>
     <use x="286.279297" xlink:href="#DejaVuSans-37"/>
    </g>
   </g>
  </g>
  <g id="axes_2">
   <g id="patch_5">
    <path d="M 18.697188 65.2224 
L 372.281346 65.2224 
L 372.281346 39.675648 
L 18.697188 39.675648 
z
" style="fill:#ffffff;"/>
   </g>
   <g id="matplotlib.axis_3">
    <g id="xtick_7"/>
    <g id="xtick_8"/>
    <g id="xtick_9"/>
    <g id="xtick_10"/>
    <g id="xtick_11"/>
    <g id="xtick_12"/>
   </g>
   <g id="matplotlib.axis_4"/>
   <g id="line2d_3">
    <path clip-path="url(#p950540c368)" d="M 18.697188 50.738923 
L 372.281346 50.738923 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_4">
    <path clip-path="url(#p950540c368)" d="M 18.697188 50.641498 
L 20.221257 51.884333 
L 21.745327 52.419622 
L 23.269396 52.021166 
L 24.793466 52.377602 
L 26.317536 51.936535 
L 27.841605 52.179881 
L 30.889745 52.07842 
L 32.413814 52.503455 
L 33.937884 52.141829 
L 35.461954 52.568233 
L 36.986023 51.962021 
L 38.510093 51.967053 
L 40.034163 52.097712 
L 44.606372 51.83151 
L 46.130441 52.103995 
L 53.750789 52.016961 
L 55.274859 51.526262 
L 58.322998 51.645675 
L 59.847068 51.49861 
L 61.371138 51.825769 
L 62.895207 51.581537 
L 64.419277 51.539891 
L 65.943347 51.962415 
L 67.467416 51.360358 
L 73.563695 51.927347 
L 75.087764 51.816896 
L 76.611834 52.126437 
L 78.135904 51.889128 
L 79.659973 51.245613 
L 81.184043 51.586776 
L 84.232182 51.243417 
L 85.756252 51.449115 
L 87.280322 51.194573 
L 88.804391 51.712412 
L 90.328461 51.717395 
L 91.852531 51.410965 
L 96.42474 51.577716 
L 97.948809 52.081138 
L 99.472879 51.64466 
L 100.996949 52.239026 
L 102.521018 51.6447 
L 104.045088 51.371978 
L 105.569157 51.512032 
L 107.093227 51.234298 
L 108.617297 52.341097 
L 110.141366 51.847256 
L 111.665436 52.278298 
L 114.713575 51.541132 
L 116.237645 51.825178 
L 117.761715 51.555145 
L 119.285784 52.017768 
L 120.809854 52.141396 
L 122.333924 51.75133 
L 123.857993 52.614537 
L 125.382063 52.039561 
L 126.906133 52.031004 
L 128.430202 51.827728 
L 129.954272 51.38414 
L 131.478341 51.908873 
L 133.002411 51.502135 
L 134.526481 51.959579 
L 136.05055 51.84507 
L 137.57462 51.433044 
L 139.09869 51.702436 
L 140.622759 51.19154 
L 143.670899 51.198138 
L 145.194968 51.354912 
L 146.719038 52.124872 
L 151.291247 51.829038 
L 152.815317 51.435191 
L 154.339386 51.730404 
L 155.863456 51.44234 
L 157.387525 51.552013 
L 158.911595 51.917903 
L 160.435665 51.71512 
L 161.959734 51.840156 
L 163.483804 51.685292 
L 166.531943 51.611198 
L 168.056013 51.286816 
L 169.580083 51.536631 
L 171.104152 51.143877 
L 172.628222 51.306619 
L 175.676361 51.44881 
L 177.200431 51.774699 
L 178.724501 51.332036 
L 180.24857 51.443157 
L 183.29671 50.902255 
L 184.820779 51.448967 
L 189.392988 51.74487 
L 190.917058 51.243988 
L 192.441127 51.305635 
L 193.965197 50.70671 
L 195.489267 51.218079 
L 197.013336 51.587209 
L 198.537406 51.14694 
L 200.061476 51.357778 
L 201.585545 51.04152 
L 203.109615 51.00535 
L 204.633685 51.690097 
L 206.157754 51.170702 
L 207.681824 51.273334 
L 209.205894 51.722329 
L 210.729963 50.99692 
L 212.254033 51.130789 
L 215.302172 50.824468 
L 216.826242 51.242659 
L 218.350311 51.257499 
L 219.874381 50.899744 
L 221.398451 51.407115 
L 222.92252 51.29817 
L 224.44659 51.430395 
L 225.97066 51.33696 
L 227.494729 50.968598 
L 229.018799 51.168752 
L 230.542869 50.642345 
L 232.066938 51.33893 
L 233.591008 51.064022 
L 235.115078 51.033199 
L 236.639147 51.425274 
L 238.163217 50.949149 
L 239.687287 51.448731 
L 241.211356 51.253157 
L 242.735426 51.172947 
L 244.259495 51.681894 
L 245.783565 51.209679 
L 248.831704 51.713653 
L 250.355774 51.205868 
L 251.879844 51.627781 
L 253.403913 51.074323 
L 254.927983 51.387173 
L 256.452053 51.418479 
L 257.976122 51.061354 
L 259.500192 51.63756 
L 262.548331 51.308116 
L 264.072401 51.749607 
L 265.596471 51.118529 
L 267.12054 51.399532 
L 270.168679 51.160283 
L 271.692749 51.52893 
L 273.216819 51.1605 
L 274.740888 51.470396 
L 276.264958 51.420045 
L 277.789028 51.134344 
L 279.313097 51.237774 
L 280.837167 50.685399 
L 282.361237 51.435614 
L 285.409376 51.204647 
L 286.933446 51.500963 
L 288.457515 50.890772 
L 289.981585 51.169402 
L 293.029724 50.760399 
L 294.553794 51.375159 
L 296.077863 50.874425 
L 297.601933 51.443797 
L 299.126003 50.91805 
L 300.650072 50.896326 
L 302.174142 51.318929 
L 303.698212 50.996832 
L 305.222281 51.472947 
L 306.746351 50.968254 
L 308.270421 51.485236 
L 309.79449 51.355809 
L 311.31856 51.060881 
L 312.84263 51.568203 
L 314.366699 50.884588 
L 315.890769 51.211718 
L 317.414839 50.925357 
L 318.938908 50.503799 
L 320.462978 51.12688 
L 321.987048 50.611827 
L 323.511117 51.105501 
L 326.559256 50.768287 
L 328.083326 50.930498 
L 329.607396 50.493055 
L 331.131465 50.833154 
L 334.179605 50.918366 
L 335.703674 51.247602 
L 337.227744 50.842952 
L 338.751814 50.641233 
L 340.275883 51.050649 
L 341.799953 51.103639 
L 343.324023 51.508625 
L 344.848092 51.573452 
L 346.372162 50.883268 
L 347.896232 50.958258 
L 349.420301 50.202303 
L 350.944371 50.555903 
L 352.46844 51.175675 
L 353.99251 51.240542 
L 355.51658 51.650067 
L 357.040649 51.404702 
L 360.088789 51.383569 
L 361.612858 50.927928 
L 363.136928 51.100931 
L 364.660998 50.562343 
L 366.185067 50.528083 
L 370.757276 51.37254 
L 372.281346 51.134551 
L 372.281346 51.134551 
" 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: 652.435 $\bullet$ mean: 644.786 $\bullet$ $\sigma$: 2.718 -->
    <defs>
     <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"/>
    </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-36"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-35"/>
     <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-34"/>
     <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-38"/>
     <use transform="translate(1521.912109 0.78125)" xlink:href="#DejaVuSans-36"/>
     <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(1935.865234 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1999.488281 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(2063.111328 0.78125)" xlink:href="#DejaVuSans-38"/>
    </g>
   </g>
   <g id="text_6">
    <!-- 649.11 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 51.566736)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-36"/>
     <use x="63.623047" xlink:href="#DejaVuSans-34"/>
     <use x="127.246094" xlink:href="#DejaVuSans-39"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-31"/>
     <use x="286.279297" xlink:href="#DejaVuSans-31"/>
    </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(#pf2a1133e57)" d="M 18.697188 78.744282 
L 372.281346 78.744282 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_6">
    <path clip-path="url(#pf2a1133e57)" d="M 18.697188 79.037523 
L 23.269396 79.34521 
L 26.317536 79.353653 
L 27.841605 79.376908 
L 33.937884 78.955886 
L 41.558232 79.157749 
L 43.082302 79.045345 
L 44.606372 79.117784 
L 46.130441 79.053944 
L 47.654511 79.133395 
L 53.750789 78.981149 
L 55.274859 79.037246 
L 56.798929 78.970043 
L 59.847068 79.009386 
L 62.895207 78.894519 
L 76.611834 79.077998 
L 79.659973 78.927283 
L 81.184043 78.825797 
L 84.232182 78.889138 
L 87.280322 78.992244 
L 91.852531 79.167434 
L 93.3766 78.884168 
L 94.90067 79.082036 
L 96.42474 79.106989 
L 97.948809 78.856264 
L 99.472879 78.94316 
L 100.996949 78.754034 
L 102.521018 78.872207 
L 107.093227 78.870876 
L 111.665436 79.03881 
L 114.713575 78.854699 
L 116.237645 78.872673 
L 117.761715 79.024398 
L 119.285784 78.902264 
L 125.382063 79.122111 
L 126.906133 78.941906 
L 131.478341 78.881682 
L 136.05055 78.859526 
L 143.670899 78.803418 
L 148.243108 79.299277 
L 149.767177 79.190667 
L 151.291247 79.242681 
L 152.815317 79.089969 
L 155.863456 79.030034 
L 157.387525 78.910652 
L 158.911595 79.082014 
L 161.959734 79.110184 
L 181.77264 78.894897 
L 184.820779 78.991135 
L 187.868918 78.988505 
L 190.917058 78.845568 
L 193.965197 78.697195 
L 200.061476 78.936259 
L 201.585545 79.02918 
L 203.109615 79.002784 
L 204.633685 79.103849 
L 210.729963 78.850572 
L 215.302172 78.758328 
L 218.350311 78.81762 
L 224.44659 79.016997 
L 225.97066 79.019172 
L 230.542869 78.780607 
L 232.066938 78.693001 
L 238.163217 78.942017 
L 241.211356 78.919927 
L 245.783565 78.92077 
L 256.452053 78.834418 
L 264.072401 78.904583 
L 268.64461 78.743361 
L 271.692749 78.835305 
L 291.505655 78.796639 
L 293.029724 78.713016 
L 305.222281 78.946244 
L 309.79449 78.793976 
L 312.84263 78.866516 
L 315.890769 78.806969 
L 328.083326 78.79867 
L 332.655535 78.853745 
L 340.275883 78.822812 
L 343.324023 78.867436 
L 350.944371 78.625177 
L 352.46844 78.862754 
L 357.040649 79.019249 
L 361.612858 78.944957 
L 363.136928 78.811451 
L 366.185067 78.815867 
L 370.757276 78.844758 
L 372.281346 78.935216 
L 372.281346 78.935216 
" 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: 620.191 $\bullet$ mean: 618.534 $\bullet$ $\sigma$: 0.737 -->
    <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-32"/>
     <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(506.005859 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-39"/>
     <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-31"/>
     <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(1585.644531 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1617.431641 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1680.029297 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1711.816406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1775.195312 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1808.886719 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1840.673828 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1935.974609 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1999.597656 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(2063.220703 0.78125)" xlink:href="#DejaVuSans-37"/>
    </g>
   </g>
   <g id="text_9">
    <!-- 619.54 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 79.572094)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-39"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-35"/>
     <use x="286.279297" xlink:href="#DejaVuSans-34"/>
    </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(#pdb1a5686ef)" d="M 18.697188 103.106324 
L 372.281346 103.106324 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_8">
    <path clip-path="url(#pdb1a5686ef)" d="M 20.221257 105.998741 
L 21.745327 105.90417 
L 23.269396 107.326126 
L 24.793466 107.268872 
L 26.317536 108.206836 
L 27.841605 108.452882 
L 29.365675 107.901682 
L 32.413814 106.375447 
L 33.937884 107.378439 
L 35.461954 106.40926 
L 36.986023 108.159603 
L 38.510093 105.264602 
L 40.034163 105.526971 
L 41.558232 107.394595 
L 43.082302 107.36968 
L 44.606372 109.528616 
L 46.130441 105.953642 
L 47.654511 103.413589 
L 49.17858 106.163352 
L 50.70265 106.570684 
L 52.22672 109.071181 
L 53.750789 108.044393 
L 55.274859 105.653008 
L 56.798929 108.157118 
L 58.322998 107.296311 
L 59.847068 108.351686 
L 61.371138 106.234098 
L 62.895207 102.219 
L 64.419277 107.3509 
L 65.943347 108.101614 
L 67.467416 109.705144 
L 68.991486 104.754466 
L 70.515556 103.629498 
L 72.039625 109.993832 
L 73.563695 106.613289 
L 75.087764 105.457771 
L 76.611834 108.977871 
L 81.184043 108.498432 
L 82.708113 103.393335 
L 84.232182 106.985547 
L 87.280322 103.053211 
L 88.804391 106.935862 
L 90.328461 106.603762 
L 91.852531 110.847279 
L 93.3766 109.08933 
L 94.90067 104.934778 
L 96.42474 105.420278 
L 97.948809 101.612751 
L 99.472879 107.437518 
L 100.996949 110.26486 
L 102.521018 110.463322 
L 104.045088 107.921268 
L 105.569157 104.406982 
L 107.093227 102.059184 
L 108.617297 100.584318 
L 110.141366 106.083288 
L 111.665436 108.645491 
L 113.189506 110.769249 
L 114.713575 111.50868 
L 116.237645 107.323921 
L 117.761715 106.314442 
L 119.285784 105.930239 
L 120.809854 107.847264 
L 122.333924 106.474116 
L 123.857993 105.850771 
L 125.382063 108.867394 
L 126.906133 107.79113 
L 128.430202 107.630549 
L 129.954272 108.652813 
L 131.478341 106.198009 
L 133.002411 104.258803 
L 134.526481 106.653831 
L 136.05055 107.126963 
L 137.57462 110.035773 
L 139.09869 108.601587 
L 140.622759 103.149779 
L 142.146829 105.643689 
L 143.670899 105.735002 
L 145.194968 106.767395 
L 146.719038 105.025736 
L 148.243108 105.173393 
L 149.767177 109.01305 
L 151.291247 109.63997 
L 152.815317 110.518053 
L 154.339386 106.959549 
L 155.863456 101.809145 
L 157.387525 104.628221 
L 158.911595 105.259447 
L 160.435665 108.296571 
L 161.959734 108.606879 
L 163.483804 104.706915 
L 165.007874 107.58058 
L 166.531943 108.282101 
L 168.056013 109.962855 
L 169.580083 109.116033 
L 171.104152 107.014911 
L 172.628222 105.989456 
L 174.152292 100.340306 
L 175.676361 105.022758 
L 177.200431 105.008673 
L 178.724501 109.371678 
L 180.24857 109.590498 
L 181.77264 106.001193 
L 183.29671 109.063717 
L 184.820779 106.407084 
L 186.344849 106.566478 
L 187.868918 106.956254 
L 189.392988 107.774384 
L 190.917058 109.956131 
L 192.441127 106.052804 
L 193.965197 107.4317 
L 195.489267 105.576168 
L 197.013336 106.455299 
L 198.537406 110.779795 
L 200.061476 107.786648 
L 201.585545 105.683491 
L 203.109615 107.210428 
L 204.633685 103.310293 
L 206.157754 103.639556 
L 207.681824 107.63174 
L 209.205894 109.388532 
L 210.729963 109.729988 
L 212.254033 111.80637 
L 213.778102 109.856793 
L 215.302172 108.824262 
L 216.826242 108.000702 
L 218.350311 102.642622 
L 219.874381 105.469893 
L 221.398451 103.96055 
L 222.92252 105.806236 
L 225.97066 108.949735 
L 227.494729 111.166067 
L 229.018799 106.970059 
L 230.542869 108.191102 
L 232.066938 106.463674 
L 233.591008 106.778782 
L 235.115078 105.585979 
L 236.639147 106.48021 
L 238.163217 110.112158 
L 239.687287 109.358746 
L 241.211356 107.472906 
L 242.735426 106.89301 
L 244.259495 106.492934 
L 245.783565 109.334607 
L 247.307635 106.580705 
L 248.831704 106.992627 
L 250.355774 109.870005 
L 251.879844 108.549554 
L 253.403913 108.816902 
L 254.927983 106.451339 
L 256.452053 105.336396 
L 257.976122 109.970144 
L 259.500192 108.106062 
L 261.024262 108.942308 
L 262.548331 108.939643 
L 264.072401 106.67447 
L 265.596471 109.694141 
L 267.12054 107.175633 
L 268.64461 106.142083 
L 270.168679 106.190123 
L 271.692749 106.055853 
L 273.216819 110.943638 
L 276.264958 108.473587 
L 277.789028 108.335851 
L 279.313097 103.049147 
L 280.837167 106.78516 
L 282.361237 105.861911 
L 283.885306 106.684946 
L 285.409376 109.205839 
L 286.933446 108.138405 
L 288.457515 110.021058 
L 289.981585 108.167276 
L 291.505655 108.040609 
L 293.029724 109.070446 
L 294.553794 104.568302 
L 296.077863 107.760646 
L 297.601933 106.386341 
L 299.126003 107.195432 
L 300.650072 105.507034 
L 302.174142 106.278946 
L 303.698212 108.568476 
L 305.222281 107.264106 
L 306.746351 109.789343 
L 308.270421 109.464566 
L 309.79449 108.879866 
L 311.31856 108.582665 
L 312.84263 107.226196 
L 314.366699 108.059251 
L 317.414839 107.544595 
L 318.938908 108.006445 
L 320.462978 106.555651 
L 321.987048 107.048093 
L 323.511117 108.359221 
L 325.035187 108.793495 
L 326.559256 107.880935 
L 328.083326 109.073704 
L 329.607396 107.797963 
L 331.131465 110.055221 
L 332.655535 111.532401 
L 334.179605 112.485641 
L 337.227744 103.246978 
L 338.751814 103.573121 
L 340.275883 102.736387 
L 341.799953 105.783146 
L 343.324023 107.847582 
L 344.848092 111.651253 
L 346.372162 114.337635 
L 347.896232 110.235183 
L 350.944371 104.274359 
L 352.46844 102.740555 
L 353.99251 107.792111 
L 355.51658 107.532929 
L 357.040649 109.320205 
L 358.564719 109.196027 
L 360.088789 109.589478 
L 361.612858 111.709385 
L 363.136928 107.29715 
L 364.660998 105.200126 
L 367.709137 102.51732 
L 369.233207 108.426742 
L 370.757276 111.094553 
L 372.281346 112.009739 
L 372.281346 112.009739 
" 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: 1.516 $\bullet$ mean: 1.318 $\bullet$ $\sigma$: 0.065 -->
    <g style="fill:#38a9c5;" transform="translate(290.289663 103.79472)scale(0.04 -0.04)">
     <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
     <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-36"/>
     <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-33"/>
     <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-38"/>
     <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-36"/>
     <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-35"/>
    </g>
   </g>
   <g id="text_12">
    <!-- 1.44 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 103.934136)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-34"/>
     <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(#pf2d666bc75)" d="M 18.697188 131.192961 
L 372.281346 131.192961 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_10">
    <path clip-path="url(#pf2d666bc75)" d="M 20.221257 137.712406 
L 21.745327 127.36443 
L 23.269396 143.301687 
L 24.793466 133.544426 
L 26.317536 129.682391 
L 27.841605 130.972307 
L 29.365675 132.62214 
L 30.889745 140.89355 
L 32.413814 141.557858 
L 33.937884 142.634236 
L 35.461954 141.221881 
L 36.986023 139.067005 
L 38.510093 132.405507 
L 40.034163 131.610431 
L 41.558232 137.442532 
L 44.606372 142.051638 
L 46.130441 126.462796 
L 47.654511 124.889404 
L 49.17858 133.754638 
L 50.70265 134.162238 
L 52.22672 141.897812 
L 53.750789 136.408332 
L 55.274859 132.938261 
L 56.798929 136.691296 
L 58.322998 136.352589 
L 59.847068 143.23948 
L 61.371138 134.212463 
L 62.895207 133.73673 
L 64.419277 141.523721 
L 65.943347 142.935796 
L 68.991486 134.343223 
L 70.515556 135.269528 
L 73.563695 142.449726 
L 75.087764 137.607321 
L 76.611834 133.495916 
L 78.135904 138.941002 
L 79.659973 139.906357 
L 81.184043 134.297968 
L 82.708113 132.979537 
L 84.232182 137.822712 
L 85.756252 142.267981 
L 87.280322 136.752618 
L 88.804391 134.34857 
L 90.328461 139.953075 
L 91.852531 144.431703 
L 93.3766 133.779544 
L 94.90067 132.342495 
L 96.42474 136.355663 
L 97.948809 144.691016 
L 99.472879 136.747013 
L 100.996949 135.02673 
L 102.521018 134.333259 
L 104.045088 134.770201 
L 105.569157 137.058745 
L 107.093227 143.067873 
L 108.617297 141.68933 
L 110.141366 134.123138 
L 111.665436 133.07641 
L 113.189506 137.357897 
L 114.713575 140.848728 
L 116.237645 142.607521 
L 117.761715 133.431795 
L 119.285784 133.70676 
L 120.809854 136.838485 
L 122.333924 143.520809 
L 123.857993 139.656083 
L 125.382063 134.682147 
L 126.906133 133.301651 
L 128.430202 136.427229 
L 129.954272 141.473237 
L 131.478341 142.438439 
L 133.002411 137.617108 
L 134.526481 135.312546 
L 136.05055 138.708174 
L 137.57462 143.222935 
L 139.09869 140.315226 
L 140.622759 135.680816 
L 142.146829 133.325261 
L 143.670899 136.926337 
L 145.194968 145.323448 
L 146.719038 138.41552 
L 148.243108 132.043478 
L 149.767177 134.582135 
L 151.291247 141.506895 
L 152.815317 144.263354 
L 154.339386 137.343465 
L 155.863456 136.309645 
L 157.387525 134.687991 
L 158.911595 138.706464 
L 160.435665 143.698156 
L 161.959734 139.568942 
L 163.483804 136.29695 
L 165.007874 134.403183 
L 166.531943 139.872659 
L 168.056013 141.768521 
L 169.580083 144.141036 
L 171.104152 141.618725 
L 174.152292 135.420772 
L 177.200431 141.844676 
L 178.724501 138.334814 
L 180.24857 135.162493 
L 181.77264 134.779358 
L 183.29671 141.43349 
L 184.820779 139.948901 
L 186.344849 137.238738 
L 187.868918 136.769429 
L 189.392988 136.89683 
L 190.917058 141.63532 
L 192.441127 139.88285 
L 193.965197 133.356514 
L 195.489267 133.965694 
L 197.013336 137.603958 
L 198.537406 145.427219 
L 200.061476 136.440375 
L 201.585545 132.392677 
L 203.109615 139.526272 
L 204.633685 138.996154 
L 206.157754 131.8735 
L 207.681824 138.669296 
L 209.205894 139.759484 
L 210.729963 132.610155 
L 212.254033 133.356803 
L 213.778102 140.982458 
L 215.302172 138.011377 
L 216.826242 133.653965 
L 218.350311 133.15864 
L 219.874381 138.362763 
L 221.398451 142.015459 
L 222.92252 133.509144 
L 224.44659 130.319695 
L 225.97066 133.783312 
L 227.494729 138.640787 
L 229.018799 143.052057 
L 230.542869 133.687201 
L 232.066938 129.114598 
L 233.591008 132.302832 
L 235.115078 137.62556 
L 236.639147 141.450938 
L 238.163217 131.969669 
L 239.687287 131.183858 
L 241.211356 134.994545 
L 242.735426 142.438702 
L 244.259495 141.647123 
L 245.783565 132.064397 
L 247.307635 127.961614 
L 248.831704 136.039904 
L 250.355774 145.139033 
L 251.879844 139.478134 
L 253.403913 132.905944 
L 254.927983 132.537695 
L 256.452053 138.55952 
L 257.976122 143.912997 
L 259.500192 134.75626 
L 261.024262 132.497487 
L 262.548331 135.404367 
L 264.072401 141.859417 
L 265.596471 141.762161 
L 267.12054 134.195717 
L 268.64461 132.251281 
L 270.168679 135.257135 
L 271.692749 141.976886 
L 273.216819 142.639758 
L 274.740888 131.730477 
L 276.264958 131.247499 
L 277.789028 135.937056 
L 279.313097 142.545399 
L 280.837167 137.806188 
L 282.361237 133.464254 
L 283.885306 133.458374 
L 285.409376 136.739597 
L 286.933446 142.357799 
L 288.457515 137.23416 
L 289.981585 132.563493 
L 291.505655 132.763593 
L 293.029724 136.022669 
L 294.553794 143.488137 
L 296.077863 139.920125 
L 297.601933 131.200408 
L 299.126003 132.652334 
L 300.650072 134.742962 
L 302.174142 140.069392 
L 303.698212 144.500199 
L 305.222281 141.23501 
L 306.746351 131.585425 
L 308.270421 131.018429 
L 311.31856 144.745362 
L 312.84263 136.181964 
L 314.366699 130.458516 
L 315.890769 132.672263 
L 317.414839 138.13162 
L 318.938908 144.722634 
L 320.462978 136.690055 
L 321.987048 131.073815 
L 323.511117 132.073563 
L 325.035187 135.809779 
L 326.559256 142.069835 
L 328.083326 139.100114 
L 329.607396 133.320576 
L 331.131465 133.322471 
L 332.655535 137.612142 
L 334.179605 145.834622 
L 335.703674 138.874543 
L 337.227744 134.170042 
L 338.751814 133.526411 
L 340.275883 143.047132 
L 341.799953 133.958458 
L 343.324023 133.720058 
L 344.848092 137.602705 
L 346.372162 144.205094 
L 347.896232 141.394773 
L 349.420301 136.705727 
L 350.944371 133.648228 
L 352.46844 133.3966 
L 353.99251 137.724687 
L 355.51658 141.532745 
L 357.040649 132.121066 
L 358.564719 134.119301 
L 361.612858 144.30577 
L 363.136928 136.975941 
L 364.660998 134.836851 
L 366.185067 134.984053 
L 367.709137 135.877982 
L 369.233207 138.673508 
L 370.757276 144.152675 
L 372.281346 137.294701 
L 372.281346 137.294701 
" 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: 0.265 $\bullet$ mean: 0.117 $\bullet$ $\sigma$: 0.051 -->
    <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(378.681641 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(442.304688 0.78125)" xlink:href="#DejaVuSans-36"/>
     <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-30"/>
     <use transform="translate(1108.417969 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1140.205078 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1203.828125 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1267.451172 0.78125)" xlink:href="#DejaVuSans-37"/>
     <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-35"/>
     <use transform="translate(1808.759766 0.78125)" xlink:href="#DejaVuSans-31"/>
    </g>
   </g>
   <g id="text_15">
    <!-- 0.19 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 132.020773)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-39"/>
    </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(#p7ad0e772ff)">
    <image height="948" id="image47ce6f0846" transform="matrix(4 0 0 0.135021 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
iVBORw0KGgoAAAANSUhEUgAAAAEAAAO0CAYAAABk+lzSAAAABHNCSVQICAgIfAhkiAAAAERJREFUWIXt17ENABAYBeEXlSmIisZCFrGYWdQ2oVeT/MU1X33tKfaxnSQBAAAAABhl+WYh46KmYCEDHqGZC2sEAPCRA0LjDYDRAWT2AAAAAElFTkSuQmCC"/>
   </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(#p7651e01721)">
    <image height="128.16" id="image415d75d006" 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="m3c91209751" style="stroke:#262626;"/>
      </defs>
      <g>
       <use style="fill:#262626;stroke:#262626;" x="19.455952" xlink:href="#m3c91209751" y="278.112"/>
      </g>
     </g>
     <g id="text_16">
      <!-- 0.00 -->
      <g style="fill:#262626;" transform="translate(13.889546 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-30"/>
       <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
       <use x="95.410156" xlink:href="#DejaVuSans-30"/>
       <use x="159.033203" xlink:href="#DejaVuSans-30"/>
      </g>
     </g>
    </g>
    <g id="xtick_32">
     <g id="line2d_12">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="89.262266" xlink:href="#m3c91209751" y="278.112"/>
      </g>
     </g>
     <g id="text_17">
      <!-- 46.00 -->
      <g style="fill:#262626;" transform="translate(82.105235 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-34"/>
       <use x="63.623047" xlink:href="#DejaVuSans-36"/>
       <use x="127.246094" xlink:href="#DejaVuSans-2e"/>
       <use x="159.033203" xlink:href="#DejaVuSans-30"/>
       <use x="222.65625" xlink:href="#DejaVuSans-30"/>
      </g>
     </g>
    </g>
    <g id="xtick_33">
     <g id="line2d_13">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="159.068581" xlink:href="#m3c91209751" y="278.112"/>
      </g>
     </g>
     <g id="text_18">
      <!-- 92.00 -->
      <g style="fill:#262626;" transform="translate(151.91155 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-39"/>
       <use x="63.623047" xlink:href="#DejaVuSans-32"/>
       <use x="127.246094" xlink:href="#DejaVuSans-2e"/>
       <use x="159.033203" xlink:href="#DejaVuSans-30"/>
       <use x="222.65625" xlink:href="#DejaVuSans-30"/>
      </g>
     </g>
    </g>
    <g id="xtick_34">
     <g id="line2d_14">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="228.874895" xlink:href="#m3c91209751" y="278.112"/>
      </g>
     </g>
     <g id="text_19">
      <!-- 138.00 -->
      <g style="fill:#262626;" transform="translate(220.127239 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-31"/>
       <use x="63.623047" xlink:href="#DejaVuSans-33"/>
       <use x="127.246094" xlink:href="#DejaVuSans-38"/>
       <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
       <use x="222.65625" xlink:href="#DejaVuSans-30"/>
       <use x="286.279297" xlink:href="#DejaVuSans-30"/>
      </g>
     </g>
    </g>
    <g id="xtick_35">
     <g id="line2d_15">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="298.68121" xlink:href="#m3c91209751" y="278.112"/>
      </g>
     </g>
     <g id="text_20">
      <!-- 184.00 -->
      <g style="fill:#262626;" transform="translate(289.933554 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-31"/>
       <use x="63.623047" xlink:href="#DejaVuSans-38"/>
       <use x="127.246094" xlink:href="#DejaVuSans-34"/>
       <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
       <use x="222.65625" xlink:href="#DejaVuSans-30"/>
       <use x="286.279297" xlink:href="#DejaVuSans-30"/>
      </g>
     </g>
    </g>
    <g id="xtick_36">
     <g id="line2d_16">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="368.487524" xlink:href="#m3c91209751" y="278.112"/>
      </g>
     </g>
     <g id="text_21">
      <!-- 230.00 -->
      <g style="fill:#262626;" transform="translate(359.739868 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-32"/>
       <use x="63.623047" xlink:href="#DejaVuSans-33"/>
       <use x="127.246094" xlink:href="#DejaVuSans-30"/>
       <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
       <use x="222.65625" xlink:href="#DejaVuSans-30"/>
       <use x="286.279297" xlink:href="#DejaVuSans-30"/>
      </g>
     </g>
    </g>
    <g id="text_22">
     <!-- time (s) -->
     <defs>
      <path d="M 18.3125 70.21875 
L 18.3125 54.6875 
L 36.8125 54.6875 
L 36.8125 47.703125 
L 18.3125 47.703125 
L 18.3125 18.015625 
Q 18.3125 11.328125 20.140625 9.421875 
Q 21.96875 7.515625 27.59375 7.515625 
L 36.8125 7.515625 
L 36.8125 0 
L 27.59375 0 
Q 17.1875 0 13.234375 3.875 
Q 9.28125 7.765625 9.28125 18.015625 
L 9.28125 47.703125 
L 2.6875 47.703125 
L 2.6875 54.6875 
L 9.28125 54.6875 
L 9.28125 70.21875 
z
" id="DejaVuSans-74"/>
      <path d="M 9.421875 54.6875 
L 18.40625 54.6875 
L 18.40625 0 
L 9.421875 0 
z
M 9.421875 75.984375 
L 18.40625 75.984375 
L 18.40625 64.59375 
L 9.421875 64.59375 
z
" id="DejaVuSans-69"/>
      <path d="M 31 75.875 
Q 24.46875 64.65625 21.28125 53.65625 
Q 18.109375 42.671875 18.109375 31.390625 
Q 18.109375 20.125 21.3125 9.0625 
Q 24.515625 -2 31 -13.1875 
L 23.1875 -13.1875 
Q 15.875 -1.703125 12.234375 9.375 
Q 8.59375 20.453125 8.59375 31.390625 
Q 8.59375 42.28125 12.203125 53.3125 
Q 15.828125 64.359375 23.1875 75.875 
z
" id="DejaVuSans-28"/>
      <path d="M 44.28125 53.078125 
L 44.28125 44.578125 
Q 40.484375 46.53125 36.375 47.5 
Q 32.28125 48.484375 27.875 48.484375 
Q 21.1875 48.484375 17.84375 46.4375 
Q 14.5 44.390625 14.5 40.28125 
Q 14.5 37.15625 16.890625 35.375 
Q 19.28125 33.59375 26.515625 31.984375 
L 29.59375 31.296875 
Q 39.15625 29.25 43.1875 25.515625 
Q 47.21875 21.78125 47.21875 15.09375 
Q 47.21875 7.46875 41.1875 3.015625 
Q 35.15625 -1.421875 24.609375 -1.421875 
Q 20.21875 -1.421875 15.453125 -0.5625 
Q 10.6875 0.296875 5.421875 2 
L 5.421875 11.28125 
Q 10.40625 8.6875 15.234375 7.390625 
Q 20.0625 6.109375 24.8125 6.109375 
Q 31.15625 6.109375 34.5625 8.28125 
Q 37.984375 10.453125 37.984375 14.40625 
Q 37.984375 18.0625 35.515625 20.015625 
Q 33.0625 21.96875 24.703125 23.78125 
L 21.578125 24.515625 
Q 13.234375 26.265625 9.515625 29.90625 
Q 5.8125 33.546875 5.8125 39.890625 
Q 5.8125 47.609375 11.28125 51.796875 
Q 16.75 56 26.8125 56 
Q 31.78125 56 36.171875 55.265625 
Q 40.578125 54.546875 44.28125 53.078125 
z
" id="DejaVuSans-73"/>
      <path d="M 8.015625 75.875 
L 15.828125 75.875 
Q 23.140625 64.359375 26.78125 53.3125 
Q 30.421875 42.28125 30.421875 31.390625 
Q 30.421875 20.453125 26.78125 9.375 
Q 23.140625 -1.703125 15.828125 -13.1875 
L 8.015625 -13.1875 
Q 14.5 -2 17.703125 9.0625 
Q 20.90625 20.125 20.90625 31.390625 
Q 20.90625 42.671875 17.703125 53.65625 
Q 14.5 64.65625 8.015625 75.875 
z
" id="DejaVuSans-29"/>
     </defs>
     <g style="fill:#262626;" transform="translate(180.596667 301.086663)scale(0.0768 -0.0768)">
      <use xlink:href="#DejaVuSans-74"/>
      <use x="39.208984" xlink:href="#DejaVuSans-69"/>
      <use x="66.992188" xlink:href="#DejaVuSans-6d"/>
      <use x="164.404297" xlink:href="#DejaVuSans-65"/>
      <use x="225.927734" xlink:href="#DejaVuSans-20"/>
      <use x="257.714844" xlink:href="#DejaVuSans-28"/>
      <use x="296.728516" xlink:href="#DejaVuSans-73"/>
      <use x="348.828125" xlink:href="#DejaVuSans-29"/>
     </g>
    </g>
   </g>
   <g id="matplotlib.axis_14"/>
  </g>
 </g>
 <defs>
  <clipPath id="p2351d383db">
   <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
  </clipPath>
  <clipPath id="p950540c368">
   <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
  </clipPath>
  <clipPath id="pf2a1133e57">
   <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
  </clipPath>
  <clipPath id="pdb1a5686ef">
   <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
  </clipPath>
  <clipPath id="pf2d666bc75">
   <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
  </clipPath>
  <clipPath id="p7ad0e772ff">
   <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
  </clipPath>
  <clipPath id="p7651e01721">
   <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
  </clipPath>
 </defs>
</svg>