juliacon_proceedings_BHM_example.ipynb

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  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Probabilistic Biostatistics Examples: BHM\n",
    "Code snippets to reproduce the Bayesian hierarchical model example in the paper and presentation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "binomial_trials (generic function with 3 methods)"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Turing.jl BHM for binomial trials\n",
    "using Turing, MCMCChains, Plots, StatsPlots, LaTeXStrings\n",
    "@model binomial_trials(s,n) = begin\n",
    "    g = length(n)  # number of groups\n",
    "    # hierarchical priors\n",
    "    ω ~ Beta(2,3)\n",
    "    K ~ Gamma(10,1/0.05)\n",
    "    a = ω*K + 1.0\n",
    "    b = (1.0 - ω)*K + 1.0\n",
    "    # priors for each occurrence rate\n",
    "    θ = Array{Real}(undef, g)\n",
    "    for k in 1:g\n",
    "        θ[k] ~ Beta(a,b)\n",
    "    end\n",
    "    # likelihood\n",
    "    for i in 1:g\n",
    "        s[i] ~ Binomial(n[i],θ[i])\n",
    "    end\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# data used in example for Figures 3-5\n",
    "# Placebo:\n",
    "sn_pcbo = [3 11; 4 37; 8 65; 10 76; 2 150]\n",
    "# Treatment:\n",
    "sn_treat = [6 11; 7 37; 17 63; 23 133; 11 159]\n",
    "\n",
    "sp = sn_pcbo[:,1];\n",
    "np = sn_pcbo[:,2];\n",
    "st = sn_treat[:,1];\n",
    "nt = sn_treat[:,2];"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "┌ Info: [Turing]: global PROGRESS is set as false\n",
      "└ @ Turing C:\\Users\\millsjf\\.julia\\packages\\Turing\\eIa7P\\src\\Turing.jl:24\n",
      "┌ Info: Found initial step size\n",
      "│   init_ϵ = 0.4\n",
      "└ @ Turing.Inference C:\\Users\\millsjf\\.julia\\packages\\Turing\\eIa7P\\src\\inference\\hmc.jl:364\n",
      "┌ Info: Finished 1000 adapation steps\n",
      "│   adaptor = StanHMCAdaptor(n_adapts=1000, pc=DiagPreconditioner, ssa=NesterovDualAveraging(γ=0.05, t_0=10.0, κ=0.75, δ=0.65, state.ϵ=0.5642031492288051), init_buffer=75, term_buffer=50)\n",
      "│   τ.integrator = Leapfrog(ϵ=0.564)\n",
      "│   h.metric = DiagEuclideanMetric([0.032676791949959726, 0.15 ...])\n",
      "└ @ AdvancedHMC C:\\Users\\millsjf\\.julia\\packages\\AdvancedHMC\\PQWco\\src\\sampler.jl:145\n",
      "┌ Info: Finished 5000 sampling steps in 3.710381061 (s)\n",
      "│   h = Hamiltonian(metric=DiagEuclideanMetric([0.032676791949959726, 0.15 ...]))\n",
      "│   τ = NUTS{Multinomial,Generalised}(integrator=Leapfrog(ϵ=0.564), max_depth=5), Δ_max=1000.0)\n",
      "│   EBFMI_est = 1835.2673080250752\n",
      "│   average_acceptance_rate = 0.7616795383556926\n",
      "└ @ AdvancedHMC C:\\Users\\millsjf\\.julia\\packages\\AdvancedHMC\\PQWco\\src\\sampler.jl:157\n",
      "┌ Info: Found initial step size\n",
      "│   init_ϵ = 0.4\n",
      "└ @ Turing.Inference C:\\Users\\millsjf\\.julia\\packages\\Turing\\eIa7P\\src\\inference\\hmc.jl:364\n",
      "┌ Info: Finished 1000 adapation steps\n",
      "│   adaptor = StanHMCAdaptor(n_adapts=1000, pc=DiagPreconditioner, ssa=NesterovDualAveraging(γ=0.05, t_0=10.0, κ=0.75, δ=0.65, state.ϵ=0.5538637708179277), init_buffer=75, term_buffer=50)\n",
      "│   τ.integrator = Leapfrog(ϵ=0.554)\n",
      "│   h.metric = DiagEuclideanMetric([0.02994519138342866, 0.115 ...])\n",
      "└ @ AdvancedHMC C:\\Users\\millsjf\\.julia\\packages\\AdvancedHMC\\PQWco\\src\\sampler.jl:145\n",
      "┌ Info: Finished 5000 sampling steps in 5.952220965 (s)\n",
      "│   h = Hamiltonian(metric=DiagEuclideanMetric([0.02994519138342866, 0.115 ...]))\n",
      "│   τ = NUTS{Multinomial,Generalised}(integrator=Leapfrog(ϵ=0.554), max_depth=5), Δ_max=1000.0)\n",
      "│   EBFMI_est = 904.8374357053515\n",
      "│   average_acceptance_rate = 0.7906947622026751\n",
      "└ @ AdvancedHMC C:\\Users\\millsjf\\.julia\\packages\\AdvancedHMC\\PQWco\\src\\sampler.jl:157\n",
      "┌ Info: Found initial step size\n",
      "│   init_ϵ = 0.4\n",
      "└ @ Turing.Inference C:\\Users\\millsjf\\.julia\\packages\\Turing\\eIa7P\\src\\inference\\hmc.jl:364\n",
      "┌ Info: Finished 1000 adapation steps\n",
      "│   adaptor = StanHMCAdaptor(n_adapts=1000, pc=DiagPreconditioner, ssa=NesterovDualAveraging(γ=0.05, t_0=10.0, κ=0.75, δ=0.65, state.ϵ=0.6213530331876473), init_buffer=75, term_buffer=50)\n",
      "│   τ.integrator = Leapfrog(ϵ=0.621)\n",
      "│   h.metric = DiagEuclideanMetric([0.030091046135160556, 0.11 ...])\n",
      "└ @ AdvancedHMC C:\\Users\\millsjf\\.julia\\packages\\AdvancedHMC\\PQWco\\src\\sampler.jl:145\n",
      "┌ Info: Finished 5000 sampling steps in 5.223802105 (s)\n",
      "│   h = Hamiltonian(metric=DiagEuclideanMetric([0.030091046135160556, 0.11 ...]))\n",
      "│   τ = NUTS{Multinomial,Generalised}(integrator=Leapfrog(ϵ=0.621), max_depth=5), Δ_max=1000.0)\n",
      "│   EBFMI_est = 1428.7713572288349\n",
      "│   average_acceptance_rate = 0.7323569304321359\n",
      "└ @ AdvancedHMC C:\\Users\\millsjf\\.julia\\packages\\AdvancedHMC\\PQWco\\src\\sampler.jl:157\n"
     ]
    }
   ],
   "source": [
    "Turing.turnprogress(false);\n",
    "ctrt = mapreduce(c->sample(binomial_trials(st, nt),\n",
    "    NUTS(5000,1000,0.65)),chainscat,  1:3);\n",
    "    # for HMC sampler replace NUTS() with: \n",
    "    # HMC(3000, 0.05, 10)\n",
    "\n",
    "ωₜ = Array(ctrt[\"ω\"]);  # treatment ω"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
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       "  275.42,347.823 275.642,377.535 275.865,213.463 276.087,241.886 276.309,256.482 276.531,310.908 276.753,321.585 276.975,324.903 277.198,329.31 277.42,342.853 \n",
       "  277.642,348.244 277.864,310.175 278.086,315.18 278.309,291.789 278.531,291.789 278.753,245.174 278.975,245.142 279.197,269.556 279.42,332.842 279.642,283.364 \n",
       "  279.864,317.584 280.086,372.846 280.308,347.481 280.53,344.673 280.753,251.539 280.975,308.987 281.197,305.34 281.419,299.966 281.641,308.677 281.864,278.001 \n",
       "  282.086,326.385 282.308,254.022 282.53,252.382 282.752,368.74 282.975,373.88 283.197,366.543 283.419,365.529 283.641,381.914 283.863,380.559 284.085,363.886 \n",
       "  284.308,330.264 284.53,344.108 284.752,314.4 284.974,285.524 285.196,315.064 285.419,308.734 285.641,268.488 285.863,290.133 286.085,299.08 286.307,276.227 \n",
       "  286.53,297.461 286.752,301.601 286.974,293.998 287.196,355.125 287.418,295.351 287.64,340.621 287.863,266.541 288.085,299.389 288.307,298.335 288.529,337.35 \n",
       "  288.751,193.826 288.974,204 289.196,366.955 289.418,389.561 289.64,331.797 289.862,335.967 290.085,275.757 290.307,184.893 290.529,166.135 290.751,321.637 \n",
       "  290.973,298.919 291.195,316.299 291.418,309.043 291.64,298.914 291.862,320.13 292.084,261.687 292.306,286.03 292.529,272.105 292.751,309.45 292.973,258.065 \n",
       "  293.195,272.326 293.417,283.158 293.64,211.843 293.862,229.682 294.084,276.511 294.306,255.151 294.528,254.186 294.75,212.727 294.973,221.584 295.195,355.837 \n",
       "  295.417,264.128 295.639,304.015 295.861,252.638 296.084,248.528 296.306,349.907 296.528,362.548 296.75,328.7 296.972,312.459 297.195,329.035 297.417,284.796 \n",
       "  297.639,300.025 297.861,337.008 298.083,243.289 298.305,333.929 298.528,315.157 298.75,302.268 298.972,271.108 299.194,299.449 299.416,284.211 299.639,343.284 \n",
       "  299.861,222.614 300.083,199.843 300.305,294.212 300.527,297.004 300.75,290.057 300.972,245.534 301.194,246.812 301.416,269.425 301.638,383.789 301.86,258.824 \n",
       "  302.083,322.676 302.305,204.899 302.527,227.9 302.749,268.038 302.971,354.588 303.194,335.035 303.416,334.024 303.638,342.932 303.86,356.23 304.082,335.646 \n",
       "  304.305,314.776 304.527,312.413 304.749,331.107 304.971,293.693 305.193,247.417 305.415,318.085 305.638,236.946 305.86,238.653 306.082,314.131 306.304,317.04 \n",
       "  306.526,360.919 306.749,324.77 306.971,333.065 307.193,316.378 307.415,333.906 307.637,329.765 307.86,326.106 308.082,273.53 308.304,273.53 308.526,355.173 \n",
       "  308.748,313.929 308.97,330.357 309.193,294.51 309.415,326.743 309.637,291.906 309.859,270.863 310.081,263.93 310.304,286.163 310.526,301.971 310.748,189.116 \n",
       "  310.97,251.529 311.192,296.363 311.415,321.936 311.637,290.617 311.859,335.91 312.081,364.839 312.303,319.977 312.525,355.215 312.748,353.913 312.97,275.622 \n",
       "  313.192,358.562 313.414,281.981 313.636,282.599 313.859,298.465 314.081,308.131 314.303,316.567 314.525,281.39 314.747,315.641 314.97,213.776 315.192,275.963 \n",
       "  315.414,289.042 315.636,312.426 315.858,310.012 316.08,268.015 316.303,281.16 316.525,254.018 316.747,244.273 316.969,341.708 317.191,295.483 317.414,303.919 \n",
       "  317.636,314.633 317.858,333.782 318.08,359.419 318.302,349.105 318.525,338.305 318.747,314.923 318.969,281.852 319.191,248.555 319.413,244.915 319.635,310.896 \n",
       "  319.858,247.747 320.08,345.014 320.302,325.348 320.524,335.421 320.746,325.116 320.969,333.934 321.191,315.012 321.413,309.392 321.635,253.096 321.857,312.981 \n",
       "  322.079,353.993 322.302,334.758 322.524,312.498 322.746,334.116 322.968,305.336 323.19,313.35 323.413,352.874 323.635,330.686 323.857,363.58 324.079,347.492 \n",
       "  324.301,358.189 324.524,234.002 324.746,286.366 324.968,269.7 325.19,317.44 325.412,235.022 325.634,201.225 325.857,358.525 326.079,355.433 326.301,326.653 \n",
       "  326.523,321.631 326.745,299.502 326.968,283.624 327.19,320.559 327.412,297.744 327.634,294.142 327.856,331.873 328.079,274.207 328.301,350.356 328.523,383.832 \n",
       "  328.745,364.953 328.967,388.139 329.189,331.033 329.412,386.688 329.634,387.223 329.856,326.548 330.078,320.509 330.3,305.092 330.523,289.303 330.745,259.176 \n",
       "  330.967,292.754 331.189,324.108 331.411,326.714 331.634,285.995 331.856,302.894 332.078,257.815 332.3,284.012 332.522,341.123 332.744,365.96 332.967,363.267 \n",
       "  333.189,328.317 333.411,291.169 333.633,257.283 333.855,251.774 334.078,355.077 334.3,328.984 334.522,294.712 334.744,286.986 334.966,324.793 335.189,291.77 \n",
       "  335.411,272.421 335.633,213.499 335.855,255.138 336.077,239.783 336.299,347.92 336.522,305.122 336.744,345.224 336.966,315.016 337.188,306.471 337.41,288.98 \n",
       "  337.633,338.405 337.855,315.352 338.077,253.737 338.299,290.527 338.521,307.308 338.744,288.339 338.966,306.676 339.188,313.577 339.41,357.239 339.632,335.05 \n",
       "  339.854,268.597 340.077,323.029 340.299,382.357 340.521,240.972 340.743,292.775 340.965,364.07 341.188,286.634 341.41,281.558 341.632,215.534 341.854,326.008 \n",
       "  342.076,318.813 342.299,328.545 342.521,316.083 342.743,263.982 342.965,267.489 343.187,301.906 343.409,251.58 343.632,279.168 343.854,216.316 344.076,234.394 \n",
       "  344.298,244.057 344.52,217.713 344.743,224.397 344.965,257.212 345.187,313.502 345.409,313.628 345.631,353.784 345.854,381.304 346.076,343.827 346.298,308.422 \n",
       "  346.52,317.326 346.742,255.975 346.964,353.206 347.187,268.211 347.409,351.062 347.631,332.611 347.853,308.446 348.075,303.147 348.298,294.861 348.52,344.096 \n",
       "  348.742,368.462 348.964,327.956 349.186,345.677 349.409,288.527 349.631,326.979 349.853,291.461 350.075,337.898 350.297,328 350.519,276.449 350.742,282.316 \n",
       "  350.964,277.815 351.186,298.304 351.408,316.488 351.63,232.233 351.853,250.889 352.075,317.415 352.297,316.648 352.519,258.507 352.741,242.771 352.964,326.549 \n",
       "  353.186,400.544 353.408,335.582 353.63,341.611 353.852,348.568 354.074,320.044 354.297,377.416 354.519,301.511 354.741,220.395 354.963,217.134 355.185,224.324 \n",
       "  355.408,217.421 355.63,239.593 355.852,262.813 356.074,332.552 356.296,324.37 356.519,332.521 356.741,294.811 356.963,293.244 357.185,312.82 357.407,341.641 \n",
       "  357.629,282.002 357.852,333.962 358.074,332.236 358.296,317.129 358.518,341.937 358.74,311.853 358.963,343.487 359.185,287.766 359.407,269.631 359.629,327.094 \n",
       "  359.851,336.018 360.074,354.942 360.296,329.475 360.518,310.44 360.74,328.629 360.962,340.826 361.184,223.301 361.407,318.061 361.629,263.257 361.851,303.531 \n",
       "  362.073,313.756 362.295,315.513 362.518,277.267 362.74,302.278 362.962,319.963 363.184,282 363.406,246.118 363.629,260.057 363.851,276.375 364.073,334.278 \n",
       "  364.295,294.344 364.517,327.174 364.739,289.353 364.962,326.829 365.184,306.255 365.406,332.414 365.628,362.213 365.85,316.509 366.073,320.719 366.295,358.199 \n",
       "  366.517,284.306 366.739,319.287 366.961,359.655 367.183,319.759 367.406,318.522 367.628,333.186 367.85,279.3 368.072,251.021 368.294,340.061 368.517,339.398 \n",
       "  368.739,318.261 368.961,305.818 369.183,306.151 369.405,315.251 369.628,357.579 369.85,365.476 370.072,262.915 370.294,343.389 370.516,362.675 370.738,304.662 \n",
       "  370.961,255.043 371.183,288.06 371.405,272.979 371.627,248.875 371.849,285.822 372.072,273.771 372.294,301.981 372.516,314.964 372.738,330.988 372.96,308.753 \n",
       "  373.183,282.124 373.405,224.516 373.627,348.713 373.849,300.297 374.071,353.165 374.293,215.818 374.516,376.367 374.738,336.732 374.96,346.322 375.182,264.45 \n",
       "  375.404,299.677 375.627,277.533 375.849,284.283 376.071,348.413 376.293,262.398 376.515,308.001 376.738,317.012 376.96,298.359 377.182,293.147 377.404,371.532 \n",
       "  377.626,257.051 377.848,365.025 378.071,308.15 378.293,260.358 378.515,271.467 378.737,224.717 378.959,330.408 379.182,277.855 379.404,285.764 379.626,327.973 \n",
       "  379.848,259.879 380.07,275.074 380.293,302.351 380.515,278.362 380.737,262.018 380.959,311.567 381.181,281.201 381.403,255.798 381.626,293.776 381.848,293.465 \n",
       "  382.07,288.772 382.292,286.948 382.514,301.724 382.737,320.936 382.959,253.317 383.181,266.119 383.403,341.479 383.625,345.302 383.848,332.792 384.07,314.128 \n",
       "  384.292,298.998 384.514,294.049 384.736,266.382 384.958,235.416 385.181,319.939 385.403,300.732 385.625,375.306 385.847,346.041 386.069,317.786 386.292,272.756 \n",
       "  386.514,263.755 386.736,285.914 386.958,257.754 387.18,325.973 387.403,353.358 387.625,314.1 387.847,366.515 388.069,282.726 388.291,319.734 388.513,314.046 \n",
       "  388.736,323.27 388.958,247.536 389.18,343.908 389.402,258.54 389.624,300.044 389.847,303.727 390.069,342.587 390.291,227.894 390.513,294.621 390.735,242.463 \n",
       "  390.958,274.948 391.18,278.941 391.402,320.419 391.624,326.786 391.846,300.42 392.068,313.901 392.291,329.288 392.513,329.288 392.735,355.898 392.957,320.969 \n",
       "  393.179,331.576 393.402,298.466 393.624,300.698 393.846,335.178 394.068,287.896 394.29,314.277 394.513,339.596 394.735,313.485 394.957,271.185 395.179,263.59 \n",
       "  395.401,372.499 395.623,359.968 395.846,321.766 396.068,303.228 396.29,229.079 396.512,285.59 396.734,281.556 396.957,284.044 397.179,272.497 397.401,316.867 \n",
       "  397.623,312.217 397.845,359.005 398.068,246.559 398.29,313.902 398.512,272.525 398.734,324.687 398.956,327.844 399.178,285.888 399.401,281.276 399.623,353.311 \n",
       "  399.845,312.084 400.067,287.656 400.289,292.574 400.512,255.013 400.734,314.535 400.956,303.566 401.178,293.219 401.4,293.162 401.623,319.362 401.845,286.46 \n",
       "  402.067,289.497 402.289,338.681 402.511,257.493 402.733,291.934 402.956,304.387 403.178,277.957 403.4,320.914 403.622,318.354 403.844,373.516 404.067,307.684 \n",
       "  404.289,255.522 404.511,267.986 404.733,328.83 404.955,274.191 405.178,277.865 405.4,290.481 405.622,352.019 405.844,333.009 406.066,323.148 406.288,298.114 \n",
       "  406.511,311.059 406.733,282.639 406.955,326.605 407.177,294.935 407.399,320.842 407.622,277.464 407.844,267.578 408.066,277.006 408.288,261.948 408.51,301.187 \n",
       "  408.733,283.567 408.955,338.437 409.177,338.437 409.399,327.886 409.621,351.871 409.843,286.983 410.066,290.974 410.288,260.441 410.51,268.737 410.732,227.574 \n",
       "  410.954,323.461 411.177,309.457 411.399,268.971 411.621,295.012 411.843,255.741 412.065,271.669 412.288,286.425 412.51,267.222 412.732,254.315 412.954,258.252 \n",
       "  413.176,264.02 413.398,253.303 413.621,320.604 413.843,236.756 414.065,260.928 414.287,270.904 414.509,208.748 414.732,220.43 414.954,262.748 415.176,324.267 \n",
       "  415.398,284.359 415.62,312.274 415.842,316.036 416.065,310.134 416.287,295.349 416.509,277.79 416.731,269.01 416.953,328.458 417.176,268.687 417.398,328.711 \n",
       "  417.62,322.494 417.842,326.323 418.064,331.96 418.287,350.715 418.509,288.14 418.731,269.62 418.953,268.623 419.175,366.57 419.397,364.583 419.62,341.688 \n",
       "  419.842,295.827 420.064,293.783 420.286,285.374 420.508,292.659 420.731,272.38 420.953,299.57 421.175,293.264 421.397,281.623 421.619,232.329 421.842,295.834 \n",
       "  422.064,299.167 422.286,227.048 422.508,275.703 422.73,312.881 422.952,245.532 423.175,250.194 423.397,326.168 423.619,315.9 423.841,288.669 424.063,286.327 \n",
       "  424.286,312.243 424.508,306.277 424.73,219.186 424.952,256.974 425.174,315.029 425.397,301.646 425.619,360.292 425.841,259.075 426.063,333.655 426.285,279.189 \n",
       "  426.507,283.247 426.73,248.287 426.952,290.1 427.174,260.253 427.396,280.514 427.618,285.271 427.841,343.241 428.063,265.849 428.285,280.79 428.507,286.737 \n",
       "  428.729,288.691 428.952,228.342 429.174,294.799 429.396,278.669 429.618,302.333 429.84,292.134 430.062,342.872 430.285,321.128 430.507,307.961 430.729,316.645 \n",
       "  430.951,361.844 431.173,343.972 431.396,352.287 431.618,284.422 431.84,330.807 432.062,313.197 432.284,269.495 432.507,271.068 432.729,303.712 432.951,340.761 \n",
       "  433.173,299.625 433.395,305.525 433.617,321.38 433.84,319.178 434.062,296.581 434.284,307.291 434.506,275.403 434.728,287.179 434.951,294.575 435.173,273.611 \n",
       "  435.395,291.272 435.617,329.262 435.839,291.148 436.062,284.74 436.284,284.74 436.506,364.188 436.728,336.407 436.95,372.909 437.172,346.274 437.395,352.205 \n",
       "  437.617,237.348 437.839,280.547 438.061,274.601 438.283,312.994 438.506,317.73 438.728,253.045 438.95,216.693 439.172,349.613 439.394,277.594 439.617,291.551 \n",
       "  439.839,290.105 440.061,345.674 440.283,286.831 440.505,327.33 440.727,358.297 440.95,258.367 441.172,324.064 441.394,356.483 441.616,254.009 441.838,290.766 \n",
       "  442.061,277.427 442.283,361.761 442.505,319.85 442.727,288.475 442.949,267.426 443.172,312.33 443.394,302.487 443.616,320.862 443.838,327.938 444.06,329.427 \n",
       "  444.282,387.366 444.505,354.078 444.727,348.49 444.949,294.53 445.171,275.462 445.393,255.931 445.616,241.321 445.838,329.772 446.06,268.345 446.282,320.488 \n",
       "  446.504,332.175 446.727,308.232 446.949,272.847 447.171,275.34 447.393,260.53 447.615,276.673 447.837,281.221 448.06,308.5 448.282,280.063 448.504,283.696 \n",
       "  448.726,291.652 448.948,353.741 449.171,324.907 449.393,229.363 449.615,303.059 449.837,293.689 450.059,314.11 450.282,323.915 450.504,291.212 450.726,260.776 \n",
       "  450.948,244.368 451.17,308.604 451.392,306.023 451.615,303.235 451.837,271.874 452.059,264.262 452.281,295.222 452.503,301.279 452.726,247.877 452.948,312.68 \n",
       "  453.17,278.522 453.392,335.79 453.614,319.018 453.837,295.433 454.059,271.577 454.281,315.554 454.503,316.465 454.725,398.752 454.947,311.711 455.17,398.133 \n",
       "  455.392,397.111 455.614,277.186 455.836,341.358 456.058,253.366 456.281,274.181 456.503,292.533 456.725,315.592 456.947,320.462 457.169,312.957 457.392,280.414 \n",
       "  457.614,323.519 457.836,304.011 458.058,302.047 458.28,309.78 458.502,267.975 458.725,283.312 458.947,285.606 459.169,292.756 459.391,366.453 459.613,292.421 \n",
       "  459.836,296.369 460.058,296.353 460.28,309.118 460.502,277.05 460.724,266.711 460.947,343.084 461.169,339.184 461.391,330.457 461.613,318.816 461.835,196.555 \n",
       "  462.057,281.308 462.28,319.466 462.502,349.574 462.724,317.879 462.946,363.074 463.168,336.737 463.391,297.353 463.613,313.189 463.835,255.127 464.057,259.965 \n",
       "  464.279,273.539 464.501,266.336 464.724,237.604 464.946,261.429 465.168,277.316 465.39,321.982 465.612,332.106 465.835,300.104 466.057,264.536 466.279,301.3 \n",
       "  466.501,250.979 466.723,264.338 466.946,290.224 467.168,306.098 467.39,254.233 467.612,309.277 467.834,299.344 468.056,291.487 468.279,262.457 468.501,295.238 \n",
       "  468.723,359.41 468.945,357.285 469.167,305.168 469.39,294.585 469.612,304.612 469.834,325.157 470.056,298.202 470.278,285.643 470.501,274.907 470.723,273.849 \n",
       "  470.945,265.234 471.167,154.787 471.389,306.904 471.611,267.146 471.834,330.849 472.056,258.63 472.278,320.822 472.5,317.831 472.722,264.092 472.945,288.308 \n",
       "  473.167,312.556 473.389,311.231 473.611,333.557 473.833,317.919 474.056,304.684 474.278,267.344 474.5,279.373 474.722,247.88 474.944,248.939 475.166,275.589 \n",
       "  475.389,336.375 475.611,191.989 475.833,260.818 476.055,185.365 476.277,268.448 476.5,296.12 476.722,352.697 476.944,373.959 477.166,289.058 477.388,262.094 \n",
       "  477.611,320.414 477.833,269.693 478.055,301.522 478.277,310.965 478.499,344.391 478.721,346.453 478.944,315.406 479.166,335.674 479.388,330.008 479.61,313.357 \n",
       "  479.832,289.961 480.055,285.749 480.277,259.546 480.499,289.778 480.721,250.729 480.943,290.18 481.166,298.258 481.388,239.662 481.61,224.543 481.832,375.171 \n",
       "  482.054,381.017 482.276,297.147 482.499,267.917 482.721,335.564 482.943,356.684 483.165,287.421 483.387,300.675 483.61,275.574 483.832,252.212 484.054,291.908 \n",
       "  484.276,344.619 484.498,350.405 484.721,322.306 484.943,332.253 485.165,272.231 485.387,263.869 485.609,239.434 485.831,228.561 486.054,243.106 486.276,309.272 \n",
       "  486.498,246.833 486.72,280.111 486.942,240.886 487.165,305.105 487.387,253.655 487.609,337.867 487.831,326.938 488.053,310.91 488.276,306.189 488.498,288.521 \n",
       "  488.72,312.094 488.942,304.087 489.164,329.371 489.386,278.147 489.609,351.062 489.831,349.506 490.053,248.473 490.275,274.004 490.497,275.055 490.72,312.572 \n",
       "  490.942,319.714 491.164,310.137 491.386,310.342 491.608,263.407 491.831,252.872 492.053,342.001 492.275,334.034 492.497,319.414 492.719,346.33 492.941,287.845 \n",
       "  493.164,322.574 493.386,310.445 493.608,287.235 493.83,376.412 494.052,346.479 494.275,331.624 494.497,306.233 494.719,303.161 494.941,303.718 495.163,294.003 \n",
       "  495.386,302.527 495.608,365.263 495.83,363 496.052,366.824 496.274,262.516 496.496,318.704 496.719,322.357 496.941,350.123 497.163,340.834 497.385,282.566 \n",
       "  497.607,298.086 497.83,267.864 498.052,299.432 498.274,314.122 498.496,381.981 498.718,403.753 498.941,311.18 499.163,276.423 499.385,338.516 499.607,332.674 \n",
       "  499.829,349.187 500.051,298.903 500.274,411.679 500.496,392.041 500.718,359.166 500.94,372.802 501.162,384.238 501.385,359.157 501.607,337.449 501.829,385.568 \n",
       "  502.051,329.515 502.273,286.622 502.496,257.701 502.718,258.656 502.94,289.194 503.162,273.484 503.384,298.368 503.606,298.009 503.829,295.088 504.051,292.771 \n",
       "  504.273,306.129 504.495,310.587 504.717,300.878 504.94,279.628 505.162,361.62 505.384,366.252 505.606,352.911 505.828,355.159 506.051,312.357 506.273,267.811 \n",
       "  506.495,297.366 506.717,330.782 506.939,299.445 507.161,307.676 507.384,239.511 507.606,232.131 507.828,289.394 508.05,280.149 508.272,301.513 508.495,325.687 \n",
       "  508.717,309.023 508.939,320.094 509.161,294.738 509.383,294.738 509.606,290.061 509.828,242.657 510.05,291.771 510.272,341.464 510.494,329.85 510.716,345.194 \n",
       "  510.939,325.191 511.161,363.952 511.383,379.698 511.605,389.824 511.827,283.542 512.05,304.08 512.272,260.953 512.494,286.227 512.716,286.227 512.938,333.402 \n",
       "  513.16,311.198 513.383,293.402 513.605,325.531 513.827,265.304 514.049,284.012 514.271,292.41 514.494,261.163 514.716,247.141 514.938,283.038 515.16,282.8 \n",
       "  515.382,284.419 515.605,248.4 515.827,327.523 516.049,318.246 516.271,280.248 516.493,280.004 516.715,279.79 516.938,291.324 517.16,292.569 517.382,297.516 \n",
       "  517.604,261.351 517.826,289.002 518.049,378.693 518.271,330.779 518.493,348.89 518.715,218.367 518.937,242.605 519.16,250.525 519.382,261.073 519.604,269.488 \n",
       "  519.826,280.984 520.048,310.57 520.27,292.786 520.493,277.695 520.715,352.183 520.937,335.079 521.159,344.643 521.381,342.03 521.604,310.885 521.826,347.169 \n",
       "  522.048,289.198 522.27,281.513 522.492,276.803 522.715,298.481 522.937,224.521 523.159,241.935 523.381,277.893 523.603,318.476 523.825,251.902 524.048,289.423 \n",
       "  524.27,314.69 524.492,249.811 524.714,265.229 524.936,252.94 525.159,325.662 525.381,324.951 525.603,320.388 525.825,329.642 526.047,297.977 526.27,293.847 \n",
       "  526.492,299.352 526.714,299.352 526.936,315.002 527.158,306.296 527.38,301.496 527.603,305.095 527.825,327.358 528.047,253.194 528.269,300.979 528.491,322.224 \n",
       "  528.714,288.288 528.936,308.637 529.158,318.308 529.38,348.208 529.602,280.735 529.825,302.536 530.047,294.766 530.269,286.141 530.491,325.019 530.713,323.827 \n",
       "  530.935,240.749 531.158,404.655 531.38,353.308 531.602,366.845 531.824,346.774 532.046,292.439 532.269,356.513 532.491,344.015 532.713,290.557 532.935,291.522 \n",
       "  533.157,271.707 533.38,280.288 533.602,287.515 533.824,325.112 534.046,282.41 534.268,321.205 534.49,274.297 534.713,290.057 534.935,258.145 535.157,270.994 \n",
       "  535.379,255.203 535.601,270.81 535.824,321.087 536.046,369.604 536.268,319.526 536.49,337.274 536.712,387.84 536.935,315.029 537.157,294.186 537.379,280.758 \n",
       "  537.601,291.135 537.823,267.734 538.045,304.172 538.268,292.272 538.49,307.857 538.712,312.448 538.934,311.963 539.156,292.6 539.379,321.974 539.601,280.401 \n",
       "  539.823,301.775 540.045,282.928 540.267,229.443 540.49,240.766 540.712,275.129 540.934,295.992 541.156,289.715 541.378,335.872 541.6,205.167 541.823,297.789 \n",
       "  542.045,290.818 542.267,233.538 542.489,284.437 542.711,334.712 542.934,319.839 543.156,356.66 543.378,330.069 543.6,343.564 543.822,329.974 544.045,312.246 \n",
       "  544.267,254.238 544.489,295.276 544.711,333.053 544.933,347.174 545.155,312.308 545.378,237.572 545.6,334.572 545.822,352.217 546.044,388.438 546.266,294.242 \n",
       "  546.489,316.244 546.711,326.158 546.933,278.541 547.155,292.446 547.377,285.182 547.6,249.617 547.822,226.636 548.044,333.723 548.266,288.265 548.488,331.408 \n",
       "  548.71,225.756 548.933,327.315 549.155,258.5 549.377,335.109 549.599,268.065 549.821,311.694 550.044,338.38 550.266,319.315 550.488,408.938 550.71,404.703 \n",
       "  550.932,334.365 551.155,373.703 551.377,295.078 551.599,286.956 551.821,267.724 552.043,247.755 552.265,321.901 552.488,345.507 552.71,327.015 552.932,334.889 \n",
       "  553.154,313.785 553.376,281.901 553.599,249.419 553.821,260.498 554.043,238.02 554.265,288.921 554.487,332.659 554.71,349.34 554.932,370.094 555.154,309.451 \n",
       "  555.376,352.617 555.598,376.982 555.82,347.34 556.043,318.424 556.265,284.521 556.487,211.217 556.709,243.655 556.931,313.917 557.154,321.426 557.376,318.647 \n",
       "  557.598,332.973 557.82,263.669 558.042,320.758 558.265,339.23 558.487,294.397 558.709,318.671 558.931,296.041 559.153,228.101 559.375,271.423 559.598,313.719 \n",
       "  559.82,313.719 560.042,372.35 560.264,384.384 560.486,357.839 560.709,303.12 560.931,336.728 561.153,295.415 561.375,347.871 561.597,349.073 561.819,303.746 \n",
       "  562.042,360.344 562.264,372.494 562.486,319.293 562.708,389.993 562.93,371.888 563.153,367.004 563.375,313.342 563.597,285.23 563.819,288.164 564.041,269.785 \n",
       "  564.264,356.021 564.486,266.367 564.708,294.869 564.93,297.166 565.152,296.323 565.374,319.735 565.597,303.744 565.819,269.493 566.041,300.215 566.263,276.47 \n",
       "  566.485,279.866 566.708,283.59 566.93,283.345 567.152,323.574 567.374,293.674 567.596,276.437 567.819,221.684 568.041,309.437 568.263,340.775 568.485,329.1 \n",
       "  568.707,334.207 568.929,297.846 569.152,348.554 569.374,330.732 569.596,256.08 569.818,248.763 570.04,253.622 570.263,270.45 570.485,288.307 570.707,304.331 \n",
       "  570.929,307.506 571.151,331.664 571.374,303.74 571.596,251.193 571.818,232.573 572.04,208.085 572.262,341.217 572.484,326.457 572.707,372.51 572.929,336.837 \n",
       "  573.151,307.937 573.373,282.853 573.595,375.489 573.818,358.086 574.04,268.248 574.262,289.731 574.484,304.07 574.706,272.206 574.929,299.549 575.151,261.176 \n",
       "  575.373,212.282 575.595,269.007 575.817,265.316 576.039,272.578 576.262,291.745 576.484,268.478 576.706,284.13 576.928,321.493 577.15,277.581 577.373,164.569 \n",
       "  577.595,348.195 577.817,342.845 578.039,343.647 578.261,316.145 578.484,337.647 578.706,336.903 578.928,307.292 579.15,311.497 579.372,264.762 579.594,235.981 \n",
       "  579.817,295.134 580.039,297.859 580.261,345.762 580.483,286.373 580.705,323.921 580.928,312.082 581.15,299.231 581.372,321.212 581.594,223.925 581.816,304.977 \n",
       "  582.039,318.462 582.261,294.747 582.483,267.965 582.705,297.233 582.927,261.201 583.149,309.632 583.372,238.015 583.594,350.391 583.816,372.727 584.038,304.98 \n",
       "  584.26,350.671 584.483,349.421 584.705,342.643 584.927,334.691 585.149,304.8 585.371,326.933 585.594,314.141 585.816,302.45 586.038,320.482 586.26,316.099 \n",
       "  586.482,320.019 586.704,332.068 586.927,342.124 587.149,305.759 587.371,331.852 587.593,294.348 587.815,277.177 588.038,266.141 588.26,302.237 588.482,300.078 \n",
       "  588.704,274.864 588.926,274.546 589.149,271.223 589.371,286.389 589.593,330.409 589.815,305.577 590.037,302.054 590.259,301.455 590.482,262.502 590.704,273.225 \n",
       "  590.926,281.129 591.148,245.654 591.37,358.414 591.593,312.86 591.815,314.233 592.037,266.039 592.259,265.422 592.481,274.232 592.704,272.971 592.926,275.752 \n",
       "  593.148,302.749 593.37,351.249 593.592,272.062 593.814,324.705 594.037,322.197 594.259,308.815 594.481,256.924 594.703,348.205 594.925,317.392 595.148,335.993 \n",
       "  595.37,333.824 595.592,279.927 595.814,331.119 596.036,343.579 596.259,315.055 596.481,284.679 596.703,335.255 596.925,306.488 597.147,340.78 597.369,297.835 \n",
       "  597.592,300.889 597.814,293.223 598.036,314.916 598.258,296.309 598.48,322.369 598.703,287.071 598.925,279.943 599.147,259.983 599.369,292.65 599.591,336.645 \n",
       "  599.814,294.428 600.036,306.072 600.258,295.493 600.48,307.071 600.702,217.797 600.924,203.77 601.147,242.954 601.369,207.784 601.591,332.717 601.813,345.611 \n",
       "  602.035,302.212 602.258,292.651 602.48,298.937 602.702,338.423 602.924,338.423 603.146,303.926 603.369,354.065 603.591,346.004 603.813,333.314 604.035,343.007 \n",
       "  604.257,332.475 604.479,327.706 604.702,343.08 604.924,298.641 605.146,292.307 605.368,307.247 605.59,352.373 605.813,316.078 606.035,313.747 606.257,306.934 \n",
       "  606.479,298.504 606.701,273.331 606.924,344.643 607.146,341.285 607.368,274.481 607.59,270.527 607.812,231.684 608.034,301.649 608.257,323.811 608.479,293.617 \n",
       "  608.701,293.682 608.923,303.218 609.145,328.272 609.368,279.466 609.59,316.776 609.812,273.585 610.034,316.78 610.256,303.514 610.478,360.177 610.701,357.236 \n",
       "  610.923,247.673 611.145,316.175 611.367,244.601 611.589,226.394 611.812,270.392 612.034,331.6 612.256,354.67 612.478,361.573 612.7,305.191 612.923,311.889 \n",
       "  613.145,350.509 613.367,356.996 613.589,282.891 613.811,328.187 614.033,281.98 614.256,267.806 614.478,294.585 614.7,320.383 614.922,265.823 615.144,250.899 \n",
       "  615.367,338.947 615.589,356.112 615.811,307.022 616.033,238.634 616.255,314.341 616.478,308.524 616.7,349.31 616.922,356.16 617.144,346.714 617.366,271.845 \n",
       "  617.588,316.229 617.811,295.584 618.033,347.788 618.255,288.705 618.477,318.725 618.699,321.864 618.922,304.762 619.144,311.86 619.366,301.417 619.588,327.341 \n",
       "  619.81,383.27 620.033,304.188 620.255,307.031 620.477,323.551 620.699,324.471 620.921,308.763 621.143,310.017 621.366,318.673 621.588,324.953 621.81,353.255 \n",
       "  622.032,299.552 622.254,292.785 622.477,257.659 622.699,255.949 622.921,368.058 623.143,354.105 623.365,289.826 623.588,258.873 623.81,273.598 624.032,347.82 \n",
       "  624.254,328.989 624.476,300.848 624.698,272.375 624.921,273.899 625.143,297.053 625.365,366.363 625.587,343.403 625.809,300.964 626.032,254.504 626.254,337.841 \n",
       "  626.476,358.513 626.698,360.559 626.92,288.311 627.143,328.458 627.365,278.489 627.587,291.846 627.809,323.068 628.031,345.593 628.253,313.171 628.476,314.504 \n",
       "  628.698,296.853 628.92,300.738 629.142,314.84 629.364,374.054 629.587,343.769 629.809,350.591 630.031,366.183 630.253,275.8 630.475,253.836 630.698,309.948 \n",
       "  630.92,370.579 631.142,324.456 631.364,316.117 631.586,334.876 631.808,283.654 632.031,321.444 632.253,229.759 632.475,266.333 632.697,239.676 632.919,263.049 \n",
       "  633.142,269.457 633.364,234.14 633.586,328.702 633.808,280.606 634.03,334.662 634.253,301.778 634.475,352.739 634.697,349.847 634.919,302.87 635.141,315.332 \n",
       "  635.363,354.289 635.586,305.85 635.808,330.023 636.03,314.588 636.252,287.756 636.474,312.495 636.697,308.094 636.919,254.094 637.141,293.217 637.363,358.784 \n",
       "  637.585,348.452 637.808,304.646 638.03,326.651 638.252,246.748 638.474,236.636 638.696,228.448 638.918,294.459 639.141,268.597 639.363,283.557 639.585,323.365 \n",
       "  639.807,299.238 640.029,301.144 640.252,304.771 640.474,302.784 640.696,288.265 640.918,352.167 641.14,324.908 641.363,232.87 641.585,280.563 641.807,276.551 \n",
       "  642.029,304.375 642.251,292.651 642.473,297.186 642.696,277.293 642.918,301.655 643.14,312.773 643.362,277.512 643.584,288.713 643.807,294.512 644.029,285.465 \n",
       "  644.251,348.142 644.473,298.745 644.695,253.017 644.918,223.408 645.14,230.364 645.362,252.406 645.584,244.032 645.806,248.693 646.028,278.615 646.251,304.664 \n",
       "  646.473,240.407 646.695,272.487 646.917,243.964 647.139,235.778 647.362,163.912 647.584,338.075 647.806,236.482 648.028,247.777 648.25,297.866 648.473,261.801 \n",
       "  648.695,253.345 648.917,408.465 649.139,340.098 649.361,259.4 649.583,307.261 649.806,359.807 650.028,195.258 650.25,316.714 650.472,288.305 650.694,284.717 \n",
       "  650.917,315.01 651.139,308.666 651.361,262.185 651.583,303.975 651.805,303.896 652.028,281.787 652.25,292.592 652.472,349.953 652.694,332.131 652.916,233.301 \n",
       "  653.138,278.454 653.361,297.27 653.583,232.095 653.805,239.337 654.027,278.566 654.249,255.266 654.472,238.14 654.694,314.171 654.916,324.23 655.138,327.536 \n",
       "  655.36,318.573 655.582,306.196 655.805,291.066 656.027,309.212 656.249,283.264 656.471,270.585 656.693,271.48 656.916,203.679 657.138,279.804 657.36,199.816 \n",
       "  657.582,249.728 657.804,329.228 658.027,309.676 658.249,290.286 658.471,325.25 658.693,260.591 658.915,320.388 659.137,335.884 659.36,287.074 659.582,304.677 \n",
       "  659.804,290.293 660.026,313.593 660.248,311.361 660.471,292.783 660.693,290.268 660.915,315.156 661.137,307.699 661.359,315.763 661.582,250.582 661.804,297.428 \n",
       "  662.026,246.891 662.248,195.642 662.47,244.784 662.692,386.473 662.915,347.981 663.137,309.402 663.359,327.303 663.581,318.003 663.803,337.368 664.026,344.637 \n",
       "  664.248,305.488 664.47,321.915 664.692,324.371 664.914,288.416 665.137,260.5 665.359,246.148 665.581,299.803 665.803,321.731 666.025,346.274 666.247,340.56 \n",
       "  666.47,342.116 666.692,368.601 666.914,294.889 667.136,275.832 667.358,259.581 667.581,314.568 667.803,296.791 668.025,279.692 668.247,299.955 668.469,279.906 \n",
       "  668.692,196.122 668.914,261.438 669.136,349.501 669.358,241.645 669.58,301.312 669.802,268.742 670.025,296.708 670.247,282.755 670.469,300.994 670.691,331.754 \n",
       "  670.913,317.02 671.136,282.395 671.358,323.819 671.58,317.362 671.802,294.999 672.024,333.506 672.247,332.203 672.469,353.586 672.691,331.448 672.913,307.24 \n",
       "  673.135,318.863 673.357,337.146 673.58,306.107 673.802,289.382 674.024,261.54 674.246,232.836 674.468,255.746 674.691,297.849 674.913,283.572 675.135,270.943 \n",
       "  675.357,262.143 675.579,314.18 675.802,348.654 676.024,251.23 676.246,238.218 676.468,317.761 676.69,329.196 676.912,360.919 677.135,322.537 677.357,365.084 \n",
       "  677.579,386.328 677.801,368.102 678.023,356.175 678.246,316.161 678.468,312.088 678.69,264.604 678.912,278.118 679.134,320.219 679.357,244.502 679.579,272.237 \n",
       "  679.801,274.34 680.023,301.515 680.245,314.259 680.467,353.216 680.69,326.233 680.912,326.398 681.134,301.731 681.356,312.399 681.578,332.583 681.801,320.537 \n",
       "  682.023,285.831 682.245,307.472 682.467,315.839 682.689,313.456 682.912,335.059 683.134,317.393 683.356,353.97 683.578,340.71 683.8,354.178 684.022,351.511 \n",
       "  684.245,332.058 684.467,325.914 684.689,313.329 684.911,327.062 685.133,259.067 685.356,316.297 685.578,353.586 685.8,356.319 686.022,366.363 686.244,363.941 \n",
       "  686.467,304.105 686.689,289.133 686.911,341.601 687.133,293.07 687.355,297.831 687.577,333.664 687.8,303.06 688.022,277.138 688.244,282.376 688.466,341.125 \n",
       "  688.688,304.942 688.911,310.497 689.133,312.054 689.355,373.21 689.577,373.985 689.799,265.064 690.022,339.488 690.244,269.553 690.466,232.777 690.688,303.803 \n",
       "  690.91,274.263 691.132,326.143 691.355,314.324 691.577,270.04 691.799,292.272 692.021,295.311 692.243,282.735 692.466,293.099 692.688,270.83 692.91,276.834 \n",
       "  693.132,276.955 693.354,276.158 693.577,317.321 693.799,317.4 694.021,245.231 694.243,292.405 694.465,328.185 694.687,256.905 694.91,285.749 695.132,278.076 \n",
       "  695.354,304.207 695.576,311.825 695.798,333.876 696.021,332.684 696.243,281.804 696.465,365.206 696.687,293.181 696.909,294.798 697.132,317.306 697.354,300.917 \n",
       "  697.576,250.965 697.798,305.745 698.02,305.92 698.242,337.623 698.465,284.057 698.687,334.717 698.909,332.537 699.131,283.923 699.353,317.232 699.576,253.938 \n",
       "  699.798,305.83 700.02,287.076 700.242,334.019 700.464,354.331 700.687,334.293 700.909,298.565 701.131,312.406 701.353,304.678 701.575,367.09 701.797,366.711 \n",
       "  702.02,332.074 702.242,334.304 702.464,315.818 702.686,332.852 702.908,254.567 703.131,268.016 703.353,384.267 703.575,383.281 703.797,365.139 704.019,343.561 \n",
       "  704.241,324.736 704.464,309.257 704.686,327.372 704.908,331.435 705.13,357.435 705.352,351.428 705.575,358.355 705.797,334.81 706.019,369.256 706.241,312.352 \n",
       "  706.463,316.361 706.686,319.774 706.908,300.316 707.13,294.049 707.352,277.654 707.574,232.608 707.796,342.88 708.019,342.88 708.241,288.73 708.463,341.204 \n",
       "  708.685,283.159 708.907,312.307 709.13,277.25 709.352,267.442 709.574,321.226 709.796,247.774 710.018,331.424 710.241,336.384 710.463,247.594 710.685,254.843 \n",
       "  710.907,272.197 711.129,350.328 711.351,313.764 711.574,290.679 711.796,238.079 712.018,245.083 712.24,258.507 712.462,308.235 712.685,323.986 712.907,263.606 \n",
       "  713.129,261.039 713.351,319.145 713.573,304.695 713.796,320.701 714.018,335.516 714.24,360.48 714.462,248.337 714.684,325.77 714.906,252.077 715.129,273.402 \n",
       "  715.351,280.519 715.573,314.647 715.795,238.829 716.017,249.843 716.24,273.114 716.462,292.628 716.684,292.752 716.906,286.247 717.128,355.547 717.351,341.843 \n",
       "  717.573,337.502 717.795,275.09 718.017,344.346 718.239,289.181 718.461,262.506 718.684,303.82 718.906,261.259 719.128,288.166 719.35,279.223 719.572,318.377 \n",
       "  719.795,315.31 720.017,337.871 720.239,353.383 720.461,287.335 720.683,335.217 720.906,231.615 721.128,281.58 721.35,286.548 721.572,292.283 721.794,331.386 \n",
       "  722.016,270.702 722.239,305.323 722.461,294.603 722.683,307.511 722.905,309.41 723.127,354.353 723.35,396.799 723.572,333.474 723.794,304.511 724.016,279.596 \n",
       "  724.238,337.182 724.461,333.13 724.683,317.612 724.905,316.806 725.127,335.418 725.349,298.442 725.571,318.576 725.794,365.234 726.016,297.192 726.238,326.18 \n",
       "  726.46,281.939 726.682,283.365 726.905,240.99 727.127,247.888 727.349,321.513 727.571,283.724 727.793,297.374 728.016,267.353 728.238,229.379 728.46,318.416 \n",
       "  728.682,373.847 728.904,290.885 729.126,309.13 729.349,282.23 729.571,248.575 729.793,254.553 730.015,301.085 730.237,264.64 730.46,276.293 730.682,324.091 \n",
       "  730.904,390.902 731.126,293.464 731.348,305.47 731.571,313.348 731.793,321.687 732.015,317.732 732.237,318.6 732.459,323.698 732.681,287.472 732.904,334.03 \n",
       "  733.126,267.818 733.348,284.816 733.57,309.578 733.792,319.867 734.015,282.663 734.237,315.24 734.459,253.676 734.681,297.086 734.903,258.669 735.126,273.037 \n",
       "  735.348,236.541 735.57,393.926 735.792,370.278 736.014,354.229 736.236,335.179 736.459,220.485 736.681,229.785 736.903,230.471 737.125,252.473 737.347,316.028 \n",
       "  737.57,223.738 737.792,306.784 738.014,209.099 738.236,182.524 738.458,349.346 738.681,401.333 738.903,384.38 739.125,372.116 739.347,341.899 739.569,355.708 \n",
       "  739.791,332.11 740.014,304.114 740.236,343.426 740.458,336.051 740.68,346.917 740.902,280.098 741.125,301.006 741.347,296.424 741.569,320.266 741.791,284.79 \n",
       "  742.013,264.743 742.236,323.388 742.458,311.488 742.68,295.509 742.902,266.561 743.124,291.678 743.346,266.109 743.569,256.196 743.791,325.387 744.013,318.598 \n",
       "  744.235,291.794 744.457,283.072 744.68,321.275 744.902,317.385 745.124,239.016 745.346,313.994 745.568,263.358 745.791,287.536 746.013,316.317 746.235,325.548 \n",
       "  746.457,319.6 746.679,291.578 746.901,335.375 747.124,333.195 747.346,336.663 747.568,309.723 747.79,312.338 748.012,415.385 748.235,340.217 748.457,296.641 \n",
       "  748.679,337.351 748.901,311.461 749.123,315.253 749.346,382.693 749.568,321.376 749.79,321.145 750.012,306.517 750.234,322.837 750.456,307.073 750.679,297.024 \n",
       "  750.901,337.883 751.123,351.42 751.345,238.672 751.567,265.572 751.79,276.449 752.012,201.764 752.234,212.218 752.456,222.877 752.678,342.224 752.9,319.809 \n",
       "  753.123,340.406 753.345,319.764 753.567,317.105 753.789,365.496 754.011,413.818 754.234,257.251 754.456,247.359 754.678,266.077 754.9,247.528 755.122,321.046 \n",
       "  755.345,313.169 755.567,361.268 755.789,352.283 756.011,359.693 756.233,368.217 756.455,335.309 756.678,318.845 756.9,322.888 757.122,311.67 757.344,320.78 \n",
       "  757.566,268.233 757.789,330.131 758.011,281.62 758.233,386.46 758.455,320.48 758.677,322.621 758.9,377.164 759.122,284.909 759.344,339.279 759.566,341.515 \n",
       "  759.788,312.945 760.01,345.504 760.233,350.186 760.455,285.409 760.677,303.482 760.899,230.527 761.121,329.46 761.344,267.615 761.566,271.359 761.788,292.354 \n",
       "  762.01,263.614 762.232,263.614 762.455,295.782 762.677,299.732 762.899,269.009 763.121,271.933 763.343,323.422 763.565,267.661 763.788,272.694 764.01,323.13 \n",
       "  764.232,353.539 764.454,361.841 764.676,322.864 764.899,324.063 765.121,280.913 765.343,261.77 765.565,329.838 765.787,300.375 766.01,286.537 766.232,345.223 \n",
       "  766.454,348.787 766.676,243.206 766.898,301.845 767.12,204.23 767.343,193.539 767.565,200.124 767.787,181.279 768.009,207.065 768.231,259.131 768.454,285.558 \n",
       "  768.676,359.457 768.898,365.538 769.12,338.658 769.342,350.701 769.565,309.771 769.787,315.177 770.009,319.102 770.231,182.262 770.453,331.644 770.675,291.22 \n",
       "  770.898,307.71 771.12,273.955 771.342,299.273 771.564,297.977 771.786,289.018 772.009,294.03 772.231,250.41 772.453,245.474 772.675,190.201 772.897,266.669 \n",
       "  773.12,269.864 773.342,307.505 773.564,247.489 773.786,252.126 774.008,311.23 774.23,300.856 774.453,299.054 774.675,301.27 774.897,250.227 775.119,247.08 \n",
       "  775.341,332.076 775.564,236.756 775.786,300.169 776.008,282.566 776.23,311.654 776.452,296.488 776.675,281.453 776.897,343.565 777.119,342.883 777.341,327.588 \n",
       "  777.563,349.787 777.785,276.358 778.008,356.557 778.23,316.946 778.452,326.302 778.674,339.721 778.896,380.933 779.119,307.992 779.341,323.482 779.563,323.414 \n",
       "  779.785,314.239 780.007,328.599 780.23,352.505 780.452,329.341 780.674,315.071 780.896,337.511 781.118,374.567 781.34,360.834 781.563,348.721 781.785,308.872 \n",
       "  782.007,332.259 782.229,336.757 782.451,313.173 782.674,287.054 782.896,346.307 783.118,247.113 783.34,277.882 783.562,300.646 783.785,256.468 784.007,296.645 \n",
       "  784.229,233.745 784.451,332.94 784.673,315.267 784.895,339.55 785.118,306.309 785.34,274.632 785.562,306.965 785.784,288.782 786.006,290.835 786.229,273.224 \n",
       "  786.451,273.224 786.673,343.975 786.895,321.759 787.117,387.786 787.34,370.437 787.562,350.014 787.784,269.23 788.006,348.352 788.228,359.665 788.45,315.198 \n",
       "  788.673,308.155 788.895,313.61 789.117,285.623 789.339,270.791 789.561,296.388 789.784,283.3 790.006,227.932 790.228,326.88 790.45,300.853 790.672,300.475 \n",
       "  790.895,231.499 791.117,256.863 791.339,252.347 791.561,307.319 791.783,283.152 792.005,344.24 792.228,328.786 792.45,387.869 792.672,319.567 792.894,317.775 \n",
       "  793.116,292.321 793.339,319.38 793.561,361.763 793.783,353.668 794.005,386.057 794.227,314.36 794.45,325.597 794.672,365.665 794.894,363.957 795.116,339.979 \n",
       "  795.338,356.817 795.56,347.602 795.783,311.407 796.005,322.167 796.227,354.799 796.449,302.453 796.671,281.816 796.894,270.493 797.116,244.365 797.338,302.328 \n",
       "  797.56,291.53 797.782,332.523 798.005,314.26 798.227,383.323 798.449,301.471 798.671,248.483 798.893,301.491 799.115,339.834 799.338,248.171 799.56,291.639 \n",
       "  799.782,330.871 800.004,307.156 800.226,322.311 800.449,280.923 800.671,195.74 800.893,216.658 801.115,309.999 801.337,313.464 801.559,355.744 801.782,324.237 \n",
       "  802.004,325.977 802.226,314.847 802.448,326.082 802.67,323.471 802.893,292.226 803.115,296.877 803.337,343.564 803.559,355.61 803.781,357.625 804.004,307.361 \n",
       "  804.226,336.421 804.448,259.144 804.67,281.536 804.892,280.278 805.114,285.208 805.337,318.871 805.559,322.7 805.781,299.544 806.003,299.544 806.225,338.635 \n",
       "  806.448,331.661 806.67,316.765 806.892,279.463 807.114,317.64 807.336,327.924 807.559,322.63 807.781,349.342 808.003,267.952 808.225,311.691 808.447,309.45 \n",
       "  808.669,290.02 808.892,304.724 809.114,248.438 809.336,306.596 809.558,287.817 809.78,250.974 810.003,240.835 810.225,268.924 810.447,280.544 810.669,250.624 \n",
       "  810.891,330.859 811.114,315.485 811.336,307.664 811.558,277.941 811.78,319.191 812.002,333.529 812.224,340.524 812.447,295.192 812.669,332.178 812.891,282.582 \n",
       "  813.113,272.541 813.335,353.492 813.558,307.257 813.78,257.882 814.002,263.491 814.224,299.815 814.446,294.144 814.669,250.24 814.891,272.584 815.113,287.822 \n",
       "  815.335,307.457 815.557,312.932 815.779,313.258 816.002,304.087 816.224,295.463 816.446,253.054 816.668,281.288 816.89,267.016 817.113,331.634 817.335,350.124 \n",
       "  817.557,324.4 817.779,304.143 818.001,263.614 818.224,324.016 818.446,316.061 818.668,274.823 818.89,265.242 819.112,261.168 819.334,270.883 819.557,309.604 \n",
       "  819.779,365.693 820.001,377.61 820.223,358.459 820.445,383.496 820.668,365.09 820.89,251.043 821.112,219.779 821.334,270.128 821.556,248.993 821.779,289.13 \n",
       "  822.001,301.867 822.223,362.712 822.445,262.456 822.667,296.947 822.889,308.423 823.112,268.196 823.334,331.962 823.556,276.994 823.778,271.487 824,313.432 \n",
       "  824.223,295.765 824.445,271.596 824.667,312.544 824.889,313.467 825.111,287.892 825.334,302.345 825.556,296.517 825.778,287.141 826,271.021 826.222,300.031 \n",
       "  826.444,322.368 826.667,315.463 826.889,297.077 827.111,291.03 827.333,293.284 827.555,296.595 827.778,332.223 828,298.302 828.222,312.57 828.444,267.845 \n",
       "  828.666,297.964 828.889,360.736 829.111,365.339 829.333,265.089 829.555,323.092 829.777,240.169 829.999,279.303 830.222,316.773 830.444,259.345 830.666,308.195 \n",
       "  830.888,296.15 831.11,341.148 831.333,292.423 831.555,340.864 831.777,301.633 831.999,266.684 832.221,265.352 832.444,290.572 832.666,338.573 832.888,313.177 \n",
       "  833.11,280.607 833.332,296.43 833.554,275.924 833.777,223.538 833.999,208.72 834.221,255.863 834.443,214.189 834.665,228.869 834.888,315.376 835.11,321.565 \n",
       "  835.332,288.934 835.554,240.542 835.776,309.399 835.999,306.186 836.221,343.947 836.443,341.016 836.665,253.307 836.887,338.673 837.109,361.534 837.332,359.091 \n",
       "  837.554,302.3 837.776,310.443 837.998,234.406 838.22,336.326 838.443,361.527 838.665,375.015 838.887,351.386 839.109,336.976 839.331,349.959 839.554,319.783 \n",
       "  839.776,243.226 839.998,254.226 840.22,280.587 840.442,284.14 840.664,282.96 840.887,340.441 841.109,355.623 841.331,320.728 841.553,221.626 841.775,254.567 \n",
       "  841.998,290.535 842.22,342.177 842.442,298.756 842.664,281.098 842.886,311.151 843.109,307.417 843.331,303.562 843.553,321.201 843.775,313.192 843.997,283.597 \n",
       "  844.219,224.228 844.442,333.994 844.664,396.895 844.886,337.257 845.108,358.929 845.33,338.307 845.553,348.634 845.775,312.988 845.997,361.42 846.219,321.983 \n",
       "  846.441,318.205 846.664,341.382 846.886,309.263 847.108,290.892 847.33,249.762 847.552,240.18 847.774,301.697 847.997,263.031 848.219,245.726 848.441,188.399 \n",
       "  848.663,282.971 848.885,264.17 849.108,263.124 849.33,341.173 849.552,243.62 849.774,277.945 849.996,272.134 850.218,339.554 850.441,299.275 850.663,333.733 \n",
       "  850.885,255.625 851.107,335.625 851.329,306.54 851.552,276.042 851.774,184.03 851.996,281.683 852.218,238.28 852.44,312.005 852.663,254.291 852.885,296.221 \n",
       "  853.107,347.767 853.329,365.44 853.551,364.917 853.773,306.874 853.996,302.321 854.218,201.944 854.44,372.838 854.662,315.276 854.884,319.045 855.107,301.739 \n",
       "  855.329,309.439 855.551,270.961 855.773,306.374 855.995,291.444 856.218,283.861 856.44,275.254 856.662,307.83 856.884,276.592 857.106,265.371 857.328,282.552 \n",
       "  857.551,286.97 857.773,315.684 857.995,326.737 858.217,341.277 858.439,338.321 858.662,360.106 858.884,296.463 859.106,358.412 859.328,307.461 859.55,217.244 \n",
       "  859.773,222.883 859.995,234.561 860.217,248.127 860.439,245.754 860.661,295.896 860.883,334.706 861.106,317.369 861.328,347.687 861.55,361.494 861.772,271.879 \n",
       "  861.994,270.373 862.217,285.44 862.439,282.816 862.661,275.075 862.883,294.701 863.105,304.254 863.328,296.526 863.55,309.517 863.772,323.805 863.994,325.202 \n",
       "  864.216,292.051 864.438,273.026 864.661,348.38 864.883,290.823 865.105,283.7 865.327,291.928 865.549,299.723 865.772,294.145 865.994,338.063 866.216,283.539 \n",
       "  866.438,255.654 866.66,302.825 866.883,292.554 867.105,271.36 867.327,351.514 867.549,327.998 867.771,301.345 867.993,318.95 868.216,360.718 868.438,331.244 \n",
       "  868.66,314.839 868.882,269.437 869.104,318.984 869.327,324.236 869.549,259.709 869.771,329.194 869.993,283.492 870.215,354.352 870.438,283.35 870.66,304.312 \n",
       "  870.882,247.362 871.104,306.849 871.326,287.407 871.548,308.478 871.771,279.786 871.993,287.772 872.215,291.284 872.437,296.965 872.659,265.189 872.882,310.676 \n",
       "  873.104,296.774 873.326,307.726 873.548,214.566 873.77,227.316 873.993,267.972 874.215,267.654 874.437,290.207 874.659,263.222 874.881,298.312 875.103,310.206 \n",
       "  875.326,341.397 875.548,382.348 875.77,300.696 875.992,311.893 876.214,337.304 876.437,325.218 876.659,260.573 876.881,278.609 877.103,348.304 877.325,320.419 \n",
       "  877.548,312.183 877.77,364.548 877.992,364.826 878.214,226.173 878.436,305.335 878.658,281.143 878.881,287.548 879.103,321.781 879.325,234.715 879.547,280.641 \n",
       "  879.769,308.464 879.992,306.606 880.214,326.655 880.436,312.714 880.658,278.714 880.88,345.696 881.103,301.009 881.325,232.607 881.547,318.945 881.769,328.942 \n",
       "  881.991,314.479 882.213,325.35 882.436,293.117 882.658,351.813 882.88,302.208 883.102,295.25 883.324,306.669 883.547,293.356 883.769,275.272 883.991,314.385 \n",
       "  884.213,319.949 884.435,235.116 884.658,328.904 884.88,325.249 885.102,320.218 885.324,231.031 885.546,273.893 885.768,317.807 885.991,326.695 886.213,316.338 \n",
       "  886.435,370.349 886.657,356.822 886.879,325.657 887.102,281.296 887.324,325.341 887.546,325.791 887.768,270.4 887.99,267.146 888.213,249.334 888.435,337.113 \n",
       "  888.657,314.578 888.879,386.186 889.101,335.77 889.323,318.764 889.546,282.843 889.768,331.872 889.99,320.178 890.212,328.435 890.434,339.346 890.657,298.769 \n",
       "  890.879,287.447 891.101,270.913 891.323,306.688 891.545,372.161 891.768,366.075 891.99,296.926 892.212,350.859 892.434,356.906 892.656,376.59 892.878,357.041 \n",
       "  893.101,281.339 893.323,214.592 893.545,312.758 893.767,233.765 893.989,343.722 894.212,265.062 894.434,338.132 894.656,279.961 894.878,252.817 895.1,358.943 \n",
       "  895.322,353.185 895.545,309.643 895.767,268.429 895.989,318.712 896.211,265.989 896.433,294.109 896.656,316.454 896.878,353.437 897.1,344.574 897.322,301.837 \n",
       "  897.544,301.971 897.767,307.687 897.989,361.307 898.211,354.006 898.433,334.894 898.655,334.894 898.877,353.828 899.1,310.758 899.322,322.221 899.544,247.97 \n",
       "  899.766,253.503 899.988,248.377 900.211,253.818 900.433,251.984 900.655,282.07 900.877,298.086 901.099,322.248 901.322,294.929 901.544,312.699 901.766,239.867 \n",
       "  901.988,245.295 902.21,253.012 902.432,305.455 902.655,273.28 902.877,299.169 903.099,306.647 903.321,292.023 903.543,310.966 903.766,307.977 903.988,262.286 \n",
       "  904.21,234.498 904.432,259.146 904.654,306.543 904.877,311.832 905.099,290.788 905.321,319.327 905.543,308.846 905.765,321.807 905.987,272.694 906.21,327.698 \n",
       "  906.432,348.958 906.654,290.352 906.876,332.981 907.098,310.102 907.321,298.956 907.543,329.231 907.765,303.073 907.987,268.24 908.209,306.393 908.432,207.8 \n",
       "  908.654,342.906 908.876,261.661 909.098,308.707 909.32,310.128 909.542,280.003 909.765,241.702 909.987,297.752 910.209,328.332 910.431,295.203 910.653,355.64 \n",
       "  910.876,351.629 911.098,316.697 911.32,364.142 911.542,338.744 911.764,251.179 911.987,295.713 912.209,318.052 912.431,317.62 912.653,299.852 912.875,282.211 \n",
       "  913.097,300.859 913.32,309.743 913.542,289.966 913.764,281.847 913.986,310.88 914.208,306.374 914.431,317.2 914.653,328.141 914.875,326.31 915.097,347.599 \n",
       "  915.319,321.273 915.542,281.777 915.764,290.903 915.986,287.838 916.208,394.009 916.43,243.553 916.652,277.369 916.875,310.072 917.097,281.956 917.319,273.214 \n",
       "  917.541,351.902 917.763,325.886 917.986,287.407 918.208,359.946 918.43,243.84 918.652,312.62 918.874,235.351 919.097,305.161 919.319,271.817 919.541,267.037 \n",
       "  919.763,308.183 919.985,255.036 920.207,332.979 920.43,369.879 920.652,270.969 920.874,276.431 921.096,270.553 921.318,285.844 921.541,299.772 921.763,258.892 \n",
       "  921.985,278.857 922.207,246.348 922.429,271.797 922.652,349.307 922.874,263.158 923.096,314.449 923.318,268.272 923.54,290.335 923.762,188.908 923.985,280.397 \n",
       "  924.207,205.444 924.429,264.187 924.651,340.548 924.873,339.755 925.096,277.006 925.318,292.715 925.54,267.829 925.762,321.924 925.984,306.007 926.207,218.148 \n",
       "  926.429,362.478 926.651,284.69 926.873,279.664 927.095,310.769 927.317,331.727 927.54,326.631 927.762,263.121 927.984,309.789 928.206,224.183 928.428,337.868 \n",
       "  928.651,263.029 928.873,272.84 929.095,275.821 929.317,276.737 929.539,347.399 929.762,272.797 929.984,318.156 930.206,328.353 930.428,363.057 930.65,358.604 \n",
       "  930.872,316.78 931.095,270.804 931.317,309.257 931.539,295.454 931.761,364.712 931.983,350.684 932.206,303.172 932.428,338.824 932.65,333.027 932.872,268.636 \n",
       "  933.094,228.659 933.317,301.565 933.539,305.033 933.761,287.149 933.983,357.804 934.205,329.972 934.427,270.275 934.65,291.795 934.872,302.408 935.094,321.343 \n",
       "  935.316,301.294 935.538,293.363 935.761,336.906 935.983,316.39 936.205,355.766 936.427,346.656 936.649,323.492 936.872,342.378 937.094,342.675 937.316,273.41 \n",
       "  937.538,302.839 937.76,275.688 937.982,286.095 938.205,282.172 938.427,345.743 938.649,275.891 938.871,329.621 939.093,313.469 939.316,300.421 939.538,302.081 \n",
       "  939.76,313.022 939.982,274.828 940.204,287.394 940.427,296.061 940.649,219.27 940.871,271.899 941.093,256.81 941.315,310.168 941.537,316.034 941.76,301.74 \n",
       "  941.982,270.574 942.204,276.313 942.426,276.935 942.648,254.933 942.871,302 943.093,350.61 943.315,329.845 943.537,333.216 943.759,305.592 943.981,333.708 \n",
       "  944.204,325.059 944.426,266.265 944.648,292.143 944.87,317.063 945.092,381.978 945.315,325.24 945.537,327.065 945.759,292.928 945.981,340.722 946.203,311.828 \n",
       "  946.426,308.859 946.648,301.375 946.87,331.273 947.092,313.755 947.314,264.88 947.536,240.49 947.759,244.303 947.981,297.243 948.203,327.604 948.425,345.526 \n",
       "  948.647,347.555 948.87,328.441 949.092,293.417 949.314,351.729 949.536,362.268 949.758,266.373 949.981,279.925 950.203,304.99 950.425,339.349 950.647,221.671 \n",
       "  950.869,247.953 951.091,365.231 951.314,363.244 951.536,376.729 951.758,354.092 951.98,309.461 952.202,365.538 952.425,334.571 952.647,327.165 952.869,303.662 \n",
       "  953.091,328.826 953.313,321.467 953.536,376.209 953.758,337.818 953.98,328.1 954.202,326.894 954.424,338.691 954.646,357.872 954.869,301.127 955.091,301.127 \n",
       "  955.313,333.813 955.535,330.692 955.757,336.541 955.98,308.417 956.202,270.402 956.424,287.649 956.646,269.106 956.868,298.592 957.091,314.668 957.313,275.869 \n",
       "  957.535,316.786 957.757,219.035 957.979,221.718 958.201,228.708 958.424,324.669 958.646,332.573 958.868,291.396 959.09,371.141 959.312,341.931 959.535,362.116 \n",
       "  959.757,372.154 959.979,355.072 960.201,353.171 960.423,353.583 960.646,343.702 960.868,331.689 961.09,371.712 961.312,307.794 961.534,315.581 961.756,288.098 \n",
       "  961.979,302.095 962.201,303.287 962.423,279.83 962.645,276.875 962.867,256.77 963.09,335.347 963.312,267.864 963.534,306.18 963.756,281.113 963.978,300.766 \n",
       "  964.201,290.096 964.423,334.36 964.645,314.067 964.867,247.832 965.089,210.813 965.311,260.621 965.534,232.461 965.756,290.429 965.978,210.429 966.2,218.129 \n",
       "  966.422,226.49 966.645,279.063 966.867,297.112 967.089,312.319 967.311,355.949 967.533,284.493 967.756,261.696 967.978,300.436 968.2,315.881 968.422,328.566 \n",
       "  968.644,327.838 968.866,295.794 969.089,339.085 969.311,286.417 969.533,324.068 969.755,294.687 969.977,295.749 970.2,328.067 970.422,335.924 970.644,311.291 \n",
       "  970.866,322.835 971.088,308.378 971.311,295.708 971.533,304.29 971.755,232.088 971.977,357.974 972.199,318.503 972.421,305.291 972.644,239.043 972.866,258.479 \n",
       "  973.088,239.406 973.31,222.918 973.532,217.856 973.755,314.558 973.977,269.164 974.199,311.328 974.421,330.897 974.643,309.985 974.866,376.192 975.088,419.814 \n",
       "  975.31,337.381 975.532,289.263 975.754,321.463 975.976,303.173 976.199,282.832 976.421,288.019 976.643,328.593 976.865,334.625 977.087,350.526 977.31,252.794 \n",
       "  977.532,264.314 977.754,256.278 977.976,299.681 978.198,322.83 978.421,311.103 978.643,326.762 978.865,320.509 979.087,355.932 979.309,240.481 979.531,292.137 \n",
       "  979.754,306.321 979.976,304.054 980.198,312.865 980.42,283.386 980.642,162.865 980.865,266.592 981.087,258.902 981.309,291.734 981.531,253.032 981.753,295.37 \n",
       "  981.976,282.131 982.198,291.014 982.42,299.5 982.642,296.591 982.864,249.202 983.086,348.666 983.309,330.646 983.531,309.276 983.753,355.822 983.975,374.664 \n",
       "  984.197,261.45 984.42,302.83 984.642,280.314 984.864,291.496 985.086,258.599 985.308,319.851 985.531,338.248 985.753,351.133 985.975,356.744 986.197,350.443 \n",
       "  986.419,233.257 986.641,239.993 986.864,309.828 987.086,282.252 987.308,307.483 987.53,287.383 987.752,283.864 987.975,275.223 988.197,222.11 988.419,222.11 \n",
       "  988.641,260.325 988.863,286.034 989.086,267.759 989.308,281.852 989.53,317.734 989.752,280.126 989.974,289.521 990.196,330.09 990.419,319.892 990.641,273.994 \n",
       "  990.863,287.513 991.085,237.617 991.307,261.706 991.53,266.658 991.752,332.064 991.974,322.977 992.196,316.798 992.418,291.756 992.64,228.459 992.863,352.12 \n",
       "  993.085,298.421 993.307,266.821 993.529,278.449 993.751,297.607 993.974,313.897 994.196,296.463 994.418,286.25 994.64,338.816 994.862,313.989 995.085,291.328 \n",
       "  995.307,217.413 995.529,307.704 995.751,320.069 995.973,335.336 996.195,291.253 996.418,269.612 996.64,326.29 996.862,297.683 997.084,347.418 997.306,321.605 \n",
       "  997.529,290.029 997.751,263.148 997.973,336.311 998.195,264.249 998.417,202.802 998.64,312.956 998.862,331.5 999.084,338.838 999.306,329.964 999.528,281.131 \n",
       "  999.75,351.731 999.973,287.979 1000.19,306.207 1000.42,331.435 1000.64,320.045 1000.86,296.528 1001.08,353.134 1001.31,316.791 1001.53,318.738 1001.75,299.486 \n",
       "  1001.97,324.754 1002.19,331.773 1002.42,260.599 1002.64,306.573 1002.86,326.493 1003.08,264.97 1003.31,300.877 1003.53,279.549 1003.75,291.212 1003.97,288.498 \n",
       "  1004.19,294.55 1004.42,294.673 1004.64,310.361 1004.86,293.275 1005.08,227.307 1005.31,219.573 1005.53,294.529 1005.75,361.928 1005.97,363.647 1006.19,265.368 \n",
       "  1006.42,252.708 1006.64,295.952 1006.86,287.693 1007.08,340.106 1007.3,297.383 1007.53,300.329 1007.75,298.662 1007.97,267.307 1008.19,306.709 1008.42,314.249 \n",
       "  1008.64,352.965 1008.86,342.745 1009.08,316.928 1009.3,282.199 1009.53,231.444 1009.75,307.793 1009.97,359.343 1010.19,345.608 1010.42,352.039 1010.64,283.872 \n",
       "  1010.86,309.788 1011.08,288.536 1011.3,345.986 1011.53,302.254 1011.75,290.085 1011.97,287.58 1012.19,269.739 1012.42,247.496 1012.64,316.466 1012.86,332.127 \n",
       "  1013.08,273.499 1013.3,267.669 1013.53,327.823 1013.75,281.529 1013.97,301.015 1014.19,246.755 1014.41,278.518 1014.64,277.636 1014.86,300.079 1015.08,288.199 \n",
       "  1015.3,315.768 1015.53,295.204 1015.75,197.775 1015.97,363.051 1016.19,332.134 1016.41,300.615 1016.64,270.579 1016.86,246.188 1017.08,314.514 1017.3,278.907 \n",
       "  1017.53,307.398 1017.75,296.399 1017.97,319.815 1018.19,332.028 1018.41,302.393 1018.64,263.141 1018.86,262.603 1019.08,306.855 1019.3,312.13 1019.53,208.402 \n",
       "  1019.75,246.502 1019.97,207.819 1020.19,266.156 1020.41,361.262 1020.64,316.176 1020.86,323.66 1021.08,329.675 1021.3,362.564 1021.52,227.244 1021.75,312.023 \n",
       "  1021.97,325.565 1022.19,317.22 1022.41,355.877 1022.64,314.099 1022.86,293.076 1023.08,288.112 1023.3,303.897 1023.52,304.873 1023.75,307.534 1023.97,255.413 \n",
       "  1024.19,277.304 1024.41,292.364 1024.64,251.874 1024.86,277.869 1025.08,254.461 1025.3,249.23 1025.52,273.774 1025.75,298.596 1025.97,312.515 1026.19,261.009 \n",
       "  1026.41,337.713 1026.64,305.304 1026.86,324.731 1027.08,219.234 1027.3,285.123 1027.52,310.618 1027.75,305.766 1027.97,261.14 1028.19,358.153 1028.41,353.167 \n",
       "  1028.63,364.671 1028.86,363.459 1029.08,230.585 1029.3,230.585 1029.52,240.56 1029.75,269.291 1029.97,184.49 1030.19,256.914 1030.41,304.674 1030.63,325.233 \n",
       "  1030.86,265.547 1031.08,277.592 1031.3,363.416 1031.52,268.997 1031.75,179.944 1031.97,409.357 1032.19,298.552 1032.41,238.548 1032.63,200.611 1032.86,259.168 \n",
       "  1033.08,351.922 1033.3,260.793 1033.52,266.685 1033.75,362.698 1033.97,380.988 1034.19,363.774 1034.41,279.433 1034.63,333.402 1034.86,374.413 1035.08,305.261 \n",
       "  1035.3,350.305 1035.52,321.759 1035.74,311.138 1035.97,323.373 1036.19,336.324 1036.41,290.728 1036.63,267.041 1036.86,289.983 1037.08,293.819 1037.3,295.37 \n",
       "  1037.52,325.878 1037.74,345.204 1037.97,330.62 1038.19,327.647 1038.41,250.49 1038.63,260.631 1038.86,235.628 1039.08,287.238 1039.3,288.558 1039.52,289.901 \n",
       "  1039.74,308.558 1039.97,325.547 1040.19,295.934 1040.41,245.649 1040.63,336.657 1040.86,260.154 1041.08,336.442 1041.3,360.835 1041.52,306.976 1041.74,335.511 \n",
       "  1041.97,361.632 1042.19,259.573 1042.41,325.892 1042.63,280.607 1042.85,284.094 1043.08,309.555 1043.3,294.406 1043.52,282.873 1043.74,301.492 1043.97,276.909 \n",
       "  1044.19,224.387 1044.41,227.388 1044.63,229.089 1044.85,298.996 1045.08,312.183 1045.3,326.144 1045.52,320.593 1045.74,278.308 1045.97,270.711 1046.19,285.571 \n",
       "  1046.41,300.757 1046.63,298.602 1046.85,309.835 1047.08,357.984 1047.3,314.444 1047.52,286.783 1047.74,252.995 1047.97,244.297 1048.19,279.211 1048.41,340.624 \n",
       "  1048.63,337.136 1048.85,274.017 1049.08,271.732 1049.3,253.969 1049.52,308.986 1049.74,288.071 1049.96,305.818 1050.19,269.274 1050.41,291.635 1050.63,276.188 \n",
       "  1050.85,279.631 1051.08,256.957 1051.3,264.728 1051.52,317.083 1051.74,273.909 1051.96,227.947 1052.19,258.42 1052.41,268.081 1052.63,312.287 1052.85,256.333 \n",
       "  1053.08,357.247 1053.3,238.236 1053.52,264 1053.74,245.384 1053.96,233.878 1054.19,212.38 1054.41,257.405 1054.63,257.867 1054.85,268.586 1055.08,272.218 \n",
       "  1055.3,268.254 1055.52,293.484 1055.74,323.907 1055.96,250.954 1056.19,272.949 1056.41,376.734 1056.63,340.815 1056.85,345.807 1057.07,307.668 1057.3,272.009 \n",
       "  1057.52,262.974 1057.74,265.226 1057.96,228.681 1058.19,309.965 1058.41,280.819 1058.63,295.858 1058.85,267.402 1059.07,238.302 1059.3,306.684 1059.52,344.351 \n",
       "  1059.74,324.144 1059.96,352.976 1060.19,228.117 1060.41,261.71 1060.63,268.33 1060.85,249.715 1061.07,257.862 1061.3,343.886 1061.52,266.37 1061.74,229.073 \n",
       "  1061.96,256.554 1062.19,267.268 1062.41,307.226 1062.63,340.692 1062.85,346.079 1063.07,298.552 1063.3,357.384 1063.52,330.154 1063.74,269.108 1063.96,264.32 \n",
       "  1064.18,252.082 1064.41,344.126 1064.63,347.78 1064.85,224.157 1065.07,307.311 1065.3,318.166 1065.52,330.641 1065.74,253.56 1065.96,246.801 1066.18,308.433 \n",
       "  1066.41,286.501 1066.63,329.114 1066.85,334.588 1067.07,300.727 1067.3,339.759 1067.52,330.667 1067.74,364.179 1067.96,274.695 1068.18,296.289 1068.41,307.954 \n",
       "  1068.63,356.529 1068.85,281.003 1069.07,311.845 1069.3,271.414 1069.52,323.391 1069.74,256.744 1069.96,320.607 1070.18,360.297 1070.41,289.913 1070.63,248.856 \n",
       "  1070.85,320.924 1071.07,314.397 1071.29,271.228 1071.52,300.439 1071.74,317.17 1071.96,298.634 1072.18,265.402 1072.41,327.359 1072.63,302.811 1072.85,300.778 \n",
       "  1073.07,356.34 1073.29,307.394 1073.52,293.055 1073.74,337.702 1073.96,318.124 1074.18,282.23 1074.41,269.407 1074.63,355.967 1074.85,184.989 1075.07,322.008 \n",
       "  1075.29,292.391 1075.52,318.006 1075.74,285.225 1075.96,312.735 1076.18,244.966 1076.41,265.897 1076.63,337.409 1076.85,314.453 1077.07,246.016 1077.29,253.879 \n",
       "  1077.52,252.409 1077.74,260.517 1077.96,331.195 1078.18,337.305 1078.4,318.324 1078.63,296.252 1078.85,267.333 1079.07,274.735 1079.29,255.715 1079.52,311.303 \n",
       "  1079.74,278.725 1079.96,298.471 1080.18,283.069 1080.4,298.842 1080.63,308.1 1080.85,323.375 1081.07,291.75 1081.29,322.484 1081.52,367.748 1081.74,330.203 \n",
       "  1081.96,321.821 1082.18,320.301 1082.4,362.558 1082.63,300.532 1082.85,339.32 1083.07,325.352 1083.29,329.044 1083.52,304.41 1083.74,264.043 1083.96,315.331 \n",
       "  1084.18,309.863 1084.4,385.378 1084.63,364.264 1084.85,313.297 1085.07,282.236 1085.29,296.515 1085.51,340.533 1085.74,277.23 1085.96,285.068 1086.18,267.813 \n",
       "  1086.4,308.131 1086.63,308.131 1086.85,260.68 1087.07,323.225 1087.29,241.57 1087.51,289.261 1087.74,325.84 1087.96,331.936 1088.18,332.981 1088.4,333.441 \n",
       "  1088.63,290.355 1088.85,272.148 1089.07,308.223 1089.29,327.64 1089.51,313.43 1089.74,305.958 1089.96,293.295 1090.18,316.711 1090.4,225.865 1090.63,241.498 \n",
       "  1090.85,287.476 1091.07,298.897 1091.29,276.352 1091.51,267.825 1091.74,289.011 1091.96,288.143 1092.18,299.556 1092.4,239.9 1092.62,287.2 1092.85,262.259 \n",
       "  1093.07,305.357 1093.29,265.781 1093.51,344.965 1093.74,353.961 1093.96,375.089 1094.18,343.544 1094.4,322.516 1094.62,262.31 1094.85,299.254 1095.07,306.855 \n",
       "  1095.29,292.395 1095.51,253.077 1095.74,267.191 1095.96,333 1096.18,320.078 1096.4,327.942 1096.62,290.303 1096.85,357.812 1097.07,358.539 1097.29,322.798 \n",
       "  1097.51,276.429 1097.74,296.936 1097.96,290.297 1098.18,280.79 1098.4,262.998 1098.62,290.479 1098.85,358.729 1099.07,283.258 1099.29,387.118 1099.51,349.19 \n",
       "  1099.73,312.267 1099.96,258.814 1100.18,274.518 1100.4,260.502 1100.62,311.265 1100.85,290.263 1101.07,313.374 1101.29,260.558 1101.51,275.327 1101.73,305.677 \n",
       "  1101.96,301.544 1102.18,264.215 1102.4,252.624 1102.62,284.066 1102.85,343.55 1103.07,343.896 1103.29,264.587 1103.51,330.597 1103.73,306.984 1103.96,293.91 \n",
       "  1104.18,292.128 1104.4,292.148 1104.62,324.864 1104.85,287.457 1105.07,321.106 1105.29,283.754 1105.51,304.085 1105.73,297.215 1105.96,297.97 1106.18,305.282 \n",
       "  1106.4,353.542 1106.62,310.401 1106.84,247.218 1107.07,224.169 1107.29,272.269 1107.51,228.184 1107.73,221.076 1107.96,281.484 1108.18,312.885 1108.4,281.098 \n",
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       "  428.729,240.826 428.952,393.178 429.174,334.844 429.396,288.813 429.618,291.442 429.84,290.803 430.062,285.155 430.285,296.403 430.507,306.324 430.729,296.502 \n",
       "  430.951,301.615 431.173,299.35 431.396,297.056 431.618,328.829 431.84,327.599 432.062,359.519 432.284,344.055 432.507,357.689 432.729,321.166 432.951,324.852 \n",
       "  433.173,324.852 433.395,316.084 433.617,332.289 433.84,293.907 434.062,305.912 434.284,273.749 434.506,354.692 434.728,290.691 434.951,260.69 435.173,289.329 \n",
       "  435.395,265.63 435.617,278.695 435.839,268.965 436.062,334.413 436.284,248.229 436.506,265.469 436.728,251.034 436.95,307.582 437.172,225.069 437.395,287.549 \n",
       "  437.617,256.222 437.839,348.726 438.061,325.694 438.283,307.048 438.506,290.365 438.728,344.262 438.95,348.468 439.172,304.912 439.394,313.438 439.617,296.918 \n",
       "  439.839,295.731 440.061,304.126 440.283,304.874 440.505,301.363 440.727,299.109 440.95,266.068 441.172,311.775 441.394,278.858 441.616,301.649 441.838,258.837 \n",
       "  442.061,323.363 442.283,293.178 442.505,256.953 442.727,288.18 442.949,267.139 443.172,272.318 443.394,307.75 443.616,301.182 443.838,326.132 444.06,316.407 \n",
       "  444.282,316.407 444.505,354.702 444.727,300.882 444.949,295.307 445.171,298.279 445.393,286.418 445.616,276.4 445.838,270.264 446.06,305.43 446.282,348.386 \n",
       "  446.504,344.486 446.727,347.827 446.949,275.406 447.171,267.184 447.393,283.55 447.615,279.191 447.837,306.502 448.06,273.739 448.282,270.518 448.504,286.641 \n",
       "  448.726,302.846 448.948,339.114 449.171,299.46 449.393,341.551 449.615,308.48 449.837,328.684 450.059,393.839 450.282,304.336 450.504,302.811 450.726,267.605 \n",
       "  450.948,290.468 451.17,368.455 451.392,324.855 451.615,335.379 451.837,265.031 452.059,317.707 452.281,331.39 452.503,309.625 452.726,280.5 452.948,378.996 \n",
       "  453.17,328.652 453.392,372.172 453.614,360.593 453.837,345.64 454.059,336.566 454.281,325.432 454.503,349.291 454.725,358.982 454.947,267.228 455.17,315.371 \n",
       "  455.392,285.975 455.614,310.853 455.836,296.704 456.058,335.976 456.281,272.502 456.503,271.509 456.725,302.143 456.947,306.917 457.169,268.05 457.392,282.135 \n",
       "  457.614,292.595 457.836,300.303 458.058,269.26 458.28,314.475 458.502,317.13 458.725,330.177 458.947,302.999 459.169,311.84 459.391,265.93 459.613,243.76 \n",
       "  459.836,319.446 460.058,275.638 460.28,289.129 460.502,356.777 460.724,312.733 460.947,341.551 461.169,326.272 461.391,338.066 461.613,346.119 461.835,370.545 \n",
       "  462.057,335.468 462.28,360.503 462.502,296.317 462.724,313.825 462.946,325.766 463.168,238.474 463.391,273.79 463.613,296.509 463.835,266.202 464.057,257.024 \n",
       "  464.279,284.525 464.501,293.069 464.724,328.941 464.946,298.538 465.168,319.082 465.39,321.008 465.612,274.216 465.835,253.983 466.057,309.31 466.279,300.31 \n",
       "  466.501,293.157 466.723,331.04 466.946,265.746 467.168,277.353 467.39,291.156 467.612,312.646 467.834,302.377 468.056,332.375 468.279,364.799 468.501,337.265 \n",
       "  468.723,323.661 468.945,252.062 469.167,286.778 469.39,297.829 469.612,274.069 469.834,321.4 470.056,277.825 470.278,260.334 470.501,270.717 470.723,273.332 \n",
       "  470.945,231.222 471.167,303.366 471.389,235.06 471.611,292.999 471.834,252.536 472.056,246.527 472.278,285.351 472.5,297.332 472.722,259.762 472.945,211.811 \n",
       "  473.167,311.446 473.389,349.66 473.611,275.867 473.833,297.79 474.056,274.234 474.278,263.387 474.5,277.813 474.722,271.899 474.944,341.217 475.166,330.734 \n",
       "  475.389,270.265 475.611,320.653 475.833,366.779 476.055,368.389 476.277,401.461 476.5,309.617 476.722,317.867 476.944,321.487 477.166,273.413 477.388,314.485 \n",
       "  477.611,322.274 477.833,301.379 478.055,301.379 478.277,287.377 478.499,310.064 478.721,339.097 478.944,339.363 479.166,346.86 479.388,332.134 479.61,299.52 \n",
       "  479.832,273.758 480.055,270.948 480.277,313.336 480.499,309.734 480.721,273.987 480.943,314.729 481.166,250.929 481.388,324.92 481.61,304.604 481.832,320.534 \n",
       "  482.054,318.087 482.276,295.812 482.499,279.599 482.721,297.989 482.943,324.249 483.165,244.089 483.387,239.698 483.61,299.191 483.832,294.77 484.054,298.038 \n",
       "  484.276,307.984 484.498,271.284 484.721,313.581 484.943,265.253 485.165,216.931 485.387,240.217 485.609,351.027 485.831,258.381 486.054,277.226 486.276,312.754 \n",
       "  486.498,320.208 486.72,264.469 486.942,298.142 487.165,341.007 487.387,304.154 487.609,297.215 487.831,288.793 488.053,286.878 488.276,250.749 488.498,230.276 \n",
       "  488.72,342.733 488.942,337.791 489.164,352.389 489.386,292.346 489.609,295.377 489.831,376.605 490.053,349.922 490.275,371.153 490.497,351.124 490.72,240.888 \n",
       "  490.942,251.716 491.164,208.834 491.386,281.987 491.608,249.199 491.831,346.75 492.053,328.962 492.275,306.824 492.497,308.721 492.719,293.963 492.941,332.843 \n",
       "  493.164,366.985 493.386,369.686 493.608,319.345 493.83,336.538 494.052,293.19 494.275,312.393 494.497,334.394 494.719,260.799 494.941,334.044 495.163,257.805 \n",
       "  495.386,278.322 495.608,324.132 495.83,315.194 496.052,291.212 496.274,279.235 496.496,304.149 496.719,337.915 496.941,286.876 497.163,253.035 497.385,292.39 \n",
       "  497.607,276.798 497.83,302.59 498.052,309.128 498.274,323.641 498.496,315.428 498.718,310.017 498.941,322.528 499.163,322.783 499.385,334.809 499.607,331.704 \n",
       "  499.829,190.544 500.051,233.194 500.274,233.194 500.496,236.852 500.718,282.452 500.94,366.9 501.162,377.319 501.385,195.598 501.607,253.735 501.829,262.683 \n",
       "  502.051,240.973 502.273,337.676 502.496,320.068 502.718,296.014 502.94,314.633 503.162,327.133 503.384,241.232 503.606,273.647 503.829,309.942 504.051,259.079 \n",
       "  504.273,274.437 504.495,282.207 504.717,341.38 504.94,289.935 505.162,303.058 505.384,310.361 505.606,293.517 505.828,274.548 506.051,322.108 506.273,311.583 \n",
       "  506.495,304.101 506.717,319.738 506.939,328.83 507.161,315.922 507.384,319.735 507.606,333.068 507.828,294.961 508.05,236.392 508.272,237.974 508.495,254.086 \n",
       "  508.717,232.132 508.939,218.72 509.161,305.289 509.383,287.313 509.606,318.812 509.828,291.941 510.05,284.865 510.272,282.115 510.494,282.773 510.716,284.472 \n",
       "  510.939,289.101 511.161,315.097 511.383,351.927 511.605,313.545 511.827,257.431 512.05,342.733 512.272,287.507 512.494,268.392 512.716,237.635 512.938,367.869 \n",
       "  513.16,327.473 513.383,358.558 513.605,295.478 513.827,259.315 514.049,329.414 514.271,263.451 514.494,336.1 514.716,305.504 514.938,321.954 515.16,303.079 \n",
       "  515.382,247.253 515.605,241.762 515.827,272.989 516.049,261.665 516.271,248.028 516.493,322.473 516.715,294.277 516.938,307.884 517.16,304.738 517.382,292.137 \n",
       "  517.604,304.346 517.826,343.778 518.049,245.306 518.271,218.2 518.493,320.705 518.715,283.229 518.937,268.185 519.16,245.304 519.382,359.429 519.604,247.564 \n",
       "  519.826,346.095 520.048,315.518 520.27,258.446 520.493,294.562 520.715,280.541 520.937,270.692 521.159,269.048 521.381,298.698 521.604,284.116 521.826,357.182 \n",
       "  522.048,375.811 522.27,286.378 522.492,307.934 522.715,383.45 522.937,367.606 523.159,360.84 523.381,360.671 523.603,327.257 523.825,328.964 524.048,268.547 \n",
       "  524.27,243.019 524.492,283.795 524.714,340.077 524.936,332.31 525.159,337.243 525.381,291.711 525.603,367.192 525.825,293.634 526.047,283.784 526.27,313.991 \n",
       "  526.492,276.167 526.714,284.948 526.936,298.673 527.158,330.978 527.38,330.978 527.603,307.974 527.825,301.556 528.047,294.811 528.269,322.597 528.491,308.034 \n",
       "  528.714,316.134 528.936,330.399 529.158,243.476 529.38,231.599 529.602,276.373 529.825,209.814 530.047,251.844 530.269,280.025 530.491,289.83 530.713,324.434 \n",
       "  530.935,308.397 531.158,257.408 531.38,319.887 531.602,313.688 531.824,288.684 532.046,317.504 532.269,320.014 532.491,296.937 532.713,334.942 532.935,323.853 \n",
       "  533.157,274.457 533.38,338.083 533.602,322.641 533.824,278.249 534.046,278.249 534.268,306.119 534.49,306.956 534.713,279.903 534.935,320.332 535.157,278.054 \n",
       "  535.379,300.802 535.601,298.195 535.824,285.871 536.046,291.517 536.268,282.241 536.49,271.523 536.712,309.252 536.935,331.852 537.157,290.412 537.379,282.39 \n",
       "  537.601,268.833 537.823,283.78 538.045,260.543 538.268,295.451 538.49,354.76 538.712,274.112 538.934,264.586 539.156,302.37 539.379,310.077 539.601,318.29 \n",
       "  539.823,285.441 540.045,360.818 540.267,320.328 540.49,353.518 540.712,345.608 540.934,336.382 541.156,327.826 541.378,340.997 541.6,352.716 541.823,335.701 \n",
       "  542.045,292.871 542.267,287.769 542.489,297.628 542.711,237.117 542.934,309.575 543.156,280.054 543.378,278.252 543.6,320.877 543.822,324.357 544.045,273.207 \n",
       "  544.267,232.443 544.489,305.506 544.711,285.515 544.933,285.342 545.155,245.12 545.378,337.645 545.6,296.348 545.822,363.931 546.044,326.032 546.266,347.327 \n",
       "  546.489,353.539 546.711,379.716 546.933,348.433 547.155,257.914 547.377,261.667 547.6,285.558 547.822,282.988 548.044,304.524 548.266,378.373 548.488,400.826 \n",
       "  548.71,350.691 548.933,353.261 549.155,319.26 549.377,315.757 549.599,315.757 549.821,305.646 550.044,304.952 550.266,331.537 550.488,347.79 550.71,356.492 \n",
       "  550.932,345.616 551.155,350.858 551.377,336.814 551.599,348.412 551.821,246.258 552.043,294.88 552.265,387.903 552.488,344.47 552.71,343.133 552.932,288.075 \n",
       "  553.154,310.138 553.376,315.182 553.599,342.726 553.821,272.868 554.043,292.026 554.265,274.296 554.487,281.515 554.71,308.854 554.932,314.332 555.154,327.906 \n",
       "  555.376,268.377 555.598,340.692 555.82,361.894 556.043,273.96 556.265,316.229 556.487,305.108 556.709,286.493 556.931,321.552 557.154,324.219 557.376,301.231 \n",
       "  557.598,280.691 557.82,287.372 558.042,297.21 558.265,316.522 558.487,318.533 558.709,332.822 558.931,371.216 559.153,397.084 559.375,291.885 559.598,295.341 \n",
       "  559.82,323.968 560.042,341.64 560.264,234.653 560.486,269.337 560.709,278.685 560.931,289.195 561.153,281.27 561.375,302.501 561.597,261.975 561.819,350.115 \n",
       "  562.042,347.36 562.264,311.948 562.486,315.394 562.708,305.479 562.93,291.055 563.153,314.385 563.375,248.211 563.597,263.962 563.819,213.28 564.041,238.016 \n",
       "  564.264,335.626 564.486,301.821 564.708,291.182 564.93,292.728 565.152,298.464 565.374,268.639 565.597,351.973 565.819,314.736 566.041,314.736 566.263,343.069 \n",
       "  566.485,295.85 566.708,335.618 566.93,342.176 567.152,324.297 567.374,256.165 567.596,351.369 567.819,281.516 568.041,249.919 568.263,287.5 568.485,320.875 \n",
       "  568.707,329.467 568.929,356.181 569.152,291.342 569.374,313.455 569.596,348.747 569.818,306.301 570.04,349.202 570.263,247.748 570.485,303.728 570.707,318.349 \n",
       "  570.929,282.058 571.151,325.459 571.374,245.296 571.596,324.06 571.818,342.42 572.04,339.648 572.262,352.759 572.484,267.828 572.707,283.683 572.929,295.058 \n",
       "  573.151,280.093 573.373,217.139 573.595,292.776 573.818,299.093 574.04,257.623 574.262,300.024 574.484,307.429 574.706,307.852 574.929,307.362 575.151,323.619 \n",
       "  575.373,357.467 575.595,364.155 575.817,334.087 576.039,349.244 576.262,278.56 576.484,353.042 576.706,313.291 576.928,292.889 577.15,294.061 577.373,312.823 \n",
       "  577.595,251.068 577.817,264.767 578.039,317.626 578.261,337.625 578.484,331.583 578.706,256.21 578.928,231.726 579.15,306.785 579.372,341.046 579.594,333.02 \n",
       "  579.817,333.02 580.039,329.367 580.261,253.871 580.483,282.263 580.705,337.785 580.928,380.067 581.15,375.277 581.372,306.846 581.594,316.278 581.816,240.765 \n",
       "  582.039,276.171 582.261,229.32 582.483,303.388 582.705,336.491 582.927,291.595 583.149,252.711 583.372,272.88 583.594,296.121 583.816,260.276 584.038,235.084 \n",
       "  584.26,312.474 584.483,332.904 584.705,293.839 584.927,321.332 585.149,299.84 585.371,320.259 585.594,242.949 585.816,242.292 586.038,308.897 586.26,312.764 \n",
       "  586.482,316.275 586.704,328.909 586.927,312.376 587.149,296.778 587.371,302.63 587.593,355.163 587.815,347.65 588.038,259.337 588.26,240.291 588.482,337.699 \n",
       "  588.704,268.452 588.926,281.48 589.149,293.988 589.371,313.802 589.593,302.789 589.815,280.106 590.037,282.317 590.259,328.463 590.482,305.676 590.704,331.622 \n",
       "  590.926,316.196 591.148,313.462 591.37,260 591.593,328.291 591.815,310.648 592.037,262.983 592.259,286.317 592.481,291.857 592.704,320.171 592.926,331.56 \n",
       "  593.148,304.689 593.37,259.239 593.592,297.869 593.814,335.77 594.037,388.028 594.259,267.491 594.481,315.877 594.703,302.817 594.925,238.737 595.148,300.528 \n",
       "  595.37,266.018 595.592,260.491 595.814,358.666 596.036,338.797 596.259,275.987 596.481,264.722 596.703,291.155 596.925,282.397 597.147,333.406 597.369,303.772 \n",
       "  597.592,295.205 597.814,281.296 598.036,272.546 598.258,201.291 598.48,309.811 598.703,321.305 598.925,313.258 599.147,303.767 599.369,293.091 599.591,301.184 \n",
       "  599.814,247.817 600.036,265.035 600.258,273.994 600.48,379.635 600.702,339.708 600.924,223.774 601.147,297.843 601.369,264.253 601.591,225.833 601.813,300.08 \n",
       "  602.035,300.509 602.258,322.383 602.48,284.013 602.702,347.61 602.924,306.864 603.146,286.892 603.369,304.603 603.591,322.33 603.813,279.639 604.035,260.716 \n",
       "  604.257,287.198 604.479,324.629 604.702,357.654 604.924,384.792 605.146,330.717 605.368,343.174 605.59,360.749 605.813,267.027 606.035,342.266 606.257,285.488 \n",
       "  606.479,299.951 606.701,296.903 606.924,314.173 607.146,224.306 607.368,282.155 607.59,278.438 607.812,293.361 608.034,248.828 608.257,361.537 608.479,355.798 \n",
       "  608.701,330.867 608.923,300.045 609.145,299.002 609.368,328.994 609.59,317.41 609.812,370.993 610.034,311.966 610.256,297.495 610.478,216.271 610.701,315.012 \n",
       "  610.923,300.602 611.145,299.441 611.367,293.217 611.589,327.69 611.812,312.396 612.034,284.18 612.256,342.9 612.478,313.582 612.7,340.993 612.923,319.709 \n",
       "  613.145,358.103 613.367,347.33 613.589,408.45 613.811,283.442 614.033,372.232 614.256,357.784 614.478,300.766 614.7,329.353 614.922,268.18 615.144,336.839 \n",
       "  615.367,323.772 615.589,226.183 615.811,277.523 616.033,342.458 616.255,344.668 616.478,327.571 616.7,320.556 616.922,306.895 617.144,325.514 617.366,241.517 \n",
       "  617.588,318.592 617.811,303.908 618.033,303.521 618.255,307.204 618.477,315.087 618.699,257.487 618.922,242.606 619.144,220.15 619.366,258.462 619.588,315.144 \n",
       "  619.81,272.603 620.033,263.797 620.255,313.062 620.477,288.124 620.699,290.572 620.921,253.206 621.143,278.507 621.366,277.828 621.588,280.63 621.81,316.32 \n",
       "  622.032,263.416 622.254,267.268 622.477,275.3 622.699,276.292 622.921,282.971 623.143,317.373 623.365,353.282 623.588,312.022 623.81,245.659 624.032,326.7 \n",
       "  624.254,256.235 624.476,266.665 624.698,267.683 624.921,228.77 625.143,303.871 625.365,309.246 625.587,317.503 625.809,347.487 626.032,384.694 626.254,342.522 \n",
       "  626.476,315.378 626.698,310.77 626.92,369.938 627.143,357.256 627.365,281.686 627.587,296.41 627.809,308.246 628.031,307.515 628.253,270.704 628.476,307.153 \n",
       "  628.698,320.155 628.92,313.814 629.142,356.821 629.364,348.064 629.587,338.146 629.809,326.868 630.031,346.068 630.253,309.7 630.475,264.29 630.698,340.062 \n",
       "  630.92,309.998 631.142,310.609 631.364,209.117 631.586,320.008 631.808,260.974 632.031,304.864 632.253,236.032 632.475,252.656 632.697,284.699 632.919,295.642 \n",
       "  633.142,334.171 633.364,392.479 633.586,270.441 633.808,313.657 634.03,287.509 634.253,255.237 634.475,324.591 634.697,338.375 634.919,306.281 635.141,341.938 \n",
       "  635.363,255.854 635.586,306.894 635.808,278.71 636.03,302.281 636.252,263.159 636.474,270.739 636.697,339.841 636.919,352.866 637.141,291.43 637.363,291.43 \n",
       "  637.585,260.484 637.808,323.426 638.03,334.404 638.252,286.364 638.474,299.579 638.696,292.656 638.918,307.615 639.141,315.784 639.363,262.822 639.585,292.432 \n",
       "  639.807,294.975 640.029,319.17 640.252,377.453 640.474,357.592 640.696,348.154 640.918,328.703 641.14,335.671 641.363,313.722 641.585,352.957 641.807,302.604 \n",
       "  642.029,355.697 642.251,369.623 642.473,337.337 642.696,344.996 642.918,292.809 643.14,364.774 643.362,275.129 643.584,273.055 643.807,400.996 644.029,353.663 \n",
       "  644.251,351.671 644.473,372.657 644.695,285.68 644.918,323.622 645.14,363.22 645.362,352.536 645.584,333.838 645.806,373.64 646.028,334.482 646.251,301.302 \n",
       "  646.473,270.925 646.695,246.966 646.917,331.493 647.139,203.788 647.362,377.114 647.584,322.518 647.806,346.013 648.028,321.977 648.25,322.171 648.473,376.912 \n",
       "  648.695,329.112 648.917,305.454 649.139,290.685 649.361,266.798 649.583,306.785 649.806,278.468 650.028,326.901 650.25,333.677 650.472,315.411 650.694,276.475 \n",
       "  650.917,334.467 651.139,343.936 651.361,298.427 651.583,275.7 651.805,255.488 652.028,344.092 652.25,286.27 652.472,329.732 652.694,309.073 652.916,317.624 \n",
       "  653.138,303.763 653.361,299 653.583,277.509 653.805,338.705 654.027,332.053 654.249,304.804 654.472,334.994 654.694,326.086 654.916,301.614 655.138,326.101 \n",
       "  655.36,340.562 655.582,340.562 655.805,341.154 656.027,288.384 656.249,317.741 656.471,302.175 656.693,231.695 656.916,258.603 657.138,233.556 657.36,257.657 \n",
       "  657.582,279.612 657.804,282.86 658.027,285.94 658.249,281.339 658.471,304.132 658.693,248.045 658.915,342.282 659.137,259.151 659.36,248.38 659.582,317.712 \n",
       "  659.804,337.725 660.026,315.941 660.248,357.817 660.471,264.537 660.693,269.787 660.915,277.923 661.137,354.637 661.359,259.55 661.582,277.608 661.804,310.722 \n",
       "  662.026,287.111 662.248,334.623 662.47,296.388 662.692,312.933 662.915,284.673 663.137,234.147 663.359,325.608 663.581,293.149 663.803,320.181 664.026,309.939 \n",
       "  664.248,313.426 664.47,230.605 664.692,392.835 664.914,331.546 665.137,281.756 665.359,243.23 665.581,254.715 665.803,341.748 666.025,346.937 666.247,336.725 \n",
       "  666.47,295.564 666.692,296.14 666.914,346.222 667.136,318.969 667.358,300.161 667.581,334.235 667.803,352.215 668.025,333.73 668.247,338.244 668.469,383.368 \n",
       "  668.692,359.17 668.914,345.644 669.136,330.156 669.358,255.702 669.58,278.868 669.802,300.479 670.025,305.71 670.247,307.416 670.469,269.676 670.691,338.76 \n",
       "  670.913,273.478 671.136,256.644 671.358,255.153 671.58,248.298 671.802,250.131 672.024,282.619 672.247,246.733 672.469,283.867 672.691,220.513 672.913,321.87 \n",
       "  673.135,252.732 673.357,302.826 673.58,286.869 673.802,340.886 674.024,292.33 674.246,266.301 674.468,262.501 674.691,348.63 674.913,328.899 675.135,315.462 \n",
       "  675.357,303.358 675.579,360.242 675.802,288.647 676.024,322.753 676.246,336.26 676.468,271.097 676.69,271.097 676.912,324.155 677.135,236.763 677.357,224.829 \n",
       "  677.579,217.898 677.801,362.406 678.023,345.141 678.246,347.349 678.468,359.435 678.69,339.824 678.912,331.256 679.134,289.791 679.357,231.691 679.579,296.555 \n",
       "  679.801,345.68 680.023,362.341 680.245,326.62 680.467,323.249 680.69,293.37 680.912,260.278 681.134,268.438 681.356,284.796 681.578,311.803 681.801,359.732 \n",
       "  682.023,256.398 682.245,305.133 682.467,287.245 682.689,350.455 682.912,265.191 683.134,251.854 683.356,351.018 683.578,340.989 683.8,312.589 684.022,404.232 \n",
       "  684.245,249.88 684.467,308.169 684.689,302.111 684.911,273.798 685.133,304.286 685.356,277.4 685.578,320.996 685.8,276.592 686.022,305.878 686.244,282.31 \n",
       "  686.467,266.581 686.689,312.892 686.911,327.836 687.133,286.753 687.355,324.371 687.577,372.599 687.8,278.726 688.022,285.003 688.244,284.361 688.466,282.81 \n",
       "  688.688,263.361 688.911,323.283 689.133,379.092 689.355,365.241 689.577,364.77 689.799,289.882 690.022,319.975 690.244,294.395 690.466,282.094 690.688,274.197 \n",
       "  690.91,294.329 691.132,294.329 691.355,275.677 691.577,342.21 691.799,258.376 692.021,258.873 692.243,278.656 692.466,307.054 692.688,285.963 692.91,339.336 \n",
       "  693.132,322.76 693.354,330.462 693.577,267.417 693.799,226.042 694.021,307.515 694.243,246.602 694.465,255.238 694.687,281.46 694.91,296.492 695.132,273.217 \n",
       "  695.354,281.946 695.576,297.392 695.798,316.681 696.021,248.224 696.243,261.499 696.465,285.962 696.687,321.38 696.909,236.375 697.132,317.576 697.354,332.32 \n",
       "  697.576,265.611 697.798,336.149 698.02,292.153 698.242,239.212 698.465,288.79 698.687,291.745 698.909,327.185 699.131,294.506 699.353,237.261 699.576,221.493 \n",
       "  699.798,265.202 700.02,289.617 700.242,238.71 700.464,271.701 700.687,351.013 700.909,312.961 701.131,304.676 701.353,350.216 701.575,223.821 701.797,312.711 \n",
       "  702.02,272.683 702.242,310.444 702.464,209.867 702.686,255.76 702.908,286.057 703.131,262.38 703.353,262.38 703.575,259.21 703.797,272.94 704.019,276.137 \n",
       "  704.241,295.923 704.464,267.305 704.686,305.602 704.908,289.089 705.13,342.529 705.352,252.946 705.575,308.574 705.797,323.221 706.019,296.936 706.241,296.936 \n",
       "  706.463,302.119 706.686,313.265 706.908,282.027 707.13,301.845 707.352,278.697 707.574,320.288 707.796,258.783 708.019,313.206 708.241,296.841 708.463,280.56 \n",
       "  708.685,268.993 708.907,293.564 709.13,305.358 709.352,259.614 709.574,298.595 709.796,322.334 710.018,302.472 710.241,348.675 710.463,252.353 710.685,250.434 \n",
       "  710.907,337.745 711.129,290.959 711.351,315.575 711.574,290.3 711.796,251.199 712.018,208.502 712.24,197.95 712.462,207.339 712.685,358.619 712.907,295.092 \n",
       "  713.129,304.752 713.351,341.045 713.573,317.95 713.796,347.524 714.018,325.748 714.24,325.748 714.462,384.036 714.684,305.746 714.906,218.497 715.129,285.863 \n",
       "  715.351,257.14 715.573,293.054 715.795,277.395 716.017,325.391 716.24,351.374 716.462,327.785 716.684,277.77 716.906,331.034 717.128,369.489 717.351,307.177 \n",
       "  717.573,313.722 717.795,254.003 718.017,258.175 718.239,305.388 718.461,292.326 718.684,291.411 718.906,304.23 719.128,279.738 719.35,304.128 719.572,310.907 \n",
       "  719.795,325.898 720.017,343.295 720.239,366.214 720.461,334.01 720.683,325.544 720.906,359.125 721.128,347.27 721.35,332.936 721.572,329 721.794,259.791 \n",
       "  722.016,246.038 722.239,292.853 722.461,335.504 722.683,359.098 722.905,317.15 723.127,218.278 723.35,326.162 723.572,349.068 723.794,321.571 724.016,318.96 \n",
       "  724.238,270.192 724.461,300.321 724.683,237.476 724.905,270.306 725.127,288.727 725.349,346.142 725.571,285.186 725.794,265.037 726.016,265.585 726.238,277.274 \n",
       "  726.46,306.723 726.682,269.481 726.905,305.945 727.127,308.288 727.349,274.475 727.571,258.897 727.793,294.598 728.016,316.875 728.238,283.737 728.46,286.469 \n",
       "  728.682,315.153 728.904,313.956 729.126,331.004 729.349,318.381 729.571,355.239 729.793,316.388 730.015,294.874 730.237,228.268 730.46,262.673 730.682,236.138 \n",
       "  730.904,280.193 731.126,284.679 731.348,310.2 731.571,268.674 731.793,278.037 732.015,206.056 732.237,194.353 732.459,243.094 732.681,315.813 732.904,286.102 \n",
       "  733.126,331.582 733.348,326.743 733.57,337.217 733.792,334.766 734.015,320.859 734.237,274.418 734.459,259.065 734.681,306.325 734.903,365.196 735.126,296.376 \n",
       "  735.348,281.303 735.57,292.504 735.792,288.462 736.014,284.424 736.236,309.64 736.459,320.14 736.681,331.289 736.903,284.887 737.125,327.046 737.347,291.11 \n",
       "  737.57,309.913 737.792,304.431 738.014,378.433 738.236,299.889 738.458,355.188 738.681,308.151 738.903,258.18 739.125,320.173 739.347,343.337 739.569,289.386 \n",
       "  739.791,337.048 740.014,315.186 740.236,295.586 740.458,296.575 740.68,275.117 740.902,295.554 741.125,335.839 741.347,300.872 741.569,345.63 741.791,335.747 \n",
       "  742.013,329.744 742.236,303.161 742.458,282.076 742.68,347.101 742.902,337.907 743.124,286.792 743.346,322.923 743.569,313.793 743.791,285.607 744.013,270.084 \n",
       "  744.235,304.835 744.457,299.981 744.68,283.394 744.902,243.376 745.124,217.216 745.346,307.971 745.568,253.677 745.791,250.326 746.013,284.261 746.235,317.084 \n",
       "  746.457,266.164 746.679,325.323 746.901,307.082 747.124,275.54 747.346,319.731 747.568,242.755 747.79,237.515 748.012,275.234 748.235,366.188 748.457,305.211 \n",
       "  748.679,266.547 748.901,284.276 749.123,212.4 749.346,202.943 749.568,279.443 749.79,283.826 750.012,326.77 750.234,359.869 750.456,338.243 750.679,352.568 \n",
       "  750.901,353.9 751.123,339.394 751.345,334.339 751.567,303.669 751.79,275.736 752.012,300.61 752.234,270.323 752.456,280.927 752.678,377.159 752.9,381.893 \n",
       "  753.123,342.453 753.345,370.787 753.567,286.807 753.789,269.49 754.011,267.203 754.234,272.994 754.456,314.545 754.678,364.995 754.9,278.887 755.122,252.477 \n",
       "  755.345,251.517 755.567,312.63 755.789,250.911 756.011,267.108 756.233,320.127 756.455,263.214 756.678,326.496 756.9,331.727 757.122,326.365 757.344,289.853 \n",
       "  757.566,327.817 757.789,356.12 758.011,353.754 758.233,369.431 758.455,356.306 758.677,310.666 758.9,331.516 759.122,320.277 759.344,280.882 759.566,273.954 \n",
       "  759.788,249.719 760.01,195.729 760.233,315.952 760.455,286.541 760.677,303.163 760.899,271.022 761.121,349.062 761.344,307.636 761.566,333.985 761.788,357.57 \n",
       "  762.01,313.329 762.232,279.911 762.455,322.029 762.677,378.91 762.899,329.965 763.121,253.368 763.343,333.228 763.565,317.712 763.788,282.948 764.01,333.855 \n",
       "  764.232,262.559 764.454,293.142 764.676,320.538 764.899,281.171 765.121,301.271 765.343,364.893 765.565,301.945 765.787,356.763 766.01,355.267 766.232,356.209 \n",
       "  766.454,318.654 766.676,340.548 766.898,312.431 767.12,295.989 767.343,311.731 767.565,237.542 767.787,267.753 768.009,283.226 768.231,308.256 768.454,348.135 \n",
       "  768.676,379.07 768.898,322.702 769.12,324.042 769.342,271.582 769.565,271.582 769.787,286.569 770.009,279.887 770.231,335.673 770.453,323.391 770.675,300.885 \n",
       "  770.898,306.221 771.12,303.319 771.342,313.37 771.564,343.465 771.786,350.104 772.009,320.57 772.231,336.063 772.453,346.282 772.675,281.621 772.897,354.535 \n",
       "  773.12,305.476 773.342,255.037 773.564,276.945 773.786,260.951 774.008,340.939 774.23,296.784 774.453,364.788 774.675,347.991 774.897,314.052 775.119,358.668 \n",
       "  775.341,281.251 775.564,271.993 775.786,400.795 776.008,344.948 776.23,330.443 776.452,284.518 776.675,316.597 776.897,339.868 777.119,254.694 777.341,292.432 \n",
       "  777.563,333.272 777.785,329.12 778.008,333.758 778.23,382.206 778.452,282.689 778.674,255.43 778.896,283.703 779.119,330.028 779.341,296.344 779.563,294.51 \n",
       "  779.785,269.573 780.007,251.979 780.23,302.633 780.452,348.139 780.674,360.358 780.896,239.821 781.118,303.203 781.34,297.89 781.563,307.201 781.785,317.037 \n",
       "  782.007,267.573 782.229,277.33 782.451,307.467 782.674,310.661 782.896,296.536 783.118,334.249 783.34,311.164 783.562,319.74 783.785,353.332 784.007,353.332 \n",
       "  784.229,353.332 784.451,251.88 784.673,289.893 784.895,304.319 785.118,336.055 785.34,316.956 785.562,310.038 785.784,279.677 786.006,309.367 786.229,325.019 \n",
       "  786.451,242.243 786.673,273.236 786.895,332.107 787.117,386.545 787.34,357.414 787.562,302.161 787.784,299.132 788.006,278.327 788.228,243.021 788.45,238.107 \n",
       "  788.673,297.37 788.895,285.691 789.117,312.927 789.339,291.191 789.561,299.912 789.784,287.045 790.006,329.745 790.228,331.565 790.45,333.739 790.672,287.528 \n",
       "  790.895,300.793 791.117,273.11 791.339,311.611 791.561,357.89 791.783,347.563 792.005,318.149 792.228,278.802 792.45,298.314 792.672,341.379 792.894,251.276 \n",
       "  793.116,300.637 793.339,272.884 793.561,319.361 793.783,291.082 794.005,236.286 794.227,319.808 794.45,228.882 794.672,240.114 794.894,324.663 795.116,257.173 \n",
       "  795.338,279.755 795.56,295.665 795.783,258.795 796.005,281.741 796.227,300.393 796.449,282.771 796.671,360.24 796.894,283.37 797.116,307.191 797.338,335.834 \n",
       "  797.56,241.91 797.782,288.171 798.005,350.28 798.227,241.993 798.449,316.929 798.671,292.605 798.893,379.494 799.115,343.457 799.338,302.51 799.56,312.245 \n",
       "  799.782,339.422 800.004,339.422 800.226,345.915 800.449,270.568 800.671,311.462 800.893,303.064 801.115,285.339 801.337,255.715 801.559,317.235 801.782,327.725 \n",
       "  802.004,288.207 802.226,278.862 802.448,274.977 802.67,308.578 802.893,271.864 803.115,277.683 803.337,184.793 803.559,355.642 803.781,349.446 804.004,378.715 \n",
       "  804.226,309.63 804.448,289.942 804.67,289.942 804.892,291.587 805.114,280.974 805.337,296.556 805.559,242.014 805.781,197.705 806.003,304.307 806.225,257.303 \n",
       "  806.448,289.135 806.67,291.87 806.892,314.067 807.114,287.834 807.336,245.667 807.559,284.009 807.781,306.145 808.003,357.767 808.225,335.283 808.447,371.428 \n",
       "  808.669,336.425 808.892,293.737 809.114,289.737 809.336,343.14 809.558,286.959 809.78,349.771 810.003,326.241 810.225,288.012 810.447,374.528 810.669,305.764 \n",
       "  810.891,307.9 811.114,326.662 811.336,256.558 811.558,188.757 811.78,182.934 812.002,336.881 812.224,314.268 812.447,304.768 812.669,291.279 812.891,197.64 \n",
       "  813.113,291.579 813.335,241.487 813.558,244.406 813.78,292.829 814.002,291.637 814.224,311.868 814.446,300.891 814.669,305.728 814.891,282.998 815.113,317.978 \n",
       "  815.335,296.724 815.557,296.724 815.779,338.216 816.002,341.757 816.224,357.202 816.446,322.627 816.668,267.165 816.89,275.7 817.113,320.188 817.335,373.68 \n",
       "  817.557,340.232 817.779,300.316 818.001,275.411 818.224,263.9 818.446,322.166 818.668,344.452 818.89,347.453 819.112,360.372 819.334,314.877 819.557,327.244 \n",
       "  819.779,327.645 820.001,333.712 820.223,325.187 820.445,276.958 820.668,276.958 820.89,276.854 821.112,255.568 821.334,291.583 821.556,328.628 821.779,330.03 \n",
       "  822.001,327.149 822.223,317.883 822.445,356.942 822.667,370.865 822.889,315.479 823.112,287.12 823.334,328.615 823.556,269.739 823.778,306.264 824,251.847 \n",
       "  824.223,279.987 824.445,248.31 824.667,330.521 824.889,309.895 825.111,282.154 825.334,290.721 825.556,321.759 825.778,298.374 826,260.747 826.222,288.558 \n",
       "  826.444,301.815 826.667,243.378 826.889,269.507 827.111,366.776 827.333,357.884 827.555,355.133 827.778,316.94 828,341.335 828.222,302.404 828.444,244.977 \n",
       "  828.666,273.031 828.889,317.869 829.111,288.548 829.333,337.291 829.555,229.375 829.777,195.836 829.999,355.974 830.222,387.899 830.444,384.528 830.666,347.907 \n",
       "  830.888,269.421 831.11,313.151 831.333,293.84 831.555,355.717 831.777,316.832 831.999,324.157 832.221,278.438 832.444,298.101 832.666,232.125 832.888,389.654 \n",
       "  833.11,249.766 833.332,272.565 833.554,316.195 833.777,338.873 833.999,280.475 834.221,256.682 834.443,322.32 834.665,327.264 834.888,305.812 835.11,305.812 \n",
       "  835.332,290.787 835.554,331.731 835.776,333.559 835.999,290.069 836.221,320.168 836.443,305.853 836.665,348.544 836.887,315.068 837.109,259.028 837.332,289.613 \n",
       "  837.554,290.959 837.776,272.748 837.998,353.583 838.22,348.395 838.443,254.479 838.665,335.938 838.887,368.995 839.109,337.399 839.331,303.134 839.554,257.547 \n",
       "  839.776,326.127 839.998,346.508 840.22,350.456 840.442,246.1 840.664,242.964 840.887,312.367 841.109,311.256 841.331,374.039 841.553,337.152 841.775,269.646 \n",
       "  841.998,270.214 842.22,239.05 842.442,267.176 842.664,320.049 842.886,313.192 843.109,257.15 843.331,373.051 843.553,324.951 843.775,324.527 843.997,271.751 \n",
       "  844.219,291.111 844.442,351.738 844.664,340.588 844.886,309.892 845.108,287.923 845.33,290.316 845.553,281.834 845.775,293.445 845.997,356.527 846.219,312.395 \n",
       "  846.441,337.408 846.664,241.016 846.886,309.113 847.108,286.714 847.33,261.109 847.552,316.653 847.774,297.429 847.997,347.026 848.219,321.897 848.441,309.291 \n",
       "  848.663,330.794 848.885,357.039 849.108,221.566 849.33,259.436 849.552,202.463 849.774,208.845 849.996,268.373 850.218,227.764 850.441,322.34 850.663,336.8 \n",
       "  850.885,334.531 851.107,217.733 851.329,255.482 851.552,249.892 851.774,303.354 851.996,272.831 852.218,336.991 852.44,329.547 852.663,314.961 852.885,235.667 \n",
       "  853.107,238.32 853.329,304.425 853.551,296.568 853.773,278.014 853.996,292.911 854.218,264.12 854.44,280.744 854.662,281.399 854.884,325.737 855.107,350.141 \n",
       "  855.329,335.452 855.551,309.294 855.773,342.698 855.995,290.478 856.218,273.236 856.44,327.53 856.662,360.657 856.884,348.45 857.106,360.231 857.328,252.505 \n",
       "  857.551,357.414 857.773,354.186 857.995,362.09 858.217,376.736 858.439,345.24 858.662,275.31 858.884,369.92 859.106,358.683 859.328,335.707 859.55,247.057 \n",
       "  859.773,268.547 859.995,255.697 860.217,318.435 860.439,232.453 860.661,368.762 860.883,273.775 861.106,198.189 861.328,249.931 861.55,278.893 861.772,336.313 \n",
       "  861.994,317.128 862.217,315.77 862.439,310.783 862.661,303.731 862.883,291.874 863.105,255.31 863.328,313.357 863.55,318.328 863.772,312.128 863.994,285.405 \n",
       "  864.216,263.618 864.438,200.458 864.661,271.563 864.883,196.966 865.105,280.716 865.327,259.15 865.549,345.543 865.772,348.197 865.994,352.409 866.216,221.629 \n",
       "  866.438,260.286 866.66,284.227 866.883,260.997 867.105,240.729 867.327,278.144 867.549,258.138 867.771,319.089 867.993,334.14 868.216,288.733 868.438,310 \n",
       "  868.66,280.06 868.882,295.871 869.104,265.176 869.327,316.726 869.549,261.785 869.771,336.879 869.993,372.219 870.215,359.429 870.438,240.689 870.66,325.6 \n",
       "  870.882,332.156 871.104,298.899 871.326,272.797 871.548,358.587 871.771,350.872 871.993,209.81 872.215,258.566 872.437,253.212 872.659,292.58 872.882,310.133 \n",
       "  873.104,255.57 873.326,318.71 873.548,327.36 873.77,352.894 873.993,302.169 874.215,264.606 874.437,267.653 874.659,264.498 874.881,245.304 875.103,325.915 \n",
       "  875.326,340.117 875.548,327.1 875.77,339.824 875.992,304.456 876.214,330.656 876.437,359.369 876.659,362.428 876.881,345.585 877.103,219.998 877.325,313.324 \n",
       "  877.548,331.2 877.77,288.783 877.992,297.674 878.214,312.093 878.436,297.709 878.658,307.789 878.881,296 879.103,324.011 879.325,345.002 879.547,344.266 \n",
       "  879.769,324.05 879.992,331.431 880.214,325.754 880.436,298.418 880.658,348.025 880.88,317.966 881.103,280.074 881.325,321.998 881.547,320.742 881.769,347.872 \n",
       "  881.991,221.814 882.213,272.358 882.436,275.603 882.658,261.175 882.88,303.939 883.102,381.764 883.324,356.059 883.547,365.752 883.769,190.747 883.991,363.406 \n",
       "  884.213,343.378 884.435,371.789 884.658,396.612 884.88,305.014 885.102,341.734 885.324,347.885 885.546,290.325 885.768,298.687 885.991,293.039 886.213,311.725 \n",
       "  886.435,256.634 886.657,340.043 886.879,257.213 887.102,285.045 887.324,273.208 887.546,299.144 887.768,261.349 887.99,294.393 888.213,329.467 888.435,343.435 \n",
       "  888.657,258.617 888.879,251.285 889.101,258.307 889.323,325.08 889.546,303.921 889.768,329.871 889.99,362.337 890.212,258.761 890.434,256.564 890.657,278.5 \n",
       "  890.879,315.058 891.101,199.059 891.323,251.808 891.545,264.948 891.768,318.374 891.99,258.297 892.212,286.022 892.434,321.794 892.656,226.556 892.878,292.714 \n",
       "  893.101,250.195 893.323,306.736 893.545,308.104 893.767,241.033 893.989,366.287 894.212,375.087 894.434,248.446 894.656,285.003 894.878,259.777 895.1,277.206 \n",
       "  895.322,276.296 895.545,296.852 895.767,295.666 895.989,258.745 896.211,255.764 896.433,351.362 896.656,308.778 896.878,362.415 897.1,354.082 897.322,294.852 \n",
       "  897.544,288.823 897.767,344.141 897.989,333.667 898.211,289.5 898.433,323.798 898.655,278.605 898.877,340.192 899.1,251.577 899.322,203.752 899.544,342.327 \n",
       "  899.766,353.942 899.988,305.29 900.211,300.09 900.433,264.328 900.655,253.349 900.877,312.6 901.099,341.768 901.322,330.172 901.544,304.181 901.766,280.399 \n",
       "  901.988,320.087 902.21,345.126 902.432,333.762 902.655,338.965 902.877,331.835 903.099,256.204 903.321,349.513 903.543,287.407 903.766,280.317 903.988,316.851 \n",
       "  904.21,297.407 904.432,265.776 904.654,253.74 904.877,289.046 905.099,299.565 905.321,257.021 905.543,343.325 905.765,287.623 905.987,340.078 906.21,276.441 \n",
       "  906.432,330.649 906.654,312.356 906.876,349.808 907.098,310.463 907.321,286.506 907.543,281.232 907.765,310.952 907.987,365.585 908.209,318.054 908.432,352.345 \n",
       "  908.654,285.205 908.876,223.501 909.098,307.053 909.32,231.509 909.542,335.767 909.765,358.057 909.987,292.556 910.209,269.062 910.431,267.566 910.653,295.054 \n",
       "  910.876,207.968 911.098,194.12 911.32,227.009 911.542,306.917 911.764,329.066 911.987,315.146 912.209,267.33 912.431,222.752 912.653,246.945 912.875,254.901 \n",
       "  913.097,237.739 913.32,274.926 913.542,336.067 913.764,262.582 913.986,272.95 914.208,340.98 914.431,303.116 914.653,379.315 914.875,332.02 915.097,176.288 \n",
       "  915.319,272.707 915.542,263.705 915.764,297.93 915.986,316.949 916.208,339.631 916.43,274.007 916.652,263.987 916.875,295.3 917.097,305.207 917.319,318.531 \n",
       "  917.541,345.092 917.763,324.281 917.986,302.842 918.208,275.49 918.43,274.935 918.652,253.933 918.874,258.685 919.097,350.197 919.319,302.814 919.541,290.245 \n",
       "  919.763,319.923 919.985,313.233 920.207,244.514 920.43,293.35 920.652,262.633 920.874,291.172 921.096,331.865 921.318,334.338 921.541,271.217 921.763,271.217 \n",
       "  921.985,325.711 922.207,329.525 922.429,329.275 922.652,337.361 922.874,287.19 923.096,306.685 923.318,286.505 923.54,329.011 923.762,238.587 923.985,271.876 \n",
       "  924.207,311.387 924.429,288.872 924.651,348.016 924.873,349.744 925.096,334.957 925.318,342.685 925.54,330.306 925.762,241.288 925.984,283.745 926.207,356.956 \n",
       "  926.429,378.711 926.651,348.838 926.873,324.593 927.095,260.367 927.317,257.073 927.54,301.794 927.762,299.612 927.984,295.339 928.206,296.648 928.428,298.392 \n",
       "  928.651,271.792 928.873,325.541 929.095,305.778 929.317,311.393 929.539,338.478 929.762,253.839 929.984,318.875 930.206,341.723 930.428,361.595 930.65,261.92 \n",
       "  930.872,296.669 931.095,307.764 931.317,293.226 931.539,339.425 931.761,254.38 931.983,235.647 932.206,209.758 932.428,251.609 932.65,274.811 932.872,306.632 \n",
       "  933.094,308.502 933.317,315.633 933.539,326.213 933.761,310.912 933.983,287.739 934.205,284.184 934.427,271.76 934.65,318.467 934.872,279.189 935.094,290.63 \n",
       "  935.316,266.989 935.538,363.742 935.761,264.508 935.983,283.22 936.205,302.177 936.427,245.673 936.649,356.338 936.872,309.293 937.094,248.525 937.316,317.659 \n",
       "  937.538,283.007 937.76,294.859 937.982,294.516 938.205,292.637 938.427,253.166 938.649,274.847 938.871,248.161 939.093,297.039 939.316,240.426 939.538,314.287 \n",
       "  939.76,288.358 939.982,264.933 940.204,286.302 940.427,267.453 940.649,269.689 940.871,303.579 941.093,323.916 941.315,338.209 941.537,282.025 941.76,264.148 \n",
       "  941.982,254.198 942.204,257.606 942.426,337.774 942.648,321.588 942.871,279.533 943.093,311.38 943.315,340.364 943.537,329.734 943.759,350.575 943.981,277.462 \n",
       "  944.204,345.824 944.426,279.744 944.648,330.903 944.87,353.674 945.092,349.478 945.315,330.127 945.537,352.321 945.759,296.35 945.981,340.273 946.203,272.3 \n",
       "  946.426,289.267 946.648,346.707 946.87,309.471 947.092,335.557 947.314,316.137 947.536,265.593 947.759,320.339 947.981,230.182 948.203,326.174 948.425,311.932 \n",
       "  948.647,357.416 948.87,306.418 949.092,317.868 949.314,254.761 949.536,279.897 949.758,303.048 949.981,291.726 950.203,295.316 950.425,256.929 950.647,309.147 \n",
       "  950.869,281.879 951.091,281.879 951.314,301.225 951.536,290.036 951.758,312.716 951.98,251.029 952.202,274.357 952.425,260.276 952.647,298.716 952.869,284.46 \n",
       "  953.091,288.896 953.313,288.817 953.536,329.489 953.758,338.871 953.98,316.408 954.202,335.334 954.424,261.516 954.646,271.276 954.869,295.673 955.091,295.888 \n",
       "  955.313,353.909 955.535,291.112 955.757,316.961 955.98,280.35 956.202,321.77 956.424,281.01 956.646,317.734 956.868,283.683 957.091,323.923 957.313,338.663 \n",
       "  957.535,275.962 957.757,309.843 957.979,300.868 958.201,302.315 958.424,273.892 958.646,286.445 958.868,279.52 959.09,289.605 959.312,315.71 959.535,313.276 \n",
       "  959.757,261.668 959.979,189.453 960.201,230.368 960.423,293.451 960.646,289.019 960.868,336.666 961.09,300.093 961.312,318.464 961.534,342.616 961.756,297.518 \n",
       "  961.979,271.17 962.201,337.892 962.423,271.328 962.645,317.197 962.867,297.35 963.09,268.197 963.312,212.593 963.534,250.245 963.756,291.924 963.978,316.123 \n",
       "  964.201,313.574 964.423,290.521 964.645,230.795 964.867,303.817 965.089,267.863 965.311,302.398 965.534,315.533 965.756,254.396 965.978,268.25 966.2,289.737 \n",
       "  966.422,239.486 966.645,318.557 966.867,326.899 967.089,285.766 967.311,305.452 967.533,271.641 967.756,290.809 967.978,339.561 968.2,331.669 968.422,390.735 \n",
       "  968.644,279.88 968.866,371.356 969.089,334.968 969.311,365.868 969.533,341.601 969.755,364.208 969.977,371.131 970.2,282.775 970.422,256.726 970.644,280.81 \n",
       "  970.866,282.79 971.088,334.693 971.311,332.467 971.533,302.043 971.755,283.228 971.977,228.6 972.199,345.224 972.421,306.452 972.644,303.976 972.866,311.357 \n",
       "  973.088,304.902 973.31,333.949 973.532,300.024 973.755,348.51 973.977,320.881 974.199,266.032 974.421,286.371 974.643,250.348 974.866,299.249 975.088,309.652 \n",
       "  975.31,333.597 975.532,344.083 975.754,346.193 975.976,306.404 976.199,259.658 976.421,236.683 976.643,268.053 976.865,309.943 977.087,329.472 977.31,327.912 \n",
       "  977.532,253.495 977.754,300.06 977.976,243.353 978.198,242.299 978.421,335.639 978.643,340.327 978.865,364.885 979.087,324.022 979.309,333.05 979.531,329.736 \n",
       "  979.754,348.034 979.976,354.016 980.198,345.434 980.42,371.656 980.642,304.974 980.865,342.63 981.087,293.661 981.309,324.453 981.531,303.153 981.753,357.113 \n",
       "  981.976,261.161 982.198,248.218 982.42,322.677 982.642,276.759 982.864,312.287 983.086,307.912 983.309,351.475 983.531,291.297 983.753,301.237 983.975,277.426 \n",
       "  984.197,316.912 984.42,302.41 984.642,313.904 984.864,260.768 985.086,270.206 985.308,249.388 985.531,316.939 985.753,363.012 985.975,251.606 986.197,266.958 \n",
       "  986.419,235.643 986.641,281.062 986.864,279.719 987.086,292.739 987.308,293.734 987.53,270.71 987.752,286.782 987.975,242.986 988.197,264.174 988.419,318.621 \n",
       "  988.641,331.736 988.863,317.767 989.086,274.339 989.308,298.194 989.53,323.087 989.752,402.285 989.974,350.861 990.196,340.161 990.419,304.178 990.641,328.121 \n",
       "  990.863,381.26 991.085,336.333 991.307,344.062 991.53,315.196 991.752,282.458 991.974,334.917 992.196,327.314 992.418,312.787 992.64,328.001 992.863,300.46 \n",
       "  993.085,286.774 993.307,292.158 993.529,317.712 993.751,303.968 993.974,273.59 994.196,260.252 994.418,293.741 994.64,261.525 994.862,272.373 995.085,299.175 \n",
       "  995.307,265.135 995.529,280.426 995.751,258.89 995.973,305.785 996.195,362.643 996.418,349.613 996.64,259.808 996.862,263.432 997.084,243.747 997.306,214.688 \n",
       "  997.529,250.645 997.751,239.386 997.973,277.55 998.195,320.88 998.417,376.956 998.64,390.333 998.862,244.267 999.084,244.267 999.306,297.4 999.528,321.955 \n",
       "  999.75,311.782 999.973,327.449 1000.19,302.608 1000.42,272.51 1000.64,308.208 1000.86,223.075 1001.08,239.214 1001.31,303.999 1001.53,287.193 1001.75,259.817 \n",
       "  1001.97,299.882 1002.19,300.373 1002.42,334.354 1002.64,338.143 1002.86,325.668 1003.08,328.667 1003.31,297.955 1003.53,311.744 1003.75,335.274 1003.97,344.885 \n",
       "  1004.19,343.603 1004.42,271.679 1004.64,300.216 1004.86,300.995 1005.08,262.534 1005.31,284.191 1005.53,271.864 1005.75,304.008 1005.97,267.215 1006.19,272.856 \n",
       "  1006.42,275.958 1006.64,275.958 1006.86,309.347 1007.08,223.405 1007.3,304.761 1007.53,322.586 1007.75,270.827 1007.97,275.795 1008.19,354.957 1008.42,308.723 \n",
       "  1008.64,328.039 1008.86,236.976 1009.08,277.899 1009.3,328.765 1009.53,309.689 1009.75,326.43 1009.97,330.672 1010.19,304.071 1010.42,302.643 1010.64,340.775 \n",
       "  1010.86,302.533 1011.08,257.01 1011.3,322.726 1011.53,322.026 1011.75,321.25 1011.97,312.388 1012.19,337.83 1012.42,265.955 1012.64,326.596 1012.86,296.608 \n",
       "  1013.08,223.459 1013.3,263.267 1013.53,274.761 1013.75,242.881 1013.97,274.978 1014.19,279.061 1014.41,279.061 1014.64,306.512 1014.86,247.018 1015.08,225.307 \n",
       "  1015.3,266.472 1015.53,281.335 1015.75,373.013 1015.97,405.553 1016.19,311.848 1016.41,395.798 1016.64,238.632 1016.86,319.209 1017.08,325.736 1017.3,290.031 \n",
       "  1017.53,297.4 1017.75,260.715 1017.97,317.067 1018.19,305.463 1018.41,337.018 1018.64,313.821 1018.86,261.427 1019.08,256.235 1019.3,301.141 1019.53,106.59 \n",
       "  1019.75,107.257 1019.97,261.09 1020.19,330.297 1020.41,298.159 1020.64,304.543 1020.86,325.448 1021.08,347.239 1021.3,325.179 1021.52,230.318 1021.75,334.839 \n",
       "  1021.97,273.054 1022.19,306.888 1022.41,276.976 1022.64,220.196 1022.86,301.345 1023.08,309.214 1023.3,318.27 1023.52,341.844 1023.75,337.393 1023.97,318.87 \n",
       "  1024.19,322.297 1024.41,312.558 1024.64,292.144 1024.86,280.653 1025.08,305.239 1025.3,311.963 1025.52,319.183 1025.75,282.669 1025.97,325.338 1026.19,337.246 \n",
       "  1026.41,310.559 1026.64,345.949 1026.86,331.2 1027.08,363.578 1027.3,307.866 1027.52,331.707 1027.75,327.35 1027.97,326.254 1028.19,305.776 1028.41,254.088 \n",
       "  1028.63,320.283 1028.86,308.731 1029.08,275.39 1029.3,324.316 1029.52,343.368 1029.75,267.595 1029.97,267.595 1030.19,276.067 1030.41,296.773 1030.63,236.51 \n",
       "  1030.86,206.218 1031.08,310.415 1031.3,337.979 1031.52,314.863 1031.75,305.756 1031.97,310.711 1032.19,270.567 1032.41,315.925 1032.63,257.75 1032.86,260.264 \n",
       "  1033.08,323.114 1033.3,347.178 1033.52,294.537 1033.75,319.248 1033.97,286.892 1034.19,305.149 1034.41,353.83 1034.63,338.746 1034.86,318.382 1035.08,346.287 \n",
       "  1035.3,289.797 1035.52,260.404 1035.74,268.172 1035.97,310.197 1036.19,306.481 1036.41,275.328 1036.63,303.582 1036.86,264.809 1037.08,257.593 1037.3,298.729 \n",
       "  1037.52,359.875 1037.74,362.566 1037.97,304.747 1038.19,291.254 1038.41,276.463 1038.63,320.015 1038.86,319.82 1039.08,382.672 1039.3,352.905 1039.52,304.455 \n",
       "  1039.74,306.136 1039.97,242.288 1040.19,267.865 1040.41,278.03 1040.63,242.234 1040.86,231.179 1041.08,230.534 1041.3,289.517 1041.52,264.386 1041.74,354.639 \n",
       "  1041.97,336.518 1042.19,388.925 1042.41,264.186 1042.63,321.009 1042.85,316.455 1043.08,295.122 1043.3,282.862 1043.52,282.862 1043.74,272.319 1043.97,304.069 \n",
       "  1044.19,338.687 1044.41,248.044 1044.63,340.088 1044.85,349.645 1045.08,327.133 1045.3,298.909 1045.52,222.238 1045.74,291.127 1045.97,298.488 1046.19,278.681 \n",
       "  1046.41,273.894 1046.63,284.844 1046.85,333.486 1047.08,292.776 1047.3,287.797 1047.52,271.417 1047.74,286.582 1047.97,290.837 1048.19,308.367 1048.41,291.9 \n",
       "  1048.63,311.401 1048.85,233.882 1049.08,284.959 1049.3,363.052 1049.52,307.926 1049.74,279.016 1049.96,335.732 1050.19,260.34 1050.41,314.338 1050.63,286.773 \n",
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       "  364.295,266.218 364.517,281.992 364.739,273.515 364.962,250.58 365.184,301.219 365.406,300.466 365.628,287.522 365.85,275.733 366.073,305.323 366.295,304.951 \n",
       "  366.517,322.774 366.739,323.9 366.961,345.889 367.183,343.66 367.406,319.817 367.628,327.091 367.85,353.103 368.072,348.958 368.294,306.955 368.517,323.925 \n",
       "  368.739,288.991 368.961,279.47 369.183,302.256 369.405,226.116 369.628,337.358 369.85,302.769 370.072,319.501 370.294,260.477 370.516,267.435 370.738,296.28 \n",
       "  370.961,329.392 371.183,325.648 371.405,327.03 371.627,323.179 371.849,294.183 372.072,201.28 372.294,221.048 372.516,340.847 372.738,312.706 372.96,306.107 \n",
       "  373.183,351.708 373.405,277.21 373.627,294.867 373.849,261.724 374.071,294.413 374.293,303.11 374.516,285.737 374.738,390.178 374.96,317.754 375.182,295.219 \n",
       "  375.404,265.78 375.627,324.484 375.849,318.758 376.071,288.224 376.293,335.958 376.515,336.554 376.738,288.253 376.96,266.86 377.182,303.972 377.404,322.164 \n",
       "  377.626,244.885 377.848,225.236 378.071,317.335 378.293,352.711 378.515,335.043 378.737,332.809 378.959,325.589 379.182,253.55 379.404,296.039 379.626,288.553 \n",
       "  379.848,321.922 380.07,284.06 380.293,330.677 380.515,249.034 380.737,275.043 380.959,312.415 381.181,266.954 381.403,245.939 381.626,320.81 381.848,315.556 \n",
       "  382.07,400.112 382.292,353.946 382.514,340.538 382.737,267.052 382.959,355.777 383.181,351.123 383.403,297.62 383.625,363.699 383.848,359.865 384.07,298.738 \n",
       "  384.292,199.303 384.514,199.913 384.736,204.114 384.958,238.406 385.181,333.808 385.403,329.133 385.625,300.907 385.847,293.71 386.069,325.599 386.292,296.478 \n",
       "  386.514,388.36 386.736,270.918 386.958,257.344 387.18,282.694 387.403,330.332 387.625,303.079 387.847,280.818 388.069,300.049 388.291,300.049 388.513,309.744 \n",
       "  388.736,292.088 388.958,280.142 389.18,267.56 389.402,250.712 389.624,264.72 389.847,379.096 390.069,254.677 390.291,338.606 390.513,257.179 390.735,337.749 \n",
       "  390.958,315.543 391.18,327.712 391.402,255.158 391.624,342.696 391.846,287.458 392.068,300.693 392.291,351.046 392.513,309.115 392.735,323.957 392.957,349.971 \n",
       "  393.179,341.057 393.402,253.747 393.624,279.258 393.846,261.282 394.068,261.054 394.29,275.279 394.513,286.44 394.735,261.005 394.957,289.275 395.179,284.921 \n",
       "  395.401,318.671 395.623,291.389 395.846,244.226 396.068,315.147 396.29,282.339 396.512,329.507 396.734,308.525 396.957,329.842 397.179,311.126 397.401,313.134 \n",
       "  397.623,308.281 397.845,334.489 398.068,330.024 398.29,328.869 398.512,328.869 398.734,355.996 398.956,363.409 399.178,295.133 399.401,275.744 399.623,349.436 \n",
       "  399.845,265.702 400.067,259.431 400.289,256.583 400.512,268.794 400.734,294.607 400.956,238.939 401.178,267.427 401.4,300.751 401.623,309.853 401.845,297.847 \n",
       "  402.067,291.182 402.289,335.877 402.511,297.614 402.733,317.044 402.956,356.486 403.178,317.32 403.4,204.523 403.622,202.314 403.844,341.572 404.067,356.235 \n",
       "  404.289,327.198 404.511,358.835 404.733,325.446 404.955,305.513 405.178,323.743 405.4,319.811 405.622,383.47 405.844,297.765 406.066,306.254 406.288,370.784 \n",
       "  406.511,336.785 406.733,356.8 406.955,271.473 407.177,276.347 407.399,269.012 407.622,336.81 407.844,326.951 408.066,356.344 408.288,314.953 408.51,322.786 \n",
       "  408.733,302.35 408.955,294.577 409.177,300.784 409.399,292.23 409.621,275.194 409.843,296.618 410.066,260.262 410.288,294.909 410.51,308.182 410.732,322.613 \n",
       "  410.954,326.743 411.177,362.374 411.399,317.293 411.621,269.395 411.843,305.371 412.065,276.441 412.288,276.071 412.51,284.526 412.732,263.972 412.954,322.255 \n",
       "  413.176,364.756 413.398,359.268 413.621,375.653 413.843,310.157 414.065,267.099 414.287,312.269 414.509,323.716 414.732,309.583 414.954,329.531 415.176,374.493 \n",
       "  415.398,356.069 415.62,359.855 415.842,374.254 416.065,313.047 416.287,296.879 416.509,235.011 416.731,217.188 416.953,245.975 417.176,278.539 417.398,268.595 \n",
       "  417.62,380.338 417.842,276.106 418.064,276.106 418.287,245.238 418.509,292.914 418.731,258.795 418.953,329.928 419.175,273.37 419.397,277.037 419.62,317.238 \n",
       "  419.842,335.466 420.064,276.703 420.286,262.67 420.508,319.634 420.731,293.27 420.953,264.755 421.175,288.608 421.397,274.498 421.619,334.402 421.842,342.047 \n",
       "  422.064,332.455 422.286,290.895 422.508,295.266 422.73,331.257 422.952,302.489 423.175,309.263 423.397,322.228 423.619,268.819 423.841,295.617 424.063,300.099 \n",
       "  424.286,301.15 424.508,285.375 424.73,336.482 424.952,372.219 425.174,380.104 425.397,292.159 425.619,277.896 425.841,303.761 426.063,259.701 426.285,296.255 \n",
       "  426.507,364.042 426.73,229.975 426.952,312.581 427.174,303.438 427.396,239.127 427.618,286.843 427.841,267.46 428.063,329.913 428.285,276.591 428.507,316.376 \n",
       "  428.729,325.499 428.952,273.291 429.174,310.425 429.396,344.638 429.618,240.051 429.84,261.887 430.062,241.493 430.285,288.677 430.507,269.113 430.729,296.568 \n",
       "  430.951,267.971 431.173,277.974 431.396,289.35 431.618,356.78 431.84,279.466 432.062,328.808 432.284,318.172 432.507,322.953 432.729,332.698 432.951,273.247 \n",
       "  433.173,274.08 433.395,320.315 433.617,310.907 433.84,289.997 434.062,299.312 434.284,319.819 434.506,309.259 434.728,297.609 434.951,318.748 435.173,345.614 \n",
       "  435.395,342.926 435.617,316.563 435.839,305.136 436.062,310.833 436.284,311.809 436.506,271.521 436.728,304.317 436.95,271.55 437.172,366.084 437.395,232.214 \n",
       "  437.617,267.497 437.839,308.658 438.061,316.442 438.283,333.673 438.506,371.766 438.728,325.937 438.95,341.332 439.172,346.938 439.394,289.921 439.617,289.921 \n",
       "  439.839,362.54 440.061,338.023 440.283,355.209 440.505,324.7 440.727,349.226 440.95,342.236 441.172,377.831 441.394,366.024 441.616,289.509 441.838,308.538 \n",
       "  442.061,313.326 442.283,322.17 442.505,327.253 442.727,349.799 442.949,220.047 443.172,314.912 443.394,324.872 443.616,327.529 443.838,363.487 444.06,326.102 \n",
       "  444.282,279.58 444.505,338.184 444.727,319.82 444.949,357.064 445.171,282.414 445.393,299.671 445.616,261.793 445.838,230.355 446.06,292.4 446.282,277.861 \n",
       "  446.504,200.343 446.727,236.228 446.949,294.823 447.171,330.587 447.393,330.41 447.615,340.281 447.837,299.265 448.06,293.883 448.282,285.502 448.504,289.478 \n",
       "  448.726,327.042 448.948,337.782 449.171,333.95 449.393,319.639 449.615,223.109 449.837,202.281 450.059,270.939 450.282,235.207 450.504,359.512 450.726,365.308 \n",
       "  450.948,277.397 451.17,320.586 451.392,269.855 451.615,310.792 451.837,297.453 452.059,273.476 452.281,271.163 452.503,237.74 452.726,280.303 452.948,297.193 \n",
       "  453.17,282.368 453.392,270.903 453.614,254.185 453.837,313.653 454.059,270.481 454.281,229.588 454.503,333.927 454.725,364.341 454.947,319.068 455.17,331.535 \n",
       "  455.392,293.498 455.614,336.466 455.836,339.056 456.058,354.776 456.281,319.863 456.503,270.972 456.725,317.243 456.947,347.4 457.169,275.637 457.392,302.433 \n",
       "  457.614,237.63 457.836,257.425 458.058,286.319 458.28,274.153 458.502,281.525 458.725,307.831 458.947,290.401 459.169,306.043 459.391,321.306 459.613,311.449 \n",
       "  459.836,308.919 460.058,233.179 460.28,228.947 460.502,303.41 460.724,265.656 460.947,303.797 461.169,249.618 461.391,329.878 461.613,320.579 461.835,361.46 \n",
       "  462.057,344.993 462.28,275.963 462.502,301.749 462.724,306.924 462.946,261.585 463.168,295.682 463.391,261.658 463.613,257.34 463.835,293.757 464.057,293.519 \n",
       "  464.279,264.445 464.501,272.772 464.724,331.17 464.946,300.345 465.168,298.708 465.39,351.405 465.612,329.612 465.835,336.846 466.057,274.445 466.279,375.735 \n",
       "  466.501,366.839 466.723,346.913 466.946,230.856 467.168,218.208 467.39,300.361 467.612,301.106 467.834,294.669 468.056,326.079 468.279,274.127 468.501,249.449 \n",
       "  468.723,245.893 468.945,278.954 469.167,304.685 469.39,311.873 469.612,292.672 469.834,262.261 470.056,276.331 470.278,350.209 470.501,297.444 470.723,287.491 \n",
       "  470.945,295.431 471.167,231.786 471.389,304.539 471.611,353.481 471.834,254.354 472.056,298.796 472.278,305.32 472.5,283.653 472.722,249.268 472.945,303.386 \n",
       "  473.167,314.023 473.389,303.301 473.611,305.917 473.833,276.995 474.056,273.961 474.278,297.792 474.5,252.268 474.722,305.991 474.944,268.021 475.166,327.895 \n",
       "  475.389,241.005 475.611,328.443 475.833,322.874 476.055,251.809 476.277,247.34 476.5,261.203 476.722,281.543 476.944,281.543 477.166,281.543 477.388,258.532 \n",
       "  477.611,302.418 477.833,336.099 478.055,282.323 478.277,306.017 478.499,343.192 478.721,328.236 478.944,287.636 479.166,297.633 479.388,321.572 479.61,227.278 \n",
       "  479.832,286.529 480.055,283.919 480.277,303.712 480.499,314.181 480.721,403.748 480.943,222.161 481.166,293.021 481.388,257.724 481.61,301.13 481.832,314.538 \n",
       "  482.054,315.781 482.276,273.308 482.499,276.657 482.721,330.735 482.943,325.696 483.165,301.643 483.387,288.788 483.61,336.273 483.832,327.589 484.054,358.577 \n",
       "  484.276,257.17 484.498,273.131 484.721,238.914 484.943,263.39 485.165,270.451 485.387,238.41 485.609,271.378 485.831,201.948 486.054,302.483 486.276,220.419 \n",
       "  486.498,276.849 486.72,337.299 486.942,275.666 487.165,360.208 487.387,321.07 487.609,245.282 487.831,346.094 488.053,371.8 488.276,347.768 488.498,328.221 \n",
       "  488.72,270.088 488.942,265.842 489.164,236.482 489.386,235.943 489.609,336.286 489.831,278.871 490.053,304.223 490.275,314.178 490.497,314.653 490.72,303.246 \n",
       "  490.942,345.595 491.164,288.248 491.386,371.769 491.608,365.409 491.831,320.811 492.053,306.145 492.275,269.541 492.497,340.218 492.719,350.68 492.941,297.721 \n",
       "  493.164,350.021 493.386,232.386 493.608,277.715 493.83,240.526 494.052,249.499 494.275,334.387 494.497,275.798 494.719,297.16 494.941,340.514 495.163,279.165 \n",
       "  495.386,273.346 495.608,295.819 495.83,313.591 496.052,316.033 496.274,290.966 496.496,242.301 496.719,277.111 496.941,255.69 497.163,315.728 497.385,240.152 \n",
       "  497.607,343.741 497.83,312.008 498.052,251.725 498.274,235.15 498.496,217.6 498.718,310.897 498.941,292.822 499.163,267.627 499.385,298.076 499.607,270.133 \n",
       "  499.829,330.868 500.051,254.97 500.274,277.681 500.496,315.086 500.718,386.396 500.94,387.575 501.162,355.75 501.385,316.501 501.607,251.198 501.829,297.323 \n",
       "  502.051,249.703 502.273,308.129 502.496,296.599 502.718,191.611 502.94,256.608 503.162,358.011 503.384,333.091 503.606,275.161 503.829,262.332 504.051,331.732 \n",
       "  504.273,335.063 504.495,295.69 504.717,347.037 504.94,218.614 505.162,179.417 505.384,220.598 505.606,296.651 505.828,297.045 506.051,298.544 506.273,341.162 \n",
       "  506.495,276.089 506.717,267.871 506.939,243.789 507.161,315.613 507.384,350.617 507.606,356.709 507.828,263.041 508.05,259.86 508.272,317.852 508.495,324.301 \n",
       "  508.717,314.758 508.939,247.863 509.161,228.073 509.383,325.812 509.606,275.874 509.828,300.049 510.05,376.709 510.272,335.384 510.494,295.528 510.716,301.209 \n",
       "  510.939,286.243 511.161,307.442 511.383,288.968 511.605,282.787 511.827,363.241 512.05,373.905 512.272,338.251 512.494,355.737 512.716,331.641 512.938,328.606 \n",
       "  513.16,340.341 513.383,308.558 513.605,267.647 513.827,298.161 514.049,310.59 514.271,297.095 514.494,349.444 514.716,339.641 514.938,221.449 515.16,223.776 \n",
       "  515.382,291.877 515.605,310.053 515.827,338.033 516.049,281.959 516.271,321.427 516.493,341.439 516.715,289.26 516.938,251.219 517.16,296.025 517.382,316.676 \n",
       "  517.604,209.51 517.826,315.922 518.049,338.996 518.271,300.129 518.493,335.843 518.715,333.44 518.937,360.296 519.16,327.687 519.382,278.698 519.604,295.118 \n",
       "  519.826,320.209 520.048,309.662 520.27,301.286 520.493,310.44 520.715,298.923 520.937,365.233 521.159,193.939 521.381,334.846 521.604,333.573 521.826,352.714 \n",
       "  522.048,280.125 522.27,368.099 522.492,374.867 522.715,308.765 522.937,395.288 523.159,422.516 523.381,372.267 523.603,242.104 523.825,326.656 524.048,328.542 \n",
       "  524.27,251.165 524.492,250.599 524.714,240.308 524.936,328.979 525.159,345.071 525.381,322.845 525.603,365.062 525.825,333.756 526.047,381.126 526.27,300.61 \n",
       "  526.492,319.824 526.714,294.123 526.936,330.993 527.158,255.181 527.38,279.513 527.603,331.521 527.825,319.478 528.047,332.657 528.269,238.054 528.491,262.598 \n",
       "  528.714,297.501 528.936,286.535 529.158,304.636 529.38,253.208 529.602,267.771 529.825,335.515 530.047,348.524 530.269,346.912 530.491,329.024 530.713,306.56 \n",
       "  530.935,238 531.158,246.918 531.38,184.917 531.602,299.175 531.824,324.995 532.046,315.812 532.269,360.714 532.491,320.878 532.713,290.424 532.935,247.299 \n",
       "  533.157,284.155 533.38,283.277 533.602,264.554 533.824,262.964 534.046,286.272 534.268,283.184 534.49,232.566 534.713,223.148 534.935,207.57 535.157,335.647 \n",
       "  535.379,320.335 535.601,295.012 535.824,303.489 536.046,368.856 536.268,317.105 536.49,243.065 536.712,223.517 536.935,321.987 537.157,297.2 537.379,297.242 \n",
       "  537.601,269.616 537.823,278.215 538.045,303.777 538.268,317.325 538.49,266.237 538.712,235.182 538.934,256.568 539.156,370.357 539.379,303.192 539.601,325.628 \n",
       "  539.823,260.531 540.045,290.211 540.267,304.571 540.49,279.211 540.712,231.982 540.934,265.507 541.156,259.506 541.378,296.206 541.6,245.901 541.823,296.561 \n",
       "  542.045,259.435 542.267,336.881 542.489,340.113 542.711,333.896 542.934,293.475 543.156,297.103 543.378,396.917 543.6,308.999 543.822,286.288 544.045,247.604 \n",
       "  544.267,257.269 544.489,286.063 544.711,295.244 544.933,292.906 545.155,285.669 545.378,212.773 545.6,309.336 545.822,378.791 546.044,322.183 546.266,248.448 \n",
       "  546.489,304.135 546.711,332.086 546.933,338.737 547.155,384.873 547.377,318.388 547.6,271.585 547.822,255.859 548.044,291.292 548.266,311.847 548.488,287.647 \n",
       "  548.71,256.311 548.933,299.419 549.155,298.68 549.377,252.994 549.599,261.672 549.821,315.544 550.044,377.196 550.266,254.208 550.488,308.875 550.71,300.888 \n",
       "  550.932,319.008 551.155,332.987 551.377,297.152 551.599,304.303 551.821,320.714 552.043,325.224 552.265,330.075 552.488,341.541 552.71,304.722 552.932,277.036 \n",
       "  553.154,290.079 553.376,251.651 553.599,269.296 553.821,287.654 554.043,248.831 554.265,262.15 554.487,265.713 554.71,304.551 554.932,329.481 555.154,252.005 \n",
       "  555.376,271.25 555.598,277.498 555.82,302.379 556.043,272.432 556.265,312.664 556.487,289.504 556.709,247.728 556.931,319.01 557.154,316.684 557.376,317.798 \n",
       "  557.598,266.158 557.82,299.516 558.042,346.301 558.265,274.408 558.487,270.504 558.709,316.615 558.931,262.484 559.153,302.423 559.375,278.12 559.598,286.417 \n",
       "  559.82,305.401 560.042,314.729 560.264,291.913 560.486,263.594 560.709,263.594 560.931,289.357 561.153,271.479 561.375,280.321 561.597,251.127 561.819,338.111 \n",
       "  562.042,320.381 562.264,320.073 562.486,309.056 562.708,282.907 562.93,279.977 563.153,273.525 563.375,270.201 563.597,326.047 563.819,291.404 564.041,299.929 \n",
       "  564.264,326.854 564.486,270.419 564.708,262.552 564.93,320.893 565.152,322.833 565.374,294.538 565.597,365.834 565.819,281.095 566.041,313.957 566.263,313.324 \n",
       "  566.485,308.529 566.708,284.487 566.93,261.572 567.152,341.544 567.374,292.258 567.596,289.465 567.819,274.041 568.041,293.895 568.263,357.357 568.485,369.961 \n",
       "  568.707,360.248 568.929,348.412 569.152,290.535 569.374,302.572 569.596,269.89 569.818,280.314 570.04,210.695 570.263,299.576 570.485,275.411 570.707,326.88 \n",
       "  570.929,292.867 571.151,206.202 571.374,277.822 571.596,268.997 571.818,350.714 572.04,295.733 572.262,298.812 572.484,297.295 572.707,392.416 572.929,366.591 \n",
       "  573.151,356.568 573.373,311.846 573.595,303.207 573.818,315.885 574.04,401.685 574.262,304.854 574.484,330.955 574.706,368.774 574.929,241.441 575.151,276.759 \n",
       "  575.373,257.645 575.595,259.057 575.817,344.033 576.039,313.278 576.262,300.692 576.484,335.605 576.706,339.349 576.928,316.159 577.15,307.761 577.373,304.305 \n",
       "  577.595,276.779 577.817,298.756 578.039,309.772 578.261,316.285 578.484,285.692 578.706,337.945 578.928,395.834 579.15,319.99 579.372,294.359 579.594,251.736 \n",
       "  579.817,313.793 580.039,263.633 580.261,231.854 580.483,265.578 580.705,309.894 580.928,304.52 581.15,321.167 581.372,268.525 581.594,271.605 581.816,307.076 \n",
       "  582.039,310.415 582.261,292.12 582.483,273.32 582.705,301.614 582.927,347.434 583.149,341.017 583.372,340.647 583.594,329.418 583.816,337.925 584.038,306.965 \n",
       "  584.26,274.505 584.483,279.183 584.705,294.16 584.927,265.246 585.149,338.846 585.371,334.946 585.594,327.274 585.816,321.929 586.038,326.257 586.26,318.374 \n",
       "  586.482,324.273 586.704,281.39 586.927,256.503 587.149,286.44 587.371,300.09 587.593,300.09 587.815,334.518 588.038,334.868 588.26,323.246 588.482,265.098 \n",
       "  588.704,232.432 588.926,248.557 589.149,289.815 589.371,281.528 589.593,384.568 589.815,328.247 590.037,293.098 590.259,256.374 590.482,276.327 590.704,303.879 \n",
       "  590.926,316.161 591.148,289.368 591.37,329.84 591.593,317.244 591.815,315.901 592.037,311.379 592.259,308.321 592.481,295.184 592.704,250.278 592.926,299.932 \n",
       "  593.148,342.562 593.37,350.354 593.592,289.346 593.814,315.048 594.037,229.396 594.259,234.709 594.481,317.97 594.703,292.717 594.925,265.421 595.148,265.421 \n",
       "  595.37,247.412 595.592,276.889 595.814,298.292 596.036,320.045 596.259,337.79 596.481,224.288 596.703,337.559 596.925,324.949 597.147,348.92 597.369,338.819 \n",
       "  597.592,379.253 597.814,330.538 598.036,194.798 598.258,277.036 598.48,343.063 598.703,343.246 598.925,323.292 599.147,347.185 599.369,358.885 599.591,320.897 \n",
       "  599.814,349.657 600.036,322.975 600.258,329.828 600.48,318.597 600.702,266.609 600.924,315.928 601.147,310.996 601.369,288.419 601.591,264.513 601.813,235.812 \n",
       "  602.035,272.111 602.258,241.215 602.48,325.798 602.702,334.097 602.924,381.897 603.146,368.12 603.369,374.334 603.591,354.879 603.813,343.547 604.035,288.291 \n",
       "  604.257,342.489 604.479,329.65 604.702,337.747 604.924,217.481 605.146,274.322 605.368,316.529 605.59,292.818 605.813,293.985 606.035,337.997 606.257,305.095 \n",
       "  606.479,275.283 606.701,298.3 606.924,274.988 607.146,291.577 607.368,304.128 607.59,294.365 607.812,321.523 608.034,349.413 608.257,315.375 608.479,318.886 \n",
       "  608.701,319.237 608.923,277.391 609.145,298.167 609.368,328.895 609.59,305.571 609.812,280.796 610.034,354.103 610.256,335.438 610.478,324.113 610.701,263.254 \n",
       "  610.923,265.669 611.145,322.498 611.367,344.135 611.589,277.402 611.812,306.343 612.034,309.128 612.256,345.342 612.478,278.002 612.7,249.674 612.923,223.284 \n",
       "  613.145,345.06 613.367,331.623 613.589,321.985 613.811,309.647 614.033,318.346 614.256,338.598 614.478,292.254 614.7,275.444 614.922,303.882 615.144,293.399 \n",
       "  615.367,235.669 615.589,275.664 615.811,265.475 616.033,255.817 616.255,277.035 616.478,296.782 616.7,330.154 616.922,304.223 617.144,273.883 617.366,250.186 \n",
       "  617.588,269.386 617.811,237.791 618.033,282.905 618.255,263.241 618.477,265.693 618.699,337.726 618.922,345.713 619.144,345.06 619.366,295.317 619.588,257.016 \n",
       "  619.81,243.485 620.033,326.471 620.255,216.1 620.477,268.395 620.699,277.664 620.921,285.268 621.143,302.441 621.366,321.915 621.588,350.373 621.81,337.902 \n",
       "  622.032,323.809 622.254,321.684 622.477,307.472 622.699,320.483 622.921,277.666 623.143,288.289 623.365,263.119 623.588,233.021 623.81,276.377 624.032,297.815 \n",
       "  624.254,318.741 624.476,337.067 624.698,375.552 624.921,184.414 625.143,276.596 625.365,292.294 625.587,271.976 625.809,265.096 626.032,305.37 626.254,320.382 \n",
       "  626.476,265.189 626.698,329.815 626.92,319.705 627.143,320.353 627.365,291.068 627.587,207.7 627.809,276.532 628.031,282.236 628.253,288.389 628.476,297.926 \n",
       "  628.698,276.606 628.92,276.01 629.142,264.499 629.364,256.859 629.587,230.214 629.809,229.642 630.031,200.218 630.253,254.037 630.475,279.522 630.698,279.522 \n",
       "  630.92,251.914 631.142,288.489 631.364,279.633 631.586,359.213 631.808,337.796 632.031,304.72 632.253,348.209 632.475,283.162 632.697,285.366 632.919,286.127 \n",
       "  633.142,305.194 633.364,286.201 633.586,274.952 633.808,326.411 634.03,318.847 634.253,271.643 634.475,229.538 634.697,274.468 634.919,247.419 635.141,300.304 \n",
       "  635.363,361.863 635.586,373.171 635.808,324.072 636.03,317.384 636.252,293.696 636.474,353.599 636.697,342.397 636.919,346.643 637.141,344.549 637.363,299.003 \n",
       "  637.585,319.344 637.808,215.21 638.03,355.725 638.252,273.272 638.474,361.85 638.696,293.499 638.918,260.381 639.141,253.309 639.363,311.605 639.585,341.118 \n",
       "  639.807,321.487 640.029,321.633 640.252,347.837 640.474,305.619 640.696,315.926 640.918,321.696 641.14,260.993 641.363,272.739 641.585,323.587 641.807,270.963 \n",
       "  642.029,272.385 642.251,310.849 642.473,337.343 642.696,282.844 642.918,314.224 643.14,258.89 643.362,269.655 643.584,276.043 643.807,298.29 644.029,273.366 \n",
       "  644.251,240.513 644.473,227.514 644.695,321.716 644.918,333.806 645.14,314.791 645.362,225.991 645.584,338.928 645.806,328.503 646.028,295.874 646.251,318.135 \n",
       "  646.473,335.151 646.695,300.728 646.917,300.728 647.139,309.955 647.362,320.588 647.584,272.159 647.806,272.159 648.028,217.365 648.25,217.365 648.473,275.737 \n",
       "  648.695,241.938 648.917,281.839 649.139,296.468 649.361,337.529 649.583,237.843 649.806,259.915 650.028,332.353 650.25,249.127 650.472,259.973 650.694,275.343 \n",
       "  650.917,275.343 651.139,313.245 651.361,294.352 651.583,224.832 651.805,373.028 652.028,393.25 652.25,329.331 652.472,381.688 652.694,303.882 652.916,303.339 \n",
       "  653.138,274.118 653.361,305.299 653.583,316.204 653.805,299.684 654.027,306.296 654.249,319.793 654.472,281.142 654.694,246.485 654.916,266.795 655.138,290.555 \n",
       "  655.36,290.473 655.582,315.139 655.805,293.804 656.027,297.603 656.249,290.803 656.471,283.819 656.693,275.753 656.916,343.413 657.138,315.669 657.36,271.525 \n",
       "  657.582,262.453 657.804,275.495 658.027,304.38 658.249,360.548 658.471,352.828 658.693,288.369 658.915,328.899 659.137,296.75 659.36,310.231 659.582,338.14 \n",
       "  659.804,289.056 660.026,331.185 660.248,262.308 660.471,213.203 660.693,186.297 660.915,187.845 661.137,240.568 661.359,249.575 661.582,257.79 661.804,322.525 \n",
       "  662.026,300.849 662.248,274.481 662.47,327.358 662.692,281.692 662.915,274.24 663.137,305.313 663.359,297.427 663.581,277.935 663.803,360.795 664.026,286.656 \n",
       "  664.248,323.619 664.47,310.127 664.692,284.511 664.914,271.652 665.137,260.134 665.359,355.235 665.581,271.721 665.803,310.254 666.025,246.071 666.247,310.67 \n",
       "  666.47,338.539 666.692,349.987 666.914,369.712 667.136,348.7 667.358,227.128 667.581,235.459 667.803,278.497 668.025,312.791 668.247,319.2 668.469,283.4 \n",
       "  668.692,232.813 668.914,234.415 669.136,289.939 669.358,241.343 669.58,253.926 669.802,281.167 670.025,316.219 670.247,348.047 670.469,273.206 670.691,299.53 \n",
       "  670.913,348.808 671.136,356.425 671.358,371.684 671.58,350.059 671.802,374.149 672.024,358.871 672.247,325.419 672.469,307.948 672.691,309.237 672.913,295.891 \n",
       "  673.135,328.619 673.357,306.195 673.58,292.923 673.802,291.023 674.024,339.746 674.246,308.751 674.468,328.69 674.691,314.735 674.913,246.63 675.135,327.076 \n",
       "  675.357,286.291 675.579,313.182 675.802,306.913 676.024,304.479 676.246,351.313 676.468,304.775 676.69,334.771 676.912,332.897 677.135,263.358 677.357,328.161 \n",
       "  677.579,328.161 677.801,350.42 678.023,347.656 678.246,294.464 678.468,268.461 678.69,313.755 678.912,316.473 679.134,352.883 679.357,234.652 679.579,230.406 \n",
       "  679.801,302.458 680.023,289.331 680.245,329.611 680.467,360.458 680.69,246.746 680.912,303.89 681.134,337.004 681.356,337.004 681.578,323.182 681.801,324.702 \n",
       "  682.023,309.039 682.245,319.022 682.467,307.79 682.689,314.1 682.912,310.374 683.134,295.163 683.356,296.823 683.578,270.241 683.8,266.369 684.022,318.451 \n",
       "  684.245,293.051 684.467,323.964 684.689,295.164 684.911,286.758 685.133,287.876 685.356,287.876 685.578,257.42 685.8,271.129 686.022,333.058 686.244,304.667 \n",
       "  686.467,329.725 686.689,223.946 686.911,236.488 687.133,300.405 687.355,310.411 687.577,316.81 687.8,322.243 688.022,329.364 688.244,300.529 688.466,350.436 \n",
       "  688.688,341.098 688.911,271.801 689.133,234.957 689.355,327.368 689.577,371.449 689.799,371.285 690.022,337.966 690.244,332.749 690.466,240.927 690.688,284.858 \n",
       "  690.91,337.718 691.132,342.22 691.355,342.22 691.577,347.599 691.799,311.973 692.021,303.941 692.243,293.362 692.466,333.661 692.688,293.103 692.91,330.117 \n",
       "  693.132,296.593 693.354,340.889 693.577,392.428 693.799,279.389 694.021,275.455 694.243,262.558 694.465,289.422 694.687,382.009 694.91,400.28 695.132,399.007 \n",
       "  695.354,309.975 695.576,298.455 695.798,354.691 696.021,265.489 696.243,402.357 696.465,348.138 696.687,241.822 696.909,311.499 697.132,377.293 697.354,278.596 \n",
       "  697.576,322.504 697.798,297.999 698.02,330.113 698.242,256.414 698.465,265.958 698.687,256.683 698.909,308.138 699.131,262.82 699.353,262.82 699.576,283.791 \n",
       "  699.798,338.876 700.02,325.08 700.242,325.08 700.464,283.503 700.687,319.164 700.909,323.37 701.131,314.455 701.353,261.824 701.575,303.135 701.797,347.267 \n",
       "  702.02,364.168 702.242,323.534 702.464,372.701 702.686,341.68 702.908,342.079 703.131,315.226 703.353,343.775 703.575,338.078 703.797,315.302 704.019,296.273 \n",
       "  704.241,359.152 704.464,246.754 704.686,288.523 704.908,371.723 705.13,303.62 705.352,304.044 705.575,276.313 705.797,307.296 706.019,374.199 706.241,293.831 \n",
       "  706.463,354.822 706.686,256.231 706.908,243.557 707.13,285.575 707.352,301.744 707.574,315.154 707.796,327.4 708.019,317.399 708.241,262.648 708.463,222.015 \n",
       "  708.685,334.573 708.907,320.699 709.13,328.889 709.352,394.372 709.574,347.615 709.796,305.731 710.018,288.901 710.241,295.457 710.463,278.19 710.685,250.972 \n",
       "  710.907,296.708 711.129,340.52 711.351,295.329 711.574,321.417 711.796,304.652 712.018,288.332 712.24,220.466 712.462,340.17 712.685,325.19 712.907,255.148 \n",
       "  713.129,290.827 713.351,388.029 713.573,239.889 713.796,348.332 714.018,338.85 714.24,303.855 714.462,293.643 714.684,300.148 714.906,313.064 715.129,229.081 \n",
       "  715.351,306.608 715.573,319.205 715.795,316.865 716.017,279.372 716.24,270.704 716.462,273.076 716.684,248.325 716.906,293.412 717.128,291.08 717.351,281.324 \n",
       "  717.573,309.27 717.795,266.175 718.017,336.934 718.239,336.332 718.461,296.561 718.684,257.337 718.906,226.214 719.128,259.804 719.35,270.1 719.572,284.665 \n",
       "  719.795,285.166 720.017,321.575 720.239,309.314 720.461,314.928 720.683,298.933 720.906,333.156 721.128,297.405 721.35,271.039 721.572,344.902 721.794,344.479 \n",
       "  722.016,325.101 722.239,292.398 722.461,373.719 722.683,361.999 722.905,337.485 723.127,316.632 723.35,274.914 723.572,309.077 723.794,238.887 724.016,235.426 \n",
       "  724.238,245.313 724.461,301.552 724.683,351.924 724.905,319.027 725.127,281.045 725.349,306.673 725.571,322.773 725.794,343.598 726.016,338.171 726.238,323.161 \n",
       "  726.46,326.66 726.682,349.572 726.905,286.506 727.127,321.041 727.349,288.737 727.571,281.205 727.793,293.799 728.016,337.317 728.238,279.173 728.46,296.294 \n",
       "  728.682,279.821 728.904,326.113 729.126,289.386 729.349,313.12 729.571,329.489 729.793,285.87 730.015,323.201 730.237,312.595 730.46,302.943 730.682,290.657 \n",
       "  730.904,287.407 731.126,294.404 731.348,312.52 731.571,348.159 731.793,341.849 732.015,323.06 732.237,305.24 732.459,294.373 732.681,294.111 732.904,243.744 \n",
       "  733.126,245.325 733.348,304.402 733.57,267.512 733.792,301.255 734.015,305.32 734.237,305.32 734.459,315.15 734.681,320.71 734.903,228.699 735.126,298.263 \n",
       "  735.348,302.318 735.57,329.554 735.792,283.69 736.014,300.967 736.236,293.146 736.459,329.672 736.681,339.97 736.903,326.489 737.125,308.251 737.347,275.162 \n",
       "  737.57,275.162 737.792,284.24 738.014,378.052 738.236,284.167 738.458,282.416 738.681,304.508 738.903,326.715 739.125,298.287 739.347,253.747 739.569,287.87 \n",
       "  739.791,323.44 740.014,285.706 740.236,307.105 740.458,275.959 740.68,269.749 740.902,329.843 741.125,311.178 741.347,285.127 741.569,299.274 741.791,341.425 \n",
       "  742.013,314.008 742.236,282.926 742.458,298.166 742.68,273.811 742.902,291.355 743.124,276.801 743.346,298.954 743.569,282.844 743.791,307.277 744.013,295.33 \n",
       "  744.235,303.742 744.457,314.529 744.68,320.108 744.902,341.029 745.124,320.474 745.346,293.055 745.568,347.858 745.791,240.249 746.013,278.043 746.235,293.678 \n",
       "  746.457,249.476 746.679,267.534 746.901,248.294 747.124,285.831 747.346,279.206 747.568,351.462 747.79,347.827 748.012,290.125 748.235,240.273 748.457,280.427 \n",
       "  748.679,220.985 748.901,272.76 749.123,285.191 749.346,246.138 749.568,275.746 749.79,276.537 750.012,326.043 750.234,320.078 750.456,330.078 750.679,364.827 \n",
       "  750.901,253.386 751.123,318.011 751.345,306.564 751.567,311.005 751.79,282.38 752.012,273.963 752.234,325.555 752.456,349.656 752.678,317.038 752.9,343.655 \n",
       "  753.123,279.059 753.345,267.862 753.567,316.839 753.789,242.59 754.011,243.14 754.234,280.738 754.456,303.006 754.678,316.949 754.9,295.154 755.122,267.863 \n",
       "  755.345,247.493 755.567,347.81 755.789,288.043 756.011,273.315 756.233,257.497 756.455,323.29 756.678,235.37 756.9,266.132 757.122,272.351 757.344,319.259 \n",
       "  757.566,300.216 757.789,324.889 758.011,271.012 758.233,294.531 758.455,286.004 758.677,307.558 758.9,322.192 759.122,342.562 759.344,340.621 759.566,293.373 \n",
       "  759.788,293.752 760.01,299.437 760.233,287.247 760.455,367.056 760.677,270.396 760.899,336.429 761.121,328.773 761.344,359.912 761.566,327.594 761.788,337.757 \n",
       "  762.01,311.77 762.232,319.072 762.455,382.657 762.677,292.223 762.899,314.288 763.121,324.031 763.343,305.965 763.565,316.508 763.788,321.825 764.01,304.494 \n",
       "  764.232,363.257 764.454,360.6 764.676,373.008 764.899,321.001 765.121,356.166 765.343,307.939 765.565,285.031 765.787,277.163 766.01,214.82 766.232,330.503 \n",
       "  766.454,302.73 766.676,269.428 766.898,305.256 767.12,264.64 767.343,293.093 767.565,335.256 767.787,315.637 768.009,284.518 768.231,355.969 768.454,343.365 \n",
       "  768.676,296.263 768.898,251.573 769.12,237.567 769.342,329.889 769.565,319.079 769.787,337.909 770.009,313.252 770.231,372.133 770.453,351.609 770.675,335.248 \n",
       "  770.898,310.174 771.12,231.374 771.342,281.981 771.564,315.155 771.786,335.462 772.009,367.595 772.231,315.755 772.453,311.482 772.675,300.356 772.897,306.778 \n",
       "  773.12,340.497 773.342,330.297 773.564,354.875 773.786,264.8 774.008,286.439 774.23,245.246 774.453,269.714 774.675,320.36 774.897,287.665 775.119,310.372 \n",
       "  775.341,283.537 775.564,305.428 775.786,295.774 776.008,262.032 776.23,284.108 776.452,263.286 776.675,296.119 776.897,313.528 777.119,229.711 777.341,241.208 \n",
       "  777.563,249.097 777.785,235.657 778.008,304.523 778.23,310.218 778.452,274.231 778.674,262.014 778.896,297.746 779.119,254.364 779.341,240.339 779.563,241.035 \n",
       "  779.785,230.148 780.007,337.089 780.23,325.877 780.452,311.967 780.674,275.811 780.896,358.741 781.118,371.983 781.34,248.845 781.563,248.845 781.785,265.755 \n",
       "  782.007,203.683 782.229,294.25 782.451,280.801 782.674,269.336 782.896,290.365 783.118,270.909 783.34,332.483 783.562,334.361 783.785,251.796 784.007,311.633 \n",
       "  784.229,340.379 784.451,293.655 784.673,339.13 784.895,333.957 785.118,290.13 785.34,259.664 785.562,312.31 785.784,313.59 786.006,326.456 786.229,280.196 \n",
       "  786.451,241.777 786.673,261.629 786.895,245.685 787.117,291.539 787.34,329.887 787.562,321.632 787.784,309.507 788.006,306.733 788.228,316.121 788.45,332.805 \n",
       "  788.673,291.735 788.895,335.663 789.117,299.447 789.339,286.841 789.561,303.354 789.784,339.932 790.006,314.198 790.228,316.384 790.45,303.051 790.672,264.464 \n",
       "  790.895,246.062 791.117,238.291 791.339,276.639 791.561,262.766 791.783,289.739 792.005,255.857 792.228,238.659 792.45,320.117 792.672,265.085 792.894,274.608 \n",
       "  793.116,310.306 793.339,356.443 793.561,335.054 793.783,332.298 794.005,289.473 794.227,320.109 794.45,260.297 794.672,294.432 794.894,303.963 795.116,292.29 \n",
       "  795.338,317.394 795.56,268.548 795.783,274.725 796.005,244.729 796.227,260.985 796.449,334.371 796.671,306.38 796.894,328.999 797.116,319.539 797.338,298.502 \n",
       "  797.56,312.348 797.782,282.953 798.005,297.656 798.227,288.862 798.449,308.218 798.671,294.866 798.893,288.34 799.115,212.655 799.338,297.439 799.56,297.547 \n",
       "  799.782,297.325 800.004,305.393 800.226,293.307 800.449,307.376 800.671,226.617 800.893,261.017 801.115,188.843 801.337,285.138 801.559,340.616 801.782,259.966 \n",
       "  802.004,326.771 802.226,263.239 802.448,206.851 802.67,196.044 802.893,317.152 803.115,280.98 803.337,338.733 803.559,352.086 803.781,270.628 804.004,258.609 \n",
       "  804.226,305.073 804.448,340.258 804.67,285.041 804.892,316.544 805.114,319.734 805.337,313.503 805.559,331.311 805.781,321.657 806.003,287.319 806.225,319.111 \n",
       "  806.448,322.481 806.67,326.846 806.892,312.588 807.114,267.149 807.336,300.716 807.559,277.948 807.781,330.989 808.003,316.701 808.225,308.95 808.447,272.45 \n",
       "  808.669,319.588 808.892,253.56 809.114,238.173 809.336,323.972 809.558,280.041 809.78,274.684 810.003,278.469 810.225,337.297 810.447,339.231 810.669,358.317 \n",
       "  810.891,358.317 811.114,350.508 811.336,318.331 811.558,313.521 811.78,291.306 812.002,293.83 812.224,273.082 812.447,257.071 812.669,310.012 812.891,340.062 \n",
       "  813.113,317.644 813.335,317.644 813.558,304.444 813.78,356.832 814.002,282.582 814.224,331.037 814.446,315.453 814.669,323.898 814.891,312.563 815.113,292.645 \n",
       "  815.335,246.507 815.557,307.393 815.779,307.64 816.002,237.796 816.224,274.184 816.446,308.794 816.668,271.577 816.89,303.058 817.113,326.966 817.335,259.614 \n",
       "  817.557,332.574 817.779,298.797 818.001,328.233 818.224,197.186 818.446,222.708 818.668,314.804 818.89,239.176 819.112,323.965 819.334,288.732 819.557,258.126 \n",
       "  819.779,243.72 820.001,290.538 820.223,345.235 820.445,345.235 820.668,326.844 820.89,280.818 821.112,336.922 821.334,318.422 821.556,315.452 821.779,254.102 \n",
       "  822.001,289.918 822.223,301.427 822.445,355.338 822.667,232.955 822.889,197.36 823.112,209.579 823.334,215.878 823.556,253.51 823.778,184.82 824,362.457 \n",
       "  824.223,321.289 824.445,292.357 824.667,205.789 824.889,267.94 825.111,310.263 825.334,317.744 825.556,263.487 825.778,312.838 826,271.142 826.222,311.499 \n",
       "  826.444,273.204 826.667,359.532 826.889,372.618 827.111,367.883 827.333,380.663 827.555,292.034 827.778,287.106 828,338.866 828.222,350.906 828.444,273.639 \n",
       "  828.666,314.498 828.889,265.802 829.111,298.957 829.333,276.304 829.555,279.761 829.777,264.074 829.999,248.438 830.222,286.194 830.444,333.526 830.666,292.521 \n",
       "  830.888,310.166 831.11,287.102 831.333,298.209 831.555,362.764 831.777,290.105 831.999,251.019 832.221,280.43 832.444,257.126 832.666,304.096 832.888,245.456 \n",
       "  833.11,325.843 833.332,248.791 833.554,328.537 833.777,270.221 833.999,309.908 834.221,341.874 834.443,239.808 834.665,320.528 834.888,300.243 835.11,326.66 \n",
       "  835.332,326.66 835.554,340.954 835.776,350.622 835.999,287.945 836.221,288.843 836.443,309.819 836.665,316.941 836.887,254.691 837.109,244.253 837.332,276.115 \n",
       "  837.554,305.623 837.776,292.442 837.998,353.714 838.22,338.122 838.443,317.607 838.665,301.36 838.887,267.502 839.109,282.862 839.331,277.14 839.554,324.488 \n",
       "  839.776,268.535 839.998,301.644 840.22,264.683 840.442,293.991 840.664,293.991 840.887,254.401 841.109,231.14 841.331,257.625 841.553,304.166 841.775,289.571 \n",
       "  841.998,268.995 842.22,377.204 842.442,355.927 842.664,343.276 842.886,354.195 843.109,363.734 843.331,346.132 843.553,346.789 843.775,325.851 843.997,316.157 \n",
       "  844.219,339.438 844.442,253.639 844.664,358.102 844.886,236.014 845.108,303.192 845.33,248.139 845.553,272.315 845.775,285.754 845.997,252.578 846.219,338.362 \n",
       "  846.441,316.472 846.664,337.355 846.886,338.816 847.108,365.699 847.33,312.871 847.552,359.524 847.774,356.945 847.997,352.143 848.219,361.41 848.441,323.624 \n",
       "  848.663,315.991 848.885,315.658 849.108,291.588 849.33,269.287 849.552,280.604 849.774,342.594 849.996,320.677 850.218,380.016 850.441,352.249 850.663,348.735 \n",
       "  850.885,268.15 851.107,308.35 851.329,232.108 851.552,268.688 851.774,245.635 851.996,243.013 852.218,318.846 852.44,299.817 852.663,290.48 852.885,280.859 \n",
       "  853.107,324.674 853.329,250.302 853.551,305.889 853.773,316.328 853.996,302.361 854.218,323.812 854.44,308.473 854.662,326.58 854.884,312.081 855.107,312.081 \n",
       "  855.329,242.847 855.551,258.724 855.773,288.668 855.995,288.668 856.218,298.556 856.44,279.131 856.662,208.739 856.884,300.541 857.106,261.466 857.328,312.096 \n",
       "  857.551,311.217 857.773,267.661 857.995,329.019 858.217,333.178 858.439,292.195 858.662,295.268 858.884,328.906 859.106,295.731 859.328,303.606 859.55,348.266 \n",
       "  859.773,351.383 859.995,327.271 860.217,272.342 860.439,301.291 860.661,280.87 860.883,274.039 861.106,309.753 861.328,263.001 861.55,297.847 861.772,382.334 \n",
       "  861.994,356.613 862.217,383.826 862.439,196.023 862.661,270.705 862.883,304.216 863.105,285.452 863.328,315.47 863.55,312.325 863.772,248.183 863.994,308.627 \n",
       "  864.216,205.382 864.438,253.168 864.661,325.366 864.883,328.991 865.105,290.651 865.327,289.338 865.549,288.699 865.772,213.997 865.994,237.752 866.216,255.75 \n",
       "  866.438,290.993 866.66,313.39 866.883,350.296 867.105,305.031 867.327,285.474 867.549,277.241 867.771,235.934 867.993,251.899 868.216,340.992 868.438,325.466 \n",
       "  868.66,270.538 868.882,256.31 869.104,243.183 869.327,241.69 869.549,312.938 869.771,261.849 869.993,258.326 870.215,326.984 870.438,382.406 870.66,262.975 \n",
       "  870.882,295.045 871.104,364.222 871.326,330.13 871.548,241.003 871.771,291.798 871.993,361.246 872.215,351.586 872.437,231.785 872.659,233.069 872.882,243.663 \n",
       "  873.104,335.765 873.326,267.375 873.548,260.889 873.77,287.703 873.993,264.622 874.215,269.971 874.437,235.007 874.659,261.398 874.881,290.508 875.103,313.205 \n",
       "  875.326,299.765 875.548,303.703 875.77,303.703 875.992,305.202 876.214,296.833 876.437,292.149 876.659,295.526 876.881,337.953 877.103,278.5 877.325,268.498 \n",
       "  877.548,267.757 877.77,301.093 877.992,346.065 878.214,292.636 878.436,285.698 878.658,225.351 878.881,356.524 879.103,301.426 879.325,335.061 879.547,330.337 \n",
       "  879.769,353.506 879.992,320.655 880.214,275.753 880.436,302.297 880.658,250.059 880.88,296.729 881.103,319.353 881.325,323.807 881.547,252.277 881.769,302.97 \n",
       "  881.991,324.498 882.213,311.993 882.436,331.834 882.658,279.341 882.88,276.562 883.102,361.678 883.324,295.405 883.547,295.268 883.769,267.051 883.991,267.051 \n",
       "  884.213,322.529 884.435,295.737 884.658,369.686 884.88,327.496 885.102,315.858 885.324,399.61 885.546,379.515 885.768,380.368 885.991,364.874 886.213,292.204 \n",
       "  886.435,322.192 886.657,358.835 886.879,291.871 887.102,277.185 887.324,283.829 887.546,283.829 887.768,284.683 887.99,296.673 888.213,223.212 888.435,268.063 \n",
       "  888.657,334.092 888.879,299.998 889.101,297.321 889.323,230.828 889.546,298.248 889.768,275.559 889.99,289.961 890.212,267.896 890.434,366.922 890.657,351.46 \n",
       "  890.879,319.201 891.101,363.815 891.323,342.68 891.545,368.749 891.768,255.217 891.99,325.879 892.212,333.321 892.434,303.407 892.656,283.43 892.878,232.723 \n",
       "  893.101,314.539 893.323,296.896 893.545,310.807 893.767,375.218 893.989,368.885 894.212,282.152 894.434,325.815 894.656,302.834 894.878,348.413 895.1,322.183 \n",
       "  895.322,256.942 895.545,308.736 895.767,295.626 895.989,312.158 896.211,259.177 896.433,258.062 896.656,237.732 896.878,295.391 897.1,324.665 897.322,239.453 \n",
       "  897.544,262.799 897.767,300.512 897.989,345.969 898.211,356.431 898.433,265.152 898.655,306.724 898.877,284.747 899.1,261.929 899.322,222.665 899.544,223.713 \n",
       "  899.766,223.713 899.988,280.501 900.211,318.671 900.433,240.595 900.655,294.492 900.877,294.376 901.099,338.66 901.322,329.815 901.544,319.272 901.766,333.942 \n",
       "  901.988,327.248 902.21,327.436 902.432,305.676 902.655,312.637 902.877,303.202 903.099,315.647 903.321,308.299 903.543,312.074 903.766,330.882 903.988,334.877 \n",
       "  904.21,313.352 904.432,325.354 904.654,341.821 904.877,366.865 905.099,304.398 905.321,338.515 905.543,242.058 905.765,308.851 905.987,297.059 906.21,284.462 \n",
       "  906.432,376.399 906.654,245.335 906.876,236.512 907.098,207.738 907.321,237.792 907.543,237.792 907.765,237.792 907.987,236.058 908.209,323.343 908.432,274.32 \n",
       "  908.654,324.367 908.876,357.155 909.098,231.247 909.32,309.013 909.542,302.189 909.765,229.808 909.987,246.436 910.209,316.064 910.431,305.215 910.653,319.053 \n",
       "  910.876,311.897 911.098,310.291 911.32,328.229 911.542,318.089 911.764,285.877 911.987,285.877 912.209,347.718 912.431,325.665 912.653,331.721 912.875,311.105 \n",
       "  913.097,327.808 913.32,290.205 913.542,352.74 913.764,311.28 913.986,283.375 914.208,331.07 914.431,309.166 914.653,278.093 914.875,296.735 915.097,263.789 \n",
       "  915.319,334.35 915.542,330.312 915.764,297.953 915.986,233.683 916.208,250.554 916.43,205.144 916.652,294.701 916.875,264.73 917.097,246.831 917.319,254.293 \n",
       "  917.541,254.293 917.763,254.293 917.986,342.562 918.208,300.251 918.43,290.655 918.652,303.304 918.874,288.622 919.097,293.654 919.319,295.567 919.541,314.591 \n",
       "  919.763,250.812 919.985,272.726 920.207,258.004 920.43,296.107 920.652,354.105 920.874,318.833 921.096,337.865 921.318,327.725 921.541,323.062 921.763,324.706 \n",
       "  921.985,279.767 922.207,322.203 922.429,305.092 922.652,337.93 922.874,350.28 923.096,255.601 923.318,283.122 923.54,334.258 923.762,250.702 923.985,297.807 \n",
       "  924.207,351.913 924.429,266.649 924.651,246.752 924.873,266.481 925.096,256.064 925.318,277.732 925.54,318.297 925.762,333.857 925.984,314.848 926.207,319.022 \n",
       "  926.429,248.55 926.651,256.402 926.873,289.78 927.095,266.803 927.317,307.915 927.54,296.926 927.762,334.993 927.984,335.779 928.206,264.994 928.428,334.284 \n",
       "  928.651,299.601 928.873,311.331 929.095,239.915 929.317,217.564 929.539,363.011 929.762,343.667 929.984,336.439 930.206,286.898 930.428,350.455 930.65,276.135 \n",
       "  930.872,247.936 931.095,299.938 931.317,309.087 931.539,264.782 931.761,346.638 931.983,289.687 932.206,331.765 932.428,322.611 932.65,277.396 932.872,306.697 \n",
       "  933.094,375.731 933.317,381.181 933.539,305.904 933.761,316.758 933.983,263.814 934.205,261.186 934.427,259.653 934.65,284.436 934.872,335.434 935.094,349.412 \n",
       "  935.316,358.61 935.538,368.016 935.761,309.666 935.983,339.514 936.205,218.899 936.427,271.5 936.649,241.547 936.872,265.212 937.094,326.02 937.316,338.287 \n",
       "  937.538,336.411 937.76,282.043 937.982,286.516 938.205,337.118 938.427,332.407 938.649,289.249 938.871,308.978 939.093,339.677 939.316,380.641 939.538,347.916 \n",
       "  939.76,270.994 939.982,331.438 940.204,308.345 940.427,308.345 940.649,314.395 940.871,380.596 941.093,372.031 941.315,403.769 941.537,421.319 941.76,295.502 \n",
       "  941.982,295.502 942.204,314.713 942.426,324.273 942.648,305.031 942.871,268.387 943.093,319.697 943.315,285.122 943.537,385.067 943.759,363.354 943.981,262.145 \n",
       "  944.204,317.369 944.426,288.425 944.648,293.751 944.87,323.358 945.092,337.906 945.315,357.75 945.537,300.83 945.759,336.107 945.981,309.088 946.203,357.658 \n",
       "  946.426,355.596 946.648,349.152 946.87,334.566 947.092,322.106 947.314,372.267 947.536,286.12 947.759,278.349 947.981,312.017 948.203,292.62 948.425,301.253 \n",
       "  948.647,355.024 948.87,354.656 949.092,364.114 949.314,354.925 949.536,279.376 949.758,247.26 949.981,382.481 950.203,329.335 950.425,290.4 950.647,297.909 \n",
       "  950.869,350.913 951.091,356.738 951.314,300.027 951.536,252.603 951.758,296.921 951.98,270.806 952.202,267.174 952.425,261.571 952.647,257.264 952.869,280.961 \n",
       "  953.091,334.695 953.313,310.157 953.536,344.565 953.758,340.607 953.98,299.129 954.202,294.357 954.424,297.568 954.646,302.636 954.869,311.927 955.091,292.707 \n",
       "  955.313,292.707 955.535,259.639 955.757,307.989 955.98,283.411 956.202,293.399 956.424,298.899 956.646,320.85 956.868,341.925 957.091,324.076 957.313,366.976 \n",
       "  957.535,305.996 957.757,255.29 957.979,313.37 958.201,306.498 958.424,253.604 958.646,224.085 958.868,334.083 959.09,308.256 959.312,270.737 959.535,321.495 \n",
       "  959.757,239.567 959.979,239.567 960.201,234.337 960.423,336.421 960.646,257.243 960.868,280.115 961.09,271.626 961.312,282.502 961.534,191.945 961.756,192.515 \n",
       "  961.979,342.481 962.201,346.103 962.423,365.614 962.645,292.117 962.867,360.42 963.09,337.097 963.312,274.368 963.534,314.617 963.756,266.582 963.978,279.413 \n",
       "  964.201,92.0402 964.423,177.427 964.645,206.398 964.867,226.412 965.089,219.868 965.311,239.559 965.534,279.231 965.756,319.181 965.978,324.441 966.2,273.9 \n",
       "  966.422,344.739 966.645,284.137 966.867,261.505 967.089,283.894 967.311,253.416 967.533,310.916 967.756,283.841 967.978,335.249 968.2,308.798 968.422,320.193 \n",
       "  968.644,318.597 968.866,372.836 969.089,389.666 969.311,334.767 969.533,322.022 969.755,317.44 969.977,318.551 970.2,315.691 970.422,297.044 970.644,306.868 \n",
       "  970.866,299.836 971.088,299.836 971.311,260.174 971.533,328.35 971.755,370.213 971.977,210.75 972.199,255.066 972.421,305.128 972.644,249.865 972.866,324.352 \n",
       "  973.088,337.895 973.31,307.473 973.532,332.498 973.755,250.784 973.977,269.039 974.199,231.643 974.421,205.669 974.643,312.699 974.866,312.699 975.088,290.34 \n",
       "  975.31,274.816 975.532,293.14 975.754,317.007 975.976,231.805 976.199,288.659 976.421,268.827 976.643,264.345 976.865,342.464 977.087,296.317 977.31,269.843 \n",
       "  977.532,278.362 977.754,318.5 977.976,351.379 978.198,361.199 978.421,242.502 978.643,306.441 978.865,329.377 979.087,320.526 979.309,303.153 979.531,262.268 \n",
       "  979.754,219.798 979.976,301.493 980.198,290.75 980.42,229.793 980.642,243.558 980.865,334.963 981.087,363.176 981.309,339.785 981.531,350.507 981.753,338.965 \n",
       "  981.976,346.381 982.198,297.687 982.42,337.205 982.642,243.966 982.864,282.488 983.086,299.395 983.309,282.696 983.531,307.103 983.753,311.395 983.975,270.245 \n",
       "  984.197,264.125 984.42,341.193 984.642,300.444 984.864,328.806 985.086,265.878 985.308,304.091 985.531,326.583 985.753,290.818 985.975,288.758 986.197,340.949 \n",
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       "  383.133,928.202 383.347,967.83 383.561,947.922 383.776,958.49 383.99,959.253 384.204,953.096 384.418,948.964 384.633,926.609 384.847,893.392 385.061,950.703 \n",
       "  385.276,900.983 385.49,975.865 385.704,740.219 385.919,710.084 386.133,1016.93 386.347,917.304 386.561,954.379 386.776,954.379 386.99,933.075 387.204,915.143 \n",
       "  387.419,915.067 387.633,1001.23 387.847,943.114 388.062,909.301 388.276,975.283 388.49,944.372 388.704,890.369 388.919,920.288 389.133,879.717 389.347,908.739 \n",
       "  389.562,942.314 389.776,956.239 389.99,863.713 390.204,878.405 390.419,924.488 390.633,905.423 390.847,924.331 391.062,941.767 391.276,922.012 391.49,903.993 \n",
       "  391.705,910.367 391.919,945.15 392.133,896.893 392.347,940.671 392.562,931.802 392.776,908.436 392.99,964.195 393.205,850.763 393.419,828.683 393.633,994.377 \n",
       "  393.847,905.876 394.062,885.271 394.276,865.208 394.49,873.324 394.705,935.588 394.919,970.92 395.133,960.56 395.348,971.977 395.562,986.433 395.776,862.399 \n",
       "  395.99,941.027 396.205,942.497 396.419,966.826 396.633,967.962 396.848,915.874 397.062,928.175 397.276,974.044 397.491,867.468 397.705,919.079 397.919,941.336 \n",
       "  398.133,958.639 398.348,934.153 398.562,983.315 398.776,820.605 398.991,968.19 399.205,971.458 399.419,854.245 399.633,953.716 399.848,961.247 400.062,883.761 \n",
       "  400.276,869.532 400.491,793.8 400.705,923.198 400.919,868.198 401.134,859.504 401.348,889.623 401.562,919.328 401.776,1003.31 401.991,834.496 402.205,921.792 \n",
       "  402.419,942.838 402.634,920.385 402.848,920.385 403.062,861.904 403.276,967.753 403.491,968.976 403.705,968.939 403.919,946.927 404.134,997.578 404.348,989.405 \n",
       "  404.562,969.779 404.777,930.038 404.991,987.381 405.205,959.127 405.419,849.486 405.634,962.827 405.848,958.291 406.062,929.126 406.277,897.144 406.491,963.809 \n",
       "  406.705,904.324 406.919,949.491 407.134,946.873 407.348,973.362 407.562,957.051 407.777,985.611 407.991,915.5 408.205,937.531 408.42,879.965 408.634,952.169 \n",
       "  408.848,918.345 409.062,954.82 409.277,954.176 409.491,930.961 409.705,954.824 409.92,956.705 410.134,958.416 410.348,932.401 410.563,998.572 410.777,920.271 \n",
       "  410.991,919.785 411.205,894.696 411.42,956.211 411.634,951.869 411.848,948.622 412.063,924.361 412.277,975.082 412.491,901.262 412.705,959.626 412.92,995.573 \n",
       "  413.134,947.946 413.348,975.049 413.563,973.989 413.777,956.983 413.991,864.776 414.206,861.338 414.42,840.242 414.634,935.2 414.848,911.456 415.063,890.615 \n",
       "  415.277,916.019 415.491,962.02 415.706,957.814 415.92,953.885 416.134,1006.42 416.348,925.419 416.563,847.636 416.777,807.596 416.991,907.786 417.206,879.88 \n",
       "  417.42,980.215 417.634,878.266 417.849,983.92 418.063,904.978 418.277,947.176 418.491,923.178 418.706,1004.64 418.92,885.018 419.134,937.623 419.349,981.603 \n",
       "  419.563,985.792 419.777,892.454 419.992,951.444 420.206,820.117 420.42,935.694 420.634,897.44 420.849,895.533 421.063,940.656 421.277,908.517 421.492,928.467 \n",
       "  421.706,931.432 421.92,933.591 422.134,939.155 422.349,927.254 422.563,807.517 422.777,992.368 422.992,869.704 423.206,957.697 423.42,956.194 423.635,930.017 \n",
       "  423.849,806.332 424.063,988.219 424.277,859.14 424.492,842.213 424.706,845.774 424.92,851.468 425.135,894.593 425.349,897.483 425.563,926.839 425.777,898.122 \n",
       "  425.992,923.575 426.206,899.482 426.42,937.2 426.635,917.945 426.849,988.363 427.063,998.599 427.278,943.483 427.492,947.329 427.706,913.43 427.92,937.585 \n",
       "  428.135,954.385 428.349,772.915 428.563,926.498 428.778,720.456 428.992,720.456 429.206,987.107 429.421,930.43 429.635,889.909 429.849,916.941 430.063,837.853 \n",
       "  430.278,1014.42 430.492,853.038 430.706,872.329 430.921,867.643 431.135,928.888 431.349,948.701 431.563,968.983 431.778,968.228 431.992,937.689 432.206,995.394 \n",
       "  432.421,836.191 432.635,966.35 432.849,800.799 433.064,900.342 433.278,925.791 433.492,801.791 433.706,944.917 433.921,868.23 434.135,960.802 434.349,927.393 \n",
       "  434.564,926.427 434.778,937.195 434.992,773.903 435.206,844.766 435.421,1015.8 435.635,977.54 435.849,947.021 436.064,917.415 436.278,975.496 436.492,944.576 \n",
       "  436.707,863.295 436.921,957.074 437.135,945.734 437.349,871.856 437.564,884.72 437.778,925.436 437.992,946.693 438.207,952.056 438.421,899.005 438.635,906.423 \n",
       "  438.85,896.043 439.064,900.798 439.278,912.248 439.492,938.217 439.707,925.944 439.921,958.179 440.135,812.955 440.35,955.036 440.564,941.124 440.778,919.944 \n",
       "  440.992,929.461 441.207,968.436 441.421,960.872 441.635,966.438 441.85,994.823 442.064,899.933 442.278,974.531 442.493,958.116 442.707,897.244 442.921,863.194 \n",
       "  443.135,974.268 443.35,761.348 443.564,796.954 443.778,922.047 443.993,932.072 444.207,894.42 444.421,940.234 444.635,913.809 444.85,976.304 445.064,959 \n",
       "  445.278,947.604 445.493,962.713 445.707,991.601 445.921,789.447 446.136,920.175 446.35,958.565 446.564,938.009 446.778,967.848 446.993,970.079 447.207,940.001 \n",
       "  447.421,879.315 447.636,950.926 447.85,914.199 448.064,882.12 448.279,882.692 448.493,921.153 448.707,935.554 448.921,926.508 449.136,906.696 449.35,945.679 \n",
       "  449.564,859.514 449.779,944.318 449.993,929.887 450.207,907.45 450.421,987.327 450.636,963.292 450.85,810.23 451.064,794.211 451.279,935.208 451.493,916.956 \n",
       "  451.707,917.314 451.922,849.834 452.136,828.838 452.35,987.592 452.564,947.979 452.779,990.023 452.993,875.471 453.207,970.519 453.422,914.994 453.636,971.764 \n",
       "  453.85,994.61 454.064,945.65 454.279,879.897 454.493,890.15 454.707,905.784 454.922,881.117 455.136,928.354 455.35,894.331 455.565,852.205 455.779,934.931 \n",
       "  455.993,891.031 456.207,904.452 456.422,956.813 456.636,898.14 456.85,958.009 457.065,902.069 457.279,955.464 457.493,898.218 457.708,927.147 457.922,893.841 \n",
       "  458.136,882.564 458.35,885.069 458.565,906.797 458.779,939.773 458.993,847.168 459.208,900.278 459.422,878.888 459.636,962.367 459.85,927.455 460.065,874.77 \n",
       "  460.279,931.022 460.493,924.474 460.708,939.731 460.922,953.837 461.136,928.105 461.351,923.553 461.565,932.241 461.779,912.553 461.993,892.168 462.208,905.801 \n",
       "  462.422,947.376 462.636,902.576 462.851,961.984 463.065,996.455 463.279,990.372 463.493,948.013 463.708,930.563 463.922,935.689 464.136,917.49 464.351,917.892 \n",
       "  464.565,941.2 464.779,934.335 464.994,840.965 465.208,932.728 465.422,897.578 465.636,877.466 465.851,922.604 466.065,894.952 466.279,877.354 466.494,843.967 \n",
       "  466.708,965.009 466.922,980.609 467.137,944.739 467.351,959.957 467.565,983.345 467.779,928.699 467.994,956.52 468.208,899.311 468.422,833.314 468.637,1022.83 \n",
       "  468.851,930.997 469.065,891.201 469.279,935.054 469.494,916.876 469.708,887.471 469.922,869.893 470.137,853.457 470.351,803.782 470.565,937.956 470.78,859.591 \n",
       "  470.994,870.185 471.208,856.461 471.422,932.742 471.637,952.187 471.851,1006.88 472.065,841.616 472.28,915.24 472.494,998.658 472.708,999.691 472.922,976.538 \n",
       "  473.137,1003.76 473.351,872.644 473.565,873.78 473.78,943.741 473.994,973.958 474.208,855.24 474.423,839.21 474.637,919.85 474.851,858.886 475.065,964.981 \n",
       "  475.28,779.055 475.494,940.642 475.708,946.247 475.923,840.736 476.137,868.086 476.351,989.256 476.566,1017.19 476.78,1006.05 476.994,1022.46 477.208,962.213 \n",
       "  477.423,957.681 477.637,980.843 477.851,916.753 478.066,823.924 478.28,969.315 478.494,856.851 478.708,752.454 478.923,1007.48 479.137,768.092 479.351,829.94 \n",
       "  479.566,817.861 479.78,870.224 479.994,863.99 480.209,934.174 480.423,991.205 480.637,981.641 480.851,944.823 481.066,865.287 481.28,885.573 481.494,962.783 \n",
       "  481.709,892.419 481.923,773.709 482.137,947.455 482.351,902.942 482.566,908.209 482.78,951.939 482.994,932.896 483.209,867.474 483.423,916.669 483.637,925.788 \n",
       "  483.852,935.57 484.066,1010.42 484.28,1026.62 484.494,926.267 484.709,965.731 484.923,989.443 485.137,954.584 485.352,966.288 485.566,1015.17 485.78,875.014 \n",
       "  485.994,892.084 486.209,941.02 486.423,931.269 486.637,928.768 486.852,956.557 487.066,929.838 487.28,990.054 487.495,886.462 487.709,971.419 487.923,943.357 \n",
       "  488.137,969.215 488.352,954.075 488.566,912.238 488.78,848.598 488.995,987.339 489.209,941.595 489.423,939.854 489.638,972.449 489.852,971.889 490.066,967.384 \n",
       "  490.28,949.007 490.495,888.642 490.709,991.382 490.923,949.753 491.138,927.873 491.352,894.221 491.566,945.699 491.78,901.015 491.995,906.091 492.209,887.06 \n",
       "  492.423,903.287 492.638,887.076 492.852,961.62 493.066,953.045 493.281,955.444 493.495,959.541 493.709,888.255 493.923,888.417 494.138,878.863 494.352,953.506 \n",
       "  494.566,951.832 494.781,955.736 494.995,931.912 495.209,879.367 495.423,959.474 495.638,760.899 495.852,947.892 496.066,957.292 496.281,916.132 496.495,946.956 \n",
       "  496.709,882.755 496.924,879.626 497.138,932.129 497.352,891.658 497.566,975.358 497.781,871.33 497.995,923.586 498.209,958.857 498.424,990.149 498.638,963.919 \n",
       "  498.852,848.332 499.067,966.746 499.281,850.678 499.495,850.678 499.709,821.676 499.924,994.645 500.138,915.66 500.352,914.365 500.567,907.194 500.781,971.958 \n",
       "  500.995,860.096 501.209,952.773 501.424,985.699 501.638,989.642 501.852,946.049 502.067,954.494 502.281,806.068 502.495,795.739 502.71,795.739 502.924,987.294 \n",
       "  503.138,847.768 503.352,920.95 503.567,863.663 503.781,1015.15 503.995,877.893 504.21,1006.01 504.424,941.35 504.638,939.414 504.852,958.274 505.067,922.862 \n",
       "  505.281,956.785 505.495,970.009 505.71,911.86 505.924,947.228 506.138,906.414 506.353,936.983 506.567,866.593 506.781,905.355 506.995,896.647 507.21,995.724 \n",
       "  507.424,877.167 507.638,960.977 507.853,883.045 508.067,946.182 508.281,889.688 508.496,995.467 508.71,998.992 508.924,855.251 509.138,965.441 509.353,951.231 \n",
       "  509.567,793.278 509.781,968.24 509.996,955.58 510.21,923.454 510.424,868.212 510.638,862.977 510.853,913.228 511.067,931.44 511.281,930.999 511.496,950.423 \n",
       "  511.71,858.327 511.924,912.861 512.139,914.481 512.353,862.76 512.567,959.391 512.781,1000.91 512.996,961.371 513.21,965.217 513.424,973.874 513.639,950.251 \n",
       "  513.853,892.853 514.067,894.255 514.281,987.899 514.496,949.057 514.71,972.229 514.924,945.037 515.139,998.773 515.353,931.091 515.567,878.728 515.782,859.457 \n",
       "  515.996,924.545 516.21,924.545 516.424,980.513 516.639,865.596 516.853,904.269 517.067,879.715 517.282,877.493 517.496,888.658 517.71,906.314 517.925,834.784 \n",
       "  518.139,983.464 518.353,837.415 518.567,922.999 518.782,957.553 518.996,987.291 519.21,788.37 519.425,888.937 519.639,903.935 519.853,951.979 520.067,903.561 \n",
       "  520.282,1034.63 520.496,945.543 520.71,1000.25 520.925,972.409 521.139,958.792 521.353,936.584 521.568,898.226 521.782,933.304 521.996,918.362 522.21,967.008 \n",
       "  522.425,955.665 522.639,930.34 522.853,916.026 523.068,922.969 523.282,947.201 523.496,980.833 523.71,855.089 523.925,957.648 524.139,979.324 524.353,875.179 \n",
       "  524.568,972.154 524.782,915.572 524.996,930.662 525.211,902.631 525.425,838.976 525.639,989.084 525.853,896.797 526.068,910.49 526.282,900.76 526.496,979.212 \n",
       "  526.711,911.873 526.925,913.928 527.139,968.893 527.354,917.597 527.568,870.488 527.782,856.542 527.996,982.574 528.211,918.872 528.425,883.65 528.639,868.804 \n",
       "  528.854,894.009 529.068,935.257 529.282,966.23 529.496,977.153 529.711,998.349 529.925,763.464 530.139,985.319 530.354,839.65 530.568,957.495 530.782,856.664 \n",
       "  530.997,817.185 531.211,945.707 531.425,952.653 531.639,939.954 531.854,912.72 532.068,908.538 532.282,897.137 532.497,901.241 532.711,850.275 532.925,867.516 \n",
       "  533.139,987.708 533.354,754.127 533.568,920.617 533.782,920.507 533.997,929.112 534.211,895.928 534.425,922.855 534.64,895.635 534.854,983.182 535.068,873.458 \n",
       "  535.282,924.23 535.497,914.615 535.711,947.157 535.925,954.944 536.14,865.529 536.354,951.719 536.568,939.707 536.783,938.204 536.997,925.105 537.211,1011.01 \n",
       "  537.425,908.522 537.64,838.461 537.854,940.465 538.068,921.591 538.283,987.693 538.497,879.578 538.711,928.113 538.925,937.455 539.14,971.314 539.354,961.558 \n",
       "  539.568,973.23 539.783,854.234 539.997,858.433 540.211,966.801 540.426,921.735 540.64,984.607 540.854,941.029 541.068,947.422 541.283,915.399 541.497,926.062 \n",
       "  541.711,857.834 541.926,977.567 542.14,939.102 542.354,920.318 542.568,940.843 542.783,999.603 542.997,997.098 543.211,992.126 543.426,992.076 543.64,903.711 \n",
       "  543.854,936.292 544.069,895.512 544.283,907.291 544.497,919.07 544.711,951.886 544.926,966.537 545.14,945.45 545.354,890.702 545.569,921.228 545.783,905.356 \n",
       "  545.997,881.441 546.212,874.434 546.426,962.424 546.64,891.613 546.854,915.068 547.069,920.312 547.283,965.905 547.497,911.854 547.712,837.674 547.926,885.539 \n",
       "  548.14,885.539 548.354,915.288 548.569,943.45 548.783,945.828 548.997,988.245 549.212,991.293 549.426,926.505 549.64,963.609 549.855,951.84 550.069,925.928 \n",
       "  550.283,953.882 550.497,961.207 550.712,904.414 550.926,971.193 551.14,874.777 551.355,852.479 551.569,888.552 551.783,917.687 551.997,924.988 552.212,936.084 \n",
       "  552.426,968.768 552.64,926.664 552.855,961.436 553.069,898.198 553.283,969.215 553.498,728.279 553.712,753.598 553.926,960.935 554.14,919.588 554.355,899.459 \n",
       "  554.569,879.475 554.783,855.891 554.998,915.453 555.212,914.968 555.426,881.497 555.641,901.717 555.855,833.615 556.069,967.072 556.283,953.161 556.498,859.953 \n",
       "  556.712,980.48 556.926,974.872 557.141,1003.92 557.355,1000.42 557.569,776.033 557.783,823.422 557.998,917.557 558.212,940.035 558.426,975.966 558.641,1006.36 \n",
       "  558.855,1003.5 559.069,1018.97 559.284,906.545 559.498,961.332 559.712,957.661 559.926,989.745 560.141,938.19 560.355,888.406 560.569,849.406 560.784,902.205 \n",
       "  560.998,927.632 561.212,947.475 561.426,955.27 561.641,955.509 561.855,838.42 562.069,900.268 562.284,933.985 562.498,882.563 562.712,877.248 562.927,980.844 \n",
       "  563.141,957.774 563.355,924.407 563.569,921.207 563.784,945.189 563.998,954.578 564.212,924.4 564.427,883.938 564.641,903.483 564.855,868.858 565.07,929.781 \n",
       "  565.284,994.486 565.498,991.512 565.712,981.412 565.927,1003.7 566.141,953.967 566.355,933.689 566.57,977.669 566.784,999.601 566.998,827.541 567.212,980.97 \n",
       "  567.427,941.583 567.641,951.727 567.855,955.693 568.07,925.254 568.284,901.871 568.498,912.899 568.713,870.927 568.927,904.217 569.141,994.608 569.355,900.892 \n",
       "  569.57,971.893 569.784,824.183 569.998,999.838 570.213,882.315 570.427,961.337 570.641,987.769 570.855,960.485 571.07,1012.26 571.284,915.361 571.498,890.003 \n",
       "  571.713,925.29 571.927,880.618 572.141,833.751 572.356,819.389 572.57,820.957 572.784,956.85 572.998,942.033 573.213,880.137 573.427,895.775 573.641,919.298 \n",
       "  573.856,969.223 574.07,982.655 574.284,923.647 574.498,915.187 574.713,922.152 574.927,885.131 575.141,999.976 575.356,952.129 575.57,860.595 575.784,945.032 \n",
       "  575.999,988.248 576.213,800.593 576.427,854.487 576.641,883.514 576.856,936.124 577.07,885.473 577.284,886.392 577.499,864.169 577.713,947.914 577.927,914.923 \n",
       "  578.142,881.527 578.356,924.728 578.57,966.032 578.784,964.087 578.999,999.139 579.213,929.78 579.427,963 579.642,888.063 579.856,941.054 580.07,971.552 \n",
       "  580.284,877.904 580.499,971.658 580.713,844.968 580.927,959.099 581.142,962.402 581.356,971.753 581.57,932.694 581.785,952.305 581.999,903.791 582.213,976.059 \n",
       "  582.427,870.056 582.642,926.688 582.856,939.392 583.07,919.937 583.285,888.549 583.499,924.253 583.713,862.251 583.927,992.999 584.142,960.464 584.356,936.34 \n",
       "  584.57,795.518 584.785,914.195 584.999,906.95 585.213,836.962 585.428,944.094 585.642,919.485 585.856,977.841 586.07,940.569 586.285,943.728 586.499,961.87 \n",
       "  586.713,847.587 586.928,924.663 587.142,965.888 587.356,924.592 587.571,959.788 587.785,952.446 587.999,973.654 588.213,940.471 588.428,942.012 588.642,910.183 \n",
       "  588.856,927.268 589.071,935.18 589.285,952.821 589.499,929.882 589.713,929.882 589.928,962.715 590.142,897.786 590.356,920.724 590.571,901.481 590.785,924.087 \n",
       "  590.999,927.828 591.214,843.665 591.428,865.284 591.642,949.195 591.856,903.47 592.071,960.148 592.285,989.721 592.499,766.867 592.714,816.592 592.928,950.212 \n",
       "  593.142,905.155 593.356,894.129 593.571,913.387 593.785,981.469 593.999,948.469 594.214,1021.15 594.428,1018.53 594.642,1011.39 594.857,996.44 595.071,992.901 \n",
       "  595.285,791.177 595.499,969.758 595.714,825.546 595.928,957.808 596.142,908.442 596.357,917.33 596.571,981.797 596.785,1007.86 597,976.003 597.214,980.03 \n",
       "  597.428,886.952 597.642,956.072 597.857,984.425 598.071,934.368 598.285,951.542 598.5,994.089 598.714,846.914 598.928,944.728 599.142,816.483 599.357,964.107 \n",
       "  599.571,939.852 599.785,964.752 600,946.31 600.214,938.564 600.428,916.505 600.643,937.221 600.857,914.929 601.071,976.802 601.285,936.112 601.5,984.864 \n",
       "  601.714,975.734 601.928,941.536 602.143,891.177 602.357,878.48 602.571,908.549 602.785,864.834 603,885.214 603.214,921.085 603.428,864.997 603.643,907.643 \n",
       "  603.857,877.715 604.071,952.149 604.286,848.941 604.5,975.959 604.714,935.515 604.928,929.071 605.143,806.596 605.357,985.171 605.571,749.265 605.786,864.32 \n",
       "  606,910.234 606.214,934.988 606.429,1001.59 606.643,980.613 606.857,772.925 607.071,986.044 607.286,931.074 607.5,946.966 607.714,970.154 607.929,915.86 \n",
       "  608.143,900.182 608.357,898.836 608.571,951.456 608.786,973.683 609,916.22 609.214,888.45 609.429,956.021 609.643,913.025 609.857,953.992 610.072,908.76 \n",
       "  610.286,850.521 610.5,953.295 610.714,795.396 610.929,933.005 611.143,937.531 611.357,889.949 611.572,788.374 611.786,994.262 612,946.518 612.214,999.431 \n",
       "  612.429,941.263 612.643,939.065 612.857,986.368 613.072,934.266 613.286,940.39 613.5,954.12 613.715,915.046 613.929,976.683 614.143,960.472 614.357,839.015 \n",
       "  614.572,945.211 614.786,963.855 615,968.287 615.215,898.777 615.429,909.576 615.643,916.112 615.858,893.884 616.072,938.674 616.286,914.25 616.5,917.057 \n",
       "  616.715,978.009 616.929,935.794 617.143,920.061 617.358,824.045 617.572,936.573 617.786,959.493 618,930.011 618.215,870.81 618.429,887.918 618.643,946.264 \n",
       "  618.858,937.244 619.072,883.423 619.286,914.177 619.501,934.42 619.715,995.628 619.929,884.468 620.143,913.941 620.358,923.622 620.572,883.177 620.786,860.221 \n",
       "  621.001,877.751 621.215,985.021 621.429,966.604 621.643,895.196 621.858,939.365 622.072,952.153 622.286,975.43 622.501,913.541 622.715,963.672 622.929,927.408 \n",
       "  623.144,917.09 623.358,953.99 623.572,845.68 623.786,943.038 624.001,998.305 624.215,983.88 624.429,942.666 624.644,935.511 624.858,946.807 625.072,965.409 \n",
       "  625.287,911.066 625.501,897.216 625.715,902.125 625.929,959.813 626.144,1009.6 626.358,837.473 626.572,946.403 626.787,929.833 627.001,931.2 627.215,925.245 \n",
       "  627.429,924.321 627.644,859.395 627.858,931.308 628.072,888.397 628.287,960.081 628.501,924.803 628.715,966.341 628.93,969.462 629.144,987.43 629.358,970.068 \n",
       "  629.572,857.311 629.787,960.789 630.001,898.403 630.215,918.32 630.43,907.117 630.644,872.849 630.858,932.337 631.072,925.907 631.287,921.537 631.501,935.377 \n",
       "  631.715,951.986 631.93,915.942 632.144,1009.88 632.358,995.145 632.573,981.079 632.787,966.757 633.001,998.692 633.215,948.017 633.43,957.595 633.644,960.108 \n",
       "  633.858,941.692 634.073,957.605 634.287,906.639 634.501,902.039 634.716,892.768 634.93,947.181 635.144,997.292 635.358,937.05 635.573,976.741 635.787,992.981 \n",
       "  636.001,938.72 636.216,972.074 636.43,919.561 636.644,847.692 636.858,836.197 637.073,970.613 637.287,827.332 637.501,953.682 637.716,863.779 637.93,974.983 \n",
       "  638.144,966.862 638.359,860.553 638.573,903.098 638.787,961.51 639.001,945.866 639.216,812.118 639.43,964.273 639.644,925.987 639.859,954.905 640.073,944.234 \n",
       "  640.287,1002.29 640.501,915.995 640.716,911.452 640.93,947.215 641.144,919.205 641.359,886.925 641.573,974.63 641.787,969.394 642.002,891.297 642.216,913.02 \n",
       "  642.43,951.769 642.644,881.162 642.859,876.016 643.073,851.787 643.287,944.391 643.502,901.708 643.716,877.271 643.93,888.065 644.145,874.981 644.359,912.149 \n",
       "  644.573,971.621 644.787,888.322 645.002,934.969 645.216,906.245 645.43,898.899 645.645,859.476 645.859,849.665 646.073,914.751 646.287,908.277 646.502,830.254 \n",
       "  646.716,987.126 646.93,954.912 647.145,936.923 647.359,888.545 647.573,860.08 647.788,994.587 648.002,979.102 648.216,986.836 648.43,920.35 648.645,974.702 \n",
       "  648.859,1010.68 649.073,991.168 649.288,956.035 649.502,881.036 649.716,965.969 649.93,954.401 650.145,926.72 650.359,993.953 650.573,886.351 650.788,890.002 \n",
       "  651.002,857.784 651.216,917.085 651.431,971.352 651.645,923.37 651.859,945.666 652.073,827.67 652.288,945.372 652.502,990.243 652.716,938.056 652.931,990.932 \n",
       "  653.145,925.607 653.359,907.795 653.573,886.831 653.788,932.843 654.002,882.843 654.216,886.9 654.431,892.53 654.645,909.875 654.859,880.146 655.074,945.469 \n",
       "  655.288,912.457 655.502,922.161 655.716,854.34 655.931,917.016 656.145,961.392 656.359,903.952 656.574,916.398 656.788,971.157 657.002,902.345 657.217,977.532 \n",
       "  657.431,939.523 657.645,968.276 657.859,965.229 658.074,913.201 658.288,957.577 658.502,972.446 658.717,967.339 658.931,844.515 659.145,962.94 659.359,930.236 \n",
       "  659.574,928.47 659.788,890.029 660.002,971.562 660.217,1004.04 660.431,832.981 660.645,895.046 660.86,891.516 661.074,947.526 661.288,937.568 661.502,918.648 \n",
       "  661.717,915.151 661.931,950.932 662.145,894.835 662.36,977.381 662.574,940.138 662.788,935.448 663.002,894.636 663.217,921.029 663.431,976.421 663.645,840.38 \n",
       "  663.86,954.828 664.074,970.881 664.288,919.948 664.503,965.592 664.717,980.903 664.931,960.479 665.145,886.355 665.36,927.667 665.574,961.107 665.788,956.33 \n",
       "  666.003,860.787 666.217,944.889 666.431,919.818 666.646,922.119 666.86,852.198 667.074,825.672 667.288,854.846 667.503,877.006 667.717,898.134 667.931,946.339 \n",
       "  668.146,909.759 668.36,927.127 668.574,924.192 668.788,971.538 669.003,962.277 669.217,870.52 669.431,935.67 669.646,930.799 669.86,963.988 670.074,999.718 \n",
       "  670.289,846.875 670.503,938.475 670.717,879.815 670.931,920.407 671.146,874.513 671.36,884.022 671.574,959.162 671.789,888.421 672.003,888.532 672.217,919.131 \n",
       "  672.431,904.348 672.646,950.28 672.86,908.504 673.074,955.753 673.289,912.533 673.503,928.126 673.717,891.365 673.932,938.224 674.146,968.53 674.36,985.915 \n",
       "  674.574,951.282 674.789,897.505 675.003,890.894 675.217,914.079 675.432,994.961 675.646,917.666 675.86,961.909 676.075,941.343 676.289,926.375 676.503,945.195 \n",
       "  676.717,836.503 676.932,862.89 677.146,889.362 677.36,850.785 677.575,936.104 677.789,833.814 678.003,944.782 678.217,870.351 678.432,870.901 678.646,893.031 \n",
       "  678.86,916.047 679.075,870.029 679.289,894.722 679.503,917.805 679.718,867.964 679.932,968.081 680.146,878.266 680.36,915.396 680.575,930.526 680.789,956.082 \n",
       "  681.003,942.183 681.218,969.86 681.432,946.697 681.646,975.65 681.86,986.321 682.075,892.296 682.289,955.364 682.503,986.723 682.718,973.003 682.932,973.681 \n",
       "  683.146,939.53 683.361,939.951 683.575,940.009 683.789,919.604 684.003,943.868 684.218,980.803 684.432,928.696 684.646,985.036 684.861,879.566 685.075,923.536 \n",
       "  685.289,907.15 685.504,884.713 685.718,907.93 685.932,910.208 686.146,941.387 686.361,918.285 686.575,899.559 686.789,916.439 687.004,957.614 687.218,926.512 \n",
       "  687.432,905.261 687.646,918.009 687.861,959.093 688.075,967.845 688.289,859.035 688.504,914.388 688.718,859.401 688.932,976.284 689.147,1007.06 689.361,884.277 \n",
       "  689.575,880.422 689.789,1002.29 690.004,953.11 690.218,954.661 690.432,900.421 690.647,1000.06 690.861,822.619 691.075,822.619 691.289,803.294 691.504,1017.21 \n",
       "  691.718,966.759 691.932,931.904 692.147,933.543 692.361,994.512 692.575,978.02 692.79,1004.15 693.004,946.048 693.218,960.056 693.432,940.709 693.647,864.785 \n",
       "  693.861,890.11 694.075,952.646 694.29,896.618 694.504,978.633 694.718,909.935 694.933,966.205 695.147,938.666 695.361,943.87 695.575,944.838 695.79,917.577 \n",
       "  696.004,960.091 696.218,867.256 696.433,862.854 696.647,956.169 696.861,933.495 697.075,939.69 697.29,974.462 697.504,823.54 697.718,968.031 697.933,959.116 \n",
       "  698.147,930.278 698.361,929.31 698.576,956.601 698.79,904.766 699.004,900.624 699.218,971.321 699.433,921.311 699.647,907.56 699.861,962.576 700.076,965.776 \n",
       "  700.29,833.711 700.504,964.746 700.718,888.634 700.933,878.617 701.147,938.294 701.361,926.041 701.576,1003.21 701.79,978.874 702.004,968.335 702.219,974.769 \n",
       "  702.433,931.697 702.647,918.933 702.861,892.905 703.076,907.238 703.29,926.666 703.504,1008.63 703.719,1007.32 703.933,941.68 704.147,973.397 704.362,936.026 \n",
       "  704.576,985.455 704.79,819.188 705.004,940.882 705.219,972.4 705.433,707.435 705.647,990.87 705.862,974.821 706.076,829.521 706.29,856.446 706.504,948.533 \n",
       "  706.719,973.258 706.933,881.658 707.147,870.177 707.362,829.344 707.576,963.249 707.79,953.049 708.005,949.698 708.219,905.393 708.433,955.968 708.647,909.124 \n",
       "  708.862,937.651 709.076,913.25 709.29,970.452 709.505,936.788 709.719,933.675 709.933,935.893 710.147,956.811 710.362,942.36 710.576,934.991 710.79,930.108 \n",
       "  711.005,980.714 711.219,894.308 711.433,899.354 711.648,891.19 711.862,908.223 712.076,920.19 712.29,912.415 712.505,805.925 712.719,861.92 712.933,934.461 \n",
       "  713.148,885.156 713.362,914.844 713.576,915.227 713.791,967.723 714.005,953.63 714.219,946.769 714.433,918.298 714.648,906.616 714.862,926.864 715.076,978.561 \n",
       "  715.291,994.689 715.505,897.96 715.719,926.474 715.933,900.423 716.148,883.916 716.362,876.553 716.576,910.518 716.791,897.062 717.005,886.894 717.219,955.85 \n",
       "  717.434,993.16 717.648,959.327 717.862,932.268 718.076,997.02 718.291,834.746 718.505,983.073 718.719,1023.77 718.934,969.086 719.148,931.288 719.362,854.235 \n",
       "  719.576,946.653 719.791,903.207 720.005,923.662 720.219,941.238 720.434,931.477 720.648,968.233 720.862,994.425 721.077,867.811 721.291,925.668 721.505,863.14 \n",
       "  721.719,856.738 721.934,954.8 722.148,936.163 722.362,930.667 722.577,899.257 722.791,1004.66 723.005,910.577 723.22,922.849 723.434,958.901 723.648,913.87 \n",
       "  723.862,927.606 724.077,887.678 724.291,853.223 724.505,851.556 724.72,898.204 724.934,835.191 725.148,860.948 725.362,924.391 725.577,993.973 725.791,987.122 \n",
       "  726.005,939.818 726.22,921.296 726.434,930.255 726.648,920.727 726.863,944.566 727.077,956.45 727.291,930.207 727.505,948.159 727.72,885.642 727.934,940.253 \n",
       "  728.148,910.408 728.363,961.194 728.577,950.467 728.791,920.263 729.005,866.096 729.22,909.692 729.434,948.67 729.648,892.085 729.863,954.494 730.077,906.266 \n",
       "  730.291,892.841 730.506,991.191 730.72,969.382 730.934,846.763 731.148,899.431 731.363,932.628 731.577,891.437 731.791,968.062 732.006,963.601 732.22,727.255 \n",
       "  732.434,895.659 732.649,939.923 732.863,886.903 733.077,968.911 733.291,952.457 733.506,928.5 733.72,932.775 733.934,956.81 734.149,936.814 734.363,919.55 \n",
       "  734.577,964.112 734.791,830.867 735.006,859.213 735.22,976.509 735.434,951.107 735.649,877.618 735.863,943.575 736.077,997.214 736.292,946.765 736.506,932.55 \n",
       "  736.72,939.706 736.934,923.024 737.149,891.212 737.363,901.285 737.577,824.764 737.792,935.992 738.006,980.154 738.22,857.073 738.434,989.54 738.649,889.361 \n",
       "  738.863,993.024 739.077,965.348 739.292,951.197 739.506,951.518 739.72,947.547 739.935,963.216 740.149,945.571 740.363,878.281 740.577,782.721 740.792,869.234 \n",
       "  741.006,796.367 741.22,959.547 741.435,942.362 741.649,947.774 741.863,913.937 742.077,877.293 742.292,983.573 742.506,912.293 742.72,942.805 742.935,906.47 \n",
       "  743.149,880.236 743.363,880.236 743.578,846.417 743.792,824.405 744.006,944.644 744.22,943.994 744.435,945.025 744.649,933.276 744.863,915.365 745.078,860.652 \n",
       "  745.292,904.405 745.506,964.119 745.721,933.665 745.935,834.547 746.149,965.442 746.363,941.248 746.578,937.386 746.792,893.238 747.006,857.308 747.221,920.195 \n",
       "  747.435,906.356 747.649,946.508 747.863,998.178 748.078,953.835 748.292,927.545 748.506,1019.08 748.721,1002.17 748.935,998.665 749.149,997.313 749.364,959.346 \n",
       "  749.578,848.721 749.792,938.136 750.006,961.63 750.221,952.631 750.435,850.588 750.649,891.46 750.864,1009.22 751.078,983.828 751.292,946.789 751.506,853.315 \n",
       "  751.721,957.482 751.935,946.718 752.149,934.729 752.364,971.205 752.578,965.012 752.792,973.035 753.007,1003.51 753.221,934.296 753.435,945.858 753.649,877.654 \n",
       "  753.864,927.45 754.078,897.741 754.292,882.177 754.507,1008.68 754.721,913.531 754.935,949.991 755.15,932.96 755.364,964.759 755.578,969.512 755.792,996.797 \n",
       "  756.007,948.185 756.221,920.753 756.435,938.898 756.65,939.317 756.864,920.892 757.078,940.705 757.292,882.897 757.507,911.663 757.721,929.052 757.935,919.144 \n",
       "  758.15,867.116 758.364,986.941 758.578,862.462 758.793,954.093 759.007,982.77 759.221,922.012 759.435,895.113 759.65,918.077 759.864,901.852 760.078,914.374 \n",
       "  760.293,946.284 760.507,933.323 760.721,803.479 760.935,894.983 761.15,928.58 761.364,864.101 761.578,969.42 761.793,967.81 762.007,883.698 762.221,948.397 \n",
       "  762.436,1020.06 762.65,1016.87 762.864,937.743 763.078,953.616 763.293,925.74 763.507,922.318 763.721,977.389 763.936,1030.08 764.15,853.374 764.364,915.171 \n",
       "  764.579,971.479 764.793,873.641 765.007,912.009 765.221,929.442 765.436,787.697 765.65,990.476 765.864,975.208 766.079,844.898 766.293,840.813 766.507,830.21 \n",
       "  766.721,830.21 766.936,968.465 767.15,944.51 767.364,944.491 767.579,939.762 767.793,890.109 768.007,918.985 768.222,906.819 768.436,895.807 768.65,789.796 \n",
       "  768.864,950.514 769.079,952.606 769.293,890.785 769.507,944.334 769.722,868.395 769.936,956.246 770.15,940.632 770.364,926.838 770.579,906.217 770.793,963.663 \n",
       "  771.007,962.814 771.222,886.081 771.436,941.473 771.65,933.171 771.865,936.762 772.079,933.703 772.293,931.884 772.507,888.669 772.722,930.246 772.936,968.3 \n",
       "  773.15,896.962 773.365,896.37 773.579,899.569 773.793,904.181 774.008,846.528 774.222,959.078 774.436,979.644 774.65,903.21 774.865,1003.37 775.079,848.226 \n",
       "  775.293,841.289 775.508,929.427 775.722,948.426 775.936,944.729 776.15,854.786 776.365,894.778 776.579,943.2 776.793,957.171 777.008,915.684 777.222,996.479 \n",
       "  777.436,951.135 777.651,957.223 777.865,942.924 778.079,992.71 778.293,967.382 778.508,927.269 778.722,956.376 778.936,940.409 779.151,908.464 779.365,882.882 \n",
       "  779.579,817.294 779.793,917.047 780.008,968.783 780.222,942.551 780.436,939.525 780.651,1012.23 780.865,947.051 781.079,905.942 781.294,894.87 781.508,864.24 \n",
       "  781.722,899.501 781.936,913.002 782.151,848.851 782.365,978.268 782.579,970.911 782.794,902.516 783.008,824.27 783.222,938.438 783.437,942.176 783.651,930.234 \n",
       "  783.865,953.111 784.079,837.412 784.294,860.256 784.508,969.791 784.722,871.024 784.937,894.256 785.151,809.444 785.365,767.966 785.579,767.966 785.794,986.858 \n",
       "  786.008,989.648 786.222,943.959 786.437,995.072 786.651,942.982 786.865,974.18 787.08,974.725 787.294,927.386 787.508,845.619 787.722,973.958 787.937,917.374 \n",
       "  788.151,938.056 788.365,959.441 788.58,899.121 788.794,938.422 789.008,873.036 789.222,972.119 789.437,974.958 789.651,864.151 789.865,914.954 790.08,945.131 \n",
       "  790.294,971.849 790.508,823.545 790.723,947.889 790.937,954.394 791.151,864.972 791.365,915.891 791.58,920.228 791.794,892.276 792.008,932.342 792.223,936.733 \n",
       "  792.437,817.68 792.651,980.623 792.866,971.15 793.08,913.2 793.294,895.38 793.508,935.211 793.723,960.33 793.937,972.94 794.151,916.294 794.366,998.833 \n",
       "  794.58,969.313 794.794,934.967 795.008,915.949 795.223,932.636 795.437,1004.62 795.651,955.957 795.866,890.155 796.08,962.815 796.294,900.588 796.509,967.226 \n",
       "  796.723,928.338 796.937,891.768 797.151,880.607 797.366,963.772 797.58,956.691 797.794,884.23 798.009,953.338 798.223,924.248 798.437,966.432 798.651,956.885 \n",
       "  798.866,845.402 799.08,766.386 799.294,924.839 799.509,808.849 799.723,876.103 799.937,943.058 800.152,942.215 800.366,972.858 800.58,958.443 800.794,995.446 \n",
       "  801.009,976.354 801.223,1010.04 801.437,933.939 801.652,924.46 801.866,894.019 802.08,978.376 802.295,892.607 802.509,934.807 802.723,941.854 802.937,920.622 \n",
       "  803.152,875.737 803.366,935.34 803.58,968.622 803.795,900.212 804.009,963.853 804.223,975.343 804.437,899.369 804.652,897.602 804.866,927.758 805.08,973.79 \n",
       "  805.295,915.697 805.509,972.24 805.723,954.489 805.938,767.956 806.152,782.76 806.366,901.313 806.58,869.402 806.795,919.314 807.009,905.814 807.223,944.598 \n",
       "  807.438,905.568 807.652,924.776 807.866,945.603 808.08,968.351 808.295,883.42 808.509,935.192 808.723,865.837 808.938,957.803 809.152,969.391 809.366,964.259 \n",
       "  809.581,887.575 809.795,871.592 810.009,915.26 810.223,898.409 810.438,958.484 810.652,980.846 810.866,954.647 811.081,926.008 811.295,957.987 811.509,994.041 \n",
       "  811.724,980.392 811.938,966.08 812.152,929.467 812.366,872.228 812.581,970.902 812.795,951.707 813.009,909.042 813.224,963.193 813.438,843.879 813.652,961.999 \n",
       "  813.866,872.547 814.081,1001.62 814.295,872.564 814.509,910.653 814.724,947.735 814.938,933.523 815.152,948.648 815.367,907.589 815.581,973.865 815.795,985.829 \n",
       "  816.009,788.359 816.224,766.398 816.438,993.77 816.652,807.651 816.867,943.7 817.081,894.585 817.295,949.511 817.509,968.122 817.724,865.899 817.938,975.563 \n",
       "  818.152,875.127 818.367,941.755 818.581,974.573 818.795,896.208 819.01,878.211 819.224,917.112 819.438,949.286 819.652,945.085 819.867,915.283 820.081,972.414 \n",
       "  820.295,924.682 820.51,842.318 820.724,961.019 820.938,966.186 821.152,897.358 821.367,874.236 821.581,904.228 821.795,932.819 822.01,911.416 822.224,986.646 \n",
       "  822.438,981.802 822.653,955.12 822.867,945.326 823.081,956.813 823.295,948.447 823.51,893.677 823.724,931.251 823.938,909.936 824.153,938.756 824.367,925.064 \n",
       "  824.581,913.875 824.796,872.13 825.01,891.22 825.224,962.914 825.438,952.295 825.653,957.922 825.867,1024.34 826.081,1022.7 826.296,1023.75 826.51,1024.63 \n",
       "  826.724,1033.24 826.938,786.521 827.153,855.123 827.367,969.852 827.581,860.768 827.796,940.035 828.01,936.864 828.224,857.517 828.439,852.305 828.653,960.429 \n",
       "  828.867,860.139 829.081,965.963 829.296,978.936 829.51,926.198 829.724,968.347 829.939,954.2 830.153,933.644 830.367,936.679 830.581,895.793 830.796,989.213 \n",
       "  831.01,959.363 831.224,859.466 831.439,919.496 831.653,888.994 831.867,983.131 832.082,958.493 832.296,844.322 832.51,903.11 832.724,908.876 832.939,925.175 \n",
       "  833.153,929.911 833.367,938.969 833.582,957.768 833.796,916.837 834.01,898.445 834.225,930.198 834.439,932.71 834.653,938.811 834.867,933.257 835.082,916.589 \n",
       "  835.296,963.77 835.51,973.642 835.725,863.732 835.939,947.144 836.153,877.936 836.367,934.488 836.582,941.499 836.796,925.424 837.01,898.245 837.225,953.092 \n",
       "  837.439,929.169 837.653,930.478 837.868,934.353 838.082,925.058 838.296,953.325 838.51,961.537 838.725,931.058 838.939,896.233 839.153,938.685 839.368,817.991 \n",
       "  839.582,958.81 839.796,927.886 840.01,942.729 840.225,889.303 840.439,938.804 840.653,838.069 840.868,904.331 841.082,975.022 841.296,889.298 841.511,903.107 \n",
       "  841.725,861.736 841.939,835.14 842.153,981.367 842.368,819.989 842.582,922.147 842.796,972.712 843.011,977.403 843.225,928.635 843.439,938.523 843.654,970.36 \n",
       "  843.868,834.997 844.082,935.494 844.296,938.839 844.511,826.537 844.725,940.287 844.939,912.201 845.154,869.496 845.368,820.779 845.582,976.22 845.796,834.572 \n",
       "  846.011,916.65 846.225,849.844 846.439,950.264 846.654,947.975 846.868,927.25 847.082,951.181 847.297,969.001 847.511,849.212 847.725,932.614 847.939,936.644 \n",
       "  848.154,946.55 848.368,919.993 848.582,955.07 848.797,918.514 849.011,946.863 849.225,940.868 849.439,916.57 849.654,919.476 849.868,949.751 850.082,921.364 \n",
       "  850.297,804.731 850.511,935.143 850.725,949.682 850.94,943.397 851.154,946.977 851.368,927.156 851.582,932.454 851.797,964.552 852.011,860.385 852.225,900.479 \n",
       "  852.44,938.777 852.654,881.918 852.868,903.459 853.083,887.604 853.297,930.742 853.511,930.389 853.725,875.209 853.94,914.63 854.154,947.097 854.368,922.8 \n",
       "  854.583,924.457 854.797,996.715 855.011,1002.3 855.225,972.267 855.44,962.834 855.654,945.115 855.868,944.088 856.083,951.26 856.297,859.489 856.511,959.927 \n",
       "  856.726,971.278 856.94,973.813 857.154,890.168 857.368,928.173 857.583,976.412 857.797,924.543 858.011,900.257 858.226,996.29 858.44,880.657 858.654,954.987 \n",
       "  858.868,964.383 859.083,889.658 859.297,965.139 859.511,743.389 859.726,942.005 859.94,982.564 860.154,883.258 860.369,909.154 860.583,936.177 860.797,799.017 \n",
       "  861.011,961.038 861.226,942.987 861.44,931.308 861.654,889.24 861.869,906.78 862.083,966.337 862.297,921.449 862.512,901.83 862.726,813.413 862.94,839.066 \n",
       "  863.154,949.007 863.369,909.315 863.583,990.63 863.797,848.973 864.012,931.036 864.226,911.138 864.44,917.089 864.654,821.16 864.869,936.955 865.083,912.575 \n",
       "  865.297,974.31 865.512,838.567 865.726,919.997 865.94,928.081 866.155,911.444 866.369,797.758 866.583,841.527 866.797,830.914 867.012,832.248 867.226,925.389 \n",
       "  867.44,897.017 867.655,947.059 867.869,881.687 868.083,951.236 868.297,945.131 868.512,851.761 868.726,973.452 868.94,973.326 869.155,969.645 869.369,974.737 \n",
       "  869.583,973.517 869.798,984.879 870.012,968.972 870.226,994.507 870.44,940.014 870.655,965.507 870.869,920.175 871.083,913.787 871.298,896.268 871.512,939.552 \n",
       "  871.726,946.287 871.941,948.115 872.155,1000.06 872.369,911.308 872.583,916.794 872.798,909.248 873.012,928.399 873.226,919.992 873.441,916.019 873.655,961.207 \n",
       "  873.869,831.124 874.083,925.85 874.298,884.18 874.512,889.953 874.726,795.839 874.941,795.839 875.155,898.003 875.369,897.784 875.584,935.015 875.798,966.009 \n",
       "  876.012,961.028 876.226,931.258 876.441,918.447 876.655,890.928 876.869,838.982 877.084,914.319 877.298,863.246 877.512,865.603 877.726,796.338 877.941,1001.98 \n",
       "  878.155,798.969 878.369,902.323 878.584,1026.33 878.798,920.212 879.012,987.499 879.227,951.25 879.441,945.983 879.655,935.748 879.869,954.404 880.084,982.973 \n",
       "  880.298,984.057 880.512,860.711 880.727,826.318 880.941,893.214 881.155,935.975 881.37,917.233 881.584,841.397 881.798,905.536 882.012,873.951 882.227,884.501 \n",
       "  882.441,859.6 882.655,897.003 882.87,841.889 883.084,914.252 883.298,892.722 883.512,918.7 883.727,974.908 883.941,937.832 884.155,979.1 884.37,956.289 \n",
       "  884.584,998.76 884.798,996.01 885.013,935.278 885.227,942.575 885.441,929.21 885.655,940.598 885.87,979.339 886.084,921.31 886.298,925.904 886.513,823.597 \n",
       "  886.727,875.86 886.941,918.185 887.155,870.556 887.37,904.991 887.584,952.021 887.798,793.103 888.013,857.578 888.227,839.114 888.441,933.817 888.656,939.673 \n",
       "  888.87,832.559 889.084,860.952 889.298,923.971 889.513,896.361 889.727,980.925 889.941,813.8 890.156,892.019 890.37,844.482 890.584,926.083 890.799,939.832 \n",
       "  891.013,971.935 891.227,978.805 891.441,892.787 891.656,947.464 891.87,852.483 892.084,965.413 892.299,971.191 892.513,889.568 892.727,975.404 892.941,971.688 \n",
       "  893.156,928.972 893.37,872.513 893.584,880.625 893.799,871.581 894.013,929.508 894.227,920.621 894.442,968.733 894.656,849.624 894.87,819.93 895.084,918.308 \n",
       "  895.299,920.653 895.513,907.298 895.727,992.713 895.942,1001.69 896.156,867.049 896.37,1004.71 896.584,1027.77 896.799,866.923 897.013,867.613 897.227,895.58 \n",
       "  897.442,886.827 897.656,980.316 897.87,917.253 898.085,932.174 898.299,948.213 898.513,968.175 898.727,949.234 898.942,920.684 899.156,869.039 899.37,913.182 \n",
       "  899.585,908.066 899.799,829.88 900.013,952.224 900.228,912.448 900.442,969.234 900.656,941.214 900.87,831.417 901.085,946.745 901.299,940.436 901.513,941.431 \n",
       "  901.728,898.775 901.942,946.085 902.156,956.972 902.37,850.202 902.585,949.03 902.799,865.297 903.013,991.773 903.228,1004.95 903.442,833.528 903.656,954.739 \n",
       "  903.871,815.3 904.085,931.129 904.299,920.059 904.513,833.345 904.728,945.94 904.942,990.296 905.156,902.744 905.371,880.954 905.585,899.29 905.799,908.09 \n",
       "  906.013,911.919 906.228,920.203 906.442,1001.52 906.656,955.131 906.871,963.935 907.085,871.477 907.299,876.112 907.514,961.991 907.728,919.423 907.942,906.618 \n",
       "  908.156,887.56 908.371,948.781 908.585,948.992 908.799,964.195 909.014,909.459 909.228,890.208 909.442,915.079 909.656,859.233 909.871,837.495 910.085,789.832 \n",
       "  910.299,952.373 910.514,998.207 910.728,996.581 910.942,938.834 911.157,916.182 911.371,879.286 911.585,950.817 911.799,956.845 912.014,964.641 912.228,960.941 \n",
       "  912.442,831.911 912.657,882.346 912.871,865.158 913.085,947.367 913.3,1000.23 913.514,856.977 913.728,939.888 913.942,945.64 914.157,962.545 914.371,901.052 \n",
       "  914.585,891.259 914.8,939.379 915.014,954.916 915.228,963.561 915.442,933.373 915.657,923.012 915.871,896.098 916.085,852.467 916.3,973.513 916.514,950.226 \n",
       "  916.728,943.838 916.943,839.476 917.157,983.146 917.371,921.049 917.585,910.039 917.8,886.724 918.014,914.707 918.228,864.736 918.443,946.855 918.657,908.858 \n",
       "  918.871,943.695 919.085,911.813 919.3,944.855 919.514,938.756 919.728,922.223 919.943,909.436 920.157,920.553 920.371,920.437 920.586,950.13 920.8,920.577 \n",
       "  921.014,929.976 921.228,958.431 921.443,905.806 921.657,944.633 921.871,965.091 922.086,954.519 922.3,912.459 922.514,961.993 922.729,930.76 922.943,940.187 \n",
       "  923.157,954.93 923.371,924.71 923.586,907.42 923.8,917.125 924.014,901.073 924.229,854.039 924.443,939.789 924.657,944.31 924.871,915.871 925.086,969.978 \n",
       "  925.3,970.283 925.514,945.546 925.729,911.738 925.943,863.821 926.157,889.34 926.372,892.921 926.586,933.816 926.8,946 927.014,930.654 927.229,1000.82 \n",
       "  927.443,947.096 927.657,959.51 927.872,991.152 928.086,865.516 928.3,905.067 928.514,873.164 928.729,849.231 928.943,902.211 929.157,888.275 929.372,888.275 \n",
       "  929.586,891.955 929.8,890.684 930.015,888.055 930.229,947.741 930.443,928.209 930.657,860.336 930.872,944.759 931.086,866.977 931.3,967.547 931.515,839.604 \n",
       "  931.729,994.412 931.943,945.196 932.158,950.961 932.372,914.368 932.586,922.071 932.8,897.642 933.015,978.568 933.229,945.609 933.443,971.902 933.658,893.053 \n",
       "  933.872,948.317 934.086,941.555 934.3,894.62 934.515,923.305 934.729,873.527 934.943,833.807 935.158,1016.36 935.372,940.631 935.586,945.214 935.801,1002.83 \n",
       "  936.015,828.167 936.229,933.835 936.443,928.173 936.658,878.825 936.872,976.147 937.086,931.329 937.301,902.149 937.515,956.749 937.729,848.709 937.943,981 \n",
       "  938.158,863.025 938.372,895.949 938.586,912.686 938.801,842.354 939.015,920.737 939.229,919.13 939.444,919.856 939.658,971.117 939.872,938.045 940.086,996.868 \n",
       "  940.301,987.767 940.515,888.449 940.729,975.328 940.944,898.284 941.158,928.218 941.372,889.725 941.587,927.681 941.801,939.455 942.015,904.306 942.229,868.105 \n",
       "  942.444,844.407 942.658,933.385 942.872,885.585 943.087,949.644 943.301,941.671 943.515,932.591 943.729,924.864 943.944,905.206 944.158,935.982 944.372,880.802 \n",
       "  944.587,886.304 944.801,906.053 945.015,967.054 945.23,839.88 945.444,943.433 945.658,897.291 945.872,823.031 946.087,940.324 946.301,968.424 946.515,947.471 \n",
       "  946.73,917.416 946.944,968.711 947.158,964.815 947.372,831.818 947.587,932.338 947.801,936.753 948.015,879.754 948.23,919.671 948.444,887.113 948.658,941.307 \n",
       "  948.873,954.061 949.087,917.025 949.301,927.277 949.515,968.201 949.73,953.284 949.944,938.561 950.158,966.576 950.373,828.844 950.587,863.339 950.801,915.16 \n",
       "  951.016,850.808 951.23,856.842 951.444,992.831 951.658,906.571 951.873,916.405 952.087,891.596 952.301,881.622 952.516,888.803 952.73,948.173 952.944,981.651 \n",
       "  953.158,979.801 953.373,992.587 953.587,1001.74 953.801,1018.86 954.016,990.142 954.23,989.742 954.444,1007.73 954.659,937.778 954.873,887.204 955.087,947.441 \n",
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       "  278.128,962.099 278.342,927.61 278.557,882.81 278.771,1021.4 278.985,833.385 279.199,946.942 279.414,926.303 279.628,898.575 279.842,886.59 280.057,910.554 \n",
       "  280.271,894.404 280.485,908.041 280.7,927.429 280.914,855.363 281.128,904.105 281.342,904.517 281.557,984.809 281.771,842.881 281.985,907.097 282.2,893.777 \n",
       "  282.414,962.528 282.628,933.977 282.842,961.412 283.057,910.855 283.271,993.131 283.485,939.364 283.7,890.27 283.914,932.314 284.128,930.275 284.343,887.771 \n",
       "  284.557,882.045 284.771,950.366 284.985,983.87 285.2,920.178 285.414,917.426 285.628,862.197 285.843,986.625 286.057,942.778 286.271,945.893 286.485,846.351 \n",
       "  286.7,984.654 286.914,928.008 287.128,912.466 287.343,970.374 287.557,1013.97 287.771,1013.61 287.986,1021.91 288.2,955.258 288.414,874.396 288.628,960.593 \n",
       "  288.843,852.626 289.057,896.763 289.271,938.288 289.486,882.345 289.7,998.19 289.914,936.051 290.129,981.522 290.343,966.447 290.557,927.01 290.771,928.492 \n",
       "  290.986,856.255 291.2,988.937 291.414,914.676 291.629,926.845 291.843,915.299 292.057,863.539 292.271,884.465 292.486,927.149 292.7,901.762 292.914,907.525 \n",
       "  293.129,870.745 293.343,909.302 293.557,980.769 293.772,908.628 293.986,951.344 294.2,912.857 294.414,944.865 294.629,933.009 294.843,947.005 295.057,924.793 \n",
       "  295.272,843.267 295.486,894.013 295.7,938.743 295.914,981.999 296.129,953.446 296.343,932.82 296.557,906.078 296.772,962.083 296.986,831.768 297.2,977.819 \n",
       "  297.415,974.853 297.629,972.027 297.843,770.567 298.057,941.818 298.272,896.641 298.486,988.632 298.7,947.849 298.915,911.388 299.129,976.563 299.343,924.337 \n",
       "  299.558,931.021 299.772,922.975 299.986,924.545 300.2,888.086 300.415,941.599 300.629,934.499 300.843,928.159 301.058,924.596 301.272,847.27 301.486,887.812 \n",
       "  301.7,849.135 301.915,870.675 302.129,929.819 302.343,967.028 302.558,958.196 302.772,1007.26 302.986,974.421 303.201,914.937 303.415,930.669 303.629,930.455 \n",
       "  303.843,900.342 304.058,962.574 304.272,944.38 304.486,875.776 304.701,932.891 304.915,968.043 305.129,932.405 305.343,912.496 305.558,973.66 305.772,931.681 \n",
       "  305.986,920.289 306.201,892.692 306.415,899.132 306.629,943.642 306.844,963.694 307.058,960.734 307.272,920.67 307.486,946.203 307.701,930.347 307.915,915.925 \n",
       "  308.129,852.817 308.344,922.021 308.558,949.773 308.772,949.204 308.987,834.739 309.201,1021.66 309.415,972.782 309.629,909.476 309.844,908.6 310.058,907.042 \n",
       "  310.272,957.079 310.487,890.27 310.701,834.939 310.915,953.094 311.129,1001.18 311.344,900.079 311.558,905.326 311.772,806.837 311.987,971.639 312.201,853.491 \n",
       "  312.415,928.069 312.63,847.93 312.844,929.799 313.058,960.785 313.272,866.028 313.487,974.587 313.701,851.03 313.915,854.172 314.13,854.172 314.344,976.179 \n",
       "  314.558,826.72 314.772,875.87 314.987,982.615 315.201,942.94 315.415,928.899 315.63,977.669 315.844,997.181 316.058,933.483 316.273,981.592 316.487,866.819 \n",
       "  316.701,904.694 316.915,928.584 317.13,936.129 317.344,964.46 317.558,979.606 317.773,989.817 317.987,992.171 318.201,933.317 318.415,839.243 318.63,978.009 \n",
       "  318.844,902.425 319.058,863.403 319.273,973.559 319.487,877.34 319.701,868.63 319.916,915.92 320.13,948.419 320.344,891.081 320.558,899.923 320.773,966.393 \n",
       "  320.987,981.896 321.201,897.574 321.416,884.211 321.63,870.503 321.844,915.501 322.059,905.05 322.273,969.352 322.487,915.621 322.701,904.097 322.916,935.802 \n",
       "  323.13,905.552 323.344,958.064 323.559,921.204 323.773,878.579 323.987,982.888 324.201,940.941 324.416,884.607 324.63,936.805 324.844,933.272 325.059,948.699 \n",
       "  325.273,891.292 325.487,912.673 325.702,938.771 325.916,918.506 326.13,990.564 326.344,948.253 326.559,999.609 326.773,976.655 326.987,963.656 327.202,958.995 \n",
       "  327.416,881.93 327.63,881.147 327.844,945.895 328.059,901.216 328.273,869.347 328.487,956.563 328.702,939.569 328.916,924.026 329.13,944.461 329.345,957.649 \n",
       "  329.559,954.57 329.773,906.927 329.987,869.548 330.202,963.215 330.416,914.11 330.63,896.557 330.845,895.222 331.059,868.908 331.273,894.531 331.488,940.198 \n",
       "  331.702,948.745 331.916,919.059 332.13,903.979 332.345,973.235 332.559,971.43 332.773,894.808 332.988,864.659 333.202,995.705 333.416,975.675 333.63,961.744 \n",
       "  333.845,980.47 334.059,1003.84 334.273,995.593 334.488,887.125 334.702,976.891 334.916,942.145 335.131,921.731 335.345,935.97 335.559,966.006 335.773,954.909 \n",
       "  335.988,982.655 336.202,939.804 336.416,911.22 336.631,936.999 336.845,848.226 337.059,955.716 337.273,989.883 337.488,876.413 337.702,838.684 337.916,854.587 \n",
       "  338.131,1010.05 338.345,1005.03 338.559,937.456 338.774,912.314 338.988,930.849 339.202,868.175 339.416,955.239 339.631,888.16 339.845,928.583 340.059,919.473 \n",
       "  340.274,965.318 340.488,935.051 340.702,921.953 340.917,983.871 341.131,904.911 341.345,977.848 341.559,950.349 341.774,966.662 341.988,947.693 342.202,930.164 \n",
       "  342.417,898.327 342.631,942.219 342.845,875.579 343.059,934.194 343.274,893.331 343.488,886.809 343.702,949.292 343.917,901.241 344.131,885.112 344.345,975.804 \n",
       "  344.56,945.273 344.774,967.313 344.988,963.749 345.202,939.683 345.417,940.348 345.631,841.336 345.845,963.888 346.06,908.849 346.274,962.737 346.488,924.763 \n",
       "  346.702,953.328 346.917,972.612 347.131,1001.2 347.345,980.817 347.56,981.711 347.774,952.116 347.988,952.116 348.203,1008.29 348.417,885.636 348.631,989.615 \n",
       "  348.845,887.66 349.06,961.084 349.274,992.907 349.488,875.394 349.703,976.896 349.917,898.896 350.131,957.95 350.346,990.389 350.56,823.244 350.774,842.684 \n",
       "  350.988,842.684 351.203,941.281 351.417,982.167 351.631,855.972 351.846,967.349 352.06,930.171 352.274,814.383 352.488,967.364 352.703,958.009 352.917,813.043 \n",
       "  353.131,975.238 353.346,991.704 353.56,877.476 353.774,907.924 353.989,858.61 354.203,889.932 354.417,957.843 354.631,928.629 354.846,957.506 355.06,839.813 \n",
       "  355.274,935.549 355.489,910.323 355.703,964.323 355.917,959.478 356.131,1008.15 356.346,974.082 356.56,1003.72 356.774,988.597 356.989,1005.71 357.203,1010.68 \n",
       "  357.417,930.644 357.632,870.382 357.846,927.233 358.06,845.355 358.274,830.878 358.489,1002.31 358.703,906.932 358.917,870.865 359.132,969.455 359.346,955.789 \n",
       "  359.56,954.95 359.775,936.609 359.989,976.201 360.203,978.077 360.417,929.058 360.632,969.037 360.846,916.045 361.06,861.776 361.275,861.776 361.489,986.282 \n",
       "  361.703,920.72 361.917,887.022 362.132,889.239 362.346,921.242 362.56,898.087 362.775,894.675 362.989,896.092 363.203,963.412 363.418,887.202 363.632,972.764 \n",
       "  363.846,999.475 364.06,895.444 364.275,970.146 364.489,880.584 364.703,908.446 364.918,943.193 365.132,889.967 365.346,859.324 365.56,1009.2 365.775,921.591 \n",
       "  365.989,893.78 366.203,1002.38 366.418,984.886 366.632,970.974 366.846,961.716 367.061,882.143 367.275,999.958 367.489,975.719 367.703,865.431 367.918,932.038 \n",
       "  368.132,950.213 368.346,939.196 368.561,869.44 368.775,970.336 368.989,941.455 369.204,930.591 369.418,906.558 369.632,881.318 369.846,925.636 370.061,930.061 \n",
       "  370.275,965.156 370.489,962.441 370.704,939.088 370.918,930.513 371.132,934.32 371.346,845.335 371.561,937.193 371.775,896.025 371.989,920.345 372.204,868.23 \n",
       "  372.418,928.628 372.632,831.31 372.847,767.725 373.061,895.177 373.275,936.662 373.489,973.087 373.704,969.063 373.918,880.102 374.132,863.739 374.347,979.174 \n",
       "  374.561,978.403 374.775,809.683 374.989,952.589 375.204,853.095 375.418,992.491 375.632,761.391 375.847,974.302 376.061,948.466 376.275,923.919 376.49,941.626 \n",
       "  376.704,829.273 376.918,944.92 377.132,1007.99 377.347,988.259 377.561,904.758 377.775,959.4 377.99,963.216 378.204,950.501 378.418,960.209 378.633,893.734 \n",
       "  378.847,951.323 379.061,983.575 379.275,977.313 379.49,983.361 379.704,933.264 379.918,988.816 380.133,974.068 380.347,939.628 380.561,928.698 380.775,909.131 \n",
       "  380.99,976.931 381.204,984.038 381.418,815.072 381.633,839.451 381.847,931.08 382.061,957.178 382.276,918.116 382.49,955.476 382.704,986.988 382.918,959.359 \n",
       "  383.133,837.378 383.347,974.596 383.561,870.132 383.776,897.584 383.99,948.476 384.204,903.953 384.418,924.759 384.633,943.592 384.847,899.157 385.061,861.565 \n",
       "  385.276,920.098 385.49,839.316 385.704,905.551 385.919,967.924 386.133,978.15 386.347,936.002 386.561,945.478 386.776,908.786 386.99,937.159 387.204,894.932 \n",
       "  387.419,884.29 387.633,987.323 387.847,946.089 388.062,997.728 388.276,972.207 388.49,973.577 388.704,877.723 388.919,833.931 389.133,872.161 389.347,936.516 \n",
       "  389.562,954.778 389.776,972.7 389.99,910.533 390.204,993.299 390.419,959.536 390.633,872.745 390.847,912.148 391.062,960.065 391.276,892.933 391.49,972.85 \n",
       "  391.705,958.756 391.919,941.009 392.133,931.101 392.347,904.937 392.562,898.093 392.776,885.589 392.99,925.256 393.205,901.023 393.419,1000.34 393.633,1016.45 \n",
       "  393.847,958.801 394.062,974.779 394.276,945.147 394.49,948.612 394.705,927.28 394.919,961.234 395.133,871.229 395.348,947.159 395.562,901.839 395.776,908.058 \n",
       "  395.99,878.503 396.205,895.897 396.419,900.043 396.633,998.787 396.848,956.374 397.062,996.385 397.276,1002.95 397.491,1005.85 397.705,867.343 397.919,912.257 \n",
       "  398.133,930.207 398.348,937.66 398.562,948.409 398.776,845.652 398.991,992.814 399.205,979.631 399.419,943.066 399.633,916.991 399.848,873.43 400.062,920.173 \n",
       "  400.276,941.386 400.491,895.841 400.705,955.876 400.919,918.791 401.134,994.444 401.348,986.235 401.562,968.861 401.776,992.557 401.991,926.797 402.205,948.288 \n",
       "  402.419,972.854 402.634,878.207 402.848,953.409 403.062,903.781 403.276,1008.08 403.491,1007.87 403.705,979.711 403.919,924.344 404.134,951.364 404.348,964.212 \n",
       "  404.562,934.117 404.777,918.253 404.991,888.607 405.205,946.045 405.419,791.266 405.634,995.175 405.848,972.093 406.062,968.29 406.277,943.094 406.491,917.63 \n",
       "  406.705,957.375 406.919,937.468 407.134,955.235 407.348,952.479 407.562,927.063 407.777,910.89 407.991,871.12 408.205,862.518 408.42,827.931 408.634,834.148 \n",
       "  408.848,836.897 409.062,987.555 409.277,924.28 409.491,975.65 409.705,918.274 409.92,945.842 410.134,930.184 410.348,960.411 410.563,938.086 410.777,817.155 \n",
       "  410.991,900.159 411.205,891.057 411.42,906.214 411.634,916.006 411.848,996.35 412.063,965.832 412.277,890.892 412.491,975.551 412.705,967.445 412.92,967.412 \n",
       "  413.134,982.379 413.348,933.834 413.563,937.367 413.777,968.5 413.991,916.587 414.206,955.666 414.42,980.469 414.634,887.682 414.848,942.47 415.063,899.231 \n",
       "  415.277,972.351 415.491,868.381 415.706,913.642 415.92,923.843 416.134,970.664 416.348,840.215 416.563,971.127 416.777,910.31 416.991,923.356 417.206,941.026 \n",
       "  417.42,907.906 417.634,970.866 417.849,943.544 418.063,962.416 418.277,990.849 418.491,1004.99 418.706,909.976 418.92,959.844 419.134,1008.44 419.349,1006.01 \n",
       "  419.563,920.266 419.777,860.622 419.992,870.064 420.206,861.8 420.42,796.329 420.634,950.271 420.849,875.743 421.063,929.962 421.277,962.964 421.492,936.877 \n",
       "  421.706,898.116 421.92,945.137 422.134,982.678 422.349,862.5 422.563,952.19 422.777,949.143 422.992,945.714 423.206,972.656 423.42,990.208 423.635,939.188 \n",
       "  423.849,940.779 424.063,976.393 424.277,948.647 424.492,951.875 424.706,901.701 424.92,1001.42 425.135,834.116 425.349,882.984 425.563,926.314 425.777,850.614 \n",
       "  425.992,850.614 426.206,945.575 426.42,974.258 426.635,919.826 426.849,953.224 427.063,934.327 427.278,873.561 427.492,958.338 427.706,864.527 427.92,883.509 \n",
       "  428.135,840.166 428.349,985.332 428.563,999.585 428.778,898.308 428.992,956.522 429.206,906.659 429.421,965.593 429.635,946.178 429.849,894.809 430.063,855.94 \n",
       "  430.278,901.69 430.492,992.299 430.706,981.447 430.921,984.939 431.135,908.894 431.349,962.177 431.563,900.364 431.778,942.117 431.992,924.914 432.206,942.138 \n",
       "  432.421,892.637 432.635,938.568 432.849,871.176 433.064,945.503 433.278,948.78 433.492,988.001 433.706,831.9 433.921,847.792 434.135,951.628 434.349,836.218 \n",
       "  434.564,983.062 434.778,832.936 434.992,866.238 435.206,919.129 435.421,821.009 435.635,903.536 435.849,895.841 436.064,919.648 436.278,906.738 436.492,913.289 \n",
       "  436.707,913.289 436.921,893.746 437.135,965.482 437.349,887.57 437.564,888.605 437.778,875.933 437.992,904.945 438.207,948.786 438.421,939.598 438.635,936.876 \n",
       "  438.85,943.397 439.064,918.08 439.278,966.48 439.492,880.052 439.707,882.541 439.921,947.707 440.135,946.858 440.35,889.292 440.564,923.026 440.778,899.362 \n",
       "  440.992,889.011 441.207,918.431 441.421,859.01 441.635,969.985 441.85,994.886 442.064,982.472 442.278,927.717 442.493,948.226 442.707,891.131 442.921,930.444 \n",
       "  443.135,913.32 443.35,931.786 443.564,833.34 443.778,907.3 443.993,968.648 444.207,863.489 444.421,947.602 444.635,937.334 444.85,944.224 445.064,962.366 \n",
       "  445.278,928.286 445.493,930.947 445.707,953.887 445.921,912.317 446.136,933.716 446.35,893.471 446.564,928.663 446.778,887.794 446.993,973.279 447.207,885.27 \n",
       "  447.421,856.599 447.636,896.769 447.85,874.059 448.064,928.038 448.279,930.007 448.493,912.431 448.707,984.971 448.921,945.857 449.136,931.551 449.35,900.107 \n",
       "  449.564,917.687 449.779,917.771 449.993,929.894 450.207,863.678 450.421,905.309 450.636,886.396 450.85,956.446 451.064,959.595 451.279,958.263 451.493,959.621 \n",
       "  451.707,938.741 451.922,968.71 452.136,849.009 452.35,992.189 452.564,894.247 452.779,931.01 452.993,990.428 453.207,936.85 453.422,811.933 453.636,971.525 \n",
       "  453.85,839.177 454.064,891.103 454.279,913.35 454.493,899.781 454.707,947.07 454.922,973.863 455.136,920.693 455.35,863.576 455.565,1018.89 455.779,871.288 \n",
       "  455.993,1004.95 456.207,926.497 456.422,917.455 456.636,940.021 456.85,932.033 457.065,947.961 457.279,912.402 457.493,917.353 457.708,892.281 457.922,884.407 \n",
       "  458.136,903.595 458.35,976.548 458.565,954.307 458.779,977.113 458.993,886.147 459.208,789.835 459.422,939.239 459.636,937.367 459.85,988.848 460.065,974.396 \n",
       "  460.279,922.916 460.493,898.434 460.708,905.015 460.922,920.527 461.136,913.355 461.351,941.531 461.565,951.116 461.779,1016.5 461.993,881.765 462.208,980.615 \n",
       "  462.422,995.801 462.636,926.647 462.851,950.577 463.065,933.707 463.279,976.746 463.493,1004.54 463.708,917.428 463.922,900.581 464.136,916.051 464.351,993.728 \n",
       "  464.565,877.319 464.779,974.77 464.994,877.022 465.208,926.479 465.422,911.965 465.636,963.586 465.851,885.921 466.065,987.983 466.279,937.039 466.494,938.093 \n",
       "  466.708,883.229 466.922,924.613 467.137,983.976 467.351,992.711 467.565,937.385 467.779,894.304 467.994,906.692 468.208,943.37 468.422,875.705 468.637,949.53 \n",
       "  468.851,838.115 469.065,937.843 469.279,937.843 469.494,934.742 469.708,895.884 469.922,979.996 470.137,917.802 470.351,974.979 470.565,860.513 470.78,816.569 \n",
       "  470.994,961.113 471.208,951.146 471.422,934.453 471.637,948.085 471.851,918.395 472.065,933.411 472.28,965.841 472.494,989.171 472.708,959.244 472.922,970.172 \n",
       "  473.137,964.072 473.351,890.95 473.565,888.194 473.78,883.807 473.994,992.506 474.208,881.367 474.423,912.889 474.637,1000.32 474.851,880.586 475.065,886.343 \n",
       "  475.28,915.537 475.494,967.979 475.708,876.778 475.923,929.137 476.137,993.437 476.351,995.475 476.566,940.985 476.78,915.523 476.994,910.884 477.208,964.375 \n",
       "  477.423,904.398 477.637,962.018 477.851,922.571 478.066,956.568 478.28,859.251 478.494,847.882 478.708,911.848 478.923,940.6 479.137,993.558 479.351,970.631 \n",
       "  479.566,970.218 479.78,950.36 479.994,966.266 480.209,884.832 480.423,899.839 480.637,848.229 480.851,961.116 481.066,885.702 481.28,902.699 481.494,913.729 \n",
       "  481.709,901.505 481.923,926.812 482.137,881.936 482.351,928.59 482.566,970.981 482.78,923.066 482.994,878.072 483.209,907.438 483.423,920.703 483.637,912.539 \n",
       "  483.852,969.637 484.066,979.687 484.28,886.431 484.494,912.428 484.709,994.906 484.923,927.978 485.137,875.212 485.352,940.686 485.566,930.771 485.78,926.131 \n",
       "  485.994,907.965 486.209,901.135 486.423,916.138 486.637,908.592 486.852,887.999 487.066,923.916 487.28,931.284 487.495,990.199 487.709,935.171 487.923,984.76 \n",
       "  488.137,969.039 488.352,1013.92 488.566,917.106 488.78,995.716 488.995,885.559 489.209,909.894 489.423,892.093 489.638,899.006 489.852,842.968 490.066,921.387 \n",
       "  490.28,921.429 490.495,908.873 490.709,908.873 490.923,949.885 491.138,910.987 491.352,993.726 491.566,973.12 491.78,967.813 491.995,964.247 492.209,901.202 \n",
       "  492.423,934.976 492.638,982.739 492.852,889.916 493.066,871.757 493.281,974.848 493.495,902.542 493.709,975.373 493.923,1001.49 494.138,987.949 494.352,970.146 \n",
       "  494.566,940.339 494.781,995.26 494.995,813.173 495.209,1014.72 495.423,967.733 495.638,1004.64 495.852,947.323 496.066,833.874 496.281,924.431 496.495,872.969 \n",
       "  496.709,954.41 496.924,871.444 497.138,974.425 497.352,991.959 497.566,950.848 497.781,875.883 497.995,893.196 498.209,941.869 498.424,905.666 498.638,773.997 \n",
       "  498.852,962.324 499.067,920.851 499.281,957.111 499.495,966.598 499.709,972.272 499.924,815.146 500.138,952.228 500.352,859.007 500.567,937.457 500.781,944.289 \n",
       "  500.995,946.834 501.209,905.18 501.424,826.799 501.638,998.821 501.852,980.854 502.067,943.228 502.281,860.316 502.495,918.696 502.71,899.121 502.924,881.959 \n",
       "  503.138,963.94 503.352,908.96 503.567,894.664 503.781,874.485 503.995,970.684 504.21,953.571 504.424,856.107 504.638,982.165 504.852,988.345 505.067,828.133 \n",
       "  505.281,1003.47 505.495,853.233 505.71,905.368 505.924,933.337 506.138,952.538 506.353,861.967 506.567,960.352 506.781,877.839 506.995,752.347 507.21,873.744 \n",
       "  507.424,857.484 507.638,933.858 507.853,949.252 508.067,915.907 508.281,914.928 508.496,941.004 508.71,906.857 508.924,955.824 509.138,917.862 509.353,965.588 \n",
       "  509.567,917.855 509.781,883.515 509.996,892.114 510.21,912.002 510.424,881.29 510.638,864.673 510.853,830.767 511.067,879.896 511.281,893.36 511.496,877.296 \n",
       "  511.71,933.271 511.924,914.974 512.139,997.882 512.353,975.966 512.567,993.188 512.781,908.106 512.996,904.344 513.21,928.901 513.424,888.465 513.639,874.051 \n",
       "  513.853,837.865 514.067,889.338 514.281,934.789 514.496,877.258 514.71,906.928 514.924,931.364 515.139,923.859 515.353,918.255 515.567,846.294 515.782,870.384 \n",
       "  515.996,871.592 516.21,911.694 516.424,932.576 516.639,899.108 516.853,899.108 517.067,918.776 517.282,893.408 517.496,874.503 517.71,939.728 517.925,925.245 \n",
       "  518.139,931.914 518.353,922.729 518.567,884.632 518.782,1010.98 518.996,934.163 519.21,955.05 519.425,931.728 519.639,867.472 519.853,956.53 520.067,1009.76 \n",
       "  520.282,990.479 520.496,954.932 520.71,945.037 520.925,938.443 521.139,891.962 521.353,1000.55 521.568,867.73 521.782,1023.47 521.996,1005.91 522.21,988.841 \n",
       "  522.425,949.581 522.639,942.768 522.853,981.005 523.068,913.026 523.282,913.026 523.496,944.729 523.71,942.97 523.925,960.628 524.139,907.044 524.353,923.183 \n",
       "  524.568,1001.13 524.782,926.194 524.996,939.995 525.211,868.355 525.425,896.415 525.639,895.322 525.853,935.122 526.068,955.45 526.282,902.968 526.496,896.137 \n",
       "  526.711,914.074 526.925,832.973 527.139,835.793 527.354,985.872 527.568,977.225 527.782,971.724 527.996,926.346 528.211,975.081 528.425,796.316 528.639,951.864 \n",
       "  528.854,954.646 529.068,967.696 529.282,918.31 529.496,923.403 529.711,976.247 529.925,923.393 530.139,913.216 530.354,977.639 530.568,784.873 530.782,891.052 \n",
       "  530.997,942.366 531.211,945.874 531.425,931.002 531.639,937.379 531.854,925.837 532.068,888.684 532.282,1008.51 532.497,925.335 532.711,952.608 532.925,967.97 \n",
       "  533.139,924.747 533.354,972.674 533.568,944.557 533.782,988.417 533.997,903.845 534.211,1000.65 534.425,932.089 534.64,982.372 534.854,985.358 535.068,949.759 \n",
       "  535.282,930.258 535.497,952.25 535.711,951.427 535.925,890.541 536.14,870.184 536.354,924.865 536.568,906.593 536.783,917.964 536.997,942.809 537.211,923.872 \n",
       "  537.425,924.589 537.64,839.18 537.854,943.075 538.068,872.506 538.283,872.506 538.497,894.663 538.711,895.62 538.925,917.624 539.14,919.71 539.354,956.025 \n",
       "  539.568,943.717 539.783,983.633 539.997,887.093 540.211,923.685 540.426,964.798 540.64,1000.23 540.854,935.251 541.068,905.757 541.283,898.615 541.497,872.493 \n",
       "  541.711,848.578 541.926,956.164 542.14,902.69 542.354,867.058 542.568,907.74 542.783,944.071 542.997,970.792 543.211,898.549 543.426,955.92 543.64,860.568 \n",
       "  543.854,925.12 544.069,923.176 544.283,998.559 544.497,976.519 544.711,973.464 544.926,1000.01 545.14,885.065 545.354,869.237 545.569,939.053 545.783,945.662 \n",
       "  545.997,787.065 546.212,919.979 546.426,960.846 546.64,950.807 546.854,956.443 547.069,945.454 547.283,962.886 547.497,1017.96 547.712,803.979 547.926,961.075 \n",
       "  548.14,864.029 548.354,985.702 548.569,885.49 548.783,919.636 548.997,899.9 549.212,922.313 549.426,913.806 549.64,977.275 549.855,968.58 550.069,949.469 \n",
       "  550.283,843.461 550.497,956.17 550.712,944.85 550.926,968.845 551.14,953.809 551.355,913.95 551.569,889.297 551.783,977.525 551.997,1011.47 552.212,881.974 \n",
       "  552.426,918.499 552.64,893.168 552.855,938.215 553.069,932.162 553.283,858.519 553.498,835.617 553.712,980.323 553.926,873.41 554.14,873.41 554.355,922.177 \n",
       "  554.569,934.596 554.783,872.905 554.998,863.41 555.212,886.475 555.426,940.198 555.641,937.034 555.855,945.876 556.069,928.429 556.283,910.446 556.498,853.726 \n",
       "  556.712,884.118 556.926,987.143 557.141,823.523 557.355,906.342 557.569,865.757 557.783,907.369 557.998,916.037 558.212,950.544 558.426,953.058 558.641,968.403 \n",
       "  558.855,911.415 559.069,933.635 559.284,933.638 559.498,912.411 559.712,850.532 559.926,900.841 560.141,844.149 560.355,961.112 560.569,813.908 560.784,967.393 \n",
       "  560.998,987.228 561.212,941.941 561.426,916.425 561.641,973.771 561.855,913.421 562.069,915.097 562.284,927.014 562.498,925.553 562.712,933.621 562.927,948.882 \n",
       "  563.141,977.073 563.355,900.315 563.569,857.827 563.784,992.881 563.998,932.399 564.212,900.629 564.427,805.782 564.641,837.225 564.855,937.867 565.07,911.648 \n",
       "  565.284,908.615 565.498,924.076 565.712,946.011 565.927,931.397 566.141,960.968 566.355,920.768 566.57,926.265 566.784,899.086 566.998,894.141 567.212,876.024 \n",
       "  567.427,876.024 567.641,883.583 567.855,925.02 568.07,956.323 568.284,940.801 568.498,982.283 568.713,953.508 568.927,971.589 569.141,936.208 569.355,976.383 \n",
       "  569.57,975.57 569.784,945.749 569.998,872.09 570.213,930.562 570.427,860.22 570.641,901.167 570.855,999.407 571.07,980.588 571.284,911.582 571.498,873.297 \n",
       "  571.713,921.733 571.927,989.742 572.141,938.642 572.356,885.904 572.57,859.348 572.784,817.573 572.998,991.761 573.213,996.509 573.427,979.55 573.641,963.911 \n",
       "  573.856,992.846 574.07,994.144 574.284,969.882 574.498,970.577 574.713,920.045 574.927,822.826 575.141,818.318 575.356,983.814 575.57,991.514 575.784,871.986 \n",
       "  575.999,988.492 576.213,909.523 576.427,915.926 576.641,948.663 576.856,916.738 577.07,926.292 577.284,977.182 577.499,947.549 577.713,874.082 577.927,996.572 \n",
       "  578.142,922.353 578.356,919.275 578.57,970.45 578.784,842.324 578.999,839.566 579.213,895.377 579.427,877.719 579.642,913.685 579.856,897.054 580.07,968.343 \n",
       "  580.284,962.238 580.499,868.458 580.713,923.575 580.927,925.189 581.142,889.893 581.356,976.488 581.57,977.503 581.785,931.648 581.999,980.837 582.213,985.461 \n",
       "  582.427,1014.6 582.642,1009.93 582.856,916.515 583.07,940.011 583.285,931.991 583.499,891.109 583.713,871.715 583.927,945.892 584.142,953.976 584.356,948.286 \n",
       "  584.57,969.792 584.785,896.613 584.999,986.513 585.213,984.893 585.428,897.067 585.642,908.509 585.856,964.793 586.07,936.689 586.285,954.449 586.499,830.039 \n",
       "  586.713,996.587 586.928,957.035 587.142,920.514 587.356,941.813 587.571,904.746 587.785,963.694 587.999,986.526 588.213,927.998 588.428,890.91 588.642,955.646 \n",
       "  588.856,970.522 589.071,912.103 589.285,973.702 589.499,894 589.713,927.059 589.928,879.294 590.142,964.578 590.356,840.898 590.571,767.103 590.785,883.353 \n",
       "  590.999,871.532 591.214,995.017 591.428,814.86 591.642,913.733 591.856,818.632 592.071,1000.99 592.285,974.313 592.499,875.56 592.714,972.844 592.928,967.609 \n",
       "  593.142,976.397 593.356,963.263 593.571,921.15 593.785,993.487 593.999,930.602 594.214,880.209 594.428,908.345 594.642,966.833 594.857,937.972 595.071,940.101 \n",
       "  595.285,844.779 595.499,901.941 595.714,943.124 595.928,838.318 596.142,923.349 596.357,811.987 596.571,984.154 596.785,927.812 597,972.651 597.214,890.766 \n",
       "  597.428,896.72 597.642,962.973 597.857,837.287 598.071,1000.71 598.285,1002.17 598.5,951.658 598.714,819.196 598.928,966.241 599.142,871.151 599.357,957.44 \n",
       "  599.571,860.443 599.785,887.468 600,965.664 600.214,967.25 600.428,954.203 600.643,947.13 600.857,856.887 601.071,873.534 601.285,986.87 601.5,963.132 \n",
       "  601.714,762.718 601.928,990.662 602.143,989.406 602.357,790.51 602.571,941.752 602.785,914.447 603,971.701 603.214,965.29 603.428,942.17 603.643,908.633 \n",
       "  603.857,960.103 604.071,954.174 604.286,933.945 604.5,850.669 604.714,881.023 604.928,979.869 605.143,976.991 605.357,890.486 605.571,895.341 605.786,912.906 \n",
       "  606,955.275 606.214,981.297 606.429,988.097 606.643,976.961 606.857,871.282 607.071,984.491 607.286,982.418 607.5,957.085 607.714,870.705 607.929,983.492 \n",
       "  608.143,864.979 608.357,926.374 608.571,1013.2 608.786,984.906 609,1012.49 609.214,819.223 609.429,955.979 609.643,870.626 609.857,920.541 610.072,999.812 \n",
       "  610.286,961.503 610.5,978.163 610.714,839.936 610.929,897.458 611.143,916.142 611.357,919.593 611.572,908.524 611.786,860.747 612,984.397 612.214,806.902 \n",
       "  612.429,953.658 612.643,900.566 612.857,948.132 613.072,896.485 613.286,884.284 613.5,999.63 613.715,914.029 613.929,927.889 614.143,876.327 614.357,938.776 \n",
       "  614.572,934.991 614.786,871.846 615,947.361 615.215,951.046 615.429,876.144 615.643,869.344 615.858,898.334 616.072,959.247 616.286,950.067 616.5,933.029 \n",
       "  616.715,915.107 616.929,963.483 617.143,937.532 617.358,960.327 617.572,971.876 617.786,958.978 618,981.885 618.215,948.758 618.429,1000.73 618.643,913.446 \n",
       "  618.858,891.286 619.072,958.749 619.286,944.86 619.501,1003.67 619.715,1013.6 619.929,872.523 620.143,1000.3 620.358,1012.73 620.572,868.443 620.786,977.666 \n",
       "  621.001,905.344 621.215,919.993 621.429,854.39 621.643,963.099 621.858,957.163 622.072,928.48 622.286,903.698 622.501,886.619 622.715,899.987 622.929,899.987 \n",
       "  623.144,978.051 623.358,965.654 623.572,925.164 623.786,903.518 624.001,962.871 624.215,929.89 624.429,907.136 624.644,970.699 624.858,899.915 625.072,920.827 \n",
       "  625.287,989.574 625.501,964.586 625.715,969.119 625.929,880.017 626.144,912.569 626.358,856.665 626.572,979.867 626.787,908.692 627.001,954.283 627.215,938.778 \n",
       "  627.429,986.327 627.644,985.916 627.858,974.698 628.072,894.793 628.287,939.049 628.501,949.427 628.715,984.796 628.93,918.235 629.144,979.749 629.358,995.876 \n",
       "  629.572,955.607 629.787,958.346 630.001,959.171 630.215,1001.92 630.43,1007.93 630.644,997.53 630.858,942.192 631.072,930.089 631.287,925.502 631.501,935.2 \n",
       "  631.715,993.406 631.93,875.973 632.144,904.966 632.358,1008.4 632.573,893.5 632.787,953.498 633.001,999.688 633.215,1003.62 633.43,874.898 633.644,1002.07 \n",
       "  633.858,885.748 634.073,902.476 634.287,746.264 634.501,973.029 634.716,979.502 634.93,886.415 635.144,913.844 635.358,931.62 635.573,864.647 635.787,984.386 \n",
       "  636.001,941.638 636.216,961.199 636.43,926.752 636.644,963.966 636.858,883.804 637.073,989.661 637.287,860.477 637.501,964.95 637.716,1009.42 637.93,977.725 \n",
       "  638.144,914.243 638.359,924.339 638.573,891.5 638.787,946.06 639.001,891.773 639.216,943.932 639.43,913.135 639.644,956.585 639.859,810.898 640.073,949.246 \n",
       "  640.287,796.264 640.501,796.264 640.716,992.893 640.93,920.141 641.144,881.819 641.359,973.666 641.573,959.191 641.787,929.326 642.002,903.322 642.216,971.967 \n",
       "  642.43,858.093 642.644,922.49 642.859,908.567 643.073,902.614 643.287,891.03 643.502,949.885 643.716,889.361 643.93,981.557 644.145,997.46 644.359,744.456 \n",
       "  644.573,899.478 644.787,968.246 645.002,865.427 645.216,956.301 645.43,951.594 645.645,825.813 645.859,940.86 646.073,899.015 646.287,905.283 646.502,985.332 \n",
       "  646.716,934.386 646.93,932.878 647.145,841.102 647.359,898.094 647.573,919.62 647.788,969.976 648.002,848.63 648.216,988.708 648.43,924.965 648.645,918.046 \n",
       "  648.859,1030.75 649.073,996.429 649.288,990.947 649.502,1002.24 649.716,923.844 649.93,902.141 650.145,959.975 650.359,881.914 650.573,958.906 650.788,839.55 \n",
       "  651.002,896.354 651.216,897.761 651.431,914.85 651.645,868.787 651.859,903.06 652.073,864.707 652.288,902.918 652.502,900.751 652.716,950.162 652.931,910.404 \n",
       "  653.145,908.641 653.359,887.049 653.573,831.506 653.788,952.676 654.002,950.295 654.216,915.445 654.431,920.79 654.645,967.573 654.859,943.094 655.074,830.438 \n",
       "  655.288,934.138 655.502,934.111 655.716,905.139 655.931,933.061 656.145,1003.41 656.359,861.551 656.574,930.748 656.788,974.196 657.002,887.905 657.217,944.645 \n",
       "  657.431,888.18 657.645,967.929 657.859,945.424 658.074,987.395 658.288,993.909 658.502,930.783 658.717,946.461 658.931,909.554 659.145,899.778 659.359,888.155 \n",
       "  659.574,939.7 659.788,973.888 660.002,850.264 660.217,964.782 660.431,932.005 660.645,829.786 660.86,829.786 661.074,963.533 661.288,920.417 661.502,891.337 \n",
       "  661.717,806.69 661.931,966.589 662.145,866.371 662.36,850.973 662.574,926.787 662.788,916.218 663.002,975.783 663.217,760.272 663.431,991.603 663.645,789.45 \n",
       "  663.86,977.197 664.074,903.261 664.288,911.49 664.503,957.589 664.717,892.811 664.931,912.926 665.145,1002.73 665.36,997.261 665.574,892.11 665.788,875.444 \n",
       "  666.003,986.349 666.217,904.042 666.431,938.231 666.646,977.953 666.86,951.409 667.074,966.547 667.288,1004.67 667.503,880.299 667.717,926.021 667.931,932.834 \n",
       "  668.146,953.713 668.36,999.001 668.574,955.702 668.788,910.821 669.003,928.652 669.217,906.839 669.431,969.107 669.646,903.036 669.86,997.835 670.074,1002.02 \n",
       "  670.289,998.837 670.503,970.52 670.717,962.367 670.931,864.069 671.146,953.74 671.36,933.622 671.574,863.53 671.789,900.129 672.003,949.777 672.217,946.11 \n",
       "  672.431,935.289 672.646,931.378 672.86,927.149 673.074,907.677 673.289,886.761 673.503,940.131 673.717,957.434 673.932,944.185 674.146,902.803 674.36,857.311 \n",
       "  674.574,718.319 674.789,718.319 675.003,1000.35 675.217,916.713 675.432,913.595 675.646,979.5 675.86,967.388 676.075,748.875 676.289,887.602 676.503,960.073 \n",
       "  676.717,976.01 676.932,962.4 677.146,795.477 677.36,974.458 677.575,950.281 677.789,937.811 678.003,852.107 678.217,903.394 678.432,796.435 678.646,962.284 \n",
       "  678.86,913.619 679.075,972.309 679.289,898.443 679.503,947.166 679.718,843.215 679.932,878.194 680.146,1000.2 680.36,942.237 680.575,872.184 680.789,941.326 \n",
       "  681.003,899.876 681.218,925.155 681.432,850.81 681.646,977.658 681.86,967.172 682.075,893.756 682.289,875.946 682.503,949.067 682.718,949.563 682.932,917.658 \n",
       "  683.146,951.953 683.361,976.787 683.575,952.318 683.789,865.634 684.003,970.197 684.218,872.654 684.432,930.941 684.646,956.117 684.861,947.73 685.075,927.903 \n",
       "  685.289,954.896 685.504,983.169 685.718,991.576 685.932,965.846 686.146,850.858 686.361,862.304 686.575,862.304 686.789,967.765 687.004,842.124 687.218,771.287 \n",
       "  687.432,860.408 687.646,940.164 687.861,921.373 688.075,909.07 688.289,933.65 688.504,907.064 688.718,882.484 688.932,842.239 689.147,826.019 689.361,826.019 \n",
       "  689.575,849.524 689.789,904.429 690.004,989.019 690.218,954.805 690.432,967.753 690.647,960.654 690.861,935.6 691.075,866.63 691.289,882.389 691.504,930.47 \n",
       "  691.718,961.017 691.932,876.172 692.147,890.283 692.361,871.397 692.575,837.391 692.79,929.69 693.004,929.842 693.218,928.492 693.432,907.518 693.647,945.262 \n",
       "  693.861,860.877 694.075,951.952 694.29,885.911 694.504,821.04 694.718,818.304 694.933,819.72 695.147,875.857 695.361,992.668 695.575,943.811 695.79,791.8 \n",
       "  696.004,914.577 696.218,924.765 696.433,873.807 696.647,911.76 696.861,876.021 697.075,876.021 697.29,848.202 697.504,949.231 697.718,946.319 697.933,926.967 \n",
       "  698.147,950.341 698.361,957.458 698.576,913.461 698.79,923.349 699.004,834.05 699.218,968.648 699.433,767.503 699.647,858.43 699.861,958.276 700.076,871.664 \n",
       "  700.29,949.608 700.504,822.264 700.718,919.31 700.933,856.81 701.147,907.604 701.361,897.062 701.576,943.022 701.79,900.798 702.004,933.315 702.219,1004.15 \n",
       "  702.433,1008.5 702.647,852.767 702.861,943.088 703.076,977.91 703.29,905.351 703.504,942.57 703.719,920.939 703.933,861.24 704.147,986.969 704.362,999.738 \n",
       "  704.576,877.82 704.79,935.693 705.004,951.129 705.219,882.08 705.433,943.598 705.647,886.087 705.862,1004.24 706.076,888.207 706.29,908.922 706.504,940.731 \n",
       "  706.719,988.404 706.933,931.088 707.147,969.322 707.362,866.113 707.576,839.346 707.79,940.748 708.005,905.974 708.219,966.21 708.433,925.622 708.647,864.51 \n",
       "  708.862,941.193 709.076,968.123 709.29,909.995 709.505,933.63 709.719,881.909 709.933,922.125 710.147,880.152 710.362,937.019 710.576,936.721 710.79,976.223 \n",
       "  711.005,978.779 711.219,861.573 711.433,874.43 711.648,889.628 711.862,825.11 712.076,947.332 712.29,856.535 712.505,927.545 712.719,907.677 712.933,950.823 \n",
       "  713.148,823.253 713.362,975.02 713.576,947.752 713.791,933.563 714.005,997.416 714.219,981.218 714.433,977.397 714.648,1030.42 714.862,951.504 715.076,847.777 \n",
       "  715.291,940.359 715.505,798.693 715.719,983.035 715.933,837.629 716.148,868.56 716.362,895.411 716.576,858.783 716.791,890.495 717.005,1002.94 717.219,904.909 \n",
       "  717.434,828.805 717.648,909.214 717.862,908.582 718.076,880.129 718.291,975.72 718.505,902.577 718.719,917.647 718.934,892.545 719.148,947.05 719.362,911.43 \n",
       "  719.576,945.814 719.791,991.002 720.005,919.067 720.219,858.85 720.434,956.219 720.648,963.931 720.862,857.081 721.077,982.868 721.291,899.948 721.505,999.747 \n",
       "  721.719,885.928 721.934,927.548 722.148,982.815 722.362,939.673 722.577,919.29 722.791,929.246 723.005,925.211 723.22,970.275 723.434,932.19 723.648,933.695 \n",
       "  723.862,970.437 724.077,932.219 724.291,789.897 724.505,948.322 724.72,791.76 724.934,949.222 725.148,918.814 725.362,901.672 725.577,934.489 725.791,984.228 \n",
       "  726.005,936.445 726.22,952.217 726.434,1016.1 726.648,925.015 726.863,900.333 727.077,947.661 727.291,914.891 727.505,925.187 727.72,967.13 727.934,995.208 \n",
       "  728.148,981.766 728.363,936.342 728.577,933.252 728.791,976.257 729.005,907.18 729.22,972.681 729.434,967.482 729.648,981.084 729.863,876.311 730.077,854.604 \n",
       "  730.291,992.222 730.506,988.722 730.72,911.991 730.934,984.187 731.148,918.589 731.363,951.287 731.577,887.133 731.791,972.216 732.006,879.681 732.22,856.524 \n",
       "  732.434,884.439 732.649,896.068 732.863,770.053 733.077,959.644 733.291,923.159 733.506,943.994 733.72,958.185 733.934,942.77 734.149,845.38 734.363,856.115 \n",
       "  734.577,975.798 734.791,897.394 735.006,913.041 735.22,955.686 735.434,951.603 735.649,865.585 735.863,926.829 736.077,890.28 736.292,990.524 736.506,844.801 \n",
       "  736.72,944.23 736.934,1003.16 737.149,871.592 737.363,977.902 737.577,974.033 737.792,1013.06 738.006,950.66 738.22,846.007 738.434,938.808 738.649,934.515 \n",
       "  738.863,936.87 739.077,945.703 739.292,816.388 739.506,899.391 739.72,911.31 739.935,893.584 740.149,917.478 740.363,921.078 740.577,910.762 740.792,910.941 \n",
       "  741.006,979.585 741.22,945.357 741.435,985.864 741.649,832.041 741.863,981.381 742.077,990.479 742.292,887.598 742.506,972.6 742.72,926.381 742.935,939.263 \n",
       "  743.149,859.058 743.363,935.708 743.578,954.383 743.792,926.596 744.006,970.383 744.22,865.575 744.435,912.089 744.649,859.32 744.863,868.534 745.078,990.252 \n",
       "  745.292,849.748 745.506,961.674 745.721,975.921 745.935,991.477 746.149,937.319 746.363,911.09 746.578,934.439 746.792,917.229 747.006,958.622 747.221,970.706 \n",
       "  747.435,937.389 747.649,1000.61 747.863,812.016 748.078,990.487 748.292,912.122 748.506,920.938 748.721,896.513 748.935,838.844 749.149,821.118 749.364,943.141 \n",
       "  749.578,886.124 749.792,858.096 750.006,950.355 750.221,894.888 750.435,894.888 750.649,939.141 750.864,875.299 751.078,880.6 751.292,951.857 751.506,944.966 \n",
       "  751.721,921.764 751.935,961.415 752.149,1005.15 752.364,804.652 752.578,871.983 752.792,930.215 753.007,938.932 753.221,941.727 753.435,856.459 753.649,943.599 \n",
       "  753.864,932.152 754.078,975.007 754.292,954.209 754.507,950.984 754.721,978.193 754.935,991.549 755.15,909.812 755.364,891.996 755.578,874.488 755.792,923.965 \n",
       "  756.007,919.258 756.221,1000.41 756.435,860.986 756.65,771.058 756.864,975.407 757.078,855.794 757.292,937.599 757.507,923.594 757.721,824.414 757.935,1008.31 \n",
       "  758.15,1006.86 758.364,956.808 758.578,948.909 758.793,891.046 759.007,876.898 759.221,904.83 759.435,885.915 759.65,993.637 759.864,925.296 760.078,961.132 \n",
       "  760.293,935.83 760.507,927.277 760.721,949.105 760.935,849.716 761.15,831.974 761.364,970.539 761.578,821.38 761.793,915.92 762.007,829.266 762.221,839.603 \n",
       "  762.436,968.709 762.65,911.105 762.864,969.762 763.078,906.275 763.293,944.509 763.507,980.438 763.721,974.276 763.936,936.812 764.15,885.283 764.364,885.283 \n",
       "  764.579,885.283 764.793,975.952 765.007,931.047 765.221,910.663 765.436,980.831 765.65,970.381 765.864,887.779 766.079,880.957 766.293,897.867 766.507,863.663 \n",
       "  766.721,1003.63 766.936,999.106 767.15,973.705 767.364,912.543 767.579,970.377 767.793,939.055 768.007,946.066 768.222,922.305 768.436,909.113 768.65,869.684 \n",
       "  768.864,957.425 769.079,883.019 769.293,959.504 769.507,863.66 769.722,899.927 769.936,918.461 770.15,895.071 770.364,928.386 770.579,940.278 770.793,946.822 \n",
       "  771.007,917.333 771.222,976.697 771.436,955.504 771.65,915.32 771.865,915.817 772.079,935.969 772.293,951.945 772.507,959.463 772.722,884.42 772.936,1017.88 \n",
       "  773.15,889.083 773.365,987.068 773.579,815.698 773.793,906.409 774.008,905.869 774.222,910.908 774.436,938.132 774.65,963.79 774.865,976.889 775.079,887.883 \n",
       "  775.293,860.331 775.508,947.314 775.722,949.599 775.936,928.176 776.15,884.693 776.365,860.814 776.579,1000.23 776.793,909.336 777.008,997.447 777.222,948.188 \n",
       "  777.436,982.512 777.651,865.974 777.865,892.197 778.079,880.639 778.293,944.861 778.508,953.844 778.722,887.806 778.936,945.405 779.151,958.701 779.365,918.425 \n",
       "  779.579,892.145 779.793,892.145 780.008,946.165 780.222,898.269 780.436,1000.25 780.651,957.543 780.865,871.76 781.079,956.369 781.294,903.477 781.508,909.944 \n",
       "  781.722,910.504 781.936,944.182 782.151,912.813 782.365,887.1 782.579,928.435 782.794,915.093 783.008,967.845 783.222,922.901 783.437,915.09 783.651,929.492 \n",
       "  783.865,948.486 784.079,829.554 784.294,829.554 784.508,944.08 784.722,919.66 784.937,960.095 785.151,951.935 785.365,903.209 785.579,936.65 785.794,845.914 \n",
       "  786.008,850.704 786.222,962.786 786.437,837.143 786.651,922.29 786.865,876.189 787.08,989.004 787.294,817.192 787.508,1004.62 787.722,961.398 787.937,978.495 \n",
       "  788.151,913.359 788.365,960.787 788.58,913.425 788.794,942.54 789.008,976.177 789.222,1000.57 789.437,888.895 789.651,941.044 789.865,874.577 790.08,958.1 \n",
       "  790.294,943.227 790.508,897.571 790.723,935.41 790.937,998.595 791.151,1003.86 791.365,927.903 791.58,917.39 791.794,877.801 792.008,943.411 792.223,969.603 \n",
       "  792.437,960.728 792.651,963.646 792.866,936.879 793.08,920.91 793.294,928.23 793.508,971.77 793.723,933.23 793.937,893.392 794.151,895.462 794.366,880.895 \n",
       "  794.58,868.11 794.794,868.11 795.008,903.666 795.223,947.053 795.437,968.603 795.651,915.319 795.866,952.732 796.08,903.986 796.294,932.953 796.509,918.751 \n",
       "  796.723,913.008 796.937,874.075 797.151,851.275 797.366,907.903 797.58,745.504 797.794,942.235 798.009,895.148 798.223,958.158 798.437,945.091 798.651,950.896 \n",
       "  798.866,866.033 799.08,924.118 799.294,900.432 799.509,848.863 799.723,848.863 799.937,880.859 800.152,911.129 800.366,867.866 800.58,900.8 800.794,946.913 \n",
       "  801.009,898.365 801.223,883.851 801.437,921.097 801.652,901.945 801.866,952.031 802.08,979.352 802.295,978.21 802.509,952.546 802.723,976.196 802.937,872.348 \n",
       "  803.152,815.99 803.366,917.495 803.58,991.559 803.795,917.559 804.009,911.653 804.223,873.778 804.437,995.869 804.652,928.062 804.866,980.327 805.08,867.444 \n",
       "  805.295,972.327 805.509,863.455 805.723,901.65 805.938,1008.01 806.152,996.435 806.366,995.577 806.58,844.968 806.795,889.731 807.009,941.463 807.223,950.117 \n",
       "  807.438,948.48 807.652,933.959 807.866,866.279 808.08,904.313 808.295,977.334 808.509,978.663 808.723,858.536 808.938,907.206 809.152,873.968 809.366,911.021 \n",
       "  809.581,995.367 809.795,947.023 810.009,967.052 810.223,998.257 810.438,903.78 810.652,911.452 810.866,995.801 811.081,962.3 811.295,840.976 811.509,956.616 \n",
       "  811.724,846.152 811.938,941.822 812.152,903.495 812.366,894.247 812.581,990.43 812.795,982.04 813.009,853.767 813.224,939.837 813.438,846.081 813.652,846.081 \n",
       "  813.866,867.26 814.081,847.249 814.295,958.786 814.509,951.363 814.724,966.035 814.938,981.985 815.152,945.69 815.367,955.604 815.581,973.172 815.795,944.471 \n",
       "  816.009,935.469 816.224,931.354 816.438,911.411 816.652,918.137 816.867,959.215 817.081,944.74 817.295,981.703 817.509,943.011 817.724,954.608 817.938,903.837 \n",
       "  818.152,900.758 818.367,986.437 818.581,985.768 818.795,938.867 819.01,982.415 819.224,816.521 819.438,875.896 819.652,971.125 819.867,848.751 820.081,881.952 \n",
       "  820.295,897.384 820.51,911.449 820.724,971.712 820.938,843.998 821.152,961.566 821.367,954.111 821.581,831.905 821.795,972.39 822.01,993.479 822.224,871.901 \n",
       "  822.438,973.556 822.653,963.253 822.867,938.802 823.081,885.878 823.295,923.243 823.51,944.375 823.724,954.587 823.938,864.971 824.153,923.64 824.367,978.573 \n",
       "  824.581,985.607 824.796,935.232 825.01,946.566 825.224,920.844 825.438,929.184 825.653,917.486 825.867,932.387 826.081,926.147 826.296,979.822 826.51,848.49 \n",
       "  826.724,787.74 826.938,928.771 827.153,904.606 827.367,936.61 827.581,919.879 827.796,926.551 828.01,956.014 828.224,929.841 828.439,896.969 828.653,881.13 \n",
       "  828.867,968.623 829.081,832.817 829.296,956.816 829.51,908.511 829.724,952.315 829.939,910.733 830.153,958.358 830.367,964.884 830.581,990.704 830.796,892.373 \n",
       "  831.01,839.706 831.224,945.698 831.439,917.612 831.653,964.185 831.867,906.967 832.082,966.25 832.296,975.092 832.51,1018.99 832.724,973.955 832.939,913.571 \n",
       "  833.153,879.716 833.367,874.754 833.582,949.105 833.796,885.7 834.01,895.067 834.225,885.175 834.439,953.267 834.653,940.629 834.867,939.85 835.082,905.979 \n",
       "  835.296,905.123 835.51,937.935 835.725,882.515 835.939,835.472 836.153,861.675 836.367,972.984 836.582,866.623 836.796,896.535 837.01,842.214 837.225,898.506 \n",
       "  837.439,872.343 837.653,973.373 837.868,995.619 838.082,935.435 838.296,960.221 838.51,973.261 838.725,970.261 838.939,969.3 839.153,953.418 839.368,949.204 \n",
       "  839.582,793.591 839.796,948.035 840.01,955.348 840.225,939.255 840.439,965.908 840.653,945.497 840.868,920.658 841.082,749.401 841.296,824.294 841.511,928.703 \n",
       "  841.725,979.363 841.939,1001.38 842.153,949.672 842.368,950.399 842.582,942.352 842.796,899.624 843.011,953.187 843.225,782.233 843.439,880.128 843.654,952.637 \n",
       "  843.868,970.229 844.082,950.09 844.296,974.748 844.511,941.871 844.725,964.675 844.939,989.147 845.154,791.536 845.368,837.291 845.582,989.18 845.796,904.862 \n",
       "  846.011,908.17 846.225,906.891 846.439,956.596 846.654,953.764 846.868,917.259 847.082,960.279 847.297,981.106 847.511,946.663 847.725,926.892 847.939,970.349 \n",
       "  848.154,960.116 848.368,847.961 848.582,895.718 848.797,962.905 849.011,828.151 849.225,990.595 849.439,991.407 849.654,958.806 849.868,893.712 850.082,994.907 \n",
       "  850.297,948.304 850.511,850.732 850.725,935.163 850.94,960.308 851.154,978.952 851.368,918.012 851.582,924.467 851.797,944.792 852.011,873.784 852.225,922.239 \n",
       "  852.44,922.682 852.654,933.051 852.868,951.992 853.083,866.258 853.297,938.224 853.511,946.978 853.725,960.736 853.94,907.329 854.154,863.042 854.368,1001.93 \n",
       "  854.583,976.762 854.797,930.867 855.011,912.597 855.225,923.603 855.44,861.856 855.654,953.463 855.868,858.174 856.083,967.897 856.297,962.48 856.511,943.19 \n",
       "  856.726,925.876 856.94,948.979 857.154,957.024 857.368,980.109 857.583,924.932 857.797,940.142 858.011,915.286 858.226,864.887 858.44,947.251 858.654,951.599 \n",
       "  858.868,976.263 859.083,955.814 859.297,917.698 859.511,925.088 859.726,960.171 859.94,801.929 860.154,809.184 860.369,905.528 860.583,978.498 860.797,922.472 \n",
       "  861.011,915.905 861.226,993.478 861.44,994.473 861.654,957.036 861.869,919.632 862.083,891.956 862.297,943.721 862.512,927.4 862.726,994.082 862.94,842.5 \n",
       "  863.154,920.913 863.369,889.905 863.583,965.763 863.797,839.658 864.012,924.7 864.226,970.494 864.44,968.445 864.654,933.956 864.869,915.113 865.083,895.352 \n",
       "  865.297,925.884 865.512,886.37 865.726,891.024 865.94,875.595 866.155,816.8 866.369,976.963 866.583,982.422 866.797,919.489 867.012,882.145 867.226,983.343 \n",
       "  867.44,1014.62 867.655,848.161 867.869,982.101 868.083,1001.46 868.297,926.582 868.512,958.376 868.726,854.977 868.94,939.19 869.155,936.875 869.369,956.314 \n",
       "  869.583,939.981 869.798,955.032 870.012,952.387 870.226,946.583 870.44,818.572 870.655,796.023 870.869,974.114 871.083,949.303 871.298,903.385 871.512,947.274 \n",
       "  871.726,902.654 871.941,878.018 872.155,846.236 872.369,890.165 872.583,949.547 872.798,915.22 873.012,939.012 873.226,997.292 873.441,1011.85 873.655,966.119 \n",
       "  873.869,860.521 874.083,892.184 874.298,909.804 874.512,953.213 874.726,994.029 874.941,948.553 875.155,950.562 875.369,892.564 875.584,953.984 875.798,867.431 \n",
       "  876.012,897.341 876.226,969.788 876.441,885.378 876.655,988.949 876.869,1002.53 877.084,934.562 877.298,913.033 877.512,946.034 877.726,948.228 877.941,810.502 \n",
       "  878.155,902.105 878.369,857.799 878.584,820.987 878.798,867.15 879.012,931.75 879.227,864.904 879.441,978.965 879.655,979.578 879.869,956.305 880.084,960.113 \n",
       "  880.298,886.687 880.512,962.483 880.727,920.03 880.941,944.662 881.155,937.317 881.37,928.68 881.584,918.394 881.798,970.366 882.012,867.413 882.227,919.296 \n",
       "  882.441,973.495 882.655,866.559 882.87,846.199 883.084,903.294 883.298,831.039 883.512,894.358 883.727,944.381 883.941,844.829 884.155,927.957 884.37,908.792 \n",
       "  884.584,931.683 884.798,956.569 885.013,887.506 885.227,931.851 885.441,956.559 885.655,944.291 885.87,882.736 886.084,986.79 886.298,949.167 886.513,911.487 \n",
       "  886.727,949.058 886.941,990.082 887.155,902.478 887.37,917.713 887.584,921.039 887.798,919.016 888.013,967.866 888.227,973.632 888.441,889.708 888.656,953.447 \n",
       "  888.87,987.114 889.084,981.52 889.298,998.463 889.513,965.645 889.727,878.017 889.941,939.871 890.156,932.641 890.37,931.161 890.584,934.929 890.799,960.339 \n",
       "  891.013,928.091 891.227,931.537 891.441,965.6 891.656,946.654 891.87,917.274 892.084,978.128 892.299,940.762 892.513,943.619 892.727,945.896 892.941,964.76 \n",
       "  893.156,926.116 893.37,900.943 893.584,936.375 893.799,991.329 894.013,942.801 894.227,862.813 894.442,916.206 894.656,950.836 894.87,927.807 895.084,923.938 \n",
       "  895.299,983.953 895.513,991.283 895.727,959.696 895.942,900.537 896.156,974.987 896.37,897.123 896.584,907.027 896.799,947.686 897.013,862.647 897.227,862.647 \n",
       "  897.442,940.433 897.656,918.675 897.87,894.663 898.085,958.601 898.299,886.01 898.513,876.376 898.727,839.38 898.942,847.417 899.156,921.061 899.37,945.199 \n",
       "  899.585,954.899 899.799,856.041 900.013,943.006 900.228,977.532 900.442,901.009 900.656,965.598 900.87,964.163 901.085,949.324 901.299,945.657 901.513,940.913 \n",
       "  901.728,955.044 901.942,953.109 902.156,1002.72 902.37,888.799 902.585,1008.95 902.799,993.419 903.013,953.766 903.228,842.434 903.442,808.318 903.656,948.58 \n",
       "  903.871,908.187 904.085,992.031 904.299,860.385 904.513,907.825 904.728,937.038 904.942,986.689 905.156,927.17 905.371,940.056 905.585,949.091 905.799,917.898 \n",
       "  906.013,974.492 906.228,915.469 906.442,964.245 906.656,934.92 906.871,873.715 907.085,954.784 907.299,928.624 907.514,893.941 907.728,966.594 907.942,882.941 \n",
       "  908.156,824.252 908.371,922.223 908.585,949.434 908.799,912.165 909.014,925.598 909.228,919.237 909.442,898.084 909.656,864.905 909.871,883.478 910.085,921.315 \n",
       "  910.299,960.027 910.514,939.562 910.728,951.097 910.942,979.208 911.157,1000.91 911.371,977.367 911.585,854.36 911.799,992.39 912.014,944.624 912.228,998.174 \n",
       "  912.442,905.448 912.657,948.521 912.871,858.791 913.085,775.914 913.3,985.906 913.514,885.321 913.728,919.663 913.942,959.119 914.157,899.05 914.371,944.57 \n",
       "  914.585,958.172 914.8,866.038 915.014,808.983 915.228,902.336 915.442,893.636 915.657,932.099 915.871,878.375 916.085,958.928 916.3,827.936 916.514,967.702 \n",
       "  916.728,968.116 916.943,954.473 917.157,988.594 917.371,966.342 917.585,929.6 917.8,923.663 918.014,938.127 918.228,947.238 918.443,946.273 918.657,951.549 \n",
       "  918.871,963.739 919.085,1033.41 919.3,706.398 919.514,983.744 919.728,722 919.943,822.088 920.157,890.665 920.371,888.442 920.586,962.857 920.8,993.322 \n",
       "  921.014,934.204 921.228,881.592 921.443,916.3 921.657,906.198 921.871,890.132 922.086,890.107 922.3,966.159 922.514,962.308 922.729,917.712 922.943,920.796 \n",
       "  923.157,866.509 923.371,905.403 923.586,871.294 923.8,930.616 924.014,864.542 924.229,983.01 924.443,902.033 924.657,937.747 924.871,913.985 925.086,934.133 \n",
       "  925.3,880.468 925.514,880.468 925.729,874.023 925.943,864.704 926.157,949.351 926.372,826.704 926.586,893.318 926.8,893.351 927.014,912.791 927.229,857.465 \n",
       "  927.443,931.82 927.657,954.634 927.872,938.861 928.086,937.982 928.3,932.565 928.514,924.792 928.729,944.754 928.943,917.683 929.157,887.802 929.372,885.965 \n",
       "  929.586,972.403 929.8,923.761 930.015,946.49 930.229,965.954 930.443,893.916 930.657,975.343 930.872,986.581 931.086,924.032 931.3,964.024 931.515,984.899 \n",
       "  931.729,894.773 931.943,918.336 932.158,864.347 932.372,923.996 932.586,963.159 932.8,970.538 933.015,857.778 933.229,949.276 933.443,912.851 933.658,892.69 \n",
       "  933.872,908.012 934.086,979.347 934.3,972.31 934.515,979.942 934.729,938.026 934.943,896.498 935.158,895.253 935.372,890.844 935.586,969.064 935.801,979.268 \n",
       "  936.015,989.788 936.229,945.784 936.443,882.406 936.658,937.336 936.872,933.791 937.086,898.954 937.301,1007.86 937.515,996.434 937.729,984.486 937.943,968.361 \n",
       "  938.158,908.767 938.372,930.381 938.586,915.406 938.801,918.69 939.015,855.046 939.229,948.351 939.444,973.686 939.658,941.264 939.872,900.486 940.086,961.161 \n",
       "  940.301,914.564 940.515,905.699 940.729,909.969 940.944,932.294 941.158,966.847 941.372,874.582 941.587,893.99 941.801,958.504 942.015,963.384 942.229,1001.37 \n",
       "  942.444,930.349 942.658,889.009 942.872,842.788 943.087,983.688 943.301,795.669 943.515,961.245 943.729,944.327 943.944,900.562 944.158,907.76 944.372,803.788 \n",
       "  944.587,989.521 944.801,896.94 945.015,955.276 945.23,896.863 945.444,994.611 945.658,908.51 945.872,966.034 946.087,919.907 946.301,940.6 946.515,905.274 \n",
       "  946.73,979.485 946.944,933.049 947.158,934.016 947.372,1004.44 947.587,990.21 947.801,955.457 948.015,945.669 948.23,922.19 948.444,906.068 948.658,932.906 \n",
       "  948.873,855.982 949.087,781.834 949.301,928.628 949.515,948.691 949.73,946.92 949.944,949.916 950.158,994.224 950.373,951.647 950.587,997.29 950.801,991.522 \n",
       "  951.016,930.702 951.23,953.116 951.444,886.364 951.658,897.205 951.873,952.49 952.087,857.269 952.301,847.388 952.516,961.922 952.73,907.298 952.944,933.06 \n",
       "  953.158,947.398 953.373,910.682 953.587,910.966 953.801,976.406 954.016,952.473 954.23,930.362 954.444,935.911 954.659,956.899 954.873,895.939 955.087,900.13 \n",
       "  955.301,949.978 955.516,941.743 955.73,924.177 955.944,967.404 956.159,944.674 956.373,912.717 956.587,840.959 956.801,988.045 957.016,966.096 957.23,984.99 \n",
       "  957.444,901.654 957.659,904.238 957.873,1025.44 958.087,916.873 958.302,944.691 958.516,811.15 958.73,814.486 958.944,963.006 959.159,929.213 959.373,948.287 \n",
       "  959.587,986.345 959.802,996.566 960.016,843.915 960.23,993.105 960.445,934.702 960.659,899.872 960.873,942.41 961.087,941.593 961.302,966.598 961.516,957.883 \n",
       "  961.73,937.917 961.945,902.669 962.159,940.439 962.373,966.409 962.587,888.123 962.802,945.309 963.016,874.917 963.23,965.139 963.445,928.678 963.659,934.76 \n",
       "  963.873,905.207 964.088,882.724 964.302,927.921 964.516,869.216 964.73,989.467 964.945,946.782 965.159,974.008 965.373,841.127 965.588,852.965 965.802,894.701 \n",
       "  966.016,933.282 966.23,958.687 966.445,903.827 966.659,966.626 966.873,879.389 967.088,909.454 967.302,916.473 967.516,879.24 967.731,824.43 967.945,899.084 \n",
       "  968.159,955.441 968.373,955.049 968.588,961.903 968.802,901.017 969.016,898.371 969.231,946.153 969.445,905.984 969.659,907.632 969.874,895.746 970.088,1005.47 \n",
       "  970.302,963.896 970.516,982.399 970.731,874.752 970.945,949.011 971.159,959.989 971.374,914.772 971.588,938.957 971.802,938.957 972.016,913.296 972.231,934.106 \n",
       "  972.445,834.434 972.659,877.657 972.874,932.639 973.088,858.152 973.302,987.149 973.517,764.612 973.731,946.052 973.945,874.657 974.159,924.407 974.374,913.786 \n",
       "  974.588,929.138 974.802,969.843 975.017,976.95 975.231,985.036 975.445,927.274 975.659,954.269 975.874,910.5 976.088,938.97 976.302,908.813 976.517,861.942 \n",
       "  976.731,920.786 976.945,847.163 977.16,811.425 977.374,870.561 977.588,849.167 977.802,972.258 978.017,865.926 978.231,867.647 978.445,895.946 978.66,866.157 \n",
       "  978.874,823.398 979.088,823.398 979.303,983.93 979.517,1011.62 979.731,872.302 979.945,973.6 980.16,769.968 980.374,887.539 980.588,945.085 980.803,949.691 \n",
       "  981.017,921.644 981.231,960.604 981.445,962.091 981.66,911.434 981.874,926.807 982.088,898.969 982.303,915.945 982.517,871.735 982.731,895.611 982.946,964.673 \n",
       "  983.16,941.865 983.374,931.288 983.588,962.811 983.803,981.104 984.017,870.663 984.231,893.215 984.446,926.694 984.66,944.388 984.874,970.953 985.088,983.412 \n",
       "  985.303,957.117 985.517,873.323 985.731,806.639 985.946,933.916 986.16,939.001 986.374,884.413 986.589,884.413 986.803,936.335 987.017,964.512 987.231,948.482 \n",
       "  987.446,871.557 987.66,789.269 987.874,988.679 988.089,900.708 988.303,960.635 988.517,923.337 988.732,986.121 988.946,981.344 989.16,856.817 989.374,885.94 \n",
       "  989.589,987.588 989.803,898.576 990.017,924.83 990.232,916.403 990.446,962.609 990.66,864.137 990.874,966.979 991.089,853.36 991.303,1011.78 991.517,986.495 \n",
       "  991.732,976.411 991.946,992.459 992.16,811.865 992.375,853.747 992.589,894.472 992.803,960.449 993.017,989.364 993.232,956.83 993.446,931.542 993.66,982.113 \n",
       "  993.875,884.184 994.089,991.433 994.303,1003.32 994.517,912.085 994.732,910.904 994.946,804.323 995.16,1010.65 995.375,968.435 995.589,759.569 995.803,864.028 \n",
       "  996.018,957.431 996.232,940.608 996.446,939.781 996.66,956.935 996.875,867.984 997.089,866.607 997.303,984.625 997.518,899.984 997.732,972.403 997.946,898.213 \n",
       "  998.16,945.822 998.375,856.216 998.589,852.921 998.803,940.141 999.018,978.565 999.232,927.765 999.446,924.337 999.661,889.138 999.875,943.312 1000.09,906.142 \n",
       "  1000.3,980.312 1000.52,963.932 1000.73,932.605 1000.95,862.489 1001.16,906.843 1001.37,920.321 1001.59,920.321 1001.8,906.845 1002.02,926.361 1002.23,941.607 \n",
       "  1002.45,897.527 1002.66,978.985 1002.87,820.975 1003.09,992.362 1003.3,977.059 1003.52,953.016 1003.73,954.619 1003.95,871.463 1004.16,887.374 1004.38,977.056 \n",
       "  1004.59,884.699 1004.8,847.28 1005.02,957.607 1005.23,859.074 1005.45,856.648 1005.66,778.344 1005.88,948.635 1006.09,975.625 1006.3,902.971 1006.52,953.724 \n",
       "  1006.73,798.928 1006.95,902.098 1007.16,924.187 1007.38,948.231 1007.59,914.874 1007.8,916.338 1008.02,933.481 1008.23,981.258 1008.45,990.4 1008.66,957.962 \n",
       "  1008.88,903.389 1009.09,921.461 1009.3,922.951 1009.52,948.172 1009.73,885.135 1009.95,944.095 1010.16,940.847 1010.38,906.315 1010.59,974.537 1010.8,806.157 \n",
       "  1011.02,878.206 1011.23,954.295 1011.45,836.294 1011.66,961.825 1011.88,933.611 1012.09,898.388 1012.3,979.255 1012.52,958.234 1012.73,984.524 1012.95,998.478 \n",
       "  1013.16,962.894 1013.38,936.501 1013.59,911.599 1013.8,983.635 1014.02,986.221 1014.23,800.848 1014.45,811.807 1014.66,811.807 1014.88,906.995 1015.09,890.855 \n",
       "  1015.3,989.538 1015.52,979.665 1015.73,869.961 1015.95,881.12 1016.16,964.889 1016.38,999.937 1016.59,951.767 1016.8,906.504 1017.02,986.564 1017.23,941.408 \n",
       "  1017.45,939.366 1017.66,963.628 1017.88,900.93 1018.09,961.999 1018.3,894.55 1018.52,952.305 1018.73,830.034 1018.95,905.277 1019.16,960.932 1019.38,989.557 \n",
       "  1019.59,883.422 1019.8,993.9 1020.02,948.674 1020.23,922.084 1020.45,855.066 1020.66,935.844 1020.88,898.706 1021.09,963.57 1021.3,837.077 1021.52,934.729 \n",
       "  1021.73,905.728 1021.95,910.885 1022.16,963.555 1022.38,963.794 1022.59,934.273 1022.8,966.02 1023.02,931.233 1023.23,1004.2 1023.45,901.839 1023.66,974.057 \n",
       "  1023.88,983.958 1024.09,989.047 1024.3,977.234 1024.52,920.64 1024.73,936.591 1024.95,923.644 1025.16,930.446 1025.38,908.47 1025.59,936.051 1025.8,937.114 \n",
       "  1026.02,752.444 1026.23,951.347 1026.45,902.234 1026.66,956.902 1026.88,985.295 1027.09,902.38 1027.3,960.843 1027.52,946.737 1027.73,958.834 1027.95,953.87 \n",
       "  1028.16,868.666 1028.38,901.057 1028.59,943.285 1028.8,948.7 1029.02,878.103 1029.23,962.635 1029.45,973.14 1029.66,971.281 1029.88,906.757 1030.09,1010.85 \n",
       "  1030.3,891.513 1030.52,943.017 1030.73,952.567 1030.95,946.273 1031.16,881.836 1031.38,951.918 1031.59,915.134 1031.8,867.982 1032.02,968.921 1032.23,859.785 \n",
       "  1032.45,908.909 1032.66,887.079 1032.88,878.108 1033.09,912.158 1033.3,954.316 1033.52,856.754 1033.73,961.857 1033.95,949.03 1034.16,974.717 1034.38,876.473 \n",
       "  1034.59,954.238 1034.81,877.776 1035.02,885.039 1035.23,882.289 1035.45,811.654 1035.66,981.513 1035.88,916.689 1036.09,911.077 1036.31,950.452 1036.52,869.11 \n",
       "  1036.73,959.592 1036.95,960.746 1037.16,850.92 1037.38,939.79 1037.59,975.191 1037.81,901.952 1038.02,922.603 1038.23,975.971 1038.45,885.849 1038.66,823.186 \n",
       "  1038.88,911.127 1039.09,807.756 1039.31,871.959 1039.52,967.946 1039.73,951.04 1039.95,981.619 1040.16,968.914 1040.38,962.399 1040.59,956.44 1040.81,917.671 \n",
       "  1041.02,888.763 1041.23,990.872 1041.45,918.545 1041.66,979.55 1041.88,899.707 1042.09,897.293 1042.31,1011.84 1042.52,903.69 1042.73,881.295 1042.95,982.057 \n",
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       "  372.418,949.622 372.632,963.595 372.847,930.311 373.061,888.158 373.275,974.514 373.489,956.755 373.704,966.563 373.918,995.949 374.132,908.061 374.347,935.146 \n",
       "  374.561,804.976 374.775,938.004 374.989,971.461 375.204,917.17 375.418,966.458 375.632,898.968 375.847,990.858 376.061,1008.47 376.275,853.614 376.49,866.574 \n",
       "  376.704,950.759 376.918,926.566 377.132,941.062 377.347,935.84 377.561,975.3 377.775,884.264 377.99,917.605 378.204,897.716 378.418,922.025 378.633,942.042 \n",
       "  378.847,929.584 379.061,903.457 379.275,941.715 379.49,902.59 379.704,889.882 379.918,936.574 380.133,927.928 380.347,891.956 380.561,946.692 380.775,949.903 \n",
       "  380.99,948.273 381.204,960.148 381.418,971.026 381.633,973.754 381.847,894.389 382.061,870.631 382.276,913.112 382.49,798.129 382.704,798.129 382.918,933.108 \n",
       "  383.133,911.68 383.347,828.868 383.561,989.964 383.776,883.034 383.99,974.367 384.204,827.237 384.418,974.059 384.633,929.653 384.847,903.412 385.061,899.232 \n",
       "  385.276,953.554 385.49,817.541 385.704,969.68 385.919,919.415 386.133,902.536 386.347,924.641 386.561,902.336 386.776,1017.31 386.99,952.321 387.204,884.238 \n",
       "  387.419,850.749 387.633,955.507 387.847,998.853 388.062,932.898 388.276,946.306 388.49,957.909 388.704,804.181 388.919,954.645 389.133,966.867 389.347,953.357 \n",
       "  389.562,966.827 389.776,984.465 389.99,895.622 390.204,953.146 390.419,934.208 390.633,917.822 390.847,942.539 391.062,922.264 391.276,874.466 391.49,868.153 \n",
       "  391.705,949.719 391.919,940.695 392.133,975.786 392.347,971.217 392.562,971.217 392.776,890.573 392.99,880.915 393.205,911.097 393.419,934.998 393.633,869.342 \n",
       "  393.847,908.601 394.062,869.502 394.276,971.678 394.49,963.52 394.705,931.855 394.919,1003.45 395.133,926.338 395.348,902.161 395.562,991.09 395.776,986.777 \n",
       "  395.99,865.919 396.205,892.939 396.419,958.789 396.633,957.888 396.848,983.629 397.062,849.302 397.276,1038.58 397.491,1039.48 397.705,898.482 397.919,975.009 \n",
       "  398.133,955.786 398.348,928.187 398.562,959.645 398.776,871.407 398.991,812.302 399.205,915.794 399.419,889.493 399.633,958.808 399.848,953.714 400.062,944.529 \n",
       "  400.276,999.269 400.491,1012.45 400.705,910.476 400.919,922.006 401.134,942.479 401.348,947.036 401.562,973.14 401.776,970.836 401.991,947.986 402.205,999.752 \n",
       "  402.419,861.01 402.634,895.093 402.848,884.779 403.062,873.834 403.276,935.254 403.491,875.573 403.705,935.674 403.919,935.547 404.134,936.816 404.348,969.892 \n",
       "  404.562,851.692 404.777,933.756 404.991,868.863 405.205,903.002 405.419,975.618 405.634,929.227 405.848,923.58 406.062,785.338 406.277,967.148 406.491,819.699 \n",
       "  406.705,967.67 406.919,993.323 407.134,948.489 407.348,838.086 407.562,988.323 407.777,865.267 407.991,983.659 408.205,863.233 408.42,847.941 408.634,926.297 \n",
       "  408.848,876.825 409.062,968.802 409.277,934.55 409.491,926.044 409.705,860.953 409.92,913.154 410.134,923.801 410.348,941.367 410.563,886.364 410.777,860.545 \n",
       "  410.991,971.329 411.205,839.464 411.42,839.464 411.634,900.641 411.848,919.528 412.063,887.672 412.277,876.681 412.491,875.027 412.705,905.177 412.92,928.7 \n",
       "  413.134,957.647 413.348,934.982 413.563,868.959 413.777,893.808 413.991,925.235 414.206,894.771 414.42,999.025 414.634,941.586 414.848,898.348 415.063,872.36 \n",
       "  415.277,931.473 415.491,978.224 415.706,966.691 415.92,911.938 416.134,931.504 416.348,889.412 416.563,976.767 416.777,868.35 416.991,962.585 417.206,947.79 \n",
       "  417.42,844.835 417.634,939.878 417.849,920.929 418.063,841.867 418.277,921.708 418.491,900.922 418.706,955.794 418.92,942.185 419.134,960.776 419.349,953.753 \n",
       "  419.563,922.909 419.777,917.031 419.992,912.28 420.206,864.865 420.42,991.314 420.634,916.755 420.849,851.192 421.063,995.02 421.277,934.367 421.492,935.728 \n",
       "  421.706,965.414 421.92,888.789 422.134,1001.05 422.349,973.392 422.563,923.262 422.777,972.917 422.992,990.06 423.206,990.36 423.42,970.33 423.635,920.807 \n",
       "  423.849,930.478 424.063,907.493 424.277,833.3 424.492,929.217 424.706,934.967 424.92,917.408 425.135,962.036 425.349,952.629 425.563,943.413 425.777,919.864 \n",
       "  425.992,983.166 426.206,953.774 426.42,896.914 426.635,930.183 426.849,944.494 427.063,941.021 427.278,882.58 427.492,927.478 427.706,963.008 427.92,870.899 \n",
       "  428.135,954.389 428.349,854.174 428.563,801.426 428.778,934.258 428.992,826.26 429.206,859.727 429.421,890.652 429.635,956.38 429.849,996.064 430.063,957.252 \n",
       "  430.278,982.146 430.492,870.257 430.706,861.871 430.921,908.395 431.135,962.064 431.349,904.636 431.563,950.197 431.778,994.154 431.992,785.17 432.206,785.17 \n",
       "  432.421,951.461 432.635,833.782 432.849,829.498 433.064,869.75 433.278,901.423 433.492,948.89 433.706,968.649 433.921,964.166 434.135,977.738 434.349,902.06 \n",
       "  434.564,811.435 434.778,907.313 434.992,902.304 435.206,978.836 435.421,966.046 435.635,938.21 435.849,927.455 436.064,894.563 436.278,867.788 436.492,934.009 \n",
       "  436.707,958.468 436.921,877.264 437.135,989.478 437.349,940.654 437.564,895.111 437.778,960.582 437.992,950.284 438.207,940.156 438.421,913.031 438.635,912.047 \n",
       "  438.85,947.011 439.064,935.203 439.278,946.358 439.492,955.28 439.707,903.338 439.921,950.983 440.135,924.723 440.35,963.419 440.564,970.107 440.778,904.814 \n",
       "  440.992,903.15 441.207,991.649 441.421,999.143 441.635,1007.72 441.85,849.754 442.064,940.347 442.278,964.84 442.493,984.467 442.707,944.736 442.921,954.824 \n",
       "  443.135,954.282 443.35,1019.54 443.564,900.323 443.778,786.594 443.993,937.404 444.207,1005.67 444.421,907.8 444.635,932.189 444.85,936.3 445.064,885.179 \n",
       "  445.278,859.363 445.493,812.096 445.707,925.394 445.921,948.897 446.136,903.466 446.35,879.369 446.564,963.38 446.778,961.002 446.993,932.011 447.207,838.165 \n",
       "  447.421,883.73 447.636,994.016 447.85,994.178 448.064,987.451 448.279,996.992 448.493,866.676 448.707,947.19 448.921,911.963 449.136,904.192 449.35,911.165 \n",
       "  449.564,962.687 449.779,934.32 449.993,943.359 450.207,862.288 450.421,975.321 450.636,912.585 450.85,976.396 451.064,989.286 451.279,942.818 451.493,948.118 \n",
       "  451.707,892.443 451.922,857.017 452.136,923.677 452.35,984.66 452.564,879.053 452.779,920.673 452.993,926.163 453.207,884.61 453.422,880.496 453.636,935.126 \n",
       "  453.85,876.456 454.064,868.724 454.279,935.109 454.493,848.882 454.707,940.12 454.922,981.687 455.136,994.814 455.35,918.333 455.565,895.581 455.779,936.149 \n",
       "  455.993,856.908 456.207,798.097 456.422,930.98 456.636,800.245 456.85,942.403 457.065,971.742 457.279,957.467 457.493,972.856 457.708,921.146 457.922,954.345 \n",
       "  458.136,986.256 458.35,942.734 458.565,954.216 458.779,911.557 458.993,894.524 459.208,873.692 459.422,885.643 459.636,935.002 459.85,885.922 460.065,878.524 \n",
       "  460.279,899.65 460.493,943.167 460.708,886.892 460.922,945.109 461.136,970.802 461.351,832.71 461.565,828.561 461.779,983.405 461.993,846.143 462.208,804.38 \n",
       "  462.422,878.83 462.636,796.325 462.851,923.696 463.065,950.301 463.279,959.903 463.493,954.638 463.708,837.715 463.922,916.27 464.136,1008.33 464.351,861.196 \n",
       "  464.565,932.196 464.779,926.416 464.994,930.657 465.208,907.23 465.422,930.112 465.636,955.324 465.851,972.076 466.065,966.713 466.279,937.041 466.494,939.192 \n",
       "  466.708,970.505 466.922,975.683 467.137,967.921 467.351,917.796 467.565,907.771 467.779,974.534 467.994,814.654 468.208,814.654 468.422,814.654 468.637,961.292 \n",
       "  468.851,975.581 469.065,911.445 469.279,958.267 469.494,987.579 469.708,871.204 469.922,885.021 470.137,905.401 470.351,885.02 470.565,953.288 470.78,961.45 \n",
       "  470.994,1005.65 471.208,967.148 471.422,871.638 471.637,872.897 471.851,954.377 472.065,852.864 472.28,1006.91 472.494,856.408 472.708,895.487 472.922,912.968 \n",
       "  473.137,959.973 473.351,936.096 473.565,919.66 473.78,922.654 473.994,985.478 474.208,959.068 474.423,923.956 474.637,899.536 474.851,911.535 475.065,944.195 \n",
       "  475.28,881.024 475.494,854.438 475.708,954.773 475.923,945.736 476.137,925.492 476.351,955.289 476.566,876.943 476.78,931.241 476.994,953.684 477.208,954.965 \n",
       "  477.423,979.066 477.637,904.713 477.851,926.034 478.066,887.862 478.28,907.597 478.494,968.316 478.708,944.426 478.923,975.695 479.137,877.31 479.351,880.272 \n",
       "  479.566,964.4 479.78,921.036 479.994,943.004 480.209,931.603 480.423,950.163 480.637,917.168 480.851,936.755 481.066,920.255 481.28,836.84 481.494,947.628 \n",
       "  481.709,928.206 481.923,891.489 482.137,910.465 482.351,942.056 482.566,895.978 482.78,887.949 482.994,996.817 483.209,876.266 483.423,894.849 483.637,925.397 \n",
       "  483.852,995.219 484.066,896.46 484.28,939.998 484.494,925.269 484.709,896.031 484.923,966.394 485.137,836.114 485.352,898.559 485.566,928.226 485.78,923.084 \n",
       "  485.994,966.137 486.209,872.589 486.423,961.016 486.637,992.373 486.852,993.902 487.066,978.521 487.28,1009.39 487.495,890.498 487.709,902.69 487.923,904.7 \n",
       "  488.137,895.931 488.352,881.352 488.566,930.27 488.78,954.292 488.995,988.601 489.209,930.86 489.423,903.659 489.638,915.89 489.852,895.469 490.066,957.623 \n",
       "  490.28,936.794 490.495,952.687 490.709,865.055 490.923,963.159 491.138,920.22 491.352,840.267 491.566,961.372 491.78,923.426 491.995,882.98 492.209,882.989 \n",
       "  492.423,859.461 492.638,846.149 492.852,964.929 493.066,896.757 493.281,892.45 493.495,982.816 493.709,871.01 493.923,970.876 494.138,896.914 494.352,918.466 \n",
       "  494.566,945.877 494.781,948.138 494.995,976.92 495.209,974.258 495.423,1002.18 495.638,1003.08 495.852,949.662 496.066,887.097 496.281,875.143 496.495,949.887 \n",
       "  496.709,838.348 496.924,846.495 497.138,897.94 497.352,922.807 497.566,862.497 497.781,904.065 497.995,957.948 498.209,925.778 498.424,880.97 498.638,922.871 \n",
       "  498.852,832.011 499.067,980.872 499.281,979.932 499.495,969.437 499.709,1005.31 499.924,979.13 500.138,900.761 500.352,969.145 500.567,925.601 500.781,973.573 \n",
       "  500.995,991.401 501.209,1002.59 501.424,828.38 501.638,987.621 501.852,921.26 502.067,928.983 502.281,1019.97 502.495,899.061 502.71,893.461 502.924,964.614 \n",
       "  503.138,948.245 503.352,1005.12 503.567,928.851 503.781,981.399 503.995,1001.82 504.21,930.197 504.424,886.485 504.638,874.362 504.852,956.156 505.067,973.946 \n",
       "  505.281,968.009 505.495,969.09 505.71,969.179 505.924,950.829 506.138,970.969 506.353,950.905 506.567,917.444 506.781,864.289 506.995,973.773 507.21,977.189 \n",
       "  507.424,931.803 507.638,947.951 507.853,931.204 508.067,929.115 508.281,887.15 508.496,928.337 508.71,960.102 508.924,930.789 509.138,931.378 509.353,807.108 \n",
       "  509.567,980.93 509.781,920.573 509.996,960.146 510.21,954.818 510.424,887.094 510.638,999.78 510.853,931.413 511.067,935.792 511.281,965.765 511.496,888.038 \n",
       "  511.71,903.059 511.924,989.875 512.139,969.668 512.353,948.621 512.567,938.646 512.781,923.102 512.996,1018.97 513.21,980.651 513.424,899.947 513.639,938.575 \n",
       "  513.853,981.648 514.067,957.5 514.281,933.736 514.496,886.572 514.71,963.745 514.924,837.857 515.139,909.173 515.353,883.834 515.567,1017.97 515.782,924.875 \n",
       "  515.996,943.936 516.21,901.062 516.424,917.612 516.639,917.916 516.853,864.608 517.067,943.653 517.282,913.993 517.496,914.297 517.71,916.827 517.925,957.114 \n",
       "  518.139,839.851 518.353,923.015 518.567,947.924 518.782,984.635 518.996,930.845 519.21,921.56 519.425,884.658 519.639,935.856 519.853,968.477 520.067,964.099 \n",
       "  520.282,992.893 520.496,990.146 520.71,976.009 520.925,959.536 521.139,905.43 521.353,922.845 521.568,951.827 521.782,987.481 521.996,890.266 522.21,931.048 \n",
       "  522.425,915.976 522.639,846.074 522.853,960.919 523.068,920.3 523.282,918.375 523.496,1019 523.71,989.222 523.925,958.111 524.139,994.854 524.353,982.27 \n",
       "  524.568,1003.02 524.782,860.932 524.996,813.986 525.211,851.566 525.425,891.974 525.639,950.221 525.853,918.307 526.068,931.348 526.282,903.248 526.496,830.851 \n",
       "  526.711,807.89 526.925,984.339 527.139,935.46 527.354,880.416 527.568,932.173 527.782,866.42 527.996,934.678 528.211,956.759 528.425,949.021 528.639,974.336 \n",
       "  528.854,921.472 529.068,930.208 529.282,873.505 529.496,978.302 529.711,964.232 529.925,880.665 530.139,901.043 530.354,960.031 530.568,944.984 530.782,907.653 \n",
       "  530.997,953.179 531.211,947.998 531.425,943.583 531.639,866.813 531.854,917.965 532.068,943.103 532.282,913.404 532.497,880.193 532.711,906.83 532.925,913.833 \n",
       "  533.139,942.455 533.354,985.139 533.568,948.189 533.782,961.118 533.997,986.324 534.211,1013.3 534.425,882.796 534.64,964.227 534.854,931.49 535.068,884.056 \n",
       "  535.282,857.604 535.497,971.331 535.711,950.065 535.925,931.11 536.14,904.244 536.354,858.636 536.568,981.268 536.783,951.133 536.997,912.015 537.211,852.122 \n",
       "  537.425,961.511 537.64,924.067 537.854,882.636 538.068,979.699 538.283,969.419 538.497,904.53 538.711,848.045 538.925,938.401 539.14,943.121 539.354,941.131 \n",
       "  539.568,880.191 539.783,883.082 539.997,948.619 540.211,870.7 540.426,939.547 540.64,959.037 540.854,987.423 541.068,855.363 541.283,961.809 541.497,980.315 \n",
       "  541.711,886.561 541.926,909.105 542.14,930.081 542.354,892.157 542.568,918.034 542.783,929.201 542.997,944.766 543.211,986.927 543.426,934.901 543.64,1007.39 \n",
       "  543.854,839.294 544.069,970.529 544.283,943.614 544.497,942.726 544.711,958.695 544.926,946.711 545.14,888.042 545.354,945.975 545.569,958.916 545.783,970.353 \n",
       "  545.997,856.377 546.212,958.807 546.426,969.71 546.64,852.435 546.854,900.041 547.069,893.486 547.283,910.932 547.497,909.083 547.712,905.686 547.926,872.827 \n",
       "  548.14,916.276 548.354,926.232 548.569,950.542 548.783,918.485 548.997,918.485 549.212,916.158 549.426,969.859 549.64,868.335 549.855,918.531 550.069,926.061 \n",
       "  550.283,952.753 550.497,956.992 550.712,927.521 550.926,926.212 551.14,979.955 551.355,982.82 551.569,982.962 551.783,936.434 551.997,870.005 552.212,923.98 \n",
       "  552.426,916.164 552.64,919.182 552.855,943.894 553.069,899.181 553.283,910.899 553.498,948.942 553.712,992.713 553.926,969.478 554.14,978.747 554.355,962.603 \n",
       "  554.569,980.606 554.783,933.728 554.998,863.671 555.212,952.924 555.426,813.266 555.641,762.532 555.855,885.305 556.069,916.097 556.283,849.391 556.498,949.375 \n",
       "  556.712,929.829 556.926,906.956 557.141,939.704 557.355,970.713 557.569,1012.62 557.783,947.889 557.998,993.72 558.212,969.271 558.426,762.325 558.641,999.024 \n",
       "  558.855,928.514 559.069,946.818 559.284,963.096 559.498,984.853 559.712,897.652 559.926,933.172 560.141,961.374 560.355,969.902 560.569,958.919 560.784,906.913 \n",
       "  560.998,959.563 561.212,803.786 561.426,924.737 561.641,847.194 561.855,971.422 562.069,914.726 562.284,904.03 562.498,902.779 562.712,976.383 562.927,979.757 \n",
       "  563.141,840.02 563.355,830.011 563.569,988.719 563.784,949.513 563.998,897.03 564.212,915.621 564.427,949.744 564.641,986.979 564.855,909.14 565.07,1006.44 \n",
       "  565.284,851.241 565.498,897.125 565.712,933.751 565.927,982.873 566.141,991.62 566.355,962.901 566.57,921.897 566.784,853.838 566.998,907.461 567.212,895.284 \n",
       "  567.427,911.814 567.641,903.758 567.855,859.234 568.07,886.738 568.284,1008.34 568.498,897.485 568.713,892.962 568.927,963.668 569.141,947.04 569.355,961.916 \n",
       "  569.57,941.845 569.784,939.284 569.998,908.648 570.213,961.594 570.427,849.457 570.641,876.466 570.855,940.428 571.07,898.673 571.284,973.565 571.498,942.665 \n",
       "  571.713,984.594 571.927,955.112 572.141,898.477 572.356,908.01 572.57,992.936 572.784,983.084 572.998,909.316 573.213,931.32 573.427,902.442 573.641,920.908 \n",
       "  573.856,963.939 574.07,823.753 574.284,973.391 574.498,850.518 574.713,863.119 574.927,863.119 575.141,880.736 575.356,923.138 575.57,800.539 575.784,1004.48 \n",
       "  575.999,849.373 576.213,929.277 576.427,960.85 576.641,943.772 576.856,917.148 577.07,861.919 577.284,909.649 577.499,822.608 577.713,997.634 577.927,847.339 \n",
       "  578.142,861.446 578.356,899.148 578.57,921.152 578.784,934.781 578.999,835.702 579.213,1015.32 579.427,984.43 579.642,988.069 579.856,941.505 580.07,952.247 \n",
       "  580.284,903.062 580.499,855.964 580.713,944.576 580.927,848.789 581.142,985.225 581.356,947.71 581.57,967.502 581.785,867.611 581.999,921.21 582.213,921.21 \n",
       "  582.427,927.612 582.642,895.694 582.856,957.188 583.07,831.964 583.285,963.736 583.499,948.758 583.713,886.707 583.927,980.615 584.142,856.119 584.356,886.616 \n",
       "  584.57,953.584 584.785,999.76 584.999,919.582 585.213,975.397 585.428,980.927 585.642,903.411 585.856,980.89 586.07,871.898 586.285,883.041 586.499,822.681 \n",
       "  586.713,930.317 586.928,790.889 587.142,938.794 587.356,955.184 587.571,914.724 587.785,936.566 587.999,847.032 588.213,937.412 588.428,945.941 588.642,846.614 \n",
       "  588.856,957.927 589.071,918.575 589.285,920.858 589.499,936.474 589.713,894.017 589.928,932.986 590.142,941.454 590.356,938.856 590.571,955.067 590.785,912.906 \n",
       "  590.999,874.973 591.214,823.983 591.428,926.969 591.642,938.129 591.856,889.382 592.071,912.407 592.285,947.167 592.499,949.544 592.714,910.9 592.928,984.761 \n",
       "  593.142,933.241 593.356,901.798 593.571,912.717 593.785,929.284 593.999,975.6 594.214,887.194 594.428,903.496 594.642,892.046 594.857,813.22 595.071,907.66 \n",
       "  595.285,947.745 595.499,883.314 595.714,912.023 595.928,913.701 596.142,935.177 596.357,749.345 596.571,876.755 596.785,934.449 597,925.083 597.214,968.878 \n",
       "  597.428,903.194 597.642,956.992 597.857,915.806 598.071,932.217 598.285,910.143 598.5,951.813 598.714,926.695 598.928,959.768 599.142,876.497 599.357,920.681 \n",
       "  599.571,949.76 599.785,863.934 600,931.187 600.214,886.41 600.428,912.66 600.643,912.492 600.857,936.433 601.071,914.65 601.285,935.78 601.5,927.414 \n",
       "  601.714,937.533 601.928,971.641 602.143,858.456 602.357,900.828 602.571,849.043 602.785,936.464 603,934.509 603.214,968.794 603.428,908.372 603.643,944.676 \n",
       "  603.857,904.828 604.071,915.664 604.286,1022.91 604.5,909.92 604.714,960.616 604.928,948.151 605.143,848.422 605.357,808.448 605.571,847.229 605.786,898.977 \n",
       "  606,926.192 606.214,888.125 606.429,962.964 606.643,960.913 606.857,869.342 607.071,867.488 607.286,922.991 607.5,922.59 607.714,879.796 607.929,889.873 \n",
       "  608.143,966.396 608.357,984.384 608.571,913.752 608.786,943.42 609,934.253 609.214,926.472 609.429,968.156 609.643,963.836 609.857,973.488 610.072,969.037 \n",
       "  610.286,799.467 610.5,858.356 610.714,983.303 610.929,976.089 611.143,956.611 611.357,914.685 611.572,841.472 611.786,1003.74 612,976.58 612.214,964.936 \n",
       "  612.429,942.427 612.643,936.716 612.857,943.015 613.072,911.377 613.286,969.073 613.5,969.806 613.715,810.1 613.929,831.363 614.143,935.068 614.357,895.268 \n",
       "  614.572,953.867 614.786,920.776 615,951.385 615.215,957.361 615.429,924.521 615.643,930.471 615.858,947.35 616.072,887.543 616.286,912.273 616.5,912.273 \n",
       "  616.715,914.606 616.929,958.78 617.143,952.435 617.358,927.113 617.572,931.777 617.786,755.286 618,877.033 618.215,876.558 618.429,878.756 618.643,953.799 \n",
       "  618.858,873.966 619.072,972.075 619.286,905.883 619.501,927.822 619.715,915.198 619.929,889.814 620.143,951.324 620.358,874.907 620.572,858.568 620.786,991.84 \n",
       "  621.001,871.964 621.215,895.116 621.429,882.584 621.643,847.651 621.858,953.171 622.072,910.494 622.286,933.675 622.501,958.276 622.715,905.261 622.929,940.937 \n",
       "  623.144,876.36 623.358,962.978 623.572,885.447 623.786,935.855 624.001,810.502 624.215,838.142 624.429,980.35 624.644,947.471 624.858,891.584 625.072,947.058 \n",
       "  625.287,970.945 625.501,940.696 625.715,944.372 625.929,947.278 626.144,872.994 626.358,926.045 626.572,896.768 626.787,936.72 627.001,902.82 627.215,913.875 \n",
       "  627.429,934.683 627.644,908.841 627.858,974.292 628.072,978.593 628.287,969.486 628.501,965.24 628.715,950.842 628.93,908.436 629.144,894.145 629.358,961.351 \n",
       "  629.572,977.939 629.787,874.72 630.001,988.518 630.215,947.338 630.43,971.654 630.644,905.607 630.858,922.583 631.072,829.321 631.287,948.621 631.501,857.068 \n",
       "  631.715,846.269 631.93,882.86 632.144,882.86 632.358,872.528 632.573,965.221 632.787,912.089 633.001,912.089 633.215,888.024 633.43,888.024 633.644,953.62 \n",
       "  633.858,892.693 634.073,963.712 634.287,819.756 634.501,889.299 634.716,984.458 634.93,859.401 635.144,960.45 635.358,965.215 635.573,991.744 635.787,851.899 \n",
       "  636.001,851.899 636.216,929.612 636.43,881.227 636.644,937.924 636.858,937.513 637.073,960.051 637.287,901.136 637.501,954.006 637.716,923.811 637.93,988.223 \n",
       "  638.144,795.851 638.359,959.037 638.573,859.559 638.787,894.553 639.001,807.387 639.216,934.932 639.43,980.442 639.644,869.132 639.859,937.422 640.073,910.291 \n",
       "  640.287,863.583 640.501,943.578 640.716,883.085 640.93,1017 641.144,886.612 641.359,935.672 641.573,944.164 641.787,891.565 642.002,910.461 642.216,916.689 \n",
       "  642.43,957.543 642.644,924.871 642.859,916.498 643.073,805.433 643.287,991.952 643.502,919.118 643.716,937.152 643.93,936.229 644.145,899.765 644.359,972.375 \n",
       "  644.573,967.637 644.787,861.496 645.002,916.801 645.216,897.214 645.43,838.755 645.645,884.768 645.859,1011.28 646.073,948.963 646.287,952.059 646.502,969.284 \n",
       "  646.716,980.891 646.93,909.751 647.145,888.258 647.359,955.06 647.573,945.414 647.788,893.295 648.002,937.473 648.216,956.991 648.43,922.711 648.645,913.155 \n",
       "  648.859,901.351 649.073,957.07 649.288,876.425 649.502,856.028 649.716,1021.17 649.93,997.586 650.145,1000.46 650.359,990.761 650.573,937.267 650.788,937.076 \n",
       "  651.002,936.119 651.216,916.459 651.431,884.231 651.645,936.746 651.859,896.026 652.073,958.839 652.288,912.372 652.502,967.555 652.716,982.491 652.931,757.824 \n",
       "  653.145,969.57 653.359,965.927 653.573,951.809 653.788,972.936 654.002,916.147 654.216,906.924 654.431,928.113 654.645,901.349 654.859,945.81 655.074,887.639 \n",
       "  655.288,985.511 655.502,987.048 655.716,957.787 655.931,860.103 656.145,915.913 656.359,911.847 656.574,909.461 656.788,998.336 657.002,964.352 657.217,952.79 \n",
       "  657.431,904.937 657.645,942.487 657.859,994.332 658.074,864.049 658.288,945.99 658.502,941.742 658.717,966.075 658.931,972.667 659.145,1001.8 659.359,984.196 \n",
       "  659.574,955.059 659.788,878.93 660.002,912.351 660.217,1000.64 660.431,911.566 660.645,912.955 660.86,986.165 661.074,899.52 661.288,983.505 661.502,815.699 \n",
       "  661.717,815.699 661.931,824.868 662.145,885.54 662.36,948.155 662.574,929.661 662.788,916.186 663.002,963.155 663.217,911.02 663.431,903.395 663.645,909.129 \n",
       "  663.86,962.456 664.074,808.431 664.288,956.824 664.503,964.034 664.717,850.886 664.931,945.654 665.145,907.529 665.36,907.529 665.574,888.062 665.788,937.928 \n",
       "  666.003,868.821 666.217,868.906 666.431,909.594 666.646,924.364 666.86,943.07 667.074,938.978 667.288,962.858 667.503,857.398 667.717,930.277 667.931,989.292 \n",
       "  668.146,926.285 668.36,916.083 668.574,957.204 668.788,980.475 669.003,930.783 669.217,930.783 669.431,932.831 669.646,941.573 669.86,966.515 670.074,944.533 \n",
       "  670.289,927.647 670.503,959.3 670.717,978.507 670.931,950.994 671.146,947.216 671.36,880.243 671.574,926.641 671.789,871.253 672.003,988.95 672.217,882.765 \n",
       "  672.431,960.76 672.646,828.76 672.86,994.069 673.074,952.753 673.289,980.579 673.503,958.793 673.717,887.536 673.932,880.313 674.146,967.125 674.36,945.473 \n",
       "  674.574,888.412 674.789,774.833 675.003,774.833 675.217,849.855 675.432,950.606 675.646,967.6 675.86,957.577 676.075,924.055 676.289,788.627 676.503,940.251 \n",
       "  676.717,882.331 676.932,968.891 677.146,967.855 677.36,815.925 677.575,832.896 677.789,984.858 678.003,935.016 678.217,986.314 678.432,781.446 678.646,961.721 \n",
       "  678.86,912.288 679.075,935.311 679.289,914.898 679.503,920.961 679.718,895.022 679.932,968.694 680.146,776.955 680.36,957.911 680.575,964.927 680.789,973.236 \n",
       "  681.003,824.011 681.218,875.046 681.432,924.7 681.646,902.566 681.86,873.593 682.075,968.408 682.289,895.437 682.503,899.703 682.718,899.703 682.932,896.687 \n",
       "  683.146,919.583 683.361,883.827 683.575,883.827 683.789,942.519 684.003,818.781 684.218,938.666 684.432,942.109 684.646,931.537 684.861,934.146 685.075,826.887 \n",
       "  685.289,942.997 685.504,927.673 685.718,912.897 685.932,925.798 686.146,966.909 686.361,962.554 686.575,933.178 686.789,881.831 687.004,827.112 687.218,898.201 \n",
       "  687.432,940.734 687.646,859.137 687.861,968.992 688.075,966.158 688.289,872.518 688.504,875.612 688.718,991.035 688.932,972.4 689.147,961.876 689.361,934.924 \n",
       "  689.575,976.52 689.789,901.217 690.004,879.529 690.218,935.298 690.432,876.674 690.647,974.965 690.861,876.685 691.075,911.519 691.289,914.775 691.504,990.604 \n",
       "  691.718,887.043 691.932,924.052 692.147,912.81 692.361,898.497 692.575,869.746 692.79,869.381 693.004,976.81 693.218,883.52 693.432,953.794 693.647,1012.34 \n",
       "  693.861,992.008 694.075,1013.72 694.29,985.276 694.504,931.688 694.718,906.47 694.933,911.414 695.147,993.644 695.361,919.221 695.575,952.938 695.79,973.926 \n",
       "  696.004,969.05 696.218,893.295 696.433,912.014 696.647,957.877 696.861,956.015 697.075,969.484 697.29,935.53 697.504,909.863 697.718,922.252 697.933,933.296 \n",
       "  698.147,976.124 698.361,923.227 698.576,922.273 698.79,970.778 699.004,934.452 699.218,976.868 699.433,931.436 699.647,937.001 699.861,949.377 700.076,914.947 \n",
       "  700.29,944.811 700.504,1006.12 700.718,852.233 700.933,894.292 701.147,886.402 701.361,975.73 701.576,917.415 701.79,937.661 702.004,919.411 702.219,906.904 \n",
       "  702.433,976.043 702.647,891.167 702.861,924.925 703.076,912.324 703.29,1001 703.504,931.908 703.719,918.331 703.933,885.844 704.147,897.522 704.362,888.118 \n",
       "  704.576,903.5 704.79,1010.09 705.004,863.193 705.219,904.006 705.433,940.522 705.647,916.238 705.862,949.171 706.076,953.413 706.29,940.852 706.504,906.519 \n",
       "  706.719,996.123 706.933,930.104 707.147,859.912 707.362,917.506 707.576,960.664 707.79,960.466 708.005,978.222 708.219,979.575 708.433,907.228 708.647,888.848 \n",
       "  708.862,868.954 709.076,911.419 709.29,978.463 709.505,972.823 709.719,917.939 709.933,909.156 710.147,925.192 710.362,911.11 710.576,930.533 710.79,890.603 \n",
       "  711.005,892.996 711.219,963.321 711.433,1020.41 711.648,1019.18 711.862,956.889 712.076,818.28 712.29,820.136 712.505,952.074 712.719,995.183 712.933,1005.01 \n",
       "  713.148,955.919 713.362,1004.99 713.576,952.034 713.791,934.213 714.005,902.514 714.219,871.142 714.433,883.611 714.648,946.88 714.862,911.383 715.076,982.679 \n",
       "  715.291,999.909 715.505,951.037 715.719,939.956 715.933,942.57 716.148,910.059 716.362,910.059 716.576,975.057 716.791,985.472 717.005,888.879 717.219,906.107 \n",
       "  717.434,909.852 717.648,903.753 717.862,940.97 718.076,955.851 718.291,910.196 718.505,917.45 718.719,992.123 718.934,904.441 719.148,909.814 719.362,918.865 \n",
       "  719.576,918.865 719.791,963.276 720.005,964.396 720.219,862.427 720.434,865.427 720.648,965.609 720.862,973.487 721.077,762.957 721.291,947.777 721.505,982.264 \n",
       "  721.719,871.271 721.934,877.106 722.148,949.294 722.362,954.482 722.577,954.857 722.791,961.739 723.005,953.332 723.22,1028.44 723.434,1013.58 723.648,1000.45 \n",
       "  723.862,980.236 724.077,955.839 724.291,956.311 724.505,987.188 724.72,968.674 724.934,908.508 725.148,978.317 725.362,869.275 725.577,992.603 725.791,972.433 \n",
       "  726.005,959.991 726.22,908.959 726.434,907.469 726.648,970.98 726.863,914.774 727.077,928.496 727.291,885.87 727.505,942.905 727.72,901.903 727.934,931.477 \n",
       "  728.148,936.304 728.363,919.264 728.577,910.705 728.791,999.179 729.005,938.56 729.22,987.081 729.434,914.822 729.648,967.16 729.863,966.37 730.077,964.691 \n",
       "  730.291,933.538 730.506,946.846 730.72,888.138 730.934,985.619 731.148,859.752 731.363,832.397 731.577,900.039 731.791,939.318 732.006,927.522 732.22,934.303 \n",
       "  732.434,991.625 732.649,974.097 732.863,941.101 733.077,933.738 733.291,831.909 733.506,886.482 733.72,959.402 733.934,948.31 734.149,856.53 734.363,935.144 \n",
       "  734.577,932.277 734.791,956.175 735.006,866.711 735.22,816.032 735.434,1001.98 735.649,907.049 735.863,962.042 736.077,977.8 736.292,965.303 736.506,872.786 \n",
       "  736.72,897.911 736.934,929.221 737.149,888.932 737.363,948.128 737.577,931.358 737.792,884.965 738.006,1013.44 738.22,970.431 738.434,959.741 738.649,983.01 \n",
       "  738.863,874.032 739.077,971.777 739.292,939.715 739.506,858.67 739.72,959.346 739.935,918.535 740.149,934.334 740.363,940.373 740.577,870.445 740.792,854.966 \n",
       "  741.006,868.015 741.22,912.285 741.435,945.494 741.649,910.414 741.863,926.604 742.077,941.102 742.292,857.024 742.506,969.886 742.72,872.866 742.935,935.364 \n",
       "  743.149,909.267 743.363,920.696 743.578,915.214 743.792,967.838 744.006,956.762 744.22,987.327 744.435,773.646 744.649,911.01 744.863,905.56 745.078,901.797 \n",
       "  745.292,973.053 745.506,935.111 745.721,914.33 745.935,857.183 746.149,924.445 746.363,854.648 746.578,878.282 746.792,897.228 747.006,923.16 747.221,860.796 \n",
       "  747.435,858.354 747.649,984.072 747.863,995.793 748.078,980.191 748.292,989.263 748.506,1015.4 748.721,887.633 748.935,935.094 749.149,851.948 749.364,969.251 \n",
       "  749.578,961.414 749.792,927.06 750.006,926.077 750.221,925.117 750.435,939.885 750.649,867.637 750.864,989.345 751.078,1000.15 751.292,913.123 751.506,895.161 \n",
       "  751.721,968.849 751.935,871.78 752.149,961.406 752.364,840.002 752.578,910.899 752.792,895.003 753.007,950.761 753.221,840.68 753.435,871.04 753.649,899.498 \n",
       "  753.864,978.046 754.078,932.349 754.292,990.136 754.507,979.116 754.721,935.053 754.935,952.775 755.15,938.056 755.364,887.271 755.578,887.081 755.792,1006.83 \n",
       "  756.007,958.835 756.221,939.725 756.435,917.657 756.65,821.536 756.864,953.417 757.078,969.355 757.292,878.687 757.507,951.772 757.721,931.694 757.935,933.951 \n",
       "  758.15,906.419 758.364,889.695 758.578,952.946 758.793,931.852 759.007,868.724 759.221,961.901 759.435,865.881 759.65,954.409 759.864,962.657 760.078,922.73 \n",
       "  760.293,889.182 760.507,906.504 760.721,936.676 760.935,910.597 761.15,981.243 761.364,842.662 761.578,1005.5 761.793,937.094 762.007,937.094 762.221,941.723 \n",
       "  762.436,1011.58 762.65,976.513 762.864,996.985 763.078,956.008 763.293,971.016 763.507,960.381 763.721,942.778 763.936,920.186 764.15,911.575 764.364,898.351 \n",
       "  764.579,885.334 764.793,930.813 765.007,913.286 765.221,876.946 765.436,926.408 765.65,962.791 765.864,903.169 766.079,959.451 766.293,896.059 766.507,929.355 \n",
       "  766.721,953.322 766.936,954.416 767.15,985.302 767.364,955.245 767.579,878.389 767.793,909.562 768.007,936.289 768.222,940.34 768.436,921.79 768.65,931.146 \n",
       "  768.864,900.995 769.079,891.172 769.293,905.518 769.507,960.228 769.722,913.181 769.936,935.593 770.15,872.329 770.364,922.407 770.579,926.336 770.793,985.993 \n",
       "  771.007,991.77 771.222,998.486 771.436,983.386 771.65,992.441 771.865,967.279 772.079,911.086 772.293,960.531 772.507,894.818 772.722,916.216 772.936,891.492 \n",
       "  773.15,869.626 773.365,966.448 773.579,817.118 773.793,887.317 774.008,910.505 774.222,983.609 774.436,964.848 774.65,940.818 774.865,972.14 775.079,747.884 \n",
       "  775.293,912.161 775.508,929.53 775.722,950.982 775.936,935.37 776.15,939.475 776.365,959.136 776.579,903.489 776.793,912.257 777.008,905.137 777.222,890.469 \n",
       "  777.436,902.117 777.651,917.398 777.865,945.773 778.079,875.356 778.293,953.549 778.508,952.17 778.722,905.435 778.936,957.409 779.151,937.782 779.365,920.526 \n",
       "  779.579,967.251 779.793,881.467 780.008,883.678 780.222,881.626 780.436,953.987 780.651,923.874 780.865,952.365 781.079,947.847 781.294,969.511 781.508,956.326 \n",
       "  781.722,941.424 781.936,957.916 782.151,957.661 782.365,983.454 782.579,960.01 782.794,907.439 783.008,860.498 783.222,932.421 783.437,997.488 783.651,992.985 \n",
       "  783.865,945.584 784.079,912.092 784.294,941.04 784.508,948.377 784.722,926.917 784.937,947.383 785.151,950.005 785.365,958.037 785.579,987.161 785.794,832.24 \n",
       "  786.008,866.324 786.222,741.108 786.437,848.511 786.651,942.131 786.865,994.86 787.08,947.432 787.294,918.772 787.508,947.475 787.722,917.999 787.937,937.318 \n",
       "  788.151,946.596 788.365,877.589 788.58,931.629 788.794,883.444 789.008,927.853 789.222,902.512 789.437,897.663 789.651,938.003 789.865,936.816 790.08,877.924 \n",
       "  790.294,877.924 790.508,865.955 790.723,956.506 790.937,843.007 791.151,973.903 791.365,986.794 791.58,904.299 791.794,957.208 792.008,949.153 792.223,937.647 \n",
       "  792.437,921.917 792.651,921.917 792.866,914.194 793.08,945.749 793.294,902.378 793.508,913.549 793.723,936.959 793.937,912.417 794.151,764.805 794.366,822.944 \n",
       "  794.58,975.13 794.794,970.705 795.008,987.611 795.223,923.042 795.437,903.256 795.651,975.2 795.866,933.282 796.08,955.509 796.294,813.402 796.509,978.816 \n",
       "  796.723,821.978 796.937,998.227 797.151,981.368 797.366,873.441 797.58,928.974 797.794,959.268 798.009,977.663 798.223,945.85 798.437,875.489 798.651,951.712 \n",
       "  798.866,968.364 799.08,880.655 799.294,921.54 799.509,921.54 799.723,866.928 799.937,953.272 800.152,932.111 800.366,907.299 800.58,837.353 800.794,970.573 \n",
       "  801.009,849.811 801.223,971.322 801.437,932.421 801.652,905.825 801.866,862.151 802.08,986.81 802.295,959.867 802.509,986.012 802.723,1000.1 802.937,944.528 \n",
       "  803.152,966.887 803.366,944.524 803.58,962.948 803.795,962.203 804.009,912.497 804.223,855.28 804.437,951.642 804.652,927.552 804.866,826.194 805.08,932.823 \n",
       "  805.295,948.567 805.509,891.738 805.723,885.764 805.938,790.425 806.152,931.441 806.366,923.67 806.58,944.25 806.795,849.402 807.009,929.986 807.223,963.367 \n",
       "  807.438,821.26 807.652,924.131 807.866,935.903 808.08,842.572 808.295,940.498 808.509,932.273 808.723,901.805 808.938,927.088 809.152,988.45 809.366,910.802 \n",
       "  809.581,923.193 809.795,931.881 810.009,852.321 810.223,940.779 810.438,928.901 810.652,839.048 810.866,932.944 811.081,914.981 811.295,902.126 811.509,934.772 \n",
       "  811.724,951.624 811.938,937.432 812.152,887.956 812.366,939.887 812.581,890.84 812.795,930.168 813.009,887.683 813.224,875.583 813.438,958.765 813.652,860.79 \n",
       "  813.866,860.79 814.081,907.314 814.295,927.926 814.509,952.404 814.724,923.798 814.938,939.737 815.152,952.524 815.367,908.372 815.581,989.807 815.795,819.491 \n",
       "  816.009,941.287 816.224,966.19 816.438,895.202 816.652,891.113 816.867,918.812 817.081,821.211 817.295,870.98 817.509,803.591 817.724,864.033 817.938,953.385 \n",
       "  818.152,803.423 818.367,882.697 818.581,946.348 818.795,821.132 819.01,821.132 819.224,986.433 819.438,983.62 819.652,923.869 819.867,927.429 820.081,931.709 \n",
       "  820.295,945.618 820.51,883.136 820.724,877.464 820.938,891.766 821.152,887.394 821.367,879.153 821.581,862.269 821.795,974.529 822.01,930.745 822.224,861.74 \n",
       "  822.438,884.15 822.653,900.21 822.867,949.163 823.081,938.014 823.295,911.487 823.51,948.473 823.724,910.226 823.938,910.027 824.153,921.43 824.367,891.77 \n",
       "  824.581,894.049 824.796,916.797 825.01,971.734 825.224,896.312 825.438,935.066 825.653,879.299 825.867,891.91 826.081,880.18 826.296,915.427 826.51,972.058 \n",
       "  826.724,969.977 826.938,942.951 827.153,922.132 827.367,937.456 827.581,916.413 827.796,945.577 828.01,930.758 828.224,963.36 828.439,917.713 828.653,998.788 \n",
       "  828.867,904.948 829.081,964.453 829.296,935.572 829.51,981.207 829.724,985.517 829.939,974.451 830.153,880.843 830.367,993.626 830.581,958.885 830.796,1008.28 \n",
       "  831.01,906.976 831.224,919.889 831.439,955.485 831.653,914.867 831.867,920.406 832.082,930.042 832.296,994.4 832.51,992.875 832.724,929.364 832.939,929.364 \n",
       "  833.153,1030.66 833.367,868.392 833.582,909.253 833.796,909.253 834.01,939.202 834.225,978.304 834.439,1011.5 834.653,804.939 834.867,952.99 835.082,981.781 \n",
       "  835.296,929.181 835.51,953.596 835.725,855.218 835.939,823.081 836.153,929.467 836.367,941.016 836.582,900.637 836.796,963.023 837.01,961.874 837.225,909.422 \n",
       "  837.439,926.445 837.653,843.646 837.868,953.145 838.082,960.162 838.296,896.953 838.51,990.225 838.725,1019.85 838.939,1001.02 839.153,848.002 839.368,959.935 \n",
       "  839.582,990.668 839.796,845.703 840.01,933.32 840.225,935.469 840.439,866.288 840.653,940.807 840.868,951.956 841.082,943.19 841.296,968.429 841.511,956.16 \n",
       "  841.725,909.563 841.939,894.913 842.153,948.443 842.368,884.109 842.582,956.029 842.796,953.471 843.011,985.469 843.225,928.824 843.439,984.537 843.654,905.095 \n",
       "  843.868,847.93 844.082,817.9 844.296,893.79 844.511,958.243 844.725,992.712 844.939,880.005 845.154,989.758 845.368,969.101 845.582,789.028 845.796,978.157 \n",
       "  846.011,904.222 846.225,916.772 846.439,869.687 846.654,891.476 846.868,948.123 847.082,863.494 847.297,967.399 847.511,900.616 847.725,977.663 847.939,920.893 \n",
       "  848.154,810.394 848.368,972.869 848.582,862.488 848.797,898.27 849.011,957.23 849.225,946.419 849.439,897.358 849.654,973.932 849.868,882.711 850.082,881.877 \n",
       "  850.297,978.503 850.511,948.039 850.725,903.51 850.94,910.682 851.154,955.421 851.368,981.767 851.582,972.723 851.797,954.767 852.011,997.608 852.225,960.54 \n",
       "  852.44,816.895 852.654,773.938 852.868,773.938 853.083,880.476 853.297,882.169 853.511,945.936 853.725,887.635 853.94,941.709 854.154,901.88 854.368,886.193 \n",
       "  854.583,877.645 854.797,962.192 855.011,993.617 855.225,931.998 855.44,816.102 855.654,926.028 855.868,927.693 856.083,838.833 856.297,968.462 856.511,935.136 \n",
       "  856.726,867.55 856.94,864.688 857.154,872.118 857.368,903.252 857.583,944.986 857.797,794.122 858.011,1017.11 858.226,1026.08 858.44,857.578 858.654,883.554 \n",
       "  858.868,866.661 859.083,924.986 859.297,889.684 859.511,941.258 859.726,943.84 859.94,901.915 860.154,885.091 860.369,930.864 860.583,868.838 860.797,868.838 \n",
       "  861.011,917.379 861.226,824.445 861.44,978.18 861.654,926.758 861.869,940.029 862.083,935.492 862.297,952.686 862.512,918.191 862.726,958.179 862.94,901.992 \n",
       "  863.154,988.945 863.369,937.011 863.583,921.373 863.797,957.521 864.012,856.572 864.226,856.572 864.44,871.757 864.654,841.542 864.869,956.338 865.083,950.07 \n",
       "  865.297,907.246 865.512,906.051 865.726,930.192 865.94,977.562 866.155,887.913 866.369,933.362 866.583,934.518 866.797,967.853 867.012,973.737 867.226,867.818 \n",
       "  867.44,856.879 867.655,922.52 867.869,891.046 868.083,940.303 868.297,918.336 868.512,919.236 868.726,962.803 868.94,886.127 869.155,924.914 869.369,971.965 \n",
       "  869.583,934.209 869.798,902.439 870.012,902.152 870.226,917.789 870.44,943.842 870.655,929.373 870.869,920.236 871.083,871.25 871.298,879.186 871.512,981.363 \n",
       "  871.726,950.472 871.941,989.502 872.155,978.193 872.369,901.76 872.583,934.838 872.798,939.325 873.012,997.214 873.226,902.439 873.441,957.335 873.655,907.867 \n",
       "  873.869,883.57 874.083,960.411 874.298,925.305 874.512,909.91 874.726,923.731 874.941,900.821 875.155,869.222 875.369,924.895 875.584,936.523 875.798,892.719 \n",
       "  876.012,892.719 876.226,967.106 876.441,973.057 876.655,939.04 876.869,988.043 877.084,992.799 877.298,924.902 877.512,903.711 877.726,908.537 877.941,886.246 \n",
       "  878.155,856.488 878.369,856.205 878.584,901.757 878.798,905.65 879.012,914.929 879.227,948.146 879.441,967.284 879.655,835.438 879.869,934.643 880.084,944.383 \n",
       "  880.298,881.939 880.512,935.8 880.727,962.19 880.941,908.943 881.155,980.026 881.37,969.905 881.584,979.37 881.798,984.866 882.012,975.718 882.227,945.892 \n",
       "  882.441,1026.39 882.655,886.006 882.87,989.012 883.084,869.783 883.298,819.446 883.512,819.446 883.727,819.446 883.941,966.226 884.155,898.952 884.37,930.417 \n",
       "  884.584,772.319 884.798,962.111 885.013,944.139 885.227,923.8 885.441,938.132 885.655,927.715 885.87,905.479 886.084,936.919 886.298,873.944 886.513,871.243 \n",
       "  886.727,918.216 886.941,926.86 887.155,871.465 887.37,873.368 887.584,869.615 887.798,869.615 888.013,983.134 888.227,907.756 888.441,866.259 888.656,946.572 \n",
       "  888.87,916.092 889.084,975.639 889.298,870.338 889.513,955.62 889.727,929.17 889.941,943.295 890.156,925.056 890.37,973.05 890.584,921.693 890.799,951.627 \n",
       "  891.013,954.117 891.227,886.12 891.441,880.643 891.656,906.699 891.87,975.815 892.084,957.077 892.299,828.239 892.513,926.051 892.727,931.113 892.941,834.667 \n",
       "  893.156,834.667 893.37,834.667 893.584,979.325 893.799,850.961 894.013,912.918 894.227,938.109 894.442,945.848 894.656,965.389 894.87,981.36 895.084,1005.31 \n",
       "  895.299,934.731 895.513,970.093 895.727,991.431 895.942,959.365 896.156,1001.37 896.37,874.158 896.584,905 896.799,956.588 897.013,901.523 897.227,980.463 \n",
       "  897.442,891.858 897.656,934.665 897.87,905.943 898.085,902.925 898.299,893.85 898.513,917.248 898.727,928.24 898.942,910.148 899.156,945.62 899.37,982.316 \n",
       "  899.585,817.949 899.799,904.488 900.013,916.098 900.228,864.869 900.442,960.451 900.656,967.739 900.87,928.536 901.085,892.385 901.299,932.396 901.513,892.637 \n",
       "  901.728,921.297 901.942,933.144 902.156,942.323 902.37,937.723 902.585,908.523 902.799,904.919 903.013,893.016 903.228,907.595 903.442,941.396 903.656,1017.14 \n",
       "  903.871,989.529 904.085,880.265 904.299,1002.93 904.513,956.578 904.728,884.348 904.942,941.756 905.156,945.771 905.371,951.884 905.585,943.259 905.799,915.007 \n",
       "  906.013,947.49 906.228,801.572 906.442,832.569 906.656,959.496 906.871,938.222 907.085,917.85 907.299,938.915 907.514,850.607 907.728,937.897 907.942,869.585 \n",
       "  908.156,1005.19 908.371,1023.75 908.585,807.766 908.799,853.716 909.014,897.586 909.228,998.014 909.442,883.412 909.656,941.672 909.871,978.807 910.085,991.25 \n",
       "  910.299,950.206 910.514,993.927 910.728,905.272 910.942,914.237 911.157,875.472 911.371,927.511 911.585,890.798 911.799,875.498 912.014,985.719 912.228,951.465 \n",
       "  912.442,944.787 912.657,960.915 912.871,930.4 913.085,836.844 913.3,969.693 913.514,908.287 913.728,971.34 913.942,942.892 914.157,924.063 914.371,915.573 \n",
       "  914.585,901.185 914.8,896.055 915.014,848.59 915.228,848.59 915.442,875.266 915.657,905.08 915.871,900.461 916.085,965.711 916.3,986.321 916.514,830.491 \n",
       "  916.728,830.491 916.943,955.003 917.157,945.717 917.371,956.942 917.585,872.645 917.8,939.157 918.014,913.425 918.228,953.63 918.443,978.396 918.657,959.555 \n",
       "  918.871,956.521 919.085,916.181 919.3,898.694 919.514,958.952 919.728,900.661 919.943,960.293 920.157,882.316 920.371,940.601 920.586,834.582 920.8,937.893 \n",
       "  921.014,957.221 921.228,943.805 921.443,825.079 921.657,936.661 921.871,963.58 922.086,921.705 922.3,797.741 922.514,973.603 922.729,963.584 922.943,870.788 \n",
       "  923.157,871.129 923.371,987.122 923.586,921.223 923.8,934.027 924.014,849.037 924.229,933.788 924.443,884.421 924.657,895.473 924.871,910.315 925.086,846.931 \n",
       "  925.3,959.8 925.514,993.459 925.729,908.954 925.943,986.245 926.157,965.02 926.372,933.308 926.586,903.977 926.8,936.628 927.014,948.815 927.229,999.326 \n",
       "  927.443,911.579 927.657,876.588 927.872,925.319 928.086,897.245 928.3,895.541 928.514,936.927 928.729,987.109 928.943,940.806 929.157,834.696 929.372,902.663 \n",
       "  929.586,902.663 929.8,944.783 930.015,953.182 930.229,935.429 930.443,919.797 930.657,871.764 930.872,957.514 931.086,967.224 931.3,834.532 931.515,922.536 \n",
       "  931.729,929.349 931.943,869.708 932.158,934.472 932.372,914.397 932.586,919.374 932.8,946.72 933.015,838.682 933.229,928.513 933.443,987.336 933.658,842.713 \n",
       "  933.872,991.247 934.086,991.247 934.3,995.17 934.515,926.644 934.729,932.783 934.943,932.477 935.158,840.316 935.372,959.365 935.586,901.982 935.801,928.495 \n",
       "  936.015,875.652 936.229,879.356 936.443,939.513 936.658,930.042 936.872,948.986 937.086,866.534 937.301,876.044 937.515,921.469 937.729,867.738 937.943,807.923 \n",
       "  938.158,1000.88 938.372,972.167 938.586,985.625 938.801,971.57 939.015,958.377 939.229,948.032 939.444,871.332 939.658,854.099 939.872,868.878 940.086,883.634 \n",
       "  940.301,876.156 940.515,964.519 940.729,954.432 940.944,889.249 941.158,875.311 941.372,939.16 941.587,960.585 941.801,849.987 942.015,896.266 942.229,918.506 \n",
       "  942.444,851.929 942.658,984.436 942.872,972.775 943.087,944.132 943.301,939.876 943.515,881.565 943.729,880.524 943.944,913.491 944.158,869.777 944.372,864.397 \n",
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       "  1522.04,1039.05 1526.3,1038.78 1530.56,1038.39 1534.82,1037.84 1539.07,1037.1 1543.33,1036.12 1547.59,1034.9 1551.85,1033.41 1556.11,1031.66 1560.37,1029.65 \n",
       "  1564.63,1027.39 1568.89,1024.87 1573.15,1022.08 1577.41,1018.95 1581.67,1015.35 1585.93,1011.16 1590.19,1006.23 1594.45,1000.42 1598.7,993.648 1602.96,985.92 \n",
       "  1607.22,977.316 1611.48,968.008 1615.74,958.229 1620,948.25 1624.26,938.345 1628.52,928.748 1632.78,919.626 1637.04,911.047 1641.3,902.959 1645.56,895.189 \n",
       "  1649.82,887.471 1654.08,879.487 1658.34,870.936 1662.59,861.607 1666.85,851.432 1671.11,840.503 1675.37,829.056 1679.63,817.407 1683.89,805.883 1688.15,794.754 \n",
       "  1692.41,784.187 1696.67,774.249 1700.93,764.927 1705.19,756.173 1709.45,747.937 1713.71,740.2 1717.97,732.976 1722.22,726.319 1726.48,720.318 1730.74,715.089 \n",
       "  1735,710.771 1739.26,707.505 1743.52,705.409 1747.78,704.546 1752.04,704.907 1756.3,706.404 1760.56,708.892 1764.82,712.201 1769.08,716.176 1773.34,720.709 \n",
       "  1777.6,725.763 1781.86,731.364 1786.11,737.582 1790.37,744.486 1794.63,752.098 1798.89,760.349 1803.15,769.054 1807.41,777.918 1811.67,786.581 1815.93,794.682 \n",
       "  1820.19,801.935 1824.45,808.181 1828.71,813.418 1832.97,817.783 1837.23,821.526 1841.49,824.957 1845.74,828.402 1850,832.172 1854.26,836.534 1858.52,841.686 \n",
       "  1862.78,847.737 1867.04,854.682 1871.3,862.392 1875.56,870.618 1879.82,879.017 1884.08,887.199 1888.34,894.799 1892.6,901.541 1896.86,907.288 1901.12,912.068 \n",
       "  1905.38,916.051 1909.63,919.501 1913.89,922.701 1918.15,925.887 1922.41,929.207 1926.67,932.706 1930.93,936.352 1935.19,940.063 1939.45,943.75 1943.71,947.34 \n",
       "  1947.97,950.786 1952.23,954.068 1956.49,957.189 1960.75,960.173 1965.01,963.066 1969.26,965.927 1973.52,968.824 1977.78,971.821 1982.04,974.96 1986.3,978.26 \n",
       "  1990.56,981.715 1994.82,985.299 1999.08,988.973 2003.34,992.687 2007.6,996.38 2011.86,999.975 2016.12,1003.39 2020.38,1006.52 2024.64,1009.31 2028.9,1011.7 \n",
       "  2033.15,1013.67 2037.41,1015.27 2041.67,1016.55 2045.93,1017.59 2050.19,1018.48 2054.45,1019.29 2058.71,1020.08 2062.97,1020.91 2067.23,1021.8 2071.49,1022.76 \n",
       "  2075.75,1023.78 2080.01,1024.8 2084.27,1025.77 2088.53,1026.64 2092.78,1027.35 2097.04,1027.88 2101.3,1028.25 2105.56,1028.5 2109.82,1028.71 2114.08,1028.94 \n",
       "  2118.34,1029.26 2122.6,1029.69 2126.86,1030.26 2131.12,1030.91 2135.38,1031.63 2139.64,1032.35 2143.9,1033.05 2148.16,1033.71 2152.42,1034.32 2156.67,1034.89 \n",
       "  2160.93,1035.41 2165.19,1035.91 2169.45,1036.36 2173.71,1036.76 2177.97,1037.11 2182.23,1037.38 2186.49,1037.57 2190.75,1037.69 2195.01,1037.73 2199.27,1037.72 \n",
       "  2203.53,1037.68 2207.79,1037.62 2212.05,1037.57 2216.3,1037.53 2220.56,1037.52 2224.82,1037.53 2229.08,1037.55 2233.34,1037.59 2237.6,1037.63 2241.86,1037.69 \n",
       "  2246.12,1037.76 2250.38,1037.87 2254.64,1038.01 2258.9,1038.19 2263.16,1038.38 2267.42,1038.59 2271.68,1038.79 2275.94,1038.97 2280.19,1039.12 2284.45,1039.24 \n",
       "  2288.71,1039.33 2292.97,1039.39 2297.23,1039.43 2301.49,1039.45 2305.75,1039.47 2310.01,1039.47 2314.27,1039.48 2318.53,1039.48 2322.79,1039.48 2327.05,1039.48 \n",
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       "  1523.08,1039.19 1527.32,1039.03 1531.56,1038.79 1535.8,1038.48 1540.04,1038.06 1544.28,1037.52 1548.52,1036.82 1552.76,1035.91 1557,1034.73 1561.24,1033.19 \n",
       "  1565.48,1031.2 1569.72,1028.65 1573.96,1025.4 1578.2,1021.37 1582.44,1016.45 1586.68,1010.58 1590.92,1003.72 1595.16,995.894 1599.4,987.138 1603.64,977.553 \n",
       "  1607.88,967.28 1612.12,956.493 1616.36,945.385 1620.6,934.139 1624.84,922.906 1629.08,911.786 1633.32,900.822 1637.56,890.012 1641.8,879.328 1646.04,868.753 \n",
       "  1650.28,858.308 1654.52,848.066 1658.76,838.157 1663,828.744 1667.24,819.991 1671.48,812.023 1675.72,804.887 1679.96,798.539 1684.2,792.848 1688.44,787.614 \n",
       "  1692.68,782.611 1696.92,777.624 1701.16,772.485 1705.4,767.096 1709.64,761.448 1713.88,755.625 1718.12,749.807 1722.36,744.254 1726.6,739.279 1730.84,735.206 \n",
       "  1735.08,732.315 1739.32,730.789 1743.56,730.68 1747.8,731.893 1752.04,734.214 1756.28,737.349 1760.52,740.98 1764.76,744.808 1769,748.592 1773.24,752.162 \n",
       "  1777.48,755.422 1781.72,758.343 1785.96,760.961 1790.2,763.359 1794.44,765.657 1798.68,767.989 1802.92,770.493 1807.16,773.286 1811.4,776.465 1815.64,780.098 \n",
       "  1819.88,784.228 1824.12,788.878 1828.36,794.048 1832.6,799.713 1836.84,805.825 1841.08,812.309 1845.32,819.071 1849.56,826.006 1853.8,833.009 1858.04,839.975 \n",
       "  1862.28,846.802 1866.52,853.388 1870.76,859.632 1875,865.447 1879.24,870.777 1883.48,875.622 1887.72,880.055 1891.97,884.219 1896.21,888.309 1900.45,892.54 \n",
       "  1904.69,897.102 1908.93,902.124 1913.17,907.652 1917.41,913.637 1921.65,919.952 1925.89,926.409 1930.13,932.796 1934.37,938.916 1938.61,944.616 1942.85,949.814 \n",
       "  1947.09,954.501 1951.33,958.732 1955.57,962.604 1959.81,966.224 1964.05,969.685 1968.29,973.046 1972.53,976.332 1976.77,979.532 1981.01,982.62 1985.25,985.559 \n",
       "  1989.49,988.322 1993.73,990.89 1997.97,993.264 2002.21,995.466 2006.45,997.539 2010.69,999.539 2014.93,1001.53 2019.17,1003.58 2023.41,1005.72 2027.65,1007.95 \n",
       "  2031.89,1010.24 2036.13,1012.53 2040.37,1014.73 2044.61,1016.78 2048.85,1018.62 2053.09,1020.26 2057.33,1021.72 2061.57,1023.05 2065.81,1024.3 2070.05,1025.51 \n",
       "  2074.29,1026.71 2078.53,1027.87 2082.77,1028.95 2087.01,1029.91 2091.25,1030.7 2095.49,1031.29 2099.73,1031.68 2103.97,1031.91 2108.21,1032.02 2112.45,1032.07 \n",
       "  2116.69,1032.13 2120.93,1032.25 2125.17,1032.46 2129.41,1032.75 2133.65,1033.11 2137.89,1033.51 2142.13,1033.91 2146.37,1034.3 2150.61,1034.66 2154.85,1035.01 \n",
       "  2159.09,1035.35 2163.33,1035.71 2167.57,1036.1 2171.81,1036.52 2176.05,1036.96 2180.29,1037.39 2184.53,1037.78 2188.77,1038.1 2193.01,1038.34 2197.25,1038.47 \n",
       "  2201.49,1038.5 2205.73,1038.46 2209.97,1038.36 2214.21,1038.24 2218.45,1038.13 2222.69,1038.05 2226.93,1038.02 2231.17,1038.04 2235.41,1038.1 2239.65,1038.21 \n",
       "  2243.89,1038.34 2248.13,1038.48 2252.37,1038.63 2256.61,1038.77 2260.85,1038.9 2265.09,1039.02 2269.33,1039.13 2273.58,1039.22 2277.82,1039.3 2282.06,1039.36 \n",
       "  2286.3,1039.4 2290.54,1039.43 2294.78,1039.45 2299.02,1039.47 2303.26,1039.47 2307.5,1039.48 2311.74,1039.48 2315.98,1039.48 2320.22,1039.48 2324.46,1039.48 \n",
       "  \n",
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       "  1470.08,1039.48 1474,1039.48 1477.92,1039.48 1481.84,1039.48 1485.76,1039.47 1489.68,1039.47 1493.6,1039.45 1497.51,1039.43 1501.43,1039.4 1505.35,1039.35 \n",
       "  1509.27,1039.27 1513.19,1039.15 1517.11,1038.99 1521.03,1038.79 1524.95,1038.52 1528.87,1038.17 1532.79,1037.73 1536.71,1037.18 1540.63,1036.49 1544.55,1035.61 \n",
       "  1548.47,1034.53 1552.39,1033.18 1556.3,1031.55 1560.22,1029.61 1564.14,1027.35 1568.06,1024.77 1571.98,1021.91 1575.9,1018.78 1579.82,1015.41 1583.74,1011.82 \n",
       "  1587.66,1007.99 1591.58,1003.88 1595.5,999.399 1599.42,994.447 1603.34,988.904 1607.26,982.656 1611.17,975.608 1615.09,967.704 1619.01,958.933 1622.93,949.347 \n",
       "  1626.85,939.062 1630.77,928.259 1634.69,917.172 1638.61,906.069 1642.53,895.218 1646.45,884.843 1650.37,875.093 1654.29,866.007 1658.21,857.513 1662.13,849.436 \n",
       "  1666.04,841.54 1669.96,833.578 1673.88,825.341 1677.8,816.697 1681.72,807.611 1685.64,798.144 1689.56,788.438 1693.48,778.697 1697.4,769.166 1701.32,760.111 \n",
       "  1705.24,751.803 1709.16,744.486 1713.08,738.346 1717,733.471 1720.92,729.829 1724.83,727.261 1728.75,725.509 1732.67,724.267 1736.59,723.247 1740.51,722.252 \n",
       "  1744.43,721.213 1748.35,720.213 1752.27,719.458 1756.19,719.22 1760.11,719.763 1764.03,721.265 1767.95,723.762 1771.87,727.128 1775.79,731.1 1779.7,735.332 \n",
       "  1783.62,739.482 1787.54,743.287 1791.46,746.622 1795.38,749.53 1799.3,752.202 1803.22,754.935 1807.14,758.064 1811.06,761.894 1814.98,766.651 1818.9,772.445 \n",
       "  1822.82,779.261 1826.74,786.966 1830.66,795.328 1834.58,804.047 1838.49,812.78 1842.41,821.187 1846.33,828.971 1850.25,835.921 1854.17,841.943 1858.09,847.078 \n",
       "  1862.01,851.483 1865.93,855.395 1869.85,859.078 1873.77,862.772 1877.69,866.659 1881.61,870.849 1885.53,875.395 1889.45,880.315 1893.36,885.607 1897.28,891.259 \n",
       "  1901.2,897.246 1905.12,903.509 1909.04,909.954 1912.96,916.448 1916.88,922.84 1920.8,928.985 1924.72,934.77 1928.64,940.135 1932.56,945.078 1936.48,949.642 \n",
       "  1940.4,953.895 1944.32,957.909 1948.23,961.74 1952.15,965.423 1956.07,968.97 1959.99,972.379 1963.91,975.644 1967.83,978.754 1971.75,981.693 1975.67,984.443 \n",
       "  1979.59,986.976 1983.51,989.269 1987.43,991.302 1991.35,993.078 1995.27,994.628 1999.19,996.014 2003.11,997.319 2007.02,998.635 2010.94,1000.04 2014.86,1001.59 \n",
       "  2018.78,1003.28 2022.7,1005.09 2026.62,1006.96 2030.54,1008.83 2034.46,1010.63 2038.38,1012.33 2042.3,1013.9 2046.22,1015.35 2050.14,1016.68 2054.06,1017.93 \n",
       "  2057.98,1019.09 2061.89,1020.2 2065.81,1021.26 2069.73,1022.29 2073.65,1023.3 2077.57,1024.28 2081.49,1025.24 2085.41,1026.17 2089.33,1027.04 2093.25,1027.83 \n",
       "  2097.17,1028.53 2101.09,1029.15 2105.01,1029.67 2108.93,1030.12 2112.85,1030.51 2116.77,1030.87 2120.68,1031.22 2124.6,1031.58 2128.52,1031.97 2132.44,1032.41 \n",
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       "  2175.55,1037.44 2179.47,1037.72 2183.39,1037.98 2187.31,1038.23 2191.23,1038.47 2195.15,1038.69 2199.07,1038.88 2202.99,1039.05 2206.91,1039.18 2210.83,1039.28 \n",
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      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "omega = ctrt[\"ω\"]\n",
    "\n",
    "p1 = plot(omega, title=L\"\\omega\");\n",
    "p2 = plot(ctrt[\"K\"]);\n",
    "lyt = @layout([a; b])\n",
    "plot(p1, p2, layout = lyt, size = (600,300))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "#savefig(\"omega_K_mcmcplot.pdf\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2-element Array{ChainDataFrame,1}\n",
       "\n",
       "Summary Statistics\n",
       ". Omitted printing of 2 columns\n",
       "│ Row │ parameters │ mean     │ std       │ naive_se    │ mcse        │\n",
       "│     │ \u001b[90mSymbol\u001b[39m     │ \u001b[90mFloat64\u001b[39m  │ \u001b[90mFloat64\u001b[39m   │ \u001b[90mFloat64\u001b[39m     │ \u001b[90mFloat64\u001b[39m     │\n",
       "├─────┼────────────┼──────────┼───────────┼─────────────┼─────────────┤\n",
       "│ 1   │ K          │ 162.133  │ 56.7595   │ 0.518141    │ 0.63928     │\n",
       "│ 2   │ θ[1]       │ 0.201127 │ 0.0406243 │ 0.000370847 │ 0.000480246 │\n",
       "│ 3   │ θ[2]       │ 0.177828 │ 0.0339469 │ 0.000309891 │ 0.000396351 │\n",
       "│ 4   │ θ[3]       │ 0.202856 │ 0.0339457 │ 0.00030988  │ 0.00032879  │\n",
       "│ 5   │ θ[4]       │ 0.173684 │ 0.0257097 │ 0.000234697 │ 0.000246566 │\n",
       "│ 6   │ θ[5]       │ 0.120926 │ 0.0232668 │ 0.000212396 │ 0.000269936 │\n",
       "│ 7   │ ω          │ 0.170483 │ 0.0244486 │ 0.000223184 │ 0.000325197 │\n",
       "\n",
       "Quantiles\n",
       "\n",
       "│ Row │ parameters │ 2.5%      │ 25.0%    │ 50.0%    │ 75.0%    │ 97.5%    │\n",
       "│     │ \u001b[90mSymbol\u001b[39m     │ \u001b[90mFloat64\u001b[39m   │ \u001b[90mFloat64\u001b[39m  │ \u001b[90mFloat64\u001b[39m  │ \u001b[90mFloat64\u001b[39m  │ \u001b[90mFloat64\u001b[39m  │\n",
       "├─────┼────────────┼───────────┼──────────┼──────────┼──────────┼──────────┤\n",
       "│ 1   │ K          │ 71.6833   │ 121.171  │ 155.004  │ 196.426  │ 289.31   │\n",
       "│ 2   │ θ[1]       │ 0.12967   │ 0.172483 │ 0.198504 │ 0.226203 │ 0.288635 │\n",
       "│ 3   │ θ[2]       │ 0.116873  │ 0.15432  │ 0.176085 │ 0.199465 │ 0.249114 │\n",
       "│ 4   │ θ[3]       │ 0.142059  │ 0.179693 │ 0.200492 │ 0.223732 │ 0.275401 │\n",
       "│ 5   │ θ[4]       │ 0.126156  │ 0.155931 │ 0.172841 │ 0.19066  │ 0.226086 │\n",
       "│ 6   │ θ[5]       │ 0.0781026 │ 0.104567 │ 0.12015  │ 0.136286 │ 0.168324 │\n",
       "│ 7   │ ω          │ 0.125498  │ 0.153534 │ 0.169418 │ 0.186726 │ 0.220507 │\n"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "describe(ctrt)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "┌ Info: Found initial step size\n",
      "│   init_ϵ = 0.8\n",
      "└ @ Turing.Inference C:\\Users\\millsjf\\.julia\\packages\\Turing\\eIa7P\\src\\inference\\hmc.jl:364\n",
      "┌ Info: Finished 1000 adapation steps\n",
      "│   adaptor = StanHMCAdaptor(n_adapts=1000, pc=DiagPreconditioner, ssa=NesterovDualAveraging(γ=0.05, t_0=10.0, κ=0.75, δ=0.65, state.ϵ=0.4730425193641544), init_buffer=75, term_buffer=50)\n",
      "│   τ.integrator = Leapfrog(ϵ=0.473)\n",
      "│   h.metric = DiagEuclideanMetric([0.06877188963877368, 0.106 ...])\n",
      "└ @ AdvancedHMC C:\\Users\\millsjf\\.julia\\packages\\AdvancedHMC\\PQWco\\src\\sampler.jl:145\n",
      "┌ Info: Finished 5000 sampling steps in 6.614984542 (s)\n",
      "│   h = Hamiltonian(metric=DiagEuclideanMetric([0.06877188963877368, 0.106 ...]))\n",
      "│   τ = NUTS{Multinomial,Generalised}(integrator=Leapfrog(ϵ=0.473), max_depth=5), Δ_max=1000.0)\n",
      "│   EBFMI_est = 1100.3834126420343\n",
      "│   average_acceptance_rate = 0.8116726847711558\n",
      "└ @ AdvancedHMC C:\\Users\\millsjf\\.julia\\packages\\AdvancedHMC\\PQWco\\src\\sampler.jl:157\n",
      "┌ Info: Found initial step size\n",
      "│   init_ϵ = 0.8\n",
      "└ @ Turing.Inference C:\\Users\\millsjf\\.julia\\packages\\Turing\\eIa7P\\src\\inference\\hmc.jl:364\n",
      "┌ Info: Finished 1000 adapation steps\n",
      "│   adaptor = StanHMCAdaptor(n_adapts=1000, pc=DiagPreconditioner, ssa=NesterovDualAveraging(γ=0.05, t_0=10.0, κ=0.75, δ=0.65, state.ϵ=0.5602413152048461), init_buffer=75, term_buffer=50)\n",
      "│   τ.integrator = Leapfrog(ϵ=0.56)\n",
      "│   h.metric = DiagEuclideanMetric([0.07198388893770362, 0.109 ...])\n",
      "└ @ AdvancedHMC C:\\Users\\millsjf\\.julia\\packages\\AdvancedHMC\\PQWco\\src\\sampler.jl:145\n",
      "┌ Info: Finished 5000 sampling steps in 4.422795901 (s)\n",
      "│   h = Hamiltonian(metric=DiagEuclideanMetric([0.07198388893770362, 0.109 ...]))\n",
      "│   τ = NUTS{Multinomial,Generalised}(integrator=Leapfrog(ϵ=0.56), max_depth=5), Δ_max=1000.0)\n",
      "│   EBFMI_est = 1221.385577375604\n",
      "│   average_acceptance_rate = 0.7195197886847086\n",
      "└ @ AdvancedHMC C:\\Users\\millsjf\\.julia\\packages\\AdvancedHMC\\PQWco\\src\\sampler.jl:157\n",
      "┌ Info: Found initial step size\n",
      "│   init_ϵ = 0.8\n",
      "└ @ Turing.Inference C:\\Users\\millsjf\\.julia\\packages\\Turing\\eIa7P\\src\\inference\\hmc.jl:364\n",
      "┌ Info: Finished 1000 adapation steps\n",
      "│   adaptor = StanHMCAdaptor(n_adapts=1000, pc=DiagPreconditioner, ssa=NesterovDualAveraging(γ=0.05, t_0=10.0, κ=0.75, δ=0.65, state.ϵ=0.6000151658402235), init_buffer=75, term_buffer=50)\n",
      "│   τ.integrator = Leapfrog(ϵ=0.6)\n",
      "│   h.metric = DiagEuclideanMetric([0.04689680041740687, 0.103 ...])\n",
      "└ @ AdvancedHMC C:\\Users\\millsjf\\.julia\\packages\\AdvancedHMC\\PQWco\\src\\sampler.jl:145\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " 23.132743 seconds (68.19 M allocations: 4.585 GiB, 13.42% gc time)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "┌ Info: Finished 5000 sampling steps in 5.700526514 (s)\n",
      "│   h = Hamiltonian(metric=DiagEuclideanMetric([0.04689680041740687, 0.103 ...]))\n",
      "│   τ = NUTS{Multinomial,Generalised}(integrator=Leapfrog(ϵ=0.6), max_depth=5), Δ_max=1000.0)\n",
      "│   EBFMI_est = 1136.3661357605727\n",
      "│   average_acceptance_rate = 0.7731213861284832\n",
      "└ @ AdvancedHMC C:\\Users\\millsjf\\.julia\\packages\\AdvancedHMC\\PQWco\\src\\sampler.jl:157\n"
     ]
    }
   ],
   "source": [
    "# placebo\n",
    "@time cpbo = mapreduce(c->sample(binomial_trials(sp, np),\n",
    "    NUTS(5000,1000,0.65)), chainscat,  1:3);\n",
    "\n",
    "ωₚ = Array(cpbo[\"ω\"]);  # placebo ω"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "δ = ωₜ - ωₚ;           # difference"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
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      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "labelstring = latexstring(\"\\\\mathrm{Treatment\\\\, \\\\omega}\")\n",
    "xlabelstring = latexstring(\"\\\\omega\")\n",
    "ylabelstring = latexstring(\"\\\\mathrm{Density}\")\n",
    "plot(ωₜ,st=:density,label=labelstring, fill=true, alpha=0.4, ylabel= ylabelstring, xlabel=xlabelstring, \n",
    "        legendfontsize = 11, xtickfontsize=11, ytickfontsize=11, xguidefontsize=16, yguidefontsize=16)\n",
    "labelstring = latexstring(\"\\\\mathrm{Placebo\\\\, \\\\omega}\")\n",
    "plot!(ωₚ,st=:density,label=labelstring, fill=true, alpha=0.4)\n",
    "labelstring = latexstring(\"\\\\mathrm{Difference\\\\, \\\\delta}\")\n",
    "plot!(δ, st=:density, label=labelstring, fill=true, alpha=0.4)\n",
    "vline!([0.0], label=\"\", linewidth=2, linecolor = :black)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "#savefig(\"treat_pbo_diff2.pdf\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[mean(δ) std(δ)] = [0.08440052597296703 0.031040184291005753]\n",
      "quantile(δ, [0.025, 0.5, 0.975]) = [0.02451971009399239, 0.0839880171647576, 0.14678829569144503]\n",
      "[mcodds(δ, h0=0.0) bayespval(δ)] = Any[40.918847228312806 (0.00275, 0.0055)]\n"
     ]
    }
   ],
   "source": [
    "using BayesTesting\n",
    "# compute mean, SD, 0.95 prob. interval,\n",
    "# PDR odds and tail prob.\n",
    "@show([mean(δ) std(δ)]);\n",
    "@show(quantile(δ,[0.025,0.5,0.975]));\n",
    "@show([mcodds(δ, h0=0.0) bayespval(δ)]);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
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     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# plot of all thetas and omega\n",
    "labstr = latexstring(\"\\\\omega\")\n",
    "xlabelstring = latexstring(\"\\\\mathrm{Risk}\")\n",
    "ylabelstring = latexstring(\"\\\\mathrm{Probability Density}\")\n",
    "plt1 = plot(ωₜ, st=:density, fill=true, alpha=0.6, color = :red, ylabel= ylabelstring, xlabel = xlabelstring, label = labstr,\n",
    "           legendfontsize = 14, xtickfontsize=11, ytickfontsize=11, xguidefontsize=16, yguidefontsize=16)\n",
    "for i = 1:5\n",
    "    labstr = latexstring(\"\\\\theta_$i\")\n",
    "    theta = Array(ctrt[\"θ[$i]\"])\n",
    "        plot!(theta, st=:density, label= labstr, fill=true, alpha=0.5)\n",
    "end\n",
    "current()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [],
   "source": [
    "#savefig(\"thetas_omega.pdf\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
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       "\" transform=\"translate(1639, 256)\"/>\n",
       "</g>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "post_theta_exchangeable = rand(Beta(sum(st)+1, sum(nt)-sum(st)+1),10^6);\n",
    "\n",
    "# exchange (updating) posterior compared to BHM posterior\n",
    "labstr = latexstring(\"\\\\omega\")\n",
    "xlabelstring = latexstring(\"\\\\mathrm{Risk}\")\n",
    "ylabelstring = latexstring(\"\\\\mathrm{Probability \\\\; Density}\")\n",
    "plot(ωₜ, st=:density, fill=true, alpha=0.6, color = :red, ylabel= ylabelstring, xlabel = xlabelstring, label = labstr,\n",
    "           legendfontsize = 14, xtickfontsize=11, ytickfontsize=11, xguidefontsize=16, yguidefontsize=16)\n",
    "labstr = latexstring(\"\\\\theta \\\\; \\\\mathrm{(exchangeable)}\")\n",
    "plot!(post_theta_exchangeable, st=:density, fill=true, alpha=0.6, color = :blue, label=labstr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {},
   "outputs": [],
   "source": [
    "#savefig(\"bhm_vs_exc.pdf\")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Julia 1.2.0",
   "language": "julia",
   "name": "julia-1.2"
  },
  "language_info": {
   "file_extension": ".jl",
   "mimetype": "application/julia",
   "name": "julia",
   "version": "1.2.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}