highspeed-fmriprep/fmriprep/sub-17/figures/sub-17_ses-02_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(#p3c1b74e7d4)" d="M 18.697188 23.259307 
L 372.281346 23.259307 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_2">
    <path clip-path="url(#p3c1b74e7d4)" d="M 18.697188 23.760741 
L 20.221257 24.160676 
L 21.745327 24.355686 
L 27.841605 24.287875 
L 30.889745 24.149816 
L 36.986023 23.840786 
L 38.510093 23.909617 
L 41.558232 23.811902 
L 47.654511 24.134617 
L 50.70265 24.034883 
L 53.750789 23.797025 
L 59.847068 23.60136 
L 64.419277 23.897071 
L 65.943347 24.027536 
L 67.467416 23.970381 
L 70.515556 24.047644 
L 75.087764 23.843181 
L 78.135904 23.628235 
L 82.708113 23.758625 
L 85.756252 23.826672 
L 88.804391 23.5463 
L 96.42474 23.580844 
L 102.521018 23.668043 
L 104.045088 23.550736 
L 105.569157 23.208934 
L 107.093227 23.071089 
L 110.141366 23.30522 
L 111.665436 23.423654 
L 114.713575 23.808003 
L 117.761715 24.014474 
L 123.857993 23.958114 
L 137.57462 23.894246 
L 140.622759 23.845297 
L 143.670899 23.374394 
L 146.719038 23.433193 
L 149.767177 23.683704 
L 152.815317 23.839701 
L 157.387525 23.836575 
L 158.911595 23.787143 
L 161.959734 23.495869 
L 165.007874 23.592939 
L 169.580083 23.373567 
L 171.104152 23.543732 
L 175.676361 23.675025 
L 180.24857 23.613347 
L 186.344849 23.333416 
L 190.917058 23.681609 
L 193.965197 23.848713 
L 200.061476 23.865308 
L 201.585545 23.775682 
L 204.633685 23.813803 
L 209.205894 23.637687 
L 212.254033 23.7277 
L 215.302172 23.761342 
L 216.826242 23.662425 
L 224.44659 23.899939 
L 227.494729 23.773555 
L 233.591008 23.993324 
L 236.639147 23.871721 
L 239.687287 23.676904 
L 245.783565 23.567321 
L 248.831704 23.4178 
L 251.879844 23.399046 
L 256.452053 23.372461 
L 259.500192 23.537889 
L 261.024262 23.395233 
L 270.168679 23.420088 
L 271.692749 23.57572 
L 274.740888 23.677141 
L 289.981585 23.832332 
L 291.505655 23.632177 
L 293.029724 23.229933 
L 294.553794 23.081165 
L 297.601933 23.367713 
L 300.650072 23.722233 
L 308.270421 23.686862 
L 309.79449 23.60165 
L 311.31856 23.629868 
L 312.84263 23.542239 
L 318.938908 23.610232 
L 320.462978 23.513957 
L 329.607396 23.629653 
L 332.655535 23.502561 
L 337.227744 23.400657 
L 340.275883 23.455427 
L 341.799953 23.438187 
L 344.848092 23.13803 
L 346.372162 23.001474 
L 352.46844 23.524591 
L 355.51658 23.529103 
L 360.088789 23.186012 
L 361.612858 23.168568 
L 366.185067 23.534839 
L 370.757276 23.82549 
L 372.281346 23.897361 
L 372.281346 23.897361 
" 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: 625.130 $\bullet$ mean: 621.265 $\bullet$ $\sigma$: 1.428 -->
    <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 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 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 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 10.6875 12.40625 
L 21 12.40625 
L 21 0 
L 10.6875 0 
z
" id="DejaVuSans-2e"/>
     <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 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 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 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 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 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"/>
    </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-36"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-35"/>
     <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-33"/>
     <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-30"/>
     <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-32"/>
     <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.697266 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1458.320312 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1521.943359 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1585.566406 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1617.353516 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1679.951172 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1711.738281 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1775.117188 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1808.808594 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1840.595703 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1904.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1936.005859 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(1999.628906 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(2063.251953 0.78125)" xlink:href="#DejaVuSans-38"/>
    </g>
   </g>
   <g id="text_3">
    <!-- 623.66 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 24.087119)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-36"/>
     <use x="63.623047" xlink:href="#DejaVuSans-32"/>
     <use x="127.246094" xlink:href="#DejaVuSans-33"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-36"/>
     <use x="286.279297" xlink:href="#DejaVuSans-36"/>
    </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(#p010a296a8d)" d="M 18.697188 50.701648 
L 372.281346 50.701648 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_4">
    <path clip-path="url(#p010a296a8d)" d="M 18.697188 50.151805 
L 20.221257 51.512687 
L 21.745327 51.812788 
L 24.793466 52.707765 
L 26.317536 52.447033 
L 27.841605 52.705284 
L 30.889745 52.708558 
L 32.413814 52.609526 
L 33.937884 51.79641 
L 35.461954 51.822451 
L 36.986023 52.085748 
L 38.510093 51.596405 
L 41.558232 51.665843 
L 43.082302 51.475725 
L 44.606372 51.526118 
L 46.130441 52.114894 
L 47.654511 51.79129 
L 50.70265 52.123624 
L 52.22672 51.694868 
L 53.750789 51.822236 
L 55.274859 51.514123 
L 56.798929 51.575447 
L 58.322998 51.419624 
L 59.847068 51.039573 
L 61.371138 51.370667 
L 62.895207 51.230326 
L 64.419277 51.723437 
L 68.991486 52.110651 
L 72.039625 51.921576 
L 73.563695 52.270923 
L 75.087764 51.779183 
L 76.611834 51.924943 
L 78.135904 51.355707 
L 82.708113 51.215216 
L 84.232182 51.614415 
L 88.804391 51.532283 
L 90.328461 51.236547 
L 91.852531 51.47413 
L 93.3766 51.520811 
L 94.90067 51.284832 
L 96.42474 51.668912 
L 97.948809 51.297768 
L 99.472879 51.568685 
L 104.045088 51.725013 
L 105.569157 50.932734 
L 107.093227 51.375013 
L 108.617297 50.483757 
L 110.141366 50.092402 
L 111.665436 50.531166 
L 113.189506 51.262363 
L 114.713575 50.647751 
L 116.237645 51.706219 
L 117.761715 51.627986 
L 119.285784 51.919497 
L 120.809854 52.070125 
L 122.333924 51.705025 
L 123.857993 52.215195 
L 125.382063 52.090989 
L 126.906133 51.747575 
L 128.430202 52.022978 
L 129.954272 51.734219 
L 133.002411 52.159215 
L 134.526481 51.722439 
L 136.05055 52.405734 
L 137.57462 52.054111 
L 139.09869 52.176806 
L 142.146829 51.906486 
L 143.670899 51.522741 
L 145.194968 50.635431 
L 146.719038 50.708124 
L 148.243108 51.161727 
L 149.767177 51.155478 
L 151.291247 51.343889 
L 152.815317 51.315554 
L 155.863456 51.951273 
L 157.387525 51.73739 
L 158.911595 51.884232 
L 160.435665 51.560776 
L 163.483804 51.468459 
L 165.007874 51.259304 
L 166.531943 51.669919 
L 168.056013 51.033893 
L 169.580083 51.051614 
L 171.104152 51.479856 
L 172.628222 51.327997 
L 174.152292 51.557316 
L 175.676361 51.472833 
L 177.200431 51.642507 
L 178.724501 51.683732 
L 180.24857 51.409634 
L 181.77264 51.672689 
L 184.820779 50.682569 
L 186.344849 50.488411 
L 187.868918 50.876092 
L 189.392988 50.693472 
L 190.917058 50.931036 
L 192.441127 51.38892 
L 193.965197 51.143521 
L 195.489267 51.69721 
L 197.013336 51.818711 
L 198.537406 51.658848 
L 200.061476 51.941517 
L 201.585545 51.391624 
L 203.109615 51.746586 
L 204.633685 51.359325 
L 206.157754 51.609574 
L 209.205894 51.351845 
L 210.729963 51.566176 
L 212.254033 51.314911 
L 213.778102 51.55158 
L 215.302172 51.216671 
L 216.826242 51.052117 
L 218.350311 51.016358 
L 219.874381 50.707098 
L 221.398451 51.343404 
L 222.92252 51.145507 
L 224.44659 51.767058 
L 225.97066 51.572855 
L 227.494729 51.589531 
L 229.018799 51.314361 
L 230.542869 51.498958 
L 232.066938 51.98374 
L 233.591008 51.858452 
L 235.115078 52.042844 
L 239.687287 51.778083 
L 241.211356 51.335794 
L 242.735426 51.518227 
L 244.259495 51.358244 
L 247.307635 51.367804 
L 248.831704 51.164394 
L 250.355774 51.36384 
L 251.879844 51.053143 
L 253.403913 51.292144 
L 256.452053 50.941594 
L 257.976122 51.452594 
L 259.500192 51.175409 
L 261.024262 51.312038 
L 262.548331 51.643431 
L 264.072401 50.808602 
L 265.596471 50.816232 
L 267.12054 50.936212 
L 270.168679 50.73644 
L 271.692749 50.846591 
L 273.216819 50.63974 
L 274.740888 51.220299 
L 276.264958 50.721816 
L 277.789028 51.23013 
L 279.313097 51.350129 
L 280.837167 51.610255 
L 285.409376 51.669499 
L 286.933446 51.310705 
L 288.457515 51.710267 
L 289.981585 51.551207 
L 291.505655 51.754365 
L 293.029724 51.105029 
L 296.077863 50.482946 
L 297.601933 50.721928 
L 299.126003 51.360808 
L 300.650072 51.834165 
L 302.174142 51.578954 
L 303.698212 51.795198 
L 305.222281 51.617661 
L 306.746351 51.905898 
L 308.270421 51.767394 
L 309.79449 51.88605 
L 311.31856 51.76884 
L 312.84263 51.498352 
L 314.366699 51.934093 
L 315.890769 51.842018 
L 317.414839 51.98845 
L 318.938908 51.872004 
L 320.462978 51.47551 
L 321.987048 51.681158 
L 323.511117 51.311553 
L 325.035187 51.716675 
L 328.083326 51.961906 
L 329.607396 51.887039 
L 331.131465 51.397164 
L 332.655535 51.56529 
L 334.179605 51.16279 
L 335.703674 51.288553 
L 338.751814 51.115064 
L 340.275883 51.330851 
L 341.799953 51.149592 
L 343.324023 51.459608 
L 346.372162 50.715623 
L 347.896232 51.074707 
L 349.420301 50.738977 
L 350.944371 51.219936 
L 353.99251 50.800926 
L 355.51658 51.08173 
L 360.088789 50.681916 
L 361.612858 51.34028 
L 363.136928 51.096746 
L 364.660998 50.708124 
L 366.185067 51.224226 
L 367.709137 51.538224 
L 369.233207 51.04599 
L 372.281346 51.689403 
L 372.281346 51.689403 
" 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: 681.675 $\bullet$ mean: 672.620 $\bullet$ $\sigma$: 3.004 -->
    <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:#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-38"/>
     <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-36"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-37"/>
     <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-37"/>
     <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-30"/>
     <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-33"/>
     <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1936.083984 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1999.707031 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(2063.330078 0.78125)" xlink:href="#DejaVuSans-34"/>
    </g>
   </g>
   <g id="text_6">
    <!-- 677.69 -->
    <defs>
     <path d="M 10.984375 1.515625 
L 10.984375 10.5 
Q 14.703125 8.734375 18.5 7.8125 
Q 22.3125 6.890625 25.984375 6.890625 
Q 35.75 6.890625 40.890625 13.453125 
Q 46.046875 20.015625 46.78125 33.40625 
Q 43.953125 29.203125 39.59375 26.953125 
Q 35.25 24.703125 29.984375 24.703125 
Q 19.046875 24.703125 12.671875 31.3125 
Q 6.296875 37.9375 6.296875 49.421875 
Q 6.296875 60.640625 12.9375 67.421875 
Q 19.578125 74.21875 30.609375 74.21875 
Q 43.265625 74.21875 49.921875 64.515625 
Q 56.59375 54.828125 56.59375 36.375 
Q 56.59375 19.140625 48.40625 8.859375 
Q 40.234375 -1.421875 26.421875 -1.421875 
Q 22.703125 -1.421875 18.890625 -0.6875 
Q 15.09375 0.046875 10.984375 1.515625 
z
M 30.609375 32.421875 
Q 37.25 32.421875 41.125 36.953125 
Q 45.015625 41.5 45.015625 49.421875 
Q 45.015625 57.28125 41.125 61.84375 
Q 37.25 66.40625 30.609375 66.40625 
Q 23.96875 66.40625 20.09375 61.84375 
Q 16.21875 57.28125 16.21875 49.421875 
Q 16.21875 41.5 20.09375 36.953125 
Q 23.96875 32.421875 30.609375 32.421875 
z
" id="DejaVuSans-39"/>
    </defs>
    <g style="fill:#d3d3d3;" transform="translate(7.2 51.52946)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-36"/>
     <use x="63.623047" xlink:href="#DejaVuSans-37"/>
     <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-39"/>
    </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(#p966b2862e3)" d="M 18.697188 78.719261 
L 372.281346 78.719261 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_6">
    <path clip-path="url(#p966b2862e3)" d="M 18.697188 78.991334 
L 26.317536 79.392444 
L 30.889745 79.350268 
L 32.413814 79.207585 
L 33.937884 79.207987 
L 35.461954 79.017069 
L 38.510093 79.113834 
L 41.558232 79.13702 
L 43.082302 79.285466 
L 44.606372 79.177304 
L 46.130441 79.355026 
L 55.274859 79.083024 
L 56.798929 78.866012 
L 58.322998 78.981459 
L 59.847068 78.920897 
L 65.943347 79.124354 
L 75.087764 79.12004 
L 78.135904 78.973857 
L 84.232182 79.076384 
L 85.756252 79.221837 
L 87.280322 79.152563 
L 90.328461 79.184123 
L 91.852531 79.04494 
L 96.42474 79.093724 
L 111.665436 78.779282 
L 113.189506 78.948122 
L 116.237645 79.035836 
L 117.761715 79.210228 
L 119.285784 79.139812 
L 120.809854 79.192444 
L 125.382063 78.998175 
L 128.430202 78.903948 
L 129.954272 79.011043 
L 131.478341 78.945194 
L 134.526481 79.137634 
L 142.146829 78.979789 
L 143.670899 78.791663 
L 145.194968 78.822991 
L 146.719038 78.740077 
L 151.291247 78.934039 
L 155.863456 79.115272 
L 165.007874 78.85287 
L 166.531943 78.768349 
L 169.580083 78.802955 
L 174.152292 78.930508 
L 175.676361 79.087708 
L 183.29671 78.971098 
L 184.820779 78.809224 
L 187.868918 78.761381 
L 189.392988 78.885023 
L 190.917058 78.791219 
L 192.441127 78.988448 
L 200.061476 78.953885 
L 203.109615 78.852077 
L 209.205894 78.831343 
L 210.729963 78.723604 
L 229.018799 78.832379 
L 232.066938 78.781512 
L 233.591008 78.906486 
L 257.976122 78.820252 
L 259.500192 78.930613 
L 261.024262 78.849254 
L 262.548331 78.994919 
L 265.596471 78.903092 
L 270.168679 78.594983 
L 271.692749 78.756761 
L 274.740888 78.81321 
L 276.264958 78.922515 
L 277.789028 78.88775 
L 279.313097 78.990023 
L 280.837167 78.893978 
L 282.361237 78.918507 
L 283.885306 78.791599 
L 285.409376 78.877896 
L 288.457515 78.773329 
L 291.505655 78.685224 
L 297.601933 78.683437 
L 300.650072 78.843693 
L 308.270421 79.058368 
L 311.31856 78.892307 
L 317.414839 78.754784 
L 318.938908 78.922737 
L 320.462978 78.81265 
L 323.511117 78.983775 
L 338.751814 78.809563 
L 343.324023 78.933373 
L 344.848092 78.925348 
L 347.896232 78.743111 
L 350.944371 78.622272 
L 352.46844 78.759552 
L 353.99251 78.669396 
L 355.51658 78.864701 
L 357.040649 78.899074 
L 358.564719 78.808759 
L 360.088789 78.895035 
L 367.709137 78.735795 
L 369.233207 78.836936 
L 370.757276 78.762798 
L 372.281346 78.908759 
L 372.281346 78.908759 
" 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: 649.066 $\bullet$ mean: 647.061 $\bullet$ $\sigma$: 0.956 -->
    <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-34"/>
     <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(506.005859 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-31"/>
     <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(1936.083984 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1999.707031 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(2063.330078 0.78125)" xlink:href="#DejaVuSans-36"/>
    </g>
   </g>
   <g id="text_9">
    <!-- 648.35 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 79.547073)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-38"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-33"/>
     <use x="286.279297" xlink:href="#DejaVuSans-35"/>
    </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(#p0b7beff630)" d="M 18.697188 106.926996 
L 372.281346 106.926996 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_8">
    <path clip-path="url(#p0b7beff630)" d="M 20.221257 112.310745 
L 21.745327 110.88872 
L 23.269396 111.555448 
L 26.317536 112.503094 
L 27.841605 111.349717 
L 29.365675 111.436109 
L 30.889745 111.911544 
L 32.413814 110.877851 
L 33.937884 110.338162 
L 35.461954 108.058116 
L 36.986023 105.468025 
L 38.510093 104.431504 
L 40.034163 112.587809 
L 41.558232 108.387165 
L 43.082302 109.016567 
L 44.606372 110.900178 
L 46.130441 113.433162 
L 47.654511 111.025606 
L 49.17858 111.361767 
L 50.70265 111.245871 
L 53.750789 110.127089 
L 55.274859 106.566868 
L 56.798929 108.913994 
L 58.322998 112.572716 
L 59.847068 112.765905 
L 61.371138 111.895459 
L 62.895207 110.07082 
L 64.419277 108.759968 
L 65.943347 109.472285 
L 67.467416 109.554731 
L 68.991486 110.700688 
L 70.515556 108.79397 
L 72.039625 107.871013 
L 73.563695 110.421419 
L 75.087764 110.557468 
L 76.611834 111.912851 
L 78.135904 111.510855 
L 79.659973 111.858288 
L 81.184043 113.766495 
L 82.708113 111.311706 
L 85.756252 111.081628 
L 87.280322 108.253818 
L 88.804391 109.64361 
L 90.328461 112.301957 
L 91.852531 111.276212 
L 93.3766 111.632089 
L 94.90067 109.328969 
L 96.42474 111.857233 
L 97.948809 114.739791 
L 99.472879 112.027348 
L 100.996949 107.94253 
L 102.521018 109.14392 
L 104.045088 110.022003 
L 105.569157 110.243356 
L 107.093227 102.381751 
L 108.617297 109.698573 
L 110.141366 104.968521 
L 111.665436 108.639196 
L 113.189506 110.599141 
L 114.713575 110.91409 
L 116.237645 109.856019 
L 117.761715 109.038119 
L 119.285784 109.873378 
L 120.809854 112.187027 
L 122.333924 113.071443 
L 123.857993 111.123674 
L 125.382063 112.365119 
L 126.906133 111.966947 
L 128.430202 111.792483 
L 129.954272 110.875615 
L 131.478341 109.809346 
L 133.002411 111.266524 
L 134.526481 111.220098 
L 136.05055 111.761586 
L 137.57462 111.546753 
L 139.09869 108.595909 
L 140.622759 110.51517 
L 142.146829 110.185191 
L 143.670899 109.405736 
L 145.194968 110.138639 
L 148.243108 110.035574 
L 149.767177 110.793662 
L 151.291247 111.343909 
L 152.815317 112.921422 
L 154.339386 110.440361 
L 155.863456 111.991509 
L 157.387525 110.836116 
L 158.911595 110.501165 
L 160.435665 108.780339 
L 161.959734 106.791298 
L 163.483804 109.191246 
L 166.531943 112.017097 
L 168.056013 111.91167 
L 169.580083 110.178576 
L 171.104152 113.058742 
L 172.628222 111.546567 
L 174.152292 110.727579 
L 175.676361 111.819129 
L 177.200431 111.648737 
L 178.724501 113.435802 
L 180.24857 112.469369 
L 181.77264 107.679845 
L 183.29671 108.534731 
L 184.820779 106.95697 
L 186.344849 112.842512 
L 187.868918 110.443997 
L 189.392988 109.787823 
L 190.917058 108.357383 
L 192.441127 111.665877 
L 193.965197 110.323876 
L 195.489267 108.436727 
L 197.013336 108.44393 
L 198.537406 109.016285 
L 200.061476 111.241866 
L 203.109615 111.66594 
L 204.633685 110.519986 
L 206.157754 108.81282 
L 209.205894 108.860053 
L 210.729963 108.455047 
L 212.254033 109.031597 
L 213.778102 107.734378 
L 215.302172 107.501442 
L 216.826242 108.902692 
L 218.350311 108.75885 
L 219.874381 107.567895 
L 221.398451 109.409338 
L 222.92252 109.35232 
L 224.44659 106.972218 
L 225.97066 108.761271 
L 227.494729 109.757981 
L 229.018799 111.640197 
L 230.542869 112.753884 
L 232.066938 112.226808 
L 233.591008 112.968222 
L 235.115078 111.562749 
L 236.639147 112.560388 
L 238.163217 111.524086 
L 239.687287 113.275749 
L 241.211356 113.849037 
L 242.735426 112.802361 
L 244.259495 110.940114 
L 245.783565 110.358412 
L 247.307635 109.634633 
L 248.831704 108.098611 
L 250.355774 110.291581 
L 251.879844 110.373812 
L 253.403913 109.379648 
L 254.927983 110.15659 
L 256.452053 110.529922 
L 257.976122 112.308539 
L 259.500192 111.624545 
L 261.024262 109.934615 
L 262.548331 107.141152 
L 264.072401 102.850574 
L 265.596471 112.927416 
L 267.12054 111.728203 
L 268.64461 108.192299 
L 270.168679 107.5742 
L 271.692749 107.574385 
L 274.740888 109.374058 
L 276.264958 109.311829 
L 277.789028 108.261488 
L 279.313097 109.350273 
L 280.837167 107.958463 
L 282.361237 110.575726 
L 283.885306 110.720438 
L 285.409376 111.418407 
L 286.933446 109.731679 
L 288.457515 108.734036 
L 291.505655 108.853408 
L 293.029724 109.667488 
L 296.077863 113.312827 
L 297.601933 108.711646 
L 299.126003 109.546039 
L 300.650072 111.098364 
L 302.174142 112.208672 
L 303.698212 112.505796 
L 305.222281 113.905184 
L 306.746351 112.418005 
L 308.270421 112.894965 
L 309.79449 112.647743 
L 311.31856 112.996605 
L 312.84263 111.845461 
L 314.366699 111.967599 
L 315.890769 111.442321 
L 317.414839 109.71317 
L 318.938908 111.793727 
L 320.462978 112.53272 
L 321.987048 112.093709 
L 323.511117 112.624017 
L 325.035187 111.176527 
L 326.559256 110.469088 
L 328.083326 110.007439 
L 329.607396 109.141714 
L 331.131465 109.36664 
L 332.655535 109.41592 
L 334.179605 110.118208 
L 337.227744 110.313444 
L 338.751814 111.118862 
L 340.275883 112.884777 
L 341.799953 110.45558 
L 343.324023 109.552247 
L 344.848092 107.995605 
L 346.372162 107.569572 
L 347.896232 108.759409 
L 349.420301 111.008185 
L 350.944371 109.249411 
L 352.46844 108.183759 
L 353.99251 100.891066 
L 355.51658 100.010685 
L 357.040649 107.683199 
L 358.564719 108.666464 
L 360.088789 114.740505 
L 361.612858 106.890361 
L 363.136928 107.680219 
L 364.660998 104.363589 
L 366.185067 104.89958 
L 367.709137 108.616155 
L 369.233207 110.315958 
L 370.757276 109.42272 
L 372.281346 111.409589 
L 372.281346 111.409589 
" 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: 1.605 $\bullet$ mean: 1.277 $\bullet$ $\sigma$: 0.070 -->
    <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-36"/>
     <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1140.205078 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1203.828125 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1267.435547 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1331.058594 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1362.845703 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1425.443359 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1457.230469 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1520.609375 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1554.300781 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1586.087891 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1649.710938 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1681.498047 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1745.121094 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1808.744141 0.78125)" xlink:href="#DejaVuSans-30"/>
    </g>
   </g>
   <g id="text_12">
    <!-- 1.38 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 107.754809)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-31"/>
     <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
     <use x="95.410156" xlink:href="#DejaVuSans-33"/>
     <use x="159.033203" xlink:href="#DejaVuSans-38"/>
    </g>
   </g>
  </g>
  <g id="axes_5">
   <g id="patch_14">
    <path d="M 18.697188 148.249344 
L 372.281346 148.249344 
L 372.281346 122.702592 
L 18.697188 122.702592 
z
" style="fill:#ffffff;"/>
   </g>
   <g id="matplotlib.axis_9">
    <g id="xtick_25"/>
    <g id="xtick_26"/>
    <g id="xtick_27"/>
    <g id="xtick_28"/>
    <g id="xtick_29"/>
    <g id="xtick_30"/>
   </g>
   <g id="matplotlib.axis_10"/>
   <g id="line2d_9">
    <path clip-path="url(#p816f99c245)" d="M 18.697188 128.700372 
L 372.281346 128.700372 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_10">
    <path clip-path="url(#p816f99c245)" d="M 20.221257 136.261596 
L 21.745327 131.736556 
L 23.269396 134.120655 
L 24.793466 141.676768 
L 26.317536 141.46868 
L 27.841605 135.887525 
L 29.365675 133.837729 
L 32.413814 143.457964 
L 33.937884 137.860316 
L 35.461954 128.502855 
L 36.986023 138.085718 
L 38.510093 125.753577 
L 40.034163 142.135703 
L 41.558232 133.136237 
L 43.082302 129.490822 
L 44.606372 134.506658 
L 46.130441 136.249775 
L 47.654511 140.300343 
L 49.17858 127.543638 
L 50.70265 127.942013 
L 53.750789 140.648884 
L 55.274859 136.914622 
L 56.798929 128.581874 
L 58.322998 128.846461 
L 59.847068 140.458572 
L 61.371138 137.833658 
L 62.895207 133.804052 
L 65.943347 138.366493 
L 67.467416 142.608123 
L 68.991486 138.189247 
L 70.515556 136.456693 
L 72.039625 133.463362 
L 73.563695 137.986553 
L 75.087764 144.639651 
L 76.611834 135.906243 
L 78.135904 135.401544 
L 81.184043 133.594708 
L 82.708113 141.41802 
L 85.756252 135.418505 
L 87.280322 134.487643 
L 88.804391 138.466585 
L 90.328461 139.099257 
L 91.852531 136.089555 
L 93.3766 130.634574 
L 94.90067 132.60286 
L 96.42474 141.069891 
L 97.948809 140.61188 
L 99.472879 137.050444 
L 100.996949 134.338608 
L 102.521018 135.347763 
L 104.045088 140.525552 
L 105.569157 144.631832 
L 107.093227 127.239511 
L 108.617297 133.637803 
L 110.141366 135.421661 
L 111.665436 129.875038 
L 113.189506 135.652559 
L 114.713575 144.623155 
L 116.237645 140.473232 
L 117.761715 135.170517 
L 119.285784 133.463928 
L 120.809854 137.842988 
L 122.333924 145.208496 
L 123.857993 135.169156 
L 125.382063 129.585518 
L 126.906133 137.450907 
L 128.430202 144.184846 
L 131.478341 130.547386 
L 133.002411 129.780656 
L 134.526481 138.793116 
L 136.05055 142.010927 
L 137.57462 135.717155 
L 139.09869 132.020194 
L 140.622759 132.533326 
L 142.146829 138.546892 
L 143.670899 142.47733 
L 146.719038 130.955038 
L 148.243108 133.15016 
L 149.767177 138.613036 
L 151.291247 141.693808 
L 152.815317 133.888308 
L 154.339386 132.886161 
L 155.863456 136.725296 
L 157.387525 142.944025 
L 158.911595 143.01467 
L 160.435665 140.012943 
L 161.959734 135.733549 
L 163.483804 134.651957 
L 165.007874 140.294335 
L 166.531943 142.187686 
L 168.056013 135.572693 
L 169.580083 131.64622 
L 171.104152 135.35981 
L 172.628222 144.044845 
L 175.676361 132.736311 
L 177.200431 131.903322 
L 178.724501 134.838436 
L 180.24857 141.614908 
L 181.77264 139.229568 
L 183.29671 145.245499 
L 184.820779 137.119071 
L 186.344849 143.791692 
L 187.868918 134.836467 
L 189.392988 129.469795 
L 190.917058 132.124778 
L 192.441127 141.616792 
L 193.965197 141.863141 
L 195.489267 131.401796 
L 197.013336 130.204613 
L 198.537406 131.770782 
L 200.061476 136.506499 
L 201.585545 142.000481 
L 203.109615 142.412187 
L 204.633685 136.442665 
L 206.157754 129.466901 
L 207.681824 130.470013 
L 209.205894 134.867781 
L 210.729963 145.843646 
L 212.254033 138.793225 
L 213.778102 136.965488 
L 215.302172 134.764705 
L 216.826242 128.644506 
L 218.350311 128.633552 
L 219.874381 133.536264 
L 221.398451 143.806871 
L 222.92252 140.525154 
L 224.44659 136.93529 
L 225.97066 135.976316 
L 227.494729 132.153485 
L 229.018799 131.025572 
L 232.066938 144.854965 
L 233.591008 140.90311 
L 235.115078 138.50543 
L 236.639147 133.909137 
L 238.163217 133.651094 
L 239.687287 139.118938 
L 241.211356 145.044881 
L 242.735426 142.925291 
L 244.259495 141.365162 
L 245.783565 133.559999 
L 247.307635 131.87703 
L 248.831704 135.93773 
L 250.355774 138.567131 
L 251.879844 145.825833 
L 253.403913 134.348107 
L 254.927983 132.07513 
L 256.452053 135.666246 
L 257.976122 141.316475 
L 259.500192 139.217887 
L 261.024262 133.436556 
L 262.548331 139.827027 
L 264.072401 126.876407 
L 265.596471 139.727006 
L 267.12054 134.868934 
L 268.64461 131.439603 
L 270.168679 129.27321 
L 271.692749 130.015787 
L 273.216819 140.635645 
L 274.740888 142.748126 
L 276.264958 138.609076 
L 277.789028 132.827328 
L 279.313097 131.174117 
L 280.837167 130.937365 
L 282.361237 131.41554 
L 283.885306 134.800171 
L 285.409376 142.091979 
L 286.933446 142.495033 
L 289.981585 133.705732 
L 291.505655 133.875892 
L 293.029724 141.028935 
L 294.553794 144.573052 
L 296.077863 141.634055 
L 297.601933 139.138678 
L 299.126003 132.360904 
L 300.650072 132.213987 
L 302.174142 139.267578 
L 303.698212 144.035135 
L 305.222281 137.873872 
L 306.746351 131.066674 
L 308.270421 130.739186 
L 309.79449 133.319841 
L 311.31856 136.588472 
L 312.84263 142.570169 
L 314.366699 139.048253 
L 315.890769 133.442335 
L 317.414839 131.901157 
L 318.938908 131.134872 
L 320.462978 135.561279 
L 321.987048 141.262189 
L 323.511117 144.627323 
L 326.559256 135.72936 
L 328.083326 131.538594 
L 329.607396 133.014426 
L 331.131465 137.09213 
L 332.655535 143.16624 
L 334.179605 135.996735 
L 335.703674 133.774422 
L 338.751814 133.343239 
L 340.275883 134.99258 
L 341.799953 143.452048 
L 343.324023 132.085974 
L 344.848092 128.74608 
L 346.372162 131.542948 
L 347.896232 137.255549 
L 349.420301 144.75799 
L 350.944371 139.37324 
L 352.46844 133.262894 
L 353.99251 129.671209 
L 355.51658 131.716505 
L 357.040649 137.478136 
L 358.564719 137.105557 
L 360.088789 142.21066 
L 361.612858 126.549178 
L 363.136928 125.775595 
L 364.660998 129.852144 
L 366.185067 124.88202 
L 367.709137 136.338872 
L 369.233207 142.2966 
L 370.757276 131.785311 
L 372.281346 129.447273 
L 372.281346 129.447273 
" 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: 0.273 $\bullet$ mean: 0.130 $\bullet$ $\sigma$: 0.060 -->
    <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-37"/>
     <use transform="translate(505.927734 0.78125)" xlink:href="#DejaVuSans-33"/>
     <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-33"/>
     <use transform="translate(1267.451172 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1331.074219 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1362.861328 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1425.458984 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1457.246094 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1520.625 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1554.316406 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1586.103516 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1649.726562 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1681.513672 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1745.136719 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1808.759766 0.78125)" xlink:href="#DejaVuSans-30"/>
    </g>
   </g>
   <g id="text_15">
    <!-- 0.23 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 129.528185)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-32"/>
     <use x="159.033203" xlink:href="#DejaVuSans-33"/>
    </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(#p3945801a28)">
    <image height="947" id="image312f9b7ae5" transform="matrix(4 0 0 0.135164 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
iVBORw0KGgoAAAANSUhEUgAAAAEAAAOzCAYAAAB5/2xqAAAABHNCSVQICAgIfAhkiAAAAENJREFUWIXt17ERABAUBNEbkSoYEYmGNKIxtYh1Qg2yz2zy4k1XsY/tJAkAAAAA4EmWbxYyrqgpWMgwjmYuzAoAwA8cqvMNfm9xLXgAAAAASUVORK5CYII="/>
   </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(#pd4954b9a59)">
    <image height="128.16" id="imaged8965588d0" 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="m17ee2e3e12" style="stroke:#262626;"/>
      </defs>
      <g>
       <use style="fill:#262626;stroke:#262626;" x="19.455952" xlink:href="#m17ee2e3e12" 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="#m17ee2e3e12" 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="#m17ee2e3e12" 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="#m17ee2e3e12" 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="#m17ee2e3e12" 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="#m17ee2e3e12" 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="p3c1b74e7d4">
   <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
  </clipPath>
  <clipPath id="p010a296a8d">
   <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
  </clipPath>
  <clipPath id="p966b2862e3">
   <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
  </clipPath>
  <clipPath id="p0b7beff630">
   <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
  </clipPath>
  <clipPath id="p816f99c245">
   <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
  </clipPath>
  <clipPath id="p3945801a28">
   <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
  </clipPath>
  <clipPath id="pd4954b9a59">
   <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
  </clipPath>
 </defs>
</svg>