Sherlock/fmriprep/sub-15/figures/sub-15_task-conditionalstopsignal_run-3_desc-carpetplot_bold.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 0 387.224502 309.883863" width="387.224502pt" 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 387.224502 309.883863 
L 387.224502 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(#p0f9933765c)" d="M 18.697188 16.90246 
L 372.281346 16.90246 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_2">
    <path clip-path="url(#p0f9933765c)" d="M 18.697188 13.93536 
L 20.717668 19.593016 
L 22.738149 21.817904 
L 24.75863 23.713615 
L 26.779111 24.040335 
L 28.799592 23.533674 
L 30.820073 21.422278 
L 34.861035 25.138039 
L 36.881516 23.519303 
L 38.901997 21.546947 
L 40.922477 17.687233 
L 42.942958 18.209493 
L 44.963439 20.945464 
L 46.98392 20.649328 
L 49.004401 21.101454 
L 51.024882 20.013453 
L 53.045363 19.088566 
L 55.065844 17.894319 
L 57.086325 18.597995 
L 59.106806 20.938954 
L 61.127287 20.864521 
L 63.147767 23.415514 
L 69.20921 22.033956 
L 71.229691 18.893885 
L 73.250172 19.520548 
L 75.270653 20.53731 
L 77.291134 21.349073 
L 79.311615 21.415154 
L 81.332096 19.948231 
L 83.352576 16.847587 
L 85.373057 19.26605 
L 87.393538 18.756687 
L 89.414019 17.98865 
L 91.4345 20.501076 
L 93.454981 19.651727 
L 95.475462 22.022902 
L 97.495943 23.338256 
L 99.516424 22.068593 
L 101.536905 20.326661 
L 103.557386 22.194982 
L 105.577866 23.195285 
L 107.598347 23.809543 
L 109.618828 23.925123 
L 111.639309 22.268187 
L 113.65979 22.203703 
L 115.680271 21.154761 
L 117.700752 19.400669 
L 119.721233 20.188113 
L 121.741714 20.823251 
L 123.762195 21.044094 
L 125.782675 19.42462 
L 127.803156 15.894205 
L 129.823637 18.54002 
L 131.844118 18.329126 
L 133.864599 18.589642 
L 135.88508 20.263528 
L 137.905561 20.203589 
L 141.946523 18.926311 
L 143.967004 16.031157 
L 148.007965 16.486476 
L 150.028446 19.603333 
L 152.048927 21.223298 
L 154.069408 18.417439 
L 156.089889 18.46657 
L 158.11037 18.639756 
L 160.130851 16.897947 
L 162.151332 15.911032 
L 164.171813 19.225763 
L 166.192294 20.728674 
L 168.212774 17.787582 
L 170.233255 17.123088 
L 172.253736 16.903965 
L 174.274217 18.414982 
L 176.294698 21.102191 
L 178.315179 18.668006 
L 180.33566 19.945529 
L 182.356141 20.747344 
L 184.376622 19.155998 
L 186.397103 19.880799 
L 188.417584 18.925083 
L 190.438064 19.373156 
L 192.458545 20.82497 
L 194.479026 19.097409 
L 196.499507 18.360202 
L 198.519988 19.042874 
L 200.540469 20.014681 
L 202.56095 18.263905 
L 204.581431 17.026915 
L 206.601912 20.214152 
L 208.622393 18.467184 
L 210.642873 19.753674 
L 212.663354 19.76657 
L 214.683835 17.829343 
L 216.704316 18.723769 
L 218.724797 18.485117 
L 220.745278 19.424989 
L 222.765759 20.54603 
L 226.806721 19.882151 
L 228.827202 20.963888 
L 230.847683 19.330289 
L 232.868163 19.552606 
L 234.888644 22.522685 
L 236.909125 20.923478 
L 238.929606 20.752994 
L 240.950087 19.702086 
L 242.970568 22.75581 
L 244.991049 21.092856 
L 247.01153 19.699753 
L 249.032011 19.654061 
L 251.052492 18.01297 
L 253.072973 18.520859 
L 255.093453 20.963028 
L 257.113934 20.839832 
L 261.154896 17.928219 
L 263.175377 20.28748 
L 265.195858 18.856054 
L 267.216339 19.41332 
L 269.23682 20.67377 
L 271.257301 18.843403 
L 273.277782 17.604447 
L 275.298262 20.305412 
L 277.318743 19.836582 
L 279.339224 19.957935 
L 281.359705 19.839652 
L 283.380186 19.407424 
L 285.400667 21.761158 
L 289.441629 20.862433 
L 291.46211 18.087403 
L 293.482591 18.580185 
L 295.503072 17.960891 
L 299.544033 20.862678 
L 301.564514 21.7856 
L 303.584995 19.988396 
L 305.605476 20.375915 
L 307.625957 18.720699 
L 309.646438 19.996502 
L 311.666919 19.812999 
L 313.6874 19.992204 
L 315.707881 18.601557 
L 317.728361 17.772352 
L 319.748842 19.032802 
L 321.769323 19.97292 
L 323.789804 18.465341 
L 325.810285 20.58902 
L 327.830766 20.340295 
L 329.851247 16.780524 
L 331.871728 18.293015 
L 333.892209 17.731573 
L 335.91269 17.734275 
L 337.933171 19.168526 
L 339.953651 18.412403 
L 341.974132 18.422598 
L 343.994613 18.271398 
L 346.015094 19.014747 
L 350.056056 17.461354 
L 352.076537 20.971503 
L 354.097018 18.212195 
L 356.117499 17.593024 
L 358.13798 20.701406 
L 360.15846 25.461934 
L 362.178941 29.723047 
L 364.199422 33.165273 
L 366.219903 33.28896 
L 368.240384 32.352159 
L 370.260865 29.501099 
L 372.281346 27.51032 
L 372.281346 27.51032 
" 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: 582.084 $\bullet$ mean: 578.978 $\bullet$ $\sigma$: 1.373 -->
    <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 19.1875 8.296875 
L 53.609375 8.296875 
L 53.609375 0 
L 7.328125 0 
L 7.328125 8.296875 
Q 12.9375 14.109375 22.625 23.890625 
Q 32.328125 33.6875 34.8125 36.53125 
Q 39.546875 41.84375 41.421875 45.53125 
Q 43.3125 49.21875 43.3125 52.78125 
Q 43.3125 58.59375 39.234375 62.25 
Q 35.15625 65.921875 28.609375 65.921875 
Q 23.96875 65.921875 18.8125 64.3125 
Q 13.671875 62.703125 7.8125 59.421875 
L 7.8125 69.390625 
Q 13.765625 71.78125 18.9375 73 
Q 24.125 74.21875 28.421875 74.21875 
Q 39.75 74.21875 46.484375 68.546875 
Q 53.21875 62.890625 53.21875 53.421875 
Q 53.21875 48.921875 51.53125 44.890625 
Q 49.859375 40.875 45.40625 35.40625 
Q 44.1875 33.984375 37.640625 27.21875 
Q 31.109375 20.453125 19.1875 8.296875 
z
" id="DejaVuSans-32"/>
     <path d="M 10.6875 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 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 16.796875 31.34375 
Q 16.796875 37.40625 21.015625 41.578125 
Q 25.25 45.75 31.390625 45.75 
Q 37.453125 45.75 41.625 41.578125 
Q 45.796875 37.40625 45.796875 31.34375 
Q 45.796875 25.25 41.59375 21.046875 
Q 37.40625 16.84375 31.296875 16.84375 
Q 25.203125 16.84375 21 21.046875 
Q 16.796875 25.25 16.796875 31.34375 
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 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 12.40625 8.296875 
L 28.515625 8.296875 
L 28.515625 63.921875 
L 10.984375 60.40625 
L 10.984375 69.390625 
L 28.421875 72.90625 
L 38.28125 72.90625 
L 38.28125 8.296875 
L 54.390625 8.296875 
L 54.390625 0 
L 12.40625 0 
z
" id="DejaVuSans-31"/>
     <path d="M 40.578125 39.3125 
Q 47.65625 37.796875 51.625 33 
Q 55.609375 28.21875 55.609375 21.1875 
Q 55.609375 10.40625 48.1875 4.484375 
Q 40.765625 -1.421875 27.09375 -1.421875 
Q 22.515625 -1.421875 17.65625 -0.515625 
Q 12.796875 0.390625 7.625 2.203125 
L 7.625 11.71875 
Q 11.71875 9.328125 16.59375 8.109375 
Q 21.484375 6.890625 26.8125 6.890625 
Q 36.078125 6.890625 40.9375 10.546875 
Q 45.796875 14.203125 45.796875 21.1875 
Q 45.796875 27.640625 41.28125 31.265625 
Q 36.765625 34.90625 28.71875 34.90625 
L 20.21875 34.90625 
L 20.21875 43.015625 
L 29.109375 43.015625 
Q 36.375 43.015625 40.234375 45.921875 
Q 44.09375 48.828125 44.09375 54.296875 
Q 44.09375 59.90625 40.109375 62.90625 
Q 36.140625 65.921875 28.71875 65.921875 
Q 24.65625 65.921875 20.015625 65.03125 
Q 15.375 64.15625 9.8125 62.3125 
L 9.8125 71.09375 
Q 15.4375 72.65625 20.34375 73.4375 
Q 25.25 74.21875 29.59375 74.21875 
Q 40.828125 74.21875 47.359375 69.109375 
Q 53.90625 64.015625 53.90625 55.328125 
Q 53.90625 49.265625 50.4375 45.09375 
Q 46.96875 40.921875 40.578125 39.3125 
z
" id="DejaVuSans-33"/>
    </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-32"/>
     <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-38"/>
     <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-34"/>
     <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(1299.255859 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(1362.878906 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.666016 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1458.289062 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1521.912109 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(1585.535156 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1617.322266 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1679.919922 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1711.707031 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1775.085938 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1808.777344 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1840.564453 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1904.1875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1935.974609 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(1999.597656 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(2063.220703 0.78125)" xlink:href="#DejaVuSans-33"/>
    </g>
   </g>
   <g id="text_3">
    <!-- 580.61 -->
    <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:#d3d3d3;" transform="translate(7.2 17.730273)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-30"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-36"/>
     <use x="286.279297" xlink:href="#DejaVuSans-31"/>
    </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(#pbc761ef51c)" d="M 18.697188 46.901323 
L 372.281346 46.901323 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_4">
    <path clip-path="url(#pbc761ef51c)" d="M 18.697188 41.611008 
L 20.717668 47.642975 
L 22.738149 48.912991 
L 24.75863 54.921829 
L 26.779111 53.102798 
L 28.799592 53.856293 
L 30.820073 50.901949 
L 32.840554 53.632975 
L 34.861035 53.754694 
L 36.881516 55.860632 
L 38.901997 55.869995 
L 40.922477 51.571678 
L 42.942958 51.874915 
L 44.963439 54.560966 
L 49.004401 55.463041 
L 51.024882 53.267765 
L 53.045363 52.09578 
L 55.065844 53.660507 
L 57.086325 49.307517 
L 59.106806 50.506699 
L 61.127287 56.301471 
L 63.147767 50.827435 
L 65.168248 53.917486 
L 67.188729 58.313389 
L 69.20921 48.336724 
L 71.229691 55.472293 
L 73.250172 51.170019 
L 75.270653 49.519911 
L 77.291134 56.196528 
L 79.311615 51.907184 
L 81.332096 52.452408 
L 83.352576 50.05332 
L 85.373057 51.690331 
L 87.393538 51.468964 
L 89.414019 50.755764 
L 91.4345 58.952633 
L 93.454981 52.993453 
L 95.475462 52.841416 
L 97.495943 53.415956 
L 99.516424 54.298859 
L 101.536905 52.782229 
L 103.557386 51.853681 
L 105.577866 55.791747 
L 107.598347 54.033353 
L 109.618828 54.525688 
L 111.639309 56.975213 
L 113.65979 53.583708 
L 115.680271 52.522129 
L 117.700752 54.080669 
L 119.721233 48.959862 
L 121.741714 49.743507 
L 123.762195 53.558072 
L 125.782675 51.765625 
L 129.823637 49.673452 
L 131.844118 49.241475 
L 133.864599 50.679579 
L 135.88508 51.235504 
L 137.905561 52.404925 
L 139.926042 56.815485 
L 141.946523 53.320766 
L 143.967004 51.13162 
L 145.987485 51.710673 
L 148.007965 49.362524 
L 150.028446 51.655164 
L 152.048927 57.179748 
L 154.069408 52.816671 
L 156.089889 52.592183 
L 158.11037 53.4441 
L 160.130851 49.862104 
L 162.151332 49.098133 
L 164.171813 50.44662 
L 166.192294 53.788244 
L 168.212774 51.102918 
L 170.233255 51.652155 
L 172.253736 47.291474 
L 176.294698 53.537061 
L 178.315179 48.329089 
L 180.33566 54.258398 
L 182.356141 52.417353 
L 184.376622 49.555022 
L 186.397103 54.392489 
L 188.417584 50.173088 
L 190.438064 48.24198 
L 192.458545 51.670323 
L 194.479026 50.141154 
L 196.499507 54.440251 
L 198.519988 47.963878 
L 200.540469 54.55177 
L 202.56095 48.308803 
L 204.581431 48.095796 
L 206.601912 53.215209 
L 208.622393 49.494943 
L 210.642873 54.809251 
L 212.663354 53.647187 
L 214.683835 49.095012 
L 216.704316 46.81597 
L 218.724797 42.57907 
L 220.745278 45.777631 
L 222.765759 50.35143 
L 224.78624 51.466011 
L 226.806721 50.238629 
L 228.827202 56.235373 
L 230.847683 53.549935 
L 232.868163 49.126723 
L 234.888644 51.930981 
L 236.909125 50.420314 
L 238.929606 52.366637 
L 240.950087 49.480118 
L 242.970568 56.454789 
L 244.991049 49.805091 
L 247.01153 51.244309 
L 249.032011 53.826365 
L 251.052492 49.884453 
L 253.072973 49.696135 
L 255.093453 50.604731 
L 257.113934 54.051633 
L 259.134415 50.235786 
L 261.154896 47.610817 
L 263.175377 52.857969 
L 265.195858 48.453315 
L 267.216339 51.991617 
L 269.23682 51.57792 
L 271.257301 51.621279 
L 273.277782 48.029475 
L 275.298262 47.66393 
L 277.318743 46.621968 
L 279.339224 51.958903 
L 281.359705 49.846778 
L 283.380186 49.160496 
L 285.400667 52.62239 
L 287.421148 53.515214 
L 289.441629 51.275352 
L 291.46211 49.312923 
L 293.482591 50.577088 
L 295.503072 45.914062 
L 297.523552 49.504195 
L 299.544033 49.46808 
L 301.564514 54.602096 
L 303.584995 52.329965 
L 305.605476 49.80693 
L 307.625957 51.922956 
L 309.646438 48.760398 
L 311.666919 47.805879 
L 313.6874 50.882554 
L 315.707881 50.957402 
L 317.728361 52.94909 
L 319.748842 51.104144 
L 323.789804 49.293974 
L 325.810285 55.519832 
L 327.830766 49.965654 
L 329.851247 50.006728 
L 331.871728 53.181882 
L 333.892209 48.066592 
L 335.91269 46.929775 
L 337.933171 48.54845 
L 339.953651 46.732205 
L 341.974132 52.756146 
L 343.994613 51.797503 
L 346.015094 53.233768 
L 350.056056 46.618289 
L 352.076537 50.122929 
L 354.097018 58.045264 
L 356.117499 43.093029 
L 358.13798 50.462615 
L 360.15846 48.397639 
L 362.178941 50.707333 
L 364.199422 60.964608 
L 366.219903 57.052011 
L 368.240384 59.653238 
L 370.260865 55.913577 
L 372.281346 57.450661 
L 372.281346 57.450661 
" 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: 712.181 $\bullet$ mean: 701.226 $\bullet$ $\sigma$: 3.373 -->
    <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-37"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-38"/>
     <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-37"/>
     <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.697266 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1458.320312 0.78125)" xlink:href="#DejaVuSans-32"/>
     <use transform="translate(1521.943359 0.78125)" xlink:href="#DejaVuSans-36"/>
     <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-33"/>
     <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-37"/>
     <use transform="translate(2063.251953 0.78125)" xlink:href="#DejaVuSans-33"/>
    </g>
   </g>
   <g id="text_6">
    <!-- 706.39 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 47.729136)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-37"/>
     <use x="63.623047" xlink:href="#DejaVuSans-30"/>
     <use x="127.246094" xlink:href="#DejaVuSans-36"/>
     <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
     <use x="222.65625" xlink:href="#DejaVuSans-33"/>
     <use x="286.279297" xlink:href="#DejaVuSans-39"/>
    </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(#p46d38513b1)" d="M 18.697188 71.728779 
L 372.281346 71.728779 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_6">
    <path clip-path="url(#p46d38513b1)" d="M 18.697188 79.827276 
L 20.717668 82.287467 
L 22.738149 85.759463 
L 24.75863 86.878447 
L 26.779111 88.34994 
L 28.799592 86.05912 
L 30.820073 85.151298 
L 32.840554 83.778626 
L 34.861035 88.640256 
L 36.881516 83.995687 
L 38.901997 82.584175 
L 40.922477 81.496656 
L 42.942958 81.352358 
L 44.963439 80.895866 
L 46.98392 81.750345 
L 49.004401 80.818432 
L 51.024882 78.909867 
L 53.045363 76.04284 
L 55.065844 76.904447 
L 57.086325 76.549726 
L 59.106806 79.064243 
L 61.127287 77.558335 
L 63.147767 81.087608 
L 65.168248 81.201178 
L 67.188729 82.032303 
L 69.20921 79.492712 
L 71.229691 75.853802 
L 73.250172 76.489253 
L 75.270653 79.391924 
L 77.291134 76.136498 
L 79.311615 78.576531 
L 81.332096 78.645362 
L 83.352576 76.828242 
L 85.373057 77.347911 
L 87.393538 76.886994 
L 89.414019 76.607494 
L 91.4345 76.616098 
L 95.475462 75.448933 
L 97.495943 79.829243 
L 99.516424 78.773189 
L 101.536905 75.729662 
L 103.557386 77.098401 
L 105.577866 76.652479 
L 107.598347 81.662095 
L 109.618828 81.402998 
L 111.639309 81.756982 
L 113.65979 80.97625 
L 115.680271 78.437888 
L 117.700752 74.132554 
L 119.721233 76.315948 
L 121.741714 79.284992 
L 123.762195 78.437888 
L 125.782675 82.222324 
L 127.803156 74.534719 
L 129.823637 76.03989 
L 131.844118 76.939354 
L 133.864599 76.915509 
L 135.88508 82.432011 
L 137.905561 78.244671 
L 139.926042 78.255487 
L 141.946523 77.585621 
L 143.967004 70.71513 
L 145.987485 71.111642 
L 148.007965 72.801425 
L 150.028446 75.269728 
L 152.048927 79.431748 
L 154.069408 77.439603 
L 156.089889 76.748104 
L 158.11037 75.895838 
L 160.130851 75.648541 
L 162.151332 74.989245 
L 164.171813 75.80218 
L 166.192294 76.448201 
L 168.212774 74.631573 
L 170.233255 76.871753 
L 172.253736 71.978657 
L 174.274217 73.37542 
L 176.294698 75.657882 
L 178.315179 77.109709 
L 180.33566 79.333419 
L 182.356141 78.671173 
L 184.376622 77.035471 
L 186.397103 76.895352 
L 188.417584 75.427792 
L 190.438064 74.992686 
L 192.458545 75.807588 
L 194.479026 75.271941 
L 196.499507 74.435407 
L 198.519988 71.714398 
L 200.540469 74.457039 
L 202.56095 72.155895 
L 204.581431 73.748333 
L 206.601912 76.939846 
L 208.622393 75.523417 
L 210.642873 79.386762 
L 212.663354 77.351107 
L 214.683835 73.573062 
L 216.704316 71.951371 
L 218.724797 74.79947 
L 220.745278 73.964411 
L 222.765759 75.527842 
L 224.78624 78.080708 
L 226.806721 76.038415 
L 228.827202 79.930767 
L 230.847683 78.687889 
L 232.868163 78.504014 
L 234.888644 78.655686 
L 236.909125 77.801945 
L 238.929606 77.206071 
L 240.950087 76.799481 
L 242.970568 78.789905 
L 244.991049 77.242453 
L 247.01153 77.132325 
L 249.032011 74.54234 
L 251.052492 74.705811 
L 253.072973 74.445731 
L 255.093453 73.016766 
L 257.113934 75.070366 
L 259.134415 75.213926 
L 261.154896 74.734819 
L 263.175377 76.094217 
L 265.195858 74.698683 
L 267.216339 73.744154 
L 269.23682 74.78767 
L 271.257301 74.703845 
L 273.277782 71.341732 
L 277.318743 75.363878 
L 279.339224 72.910816 
L 281.359705 74.698437 
L 283.380186 73.140414 
L 285.400667 75.535462 
L 287.421148 76.03399 
L 289.441629 73.251526 
L 291.46211 73.056589 
L 293.482591 69.286656 
L 295.503072 71.387454 
L 297.523552 70.537646 
L 301.564514 77.169198 
L 303.584995 75.342492 
L 305.605476 74.360431 
L 307.625957 74.067411 
L 309.646438 77.563251 
L 311.666919 75.321597 
L 313.6874 76.361671 
L 315.707881 74.506941 
L 317.728361 69.795017 
L 319.748842 72.284706 
L 321.769323 73.250051 
L 323.789804 70.23848 
L 325.810285 75.72917 
L 327.830766 76.747858 
L 329.851247 71.733572 
L 331.871728 72.940806 
L 333.892209 72.152946 
L 335.91269 72.017743 
L 337.933171 72.529546 
L 339.953651 75.392639 
L 341.974132 73.637959 
L 343.994613 74.473263 
L 346.015094 74.28693 
L 348.035575 72.209239 
L 350.056056 72.630087 
L 352.076537 83.521987 
L 354.097018 76.464917 
L 356.117499 72.926795 
L 358.13798 74.509399 
L 362.178941 79.656675 
L 364.199422 80.658402 
L 366.219903 84.414077 
L 368.240384 82.60212 
L 370.260865 79.763608 
L 372.281346 78.362666 
L 372.281346 78.362666 
" 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: 659.697 $\bullet$ mean: 657.834 $\bullet$ $\sigma$: 0.897 -->
    <g style="fill:#33b07a;" transform="translate(280.129663 76.119072)scale(0.04 -0.04)">
     <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
     <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(410.517578 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(474.140625 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(505.927734 0.78125)" xlink:href="#DejaVuSans-36"/>
     <use transform="translate(569.550781 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(633.173828 0.78125)" xlink:href="#DejaVuSans-37"/>
     <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-36"/>
     <use transform="translate(1235.664062 0.78125)" xlink:href="#DejaVuSans-35"/>
     <use transform="translate(1299.177734 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1362.800781 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1394.556641 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(1458.179688 0.78125)" xlink:href="#DejaVuSans-33"/>
     <use transform="translate(1521.802734 0.78125)" xlink:href="#DejaVuSans-34"/>
     <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(1935.833984 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(1999.457031 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(2063.080078 0.78125)" xlink:href="#DejaVuSans-37"/>
    </g>
   </g>
   <g id="text_9">
    <!-- 659.09 -->
    <g style="fill:#d3d3d3;" transform="translate(7.2 72.556591)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-36"/>
     <use x="63.623047" xlink:href="#DejaVuSans-35"/>
     <use x="127.246094" xlink:href="#DejaVuSans-39"/>
     <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(#pe96831d40b)" d="M 18.697188 110.410945 
L 372.281346 110.410945 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_8">
    <path clip-path="url(#pe96831d40b)" d="M 20.717668 111.195865 
L 22.738149 112.592388 
L 24.75863 114.66151 
L 26.779111 113.191779 
L 28.799592 114.596534 
L 30.820073 113.598576 
L 32.840554 115.037236 
L 34.861035 114.594 
L 36.881516 114.275266 
L 38.901997 113.268375 
L 40.922477 114.852574 
L 42.942958 114.149557 
L 44.963439 113.858279 
L 46.98392 111.700842 
L 49.004401 111.982205 
L 51.024882 113.810446 
L 53.045363 113.190046 
L 55.065844 112.714785 
L 59.106806 111.984889 
L 61.127287 111.027113 
L 63.147767 111.014239 
L 65.168248 113.306649 
L 67.188729 114.695667 
L 69.20921 112.580468 
L 71.229691 110.954006 
L 73.250172 112.659897 
L 75.270653 114.012252 
L 77.291134 112.149952 
L 79.311615 111.745162 
L 81.332096 112.629405 
L 83.352576 110.564525 
L 85.373057 108.809391 
L 87.393538 113.763062 
L 89.414019 111.345946 
L 91.4345 111.170241 
L 93.454981 112.145838 
L 95.475462 112.110475 
L 97.495943 110.933527 
L 99.516424 113.43354 
L 101.536905 112.031345 
L 103.557386 110.838935 
L 105.577866 111.116457 
L 107.598347 110.56179 
L 111.639309 115.728208 
L 115.680271 116.315904 
L 117.700752 115.270288 
L 119.721233 115.57371 
L 121.741714 114.126616 
L 125.782675 115.339681 
L 127.803156 113.623046 
L 131.844118 113.917735 
L 133.864599 113.690104 
L 135.88508 114.654031 
L 137.905561 115.068106 
L 139.926042 113.876074 
L 141.946523 113.970965 
L 143.967004 113.8957 
L 145.987485 114.154601 
L 148.007965 112.098328 
L 150.028446 111.382613 
L 152.048927 111.098791 
L 154.069408 112.862909 
L 156.089889 112.718351 
L 158.11037 111.530683 
L 160.130851 113.379454 
L 162.151332 111.694442 
L 164.171813 112.951125 
L 166.192294 112.966182 
L 168.212774 112.260029 
L 170.233255 113.893292 
L 172.253736 112.108869 
L 174.274217 110.734985 
L 176.294698 112.178212 
L 178.315179 112.222207 
L 182.356141 113.895649 
L 184.376622 113.898836 
L 186.397103 113.180536 
L 188.417584 114.50483 
L 190.438064 113.322182 
L 192.458545 113.344369 
L 194.479026 114.766365 
L 196.499507 111.644174 
L 198.519988 113.104894 
L 200.540469 113.877103 
L 202.56095 111.204724 
L 204.581431 111.674765 
L 206.601912 113.194014 
L 208.622393 111.716127 
L 210.642873 113.520448 
L 212.663354 114.413074 
L 214.683835 113.616296 
L 216.704316 113.080224 
L 218.724797 113.153205 
L 220.745278 114.067839 
L 222.765759 112.744451 
L 224.78624 114.00216 
L 226.806721 112.210613 
L 230.847683 112.795348 
L 232.868163 113.816166 
L 234.888644 114.057449 
L 236.909125 113.493546 
L 238.929606 114.119289 
L 240.950087 113.100475 
L 242.970568 112.656511 
L 244.991049 111.548954 
L 247.01153 112.622404 
L 249.032011 112.636735 
L 251.052492 113.839532 
L 253.072973 113.198205 
L 255.093453 113.457833 
L 257.113934 114.348123 
L 259.134415 111.167105 
L 261.154896 112.515364 
L 263.175377 111.36098 
L 265.195858 113.061651 
L 267.216339 113.765396 
L 269.23682 112.275515 
L 271.257301 112.810205 
L 275.298262 111.885331 
L 277.318743 113.188769 
L 279.339224 112.341618 
L 281.359705 112.008105 
L 283.380186 112.057823 
L 285.400667 114.773417 
L 287.421148 109.637242 
L 289.441629 111.230097 
L 291.46211 111.354828 
L 293.482591 113.75744 
L 297.523552 112.04161 
L 299.544033 113.636273 
L 301.564514 113.271965 
L 303.584995 111.922498 
L 305.605476 112.240502 
L 307.625957 109.790308 
L 309.646438 114.246982 
L 311.666919 112.050995 
L 313.6874 113.267396 
L 315.707881 115.43382 
L 317.728361 112.429658 
L 319.748842 110.058971 
L 321.769323 113.30494 
L 323.789804 112.673375 
L 325.810285 109.65107 
L 327.830766 110.861598 
L 331.871728 112.910442 
L 333.892209 113.073019 
L 335.91269 112.489012 
L 337.933171 112.841401 
L 339.953651 114.940664 
L 341.974132 112.343901 
L 343.994613 111.943982 
L 346.015094 114.760091 
L 348.035575 109.308596 
L 350.056056 111.664904 
L 352.076537 101.00109 
L 354.097018 96.962304 
L 358.13798 111.602788 
L 360.15846 115.287278 
L 362.178941 113.798072 
L 366.219903 115.034199 
L 368.240384 114.530502 
L 370.260865 115.528284 
L 372.281346 115.566081 
L 372.281346 115.566081 
" 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: 1.708 $\bullet$ mean: 1.079 $\bullet$ $\sigma$: 0.086 -->
    <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(378.650391 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(442.273438 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(505.896484 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(569.519531 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(601.306641 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(663.904297 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(695.691406 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(793.103516 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(854.626953 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(915.90625 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(979.285156 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1012.976562 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1044.763672 0.78125)" xlink:href="#DejaVuSans-31"/>
     <use transform="translate(1108.386719 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1140.173828 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1203.796875 0.78125)" xlink:href="#DejaVuSans-37"/>
     <use transform="translate(1267.419922 0.78125)" xlink:href="#DejaVuSans-39"/>
     <use transform="translate(1331.042969 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1362.830078 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(1425.427734 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1457.214844 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
     <use transform="translate(1520.59375 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1554.285156 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1586.072266 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1649.695312 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1681.482422 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1745.105469 0.78125)" xlink:href="#DejaVuSans-38"/>
     <use transform="translate(1808.728516 0.78125)" xlink:href="#DejaVuSans-36"/>
    </g>
   </g>
   <g id="text_12">
    <!-- 1.17 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 111.238757)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-31"/>
     <use x="159.033203" xlink:href="#DejaVuSans-37"/>
    </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(#p9e5f15ec72)" d="M 18.697188 138.112637 
L 372.281346 138.112637 
" style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
   </g>
   <g id="line2d_10">
    <path clip-path="url(#p9e5f15ec72)" d="M 20.717668 142.852888 
L 22.738149 140.596695 
L 24.75863 143.081743 
L 26.779111 132.971093 
L 28.799592 138.992519 
L 30.820073 140.74611 
L 32.840554 143.525757 
L 34.861035 139.531107 
L 36.881516 139.153292 
L 38.901997 141.391572 
L 40.922477 142.388831 
L 42.942958 141.829419 
L 44.963439 141.443776 
L 46.98392 141.188208 
L 49.004401 141.967914 
L 51.024882 140.785115 
L 53.045363 143.454866 
L 55.065844 141.07595 
L 57.086325 138.406801 
L 59.106806 139.589422 
L 61.127287 141.004251 
L 63.147767 141.390092 
L 65.168248 143.129398 
L 67.188729 142.16866 
L 69.20921 139.472695 
L 71.229691 139.554908 
L 73.250172 143.347904 
L 75.270653 140.894068 
L 77.291134 141.565181 
L 79.311615 143.551633 
L 81.332096 140.064317 
L 83.352576 135.022624 
L 85.373057 135.629473 
L 87.393538 141.768727 
L 89.414019 142.827725 
L 91.4345 138.150435 
L 93.454981 141.115876 
L 95.475462 142.448375 
L 97.495943 140.680487 
L 99.516424 143.497582 
L 101.536905 138.909375 
L 103.557386 138.161121 
L 105.577866 140.706694 
L 107.598347 142.522899 
L 109.618828 142.643803 
L 111.639309 143.10295 
L 113.65979 142.087297 
L 115.680271 142.004835 
L 119.721233 140.737101 
L 121.741714 140.390993 
L 125.782675 141.541382 
L 127.803156 140.63374 
L 131.844118 141.348874 
L 133.864599 139.714861 
L 135.88508 142.274283 
L 137.905561 141.859823 
L 139.926042 141.210539 
L 143.967004 141.867024 
L 145.987485 141.94031 
L 148.007965 140.759533 
L 150.028446 142.759728 
L 152.048927 141.027621 
L 154.069408 142.116044 
L 156.089889 139.487117 
L 158.11037 141.632549 
L 160.130851 140.061953 
L 162.151332 139.353191 
L 164.171813 141.664808 
L 166.192294 142.852204 
L 168.212774 139.578767 
L 170.233255 142.646376 
L 172.253736 140.555409 
L 174.274217 141.860682 
L 176.294698 140.839166 
L 178.315179 140.506663 
L 180.33566 139.117232 
L 182.356141 141.323838 
L 186.397103 143.991552 
L 188.417584 140.886945 
L 190.438064 142.122539 
L 192.458545 141.717749 
L 194.479026 141.905009 
L 196.499507 142.335583 
L 198.519988 140.826688 
L 200.540469 140.695342 
L 202.56095 142.266324 
L 204.581431 141.292611 
L 206.601912 142.088839 
L 208.622393 142.486461 
L 210.642873 142.2278 
L 212.663354 141.356144 
L 214.683835 141.987607 
L 216.704316 142.296502 
L 218.724797 139.754964 
L 220.745278 140.856623 
L 222.765759 141.667127 
L 224.78624 140.441541 
L 226.806721 140.421658 
L 228.827202 142.144708 
L 230.847683 139.62849 
L 232.868163 142.573705 
L 234.888644 140.64913 
L 236.909125 141.999713 
L 238.929606 140.720152 
L 240.950087 141.498979 
L 242.970568 143.543674 
L 244.991049 140.819384 
L 247.01153 143.423993 
L 249.032011 140.116315 
L 251.052492 138.599021 
L 253.072973 143.194849 
L 255.093453 142.215207 
L 257.113934 139.575257 
L 259.134415 143.076838 
L 261.154896 141.927491 
L 263.175377 143.55611 
L 265.195858 140.627192 
L 267.216339 143.163686 
L 269.23682 139.935843 
L 271.257301 143.540663 
L 273.277782 140.446547 
L 275.298262 139.474998 
L 277.318743 141.287522 
L 279.339224 140.371871 
L 281.359705 140.445992 
L 283.380186 142.053798 
L 285.400667 141.760533 
L 287.421148 140.756865 
L 289.441629 139.615944 
L 291.46211 143.416256 
L 293.482591 141.55801 
L 295.503072 140.579757 
L 297.523552 142.380537 
L 299.544033 141.413041 
L 301.564514 140.66346 
L 303.584995 140.301669 
L 305.605476 137.037413 
L 307.625957 137.817171 
L 309.646438 141.797064 
L 311.666919 143.181022 
L 313.6874 140.856265 
L 315.707881 142.626318 
L 317.728361 140.100298 
L 319.748842 140.838249 
L 321.769323 142.257362 
L 325.810285 140.477374 
L 327.830766 140.96863 
L 329.851247 142.42076 
L 331.871728 139.274717 
L 333.892209 138.024443 
L 335.91269 139.415451 
L 337.933171 141.207221 
L 339.953651 141.350488 
L 341.974132 142.153905 
L 343.994613 140.534263 
L 346.015094 142.723835 
L 348.035575 139.918662 
L 350.056056 139.548639 
L 352.076537 124.637952 
L 354.097018 127.863077 
L 356.117499 132.501727 
L 358.13798 140.942609 
L 360.15846 141.801084 
L 362.178941 141.784411 
L 364.199422 141.226013 
L 366.219903 139.466011 
L 368.240384 138.254552 
L 370.260865 139.359325 
L 372.281346 140.23525 
L 372.281346 140.23525 
" 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: 0.414 $\bullet$ mean: 0.089 $\bullet$ $\sigma$: 0.047 -->
    <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-34"/>
     <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
     <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
     <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
     <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
     <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
     <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
     <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
     <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
     <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-30"/>
     <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-38"/>
     <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-34"/>
     <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-37"/>
    </g>
   </g>
   <g id="text_15">
    <!-- 0.14 -->
    <g style="fill:#d3d3d3;" transform="translate(11.0175 138.94045)scale(0.03 -0.03)">
     <use xlink:href="#DejaVuSans-30"/>
     <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
     <use x="95.410156" xlink:href="#DejaVuSans-31"/>
     <use x="159.033203" xlink:href="#DejaVuSans-34"/>
    </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(#p1dd3b1ed2c)">
    <image height="937" id="imageff0ba8021e" transform="matrix(4 0 0 0.136606 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
iVBORw0KGgoAAAANSUhEUgAAAAEAAAOpCAYAAADbsk2XAAAABHNCSVQICAgIfAhkiAAAAENJREFUWIXt17ENABAARNGLyhRERWMhi1jMLGqbMIUQfvPqn+tOvrZpJAkAAAAAYA/DlsMFObgbhoBnUI+JHwUA37IAdAANaniKR7AAAAAASUVORK5CYII="/>
   </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(#p6f7139c4f9)">
    <image height="128.16" id="imagec4878959b2" 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="mf05c4f8d01" style="stroke:#262626;"/>
      </defs>
      <g>
       <use style="fill:#262626;stroke:#262626;" x="19.701688" xlink:href="#mf05c4f8d01" y="278.112"/>
      </g>
     </g>
     <g id="text_16">
      <!-- 0.00 -->
      <g style="fill:#262626;" transform="translate(14.135282 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="90.016719" xlink:href="#mf05c4f8d01" y="278.112"/>
      </g>
     </g>
     <g id="text_17">
      <!-- 70.00 -->
      <g style="fill:#262626;" transform="translate(82.859688 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-37"/>
       <use x="63.623047" xlink:href="#DejaVuSans-30"/>
       <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="160.331751" xlink:href="#mf05c4f8d01" y="278.112"/>
      </g>
     </g>
     <g id="text_18">
      <!-- 140.00 -->
      <g style="fill:#262626;" transform="translate(151.584095 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-31"/>
       <use x="63.623047" xlink:href="#DejaVuSans-34"/>
       <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="xtick_34">
     <g id="line2d_14">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="230.646782" xlink:href="#mf05c4f8d01" y="278.112"/>
      </g>
     </g>
     <g id="text_19">
      <!-- 210.00 -->
      <g style="fill:#262626;" transform="translate(221.899126 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-32"/>
       <use x="63.623047" xlink:href="#DejaVuSans-31"/>
       <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="xtick_35">
     <g id="line2d_15">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="300.961814" xlink:href="#mf05c4f8d01" y="278.112"/>
      </g>
     </g>
     <g id="text_20">
      <!-- 280.00 -->
      <g style="fill:#262626;" transform="translate(292.214158 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-32"/>
       <use x="63.623047" xlink:href="#DejaVuSans-38"/>
       <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="xtick_36">
     <g id="line2d_16">
      <g>
       <use style="fill:#262626;stroke:#262626;" x="371.276845" xlink:href="#mf05c4f8d01" y="278.112"/>
      </g>
     </g>
     <g id="text_21">
      <!-- 350.00 -->
      <g style="fill:#262626;" transform="translate(362.529189 290.211219)scale(0.05 -0.05)">
       <use xlink:href="#DejaVuSans-33"/>
       <use x="63.623047" xlink:href="#DejaVuSans-35"/>
       <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="p0f9933765c">
   <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
  </clipPath>
  <clipPath id="pbc761ef51c">
   <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
  </clipPath>
  <clipPath id="p46d38513b1">
   <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
  </clipPath>
  <clipPath id="pe96831d40b">
   <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
  </clipPath>
  <clipPath id="p9e5f15ec72">
   <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
  </clipPath>
  <clipPath id="p1dd3b1ed2c">
   <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
  </clipPath>
  <clipPath id="p6f7139c4f9">
   <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
  </clipPath>
 </defs>
</svg>