highspeed-fmriprep/fmriprep/sub-24/figures/sub-24_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(#p78b258aa18)" d="M 18.697188 23.192022 
L 372.281346 23.192022 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_2">
    <path clip-path="url(#p78b258aa18)" d="M 18.697188 23.747791 
L 20.221257 24.644465 
L 21.745327 24.244952 
L 23.269396 24.165391 
L 24.793466 24.211777 
L 26.317536 24.14043 
L 29.365675 23.582601 
L 32.413814 23.724571 
L 36.986023 24.146504 
L 38.510093 24.099138 
L 40.034163 24.188264 
L 44.606372 24.094368 
L 46.130441 24.214083 
L 47.654511 24.114852 
L 49.17858 24.339029 
L 50.70265 24.302154 
L 52.22672 24.091308 
L 58.322998 23.928032 
L 61.371138 24.053566 
L 64.419277 23.73932 
L 65.943347 23.279615 
L 67.467416 23.503484 
L 70.515556 23.441112 
L 72.039625 23.547172 
L 75.087764 23.397235 
L 79.659973 23.480807 
L 82.708113 23.883627 
L 85.756252 24.032298 
L 91.852531 24.081722 
L 97.948809 24.08093 
L 102.521018 23.441429 
L 105.569157 23.563006 
L 107.093227 23.724006 
L 108.617297 23.664348 
L 111.665436 23.806311 
L 113.189506 23.60013 
L 116.237645 23.538219 
L 117.761715 23.739433 
L 119.285784 23.525746 
L 123.857993 23.553691 
L 125.382063 23.349085 
L 128.430202 23.451513 
L 131.478341 23.637933 
L 133.002411 23.746879 
L 134.526481 23.429099 
L 136.05055 23.264075 
L 139.09869 23.464505 
L 142.146829 23.692361 
L 145.194968 24.005446 
L 146.719038 24.032742 
L 148.243108 23.91947 
L 151.291247 24.016841 
L 154.339386 24.124671 
L 157.387525 23.87906 
L 158.911595 23.64094 
L 160.435665 23.192818 
L 165.007874 22.985507 
L 168.056013 23.226792 
L 177.200431 24.072052 
L 178.724501 24.216412 
L 180.24857 24.059399 
L 181.77264 23.708006 
L 184.820779 23.824851 
L 186.344849 23.721934 
L 187.868918 23.751695 
L 189.392988 23.659397 
L 190.917058 23.384009 
L 193.965197 23.220944 
L 195.489267 23.397605 
L 197.013336 23.450337 
L 198.537406 23.699242 
L 201.585545 23.976641 
L 204.633685 23.881216 
L 209.205894 23.870363 
L 213.778102 24.083146 
L 215.302172 23.696574 
L 216.826242 23.640088 
L 218.350311 23.395585 
L 221.398451 23.427215 
L 222.92252 23.408615 
L 225.97066 23.115909 
L 227.494729 23.036249 
L 229.018799 23.289879 
L 233.591008 23.402549 
L 235.115078 23.57673 
L 236.639147 23.625468 
L 238.163217 23.321728 
L 239.687287 23.217251 
L 241.211356 23.27183 
L 245.783565 23.738431 
L 247.307635 23.76459 
L 250.355774 24.286455 
L 254.927983 24.012078 
L 261.024262 24.281685 
L 262.548331 24.058916 
L 264.072401 24.190931 
L 267.12054 24.074434 
L 268.64461 23.62537 
L 271.692749 23.035699 
L 279.313097 23.84229 
L 280.837167 23.726049 
L 283.885306 23.815295 
L 286.933446 24.15536 
L 289.981585 24.311928 
L 291.505655 24.303925 
L 293.029724 23.998731 
L 294.553794 24.160808 
L 297.601933 23.728091 
L 299.126003 23.54871 
L 303.698212 23.471853 
L 306.746351 23.7511 
L 312.84263 23.276457 
L 314.366699 23.650556 
L 317.414839 23.879482 
L 318.938908 24.164388 
L 320.462978 24.303427 
L 321.987048 24.61245 
L 323.511117 24.649974 
L 329.607396 23.696189 
L 331.131465 23.650391 
L 334.179605 24.069497 
L 337.227744 23.751461 
L 338.751814 23.605172 
L 341.799953 23.749057 
L 343.324023 24.194361 
L 344.848092 24.130211 
L 346.372162 23.771787 
L 350.944371 23.309745 
L 353.99251 23.382246 
L 358.564719 23.103715 
L 363.136928 23.476895 
L 367.709137 22.76304 
L 369.233207 23.068972 
L 372.281346 23.413883 
L 372.281346 23.413883 
" 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: 435.834 $\bullet$ mean: 431.919 $\bullet$ $\sigma$: 1.420 -->
    <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 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 10.796875 72.90625 
L 49.515625 72.90625 
L 49.515625 64.59375 
L 19.828125 64.59375 
L 19.828125 46.734375 
Q 21.96875 47.46875 24.109375 47.828125 
Q 26.265625 48.1875 28.421875 48.1875 
Q 40.625 48.1875 47.75 41.5 
Q 54.890625 34.8125 54.890625 23.390625 
Q 54.890625 11.625 47.5625 5.09375 
Q 40.234375 -1.421875 26.90625 -1.421875 
Q 22.3125 -1.421875 17.546875 -0.640625 
Q 12.796875 0.140625 7.71875 1.703125 
L 7.71875 11.625 
Q 12.109375 9.234375 16.796875 8.0625 
Q 21.484375 6.890625 26.703125 6.890625 
Q 35.15625 6.890625 40.078125 11.328125 
Q 45.015625 15.765625 45.015625 23.390625 
Q 45.015625 31 40.078125 35.4375 
Q 35.15625 39.890625 26.703125 39.890625 
Q 22.75 39.890625 18.8125 39.015625 
Q 14.890625 38.140625 10.796875 36.28125 
z
" id="DejaVuSans-35"/>
     <path d="M 10.6875 12.40625 
L 21 12.40625 
L 21 0 
L 10.6875 0 
z
" id="DejaVuSans-2e"/>
     <path d="M 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 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 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 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 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 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:#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-33"/>
     <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(505.974609 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(569.597656 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(633.220703 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(696.84375 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(728.630859 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(791.228516 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(823.015625 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(920.427734 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(981.951172 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(1043.230469 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(1106.609375 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1140.300781 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1172.087891 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(1235.710938 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(1299.333984 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1362.957031 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.744141 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1458.367188 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1521.990234 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1585.613281 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1617.400391 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1679.998047 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1711.785156 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1775.164062 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1808.855469 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1840.642578 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1904.265625 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1936.052734 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(1999.675781 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(2063.298828 0.78125)" xlink:href="#DejaVuSans-30"/>
    </g>
   </g>
   <g id="text_3">
    <!-- 434.10 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 24.019835)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-34"/>
     <use x="63.623047" xlink:href="#DejaVuSans-33"/>
     <use x="127.246094" xlink:href="#DejaVuSans-34"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-31"/>
     <use x="286.279297" xlink:href="#DejaVuSans-30"/>
    </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(#pb9993d7547)" d="M 18.697188 50.536056 
L 372.281346 50.536056 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_4">
    <path clip-path="url(#pb9993d7547)" d="M 18.697188 52.087593 
L 20.221257 52.91833 
L 21.745327 52.289396 
L 23.269396 52.380343 
L 24.793466 52.253996 
L 26.317536 52.279933 
L 27.841605 51.799676 
L 29.365675 51.949147 
L 30.889745 51.196712 
L 32.413814 51.860187 
L 33.937884 50.967201 
L 35.461954 51.9431 
L 36.986023 51.512448 
L 38.510093 52.363567 
L 40.034163 51.858862 
L 41.558232 52.340155 
L 43.082302 51.834158 
L 44.606372 52.112743 
L 46.130441 51.785976 
L 47.654511 52.061092 
L 49.17858 51.745881 
L 50.70265 51.927276 
L 52.22672 51.531322 
L 55.274859 51.443372 
L 56.798929 51.64471 
L 58.322998 51.527433 
L 59.847068 51.543566 
L 61.371138 51.813559 
L 62.895207 51.537906 
L 64.419277 51.612438 
L 65.943347 50.881226 
L 67.467416 51.601939 
L 68.991486 50.842455 
L 70.515556 51.600562 
L 72.039625 50.744235 
L 73.563695 51.073067 
L 75.087764 50.669998 
L 76.611834 51.001926 
L 78.135904 50.623148 
L 79.659973 51.059827 
L 81.184043 50.83284 
L 82.708113 51.604851 
L 84.232182 51.359902 
L 85.756252 51.64288 
L 87.280322 51.332188 
L 88.804391 51.606857 
L 94.90067 51.49566 
L 96.42474 51.843956 
L 97.948809 51.905142 
L 99.472879 51.676799 
L 100.996949 51.058725 
L 102.521018 51.200096 
L 104.045088 50.891528 
L 105.569157 51.070051 
L 107.093227 51.106782 
L 108.617297 51.445497 
L 110.141366 51.549396 
L 111.665436 51.480438 
L 113.189506 51.53144 
L 114.713575 50.914311 
L 116.237645 51.313333 
L 117.761715 51.034926 
L 119.285784 51.399853 
L 120.809854 50.921793 
L 122.333924 51.391112 
L 123.857993 50.946484 
L 125.382063 51.066208 
L 126.906133 50.512075 
L 128.430202 50.674445 
L 129.954272 50.63347 
L 131.478341 50.721931 
L 133.002411 50.971779 
L 134.526481 50.658843 
L 137.57462 50.430139 
L 139.09869 50.792725 
L 140.622759 50.563699 
L 142.146829 51.042238 
L 143.670899 51.16404 
L 145.194968 51.531473 
L 149.767177 51.39199 
L 151.291247 51.8763 
L 152.815317 51.765529 
L 154.339386 51.982671 
L 155.863456 51.925938 
L 157.387525 52.022505 
L 158.911595 51.770237 
L 160.435665 51.743356 
L 161.959734 50.92744 
L 163.483804 50.937933 
L 165.007874 50.711635 
L 166.531943 50.65098 
L 168.056013 51.091928 
L 169.580083 50.769215 
L 172.628222 51.30107 
L 174.152292 50.944904 
L 175.676361 51.461997 
L 177.200431 51.402313 
L 178.724501 52.112684 
L 183.29671 51.36583 
L 184.820779 51.561653 
L 186.344849 51.21836 
L 187.868918 51.737041 
L 189.392988 51.247983 
L 190.917058 51.594771 
L 192.441127 50.987826 
L 195.489267 50.813625 
L 197.013336 51.001014 
L 198.537406 50.964132 
L 200.061476 51.405067 
L 201.585545 51.410982 
L 203.109615 51.860797 
L 204.633685 51.277677 
L 206.157754 51.623823 
L 207.681824 51.300867 
L 209.205894 51.453918 
L 210.729963 51.793794 
L 212.254033 51.676097 
L 215.302172 51.621534 
L 216.826242 51.33405 
L 221.398451 51.060004 
L 222.92252 50.802156 
L 224.44659 51.307871 
L 225.97066 50.296178 
L 227.494729 51.118075 
L 229.018799 50.518967 
L 230.542869 50.925827 
L 232.066938 50.773779 
L 233.591008 50.998929 
L 235.115078 51.383189 
L 236.639147 51.112901 
L 238.163217 51.167772 
L 239.687287 50.349678 
L 241.211356 51.122449 
L 242.735426 50.659381 
L 244.259495 51.281724 
L 245.783565 50.973641 
L 247.307635 51.380697 
L 248.831704 51.908861 
L 251.879844 52.232164 
L 253.403913 51.679087 
L 254.927983 51.318088 
L 256.452053 51.636985 
L 257.976122 51.234283 
L 259.500192 51.67729 
L 261.024262 51.428348 
L 262.548331 51.743362 
L 264.072401 51.117229 
L 265.596471 51.793499 
L 267.12054 51.498355 
L 268.64461 51.48051 
L 270.168679 50.582193 
L 271.692749 50.836087 
L 273.216819 49.953745 
L 274.740888 50.69749 
L 276.264958 50.588233 
L 279.313097 51.313268 
L 280.837167 50.66205 
L 282.361237 51.267467 
L 283.885306 50.57976 
L 285.409376 51.520062 
L 286.933446 51.20689 
L 289.981585 51.809153 
L 291.505655 51.330365 
L 293.029724 51.931027 
L 294.553794 51.666306 
L 296.077863 51.650363 
L 297.601933 51.183065 
L 299.126003 50.84094 
L 302.174142 50.566532 
L 303.698212 50.738628 
L 305.222281 50.595893 
L 306.746351 51.531053 
L 308.270421 50.996417 
L 309.79449 51.290256 
L 311.31856 50.713229 
L 312.84263 50.780488 
L 314.366699 50.700165 
L 317.414839 50.71296 
L 318.938908 50.910022 
L 320.462978 51.532994 
L 321.987048 51.467722 
L 323.511117 52.233948 
L 325.035187 51.76061 
L 326.559256 51.591013 
L 328.083326 51.282898 
L 329.607396 50.633969 
L 331.131465 51.063191 
L 332.655535 50.811579 
L 334.179605 51.785694 
L 335.703674 50.929086 
L 337.227744 51.375595 
L 338.751814 50.723079 
L 341.799953 51.191256 
L 343.324023 51.554387 
L 344.848092 51.734162 
L 346.372162 51.340589 
L 347.896232 51.459525 
L 349.420301 50.245111 
L 350.944371 51.100539 
L 352.46844 50.536897 
L 353.99251 50.783426 
L 355.51658 50.723958 
L 357.040649 50.401972 
L 358.564719 50.536825 
L 360.088789 49.987164 
L 361.612858 50.917491 
L 363.136928 50.723866 
L 364.660998 51.268739 
L 366.185067 50.336149 
L 367.709137 50.830499 
L 369.233207 50.095903 
L 370.757276 50.623272 
L 372.281346 50.79043 
L 372.281346 50.79043 
" 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: 478.289 $\bullet$ mean: 472.180 $\bullet$ $\sigma$: 2.342 -->
    <defs>
     <path d="M 8.203125 72.90625 
L 55.078125 72.90625 
L 55.078125 68.703125 
L 28.609375 0 
L 18.3125 0 
L 43.21875 64.59375 
L 8.203125 64.59375 
z
" id="DejaVuSans-37"/>
    </defs>
    <g style="fill:#ae9d31;" transform="translate(280.129663 48.443424)scale(0.04 -0.04)">
     <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
     <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-38"/>
     <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-38"/>
     <use transform="translate(633.173828 0.78125)" xlink:href="#DejaVuSans-39"/>
     <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-34"/>
     <use transform="translate(1235.664062 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1299.287109 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1362.910156 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.697266 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1458.320312 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(1521.943359 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1585.566406 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1617.353516 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1679.951172 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1711.738281 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1775.117188 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1808.808594 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1840.595703 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1904.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1936.005859 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(1999.628906 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(2063.251953 0.78125)" xlink:href="#DejaVuSans-32"/>
    </g>
   </g>
   <g id="text_6">
    <!-- 475.58 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 51.363869)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-35"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-35"/>
     <use x="286.279297" xlink:href="#DejaVuSans-38"/>
    </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(#p71631232b1)" d="M 18.697188 78.572404 
L 372.281346 78.572404 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_6">
    <path clip-path="url(#p71631232b1)" d="M 18.697188 79.225822 
L 20.221257 79.92124 
L 21.745327 79.469386 
L 24.793466 79.442386 
L 26.317536 79.24735 
L 27.841605 79.203825 
L 29.365675 79.030909 
L 36.986023 79.390703 
L 38.510093 79.269029 
L 43.082302 79.311118 
L 44.606372 79.225959 
L 46.130441 79.396356 
L 47.654511 79.249292 
L 49.17858 79.586497 
L 53.750789 79.233265 
L 61.371138 79.268964 
L 64.419277 79.280089 
L 65.943347 79.007562 
L 67.467416 79.135855 
L 70.515556 79.003151 
L 72.039625 79.089414 
L 73.563695 78.947866 
L 78.135904 78.933362 
L 79.659973 78.868201 
L 81.184043 79.072254 
L 84.232182 79.173194 
L 90.328461 79.061331 
L 91.852531 79.098308 
L 93.3766 78.935911 
L 94.90067 79.08823 
L 97.948809 79.123453 
L 100.996949 78.903857 
L 105.569157 78.879708 
L 107.093227 79.016636 
L 108.617297 78.90842 
L 110.141366 79.084252 
L 111.665436 79.087761 
L 113.189506 78.958492 
L 117.761715 79.217339 
L 119.285784 78.95432 
L 123.857993 78.995289 
L 125.382063 78.8067 
L 126.906133 78.938343 
L 129.954272 78.843995 
L 133.002411 78.88121 
L 136.05055 78.578982 
L 137.57462 78.795958 
L 139.09869 78.654417 
L 143.670899 78.845236 
L 145.194968 78.985377 
L 154.339386 78.875319 
L 155.863456 79.020073 
L 168.056013 78.659506 
L 174.152292 79.043997 
L 175.676361 78.960911 
L 177.200431 79.232392 
L 178.724501 79.309493 
L 180.24857 79.2177 
L 181.77264 78.966506 
L 189.392988 78.95302 
L 190.917058 78.798008 
L 192.441127 78.803827 
L 193.965197 78.610336 
L 195.489267 78.747372 
L 197.013336 78.523206 
L 198.537406 78.787879 
L 200.061476 78.712106 
L 201.585545 78.948862 
L 203.109615 78.890104 
L 207.681824 78.980778 
L 209.205894 78.868266 
L 212.254033 79.084317 
L 213.778102 79.046062 
L 215.302172 78.781216 
L 216.826242 78.925616 
L 218.350311 78.64187 
L 219.874381 78.764316 
L 225.97066 78.669021 
L 227.494729 78.534172 
L 229.018799 78.76581 
L 230.542869 78.745762 
L 233.591008 78.933131 
L 236.639147 79.12551 
L 238.163217 78.872237 
L 247.307635 78.690975 
L 250.355774 79.04869 
L 251.879844 78.895049 
L 254.927983 78.906543 
L 256.452053 78.809061 
L 257.976122 78.914866 
L 259.500192 78.873875 
L 261.024262 79.013575 
L 262.548331 78.862606 
L 264.072401 79.17694 
L 267.12054 79.186123 
L 268.64461 78.908369 
L 270.168679 78.857834 
L 271.692749 78.601803 
L 279.313097 78.876958 
L 285.409376 78.700367 
L 286.933446 78.943325 
L 288.457515 78.932387 
L 289.981585 79.152561 
L 291.505655 79.193718 
L 293.029724 78.778812 
L 294.553794 79.098128 
L 299.126003 78.825918 
L 302.174142 78.586252 
L 303.698212 78.844616 
L 305.222281 78.774784 
L 309.79449 78.846976 
L 311.31856 78.723794 
L 312.84263 78.462687 
L 314.366699 78.801127 
L 317.414839 78.748087 
L 325.035187 79.067366 
L 329.607396 78.613274 
L 331.131465 78.591891 
L 334.179605 78.945346 
L 341.799953 78.62494 
L 343.324023 79.076722 
L 344.848092 78.804498 
L 346.372162 78.666805 
L 361.612858 78.666379 
L 364.660998 78.490597 
L 366.185067 78.422627 
L 367.709137 78.179814 
L 369.233207 78.447519 
L 372.281346 78.519019 
L 372.281346 78.519019 
" 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: 457.747 $\bullet$ mean: 454.621 $\bullet$ $\sigma$: 0.997 -->
    <defs>
     <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"/>
    </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-35"/>
     <use transform="translate(410.486328 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(474.109375 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(505.787109 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(569.410156 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(633.033203 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(696.65625 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(728.443359 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(791.041016 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(822.828125 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(920.240234 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(981.763672 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(1043.042969 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(1106.421875 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1140.113281 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1171.900391 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(1235.523438 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1299.146484 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(1362.769531 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.556641 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1458.179688 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1521.802734 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1585.425781 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1617.212891 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1679.810547 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1711.597656 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1774.976562 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1808.667969 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1840.455078 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1904.078125 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1935.865234 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1999.488281 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(2063.111328 0.78125)" xlink:href="#DejaVuSans-37"/>
    </g>
   </g>
   <g id="text_9">
    <!-- 456.09 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 79.400217)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-34"/>
     <use x="63.623047" xlink:href="#DejaVuSans-35"/>
     <use x="127.246094" xlink:href="#DejaVuSans-36"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-30"/>
     <use x="286.279297" xlink:href="#DejaVuSans-39"/>
    </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(#p0c9f30736c)" d="M 18.697188 102.368818 
L 372.281346 102.368818 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_8">
    <path clip-path="url(#p0c9f30736c)" d="M 20.221257 110.295036 
L 21.745327 113.149023 
L 23.269396 113.436025 
L 24.793466 99.823413 
L 26.317536 101.748829 
L 27.841605 99.929612 
L 29.365675 103.771766 
L 30.889745 110.178572 
L 32.413814 108.71634 
L 35.461954 111.033501 
L 36.986023 110.226417 
L 38.510093 107.954991 
L 40.034163 105.384535 
L 41.558232 104.442883 
L 43.082302 103.716106 
L 44.606372 107.113865 
L 46.130441 104.325273 
L 47.654511 109.071217 
L 49.17858 110.345081 
L 50.70265 113.181052 
L 52.22672 112.541346 
L 53.750789 110.337145 
L 55.274859 111.7733 
L 56.798929 113.426814 
L 58.322998 112.031962 
L 59.847068 111.390485 
L 61.371138 112.557654 
L 62.895207 112.857896 
L 64.419277 111.467816 
L 65.943347 107.718625 
L 67.467416 109.991042 
L 68.991486 107.209954 
L 70.515556 102.933023 
L 72.039625 100.243468 
L 73.563695 101.908858 
L 75.087764 108.44531 
L 76.611834 109.393101 
L 78.135904 112.005389 
L 79.659973 110.390756 
L 81.184043 105.969517 
L 82.708113 102.04166 
L 84.232182 100.105332 
L 85.756252 100.594095 
L 87.280322 100.428455 
L 88.804391 102.359267 
L 91.852531 110.217613 
L 93.3766 110.142884 
L 94.90067 108.828804 
L 96.42474 110.268027 
L 97.948809 113.030234 
L 99.472879 111.465491 
L 100.996949 108.46751 
L 102.521018 111.14581 
L 104.045088 111.770786 
L 105.569157 110.428241 
L 107.093227 109.767854 
L 108.617297 104.022799 
L 110.141366 107.129459 
L 111.665436 106.119558 
L 113.189506 106.307772 
L 114.713575 110.031846 
L 116.237645 111.079579 
L 117.761715 108.043951 
L 119.285784 107.027725 
L 120.809854 105.690111 
L 122.333924 102.376633 
L 123.857993 103.308486 
L 125.382063 104.091694 
L 126.906133 108.688495 
L 128.430202 110.380429 
L 129.954272 112.667295 
L 131.478341 112.30321 
L 133.002411 108.559353 
L 134.526481 106.938396 
L 136.05055 107.149737 
L 139.09869 110.096528 
L 140.622759 111.972332 
L 142.146829 113.368955 
L 143.670899 113.419495 
L 145.194968 112.28777 
L 146.719038 113.632237 
L 148.243108 113.210231 
L 149.767177 109.336204 
L 151.291247 106.243774 
L 152.815317 107.805478 
L 154.339386 110.401173 
L 155.863456 111.621055 
L 157.387525 110.497543 
L 158.911595 112.502741 
L 160.435665 112.030904 
L 161.959734 111.104289 
L 163.483804 109.58727 
L 165.007874 109.25881 
L 166.531943 111.338053 
L 168.056013 112.663018 
L 169.580083 111.777794 
L 171.104152 111.599258 
L 172.628222 112.514492 
L 174.152292 109.169695 
L 175.676361 104.116937 
L 177.200431 103.150723 
L 178.724501 108.993483 
L 180.24857 111.855499 
L 181.77264 108.940119 
L 183.29671 107.274045 
L 184.820779 106.811142 
L 186.344849 106.05705 
L 187.868918 110.694843 
L 189.392988 113.670343 
L 190.917058 112.048144 
L 192.441127 113.838434 
L 193.965197 110.843705 
L 195.489267 112.683913 
L 197.013336 110.550782 
L 198.537406 106.68553 
L 200.061476 108.294924 
L 201.585545 112.651049 
L 203.109615 113.112525 
L 204.633685 110.823116 
L 206.157754 109.5775 
L 207.681824 105.907038 
L 209.205894 105.860464 
L 210.729963 105.525369 
L 212.254033 108.120975 
L 213.778102 111.429866 
L 215.302172 111.767437 
L 216.826242 113.768606 
L 218.350311 106.560882 
L 219.874381 107.808701 
L 221.398451 108.612003 
L 222.92252 112.201165 
L 224.44659 113.242167 
L 225.97066 108.561707 
L 227.494729 106.055778 
L 229.018799 104.028565 
L 230.542869 106.066475 
L 232.066938 107.445858 
L 233.591008 107.753881 
L 235.115078 110.493015 
L 236.639147 111.13539 
L 238.163217 111.103361 
L 239.687287 109.969245 
L 241.211356 109.19503 
L 242.735426 108.767504 
L 244.259495 110.600767 
L 245.783565 110.375221 
L 248.831704 105.926447 
L 250.355774 107.179722 
L 251.879844 109.181446 
L 253.403913 108.102711 
L 254.927983 108.371852 
L 256.452053 110.641634 
L 257.976122 111.605675 
L 259.500192 110.785477 
L 261.024262 110.20676 
L 262.548331 110.561605 
L 264.072401 110.174107 
L 265.596471 110.835643 
L 267.12054 113.470597 
L 268.64461 110.017552 
L 270.168679 110.935892 
L 271.692749 110.886217 
L 273.216819 109.659514 
L 274.740888 107.590071 
L 276.264958 101.7186 
L 277.789028 109.689592 
L 279.313097 113.110603 
L 280.837167 115.090966 
L 282.361237 113.901966 
L 283.885306 109.457876 
L 285.409376 107.433579 
L 286.933446 104.914624 
L 288.457515 107.583805 
L 289.981585 108.693116 
L 291.505655 108.493029 
L 293.029724 108.791656 
L 296.077863 110.600457 
L 297.601933 112.184483 
L 299.126003 111.544589 
L 300.650072 111.271729 
L 302.174142 109.315523 
L 303.698212 102.482241 
L 305.222281 106.04877 
L 306.746351 110.878062 
L 308.270421 113.184556 
L 309.79449 114.049221 
L 311.31856 113.204368 
L 312.84263 113.775644 
L 314.366699 113.153363 
L 315.890769 112.713495 
L 317.414839 107.915274 
L 318.938908 102.673929 
L 320.462978 99.723944 
L 321.987048 103.477538 
L 323.511117 110.881101 
L 325.035187 113.068683 
L 326.559256 112.974205 
L 328.083326 109.218997 
L 331.131465 104.955306 
L 332.655535 108.287824 
L 337.227744 113.095349 
L 338.751814 111.014989 
L 340.275883 111.034088 
L 341.799953 109.815666 
L 343.324023 106.48507 
L 344.848092 110.584766 
L 346.372162 112.738457 
L 347.896232 111.91708 
L 349.420301 110.11786 
L 350.944371 108.131332 
L 352.46844 110.027414 
L 353.99251 110.849937 
L 355.51658 110.36099 
L 357.040649 111.627875 
L 358.564719 107.024439 
L 360.088789 106.452916 
L 361.612858 106.265168 
L 363.136928 113.045892 
L 364.660998 112.392945 
L 366.185067 113.542472 
L 367.709137 109.609688 
L 369.233207 106.094475 
L 370.757276 107.860298 
L 372.281346 111.38351 
L 372.281346 111.38351 
" 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: 1.515 $\bullet$ mean: 1.211 $\bullet$ $\sigma$: 0.108 -->
    <g style="fill:#38a9c5;" transform="translate(290.289663 103.79472)scale(0.04 -0.04)">
     <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
     <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1140.205078 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1203.828125 0.78125)" xlink:href="#DejaVuSans-31"/>
     <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-31"/>
     <use transform="translate(1745.136719 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1808.759766 0.78125)" xlink:href="#DejaVuSans-38"/>
    </g>
   </g>
   <g id="text_12">
    <!-- 1.43 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 103.196631)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-33"/>
    </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(#p7fc7be9244)" d="M 18.697188 128.015189 
L 372.281346 128.015189 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_10">
    <path clip-path="url(#p7fc7be9244)" d="M 20.221257 142.085924 
L 21.745327 140.951601 
L 23.269396 143.424176 
L 24.793466 125.410141 
L 26.317536 134.661464 
L 27.841605 128.272348 
L 29.365675 135.586106 
L 30.889745 135.26476 
L 32.413814 132.910152 
L 33.937884 127.698829 
L 35.461954 130.652563 
L 36.986023 129.202715 
L 38.510093 130.483318 
L 40.034163 135.90134 
L 41.558232 135.647484 
L 43.082302 140.542992 
L 44.606372 137.971193 
L 47.654511 133.448986 
L 49.17858 130.237029 
L 50.70265 130.50947 
L 52.22672 132.123559 
L 53.750789 133.478508 
L 55.274859 126.727031 
L 56.798929 128.786098 
L 58.322998 138.823319 
L 59.847068 138.787221 
L 61.371138 136.585197 
L 62.895207 134.893111 
L 64.419277 132.60705 
L 65.943347 131.957017 
L 67.467416 139.2489 
L 68.991486 142.184303 
L 70.515556 139.684008 
L 72.039625 138.690996 
L 73.563695 135.017312 
L 75.087764 140.426021 
L 76.611834 144.485145 
L 78.135904 142.603954 
L 79.659973 139.882289 
L 81.184043 138.251259 
L 82.708113 132.865791 
L 84.232182 135.497436 
L 85.756252 136.040098 
L 88.804391 131.283736 
L 90.328461 133.164067 
L 91.852531 132.317988 
L 93.3766 134.395829 
L 94.90067 135.286333 
L 96.42474 135.141738 
L 97.948809 133.585325 
L 99.472879 130.672316 
L 100.996949 135.469872 
L 102.521018 134.027557 
L 104.045088 131.193737 
L 105.569157 134.772409 
L 107.093227 134.225682 
L 108.617297 127.810146 
L 110.141366 128.168846 
L 111.665436 136.830566 
L 113.189506 131.311679 
L 114.713575 134.908072 
L 116.237645 130.458889 
L 117.761715 124.892848 
L 119.285784 127.600761 
L 120.809854 131.358191 
L 122.333924 128.918362 
L 123.857993 130.176447 
L 125.382063 129.398578 
L 126.906133 132.665221 
L 128.430202 134.299932 
L 129.954272 139.972897 
L 131.478341 141.90729 
L 133.002411 139.740533 
L 134.526481 142.631799 
L 137.57462 135.461097 
L 139.09869 136.496766 
L 140.622759 136.850905 
L 142.146829 137.77032 
L 143.670899 136.191534 
L 145.194968 135.624448 
L 146.719038 136.645027 
L 148.243108 137.946941 
L 149.767177 136.500412 
L 151.291247 139.256848 
L 152.815317 130.633239 
L 154.339386 138.808277 
L 155.863456 134.115906 
L 157.387525 130.637898 
L 158.911595 136.374361 
L 160.435665 129.344933 
L 161.959734 132.622278 
L 163.483804 132.220506 
L 165.007874 140.796034 
L 166.531943 142.176057 
L 168.056013 133.655936 
L 169.580083 130.371099 
L 171.104152 133.17577 
L 172.628222 138.103574 
L 174.152292 139.611731 
L 175.676361 136.458396 
L 177.200431 142.769766 
L 178.724501 143.349761 
L 180.24857 144.619852 
L 181.77264 141.569326 
L 183.29671 141.967677 
L 184.820779 137.768518 
L 186.344849 131.892656 
L 187.868918 136.654115 
L 189.392988 136.178568 
L 190.917058 133.56087 
L 192.441127 134.432532 
L 193.965197 133.894674 
L 195.489267 135.242808 
L 197.013336 134.113702 
L 198.537406 129.178894 
L 200.061476 131.90375 
L 201.585545 132.060668 
L 203.109615 134.467865 
L 204.633685 133.031129 
L 206.157754 133.447906 
L 207.681824 127.216813 
L 209.205894 137.854411 
L 210.729963 141.439405 
L 212.254033 142.291159 
L 213.778102 140.785578 
L 215.302172 133.504804 
L 216.826242 136.692571 
L 218.350311 126.492289 
L 219.874381 137.048161 
L 221.398451 139.197191 
L 222.92252 138.929672 
L 224.44659 137.311489 
L 225.97066 130.564258 
L 227.494729 127.674573 
L 229.018799 132.126463 
L 230.542869 139.672299 
L 232.066938 134.652238 
L 233.591008 134.365956 
L 235.115078 138.785457 
L 236.639147 137.335115 
L 238.163217 141.626588 
L 239.687287 142.91682 
L 241.211356 141.530007 
L 242.735426 142.828728 
L 244.259495 140.148928 
L 245.783565 140.954246 
L 247.307635 138.267075 
L 248.831704 138.539936 
L 250.355774 140.486747 
L 251.879844 137.082578 
L 253.403913 140.535791 
L 254.927983 140.650747 
L 256.452053 142.688447 
L 257.976122 143.996419 
L 259.500192 140.391935 
L 261.024262 140.504662 
L 262.548331 138.989321 
L 264.072401 141.206577 
L 265.596471 136.425102 
L 267.12054 137.607428 
L 268.64461 132.902311 
L 270.168679 134.747054 
L 271.692749 132.949599 
L 273.216819 134.806972 
L 274.740888 137.587316 
L 276.264958 136.73112 
L 277.789028 142.137796 
L 279.313097 145.830412 
L 280.837167 143.538551 
L 282.361237 140.417734 
L 283.885306 130.934276 
L 285.409376 135.255866 
L 286.933446 137.733772 
L 288.457515 137.853718 
L 289.981585 142.582146 
L 291.505655 127.540139 
L 293.029724 137.579252 
L 294.553794 127.827386 
L 296.077863 128.907337 
L 297.601933 135.089429 
L 299.126003 135.558681 
L 300.650072 136.309171 
L 302.174142 133.707019 
L 303.698212 138.23886 
L 305.222281 139.099937 
L 306.746351 136.062289 
L 308.270421 136.404659 
L 309.79449 134.209513 
L 311.31856 136.367949 
L 312.84263 133.732914 
L 315.890769 135.156805 
L 317.414839 136.175606 
L 318.938908 138.359787 
L 320.462978 126.397667 
L 321.987048 130.358095 
L 323.511117 137.326272 
L 325.035187 136.96604 
L 326.559256 136.331371 
L 328.083326 138.385749 
L 329.607396 136.944958 
L 331.131465 138.799457 
L 332.655535 142.169663 
L 334.179605 140.147262 
L 335.703674 139.77659 
L 337.227744 135.602037 
L 338.751814 135.199672 
L 340.275883 136.099622 
L 341.799953 132.048954 
L 343.324023 137.267148 
L 344.848092 136.798191 
L 346.372162 135.451618 
L 347.896232 140.555817 
L 349.420301 142.508059 
L 350.944371 136.389297 
L 352.46844 132.231615 
L 353.99251 132.814282 
L 355.51658 136.771269 
L 357.040649 138.132671 
L 358.564719 140.286924 
L 360.088789 140.413725 
L 361.612858 136.96186 
L 363.136928 143.276514 
L 364.660998 135.89099 
L 366.185067 138.474005 
L 367.709137 135.363278 
L 369.233207 132.977944 
L 370.757276 139.459863 
L 372.281346 137.964648 
L 372.281346 137.964648 
" 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: 0.429 $\bullet$ mean: 0.212 $\bullet$ $\sigma$: 0.085 -->
    <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-32"/>
     <use transform="translate(505.990234 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(569.613281 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(601.400391 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(663.998047 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(695.785156 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(793.197266 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(854.720703 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(916 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(979.378906 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1013.070312 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1044.857422 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1108.480469 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1140.189453 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1203.8125 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1267.435547 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1331.058594 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1362.845703 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1425.443359 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1457.230469 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1520.609375 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1554.300781 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1586.087891 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1649.710938 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1681.498047 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1745.121094 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(1808.744141 0.78125)" xlink:href="#DejaVuSans-35"/>
    </g>
   </g>
   <g id="text_15">
    <!-- 0.37 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 128.843002)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-37"/>
    </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(#p1e93132458)">
    <image height="948" id="image8f47e94602" transform="matrix(4 0 0 0.135021 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
iVBORw0KGgoAAAANSUhEUgAAAAEAAAO0CAYAAABk+lzSAAAABHNCSVQICAgIfAhkiAAAAEVJREFUWIXt17ENABAYBeEXlSmIisZCFrGYWdQ2YQWJ5pdc89XXnmIf20kSAAAAAMAfLN8sZLxQU7CQATdo5sIzAQC8cwDhVA2AIV5PgAAAAABJRU5ErkJggg=="/>
   </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(#p662fb26a92)">
    <image height="128.16" id="image9ab5c5ed81" 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="mfae3555dc5" style="stroke:#262626;"/>
      </defs>
      <g>
       <use style="fill:#262626;stroke:#262626;" x="19.455952" xlink:href="#mfae3555dc5" 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="#mfae3555dc5" 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="#mfae3555dc5" 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="#mfae3555dc5" 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="#mfae3555dc5" 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="#mfae3555dc5" 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="p78b258aa18">
   <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
  </clipPath>
  <clipPath id="pb9993d7547">
   <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
  </clipPath>
  <clipPath id="p71631232b1">
   <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
  </clipPath>
  <clipPath id="p0c9f30736c">
   <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
  </clipPath>
  <clipPath id="p7fc7be9244">
   <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
  </clipPath>
  <clipPath id="p1e93132458">
   <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
  </clipPath>
  <clipPath id="p662fb26a92">
   <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
  </clipPath>
 </defs>
</svg>