highspeed-fmriprep/fmriprep/sub-23/figures/sub-23_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(#p5d6a857597)" d="M 18.697188 23.234084 
L 372.281346 23.234084 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_2">
    <path clip-path="url(#p5d6a857597)" d="M 18.697188 23.216175 
L 20.221257 23.591672 
L 23.269396 23.626243 
L 24.793466 23.560548 
L 30.889745 23.722548 
L 35.461954 23.61937 
L 38.510093 23.475558 
L 41.558232 23.512231 
L 44.606372 23.513719 
L 46.130441 23.563226 
L 47.654511 23.481774 
L 53.750789 23.770003 
L 56.798929 23.667009 
L 58.322998 23.776138 
L 61.371138 23.672139 
L 64.419277 23.848336 
L 67.467416 23.865519 
L 70.515556 23.602761 
L 73.563695 23.466622 
L 84.232182 23.719655 
L 87.280322 23.657326 
L 88.804391 23.675811 
L 93.3766 23.271047 
L 96.42474 23.501542 
L 99.472879 23.564836 
L 104.045088 23.758647 
L 107.093227 23.813673 
L 114.713575 23.310952 
L 117.761715 23.416572 
L 122.333924 23.483508 
L 126.906133 23.744255 
L 128.430202 23.650596 
L 129.954272 23.683033 
L 133.002411 23.32477 
L 136.05055 23.49668 
L 139.09869 23.672908 
L 143.670899 23.719737 
L 146.719038 23.566457 
L 158.911595 23.521259 
L 160.435665 23.715839 
L 166.531943 23.76392 
L 168.056013 23.829758 
L 171.104152 23.554701 
L 174.152292 23.483805 
L 175.676361 23.535436 
L 178.724501 23.421291 
L 184.820779 23.490289 
L 189.392988 23.459626 
L 192.441127 23.537805 
L 198.537406 23.295698 
L 204.633685 23.480646 
L 206.157754 23.628448 
L 209.205894 23.43038 
L 210.729963 23.24339 
L 212.254033 23.230188 
L 213.778102 23.342312 
L 215.302172 23.292312 
L 216.826242 23.524531 
L 218.350311 23.571689 
L 225.97066 23.275119 
L 229.018799 23.359269 
L 230.542869 23.298508 
L 232.066938 23.393665 
L 233.591008 23.300847 
L 241.211356 23.507153 
L 247.307635 23.307864 
L 250.355774 23.474439 
L 251.879844 23.763807 
L 256.452053 23.652945 
L 261.024262 23.513626 
L 264.072401 23.611194 
L 267.12054 23.605234 
L 270.168679 23.563359 
L 273.216819 23.18343 
L 274.740888 23.075143 
L 289.981585 23.39942 
L 291.505655 23.334874 
L 293.029724 23.521833 
L 294.553794 23.467125 
L 299.126003 23.69086 
L 309.79449 23.31207 
L 311.31856 23.371353 
L 312.84263 23.559358 
L 315.890769 23.564426 
L 317.414839 23.51101 
L 318.938908 23.345256 
L 321.987048 23.36964 
L 331.131465 23.028272 
L 332.655535 23.269641 
L 334.179605 23.381263 
L 335.703674 23.614661 
L 338.751814 23.722076 
L 340.275883 23.638378 
L 341.799953 23.409483 
L 344.848092 23.296416 
L 349.420301 23.502311 
L 352.46844 23.714762 
L 358.564719 23.483087 
L 360.088789 23.637824 
L 363.136928 23.414797 
L 364.660998 23.73574 
L 369.233207 23.846469 
L 372.281346 24.335342 
L 372.281346 24.335342 
" 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: 655.695 $\bullet$ mean: 652.738 $\bullet$ $\sigma$: 1.094 -->
    <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 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 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 16.734375 31.203125 
Q 16.734375 37.265625 20.953125 41.4375 
Q 25.1875 45.609375 31.34375 45.609375 
Q 37.390625 45.609375 41.5625 41.4375 
Q 45.75 37.265625 45.75 31.203125 
Q 45.75 25.109375 41.546875 20.90625 
Q 37.34375 16.703125 31.25 16.703125 
Q 25.140625 16.703125 20.9375 20.90625 
Q 16.734375 25.109375 16.734375 31.203125 
z
" id="DejaVuSans-2219"/>
     <path d="M 56.203125 29.59375 
L 56.203125 25.203125 
L 14.890625 25.203125 
Q 15.484375 15.921875 20.484375 11.0625 
Q 25.484375 6.203125 34.421875 6.203125 
Q 39.59375 6.203125 44.453125 7.46875 
Q 49.3125 8.734375 54.109375 11.28125 
L 54.109375 2.78125 
Q 49.265625 0.734375 44.1875 -0.34375 
Q 39.109375 -1.421875 33.890625 -1.421875 
Q 20.796875 -1.421875 13.15625 6.1875 
Q 5.515625 13.8125 5.515625 26.8125 
Q 5.515625 40.234375 12.765625 48.109375 
Q 20.015625 56 32.328125 56 
Q 43.359375 56 49.78125 48.890625 
Q 56.203125 41.796875 56.203125 29.59375 
z
M 47.21875 32.234375 
Q 47.125 39.59375 43.09375 43.984375 
Q 39.0625 48.390625 32.421875 48.390625 
Q 24.90625 48.390625 20.390625 44.140625 
Q 15.875 39.890625 15.1875 32.171875 
z
" id="DejaVuSans-65"/>
     <path d="M 54.890625 33.015625 
L 54.890625 0 
L 45.90625 0 
L 45.90625 32.71875 
Q 45.90625 40.484375 42.875 44.328125 
Q 39.84375 48.1875 33.796875 48.1875 
Q 26.515625 48.1875 22.3125 43.546875 
Q 18.109375 38.921875 18.109375 30.90625 
L 18.109375 0 
L 9.078125 0 
L 9.078125 54.6875 
L 18.109375 54.6875 
L 18.109375 46.1875 
Q 21.34375 51.125 25.703125 53.5625 
Q 30.078125 56 35.796875 56 
Q 45.21875 56 50.046875 50.171875 
Q 54.890625 44.34375 54.890625 33.015625 
z
" id="DejaVuSans-6e"/>
     <path d="M 19.1875 8.296875 
L 53.609375 8.296875 
L 53.609375 0 
L 7.328125 0 
L 7.328125 8.296875 
Q 12.9375 14.109375 22.625 23.890625 
Q 32.328125 33.6875 34.8125 36.53125 
Q 39.546875 41.84375 41.421875 45.53125 
Q 43.3125 49.21875 43.3125 52.78125 
Q 43.3125 58.59375 39.234375 62.25 
Q 35.15625 65.921875 28.609375 65.921875 
Q 23.96875 65.921875 18.8125 64.3125 
Q 13.671875 62.703125 7.8125 59.421875 
L 7.8125 69.390625 
Q 13.765625 71.78125 18.9375 73 
Q 24.125 74.21875 28.421875 74.21875 
Q 39.75 74.21875 46.484375 68.546875 
Q 53.21875 62.890625 53.21875 53.421875 
Q 53.21875 48.921875 51.53125 44.890625 
Q 49.859375 40.875 45.40625 35.40625 
Q 44.1875 33.984375 37.640625 27.21875 
Q 31.109375 20.453125 19.1875 8.296875 
z
" id="DejaVuSans-32"/>
     <path d="M 8.203125 72.90625 
L 55.078125 72.90625 
L 55.078125 68.703125 
L 28.609375 0 
L 18.3125 0 
L 43.21875 64.59375 
L 8.203125 64.59375 
z
" id="DejaVuSans-37"/>
     <path d="M 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 34.625 
Q 24.75 34.625 20.71875 30.859375 
Q 16.703125 27.09375 16.703125 20.515625 
Q 16.703125 13.921875 20.71875 10.15625 
Q 24.75 6.390625 31.78125 6.390625 
Q 38.8125 6.390625 42.859375 10.171875 
Q 46.921875 13.96875 46.921875 20.515625 
Q 46.921875 27.09375 42.890625 30.859375 
Q 38.875 34.625 31.78125 34.625 
z
M 21.921875 38.8125 
Q 15.578125 40.375 12.03125 44.71875 
Q 8.5 49.078125 8.5 55.328125 
Q 8.5 64.0625 14.71875 69.140625 
Q 20.953125 74.21875 31.78125 74.21875 
Q 42.671875 74.21875 48.875 69.140625 
Q 55.078125 64.0625 55.078125 55.328125 
Q 55.078125 49.078125 51.53125 44.71875 
Q 48 40.375 41.703125 38.8125 
Q 48.828125 37.15625 52.796875 32.3125 
Q 56.78125 27.484375 56.78125 20.515625 
Q 56.78125 9.90625 50.3125 4.234375 
Q 43.84375 -1.421875 31.78125 -1.421875 
Q 19.734375 -1.421875 13.25 4.234375 
Q 6.78125 9.90625 6.78125 20.515625 
Q 6.78125 27.484375 10.78125 32.3125 
Q 14.796875 37.15625 21.921875 38.8125 
z
M 18.3125 54.390625 
Q 18.3125 48.734375 21.84375 45.5625 
Q 25.390625 42.390625 31.78125 42.390625 
Q 38.140625 42.390625 41.71875 45.5625 
Q 45.3125 48.734375 45.3125 54.390625 
Q 45.3125 60.0625 41.71875 63.234375 
Q 38.140625 66.40625 31.78125 66.40625 
Q 25.390625 66.40625 21.84375 63.234375 
Q 18.3125 60.0625 18.3125 54.390625 
z
" id="DejaVuSans-38"/>
     <path d="M 34.671875 47.5625 
Q 27.25 47.5625 22.21875 42.1875 
Q 16.890625 36.578125 15.140625 27.296875 
Q 13.1875 17.484375 16.3125 11.8125 
Q 19.390625 6.203125 26.65625 6.203125 
Q 33.84375 6.203125 39.109375 11.859375 
Q 44.4375 17.53125 46.34375 27.296875 
Q 48.046875 36.234375 45.015625 42.1875 
Q 42.1875 47.5625 34.671875 47.5625 
z
M 36.078125 54.734375 
L 65.921875 54.6875 
L 64.15625 45.703125 
L 54.109375 45.703125 
Q 57.90625 38.09375 55.859375 27.296875 
Q 53.21875 13.875 45.0625 6.25 
Q 36.859375 -1.421875 25.140625 -1.421875 
Q 13.375 -1.421875 8.203125 6.25 
Q 3.03125 13.875 5.671875 27.296875 
Q 8.25 40.765625 16.40625 48.390625 
Q 23.1875 54.734375 36.078125 54.734375 
z
" id="DejaVuSans-Oblique-3c3"/>
     <path d="M 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 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 37.796875 64.3125 
L 12.890625 25.390625 
L 37.796875 25.390625 
z
M 35.203125 72.90625 
L 47.609375 72.90625 
L 47.609375 25.390625 
L 58.015625 25.390625 
L 58.015625 17.1875 
L 47.609375 17.1875 
L 47.609375 0 
L 37.796875 0 
L 37.796875 17.1875 
L 4.890625 17.1875 
L 4.890625 26.703125 
z
" id="DejaVuSans-34"/>
    </defs>
    <g style="fill:#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-35"/>
     <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-36"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-39"/>
     <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-35"/>
     <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(1394.666016 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1458.289062 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(1521.912109 0.78125)" xlink:href="#DejaVuSans-38"/>
     <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-30"/>
     <use transform="translate(1999.597656 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(2063.220703 0.78125)" xlink:href="#DejaVuSans-34"/>
    </g>
   </g>
   <g id="text_3">
    <!-- 654.42 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 24.061896)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-36"/>
     <use x="63.623047" xlink:href="#DejaVuSans-35"/>
     <use x="127.246094" xlink:href="#DejaVuSans-34"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-34"/>
     <use x="286.279297" xlink:href="#DejaVuSans-32"/>
    </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(#p0728c7dca4)" d="M 18.697188 50.780753 
L 372.281346 50.780753 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_4">
    <path clip-path="url(#p0728c7dca4)" d="M 18.697188 50.772335 
L 20.221257 51.77328 
L 21.745327 51.769981 
L 23.269396 52.404221 
L 24.793466 51.865278 
L 26.317536 51.717275 
L 27.841605 52.258863 
L 29.365675 51.803778 
L 30.889745 51.90746 
L 32.413814 52.37377 
L 33.937884 52.209607 
L 35.461954 51.893309 
L 36.986023 52.318326 
L 40.034163 51.72836 
L 41.558232 51.957511 
L 43.082302 51.95681 
L 44.606372 51.594835 
L 46.130441 51.840903 
L 49.17858 51.718612 
L 50.70265 51.990448 
L 52.22672 52.028825 
L 53.750789 51.895851 
L 55.274859 52.327093 
L 58.322998 51.576927 
L 59.847068 52.184829 
L 61.371138 51.831304 
L 62.895207 51.999449 
L 64.419277 52.305175 
L 65.943347 51.987906 
L 67.467416 52.262284 
L 68.991486 52.039433 
L 70.515556 51.485807 
L 72.039625 51.14718 
L 73.563695 51.55185 
L 75.087764 51.002149 
L 76.611834 51.587722 
L 79.659973 51.480339 
L 81.184043 52.113785 
L 82.708113 52.050219 
L 84.232182 51.746324 
L 85.756252 52.360451 
L 87.280322 51.94751 
L 88.804391 51.997561 
L 90.328461 52.591013 
L 91.852531 51.552729 
L 93.3766 51.59104 
L 94.90067 51.374424 
L 96.42474 51.517959 
L 97.948809 51.985223 
L 99.472879 51.243142 
L 100.996949 52.005066 
L 102.521018 51.665878 
L 104.045088 51.690469 
L 105.569157 52.219224 
L 107.093227 51.701694 
L 108.617297 52.019385 
L 111.665436 51.301109 
L 113.189506 51.319213 
L 114.713575 50.6893 
L 116.237645 51.246805 
L 119.285784 50.847613 
L 120.809854 50.964342 
L 122.333924 50.82849 
L 123.857993 51.458029 
L 126.906133 51.0954 
L 128.430202 51.861035 
L 129.954272 51.637885 
L 133.002411 51.62266 
L 134.526481 50.811133 
L 136.05055 51.659719 
L 137.57462 51.707929 
L 139.09869 52.064155 
L 142.146829 52.206747 
L 143.670899 52.625333 
L 145.194968 52.094784 
L 148.243108 52.138404 
L 149.767177 51.926499 
L 151.291247 52.372957 
L 152.815317 51.598826 
L 154.339386 52.010253 
L 155.863456 51.366442 
L 157.387525 51.773327 
L 158.911595 51.51352 
L 160.435665 51.553719 
L 161.959734 52.100074 
L 163.483804 51.746754 
L 165.007874 52.225515 
L 166.531943 51.835145 
L 168.056013 52.162621 
L 169.580083 52.190633 
L 171.104152 51.811414 
L 172.628222 51.943332 
L 174.152292 51.508435 
L 177.200431 51.319213 
L 178.724501 50.958931 
L 180.24857 51.372283 
L 181.77264 51.590283 
L 183.29671 51.675225 
L 184.820779 51.918283 
L 186.344849 51.288846 
L 187.868918 51.337963 
L 190.917058 51.175173 
L 192.441127 51.700816 
L 193.965197 51.389902 
L 195.489267 51.507613 
L 197.013336 50.728902 
L 198.537406 50.770662 
L 200.061476 51.389565 
L 201.585545 50.882448 
L 203.109615 51.35645 
L 204.633685 51.172855 
L 206.157754 51.346132 
L 207.681824 52.080839 
L 209.205894 51.619585 
L 213.778102 50.992952 
L 216.826242 51.350235 
L 218.350311 51.866278 
L 219.874381 51.711826 
L 221.398451 51.437037 
L 222.92252 51.475488 
L 224.44659 50.971399 
L 225.97066 51.612463 
L 227.494729 51.243403 
L 229.018799 51.342131 
L 230.542869 51.914292 
L 232.066938 51.347449 
L 233.591008 51.594022 
L 235.115078 51.472544 
L 236.639147 51.21356 
L 238.163217 51.934163 
L 239.687287 51.635352 
L 241.211356 51.98126 
L 242.735426 51.825069 
L 244.259495 51.131497 
L 245.783565 51.487461 
L 247.307635 50.786365 
L 248.831704 51.263826 
L 250.355774 50.975698 
L 253.403913 51.919433 
L 254.927983 51.694488 
L 256.452053 51.832089 
L 259.500192 51.797544 
L 261.024262 51.985504 
L 262.548331 51.553916 
L 264.072401 51.759101 
L 268.64461 51.732632 
L 270.168679 51.378433 
L 271.692749 51.778243 
L 273.216819 51.181118 
L 274.740888 50.857492 
L 276.264958 51.116608 
L 277.789028 50.504939 
L 279.313097 51.327037 
L 280.837167 50.752642 
L 283.885306 51.066314 
L 285.409376 50.666158 
L 286.933446 51.438504 
L 288.457515 51.217644 
L 289.981585 51.660598 
L 291.505655 51.361105 
L 293.029724 51.351188 
L 294.553794 51.77199 
L 296.077863 51.256535 
L 297.601933 51.767709 
L 299.126003 51.883504 
L 302.174142 51.750147 
L 303.698212 51.737716 
L 305.222281 51.058117 
L 306.746351 51.309792 
L 308.270421 50.948257 
L 309.79449 50.876821 
L 314.366699 51.753811 
L 318.938908 51.866465 
L 320.462978 51.248235 
L 321.987048 51.220364 
L 325.035187 50.932891 
L 326.559256 51.110495 
L 328.083326 50.241272 
L 329.607396 50.630155 
L 331.131465 50.13301 
L 332.655535 50.407482 
L 334.179605 50.931928 
L 335.703674 51.115654 
L 337.227744 52.008711 
L 338.751814 51.561094 
L 341.799953 51.694068 
L 343.324023 50.946331 
L 344.848092 51.287949 
L 346.372162 50.738893 
L 347.896232 50.951893 
L 349.420301 51.456702 
L 350.944371 51.024946 
L 352.46844 51.97769 
L 353.99251 51.929088 
L 355.51658 51.522305 
L 357.040649 51.932396 
L 358.564719 51.569412 
L 360.088789 51.074342 
L 361.612858 52.363648 
L 363.136928 51.979484 
L 364.660998 51.732688 
L 370.757276 51.893122 
L 372.281346 52.699228 
L 372.281346 52.699228 
" 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: 682.888 $\bullet$ mean: 673.482 $\bullet$ $\sigma$: 2.981 -->
    <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-32"/>
     <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(505.974609 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(569.597656 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(633.220703 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(696.84375 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(728.630859 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(791.228516 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(823.015625 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(920.427734 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(981.951172 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(1043.230469 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(1106.609375 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1140.300781 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1172.087891 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1235.710938 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1299.333984 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(1362.957031 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.744141 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(1458.367188 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(1521.990234 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1585.613281 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1617.400391 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1679.998047 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1711.785156 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1775.164062 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1808.855469 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1840.642578 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1904.265625 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1936.052734 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1999.675781 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(2063.298828 0.78125)" xlink:href="#DejaVuSans-31"/>
    </g>
   </g>
   <g id="text_6">
    <!-- 678.66 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 51.608565)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-38"/>
     <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_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(#p4c72e4f606)" d="M 18.697188 78.769673 
L 372.281346 78.769673 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_6">
    <path clip-path="url(#p4c72e4f606)" d="M 18.697188 79.229745 
L 24.793466 79.105285 
L 26.317536 79.00657 
L 32.413814 79.259879 
L 36.986023 79.174296 
L 38.510093 79.051567 
L 43.082302 79.045426 
L 47.654511 79.016151 
L 49.17858 79.111476 
L 50.70265 79.026893 
L 52.22672 79.132259 
L 64.419277 79.058878 
L 67.467416 79.156623 
L 73.563695 78.94453 
L 88.804391 79.095944 
L 90.328461 78.973445 
L 91.852531 78.975375 
L 93.3766 78.800107 
L 96.42474 78.94683 
L 110.141366 79.043406 
L 113.189506 78.894162 
L 119.285784 78.915295 
L 120.809854 78.912465 
L 123.857993 79.046036 
L 126.906133 79.171366 
L 128.430202 79.023642 
L 129.954272 79.093683 
L 131.478341 78.907034 
L 133.002411 78.837313 
L 134.526481 78.903184 
L 136.05055 78.855136 
L 137.57462 78.932158 
L 139.09869 78.843084 
L 142.146829 79.051617 
L 145.194968 79.055547 
L 148.243108 78.961233 
L 151.291247 79.001979 
L 154.339386 78.955362 
L 158.911595 78.873999 
L 165.007874 79.000839 
L 169.580083 79.066739 
L 177.200431 78.954122 
L 178.724501 79.058418 
L 181.77264 78.978625 
L 187.868918 78.940519 
L 189.392988 79.055167 
L 193.965197 79.01017 
L 197.013336 78.821641 
L 198.537406 78.776864 
L 201.585545 78.912865 
L 203.109615 78.915816 
L 204.633685 79.041715 
L 209.205894 78.971754 
L 212.254033 78.774573 
L 215.302172 78.716354 
L 216.826242 78.922457 
L 221.398451 79.001579 
L 222.92252 78.909695 
L 224.44659 78.931098 
L 225.97066 78.798757 
L 232.066938 78.885361 
L 233.591008 78.81452 
L 235.115078 78.899843 
L 238.163217 78.850605 
L 239.687287 78.961763 
L 250.355774 78.725646 
L 251.879844 78.871159 
L 253.403913 78.834183 
L 254.927983 78.971524 
L 256.452053 78.828642 
L 264.072401 78.857816 
L 268.64461 78.845014 
L 271.692749 78.905204 
L 280.837167 78.849245 
L 285.409376 78.805058 
L 288.457515 78.961083 
L 289.981585 78.722185 
L 296.077863 78.902223 
L 303.698212 78.932178 
L 306.746351 78.743929 
L 311.31856 78.801398 
L 314.366699 78.936209 
L 318.938908 78.968454 
L 321.987048 78.88096 
L 326.559256 78.854686 
L 328.083326 78.831962 
L 329.607396 78.68984 
L 335.703674 78.956152 
L 337.227744 78.911675 
L 338.751814 78.986287 
L 344.848092 78.69173 
L 349.420301 78.785075 
L 352.46844 78.94265 
L 357.040649 78.991487 
L 363.136928 78.797737 
L 369.233207 78.964933 
L 372.281346 79.015121 
L 372.281346 79.015121 
" 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: 691.941 $\bullet$ mean: 690.363 $\bullet$ $\sigma$: 0.715 -->
    <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-39"/>
     <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-39"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-34"/>
     <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-39"/>
     <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-33"/>
     <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-31"/>
     <use transform="translate(2063.220703 0.78125)" xlink:href="#DejaVuSans-35"/>
    </g>
   </g>
   <g id="text_9">
    <!-- 691.45 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 79.597485)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-36"/>
     <use x="63.623047" xlink:href="#DejaVuSans-39"/>
     <use x="127.246094" xlink:href="#DejaVuSans-31"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-34"/>
     <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(#p29132ba732)" d="M 18.697188 106.163138 
L 372.281346 106.163138 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_8">
    <path clip-path="url(#p29132ba732)" d="M 20.221257 108.484766 
L 21.745327 111.225242 
L 23.269396 108.618898 
L 24.793466 110.038724 
L 26.317536 107.991245 
L 27.841605 108.682112 
L 29.365675 109.959556 
L 30.889745 109.042257 
L 32.413814 110.670727 
L 33.937884 111.715401 
L 36.986023 109.020766 
L 38.510093 111.188293 
L 40.034163 109.272393 
L 41.558232 106.595318 
L 43.082302 110.219119 
L 44.606372 110.101974 
L 46.130441 108.553359 
L 47.654511 108.528395 
L 49.17858 108.203976 
L 50.70265 106.850531 
L 52.22672 107.173003 
L 53.750789 106.128098 
L 55.274859 108.304025 
L 56.798929 111.680745 
L 58.322998 108.620427 
L 59.847068 106.239942 
L 61.371138 105.973849 
L 62.895207 107.432189 
L 64.419277 108.28429 
L 65.943347 106.975389 
L 67.467416 108.397008 
L 68.991486 110.362798 
L 70.515556 108.437888 
L 72.039625 107.607966 
L 73.563695 108.112326 
L 75.087764 107.946815 
L 76.611834 108.083276 
L 78.135904 110.22599 
L 79.659973 109.199068 
L 81.184043 108.732995 
L 82.708113 108.436173 
L 84.232182 107.153118 
L 85.756252 108.987789 
L 87.280322 109.108333 
L 88.804391 107.556437 
L 90.328461 109.221051 
L 91.852531 107.594187 
L 93.3766 108.797046 
L 94.90067 112.232852 
L 96.42474 108.806815 
L 97.948809 108.626074 
L 100.996949 107.1201 
L 102.521018 110.345201 
L 104.045088 109.967533 
L 105.569157 113.13473 
L 107.093227 110.654314 
L 108.617297 111.296164 
L 110.141366 108.419491 
L 111.665436 106.699981 
L 113.189506 108.045449 
L 114.713575 106.841216 
L 116.237645 107.497728 
L 117.761715 108.569808 
L 119.285784 107.269999 
L 120.809854 109.947074 
L 122.333924 111.94424 
L 123.857993 109.602232 
L 125.382063 110.93449 
L 126.906133 109.670561 
L 128.430202 109.217274 
L 129.954272 112.159032 
L 131.478341 107.641061 
L 133.002411 109.175097 
L 134.526481 108.664629 
L 136.05055 107.634686 
L 137.57462 110.140525 
L 139.09869 106.793465 
L 140.622759 110.286606 
L 142.146829 108.585576 
L 143.670899 110.60431 
L 145.194968 108.921826 
L 146.719038 109.81504 
L 148.243108 108.635502 
L 149.767177 108.440828 
L 151.291247 106.562109 
L 152.815317 106.728267 
L 155.863456 109.7774 
L 157.387525 108.077552 
L 158.911595 108.315856 
L 160.435665 105.829219 
L 161.959734 106.697806 
L 163.483804 106.9518 
L 165.007874 106.308994 
L 166.531943 109.510738 
L 168.056013 107.807259 
L 169.580083 108.000027 
L 171.104152 106.529701 
L 172.628222 110.001847 
L 174.152292 108.11603 
L 175.676361 106.420528 
L 177.200431 109.117648 
L 178.724501 108.978816 
L 180.24857 109.177845 
L 181.77264 107.751034 
L 183.29671 105.619428 
L 184.820779 107.879478 
L 186.344849 107.101585 
L 187.868918 108.176914 
L 190.917058 107.149187 
L 192.441127 108.39132 
L 193.965197 108.675277 
L 195.489267 111.196957 
L 197.013336 109.901115 
L 198.537406 107.59411 
L 200.061476 108.228825 
L 201.585545 107.916582 
L 203.109615 107.24717 
L 204.633685 109.028938 
L 206.157754 106.947946 
L 209.205894 107.051312 
L 210.729963 108.83121 
L 212.254033 110.929644 
L 213.778102 107.763134 
L 215.302172 108.114501 
L 216.826242 106.481299 
L 218.350311 109.437945 
L 219.874381 109.713771 
L 221.398451 108.751965 
L 222.92252 111.239862 
L 224.44659 110.901018 
L 225.97066 108.174166 
L 227.494729 109.007447 
L 229.018799 109.237123 
L 230.542869 112.005542 
L 232.066938 109.924591 
L 233.591008 107.487039 
L 235.115078 107.498452 
L 238.163217 106.06275 
L 239.687287 105.468228 
L 241.211356 106.341629 
L 242.735426 108.979389 
L 244.259495 108.072246 
L 247.307635 108.968281 
L 248.831704 107.837988 
L 250.355774 106.348996 
L 253.403913 106.540654 
L 254.927983 108.805787 
L 256.452053 107.536625 
L 257.976122 107.295573 
L 259.500192 106.82114 
L 261.024262 107.855584 
L 262.548331 106.302009 
L 264.072401 105.224809 
L 265.596471 108.393267 
L 267.12054 107.335079 
L 268.64461 110.669125 
L 270.168679 109.11818 
L 271.692749 108.32811 
L 273.216819 108.404375 
L 274.740888 106.860419 
L 276.264958 108.602981 
L 277.789028 106.355485 
L 279.313097 107.036924 
L 280.837167 108.435904 
L 282.361237 107.881694 
L 283.885306 108.785556 
L 285.409376 106.56665 
L 286.933446 106.11745 
L 288.457515 108.837126 
L 289.981585 102.873947 
L 291.505655 108.057016 
L 293.029724 107.733438 
L 294.553794 107.897116 
L 296.077863 109.734075 
L 297.601933 109.123336 
L 299.126003 110.645495 
L 300.650072 108.050641 
L 302.174142 107.472191 
L 303.698212 110.326499 
L 305.222281 108.897282 
L 306.746351 109.594142 
L 308.270421 109.863365 
L 309.79449 106.364955 
L 311.31856 109.270373 
L 312.84263 108.978015 
L 314.366699 109.027637 
L 315.890769 108.503277 
L 317.414839 107.194609 
L 318.938908 109.161887 
L 320.462978 109.100739 
L 323.511117 107.988956 
L 325.035187 106.191808 
L 326.559256 108.81487 
L 328.083326 107.738971 
L 329.607396 108.141831 
L 331.131465 109.48142 
L 332.655535 107.868412 
L 334.179605 110.180796 
L 335.703674 111.848468 
L 337.227744 110.578427 
L 338.751814 107.528188 
L 340.275883 106.892522 
L 341.799953 108.583742 
L 343.324023 109.288656 
L 344.848092 110.749362 
L 346.372162 107.192433 
L 347.896232 109.599484 
L 349.420301 112.764392 
L 350.944371 112.368363 
L 352.46844 109.354081 
L 353.99251 112.451617 
L 355.51658 110.120294 
L 357.040649 111.089772 
L 358.564719 109.238916 
L 360.088789 104.136925 
L 361.612858 100.51068 
L 363.136928 102.870243 
L 364.660998 110.722488 
L 366.185067 114.129399 
L 367.709137 111.66769 
L 369.233207 109.764959 
L 370.757276 112.404894 
L 372.281346 112.424283 
L 372.281346 112.424283 
" 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: 1.437 $\bullet$ mean: 1.226 $\bullet$ $\sigma$: 0.047 -->
    <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-34"/>
     <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-37"/>
     <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-32"/>
     <use transform="translate(1267.451172 0.78125)" xlink:href="#DejaVuSans-36"/>
     <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-34"/>
     <use transform="translate(1808.759766 0.78125)" xlink:href="#DejaVuSans-37"/>
    </g>
   </g>
   <g id="text_12">
    <!-- 1.29 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 106.990951)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-32"/>
     <use x="159.033203" xlink:href="#DejaVuSans-39"/>
    </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(#pc9af0116b4)" d="M 18.697188 135.479316 
L 372.281346 135.479316 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_10">
    <path clip-path="url(#pc9af0116b4)" d="M 20.221257 138.889997 
L 21.745327 142.470323 
L 23.269396 139.525104 
L 24.793466 137.470687 
L 26.317536 138.154906 
L 27.841605 137.652533 
L 29.365675 141.51403 
L 30.889745 142.337788 
L 32.413814 138.691841 
L 33.937884 135.794946 
L 35.461954 143.672704 
L 36.986023 144.964924 
L 38.510093 144.869346 
L 40.034163 143.537697 
L 41.558232 133.239205 
L 43.082302 141.677734 
L 44.606372 140.352592 
L 46.130441 136.166557 
L 47.654511 137.914892 
L 49.17858 138.056755 
L 50.70265 143.037026 
L 52.22672 138.727439 
L 53.750789 138.145435 
L 55.274859 142.22647 
L 56.798929 142.079479 
L 58.322998 141.443882 
L 59.847068 137.052186 
L 61.371138 134.946764 
L 62.895207 135.8627 
L 64.419277 142.532323 
L 65.943347 140.461003 
L 67.467416 140.773849 
L 68.991486 141.382739 
L 70.515556 139.162564 
L 72.039625 139.376425 
L 73.563695 143.518575 
L 75.087764 141.973281 
L 76.611834 138.124197 
L 78.135904 136.325493 
L 79.659973 137.469081 
L 81.184043 142.125468 
L 82.708113 137.545394 
L 84.232182 135.447689 
L 85.756252 142.150427 
L 87.280322 140.161774 
L 88.804391 135.154018 
L 90.328461 135.505193 
L 91.852531 139.050487 
L 93.3766 139.099672 
L 94.90067 135.723999 
L 96.42474 137.777559 
L 97.948809 143.079402 
L 99.472879 143.625249 
L 100.996949 145.807384 
L 102.521018 138.260834 
L 104.045088 137.668216 
L 105.569157 141.821703 
L 107.093227 145.313035 
L 108.617297 139.675212 
L 110.141366 135.411176 
L 111.665436 134.479689 
L 113.189506 139.119823 
L 114.713575 142.176797 
L 116.237645 138.644479 
L 117.761715 134.501885 
L 119.285784 139.03062 
L 120.809854 142.790332 
L 122.333924 139.999356 
L 125.382063 139.615406 
L 126.906133 142.357385 
L 128.430202 141.80994 
L 129.954272 139.200178 
L 131.478341 139.153113 
L 133.002411 141.032623 
L 134.526481 137.800209 
L 136.05055 141.95068 
L 137.57462 140.964318 
L 139.09869 137.695442 
L 142.146829 138.66443 
L 143.670899 142.268158 
L 145.194968 140.27959 
L 146.719038 138.69432 
L 148.243108 142.150145 
L 149.767177 142.185377 
L 151.291247 143.926913 
L 152.815317 145.279591 
L 155.863456 139.206097 
L 157.387525 138.2593 
L 158.911595 141.680187 
L 160.435665 142.213443 
L 161.959734 143.774996 
L 163.483804 144.214979 
L 165.007874 140.406967 
L 166.531943 139.522436 
L 168.056013 141.41058 
L 169.580083 136.800548 
L 171.104152 140.355958 
L 172.628222 142.899052 
L 174.152292 138.183192 
L 175.676361 138.970202 
L 177.200431 142.581929 
L 178.724501 143.916884 
L 180.24857 138.433432 
L 181.77264 136.460302 
L 183.29671 139.37008 
L 184.820779 143.809171 
L 186.344849 142.22809 
L 187.868918 139.826542 
L 190.917058 142.941004 
L 192.441127 141.42199 
L 193.965197 140.645995 
L 195.489267 141.253491 
L 197.013336 138.915096 
L 198.537406 139.147204 
L 200.061476 142.1834 
L 201.585545 141.915268 
L 203.109615 141.353472 
L 204.633685 138.537803 
L 206.157754 139.651835 
L 207.681824 142.879937 
L 209.205894 141.395628 
L 210.729963 141.782762 
L 212.254033 139.408693 
L 213.778102 140.343112 
L 215.302172 140.259286 
L 216.826242 138.986346 
L 218.350311 141.182138 
L 219.874381 138.459957 
L 221.398451 137.061977 
L 222.92252 141.388081 
L 224.44659 144.780087 
L 225.97066 139.023561 
L 227.494729 140.66816 
L 229.018799 140.142126 
L 230.542869 137.133767 
L 232.066938 140.95653 
L 233.591008 143.509896 
L 235.115078 141.410957 
L 236.639147 139.537038 
L 238.163217 143.488608 
L 239.687287 139.017338 
L 241.211356 138.165843 
L 242.735426 138.335727 
L 244.259495 139.668074 
L 245.783565 143.80107 
L 247.307635 144.456934 
L 248.831704 142.167219 
L 250.355774 140.667023 
L 251.879844 141.872078 
L 253.403913 145.07794 
L 254.927983 142.569114 
L 256.452053 137.107659 
L 257.976122 138.98248 
L 259.500192 141.276415 
L 261.024262 144.44454 
L 262.548331 142.5004 
L 264.072401 142.389 
L 265.596471 141.692434 
L 267.12054 139.617619 
L 268.64461 138.423443 
L 270.168679 142.415931 
L 271.692749 143.683654 
L 273.216819 141.297141 
L 274.740888 138.463041 
L 276.264958 141.13461 
L 277.789028 144.255265 
L 279.313097 144.554165 
L 280.837167 141.254823 
L 282.361237 138.377006 
L 283.885306 140.472267 
L 285.409376 143.221234 
L 286.933446 142.516869 
L 288.457515 139.019192 
L 289.981585 131.740113 
L 291.505655 139.733743 
L 293.029724 140.374123 
L 294.553794 141.710535 
L 296.077863 141.910782 
L 297.601933 140.624915 
L 299.126003 141.518775 
L 300.650072 141.264523 
L 302.174142 138.117842 
L 303.698212 137.686154 
L 305.222281 142.441144 
L 306.746351 143.299261 
L 308.270421 139.994552 
L 309.79449 138.994852 
L 311.31856 143.027126 
L 312.84263 141.329929 
L 314.366699 142.622735 
L 315.890769 137.466919 
L 317.414839 138.553786 
L 318.938908 142.750655 
L 320.462978 144.640394 
L 321.987048 139.519933 
L 323.511117 135.243803 
L 325.035187 138.443161 
L 326.559256 139.6134 
L 328.083326 144.688627 
L 329.607396 142.691911 
L 331.131465 137.758913 
L 332.655535 139.525943 
L 334.179605 144.335551 
L 335.703674 145.40268 
L 337.227744 141.396154 
L 338.751814 138.498829 
L 340.275883 139.528085 
L 341.799953 142.288949 
L 343.324023 143.583487 
L 344.848092 143.116349 
L 346.372162 140.301156 
L 347.896232 136.859533 
L 349.420301 140.378036 
L 350.944371 142.819607 
L 352.46844 140.549066 
L 353.99251 141.601999 
L 355.51658 143.531546 
L 357.040649 142.662189 
L 358.564719 137.329498 
L 360.088789 134.246701 
L 361.612858 124.91169 
L 363.136928 137.079987 
L 364.660998 134.954613 
L 366.185067 140.647069 
L 367.709137 140.834404 
L 369.233207 142.951341 
L 370.757276 143.925292 
L 372.281346 143.674092 
L 372.281346 143.674092 
" 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: 0.306 $\bullet$ mean: 0.092 $\bullet$ $\sigma$: 0.039 -->
    <g style="fill:#cc7af4;" transform="translate(290.289663 131.470368)scale(0.04 -0.04)">
     <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
     <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-30"/>
     <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-30"/>
     <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1267.513672 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1331.136719 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1362.923828 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1425.521484 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1457.308594 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1520.6875 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1554.378906 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1586.166016 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1649.789062 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1681.576172 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1745.199219 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(1808.822266 0.78125)" xlink:href="#DejaVuSans-39"/>
    </g>
   </g>
   <g id="text_15">
    <!-- 0.16 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 136.307129)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-36"/>
    </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(#pcd6394a8a6)">
    <image height="948" id="imagefcd0d4ac97" transform="matrix(4 0 0 0.135021 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
iVBORw0KGgoAAAANSUhEUgAAAAEAAAO0CAYAAABk+lzSAAAABHNCSVQICAgIfAhkiAAAAEVJREFUWIXt17ENABAABdEflSmIisZCFrGYWdQ2obCBREJyzauvPfnappEkAAAAAIAvGba8kHFIDu6FDLiDekz8FgDAZgFKRg2A7ChvqwAAAABJRU5ErkJggg=="/>
   </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(#p88b9c65f8e)">
    <image height="128.16" id="image34aa40cbbd" 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="m73257a7a0c" style="stroke:#262626;"/>
      </defs>
      <g>
       <use style="fill:#262626;stroke:#262626;" x="19.455952" xlink:href="#m73257a7a0c" 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="#m73257a7a0c" 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="#m73257a7a0c" 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="#m73257a7a0c" 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="#m73257a7a0c" 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="#m73257a7a0c" 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="p5d6a857597">
   <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
  </clipPath>
  <clipPath id="p0728c7dca4">
   <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
  </clipPath>
  <clipPath id="p4c72e4f606">
   <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
  </clipPath>
  <clipPath id="p29132ba732">
   <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
  </clipPath>
  <clipPath id="pc9af0116b4">
   <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
  </clipPath>
  <clipPath id="pcd6394a8a6">
   <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
  </clipPath>
  <clipPath id="p88b9c65f8e">
   <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
  </clipPath>
 </defs>
</svg>