highspeed-fmriprep/fmriprep/sub-28/figures/sub-28_ses-01_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(#pd527822c93)" d="M 18.697188 22.683253 
L 372.281346 22.683253 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_2">
    <path clip-path="url(#pd527822c93)" d="M 18.697188 22.493825 
L 20.221257 22.866784 
L 21.745327 23.049097 
L 23.269396 23.073464 
L 26.317536 23.28158 
L 27.841605 23.388269 
L 30.889745 23.087073 
L 32.413814 23.023041 
L 33.937884 23.145895 
L 35.461954 23.12098 
L 41.558232 23.619392 
L 47.654511 23.505333 
L 49.17858 23.684257 
L 53.750789 23.609468 
L 55.274859 23.885497 
L 56.798929 24.020787 
L 61.371138 23.688106 
L 67.467416 23.843146 
L 68.991486 23.947642 
L 75.087764 23.785486 
L 76.611834 23.676701 
L 82.708113 23.761042 
L 84.232182 23.673576 
L 85.756252 23.70404 
L 88.804391 23.482502 
L 91.852531 23.357191 
L 93.3766 23.196965 
L 97.948809 23.335533 
L 102.521018 22.759985 
L 104.045088 23.005803 
L 105.569157 23.395277 
L 111.665436 23.585869 
L 113.189506 23.872996 
L 116.237645 24.145856 
L 117.761715 24.23262 
L 123.857993 25.002094 
L 125.382063 24.976433 
L 131.478341 24.348763 
L 134.526481 23.700465 
L 136.05055 23.231289 
L 137.57462 23.206779 
L 139.09869 23.051345 
L 140.622759 23.121715 
L 142.146829 22.932198 
L 143.670899 23.049196 
L 146.719038 22.878288 
L 148.243108 22.927197 
L 149.767177 22.849513 
L 151.291247 22.928875 
L 152.815317 22.687148 
L 155.863456 22.600789 
L 158.911595 22.52293 
L 160.435665 22.824883 
L 161.959734 22.934753 
L 165.007874 23.662423 
L 168.056013 23.943431 
L 183.29671 23.502975 
L 184.820779 23.349548 
L 186.344849 23.480264 
L 187.868918 23.399532 
L 189.392988 23.480999 
L 192.441127 23.387304 
L 195.489267 23.339788 
L 197.013336 23.427079 
L 204.633685 23.120037 
L 206.157754 22.866039 
L 207.681824 23.058506 
L 213.778102 23.148264 
L 216.826242 23.089792 
L 218.350311 23.126101 
L 219.874381 23.037352 
L 221.398451 23.164867 
L 222.92252 22.940817 
L 224.44659 23.082302 
L 225.97066 22.859898 
L 227.494729 22.474942 
L 232.066938 22.665566 
L 233.591008 22.933437 
L 238.163217 23.382052 
L 241.211356 23.262805 
L 242.735426 23.325653 
L 244.259495 23.184825 
L 245.783565 23.204312 
L 248.831704 23.687777 
L 253.403913 23.916411 
L 254.927983 24.089654 
L 257.976122 24.105632 
L 259.500192 23.875397 
L 261.024262 23.83616 
L 265.596471 24.215919 
L 271.692749 23.780441 
L 273.216819 23.578587 
L 282.361237 23.704961 
L 283.885306 23.499291 
L 285.409376 23.482545 
L 286.933446 23.300299 
L 291.505655 23.203435 
L 293.029724 23.314325 
L 294.553794 23.059186 
L 296.077863 22.933481 
L 297.601933 22.692653 
L 299.126003 22.625364 
L 300.650072 22.800121 
L 303.698212 22.577245 
L 309.79449 23.119291 
L 311.31856 23.067717 
L 312.84263 23.179463 
L 315.890769 22.90725 
L 318.938908 22.589012 
L 320.462978 22.67741 
L 321.987048 23.046169 
L 325.035187 23.280187 
L 326.559256 23.063868 
L 328.083326 23.026287 
L 329.607396 22.855643 
L 331.131465 22.984693 
L 332.655535 23.293566 
L 334.179605 23.338724 
L 335.703674 23.537278 
L 338.751814 23.514523 
L 340.275883 23.381657 
L 341.799953 23.11916 
L 343.324023 23.100912 
L 346.372162 23.52255 
L 349.420301 23.784565 
L 352.46844 24.052347 
L 353.99251 24.103121 
L 355.51658 24.040317 
L 360.088789 23.221375 
L 361.612858 23.206527 
L 364.660998 23.569715 
L 367.709137 23.829328 
L 370.757276 23.834318 
L 372.281346 23.585035 
L 372.281346 23.585035 
" 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: 583.011 $\bullet$ mean: 577.678 $\bullet$ $\sigma$: 2.664 -->
    <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 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 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 40.578125 39.3125 
Q 47.65625 37.796875 51.625 33 
Q 55.609375 28.21875 55.609375 21.1875 
Q 55.609375 10.40625 48.1875 4.484375 
Q 40.765625 -1.421875 27.09375 -1.421875 
Q 22.515625 -1.421875 17.65625 -0.515625 
Q 12.796875 0.390625 7.625 2.203125 
L 7.625 11.71875 
Q 11.71875 9.328125 16.59375 8.109375 
Q 21.484375 6.890625 26.8125 6.890625 
Q 36.078125 6.890625 40.9375 10.546875 
Q 45.796875 14.203125 45.796875 21.1875 
Q 45.796875 27.640625 41.28125 31.265625 
Q 36.765625 34.90625 28.71875 34.90625 
L 20.21875 34.90625 
L 20.21875 43.015625 
L 29.109375 43.015625 
Q 36.375 43.015625 40.234375 45.921875 
Q 44.09375 48.828125 44.09375 54.296875 
Q 44.09375 59.90625 40.109375 62.90625 
Q 36.140625 65.921875 28.71875 65.921875 
Q 24.65625 65.921875 20.015625 65.03125 
Q 15.375 64.15625 9.8125 62.3125 
L 9.8125 71.09375 
Q 15.4375 72.65625 20.34375 73.4375 
Q 25.25 74.21875 29.59375 74.21875 
Q 40.828125 74.21875 47.359375 69.109375 
Q 53.90625 64.015625 53.90625 55.328125 
Q 53.90625 49.265625 50.4375 45.09375 
Q 46.96875 40.921875 40.578125 39.3125 
z
" id="DejaVuSans-33"/>
     <path d="M 10.6875 12.40625 
L 21 12.40625 
L 21 0 
L 10.6875 0 
z
" id="DejaVuSans-2e"/>
     <path d="M 31.78125 66.40625 
Q 24.171875 66.40625 20.328125 58.90625 
Q 16.5 51.421875 16.5 36.375 
Q 16.5 21.390625 20.328125 13.890625 
Q 24.171875 6.390625 31.78125 6.390625 
Q 39.453125 6.390625 43.28125 13.890625 
Q 47.125 21.390625 47.125 36.375 
Q 47.125 51.421875 43.28125 58.90625 
Q 39.453125 66.40625 31.78125 66.40625 
z
M 31.78125 74.21875 
Q 44.046875 74.21875 50.515625 64.515625 
Q 56.984375 54.828125 56.984375 36.375 
Q 56.984375 17.96875 50.515625 8.265625 
Q 44.046875 -1.421875 31.78125 -1.421875 
Q 19.53125 -1.421875 13.0625 8.265625 
Q 6.59375 17.96875 6.59375 36.375 
Q 6.59375 54.828125 13.0625 64.515625 
Q 19.53125 74.21875 31.78125 74.21875 
z
" id="DejaVuSans-30"/>
     <path d="M 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 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 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 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 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 37.796875 64.3125 
L 12.890625 25.390625 
L 37.796875 25.390625 
z
M 35.203125 72.90625 
L 47.609375 72.90625 
L 47.609375 25.390625 
L 58.015625 25.390625 
L 58.015625 17.1875 
L 47.609375 17.1875 
L 47.609375 0 
L 37.796875 0 
L 37.796875 17.1875 
L 4.890625 17.1875 
L 4.890625 26.703125 
z
" id="DejaVuSans-34"/>
    </defs>
    <g style="fill:#f77189;" transform="translate(280.129663 20.767776)scale(0.04 -0.04)">
     <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
     <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-31"/>
     <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-35"/>
     <use transform="translate(1235.632812 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1299.240234 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1362.863281 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.650391 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1458.273438 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1521.896484 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(1585.519531 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1617.306641 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1679.904297 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1711.691406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1775.070312 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1808.761719 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1840.548828 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1904.171875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1935.958984 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1999.582031 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(2063.205078 0.78125)" xlink:href="#DejaVuSans-34"/>
    </g>
   </g>
   <g id="text_3">
    <!-- 581.85 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 23.511065)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-35"/>
     <use x="63.623047" xlink:href="#DejaVuSans-38"/>
     <use x="127.246094" xlink:href="#DejaVuSans-31"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-38"/>
     <use x="286.279297" xlink:href="#DejaVuSans-35"/>
    </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(#p171edf3d1f)" d="M 18.697188 50.279881 
L 372.281346 50.279881 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_4">
    <path clip-path="url(#p171edf3d1f)" d="M 18.697188 50.281159 
L 20.221257 51.195855 
L 21.745327 51.307767 
L 23.269396 51.633347 
L 24.793466 52.18515 
L 26.317536 51.884919 
L 27.841605 52.097253 
L 29.365675 52.190638 
L 30.889745 51.960282 
L 32.413814 51.485806 
L 33.937884 51.930993 
L 35.461954 51.658174 
L 38.510093 51.482438 
L 40.034163 52.332787 
L 43.082302 51.899816 
L 46.130441 52.374137 
L 47.654511 51.807399 
L 49.17858 51.789289 
L 50.70265 52.308124 
L 52.22672 52.355175 
L 53.750789 52.165869 
L 55.274859 52.18664 
L 58.322998 52.725967 
L 59.847068 52.470329 
L 61.371138 51.652144 
L 62.895207 52.152724 
L 64.419277 52.190357 
L 65.943347 51.867235 
L 68.991486 52.433035 
L 70.515556 52.131014 
L 72.039625 52.476262 
L 75.087764 52.232684 
L 76.611834 52.310379 
L 78.135904 51.953923 
L 79.659973 52.011001 
L 81.184043 52.191557 
L 82.708113 52.001177 
L 84.232182 52.400019 
L 87.280322 51.978024 
L 88.804391 52.420907 
L 90.328461 51.693067 
L 91.852531 51.570954 
L 93.3766 51.836823 
L 96.42474 51.609536 
L 97.948809 51.42626 
L 99.472879 51.561662 
L 100.996949 51.495302 
L 102.521018 51.155057 
L 104.045088 51.256486 
L 105.569157 51.63595 
L 107.093227 51.21533 
L 108.617297 51.815326 
L 110.141366 51.693164 
L 116.237645 51.884503 
L 117.761715 52.210325 
L 119.285784 52.145668 
L 120.809854 52.211642 
L 122.333924 52.529682 
L 123.857993 52.693899 
L 125.382063 52.975594 
L 126.906133 52.561575 
L 128.430202 52.713713 
L 131.478341 52.241512 
L 133.002411 52.257579 
L 134.526481 51.93048 
L 136.05055 51.481509 
L 137.57462 51.461231 
L 139.09869 50.858631 
L 140.622759 50.965296 
L 142.146829 50.493279 
L 143.670899 50.820669 
L 145.194968 50.66735 
L 146.719038 50.776745 
L 149.767177 50.762797 
L 151.291247 50.83663 
L 152.815317 50.631566 
L 154.339386 51.003713 
L 155.863456 50.493134 
L 157.387525 50.277965 
L 158.911595 50.252615 
L 160.435665 50.081699 
L 161.959734 50.408296 
L 163.483804 50.973949 
L 165.007874 51.066928 
L 166.531943 51.771973 
L 168.056013 51.516857 
L 171.104152 51.734698 
L 172.628222 51.42836 
L 174.152292 51.560336 
L 175.676361 51.395731 
L 177.200431 51.414451 
L 178.724501 51.62932 
L 180.24857 51.26513 
L 181.77264 51.519306 
L 183.29671 51.400377 
L 184.820779 51.482631 
L 192.441127 51.404307 
L 193.965197 51.07019 
L 195.489267 51.34781 
L 197.013336 51.341857 
L 198.537406 51.130898 
L 200.061476 51.354091 
L 201.585545 51.175984 
L 203.109615 51.219308 
L 206.157754 50.891966 
L 207.681824 50.994121 
L 209.205894 50.430809 
L 210.729963 51.01225 
L 212.254033 50.91086 
L 213.778102 51.159374 
L 215.302172 50.647063 
L 216.826242 50.750311 
L 219.874381 50.413493 
L 221.398451 50.71201 
L 222.92252 50.520303 
L 224.44659 50.597573 
L 225.97066 50.523227 
L 229.018799 50.84721 
L 230.542869 50.284847 
L 233.591008 50.456295 
L 235.115078 50.918894 
L 238.163217 50.86652 
L 239.687287 51.27146 
L 241.211356 51.157226 
L 242.735426 50.886633 
L 244.259495 51.029121 
L 245.783565 51.339379 
L 247.307635 50.988478 
L 248.831704 51.193368 
L 250.355774 51.73344 
L 251.879844 52.00288 
L 253.403913 51.327357 
L 256.452053 52.324685 
L 259.500192 51.412989 
L 261.024262 51.602121 
L 262.548331 51.310109 
L 264.072401 51.394744 
L 265.596471 51.678897 
L 267.12054 51.607435 
L 268.64461 51.931641 
L 270.168679 51.492233 
L 271.692749 51.212175 
L 273.216819 51.323757 
L 274.740888 50.857024 
L 276.264958 50.991343 
L 277.789028 51.357324 
L 280.837167 51.153935 
L 282.361237 51.239867 
L 283.885306 51.11273 
L 285.409376 51.329574 
L 286.933446 51.091339 
L 288.457515 51.104948 
L 289.981585 50.914509 
L 293.029724 50.823157 
L 294.553794 50.663846 
L 296.077863 50.855514 
L 297.601933 50.363684 
L 299.126003 50.496502 
L 300.650072 50.090081 
L 302.174142 49.906892 
L 303.698212 50.25426 
L 305.222281 50.394851 
L 306.746351 49.927093 
L 308.270421 50.657952 
L 309.79449 50.671183 
L 312.84263 50.993724 
L 314.366699 50.818569 
L 315.890769 51.069125 
L 317.414839 50.897542 
L 318.938908 50.217992 
L 320.462978 50.14807 
L 321.987048 50.387485 
L 323.511117 50.924101 
L 325.035187 51.01526 
L 326.559256 50.529044 
L 328.083326 51.091794 
L 329.607396 50.151283 
L 331.131465 50.567151 
L 332.655535 50.652899 
L 334.179605 51.204722 
L 335.703674 51.229646 
L 337.227744 50.884223 
L 338.751814 51.087671 
L 340.275883 50.831452 
L 343.324023 50.46731 
L 344.848092 50.200299 
L 346.372162 50.176159 
L 349.420301 51.014215 
L 350.944371 50.811048 
L 352.46844 51.404888 
L 353.99251 51.539565 
L 355.51658 51.090468 
L 357.040649 51.523981 
L 358.564719 51.499193 
L 361.612858 50.701199 
L 363.136928 51.242558 
L 364.660998 50.86891 
L 366.185067 51.348594 
L 367.709137 51.285475 
L 370.757276 51.617415 
L 372.281346 51.204383 
L 372.281346 51.204383 
" 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: 645.161 $\bullet$ mean: 636.192 $\bullet$ $\sigma$: 4.074 -->
    <defs>
     <path d="M 10.984375 1.515625 
L 10.984375 10.5 
Q 14.703125 8.734375 18.5 7.8125 
Q 22.3125 6.890625 25.984375 6.890625 
Q 35.75 6.890625 40.890625 13.453125 
Q 46.046875 20.015625 46.78125 33.40625 
Q 43.953125 29.203125 39.59375 26.953125 
Q 35.25 24.703125 29.984375 24.703125 
Q 19.046875 24.703125 12.671875 31.3125 
Q 6.296875 37.9375 6.296875 49.421875 
Q 6.296875 60.640625 12.9375 67.421875 
Q 19.578125 74.21875 30.609375 74.21875 
Q 43.265625 74.21875 49.921875 64.515625 
Q 56.59375 54.828125 56.59375 36.375 
Q 56.59375 19.140625 48.40625 8.859375 
Q 40.234375 -1.421875 26.421875 -1.421875 
Q 22.703125 -1.421875 18.890625 -0.6875 
Q 15.09375 0.046875 10.984375 1.515625 
z
M 30.609375 32.421875 
Q 37.25 32.421875 41.125 36.953125 
Q 45.015625 41.5 45.015625 49.421875 
Q 45.015625 57.28125 41.125 61.84375 
Q 37.25 66.40625 30.609375 66.40625 
Q 23.96875 66.40625 20.09375 61.84375 
Q 16.21875 57.28125 16.21875 49.421875 
Q 16.21875 41.5 20.09375 36.953125 
Q 23.96875 32.421875 30.609375 32.421875 
z
" id="DejaVuSans-39"/>
    </defs>
    <g style="fill:#ae9d31;" transform="translate(280.129663 48.443424)scale(0.04 -0.04)">
     <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
     <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-33"/>
     <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-31"/>
     <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1522.005859 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1585.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1617.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1680.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1711.800781 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1775.179688 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1808.871094 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1840.658203 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(1904.28125 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1936.068359 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1999.691406 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(2063.314453 0.78125)" xlink:href="#DejaVuSans-34"/>
    </g>
   </g>
   <g id="text_6">
    <!-- 642.81 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 51.107694)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-36"/>
     <use x="63.623047" xlink:href="#DejaVuSans-34"/>
     <use x="127.246094" xlink:href="#DejaVuSans-32"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-38"/>
     <use x="286.279297" xlink:href="#DejaVuSans-31"/>
    </g>
   </g>
  </g>
  <g id="axes_3">
   <g id="patch_8">
    <path d="M 18.697188 92.898048 
L 372.281346 92.898048 
L 372.281346 67.351296 
L 18.697188 67.351296 
z
" style="fill:#ffffff;"/>
   </g>
   <g id="matplotlib.axis_5">
    <g id="xtick_13"/>
    <g id="xtick_14"/>
    <g id="xtick_15"/>
    <g id="xtick_16"/>
    <g id="xtick_17"/>
    <g id="xtick_18"/>
   </g>
   <g id="matplotlib.axis_6"/>
   <g id="line2d_5">
    <path clip-path="url(#p5b89e76be8)" d="M 18.697188 78.709119 
L 372.281346 78.709119 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_6">
    <path clip-path="url(#p5b89e76be8)" d="M 18.697188 79.188525 
L 24.793466 79.094527 
L 27.841605 79.093909 
L 35.461954 78.818425 
L 38.510093 79.030295 
L 46.130441 79.117508 
L 47.654511 78.997484 
L 53.750789 78.997573 
L 55.274859 79.178959 
L 61.371138 79.211097 
L 64.419277 79.043711 
L 72.039625 79.335876 
L 81.184043 79.168821 
L 90.328461 79.183317 
L 94.90067 79.041935 
L 96.42474 79.02789 
L 97.948809 79.189176 
L 100.996949 78.954601 
L 102.521018 78.934996 
L 107.093227 79.317385 
L 114.713575 79.301907 
L 117.761715 79.421643 
L 122.333924 79.356639 
L 126.906133 79.326785 
L 129.954272 79.551199 
L 133.002411 79.498044 
L 134.526481 79.382599 
L 136.05055 79.086385 
L 137.57462 79.154666 
L 139.09869 78.909378 
L 140.622759 79.117309 
L 142.146829 78.997429 
L 143.670899 79.198752 
L 146.719038 79.203319 
L 148.243108 79.310633 
L 149.767177 79.229842 
L 151.291247 79.361207 
L 152.815317 79.010271 
L 155.863456 79.022672 
L 158.911595 78.632934 
L 160.435665 78.783165 
L 161.959734 78.730661 
L 165.007874 79.071524 
L 169.580083 79.42684 
L 171.104152 79.274524 
L 172.628222 79.332092 
L 174.152292 79.185425 
L 175.676361 79.240499 
L 177.200431 78.971646 
L 178.724501 79.090324 
L 181.77264 79.111848 
L 183.29671 79.179048 
L 184.820779 79.111429 
L 186.344849 79.236152 
L 192.441127 79.205195 
L 195.489267 78.997727 
L 197.013336 79.168269 
L 198.537406 79.038923 
L 201.585545 79.182898 
L 203.109615 79.103287 
L 204.633685 79.148311 
L 206.157754 78.922021 
L 207.681824 79.074536 
L 210.729963 79.06304 
L 213.778102 79.13836 
L 216.826242 79.134653 
L 219.874381 78.961926 
L 221.398451 79.179919 
L 222.92252 78.972341 
L 224.44659 79.190842 
L 227.494729 78.709423 
L 229.018799 78.861585 
L 230.542869 78.740789 
L 232.066938 78.735306 
L 233.591008 78.908562 
L 235.115078 78.910912 
L 236.639147 79.134818 
L 242.735426 79.074845 
L 244.259495 78.796559 
L 247.307635 78.804513 
L 256.452053 79.229776 
L 257.976122 79.261031 
L 259.500192 79.005152 
L 262.548331 78.910581 
L 264.072401 78.88888 
L 268.64461 79.136517 
L 270.168679 79.223895 
L 277.789028 78.995245 
L 280.837167 79.080163 
L 285.409376 79.095366 
L 291.505655 78.881521 
L 293.029724 79.027195 
L 294.553794 78.856565 
L 300.650072 78.974901 
L 302.174142 78.768834 
L 303.698212 78.74315 
L 305.222281 78.892609 
L 311.31856 78.812457 
L 314.366699 79.006553 
L 320.462978 78.67584 
L 329.607396 78.864972 
L 331.131465 78.708662 
L 332.655535 78.796636 
L 334.179605 78.668923 
L 338.751814 79.002295 
L 340.275883 79.016758 
L 347.896232 78.478919 
L 355.51658 79.149889 
L 358.564719 78.828917 
L 361.612858 78.676988 
L 363.136928 78.602396 
L 364.660998 78.763461 
L 366.185067 78.74336 
L 367.709137 78.952361 
L 369.233207 78.960636 
L 370.757276 79.151621 
L 372.281346 79.115224 
L 372.281346 79.115224 
" 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: 615.609 $\bullet$ mean: 612.450 $\bullet$ $\sigma$: 1.097 -->
    <g style="fill:#33b07a;" transform="translate(280.129663 76.119072)scale(0.04 -0.04)">
     <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
     <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-34"/>
     <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1585.644531 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1617.431641 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1680.029297 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1711.816406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1775.195312 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1808.886719 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1840.673828 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1936.083984 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1999.707031 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(2063.330078 0.78125)" xlink:href="#DejaVuSans-37"/>
    </g>
   </g>
   <g id="text_9">
    <!-- 614.34 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 79.536931)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-36"/>
     <use x="63.623047" xlink:href="#DejaVuSans-31"/>
     <use x="127.246094" xlink:href="#DejaVuSans-34"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-33"/>
     <use x="286.279297" xlink:href="#DejaVuSans-34"/>
    </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(#p450d012139)" d="M 18.697188 104.027171 
L 372.281346 104.027171 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_8">
    <path clip-path="url(#p450d012139)" d="M 20.221257 104.210323 
L 21.745327 104.499144 
L 23.269396 99.482458 
L 24.793466 105.856868 
L 26.317536 105.296076 
L 27.841605 103.828469 
L 29.365675 106.395958 
L 30.889745 102.107178 
L 32.413814 107.767005 
L 33.937884 102.789499 
L 35.461954 106.77365 
L 36.986023 102.53983 
L 38.510093 103.721661 
L 40.034163 103.578288 
L 41.558232 104.753171 
L 43.082302 107.406452 
L 44.606372 105.92028 
L 46.130441 106.651635 
L 47.654511 106.553938 
L 49.17858 106.716901 
L 50.70265 102.546378 
L 52.22672 106.601888 
L 53.750789 106.654225 
L 55.274859 107.206302 
L 56.798929 105.300092 
L 58.322998 105.668018 
L 59.847068 104.679449 
L 61.371138 106.831112 
L 62.895207 104.750408 
L 64.419277 107.433048 
L 65.943347 106.901816 
L 68.991486 109.550342 
L 70.515556 108.646173 
L 72.039625 106.249625 
L 73.563695 106.143183 
L 75.087764 109.314909 
L 76.611834 108.572679 
L 78.135904 107.237909 
L 79.659973 105.300065 
L 81.184043 110.113838 
L 82.708113 108.741138 
L 84.232182 108.509748 
L 85.756252 106.3918 
L 87.280322 106.336018 
L 88.804391 107.183237 
L 90.328461 105.537232 
L 91.852531 107.103565 
L 93.3766 104.059604 
L 94.90067 107.929425 
L 96.42474 105.507021 
L 97.948809 106.708072 
L 99.472879 106.628315 
L 100.996949 103.987532 
L 102.521018 105.187615 
L 104.045088 109.214025 
L 105.569157 102.708458 
L 107.093227 105.844651 
L 110.141366 103.697598 
L 111.665436 109.221255 
L 113.189506 111.743838 
L 114.713575 112.300838 
L 116.237645 111.322092 
L 117.761715 109.935356 
L 119.285784 107.12865 
L 120.809854 107.532456 
L 122.333924 108.073566 
L 123.857993 109.502279 
L 125.382063 112.083033 
L 126.906133 115.386116 
L 128.430202 112.024261 
L 129.954272 109.747392 
L 131.478341 111.467601 
L 133.002411 109.55934 
L 134.526481 109.467709 
L 136.05055 108.513167 
L 137.57462 109.005756 
L 140.622759 110.138241 
L 142.146829 108.842025 
L 143.670899 110.19089 
L 145.194968 108.615164 
L 146.719038 107.666318 
L 148.243108 106.989007 
L 149.767177 104.091838 
L 151.291247 105.957525 
L 152.815317 106.951277 
L 154.339386 107.736933 
L 155.863456 104.751749 
L 157.387525 107.495351 
L 158.911595 109.314967 
L 160.435665 105.275234 
L 161.959734 105.382555 
L 163.483804 107.780787 
L 165.007874 107.349075 
L 166.531943 106.409852 
L 168.056013 106.823824 
L 169.580083 109.201296 
L 171.104152 110.829218 
L 172.628222 109.587532 
L 174.152292 109.020705 
L 175.676361 109.779453 
L 177.200431 107.238621 
L 178.724501 109.166699 
L 180.24857 108.350204 
L 181.77264 108.802731 
L 183.29671 107.901892 
L 184.820779 106.037597 
L 186.344849 106.936925 
L 187.868918 112.304626 
L 189.392988 111.859248 
L 190.917058 113.071032 
L 192.441127 112.164871 
L 195.489267 108.776702 
L 197.013336 110.415758 
L 198.537406 113.059501 
L 200.061476 113.047342 
L 201.585545 110.13115 
L 203.109615 110.695071 
L 204.633685 111.043492 
L 206.157754 108.612232 
L 207.681824 111.3238 
L 209.205894 110.480766 
L 210.729963 110.905757 
L 212.254033 109.323654 
L 213.778102 111.926561 
L 215.302172 112.712872 
L 216.826242 111.517517 
L 218.350311 112.560588 
L 219.874381 108.838665 
L 221.398451 110.664687 
L 222.92252 108.384715 
L 224.44659 107.366217 
L 225.97066 108.523472 
L 227.494729 107.465309 
L 229.018799 109.797308 
L 230.542869 111.737942 
L 232.066938 110.200286 
L 233.591008 111.40225 
L 235.115078 109.178373 
L 236.639147 110.192913 
L 238.163217 110.488397 
L 239.687287 105.660503 
L 241.211356 109.217243 
L 242.735426 109.589467 
L 244.259495 106.670457 
L 245.783565 108.423243 
L 247.307635 105.449528 
L 248.831704 109.175012 
L 250.355774 103.589306 
L 251.879844 105.531454 
L 253.403913 108.089656 
L 254.927983 107.446259 
L 256.452053 109.947229 
L 257.976122 107.931105 
L 259.500192 105.661212 
L 261.024262 108.353422 
L 262.548331 106.711263 
L 264.072401 110.402404 
L 265.596471 113.368855 
L 267.12054 113.329017 
L 268.64461 112.189957 
L 270.168679 111.276789 
L 271.692749 110.648115 
L 273.216819 111.722225 
L 274.740888 111.196204 
L 276.264958 112.089099 
L 277.789028 114.524345 
L 279.313097 114.150153 
L 280.837167 112.169627 
L 282.361237 109.5795 
L 283.885306 108.937985 
L 285.409376 111.271633 
L 286.933446 110.671065 
L 288.457515 111.354014 
L 289.981585 111.886183 
L 291.505655 111.808048 
L 293.029724 111.031191 
L 294.553794 106.861866 
L 296.077863 109.252722 
L 297.601933 110.241974 
L 299.126003 111.782108 
L 300.650072 107.501077 
L 302.174142 107.939649 
L 303.698212 108.773002 
L 305.222281 110.273468 
L 306.746351 109.102516 
L 308.270421 110.78827 
L 311.31856 110.435378 
L 312.84263 108.632989 
L 315.890769 109.985842 
L 317.414839 110.496429 
L 318.938908 111.539527 
L 320.462978 110.441869 
L 321.987048 111.706336 
L 323.511117 107.457994 
L 325.035187 109.209782 
L 326.559256 106.885757 
L 329.607396 110.898042 
L 331.131465 110.612778 
L 332.655535 112.513832 
L 334.179605 109.489692 
L 335.703674 111.874907 
L 337.227744 111.761208 
L 338.751814 112.120135 
L 340.275883 110.608847 
L 341.799953 109.388461 
L 343.324023 111.309336 
L 344.848092 109.325191 
L 346.372162 112.683289 
L 347.896232 107.50811 
L 349.420301 110.620097 
L 350.944371 110.942917 
L 352.46844 110.300746 
L 353.99251 108.481387 
L 355.51658 108.403222 
L 357.040649 106.404784 
L 358.564719 109.55527 
L 360.088789 109.199303 
L 361.612858 110.956671 
L 363.136928 113.041873 
L 364.660998 112.630039 
L 366.185067 113.671743 
L 367.709137 113.855806 
L 370.757276 108.99377 
L 372.281346 111.032898 
L 372.281346 111.032898 
" 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: 1.565 $\bullet$ mean: 1.239 $\bullet$ $\sigma$: 0.095 -->
    <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-36"/>
     <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-33"/>
     <use transform="translate(1267.451172 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1331.074219 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1362.861328 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1425.458984 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1457.246094 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1520.625 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1554.316406 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1586.103516 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1649.726562 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1681.513672 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1745.136719 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1808.759766 0.78125)" xlink:href="#DejaVuSans-35"/>
    </g>
   </g>
   <g id="text_12">
    <!-- 1.41 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 104.854984)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-31"/>
    </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(#peb9b6aa401)" d="M 18.697188 129.881581 
L 372.281346 129.881581 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_10">
    <path clip-path="url(#peb9b6aa401)" d="M 20.221257 135.809287 
L 21.745327 141.277955 
L 23.269396 128.894223 
L 24.793466 139.159453 
L 26.317536 138.075573 
L 27.841605 132.984927 
L 29.365675 140.828695 
L 30.889745 129.495278 
L 32.413814 145.490746 
L 33.937884 132.65062 
L 35.461954 140.564643 
L 36.986023 133.064171 
L 38.510093 133.842843 
L 40.034163 141.677373 
L 41.558232 129.584227 
L 43.082302 142.726673 
L 44.606372 134.313277 
L 46.130441 143.682767 
L 47.654511 131.048411 
L 49.17858 145.708373 
L 50.70265 128.743551 
L 52.22672 143.672513 
L 53.750789 135.340692 
L 55.274859 137.901434 
L 56.798929 135.76416 
L 58.322998 137.357097 
L 59.847068 134.837909 
L 61.371138 143.825384 
L 62.895207 138.15415 
L 64.419277 141.246085 
L 65.943347 137.509045 
L 67.467416 136.0079 
L 68.991486 137.474141 
L 70.515556 144.985419 
L 72.039625 142.136568 
L 73.563695 134.419652 
L 75.087764 141.53418 
L 76.611834 142.134388 
L 78.135904 134.853774 
L 79.659973 134.365018 
L 81.184043 137.504235 
L 82.708113 143.642625 
L 84.232182 143.468172 
L 85.756252 138.128235 
L 87.280322 135.895492 
L 88.804391 145.040694 
L 90.328461 136.035788 
L 91.852531 138.32708 
L 93.3766 135.251553 
L 94.90067 144.582231 
L 96.42474 129.741287 
L 97.948809 140.36917 
L 99.472879 137.940811 
L 100.996949 133.337138 
L 102.521018 141.220932 
L 104.045088 136.961423 
L 105.569157 125.466185 
L 107.093227 136.697386 
L 108.617297 132.473634 
L 110.141366 133.370223 
L 111.665436 144.979161 
L 113.189506 139.79087 
L 114.713575 142.967311 
L 116.237645 144.951155 
L 117.761715 145.788225 
L 119.285784 142.336958 
L 120.809854 143.036601 
L 122.333924 139.768579 
L 123.857993 140.889751 
L 125.382063 145.492987 
L 126.906133 144.011666 
L 128.430202 142.963579 
L 129.954272 140.756915 
L 131.478341 142.628828 
L 133.002411 145.127893 
L 134.526481 141.824656 
L 136.05055 136.24642 
L 137.57462 134.857206 
L 139.09869 140.209742 
L 140.622759 135.696241 
L 142.146829 135.249789 
L 143.670899 139.273084 
L 146.719038 142.992964 
L 149.767177 138.286207 
L 151.291247 133.014798 
L 152.815317 131.12152 
L 154.339386 139.144244 
L 155.863456 134.947279 
L 157.387525 133.069449 
L 158.911595 144.912989 
L 160.435665 133.073932 
L 161.959734 131.822285 
L 163.483804 140.283907 
L 165.007874 142.480266 
L 166.531943 141.200805 
L 168.056013 132.406303 
L 169.580083 136.485338 
L 171.104152 142.109661 
L 172.628222 144.536319 
L 174.152292 142.990189 
L 175.676361 137.653181 
L 177.200431 132.803143 
L 178.724501 136.130207 
L 180.24857 141.83721 
L 181.77264 143.916346 
L 183.29671 140.838351 
L 184.820779 133.783976 
L 186.344849 133.326981 
L 187.868918 140.789314 
L 189.392988 140.249526 
L 192.441127 144.871852 
L 193.965197 142.733069 
L 195.489267 139.11812 
L 197.013336 135.874441 
L 198.537406 141.830052 
L 200.061476 144.240479 
L 201.585545 135.217893 
L 203.109615 137.191206 
L 204.633685 139.451716 
L 206.157754 134.765453 
L 207.681824 135.145317 
L 209.205894 143.268622 
L 210.729963 143.231438 
L 213.778102 144.252103 
L 215.302172 141.711277 
L 216.826242 142.220161 
L 218.350311 143.075183 
L 219.874381 140.195869 
L 221.398451 136.006101 
L 222.92252 135.255232 
L 224.44659 129.921741 
L 225.97066 137.068186 
L 227.494729 134.189461 
L 229.018799 134.398485 
L 230.542869 141.173813 
L 232.066938 135.229551 
L 233.591008 131.741219 
L 235.115078 139.522652 
L 236.639147 135.264159 
L 238.163217 140.272849 
L 239.687287 130.257525 
L 241.211356 136.788985 
L 242.735426 140.043519 
L 244.259495 128.22593 
L 245.783565 141.870816 
L 247.307635 130.185332 
L 248.831704 142.693243 
L 250.355774 130.352151 
L 251.879844 138.987893 
L 253.403913 136.594255 
L 254.927983 133.830957 
L 256.452053 140.784906 
L 257.976122 134.148951 
L 259.500192 128.35256 
L 261.024262 144.800952 
L 262.548331 129.832496 
L 264.072401 136.823073 
L 267.12054 141.959069 
L 268.64461 143.365518 
L 271.692749 136.628911 
L 273.216819 142.93576 
L 274.740888 136.025352 
L 276.264958 135.652007 
L 277.789028 143.735633 
L 279.313097 145.256049 
L 280.837167 141.644193 
L 282.361237 137.469089 
L 283.885306 136.51024 
L 285.409376 138.854462 
L 286.933446 138.984457 
L 288.457515 143.266122 
L 289.981585 142.593997 
L 291.505655 140.404599 
L 293.029724 134.410231 
L 294.553794 131.810997 
L 297.601933 143.053788 
L 299.126003 142.240226 
L 300.650072 128.216885 
L 302.174142 133.120041 
L 303.698212 134.780608 
L 305.222281 133.228599 
L 306.746351 140.189035 
L 308.270421 136.715323 
L 309.79449 137.390888 
L 311.31856 134.256319 
L 312.84263 131.770398 
L 314.366699 141.953675 
L 315.890769 141.662307 
L 317.414839 137.636827 
L 318.938908 142.154432 
L 320.462978 139.439749 
L 321.987048 139.562015 
L 323.511117 136.513955 
L 325.035187 130.127368 
L 326.559256 132.645447 
L 328.083326 139.941808 
L 329.607396 142.000614 
L 332.655535 132.961491 
L 334.179605 132.780442 
L 335.703674 128.132353 
L 337.227744 139.009361 
L 338.751814 143.251518 
L 340.275883 136.884694 
L 341.799953 131.812995 
L 343.324023 143.604718 
L 344.848092 130.556564 
L 346.372162 139.581185 
L 347.896232 134.857375 
L 349.420301 136.749497 
L 350.944371 139.703001 
L 352.46844 133.7698 
L 353.99251 132.522744 
L 355.51658 139.722095 
L 357.040649 124.927365 
L 358.564719 144.192179 
L 360.088789 132.910995 
L 361.612858 137.024164 
L 363.136928 139.459671 
L 364.660998 141.535226 
L 366.185067 141.731612 
L 367.709137 136.200484 
L 369.233207 136.094874 
L 370.757276 133.18874 
L 372.281346 143.229777 
L 372.281346 143.229777 
" 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: 0.411 $\bullet$ mean: 0.169 $\bullet$ $\sigma$: 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-31"/>
     <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-31"/>
     <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-36"/>
     <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-39"/>
     <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-38"/>
     <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-35"/>
    </g>
   </g>
   <g id="text_15">
    <!-- 0.32 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 130.709393)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-32"/>
    </g>
   </g>
  </g>
  <g id="axes_6">
   <g id="patch_17">
    <path d="M 15.161346 278.112 
L 18.697188 278.112 
L 18.697188 150.37824 
L 15.161346 150.37824 
z
" style="fill:#ffffff;"/>
   </g>
   <g clip-path="url(#p400cbb9b66)">
    <image height="946" id="image8bb110f715" transform="matrix(4 0 0 0.135307 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
iVBORw0KGgoAAAANSUhEUgAAAAEAAAOyCAYAAACyo7/PAAAABHNCSVQICAgIfAhkiAAAAEVJREFUWIXt17ENABAYBeEXlSmIisZCFrGYWdQ2oTSASP7imq++9hT72E6SAAAAAACMsnyzkHGpKVjIgN9o5sIuAQA8cQCTUg18IzTLVQAAAABJRU5ErkJggg=="/>
   </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(#pf7dd4d6ba8)">
    <image height="128.16" id="imagea220b6a307" 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="mfc2465a5a8" style="stroke:#262626;"/>
      </defs>
      <g>
       <use style="fill:#262626;stroke:#262626;" x="19.455952" xlink:href="#mfc2465a5a8" 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="#mfc2465a5a8" 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="#mfc2465a5a8" 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="#mfc2465a5a8" 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="#mfc2465a5a8" 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="#mfc2465a5a8" 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="pd527822c93">
   <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
  </clipPath>
  <clipPath id="p171edf3d1f">
   <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
  </clipPath>
  <clipPath id="p5b89e76be8">
   <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
  </clipPath>
  <clipPath id="p450d012139">
   <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
  </clipPath>
  <clipPath id="peb9b6aa401">
   <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
  </clipPath>
  <clipPath id="p400cbb9b66">
   <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
  </clipPath>
  <clipPath id="pf7dd4d6ba8">
   <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
  </clipPath>
 </defs>
</svg>