highspeed-fmriprep/fmriprep/sub-28/figures/sub-28_ses-02_task-rest_rec-prenorm_run-pre_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(#pac9b9bccad)" d="M 18.697188 22.509438 
L 372.281346 22.509438 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_2">
    <path clip-path="url(#pac9b9bccad)" d="M 18.697188 24.493931 
L 21.745327 24.899963 
L 24.793466 24.712686 
L 26.317536 24.549514 
L 27.841605 24.633448 
L 32.413814 24.358097 
L 33.937884 24.19307 
L 35.461954 24.308296 
L 36.986023 24.059276 
L 38.510093 24.130041 
L 40.034163 23.871098 
L 41.558232 23.74726 
L 43.082302 23.857028 
L 44.606372 23.57072 
L 46.130441 22.964494 
L 47.654511 23.46174 
L 49.17858 23.214091 
L 52.22672 23.487064 
L 53.750789 23.52563 
L 58.322998 24.168852 
L 59.847068 24.119906 
L 61.371138 23.833884 
L 62.895207 23.888075 
L 65.943347 23.845171 
L 70.515556 23.83658 
L 72.039625 23.684231 
L 75.087764 23.557399 
L 76.611834 23.483428 
L 91.852531 24.318511 
L 93.3766 24.371775 
L 94.90067 24.156776 
L 97.948809 24.065695 
L 99.472879 23.846536 
L 102.521018 23.991293 
L 104.045088 23.891706 
L 108.617297 23.987 
L 110.141366 23.802863 
L 111.665436 24.03419 
L 117.761715 23.770477 
L 119.285784 23.750936 
L 120.809854 23.860731 
L 122.333924 23.732329 
L 123.857993 23.769855 
L 126.906133 23.176009 
L 128.430202 23.317494 
L 129.954272 23.041109 
L 137.57462 23.668897 
L 140.622759 23.795768 
L 145.194968 23.121559 
L 149.767177 23.1317 
L 154.339386 23.484885 
L 155.863456 23.382145 
L 157.387525 23.530797 
L 158.911595 23.345825 
L 166.531943 23.688921 
L 168.056013 23.829598 
L 169.580083 24.083706 
L 171.104152 24.120622 
L 175.676361 23.78205 
L 177.200431 23.633968 
L 183.29671 24.091012 
L 190.917058 23.697983 
L 193.965197 23.640963 
L 197.013336 23.494258 
L 198.537406 23.429501 
L 204.633685 23.679641 
L 207.681824 22.787597 
L 209.205894 23.237242 
L 213.778102 23.730302 
L 216.826242 24.579667 
L 219.874381 25.216649 
L 224.44659 25.148222 
L 232.066938 24.162268 
L 235.115078 23.654443 
L 238.163217 23.381794 
L 245.783565 23.004166 
L 247.307635 22.645682 
L 248.831704 22.61582 
L 250.355774 22.407591 
L 251.879844 22.351677 
L 253.403913 22.555773 
L 254.927983 22.444428 
L 256.452053 22.677743 
L 265.596471 22.962222 
L 267.12054 22.893947 
L 268.64461 23.052343 
L 271.692749 23.12291 
L 279.313097 23.608981 
L 280.837167 23.492609 
L 282.361237 23.519152 
L 286.933446 23.133442 
L 294.553794 23.488621 
L 297.601933 23.161549 
L 305.222281 23.793755 
L 308.270421 24.244228 
L 309.79449 24.356951 
L 311.31856 24.241843 
L 312.84263 23.949216 
L 325.035187 23.095546 
L 326.559256 22.805151 
L 328.083326 22.684062 
L 329.607396 22.277593 
L 334.179605 22.338078 
L 340.275883 22.712042 
L 341.799953 22.539954 
L 344.848092 22.500726 
L 346.372162 22.362978 
L 347.896232 22.500733 
L 350.944371 22.572452 
L 355.51658 23.204042 
L 357.040649 23.226644 
L 358.564719 23.398513 
L 361.612858 23.323919 
L 364.660998 23.28846 
L 366.185067 23.48152 
L 367.709137 23.447068 
L 369.233207 23.616626 
L 372.281346 23.532963 
L 372.281346 23.532963 
" 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: 473.493 $\bullet$ mean: 467.471 $\bullet$ $\sigma$: 2.752 -->
    <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 37.796875 64.3125 
L 12.890625 25.390625 
L 37.796875 25.390625 
z
M 35.203125 72.90625 
L 47.609375 72.90625 
L 47.609375 25.390625 
L 58.015625 25.390625 
L 58.015625 17.1875 
L 47.609375 17.1875 
L 47.609375 0 
L 37.796875 0 
L 37.796875 17.1875 
L 4.890625 17.1875 
L 4.890625 26.703125 
z
" id="DejaVuSans-34"/>
     <path d="M 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 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 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 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 19.1875 8.296875 
L 53.609375 8.296875 
L 53.609375 0 
L 7.328125 0 
L 7.328125 8.296875 
Q 12.9375 14.109375 22.625 23.890625 
Q 32.328125 33.6875 34.8125 36.53125 
Q 39.546875 41.84375 41.421875 45.53125 
Q 43.3125 49.21875 43.3125 52.78125 
Q 43.3125 58.59375 39.234375 62.25 
Q 35.15625 65.921875 28.609375 65.921875 
Q 23.96875 65.921875 18.8125 64.3125 
Q 13.671875 62.703125 7.8125 59.421875 
L 7.8125 69.390625 
Q 13.765625 71.78125 18.9375 73 
Q 24.125 74.21875 28.421875 74.21875 
Q 39.75 74.21875 46.484375 68.546875 
Q 53.21875 62.890625 53.21875 53.421875 
Q 53.21875 48.921875 51.53125 44.890625 
Q 49.859375 40.875 45.40625 35.40625 
Q 44.1875 33.984375 37.640625 27.21875 
Q 31.109375 20.453125 19.1875 8.296875 
z
" id="DejaVuSans-32"/>
     <path d="M 10.796875 72.90625 
L 49.515625 72.90625 
L 49.515625 64.59375 
L 19.828125 64.59375 
L 19.828125 46.734375 
Q 21.96875 47.46875 24.109375 47.828125 
Q 26.265625 48.1875 28.421875 48.1875 
Q 40.625 48.1875 47.75 41.5 
Q 54.890625 34.8125 54.890625 23.390625 
Q 54.890625 11.625 47.5625 5.09375 
Q 40.234375 -1.421875 26.90625 -1.421875 
Q 22.3125 -1.421875 17.546875 -0.640625 
Q 12.796875 0.140625 7.71875 1.703125 
L 7.71875 11.625 
Q 12.109375 9.234375 16.796875 8.0625 
Q 21.484375 6.890625 26.703125 6.890625 
Q 35.15625 6.890625 40.078125 11.328125 
Q 45.015625 15.765625 45.015625 23.390625 
Q 45.015625 31 40.078125 35.4375 
Q 35.15625 39.890625 26.703125 39.890625 
Q 22.75 39.890625 18.8125 39.015625 
Q 14.890625 38.140625 10.796875 36.28125 
z
" id="DejaVuSans-35"/>
    </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-34"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-37"/>
     <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-34"/>
     <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-34"/>
     <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-37"/>
     <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-32"/>
     <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-35"/>
     <use transform="translate(2063.220703 0.78125)" xlink:href="#DejaVuSans-32"/>
    </g>
   </g>
   <g id="text_3">
    <!-- 472.42 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 23.337251)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-34"/>
     <use x="63.623047" xlink:href="#DejaVuSans-37"/>
     <use x="127.246094" xlink:href="#DejaVuSans-32"/>
     <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(#p52a46f1954)" d="M 18.697188 50.06618 
L 372.281346 50.06618 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_4">
    <path clip-path="url(#p52a46f1954)" d="M 18.697188 51.718221 
L 21.745327 53.200268 
L 23.269396 53.047259 
L 24.793466 53.046276 
L 26.317536 52.577619 
L 27.841605 52.704516 
L 29.365675 52.319545 
L 30.889745 52.784248 
L 32.413814 52.305366 
L 35.461954 52.553996 
L 36.986023 52.296806 
L 38.510093 52.609849 
L 40.034163 52.008281 
L 43.082302 52.157347 
L 44.606372 51.620112 
L 46.130441 51.209366 
L 47.654511 52.136585 
L 49.17858 51.229651 
L 50.70265 51.420473 
L 52.22672 51.456437 
L 53.750789 51.171471 
L 55.274859 51.378763 
L 56.798929 51.710265 
L 58.322998 52.653955 
L 59.847068 52.107298 
L 62.895207 52.116161 
L 64.419277 51.647108 
L 65.943347 52.159196 
L 67.467416 51.513721 
L 68.991486 51.9128 
L 70.515556 51.794918 
L 72.039625 51.426649 
L 73.563695 51.843257 
L 76.611834 51.343056 
L 78.135904 51.693575 
L 79.659973 51.208668 
L 81.184043 51.341229 
L 82.708113 51.629626 
L 84.232182 51.726235 
L 85.756252 51.408563 
L 87.280322 51.864135 
L 88.804391 52.145844 
L 90.328461 51.651935 
L 91.852531 52.299085 
L 93.3766 52.281022 
L 94.90067 51.772539 
L 96.42474 52.199173 
L 97.948809 51.68527 
L 99.472879 51.337356 
L 100.996949 51.74067 
L 104.045088 51.236048 
L 105.569157 51.47628 
L 107.093227 51.321317 
L 108.617297 51.613121 
L 110.141366 51.431057 
L 111.665436 51.787892 
L 114.713575 51.559932 
L 116.237645 51.494576 
L 117.761715 51.082178 
L 119.285784 51.395012 
L 120.809854 51.195467 
L 122.333924 51.232024 
L 123.857993 51.513814 
L 125.382063 51.403049 
L 126.906133 50.782616 
L 128.430202 50.98037 
L 129.954272 50.576289 
L 131.478341 50.575661 
L 133.002411 50.429503 
L 134.526481 50.526973 
L 136.05055 51.342904 
L 137.57462 51.124156 
L 139.09869 51.254623 
L 140.622759 51.850608 
L 142.146829 51.808968 
L 143.670899 51.424032 
L 145.194968 50.90543 
L 148.243108 50.558342 
L 149.767177 50.773671 
L 151.291247 50.844575 
L 152.815317 50.652927 
L 154.339386 51.134321 
L 155.863456 50.840702 
L 157.387525 51.318828 
L 158.911595 51.107756 
L 160.435665 51.377775 
L 161.959734 51.285574 
L 163.483804 50.973263 
L 165.007874 51.386568 
L 166.531943 51.107872 
L 168.056013 51.23492 
L 169.580083 51.763734 
L 174.152292 51.658041 
L 175.676361 51.492912 
L 177.200431 51.094519 
L 178.724501 51.373192 
L 180.24857 51.198642 
L 183.29671 51.558024 
L 184.820779 51.376949 
L 186.344849 51.379927 
L 187.868918 51.650923 
L 189.392988 51.717977 
L 190.917058 51.256728 
L 192.441127 51.599431 
L 193.965197 51.301206 
L 195.489267 51.297868 
L 197.013336 51.069931 
L 200.061476 51.04597 
L 201.585545 50.974869 
L 203.109615 50.575777 
L 204.633685 51.025651 
L 206.157754 51.142417 
L 207.681824 50.433178 
L 209.205894 50.76475 
L 212.254033 50.838748 
L 213.778102 50.991024 
L 215.302172 51.323445 
L 216.826242 51.390232 
L 218.350311 52.31773 
L 219.874381 52.726848 
L 221.398451 52.465459 
L 224.44659 52.777426 
L 225.97066 52.322964 
L 227.494729 52.228775 
L 229.018799 52.249059 
L 235.115078 51.30815 
L 239.687287 50.950664 
L 241.211356 51.304893 
L 242.735426 50.78564 
L 244.259495 50.936067 
L 245.783565 50.963831 
L 247.307635 50.466793 
L 248.831704 50.840551 
L 250.355774 49.992727 
L 253.403913 50.154971 
L 254.927983 49.723068 
L 256.452053 50.177745 
L 257.976122 50.069376 
L 261.024262 50.554236 
L 264.072401 50.870618 
L 265.596471 50.440052 
L 267.12054 50.510387 
L 268.64461 50.841482 
L 270.168679 50.490695 
L 271.692749 50.722552 
L 273.216819 50.617638 
L 274.740888 50.830432 
L 276.264958 50.801051 
L 277.789028 51.182486 
L 282.361237 51.261579 
L 286.933446 51.11513 
L 289.981585 50.711979 
L 291.505655 51.144266 
L 293.029724 50.740441 
L 294.553794 50.770368 
L 296.077863 50.998585 
L 297.601933 50.979568 
L 299.126003 50.435505 
L 300.650072 50.871234 
L 302.174142 50.984534 
L 303.698212 50.887099 
L 305.222281 50.939347 
L 306.746351 51.149907 
L 308.270421 51.642711 
L 309.79449 51.634976 
L 311.31856 51.991299 
L 312.84263 51.741821 
L 314.366699 51.696634 
L 315.890769 51.324585 
L 317.414839 51.163306 
L 318.938908 50.62621 
L 320.462978 50.916933 
L 323.511117 51.221835 
L 326.559256 50.7502 
L 328.083326 50.739894 
L 329.607396 50.177896 
L 331.131465 50.413882 
L 332.655535 50.00815 
L 334.179605 49.747214 
L 335.703674 50.017571 
L 337.227744 49.998205 
L 338.751814 50.095442 
L 340.275883 50.380489 
L 341.799953 50.148062 
L 343.324023 50.366973 
L 344.848092 49.997286 
L 346.372162 49.991866 
L 347.896232 50.272342 
L 349.420301 49.854385 
L 350.944371 49.996739 
L 352.46844 49.823259 
L 353.99251 50.402984 
L 355.51658 50.544873 
L 357.040649 50.389503 
L 358.564719 51.041295 
L 360.088789 50.776463 
L 361.612858 50.977311 
L 363.136928 50.531451 
L 364.660998 50.833433 
L 367.709137 50.523774 
L 369.233207 50.988035 
L 370.757276 50.590235 
L 372.281346 51.081597 
L 372.281346 51.081597 
" 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: 527.240 $\bullet$ mean: 519.244 $\bullet$ $\sigma$: 3.634 -->
    <defs>
     <path d="M 31.78125 66.40625 
Q 24.171875 66.40625 20.328125 58.90625 
Q 16.5 51.421875 16.5 36.375 
Q 16.5 21.390625 20.328125 13.890625 
Q 24.171875 6.390625 31.78125 6.390625 
Q 39.453125 6.390625 43.28125 13.890625 
Q 47.125 21.390625 47.125 36.375 
Q 47.125 51.421875 43.28125 58.90625 
Q 39.453125 66.40625 31.78125 66.40625 
z
M 31.78125 74.21875 
Q 44.046875 74.21875 50.515625 64.515625 
Q 56.984375 54.828125 56.984375 36.375 
Q 56.984375 17.96875 50.515625 8.265625 
Q 44.046875 -1.421875 31.78125 -1.421875 
Q 19.53125 -1.421875 13.0625 8.265625 
Q 6.59375 17.96875 6.59375 36.375 
Q 6.59375 54.828125 13.0625 64.515625 
Q 19.53125 74.21875 31.78125 74.21875 
z
" id="DejaVuSans-30"/>
    </defs>
    <g style="fill:#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-35"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(505.927734 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(569.550781 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(633.173828 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(696.796875 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(728.583984 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(791.181641 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(822.96875 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(920.380859 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(981.904297 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(1043.183594 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(1106.5625 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1140.253906 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1172.041016 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1235.664062 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1299.287109 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1362.910156 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.619141 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1458.242188 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(1521.865234 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(1585.488281 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1617.275391 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1679.873047 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1711.660156 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1775.039062 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1808.730469 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1840.517578 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(1904.140625 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1935.927734 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1999.550781 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(2063.173828 0.78125)" xlink:href="#DejaVuSans-34"/>
    </g>
   </g>
   <g id="text_6">
    <!-- 525.44 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 50.893993)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-35"/>
     <use x="63.623047" xlink:href="#DejaVuSans-32"/>
     <use x="127.246094" xlink:href="#DejaVuSans-35"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-34"/>
     <use x="286.279297" xlink:href="#DejaVuSans-34"/>
    </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(#p28e3806f33)" d="M 18.697188 78.621606 
L 372.281346 78.621606 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_6">
    <path clip-path="url(#p28e3806f33)" d="M 18.697188 79.372669 
L 20.221257 79.381087 
L 21.745327 79.581602 
L 24.793466 79.526552 
L 29.365675 79.407655 
L 33.937884 79.340654 
L 35.461954 79.526925 
L 36.986023 79.395785 
L 38.510093 79.507818 
L 40.034163 79.351276 
L 44.606372 79.289721 
L 46.130441 78.815625 
L 47.654511 79.264665 
L 49.17858 79.060318 
L 59.847068 79.355434 
L 61.371138 79.106027 
L 67.467416 79.257516 
L 68.991486 79.212919 
L 70.515556 79.377668 
L 72.039625 79.192306 
L 73.563695 79.230982 
L 78.135904 78.993527 
L 79.659973 79.014119 
L 81.184043 78.9118 
L 82.708113 79.155739 
L 84.232182 79.276468 
L 87.280322 79.262115 
L 90.328461 79.386235 
L 96.42474 79.043645 
L 97.948809 79.098709 
L 99.472879 78.963071 
L 100.996949 79.208659 
L 104.045088 79.282647 
L 113.189506 79.199265 
L 114.713575 79.123853 
L 116.237645 79.204081 
L 117.761715 79.114852 
L 120.809854 79.274283 
L 122.333924 79.174697 
L 123.857993 79.323229 
L 125.382063 79.22936 
L 126.906133 79.006088 
L 128.430202 79.148637 
L 129.954272 78.835614 
L 131.478341 79.054701 
L 133.002411 78.955631 
L 134.526481 78.995154 
L 137.57462 79.361667 
L 140.622759 79.308618 
L 143.670899 79.280096 
L 146.719038 79.010836 
L 148.243108 79.065737 
L 149.767177 78.883373 
L 152.815317 79.212641 
L 155.863456 79.06044 
L 157.387525 79.189904 
L 158.911595 79.0157 
L 160.435665 79.1912 
L 161.959734 78.918284 
L 168.056013 79.096599 
L 169.580083 79.237642 
L 174.152292 79.170804 
L 178.724501 78.951825 
L 183.29671 79.25152 
L 184.820779 79.242384 
L 186.344849 79.432494 
L 190.917058 79.209724 
L 192.441127 79.089084 
L 197.013336 79.040966 
L 198.537406 78.95226 
L 200.061476 79.101693 
L 203.109615 79.204488 
L 207.681824 78.711576 
L 209.205894 78.909419 
L 218.350311 79.103497 
L 221.398451 79.261735 
L 222.92252 79.441196 
L 232.066938 79.360168 
L 236.639147 79.050231 
L 242.735426 79.216541 
L 247.307635 79.186879 
L 254.927983 78.743801 
L 256.452053 78.962936 
L 261.024262 78.986357 
L 265.596471 78.986995 
L 268.64461 78.797027 
L 273.216819 78.832684 
L 276.264958 78.976074 
L 277.789028 78.856919 
L 279.313097 79.037547 
L 280.837167 78.845422 
L 282.361237 78.959897 
L 286.933446 78.672629 
L 291.505655 78.714269 
L 293.029724 78.834984 
L 303.698212 78.681399 
L 306.746351 78.949947 
L 314.366699 78.948943 
L 323.511117 79.024456 
L 325.035187 78.931992 
L 326.559256 78.707608 
L 328.083326 78.723914 
L 329.607396 78.5336 
L 335.703674 78.530534 
L 337.227744 78.723432 
L 338.751814 78.750584 
L 340.275883 78.917355 
L 341.799953 78.947179 
L 350.944371 78.457489 
L 353.99251 78.588351 
L 355.51658 78.795392 
L 357.040649 78.765561 
L 360.088789 78.914452 
L 364.660998 78.586174 
L 366.185067 78.710491 
L 367.709137 78.589348 
L 370.757276 78.757211 
L 372.281346 78.695616 
L 372.281346 78.695616 
" 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: 499.691 $\bullet$ mean: 496.993 $\bullet$ $\sigma$: 1.108 -->
    <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"/>
    </defs>
    <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-34"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-36"/>
     <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-34"/>
     <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-36"/>
     <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-39"/>
     <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-31"/>
     <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1936.083984 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1999.707031 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(2063.330078 0.78125)" xlink:href="#DejaVuSans-38"/>
    </g>
   </g>
   <g id="text_9">
    <!-- 498.95 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 79.449419)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-34"/>
     <use x="63.623047" xlink:href="#DejaVuSans-39"/>
     <use x="127.246094" xlink:href="#DejaVuSans-38"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-39"/>
     <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(#pa21103ad08)" d="M 18.697188 105.033611 
L 372.281346 105.033611 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_8">
    <path clip-path="url(#pa21103ad08)" d="M 20.221257 107.054334 
L 21.745327 111.59316 
L 23.269396 109.864079 
L 24.793466 107.564783 
L 26.317536 113.071256 
L 27.841605 111.919495 
L 29.365675 110.244233 
L 30.889745 112.651174 
L 32.413814 113.11043 
L 33.937884 107.017565 
L 35.461954 105.051394 
L 36.986023 109.620602 
L 38.510093 109.893961 
L 40.034163 107.434361 
L 41.558232 110.19254 
L 43.082302 105.854573 
L 44.606372 107.084373 
L 46.130441 108.788167 
L 47.654511 104.820495 
L 49.17858 103.791584 
L 50.70265 111.838543 
L 52.22672 112.657713 
L 53.750789 110.532677 
L 55.274859 107.989528 
L 56.798929 109.748678 
L 58.322998 106.073609 
L 59.847068 104.095669 
L 61.371138 108.081585 
L 62.895207 107.22371 
L 64.419277 107.362861 
L 65.943347 112.945903 
L 67.467416 111.598352 
L 68.991486 108.426317 
L 70.515556 107.627428 
L 72.039625 110.718358 
L 73.563695 109.281723 
L 75.087764 107.553175 
L 76.611834 108.829662 
L 78.135904 109.645449 
L 79.659973 104.081651 
L 81.184043 108.055552 
L 82.708113 107.485711 
L 84.232182 109.118788 
L 85.756252 106.784634 
L 87.280322 111.741386 
L 88.804391 110.880132 
L 90.328461 106.62048 
L 91.852531 109.462301 
L 93.3766 109.380569 
L 94.90067 107.068665 
L 96.42474 109.471283 
L 97.948809 109.85654 
L 99.472879 106.689981 
L 100.996949 112.569315 
L 102.521018 112.108712 
L 104.045088 109.569316 
L 105.569157 111.031454 
L 107.093227 108.696923 
L 108.617297 108.029926 
L 110.141366 109.562247 
L 111.665436 111.357789 
L 113.189506 110.158342 
L 114.713575 109.20268 
L 116.237645 111.282816 
L 117.761715 110.735722 
L 119.285784 107.304222 
L 120.809854 109.484081 
L 122.333924 107.862422 
L 123.857993 106.621357 
L 125.382063 110.684969 
L 126.906133 107.973507 
L 128.430202 112.391206 
L 129.954272 108.885641 
L 131.478341 110.102016 
L 133.002411 110.331694 
L 134.526481 113.746609 
L 136.05055 109.081397 
L 137.57462 112.467619 
L 139.09869 108.133934 
L 140.622759 108.094976 
L 142.146829 110.178615 
L 143.670899 108.98793 
L 146.719038 107.459487 
L 148.243108 110.724647 
L 149.767177 109.377159 
L 151.291247 104.733507 
L 152.815317 111.038683 
L 154.339386 108.789764 
L 155.863456 101.313303 
L 157.387525 109.836513 
L 158.911595 105.021821 
L 160.435665 112.744731 
L 161.959734 105.322936 
L 163.483804 103.385707 
L 165.007874 109.069695 
L 168.056013 106.18441 
L 169.580083 112.984671 
L 171.104152 108.806911 
L 172.628222 106.882137 
L 174.152292 109.915052 
L 175.676361 109.701868 
L 177.200431 109.652615 
L 178.724501 113.067906 
L 180.24857 110.964994 
L 181.77264 108.573857 
L 183.29671 114.723484 
L 184.820779 109.192575 
L 186.344849 108.612032 
L 187.868918 111.908196 
L 189.392988 110.036898 
L 190.917058 108.652803 
L 192.441127 112.938424 
L 193.965197 111.854157 
L 195.489267 108.620231 
L 197.013336 110.929132 
L 198.537406 109.691759 
L 200.061476 106.076675 
L 201.585545 108.67408 
L 203.109615 107.454511 
L 206.157754 106.946065 
L 207.681824 100.024611 
L 209.205894 108.636218 
L 210.729963 112.001384 
L 212.254033 113.184683 
L 213.778102 112.208215 
L 215.302172 108.064937 
L 216.826242 105.250529 
L 218.350311 106.54842 
L 219.874381 110.402784 
L 221.398451 108.368992 
L 222.92252 113.491524 
L 224.44659 109.51778 
L 225.97066 108.181718 
L 227.494729 112.129049 
L 229.018799 112.404255 
L 230.542869 109.820115 
L 232.066938 111.774835 
L 233.591008 112.103923 
L 235.115078 112.892207 
L 236.639147 111.702085 
L 238.163217 107.089442 
L 239.687287 111.054704 
L 241.211356 109.597449 
L 242.735426 107.083683 
L 244.259495 109.442277 
L 245.783565 106.283354 
L 247.307635 106.654369 
L 248.831704 110.533549 
L 250.355774 106.362363 
L 251.879844 110.761225 
L 253.403913 111.66829 
L 254.927983 105.323936 
L 256.452053 109.281379 
L 257.976122 110.309821 
L 259.500192 101.218773 
L 261.024262 106.274498 
L 262.548331 110.593318 
L 264.072401 108.577516 
L 265.596471 111.588027 
L 267.12054 105.361174 
L 268.64461 105.531834 
L 270.168679 109.670639 
L 271.692749 106.103898 
L 273.216819 111.059524 
L 274.740888 111.060303 
L 276.264958 107.866178 
L 277.789028 109.137376 
L 279.313097 110.125203 
L 280.837167 107.039939 
L 282.361237 109.539404 
L 283.885306 108.23829 
L 285.409376 105.493849 
L 286.933446 108.409796 
L 288.457515 109.758787 
L 289.981585 110.48023 
L 291.505655 108.315922 
L 293.029724 102.90517 
L 294.553794 110.215104 
L 296.077863 110.453541 
L 297.601933 108.784758 
L 299.126003 110.618068 
L 300.650072 108.837327 
L 302.174142 107.715136 
L 303.698212 110.859071 
L 305.222281 110.845367 
L 306.746351 105.043258 
L 308.270421 109.086809 
L 309.79449 112.304375 
L 311.31856 111.489554 
L 312.84263 109.509301 
L 314.366699 112.790291 
L 315.890769 114.229992 
L 318.938908 112.7999 
L 320.462978 108.775309 
L 321.987048 111.206933 
L 323.511117 111.122982 
L 325.035187 110.260914 
L 326.559256 111.481762 
L 328.083326 110.150266 
L 329.607396 106.037438 
L 331.131465 111.683871 
L 332.655535 111.849401 
L 334.179605 111.655148 
L 335.703674 110.411673 
L 337.227744 112.481667 
L 338.751814 109.279313 
L 340.275883 107.100297 
L 341.799953 106.087407 
L 343.324023 111.109684 
L 344.848092 110.010395 
L 346.372162 104.991565 
L 347.896232 108.24139 
L 349.420301 109.707907 
L 350.944371 106.756721 
L 352.46844 109.620979 
L 353.99251 111.076515 
L 355.51658 111.071225 
L 357.040649 107.348216 
L 358.564719 111.970278 
L 360.088789 109.099921 
L 361.612858 106.747116 
L 363.136928 111.539028 
L 364.660998 111.734594 
L 366.185067 112.525224 
L 367.709137 112.783689 
L 369.233207 112.065341 
L 370.757276 114.199483 
L 372.281346 111.608711 
L 372.281346 111.608711 
" 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: 1.597 $\bullet$ mean: 1.301 $\bullet$ $\sigma$: 0.081 -->
    <g style="fill:#38a9c5;" transform="translate(290.289663 103.79472)scale(0.04 -0.04)">
     <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
     <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(442.304688 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(505.927734 0.78125)" xlink:href="#DejaVuSans-37"/>
     <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-31"/>
     <use transform="translate(1108.417969 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1140.205078 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(1203.828125 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1267.451172 0.78125)" xlink:href="#DejaVuSans-31"/>
     <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-38"/>
     <use transform="translate(1808.759766 0.78125)" xlink:href="#DejaVuSans-31"/>
    </g>
   </g>
   <g id="text_12">
    <!-- 1.44 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 105.861424)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-31"/>
     <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
     <use x="95.410156" xlink:href="#DejaVuSans-34"/>
     <use x="159.033203" xlink:href="#DejaVuSans-34"/>
    </g>
   </g>
  </g>
  <g id="axes_5">
   <g id="patch_14">
    <path d="M 18.697188 148.249344 
L 372.281346 148.249344 
L 372.281346 122.702592 
L 18.697188 122.702592 
z
" style="fill:#ffffff;"/>
   </g>
   <g id="matplotlib.axis_9">
    <g id="xtick_25"/>
    <g id="xtick_26"/>
    <g id="xtick_27"/>
    <g id="xtick_28"/>
    <g id="xtick_29"/>
    <g id="xtick_30"/>
   </g>
   <g id="matplotlib.axis_10"/>
   <g id="line2d_9">
    <path clip-path="url(#p8ebc56f1a3)" d="M 18.697188 131.177919 
L 372.281346 131.177919 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_10">
    <path clip-path="url(#p8ebc56f1a3)" d="M 20.221257 136.439488 
L 21.745327 135.949588 
L 23.269396 144.13849 
L 24.793466 143.746848 
L 27.841605 142.682927 
L 29.365675 143.491666 
L 30.889745 144.438642 
L 32.413814 142.572533 
L 33.937884 133.912117 
L 35.461954 132.769475 
L 36.986023 133.864207 
L 38.510093 135.171294 
L 40.034163 138.292459 
L 41.558232 144.296813 
L 43.082302 134.666689 
L 44.606372 138.560554 
L 46.130441 132.028865 
L 47.654511 132.747132 
L 49.17858 141.916338 
L 50.70265 144.866122 
L 52.22672 142.852256 
L 53.750789 142.239141 
L 55.274859 134.189493 
L 56.798929 133.176142 
L 58.322998 139.891169 
L 59.847068 135.746322 
L 61.371138 129.94237 
L 62.895207 129.202036 
L 64.419277 132.796506 
L 65.943347 134.380447 
L 68.991486 140.358192 
L 70.515556 134.352603 
L 72.039625 136.33871 
L 73.563695 141.43423 
L 75.087764 136.486209 
L 76.611834 129.889597 
L 78.135904 143.121467 
L 79.659973 129.724937 
L 81.184043 131.493226 
L 82.708113 137.197285 
L 84.232182 141.516165 
L 85.756252 133.988569 
L 87.280322 134.233271 
L 88.804391 138.612933 
L 90.328461 141.335618 
L 91.852531 142.068764 
L 93.3766 133.443669 
L 94.90067 131.71796 
L 96.42474 141.696556 
L 97.948809 135.657063 
L 99.472879 127.889199 
L 100.996949 143.053533 
L 102.521018 144.692538 
L 104.045088 145.823186 
L 105.569157 139.307835 
L 107.093227 135.219552 
L 108.617297 140.713567 
L 110.141366 144.712273 
L 111.665436 143.02394 
L 113.189506 143.148772 
L 114.713575 140.864549 
L 116.237645 138.161968 
L 117.761715 141.934314 
L 119.285784 140.942851 
L 120.809854 139.763949 
L 122.333924 142.273477 
L 123.857993 135.658219 
L 125.382063 141.193787 
L 126.906133 135.511856 
L 128.430202 140.0191 
L 129.954272 135.550179 
L 131.478341 142.303035 
L 133.002411 141.76829 
L 134.526481 144.73385 
L 136.05055 136.239807 
L 137.57462 140.91813 
L 139.09869 134.010877 
L 140.622759 133.359032 
L 142.146829 142.058401 
L 143.670899 135.825089 
L 145.194968 134.487602 
L 146.719038 136.359106 
L 148.243108 136.196647 
L 149.767177 139.983647 
L 151.291247 141.625824 
L 152.815317 143.46283 
L 154.339386 139.993897 
L 155.863456 129.219006 
L 157.387525 138.431059 
L 158.911595 128.019249 
L 160.435665 139.251696 
L 161.959734 130.74773 
L 163.483804 136.954697 
L 165.007874 141.776193 
L 166.531943 134.161392 
L 168.056013 135.245587 
L 169.580083 144.85244 
L 171.104152 144.488563 
L 172.628222 137.970396 
L 174.152292 135.408483 
L 175.676361 139.925451 
L 177.200431 138.043968 
L 178.724501 143.648688 
L 180.24857 135.488592 
L 181.77264 135.829611 
L 183.29671 144.933692 
L 184.820779 136.317403 
L 186.344849 137.97099 
L 187.868918 142.833999 
L 189.392988 135.092255 
L 190.917058 135.560331 
L 192.441127 140.198214 
L 193.965197 144.389596 
L 195.489267 142.735107 
L 197.013336 135.846985 
L 198.537406 138.032427 
L 200.061476 143.961881 
L 201.585545 138.22356 
L 203.109615 134.439951 
L 204.633685 134.643797 
L 206.157754 124.89876 
L 207.681824 134.51294 
L 209.205894 138.193825 
L 210.729963 142.814539 
L 212.254033 145.274789 
L 213.778102 144.732446 
L 215.302172 135.988882 
L 216.826242 138.241249 
L 218.350311 140.929124 
L 219.874381 142.166678 
L 221.398451 145.776293 
L 222.92252 144.245186 
L 224.44659 145.281223 
L 225.97066 144.955522 
L 229.018799 144.916816 
L 230.542869 145.725448 
L 232.066938 145.103945 
L 233.591008 145.736684 
L 235.115078 141.42905 
L 236.639147 140.228264 
L 238.163217 140.134676 
L 239.687287 140.554432 
L 241.211356 137.042951 
L 244.259495 143.966109 
L 245.783565 133.924871 
L 247.307635 131.026484 
L 248.831704 141.203305 
L 250.355774 143.0994 
L 251.879844 137.890949 
L 253.403913 137.5697 
L 254.927983 135.528973 
L 256.452053 136.137187 
L 257.976122 143.922404 
L 259.500192 138.329088 
L 261.024262 135.17659 
L 262.548331 142.872598 
L 264.072401 143.804204 
L 265.596471 142.068754 
L 267.12054 136.144153 
L 268.64461 136.395127 
L 270.168679 142.858815 
L 271.692749 136.860966 
L 273.216819 139.122342 
L 274.740888 145.653376 
L 276.264958 140.476453 
L 277.789028 136.68304 
L 279.313097 144.70764 
L 280.837167 138.823639 
L 282.361237 136.712124 
L 283.885306 135.37729 
L 285.409376 130.356937 
L 286.933446 131.30182 
L 288.457515 137.623594 
L 289.981585 141.369679 
L 291.505655 144.73924 
L 293.029724 128.91861 
L 294.553794 142.417416 
L 296.077863 133.602308 
L 297.601933 141.315768 
L 299.126003 144.936282 
L 300.650072 144.16233 
L 302.174142 138.315578 
L 303.698212 136.297823 
L 305.222281 141.042517 
L 306.746351 143.255579 
L 308.270421 142.946894 
L 309.79449 143.57504 
L 311.31856 144.038766 
L 312.84263 142.365336 
L 314.366699 143.987313 
L 315.890769 144.963366 
L 317.414839 145.503641 
L 318.938908 140.831957 
L 320.462978 138.789154 
L 321.987048 139.840653 
L 323.511117 141.82372 
L 325.035187 142.58374 
L 326.559256 141.645758 
L 328.083326 135.632857 
L 329.607396 132.392142 
L 331.131465 143.881957 
L 332.655535 136.501316 
L 334.179605 137.195466 
L 335.703674 145.623873 
L 337.227744 139.572748 
L 338.751814 135.452533 
L 340.275883 134.006832 
L 341.799953 134.051479 
L 343.324023 139.33965 
L 344.848092 143.546749 
L 346.372162 134.64543 
L 347.896232 135.169369 
L 349.420301 142.540337 
L 350.944371 142.44062 
L 352.46844 139.179241 
L 353.99251 137.360764 
L 355.51658 137.998149 
L 357.040649 137.184089 
L 358.564719 139.07893 
L 360.088789 142.335931 
L 361.612858 143.018664 
L 363.136928 138.509933 
L 364.660998 136.17658 
L 366.185067 138.409231 
L 367.709137 139.115674 
L 369.233207 140.589399 
L 370.757276 143.448857 
L 372.281346 138.463644 
L 372.281346 138.463644 
" 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: 0.493 $\bullet$ mean: 0.176 $\bullet$ $\sigma$: 0.099 -->
    <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-34"/>
     <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-39"/>
    </g>
   </g>
   <g id="text_15">
    <!-- 0.35 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 132.005732)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-33"/>
     <use x="159.033203" xlink:href="#DejaVuSans-35"/>
    </g>
   </g>
  </g>
  <g id="axes_6">
   <g id="patch_17">
    <path d="M 15.161346 278.112 
L 18.697188 278.112 
L 18.697188 150.37824 
L 15.161346 150.37824 
z
" style="fill:#ffffff;"/>
   </g>
   <g clip-path="url(#p28033efb1e)">
    <image height="947" id="imagea182b85849" transform="matrix(4 0 0 0.135164 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
iVBORw0KGgoAAAANSUhEUgAAAAEAAAOzCAYAAAB5/2xqAAAABHNCSVQICAgIfAhkiAAAAERJREFUWIXt17ERABAQBdE/IlUwIhINaURjahHrhCZuzAWbvHjTVZ7rBkkCAAAAAPjCicNDhg29JA8ZYI52bZwSAIARDxwtDX6vWVTRAAAAAElFTkSuQmCC"/>
   </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(#p1577cad80a)">
    <image height="128.16" id="imageb77b2637d3" 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="m02ba328de2" style="stroke:#262626;"/>
      </defs>
      <g>
       <use style="fill:#262626;stroke:#262626;" x="19.455952" xlink:href="#m02ba328de2" 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="#m02ba328de2" 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="#m02ba328de2" 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="#m02ba328de2" 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="#m02ba328de2" 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="#m02ba328de2" 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="pac9b9bccad">
   <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
  </clipPath>
  <clipPath id="p52a46f1954">
   <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
  </clipPath>
  <clipPath id="p28e3806f33">
   <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
  </clipPath>
  <clipPath id="pa21103ad08">
   <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
  </clipPath>
  <clipPath id="p8ebc56f1a3">
   <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
  </clipPath>
  <clipPath id="p28033efb1e">
   <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
  </clipPath>
  <clipPath id="p1577cad80a">
   <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
  </clipPath>
 </defs>
</svg>