highspeed-fmriprep/fmriprep/sub-01/figures/sub-01_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(#p325188b57a)" d="M 18.697188 23.185063 
L 372.281346 23.185063 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_2">
    <path clip-path="url(#p325188b57a)" d="M 18.697188 23.398551 
L 20.221257 23.791296 
L 23.269396 23.786611 
L 24.793466 23.773236 
L 29.365675 24.366584 
L 33.937884 23.806785 
L 38.510093 24.11343 
L 46.130441 23.763735 
L 56.798929 24.032596 
L 61.371138 23.824539 
L 62.895207 23.67723 
L 65.943347 23.642872 
L 68.991486 24.173785 
L 70.515556 24.009883 
L 72.039625 23.411062 
L 73.563695 23.293921 
L 75.087764 23.427536 
L 78.135904 23.363601 
L 79.659973 23.440244 
L 82.708113 23.765968 
L 85.756252 23.636523 
L 87.280322 23.398365 
L 90.328461 23.316688 
L 97.948809 24.199497 
L 99.472879 24.089612 
L 102.521018 23.456947 
L 107.093227 23.567444 
L 110.141366 23.88902 
L 113.189506 23.45814 
L 114.713575 23.207854 
L 116.237645 23.27227 
L 117.761715 23.535001 
L 119.285784 23.622666 
L 120.809854 23.586796 
L 122.333924 23.731642 
L 125.382063 23.540135 
L 128.430202 23.233073 
L 131.478341 23.281344 
L 133.002411 23.492838 
L 142.146829 23.708568 
L 145.194968 23.350423 
L 148.243108 23.485679 
L 151.291247 23.724242 
L 155.863456 23.592007 
L 158.911595 23.64204 
L 161.959734 23.598968 
L 163.483804 23.596921 
L 165.007874 23.713494 
L 168.056013 23.647819 
L 169.580083 23.746397 
L 171.104152 23.637651 
L 172.628222 23.731138 
L 175.676361 23.59228 
L 177.200431 23.285558 
L 180.24857 23.321285 
L 183.29671 23.393461 
L 190.917058 23.61137 
L 193.965197 23.38951 
L 198.537406 23.615934 
L 201.585545 23.405907 
L 206.157754 23.667664 
L 207.681824 23.696944 
L 210.729963 23.485789 
L 212.254033 23.425817 
L 216.826242 23.59471 
L 218.350311 23.63776 
L 222.92252 23.433961 
L 224.44659 23.478838 
L 227.494729 23.795226 
L 230.542869 23.649122 
L 232.066938 23.324153 
L 233.591008 23.133467 
L 235.115078 23.060064 
L 238.163217 23.239859 
L 247.307635 23.282712 
L 248.831704 23.450325 
L 251.879844 23.542959 
L 253.403913 23.482571 
L 254.927983 23.243712 
L 256.452053 23.121503 
L 259.500192 23.286795 
L 262.548331 23.573968 
L 264.072401 23.591733 
L 267.12054 23.357899 
L 270.168679 23.245113 
L 276.264958 23.551529 
L 277.789028 23.500566 
L 283.885306 23.750359 
L 285.409376 23.675545 
L 288.457515 23.886065 
L 291.505655 23.79771 
L 293.029724 23.682824 
L 297.601933 23.640661 
L 300.650072 23.509235 
L 305.222281 23.509957 
L 309.79449 23.578095 
L 311.31856 23.760385 
L 317.414839 23.443637 
L 323.511117 23.619481 
L 326.559256 23.26822 
L 329.607396 23.349788 
L 331.131465 23.597808 
L 332.655535 23.731007 
L 335.703674 23.136947 
L 338.751814 23.018897 
L 343.324023 23.574866 
L 344.848092 23.773356 
L 349.420301 22.994904 
L 350.944371 23.067223 
L 353.99251 23.41243 
L 366.185067 23.426868 
L 367.709137 23.535636 
L 372.281346 23.324131 
L 372.281346 23.324131 
" 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: 613.091 $\bullet$ mean: 609.911 $\bullet$ $\sigma$: 1.377 -->
    <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 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 10.6875 12.40625 
L 21 12.40625 
L 21 0 
L 10.6875 0 
z
" id="DejaVuSans-2e"/>
     <path d="M 31.78125 66.40625 
Q 24.171875 66.40625 20.328125 58.90625 
Q 16.5 51.421875 16.5 36.375 
Q 16.5 21.390625 20.328125 13.890625 
Q 24.171875 6.390625 31.78125 6.390625 
Q 39.453125 6.390625 43.28125 13.890625 
Q 47.125 21.390625 47.125 36.375 
Q 47.125 51.421875 43.28125 58.90625 
Q 39.453125 66.40625 31.78125 66.40625 
z
M 31.78125 74.21875 
Q 44.046875 74.21875 50.515625 64.515625 
Q 56.984375 54.828125 56.984375 36.375 
Q 56.984375 17.96875 50.515625 8.265625 
Q 44.046875 -1.421875 31.78125 -1.421875 
Q 19.53125 -1.421875 13.0625 8.265625 
Q 6.59375 17.96875 6.59375 36.375 
Q 6.59375 54.828125 13.0625 64.515625 
Q 19.53125 74.21875 31.78125 74.21875 
z
" id="DejaVuSans-30"/>
     <path d="M 10.984375 1.515625 
L 10.984375 10.5 
Q 14.703125 8.734375 18.5 7.8125 
Q 22.3125 6.890625 25.984375 6.890625 
Q 35.75 6.890625 40.890625 13.453125 
Q 46.046875 20.015625 46.78125 33.40625 
Q 43.953125 29.203125 39.59375 26.953125 
Q 35.25 24.703125 29.984375 24.703125 
Q 19.046875 24.703125 12.671875 31.3125 
Q 6.296875 37.9375 6.296875 49.421875 
Q 6.296875 60.640625 12.9375 67.421875 
Q 19.578125 74.21875 30.609375 74.21875 
Q 43.265625 74.21875 49.921875 64.515625 
Q 56.59375 54.828125 56.59375 36.375 
Q 56.59375 19.140625 48.40625 8.859375 
Q 40.234375 -1.421875 26.421875 -1.421875 
Q 22.703125 -1.421875 18.890625 -0.6875 
Q 15.09375 0.046875 10.984375 1.515625 
z
M 30.609375 32.421875 
Q 37.25 32.421875 41.125 36.953125 
Q 45.015625 41.5 45.015625 49.421875 
Q 45.015625 57.28125 41.125 61.84375 
Q 37.25 66.40625 30.609375 66.40625 
Q 23.96875 66.40625 20.09375 61.84375 
Q 16.21875 57.28125 16.21875 49.421875 
Q 16.21875 41.5 20.09375 36.953125 
Q 23.96875 32.421875 30.609375 32.421875 
z
" id="DejaVuSans-39"/>
     <path d="M 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 8.203125 72.90625 
L 55.078125 72.90625 
L 55.078125 68.703125 
L 28.609375 0 
L 18.3125 0 
L 43.21875 64.59375 
L 8.203125 64.59375 
z
" id="DejaVuSans-37"/>
    </defs>
    <g style="fill:#f77189;" transform="translate(280.129663 20.767776)scale(0.04 -0.04)">
     <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
     <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-33"/>
     <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-39"/>
     <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-31"/>
     <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-31"/>
     <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1936.083984 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(1999.707031 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(2063.314453 0.78125)" xlink:href="#DejaVuSans-37"/>
    </g>
   </g>
   <g id="text_3">
    <!-- 612.03 -->
    <defs>
     <path d="M 19.1875 8.296875 
L 53.609375 8.296875 
L 53.609375 0 
L 7.328125 0 
L 7.328125 8.296875 
Q 12.9375 14.109375 22.625 23.890625 
Q 32.328125 33.6875 34.8125 36.53125 
Q 39.546875 41.84375 41.421875 45.53125 
Q 43.3125 49.21875 43.3125 52.78125 
Q 43.3125 58.59375 39.234375 62.25 
Q 35.15625 65.921875 28.609375 65.921875 
Q 23.96875 65.921875 18.8125 64.3125 
Q 13.671875 62.703125 7.8125 59.421875 
L 7.8125 69.390625 
Q 13.765625 71.78125 18.9375 73 
Q 24.125 74.21875 28.421875 74.21875 
Q 39.75 74.21875 46.484375 68.546875 
Q 53.21875 62.890625 53.21875 53.421875 
Q 53.21875 48.921875 51.53125 44.890625 
Q 49.859375 40.875 45.40625 35.40625 
Q 44.1875 33.984375 37.640625 27.21875 
Q 31.109375 20.453125 19.1875 8.296875 
z
" id="DejaVuSans-32"/>
    </defs>
    <g style="fill:#d3d3d3;" transform="translate(7.2 24.012875)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-36"/>
     <use x="63.623047" xlink:href="#DejaVuSans-31"/>
     <use x="127.246094" xlink:href="#DejaVuSans-32"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-30"/>
     <use x="286.279297" xlink:href="#DejaVuSans-33"/>
    </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(#p175dfce24f)" d="M 18.697188 50.931922 
L 372.281346 50.931922 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_4">
    <path clip-path="url(#p175dfce24f)" d="M 18.697188 50.220107 
L 20.221257 51.364762 
L 21.745327 51.952202 
L 23.269396 52.013017 
L 24.793466 51.89123 
L 26.317536 52.120053 
L 27.841605 52.134331 
L 30.889745 52.592776 
L 32.413814 52.242573 
L 35.461954 51.85835 
L 36.986023 51.921735 
L 38.510093 52.269237 
L 40.034163 51.929788 
L 41.558232 52.082191 
L 43.082302 51.729038 
L 44.606372 51.907735 
L 46.130441 51.852663 
L 47.654511 51.685777 
L 49.17858 51.832938 
L 53.750789 51.9101 
L 55.274859 52.00669 
L 56.798929 51.880959 
L 58.322998 52.115934 
L 59.847068 51.919573 
L 61.371138 51.871468 
L 62.895207 52.099447 
L 64.419277 51.756407 
L 65.943347 51.826843 
L 67.467416 52.096571 
L 68.991486 51.747417 
L 70.515556 52.087229 
L 72.039625 51.970832 
L 73.563695 51.408181 
L 76.611834 51.437127 
L 78.135904 51.081636 
L 79.659973 51.581227 
L 81.184043 51.329071 
L 82.708113 51.753067 
L 84.232182 51.85591 
L 87.280322 51.529857 
L 88.804391 51.125473 
L 91.852531 50.972086 
L 93.3766 51.095145 
L 94.90067 51.742213 
L 96.42474 51.665459 
L 97.948809 51.811683 
L 99.472879 52.087683 
L 100.996949 51.952323 
L 102.521018 52.011152 
L 104.045088 51.72336 
L 105.569157 51.1869 
L 107.093227 51.684367 
L 108.617297 51.441339 
L 110.141366 51.41539 
L 111.665436 51.938703 
L 114.713575 51.321621 
L 116.237645 51.407847 
L 117.761715 51.223408 
L 119.285784 51.761464 
L 120.809854 51.792674 
L 122.333924 51.692336 
L 123.857993 51.855084 
L 125.382063 51.713517 
L 128.430202 51.224966 
L 129.954272 50.637099 
L 131.478341 51.111631 
L 133.002411 50.798688 
L 134.526481 51.151061 
L 136.05055 51.294716 
L 137.57462 51.236564 
L 139.09869 51.706494 
L 142.146829 51.430522 
L 143.670899 51.687317 
L 145.194968 51.260537 
L 146.719038 51.160682 
L 148.243108 51.362507 
L 149.767177 51.191279 
L 151.291247 51.566634 
L 152.815317 51.671981 
L 154.339386 51.483395 
L 155.863456 51.455302 
L 157.387525 51.597361 
L 158.911595 51.465934 
L 161.959734 51.491086 
L 163.483804 51.349379 
L 165.007874 51.534969 
L 166.531943 51.401186 
L 168.056013 51.627356 
L 169.580083 51.40768 
L 171.104152 51.506004 
L 172.628222 51.742482 
L 174.152292 51.522324 
L 175.676361 51.828764 
L 177.200431 51.419045 
L 178.724501 51.277079 
L 180.24857 51.275604 
L 181.77264 50.857702 
L 183.29671 51.319589 
L 184.820779 50.890378 
L 187.868918 51.504538 
L 189.392988 51.337383 
L 190.917058 51.755006 
L 192.441127 51.370328 
L 197.013336 51.284816 
L 198.537406 51.782552 
L 200.061476 51.245581 
L 201.585545 51.439539 
L 206.157754 51.644436 
L 207.681824 51.769062 
L 209.205894 51.465526 
L 210.729963 51.615619 
L 212.254033 51.217934 
L 213.778102 51.206114 
L 215.302172 51.323949 
L 216.826242 51.233224 
L 218.350311 51.874298 
L 219.874381 51.342356 
L 221.398451 51.570196 
L 222.92252 51.566411 
L 224.44659 51.314087 
L 225.97066 51.726125 
L 227.494729 51.487607 
L 229.018799 51.548375 
L 230.542869 51.789065 
L 232.066938 51.145003 
L 233.591008 51.400583 
L 235.115078 50.956982 
L 236.639147 51.238206 
L 239.687287 51.04011 
L 241.211356 51.31456 
L 242.735426 50.834824 
L 244.259495 50.802603 
L 245.783565 51.065243 
L 247.307635 50.833775 
L 248.831704 51.474358 
L 250.355774 51.272422 
L 251.879844 51.242789 
L 253.403913 51.596925 
L 254.927983 51.052579 
L 259.500192 50.876796 
L 261.024262 51.228408 
L 262.548331 51.019402 
L 264.072401 51.785947 
L 265.596471 51.248634 
L 267.12054 51.430586 
L 268.64461 51.300338 
L 270.168679 50.983665 
L 271.692749 51.204222 
L 273.216819 50.966028 
L 277.789028 51.111065 
L 280.837167 51.244069 
L 282.361237 51.469515 
L 283.885306 51.375357 
L 285.409376 51.558543 
L 286.933446 51.414573 
L 288.457515 51.666479 
L 289.981585 51.700296 
L 291.505655 51.500363 
L 293.029724 51.762401 
L 294.553794 51.520681 
L 296.077863 51.398115 
L 297.601933 51.690054 
L 299.126003 51.277988 
L 300.650072 51.243707 
L 302.174142 51.554498 
L 303.698212 51.250656 
L 305.222281 51.395888 
L 306.746351 51.000986 
L 308.270421 51.29273 
L 309.79449 51.251612 
L 311.31856 51.510365 
L 312.84263 51.636234 
L 317.414839 51.355614 
L 318.938908 51.130307 
L 320.462978 51.329943 
L 321.987048 51.357841 
L 323.511117 51.555398 
L 328.083326 51.193608 
L 329.607396 51.605878 
L 331.131465 51.351745 
L 332.655535 51.828782 
L 334.179605 51.90522 
L 335.703674 51.454365 
L 338.751814 51.147303 
L 340.275883 50.6882 
L 341.799953 51.185852 
L 344.848092 51.448761 
L 346.372162 51.795086 
L 347.896232 51.372907 
L 352.46844 50.862156 
L 353.99251 51.516525 
L 355.51658 51.041288 
L 357.040649 51.36787 
L 360.088789 51.190342 
L 361.612858 51.40742 
L 363.136928 51.172409 
L 364.660998 51.37994 
L 366.185067 51.379476 
L 367.709137 51.18613 
L 369.233207 51.225876 
L 370.757276 51.468717 
L 372.281346 51.071811 
L 372.281346 51.071811 
" 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: 693.693 $\bullet$ mean: 685.492 $\bullet$ $\sigma$: 2.267 -->
    <defs>
     <path d="M 31.78125 34.625 
Q 24.75 34.625 20.71875 30.859375 
Q 16.703125 27.09375 16.703125 20.515625 
Q 16.703125 13.921875 20.71875 10.15625 
Q 24.75 6.390625 31.78125 6.390625 
Q 38.8125 6.390625 42.859375 10.171875 
Q 46.921875 13.96875 46.921875 20.515625 
Q 46.921875 27.09375 42.890625 30.859375 
Q 38.875 34.625 31.78125 34.625 
z
M 21.921875 38.8125 
Q 15.578125 40.375 12.03125 44.71875 
Q 8.5 49.078125 8.5 55.328125 
Q 8.5 64.0625 14.71875 69.140625 
Q 20.953125 74.21875 31.78125 74.21875 
Q 42.671875 74.21875 48.875 69.140625 
Q 55.078125 64.0625 55.078125 55.328125 
Q 55.078125 49.078125 51.53125 44.71875 
Q 48 40.375 41.703125 38.8125 
Q 48.828125 37.15625 52.796875 32.3125 
Q 56.78125 27.484375 56.78125 20.515625 
Q 56.78125 9.90625 50.3125 4.234375 
Q 43.84375 -1.421875 31.78125 -1.421875 
Q 19.734375 -1.421875 13.25 4.234375 
Q 6.78125 9.90625 6.78125 20.515625 
Q 6.78125 27.484375 10.78125 32.3125 
Q 14.796875 37.15625 21.921875 38.8125 
z
M 18.3125 54.390625 
Q 18.3125 48.734375 21.84375 45.5625 
Q 25.390625 42.390625 31.78125 42.390625 
Q 38.140625 42.390625 41.71875 45.5625 
Q 45.3125 48.734375 45.3125 54.390625 
Q 45.3125 60.0625 41.71875 63.234375 
Q 38.140625 66.40625 31.78125 66.40625 
Q 25.390625 66.40625 21.84375 63.234375 
Q 18.3125 60.0625 18.3125 54.390625 
z
" id="DejaVuSans-38"/>
     <path d="M 10.796875 72.90625 
L 49.515625 72.90625 
L 49.515625 64.59375 
L 19.828125 64.59375 
L 19.828125 46.734375 
Q 21.96875 47.46875 24.109375 47.828125 
Q 26.265625 48.1875 28.421875 48.1875 
Q 40.625 48.1875 47.75 41.5 
Q 54.890625 34.8125 54.890625 23.390625 
Q 54.890625 11.625 47.5625 5.09375 
Q 40.234375 -1.421875 26.90625 -1.421875 
Q 22.3125 -1.421875 17.546875 -0.640625 
Q 12.796875 0.140625 7.71875 1.703125 
L 7.71875 11.625 
Q 12.109375 9.234375 16.796875 8.0625 
Q 21.484375 6.890625 26.703125 6.890625 
Q 35.15625 6.890625 40.078125 11.328125 
Q 45.015625 15.765625 45.015625 23.390625 
Q 45.015625 31 40.078125 35.4375 
Q 35.15625 39.890625 26.703125 39.890625 
Q 22.75 39.890625 18.8125 39.015625 
Q 14.890625 38.140625 10.796875 36.28125 
z
" id="DejaVuSans-35"/>
     <path d="M 37.796875 64.3125 
L 12.890625 25.390625 
L 37.796875 25.390625 
z
M 35.203125 72.90625 
L 47.609375 72.90625 
L 47.609375 25.390625 
L 58.015625 25.390625 
L 58.015625 17.1875 
L 47.609375 17.1875 
L 47.609375 0 
L 37.796875 0 
L 37.796875 17.1875 
L 4.890625 17.1875 
L 4.890625 26.703125 
z
" id="DejaVuSans-34"/>
    </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-39"/>
     <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-33"/>
     <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-33"/>
     <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-38"/>
     <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1522.005859 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1585.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1617.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1680.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1711.800781 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1775.179688 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1808.871094 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1840.658203 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1904.28125 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1935.990234 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1999.613281 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(2063.236328 0.78125)" xlink:href="#DejaVuSans-37"/>
    </g>
   </g>
   <g id="text_6">
    <!-- 689.01 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 51.759734)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-36"/>
     <use x="63.623047" xlink:href="#DejaVuSans-38"/>
     <use x="127.246094" xlink:href="#DejaVuSans-39"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-30"/>
     <use x="286.279297" xlink:href="#DejaVuSans-31"/>
    </g>
   </g>
  </g>
  <g id="axes_3">
   <g id="patch_8">
    <path d="M 18.697188 92.898048 
L 372.281346 92.898048 
L 372.281346 67.351296 
L 18.697188 67.351296 
z
" style="fill:#ffffff;"/>
   </g>
   <g id="matplotlib.axis_5">
    <g id="xtick_13"/>
    <g id="xtick_14"/>
    <g id="xtick_15"/>
    <g id="xtick_16"/>
    <g id="xtick_17"/>
    <g id="xtick_18"/>
   </g>
   <g id="matplotlib.axis_6"/>
   <g id="line2d_5">
    <path clip-path="url(#p1341863a0a)" d="M 18.697188 78.709736 
L 372.281346 78.709736 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_6">
    <path clip-path="url(#p1341863a0a)" d="M 18.697188 79.393544 
L 21.745327 79.350979 
L 23.269396 79.356463 
L 24.793466 79.222265 
L 26.317536 79.223644 
L 27.841605 79.336296 
L 32.413814 79.329476 
L 33.937884 79.087605 
L 38.510093 79.301931 
L 40.034163 79.314877 
L 41.558232 79.214834 
L 43.082302 79.319214 
L 44.606372 79.183027 
L 47.654511 79.254157 
L 49.17858 79.064491 
L 52.22672 79.225812 
L 53.750789 79.195099 
L 56.798929 79.312888 
L 59.847068 79.445065 
L 62.895207 79.222528 
L 64.419277 79.211582 
L 65.943347 79.041399 
L 68.991486 79.310373 
L 78.135904 79.020695 
L 85.756252 79.091509 
L 90.328461 78.770582 
L 91.852531 78.920126 
L 93.3766 78.871383 
L 96.42474 79.215613 
L 99.472879 79.374587 
L 102.521018 79.22416 
L 105.569157 78.925568 
L 107.093227 78.916274 
L 110.141366 79.141315 
L 117.761715 79.0809 
L 119.285784 79.161208 
L 120.809854 79.097477 
L 122.333924 79.313762 
L 123.857993 79.107318 
L 125.382063 79.161197 
L 126.906133 78.935503 
L 131.478341 78.744017 
L 133.002411 78.853795 
L 134.526481 78.848933 
L 136.05055 79.011665 
L 140.622759 79.186216 
L 142.146829 79.243769 
L 143.670899 79.05245 
L 148.243108 78.840534 
L 158.911595 79.039914 
L 172.628222 79.148378 
L 175.676361 79.117391 
L 177.200431 79.061965 
L 178.724501 78.858542 
L 184.820779 78.963353 
L 186.344849 78.925662 
L 189.392988 79.124559 
L 192.441127 79.135779 
L 193.965197 79.016327 
L 203.109615 79.037988 
L 204.633685 79.199594 
L 206.157754 79.144273 
L 207.681824 79.252368 
L 210.729963 78.958712 
L 218.350311 79.023274 
L 219.874381 79.077321 
L 222.92252 78.978436 
L 227.494729 79.041114 
L 232.066938 79.187532 
L 235.115078 78.908506 
L 238.163217 78.873152 
L 242.735426 78.853943 
L 245.783565 78.815925 
L 248.831704 78.998782 
L 253.403913 79.009759 
L 256.452053 78.804748 
L 259.500192 78.7505 
L 264.072401 79.095456 
L 265.596471 79.127117 
L 270.168679 78.86972 
L 274.740888 78.641005 
L 276.264958 78.773372 
L 277.789028 78.687064 
L 280.837167 78.786855 
L 286.933446 78.888361 
L 293.029724 78.787676 
L 294.553794 78.922157 
L 296.077863 78.776856 
L 299.126003 78.86791 
L 300.650072 78.707494 
L 305.222281 78.835787 
L 309.79449 78.854595 
L 314.366699 78.809789 
L 315.890769 78.699737 
L 323.511117 78.818957 
L 334.179605 78.925768 
L 338.751814 78.605198 
L 340.275883 78.647015 
L 341.799953 78.569412 
L 343.324023 78.868668 
L 346.372162 78.936177 
L 349.420301 78.712556 
L 350.944371 78.801843 
L 352.46844 78.73747 
L 358.564719 78.873909 
L 361.612858 78.77314 
L 363.136928 78.855195 
L 364.660998 78.751742 
L 369.233207 78.704684 
L 372.281346 78.71123 
L 372.281346 78.71123 
" 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: 650.527 $\bullet$ mean: 648.081 $\bullet$ $\sigma$: 1.080 -->
    <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-35"/>
     <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-38"/>
     <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-31"/>
     <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-38"/>
     <use transform="translate(2063.330078 0.78125)" xlink:href="#DejaVuSans-30"/>
    </g>
   </g>
   <g id="text_9">
    <!-- 649.71 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 79.537548)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-36"/>
     <use x="63.623047" xlink:href="#DejaVuSans-34"/>
     <use x="127.246094" xlink:href="#DejaVuSans-39"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-37"/>
     <use x="286.279297" xlink:href="#DejaVuSans-31"/>
    </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(#p6bc733c10d)" d="M 18.697188 105.964214 
L 372.281346 105.964214 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_8">
    <path clip-path="url(#p6bc733c10d)" d="M 20.221257 110.502973 
L 21.745327 108.909865 
L 23.269396 109.649578 
L 24.793466 114.862694 
L 26.317536 111.865934 
L 27.841605 110.819181 
L 29.365675 112.542719 
L 30.889745 111.654451 
L 32.413814 111.174539 
L 33.937884 113.143455 
L 35.461954 110.556648 
L 36.986023 111.847673 
L 38.510093 111.016487 
L 40.034163 109.084011 
L 41.558232 105.081163 
L 43.082302 105.990668 
L 44.606372 106.361391 
L 46.130441 105.8913 
L 47.654511 108.63705 
L 49.17858 108.59812 
L 50.70265 110.624204 
L 52.22672 111.408666 
L 53.750789 111.922612 
L 55.274859 114.35256 
L 56.798929 114.627458 
L 58.322998 111.141288 
L 59.847068 111.741025 
L 61.371138 111.945771 
L 62.895207 111.370303 
L 64.419277 112.229948 
L 65.943347 112.029069 
L 67.467416 104.68436 
L 68.991486 105.019751 
L 70.515556 108.513277 
L 72.039625 110.451029 
L 73.563695 107.335882 
L 75.087764 109.417641 
L 76.611834 112.445404 
L 78.135904 114.960195 
L 79.659973 111.412562 
L 81.184043 108.962647 
L 82.708113 107.988346 
L 84.232182 113.615146 
L 85.756252 113.184688 
L 87.280322 112.049278 
L 88.804391 109.308749 
L 90.328461 110.526755 
L 91.852531 112.393922 
L 93.3766 112.083854 
L 94.90067 108.894849 
L 96.42474 106.963292 
L 97.948809 99.581761 
L 99.472879 109.937757 
L 100.996949 113.726041 
L 102.521018 110.652285 
L 105.569157 111.298419 
L 107.093227 109.217714 
L 108.617297 108.682798 
L 110.141366 111.006153 
L 111.665436 112.567284 
L 113.189506 112.336947 
L 114.713575 112.879626 
L 116.237645 107.482218 
L 117.761715 105.931881 
L 119.285784 106.605312 
L 120.809854 106.715369 
L 122.333924 108.842444 
L 123.857993 111.50549 
L 125.382063 112.748303 
L 126.906133 112.006803 
L 128.430202 112.131444 
L 129.954272 111.458281 
L 131.478341 112.958164 
L 133.002411 112.521968 
L 134.526481 113.347121 
L 136.05055 113.983218 
L 137.57462 115.202329 
L 139.09869 113.966821 
L 140.622759 112.91834 
L 142.146829 114.042302 
L 143.670899 109.411746 
L 145.194968 106.899119 
L 146.719038 111.140882 
L 148.243108 113.181547 
L 149.767177 113.305672 
L 151.291247 112.33497 
L 152.815317 112.698955 
L 154.339386 111.689379 
L 155.863456 110.278883 
L 157.387525 109.098917 
L 158.911595 109.520961 
L 160.435665 110.137391 
L 161.959734 111.95275 
L 163.483804 113.96666 
L 165.007874 113.019547 
L 166.531943 112.293982 
L 168.056013 111.945987 
L 169.580083 111.335456 
L 171.104152 110.9228 
L 172.628222 111.89802 
L 174.152292 110.077656 
L 175.676361 104.783161 
L 177.200431 105.814384 
L 178.724501 111.95605 
L 180.24857 113.504035 
L 181.77264 112.029908 
L 183.29671 108.185245 
L 184.820779 109.080631 
L 186.344849 111.169856 
L 187.868918 112.153816 
L 189.392988 112.142967 
L 190.917058 106.935021 
L 192.441127 106.73977 
L 193.965197 110.402952 
L 195.489267 112.205895 
L 197.013336 112.40699 
L 198.537406 109.000142 
L 200.061476 109.705066 
L 201.585545 113.483907 
L 203.109615 115.222567 
L 204.633685 114.315548 
L 206.157754 112.279834 
L 207.681824 111.696925 
L 209.205894 108.122452 
L 210.729963 105.003409 
L 212.254033 103.241967 
L 213.778102 108.149263 
L 215.302172 111.693491 
L 216.826242 111.971662 
L 218.350311 111.957591 
L 221.398451 112.591066 
L 222.92252 114.466567 
L 224.44659 114.033942 
L 225.97066 113.075877 
L 227.494729 110.126055 
L 229.018799 113.579541 
L 230.542869 112.309756 
L 232.066938 108.475482 
L 233.591008 107.218546 
L 235.115078 107.205804 
L 236.639147 108.327495 
L 238.163217 109.891145 
L 239.687287 110.909 
L 241.211356 109.834818 
L 242.735426 108.549882 
L 244.259495 112.29742 
L 245.783565 111.127491 
L 247.307635 109.616382 
L 248.831704 106.663857 
L 250.355774 109.116826 
L 251.879844 112.419839 
L 253.403913 107.646111 
L 254.927983 107.765582 
L 256.452053 110.952017 
L 257.976122 111.656695 
L 259.500192 113.851272 
L 261.024262 111.373251 
L 262.548331 110.925016 
L 264.072401 107.917491 
L 265.596471 106.29546 
L 267.12054 105.460758 
L 268.64461 107.286535 
L 270.168679 111.481305 
L 271.692749 110.843963 
L 273.216819 108.941868 
L 274.740888 112.420029 
L 276.264958 109.386883 
L 277.789028 108.841635 
L 279.313097 112.038512 
L 280.837167 110.455764 
L 282.361237 110.433497 
L 285.409376 111.450408 
L 286.933446 111.619578 
L 288.457515 108.17199 
L 289.981585 111.643576 
L 291.505655 110.913006 
L 293.029724 110.020516 
L 294.553794 111.247691 
L 296.077863 113.972665 
L 297.601933 111.908273 
L 299.126003 108.039045 
L 300.650072 109.852888 
L 302.174142 112.541558 
L 303.698212 114.351641 
L 305.222281 113.869562 
L 306.746351 111.383152 
L 308.270421 110.789829 
L 309.79449 111.66273 
L 311.31856 109.873152 
L 312.84263 109.527156 
L 314.366699 111.158439 
L 315.890769 113.549593 
L 317.414839 115.264745 
L 318.938908 113.034105 
L 320.462978 112.328181 
L 321.987048 110.733068 
L 323.511117 107.86617 
L 325.035187 106.42708 
L 326.559256 109.387748 
L 328.083326 113.572291 
L 329.607396 108.914706 
L 331.131465 109.418373 
L 332.655535 108.942003 
L 334.179605 112.456254 
L 335.703674 112.469376 
L 337.227744 114.513099 
L 338.751814 112.223804 
L 340.275883 113.603755 
L 341.799953 107.116391 
L 343.324023 109.937921 
L 344.848092 108.799508 
L 346.372162 112.276399 
L 347.896232 111.865743 
L 349.420301 114.264147 
L 350.944371 110.671062 
L 352.46844 111.972365 
L 353.99251 109.749814 
L 355.51658 108.253666 
L 357.040649 105.219191 
L 358.564719 108.610862 
L 360.088789 107.324465 
L 361.612858 107.164197 
L 363.136928 109.947526 
L 364.660998 111.378256 
L 366.185067 114.021687 
L 367.709137 113.932977 
L 369.233207 111.448434 
L 370.757276 113.549999 
L 372.281346 112.812856 
L 372.281346 112.812856 
" 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: 1.684 $\bullet$ mean: 1.274 $\bullet$ $\sigma$: 0.094 -->
    <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-38"/>
     <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-34"/>
     <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(1267.451172 0.78125)" xlink:href="#DejaVuSans-34"/>
     <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-39"/>
     <use transform="translate(1808.759766 0.78125)" xlink:href="#DejaVuSans-34"/>
    </g>
   </g>
   <g id="text_12">
    <!-- 1.45 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 106.792027)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-31"/>
     <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
     <use x="95.410156" xlink:href="#DejaVuSans-34"/>
     <use x="159.033203" xlink:href="#DejaVuSans-35"/>
    </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(#p66a86b30e9)" d="M 18.697188 128.203352 
L 372.281346 128.203352 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_10">
    <path clip-path="url(#p66a86b30e9)" d="M 20.221257 131.15355 
L 21.745327 139.624112 
L 23.269396 126.987009 
L 24.793466 134.567664 
L 26.317536 142.902478 
L 27.841605 137.022691 
L 29.365675 129.907669 
L 30.889745 135.627319 
L 32.413814 140.176197 
L 33.937884 129.557269 
L 35.461954 125.778366 
L 36.986023 134.668168 
L 38.510093 141.567721 
L 40.034163 142.274516 
L 41.558232 127.515132 
L 43.082302 125.03894 
L 44.606372 135.600133 
L 46.130441 135.69767 
L 47.654511 133.192637 
L 49.17858 126.893339 
L 50.70265 131.927393 
L 52.22672 141.452911 
L 53.750789 128.507261 
L 55.274859 133.619939 
L 56.798929 143.719915 
L 58.322998 132.6431 
L 59.847068 126.58395 
L 61.371138 132.228656 
L 62.895207 143.400587 
L 65.943347 131.947435 
L 67.467416 138.385384 
L 68.991486 135.368088 
L 70.515556 124.951489 
L 72.039625 139.062435 
L 73.563695 135.198844 
L 75.087764 129.102079 
L 76.611834 134.700619 
L 78.135904 144.41885 
L 81.184043 136.50207 
L 82.708113 133.716127 
L 84.232182 135.717046 
L 85.756252 142.470522 
L 87.280322 138.425288 
L 88.804391 136.40221 
L 90.328461 130.126318 
L 91.852531 127.110034 
L 93.3766 136.189684 
L 94.90067 143.657174 
L 96.42474 138.916528 
L 97.948809 136.542837 
L 99.472879 138.680296 
L 100.996949 142.948089 
L 102.521018 139.834787 
L 104.045088 134.494408 
L 105.569157 134.771649 
L 107.093227 136.838351 
L 108.617297 125.408378 
L 110.141366 136.947063 
L 111.665436 137.312219 
L 113.189506 132.249733 
L 114.713575 129.728251 
L 116.237645 138.803586 
L 117.761715 141.143719 
L 119.285784 126.401621 
L 120.809854 129.20556 
L 122.333924 145.75874 
L 123.857993 137.823254 
L 125.382063 131.490453 
L 126.906133 133.281813 
L 128.430202 138.400628 
L 129.954272 144.826478 
L 131.478341 138.107735 
L 133.002411 133.896905 
L 134.526481 132.771835 
L 136.05055 140.060505 
L 137.57462 143.693484 
L 139.09869 134.869582 
L 140.622759 134.376448 
L 142.146829 139.542951 
L 143.670899 141.616958 
L 145.194968 134.846444 
L 146.719038 135.375463 
L 148.243108 140.903764 
L 149.767177 140.458171 
L 151.291247 132.725235 
L 152.815317 135.322589 
L 154.339386 143.944464 
L 155.863456 139.078452 
L 157.387525 134.678356 
L 158.911595 134.877153 
L 160.435665 138.22198 
L 161.959734 143.65396 
L 163.483804 137.441986 
L 165.007874 132.740418 
L 166.531943 132.616023 
L 168.056013 141.545637 
L 169.580083 139.463959 
L 171.104152 133.054821 
L 172.628222 134.221393 
L 174.152292 142.820896 
L 175.676361 139.398583 
L 177.200431 133.789828 
L 178.724501 134.355022 
L 180.24857 138.802189 
L 181.77264 141.753201 
L 183.29671 128.159662 
L 184.820779 125.763941 
L 186.344849 133.945398 
L 187.868918 140.426823 
L 189.392988 144.432103 
L 190.917058 143.32724 
L 192.441127 136.493377 
L 193.965197 133.519272 
L 195.489267 138.019442 
L 197.013336 145.021505 
L 198.537406 136.424799 
L 200.061476 131.785187 
L 201.585545 136.03025 
L 203.109615 142.5401 
L 204.633685 140.096709 
L 206.157754 134.218801 
L 207.681824 138.082867 
L 209.205894 144.100047 
L 210.729963 136.435804 
L 212.254033 132.85718 
L 213.778102 134.228136 
L 215.302172 139.418707 
L 216.826242 143.822255 
L 218.350311 135.055408 
L 219.874381 133.496753 
L 221.398451 135.500298 
L 222.92252 141.932563 
L 224.44659 141.404597 
L 225.97066 136.792551 
L 227.494729 134.300081 
L 229.018799 138.628758 
L 230.542869 144.739708 
L 233.591008 129.851905 
L 235.115078 130.132117 
L 236.639147 137.679034 
L 238.163217 141.830927 
L 239.687287 136.093883 
L 241.211356 131.366601 
L 242.735426 130.08387 
L 244.259495 134.967857 
L 245.783565 142.392102 
L 247.307635 141.687104 
L 248.831704 139.111198 
L 250.355774 139.817245 
L 251.879844 144.550346 
L 253.403913 139.473546 
L 254.927983 132.165166 
L 256.452053 131.566769 
L 257.976122 131.723954 
L 259.500192 132.09977 
L 261.024262 138.851237 
L 262.548331 142.2919 
L 264.072401 136.612801 
L 267.12054 131.317143 
L 268.64461 133.464376 
L 270.168679 141.877072 
L 271.692749 138.214097 
L 273.216819 130.867794 
L 274.740888 128.764054 
L 276.264958 131.666026 
L 277.789028 130.841536 
L 280.837167 142.152416 
L 282.361237 137.611777 
L 283.885306 131.928498 
L 285.409376 128.239099 
L 286.933446 132.705441 
L 288.457515 135.884433 
L 289.981585 142.957639 
L 291.505655 139.177543 
L 293.029724 135.729709 
L 294.553794 137.789054 
L 296.077863 144.412985 
L 297.601933 136.104569 
L 299.126003 132.023698 
L 300.650072 133.790384 
L 302.174142 138.790326 
L 303.698212 142.279887 
L 305.222281 137.584111 
L 306.746351 136.261853 
L 308.270421 131.130515 
L 309.79449 133.478266 
L 311.31856 143.679556 
L 312.84263 136.098102 
L 314.366699 133.558996 
L 315.890769 133.22416 
L 317.414839 143.063188 
L 318.938908 140.876254 
L 320.462978 136.646615 
L 321.987048 133.813441 
L 323.511117 138.293889 
L 325.035187 133.403747 
L 326.559256 131.615441 
L 328.083326 139.070025 
L 329.607396 144.487744 
L 331.131465 132.227772 
L 332.655535 129.404836 
L 334.179605 142.402679 
L 335.703674 135.816229 
L 337.227744 132.896085 
L 338.751814 142.015899 
L 340.275883 142.160854 
L 341.799953 135.508762 
L 343.324023 131.252404 
L 344.848092 136.794851 
L 346.372162 141.004254 
L 347.896232 135.984864 
L 349.420301 133.359569 
L 350.944371 136.172958 
L 352.46844 145.17283 
L 355.51658 133.50042 
L 357.040649 136.395811 
L 358.564719 139.931686 
L 360.088789 141.331165 
L 361.612858 136.892189 
L 363.136928 133.605187 
L 364.660998 134.86744 
L 366.185067 145.240714 
L 367.709137 134.50278 
L 369.233207 131.731133 
L 370.757276 140.859005 
L 372.281346 136.354126 
L 372.281346 136.354126 
" 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: 0.258 $\bullet$ mean: 0.127 $\bullet$ $\sigma$: 0.055 -->
    <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-35"/>
     <use transform="translate(505.927734 0.78125)" xlink:href="#DejaVuSans-38"/>
     <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-32"/>
     <use transform="translate(1267.451172 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1331.074219 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1362.861328 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1425.458984 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1457.246094 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1520.625 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1554.316406 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1586.103516 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1649.726562 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1681.513672 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1745.136719 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1808.759766 0.78125)" xlink:href="#DejaVuSans-35"/>
    </g>
   </g>
   <g id="text_15">
    <!-- 0.22 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 129.031165)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-32"/>
    </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(#p971e97735b)">
    <image height="947" id="image8bd2c90e2c" transform="matrix(4 0 0 0.135164 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
iVBORw0KGgoAAAANSUhEUgAAAAEAAAOzCAYAAAB5/2xqAAAABHNCSVQICAgIfAhkiAAAAERJREFUWIXt16EVABAYReF3JFNwJIqFLGIxs8g2YQJF8YdbvnzrVexjO0kCAAAAAPjB8s1CxpWagoUMeEAzF24HAMAAB5XvDX76FiJPAAAAAElFTkSuQmCC"/>
   </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(#pc9787c202e)">
    <image height="128.16" id="image4993f106e2" 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="m082743f81a" style="stroke:#262626;"/>
      </defs>
      <g>
       <use style="fill:#262626;stroke:#262626;" x="19.455952" xlink:href="#m082743f81a" 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="#m082743f81a" 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="#m082743f81a" 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="#m082743f81a" 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="#m082743f81a" 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="#m082743f81a" 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="p325188b57a">
   <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
  </clipPath>
  <clipPath id="p175dfce24f">
   <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
  </clipPath>
  <clipPath id="p1341863a0a">
   <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
  </clipPath>
  <clipPath id="p6bc733c10d">
   <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
  </clipPath>
  <clipPath id="p66a86b30e9">
   <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
  </clipPath>
  <clipPath id="p971e97735b">
   <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
  </clipPath>
  <clipPath id="pc9787c202e">
   <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
  </clipPath>
 </defs>
</svg>