Cell-cycle-example.ipynb

{
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  {
   "cell_type": "markdown",
   "id": "4d52de56",
   "metadata": {},
   "source": [
    "# How to use the SSA for cell-cycle model"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "052b512b",
   "metadata": {},
   "source": [
    "In this notebook we show how to use the SSA for the delayed telegraph to produce Monte Carlo trajectories and histograms.\n",
    "\n",
    "The model is made up of 7 parameters:\n",
    "- $\\rho$, the rate at which the (on) gene produces nascent RNA (nRNA).\n",
    "- $\\sigma_{on}$, the rate at which the gene switches on.\n",
    "- $\\sigma_{off}$, the rate at which the gene switches off.\n",
    "- $\\tau$, the fixed time it takes for the nRNA to complete transcription (and fall off the DNA).\n",
    "- $\\kappa$, the gene dosage compensation, a fraction $\\in [0,1]$ that scales $\\rho$ after gene replication.\n",
    "- $k$, the rate at which exponentially distributed periods of the cell cycle pass.\n",
    "- $N$, the number of exponentially distributed cell cycle stages.\n",
    "\n",
    "Note that in the simulation code we account for the nRNA produced by the mother and daughter gene separately, and at cell division follow one of these gene copies with probability 1/2. The gene is replicated at cell cycle stage `floor(Int,N/2)` (half way through, rounded down for odd $N$). The new daughter cell then has one gene copy, whose initial state and number of nRNA present are inherited from the previous cycle."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a5c0302f",
   "metadata": {},
   "source": [
    "## Usage"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "490b9e0d",
   "metadata": {},
   "outputs": [],
   "source": [
    "include(\"./Stoch-sims-cell-cycle.jl\"); using .SSAcellcycle;"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c2586570",
   "metadata": {},
   "source": [
    "Import some necessary packages for plotting and saving data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "1e181ead",
   "metadata": {},
   "outputs": [],
   "source": [
    "using Plots, DelimitedFiles, LaTeXStrings, Distributions, Parameters, StatsBase, LinearAlgebra, Colors;\n",
    "Plots.theme(:dao)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0db5b26c",
   "metadata": {},
   "source": [
    "Now, let's define:\n",
    "- `par_set`: the set of parameter for which we want to simulate in order $\\{\\rho,\\sigma_{off},\\sigma_{on}\\,\\kappa,k\\}$.\n",
    "- `τ`: the deterministic delay time of the transition from nascent to mature RNA.\n",
    "- `N`: the number of exponentially distributed cell cycle stages.\n",
    "- `total_time`: the total time of the simulation.\n",
    "- `sp`: the sampling period of the SSA (how often the state vector is stored). Total number of data points stored will be $=$`total_time/sp`.\n",
    "- `sims`: the number of independent Monte Carlo trajectories. If equal to 1 only a single SSA trajectory will be produced.\n",
    "\n",
    "The initial conditions of the simulation are to start with the gene in the off state with zero $N$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "eb251be5",
   "metadata": {},
   "outputs": [],
   "source": [
    "par_set = [2.11,0.609,0.0282,0.66,0.05]; # params should be float64.\n",
    "τ = 150.0; # must be float64.\n",
    "N = 10;\n",
    "total_time = 1000000.0; # must be float64.\n",
    "sp = 1.0; # must be float64.\n",
    "sims = 1; # take a single trajectory. Must be integer."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "b5a47b3c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  1.030569 seconds (13.39 M allocations: 513.982 MiB, 28.10% gc time, 7.99% compilation time)\n"
     ]
    }
   ],
   "source": [
    "# simulate\n",
    "@time data=SSAdt(sims, par_set, τ, N, total_time, sp);\n",
    "\n",
    "# take the individual trajectories of each species.\n",
    "n_traj = data[2,1,:]+data[4,1,:]; \n",
    "\n",
    "# save the trajectory\n",
    "writedlm(join([pwd(),\"/test_data/cc_data_ipynb.csv\"]),n_traj[1:end])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "630bfa44",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "plt = Plot{Plots.GRBackend() n=1}\n"
     ]
    },
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       "  338.76,796.548 338.964,796.548 339.168,796.548 339.372,796.548 339.576,796.548 339.78,796.548 339.984,796.548 340.187,796.548 340.391,796.548 340.595,796.548 \n",
       "  340.799,796.548 341.003,796.548 341.207,796.548 341.411,796.548 341.614,796.548 341.818,796.548 342.022,796.548 342.226,796.548 342.43,796.548 342.634,796.548 \n",
       "  342.838,796.548 343.042,796.548 343.245,845.538 343.449,845.538 343.653,845.538 343.857,845.538 344.061,845.538 344.265,845.538 344.469,845.538 344.672,845.538 \n",
       "  344.876,845.538 345.08,845.538 345.284,845.538 345.488,845.538 345.692,845.538 345.896,845.538 346.1,845.538 346.303,845.538 346.507,845.538 346.711,845.538 \n",
       "  346.915,845.538 347.119,845.538 347.323,821.043 347.527,821.043 347.73,821.043 347.934,821.043 348.138,821.043 348.342,821.043 348.546,821.043 348.75,845.538 \n",
       "  348.954,870.033 349.158,870.033 349.361,870.033 349.565,870.033 349.769,894.528 349.973,919.024 350.177,943.519 350.381,1017 350.585,1017 350.788,1017 \n",
       "  350.992,968.014 351.196,968.014 351.4,968.014 351.604,992.509 351.808,1041.5 352.012,1041.5 352.216,1090.49 352.419,1114.98 352.623,1163.97 352.827,1163.97 \n",
       "  353.031,1163.97 353.235,1163.97 353.439,1163.97 353.643,1163.97 353.846,1163.97 354.05,1163.97 354.254,1163.97 354.458,1163.97 354.662,1163.97 354.866,1163.97 \n",
       "  355.07,1163.97 355.274,1163.97 355.477,1163.97 355.681,1163.97 355.885,1163.97 356.089,1163.97 356.293,1163.97 356.497,1163.97 356.701,1163.97 356.904,1163.97 \n",
       "  357.108,1163.97 357.312,1163.97 357.516,1163.97 357.72,1163.97 357.924,1212.96 358.128,1237.46 358.332,1237.46 358.535,1237.46 358.739,1237.46 358.943,1237.46 \n",
       "  359.147,1212.96 359.351,1212.96 359.555,1212.96 359.759,1212.96 359.962,1212.96 360.166,1212.96 360.37,1212.96 360.574,1212.96 360.778,1212.96 360.982,1212.96 \n",
       "  361.186,1212.96 361.39,1212.96 361.593,1212.96 361.797,1212.96 362.001,1212.96 362.205,1212.96 362.409,1212.96 362.613,1212.96 362.817,1212.96 363.02,1212.96 \n",
       "  363.224,1212.96 363.428,1212.96 363.632,1212.96 363.836,1212.96 364.04,1212.96 364.244,1212.96 364.448,1212.96 364.651,1212.96 364.855,1212.96 365.059,1212.96 \n",
       "  365.263,1212.96 365.467,1212.96 365.671,1212.96 365.875,1212.96 366.078,1212.96 366.282,1212.96 366.486,1212.96 366.69,1212.96 366.894,1212.96 367.098,1212.96 \n",
       "  367.302,1212.96 367.506,1212.96 367.709,1212.96 367.913,1212.96 368.117,1212.96 368.321,1212.96 368.525,1212.96 368.729,1212.96 368.933,1212.96 369.136,1212.96 \n",
       "  369.34,1212.96 369.544,1212.96 369.748,1212.96 369.952,1212.96 370.156,1212.96 370.36,1212.96 370.564,1212.96 370.767,1212.96 370.971,1212.96 371.175,1212.96 \n",
       "  371.379,1212.96 371.583,1212.96 371.787,1212.96 371.991,1212.96 372.194,1212.96 372.398,1212.96 372.602,1212.96 372.806,1212.96 373.01,1310.94 373.214,1310.94 \n",
       "  373.418,1310.94 373.622,1310.94 373.825,1310.94 374.029,1310.94 374.233,1310.94 374.437,1310.94 374.641,1310.94 374.845,1310.94 375.049,1310.94 375.252,1286.45 \n",
       "  375.456,1286.45 375.66,1286.45 375.864,1286.45 376.068,1286.45 376.272,1286.45 376.476,1286.45 376.68,1286.45 376.883,1286.45 377.087,1286.45 377.291,1286.45 \n",
       "  377.495,1286.45 377.699,1286.45 377.903,1310.94 378.107,1310.94 378.31,1310.94 378.514,1310.94 378.718,1310.94 378.922,1310.94 379.126,1310.94 379.33,1310.94 \n",
       "  379.534,1310.94 379.738,1310.94 379.941,1310.94 380.145,1237.46 380.349,1212.96 380.553,1212.96 380.757,1212.96 380.961,1212.96 381.165,1212.96 381.368,1237.46 \n",
       "  381.572,1261.95 381.776,1261.95 381.98,1261.95 382.184,1261.95 382.388,1261.95 382.592,1261.95 382.796,1261.95 382.999,1261.95 383.203,1261.95 383.407,1261.95 \n",
       "  383.611,1261.95 383.815,1261.95 384.019,1261.95 384.223,1261.95 384.427,1261.95 384.63,1261.95 384.834,1261.95 385.038,1261.95 385.242,1261.95 385.446,1261.95 \n",
       "  385.65,1261.95 385.854,1261.95 386.057,1261.95 386.261,1261.95 386.465,1261.95 386.669,1261.95 386.873,1237.46 387.077,1237.46 387.281,1237.46 387.485,1237.46 \n",
       "  387.688,1237.46 387.892,1237.46 388.096,1237.46 388.3,1237.46 388.504,1237.46 388.708,1237.46 388.912,1237.46 389.115,1237.46 389.319,1237.46 389.523,1237.46 \n",
       "  389.727,1237.46 389.931,1237.46 390.135,1090.49 390.339,1017 390.543,1017 390.746,1017 390.95,1017 391.154,1017 391.358,1017 391.562,1017 \n",
       "  391.766,1017 391.97,1017 392.173,1017 392.377,1017 392.581,1017 392.785,1017 392.989,1017 393.193,1017 393.397,1017 393.601,1017 \n",
       "  393.804,1017 394.008,919.024 394.212,870.033 394.416,870.033 394.62,845.538 394.824,845.538 395.028,845.538 395.231,845.538 395.435,845.538 395.639,845.538 \n",
       "  395.843,845.538 396.047,821.043 396.251,821.043 396.455,821.043 396.659,821.043 396.862,821.043 397.066,821.043 397.27,796.548 397.474,698.568 397.678,625.083 \n",
       "  397.882,600.588 398.086,551.598 398.289,551.598 398.493,551.598 398.697,551.598 398.901,551.598 399.105,551.598 399.309,551.598 399.513,551.598 399.717,551.598 \n",
       "  399.92,551.598 400.124,551.598 400.328,551.598 400.532,551.598 400.736,551.598 400.94,551.598 401.144,551.598 401.347,551.598 401.551,551.598 401.755,551.598 \n",
       "  401.959,551.598 402.163,551.598 402.367,551.598 402.571,747.558 402.775,747.558 402.978,747.558 403.182,747.558 403.386,747.558 403.59,747.558 403.794,747.558 \n",
       "  403.998,747.558 404.202,747.558 404.405,747.558 404.609,747.558 404.813,747.558 405.017,747.558 405.221,747.558 405.425,747.558 405.629,747.558 405.833,772.053 \n",
       "  406.036,772.053 406.24,772.053 406.444,772.053 406.648,772.053 406.852,772.053 407.056,772.053 407.26,772.053 407.463,772.053 407.667,772.053 407.871,772.053 \n",
       "  408.075,772.053 408.279,772.053 408.483,772.053 408.687,772.053 408.891,772.053 409.094,772.053 409.298,772.053 409.502,772.053 409.706,772.053 409.91,772.053 \n",
       "  410.114,772.053 410.318,772.053 410.521,772.053 410.725,870.033 410.929,870.033 411.133,870.033 411.337,870.033 411.541,870.033 411.745,870.033 411.949,870.033 \n",
       "  412.152,870.033 412.356,870.033 412.56,870.033 412.764,870.033 412.968,870.033 413.172,870.033 413.376,870.033 413.579,870.033 413.783,870.033 413.987,870.033 \n",
       "  414.191,870.033 414.395,870.033 414.599,870.033 414.803,870.033 415.007,870.033 415.21,870.033 415.414,870.033 415.618,821.043 415.822,772.053 416.026,674.073 \n",
       "  416.23,649.578 416.434,649.578 416.637,625.083 416.841,527.102 417.045,478.112 417.249,478.112 417.453,453.617 417.657,453.617 417.861,453.617 418.065,453.617 \n",
       "  418.268,453.617 418.472,453.617 418.676,453.617 418.88,453.617 419.084,453.617 419.288,453.617 419.492,453.617 419.695,453.617 419.899,453.617 420.103,453.617 \n",
       "  420.307,453.617 420.511,478.112 420.715,453.617 420.919,429.122 421.123,380.132 421.326,380.132 421.53,380.132 421.734,380.132 421.938,380.132 422.142,380.132 \n",
       "  422.346,380.132 422.55,380.132 422.753,380.132 422.957,380.132 423.161,380.132 423.365,380.132 423.569,380.132 423.773,380.132 423.977,380.132 424.181,380.132 \n",
       "  424.384,380.132 424.588,502.607 424.792,551.598 424.996,551.598 425.2,551.598 425.404,551.598 425.608,551.598 425.811,551.598 426.015,551.598 426.219,551.598 \n",
       "  426.423,576.093 426.627,576.093 426.831,551.598 427.035,502.607 427.239,502.607 427.442,502.607 427.646,502.607 427.85,551.598 428.054,649.578 428.258,698.568 \n",
       "  428.462,698.568 428.666,747.558 428.869,747.558 429.073,747.558 429.277,747.558 429.481,747.558 429.685,747.558 429.889,747.558 430.093,747.558 430.297,747.558 \n",
       "  430.5,747.558 430.704,747.558 430.908,747.558 431.112,747.558 431.316,747.558 431.52,747.558 431.724,747.558 431.928,747.558 432.131,747.558 432.335,747.558 \n",
       "  432.539,747.558 432.743,747.558 432.947,747.558 433.151,747.558 433.355,747.558 433.558,747.558 433.762,747.558 433.966,747.558 434.17,747.558 434.374,747.558 \n",
       "  434.578,747.558 434.782,747.558 434.986,747.558 435.189,747.558 435.393,747.558 435.597,747.558 435.801,747.558 436.005,747.558 436.209,747.558 436.413,747.558 \n",
       "  436.616,747.558 436.82,747.558 437.024,747.558 437.228,747.558 437.432,747.558 437.636,747.558 437.84,747.558 438.044,747.558 438.247,747.558 438.451,747.558 \n",
       "  438.655,747.558 438.859,747.558 439.063,747.558 439.267,747.558 439.471,747.558 439.674,747.558 439.878,747.558 440.082,747.558 440.286,723.063 440.49,723.063 \n",
       "  440.694,723.063 440.898,723.063 441.102,723.063 441.305,723.063 441.509,723.063 441.713,723.063 441.917,723.063 442.121,723.063 442.325,723.063 442.529,723.063 \n",
       "  442.732,723.063 442.936,723.063 443.14,723.063 443.344,723.063 443.548,723.063 443.752,723.063 443.956,723.063 444.16,943.519 444.363,943.519 444.567,943.519 \n",
       "  444.771,943.519 444.975,943.519 445.179,943.519 445.383,943.519 445.587,943.519 445.79,943.519 445.994,968.014 446.198,1017 446.402,1065.99 446.606,1163.97 \n",
       "  446.81,1188.47 447.014,1188.47 447.218,1212.96 447.421,1310.94 447.625,1335.44 447.829,1335.44 448.033,1359.93 448.237,1359.93 448.441,1359.93 448.645,1359.93 \n",
       "  448.848,1359.93 449.052,1359.93 449.256,1359.93 449.46,1359.93 449.664,1359.93 449.868,1359.93 450.072,1359.93 450.276,1359.93 450.479,1359.93 450.683,1359.93 \n",
       "  450.887,1359.93 451.091,1359.93 451.295,1359.93 451.499,1359.93 451.703,1359.93 451.906,1359.93 452.11,1359.93 452.314,1359.93 452.518,1359.93 452.722,1359.93 \n",
       "  452.926,1359.93 453.13,1359.93 453.334,1359.93 453.537,1359.93 453.741,1359.93 453.945,1359.93 454.149,1359.93 454.353,1359.93 454.557,1359.93 454.761,1359.93 \n",
       "  454.964,1359.93 455.168,1359.93 455.372,1359.93 455.576,1359.93 455.78,1359.93 455.984,1359.93 456.188,1359.93 456.392,1359.93 456.595,1359.93 456.799,1359.93 \n",
       "  457.003,1359.93 457.207,1359.93 457.411,1359.93 457.615,1359.93 457.819,1359.93 458.022,1359.93 458.226,1359.93 458.43,1359.93 458.634,1359.93 458.838,1359.93 \n",
       "  459.042,1359.93 459.246,1359.93 459.45,1359.93 459.653,1359.93 459.857,1359.93 460.061,1359.93 460.265,1359.93 460.469,1359.93 460.673,1359.93 460.877,1359.93 \n",
       "  461.08,1359.93 461.284,1359.93 461.488,1359.93 461.692,1359.93 461.896,1359.93 462.1,1359.93 462.304,1359.93 462.508,1359.93 462.711,1359.93 462.915,1359.93 \n",
       "  463.119,1359.93 463.323,1359.93 463.527,1359.93 463.731,1359.93 463.935,1359.93 464.138,1359.93 464.342,1359.93 464.546,1359.93 464.75,1359.93 464.954,1359.93 \n",
       "  465.158,1359.93 465.362,1359.93 465.566,1359.93 465.769,1359.93 465.973,1359.93 466.177,1359.93 466.381,1359.93 466.585,1359.93 466.789,1359.93 466.993,1359.93 \n",
       "  467.196,1359.93 467.4,1359.93 467.604,1359.93 467.808,1359.93 468.012,1359.93 468.216,1359.93 468.42,1359.93 468.624,1359.93 468.827,1359.93 469.031,1359.93 \n",
       "  469.235,1359.93 469.439,1359.93 469.643,1359.93 469.847,1359.93 470.051,1359.93 470.254,1359.93 470.458,1359.93 470.662,1384.43 470.866,1384.43 471.07,1384.43 \n",
       "  471.274,1384.43 471.478,1384.43 471.682,1384.43 471.885,1384.43 472.089,1384.43 472.293,1384.43 472.497,1384.43 472.701,1384.43 472.905,1384.43 473.109,1384.43 \n",
       "  473.312,1384.43 473.516,1384.43 473.72,1384.43 473.924,1384.43 474.128,1384.43 474.332,1384.43 474.536,1384.43 474.74,1384.43 474.943,1384.43 475.147,1384.43 \n",
       "  475.351,1384.43 475.555,1384.43 475.759,1384.43 475.963,1384.43 476.167,1384.43 476.371,1384.43 476.574,1384.43 476.778,1384.43 476.982,1384.43 477.186,1384.43 \n",
       "  477.39,1384.43 477.594,1384.43 477.798,1384.43 478.001,1384.43 478.205,1384.43 478.409,1384.43 478.613,1384.43 478.817,1310.94 479.021,1261.95 479.225,1261.95 \n",
       "  479.429,1261.95 479.632,1237.46 479.836,1237.46 480.04,1237.46 480.244,1237.46 480.448,1237.46 480.652,1237.46 480.856,1237.46 481.059,1237.46 481.263,1237.46 \n",
       "  481.467,1237.46 481.671,1237.46 481.875,1237.46 482.079,1237.46 482.283,1237.46 482.487,1237.46 482.69,1237.46 482.894,1237.46 483.098,1237.46 483.302,1237.46 \n",
       "  483.506,1237.46 483.71,1237.46 483.914,1237.46 484.117,1237.46 484.321,1237.46 484.525,1237.46 484.729,1237.46 484.933,1237.46 485.137,1237.46 485.341,1237.46 \n",
       "  485.545,1237.46 485.748,1237.46 485.952,1237.46 486.156,1237.46 486.36,1237.46 486.564,1237.46 486.768,1237.46 486.972,1237.46 487.175,1237.46 487.379,1237.46 \n",
       "  487.583,1237.46 487.787,1237.46 487.991,1237.46 488.195,1237.46 488.399,1237.46 488.603,1237.46 488.806,1237.46 489.01,1237.46 489.214,1237.46 489.418,1237.46 \n",
       "  489.622,1237.46 489.826,1237.46 490.03,1237.46 490.233,1237.46 490.437,1237.46 490.641,1237.46 490.845,1237.46 491.049,1237.46 491.253,1212.96 491.457,1212.96 \n",
       "  491.661,1212.96 491.864,1212.96 492.068,1212.96 492.272,1212.96 492.476,1212.96 492.68,1212.96 492.884,1212.96 493.088,1188.47 493.291,1139.48 493.495,1139.48 \n",
       "  493.699,1139.48 493.903,1139.48 494.107,1139.48 494.311,1139.48 494.515,1139.48 494.719,1139.48 494.922,1139.48 495.126,1139.48 495.33,1139.48 495.534,1139.48 \n",
       "  495.738,1139.48 495.942,1139.48 496.146,1139.48 496.349,1139.48 496.553,1139.48 496.757,1261.95 496.961,1261.95 497.165,1261.95 497.369,1261.95 497.573,1261.95 \n",
       "  497.777,1261.95 497.98,1261.95 498.184,1261.95 498.388,1261.95 498.592,1261.95 498.796,1261.95 499,1261.95 499.204,1261.95 499.407,1261.95 499.611,1261.95 \n",
       "  499.815,1261.95 500.019,1261.95 500.223,1261.95 500.427,1261.95 500.631,1261.95 500.835,1261.95 501.038,1261.95 501.242,1261.95 501.446,1261.95 501.65,1261.95 \n",
       "  501.854,1261.95 502.058,1261.95 502.262,1261.95 502.465,1261.95 502.669,1261.95 502.873,1261.95 503.077,1261.95 503.281,1261.95 503.485,1261.95 503.689,1261.95 \n",
       "  503.893,1261.95 504.096,1261.95 504.3,1261.95 504.504,1261.95 504.708,1261.95 504.912,1261.95 505.116,1261.95 505.32,1261.95 505.523,1261.95 505.727,1261.95 \n",
       "  505.931,1261.95 506.135,1261.95 506.339,1261.95 506.543,1261.95 506.747,1261.95 506.951,1261.95 507.154,1261.95 507.358,1261.95 507.562,1261.95 507.766,1261.95 \n",
       "  507.97,1261.95 508.174,1261.95 508.378,1261.95 508.581,1261.95 508.785,1261.95 508.989,1261.95 509.193,1261.95 509.397,1261.95 509.601,1261.95 509.805,1286.45 \n",
       "  510.009,1286.45 510.212,1286.45 510.416,1286.45 510.62,1286.45 510.824,1286.45 511.028,1286.45 511.232,1286.45 511.436,1286.45 511.639,1286.45 511.843,1286.45 \n",
       "  512.047,1286.45 512.251,1286.45 512.455,1286.45 512.659,1286.45 512.863,1286.45 513.067,1286.45 513.27,1286.45 513.474,1286.45 513.678,1286.45 513.882,1286.45 \n",
       "  514.086,1286.45 514.29,1286.45 514.494,1286.45 514.697,1286.45 514.901,1286.45 515.105,1286.45 515.309,1286.45 515.513,1286.45 515.717,1286.45 515.921,1286.45 \n",
       "  516.125,1286.45 516.328,1286.45 516.532,1286.45 516.736,1286.45 516.94,1286.45 517.144,1286.45 517.348,1286.45 517.552,1286.45 517.755,1286.45 517.959,1286.45 \n",
       "  518.163,1286.45 518.367,1286.45 518.571,1286.45 518.775,1286.45 518.979,1286.45 519.183,1286.45 519.386,1286.45 519.59,1286.45 519.794,1286.45 519.998,1286.45 \n",
       "  520.202,1286.45 520.406,1286.45 520.61,1286.45 520.813,1286.45 521.017,1286.45 521.221,1286.45 521.425,1286.45 521.629,1286.45 521.833,1310.94 522.037,1310.94 \n",
       "  522.241,1310.94 522.444,1310.94 522.648,1310.94 522.852,1310.94 523.056,1310.94 523.26,1310.94 523.464,1310.94 523.668,1359.93 523.872,1384.43 524.075,1384.43 \n",
       "  524.279,1384.43 524.483,1384.43 524.687,1384.43 524.891,1384.43 525.095,1384.43 525.299,1384.43 525.502,1384.43 525.706,1384.43 525.91,1384.43 526.114,1384.43 \n",
       "  526.318,1384.43 526.522,1384.43 526.726,1384.43 526.93,1384.43 527.133,1384.43 527.337,1384.43 527.541,1384.43 527.745,1384.43 527.949,1384.43 528.153,1384.43 \n",
       "  528.357,1384.43 528.56,1384.43 528.764,1384.43 528.968,1384.43 529.172,1384.43 529.376,1384.43 529.58,1384.43 529.784,1384.43 529.988,1384.43 530.191,1384.43 \n",
       "  530.395,1384.43 530.599,1384.43 530.803,1384.43 531.007,1384.43 531.211,1384.43 531.415,1384.43 531.618,1384.43 531.822,1384.43 532.026,1384.43 532.23,1384.43 \n",
       "  532.434,1384.43 532.638,1384.43 532.842,1310.94 533.046,1310.94 533.249,1286.45 533.453,1286.45 533.657,1286.45 533.861,1286.45 534.065,1286.45 534.269,1286.45 \n",
       "  534.473,1286.45 534.676,1286.45 534.88,1286.45 535.084,1286.45 535.288,1286.45 535.492,1286.45 535.696,1286.45 535.9,1286.45 536.104,1286.45 536.307,1286.45 \n",
       "  536.511,1286.45 536.715,1286.45 536.919,1286.45 537.123,1286.45 537.327,1286.45 537.531,1286.45 537.734,1286.45 537.938,1286.45 538.142,1286.45 538.346,1286.45 \n",
       "  538.55,1286.45 538.754,1286.45 538.958,1286.45 539.162,1286.45 539.365,1286.45 539.569,1384.43 539.773,1384.43 539.977,1384.43 540.181,1384.43 540.385,1384.43 \n",
       "  540.589,1384.43 540.792,1384.43 540.996,1384.43 541.2,1384.43 541.404,1384.43 541.608,1384.43 541.812,1384.43 542.016,1384.43 542.22,1384.43 542.423,1384.43 \n",
       "  542.627,1384.43 542.831,1384.43 543.035,1384.43 543.239,1384.43 543.443,1384.43 543.647,1384.43 543.85,1384.43 544.054,1384.43 544.258,1384.43 544.462,1384.43 \n",
       "  544.666,1384.43 544.87,1384.43 545.074,1384.43 545.278,1310.94 545.481,1261.95 545.685,1261.95 545.889,1261.95 546.093,1261.95 546.297,1261.95 546.501,1261.95 \n",
       "  546.705,1261.95 546.908,1261.95 547.112,1261.95 547.316,1261.95 547.52,1261.95 547.724,1261.95 547.928,1261.95 548.132,1261.95 548.336,1261.95 548.539,1261.95 \n",
       "  548.743,1261.95 548.947,1261.95 549.151,1261.95 549.355,1261.95 549.559,1261.95 549.763,1261.95 549.966,1261.95 550.17,1261.95 550.374,1261.95 550.578,1261.95 \n",
       "  550.782,1261.95 550.986,1261.95 551.19,1261.95 551.394,1261.95 551.597,1261.95 551.801,1261.95 552.005,1261.95 552.209,1261.95 552.413,1261.95 552.617,1261.95 \n",
       "  552.821,1261.95 553.024,1261.95 553.228,1261.95 553.432,1261.95 553.636,1261.95 553.84,1261.95 554.044,1261.95 554.248,1261.95 554.452,1261.95 554.655,1261.95 \n",
       "  554.859,1261.95 555.063,1261.95 555.267,1261.95 555.471,1261.95 555.675,1261.95 555.879,1261.95 556.082,1261.95 556.286,1237.46 556.49,1139.48 556.694,1090.49 \n",
       "  556.898,1090.49 557.102,1090.49 557.306,1090.49 557.51,1090.49 557.713,1090.49 557.917,1090.49 558.121,1090.49 558.325,1090.49 558.529,1090.49 558.733,1090.49 \n",
       "  558.937,1090.49 559.14,1090.49 559.344,1090.49 559.548,1090.49 559.752,1090.49 559.956,1090.49 560.16,1090.49 560.364,1090.49 560.568,1090.49 560.771,1090.49 \n",
       "  560.975,1090.49 561.179,1090.49 561.383,1090.49 561.587,1090.49 561.791,1090.49 561.995,1090.49 562.198,1090.49 562.402,1090.49 562.606,1090.49 562.81,1090.49 \n",
       "  563.014,1090.49 563.218,1090.49 563.422,1090.49 563.626,1090.49 563.829,1090.49 564.033,1090.49 564.237,1090.49 564.441,1090.49 564.645,1090.49 564.849,1090.49 \n",
       "  565.053,1090.49 565.256,1090.49 565.46,1090.49 565.664,1090.49 565.868,1090.49 566.072,1090.49 566.276,1090.49 566.48,1090.49 566.684,1090.49 566.887,1090.49 \n",
       "  567.091,1090.49 567.295,1090.49 567.499,1090.49 567.703,1090.49 567.907,1090.49 568.111,1090.49 568.315,1090.49 568.518,1090.49 568.722,1090.49 568.926,1090.49 \n",
       "  569.13,1090.49 569.334,1090.49 569.538,1090.49 569.742,1090.49 569.945,1090.49 570.149,1090.49 570.353,1065.99 570.557,1041.5 570.761,1041.5 570.965,1041.5 \n",
       "  571.169,1041.5 571.373,1041.5 571.576,1041.5 571.78,1041.5 571.984,1017 572.188,1017 572.392,1017 572.596,1017 572.8,1017 573.003,1310.94 \n",
       "  573.207,1310.94 573.411,1310.94 573.615,1310.94 573.819,1310.94 574.023,1310.94 574.227,1310.94 574.431,1310.94 574.634,1310.94 574.838,1310.94 575.042,1310.94 \n",
       "  575.246,1310.94 575.45,1310.94 575.654,1310.94 575.858,1310.94 576.061,1310.94 576.265,1310.94 576.469,1310.94 576.673,1310.94 576.877,1310.94 577.081,1310.94 \n",
       "  577.285,1310.94 577.489,1310.94 577.692,1310.94 577.896,1310.94 578.1,1310.94 578.304,1310.94 578.508,1310.94 578.712,1310.94 578.916,1310.94 579.119,1261.95 \n",
       "  579.323,1261.95 579.527,1261.95 579.731,1261.95 579.935,1261.95 580.139,1261.95 580.343,1261.95 580.547,1261.95 580.75,1261.95 580.954,1261.95 581.158,1261.95 \n",
       "  581.362,1261.95 581.566,1261.95 581.77,1261.95 581.974,1261.95 582.177,1261.95 582.381,1261.95 582.585,1261.95 582.789,1261.95 582.993,1261.95 583.197,1261.95 \n",
       "  583.401,1261.95 583.605,1261.95 583.808,1261.95 584.012,1261.95 584.216,1261.95 584.42,1261.95 584.624,1261.95 584.828,1261.95 585.032,1261.95 585.235,1163.97 \n",
       "  585.439,1163.97 585.643,1163.97 585.847,1163.97 586.051,1163.97 586.255,1163.97 586.459,1163.97 586.663,1163.97 586.866,1163.97 587.07,1163.97 587.274,1163.97 \n",
       "  587.478,1163.97 587.682,1163.97 587.886,1163.97 588.09,1163.97 588.293,1163.97 588.497,1163.97 588.701,1163.97 588.905,1163.97 589.109,1163.97 589.313,1163.97 \n",
       "  589.517,1163.97 589.721,1163.97 589.924,1163.97 590.128,1163.97 590.332,1163.97 590.536,1163.97 590.74,1163.97 590.944,1163.97 591.148,1163.97 591.351,1163.97 \n",
       "  591.555,1163.97 591.759,1163.97 591.963,1163.97 592.167,1163.97 592.371,1163.97 592.575,1163.97 592.779,1163.97 592.982,1163.97 593.186,1163.97 593.39,1163.97 \n",
       "  593.594,1163.97 593.798,1163.97 594.002,1163.97 594.206,1163.97 594.409,1163.97 594.613,1163.97 594.817,1163.97 595.021,1163.97 595.225,1163.97 595.429,1163.97 \n",
       "  595.633,1163.97 595.837,1163.97 596.04,1163.97 596.244,1114.98 596.448,1114.98 596.652,1041.5 596.856,1041.5 597.06,1041.5 597.264,1041.5 597.467,1041.5 \n",
       "  597.671,1041.5 597.875,1041.5 598.079,1041.5 598.283,1041.5 598.487,1041.5 598.691,1041.5 598.895,1041.5 599.098,1041.5 599.302,1041.5 599.506,1041.5 \n",
       "  599.71,1017 599.914,992.509 600.118,968.014 600.322,968.014 600.525,968.014 600.729,968.014 600.933,1017 601.137,1017 601.341,1017 601.545,992.509 \n",
       "  601.749,992.509 601.953,992.509 602.156,992.509 602.36,992.509 602.564,1017 602.768,1017 602.972,1017 603.176,1017 603.38,1017 603.583,1017 \n",
       "  603.787,1017 603.991,1017 604.195,1017 604.399,1017 604.603,1017 604.807,1017 605.011,1017 605.214,1017 605.418,1017 605.622,1017 \n",
       "  605.826,1017 606.03,1017 606.234,1017 606.438,1017 606.641,1017 606.845,1017 607.049,1017 607.253,1017 607.457,1017 607.661,1017 \n",
       "  607.865,1017 608.069,1017 608.272,1017 608.476,1017 608.68,1017 608.884,1017 609.088,1017 609.292,1017 609.496,1017 609.699,1065.99 \n",
       "  609.903,1065.99 610.107,1065.99 610.311,1065.99 610.515,1065.99 610.719,1017 610.923,1017 611.127,1017 611.33,1017 611.534,1017 611.738,1017 \n",
       "  611.942,1017 612.146,1017 612.35,1017 612.554,1017 612.757,1017 612.961,1017 613.165,1017 613.369,1017 613.573,1017 613.777,1017 \n",
       "  613.981,1017 614.185,1017 614.388,1017 614.592,1017 614.796,1017 615,1017 615.204,1017 615.408,1017 615.612,1017 615.816,1310.94 \n",
       "  616.019,1310.94 616.223,1310.94 616.427,1310.94 616.631,1310.94 616.835,1310.94 617.039,1310.94 617.243,1310.94 617.446,1310.94 617.65,1310.94 617.854,1310.94 \n",
       "  618.058,1310.94 618.262,1310.94 618.466,1310.94 618.67,1310.94 618.874,1310.94 619.077,1310.94 619.281,1310.94 619.485,1310.94 619.689,1261.95 619.893,1261.95 \n",
       "  620.097,1261.95 620.301,1261.95 620.504,1261.95 620.708,1261.95 620.912,1261.95 621.116,1261.95 621.32,1261.95 621.524,1261.95 621.728,1261.95 621.932,1261.95 \n",
       "  622.135,1261.95 622.339,1261.95 622.543,1261.95 622.747,1261.95 622.951,1261.95 623.155,1261.95 623.359,1261.95 623.562,1261.95 623.766,1261.95 623.97,1261.95 \n",
       "  624.174,1261.95 624.378,1261.95 624.582,1261.95 624.786,1261.95 624.99,1261.95 625.193,1261.95 625.397,1261.95 625.601,1261.95 625.805,1261.95 626.009,1261.95 \n",
       "  626.213,1261.95 626.417,1261.95 626.62,1261.95 626.824,1261.95 627.028,1261.95 627.232,1261.95 627.436,1261.95 627.64,1261.95 627.844,1261.95 628.048,1261.95 \n",
       "  628.251,1261.95 628.455,1261.95 628.659,1261.95 628.863,1261.95 629.067,1261.95 629.271,1261.95 629.475,1261.95 629.678,1261.95 629.882,1212.96 630.086,1212.96 \n",
       "  630.29,1212.96 630.494,1212.96 630.698,1212.96 630.902,1212.96 631.106,1188.47 631.309,1188.47 631.513,1188.47 631.717,1188.47 631.921,1188.47 632.125,1188.47 \n",
       "  632.329,1188.47 632.533,1188.47 632.736,1188.47 632.94,1188.47 633.144,1188.47 633.348,1188.47 633.552,1188.47 633.756,1188.47 633.96,1188.47 634.164,1188.47 \n",
       "  634.367,1188.47 634.571,1188.47 634.775,1188.47 634.979,1188.47 635.183,1188.47 635.387,1188.47 635.591,1188.47 635.794,1188.47 635.998,1188.47 636.202,1188.47 \n",
       "  636.406,1188.47 636.61,1188.47 636.814,1188.47 637.018,1188.47 637.222,1188.47 637.425,1188.47 637.629,1163.97 637.833,1163.97 638.037,1163.97 638.241,1163.97 \n",
       "  638.445,1114.98 638.649,1114.98 638.852,1114.98 639.056,1114.98 639.26,1114.98 639.464,1114.98 639.668,1114.98 639.872,1090.49 640.076,1090.49 640.28,1090.49 \n",
       "  640.483,1090.49 640.687,1090.49 640.891,1090.49 641.095,1114.98 641.299,1139.48 641.503,1139.48 641.707,1139.48 641.91,1139.48 642.114,1139.48 642.318,1139.48 \n",
       "  642.522,1139.48 642.726,1139.48 642.93,1139.48 643.134,1139.48 643.338,1139.48 643.541,1139.48 643.745,1139.48 643.949,1139.48 644.153,1139.48 644.357,1139.48 \n",
       "  644.561,1139.48 644.765,1139.48 644.968,1139.48 645.172,1139.48 645.376,1139.48 645.58,1139.48 645.784,1139.48 645.988,1139.48 646.192,1139.48 646.396,1163.97 \n",
       "  646.599,1163.97 646.803,1163.97 647.007,1163.97 647.211,1163.97 647.415,1163.97 647.619,1163.97 647.823,1163.97 648.026,1163.97 648.23,1163.97 648.434,1163.97 \n",
       "  648.638,1163.97 648.842,1163.97 649.046,1163.97 649.25,1163.97 649.454,1163.97 649.657,1163.97 649.861,1163.97 650.065,1188.47 650.269,1212.96 650.473,1212.96 \n",
       "  650.677,1212.96 650.881,1212.96 651.084,1212.96 651.288,1212.96 651.492,1212.96 651.696,1212.96 651.9,1212.96 652.104,1163.97 652.308,1163.97 652.512,1163.97 \n",
       "  652.715,1163.97 652.919,1163.97 653.123,1163.97 653.327,1163.97 653.531,1163.97 653.735,1163.97 653.939,1163.97 654.142,1163.97 654.346,1163.97 654.55,1163.97 \n",
       "  654.754,1163.97 654.958,1286.45 655.162,1286.45 655.366,1286.45 655.57,1286.45 655.773,1286.45 655.977,1286.45 656.181,1286.45 656.385,1286.45 656.589,1286.45 \n",
       "  656.793,1286.45 656.997,1286.45 657.2,1286.45 657.404,1286.45 657.608,1286.45 657.812,1286.45 658.016,1286.45 658.22,1286.45 658.424,1286.45 658.628,1286.45 \n",
       "  658.831,1286.45 659.035,1286.45 659.239,1286.45 659.443,1286.45 659.647,1286.45 659.851,1286.45 660.055,1286.45 660.259,1310.94 660.462,1335.44 660.666,1335.44 \n",
       "  660.87,1335.44 661.074,1335.44 661.278,1335.44 661.482,1335.44 661.686,1335.44 661.889,1335.44 662.093,1335.44 662.297,1335.44 662.501,1335.44 662.705,1310.94 \n",
       "  662.909,1286.45 663.113,1286.45 663.317,1237.46 663.52,1212.96 663.724,1188.47 663.928,1188.47 664.132,1188.47 664.336,1188.47 664.54,1188.47 664.744,1188.47 \n",
       "  664.947,1188.47 665.151,1188.47 665.355,1188.47 665.559,1188.47 665.763,1188.47 665.967,1188.47 666.171,1188.47 666.375,1188.47 666.578,1188.47 666.782,1188.47 \n",
       "  666.986,1188.47 667.19,1188.47 667.394,1188.47 667.598,1139.48 667.802,1139.48 668.005,1065.99 668.209,1017 668.413,968.014 668.617,943.519 668.821,919.024 \n",
       "  669.025,894.528 669.229,870.033 669.433,821.043 669.636,747.558 669.84,723.063 670.044,747.558 670.248,747.558 670.452,747.558 670.656,747.558 670.86,747.558 \n",
       "  671.063,747.558 671.267,747.558 671.471,747.558 671.675,747.558 671.879,747.558 672.083,747.558 672.287,747.558 672.491,747.558 672.694,747.558 672.898,747.558 \n",
       "  673.102,747.558 673.306,747.558 673.51,747.558 673.714,747.558 673.918,698.568 674.121,698.568 674.325,698.568 674.529,674.073 674.733,649.578 674.937,649.578 \n",
       "  675.141,576.093 675.345,576.093 675.549,576.093 675.752,576.093 675.956,576.093 676.16,576.093 676.364,576.093 676.568,576.093 676.772,576.093 676.976,576.093 \n",
       "  677.179,576.093 677.383,576.093 677.587,576.093 677.791,576.093 677.995,576.093 678.199,527.102 678.403,478.112 678.607,478.112 678.81,478.112 679.014,478.112 \n",
       "  679.218,478.112 679.422,478.112 679.626,478.112 679.83,478.112 680.034,478.112 680.237,478.112 680.441,478.112 680.645,478.112 680.849,453.617 681.053,453.617 \n",
       "  681.257,453.617 681.461,453.617 681.665,453.617 681.868,453.617 682.072,453.617 682.276,453.617 682.48,453.617 682.684,453.617 682.888,453.617 683.092,453.617 \n",
       "  683.295,453.617 683.499,453.617 683.703,453.617 683.907,453.617 684.111,453.617 684.315,453.617 684.519,453.617 684.723,453.617 684.926,453.617 685.13,453.617 \n",
       "  685.334,453.617 685.538,453.617 685.742,453.617 685.946,453.617 686.15,1090.49 686.353,1090.49 686.557,1090.49 686.761,1090.49 686.965,1090.49 687.169,1090.49 \n",
       "  687.373,1090.49 687.577,1090.49 687.781,1090.49 687.984,1090.49 688.188,1090.49 688.392,1090.49 688.596,1090.49 688.8,1090.49 689.004,1090.49 689.208,1065.99 \n",
       "  689.411,1065.99 689.615,1065.99 689.819,1065.99 690.023,1065.99 690.227,1065.99 690.431,1065.99 690.635,1017 690.839,894.528 691.042,772.053 691.246,723.063 \n",
       "  691.45,649.578 691.654,649.578 691.858,649.578 692.062,674.073 692.266,674.073 692.469,674.073 692.673,674.073 692.877,674.073 693.081,698.568 693.285,674.073 \n",
       "  693.489,600.588 693.693,551.598 693.897,600.588 694.1,625.083 694.304,625.083 694.508,625.083 694.712,625.083 694.916,625.083 695.12,625.083 695.324,625.083 \n",
       "  695.527,625.083 695.731,625.083 695.935,625.083 696.139,625.083 696.343,625.083 696.547,625.083 696.751,625.083 696.955,625.083 697.158,625.083 697.362,625.083 \n",
       "  697.566,625.083 697.77,625.083 697.974,625.083 698.178,625.083 698.382,625.083 698.585,625.083 698.789,625.083 698.993,625.083 699.197,625.083 699.401,625.083 \n",
       "  699.605,625.083 699.809,625.083 700.013,625.083 700.216,625.083 700.42,625.083 700.624,625.083 700.828,625.083 701.032,625.083 701.236,625.083 701.44,625.083 \n",
       "  701.643,625.083 701.847,625.083 702.051,625.083 702.255,625.083 702.459,625.083 702.663,625.083 702.867,625.083 703.071,625.083 703.274,625.083 703.478,625.083 \n",
       "  703.682,625.083 703.886,625.083 704.09,625.083 704.294,625.083 704.498,576.093 704.701,576.093 704.905,527.102 705.109,478.112 705.313,478.112 705.517,478.112 \n",
       "  705.721,478.112 705.925,478.112 706.129,478.112 706.332,478.112 706.536,478.112 706.74,478.112 706.944,478.112 707.148,478.112 707.352,478.112 707.556,478.112 \n",
       "  707.76,478.112 707.963,478.112 708.167,478.112 708.371,502.607 708.575,502.607 708.779,551.598 708.983,576.093 709.187,576.093 709.39,576.093 709.594,576.093 \n",
       "  709.798,576.093 710.002,576.093 710.206,576.093 710.41,576.093 710.614,576.093 710.818,576.093 711.021,576.093 711.225,600.588 711.429,600.588 711.633,600.588 \n",
       "  711.837,600.588 712.041,600.588 712.245,600.588 712.448,600.588 712.652,600.588 712.856,600.588 713.06,600.588 713.264,600.588 713.468,600.588 713.672,600.588 \n",
       "  713.876,600.588 714.079,600.588 714.283,600.588 714.487,600.588 714.691,600.588 714.895,600.588 715.099,600.588 715.303,600.588 715.506,600.588 715.71,600.588 \n",
       "  715.914,600.588 716.118,576.093 716.322,551.598 716.526,453.617 716.73,380.132 716.934,380.132 717.137,380.132 717.341,380.132 717.545,380.132 717.749,380.132 \n",
       "  717.953,380.132 718.157,380.132 718.361,380.132 718.564,380.132 718.768,380.132 718.972,380.132 719.176,380.132 719.38,380.132 719.584,306.647 719.788,331.142 \n",
       "  719.992,331.142 720.195,331.142 720.399,306.647 720.603,306.647 720.807,306.647 721.011,331.142 721.215,380.132 721.419,502.607 721.622,625.083 721.826,674.073 \n",
       "  722.03,723.063 722.234,723.063 722.438,723.063 722.642,723.063 722.846,723.063 723.05,723.063 723.253,723.063 723.457,723.063 723.661,723.063 723.865,772.053 \n",
       "  724.069,894.528 724.273,919.024 724.477,919.024 724.68,919.024 724.884,919.024 725.088,919.024 725.292,919.024 725.496,919.024 725.7,919.024 725.904,919.024 \n",
       "  726.108,919.024 726.311,919.024 726.515,919.024 726.719,919.024 726.923,919.024 727.127,919.024 727.331,919.024 727.535,919.024 727.738,919.024 727.942,919.024 \n",
       "  728.146,919.024 728.35,919.024 728.554,919.024 728.758,919.024 728.962,919.024 729.166,919.024 729.369,919.024 729.573,919.024 729.777,919.024 729.981,919.024 \n",
       "  730.185,919.024 730.389,919.024 730.593,919.024 730.796,919.024 731,919.024 731.204,919.024 731.408,919.024 731.612,919.024 731.816,919.024 732.02,919.024 \n",
       "  732.224,919.024 732.427,919.024 732.631,919.024 732.835,919.024 733.039,919.024 733.243,919.024 733.447,919.024 733.651,919.024 733.854,919.024 734.058,919.024 \n",
       "  734.262,919.024 734.466,919.024 734.67,919.024 734.874,943.519 735.078,992.509 735.282,992.509 735.485,1041.5 735.689,1065.99 735.893,1065.99 736.097,1065.99 \n",
       "  736.301,1065.99 736.505,1017 736.709,1017 736.912,992.509 737.116,992.509 737.32,992.509 737.524,992.509 737.728,992.509 737.932,992.509 738.136,992.509 \n",
       "  738.34,992.509 738.543,992.509 738.747,992.509 738.951,992.509 739.155,992.509 739.359,992.509 739.563,992.509 739.767,992.509 739.97,992.509 740.174,992.509 \n",
       "  740.378,919.024 740.582,919.024 740.786,919.024 740.99,919.024 741.194,919.024 741.398,919.024 741.601,919.024 741.805,919.024 742.009,919.024 742.213,919.024 \n",
       "  742.417,919.024 742.621,919.024 742.825,919.024 743.028,919.024 743.232,919.024 743.436,919.024 743.64,919.024 743.844,919.024 744.048,894.528 744.252,894.528 \n",
       "  744.456,894.528 744.659,894.528 744.863,894.528 745.067,894.528 745.271,894.528 745.475,894.528 745.679,894.528 745.883,821.043 746.086,772.053 746.29,772.053 \n",
       "  746.494,723.063 746.698,772.053 746.902,796.548 747.106,894.528 747.31,943.519 747.514,943.519 747.717,943.519 747.921,943.519 748.125,943.519 748.329,943.519 \n",
       "  748.533,943.519 748.737,943.519 748.941,943.519 749.144,943.519 749.348,943.519 749.552,943.519 749.756,943.519 749.96,968.014 750.164,1017 750.368,1017 \n",
       "  750.572,1017 750.775,1041.5 750.979,1041.5 751.183,1041.5 751.387,1041.5 751.591,1041.5 751.795,1041.5 751.999,1041.5 752.203,1041.5 752.406,1041.5 \n",
       "  752.61,1041.5 752.814,1041.5 753.018,1041.5 753.222,1041.5 753.426,1041.5 753.63,1041.5 753.833,992.509 754.037,968.014 754.241,1114.98 754.445,1114.98 \n",
       "  754.649,1114.98 754.853,1114.98 755.057,1114.98 755.261,1114.98 755.464,1114.98 755.668,1114.98 755.872,1114.98 756.076,1114.98 756.28,1114.98 756.484,1114.98 \n",
       "  756.688,1114.98 756.891,1114.98 757.095,1114.98 757.299,1114.98 757.503,1114.98 757.707,1114.98 757.911,1114.98 758.115,1114.98 758.319,1114.98 758.522,1114.98 \n",
       "  758.726,1114.98 758.93,1114.98 759.134,1114.98 759.338,1114.98 759.542,1114.98 759.746,1114.98 759.949,1114.98 760.153,1114.98 760.357,1114.98 760.561,1114.98 \n",
       "  760.765,1114.98 760.969,1114.98 761.173,1114.98 761.377,1114.98 761.58,1114.98 761.784,1114.98 761.988,1114.98 762.192,1114.98 762.396,1114.98 762.6,1114.98 \n",
       "  762.804,1114.98 763.007,1114.98 763.211,1114.98 763.415,1114.98 763.619,1114.98 763.823,1114.98 764.027,1114.98 764.231,1114.98 764.435,1114.98 764.638,1114.98 \n",
       "  764.842,1114.98 765.046,1114.98 765.25,1114.98 765.454,1114.98 765.658,1114.98 765.862,1114.98 766.065,1114.98 766.269,1114.98 766.473,1114.98 766.677,1114.98 \n",
       "  766.881,1114.98 767.085,1065.99 767.289,1065.99 767.493,1065.99 767.696,1065.99 767.9,1065.99 768.104,1065.99 768.308,1065.99 768.512,1065.99 768.716,1065.99 \n",
       "  768.92,1065.99 769.123,1065.99 769.327,1065.99 769.531,1065.99 769.735,1065.99 769.939,1065.99 770.143,1065.99 770.347,1065.99 770.551,1065.99 770.754,1090.49 \n",
       "  770.958,1139.48 771.162,1139.48 771.366,1139.48 771.57,1139.48 771.774,1139.48 771.978,1139.48 772.181,1139.48 772.385,1139.48 772.589,1114.98 772.793,1065.99 \n",
       "  772.997,1065.99 773.201,1065.99 773.405,1065.99 773.609,1065.99 773.812,1065.99 774.016,1065.99 774.22,1065.99 774.424,1090.49 774.628,1090.49 774.832,1090.49 \n",
       "  775.036,1090.49 775.239,1090.49 775.443,1090.49 775.647,1090.49 775.851,1090.49 776.055,1090.49 776.259,1114.98 776.463,1188.47 776.667,1237.46 776.87,1237.46 \n",
       "  777.074,1261.95 777.278,1261.95 777.482,1261.95 777.686,1261.95 777.89,1261.95 778.094,1261.95 778.297,1261.95 778.501,1261.95 778.705,1261.95 778.909,1261.95 \n",
       "  779.113,1261.95 779.317,1261.95 779.521,1261.95 779.725,1261.95 779.928,1261.95 780.132,1261.95 780.336,1261.95 780.54,1261.95 780.744,1261.95 780.948,1261.95 \n",
       "  781.152,1261.95 781.355,1261.95 781.559,1261.95 781.763,1261.95 781.967,1261.95 782.171,1261.95 782.375,1261.95 782.579,1261.95 782.783,1261.95 782.986,1261.95 \n",
       "  783.19,1237.46 783.394,1212.96 783.598,1212.96 783.802,1188.47 784.006,1188.47 784.21,1188.47 784.413,1188.47 784.617,1065.99 784.821,1065.99 785.025,1041.5 \n",
       "  785.229,968.014 785.433,968.014 785.637,968.014 785.841,968.014 786.044,968.014 786.248,968.014 786.452,968.014 786.656,968.014 786.86,968.014 787.064,968.014 \n",
       "  787.268,968.014 787.471,968.014 787.675,968.014 787.879,968.014 788.083,968.014 788.287,968.014 788.491,968.014 788.695,968.014 788.899,968.014 789.102,968.014 \n",
       "  789.306,968.014 789.51,968.014 789.714,943.519 789.918,894.528 790.122,796.548 790.326,723.063 790.529,723.063 790.733,649.578 790.937,625.083 791.141,625.083 \n",
       "  791.345,625.083 791.549,625.083 791.753,625.083 791.957,625.083 792.16,625.083 792.364,625.083 792.568,625.083 792.772,625.083 792.976,625.083 793.18,625.083 \n",
       "  793.384,625.083 793.587,625.083 793.791,625.083 793.995,625.083 794.199,1041.5 794.403,1041.5 794.607,1017 794.811,968.014 795.015,968.014 795.218,968.014 \n",
       "  795.422,968.014 795.626,968.014 795.83,968.014 796.034,968.014 796.238,968.014 796.442,968.014 796.645,968.014 796.849,968.014 797.053,968.014 797.257,968.014 \n",
       "  797.461,992.509 797.665,1017 797.869,1017 798.073,1017 798.276,1017 798.48,1017 798.684,1017 798.888,1017 799.092,1017 799.296,1017 \n",
       "  799.5,1017 799.704,1017 799.907,1017 800.111,1017 800.315,1017 800.519,1017 800.723,1017 800.927,1017 801.131,1017 801.334,1017 \n",
       "  801.538,1017 801.742,1017 801.946,1017 802.15,1017 802.354,1017 802.558,1017 802.762,1017 802.965,1017 803.169,1065.99 803.373,1090.49 \n",
       "  803.577,1090.49 803.781,1090.49 803.985,1090.49 804.189,1090.49 804.392,1090.49 804.596,1065.99 804.8,1017 805.004,992.509 805.208,992.509 805.412,992.509 \n",
       "  805.616,992.509 805.82,992.509 806.023,992.509 806.227,992.509 806.431,992.509 806.635,992.509 806.839,992.509 807.043,992.509 807.247,992.509 807.45,992.509 \n",
       "  807.654,992.509 807.858,968.014 808.062,943.519 808.266,943.519 808.47,943.519 808.674,943.519 808.878,943.519 809.081,943.519 809.285,943.519 809.489,943.519 \n",
       "  809.693,943.519 809.897,943.519 810.101,943.519 810.305,943.519 810.508,943.519 810.712,943.519 810.916,943.519 811.12,943.519 811.324,943.519 811.528,943.519 \n",
       "  811.732,943.519 811.936,943.519 812.139,943.519 812.343,943.519 812.547,943.519 812.751,919.024 812.955,919.024 813.159,919.024 813.363,919.024 813.566,845.538 \n",
       "  813.77,821.043 813.974,772.053 814.178,747.558 814.382,747.558 814.586,747.558 814.79,747.558 814.994,772.053 815.197,894.528 815.401,894.528 815.605,919.024 \n",
       "  815.809,968.014 816.013,968.014 816.217,968.014 816.421,968.014 816.624,968.014 816.828,968.014 817.032,968.014 817.236,968.014 817.44,968.014 817.644,968.014 \n",
       "  817.848,968.014 818.052,968.014 818.255,968.014 818.459,968.014 818.663,968.014 818.867,968.014 819.071,968.014 819.275,968.014 819.479,968.014 819.682,968.014 \n",
       "  819.886,968.014 820.09,968.014 820.294,968.014 820.498,968.014 820.702,968.014 820.906,968.014 821.11,968.014 821.313,968.014 821.517,968.014 821.721,968.014 \n",
       "  821.925,968.014 822.129,968.014 822.333,968.014 822.537,968.014 822.74,968.014 822.944,968.014 823.148,968.014 823.352,968.014 823.556,968.014 823.76,968.014 \n",
       "  823.964,968.014 824.168,968.014 824.371,968.014 824.575,968.014 824.779,968.014 824.983,968.014 825.187,1017 825.391,1041.5 825.595,992.509 825.798,968.014 \n",
       "  826.002,968.014 826.206,968.014 826.41,968.014 826.614,968.014 826.818,968.014 827.022,968.014 827.226,968.014 827.429,968.014 827.633,968.014 827.837,894.528 \n",
       "  828.041,894.528 828.245,894.528 828.449,894.528 828.653,894.528 828.856,894.528 829.06,894.528 829.264,894.528 829.468,1163.97 829.672,1163.97 829.876,1163.97 \n",
       "  830.08,1163.97 830.284,1163.97 830.487,1163.97 830.691,1163.97 830.895,1163.97 831.099,1163.97 831.303,1163.97 831.507,1163.97 831.711,1163.97 831.914,1163.97 \n",
       "  832.118,1163.97 832.322,1163.97 832.526,1163.97 832.73,1163.97 832.934,1163.97 833.138,1163.97 833.342,1163.97 833.545,1163.97 833.749,1163.97 833.953,1163.97 \n",
       "  834.157,1163.97 834.361,1163.97 834.565,1163.97 834.769,1163.97 834.972,1188.47 835.176,1212.96 835.38,1237.46 835.584,1237.46 835.788,1237.46 835.992,1237.46 \n",
       "  836.196,1237.46 836.4,1237.46 836.603,1237.46 836.807,1237.46 837.011,1237.46 837.215,1237.46 837.419,1237.46 837.623,1237.46 837.827,1237.46 838.03,1237.46 \n",
       "  838.234,1261.95 838.438,1286.45 838.642,1286.45 838.846,1286.45 839.05,1286.45 839.254,1286.45 839.458,1286.45 839.661,1286.45 839.865,1286.45 840.069,1286.45 \n",
       "  840.273,1286.45 840.477,1286.45 840.681,1286.45 840.885,1286.45 841.088,1286.45 841.292,1286.45 841.496,1286.45 841.7,1286.45 841.904,1286.45 842.108,1286.45 \n",
       "  842.312,1286.45 842.516,1286.45 842.719,1286.45 842.923,1286.45 843.127,1310.94 843.331,1310.94 843.535,1310.94 843.739,1310.94 843.943,1310.94 844.147,1310.94 \n",
       "  844.35,1310.94 844.554,1310.94 844.758,1310.94 844.962,1310.94 845.166,1310.94 845.37,1310.94 845.574,1310.94 845.777,1310.94 845.981,1310.94 846.185,1310.94 \n",
       "  846.389,1310.94 846.593,1310.94 846.797,1310.94 847.001,1310.94 847.205,1310.94 847.408,1310.94 847.612,1310.94 847.816,1310.94 848.02,1310.94 848.224,1310.94 \n",
       "  848.428,1310.94 848.632,1310.94 848.835,1310.94 849.039,1310.94 849.243,1310.94 849.447,1310.94 849.651,1310.94 849.855,1310.94 850.059,1310.94 850.263,1310.94 \n",
       "  850.466,1310.94 850.67,1310.94 850.874,1310.94 851.078,1310.94 851.282,1310.94 851.486,1310.94 851.69,1310.94 851.893,1310.94 852.097,1310.94 852.301,1310.94 \n",
       "  852.505,1310.94 852.709,1310.94 852.913,1310.94 853.117,1310.94 853.321,1310.94 853.524,1310.94 853.728,1310.94 853.932,1310.94 854.136,1310.94 854.34,1310.94 \n",
       "  854.544,1310.94 854.748,1310.94 854.951,1310.94 855.155,1310.94 855.359,1310.94 855.563,1310.94 855.767,1310.94 855.971,1310.94 856.175,1359.93 856.379,1359.93 \n",
       "  856.582,1359.93 856.786,1359.93 856.99,1359.93 857.194,1359.93 857.398,1359.93 857.602,1359.93 857.806,1359.93 858.009,1359.93 858.213,1359.93 858.417,1359.93 \n",
       "  858.621,1359.93 858.825,1359.93 859.029,1359.93 859.233,1359.93 859.437,1359.93 859.64,1359.93 859.844,1359.93 860.048,1359.93 860.252,1359.93 860.456,1359.93 \n",
       "  860.66,1359.93 860.864,1335.44 861.067,1335.44 861.271,1335.44 861.475,1335.44 861.679,1335.44 861.883,1335.44 862.087,1335.44 862.291,1335.44 862.495,1335.44 \n",
       "  862.698,1335.44 862.902,1335.44 863.106,1335.44 863.31,1335.44 863.514,1335.44 863.718,1335.44 863.922,1335.44 864.125,1335.44 864.329,1335.44 864.533,1335.44 \n",
       "  864.737,1335.44 864.941,1335.44 865.145,1335.44 865.349,1335.44 865.553,1335.44 865.756,1335.44 865.96,1335.44 866.164,1335.44 866.368,1335.44 866.572,1335.44 \n",
       "  866.776,1335.44 866.98,1335.44 867.183,1335.44 867.387,1335.44 867.591,1335.44 867.795,1310.94 867.999,1261.95 868.203,1261.95 868.407,1237.46 868.611,1212.96 \n",
       "  868.814,1212.96 869.018,1212.96 869.222,1212.96 869.426,1212.96 869.63,1188.47 869.834,1188.47 870.038,1188.47 870.241,1188.47 870.445,1188.47 870.649,1188.47 \n",
       "  870.853,1188.47 871.057,1188.47 871.261,1188.47 871.465,1188.47 871.669,1188.47 871.872,1188.47 872.076,1188.47 872.28,1384.43 872.484,1384.43 872.688,1384.43 \n",
       "  872.892,1384.43 873.096,1384.43 873.299,1384.43 873.503,1384.43 873.707,1384.43 873.911,1384.43 874.115,1384.43 874.319,1384.43 874.523,1384.43 874.727,1384.43 \n",
       "  874.93,1384.43 875.134,1384.43 875.338,1384.43 875.542,1384.43 875.746,1384.43 875.95,1384.43 876.154,1384.43 876.357,1384.43 876.561,1384.43 876.765,1384.43 \n",
       "  876.969,1384.43 877.173,1384.43 877.377,1384.43 877.581,1384.43 877.785,1384.43 877.988,1384.43 878.192,1384.43 878.396,1384.43 878.6,1384.43 878.804,1384.43 \n",
       "  879.008,1384.43 879.212,1384.43 879.415,1384.43 879.619,1384.43 879.823,1384.43 880.027,1384.43 880.231,1384.43 880.435,1384.43 880.639,1384.43 880.843,1384.43 \n",
       "  881.046,1384.43 881.25,1384.43 881.454,1384.43 881.658,1384.43 881.862,1384.43 882.066,1384.43 882.27,1384.43 882.473,1384.43 882.677,1384.43 882.881,1384.43 \n",
       "  883.085,1384.43 883.289,1335.44 883.493,1261.95 883.697,1261.95 883.901,1261.95 884.104,1261.95 884.308,1261.95 884.512,1261.95 884.716,1261.95 884.92,1261.95 \n",
       "  885.124,1261.95 885.328,1261.95 885.531,1261.95 885.735,1261.95 885.939,1261.95 886.143,1261.95 886.347,1261.95 886.551,1261.95 886.755,1261.95 886.959,1261.95 \n",
       "  887.162,1261.95 887.366,1261.95 887.57,1261.95 887.774,1261.95 887.978,1261.95 888.182,1261.95 888.386,1261.95 888.589,1188.47 888.793,1041.5 888.997,1041.5 \n",
       "  889.201,1017 889.405,1017 889.609,1017 889.813,1017 890.017,1017 890.22,1017 890.424,1017 890.628,1017 890.832,1017 891.036,1017 \n",
       "  891.24,1017 891.444,1017 891.648,1017 891.851,1017 892.055,1017 892.259,1017 892.463,1017 892.667,1017 892.871,1017 893.075,1017 \n",
       "  893.278,1017 893.482,1017 893.686,1017 893.89,1017 894.094,1017 894.298,1017 894.502,1017 894.706,1017 894.909,1017 895.113,1017 \n",
       "  895.317,1017 895.521,1017 895.725,1017 895.929,1017 896.133,1017 896.336,1017 896.54,1017 896.744,1017 896.948,1017 897.152,1017 \n",
       "  897.356,1017 897.56,1017 897.764,1017 897.967,1017 898.171,1017 898.375,1017 898.579,1017 898.783,1017 898.987,1017 899.191,1017 \n",
       "  899.394,1017 899.598,1017 899.802,1017 900.006,1017 900.21,1017 900.414,1017 900.618,919.024 900.822,870.033 901.025,821.043 901.229,821.043 \n",
       "  901.433,821.043 901.637,821.043 901.841,821.043 902.045,821.043 902.249,821.043 902.452,821.043 902.656,821.043 902.86,821.043 903.064,821.043 903.268,821.043 \n",
       "  903.472,821.043 903.676,821.043 903.88,821.043 904.083,821.043 904.287,821.043 904.491,821.043 904.695,821.043 904.899,821.043 905.103,821.043 905.307,821.043 \n",
       "  905.51,821.043 905.714,821.043 905.918,821.043 906.122,821.043 906.326,821.043 906.53,796.548 906.734,796.548 906.938,796.548 907.141,796.548 907.345,796.548 \n",
       "  907.549,796.548 907.753,796.548 907.957,796.548 908.161,796.548 908.365,796.548 908.568,796.548 908.772,796.548 908.976,796.548 909.18,796.548 909.384,772.053 \n",
       "  909.588,698.568 909.792,674.073 909.996,600.588 910.199,600.588 910.403,1359.93 910.607,1359.93 910.811,1359.93 911.015,1359.93 911.219,1359.93 911.423,1359.93 \n",
       "  911.626,1359.93 911.83,1359.93 912.034,1359.93 912.238,1359.93 912.442,1359.93 912.646,1359.93 912.85,1359.93 913.054,1359.93 913.257,1359.93 913.461,1359.93 \n",
       "  913.665,1359.93 913.869,1335.44 914.073,1286.45 914.277,1286.45 914.481,1286.45 914.684,1286.45 914.888,1286.45 915.092,1286.45 915.296,1286.45 915.5,1286.45 \n",
       "  915.704,1286.45 915.908,1286.45 916.112,1286.45 916.315,1286.45 916.519,1286.45 916.723,1286.45 916.927,1286.45 917.131,1286.45 917.335,1286.45 917.539,1286.45 \n",
       "  917.742,1286.45 917.946,1286.45 918.15,1286.45 918.354,1286.45 918.558,1286.45 918.762,1286.45 918.966,1261.95 919.17,1237.46 919.373,1237.46 919.577,1237.46 \n",
       "  919.781,1237.46 919.985,1237.46 920.189,1237.46 920.393,1237.46 920.597,1237.46 920.8,1237.46 921.004,1237.46 921.208,1237.46 921.412,1237.46 921.616,1237.46 \n",
       "  921.82,1237.46 922.024,1237.46 922.228,1237.46 922.431,1237.46 922.635,1237.46 922.839,1237.46 923.043,1237.46 923.247,1237.46 923.451,1237.46 923.655,1237.46 \n",
       "  923.858,1237.46 924.062,1237.46 924.266,1237.46 924.47,1237.46 924.674,1237.46 924.878,1237.46 925.082,1237.46 925.286,1237.46 925.489,1237.46 925.693,1237.46 \n",
       "  925.897,1237.46 926.101,1237.46 926.305,1237.46 926.509,1237.46 926.713,1237.46 926.916,1237.46 927.12,1237.46 927.324,1237.46 927.528,1237.46 927.732,1237.46 \n",
       "  927.936,1237.46 928.14,1237.46 928.344,1237.46 928.547,1237.46 928.751,1237.46 928.955,1237.46 929.159,1237.46 929.363,1237.46 929.567,1237.46 929.771,1237.46 \n",
       "  929.974,1237.46 930.178,1237.46 930.382,1237.46 930.586,1237.46 930.79,1237.46 930.994,1237.46 931.198,1237.46 931.402,1237.46 931.605,1237.46 931.809,1237.46 \n",
       "  932.013,1237.46 932.217,1237.46 932.421,1237.46 932.625,1237.46 932.829,1237.46 933.032,1237.46 933.236,1237.46 933.44,1212.96 933.644,1188.47 933.848,1163.97 \n",
       "  934.052,1114.98 934.256,1090.49 934.46,1090.49 934.663,1041.5 934.867,1017 935.071,1017 935.275,992.509 935.479,1065.99 935.683,1065.99 935.887,1065.99 \n",
       "  936.091,1065.99 936.294,1065.99 936.498,1065.99 936.702,1065.99 936.906,1065.99 937.11,1090.49 937.314,1090.49 937.518,1090.49 937.721,1090.49 937.925,1090.49 \n",
       "  938.129,1090.49 938.333,1090.49 938.537,1090.49 938.741,1090.49 938.945,1090.49 939.149,1090.49 939.352,1090.49 939.556,1090.49 939.76,1090.49 939.964,1090.49 \n",
       "  940.168,1090.49 940.372,1090.49 940.576,1090.49 940.779,1090.49 940.983,1090.49 941.187,1090.49 941.391,1090.49 941.595,1090.49 941.799,1090.49 942.003,1090.49 \n",
       "  942.207,1090.49 942.41,1090.49 942.614,1090.49 942.818,1090.49 943.022,1090.49 943.226,1090.49 943.43,1090.49 943.634,1090.49 943.837,1090.49 944.041,1090.49 \n",
       "  944.245,1090.49 944.449,1139.48 944.653,1163.97 944.857,1163.97 945.061,1163.97 945.265,1163.97 945.468,1163.97 945.672,1163.97 945.876,1163.97 946.08,1163.97 \n",
       "  946.284,1163.97 946.488,1163.97 946.692,1163.97 946.895,1163.97 947.099,1139.48 947.303,1065.99 947.507,1017 947.711,1017 947.915,1017 948.119,1017 \n",
       "  948.323,1017 948.526,1017 948.73,968.014 948.934,943.519 949.138,943.519 949.342,943.519 949.546,992.509 949.75,992.509 949.953,992.509 950.157,992.509 \n",
       "  950.361,992.509 950.565,992.509 950.769,992.509 950.973,992.509 951.177,992.509 951.381,992.509 951.584,992.509 951.788,992.509 951.992,919.024 952.196,919.024 \n",
       "  952.4,894.528 952.604,894.528 952.808,894.528 953.011,894.528 953.215,894.528 953.419,894.528 953.623,894.528 953.827,894.528 954.031,894.528 954.235,894.528 \n",
       "  954.439,894.528 954.642,894.528 954.846,894.528 955.05,894.528 955.254,894.528 955.458,894.528 955.662,870.033 955.866,870.033 956.069,870.033 956.273,870.033 \n",
       "  956.477,870.033 956.681,870.033 956.885,870.033 957.089,870.033 957.293,870.033 957.497,870.033 957.7,870.033 957.904,870.033 958.108,870.033 958.312,870.033 \n",
       "  958.516,870.033 958.72,870.033 958.924,870.033 959.127,870.033 959.331,870.033 959.535,870.033 959.739,870.033 959.943,870.033 960.147,870.033 960.351,870.033 \n",
       "  960.555,870.033 960.758,870.033 960.962,870.033 961.166,870.033 961.37,870.033 961.574,870.033 961.778,870.033 961.982,870.033 962.185,870.033 962.389,870.033 \n",
       "  962.593,870.033 962.797,870.033 963.001,870.033 963.205,870.033 963.409,870.033 963.613,870.033 963.816,870.033 964.02,870.033 964.224,870.033 964.428,919.024 \n",
       "  964.632,968.014 964.836,968.014 965.04,992.509 965.243,1017 965.447,1041.5 965.651,1041.5 965.855,1041.5 966.059,1041.5 966.263,1041.5 966.467,1041.5 \n",
       "  966.671,1041.5 966.874,1041.5 967.078,1041.5 967.282,1041.5 967.486,1041.5 967.69,1041.5 967.894,1017 968.098,992.509 968.301,992.509 968.505,992.509 \n",
       "  968.709,992.509 968.913,992.509 969.117,992.509 969.321,992.509 969.525,992.509 969.729,992.509 969.932,992.509 970.136,992.509 970.34,992.509 970.544,992.509 \n",
       "  970.748,992.509 970.952,992.509 971.156,992.509 971.359,992.509 971.563,992.509 971.767,992.509 971.971,992.509 972.175,992.509 972.379,992.509 972.583,992.509 \n",
       "  972.787,992.509 972.99,992.509 973.194,992.509 973.398,992.509 973.602,992.509 973.806,992.509 974.01,992.509 974.214,992.509 974.417,1286.45 974.621,1286.45 \n",
       "  974.825,1286.45 975.029,1286.45 975.233,1286.45 975.437,1286.45 975.641,1286.45 975.845,1286.45 976.048,1286.45 976.252,1286.45 976.456,1286.45 976.66,1286.45 \n",
       "  976.864,1286.45 977.068,1286.45 977.272,1286.45 977.475,1286.45 977.679,1286.45 977.883,1286.45 978.087,1286.45 978.291,1286.45 978.495,1286.45 978.699,1286.45 \n",
       "  978.903,1286.45 979.106,1286.45 979.31,1286.45 979.514,1286.45 979.718,1286.45 979.922,1286.45 980.126,1286.45 980.33,1286.45 980.533,1286.45 980.737,1286.45 \n",
       "  980.941,1286.45 981.145,1286.45 981.349,1286.45 981.553,1286.45 981.757,1286.45 981.961,1286.45 982.164,1286.45 982.368,1310.94 982.572,1384.43 982.776,1384.43 \n",
       "  982.98,1384.43 983.184,1384.43 983.388,1384.43 983.592,1384.43 983.795,1384.43 983.999,1384.43 984.203,1384.43 984.407,1384.43 984.611,1384.43 984.815,1384.43 \n",
       "  985.019,1384.43 985.222,1384.43 985.426,1384.43 985.63,1384.43 985.834,1384.43 986.038,1384.43 986.242,1384.43 986.446,1384.43 986.65,1384.43 986.853,1384.43 \n",
       "  987.057,1384.43 987.261,1384.43 987.465,1384.43 987.669,1384.43 987.873,1384.43 988.077,1384.43 988.28,1384.43 988.484,1384.43 988.688,1384.43 988.892,1384.43 \n",
       "  989.096,1384.43 989.3,1384.43 989.504,1384.43 989.708,1384.43 989.911,1384.43 990.115,1384.43 990.319,1384.43 990.523,1384.43 990.727,1384.43 990.931,1384.43 \n",
       "  991.135,1384.43 991.338,1384.43 991.542,1384.43 991.746,1384.43 991.95,1384.43 992.154,1384.43 992.358,1384.43 992.562,1384.43 992.766,1384.43 992.969,1384.43 \n",
       "  993.173,1384.43 993.377,1384.43 993.581,1384.43 993.785,1384.43 993.989,1384.43 994.193,1384.43 994.396,1384.43 994.6,1384.43 994.804,1384.43 995.008,1384.43 \n",
       "  995.212,1384.43 995.416,1384.43 995.62,1384.43 995.824,1384.43 996.027,1384.43 996.231,1384.43 996.435,1384.43 996.639,1384.43 996.843,1384.43 997.047,1384.43 \n",
       "  997.251,1384.43 997.454,1384.43 997.658,1384.43 997.862,1384.43 998.066,1384.43 998.27,1384.43 998.474,1384.43 998.678,1384.43 998.882,1384.43 999.085,1384.43 \n",
       "  999.289,1384.43 999.493,1384.43 999.697,1384.43 999.901,1384.43 1000.1,1359.93 1000.31,1286.45 1000.51,1237.46 1000.72,1237.46 1000.92,1237.46 1001.12,1237.46 \n",
       "  1001.33,1237.46 1001.53,1237.46 1001.74,1237.46 1001.94,1237.46 1002.14,1237.46 1002.35,1237.46 1002.55,1237.46 1002.75,1237.46 1002.96,1237.46 1003.16,1237.46 \n",
       "  1003.37,1237.46 1003.57,1212.96 1003.77,1212.96 1003.98,1188.47 1004.18,1188.47 1004.39,1188.47 1004.59,1188.47 1004.79,1188.47 1005,1188.47 1005.2,1188.47 \n",
       "  1005.41,1188.47 1005.61,1188.47 1005.81,1188.47 1006.02,1188.47 1006.22,1188.47 1006.42,1188.47 1006.63,1188.47 1006.83,1188.47 1007.04,1188.47 1007.24,1188.47 \n",
       "  1007.44,1188.47 1007.65,1188.47 1007.85,1188.47 1008.06,1188.47 1008.26,1188.47 1008.46,1188.47 1008.67,1188.47 1008.87,1188.47 1009.07,1188.47 1009.28,1188.47 \n",
       "  1009.48,1188.47 1009.69,1188.47 1009.89,1188.47 1010.09,1188.47 1010.3,1188.47 1010.5,1188.47 1010.71,1188.47 1010.91,1188.47 1011.11,1188.47 1011.32,1188.47 \n",
       "  1011.52,1188.47 1011.73,1188.47 1011.93,1188.47 1012.13,1188.47 1012.34,1188.47 1012.54,1188.47 1012.74,1188.47 1012.95,1188.47 1013.15,1188.47 1013.36,1188.47 \n",
       "  1013.56,1188.47 1013.76,1188.47 1013.97,1188.47 1014.17,1188.47 1014.38,1188.47 1014.58,1188.47 1014.78,1188.47 1014.99,1163.97 1015.19,1065.99 1015.39,1065.99 \n",
       "  1015.6,1065.99 1015.8,1065.99 1016.01,1065.99 1016.21,1065.99 1016.41,1065.99 1016.62,1065.99 1016.82,1065.99 1017.03,1065.99 1017.23,1065.99 1017.43,1065.99 \n",
       "  1017.64,1065.99 1017.84,1065.99 1018.05,1065.99 1018.25,1065.99 1018.45,1065.99 1018.66,1065.99 1018.86,1065.99 1019.06,1065.99 1019.27,1065.99 1019.47,1065.99 \n",
       "  1019.68,1065.99 1019.88,1065.99 1020.08,1065.99 1020.29,1065.99 1020.49,1065.99 1020.7,1065.99 1020.9,1065.99 1021.1,1065.99 1021.31,1065.99 1021.51,1065.99 \n",
       "  1021.71,1065.99 1021.92,1065.99 1022.12,1065.99 1022.33,1065.99 1022.53,1065.99 1022.73,1065.99 1022.94,1065.99 1023.14,1065.99 1023.35,1065.99 1023.55,1065.99 \n",
       "  1023.75,1065.99 1023.96,1065.99 1024.16,1065.99 1024.36,1065.99 1024.57,1065.99 1024.77,1065.99 1024.98,1065.99 1025.18,1065.99 1025.38,1065.99 1025.59,1065.99 \n",
       "  1025.79,1065.99 1026,1041.5 1026.2,1041.5 1026.4,1041.5 1026.61,1041.5 1026.81,1041.5 1027.02,1041.5 1027.22,1041.5 1027.42,1041.5 1027.63,1041.5 \n",
       "  1027.83,1041.5 1028.03,1041.5 1028.24,1041.5 1028.44,1041.5 1028.65,1041.5 1028.85,1041.5 1029.05,1017 1029.26,1017 1029.46,1017 1029.67,1017 \n",
       "  1029.87,1017 1030.07,1017 1030.28,1017 1030.48,1017 1030.68,1065.99 1030.89,1139.48 1031.09,1163.97 1031.3,1163.97 1031.5,1163.97 1031.7,1163.97 \n",
       "  1031.91,1114.98 1032.11,1090.49 1032.32,1090.49 1032.52,1090.49 1032.72,1090.49 1032.93,1090.49 1033.13,1090.49 1033.34,1090.49 1033.54,1090.49 1033.74,1090.49 \n",
       "  1033.95,1090.49 1034.15,1139.48 1034.35,1139.48 1034.56,1139.48 1034.76,1139.48 1034.97,1139.48 1035.17,1139.48 1035.37,1139.48 1035.58,1139.48 1035.78,1139.48 \n",
       "  1035.99,1139.48 1036.19,1139.48 1036.39,1139.48 1036.6,1139.48 1036.8,1139.48 1037,1139.48 1037.21,1139.48 1037.41,1139.48 1037.62,1139.48 1037.82,1139.48 \n",
       "  1038.02,1139.48 1038.23,1139.48 1038.43,1139.48 1038.64,1139.48 1038.84,1139.48 1039.04,1139.48 1039.25,1139.48 1039.45,1139.48 1039.65,1139.48 1039.86,1139.48 \n",
       "  1040.06,1139.48 1040.27,1139.48 1040.47,1139.48 1040.67,1139.48 1040.88,1139.48 1041.08,1139.48 1041.29,1139.48 1041.49,1359.93 1041.69,1359.93 1041.9,1359.93 \n",
       "  1042.1,1359.93 1042.31,1359.93 1042.51,1359.93 1042.71,1359.93 1042.92,1359.93 1043.12,1359.93 1043.32,1359.93 1043.53,1359.93 1043.73,1359.93 1043.94,1359.93 \n",
       "  1044.14,1359.93 1044.34,1359.93 1044.55,1359.93 1044.75,1359.93 1044.96,1310.94 1045.16,1286.45 1045.36,1286.45 1045.57,1286.45 1045.77,1286.45 1045.97,1286.45 \n",
       "  1046.18,1286.45 1046.38,1286.45 1046.59,1286.45 1046.79,1286.45 1046.99,1286.45 1047.2,1286.45 1047.4,1286.45 1047.61,1286.45 1047.81,1286.45 1048.01,1261.95 \n",
       "  1048.22,1212.96 1048.42,1163.97 1048.63,1163.97 1048.83,1139.48 1049.03,1090.49 1049.24,1090.49 1049.44,1090.49 1049.64,1090.49 1049.85,1090.49 1050.05,1090.49 \n",
       "  1050.26,1090.49 1050.46,1090.49 1050.66,1090.49 1050.87,1090.49 1051.07,1090.49 1051.28,1090.49 1051.48,1090.49 1051.68,1090.49 1051.89,1090.49 1052.09,1090.49 \n",
       "  1052.29,1090.49 1052.5,1090.49 1052.7,1090.49 1052.91,1090.49 1053.11,1090.49 1053.31,1090.49 1053.52,1090.49 1053.72,1090.49 1053.93,1090.49 1054.13,1090.49 \n",
       "  1054.33,1090.49 1054.54,1090.49 1054.74,1090.49 1054.94,1090.49 1055.15,1090.49 1055.35,1090.49 1055.56,1090.49 1055.76,1090.49 1055.96,1090.49 1056.17,1065.99 \n",
       "  1056.37,1065.99 1056.58,1041.5 1056.78,1041.5 1056.98,1041.5 1057.19,1041.5 1057.39,1041.5 1057.6,1041.5 1057.8,1041.5 1058,1041.5 1058.21,1041.5 \n",
       "  1058.41,1041.5 1058.61,1041.5 1058.82,1041.5 1059.02,1041.5 1059.23,1041.5 1059.43,1041.5 1059.63,1065.99 1059.84,1065.99 1060.04,1065.99 1060.25,1065.99 \n",
       "  1060.45,1065.99 1060.65,1065.99 1060.86,1065.99 1061.06,1065.99 1061.26,1065.99 1061.47,1065.99 1061.67,1065.99 1061.88,1065.99 1062.08,1065.99 1062.28,1065.99 \n",
       "  1062.49,1065.99 1062.69,1065.99 1062.9,1065.99 1063.1,1065.99 1063.3,1065.99 1063.51,1041.5 1063.71,992.509 1063.92,992.509 1064.12,992.509 1064.32,992.509 \n",
       "  1064.53,992.509 1064.73,992.509 1064.93,992.509 1065.14,943.519 1065.34,943.519 1065.55,943.519 1065.75,943.519 1065.95,943.519 1066.16,943.519 1066.36,943.519 \n",
       "  1066.57,1065.99 1066.77,1065.99 1066.97,1065.99 1067.18,1065.99 1067.38,1065.99 1067.58,1065.99 1067.79,1065.99 1067.99,1065.99 1068.2,1065.99 1068.4,1065.99 \n",
       "  1068.6,1041.5 1068.81,1041.5 1069.01,1041.5 1069.22,1041.5 1069.42,1041.5 1069.62,1041.5 1069.83,1041.5 1070.03,1041.5 1070.23,1041.5 1070.44,1041.5 \n",
       "  1070.64,1041.5 1070.85,1041.5 1071.05,1041.5 1071.25,1041.5 1071.46,1041.5 1071.66,1041.5 1071.87,1041.5 1072.07,1041.5 1072.27,1041.5 1072.48,1041.5 \n",
       "  1072.68,1041.5 1072.89,1041.5 1073.09,1041.5 1073.29,1041.5 1073.5,1041.5 1073.7,1041.5 1073.9,1041.5 1074.11,1041.5 1074.31,1041.5 1074.52,1041.5 \n",
       "  1074.72,1041.5 1074.92,1041.5 1075.13,1041.5 1075.33,1041.5 1075.54,1114.98 1075.74,1114.98 1075.94,1114.98 1076.15,1114.98 1076.35,1114.98 1076.55,1114.98 \n",
       "  1076.76,1114.98 1076.96,1114.98 1077.17,1114.98 1077.37,1114.98 1077.57,1114.98 1077.78,1114.98 1077.98,1065.99 1078.19,1065.99 1078.39,1065.99 1078.59,1114.98 \n",
       "  1078.8,1163.97 1079,1212.96 1079.21,1212.96 1079.41,1237.46 1079.61,1261.95 1079.82,1261.95 1080.02,1261.95 1080.22,1261.95 1080.43,1261.95 1080.63,1261.95 \n",
       "  1080.84,1261.95 1081.04,1261.95 1081.24,1261.95 1081.45,1261.95 1081.65,1261.95 1081.86,1261.95 1082.06,1261.95 1082.26,1261.95 1082.47,1261.95 1082.67,1261.95 \n",
       "  1082.87,1261.95 1083.08,1261.95 1083.28,1261.95 1083.49,1261.95 1083.69,1261.95 1083.89,1261.95 1084.1,1261.95 1084.3,1261.95 1084.51,1188.47 1084.71,1163.97 \n",
       "  1084.91,1163.97 1085.12,1163.97 1085.32,1163.97 1085.52,1163.97 1085.73,1163.97 1085.93,1163.97 1086.14,1163.97 1086.34,1163.97 1086.54,1163.97 1086.75,1212.96 \n",
       "  1086.95,1212.96 1087.16,1212.96 1087.36,1212.96 1087.56,1212.96 1087.77,1212.96 1087.97,1212.96 1088.18,1212.96 1088.38,1212.96 1088.58,1212.96 1088.79,1212.96 \n",
       "  1088.99,1212.96 1089.19,1212.96 1089.4,1212.96 1089.6,1212.96 1089.81,1212.96 1090.01,1212.96 1090.21,1212.96 1090.42,1212.96 1090.62,1212.96 1090.83,1188.47 \n",
       "  1091.03,1139.48 1091.23,1114.98 1091.44,1114.98 1091.64,1114.98 1091.84,1114.98 1092.05,1114.98 1092.25,1114.98 1092.46,1114.98 1092.66,1114.98 1092.86,1114.98 \n",
       "  1093.07,1114.98 1093.27,1114.98 1093.48,1114.98 1093.68,1114.98 1093.88,1114.98 1094.09,1114.98 1094.29,1114.98 1094.5,1114.98 1094.7,1114.98 1094.9,1114.98 \n",
       "  1095.11,1114.98 1095.31,1114.98 1095.51,1114.98 1095.72,1114.98 1095.92,1114.98 1096.13,1163.97 1096.33,1163.97 1096.53,1163.97 1096.74,1114.98 1096.94,1114.98 \n",
       "  1097.15,1114.98 1097.35,1114.98 1097.55,1114.98 1097.76,1090.49 1097.96,1065.99 1098.16,1065.99 1098.37,1041.5 1098.57,1041.5 1098.78,1041.5 1098.98,1041.5 \n",
       "  1099.18,1041.5 1099.39,1041.5 1099.59,1041.5 1099.8,1041.5 1100,1041.5 1100.2,1041.5 1100.41,1041.5 1100.61,1041.5 1100.82,1041.5 1101.02,1041.5 \n",
       "  1101.22,1041.5 1101.43,1041.5 1101.63,1041.5 1101.83,1041.5 1102.04,1041.5 1102.24,1041.5 1102.45,1041.5 1102.65,1041.5 1102.85,1041.5 1103.06,1041.5 \n",
       "  1103.26,1041.5 1103.47,1041.5 1103.67,1041.5 1103.87,1041.5 1104.08,1041.5 1104.28,1041.5 1104.48,1041.5 1104.69,1041.5 1104.89,1041.5 1105.1,1041.5 \n",
       "  1105.3,1041.5 1105.5,1041.5 1105.71,1041.5 1105.91,1041.5 1106.12,1041.5 1106.32,1041.5 1106.52,1041.5 1106.73,1041.5 1106.93,1041.5 1107.13,1041.5 \n",
       "  1107.34,1041.5 1107.54,1041.5 1107.75,1041.5 1107.95,1041.5 1108.15,1041.5 1108.36,1041.5 1108.56,1041.5 1108.77,1041.5 1108.97,1041.5 1109.17,1041.5 \n",
       "  1109.38,1041.5 1109.58,1041.5 1109.79,1041.5 1109.99,1041.5 1110.19,1041.5 1110.4,1041.5 1110.6,1041.5 1110.8,1041.5 1111.01,1041.5 1111.21,1041.5 \n",
       "  1111.42,1041.5 1111.62,1041.5 1111.82,1041.5 1112.03,1041.5 1112.23,1041.5 1112.44,1041.5 1112.64,1041.5 1112.84,1041.5 1113.05,1041.5 1113.25,1041.5 \n",
       "  1113.45,1041.5 1113.66,1041.5 1113.86,1017 1114.07,1017 1114.27,943.519 1114.47,943.519 1114.68,894.528 1114.88,894.528 1115.09,992.509 1115.29,992.509 \n",
       "  1115.49,992.509 1115.7,992.509 1115.9,992.509 1116.11,992.509 1116.31,992.509 1116.51,992.509 1116.72,992.509 1116.92,992.509 1117.12,992.509 1117.33,992.509 \n",
       "  1117.53,992.509 1117.74,992.509 1117.94,992.509 1118.14,992.509 1118.35,992.509 1118.55,992.509 1118.76,992.509 1118.96,992.509 1119.16,992.509 1119.37,992.509 \n",
       "  1119.57,992.509 1119.77,992.509 1119.98,992.509 1120.18,992.509 1120.39,992.509 1120.59,992.509 1120.79,992.509 1121,992.509 1121.2,992.509 1121.41,1041.5 \n",
       "  1121.61,1090.49 1121.81,1090.49 1122.02,1090.49 1122.22,1090.49 1122.42,1090.49 1122.63,1090.49 1122.83,1090.49 1123.04,1090.49 1123.24,1090.49 1123.44,1090.49 \n",
       "  1123.65,1090.49 1123.85,1090.49 1124.06,1090.49 1124.26,1090.49 1124.46,1090.49 1124.67,1090.49 1124.87,1090.49 1125.08,1090.49 1125.28,1090.49 1125.48,1041.5 \n",
       "  1125.69,943.519 1125.89,943.519 1126.09,943.519 1126.3,943.519 1126.5,943.519 1126.71,968.014 1126.91,968.014 1127.11,968.014 1127.32,1017 1127.52,1017 \n",
       "  1127.73,1017 1127.93,1017 1128.13,1017 1128.34,1065.99 1128.54,1090.49 1128.74,1090.49 1128.95,1090.49 1129.15,1090.49 1129.36,1090.49 1129.56,1090.49 \n",
       "  1129.76,1090.49 1129.97,1090.49 1130.17,1090.49 1130.38,1090.49 1130.58,1090.49 1130.78,1090.49 1130.99,1090.49 1131.19,1090.49 1131.4,1090.49 1131.6,1090.49 \n",
       "  1131.8,1090.49 1132.01,1090.49 1132.21,1090.49 1132.41,1090.49 1132.62,1090.49 1132.82,1090.49 1133.03,1090.49 1133.23,1090.49 1133.43,1090.49 1133.64,1090.49 \n",
       "  1133.84,1090.49 1134.05,1090.49 1134.25,1090.49 1134.45,1090.49 1134.66,1090.49 1134.86,1065.99 1135.06,1065.99 1135.27,1065.99 1135.47,1065.99 1135.68,1188.47 \n",
       "  1135.88,1188.47 1136.08,1188.47 1136.29,1188.47 1136.49,1188.47 1136.7,1188.47 1136.9,1188.47 1137.1,1188.47 1137.31,1188.47 1137.51,1188.47 1137.71,1188.47 \n",
       "  1137.92,1188.47 1138.12,1188.47 1138.33,1188.47 1138.53,1188.47 1138.73,1188.47 1138.94,1188.47 1139.14,1188.47 1139.35,1188.47 1139.55,1188.47 1139.75,1188.47 \n",
       "  1139.96,1188.47 1140.16,1188.47 1140.37,1188.47 1140.57,1188.47 1140.77,1188.47 1140.98,1188.47 1141.18,1188.47 1141.38,1188.47 1141.59,1188.47 1141.79,1188.47 \n",
       "  1142,1188.47 1142.2,1188.47 1142.4,1188.47 1142.61,1188.47 1142.81,1188.47 1143.02,1188.47 1143.22,1188.47 1143.42,1188.47 1143.63,1188.47 1143.83,1188.47 \n",
       "  1144.03,1188.47 1144.24,1212.96 1144.44,1212.96 1144.65,1212.96 1144.85,1212.96 1145.05,1212.96 1145.26,1212.96 1145.46,1212.96 1145.67,1212.96 1145.87,1212.96 \n",
       "  1146.07,1212.96 1146.28,1212.96 1146.48,1212.96 1146.69,1212.96 1146.89,1212.96 1147.09,1212.96 1147.3,1212.96 1147.5,1212.96 1147.7,1212.96 1147.91,1212.96 \n",
       "  1148.11,1212.96 1148.32,1212.96 1148.52,1212.96 1148.72,1212.96 1148.93,1212.96 1149.13,1212.96 1149.34,1212.96 1149.54,1212.96 1149.74,1212.96 1149.95,1212.96 \n",
       "  1150.15,1212.96 1150.35,1212.96 1150.56,1212.96 1150.76,1212.96 1150.97,1212.96 1151.17,1139.48 1151.37,1065.99 1151.58,1041.5 1151.78,1017 1151.99,1017 \n",
       "  1152.19,1017 1152.39,992.509 1152.6,992.509 1152.8,943.519 1153,943.519 1153.21,943.519 1153.41,943.519 1153.62,943.519 1153.82,943.519 1154.02,943.519 \n",
       "  1154.23,943.519 1154.43,943.519 1154.64,943.519 1154.84,943.519 1155.04,943.519 1155.25,943.519 1155.45,943.519 1155.66,943.519 1155.86,968.014 1156.06,1017 \n",
       "  1156.27,1090.49 1156.47,1090.49 1156.67,1090.49 1156.88,1090.49 1157.08,1090.49 1157.29,1090.49 1157.49,1090.49 1157.69,1090.49 1157.9,1090.49 1158.1,1090.49 \n",
       "  1158.31,1090.49 1158.51,1090.49 1158.71,1090.49 1158.92,1090.49 1159.12,1090.49 1159.32,1090.49 1159.53,1090.49 1159.73,1090.49 1159.94,1090.49 1160.14,1090.49 \n",
       "  1160.34,1090.49 1160.55,1090.49 1160.75,1090.49 1160.96,1090.49 1161.16,1090.49 1161.36,1090.49 1161.57,1090.49 1161.77,1090.49 1161.98,1090.49 1162.18,1090.49 \n",
       "  1162.38,1090.49 1162.59,1090.49 1162.79,1090.49 1162.99,1090.49 1163.2,1090.49 1163.4,1090.49 1163.61,1090.49 1163.81,1090.49 1164.01,1090.49 1164.22,1090.49 \n",
       "  1164.42,1090.49 1164.63,1090.49 1164.83,1090.49 1165.03,1041.5 1165.24,1041.5 1165.44,1065.99 1165.64,1065.99 1165.85,1065.99 1166.05,1065.99 1166.26,1065.99 \n",
       "  1166.46,1065.99 1166.66,1065.99 1166.87,1017 1167.07,968.014 1167.28,919.024 1167.48,870.033 1167.68,870.033 1167.89,870.033 1168.09,870.033 1168.29,870.033 \n",
       "  1168.5,870.033 1168.7,870.033 1168.91,870.033 1169.11,870.033 1169.31,870.033 1169.52,845.538 1169.72,845.538 1169.93,845.538 1170.13,845.538 1170.33,845.538 \n",
       "  1170.54,845.538 1170.74,845.538 1170.95,845.538 1171.15,845.538 1171.35,845.538 1171.56,845.538 1171.76,845.538 1171.96,845.538 1172.17,845.538 1172.37,821.043 \n",
       "  1172.58,821.043 1172.78,772.053 1172.98,772.053 1173.19,772.053 1173.39,772.053 1173.6,772.053 1173.8,772.053 1174,772.053 1174.21,772.053 1174.41,772.053 \n",
       "  1174.61,772.053 1174.82,772.053 1175.02,772.053 1175.23,772.053 1175.43,772.053 1175.63,723.063 1175.84,723.063 1176.04,723.063 1176.25,674.073 1176.45,649.578 \n",
       "  1176.65,649.578 1176.86,649.578 1177.06,649.578 1177.27,649.578 1177.47,649.578 1177.67,649.578 1177.88,649.578 1178.08,649.578 1178.28,649.578 1178.49,649.578 \n",
       "  1178.69,649.578 1178.9,649.578 1179.1,649.578 1179.3,625.083 1179.51,551.598 1179.71,527.102 1179.92,478.112 1180.12,478.112 1180.32,478.112 1180.53,478.112 \n",
       "  1180.73,478.112 1180.93,478.112 1181.14,478.112 1181.34,478.112 1181.55,478.112 1181.75,576.093 1181.95,649.578 1182.16,674.073 1182.36,698.568 1182.57,698.568 \n",
       "  1182.77,698.568 1182.97,674.073 1183.18,674.073 1183.38,698.568 1183.58,698.568 1183.79,698.568 1183.99,698.568 1184.2,698.568 1184.4,698.568 1184.6,698.568 \n",
       "  1184.81,698.568 1185.01,698.568 1185.22,698.568 1185.42,698.568 1185.62,698.568 1185.83,698.568 1186.03,698.568 1186.24,698.568 1186.44,1041.5 1186.64,1041.5 \n",
       "  1186.85,1041.5 1187.05,1041.5 1187.25,1041.5 1187.46,968.014 1187.66,894.528 1187.87,821.043 1188.07,747.558 1188.27,747.558 1188.48,747.558 1188.68,747.558 \n",
       "  1188.89,747.558 1189.09,747.558 1189.29,747.558 1189.5,747.558 1189.7,747.558 1189.9,747.558 1190.11,747.558 1190.31,747.558 1190.52,747.558 1190.72,747.558 \n",
       "  1190.92,747.558 1191.13,747.558 1191.33,747.558 1191.54,747.558 1191.74,747.558 1191.94,747.558 1192.15,747.558 1192.35,747.558 1192.56,747.558 1192.76,747.558 \n",
       "  1192.96,747.558 1193.17,747.558 1193.37,747.558 1193.57,747.558 1193.78,747.558 1193.98,747.558 1194.19,747.558 1194.39,747.558 1194.59,747.558 1194.8,747.558 \n",
       "  1195,747.558 1195.21,747.558 1195.41,772.053 1195.61,796.548 1195.82,796.548 1196.02,796.548 1196.22,796.548 1196.43,796.548 1196.63,796.548 1196.84,796.548 \n",
       "  1197.04,796.548 1197.24,796.548 1197.45,870.033 1197.65,919.024 1197.86,968.014 1198.06,992.509 1198.26,992.509 1198.47,992.509 1198.67,992.509 1198.88,919.024 \n",
       "  1199.08,870.033 1199.28,845.538 1199.49,845.538 1199.69,845.538 1199.89,845.538 1200.1,870.033 1200.3,870.033 1200.51,870.033 1200.71,870.033 1200.91,870.033 \n",
       "  1201.12,870.033 1201.32,870.033 1201.53,870.033 1201.73,870.033 1201.93,870.033 1202.14,870.033 1202.34,870.033 1202.54,870.033 1202.75,870.033 1202.95,870.033 \n",
       "  1203.16,870.033 1203.36,870.033 1203.56,870.033 1203.77,870.033 1203.97,870.033 1204.18,870.033 1204.38,870.033 1204.58,870.033 1204.79,870.033 1204.99,870.033 \n",
       "  1205.19,870.033 1205.4,870.033 1205.6,870.033 1205.81,870.033 1206.01,870.033 1206.21,870.033 1206.42,870.033 1206.62,894.528 1206.83,919.024 1207.03,943.519 \n",
       "  1207.23,919.024 1207.44,919.024 1207.64,919.024 1207.85,919.024 1208.05,919.024 1208.25,919.024 1208.46,919.024 1208.66,919.024 1208.86,919.024 1209.07,919.024 \n",
       "  1209.27,919.024 1209.48,919.024 1209.68,919.024 1209.88,919.024 1210.09,919.024 1210.29,919.024 1210.5,919.024 1210.7,919.024 1210.9,919.024 1211.11,919.024 \n",
       "  1211.31,919.024 1211.51,919.024 1211.72,919.024 1211.92,919.024 1212.13,919.024 1212.33,919.024 1212.53,919.024 1212.74,919.024 1212.94,919.024 1213.15,919.024 \n",
       "  1213.35,894.528 1213.55,894.528 1213.76,894.528 1213.96,894.528 1214.17,894.528 1214.37,870.033 1214.57,796.548 1214.78,796.548 1214.98,796.548 1215.18,796.548 \n",
       "  1215.39,796.548 1215.59,772.053 1215.8,723.063 1216,723.063 1216.2,723.063 1216.41,723.063 1216.61,723.063 1216.82,723.063 1217.02,723.063 1217.22,723.063 \n",
       "  1217.43,723.063 1217.63,723.063 1217.83,747.558 1218.04,821.043 1218.24,894.528 1218.45,968.014 1218.65,1017 1218.85,1017 1219.06,1017 1219.26,1017 \n",
       "  1219.47,1017 1219.67,992.509 1219.87,992.509 1220.08,968.014 1220.28,968.014 1220.48,968.014 1220.69,968.014 1220.89,968.014 1221.1,968.014 1221.3,968.014 \n",
       "  1221.5,968.014 1221.71,968.014 1221.91,968.014 1222.12,968.014 1222.32,968.014 1222.52,968.014 1222.73,968.014 1222.93,968.014 1223.14,968.014 1223.34,968.014 \n",
       "  1223.54,968.014 1223.75,968.014 1223.95,968.014 1224.15,968.014 1224.36,968.014 1224.56,968.014 1224.77,968.014 1224.97,968.014 1225.17,968.014 1225.38,968.014 \n",
       "  1225.58,919.024 1225.79,894.528 1225.99,894.528 1226.19,894.528 1226.4,894.528 1226.6,894.528 1226.8,894.528 1227.01,894.528 1227.21,894.528 1227.42,894.528 \n",
       "  1227.62,894.528 1227.82,894.528 1228.03,894.528 1228.23,894.528 1228.44,894.528 1228.64,894.528 1228.84,894.528 1229.05,894.528 1229.25,894.528 1229.46,992.509 \n",
       "  1229.66,1041.5 1229.86,1041.5 1230.07,1041.5 1230.27,1041.5 1230.47,1041.5 1230.68,1041.5 1230.88,1041.5 1231.09,1041.5 1231.29,1041.5 1231.49,1041.5 \n",
       "  1231.7,1041.5 1231.9,1041.5 1232.11,1041.5 1232.31,1041.5 1232.51,1041.5 1232.72,1041.5 1232.92,1041.5 1233.12,1041.5 1233.33,1041.5 1233.53,1041.5 \n",
       "  1233.74,1041.5 1233.94,1041.5 1234.14,1041.5 1234.35,1041.5 1234.55,1041.5 1234.76,1041.5 1234.96,1041.5 1235.16,1041.5 1235.37,1041.5 1235.57,1041.5 \n",
       "  1235.77,1041.5 1235.98,1041.5 1236.18,1041.5 1236.39,1041.5 1236.59,1041.5 1236.79,1041.5 1237,1041.5 1237.2,1041.5 1237.41,1041.5 1237.61,1041.5 \n",
       "  1237.81,1065.99 1238.02,1065.99 1238.22,1065.99 1238.43,1065.99 1238.63,1065.99 1238.83,1065.99 1239.04,1065.99 1239.24,1065.99 1239.44,1065.99 1239.65,1065.99 \n",
       "  1239.85,1065.99 1240.06,1065.99 1240.26,1065.99 1240.46,1065.99 1240.67,1065.99 1240.87,1065.99 1241.08,1065.99 1241.28,1065.99 1241.48,1065.99 1241.69,1065.99 \n",
       "  1241.89,1065.99 1242.09,1065.99 1242.3,1065.99 1242.5,1065.99 1242.71,1065.99 1242.91,1017 1243.11,968.014 1243.32,943.519 1243.52,968.014 1243.73,968.014 \n",
       "  1243.93,968.014 1244.13,968.014 1244.34,968.014 1244.54,968.014 1244.75,968.014 1244.95,1017 1245.15,1065.99 1245.36,1065.99 1245.56,1065.99 1245.76,1065.99 \n",
       "  1245.97,1090.49 1246.17,1114.98 1246.38,1139.48 1246.58,1139.48 1246.78,1139.48 1246.99,1139.48 1247.19,1139.48 1247.4,1139.48 1247.6,1139.48 1247.8,1139.48 \n",
       "  1248.01,1139.48 1248.21,1139.48 1248.41,1139.48 1248.62,1139.48 1248.82,1139.48 1249.03,1090.49 1249.23,1090.49 1249.43,1090.49 1249.64,1090.49 1249.84,1090.49 \n",
       "  1250.05,1090.49 1250.25,1139.48 1250.45,1139.48 1250.66,1139.48 1250.86,1139.48 1251.06,1139.48 1251.27,1139.48 1251.47,1139.48 1251.68,1139.48 1251.88,1139.48 \n",
       "  1252.08,1139.48 1252.29,1139.48 1252.49,1139.48 1252.7,1139.48 1252.9,1139.48 1253.1,1139.48 1253.31,1139.48 1253.51,1139.48 1253.72,1139.48 1253.92,1139.48 \n",
       "  1254.12,1139.48 1254.33,1139.48 1254.53,1139.48 1254.73,1139.48 1254.94,1139.48 1255.14,1114.98 1255.35,1041.5 1255.55,1041.5 1255.75,1384.43 1255.96,1384.43 \n",
       "  1256.16,1384.43 1256.37,1384.43 1256.57,1384.43 1256.77,1384.43 1256.98,1384.43 1257.18,1384.43 1257.38,1384.43 1257.59,1384.43 1257.79,1384.43 1258,1384.43 \n",
       "  1258.2,1384.43 1258.4,1384.43 1258.61,1384.43 1258.81,1384.43 1259.02,1384.43 1259.22,1384.43 1259.42,1384.43 1259.63,1384.43 1259.83,1384.43 1260.04,1384.43 \n",
       "  1260.24,1384.43 1260.44,1384.43 1260.65,1384.43 1260.85,1384.43 1261.05,1384.43 1261.26,1384.43 1261.46,1384.43 1261.67,1384.43 1261.87,1384.43 1262.07,1384.43 \n",
       "  1262.28,1384.43 1262.48,1384.43 1262.69,1384.43 1262.89,1384.43 1263.09,1384.43 1263.3,1384.43 1263.5,1384.43 1263.7,1384.43 1263.91,1384.43 1264.11,1384.43 \n",
       "  1264.32,1384.43 1264.52,1384.43 1264.72,1384.43 1264.93,1384.43 1265.13,1384.43 1265.34,1384.43 1265.54,1384.43 1265.74,1384.43 1265.95,1384.43 1266.15,1384.43 \n",
       "  1266.35,1384.43 1266.56,1384.43 1266.76,1384.43 1266.97,1384.43 1267.17,1384.43 1267.37,1384.43 1267.58,1384.43 1267.78,1384.43 1267.99,1384.43 1268.19,1384.43 \n",
       "  1268.39,1384.43 1268.6,1384.43 1268.8,1384.43 1269.01,1384.43 1269.21,1384.43 1269.41,1384.43 1269.62,1384.43 1269.82,1384.43 1270.02,1384.43 1270.23,1384.43 \n",
       "  1270.43,1384.43 1270.64,1384.43 1270.84,1384.43 1271.04,1384.43 1271.25,1384.43 1271.45,1384.43 1271.66,1384.43 1271.86,1384.43 1272.06,1384.43 1272.27,1384.43 \n",
       "  1272.47,1384.43 1272.67,1384.43 1272.88,1384.43 1273.08,1384.43 1273.29,1384.43 1273.49,1384.43 1273.69,1384.43 1273.9,1384.43 1274.1,1384.43 1274.31,1384.43 \n",
       "  1274.51,1384.43 1274.71,1384.43 1274.92,1384.43 1275.12,1384.43 1275.33,1384.43 1275.53,1384.43 1275.73,1359.93 1275.94,1310.94 1276.14,1237.46 1276.34,1212.96 \n",
       "  1276.55,1188.47 1276.75,1114.98 1276.96,1090.49 1277.16,1090.49 1277.36,1090.49 1277.57,1090.49 1277.77,1090.49 1277.98,1090.49 1278.18,1090.49 1278.38,1090.49 \n",
       "  1278.59,1090.49 1278.79,1090.49 1278.99,1090.49 1279.2,1090.49 1279.4,1090.49 1279.61,1090.49 1279.81,1090.49 1280.01,1090.49 1280.22,1090.49 1280.42,1090.49 \n",
       "  1280.63,1090.49 1280.83,1090.49 1281.03,1090.49 1281.24,1090.49 1281.44,1090.49 1281.65,1090.49 1281.85,1090.49 1282.05,1090.49 1282.26,1090.49 1282.46,1090.49 \n",
       "  1282.66,1090.49 1282.87,1090.49 1283.07,1090.49 1283.28,1090.49 1283.48,1090.49 1283.68,1090.49 1283.89,1090.49 1284.09,1090.49 1284.3,1090.49 1284.5,1090.49 \n",
       "  1284.7,1065.99 1284.91,1065.99 1285.11,1065.99 1285.31,1065.99 1285.52,1065.99 1285.72,1065.99 1285.93,1065.99 1286.13,1065.99 1286.33,1065.99 1286.54,1065.99 \n",
       "  1286.74,1065.99 1286.95,1065.99 1287.15,1065.99 1287.35,1090.49 1287.56,1090.49 1287.76,1090.49 1287.96,1090.49 1288.17,1090.49 1288.37,1090.49 1288.58,1090.49 \n",
       "  1288.78,1090.49 1288.98,1090.49 1289.19,1090.49 1289.39,1090.49 1289.6,1090.49 1289.8,1090.49 1290,1090.49 1290.21,1090.49 1290.41,1090.49 1290.62,1090.49 \n",
       "  1290.82,1090.49 1291.02,1090.49 1291.23,1090.49 1291.43,1090.49 1291.63,1090.49 1291.84,1090.49 1292.04,1090.49 1292.25,1090.49 1292.45,1090.49 1292.65,1090.49 \n",
       "  1292.86,1090.49 1293.06,1090.49 1293.27,1090.49 1293.47,1090.49 1293.67,1090.49 1293.88,1090.49 1294.08,1090.49 1294.28,1090.49 1294.49,1090.49 1294.69,1090.49 \n",
       "  1294.9,1090.49 1295.1,1090.49 1295.3,992.509 1295.51,992.509 1295.71,992.509 1295.92,992.509 1296.12,992.509 1296.32,992.509 1296.53,992.509 1296.73,992.509 \n",
       "  1296.94,992.509 1297.14,992.509 1297.34,870.033 1297.55,870.033 1297.75,870.033 1297.95,870.033 1298.16,870.033 1298.36,870.033 1298.57,870.033 1298.77,870.033 \n",
       "  1298.97,870.033 1299.18,870.033 1299.38,870.033 1299.59,870.033 1299.79,870.033 1299.99,870.033 1300.2,870.033 1300.4,870.033 1300.6,870.033 1300.81,870.033 \n",
       "  1301.01,870.033 1301.22,870.033 1301.42,870.033 1301.62,870.033 1301.83,870.033 1302.03,870.033 1302.24,870.033 1302.44,870.033 1302.64,870.033 1302.85,870.033 \n",
       "  1303.05,870.033 1303.25,870.033 1303.46,870.033 1303.66,870.033 1303.87,870.033 1304.07,870.033 1304.27,870.033 1304.48,870.033 1304.68,870.033 1304.89,870.033 \n",
       "  1305.09,870.033 1305.29,870.033 1305.5,870.033 1305.7,870.033 1305.91,870.033 1306.11,870.033 1306.31,919.024 1306.52,968.014 1306.72,1041.5 1306.92,1065.99 \n",
       "  1307.13,1090.49 1307.33,1163.97 1307.54,1163.97 1307.74,1163.97 1307.94,1163.97 1308.15,1163.97 1308.35,1163.97 1308.56,1163.97 1308.76,1163.97 1308.96,1163.97 \n",
       "  1309.17,1163.97 1309.37,1163.97 1309.57,1163.97 1309.78,1163.97 1309.98,1163.97 1310.19,1163.97 1310.39,1163.97 1310.59,1163.97 1310.8,1163.97 1311,1163.97 \n",
       "  1311.21,1163.97 1311.41,1163.97 1311.61,1163.97 1311.82,1163.97 1312.02,1163.97 1312.23,1163.97 1312.43,1163.97 1312.63,1163.97 1312.84,1163.97 1313.04,1163.97 \n",
       "  1313.24,1163.97 1313.45,1163.97 1313.65,1163.97 1313.86,1163.97 1314.06,1163.97 1314.26,1163.97 1314.47,1163.97 1314.67,1163.97 1314.88,1163.97 1315.08,1163.97 \n",
       "  1315.28,1163.97 1315.49,1163.97 1315.69,1163.97 1315.89,1163.97 1316.1,1163.97 1316.3,1163.97 1316.51,1163.97 1316.71,1163.97 1316.91,1163.97 1317.12,1163.97 \n",
       "  1317.32,1163.97 1317.53,1163.97 1317.73,1163.97 1317.93,1163.97 1318.14,1163.97 1318.34,1163.97 1318.54,1163.97 1318.75,1163.97 1318.95,1163.97 1319.16,1163.97 \n",
       "  1319.36,1163.97 1319.56,1163.97 1319.77,1163.97 1319.97,1163.97 1320.18,1114.98 1320.38,1114.98 1320.58,1090.49 1320.79,1090.49 1320.99,1090.49 1321.2,1090.49 \n",
       "  1321.4,1090.49 1321.6,1090.49 1321.81,1090.49 1322.01,1090.49 1322.21,1090.49 1322.42,1090.49 1322.62,1090.49 1322.83,1090.49 1323.03,1090.49 1323.23,1090.49 \n",
       "  1323.44,1090.49 1323.64,1090.49 1323.85,1090.49 1324.05,1090.49 1324.25,1090.49 1324.46,1090.49 1324.66,1090.49 1324.86,1090.49 1325.07,1090.49 1325.27,1090.49 \n",
       "  1325.48,992.509 1325.68,992.509 1325.88,1090.49 1326.09,1335.44 1326.29,1335.44 1326.5,1335.44 1326.7,1335.44 1326.9,1335.44 1327.11,1335.44 1327.31,1335.44 \n",
       "  1327.52,1335.44 1327.72,1335.44 1327.92,1335.44 1328.13,1335.44 1328.33,1335.44 1328.53,1335.44 1328.74,1335.44 1328.94,1335.44 1329.15,1335.44 1329.35,1310.94 \n",
       "  1329.55,1286.45 1329.76,1261.95 1329.96,1261.95 1330.17,1261.95 1330.37,1261.95 1330.57,1261.95 1330.78,1261.95 1330.98,1261.95 1331.18,1261.95 1331.39,1261.95 \n",
       "  1331.59,1261.95 1331.8,1261.95 1332,1261.95 1332.2,1261.95 1332.41,1261.95 1332.61,1261.95 1332.82,1261.95 1333.02,1261.95 1333.22,1261.95 1333.43,1261.95 \n",
       "  1333.63,1261.95 1333.83,1261.95 1334.04,1261.95 1334.24,1261.95 1334.45,1261.95 1334.65,1261.95 1334.85,1261.95 1335.06,1261.95 1335.26,1261.95 1335.47,1261.95 \n",
       "  1335.67,1261.95 1335.87,1261.95 1336.08,1261.95 1336.28,1261.95 1336.49,1261.95 1336.69,1261.95 1336.89,1261.95 1337.1,1261.95 1337.3,1261.95 1337.5,1261.95 \n",
       "  1337.71,1261.95 1337.91,1261.95 1338.12,1261.95 1338.32,1261.95 1338.52,1261.95 1338.73,1261.95 1338.93,1261.95 1339.14,1261.95 1339.34,1261.95 1339.54,1261.95 \n",
       "  1339.75,1261.95 1339.95,1261.95 1340.15,1261.95 1340.36,1261.95 1340.56,1261.95 1340.77,1261.95 1340.97,1261.95 1341.17,1261.95 1341.38,1237.46 1341.58,1237.46 \n",
       "  1341.79,1237.46 1341.99,1237.46 1342.19,1237.46 1342.4,1237.46 1342.6,1237.46 1342.81,1237.46 1343.01,1237.46 1343.21,1237.46 1343.42,1237.46 1343.62,1237.46 \n",
       "  1343.82,1237.46 1344.03,1237.46 1344.23,1237.46 1344.44,1237.46 1344.64,1237.46 1344.84,1237.46 1345.05,1237.46 1345.25,1237.46 1345.46,1237.46 1345.66,1188.47 \n",
       "  1345.86,1163.97 1346.07,1163.97 1346.27,1163.97 1346.47,1163.97 1346.68,1163.97 1346.88,1163.97 1347.09,1163.97 1347.29,1163.97 1347.49,1163.97 1347.7,1163.97 \n",
       "  1347.9,1163.97 1348.11,1163.97 1348.31,1163.97 1348.51,1163.97 1348.72,1163.97 1348.92,1163.97 1349.12,1139.48 1349.33,1139.48 1349.53,1114.98 1349.74,1114.98 \n",
       "  1349.94,1114.98 1350.14,1114.98 1350.35,1114.98 1350.55,1139.48 1350.76,1090.49 1350.96,1090.49 1351.16,1090.49 1351.37,1090.49 1351.57,1090.49 1351.78,1090.49 \n",
       "  1351.98,1090.49 1352.18,1090.49 1352.39,1090.49 1352.59,1090.49 1352.79,1090.49 1353,1090.49 1353.2,1090.49 1353.41,1090.49 1353.61,1017 1353.81,1017 \n",
       "  1354.02,1017 1354.22,1017 1354.43,1017 1354.63,1017 1354.83,1017 1355.04,1017 1355.24,1017 1355.44,1017 1355.65,1017 1355.85,1017 \n",
       "  1356.06,919.024 1356.26,919.024 1356.46,919.024 1356.67,919.024 1356.87,919.024 1357.08,919.024 1357.28,1139.48 1357.48,1139.48 1357.69,1139.48 1357.89,1139.48 \n",
       "  1358.1,1139.48 1358.3,1139.48 1358.5,1139.48 1358.71,1139.48 1358.91,1139.48 1359.11,1139.48 1359.32,1139.48 1359.52,1139.48 1359.73,1163.97 1359.93,1188.47 \n",
       "  1360.13,1212.96 1360.34,1212.96 1360.54,1212.96 1360.75,1163.97 1360.95,1163.97 1361.15,1163.97 1361.36,1163.97 1361.56,1163.97 1361.76,1163.97 1361.97,1163.97 \n",
       "  1362.17,1163.97 1362.38,1163.97 1362.58,1163.97 1362.78,1163.97 1362.99,1163.97 1363.19,1163.97 1363.4,1163.97 1363.6,1163.97 1363.8,1163.97 1364.01,1163.97 \n",
       "  1364.21,1163.97 1364.41,1163.97 1364.62,1163.97 1364.82,1163.97 1365.03,1163.97 1365.23,1163.97 1365.43,1163.97 1365.64,1163.97 1365.84,1090.49 1366.05,1065.99 \n",
       "  1366.25,1065.99 1366.45,1065.99 1366.66,1065.99 1366.86,1065.99 1367.07,1065.99 1367.27,1065.99 1367.47,1065.99 1367.68,1065.99 1367.88,1065.99 1368.08,1065.99 \n",
       "  1368.29,1065.99 1368.49,1065.99 1368.7,1065.99 1368.9,1065.99 1369.1,1065.99 1369.31,1065.99 1369.51,1065.99 1369.72,1065.99 1369.92,1065.99 1370.12,1065.99 \n",
       "  1370.33,1065.99 1370.53,1065.99 1370.73,1065.99 1370.94,1065.99 1371.14,1065.99 1371.35,1065.99 1371.55,1065.99 1371.75,1065.99 1371.96,1065.99 1372.16,992.509 \n",
       "  1372.37,919.024 1372.57,894.528 1372.77,796.548 1372.98,747.558 1373.18,747.558 1373.39,723.063 1373.59,625.083 1373.79,625.083 1374,625.083 1374.2,625.083 \n",
       "  1374.4,625.083 1374.61,625.083 1374.81,625.083 1375.02,625.083 1375.22,625.083 1375.42,625.083 1375.63,625.083 1375.83,625.083 1376.04,625.083 1376.24,649.578 \n",
       "  1376.44,649.578 1376.65,649.578 1376.85,649.578 1377.05,649.578 1377.26,649.578 1377.46,649.578 1377.67,600.588 1377.87,576.093 1378.07,576.093 1378.28,502.607 \n",
       "  1378.48,478.112 1378.69,478.112 1378.89,478.112 1379.09,478.112 1379.3,478.112 1379.5,478.112 1379.71,478.112 1379.91,478.112 1380.11,478.112 1380.32,478.112 \n",
       "  1380.52,453.617 1380.72,453.617 1380.93,453.617 1381.13,453.617 1381.34,527.102 1381.54,527.102 1381.74,527.102 1381.95,527.102 1382.15,527.102 1382.36,527.102 \n",
       "  1382.56,527.102 1382.76,527.102 1382.97,527.102 1383.17,527.102 1383.37,502.607 1383.58,453.617 1383.78,453.617 1383.99,380.132 1384.19,429.122 1384.39,429.122 \n",
       "  1384.6,429.122 1384.8,429.122 1385.01,429.122 1385.21,429.122 1385.41,429.122 1385.62,429.122 1385.82,429.122 1386.02,429.122 1386.23,429.122 1386.43,429.122 \n",
       "  1386.64,429.122 1386.84,429.122 1387.04,429.122 1387.25,429.122 1387.45,429.122 1387.66,429.122 1387.86,429.122 1388.06,429.122 1388.27,429.122 1388.47,429.122 \n",
       "  1388.68,429.122 1388.88,429.122 1389.08,429.122 1389.29,429.122 1389.49,429.122 1389.69,429.122 1389.9,429.122 1390.1,429.122 1390.31,429.122 1390.51,429.122 \n",
       "  1390.71,429.122 1390.92,429.122 1391.12,429.122 1391.33,478.112 1391.53,478.112 1391.73,453.617 1391.94,453.617 1392.14,453.617 1392.34,453.617 1392.55,453.617 \n",
       "  1392.75,453.617 1392.96,453.617 1393.16,453.617 1393.36,453.617 1393.57,453.617 1393.77,453.617 1393.98,453.617 1394.18,453.617 1394.38,453.617 1394.59,453.617 \n",
       "  1394.79,453.617 1395,453.617 1395.2,453.617 1395.4,453.617 1395.61,453.617 1395.81,453.617 1396.01,453.617 1396.22,453.617 1396.42,551.598 1396.63,551.598 \n",
       "  1396.83,551.598 1397.03,551.598 1397.24,551.598 1397.44,551.598 1397.65,527.102 1397.85,527.102 1398.05,502.607 1398.26,478.112 1398.46,478.112 1398.66,478.112 \n",
       "  1398.87,478.112 1399.07,478.112 1399.28,478.112 1399.48,478.112 1399.68,478.112 1399.89,478.112 1400.09,478.112 1400.3,478.112 1400.5,478.112 1400.7,478.112 \n",
       "  1400.91,772.053 1401.11,772.053 1401.31,772.053 1401.52,772.053 1401.72,772.053 1401.93,772.053 1402.13,772.053 1402.33,772.053 1402.54,796.548 1402.74,870.033 \n",
       "  1402.95,943.519 1403.15,968.014 1403.35,1065.99 1403.56,1114.98 1403.76,1114.98 1403.97,1139.48 1404.17,1212.96 1404.37,1212.96 1404.58,1212.96 1404.78,1212.96 \n",
       "  1404.98,1212.96 1405.19,1212.96 1405.39,1212.96 1405.6,1212.96 1405.8,1212.96 1406,1212.96 1406.21,1212.96 1406.41,1212.96 1406.62,1212.96 1406.82,1212.96 \n",
       "  1407.02,1212.96 1407.23,1212.96 1407.43,1212.96 1407.63,1212.96 1407.84,1212.96 1408.04,1212.96 1408.25,1212.96 1408.45,1212.96 1408.65,1212.96 1408.86,1212.96 \n",
       "  1409.06,1212.96 1409.27,1212.96 1409.47,1212.96 1409.67,1212.96 1409.88,1212.96 1410.08,1212.96 1410.29,1212.96 1410.49,1212.96 1410.69,1212.96 1410.9,1237.46 \n",
       "  1411.1,1237.46 1411.3,1237.46 1411.51,1237.46 1411.71,1237.46 1411.92,1237.46 1412.12,1237.46 1412.32,1237.46 1412.53,1237.46 1412.73,1237.46 1412.94,1237.46 \n",
       "  1413.14,1237.46 1413.34,1237.46 1413.55,1163.97 1413.75,1139.48 1413.95,1114.98 1414.16,1114.98 1414.36,1114.98 1414.57,1114.98 1414.77,1114.98 1414.97,1114.98 \n",
       "  1415.18,1114.98 1415.38,1114.98 1415.59,1114.98 1415.79,1114.98 1415.99,1114.98 1416.2,1114.98 1416.4,1114.98 1416.6,1114.98 1416.81,1114.98 1417.01,1114.98 \n",
       "  1417.22,1114.98 1417.42,1090.49 1417.62,1090.49 1417.83,1090.49 1418.03,1090.49 1418.24,1090.49 1418.44,1090.49 1418.64,1090.49 1418.85,1090.49 1419.05,1090.49 \n",
       "  1419.26,1090.49 1419.46,1090.49 1419.66,1090.49 1419.87,1090.49 1420.07,1090.49 1420.27,1090.49 1420.48,1090.49 1420.68,1090.49 1420.89,1090.49 1421.09,1090.49 \n",
       "  1421.29,1090.49 1421.5,1090.49 1421.7,1090.49 1421.91,1090.49 1422.11,1090.49 1422.31,1090.49 1422.52,1090.49 1422.72,1090.49 1422.92,1090.49 1423.13,1090.49 \n",
       "  1423.33,1090.49 1423.54,1090.49 1423.74,1090.49 1423.94,1090.49 1424.15,1090.49 1424.35,1090.49 1424.56,1090.49 1424.76,1090.49 1424.96,1090.49 1425.17,1090.49 \n",
       "  1425.37,1017 1425.58,968.014 1425.78,894.528 1425.98,894.528 1426.19,870.033 1426.39,870.033 1426.59,870.033 1426.8,870.033 1427,845.538 1427.21,845.538 \n",
       "  1427.41,845.538 1427.61,845.538 1427.82,845.538 1428.02,845.538 1428.23,894.528 1428.43,894.528 1428.63,919.024 1428.84,919.024 1429.04,919.024 1429.24,919.024 \n",
       "  1429.45,919.024 1429.65,919.024 1429.86,919.024 1430.06,919.024 1430.26,919.024 1430.47,919.024 1430.67,919.024 1430.88,919.024 1431.08,870.033 1431.28,821.043 \n",
       "  1431.49,796.548 1431.69,796.548 1431.89,796.548 1432.1,796.548 1432.3,796.548 1432.51,796.548 1432.71,796.548 1432.91,796.548 1433.12,796.548 1433.32,796.548 \n",
       "  1433.53,796.548 1433.73,796.548 1433.93,796.548 1434.14,796.548 1434.34,796.548 1434.55,796.548 1434.75,796.548 1434.95,796.548 1435.16,698.568 1435.36,674.073 \n",
       "  1435.56,674.073 1435.77,674.073 1435.97,674.073 1436.18,674.073 1436.38,674.073 1436.58,674.073 1436.79,674.073 1436.99,674.073 1437.2,674.073 1437.4,674.073 \n",
       "  1437.6,674.073 1437.81,674.073 1438.01,674.073 1438.21,674.073 1438.42,674.073 1438.62,674.073 1438.83,674.073 1439.03,674.073 1439.23,674.073 1439.44,674.073 \n",
       "  1439.64,674.073 1439.85,674.073 1440.05,674.073 1440.25,674.073 1440.46,674.073 1440.66,674.073 1440.87,674.073 1441.07,674.073 1441.27,674.073 1441.48,674.073 \n",
       "  1441.68,674.073 1441.88,674.073 1442.09,674.073 1442.29,674.073 1442.5,674.073 1442.7,674.073 1442.9,674.073 1443.11,674.073 1443.31,674.073 1443.52,674.073 \n",
       "  1443.72,674.073 1443.92,698.568 1444.13,772.053 1444.33,772.053 1444.53,821.043 1444.74,870.033 1444.94,870.033 1445.15,870.033 1445.35,870.033 1445.55,870.033 \n",
       "  1445.76,870.033 1445.96,870.033 1446.17,870.033 1446.37,870.033 1446.57,870.033 1446.78,870.033 1446.98,870.033 1447.18,870.033 1447.39,821.043 1447.59,747.558 \n",
       "  1447.8,723.063 1448,747.558 1448.2,698.568 1448.41,698.568 1448.61,698.568 1448.82,698.568 1449.02,698.568 1449.22,698.568 1449.43,698.568 1449.63,698.568 \n",
       "  1449.84,698.568 1450.04,698.568 1450.24,698.568 1450.45,698.568 1450.65,698.568 1450.85,698.568 1451.06,698.568 1451.26,698.568 1451.47,698.568 1451.67,698.568 \n",
       "  1451.87,698.568 1452.08,698.568 1452.28,698.568 1452.49,698.568 1452.69,698.568 1452.89,698.568 1453.1,698.568 1453.3,698.568 1453.5,698.568 1453.71,698.568 \n",
       "  1453.91,698.568 1454.12,698.568 1454.32,698.568 1454.52,698.568 1454.73,698.568 1454.93,698.568 1455.14,698.568 1455.34,698.568 1455.54,698.568 1455.75,698.568 \n",
       "  1455.95,796.548 1456.16,845.538 1456.36,919.024 1456.56,919.024 1456.77,919.024 1456.97,919.024 1457.17,919.024 1457.38,919.024 1457.58,943.519 1457.79,943.519 \n",
       "  1457.99,943.519 1458.19,943.519 1458.4,943.519 1458.6,943.519 1458.81,943.519 1459.01,943.519 1459.21,943.519 1459.42,943.519 1459.62,943.519 1459.82,943.519 \n",
       "  1460.03,943.519 1460.23,943.519 1460.44,943.519 1460.64,943.519 1460.84,943.519 1461.05,943.519 1461.25,943.519 1461.46,943.519 1461.66,1017 1461.86,1065.99 \n",
       "  1462.07,1065.99 1462.27,1065.99 1462.47,1065.99 1462.68,1065.99 1462.88,1065.99 1463.09,1065.99 1463.29,1065.99 1463.49,1065.99 1463.7,1065.99 1463.9,1065.99 \n",
       "  1464.11,1065.99 1464.31,1065.99 1464.51,1065.99 1464.72,1065.99 1464.92,1065.99 1465.13,1041.5 1465.33,1017 1465.53,1041.5 1465.74,1139.48 1465.94,1139.48 \n",
       "  1466.14,1139.48 1466.35,1139.48 1466.55,1139.48 1466.76,1139.48 1466.96,1139.48 1467.16,1139.48 1467.37,1139.48 1467.57,1139.48 1467.78,1139.48 1467.98,1139.48 \n",
       "  1468.18,1139.48 1468.39,1139.48 1468.59,1139.48 1468.79,1139.48 1469,1139.48 1469.2,1139.48 1469.41,1139.48 1469.61,1139.48 1469.81,1139.48 1470.02,1139.48 \n",
       "  1470.22,1139.48 1470.43,1139.48 1470.63,1139.48 1470.83,1139.48 1471.04,1139.48 1471.24,1139.48 1471.45,1139.48 1471.65,1139.48 1471.85,1139.48 1472.06,1139.48 \n",
       "  1472.26,1139.48 1472.46,1139.48 1472.67,1139.48 1472.87,1139.48 1473.08,1139.48 1473.28,1139.48 1473.48,1139.48 1473.69,1139.48 1473.89,1139.48 1474.1,1139.48 \n",
       "  1474.3,1139.48 1474.5,1139.48 1474.71,1139.48 1474.91,1139.48 1475.11,1139.48 1475.32,1139.48 1475.52,1139.48 1475.73,1139.48 1475.93,1139.48 1476.13,1090.49 \n",
       "  1476.34,1065.99 1476.54,1065.99 1476.75,1065.99 1476.95,1065.99 1477.15,1065.99 1477.36,1065.99 1477.56,1065.99 1477.77,1090.49 1477.97,1139.48 1478.17,1212.96 \n",
       "  1478.38,1212.96 1478.58,1237.46 1478.78,1261.95 1478.99,1261.95 1479.19,1261.95 1479.4,1261.95 1479.6,1261.95 1479.8,1261.95 1480.01,1261.95 1480.21,1261.95 \n",
       "  1480.42,1261.95 1480.62,1261.95 1480.82,1261.95 1481.03,1212.96 1481.23,1212.96 1481.43,1188.47 1481.64,1188.47 1481.84,1139.48 1482.05,1139.48 1482.25,1114.98 \n",
       "  1482.45,1114.98 1482.66,1114.98 1482.86,1114.98 1483.07,1114.98 1483.27,1114.98 1483.47,1114.98 1483.68,1114.98 1483.88,1114.98 1484.08,1114.98 1484.29,1114.98 \n",
       "  1484.49,1114.98 1484.7,1114.98 1484.9,1114.98 1485.1,1114.98 1485.31,1114.98 1485.51,1065.99 1485.72,1065.99 1485.92,1065.99 1486.12,1065.99 1486.33,1065.99 \n",
       "  1486.53,1065.99 1486.74,1065.99 1486.94,1017 1487.14,1017 1487.35,1017 1487.55,1017 1487.75,1017 1487.96,1017 1488.16,1017 1488.37,1017 \n",
       "  1488.57,1017 1488.77,1017 1488.98,1017 1489.18,1017 1489.39,1261.95 1489.59,1261.95 1489.79,1261.95 1490,1261.95 1490.2,1261.95 1490.4,1261.95 \n",
       "  1490.61,1261.95 1490.81,1261.95 1491.02,1261.95 1491.22,1261.95 1491.42,1261.95 1491.63,1261.95 1491.83,1261.95 1492.04,1261.95 1492.24,1261.95 1492.44,1261.95 \n",
       "  1492.65,1261.95 1492.85,1261.95 1493.06,1261.95 1493.26,1261.95 1493.46,1261.95 1493.67,1261.95 1493.87,1261.95 1494.07,1261.95 1494.28,1261.95 1494.48,1261.95 \n",
       "  1494.69,1261.95 1494.89,1261.95 1495.09,1261.95 1495.3,1261.95 1495.5,1261.95 1495.71,1261.95 1495.91,1261.95 1496.11,1261.95 1496.32,1261.95 1496.52,1261.95 \n",
       "  1496.72,1261.95 1496.93,1261.95 1497.13,1261.95 1497.34,1261.95 1497.54,1261.95 1497.74,1261.95 1497.95,1261.95 1498.15,1261.95 1498.36,1261.95 1498.56,1261.95 \n",
       "  1498.76,1261.95 1498.97,1261.95 1499.17,1261.95 1499.37,1261.95 1499.58,1261.95 1499.78,1261.95 1499.99,1261.95 1500.19,1261.95 1500.39,1261.95 1500.6,1261.95 \n",
       "  1500.8,1261.95 1501.01,1261.95 1501.21,1261.95 1501.41,1261.95 1501.62,1261.95 1501.82,1261.95 1502.03,1261.95 1502.23,1261.95 1502.43,1261.95 1502.64,1261.95 \n",
       "  1502.84,1261.95 1503.04,1261.95 1503.25,1261.95 1503.45,1261.95 1503.66,1261.95 1503.86,1261.95 1504.06,1261.95 1504.27,1261.95 1504.47,1261.95 1504.68,1261.95 \n",
       "  1504.88,1261.95 1505.08,1261.95 1505.29,1261.95 1505.49,1261.95 1505.69,1261.95 1505.9,1261.95 1506.1,1261.95 1506.31,1261.95 1506.51,1261.95 1506.71,1261.95 \n",
       "  1506.92,1261.95 1507.12,1237.46 1507.33,1163.97 1507.53,1090.49 1507.73,1041.5 1507.94,1041.5 1508.14,1041.5 1508.35,1041.5 1508.55,1041.5 1508.75,1041.5 \n",
       "  1508.96,1041.5 1509.16,1041.5 1509.36,1041.5 1509.57,1041.5 1509.77,1041.5 1509.98,1041.5 1510.18,1041.5 1510.38,1041.5 1510.59,1041.5 1510.79,1041.5 \n",
       "  1511,1041.5 1511.2,1041.5 1511.4,1041.5 1511.61,1065.99 1511.81,1065.99 1512.01,1065.99 1512.22,1065.99 1512.42,1065.99 1512.63,1065.99 1512.83,1065.99 \n",
       "  1513.03,1065.99 1513.24,1065.99 1513.44,1065.99 1513.65,1065.99 1513.85,1065.99 1514.05,1065.99 1514.26,1065.99 1514.46,1065.99 1514.66,1065.99 1514.87,1065.99 \n",
       "  1515.07,1065.99 1515.28,1065.99 1515.48,1065.99 1515.68,1065.99 1515.89,1041.5 1516.09,1090.49 1516.3,1090.49 1516.5,1090.49 1516.7,1090.49 1516.91,1090.49 \n",
       "  1517.11,1090.49 1517.32,1114.98 1517.52,1139.48 1517.72,1139.48 1517.93,1139.48 1518.13,1139.48 1518.33,1139.48 1518.54,1139.48 1518.74,1139.48 1518.95,1139.48 \n",
       "  1519.15,1139.48 1519.35,1139.48 1519.56,1139.48 1519.76,1139.48 1519.97,1139.48 1520.17,1139.48 1520.37,1139.48 1520.58,1139.48 1520.78,1139.48 1520.98,1139.48 \n",
       "  1521.19,1139.48 1521.39,1139.48 1521.6,1139.48 1521.8,1139.48 1522,1139.48 1522.21,1139.48 1522.41,1139.48 1522.62,1139.48 1522.82,1139.48 1523.02,1139.48 \n",
       "  1523.23,1139.48 1523.43,1139.48 1523.64,1139.48 1523.84,1139.48 1524.04,1139.48 1524.25,1139.48 1524.45,1139.48 1524.65,1139.48 1524.86,1139.48 1525.06,1139.48 \n",
       "  1525.27,1114.98 1525.47,1114.98 1525.67,1114.98 1525.88,1114.98 1526.08,1114.98 1526.29,1114.98 1526.49,1114.98 1526.69,1114.98 1526.9,1114.98 1527.1,1114.98 \n",
       "  1527.3,1114.98 1527.51,1114.98 1527.71,1114.98 1527.92,1114.98 1528.12,1114.98 1528.32,1114.98 1528.53,1114.98 1528.73,1114.98 1528.94,1114.98 1529.14,1114.98 \n",
       "  1529.34,1114.98 1529.55,1114.98 1529.75,1114.98 1529.95,1114.98 1530.16,1114.98 1530.36,1114.98 1530.57,1114.98 1530.77,1114.98 1530.97,1114.98 1531.18,1114.98 \n",
       "  1531.38,1114.98 1531.59,1114.98 1531.79,1114.98 1531.99,1114.98 1532.2,1114.98 1532.4,1114.98 1532.61,1114.98 1532.81,1114.98 1533.01,1090.49 1533.22,1017 \n",
       "  1533.42,1017 1533.62,1017 1533.83,1017 1534.03,1017 1534.24,1017 1534.44,1017 1534.64,1017 1534.85,1017 1535.05,1017 1535.26,1017 \n",
       "  1535.46,1017 1535.66,1017 1535.87,1017 1536.07,1017 1536.27,1017 1536.48,1017 1536.68,1017 1536.89,1017 1537.09,1017 1537.29,1017 \n",
       "  1537.5,1017 1537.7,1065.99 1537.91,1139.48 1538.11,1212.96 1538.31,1237.46 1538.52,1237.46 1538.72,1237.46 1538.93,1237.46 1539.13,1237.46 1539.33,1237.46 \n",
       "  1539.54,1237.46 1539.74,1237.46 1539.94,1237.46 1540.15,1163.97 1540.35,1139.48 1540.56,1114.98 1540.76,1114.98 1540.96,1114.98 1541.17,1114.98 1541.37,1114.98 \n",
       "  1541.58,1114.98 1541.78,1114.98 1541.98,1114.98 1542.19,1114.98 1542.39,1114.98 1542.59,1114.98 1542.8,1114.98 1543,1114.98 1543.21,1114.98 1543.41,1114.98 \n",
       "  1543.61,1114.98 1543.82,1114.98 1544.02,1114.98 1544.23,1114.98 1544.43,1114.98 1544.63,1114.98 1544.84,1114.98 1545.04,1114.98 1545.24,1114.98 1545.45,1114.98 \n",
       "  1545.65,1114.98 1545.86,1114.98 1546.06,1114.98 1546.26,1114.98 1546.47,1139.48 1546.67,1261.95 1546.88,1261.95 1547.08,1261.95 1547.28,1261.95 1547.49,1261.95 \n",
       "  1547.69,1261.95 1547.9,1261.95 1548.1,1261.95 1548.3,1261.95 1548.51,1261.95 1548.71,1261.95 1548.91,1261.95 1549.12,1261.95 1549.32,1261.95 1549.53,1261.95 \n",
       "  1549.73,1261.95 1549.93,1237.46 1550.14,1237.46 1550.34,1237.46 1550.55,1237.46 1550.75,1237.46 1550.95,1237.46 1551.16,1237.46 1551.36,1163.97 1551.56,1163.97 \n",
       "  1551.77,1163.97 1551.97,1163.97 1552.18,1163.97 1552.38,1163.97 1552.58,1163.97 1552.79,1163.97 1552.99,1163.97 1553.2,1163.97 1553.4,1163.97 1553.6,1163.97 \n",
       "  1553.81,1163.97 1554.01,1163.97 1554.22,1163.97 1554.42,1163.97 1554.62,1163.97 1554.83,1163.97 1555.03,1163.97 1555.23,1163.97 1555.44,1114.98 1555.64,1090.49 \n",
       "  1555.85,1065.99 1556.05,1041.5 1556.25,1041.5 1556.46,1041.5 1556.66,1041.5 1556.87,1041.5 1557.07,1041.5 1557.27,1041.5 1557.48,1041.5 1557.68,1041.5 \n",
       "  1557.88,1041.5 1558.09,1041.5 1558.29,1041.5 1558.5,1041.5 1558.7,1041.5 1558.9,1041.5 1559.11,1041.5 1559.31,1041.5 1559.52,1041.5 1559.72,1041.5 \n",
       "  1559.92,1041.5 1560.13,1041.5 1560.33,1041.5 1560.54,1041.5 1560.74,1041.5 1560.94,968.014 1561.15,943.519 1561.35,943.519 1561.55,943.519 1561.76,943.519 \n",
       "  1561.96,943.519 1562.17,870.033 1562.37,821.043 1562.57,772.053 1562.78,747.558 1562.98,747.558 1563.19,747.558 1563.39,747.558 1563.59,747.558 1563.8,747.558 \n",
       "  1564,747.558 1564.2,747.558 1564.41,747.558 1564.61,747.558 1564.82,747.558 1565.02,747.558 1565.22,747.558 1565.43,747.558 1565.63,747.558 1565.84,747.558 \n",
       "  1566.04,747.558 1566.24,747.558 1566.45,747.558 1566.65,747.558 1566.85,747.558 1567.06,747.558 1567.26,747.558 1567.47,747.558 1567.67,747.558 1567.87,747.558 \n",
       "  1568.08,747.558 1568.28,747.558 1568.49,747.558 1568.69,747.558 1568.89,747.558 1569.1,747.558 1569.3,747.558 1569.51,747.558 1569.71,747.558 1569.91,747.558 \n",
       "  1570.12,747.558 1570.32,747.558 1570.52,772.053 1570.73,845.538 1570.93,870.033 1571.14,870.033 1571.34,870.033 1571.54,870.033 1571.75,870.033 1571.95,870.033 \n",
       "  1572.16,870.033 1572.36,870.033 1572.56,870.033 1572.77,870.033 1572.97,870.033 1573.17,870.033 1573.38,870.033 1573.58,870.033 1573.79,870.033 1573.99,870.033 \n",
       "  1574.19,870.033 1574.4,870.033 1574.6,870.033 1574.81,870.033 1575.01,870.033 1575.21,870.033 1575.42,870.033 1575.62,870.033 1575.83,870.033 1576.03,870.033 \n",
       "  1576.23,870.033 1576.44,870.033 1576.64,870.033 1576.84,870.033 1577.05,821.043 1577.25,821.043 1577.46,821.043 1577.66,821.043 1577.86,821.043 1578.07,821.043 \n",
       "  1578.27,821.043 1578.48,821.043 1578.68,821.043 1578.88,821.043 1579.09,821.043 1579.29,821.043 1579.49,821.043 1579.7,821.043 1579.9,821.043 1580.11,821.043 \n",
       "  1580.31,845.538 1580.51,845.538 1580.72,821.043 1580.92,796.548 1581.13,772.053 1581.33,772.053 1581.53,698.568 1581.74,625.083 1581.94,674.073 1582.14,625.083 \n",
       "  1582.35,625.083 1582.55,625.083 1582.76,625.083 1582.96,625.083 1583.16,625.083 1583.37,625.083 1583.57,625.083 1583.78,625.083 1583.98,625.083 1584.18,625.083 \n",
       "  1584.39,625.083 1584.59,625.083 1584.8,625.083 1585,625.083 1585.2,625.083 1585.41,625.083 1585.61,625.083 1585.81,649.578 1586.02,698.568 1586.22,723.063 \n",
       "  1586.43,723.063 1586.63,674.073 1586.83,674.073 1587.04,674.073 1587.24,674.073 1587.45,674.073 1587.65,674.073 1587.85,674.073 1588.06,674.073 1588.26,674.073 \n",
       "  1588.46,674.073 1588.67,674.073 1588.87,674.073 1589.08,674.073 1589.28,674.073 1589.48,674.073 1589.69,674.073 1589.89,674.073 1590.1,674.073 1590.3,674.073 \n",
       "  1590.5,674.073 1590.71,674.073 1590.91,674.073 1591.12,674.073 1591.32,674.073 1591.52,772.053 1591.73,772.053 1591.93,772.053 1592.13,772.053 1592.34,772.053 \n",
       "  1592.54,772.053 1592.75,870.033 1592.95,919.024 1593.15,968.014 1593.36,968.014 1593.56,968.014 1593.77,968.014 1593.97,968.014 1594.17,968.014 1594.38,968.014 \n",
       "  1594.58,968.014 1594.78,968.014 1594.99,968.014 1595.19,968.014 1595.4,968.014 1595.6,968.014 1595.8,968.014 1596.01,968.014 1596.21,968.014 1596.42,1335.44 \n",
       "  1596.62,1335.44 1596.82,1335.44 1597.03,1335.44 1597.23,1335.44 1597.43,1335.44 1597.64,1335.44 1597.84,1335.44 1598.05,1335.44 1598.25,1335.44 1598.45,1335.44 \n",
       "  1598.66,1335.44 1598.86,1335.44 1599.07,1335.44 1599.27,1310.94 1599.47,1286.45 1599.68,1286.45 1599.88,1286.45 1600.09,1286.45 1600.29,1261.95 1600.49,1237.46 \n",
       "  1600.7,1237.46 1600.9,1237.46 1601.1,1237.46 1601.31,1237.46 1601.51,1237.46 1601.72,1237.46 1601.92,1237.46 1602.12,1237.46 1602.33,1237.46 1602.53,1237.46 \n",
       "  1602.74,1237.46 1602.94,1237.46 1603.14,1237.46 1603.35,1237.46 1603.55,1237.46 1603.75,1237.46 1603.96,1237.46 1604.16,1237.46 1604.37,1237.46 1604.57,1237.46 \n",
       "  1604.77,1237.46 1604.98,1212.96 1605.18,1212.96 1605.39,1212.96 1605.59,1212.96 1605.79,1212.96 1606,1212.96 1606.2,1212.96 1606.41,1212.96 1606.61,1212.96 \n",
       "  1606.81,1212.96 1607.02,1212.96 1607.22,1212.96 1607.42,1212.96 1607.63,1261.95 1607.83,1261.95 1608.04,1261.95 1608.24,1261.95 1608.44,1261.95 1608.65,1261.95 \n",
       "  1608.85,1261.95 1609.06,1261.95 1609.26,1261.95 1609.46,1261.95 1609.67,1261.95 1609.87,1261.95 1610.07,1261.95 1610.28,1261.95 1610.48,1261.95 1610.69,1261.95 \n",
       "  1610.89,1261.95 1611.09,1261.95 1611.3,1261.95 1611.5,1261.95 1611.71,1261.95 1611.91,1261.95 1612.11,1261.95 1612.32,1261.95 1612.52,1261.95 1612.72,1261.95 \n",
       "  1612.93,1261.95 1613.13,1261.95 1613.34,1261.95 1613.54,1261.95 1613.74,1261.95 1613.95,1261.95 1614.15,1261.95 1614.36,1261.95 1614.56,1261.95 1614.76,1261.95 \n",
       "  1614.97,1261.95 1615.17,1261.95 1615.38,1286.45 1615.58,1286.45 1615.78,1286.45 1615.99,1286.45 1616.19,1286.45 1616.39,1286.45 1616.6,1286.45 1616.8,1286.45 \n",
       "  1617.01,1286.45 1617.21,1286.45 1617.41,1286.45 1617.62,1286.45 1617.82,1286.45 1618.03,1286.45 1618.23,1286.45 1618.43,1286.45 1618.64,1286.45 1618.84,1286.45 \n",
       "  1619.04,1286.45 1619.25,1286.45 1619.45,1286.45 1619.66,1286.45 1619.86,1286.45 1620.06,1286.45 1620.27,1286.45 1620.47,1286.45 1620.68,1286.45 1620.88,1286.45 \n",
       "  1621.08,1286.45 1621.29,1286.45 1621.49,1286.45 1621.7,1286.45 1621.9,1286.45 1622.1,1286.45 1622.31,1286.45 1622.51,1286.45 1622.71,1286.45 1622.92,1286.45 \n",
       "  1623.12,1286.45 1623.33,1286.45 1623.53,1286.45 1623.73,1286.45 1623.94,1261.95 1624.14,1261.95 1624.35,1237.46 1624.55,1188.47 1624.75,1188.47 1624.96,1188.47 \n",
       "  1625.16,1188.47 1625.36,1188.47 1625.57,1188.47 1625.77,1188.47 1625.98,1188.47 1626.18,1188.47 1626.38,1188.47 1626.59,1188.47 1626.79,1188.47 1627,1188.47 \n",
       "  1627.2,1188.47 1627.4,1188.47 1627.61,1188.47 1627.81,1188.47 1628.01,1188.47 1628.22,1188.47 1628.42,1188.47 1628.63,1188.47 1628.83,1188.47 1629.03,1188.47 \n",
       "  1629.24,1188.47 1629.44,1188.47 1629.65,1188.47 1629.85,1237.46 1630.05,1237.46 1630.26,1237.46 1630.46,1237.46 1630.67,1237.46 1630.87,1286.45 1631.07,1286.45 \n",
       "  1631.28,1286.45 1631.48,1286.45 1631.68,1286.45 1631.89,1286.45 1632.09,1286.45 1632.3,1286.45 1632.5,1286.45 1632.7,1286.45 1632.91,1286.45 1633.11,1286.45 \n",
       "  1633.32,1286.45 1633.52,1286.45 1633.72,1286.45 1633.93,1286.45 1634.13,1286.45 1634.33,1286.45 1634.54,1286.45 1634.74,1286.45 1634.95,1286.45 1635.15,1286.45 \n",
       "  1635.35,1286.45 1635.56,1286.45 1635.76,1261.95 1635.97,1212.96 1636.17,1090.49 1636.37,1041.5 1636.58,1041.5 1636.78,1041.5 1636.99,1041.5 1637.19,1041.5 \n",
       "  1637.39,1041.5 1637.6,1041.5 1637.8,1041.5 1638,1041.5 1638.21,1041.5 1638.41,1041.5 1638.62,1041.5 1638.82,1041.5 1639.02,1041.5 1639.23,1041.5 \n",
       "  1639.43,1041.5 1639.64,1041.5 1639.84,1041.5 1640.04,1041.5 1640.25,1041.5 1640.45,992.509 1640.65,992.509 1640.86,992.509 1641.06,992.509 1641.27,992.509 \n",
       "  1641.47,992.509 1641.67,992.509 1641.88,992.509 1642.08,992.509 1642.29,992.509 1642.49,992.509 1642.69,992.509 1642.9,992.509 1643.1,992.509 1643.3,992.509 \n",
       "  1643.51,992.509 1643.71,992.509 1643.92,992.509 1644.12,992.509 1644.32,992.509 1644.53,992.509 1644.73,992.509 1644.94,992.509 1645.14,992.509 1645.34,992.509 \n",
       "  1645.55,992.509 1645.75,992.509 1645.96,992.509 1646.16,992.509 1646.36,992.509 1646.57,992.509 1646.77,992.509 1646.97,992.509 1647.18,992.509 1647.38,992.509 \n",
       "  1647.59,992.509 1647.79,992.509 1647.99,992.509 1648.2,992.509 1648.4,992.509 1648.61,992.509 1648.81,992.509 1649.01,992.509 1649.22,992.509 1649.42,992.509 \n",
       "  1649.62,992.509 1649.83,992.509 1650.03,992.509 1650.24,992.509 1650.44,992.509 1650.64,992.509 1650.85,992.509 1651.05,992.509 1651.26,992.509 1651.46,992.509 \n",
       "  1651.66,992.509 1651.87,992.509 1652.07,992.509 1652.28,992.509 1652.48,992.509 1652.68,992.509 1652.89,992.509 1653.09,992.509 1653.29,992.509 1653.5,992.509 \n",
       "  1653.7,992.509 1653.91,992.509 1654.11,992.509 1654.31,1017 1654.52,1017 1654.72,1041.5 1654.93,1065.99 1655.13,1090.49 1655.33,1090.49 1655.54,1090.49 \n",
       "  1655.74,1090.49 1655.94,1090.49 1656.15,1090.49 1656.35,1090.49 1656.56,1090.49 1656.76,1090.49 1656.96,1065.99 1657.17,992.509 1657.37,968.014 1657.58,968.014 \n",
       "  1657.78,968.014 1657.98,968.014 1658.19,968.014 1658.39,968.014 1658.6,968.014 1658.8,968.014 1659,968.014 1659.21,968.014 1659.41,968.014 1659.61,968.014 \n",
       "  1659.82,968.014 1660.02,968.014 1660.23,968.014 1660.43,968.014 1660.63,968.014 1660.84,968.014 1661.04,968.014 1661.25,968.014 1661.45,968.014 1661.65,968.014 \n",
       "  1661.86,968.014 1662.06,968.014 1662.26,968.014 1662.47,968.014 1662.67,968.014 1662.88,968.014 1663.08,968.014 1663.28,1090.49 1663.49,1090.49 1663.69,1090.49 \n",
       "  1663.9,1090.49 1664.1,1090.49 1664.3,1090.49 1664.51,1090.49 1664.71,1090.49 1664.91,1090.49 1665.12,1090.49 1665.32,1090.49 1665.53,1090.49 1665.73,1090.49 \n",
       "  1665.93,1090.49 1666.14,1090.49 1666.34,1139.48 1666.55,1188.47 1666.75,1310.94 1666.95,1335.44 1667.16,1335.44 1667.36,1335.44 1667.57,1335.44 1667.77,1335.44 \n",
       "  1667.97,1335.44 1668.18,1335.44 1668.38,1335.44 1668.58,1335.44 1668.79,1335.44 1668.99,1335.44 1669.2,1335.44 1669.4,1335.44 1669.6,1335.44 1669.81,1335.44 \n",
       "  1670.01,1335.44 1670.22,1335.44 1670.42,1335.44 1670.62,1335.44 1670.83,1359.93 1671.03,1384.43 1671.23,1384.43 1671.44,1384.43 1671.64,1384.43 1671.85,1384.43 \n",
       "  1672.05,1384.43 1672.25,1384.43 1672.46,1384.43 1672.66,1384.43 1672.87,1384.43 1673.07,1384.43 1673.27,1384.43 1673.48,1384.43 1673.68,1384.43 1673.89,1384.43 \n",
       "  1674.09,1384.43 1674.29,1384.43 1674.5,1384.43 1674.7,1384.43 1674.9,1384.43 1675.11,1384.43 1675.31,1384.43 1675.52,1384.43 1675.72,1384.43 1675.92,1384.43 \n",
       "  1676.13,1384.43 1676.33,1384.43 1676.54,1384.43 1676.74,1384.43 1676.94,1384.43 1677.15,1384.43 1677.35,1384.43 1677.55,1384.43 1677.76,1384.43 1677.96,1384.43 \n",
       "  1678.17,1384.43 1678.37,1384.43 1678.57,1384.43 1678.78,1384.43 1678.98,1384.43 1679.19,1384.43 1679.39,1384.43 1679.59,1384.43 1679.8,1384.43 1680,1384.43 \n",
       "  1680.2,1384.43 1680.41,1384.43 1680.61,1384.43 1680.82,1384.43 1681.02,1384.43 1681.22,1384.43 1681.43,1384.43 1681.63,1384.43 1681.84,1384.43 1682.04,1384.43 \n",
       "  1682.24,1384.43 1682.45,1384.43 1682.65,1384.43 1682.86,1384.43 1683.06,1384.43 1683.26,1384.43 1683.47,1384.43 1683.67,1384.43 1683.87,1384.43 1684.08,1384.43 \n",
       "  1684.28,1384.43 1684.49,1384.43 1684.69,1384.43 1684.89,1384.43 1685.1,1384.43 1685.3,1384.43 1685.51,1384.43 1685.71,1384.43 1685.91,1384.43 1686.12,1384.43 \n",
       "  1686.32,1384.43 1686.52,1384.43 1686.73,1384.43 1686.93,1384.43 1687.14,1384.43 1687.34,1384.43 1687.54,1384.43 1687.75,1384.43 1687.95,1384.43 1688.16,1384.43 \n",
       "  1688.36,1384.43 1688.56,1384.43 1688.77,1384.43 1688.97,1384.43 1689.18,1384.43 1689.38,1384.43 1689.58,1384.43 1689.79,1384.43 1689.99,1384.43 1690.19,1384.43 \n",
       "  1690.4,1384.43 1690.6,1384.43 1690.81,1384.43 1691.01,1384.43 1691.21,1384.43 1691.42,1384.43 1691.62,1384.43 1691.83,1384.43 1692.03,1384.43 1692.23,1384.43 \n",
       "  1692.44,1384.43 1692.64,1384.43 1692.84,1384.43 1693.05,1384.43 1693.25,1384.43 1693.46,1384.43 1693.66,1384.43 1693.86,1384.43 1694.07,1384.43 1694.27,1384.43 \n",
       "  1694.48,1384.43 1694.68,1384.43 1694.88,1384.43 1695.09,1384.43 1695.29,1384.43 1695.49,1384.43 1695.7,1384.43 1695.9,1384.43 1696.11,1384.43 1696.31,1384.43 \n",
       "  1696.51,1384.43 1696.72,1384.43 1696.92,1384.43 1697.13,1384.43 1697.33,1384.43 1697.53,1384.43 1697.74,1384.43 1697.94,1384.43 1698.15,1384.43 1698.35,1384.43 \n",
       "  1698.55,1384.43 1698.76,1384.43 1698.96,1384.43 1699.16,1384.43 1699.37,1384.43 1699.57,1384.43 1699.78,1384.43 1699.98,1384.43 1700.18,1384.43 1700.39,1384.43 \n",
       "  1700.59,1384.43 1700.8,1384.43 1701,1384.43 1701.2,1335.44 1701.41,1335.44 1701.61,1335.44 1701.81,1335.44 1702.02,1310.94 1702.22,1310.94 1702.43,1310.94 \n",
       "  1702.63,1310.94 1702.83,1310.94 1703.04,1310.94 1703.24,1310.94 1703.45,1310.94 1703.65,1310.94 1703.85,1310.94 1704.06,1310.94 1704.26,1310.94 1704.47,1310.94 \n",
       "  1704.67,1310.94 1704.87,1310.94 1705.08,1310.94 1705.28,1310.94 1705.48,1310.94 1705.69,1310.94 1705.89,1310.94 1706.1,1310.94 1706.3,1310.94 1706.5,1310.94 \n",
       "  1706.71,1310.94 1706.91,1310.94 1707.12,1310.94 1707.32,1310.94 1707.52,1310.94 1707.73,1310.94 1707.93,1310.94 1708.13,1310.94 1708.34,1310.94 1708.54,1310.94 \n",
       "  1708.75,1310.94 1708.95,1310.94 1709.15,1310.94 1709.36,1310.94 1709.56,1310.94 1709.77,1310.94 1709.97,1310.94 1710.17,1310.94 1710.38,1310.94 1710.58,1310.94 \n",
       "  1710.78,1310.94 1710.99,1310.94 1711.19,1310.94 1711.4,1310.94 1711.6,1310.94 1711.8,1310.94 1712.01,1310.94 1712.21,1310.94 1712.42,1310.94 1712.62,1310.94 \n",
       "  1712.82,1310.94 1713.03,1310.94 1713.23,1310.94 1713.44,1310.94 1713.64,1310.94 1713.84,1310.94 1714.05,1310.94 1714.25,1310.94 1714.45,1310.94 1714.66,1310.94 \n",
       "  1714.86,1310.94 1715.07,1310.94 1715.27,1310.94 1715.47,1310.94 1715.68,1310.94 1715.88,1310.94 1716.09,1310.94 1716.29,1310.94 1716.49,1310.94 1716.7,1310.94 \n",
       "  1716.9,1310.94 1717.1,1310.94 1717.31,1310.94 1717.51,1310.94 1717.72,1310.94 1717.92,1310.94 1718.12,1310.94 1718.33,1286.45 1718.53,1286.45 1718.74,1286.45 \n",
       "  1718.94,1286.45 1719.14,1286.45 1719.35,1286.45 1719.55,1286.45 1719.76,1286.45 1719.96,1286.45 1720.16,1286.45 1720.37,1286.45 1720.57,1286.45 1720.77,1286.45 \n",
       "  1720.98,1212.96 1721.18,1065.99 1721.39,1041.5 1721.59,1041.5 1721.79,1041.5 1722,1041.5 1722.2,1041.5 1722.41,1041.5 1722.61,1041.5 1722.81,1041.5 \n",
       "  1723.02,1041.5 1723.22,1041.5 1723.42,1041.5 1723.63,1041.5 1723.83,1041.5 1724.04,1041.5 1724.24,1041.5 1724.44,1041.5 1724.65,1041.5 1724.85,1041.5 \n",
       "  1725.06,1041.5 1725.26,1041.5 1725.46,1041.5 1725.67,1041.5 1725.87,1041.5 1726.07,1041.5 1726.28,1041.5 1726.48,1041.5 1726.69,1041.5 1726.89,1041.5 \n",
       "  1727.09,1041.5 1727.3,1237.46 1727.5,1237.46 1727.71,1237.46 1727.91,1237.46 1728.11,1237.46 1728.32,1237.46 1728.52,1237.46 1728.73,1237.46 1728.93,1139.48 \n",
       "  1729.13,1041.5 1729.34,919.024 1729.54,919.024 1729.74,894.528 1729.95,845.538 1730.15,821.043 1730.36,747.558 1730.56,747.558 1730.76,747.558 1730.97,747.558 \n",
       "  1731.17,747.558 1731.38,747.558 1731.58,747.558 1731.78,747.558 1731.99,747.558 1732.19,747.558 1732.39,747.558 1732.6,723.063 1732.8,723.063 1733.01,723.063 \n",
       "  1733.21,723.063 1733.41,723.063 1733.62,723.063 1733.82,723.063 1734.03,723.063 1734.23,723.063 1734.43,723.063 1734.64,723.063 1734.84,723.063 1735.05,723.063 \n",
       "  1735.25,723.063 1735.45,723.063 1735.66,723.063 1735.86,723.063 1736.06,723.063 1736.27,723.063 1736.47,723.063 1736.68,723.063 1736.88,723.063 1737.08,723.063 \n",
       "  1737.29,723.063 1737.49,723.063 1737.7,723.063 1737.9,723.063 1738.1,723.063 1738.31,723.063 1738.51,723.063 1738.71,723.063 1738.92,723.063 1739.12,698.568 \n",
       "  1739.33,698.568 1739.53,698.568 1739.73,698.568 1739.94,698.568 1740.14,698.568 1740.35,698.568 1740.55,698.568 1740.75,698.568 1740.96,698.568 1741.16,698.568 \n",
       "  1741.37,698.568 1741.57,698.568 1741.77,698.568 1741.98,698.568 1742.18,698.568 1742.38,698.568 1742.59,698.568 1742.79,698.568 1743,698.568 1743.2,698.568 \n",
       "  1743.4,698.568 1743.61,698.568 1743.81,698.568 1744.02,698.568 1744.22,698.568 1744.42,698.568 1744.63,698.568 1744.83,698.568 1745.03,698.568 1745.24,698.568 \n",
       "  1745.44,698.568 1745.65,698.568 1745.85,698.568 1746.05,698.568 1746.26,698.568 1746.46,698.568 1746.67,698.568 1746.87,698.568 1747.07,698.568 1747.28,698.568 \n",
       "  1747.48,698.568 1747.68,698.568 1747.89,698.568 1748.09,698.568 1748.3,698.568 1748.5,698.568 1748.7,698.568 1748.91,698.568 1749.11,698.568 1749.32,698.568 \n",
       "  1749.52,698.568 1749.72,698.568 1749.93,698.568 1750.13,698.568 1750.34,698.568 1750.54,698.568 1750.74,698.568 1750.95,698.568 1751.15,698.568 1751.35,698.568 \n",
       "  1751.56,772.053 1751.76,845.538 1751.97,845.538 1752.17,845.538 1752.37,845.538 1752.58,845.538 1752.78,845.538 1752.99,845.538 1753.19,845.538 1753.39,845.538 \n",
       "  1753.6,845.538 1753.8,845.538 1754,845.538 1754.21,845.538 1754.41,845.538 1754.62,845.538 1754.82,845.538 1755.02,845.538 1755.23,845.538 1755.43,845.538 \n",
       "  1755.64,845.538 1755.84,845.538 1756.04,845.538 1756.25,845.538 1756.45,845.538 1756.66,821.043 1756.86,821.043 1757.06,821.043 1757.27,821.043 1757.47,821.043 \n",
       "  1757.67,821.043 1757.88,821.043 1758.08,821.043 1758.29,821.043 1758.49,821.043 1758.69,821.043 1758.9,821.043 1759.1,821.043 1759.31,845.538 1759.51,943.519 \n",
       "  1759.71,1041.5 1759.92,1163.97 1760.12,1163.97 1760.32,1188.47 1760.53,1237.46 1760.73,1261.95 1760.94,1286.45 1761.14,1286.45 1761.34,1286.45 1761.55,1286.45 \n",
       "  1761.75,1286.45 1761.96,1286.45 1762.16,1286.45 1762.36,1286.45 1762.57,1286.45 1762.77,1286.45 1762.97,1286.45 1763.18,1310.94 1763.38,1310.94 1763.59,1310.94 \n",
       "  1763.79,1310.94 1763.99,1310.94 1764.2,1310.94 1764.4,1310.94 1764.61,1310.94 1764.81,1310.94 1765.01,1310.94 1765.22,1310.94 1765.42,1310.94 1765.63,1310.94 \n",
       "  1765.83,1310.94 1766.03,1310.94 1766.24,1310.94 1766.44,1310.94 1766.64,1310.94 1766.85,1310.94 1767.05,1310.94 1767.26,1310.94 1767.46,1310.94 1767.66,1310.94 \n",
       "  1767.87,1310.94 1768.07,1310.94 1768.28,1310.94 1768.48,1310.94 1768.68,1310.94 1768.89,1310.94 1769.09,1310.94 1769.29,1310.94 1769.5,1310.94 1769.7,1335.44 \n",
       "  1769.91,1335.44 1770.11,1335.44 1770.31,1335.44 1770.52,1335.44 1770.72,1335.44 1770.93,1335.44 1771.13,1335.44 1771.33,1335.44 1771.54,1335.44 1771.74,1335.44 \n",
       "  1771.95,1335.44 1772.15,1335.44 1772.35,1335.44 1772.56,1335.44 1772.76,1335.44 1772.96,1335.44 1773.17,1335.44 1773.37,1335.44 1773.58,1335.44 1773.78,1335.44 \n",
       "  1773.98,1335.44 1774.19,1335.44 1774.39,1335.44 1774.6,1335.44 1774.8,1335.44 1775,1335.44 1775.21,1359.93 1775.41,1359.93 1775.61,1359.93 1775.82,1359.93 \n",
       "  1776.02,1359.93 1776.23,1359.93 1776.43,1359.93 1776.63,1359.93 1776.84,1359.93 1777.04,1359.93 1777.25,1359.93 1777.45,1359.93 1777.65,1359.93 1777.86,1335.44 \n",
       "  1778.06,1261.95 1778.26,1261.95 1778.47,1261.95 1778.67,1261.95 1778.88,1261.95 1779.08,1261.95 1779.28,1261.95 1779.49,1261.95 1779.69,1261.95 1779.9,1261.95 \n",
       "  1780.1,1261.95 1780.3,1261.95 1780.51,1261.95 1780.71,1261.95 1780.92,1261.95 1781.12,1261.95 1781.32,1261.95 1781.53,1261.95 1781.73,1261.95 1781.93,1261.95 \n",
       "  1782.14,1261.95 1782.34,1261.95 1782.55,1261.95 1782.75,1237.46 1782.95,1212.96 1783.16,1139.48 1783.36,1139.48 1783.57,1139.48 1783.77,1139.48 1783.97,1139.48 \n",
       "  1784.18,1139.48 1784.38,1139.48 1784.58,1139.48 1784.79,1139.48 1784.99,1139.48 1785.2,1139.48 1785.4,1139.48 1785.6,1139.48 1785.81,1139.48 1786.01,1139.48 \n",
       "  1786.22,1139.48 1786.42,1139.48 1786.62,1139.48 1786.83,1139.48 1787.03,1139.48 1787.24,1163.97 1787.44,1163.97 1787.64,1163.97 1787.85,1163.97 1788.05,1163.97 \n",
       "  1788.25,1163.97 1788.46,1163.97 1788.66,1163.97 1788.87,1163.97 1789.07,1163.97 1789.27,1163.97 1789.48,1163.97 1789.68,1139.48 1789.89,1114.98 1790.09,1114.98 \n",
       "  1790.29,1114.98 1790.5,1114.98 1790.7,1114.98 1790.9,1114.98 1791.11,1114.98 1791.31,1090.49 1791.52,1090.49 1791.72,1090.49 1791.92,1090.49 1792.13,1090.49 \n",
       "  1792.33,1090.49 1792.54,1090.49 1792.74,1090.49 1792.94,1090.49 1793.15,1090.49 1793.35,1090.49 1793.55,1090.49 1793.76,1090.49 1793.96,1090.49 1794.17,1090.49 \n",
       "  1794.37,1090.49 1794.57,1090.49 1794.78,1090.49 1794.98,1090.49 1795.19,1090.49 1795.39,1090.49 1795.59,1090.49 1795.8,1090.49 1796,1090.49 1796.21,1090.49 \n",
       "  1796.41,1090.49 1796.61,1090.49 1796.82,1090.49 1797.02,1090.49 1797.22,1090.49 1797.43,1090.49 1797.63,1090.49 1797.84,1090.49 1798.04,1090.49 1798.24,1090.49 \n",
       "  1798.45,1090.49 1798.65,1090.49 1798.86,1090.49 1799.06,1090.49 1799.26,1090.49 1799.47,1090.49 1799.67,1090.49 1799.87,1090.49 1800.08,1090.49 1800.28,1090.49 \n",
       "  1800.49,1090.49 1800.69,1090.49 1800.89,1090.49 1801.1,1090.49 1801.3,1090.49 1801.51,1090.49 1801.71,1090.49 1801.91,1090.49 1802.12,1090.49 1802.32,1090.49 \n",
       "  1802.53,1090.49 1802.73,1090.49 1802.93,1065.99 1803.14,1017 1803.34,1017 1803.54,1261.95 1803.75,1261.95 1803.95,1261.95 1804.16,1261.95 1804.36,1261.95 \n",
       "  1804.56,1261.95 1804.77,1261.95 1804.97,1261.95 1805.18,1261.95 1805.38,1261.95 1805.58,1261.95 1805.79,1261.95 1805.99,1261.95 1806.19,1261.95 1806.4,1261.95 \n",
       "  1806.6,1261.95 1806.81,1261.95 1807.01,1261.95 1807.21,1261.95 1807.42,1261.95 1807.62,1261.95 1807.83,1261.95 1808.03,1261.95 1808.23,1261.95 1808.44,1261.95 \n",
       "  1808.64,1261.95 1808.84,1261.95 1809.05,1261.95 1809.25,1261.95 1809.46,1261.95 1809.66,1261.95 1809.86,1261.95 1810.07,1261.95 1810.27,1261.95 1810.48,1261.95 \n",
       "  1810.68,1261.95 1810.88,1261.95 1811.09,1261.95 1811.29,1261.95 1811.5,1261.95 1811.7,1261.95 1811.9,1261.95 1812.11,1261.95 1812.31,1261.95 1812.51,1261.95 \n",
       "  1812.72,1261.95 1812.92,1261.95 1813.13,1261.95 1813.33,1261.95 1813.53,1261.95 1813.74,1261.95 1813.94,1261.95 1814.15,1261.95 1814.35,1261.95 1814.55,1261.95 \n",
       "  1814.76,1261.95 1814.96,1261.95 1815.16,1261.95 1815.37,1261.95 1815.57,1261.95 1815.78,1261.95 1815.98,1261.95 1816.18,1261.95 1816.39,1261.95 1816.59,1212.96 \n",
       "  1816.8,1188.47 1817,1188.47 1817.2,1188.47 1817.41,1188.47 1817.61,1188.47 1817.82,1188.47 1818.02,1188.47 1818.22,1188.47 1818.43,1163.97 1818.63,1139.48 \n",
       "  1818.83,1139.48 1819.04,1139.48 1819.24,1139.48 1819.45,1139.48 1819.65,1139.48 1819.85,1139.48 1820.06,1163.97 1820.26,1188.47 1820.47,1188.47 1820.67,1188.47 \n",
       "  1820.87,1188.47 1821.08,1188.47 1821.28,1188.47 1821.48,1188.47 1821.69,1188.47 1821.89,1188.47 1822.1,1188.47 1822.3,1188.47 1822.5,1188.47 1822.71,1188.47 \n",
       "  1822.91,1188.47 1823.12,1188.47 1823.32,1188.47 1823.52,1188.47 1823.73,1188.47 1823.93,1188.47 1824.13,1188.47 1824.34,1188.47 1824.54,1188.47 1824.75,1188.47 \n",
       "  1824.95,1188.47 1825.15,1188.47 1825.36,1188.47 1825.56,1188.47 1825.77,1188.47 1825.97,1188.47 1826.17,1188.47 1826.38,1188.47 1826.58,1188.47 1826.79,1188.47 \n",
       "  1826.99,1188.47 1827.19,1188.47 1827.4,1188.47 1827.6,1188.47 1827.8,1188.47 1828.01,1188.47 1828.21,1188.47 1828.42,1188.47 1828.62,1188.47 1828.82,1188.47 \n",
       "  1829.03,1188.47 1829.23,1188.47 1829.44,1188.47 1829.64,1188.47 1829.84,1188.47 1830.05,1188.47 1830.25,1188.47 1830.45,1188.47 1830.66,1188.47 1830.86,1188.47 \n",
       "  1831.07,1188.47 1831.27,1188.47 1831.47,1188.47 1831.68,1188.47 1831.88,1188.47 1832.09,1188.47 1832.29,1188.47 1832.49,1188.47 1832.7,1188.47 1832.9,1188.47 \n",
       "  1833.11,1188.47 1833.31,1188.47 1833.51,1237.46 1833.72,1261.95 1833.92,1261.95 1834.12,1261.95 1834.33,1261.95 1834.53,1261.95 1834.74,1261.95 1834.94,1261.95 \n",
       "  1835.14,1261.95 1835.35,1261.95 1835.55,1261.95 1835.76,1261.95 1835.96,1237.46 1836.16,1237.46 1836.37,1237.46 1836.57,1237.46 1836.77,1237.46 1836.98,1237.46 \n",
       "  1837.18,1237.46 1837.39,1237.46 1837.59,1237.46 1837.79,1237.46 1838,1237.46 1838.2,1237.46 1838.41,1237.46 1838.61,1237.46 1838.81,1237.46 1839.02,1237.46 \n",
       "  1839.22,1237.46 1839.43,1237.46 1839.63,1237.46 1839.83,1237.46 1840.04,1237.46 1840.24,1237.46 1840.44,1237.46 1840.65,1237.46 1840.85,1237.46 1841.06,1237.46 \n",
       "  1841.26,1237.46 1841.46,1237.46 1841.67,1237.46 1841.87,1237.46 1842.08,1237.46 1842.28,1237.46 1842.48,1237.46 1842.69,1237.46 1842.89,1237.46 1843.09,1237.46 \n",
       "  1843.3,1237.46 1843.5,1212.96 1843.71,1212.96 1843.91,1212.96 1844.11,1212.96 1844.32,1212.96 1844.52,1212.96 1844.73,1212.96 1844.93,1188.47 1845.13,1114.98 \n",
       "  1845.34,1090.49 1845.54,1065.99 1845.74,1065.99 1845.95,1065.99 1846.15,1065.99 1846.36,1065.99 1846.56,1065.99 1846.76,1065.99 1846.97,1065.99 1847.17,1139.48 \n",
       "  1847.38,1139.48 1847.58,1139.48 1847.78,1139.48 1847.99,1237.46 1848.19,1237.46 1848.4,1237.46 1848.6,1237.46 1848.8,1237.46 1849.01,1237.46 1849.21,1237.46 \n",
       "  1849.41,1212.96 1849.62,1212.96 1849.82,1212.96 1850.03,1212.96 1850.23,1212.96 1850.43,1212.96 1850.64,1212.96 1850.84,1212.96 1851.05,1212.96 1851.25,1212.96 \n",
       "  1851.45,1188.47 1851.66,1090.49 1851.86,1041.5 1852.06,1017 1852.27,992.509 1852.47,992.509 1852.68,992.509 1852.88,992.509 1853.08,992.509 1853.29,992.509 \n",
       "  1853.49,992.509 1853.7,992.509 1853.9,992.509 1854.1,992.509 1854.31,992.509 1854.51,992.509 1854.72,992.509 1854.92,992.509 1855.12,992.509 1855.33,992.509 \n",
       "  1855.53,992.509 1855.73,968.014 1855.94,943.519 1856.14,943.519 1856.35,943.519 1856.55,943.519 1856.75,943.519 1856.96,943.519 1857.16,919.024 1857.37,894.528 \n",
       "  1857.57,894.528 1857.77,894.528 1857.98,894.528 1858.18,894.528 1858.38,894.528 1858.59,894.528 1858.79,870.033 1859,870.033 1859.2,870.033 1859.4,870.033 \n",
       "  1859.61,870.033 1859.81,870.033 1860.02,870.033 1860.22,845.538 1860.42,845.538 1860.63,845.538 1860.83,845.538 1861.03,845.538 1861.24,845.538 1861.44,845.538 \n",
       "  1861.65,845.538 1861.85,845.538 1862.05,845.538 1862.26,845.538 1862.46,845.538 1862.67,845.538 1862.87,845.538 1863.07,845.538 1863.28,845.538 1863.48,845.538 \n",
       "  1863.69,845.538 1863.89,845.538 1864.09,845.538 1864.3,845.538 1864.5,845.538 1864.7,845.538 1864.91,845.538 1865.11,845.538 1865.32,845.538 1865.52,845.538 \n",
       "  1865.72,845.538 1865.93,845.538 1866.13,845.538 1866.34,845.538 1866.54,845.538 1866.74,845.538 1866.95,845.538 1867.15,845.538 1867.35,845.538 1867.56,845.538 \n",
       "  1867.76,845.538 1867.97,845.538 1868.17,845.538 1868.37,845.538 1868.58,845.538 1868.78,845.538 1868.99,845.538 1869.19,845.538 1869.39,845.538 1869.6,845.538 \n",
       "  1869.8,845.538 1870.01,845.538 1870.21,845.538 1870.41,845.538 1870.62,845.538 1870.82,845.538 1871.02,845.538 1871.23,845.538 1871.43,845.538 1871.64,845.538 \n",
       "  1871.84,845.538 1872.04,845.538 1872.25,845.538 1872.45,845.538 1872.66,845.538 1872.86,845.538 1873.06,845.538 1873.27,845.538 1873.47,845.538 1873.67,845.538 \n",
       "  1873.88,845.538 1874.08,821.043 1874.29,821.043 1874.49,821.043 1874.69,821.043 1874.9,821.043 1875.1,821.043 1875.31,821.043 1875.51,845.538 1875.71,919.024 \n",
       "  1875.92,943.519 1876.12,943.519 1876.32,1359.93 1876.53,1335.44 1876.73,1335.44 1876.94,1335.44 1877.14,1335.44 1877.34,1335.44 1877.55,1335.44 1877.75,1335.44 \n",
       "  1877.96,1335.44 1878.16,1335.44 1878.36,1335.44 1878.57,1335.44 1878.77,1335.44 1878.98,1335.44 1879.18,1335.44 1879.38,1335.44 1879.59,1335.44 1879.79,1335.44 \n",
       "  1879.99,1335.44 1880.2,1335.44 1880.4,1335.44 1880.61,1335.44 1880.81,1335.44 1881.01,1335.44 1881.22,1286.45 1881.42,1237.46 1881.63,1212.96 1881.83,1212.96 \n",
       "  1882.03,1163.97 1882.24,1163.97 1882.44,1041.5 1882.64,992.509 1882.85,870.033 1883.05,870.033 1883.26,870.033 1883.46,870.033 1883.66,870.033 1883.87,870.033 \n",
       "  1884.07,870.033 1884.28,870.033 1884.48,870.033 1884.68,870.033 1884.89,870.033 1885.09,870.033 1885.3,870.033 1885.5,870.033 1885.7,870.033 1885.91,870.033 \n",
       "  1886.11,870.033 1886.31,870.033 1886.52,870.033 1886.72,870.033 1886.93,870.033 1887.13,870.033 1887.33,870.033 1887.54,870.033 1887.74,870.033 1887.95,870.033 \n",
       "  1888.15,870.033 1888.35,870.033 1888.56,870.033 1888.76,870.033 1888.96,870.033 1889.17,870.033 1889.37,870.033 1889.58,870.033 1889.78,870.033 1889.98,870.033 \n",
       "  1890.19,870.033 1890.39,870.033 1890.6,870.033 1890.8,870.033 1891,870.033 1891.21,870.033 1891.41,870.033 1891.61,870.033 1891.82,870.033 1892.02,870.033 \n",
       "  1892.23,870.033 1892.43,870.033 1892.63,870.033 1892.84,870.033 1893.04,870.033 1893.25,870.033 1893.45,870.033 1893.65,870.033 1893.86,870.033 1894.06,870.033 \n",
       "  1894.27,870.033 1894.47,870.033 1894.67,870.033 1894.88,870.033 1895.08,870.033 1895.28,870.033 1895.49,870.033 1895.69,870.033 1895.9,870.033 1896.1,870.033 \n",
       "  1896.3,870.033 1896.51,870.033 1896.71,870.033 1896.92,870.033 1897.12,870.033 1897.32,870.033 1897.53,870.033 1897.73,870.033 1897.93,870.033 1898.14,870.033 \n",
       "  1898.34,870.033 1898.55,870.033 1898.75,870.033 1898.95,870.033 1899.16,870.033 1899.36,870.033 1899.57,870.033 1899.77,870.033 1899.97,870.033 1900.18,870.033 \n",
       "  1900.38,870.033 1900.59,870.033 1900.79,870.033 1900.99,870.033 1901.2,870.033 1901.4,870.033 1901.6,870.033 1901.81,870.033 1902.01,870.033 1902.22,870.033 \n",
       "  1902.42,870.033 1902.62,870.033 1902.83,870.033 1903.03,870.033 1903.24,870.033 1903.44,870.033 1903.64,870.033 1903.85,870.033 1904.05,870.033 1904.25,870.033 \n",
       "  1904.46,870.033 1904.66,870.033 1904.87,870.033 1905.07,870.033 1905.27,870.033 1905.48,870.033 1905.68,870.033 1905.89,894.528 1906.09,894.528 1906.29,870.033 \n",
       "  1906.5,845.538 1906.7,845.538 1906.9,870.033 1907.11,796.548 1907.31,772.053 1907.52,772.053 1907.72,772.053 1907.92,747.558 1908.13,723.063 1908.33,723.063 \n",
       "  1908.54,723.063 1908.74,723.063 1908.94,723.063 1909.15,723.063 1909.35,723.063 1909.56,723.063 1909.76,723.063 1909.96,723.063 1910.17,723.063 1910.37,723.063 \n",
       "  1910.57,723.063 1910.78,723.063 1910.98,723.063 1911.19,723.063 1911.39,723.063 1911.59,723.063 1911.8,796.548 1912,845.538 1912.21,870.033 1912.41,870.033 \n",
       "  1912.61,919.024 1912.82,919.024 1913.02,1041.5 1913.22,1090.49 1913.43,1188.47 1913.63,1188.47 1913.84,1188.47 1914.04,1188.47 1914.24,1188.47 1914.45,1188.47 \n",
       "  1914.65,1188.47 1914.86,1188.47 1915.06,1188.47 1915.26,1188.47 1915.47,1188.47 1915.67,1188.47 1915.88,1188.47 1916.08,1188.47 1916.28,1188.47 1916.49,1188.47 \n",
       "  1916.69,1188.47 1916.89,1188.47 1917.1,1188.47 1917.3,1188.47 1917.51,1188.47 1917.71,1188.47 1917.91,1188.47 1918.12,1188.47 1918.32,1188.47 1918.53,1188.47 \n",
       "  1918.73,1188.47 1918.93,1188.47 1919.14,1188.47 1919.34,1188.47 1919.54,1188.47 1919.75,1188.47 1919.95,1188.47 1920.16,1188.47 1920.36,1188.47 1920.56,1188.47 \n",
       "  1920.77,1188.47 1920.97,1188.47 1921.18,1188.47 1921.38,1188.47 1921.58,1188.47 1921.79,1188.47 1921.99,1139.48 1922.19,1114.98 1922.4,1065.99 1922.6,1065.99 \n",
       "  1922.81,968.014 1923.01,845.538 1923.21,796.548 1923.42,772.053 1923.62,772.053 1923.83,772.053 1924.03,772.053 1924.23,772.053 1924.44,772.053 1924.64,772.053 \n",
       "  1924.85,772.053 1925.05,772.053 1925.25,772.053 1925.46,772.053 1925.66,772.053 1925.86,772.053 1926.07,772.053 1926.27,772.053 1926.48,772.053 1926.68,772.053 \n",
       "  1926.88,772.053 1927.09,772.053 1927.29,772.053 1927.5,772.053 1927.7,772.053 1927.9,772.053 1928.11,772.053 1928.31,772.053 1928.51,772.053 1928.72,772.053 \n",
       "  1928.92,772.053 1929.13,772.053 1929.33,772.053 1929.53,772.053 1929.74,772.053 1929.94,772.053 1930.15,772.053 1930.35,772.053 1930.55,772.053 1930.76,772.053 \n",
       "  1930.96,772.053 1931.17,772.053 1931.37,772.053 1931.57,1139.48 1931.78,1139.48 1931.98,1139.48 1932.18,1139.48 1932.39,1065.99 1932.59,968.014 1932.8,943.519 \n",
       "  1933,943.519 1933.2,943.519 1933.41,943.519 1933.61,943.519 1933.82,943.519 1934.02,943.519 1934.22,943.519 1934.43,943.519 1934.63,943.519 1934.83,943.519 \n",
       "  1935.04,943.519 1935.24,870.033 1935.45,870.033 1935.65,870.033 1935.85,870.033 1936.06,870.033 1936.26,870.033 1936.47,870.033 1936.67,870.033 1936.87,919.024 \n",
       "  1937.08,919.024 1937.28,919.024 1937.49,943.519 1937.69,1017 1937.89,1017 1938.1,1017 1938.3,1017 1938.5,1065.99 1938.71,1065.99 1938.91,1065.99 \n",
       "  1939.12,1065.99 1939.32,1065.99 1939.52,1065.99 1939.73,1065.99 1939.93,1065.99 1940.14,1065.99 1940.34,1065.99 1940.54,1065.99 1940.75,1065.99 1940.95,1065.99 \n",
       "  1941.15,1065.99 1941.36,1065.99 1941.56,1065.99 1941.77,1065.99 1941.97,1065.99 1942.17,1065.99 1942.38,1065.99 1942.58,1065.99 1942.79,1065.99 1942.99,1065.99 \n",
       "  1943.19,1065.99 1943.4,1065.99 1943.6,1065.99 1943.8,1065.99 1944.01,1065.99 1944.21,1065.99 1944.42,1065.99 1944.62,1065.99 1944.82,1065.99 1945.03,1065.99 \n",
       "  1945.23,1065.99 1945.44,1065.99 1945.64,1065.99 1945.84,1065.99 1946.05,1065.99 1946.25,1065.99 1946.46,1065.99 1946.66,1065.99 1946.86,1065.99 1947.07,1065.99 \n",
       "  1947.27,1065.99 1947.47,1065.99 1947.68,1065.99 1947.88,1065.99 1948.09,1065.99 1948.29,1065.99 1948.49,1065.99 1948.7,1065.99 1948.9,1065.99 1949.11,1065.99 \n",
       "  1949.31,1065.99 1949.51,1065.99 1949.72,1065.99 1949.92,1065.99 1950.12,1017 1950.33,968.014 1950.53,919.024 1950.74,894.528 1950.94,870.033 1951.14,870.033 \n",
       "  1951.35,870.033 1951.55,870.033 1951.76,870.033 1951.96,870.033 1952.16,870.033 1952.37,870.033 1952.57,870.033 1952.78,870.033 1952.98,870.033 1953.18,870.033 \n",
       "  1953.39,919.024 1953.59,919.024 1953.79,919.024 1954,919.024 1954.2,919.024 1954.41,919.024 1954.61,919.024 1954.81,919.024 1955.02,919.024 1955.22,919.024 \n",
       "  1955.43,919.024 1955.63,919.024 1955.83,919.024 1956.04,919.024 1956.24,919.024 1956.44,919.024 1956.65,919.024 1956.85,919.024 1957.06,919.024 1957.26,919.024 \n",
       "  1957.46,919.024 1957.67,919.024 1957.87,919.024 1958.08,919.024 1958.28,919.024 1958.48,919.024 1958.69,919.024 1958.89,919.024 1959.09,919.024 1959.3,919.024 \n",
       "  1959.5,919.024 1959.71,919.024 1959.91,919.024 1960.11,870.033 1960.32,821.043 1960.52,821.043 1960.73,821.043 1960.93,821.043 1961.13,821.043 1961.34,821.043 \n",
       "  1961.54,821.043 1961.75,821.043 1961.95,821.043 1962.15,821.043 1962.36,821.043 1962.56,821.043 1962.76,845.538 1962.97,919.024 1963.17,1017 1963.38,1017 \n",
       "  1963.58,1017 1963.78,1017 1963.99,1017 1964.19,1017 1964.4,1017 1964.6,1017 1964.8,1017 1965.01,1017 1965.21,1017 1965.41,1017 \n",
       "  1965.62,1017 1965.82,1090.49 1966.03,1090.49 1966.23,1090.49 1966.43,1090.49 1966.64,1090.49 1966.84,1090.49 1967.05,1090.49 1967.25,1090.49 1967.45,1090.49 \n",
       "  1967.66,1090.49 1967.86,1090.49 1968.07,1090.49 1968.27,1090.49 1968.47,1090.49 1968.68,1090.49 1968.88,1090.49 1969.08,1090.49 1969.29,1090.49 1969.49,1090.49 \n",
       "  1969.7,1090.49 1969.9,1090.49 1970.1,1090.49 1970.31,1090.49 1970.51,1090.49 1970.72,1090.49 1970.92,1090.49 1971.12,1090.49 1971.33,1090.49 1971.53,1090.49 \n",
       "  1971.73,1090.49 1971.94,1090.49 1972.14,1090.49 1972.35,1090.49 1972.55,1090.49 1972.75,1090.49 1972.96,1090.49 1973.16,1090.49 1973.37,1090.49 1973.57,1065.99 \n",
       "  1973.77,992.509 1973.98,992.509 1974.18,992.509 1974.38,992.509 1974.59,992.509 1974.79,992.509 1975,992.509 1975.2,992.509 1975.4,992.509 1975.61,992.509 \n",
       "  1975.81,992.509 1976.02,992.509 1976.22,992.509 1976.42,992.509 1976.63,992.509 1976.83,992.509 1977.04,992.509 1977.24,992.509 1977.44,992.509 1977.65,992.509 \n",
       "  1977.85,992.509 1978.05,992.509 1978.26,992.509 1978.46,992.509 1978.67,992.509 1978.87,992.509 1979.07,992.509 1979.28,992.509 1979.48,968.014 1979.69,968.014 \n",
       "  1979.89,968.014 1980.09,968.014 1980.3,968.014 1980.5,968.014 1980.7,1041.5 1980.91,1090.49 1981.11,1114.98 1981.32,1163.97 1981.52,1163.97 1981.72,1163.97 \n",
       "  1981.93,1163.97 1982.13,1163.97 1982.34,1163.97 1982.54,1163.97 1982.74,1163.97 1982.95,1163.97 1983.15,1163.97 1983.36,1163.97 1983.56,1163.97 1983.76,1163.97 \n",
       "  1983.97,1163.97 1984.17,1163.97 1984.37,1163.97 1984.58,1163.97 1984.78,1163.97 1984.99,1163.97 1985.19,1163.97 1985.39,1163.97 1985.6,1163.97 1985.8,1163.97 \n",
       "  1986.01,1163.97 1986.21,1163.97 1986.41,1163.97 1986.62,1163.97 1986.82,1163.97 1987.02,1163.97 1987.23,1163.97 1987.43,1163.97 1987.64,1163.97 1987.84,1163.97 \n",
       "  1988.04,1163.97 1988.25,1163.97 1988.45,1163.97 1988.66,1163.97 1988.86,1114.98 1989.06,1090.49 1989.27,1065.99 1989.47,1065.99 1989.67,1065.99 1989.88,1065.99 \n",
       "  1990.08,1065.99 1990.29,1065.99 1990.49,1090.49 1990.69,1139.48 1990.9,1163.97 1991.1,1163.97 1991.31,1163.97 1991.51,1163.97 1991.71,1163.97 1991.92,1114.98 \n",
       "  1992.12,1041.5 1992.33,1017 1992.53,1017 1992.73,992.509 1992.94,992.509 1993.14,992.509 1993.34,992.509 1993.55,992.509 1993.75,992.509 1993.96,992.509 \n",
       "  1994.16,992.509 1994.36,968.014 1994.57,1310.94 1994.77,1310.94 1994.98,1310.94 1995.18,1310.94 1995.38,1310.94 1995.59,1310.94 1995.79,1310.94 1995.99,1310.94 \n",
       "  1996.2,1310.94 1996.4,1310.94 1996.61,1310.94 1996.81,1310.94 1997.01,1310.94 1997.22,1310.94 1997.42,1310.94 1997.63,1310.94 1997.83,1310.94 1998.03,1310.94 \n",
       "  1998.24,1310.94 1998.44,1310.94 1998.65,1310.94 1998.85,1310.94 1999.05,1310.94 1999.26,1310.94 1999.46,1310.94 1999.66,1310.94 1999.87,1310.94 2000.07,1310.94 \n",
       "  2000.28,1310.94 2000.48,1310.94 2000.68,1310.94 2000.89,1310.94 2001.09,1310.94 2001.3,1310.94 2001.5,1310.94 2001.7,1310.94 2001.91,1310.94 2002.11,1310.94 \n",
       "  2002.31,1310.94 2002.52,1310.94 2002.72,1261.95 2002.93,1261.95 2003.13,1261.95 2003.33,1261.95 2003.54,1261.95 2003.74,1261.95 2003.95,1286.45 2004.15,1286.45 \n",
       "  2004.35,1310.94 2004.56,1310.94 2004.76,1310.94 2004.96,1310.94 2005.17,1310.94 2005.37,1310.94 2005.58,1310.94 2005.78,1310.94 2005.98,1286.45 2006.19,1286.45 \n",
       "  2006.39,1237.46 2006.6,1212.96 2006.8,1212.96 2007,1212.96 2007.21,1139.48 2007.41,1090.49 2007.62,1065.99 2007.82,1065.99 2008.02,1041.5 2008.23,1041.5 \n",
       "  2008.43,1041.5 2008.63,1041.5 2008.84,1017 2009.04,1017 2009.25,1017 2009.45,1017 2009.65,1017 2009.86,1017 2010.06,1041.5 2010.27,1041.5 \n",
       "  2010.47,1041.5 2010.67,1041.5 2010.88,1041.5 2011.08,1041.5 2011.28,1041.5 2011.49,1041.5 2011.69,1017 2011.9,1017 2012.1,1017 2012.3,1017 \n",
       "  2012.51,1017 2012.71,1017 2012.92,1017 2013.12,1017 2013.32,1017 2013.53,1017 2013.73,1017 2013.94,1017 2014.14,1017 2014.34,1017 \n",
       "  2014.55,1017 2014.75,1017 2014.95,1017 2015.16,1017 2015.36,1017 2015.57,1017 2015.77,1017 2015.97,1017 2016.18,1017 2016.38,1017 \n",
       "  2016.59,1017 2016.79,1017 2016.99,1017 2017.2,1017 2017.4,1017 2017.6,1017 2017.81,1017 2018.01,1017 2018.22,1017 2018.42,1017 \n",
       "  2018.62,1017 2018.83,1017 2019.03,1017 2019.24,1017 2019.44,1017 2019.64,1017 2019.85,1017 2020.05,1017 2020.26,1017 2020.46,1017 \n",
       "  2020.66,1017 2020.87,1017 2021.07,1017 2021.27,1017 2021.48,1017 2021.68,1017 2021.89,1017 2022.09,1017 2022.29,1017 2022.5,1017 \n",
       "  2022.7,1017 2022.91,1017 2023.11,1017 2023.31,1017 2023.52,1017 2023.72,1017 2023.92,1017 2024.13,1017 2024.33,1017 2024.54,1017 \n",
       "  2024.74,1017 2024.94,1017 2025.15,1017 2025.35,1017 2025.56,992.509 2025.76,943.519 2025.96,943.519 2026.17,943.519 2026.37,943.519 2026.57,943.519 \n",
       "  2026.78,943.519 2026.98,894.528 2027.19,870.033 2027.39,772.053 2027.59,723.063 2027.8,698.568 2028,674.073 2028.21,674.073 2028.41,674.073 2028.61,674.073 \n",
       "  2028.82,674.073 2029.02,674.073 2029.23,625.083 2029.43,625.083 2029.63,600.588 2029.84,600.588 2030.04,600.588 2030.24,600.588 2030.45,600.588 2030.65,600.588 \n",
       "  2030.86,600.588 2031.06,600.588 2031.26,600.588 2031.47,600.588 2031.67,600.588 2031.88,600.588 2032.08,600.588 2032.28,600.588 2032.49,600.588 2032.69,600.588 \n",
       "  2032.89,600.588 2033.1,600.588 2033.3,649.578 2033.51,649.578 2033.71,649.578 2033.91,649.578 2034.12,649.578 2034.32,649.578 2034.53,649.578 2034.73,649.578 \n",
       "  2034.93,649.578 2035.14,649.578 2035.34,649.578 2035.55,649.578 2035.75,649.578 2035.95,649.578 2036.16,649.578 2036.36,625.083 2036.56,527.102 2036.77,502.607 \n",
       "  2036.97,527.102 2037.18,527.102 2037.38,527.102 2037.58,551.598 2037.79,625.083 2037.99,992.509 2038.2,992.509 2038.4,992.509 2038.6,992.509 2038.81,992.509 \n",
       "  2039.01,992.509 2039.21,992.509 2039.42,992.509 2039.62,992.509 2039.83,992.509 2040.03,992.509 2040.23,992.509 2040.44,992.509 2040.64,992.509 2040.85,992.509 \n",
       "  2041.05,992.509 2041.25,992.509 2041.46,992.509 2041.66,992.509 2041.86,992.509 2042.07,992.509 2042.27,968.014 2042.48,968.014 2042.68,968.014 2042.88,968.014 \n",
       "  2043.09,968.014 2043.29,968.014 2043.5,968.014 2043.7,968.014 2043.9,968.014 2044.11,968.014 2044.31,968.014 2044.52,968.014 2044.72,968.014 2044.92,968.014 \n",
       "  2045.13,968.014 2045.33,968.014 2045.53,968.014 2045.74,943.519 2045.94,943.519 2046.15,943.519 2046.35,943.519 2046.55,943.519 2046.76,943.519 2046.96,943.519 \n",
       "  2047.17,943.519 2047.37,943.519 2047.57,943.519 2047.78,943.519 2047.98,943.519 2048.18,943.519 2048.39,943.519 2048.59,943.519 2048.8,943.519 2049,943.519 \n",
       "  2049.2,943.519 2049.41,943.519 2049.61,943.519 2049.82,943.519 2050.02,943.519 2050.22,943.519 2050.43,943.519 2050.63,943.519 2050.84,943.519 2051.04,943.519 \n",
       "  2051.24,943.519 2051.45,943.519 2051.65,943.519 2051.85,943.519 2052.06,943.519 2052.26,870.033 2052.47,870.033 2052.67,845.538 2052.87,821.043 2053.08,821.043 \n",
       "  2053.28,821.043 2053.49,821.043 2053.69,821.043 2053.89,821.043 2054.1,821.043 2054.3,821.043 2054.5,821.043 2054.71,796.548 2054.91,772.053 2055.12,772.053 \n",
       "  2055.32,747.558 2055.52,747.558 2055.73,747.558 2055.93,747.558 2056.14,796.548 2056.34,821.043 2056.54,821.043 2056.75,821.043 2056.95,821.043 2057.15,821.043 \n",
       "  2057.36,821.043 2057.56,894.528 2057.77,919.024 2057.97,1017 2058.17,1065.99 2058.38,1090.49 2058.58,1090.49 2058.79,1090.49 2058.99,1090.49 2059.19,1090.49 \n",
       "  2059.4,1090.49 2059.6,1090.49 2059.81,1090.49 2060.01,1090.49 2060.21,1090.49 2060.42,1090.49 2060.62,1090.49 2060.82,1090.49 2061.03,1090.49 2061.23,1090.49 \n",
       "  2061.44,1090.49 2061.64,1090.49 2061.84,1090.49 2062.05,1090.49 2062.25,1041.5 2062.46,943.519 2062.66,943.519 2062.86,943.519 2063.07,943.519 2063.27,943.519 \n",
       "  2063.47,943.519 2063.68,943.519 2063.88,943.519 2064.09,943.519 2064.29,943.519 2064.49,943.519 2064.7,943.519 2064.9,943.519 2065.11,943.519 2065.31,943.519 \n",
       "  2065.51,943.519 2065.72,943.519 2065.92,943.519 2066.13,943.519 2066.33,943.519 2066.53,943.519 2066.74,968.014 2066.94,968.014 2067.14,968.014 2067.35,968.014 \n",
       "  2067.55,968.014 2067.76,968.014 2067.96,968.014 2068.16,968.014 2068.37,968.014 2068.57,968.014 2068.78,968.014 2068.98,968.014 2069.18,968.014 2069.39,968.014 \n",
       "  2069.59,968.014 2069.79,968.014 2070,968.014 2070.2,968.014 2070.41,968.014 2070.61,943.519 2070.81,943.519 2071.02,943.519 2071.22,943.519 2071.43,943.519 \n",
       "  2071.63,943.519 2071.83,943.519 2072.04,943.519 2072.24,943.519 2072.44,943.519 2072.65,943.519 2072.85,992.509 2073.06,992.509 2073.26,992.509 2073.46,992.509 \n",
       "  2073.67,992.509 2073.87,992.509 2074.08,992.509 2074.28,992.509 2074.48,992.509 2074.69,992.509 2074.89,992.509 2075.1,992.509 2075.3,992.509 2075.5,992.509 \n",
       "  2075.71,992.509 2075.91,992.509 2076.11,1017 2076.32,1017 2076.52,1017 2076.73,1017 2076.93,1017 2077.13,1017 2077.34,1017 2077.54,1017 \n",
       "  2077.75,1017 2077.95,1017 2078.15,1017 2078.36,1017 2078.56,1017 2078.76,1017 2078.97,1017 2079.17,1017 2079.38,1017 2079.58,1017 \n",
       "  2079.78,1017 2079.99,1017 2080.19,1017 2080.4,1017 2080.6,1017 2080.8,1017 2081.01,1017 2081.21,1017 2081.42,1017 2081.62,1017 \n",
       "  2081.82,1017 2082.03,1017 2082.23,1017 2082.43,1017 2082.64,1017 2082.84,1114.98 2083.05,1114.98 2083.25,1139.48 2083.45,1139.48 2083.66,1139.48 \n",
       "  2083.86,1090.49 2084.07,1090.49 2084.27,1090.49 2084.47,1090.49 2084.68,1090.49 2084.88,1090.49 2085.08,1090.49 2085.29,1139.48 2085.49,1139.48 2085.7,1139.48 \n",
       "  2085.9,1163.97 2086.1,1163.97 2086.31,1163.97 2086.51,1163.97 2086.72,1163.97 2086.92,1163.97 2087.12,1163.97 2087.33,1163.97 2087.53,1163.97 2087.73,1163.97 \n",
       "  2087.94,1163.97 2088.14,1163.97 2088.35,1163.97 2088.55,1163.97 2088.75,1163.97 2088.96,1163.97 2089.16,1163.97 2089.37,1163.97 2089.57,1163.97 2089.77,1163.97 \n",
       "  2089.98,1163.97 2090.18,1163.97 2090.39,1163.97 2090.59,1163.97 2090.79,1163.97 2091,1163.97 2091.2,1163.97 2091.4,1163.97 2091.61,1163.97 2091.81,1163.97 \n",
       "  2092.02,1163.97 2092.22,1163.97 2092.42,1163.97 2092.63,1188.47 2092.83,1237.46 2093.04,1310.94 2093.24,1310.94 2093.44,1310.94 2093.65,1310.94 2093.85,1310.94 \n",
       "  2094.05,1310.94 2094.26,1310.94 2094.46,1310.94 2094.67,1310.94 2094.87,1310.94 2095.07,1310.94 2095.28,1310.94 2095.48,1310.94 2095.69,1310.94 2095.89,1310.94 \n",
       "  2096.09,1310.94 2096.3,1310.94 2096.5,1310.94 2096.71,1310.94 2096.91,1310.94 2097.11,1310.94 2097.32,1310.94 2097.52,1310.94 2097.72,1310.94 2097.93,1310.94 \n",
       "  2098.13,1310.94 2098.34,1310.94 2098.54,1310.94 2098.74,1310.94 2098.95,1310.94 2099.15,1310.94 2099.36,1310.94 2099.56,1310.94 2099.76,1310.94 2099.97,1310.94 \n",
       "  2100.17,1310.94 2100.37,1310.94 2100.58,1310.94 2100.78,1310.94 2100.99,1310.94 2101.19,1335.44 2101.39,1335.44 2101.6,1335.44 2101.8,1335.44 2102.01,1335.44 \n",
       "  2102.21,1335.44 2102.41,1335.44 2102.62,1335.44 2102.82,1335.44 2103.02,1335.44 2103.23,1335.44 2103.43,1335.44 2103.64,1335.44 2103.84,1335.44 2104.04,1335.44 \n",
       "  2104.25,1335.44 2104.45,1335.44 2104.66,1335.44 2104.86,1335.44 2105.06,1335.44 2105.27,1335.44 2105.47,1335.44 2105.68,1335.44 2105.88,1335.44 2106.08,1335.44 \n",
       "  2106.29,1335.44 2106.49,1335.44 2106.69,1335.44 2106.9,1335.44 2107.1,1335.44 2107.31,1310.94 2107.51,1310.94 2107.71,1261.95 2107.92,1261.95 2108.12,1261.95 \n",
       "  2108.33,1261.95 2108.53,1261.95 2108.73,1261.95 2108.94,1261.95 2109.14,1261.95 2109.34,1261.95 2109.55,1261.95 2109.75,1261.95 2109.96,1261.95 2110.16,1261.95 \n",
       "  2110.36,1261.95 2110.57,1261.95 2110.77,1261.95 2110.98,1261.95 2111.18,1261.95 2111.38,1261.95 2111.59,1237.46 2111.79,1237.46 2112,1237.46 2112.2,1237.46 \n",
       "  2112.4,1237.46 2112.61,1237.46 2112.81,1237.46 2113.01,1237.46 2113.22,1212.96 2113.42,1212.96 2113.63,1212.96 2113.83,1212.96 2114.03,1212.96 2114.24,1237.46 \n",
       "  2114.44,1261.95 2114.65,1261.95 2114.85,1261.95 2115.05,1261.95 2115.26,1261.95 2115.46,1261.95 2115.66,1261.95 2115.87,1261.95 2116.07,1261.95 2116.28,1261.95 \n",
       "  2116.48,1261.95 2116.68,1261.95 2116.89,1261.95 2117.09,1261.95 2117.3,1261.95 2117.5,1261.95 2117.7,1261.95 2117.91,1261.95 2118.11,1261.95 2118.32,1261.95 \n",
       "  2118.52,1261.95 2118.72,1261.95 2118.93,1261.95 2119.13,1261.95 2119.33,1261.95 2119.54,1261.95 2119.74,1261.95 2119.95,1261.95 2120.15,1261.95 2120.35,1261.95 \n",
       "  2120.56,1261.95 2120.76,1261.95 2120.97,1261.95 2121.17,1261.95 2121.37,1237.46 2121.58,1237.46 2121.78,1237.46 2121.98,1237.46 2122.19,1237.46 2122.39,1237.46 \n",
       "  2122.6,1237.46 2122.8,1237.46 2123,1237.46 2123.21,1237.46 2123.41,1237.46 2123.62,1237.46 2123.82,1237.46 2124.02,1237.46 2124.23,1237.46 2124.43,1237.46 \n",
       "  2124.63,1237.46 2124.84,1237.46 2125.04,1237.46 2125.25,1237.46 2125.45,1237.46 2125.65,1237.46 2125.86,1237.46 2126.06,1237.46 2126.27,1237.46 2126.47,1237.46 \n",
       "  2126.67,1237.46 2126.88,1237.46 2127.08,1237.46 2127.29,1237.46 2127.49,1237.46 2127.69,1237.46 2127.9,1237.46 2128.1,1163.97 2128.3,1163.97 2128.51,1163.97 \n",
       "  2128.71,1163.97 2128.92,1163.97 2129.12,1163.97 2129.32,1163.97 2129.53,1163.97 2129.73,1163.97 2129.94,1163.97 2130.14,1163.97 2130.34,1163.97 2130.55,1163.97 \n",
       "  2130.75,1163.97 2130.95,1163.97 2131.16,1163.97 2131.36,1163.97 2131.57,1163.97 2131.77,1163.97 2131.97,1163.97 2132.18,1163.97 2132.38,1163.97 2132.59,1163.97 \n",
       "  2132.79,1163.97 2132.99,1163.97 2133.2,1163.97 2133.4,1163.97 2133.61,1163.97 2133.81,1163.97 2134.01,1163.97 2134.22,1163.97 2134.42,1163.97 2134.62,1163.97 \n",
       "  2134.83,1163.97 2135.03,1163.97 2135.24,1163.97 2135.44,1163.97 2135.64,1163.97 2135.85,1163.97 2136.05,1163.97 2136.26,1163.97 2136.46,1163.97 2136.66,1163.97 \n",
       "  2136.87,1163.97 2137.07,1163.97 2137.27,1163.97 2137.48,1163.97 2137.68,1163.97 2137.89,1212.96 2138.09,1212.96 2138.29,1237.46 2138.5,1237.46 2138.7,1237.46 \n",
       "  2138.91,1237.46 2139.11,1237.46 2139.31,1237.46 2139.52,1237.46 2139.72,1237.46 2139.92,1237.46 2140.13,1237.46 2140.33,1237.46 2140.54,1237.46 2140.74,1237.46 \n",
       "  2140.94,1237.46 2141.15,1237.46 2141.35,1237.46 2141.56,1237.46 2141.76,1237.46 2141.96,1237.46 2142.17,1261.95 2142.37,1261.95 2142.58,1261.95 2142.78,1261.95 \n",
       "  2142.98,1261.95 2143.19,1261.95 2143.39,1261.95 2143.59,1261.95 2143.8,1286.45 2144,1286.45 2144.21,1286.45 2144.41,1286.45 2144.61,1286.45 2144.82,1286.45 \n",
       "  2145.02,1286.45 2145.23,1286.45 2145.43,1286.45 2145.63,1286.45 2145.84,1286.45 2146.04,1286.45 2146.24,1286.45 2146.45,1286.45 2146.65,1286.45 2146.86,1286.45 \n",
       "  2147.06,1286.45 2147.26,1286.45 2147.47,1286.45 2147.67,1286.45 2147.88,1286.45 2148.08,1286.45 2148.28,1286.45 2148.49,1286.45 2148.69,1286.45 2148.9,1286.45 \n",
       "  2149.1,1286.45 2149.3,1286.45 2149.51,1286.45 2149.71,1286.45 2149.91,1286.45 2150.12,1286.45 2150.32,1286.45 2150.53,1286.45 2150.73,1286.45 2150.93,1286.45 \n",
       "  2151.14,1286.45 2151.34,1286.45 2151.55,1286.45 2151.75,1310.94 2151.95,1310.94 2152.16,1310.94 2152.36,1310.94 2152.56,1310.94 2152.77,1310.94 2152.97,1310.94 \n",
       "  2153.18,1310.94 2153.38,1310.94 2153.58,1286.45 2153.79,1212.96 2153.99,1188.47 2154.2,1163.97 2154.4,1163.97 2154.6,1114.98 2154.81,1114.98 2155.01,1114.98 \n",
       "  2155.21,1114.98 2155.42,1114.98 2155.62,1114.98 2155.83,1114.98 2156.03,1114.98 2156.23,1090.49 2156.44,1041.5 2156.64,1017 2156.85,943.519 2157.05,919.024 \n",
       "  2157.25,919.024 2157.46,919.024 2157.66,919.024 2157.87,919.024 2158.07,919.024 2158.27,919.024 2158.48,919.024 2158.68,992.509 2158.88,992.509 2159.09,992.509 \n",
       "  2159.29,992.509 2159.5,992.509 2159.7,992.509 2159.9,968.014 2160.11,919.024 2160.31,894.528 2160.52,894.528 2160.72,894.528 2160.92,894.528 2161.13,894.528 \n",
       "  2161.33,894.528 2161.53,894.528 2161.74,894.528 2161.94,894.528 2162.15,894.528 2162.35,894.528 2162.55,894.528 2162.76,894.528 2162.96,894.528 2163.17,894.528 \n",
       "  2163.37,894.528 2163.57,894.528 2163.78,894.528 2163.98,894.528 2164.19,894.528 2164.39,894.528 2164.59,894.528 2164.8,894.528 2165,894.528 2165.2,894.528 \n",
       "  2165.41,894.528 2165.61,894.528 2165.82,894.528 2166.02,796.548 2166.22,747.558 2166.43,723.063 2166.63,723.063 2166.84,723.063 2167.04,723.063 2167.24,723.063 \n",
       "  2167.45,723.063 2167.65,723.063 2167.85,698.568 2168.06,625.083 2168.26,502.607 2168.47,429.122 2168.67,355.637 2168.87,331.142 2169.08,331.142 2169.28,331.142 \n",
       "  2169.49,331.142 2169.69,331.142 2169.89,331.142 2170.1,257.657 2170.3,257.657 2170.5,257.657 2170.71,257.657 2170.91,257.657 2171.12,257.657 2171.32,257.657 \n",
       "  2171.52,257.657 2171.73,257.657 2171.93,257.657 2172.14,257.657 2172.34,257.657 2172.54,257.657 2172.75,257.657 2172.95,257.657 2173.16,257.657 2173.36,257.657 \n",
       "  2173.56,257.657 2173.77,257.657 2173.97,257.657 2174.17,257.657 2174.38,257.657 2174.58,257.657 2174.79,257.657 2174.99,257.657 2175.19,257.657 2175.4,257.657 \n",
       "  2175.6,257.657 2175.81,233.162 2176.01,184.172 2176.21,184.172 2176.42,184.172 2176.62,184.172 2176.82,184.172 2177.03,184.172 2177.23,184.172 2177.44,184.172 \n",
       "  2177.64,184.172 2177.84,184.172 2178.05,184.172 2178.25,184.172 2178.46,184.172 2178.66,184.172 2178.86,184.172 2179.07,184.172 2179.27,184.172 2179.48,184.172 \n",
       "  2179.68,184.172 2179.88,184.172 2180.09,184.172 2180.29,184.172 2180.49,184.172 2180.7,184.172 2180.9,184.172 2181.11,184.172 2181.31,184.172 2181.51,159.676 \n",
       "  2181.72,135.181 2181.92,135.181 2182.13,135.181 2182.33,135.181 2182.53,135.181 2182.74,135.181 2182.94,135.181 2183.14,135.181 2183.35,135.181 2183.55,135.181 \n",
       "  2183.76,135.181 2183.96,86.1913 2184.16,86.1913 2184.37,159.676 2184.57,110.686 2184.78,110.686 2184.98,135.181 2185.18,159.676 2185.39,159.676 2185.59,159.676 \n",
       "  2185.79,159.676 2186,159.676 2186.2,159.676 2186.41,159.676 2186.61,159.676 2186.81,208.667 2187.02,257.657 2187.22,282.152 2187.43,355.637 2187.63,355.637 \n",
       "  2187.83,355.637 2188.04,355.637 2188.24,355.637 2188.45,355.637 2188.65,649.578 2188.85,649.578 2189.06,649.578 2189.26,649.578 2189.46,649.578 2189.67,649.578 \n",
       "  2189.87,649.578 2190.08,649.578 2190.28,649.578 2190.48,698.568 2190.69,747.558 2190.89,747.558 2191.1,747.558 2191.3,747.558 2191.5,625.083 2191.71,600.588 \n",
       "  2191.91,527.102 2192.11,527.102 2192.32,527.102 2192.52,527.102 2192.73,527.102 2192.93,527.102 2193.13,527.102 2193.34,527.102 2193.54,527.102 2193.75,527.102 \n",
       "  2193.95,527.102 2194.15,527.102 2194.36,527.102 2194.56,527.102 2194.77,527.102 2194.97,527.102 2195.17,527.102 2195.38,527.102 2195.58,527.102 2195.78,527.102 \n",
       "  2195.99,527.102 2196.19,527.102 2196.4,551.598 2196.6,649.578 2196.8,698.568 2197.01,698.568 2197.21,698.568 2197.42,698.568 2197.62,698.568 2197.82,698.568 \n",
       "  2198.03,698.568 2198.23,698.568 2198.43,747.558 2198.64,821.043 2198.84,943.519 2199.05,1017 2199.25,1065.99 2199.45,1090.49 2199.66,1090.49 2199.86,1090.49 \n",
       "  2200.07,1090.49 2200.27,1090.49 2200.47,1090.49 2200.68,1090.49 2200.88,1090.49 2201.09,1090.49 2201.29,1090.49 2201.49,1090.49 2201.7,1090.49 2201.9,1090.49 \n",
       "  2202.1,1090.49 2202.31,1090.49 2202.51,1090.49 2202.72,1090.49 2202.92,1090.49 2203.12,1090.49 2203.33,1090.49 2203.53,1090.49 2203.74,1090.49 2203.94,1090.49 \n",
       "  2204.14,1090.49 2204.35,1090.49 2204.55,1090.49 2204.75,1090.49 2204.96,1090.49 2205.16,1090.49 2205.37,1090.49 2205.57,1090.49 2205.77,1090.49 2205.98,1090.49 \n",
       "  2206.18,1090.49 2206.39,1139.48 2206.59,1163.97 2206.79,1163.97 2207,1163.97 2207.2,1163.97 2207.4,1163.97 2207.61,1163.97 2207.81,1163.97 2208.02,1163.97 \n",
       "  2208.22,1163.97 2208.42,1163.97 2208.63,1163.97 2208.83,1163.97 2209.04,1163.97 2209.24,1163.97 2209.44,1163.97 2209.65,1163.97 2209.85,1163.97 2210.06,1163.97 \n",
       "  2210.26,1163.97 2210.46,1163.97 2210.67,1163.97 2210.87,1163.97 2211.07,1163.97 2211.28,1163.97 2211.48,1163.97 2211.69,1163.97 2211.89,1163.97 2212.09,1163.97 \n",
       "  2212.3,1163.97 2212.5,1163.97 2212.71,1163.97 2212.91,1163.97 2213.11,1163.97 2213.32,1163.97 2213.52,1163.97 2213.72,1163.97 2213.93,1163.97 2214.13,1163.97 \n",
       "  2214.34,1163.97 2214.54,1163.97 2214.74,1163.97 2214.95,1163.97 2215.15,1163.97 2215.36,1163.97 2215.56,1163.97 2215.76,1163.97 2215.97,1163.97 2216.17,1163.97 \n",
       "  2216.38,1163.97 2216.58,1163.97 2216.78,1163.97 2216.99,1163.97 2217.19,1163.97 2217.39,1163.97 2217.6,1163.97 2217.8,1163.97 2218.01,1163.97 2218.21,1163.97 \n",
       "  2218.41,1163.97 2218.62,1163.97 2218.82,1163.97 2219.03,1163.97 2219.23,1163.97 2219.43,1163.97 2219.64,1163.97 2219.84,1163.97 2220.04,1163.97 2220.25,1163.97 \n",
       "  2220.45,1163.97 2220.66,1163.97 2220.86,1163.97 2221.06,1163.97 2221.27,1163.97 2221.47,1139.48 2221.68,1114.98 2221.88,1114.98 2222.08,1261.95 2222.29,1286.45 \n",
       "  2222.49,1335.44 2222.69,1335.44 2222.9,1335.44 2223.1,1335.44 2223.31,1335.44 2223.51,1335.44 2223.71,1335.44 2223.92,1335.44 2224.12,1335.44 2224.33,1335.44 \n",
       "  2224.53,1335.44 2224.73,1335.44 2224.94,1335.44 2225.14,1335.44 2225.35,1335.44 2225.55,1335.44 2225.75,1335.44 2225.96,1335.44 2226.16,1335.44 2226.36,1335.44 \n",
       "  2226.57,1335.44 2226.77,1335.44 2226.98,1335.44 2227.18,1335.44 2227.38,1335.44 2227.59,1335.44 2227.79,1310.94 2228,1286.45 2228.2,1286.45 2228.4,1286.45 \n",
       "  2228.61,1286.45 2228.81,1286.45 2229.01,1286.45 2229.22,1286.45 2229.42,1286.45 2229.63,1286.45 2229.83,1286.45 2230.03,1286.45 2230.24,1286.45 2230.44,1286.45 \n",
       "  2230.65,1286.45 2230.85,1286.45 2231.05,1286.45 2231.26,1237.46 2231.46,1188.47 2231.67,1188.47 2231.87,1188.47 2232.07,1188.47 2232.28,1188.47 2232.48,1188.47 \n",
       "  2232.68,1188.47 2232.89,1188.47 2233.09,1188.47 2233.3,1188.47 2233.5,1188.47 2233.7,1188.47 2233.91,1188.47 2234.11,1188.47 2234.32,1188.47 2234.52,1188.47 \n",
       "  2234.72,1188.47 2234.93,1188.47 2235.13,1188.47 2235.33,1188.47 2235.54,1188.47 2235.74,1188.47 2235.95,1188.47 2236.15,1188.47 2236.35,1188.47 2236.56,1188.47 \n",
       "  2236.76,1188.47 2236.97,1188.47 2237.17,1188.47 2237.37,1188.47 2237.58,1139.48 2237.78,1090.49 2237.98,1090.49 2238.19,1090.49 2238.39,1090.49 2238.6,1090.49 \n",
       "  2238.8,1090.49 2239,1090.49 2239.21,1090.49 2239.41,1090.49 2239.62,1090.49 2239.82,1090.49 2240.02,1090.49 2240.23,1090.49 2240.43,1090.49 2240.64,1090.49 \n",
       "  2240.84,1090.49 2241.04,1090.49 2241.25,1041.5 2241.45,1041.5 2241.65,992.509 2241.86,992.509 2242.06,992.509 2242.27,992.509 2242.47,968.014 2242.67,968.014 \n",
       "  2242.88,968.014 2243.08,968.014 2243.29,968.014 2243.49,968.014 2243.69,968.014 2243.9,968.014 2244.1,968.014 2244.3,968.014 2244.51,968.014 2244.71,968.014 \n",
       "  2244.92,968.014 2245.12,968.014 2245.32,968.014 2245.53,968.014 2245.73,968.014 2245.94,968.014 2246.14,968.014 2246.34,968.014 2246.55,968.014 2246.75,968.014 \n",
       "  2246.96,1163.97 2247.16,1163.97 2247.36,1163.97 2247.57,1163.97 2247.77,1163.97 2247.97,1163.97 2248.18,1163.97 2248.38,1163.97 2248.59,1163.97 2248.79,1163.97 \n",
       "  2248.99,1163.97 2249.2,1163.97 2249.4,1163.97 2249.61,1163.97 2249.81,1163.97 2250.01,1163.97 2250.22,1163.97 2250.42,1163.97 2250.62,1139.48 2250.83,1139.48 \n",
       "  2251.03,1139.48 2251.24,1139.48 2251.44,1139.48 2251.64,1139.48 2251.85,1139.48 2252.05,1139.48 2252.26,1139.48 2252.46,1139.48 2252.66,1139.48 2252.87,1139.48 \n",
       "  2253.07,1139.48 2253.27,1114.98 2253.48,1114.98 2253.68,1114.98 2253.89,1114.98 2254.09,1114.98 2254.29,1114.98 2254.5,1114.98 2254.7,1114.98 2254.91,1114.98 \n",
       "  2255.11,1114.98 2255.31,1114.98 2255.52,1114.98 2255.72,1114.98 2255.93,1114.98 2256.13,1114.98 2256.33,1114.98 2256.54,1114.98 2256.74,1114.98 2256.94,1114.98 \n",
       "  2257.15,1114.98 2257.35,1114.98 2257.56,1114.98 2257.76,1114.98 2257.96,1114.98 2258.17,1114.98 2258.37,1163.97 2258.58,1163.97 2258.78,1163.97 2258.98,1163.97 \n",
       "  2259.19,1163.97 2259.39,1163.97 2259.59,1163.97 2259.8,1163.97 2260,1163.97 2260.21,1163.97 2260.41,1163.97 2260.61,1163.97 2260.82,1163.97 2261.02,1163.97 \n",
       "  2261.23,1163.97 2261.43,1163.97 2261.63,1163.97 2261.84,1237.46 2262.04,1261.95 2262.25,1261.95 2262.45,1261.95 2262.65,1261.95 2262.86,1261.95 2263.06,1261.95 \n",
       "  2263.26,1261.95 2263.47,1261.95 2263.67,1261.95 2263.88,1261.95 2264.08,1261.95 2264.28,1237.46 2264.49,1163.97 2264.69,1163.97 2264.9,1139.48 2265.1,1090.49 \n",
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       "  \n",
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       "</svg>\n"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# plot first 1000 sample points\n",
    "time = [sp*i for i in 1:10000];\n",
    "plt = plot(time,n_traj[1:10000], label = L\"$N$\", legend = :none, grid = false);\n",
    "xlabel!(L\"\\mathrm{time}/s\"); ylabel!(L\"\\mathrm{Molecule}\\quad \\#s\");\n",
    "@show plt"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5548235e",
   "metadata": {},
   "source": [
    "Define a function to make the histograms."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "7601618b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "hist_prob (generic function with 1 method)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "function hist_prob(data::Vector{Float64})\n",
    "        N = Int(floor(maximum(data)));\n",
    "        mod_bins = LinRange(0.0,N,N);\n",
    "        mid_pts = LinRange(0.0,N,N);\n",
    "        bin_vals = normalize(fit(Histogram, data, mod_bins), mode=:probability).weights;\n",
    "        return (mid_pts, bin_vals)\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "861fabb9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "barplt = Plot{Plots.GRBackend() n=1}\n"
     ]
    },
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     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "# plot historgram \n",
    "barplt = bar(hist_prob(n_traj[1000:end]), legend = :none, grid = false)\n",
    "xlabel!(L\"\\mathrm{Molecule}\\quad \\#s\"); ylabel!(L\"P(n)\");\n",
    "@show barplt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "615f4820",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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