{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "f5983484-4fdb-476c-8ab5-2fcdaa7b0fd0",
   "metadata": {},
   "source": [
    "# Chron.jl standalone age-depth model with simple Gaussian age constraints\n",
    "\n",
    "This Jupyter notebook demonstrates an example age-depth model using [Chron.jl](https://github.com/brenhinkeller/Chron.jl). For more information, see [github.com/brenhinkeller/Chron.jl](https://github.com/brenhinkeller/Chron.jl) and [doi.org/10.17605/osf.io/TQX3F](https://doi.org/10.17605/osf.io/TQX3F). \n",
    "\n",
    "<a href=\"https://mybinder.org/v2/gh/brenhinkeller/Chron.jl/main?filepath=examples%2FChron1.0StratOnly.ipynb\" target=\"_blank\"><img src=\"https://static.mybinder.org/badge_logo.svg\" alt=\"Launch Binder notebook\" align=\"left\"></a> \n",
    "<p style=\"text-indent: 5px\">If running this notebook as an online Binder notebook and the webpage times out, click the badge at left to relaunch (refreshing will not work). Note that any changes will be lost!</p>\n",
    "\n",
    "Hint: `shift`-`enter` to run a single cell, or from the `Cell` menu select `Run All` to run the whole file. Any code from this notebook can be copied and pasted into the Julia REPL or a `.jl` script.\n",
    "***\n",
    "\n",
    "## Load required Julia packages"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "f2af162e-4998-4f1c-bfdd-19bdffba802e",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Load (and install if necessary) the Chron.jl package\n",
    "using Chron\n",
    "using Plots, DelimitedFiles"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eda0a00a-60d7-434a-b782-56dd2bc44b21",
   "metadata": {},
   "source": [
    "***\n",
    "## Enter sample information\n",
    "Paste your data in here!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "1b6ff424-a166-4deb-8b52-ebca0bffa67a",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Input the number of samples we wish to model (must match below)\n",
    "nSamples = 4\n",
    "\n",
    "# Make an instance of a ChronSection object for nSamples\n",
    "smpl = ChronAgeData(nSamples)\n",
    "smpl.Name          = (\"Sample 1\", \"Sample 2\", \"Sample 3\", \"Sample 4\") # Et cetera\n",
    "smpl.Age           = [ 6991,  7088,  7230,  7540,] # Measured ages\n",
    "smpl.Age_sigma     = [   30,    70,    50,    50,] # Measured 1-σ uncertainties\n",
    "smpl.Height[:]     = [ -355,  -380,-397.0,-411.5,] # Depths below surface should be negative\n",
    "smpl.Height_sigma[:]  = fill(0.01, nSamples) # Usually assume little or no sample height uncertainty\n",
    "smpl.Age_Sidedness[:] = zeros(nSamples) # Sidedness (zeros by default: geochron constraints are two-sided). Use -1 for a maximum age and +1 for a minimum age, 0 for two-sided\n",
    "smpl.Path = \"MyData/\" # Where do you want output files to be stored\n",
    "\n",
    "smpl.Age_Unit = \"ka\"; # Unit of measurement for ages\n",
    "smpl.Height_Unit = \"m\"; # Unit of measurement for Height and Height_sigma"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "615e9e01-406a-415b-8d30-ab0ba9b4a408",
   "metadata": {},
   "source": [
    "Note that smpl.Height *must* increase with increasing stratigraphic height -- i.e., stratigraphically younger samples must be more positive. For this reason, it is convenient to represent depths below surface as negative numbers.\n",
    "\n",
    "***\n",
    "## Option A: Configure and run stratigraphic model, no hiatuses\n",
    "\n",
    "To run the stratigraphic MCMC model, we call the `StratMetropolis` function, which uses the Gaussian mean age and standard deviation set in `smpl.Age` and `smpl.Age_sigma`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "d0e8d460-0c0f-4360-ae66-c601044ba0b1",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\u001b[36m\u001b[1m[ \u001b[22m\u001b[39m\u001b[36m\u001b[1mInfo: \u001b[22m\u001b[39mGenerating stratigraphic age-depth model...\n",
      "\u001b[36m\u001b[1m[ \u001b[22m\u001b[39m\u001b[36m\u001b[1mInfo: \u001b[22m\u001b[39mBurn-in: 5660000 steps\n",
      "\u001b[32mBurn-in... 100%|█████████████████████████████████████████| Time: 0:00:02\u001b[39m\n",
      "\u001b[36m\u001b[1m[ \u001b[22m\u001b[39m\u001b[36m\u001b[1mInfo: \u001b[22m\u001b[39mCollecting sieved stationary distribution: 16980000 steps\n",
      "\u001b[32mCollecting... 100%|██████████████████████████████████████| Time: 0:00:06\u001b[39m\n"
     ]
    },
    {
     "data": {
      "image/png": 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345.079,314.5 345.145,207.158 345.211,588.978 345.278,713.744 345.344,701.094 345.411,549.323 345.477,593.352 345.543,814.937 345.61,644.964 345.676,325.058 345.742,471.821 345.809,259.196 345.875,158.942 345.942,295.09 346.008,310.015 346.074,418.181 346.141,436.961 346.207,587.687 346.273,756.857 346.34,617.527 346.406,598.718 346.473,675.167 346.539,602.374 346.605,447.209 346.672,398.797 346.738,411.875 346.804,348.937 346.871,398.558 346.937,428.153 347.004,287.041 347.07,286.975 347.136,510.501 347.203,554.135 347.269,365.871 347.335,216.404 347.402,252.072 347.468,182.412 347.535,422.893 347.601,495.465 347.667,478.612 347.734,389.076 347.8,381.904 347.866,337.404 347.933,334.036 347.999,460.457 348.065,304.17 348.132,413.338 348.198,246.979 348.265,259.96 348.331,380.081 348.397,292.794 348.464,247.206 348.53,400.816 348.596,508.92 348.663,315.31 348.729,302.537 348.796,487.101 348.862,553.918 348.928,552.128 348.995,323.562 349.061,532.889 349.127,620.297 349.194,296.696 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353.442,594.355 353.508,759.71 353.575,487.477 353.641,471.341 353.707,391.482 353.774,450.689 353.84,432.065 353.906,544.334 353.973,503.63 354.039,338.761 354.106,484.933 354.172,452.659 354.238,410.057 354.305,494.808 354.371,526.652 354.437,643.99 354.504,405.865 354.57,224.4 354.637,302.544 354.703,403.308 354.769,416.786 354.836,374.621 354.902,246.106 354.968,522.125 355.035,479.977 355.101,672.981 355.168,608.468 355.234,386.293 355.3,422.164 355.367,390.383 355.433,598.056 355.499,221.82 355.566,337.302 355.632,315.368 355.699,822.137 355.765,388.438 355.831,352.498 355.898,818.173 355.964,289.445 356.03,429.219 356.097,633.597 356.163,732.522 356.229,820.82 356.296,921.874 356.362,737.402 356.429,1044.63 356.495,938.75 356.561,827.95 356.628,791.929 356.694,437.616 356.76,684.513 356.827,256.271 356.893,308.264 356.96,339.083 357.026,276.311 357.092,498.283 357.159,401.51 357.225,358.378 357.291,794.533 357.358,500.101 357.424,424.021 357.491,300.249 357.557,354.893 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399.439,217.712 399.505,432.481 399.572,416.19 399.638,605.646 399.704,575.872 399.771,925.266 399.837,639.233 399.904,371.484 399.97,665.585 400.036,375.051 400.103,465.544 400.169,317.494 400.235,132.936 400.302,308.428 400.368,279.502 400.435,289.966 400.501,355.911 400.567,259.735 400.634,281.625 400.7,378.259 400.766,334.348 400.833,327.726 400.899,617.546 400.966,548.463 401.032,698.407 401.098,630.215 401.165,206.144 401.231,591.662 401.297,421.475 401.364,330.516 401.43,438.941 401.497,538.093 401.563,778.689 401.629,829.57 401.696,596.266 401.762,397.362 401.828,496.119 401.895,130.435 401.961,474.029 402.028,439.583 402.094,233.775 402.16,416.457 402.227,626.927 402.293,684.02 402.359,224.961 402.426,508.187 402.492,369.834 402.559,319.236 402.625,586.151 402.691,320.449 402.758,466.89 402.824,429.313 402.89,319.654 402.957,476.142 403.023,389.903 403.09,621.503 403.156,473.701 403.222,418.006 403.289,345.641 403.355,549.134 403.421,443.331 403.488,442.56 403.554,466.222 403.62,353.153 403.687,129.099 403.753,595.062 403.82,369.1 403.886,377.618 403.952,346.274 404.019,310.39 404.085,400.742 404.151,326.136 404.218,292.141 404.284,326.016 404.351,251.277 404.417,202.684 404.483,347.845 404.55,196.095 404.616,275.31 404.682,394.912 404.749,278.884 404.815,284.747 404.882,505.546 404.948,444.665 405.014,559.083 405.081,551.143 405.147,780.944 405.213,710.709 405.28,575.622 405.346,955.046 405.413,709.308 405.479,626.868 405.545,307.797 405.612,329.929 405.678,322.802 405.744,314.871 405.811,403.115 405.877,546.991 405.944,711.18 406.01,315.053 406.076,232.647 406.143,416.809 406.209,491.223 406.275,340.089 406.342,420.084 406.408,839.184 406.475,274.518 406.541,484.405 406.607,378.528 406.674,408.884 406.74,277.422 406.806,358.603 406.873,160.738 406.939,432.434 407.006,347.58 407.072,613.739 407.138,845.766 407.205,330.236 407.271,372.778 407.337,338.884 407.404,290.267 407.47,317.578 407.537,310.72 407.603,431.712 407.669,267.658 407.736,355.507 407.802,320.509 407.868,236.735 407.935,291.549 408.001,322.663 408.068,287.877 408.134,217.495 408.2,494.158 408.267,414.191 408.333,781.525 408.399,308.564 408.466,241.881 408.532,224.698 408.599,465.802 408.665,284.093 408.731,614.205 408.798,369.453 408.864,240.534 408.93,338.672 408.997,216.065 409.063,366.222 409.13,384.736 409.196,227.597 409.262,221.384 409.329,529.893 409.395,654.694 409.461,683.628 409.528,578.513 409.594,191.173 409.661,311.251 409.727,355.132 409.793,357.957 409.86,531.605 409.926,616.555 409.992,493.665 410.059,307.354 410.125,281.852 410.192,306.805 410.258,327.268 410.324,431.764 410.391,288.929 410.457,141.428 410.523,517.721 410.59,600.816 410.656,970.745 410.723,569.75 410.789,523.398 410.855,382.69 410.922,487.819 410.988,503.618 411.054,314.058 411.121,314.543 411.187,578.495 411.253,726.745 411.32,283.51 411.386,510.79 411.453,565.004 411.519,257.481 411.585,358.881 411.652,299.698 411.718,226.246 411.784,232.806 411.851,318.497 411.917,433.724 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432.891,661.646 432.958,662.418 433.024,579.041 433.091,947.823 433.157,997.101 433.223,920.026 433.29,1105.71 433.356,948.73 433.422,803.638 433.489,977.93 433.555,678.607 433.622,465.108 433.688,801.8 433.754,925.058 433.821,659.679 433.887,765.184 433.953,702.79 434.02,682.927 434.086,669.115 434.153,831.692 434.219,615.817 434.285,450.552 434.352,261.092 434.418,422.559 434.484,474.183 434.551,533.631 434.617,342.92 434.684,552.455 434.75,385.063 434.816,503.784 434.883,238.589 434.949,498.211 435.015,466.622 435.082,461.092 435.148,404.464 435.214,375.418 435.281,489.941 435.347,409.525 435.414,307.876 435.48,339.622 435.546,347.636 435.613,807.312 435.679,231.702 435.745,359.178 435.812,280.744 435.878,698.335 435.945,354.474 436.011,333.025 436.077,497.745 436.144,623.488 436.21,687.12 436.276,385.762 436.343,521.35 436.409,532.181 436.476,649.71 436.542,473.459 436.608,264.179 436.675,624.596 436.741,255.002 436.807,305.771 436.874,224.674 436.94,331.313 437.007,331.812 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466.344,278.37 466.41,251.829 466.477,458.744 466.543,462.161 466.609,457.673 466.676,408.211 466.742,411.279 466.808,413.671 466.875,293.117 466.941,258.99 467.008,549.348 467.074,336.692 467.14,465.53 467.207,385.841 467.273,304.805 467.339,331.55 467.406,315.698 467.472,644.42 467.539,584.831 467.605,461.6 467.671,309.203 467.738,231.213 467.804,298.873 467.87,357.922 467.937,189.114 468.003,201.151 468.07,334.149 468.136,536.71 468.202,645.24 468.269,536.384 468.335,634.145 468.401,299.039 468.468,448.005 468.534,468.956 468.601,448.35 468.667,491.579 468.733,367.319 468.8,410.871 468.866,587.353 468.932,549.273 468.999,696.692 469.065,416.799 469.132,327.452 469.198,315.746 469.264,419.671 469.331,290.847 469.397,270.308 469.463,447.443 469.53,549.352 469.596,423.593 469.663,248.821 469.729,291.596 469.795,376.03 469.862,348.536 469.928,363.219 469.994,449.652 470.061,779.706 470.127,595.45 470.194,211.968 470.26,288.839 470.326,321.852 470.393,340.15 470.459,304.796 470.525,319.506 470.592,412.539 470.658,233.897 470.725,357.311 470.791,422.829 470.857,711.602 470.924,424.12 470.99,308.551 471.056,377.695 471.123,336.576 471.189,768.567 471.256,693.836 471.322,566.611 471.388,478.314 471.455,514.354 471.521,295.506 471.587,612.791 471.654,439.539 471.72,426.524 471.787,289.93 471.853,193.194 471.919,158.082 471.986,270.881 472.052,605.417 472.118,378.438 472.185,316.311 472.251,632.586 472.318,138.709 472.384,151.011 472.45,275.098 472.517,255.622 472.583,592.023 472.649,321.249 472.716,291.395 472.782,596.178 472.849,333.994 472.915,412.375 472.981,262.075 473.048,415.495 473.114,368.609 473.18,231.158 473.247,234.421 473.313,444.754 473.38,535.247 473.446,528.85 473.512,598.099 473.579,376.756 473.645,229.782 473.711,389.373 473.778,376.519 473.844,344.843 473.911,413.688 473.977,347.59 474.043,432.269 474.11,408.432 474.176,251.535 474.242,344.968 474.309,526.241 474.375,323.754 474.441,270.599 474.508,493.182 474.574,549.388 474.641,344.124 474.707,556.112 474.773,413.311 474.84,330.818 474.906,540.343 474.972,810.555 475.039,192.666 475.105,279.841 475.172,364.897 475.238,379.718 475.304,411.937 475.371,694.984 475.437,627.959 475.503,330.999 475.57,455.997 475.636,491.987 475.703,374.636 475.769,349.629 475.835,336.36 475.902,537.905 475.968,545.888 476.034,426.883 476.101,481.193 476.167,407.019 476.234,461.302 476.3,342.748 476.366,325.269 476.433,334.874 476.499,363.092 476.565,407.344 476.632,617.567 476.698,269.444 476.765,772.815 476.831,544.914 476.897,849.655 476.964,674.722 477.03,663.181 477.096,621.698 477.163,374.748 477.229,230.488 477.296,179.727 477.362,330.42 477.428,361.728 477.495,227.971 477.561,467.872 477.627,360.695 477.694,456.358 477.76,369.798 477.827,286.167 477.893,217.408 477.959,468.201 478.026,365.632 478.092,552.463 478.158,398.925 478.225,819.602 478.291,311.979 478.358,425.86 478.424,304.58 478.49,293.128 478.557,603.367 478.623,409.299 478.689,360.642 478.756,584.46 478.822,513.72 478.889,285.367 478.955,565.853 479.021,633.48 479.088,289.941 479.154,444.191 479.22,277.092 479.287,584.277 479.353,681.928 479.42,473.46 479.486,306.438 479.552,895.74 479.619,416.12 479.685,319.395 479.751,250.329 479.818,267.247 479.884,467.493 479.951,495.713 480.017,278.869 480.083,510.898 480.15,223.954 480.216,527.383 480.282,265.504 480.349,324.279 480.415,491.711 480.482,625.136 480.548,291.992 480.614,456.85 480.681,514.154 480.747,482.479 480.813,393.016 480.88,262.767 480.946,395.791 481.013,499.915 481.079,370.719 481.145,357.923 481.212,326.618 481.278,434.464 481.344,473.024 481.411,175.907 481.477,378.48 481.544,192.687 481.61,367.634 481.676,518.849 481.743,446.984 481.809,246.16 481.875,471.415 481.942,451.752 482.008,475.589 482.075,376.009 482.141,337.508 482.207,225.12 482.274,266.239 482.34,447.823 482.406,281.274 482.473,340.559 482.539,220.236 482.605,252.688 482.672,163.41 482.738,575.104 482.805,542.995 482.871,566.111 482.937,517.943 483.004,543.706 483.07,252.656 483.136,392.721 483.203,248.061 483.269,485.525 483.336,382.312 483.402,525.068 483.468,571.003 483.535,841.231 483.601,322.468 483.667,336.879 483.734,583.904 483.8,441.885 483.867,393.31 483.933,251.559 483.999,219.671 484.066,298.393 484.132,309.513 484.198,382.496 484.265,529.596 484.331,535.897 484.398,565.669 484.464,601.358 484.53,629.692 484.597,667.743 484.663,704.336 484.729,700.987 484.796,820.263 484.862,388.654 484.929,350.39 484.995,436.328 485.061,273.663 485.128,525.632 485.194,356.292 485.26,272.71 485.327,327.824 485.393,263.473 485.46,575.701 485.526,267.095 485.592,287.866 485.659,262.284 485.725,259.087 485.791,365.328 485.858,213.981 485.924,372.868 485.991,325.878 486.057,384.329 486.123,278.134 486.19,336.376 486.256,424.223 486.322,309.106 486.389,352.381 486.455,482.365 486.522,363.062 486.588,438.187 486.654,463.813 486.721,519.435 486.787,521.45 486.853,398.799 486.92,463.821 486.986,538.374 487.053,734.591 487.119,601.66 487.185,413.371 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1340.56,397.925 1340.62,531.311 1340.69,482.673 1340.75,445.791 1340.82,505.004 1340.89,382.918 1340.95,336.083 1341.02,464.525 1341.09,207.187 1341.15,402.532 1341.22,548.211 1341.29,469.53 1341.35,309.427 1341.42,491.624 1341.48,390.116 1341.55,398.165 1341.62,208.357 1341.68,177.428 1341.75,369.772 1341.82,260.166 1341.88,539.684 1341.95,372.459 1342.02,263.947 1342.08,374.043 1342.15,314.529 1342.21,265.811 1342.28,562.143 1342.35,685.33 1342.41,324.166 1342.48,385.711 1342.55,307.841 1342.61,295.782 1342.68,383.748 1342.75,620.873 1342.81,332.108 1342.88,578.995 1342.94,421.139 1343.01,520.948 1343.08,414.832 1343.14,477.865 1343.21,450.268 1343.28,416.227 1343.34,297.49 1343.41,281.238 1343.48,540.478 1343.54,523.577 1343.61,129.51 1343.67,185.413 1343.74,486.907 1343.81,315.467 1343.87,448.801 1343.94,353.677 1344.01,409.53 1344.07,324.319 1344.14,351.836 1344.21,369.33 1344.27,462.211 1344.34,477.836 1344.4,317.4 1344.47,165.65 1344.54,398.497 1344.6,269.874 1344.67,382.446 1344.74,491.638 1344.8,345.429 1344.87,803.421 1344.94,401.728 1345,672.458 1345.07,347.487 1345.13,254.397 1345.2,382.285 1345.27,363.413 1345.33,772.717 1345.4,450.135 1345.47,418.728 1345.53,438.907 1345.6,250.882 1345.67,259.193 1345.73,484.637 1345.8,492.841 1345.87,542.673 1345.93,178.079 1346,368.214 1346.06,231.274 1346.13,428.927 1346.2,330.916 1346.26,249.442 1346.33,185.266 1346.4,452.079 1346.46,400.723 1346.53,405.568 1346.6,571.522 1346.66,498.143 1346.73,736.165 1346.79,694.671 1346.86,574.836 1346.93,536.776 1346.99,378.98 1347.06,379.888 1347.13,140.492 1347.19,386.891 1347.26,314.136 1347.33,279.251 1347.39,409.167 1347.46,455.897 1347.52,722.894 1347.59,615.157 1347.66,493.772 1347.72,491.732 1347.79,476.985 1347.86,389.192 1347.92,185.221 1347.99,362.927 1348.06,440.457 1348.12,454.231 1348.19,377.998 1348.25,410.457 1348.32,440.668 1348.39,358.797 1348.45,275.418 1348.52,509.663 1348.59,460.491 1348.65,561.137 1348.72,486.753 1348.79,415.235 1348.85,342.174 1348.92,467.499 1348.98,549.501 1349.05,525.109 1349.12,400.986 1349.18,492.294 1349.25,202.416 1349.32,673.65 1349.38,398.95 1349.45,450.212 1349.52,495.231 1349.58,396.726 1349.65,205.036 1349.71,370.841 1349.78,204.305 1349.85,190.905 1349.91,200.411 1349.98,256.71 1350.05,512.003 1350.11,253.291 1350.18,405.111 1350.25,396.039 1350.31,169.473 1350.38,220.919 1350.44,379.944 1350.51,412.368 1350.58,282.367 1350.64,265.236 1350.71,245.921 1350.78,371.864 1350.84,445.733 1350.91,507.905 1350.98,459.976 1351.04,143.933 1351.11,487.289 1351.17,253.467 1351.24,407.695 1351.31,419.583 1351.37,454.454 1351.44,417.108 1351.51,449.324 1351.57,365.143 1351.64,526.878 1351.71,595.085 1351.77,636.592 1351.84,504.943 1351.91,901.069 1351.97,612.94 1352.04,606.475 1352.1,272.596 1352.17,270.73 1352.24,203.083 1352.3,252.188 1352.37,329.42 1352.44,223.229 1352.5,304.498 1352.57,481.687 1352.64,490.664 1352.7,337.741 1352.77,244.651 1352.83,426.919 1352.9,444.128 1352.97,780.628 1353.03,734.131 1353.1,420.524 1353.17,476.291 1353.23,307.223 1353.3,308.615 1353.37,491.644 1353.43,278.155 1353.5,156.337 1353.56,544.719 1353.63,545.638 1353.7,445.919 1353.76,382.302 1353.83,685.805 1353.9,331.581 1353.96,394.972 1354.03,256.942 1354.1,459.814 1354.16,392.558 1354.23,621.045 1354.29,335.447 1354.36,316.821 1354.43,178.846 1354.49,475.446 1354.56,218.739 1354.63,528.635 1354.69,263.118 1354.76,402.547 1354.83,401.57 1354.89,528.568 1354.96,389.697 1355.02,394.901 1355.09,310.677 1355.16,537.162 1355.22,622.693 1355.29,850.24 1355.36,609.833 1355.42,287.074 1355.49,626.233 1355.56,607.53 1355.62,454.083 1355.69,354.237 1355.75,386.699 1355.82,446.743 1355.89,548.898 1355.95,559.771 1356.02,527.572 1356.09,386.099 1356.15,411.55 1356.22,515.695 1356.29,344.936 1356.35,229.581 1356.42,307.423 1356.48,665.528 1356.55,405.932 1356.62,272.53 1356.68,235.049 1356.75,377.497 1356.82,229.765 1356.88,463.062 1356.95,461.748 1357.02,492.563 1357.08,838.609 1357.15,788.937 1357.22,499.731 1357.28,319.411 1357.35,887.468 1357.41,323.492 1357.48,430.672 1357.55,519.883 1357.61,342.128 1357.68,624.987 1357.75,689.646 1357.81,276.652 1357.88,357.433 1357.95,307.196 1358.01,385.799 1358.08,487.497 1358.14,367.085 1358.21,294.076 1358.28,454.379 1358.34,400.728 1358.41,493.097 1358.48,345.331 1358.54,295.001 1358.61,267.269 1358.68,279.357 1358.74,281.784 1358.81,359.781 1358.87,210.023 1358.94,493.003 1359.01,485.085 1359.07,330.574 1359.14,272.328 1359.21,421.575 1359.27,359.22 1359.34,670.797 1359.41,471.57 1359.47,311.675 1359.54,555.312 1359.6,855.454 1359.67,435.617 1359.74,153.59 1359.8,165.538 1359.87,286.17 1359.94,188.285 1360,361.971 1360.07,418.143 1360.14,377.81 1360.2,391.292 1360.27,331.937 1360.33,314.63 1360.4,338.159 1360.47,539.269 1360.53,437.096 1360.6,469.571 1360.67,382.215 1360.73,288.152 1360.8,227.04 1360.87,365.92 1360.93,369.543 1361,404.172 1361.06,426.633 1361.13,203.422 1361.2,237.275 1361.26,282.85 1361.33,431.645 1361.4,479.414 1361.46,558.526 1361.53,500.464 1361.6,322.405 1361.66,213.689 1361.73,279.157 1361.79,307.492 1361.86,159.575 1361.93,377.756 1361.99,447.831 1362.06,496.912 1362.13,546.669 1362.19,470.556 1362.26,342.098 1362.33,250.516 1362.39,197.566 1362.46,332.292 1362.52,481.996 1362.59,345.591 1362.66,263.105 1362.72,477.345 1362.79,353.248 1362.86,356.488 1362.92,592.579 1362.99,477.744 1363.06,425.287 1363.12,156.511 1363.19,299.637 1363.26,310.953 1363.32,441.383 1363.39,428.806 1363.45,543.55 1363.52,654.597 1363.59,457.907 1363.65,505.165 1363.72,272.592 1363.79,251.65 1363.85,256.52 1363.92,373.258 1363.99,358.632 1364.05,330.421 1364.12,248.028 1364.18,214.807 1364.25,343.997 1364.32,324.58 1364.38,349.647 1364.45,281.03 1364.52,365.183 1364.58,203.242 1364.65,214.337 1364.72,264.315 1364.78,400.402 1364.85,582.373 1364.91,601.264 1364.98,567.753 1365.05,698.251 1365.11,714.114 1365.18,718.991 1365.25,779.043 1365.31,840.455 1365.38,974.589 1365.45,1264.25 1365.51,1003.88 1365.58,600.463 1365.64,683.413 1365.71,767.45 1365.78,481.029 1365.84,615.068 1365.91,612.467 1365.98,436.046 1366.04,457.402 1366.11,1002.76 1366.18,405.034 1366.24,457.69 1366.31,353.844 1366.37,668.483 1366.44,453.262 1366.51,262.959 1366.57,175.454 1366.64,478.449 1366.71,359.858 1366.77,375.975 1366.84,395.978 1366.91,273.97 1366.97,203.99 1367.04,137.466 1367.1,316.416 1367.17,315.581 1367.24,469.901 1367.3,264.814 1367.37,521.781 1367.44,328.734 1367.5,305.149 1367.57,395.98 1367.64,176.501 1367.7,477.893 1367.77,356.556 1367.83,480.347 1367.9,521.052 1367.97,706.438 1368.03,569.108 1368.1,314.12 1368.17,384.977 1368.23,506.435 1368.3,562.198 1368.37,426.195 1368.43,418.075 1368.5,262.249 1368.56,525.771 1368.63,327.394 1368.7,242.288 1368.76,299.59 1368.83,421.399 1368.9,260.653 1368.96,214.593 1369.03,325.515 1369.1,292.506 1369.16,278.766 1369.23,565.804 1369.3,283.456 1369.36,613.385 1369.43,305.098 1369.49,235.215 1369.56,409.083 1369.63,501.848 1369.69,185.768 1369.76,342.031 1369.83,357.025 1369.89,247.93 1369.96,345.489 1370.03,617.951 1370.09,698.139 1370.16,410.349 1370.22,394.255 1370.29,461.632 1370.36,542.55 1370.42,386.449 1370.49,454.144 1370.56,635.504 1370.62,675.846 1370.69,348.824 1370.76,681.009 1370.82,233.732 1370.89,589.757 1370.95,745.057 1371.02,655.964 1371.09,530.411 1371.15,522.5 1371.22,528.151 1371.29,575.784 1371.35,545.194 1371.42,667.871 1371.49,372.146 1371.55,398.282 1371.62,370.59 1371.68,341.276 1371.75,459.487 1371.82,463.534 1371.88,542.314 1371.95,587.634 1372.02,657.871 1372.08,428.162 1372.15,534.835 1372.22,694.19 1372.28,600.989 1372.35,381.612 1372.41,335.062 1372.48,329.97 1372.55,417.225 1372.61,292.655 1372.68,431.482 1372.75,335.866 1372.81,383.141 1372.88,332.615 1372.95,496.088 1373.01,403.483 1373.08,361.176 1373.14,321.163 1373.21,387.837 1373.28,207.998 1373.34,199.687 1373.41,388.94 1373.48,343.933 1373.54,349.171 1373.61,333.642 1373.68,198.531 1373.74,427.333 1373.81,333.734 1373.87,309.63 1373.94,314.62 1374.01,386.225 1374.07,270.825 1374.14,321.883 1374.21,293.929 1374.27,279.368 1374.34,285.247 1374.41,648.945 1374.47,289.148 1374.54,211.644 1374.61,563.199 1374.67,386.507 1374.74,496.289 1374.8,665.854 1374.87,514.088 1374.94,164.894 1375,223.565 1375.07,244.07 1375.14,347.742 1375.2,294.219 1375.27,391.046 1375.34,280.993 1375.4,385.847 1375.47,358.58 1375.53,204.237 1375.6,336.508 1375.67,288.347 1375.73,434.95 1375.8,350.396 1375.87,370.421 1375.93,348.105 1376,449.342 1376.07,342.883 1376.13,720.737 1376.2,546.631 1376.26,299.495 1376.33,370.322 1376.4,799.535 1376.46,754.518 1376.53,401.963 1376.6,205.488 1376.66,285.277 1376.73,143.048 1376.8,429.946 1376.86,326.122 1376.93,202.754 1376.99,210.515 1377.06,237.384 1377.13,558.863 1377.19,153.331 1377.26,507.116 1377.33,309.907 1377.39,658.89 1377.46,480.204 1377.53,378.899 1377.59,577.912 1377.66,394.142 1377.72,632.507 1377.79,297.596 1377.86,246.006 1377.92,371.086 1377.99,410.127 1378.06,331.8 1378.12,589.717 1378.19,425.515 1378.26,576.785 1378.32,466.516 1378.39,455.868 1378.45,566.901 1378.52,602.377 1378.59,351.575 1378.65,405.613 1378.72,410.861 1378.79,419.403 1378.85,437.86 1378.92,526.475 1378.99,451.226 1379.05,273.245 1379.12,513.074 1379.18,336.645 1379.25,328.984 1379.32,275.934 1379.38,489.76 1379.45,291.587 1379.52,333.379 1379.58,242.014 1379.65,377.223 1379.72,303.053 1379.78,341.376 1379.85,376.288 1379.91,289.737 1379.98,315.731 1380.05,320.673 1380.11,473.971 1380.18,178.924 1380.25,331.965 1380.31,409.014 1380.38,603.117 1380.45,259.285 1380.51,517.847 1380.58,473.321 1380.65,330.616 1380.71,616.308 1380.78,486.447 1380.84,656.552 1380.91,476.314 1380.98,630.85 1381.04,317.131 1381.11,439.806 1381.18,496.362 1381.24,420.081 1381.31,603.886 1381.38,768.997 1381.44,627.118 1381.51,629.343 1381.57,673.677 1381.64,437.548 1381.71,151.375 1381.77,262.066 1381.84,324.41 1381.91,442.555 1381.97,431.981 1382.04,350.069 1382.11,257.879 1382.17,235.971 1382.24,195.001 1382.3,494.755 1382.37,502.829 1382.44,441.207 1382.5,366.848 1382.57,364.071 1382.64,214.865 1382.7,317.942 1382.77,629.608 1382.84,631.839 1382.9,568.105 1382.97,661.254 1383.03,363.023 1383.1,287.72 1383.17,487.18 1383.23,543.815 1383.3,585.185 1383.37,388.198 1383.43,433.836 1383.5,294.439 1383.57,512.976 1383.63,471.43 1383.7,389.254 1383.76,352.06 1383.83,211.264 1383.9,256.573 1383.96,171.858 1384.03,356.915 1384.1,372.866 1384.16,259.594 1384.23,527.645 1384.3,294.193 1384.36,311.585 1384.43,307.007 1384.49,298.31 1384.56,445.942 1384.63,406.43 1384.69,320.824 1384.76,532.2 1384.83,381.282 1384.89,465.746 1384.96,473.01 1385.03,500.283 1385.09,300.068 1385.16,439.538 1385.22,829.685 1385.29,583.025 1385.36,296.295 1385.42,262.855 1385.49,260.186 1385.56,464.154 1385.62,578.516 1385.69,483.615 1385.76,458.117 1385.82,576.886 1385.89,789.333 1385.95,434.907 1386.02,290.718 1386.09,548.68 1386.15,429.307 1386.22,425.087 1386.29,266.335 1386.35,420.075 1386.42,181.987 1386.49,585.824 1386.55,430.852 1386.62,467.034 1386.69,476.167 1386.75,516.425 1386.82,631.47 1386.88,582.268 1386.95,534.407 1387.02,306.85 1387.08,366.844 1387.15,479.364 1387.22,313.872 1387.28,461.342 1387.35,343.689 1387.42,328.397 1387.48,482.577 1387.55,414.145 1387.61,428.084 1387.68,269.113 1387.75,324.888 1387.81,324.776 1387.88,274.354 1387.95,318.291 1388.01,371.79 1388.08,415.891 1388.15,443.258 1388.21,227.499 1388.28,324.589 1388.34,317.497 1388.41,197.666 1388.48,524.915 1388.54,306.652 1388.61,506.465 1388.68,419.827 1388.74,374.176 1388.81,380.352 1388.88,340.136 1388.94,366.309 1389.01,518.54 1389.07,670.004 1389.14,247.688 1389.21,291.102 1389.27,516.541 1389.34,236.919 1389.41,196.459 1389.47,341.468 1389.54,282.698 1389.61,391.383 1389.67,353.067 1389.74,399.52 1389.8,473.188 1389.87,448.172 1389.94,371.441 1390,500.962 1390.07,394.819 1390.14,246.382 1390.2,308.419 1390.27,526.019 1390.34,598.438 1390.4,428.111 1390.47,469.722 1390.53,573.945 1390.6,295.06 1390.67,511.082 1390.73,233.73 1390.8,364.675 1390.87,333.213 1390.93,584.694 1391,239.197 1391.07,375.249 1391.13,368.275 1391.2,553.312 1391.26,356.081 1391.33,425.405 1391.4,481.811 1391.46,396.682 1391.53,445.05 1391.6,368.562 1391.66,184.454 1391.73,245.902 1391.8,375.1 1391.86,363.146 1391.93,459.389 1391.99,515.22 1392.06,504.909 1392.13,193.079 1392.19,431.137 1392.26,113.808 1392.33,414.866 1392.39,308.98 1392.46,545.332 1392.53,239.466 1392.59,431.998 1392.66,682.601 1392.73,533.711 1392.79,245.126 1392.86,372.26 1392.92,662.224 1392.99,466.747 1393.06,542.819 1393.12,317.416 1393.19,198.711 1393.26,475.861 1393.32,424.818 1393.39,464.2 1393.46,388.464 1393.52,324.237 1393.59,533.472 1393.65,227.144 1393.72,298.819 1393.79,154.488 1393.85,317.516 1393.92,423.859 1393.99,418.146 1394.05,603.753 1394.12,572.298 1394.19,616.902 1394.25,328.702 1394.32,221.828 1394.38,360.253 1394.45,312.703 1394.52,686.942 1394.58,630.876 1394.65,689.232 1394.72,605.182 1394.78,661.777 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1603.99,296.784 1604.06,376.139 1604.13,483.205 1604.19,844.842 1604.26,415.41 1604.33,632.218 1604.39,426.026 1604.46,331.602 1604.52,129.396 1604.59,199.205 1604.66,341.611 1604.72,321.201 1604.79,361.074 1604.86,292.725 1604.92,427.742 1604.99,488.984 1605.06,394.876 1605.12,402.09 1605.19,284.151 1605.25,439.898 1605.32,332.802 1605.39,307.205 1605.45,219.822 1605.52,277.926 1605.59,474.133 1605.65,208.088 1605.72,219.075 1605.79,254.969 1605.85,221.009 1605.92,328.456 1605.98,290.204 1606.05,567.136 1606.12,394.649 1606.18,222.672 1606.25,473.171 1606.32,367.239 1606.38,483.381 1606.45,243.982 1606.52,554.373 1606.58,402.824 1606.65,487.121 1606.71,379.237 1606.78,494.524 1606.85,557.037 1606.91,280.108 1606.98,391.562 1607.05,449.238 1607.11,192.593 1607.18,179.686 1607.25,210.286 1607.31,653.388 1607.38,482.886 1607.44,391.74 1607.51,458.54 1607.58,325.787 1607.64,291.497 1607.71,553.384 1607.78,316.035 1607.84,395.4 1607.91,352.604 1607.98,297.267 1608.04,261.702 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1900.95,469.264 1901.02,205.959 1901.08,459.908 1901.15,198.104 1901.22,257.589 1901.28,423.922 1901.35,538.266 1901.42,561.936 1901.48,337.013 1901.55,316.954 1901.61,302.223 1901.68,365.356 1901.75,373.285 1901.81,582.96 1901.88,498.499 1901.95,305.459 1902.01,346.104 1902.08,267.931 1902.15,628.004 1902.21,368.961 1902.28,339.441 1902.34,169.969 1902.41,293.833 1902.48,250.791 1902.54,375.462 1902.61,614.607 1902.68,620.527 1902.74,532.186 1902.81,679.896 1902.88,649.069 1902.94,569.3 1903.01,698.652 1903.07,492.209 1903.14,318.415 1903.21,390.905 1903.27,318.503 1903.34,580.911 1903.41,283.648 1903.47,252.19 1903.54,304.55 1903.61,420.614 1903.67,342.176 1903.74,469.994 1903.8,358.038 1903.87,742.867 1903.94,635.237 1904,558.881 1904.07,410.598 1904.14,661.702 1904.2,274.121 1904.27,394.945 1904.34,265.451 1904.4,486.285 1904.47,415.243 1904.53,433.82 1904.6,366.219 1904.67,271.817 1904.73,389.326 1904.8,425.719 1904.87,311.577 1904.93,344.705 1905,381.221 1905.07,332.977 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1913.5,420.197 1913.56,611.587 1913.63,431.913 1913.69,469.589 1913.76,645.767 1913.83,836.335 1913.89,856.507 1913.96,822.276 1914.03,749.125 1914.09,641.689 1914.16,954.79 1914.23,724.091 1914.29,245.233 1914.36,338.093 1914.42,280.991 1914.49,352.175 1914.56,394.043 1914.62,582.006 1914.69,287.425 1914.76,335.872 1914.82,523.777 1914.89,203.465 1914.96,296.191 1915.02,470.561 1915.09,409.147 1915.15,578.37 1915.22,738.37 1915.29,342.889 1915.35,739.383 1915.42,204.393 1915.49,541.723 1915.55,401.425 1915.62,461.858 1915.69,477.406 1915.75,672.149 1915.82,572.887 1915.88,647.226 1915.95,659.224 1916.02,459.766 1916.08,586.245 1916.15,591.601 1916.22,679.784 1916.28,200.817 1916.35,350.719 1916.42,380.541 1916.48,393.938 1916.55,372.111 1916.61,587.915 1916.68,262.575 1916.75,227.528 1916.81,409.466 1916.88,397.12 1916.95,274.853 1917.01,234.111 1917.08,337.829 1917.15,248.209 1917.21,231.839 1917.28,382.992 1917.34,484.888 1917.41,345.086 1917.48,431.786 1917.54,595.073 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1921.79,457.231 1921.86,356.258 1921.92,534.122 1921.99,497.889 1922.06,317.254 1922.12,451.828 1922.19,267.674 1922.26,478.143 1922.32,502.396 1922.39,1067.54 1922.46,737.254 1922.52,241.032 1922.59,321.976 1922.65,326.392 1922.72,311.459 1922.79,366.42 1922.85,558.08 1922.92,448.391 1922.99,840.233 1923.05,540.616 1923.12,229.375 1923.19,219.957 1923.25,367.911 1923.32,381.02 1923.38,254.418 1923.45,295.503 1923.52,358.839 1923.58,304.813 1923.65,389.687 1923.72,509.003 1923.78,465.346 1923.85,508.325 1923.92,630.782 1923.98,662.195 1924.05,672.294 1924.11,521.377 1924.18,290.909 1924.25,351.859 1924.31,331.098 1924.38,269.302 1924.45,459.444 1924.51,535.778 1924.58,312.28 1924.65,373.497 1924.71,291.887 1924.78,605.175 1924.85,495.401 1924.91,477.268 1924.98,349.916 1925.04,318.968 1925.11,1015.85 1925.18,221.552 1925.24,346.785 1925.31,219.772 1925.38,376.646 1925.44,589.3 1925.51,502.348 1925.58,156.789 1925.64,468.932 1925.71,441.892 1925.77,436.549 1925.84,380.554 1925.91,756.2 1925.97,1072.69 1926.04,903.922 1926.11,832.473 1926.17,611.862 1926.24,327.267 1926.31,338.85 1926.37,435.416 1926.44,337.111 1926.5,553.361 1926.57,655.819 1926.64,250.412 1926.7,396.785 1926.77,406.886 1926.84,424.107 1926.9,146.547 1926.97,322.258 1927.04,546.153 1927.1,372.691 1927.17,275.464 1927.23,125.251 1927.3,322.833 1927.37,454.966 1927.43,321.224 1927.5,346.827 1927.57,251.716 1927.63,223.995 1927.7,373.199 1927.77,312.501 1927.83,261.051 1927.9,548.015 1927.96,294.604 1928.03,312.592 1928.1,513.111 1928.16,315.779 1928.23,265.936 1928.3,281.483 1928.36,317.539 1928.43,155.073 1928.5,343.626 1928.56,325.943 1928.63,271.729 1928.69,224.266 1928.76,223.638 1928.83,364.39 1928.89,360.754 1928.96,530.916 1929.03,375.312 1929.09,169.81 1929.16,494.939 1929.23,347.34 1929.29,658.536 1929.36,258.621 1929.42,322.429 1929.49,164.067 1929.56,398.992 1929.62,325.807 1929.69,429.268 1929.76,300.188 1929.82,391.549 1929.89,316.685 1929.96,333.432 1930.02,600.347 1930.09,339.792 1930.15,432.827 1930.22,454.139 1930.29,291.15 1930.35,420.875 1930.42,256.924 1930.49,422.735 1930.55,293.955 1930.62,371.22 1930.69,308.117 1930.75,464.578 1930.82,281.432 1930.89,305.836 1930.95,521.822 1931.02,311.859 1931.08,264.653 1931.15,376.563 1931.22,397.455 1931.28,357.657 1931.35,383.184 1931.42,223.809 1931.48,374.695 1931.55,382.554 1931.62,381.65 1931.68,411.505 1931.75,477.709 1931.81,474.916 1931.88,498.255 1931.95,153.643 1932.01,188.364 1932.08,394.237 1932.15,325.92 1932.21,222.732 1932.28,428.873 1932.35,313.469 1932.41,417.239 1932.48,379.627 1932.54,191.834 1932.61,644.191 1932.68,608.78 1932.74,609.618 1932.81,227.828 1932.88,407.123 1932.94,402.804 1933.01,362.048 1933.08,305.218 1933.14,264.322 1933.21,293.785 1933.27,416.93 1933.34,360.855 1933.41,514.156 1933.47,459.54 1933.54,555.064 1933.61,636.493 1933.67,155.513 1933.74,409.393 1933.81,279.293 1933.87,251.577 1933.94,404.712 1934,193.303 1934.07,299.5 1934.14,428.441 1934.2,312.781 1934.27,343.915 1934.34,359.908 1934.4,324.211 1934.47,536.932 1934.54,539.544 1934.6,182.118 1934.67,271.707 1934.73,380.61 1934.8,557.671 1934.87,336.408 1934.93,265.611 1935,457.835 1935.07,365.084 1935.13,387.053 1935.2,225.666 1935.27,278.177 1935.33,228.873 1935.4,522.909 1935.46,409.353 1935.53,550.033 1935.6,437.131 1935.66,554.757 1935.73,489.821 1935.8,472.237 1935.86,459.159 1935.93,434.036 1936,298.089 1936.06,403.735 1936.13,291.073 1936.19,211.162 1936.26,321.832 1936.33,507.135 1936.39,280.248 1936.46,338.775 1936.53,689.236 1936.59,439.104 1936.66,221.237 1936.73,459.046 1936.79,512.03 1936.86,417.9 1936.93,237.746 1936.99,328.825 1937.06,423.792 1937.12,319.68 1937.19,327.394 1937.26,548.75 1937.32,588.421 1937.39,457.992 1937.46,535.839 1937.52,330.061 1937.59,315.184 1937.66,182.109 1937.72,347.741 1937.79,448.892 1937.85,440.484 1937.92,425.619 1937.99,384.945 1938.05,302.896 1938.12,222.437 1938.19,263.308 1938.25,471.769 1938.32,313.61 1938.39,514.646 1938.45,569.044 1938.52,256.805 1938.58,220.15 1938.65,206.491 1938.72,255.131 1938.78,329.323 1938.85,473.623 1938.92,281.169 1938.98,409.967 1939.05,472.847 1939.12,451.268 1939.18,519.879 1939.25,384.263 1939.31,493.794 1939.38,399.65 1939.45,263.3 1939.51,217.85 1939.58,539.104 1939.65,253.561 1939.71,349.472 1939.78,364.917 1939.85,358.409 1939.91,624.857 1939.98,645.084 1940.04,399.038 1940.11,362.723 1940.18,171.071 1940.24,365.378 1940.31,380.975 1940.38,249.672 1940.44,350.203 1940.51,400.338 1940.58,249.206 1940.64,291.922 1940.71,391.124 1940.77,541.349 1940.84,306.526 1940.91,207.795 1940.97,431.599 1941.04,955.801 1941.11,1038.31 1941.17,745.98 1941.24,725.769 1941.31,403.667 1941.37,147.286 1941.44,271.037 1941.5,291.633 1941.57,380.773 1941.64,319.683 1941.7,808.382 1941.77,368.041 1941.84,467.988 1941.9,530.49 1941.97,298.861 1942.04,648.493 1942.1,535.811 1942.17,516.513 1942.24,515.742 1942.3,338.103 1942.37,92.7712 1942.43,398.729 1942.5,412.264 1942.57,230.302 1942.63,155.152 1942.7,384.455 1942.77,599.162 1942.83,735.174 1942.9,407.267 1942.97,411.778 1943.03,210.554 1943.1,500.635 1943.16,722.18 1943.23,590.588 1943.3,863.855 1943.36,875.193 1943.43,883.834 1943.5,629.479 1943.56,617.539 1943.63,465.903 1943.7,615.382 1943.76,433.884 1943.83,267.421 1943.89,326.806 1943.96,321.164 1944.03,492.236 1944.09,264.872 1944.16,173.465 1944.23,181.025 1944.29,230.418 1944.36,319.553 1944.43,536.221 1944.49,406.142 1944.56,655.632 1944.62,489.469 1944.69,529.846 1944.76,412.009 1944.82,591.558 1944.89,596.625 1944.96,584.835 1945.02,540.792 1945.09,523.695 1945.16,932.039 1945.22,761.911 1945.29,387.199 1945.35,666.144 1945.42,275.625 1945.49,306.954 1945.55,176.121 1945.62,182.045 1945.69,351.978 1945.75,351.651 1945.82,550.278 1945.89,588.16 1945.95,425.462 1946.02,909.319 1946.08,468.964 1946.15,340.606 1946.22,388.881 1946.28,466.863 1946.35,373.747 1946.42,684.641 1946.48,559.394 1946.55,602.75 1946.62,347.589 1946.68,338.338 1946.75,618.239 1946.81,619.195 1946.88,285.727 1946.95,281.533 1947.01,491.055 1947.08,459.626 1947.15,309.364 1947.21,568.099 1947.28,344.57 1947.35,562.941 1947.41,290.641 1947.48,396.205 1947.54,366.605 1947.61,1067.72 1947.68,598.928 1947.74,408.162 1947.81,236.732 1947.88,394.017 1947.94,362.162 1948.01,161.25 1948.08,401.09 1948.14,369.233 1948.21,509.086 1948.28,192.719 1948.34,329.566 1948.41,439.121 1948.47,346.789 1948.54,398.175 1948.61,331.968 1948.67,236.606 1948.74,251.123 1948.81,280.028 1948.87,475.693 1948.94,244.461 1949.01,519.375 1949.07,367.448 1949.14,485.175 1949.2,259.607 1949.27,545.157 1949.34,264.073 1949.4,255.389 1949.47,443.308 1949.54,483.473 1949.6,512.14 1949.67,308.761 1949.74,384.009 1949.8,380.704 1949.87,315.925 1949.93,326.713 1950,167.21 1950.07,198.825 1950.13,193.455 1950.2,527.805 1950.27,558.647 1950.33,395.269 1950.4,404.112 1950.47,424.419 1950.53,504.242 1950.6,784.464 1950.66,275.979 1950.73,351.59 1950.8,445.438 1950.86,304.301 1950.93,401.284 1951,374.365 1951.06,259.139 1951.13,217.383 1951.2,533.279 1951.26,352.894 1951.33,494.68 1951.39,454.177 1951.46,468.574 1951.53,510.352 1951.59,381.111 1951.66,612.785 1951.73,540.859 1951.79,521.591 1951.86,471.628 1951.93,748.727 1951.99,743.709 1952.06,703.597 1952.12,676.133 1952.19,605.579 1952.26,593.968 1952.32,663.2 1952.39,284.079 1952.46,642.609 1952.52,539.382 1952.59,321.892 1952.66,397.287 1952.72,274.237 1952.79,260.541 1952.85,239.794 1952.92,510.286 1952.99,468.358 1953.05,526.06 1953.12,631.39 1953.19,301.326 1953.25,277.487 1953.32,299.186 1953.39,368.725 1953.45,449.091 1953.52,165.382 1953.58,370.803 1953.65,459.174 1953.72,333.514 1953.78,415.433 1953.85,277.166 1953.92,367.896 1953.98,323.636 1954.05,250.76 1954.12,590.578 1954.18,357.645 1954.25,611.174 1954.32,601.671 1954.38,612.025 1954.45,529.717 1954.51,664.676 1954.58,457.812 1954.65,367.448 1954.71,227.096 1954.78,263.601 1954.85,660.121 1954.91,396.042 1954.98,402.177 1955.05,250.553 1955.11,427.23 1955.18,386.135 1955.24,244.198 1955.31,364.898 1955.38,357.443 1955.44,491.081 1955.51,354.091 1955.58,250.632 1955.64,519.219 1955.71,288.783 1955.78,452.421 1955.84,296.432 1955.91,456.214 1955.97,252.714 1956.04,364.742 1956.11,489.295 1956.17,487.034 1956.24,253.053 1956.31,320.382 1956.37,382.629 1956.44,187.191 1956.51,376.356 1956.57,419.123 1956.64,201.435 1956.7,388.443 1956.77,316.913 1956.84,287.491 1956.9,464.104 1956.97,305.036 1957.04,255.54 1957.1,480.716 1957.17,366.304 1957.24,241.906 1957.3,451.922 1957.37,352.509 1957.43,313.016 1957.5,330.039 1957.57,569.314 1957.63,429.442 1957.7,343.122 1957.77,326.68 1957.83,272.027 1957.9,375.83 1957.97,390.421 1958.03,336.526 1958.1,383.923 1958.16,358.738 1958.23,437.355 1958.3,471.223 1958.36,623.152 1958.43,446.384 1958.5,355.248 1958.56,441.956 1958.63,714.794 1958.7,304.438 1958.76,758.174 1958.83,317.274 1958.89,693.625 1958.96,667.377 1959.03,190.989 1959.09,243.801 1959.16,673.715 1959.23,344.423 1959.29,279.079 1959.36,349.222 1959.43,334.73 1959.49,453.091 1959.56,452.15 1959.62,168.344 1959.69,284.766 1959.76,439.353 1959.82,271.059 1959.89,178.53 1959.96,623.527 1960.02,413.316 1960.09,272.219 1960.16,425.42 1960.22,424.664 1960.29,389.84 1960.36,347.102 1960.42,352.21 1960.49,278.405 1960.55,439.48 1960.62,225.975 1960.69,530.962 1960.75,321.325 1960.82,414.907 1960.89,550.676 1960.95,436.806 1961.02,430.499 1961.09,603.088 1961.15,442.775 1961.22,188.901 1961.28,292.993 1961.35,445.95 1961.42,224.844 1961.48,312.422 1961.55,361.93 1961.62,223.443 1961.68,373.249 1961.75,323.247 1961.82,522.555 1961.88,554.61 1961.95,495.341 1962.01,298.954 1962.08,497.675 1962.15,332.954 1962.21,328.834 1962.28,446.663 1962.35,286.416 1962.41,235.712 1962.48,294.057 1962.55,443.93 1962.61,315.765 1962.68,681.682 1962.74,579.711 1962.81,477.223 1962.88,331.533 1962.94,304.593 1963.01,433.084 1963.08,337.458 1963.14,449.622 1963.21,310.042 1963.28,345.222 1963.34,193.691 1963.41,374.451 1963.47,245.751 1963.54,308.886 1963.61,240.076 1963.67,306.522 1963.74,284.692 1963.81,482.024 1963.87,566.764 1963.94,486.153 1964.01,320.474 1964.07,613.582 1964.14,576.524 1964.2,412.078 1964.27,243.269 1964.34,448.046 1964.4,480.251 1964.47,847.213 1964.54,741.645 1964.6,275.84 1964.67,267.175 1964.74,213.423 1964.8,237.682 1964.87,521.716 1964.93,414.441 1965,511.168 1965.07,462.95 1965.13,357.417 1965.2,348.047 1965.27,397.538 1965.33,606.459 1965.4,303.526 1965.47,399.341 1965.53,583.617 1965.6,620.531 1965.67,574.861 1965.73,531.269 1965.8,277.406 1965.86,400.963 1965.93,402.195 1966,255.107 1966.06,220.788 1966.13,461.246 1966.2,294.545 1966.26,465.251 1966.33,431.459 1966.4,609.458 1966.46,605.912 1966.53,550.503 1966.59,451.471 1966.66,239.801 1966.73,265.908 1966.79,419.545 1966.86,462.321 1966.93,228.792 1966.99,478.875 1967.06,369.985 1967.13,350.454 1967.19,429.187 1967.26,633.988 1967.32,670.262 1967.39,201.54 1967.46,293.83 1967.52,441.393 1967.59,436.223 1967.66,564.039 1967.72,394.407 1967.79,532.173 1967.86,778.944 1967.92,709.481 1967.99,642.58 1968.05,659.083 1968.12,265.133 1968.19,227.391 1968.25,230.537 1968.32,298.237 1968.39,417.73 1968.45,211.654 1968.52,296.876 1968.59,206.166 1968.65,350.684 1968.72,488.121 1968.78,306.404 1968.85,438.769 1968.92,653.589 1968.98,751.035 1969.05,704.894 1969.12,250.879 1969.18,149.948 1969.25,582.191 1969.32,222.387 1969.38,512.771 1969.45,293.235 1969.51,440.726 1969.58,243.738 1969.65,274.64 1969.71,255.632 1969.78,489.843 1969.85,559.067 1969.91,445.899 1969.98,449.22 1970.05,672.143 1970.11,612.449 1970.18,581.063 1970.24,434.241 1970.31,570.911 1970.38,540.513 1970.44,187.577 1970.51,459.074 1970.58,213.049 1970.64,469.485 1970.71,189.413 1970.78,224.739 1970.84,552.352 1970.91,360.746 1970.97,470.799 1971.04,381.573 1971.11,465.265 1971.17,601.907 1971.24,474.804 1971.31,592.907 1971.37,626.655 1971.44,214.583 1971.51,297.845 1971.57,398.396 1971.64,278.844 1971.71,127.922 1971.77,130.879 1971.84,419.431 1971.9,330.483 1971.97,287.036 1972.04,496.624 1972.1,266.199 1972.17,289.088 1972.24,211.024 1972.3,404.206 1972.37,500.753 1972.44,503.672 1972.5,491.158 1972.57,458.989 1972.63,288.968 1972.7,407.276 1972.77,630.751 1972.83,618.996 1972.9,717.78 1972.97,494.332 1973.03,830.662 1973.1,659.069 1973.17,591.621 1973.23,361.972 1973.3,198.067 1973.36,307.667 1973.43,302.464 1973.5,398.881 1973.56,394.896 1973.63,460.937 1973.7,442.224 1973.76,717.294 1973.83,689.138 1973.9,268.775 1973.96,251.618 1974.03,323.41 1974.09,491.835 1974.16,484.756 1974.23,396.352 1974.29,351.344 1974.36,584.72 1974.43,456.421 1974.49,292.038 1974.56,337.737 1974.63,265.12 1974.69,260.321 1974.76,303.657 1974.82,402.578 1974.89,261.364 1974.96,417.133 1975.02,294.29 1975.09,333.921 1975.16,427.685 1975.22,329.171 1975.29,227.454 1975.36,368.584 1975.42,380.725 1975.49,250.071 1975.55,464.015 1975.62,379.108 1975.69,537.463 1975.75,486.644 1975.82,448.684 1975.89,796.985 1975.95,561.513 1976.02,396.496 1976.09,440.264 1976.15,354.517 1976.22,412.717 1976.28,566.057 1976.35,425.824 1976.42,264.956 1976.48,592.08 1976.55,282.083 1976.62,565.707 1976.68,331.171 1976.75,642.355 1976.82,328.584 1976.88,221.699 1976.95,487.641 1977.01,410.463 1977.08,448.665 1977.15,568.344 1977.21,214.859 1977.28,252.612 1977.35,400.95 1977.41,565.973 1977.48,409.17 1977.55,441.133 1977.61,332.644 1977.68,511.781 1977.75,396.646 1977.81,721.573 1977.88,622.732 1977.94,643.73 1978.01,451.305 1978.08,230.181 1978.14,278.331 1978.21,455.521 1978.28,538.515 1978.34,517 1978.41,501.775 1978.48,532.716 1978.54,424.625 1978.61,249.896 1978.67,544.472 1978.74,223.143 1978.81,375.49 1978.87,320.541 1978.94,229.653 1979.01,478.818 1979.07,430.79 1979.14,273.991 1979.21,282.269 1979.27,675.897 1979.34,375.48 1979.4,395.305 1979.47,264.313 1979.54,311.319 1979.6,308.521 1979.67,459.772 1979.74,365.602 1979.8,429.181 1979.87,472.698 1979.94,447.567 1980,145.235 1980.07,276.595 1980.13,206.111 1980.2,192.342 1980.27,224.939 1980.33,218.028 1980.4,339.301 1980.47,221.061 1980.53,776.123 1980.6,517.657 1980.67,182.341 1980.73,219.425 1980.8,498.443 1980.86,267.882 1980.93,307.638 1981,377.669 1981.06,652.425 1981.13,240.118 1981.2,266.699 1981.26,275.27 1981.33,329.398 1981.4,402.954 1981.46,464.995 1981.53,544.412 1981.59,624.58 1981.66,174.431 1981.73,359.318 1981.79,299.486 1981.86,304.156 1981.93,551.753 1981.99,531.048 1982.06,624.304 1982.13,463.337 1982.19,645.463 1982.26,540.297 1982.32,539.777 1982.39,486.757 1982.46,403.969 1982.52,292.737 1982.59,350.116 1982.66,442.951 1982.72,393.769 1982.79,401.839 1982.86,531.999 1982.92,368.27 1982.99,566.14 1983.05,768.993 1983.12,488.195 1983.19,388.634 1983.25,254.166 1983.32,492.543 1983.39,346.618 1983.45,200.475 1983.52,404.549 1983.59,650.086 1983.65,274.847 1983.72,396.48 1983.79,432.871 1983.85,320.9 1983.92,416.486 1983.98,393.802 1984.05,472.76 1984.12,584.249 1984.18,560.737 1984.25,656.371 1984.32,342.275 1984.38,618.867 1984.45,477.469 1984.52,656.827 1984.58,540.493 1984.65,492.627 1984.71,427.416 1984.78,228.732 1984.85,331.777 1984.91,397.714 1984.98,708.908 1985.05,437.075 1985.11,314.78 1985.18,336.64 1985.25,318.497 1985.31,372.678 1985.38,190.907 1985.44,593.425 1985.51,409.498 1985.58,539.387 1985.64,582.135 1985.71,407.571 1985.78,407.495 1985.84,402.998 1985.91,252.323 1985.98,271.336 1986.04,497.055 1986.11,393.646 1986.17,501.221 1986.24,436.391 1986.31,709.956 1986.37,641.013 1986.44,645.066 1986.51,857.662 1986.57,601.841 1986.64,604.598 1986.71,349.187 1986.77,417.211 1986.84,905.928 1986.9,669.053 1986.97,573.745 1987.04,455.306 1987.1,321.082 1987.17,314.744 1987.24,332.239 1987.3,276.292 1987.37,485.024 1987.44,345.933 1987.5,298.513 1987.57,342.597 1987.63,450.135 1987.7,386.566 1987.77,339.223 1987.83,249.727 1987.9,300.327 1987.97,386.758 1988.03,383.491 1988.1,294.578 1988.17,350.266 1988.23,460.089 1988.3,686.422 1988.36,306.725 1988.43,309.136 1988.5,205.511 1988.56,238.213 1988.63,462.954 1988.7,273.94 1988.76,473.784 1988.83,409.901 1988.9,215.324 1988.96,399.294 1989.03,317.346 1989.1,332.487 1989.16,432.436 1989.23,499.136 1989.29,311.553 1989.36,433.024 1989.43,397.44 1989.49,426.756 1989.56,449.147 1989.63,391.039 1989.69,257.7 1989.76,350.364 1989.83,350.203 1989.89,543.376 1989.96,395.835 1990.02,379.387 1990.09,473.502 1990.16,378.983 1990.22,330.384 1990.29,303.443 1990.36,264.063 1990.42,382.422 1990.49,524.996 1990.56,245.973 1990.62,188.113 1990.69,396.02 1990.75,488.285 1990.82,405.264 1990.89,624.213 1990.95,327.466 1991.02,348.463 1991.09,206.896 1991.15,198.803 1991.22,506.865 1991.29,372.716 1991.35,261.068 1991.42,235.839 1991.48,235.278 1991.55,363.759 1991.62,663.555 1991.68,726.48 1991.75,675.346 1991.82,474.734 1991.88,259.642 1991.95,407.094 1992.02,431.924 1992.08,559.111 1992.15,607.864 1992.21,638.326 1992.28,404.656 1992.35,270.011 1992.41,503.185 1992.48,432.025 1992.55,408.047 1992.61,600.097 1992.68,661.189 1992.75,367.056 1992.81,357.071 1992.88,421.168 1992.94,506.955 1993.01,252.772 1993.08,387.664 1993.14,380.26 1993.21,272.8 1993.28,533.256 1993.34,696.338 1993.41,297.755 1993.48,396.892 1993.54,549.618 1993.61,550.242 1993.67,343.492 1993.74,506.82 1993.81,285.673 1993.87,495.527 1993.94,436.801 1994.01,458.785 1994.07,590.524 1994.14,573.682 1994.21,451.537 1994.27,666.514 1994.34,213.119 1994.4,282.707 1994.47,232.761 1994.54,259.778 1994.6,443.159 1994.67,280.435 1994.74,620.455 1994.8,293.607 1994.87,510.562 1994.94,588.378 1995,594.731 1995.07,465.493 1995.14,445.298 1995.2,414.553 1995.27,343.665 1995.33,379.017 1995.4,292.347 1995.47,250.122 1995.53,315.736 1995.6,482.55 1995.67,510.755 1995.73,546.694 1995.8,417.168 1995.87,547.925 1995.93,359.76 1996,495.36 1996.06,366.622 1996.13,391.19 1996.2,179.682 1996.26,263.575 1996.33,207.912 1996.4,219.516 1996.46,441.65 1996.53,457.689 1996.6,628.77 1996.66,452.766 1996.73,659.807 1996.79,432.28 1996.86,187.55 1996.93,351.385 1996.99,471.937 1997.06,506.898 1997.13,443.506 1997.19,418.851 1997.26,570.486 1997.33,376.843 1997.39,390.431 1997.46,320.434 1997.52,427.385 1997.59,564.455 1997.66,554.251 1997.72,194.883 1997.79,689.956 1997.86,335.026 1997.92,325.241 1997.99,348.027 1998.06,473.316 1998.12,354.227 1998.19,575.838 1998.25,453.188 1998.32,369.19 1998.39,515.45 1998.45,383.712 1998.52,355.256 1998.59,150.544 1998.65,302.006 1998.72,479.605 1998.79,497.421 1998.85,503.885 1998.92,406.534 1998.98,223.563 1999.05,256.002 1999.12,328.794 1999.18,394.758 1999.25,687.247 1999.32,688.577 1999.38,417.531 1999.45,358.123 1999.52,431.124 1999.58,379.21 1999.65,577.621 1999.71,417.224 1999.78,501.624 1999.85,213.198 1999.91,299.154 1999.98,856.243 2000.05,553.892 2000.11,484.035 2000.18,447.968 2000.25,355.38 2000.31,321.94 2000.38,329.708 2000.44,225.393 2000.51,580.822 2000.58,408.009 2000.64,403.38 2000.71,390.303 2000.78,472.224 2000.84,429.518 2000.91,316.766 2000.98,250.206 2001.04,143.147 2001.11,326.595 2001.18,224.83 2001.24,461.849 2001.31,562.155 2001.37,662.738 2001.44,374.794 2001.51,741.994 2001.57,1010.35 2001.64,563.068 2001.71,394.794 2001.77,228.435 2001.84,216.442 2001.91,338.268 2001.97,284.205 2002.04,422.466 2002.1,384.921 2002.17,240.472 2002.24,972.536 2002.3,740.503 2002.37,897.207 2002.44,776.965 2002.5,431.511 2002.57,106.208 2002.64,480.312 2002.7,550.3 2002.77,255.574 2002.83,274.4 2002.9,465.597 2002.97,314.29 2003.03,516.528 2003.1,464.357 2003.17,462.511 2003.23,289.247 2003.3,158.755 2003.37,239.72 2003.43,242.809 2003.5,327.784 2003.56,272.874 2003.63,265.31 2003.7,386.622 2003.76,375.141 2003.83,406.286 2003.9,318.711 2003.96,694.999 2004.03,849.922 2004.1,711.878 2004.16,586.075 2004.23,528.111 2004.29,254.293 2004.36,331.237 2004.43,250.245 2004.49,211.363 2004.56,309.105 2004.63,301.815 2004.69,372.389 2004.76,567.898 2004.83,306.19 2004.89,298.215 2004.96,119.158 2005.02,242.101 2005.09,299.044 2005.16,546.814 2005.22,521.331 2005.29,525.805 2005.36,419.916 2005.42,257.816 2005.49,290.861 2005.56,324.615 2005.62,421.739 2005.69,380.839 2005.75,366.865 2005.82,290.978 2005.89,243.725 2005.95,478.84 2006.02,302.966 2006.09,294.829 2006.15,152.804 2006.22,499.932 2006.29,258.863 2006.35,430.187 2006.42,314.859 2006.49,340.376 2006.55,591.942 2006.62,329.232 2006.68,284.405 2006.75,354.129 2006.82,246.895 2006.88,191.926 2006.95,431.999 2007.02,294.467 2007.08,296.3 2007.15,387.179 2007.22,213.362 2007.28,128.575 2007.35,379.499 2007.41,461.782 2007.48,235.471 2007.55,252.743 2007.61,453.496 2007.68,710.486 2007.75,341.185 2007.81,194.47 2007.88,485.215 2007.95,365.177 2008.01,425.663 2008.08,251.956 2008.14,410.805 2008.21,658.574 2008.28,698.337 2008.34,374.83 2008.41,689.206 2008.48,322.366 2008.54,382.641 2008.61,390.857 2008.68,283.466 2008.74,339.874 2008.81,269.617 2008.87,439.678 2008.94,412.057 2009.01,320.903 2009.07,378.786 2009.14,405.69 2009.21,229.832 2009.27,313 2009.34,263.525 2009.41,213.513 2009.47,315.377 2009.54,440.253 2009.6,467.602 2009.67,224.821 2009.74,304.335 2009.8,195.914 2009.87,294.453 2009.94,560.573 2010,560.776 2010.07,323.436 2010.14,257.442 2010.2,500.412 2010.27,335.258 2010.33,408.317 2010.4,200.617 2010.47,656.608 2010.53,240.125 2010.6,306.596 2010.67,435.067 2010.73,452.358 2010.8,303.953 2010.87,140.461 2010.93,244.401 2011,612.888 2011.06,274.843 2011.13,524.222 2011.2,326.273 2011.26,251.558 2011.33,605.064 2011.4,646.572 2011.46,666.246 2011.53,937.512 2011.6,292.94 2011.66,166.888 2011.73,313.509 2011.79,531.487 2011.86,310.198 2011.93,412.917 2011.99,222.059 2012.06,566.971 2012.13,597.165 2012.19,374.103 2012.26,185.448 2012.33,329.942 2012.39,370.035 2012.46,480.787 2012.53,456.978 2012.59,430.894 2012.66,401.619 2012.72,355.582 2012.79,286.25 2012.86,395.648 2012.92,569.807 2012.99,370.417 2013.06,269.121 2013.12,403.74 2013.19,338.402 2013.26,383.506 2013.32,407.949 2013.39,337.012 2013.45,442.778 2013.52,570.323 2013.59,301.798 2013.65,480.123 2013.72,537.924 2013.79,454.868 2013.85,650.317 2013.92,478.217 2013.99,445.452 2014.05,389.412 2014.12,462.286 2014.18,191.825 2014.25,346.093 2014.32,410.953 2014.38,271.147 2014.45,255.862 2014.52,249.654 2014.58,561.33 2014.65,360.283 2014.72,388.395 2014.78,173.304 2014.85,197.141 2014.91,284.028 2014.98,325.895 2015.05,551.806 2015.11,385.494 2015.18,227.358 2015.25,219.467 2015.31,128.416 2015.38,285.386 2015.45,491.013 2015.51,616.139 2015.58,533.857 2015.64,569.846 2015.71,501.576 2015.78,417.875 2015.84,294.802 2015.91,219.912 2015.98,321.3 2016.04,805.796 2016.11,277.617 2016.18,418.247 2016.24,374.146 2016.31,558.688 2016.37,602.163 2016.44,554.683 2016.51,555.746 2016.57,829.411 2016.64,960.8 2016.71,766.972 2016.77,409.06 2016.84,480.595 2016.91,467.078 2016.97,553.084 2017.04,386.082 2017.1,251.749 2017.17,409.651 2017.24,381.621 2017.3,455.038 2017.37,148.571 2017.44,267.196 2017.5,236.555 2017.57,402.092 2017.64,302.937 2017.7,401.151 2017.77,420.224 2017.83,449.35 2017.9,419.336 2017.97,732.576 2018.03,341.142 2018.1,177.556 2018.17,413.096 2018.23,326.651 2018.3,265.971 2018.37,337.492 2018.43,316.223 2018.5,561.25 2018.57,408.421 2018.63,488.554 2018.7,320.754 2018.76,618.92 2018.83,659.264 2018.9,664.662 2018.96,454.728 2019.03,396.127 2019.1,334.127 2019.16,728.578 2019.23,551.494 2019.3,473.485 2019.36,504.049 2019.43,392.513 2019.49,201.199 2019.56,310.107 2019.63,368.29 2019.69,473.545 2019.76,354.887 2019.83,286.771 2019.89,358.855 2019.96,268.865 2020.03,243.042 2020.09,211.958 2020.16,368.281 2020.22,456.835 2020.29,524.129 2020.36,493.36 2020.42,402.936 2020.49,501.644 2020.56,315.526 2020.62,430.738 2020.69,694.337 2020.76,660.804 2020.82,788.247 2020.89,473.023 2020.95,515.364 2021.02,256.444 2021.09,491.452 2021.15,345.561 2021.22,172.62 2021.29,209.571 2021.35,377.32 2021.42,191.063 2021.49,459.143 2021.55,306.374 2021.62,387.782 2021.68,198.192 2021.75,528.668 2021.82,392.894 2021.88,450.032 2021.95,543.632 2022.02,436.089 2022.08,402.27 2022.15,213.698 2022.22,541.706 2022.28,342.789 2022.35,174.992 2022.41,210.78 2022.48,203.843 2022.55,520.365 2022.61,768.786 2022.68,434.259 2022.75,401.593 2022.81,440.059 2022.88,661.775 2022.95,387.315 2023.01,418.348 2023.08,506.625 2023.14,533.332 2023.21,725.067 2023.28,498.42 2023.34,513.592 2023.41,537.915 2023.48,725.259 2023.54,529.896 2023.61,629.19 2023.68,248.963 2023.74,593.711 2023.81,445.216 2023.87,463.898 2023.94,325.216 2024.01,355.408 2024.07,210.609 2024.14,274.982 2024.21,293.421 2024.27,193.889 2024.34,242.896 2024.41,433.714 2024.47,148.189 2024.54,241.986 2024.61,324.159 2024.67,186.199 2024.74,213.119 2024.8,246.365 2024.87,535.706 2024.94,221.607 2025,127.298 2025.07,408.82 2025.14,284.326 2025.2,557.741 2025.27,262.408 2025.34,274.698 2025.4,490.657 2025.47,318.489 2025.53,728.916 2025.6,442.22 2025.67,292.185 2025.73,205.527 2025.8,278.206 2025.87,391.454 2025.93,318.649 2026,319.742 2026.07,266.367 2026.13,359.378 2026.2,444.594 2026.26,283.58 2026.33,278.701 2026.4,381.384 2026.46,331.704 2026.53,304.894 2026.6,464.332 2026.66,522.997 2026.73,571.631 2026.8,514.213 2026.86,630.744 2026.93,660.901 2026.99,516.316 2027.06,607.101 2027.13,633.955 2027.19,690.714 2027.26,524.28 2027.33,331.281 2027.39,293.894 2027.46,684.316 2027.53,304.696 2027.59,444.01 2027.66,311.728 2027.72,231.279 2027.79,279.43 2027.86,417.199 2027.92,381.401 2027.99,666.827 2028.06,769.479 2028.12,374.326 2028.19,441.774 2028.26,615.743 2028.32,495.486 2028.39,629.512 2028.45,183.277 2028.52,478.399 2028.59,370.236 2028.65,293.421 2028.72,205.626 2028.79,248.317 2028.85,259.699 2028.92,485.913 2028.99,464.128 2029.05,812.611 2029.12,653.636 2029.18,468.228 2029.25,417.003 2029.32,228.468 2029.38,270.571 2029.45,353.837 2029.52,415.116 2029.58,337.978 2029.65,308.227 2029.72,171.848 2029.78,367.11 2029.85,307.738 2029.92,340.876 2029.98,386.638 2030.05,429.202 2030.11,528.568 2030.18,421.421 2030.25,604.166 2030.31,346.796 2030.38,347.548 2030.45,340.464 2030.51,272.116 2030.58,340.257 2030.65,309.115 2030.71,270.36 2030.78,344.814 2030.84,449.138 2030.91,308.315 2030.98,448.632 2031.04,335.873 2031.11,395.759 2031.18,266.716 2031.24,237.479 2031.31,227.825 2031.38,502.053 2031.44,294.482 2031.51,652.011 2031.57,459.113 2031.64,588.352 2031.71,350.338 2031.77,340.513 2031.84,334.404 2031.91,276.463 2031.97,446.207 2032.04,521.139 2032.11,433.622 2032.17,371.876 2032.24,393.925 2032.3,524.201 2032.37,445.228 2032.44,545.75 2032.5,688.766 2032.57,837.9 2032.64,894.847 2032.7,542.39 2032.77,574.401 2032.84,748.616 2032.9,650.979 2032.97,592.574 2033.03,495.74 2033.1,273.047 2033.17,670.217 2033.23,413.704 2033.3,260.035 2033.37,281.831 2033.43,250.302 2033.5,328.486 2033.57,326.539 2033.63,215.759 2033.7,287.208 2033.76,178.757 2033.83,331.683 2033.9,276.008 2033.96,378.349 2034.03,323.499 2034.1,222.91 2034.16,374.364 2034.23,351.246 2034.3,809.658 2034.36,281.087 2034.43,406.246 2034.49,382.941 2034.56,832.069 2034.63,351.143 2034.69,382.382 2034.76,483.626 2034.83,232.751 2034.89,519.877 2034.96,297.231 2035.03,420.699 2035.09,142.857 2035.16,320.393 2035.22,354.725 2035.29,332.646 2035.36,345.719 2035.42,358.189 2035.49,253.672 2035.56,382.849 2035.62,167.276 2035.69,318.139 2035.76,412.694 2035.82,447.318 2035.89,549.402 2035.96,514.661 2036.02,639.9 2036.09,597.151 2036.15,397.512 2036.22,303.859 2036.29,382.726 2036.35,787.737 2036.42,206.431 2036.49,299.729 2036.55,212.379 2036.62,159.914 2036.69,207.473 2036.75,398.341 2036.82,418.929 2036.88,338.561 2036.95,551.368 2037.02,385.29 2037.08,437.323 2037.15,490.721 2037.22,480.061 2037.28,343.375 2037.35,433.137 2037.42,388.083 2037.48,200.629 2037.55,391.298 2037.61,510.601 2037.68,493.355 2037.75,669.252 2037.81,398.467 2037.88,209.466 2037.95,339.897 2038.01,369.678 2038.08,418.964 2038.15,208.25 2038.21,233.422 2038.28,163.168 2038.34,203.595 2038.41,238.254 2038.48,453.013 2038.54,422.423 2038.61,368.656 2038.68,299.784 2038.74,407.182 2038.81,414.753 2038.88,412.804 2038.94,443.357 2039.01,600.189 2039.07,351.814 2039.14,309.377 2039.21,347.835 2039.27,236.64 2039.34,398.665 2039.41,308.456 2039.47,297.498 2039.54,356.579 2039.61,678.254 2039.67,390.019 2039.74,594.527 2039.8,522.577 2039.87,540.756 2039.94,287.844 2040,328.855 2040.07,372.468 2040.14,215.8 2040.2,340.59 2040.27,388.264 2040.34,457.205 2040.4,632.982 2040.47,394.176 2040.53,545.588 2040.6,505.928 2040.67,420.212 2040.73,452.812 2040.8,378.176 2040.87,472.273 2040.93,351.22 2041,219.179 2041.07,200.888 2041.13,257.856 2041.2,227.814 2041.26,365.718 2041.33,417.397 2041.4,412.14 2041.46,574.484 2041.53,488.478 2041.6,549.371 2041.66,232.566 2041.73,296.249 2041.8,203.308 2041.86,494.115 2041.93,443.623 2042,384.569 2042.06,434.863 2042.13,583.711 2042.19,389.21 2042.26,327.932 2042.33,550.042 2042.39,336.045 2042.46,360.956 2042.53,377.228 2042.59,389.441 2042.66,363.406 2042.73,356.282 2042.79,419.395 2042.86,455.742 2042.92,559.477 2042.99,481.845 2043.06,291.497 2043.12,468.402 2043.19,269.552 2043.26,301.301 2043.32,180.503 2043.39,396.647 2043.46,401.122 2043.52,340.414 2043.59,479.348 2043.65,426.758 2043.72,331.543 2043.79,422.135 2043.85,424.042 2043.92,393.069 2043.99,791.046 2044.05,703.372 2044.12,509.41 2044.19,751.585 2044.25,437.398 2044.32,511.598 2044.38,411.796 2044.45,497.82 2044.52,558.218 2044.58,728.321 2044.65,711.165 2044.72,249.939 2044.78,323.48 2044.85,521.232 2044.92,387.154 2044.98,429.138 2045.05,596.633 2045.11,506.745 2045.18,734.567 2045.25,732.57 2045.31,680.562 2045.38,771.785 2045.45,641.66 2045.51,693.833 2045.58,825.172 2045.65,722.25 2045.71,456.237 2045.78,485.616 2045.84,357.46 2045.91,493.204 2045.98,532.736 2046.04,203.438 2046.11,270.655 2046.18,590.495 2046.24,504.009 2046.31,295.869 2046.38,311.712 2046.44,303.319 2046.51,524.624 2046.57,378.149 2046.64,353.864 2046.71,398.522 2046.77,491.019 2046.84,461.277 2046.91,423.918 2046.97,262.902 2047.04,402.604 2047.11,357.233 2047.17,430.611 2047.24,280.713 2047.3,284.71 2047.37,307.344 2047.44,364.601 2047.5,945.818 2047.57,571.376 2047.64,349.166 2047.7,443.735 2047.77,324.887 2047.84,265.484 2047.9,460.229 2047.97,504.866 2048.04,582.78 2048.1,526.382 2048.17,514.213 2048.23,222.122 2048.3,439.182 2048.37,454.987 2048.43,648.901 2048.5,242.336 2048.57,330.167 2048.63,525.923 2048.7,557.649 2048.77,257.546 2048.83,437.985 2048.9,274.404 2048.96,316.301 2049.03,253.276 2049.1,253.503 2049.16,200.458 2049.23,483.378 2049.3,200.253 2049.36,188.207 2049.43,309.815 2049.5,459.296 2049.56,390.938 2049.63,594.181 2049.69,661.363 2049.76,643.345 2049.83,564.858 2049.89,798.497 2049.96,489.637 2050.03,619.282 2050.09,207.805 2050.16,342.405 2050.23,381.146 2050.29,527.405 2050.36,367.131 2050.42,408.524 2050.49,559.318 2050.56,218.434 2050.62,408.094 2050.69,293.998 2050.76,361.38 2050.82,338.064 2050.89,541.006 2050.96,376.065 2051.02,312.29 2051.09,680.747 2051.15,342.972 2051.22,380.424 2051.29,300.59 2051.35,413.442 2051.42,354.525 2051.49,329.681 2051.55,324.518 2051.62,265.162 2051.69,376.467 2051.75,384.022 2051.82,420.954 2051.88,556.952 2051.95,812.218 2052.02,487.194 2052.08,703.349 2052.15,338.062 2052.22,358.011 2052.28,464.608 2052.35,500.113 2052.42,386.476 2052.48,397.899 2052.55,186.291 2052.61,225.214 2052.68,261.845 2052.75,282.369 2052.81,263.089 2052.88,519.412 2052.95,381.186 2053.01,582.317 2053.08,695.627 2053.15,521.278 2053.21,550.534 2053.28,600.682 2053.35,693.567 2053.41,454.844 2053.48,664.748 2053.54,452.657 2053.61,209.286 2053.68,366.489 2053.74,319.696 2053.81,570.42 2053.88,220.982 2053.94,318.12 2054.01,440.842 2054.08,324.037 2054.14,495.806 2054.21,437.726 2054.27,431.705 2054.34,441.022 2054.41,386.311 2054.47,548.15 2054.54,671.053 2054.61,723.266 2054.67,528.934 2054.74,372.717 2054.81,452.638 2054.87,484.948 2054.94,219.138 2055,310.023 2055.07,260.268 2055.14,292.403 2055.2,284.417 2055.27,300.414 2055.34,325.101 2055.4,584.748 2055.47,699.901 2055.54,721.124 2055.6,218.397 2055.67,517.173 2055.73,446.653 2055.8,405.524 2055.87,273.748 2055.93,292.576 2056,362.44 2056.07,608.184 2056.13,417.976 2056.2,805.68 2056.27,363.044 2056.33,407.293 2056.4,336.782 2056.46,182.011 2056.53,301.164 2056.6,283.77 2056.66,276.817 2056.73,302.352 2056.8,461.343 2056.86,357.431 2056.93,474.377 2057,391.855 2057.06,379.411 2057.13,385.418 2057.19,415.291 2057.26,357.684 2057.33,519.832 2057.39,367.125 2057.46,479.673 2057.53,612.8 2057.59,432.645 2057.66,351.135 2057.73,591.937 2057.79,452.53 2057.86,385.521 2057.92,275.393 2057.99,282.406 2058.06,436.391 2058.12,245.115 2058.19,197.306 2058.26,434.326 2058.32,326.381 2058.39,453.173 2058.46,447.177 2058.52,370.442 2058.59,327.82 2058.65,231.925 2058.72,382.59 2058.79,520.626 2058.85,212.305 2058.92,483.981 2058.99,521.095 2059.05,393.253 2059.12,450.732 2059.19,531.748 2059.25,337.753 2059.32,342.401 2059.39,346.49 2059.45,333.171 2059.52,404.161 2059.58,364.071 2059.65,239.24 2059.72,567.382 2059.78,485.223 2059.85,379.011 2059.92,257.408 2059.98,215.169 2060.05,290.463 2060.12,560.981 2060.18,256.828 2060.25,400.651 2060.31,369.43 2060.38,396.192 2060.45,348.932 2060.51,149.372 2060.58,294.923 2060.65,566.98 2060.71,361.839 2060.78,383.437 2060.85,248.19 2060.91,238.51 2060.98,315.269 2061.04,366.676 2061.11,348.196 2061.18,294.163 2061.24,414.468 2061.31,145.679 2061.38,189.542 2061.44,245.1 2061.51,365.667 2061.58,278.772 2061.64,341.03 2061.71,284.698 2061.77,208.672 2061.84,417.805 2061.91,652.947 2061.97,362.545 2062.04,520.422 2062.11,340.616 2062.17,454.027 2062.24,266.183 2062.31,417.731 2062.37,517.657 2062.44,377.075 2062.5,262.294 2062.57,378.54 2062.64,617.34 2062.7,254.711 2062.77,141.949 2062.84,129.734 2062.9,459.191 2062.97,523.339 2063.04,571.597 2063.1,192.853 2063.17,199.613 2063.23,292.954 2063.3,256.944 2063.37,261.38 2063.43,284.515 2063.5,345.958 2063.57,360.724 2063.63,280.817 2063.7,231.645 2063.77,401.209 2063.83,297.226 2063.9,272.165 2063.96,446.466 2064.03,356.661 2064.1,350.733 2064.16,435.541 2064.23,402.057 2064.3,561.916 2064.36,376.588 2064.43,415.303 2064.5,462.424 2064.56,225.617 2064.63,340.858 2064.69,480.383 2064.76,241.491 2064.83,304.337 2064.89,268.087 2064.96,540.535 2065.03,492.024 2065.09,340.864 2065.16,479.305 2065.23,200.353 2065.29,422.192 2065.36,232.58 2065.43,165.01 2065.49,181.593 2065.56,549.749 2065.62,268.808 2065.69,246.205 2065.76,317.275 2065.82,239.988 2065.89,277.403 2065.96,154.388 2066.02,269.021 2066.09,388.874 2066.16,611.701 2066.22,528.885 2066.29,277.424 2066.35,457.513 2066.42,317.291 2066.49,451.54 2066.55,366.292 2066.62,549.281 2066.69,388.49 2066.75,297.288 2066.82,312.443 2066.89,412.31 2066.95,458.744 2067.02,464.134 2067.08,514.052 2067.15,421.906 2067.22,442.491 2067.28,355.852 2067.35,742.063 2067.42,290.634 2067.48,312.174 2067.55,598.129 2067.62,567.769 2067.68,344.53 2067.75,417.527 2067.81,329.407 2067.88,359.657 2067.95,309.801 2068.01,550.9 2068.08,278.082 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378.531,254.765 378.598,529.223 378.664,552.308 378.73,524.33 378.797,547.204 378.863,475.909 378.929,241.162 378.996,287.316 379.062,240.64 379.129,196.121 379.195,317.308 379.261,365.594 379.328,134.125 379.394,179.968 379.46,279.403 379.527,417.474 379.593,350.547 379.659,363.349 379.726,582.996 379.792,383.295 379.859,263.112 379.925,281.103 379.991,181.852 380.058,550.622 380.124,469.63 380.19,510.327 380.257,332.435 380.323,308.312 380.39,470.785 380.456,362.408 380.522,513.491 380.589,378.992 380.655,463.718 380.721,414.821 380.788,428.552 380.854,422.381 380.921,443.628 380.987,514.64 381.053,419.876 381.12,291.096 381.186,478.327 381.252,494.585 381.319,287.309 381.385,265.11 381.452,260.679 381.518,508.794 381.584,432.078 381.651,364.819 381.717,705.705 381.783,559.373 381.85,569.504 381.916,596.029 381.983,585.124 382.049,309.687 382.115,183.113 382.182,263.711 382.248,290.205 382.314,464.435 382.381,310.573 382.447,439.577 382.514,414.778 382.58,485.871 382.646,276.258 382.713,344.046 382.779,658.525 382.845,579.172 382.912,394.979 382.978,349.412 383.045,172.636 383.111,334.058 383.177,280.344 383.244,268.553 383.31,425.88 383.376,459.109 383.443,430.198 383.509,422.518 383.576,256.176 383.642,386.262 383.708,312.025 383.775,452.332 383.841,600.066 383.907,577.13 383.974,221.874 384.04,694.278 384.107,883.779 384.173,884.781 384.239,1054.34 384.306,252.246 384.372,429.374 384.438,461.277 384.505,450.231 384.571,492.01 384.638,904.569 384.704,478.861 384.77,728.5 384.837,483.418 384.903,738.665 384.969,559.615 385.036,302.731 385.102,181.094 385.169,289.049 385.235,203.772 385.301,207.849 385.368,239.092 385.434,175.112 385.5,325.24 385.567,381.614 385.633,564.21 385.7,318.025 385.766,472.229 385.832,672.208 385.899,794.795 385.965,325.67 386.031,589.313 386.098,494.538 386.164,330.256 386.231,569.806 386.297,557.733 386.363,560.604 386.43,641.544 386.496,615.416 386.562,403.245 386.629,270.789 386.695,398.929 386.762,564.651 386.828,540.638 386.894,485.362 386.961,504.241 387.027,443.64 387.093,248.805 387.16,542.306 387.226,387.884 387.293,500.902 387.359,324.138 387.425,440.096 387.492,495.611 387.558,477.255 387.624,744.717 387.691,719.151 387.757,293.872 387.823,307.245 387.89,477.043 387.956,474.992 388.023,353.457 388.089,444.536 388.155,299.966 388.222,148.678 388.288,219.946 388.354,372.5 388.421,513.565 388.487,387.32 388.554,705.99 388.62,344.815 388.686,358.864 388.753,572.402 388.819,529.721 388.885,229.794 388.952,305.828 389.018,327.179 389.085,329.12 389.151,373.964 389.217,407.966 389.284,479.467 389.35,256.695 389.416,276.12 389.483,373.079 389.549,350.23 389.616,528.317 389.682,275.277 389.748,246.403 389.815,419.71 389.881,306.144 389.947,347.135 390.014,428.189 390.08,218.43 390.147,448.031 390.213,291.567 390.279,354.929 390.346,462.64 390.412,563.394 390.478,299.012 390.545,573.016 390.611,480.243 390.678,598.151 390.744,464.777 390.81,335.628 390.877,251.833 390.943,558.222 391.009,482.995 391.076,560.779 391.142,590.21 391.209,714.58 391.275,401.504 391.341,197.36 391.408,270.768 391.474,698.765 391.54,671.971 391.607,728.13 391.673,405.371 391.74,223.886 391.806,313.906 391.872,388.239 391.939,339.427 392.005,427.758 392.071,250.551 392.138,369.781 392.204,303.703 392.271,434.035 392.337,428.268 392.403,410.068 392.47,469.223 392.536,451.333 392.602,516.377 392.669,334.482 392.735,330.868 392.802,342.755 392.868,433.069 392.934,200.073 393.001,268.899 393.067,201.134 393.133,301.012 393.2,199.809 393.266,221.12 393.333,315.717 393.399,517.081 393.465,536.645 393.532,241.725 393.598,139.805 393.664,426.403 393.731,486.544 393.797,395.421 393.864,250.769 393.93,332.314 393.996,299.194 394.063,345.512 394.129,517.083 394.195,266.969 394.262,243.358 394.328,351.911 394.395,264.186 394.461,297.965 394.527,173.88 394.594,354.024 394.66,563.321 394.726,355.625 394.793,345.897 394.859,323.397 394.926,395.979 394.992,264.906 395.058,427.882 395.125,309.31 395.191,281.384 395.257,455.271 395.324,669.128 395.39,251.29 395.456,335.305 395.523,401.668 395.589,354.871 395.656,593.652 395.722,401.841 395.788,218.101 395.855,355.828 395.921,567.61 395.987,329.327 396.054,340.443 396.12,187.415 396.187,402.227 396.253,596.211 396.319,174.665 396.386,434.884 396.452,549.417 396.518,740.972 396.585,505.144 396.651,368.435 396.718,329.389 396.784,386.129 396.85,352.659 396.917,401.416 396.983,561.098 397.049,353.477 397.116,424.183 397.182,322.077 397.249,575.833 397.315,432.848 397.381,287.371 397.448,239.098 397.514,383.873 397.58,556.979 397.647,587.009 397.713,766.235 397.78,379.575 397.846,379.174 397.912,383.336 397.979,387.573 398.045,244.222 398.111,433.352 398.178,612.653 398.244,327.565 398.311,299.705 398.377,479.931 398.443,376.35 398.51,407.741 398.576,397.834 398.642,317.945 398.709,319.457 398.775,728.266 398.842,289.636 398.908,500.717 398.974,486.949 399.041,840.558 399.107,431.273 399.173,483.259 399.24,680.795 399.306,391.654 399.373,400.197 399.439,217.712 399.505,432.481 399.572,416.19 399.638,605.646 399.704,575.872 399.771,925.266 399.837,639.233 399.904,371.484 399.97,665.585 400.036,375.051 400.103,465.544 400.169,317.494 400.235,132.936 400.302,308.428 400.368,279.502 400.435,289.966 400.501,355.911 400.567,259.735 400.634,281.625 400.7,378.259 400.766,334.348 400.833,327.726 400.899,617.546 400.966,548.463 401.032,698.407 401.098,630.215 401.165,206.144 401.231,591.662 401.297,421.475 401.364,330.516 401.43,438.941 401.497,538.093 401.563,778.689 401.629,829.57 401.696,596.266 401.762,397.362 401.828,496.119 401.895,130.435 401.961,474.029 402.028,439.583 402.094,233.775 402.16,416.457 402.227,626.927 402.293,684.02 402.359,224.961 402.426,508.187 402.492,369.834 402.559,319.236 402.625,586.151 402.691,320.449 402.758,466.89 402.824,429.313 402.89,319.654 402.957,476.142 403.023,389.903 403.09,621.503 403.156,473.701 403.222,418.006 403.289,345.641 403.355,549.134 403.421,443.331 403.488,442.56 403.554,466.222 403.62,353.153 403.687,129.099 403.753,595.062 403.82,369.1 403.886,377.618 403.952,346.274 404.019,310.39 404.085,400.742 404.151,326.136 404.218,292.141 404.284,326.016 404.351,251.277 404.417,202.684 404.483,347.845 404.55,196.095 404.616,275.31 404.682,394.912 404.749,278.884 404.815,284.747 404.882,505.546 404.948,444.665 405.014,559.083 405.081,551.143 405.147,780.944 405.213,710.709 405.28,575.622 405.346,955.046 405.413,709.308 405.479,626.868 405.545,307.797 405.612,329.929 405.678,322.802 405.744,314.871 405.811,403.115 405.877,546.991 405.944,711.18 406.01,315.053 406.076,232.647 406.143,416.809 406.209,491.223 406.275,340.089 406.342,420.084 406.408,839.184 406.475,274.518 406.541,484.405 406.607,378.528 406.674,408.884 406.74,277.422 406.806,358.603 406.873,160.738 406.939,432.434 407.006,347.58 407.072,613.739 407.138,845.766 407.205,330.236 407.271,372.778 407.337,338.884 407.404,290.267 407.47,317.578 407.537,310.72 407.603,431.712 407.669,267.658 407.736,355.507 407.802,320.509 407.868,236.735 407.935,291.549 408.001,322.663 408.068,287.877 408.134,217.495 408.2,494.158 408.267,414.191 408.333,781.525 408.399,308.564 408.466,241.881 408.532,224.698 408.599,465.802 408.665,284.093 408.731,614.205 408.798,369.453 408.864,240.534 408.93,338.672 408.997,216.065 409.063,366.222 409.13,384.736 409.196,227.597 409.262,221.384 409.329,529.893 409.395,654.694 409.461,683.628 409.528,578.513 409.594,191.173 409.661,311.251 409.727,355.132 409.793,357.957 409.86,531.605 409.926,616.555 409.992,493.665 410.059,307.354 410.125,281.852 410.192,306.805 410.258,327.268 410.324,431.764 410.391,288.929 410.457,141.428 410.523,517.721 410.59,600.816 410.656,970.745 410.723,569.75 410.789,523.398 410.855,382.69 410.922,487.819 410.988,503.618 411.054,314.058 411.121,314.543 411.187,578.495 411.253,726.745 411.32,283.51 411.386,510.79 411.453,565.004 411.519,257.481 411.585,358.881 411.652,299.698 411.718,226.246 411.784,232.806 411.851,318.497 411.917,433.724 411.984,286.723 412.05,472.104 412.116,295.011 412.183,332.837 412.249,303.904 412.315,264.979 412.382,489.951 412.448,161.504 412.515,249.386 412.581,277.261 412.647,332.665 412.714,374.498 412.78,394.278 412.846,303.003 412.913,262.086 412.979,263.062 413.046,499.83 413.112,279.342 413.178,364.67 413.245,364.738 413.311,359.192 413.377,363.931 413.444,293.274 413.51,153.723 413.577,330.387 413.643,330.205 413.709,270.846 413.776,487.917 413.842,521.912 413.908,500.584 413.975,410.314 414.041,325.753 414.108,422.529 414.174,187.946 414.24,290.887 414.307,391.183 414.373,307.053 414.439,292.714 414.506,669.623 414.572,420.746 414.639,461.656 414.705,268.379 414.771,372.517 414.838,257.595 414.904,308.218 414.97,443.746 415.037,520.091 415.103,307.138 415.17,578.542 415.236,254.818 415.302,354.683 415.369,316.761 415.435,376.19 415.501,599.589 415.568,589.098 415.634,421.132 415.701,534.163 415.767,293.316 415.833,405.792 415.9,394.354 415.966,556.572 416.032,968.08 416.099,907.014 416.165,422.064 416.232,365.029 416.298,484.138 416.364,581.9 416.431,602.94 416.497,384.442 416.563,340.279 416.63,459.252 416.696,574.991 416.763,645.117 416.829,812.44 416.895,1060.87 416.962,795.244 417.028,898.523 417.094,448.751 417.161,519.276 417.227,398.117 417.294,538.881 417.36,402.886 417.426,562.396 417.493,447.809 417.559,258.762 417.625,306.233 417.692,348.519 417.758,584.926 417.825,396.376 417.891,827.44 417.957,285.509 418.024,285.692 418.09,293.236 418.156,235.558 418.223,324.335 418.289,260.491 418.356,196.778 418.422,323.305 418.488,203.814 418.555,324.94 418.621,606.777 418.687,693.839 418.754,473.399 418.82,328.669 418.887,345.07 418.953,460.504 419.019,469.072 419.086,414.929 419.152,528.352 419.218,525.587 419.285,541.218 419.351,583.942 419.417,835.034 419.484,278.675 419.55,360.029 419.617,375.205 419.683,660.73 419.749,627.295 419.816,406.664 419.882,520.176 419.948,365.867 420.015,479.003 420.081,583.831 420.148,383.641 420.214,549.351 420.28,470.907 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424.528,185.394 424.595,285.882 424.661,516.513 424.727,323.994 424.794,537.979 424.86,564.825 424.927,343.469 424.993,395.812 425.059,489.979 425.126,515.075 425.192,447.036 425.258,200.416 425.325,245.347 425.391,237.702 425.458,249.569 425.524,402.788 425.59,232.082 425.657,938.854 425.723,549.253 425.789,631.172 425.856,634.316 425.922,388.142 425.989,658.262 426.055,511.796 426.121,481.012 426.188,544.004 426.254,671.246 426.32,602.831 426.387,633.874 426.453,233.688 426.52,423.929 426.586,397.771 426.652,377.185 426.719,390.501 426.785,266.604 426.851,460.84 426.918,426.319 426.984,383.781 427.05,408.485 427.117,449.88 427.183,356.257 427.25,301.76 427.316,416.196 427.382,393.063 427.449,515.74 427.515,220.673 427.581,354.986 427.648,368.818 427.714,465.107 427.781,328.653 427.847,290.572 427.913,325.144 427.98,389.197 428.046,396.44 428.112,384.324 428.179,598.563 428.245,349.343 428.312,453.107 428.378,499.346 428.444,651.819 428.511,468.156 428.577,341.783 428.643,574.495 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441.255,476.027 441.321,268.206 441.387,187.102 441.454,189.649 441.52,197.593 441.586,186.15 441.653,296.116 441.719,335.966 441.786,239.969 441.852,216.723 441.918,286.773 441.985,347.24 442.051,521.064 442.117,421.68 442.184,384.548 442.25,357.129 442.317,189.354 442.383,337.873 442.449,270.791 442.516,517.207 442.582,395.773 442.648,462.708 442.715,315.911 442.781,419.111 442.847,327.957 442.914,533.327 442.98,556.957 443.047,529.3 443.113,526.771 443.179,392.802 443.246,343.751 443.312,210.312 443.378,388.943 443.445,238.655 443.511,247.912 443.578,435.268 443.644,739.414 443.71,329.879 443.777,480.559 443.843,416.716 443.909,425.403 443.976,366.883 444.042,167.479 444.109,232.838 444.175,298.952 444.241,322.593 444.308,238.151 444.374,422.471 444.44,358.879 444.507,406.432 444.573,452.784 444.64,683.879 444.706,724.481 444.772,464.366 444.839,462.093 444.905,266.237 444.971,300.896 445.038,562.019 445.104,270.381 445.171,256.556 445.237,389.748 445.303,298.355 445.37,169.488 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449.618,852.913 449.684,301.904 449.75,390.36 449.817,294.489 449.883,232.477 449.95,642.244 450.016,403.304 450.082,255.157 450.149,605.612 450.215,421.795 450.281,467.973 450.348,401.899 450.414,306.943 450.481,335.269 450.547,321.373 450.613,226.977 450.68,248.856 450.746,313.933 450.812,418.367 450.879,195.41 450.945,467.527 451.011,349.932 451.078,513.487 451.144,452.75 451.211,310.528 451.277,213.527 451.343,178.604 451.41,228.753 451.476,347.105 451.542,384.676 451.609,333.491 451.675,358.917 451.742,486.464 451.808,467.931 451.874,454.667 451.941,525.09 452.007,519.261 452.073,472.811 452.14,794.908 452.206,621.336 452.273,650.305 452.339,662.42 452.405,701.948 452.472,663.806 452.538,703.967 452.604,351.898 452.671,775.718 452.737,367.93 452.804,301.822 452.87,262.789 452.936,341.355 453.003,319.85 453.069,549.986 453.135,475.957 453.202,493.918 453.268,472.711 453.335,357.052 453.401,514.753 453.467,379.641 453.534,311.148 453.6,252.755 453.666,473.48 453.733,322.692 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466.344,278.37 466.41,251.829 466.477,458.744 466.543,462.161 466.609,457.673 466.676,408.211 466.742,411.279 466.808,413.671 466.875,293.117 466.941,258.99 467.008,549.348 467.074,336.692 467.14,465.53 467.207,385.841 467.273,304.805 467.339,331.55 467.406,315.698 467.472,644.42 467.539,584.831 467.605,461.6 467.671,309.203 467.738,231.213 467.804,298.873 467.87,357.922 467.937,189.114 468.003,201.151 468.07,334.149 468.136,536.71 468.202,645.24 468.269,536.384 468.335,634.145 468.401,299.039 468.468,448.005 468.534,468.956 468.601,448.35 468.667,491.579 468.733,367.319 468.8,410.871 468.866,587.353 468.932,549.273 468.999,696.692 469.065,416.799 469.132,327.452 469.198,315.746 469.264,419.671 469.331,290.847 469.397,270.308 469.463,447.443 469.53,549.352 469.596,423.593 469.663,248.821 469.729,291.596 469.795,376.03 469.862,348.536 469.928,363.219 469.994,449.652 470.061,779.706 470.127,595.45 470.194,211.968 470.26,288.839 470.326,321.852 470.393,340.15 470.459,304.796 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1076.98,481.468 1077.05,377.387 1077.12,257.849 1077.18,287.909 1077.25,203 1077.32,106.042 1077.38,282.407 1077.45,260.454 1077.52,264.066 1077.58,487.496 1077.65,434.331 1077.71,617.381 1077.78,242.566 1077.85,340.322 1077.91,247.249 1077.98,376.871 1078.05,317.962 1078.11,295.082 1078.18,487.277 1078.25,570.792 1078.31,570.898 1078.38,396.77 1078.44,576.087 1078.51,381.57 1078.58,512.888 1078.64,407.576 1078.71,346.945 1078.78,233.663 1078.84,423.414 1078.91,428.213 1078.98,262.198 1079.04,308.259 1079.11,312.936 1079.17,247.585 1079.24,586.857 1079.31,451.611 1079.37,405.651 1079.44,393.691 1079.51,500.075 1079.57,301.79 1079.64,367.398 1079.71,464.084 1079.77,442.873 1079.84,409.496 1079.9,366.738 1079.97,404.554 1080.04,379.508 1080.1,319.863 1080.17,233.18 1080.24,575.708 1080.3,467.63 1080.37,245.556 1080.44,412.7 1080.5,297.309 1080.57,308.328 1080.63,211.772 1080.7,345.333 1080.77,211.565 1080.83,391.551 1080.9,265.534 1080.97,384.806 1081.03,402.194 1081.1,489.659 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1085.35,295.554 1085.41,195.201 1085.48,426.989 1085.55,466.156 1085.61,440.152 1085.68,741.842 1085.75,750.321 1085.81,429.555 1085.88,482.424 1085.94,256.106 1086.01,374.01 1086.08,465.884 1086.14,385.204 1086.21,400.947 1086.28,298.24 1086.34,247.027 1086.41,319.319 1086.48,572.297 1086.54,269.181 1086.61,455.623 1086.67,546.901 1086.74,700.102 1086.81,575.061 1086.87,627.027 1086.94,350.216 1087.01,348.846 1087.07,276.844 1087.14,498.302 1087.21,356.393 1087.27,620.177 1087.34,303.934 1087.4,444.721 1087.47,385.367 1087.54,392.798 1087.6,730.818 1087.67,621.503 1087.74,368.516 1087.8,233.143 1087.87,246.669 1087.94,550.105 1088,665.974 1088.07,460.508 1088.14,274.399 1088.2,487.806 1088.27,723.143 1088.33,383.515 1088.4,453.984 1088.47,724.468 1088.53,503.756 1088.6,508.808 1088.67,272.813 1088.73,552.832 1088.8,361.796 1088.87,291.264 1088.93,367.012 1089,339.088 1089.06,370.197 1089.13,430.04 1089.2,449.593 1089.26,461.653 1089.33,310.551 1089.4,409.875 1089.46,410.416 1089.53,438.8 1089.6,506.145 1089.66,416.905 1089.73,567.011 1089.79,298.174 1089.86,455.063 1089.93,474.053 1089.99,447.411 1090.06,118.558 1090.13,226.743 1090.19,225.457 1090.26,238.219 1090.33,328.576 1090.39,484.75 1090.46,221.679 1090.52,363.928 1090.59,500.976 1090.66,425.016 1090.72,672.897 1090.79,524.669 1090.86,726.965 1090.92,678.082 1090.99,620.185 1091.06,627.505 1091.12,550.373 1091.19,682.978 1091.25,701.799 1091.32,898.66 1091.39,697.458 1091.45,776.839 1091.52,676.05 1091.59,904.814 1091.65,764.867 1091.72,259.811 1091.79,487.614 1091.85,603.869 1091.92,656.778 1091.98,459.969 1092.05,501.134 1092.12,364.753 1092.18,254.872 1092.25,328.69 1092.32,233.531 1092.38,562.572 1092.45,277.431 1092.52,390.636 1092.58,238.409 1092.65,335.629 1092.71,248.726 1092.78,325.415 1092.85,388.156 1092.91,359.698 1092.98,245.183 1093.05,355.356 1093.11,317.068 1093.18,415.045 1093.25,586.712 1093.31,583.787 1093.38,472.064 1093.44,397.896 1093.51,308.962 1093.58,422.016 1093.64,503.615 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1323.9,601.477 1323.96,431.251 1324.03,273.547 1324.09,268.538 1324.16,461.574 1324.23,287.954 1324.29,317.919 1324.36,424.904 1324.43,373.62 1324.49,403.151 1324.56,412.999 1324.63,368.136 1324.69,375.844 1324.76,506.904 1324.82,541.748 1324.89,631.793 1324.96,509.033 1325.02,538.827 1325.09,366.899 1325.16,394.81 1325.22,297.13 1325.29,398.87 1325.36,581.963 1325.42,243.032 1325.49,276.657 1325.55,490.73 1325.62,203.119 1325.69,237.071 1325.75,281.004 1325.82,249.165 1325.89,236.979 1325.95,513.522 1326.02,408.932 1326.09,242.492 1326.15,205.69 1326.22,333.303 1326.28,510.11 1326.35,831.787 1326.42,701.993 1326.48,969.278 1326.55,900.302 1326.62,1075.37 1326.68,776.558 1326.75,788.373 1326.82,843.52 1326.88,947.103 1326.95,1087.07 1327.01,1132.06 1327.08,485.159 1327.15,283.796 1327.21,232.759 1327.28,504.762 1327.35,337.819 1327.41,164.827 1327.48,553.854 1327.55,348.846 1327.61,300.682 1327.68,378.003 1327.74,354.13 1327.81,284.875 1327.88,264.326 1327.94,418.359 1328.01,416.673 1328.08,498.604 1328.14,439.246 1328.21,455.734 1328.28,302.149 1328.34,535.226 1328.41,577.592 1328.48,346.722 1328.54,362.569 1328.61,286.751 1328.67,523.724 1328.74,391.441 1328.81,544.494 1328.87,742.745 1328.94,475.733 1329.01,276.178 1329.07,350.396 1329.14,284.733 1329.21,277.924 1329.27,410.388 1329.34,461.585 1329.4,484.407 1329.47,402.762 1329.54,503.787 1329.6,544.326 1329.67,568.033 1329.74,643.933 1329.8,567.061 1329.87,433.145 1329.94,551.537 1330,535.232 1330.07,610.308 1330.13,284.388 1330.2,191.711 1330.27,323.091 1330.33,159.173 1330.4,298.486 1330.47,203.202 1330.53,241.733 1330.6,444.671 1330.67,380.678 1330.73,430.923 1330.8,331.269 1330.86,604.621 1330.93,407.667 1331,458.573 1331.06,481.697 1331.13,566.663 1331.2,563.528 1331.26,577.536 1331.33,256.164 1331.4,484.158 1331.46,432.639 1331.53,190.273 1331.59,546.608 1331.66,468.318 1331.73,767.54 1331.79,497.921 1331.86,403.311 1331.93,555.616 1331.99,542.621 1332.06,497.268 1332.13,676.412 1332.19,446.234 1332.26,322.167 1332.32,361.085 1332.39,299.448 1332.46,368.049 1332.52,463.225 1332.59,574.665 1332.66,445.281 1332.72,649.818 1332.79,833.667 1332.86,624.367 1332.92,457.124 1332.99,533.772 1333.05,688.124 1333.12,711.526 1333.19,481.188 1333.25,240.612 1333.32,163.152 1333.39,254.51 1333.45,350.961 1333.52,343.86 1333.59,185.721 1333.65,423.32 1333.72,370.581 1333.79,402.181 1333.85,376.761 1333.92,311.373 1333.98,534.821 1334.05,330.78 1334.12,283.326 1334.18,291.24 1334.25,258.608 1334.32,401.412 1334.38,489.929 1334.45,291.209 1334.52,585.675 1334.58,617.305 1334.65,384.763 1334.71,539.997 1334.78,357.606 1334.85,470.657 1334.91,216.536 1334.98,250.662 1335.05,165.991 1335.11,228.474 1335.18,663.873 1335.25,371.292 1335.31,254.506 1335.38,532.016 1335.44,429.702 1335.51,681.514 1335.58,734.543 1335.64,792.114 1335.71,852.493 1335.78,733.108 1335.84,629.43 1335.91,637.136 1335.98,413.841 1336.04,304.852 1336.11,471.567 1336.17,321.357 1336.24,619.991 1336.31,324.206 1336.37,514.272 1336.44,387.734 1336.51,372.515 1336.57,464.848 1336.64,631.299 1336.71,501.901 1336.77,602.248 1336.84,374.247 1336.9,296.411 1336.97,318.493 1337.04,462.809 1337.1,533.564 1337.17,301.985 1337.24,432.596 1337.3,235.289 1337.37,311.244 1337.44,161.978 1337.5,281.873 1337.57,320.334 1337.63,113.606 1337.7,280.734 1337.77,376.07 1337.83,313.617 1337.9,428.264 1337.97,328.933 1338.03,379.539 1338.1,343.31 1338.17,530.791 1338.23,234.661 1338.3,330.158 1338.36,449.103 1338.43,240.065 1338.5,276.12 1338.56,326.549 1338.63,353.06 1338.7,375.311 1338.76,431.441 1338.83,613.023 1338.9,261.94 1338.96,243.755 1339.03,375.097 1339.09,396.877 1339.16,216.567 1339.23,239.874 1339.29,263.496 1339.36,454.075 1339.43,157.339 1339.49,335.363 1339.56,435.004 1339.63,109.582 1339.69,459.642 1339.76,178.66 1339.83,554.587 1339.89,131.811 1339.96,228.843 1340.02,487.14 1340.09,226.637 1340.16,247.172 1340.22,507.172 1340.29,633.168 1340.36,403.597 1340.42,555.265 1340.49,266.476 1340.56,397.925 1340.62,531.311 1340.69,482.673 1340.75,445.791 1340.82,505.004 1340.89,382.918 1340.95,336.083 1341.02,464.525 1341.09,207.187 1341.15,402.532 1341.22,548.211 1341.29,469.53 1341.35,309.427 1341.42,491.624 1341.48,390.116 1341.55,398.165 1341.62,208.357 1341.68,177.428 1341.75,369.772 1341.82,260.166 1341.88,539.684 1341.95,372.459 1342.02,263.947 1342.08,374.043 1342.15,314.529 1342.21,265.811 1342.28,562.143 1342.35,685.33 1342.41,324.166 1342.48,385.711 1342.55,307.841 1342.61,295.782 1342.68,383.748 1342.75,620.873 1342.81,332.108 1342.88,578.995 1342.94,421.139 1343.01,520.948 1343.08,414.832 1343.14,477.865 1343.21,450.268 1343.28,416.227 1343.34,297.49 1343.41,281.238 1343.48,540.478 1343.54,523.577 1343.61,129.51 1343.67,185.413 1343.74,486.907 1343.81,315.467 1343.87,448.801 1343.94,353.677 1344.01,409.53 1344.07,324.319 1344.14,351.836 1344.21,369.33 1344.27,462.211 1344.34,477.836 1344.4,317.4 1344.47,165.65 1344.54,398.497 1344.6,269.874 1344.67,382.446 1344.74,491.638 1344.8,345.429 1344.87,803.421 1344.94,401.728 1345,672.458 1345.07,347.487 1345.13,254.397 1345.2,382.285 1345.27,363.413 1345.33,772.717 1345.4,450.135 1345.47,418.728 1345.53,438.907 1345.6,250.882 1345.67,259.193 1345.73,484.637 1345.8,492.841 1345.87,542.673 1345.93,178.079 1346,368.214 1346.06,231.274 1346.13,428.927 1346.2,330.916 1346.26,249.442 1346.33,185.266 1346.4,452.079 1346.46,400.723 1346.53,405.568 1346.6,571.522 1346.66,498.143 1346.73,736.165 1346.79,694.671 1346.86,574.836 1346.93,536.776 1346.99,378.98 1347.06,379.888 1347.13,140.492 1347.19,386.891 1347.26,314.136 1347.33,279.251 1347.39,409.167 1347.46,455.897 1347.52,722.894 1347.59,615.157 1347.66,493.772 1347.72,491.732 1347.79,476.985 1347.86,389.192 1347.92,185.221 1347.99,362.927 1348.06,440.457 1348.12,454.231 1348.19,377.998 1348.25,410.457 1348.32,440.668 1348.39,358.797 1348.45,275.418 1348.52,509.663 1348.59,460.491 1348.65,561.137 1348.72,486.753 1348.79,415.235 1348.85,342.174 1348.92,467.499 1348.98,549.501 1349.05,525.109 1349.12,400.986 1349.18,492.294 1349.25,202.416 1349.32,673.65 1349.38,398.95 1349.45,450.212 1349.52,495.231 1349.58,396.726 1349.65,205.036 1349.71,370.841 1349.78,204.305 1349.85,190.905 1349.91,200.411 1349.98,256.71 1350.05,512.003 1350.11,253.291 1350.18,405.111 1350.25,396.039 1350.31,169.473 1350.38,220.919 1350.44,379.944 1350.51,412.368 1350.58,282.367 1350.64,265.236 1350.71,245.921 1350.78,371.864 1350.84,445.733 1350.91,507.905 1350.98,459.976 1351.04,143.933 1351.11,487.289 1351.17,253.467 1351.24,407.695 1351.31,419.583 1351.37,454.454 1351.44,417.108 1351.51,449.324 1351.57,365.143 1351.64,526.878 1351.71,595.085 1351.77,636.592 1351.84,504.943 1351.91,901.069 1351.97,612.94 1352.04,606.475 1352.1,272.596 1352.17,270.73 1352.24,203.083 1352.3,252.188 1352.37,329.42 1352.44,223.229 1352.5,304.498 1352.57,481.687 1352.64,490.664 1352.7,337.741 1352.77,244.651 1352.83,426.919 1352.9,444.128 1352.97,780.628 1353.03,734.131 1353.1,420.524 1353.17,476.291 1353.23,307.223 1353.3,308.615 1353.37,491.644 1353.43,278.155 1353.5,156.337 1353.56,544.719 1353.63,545.638 1353.7,445.919 1353.76,382.302 1353.83,685.805 1353.9,331.581 1353.96,394.972 1354.03,256.942 1354.1,459.814 1354.16,392.558 1354.23,621.045 1354.29,335.447 1354.36,316.821 1354.43,178.846 1354.49,475.446 1354.56,218.739 1354.63,528.635 1354.69,263.118 1354.76,402.547 1354.83,401.57 1354.89,528.568 1354.96,389.697 1355.02,394.901 1355.09,310.677 1355.16,537.162 1355.22,622.693 1355.29,850.24 1355.36,609.833 1355.42,287.074 1355.49,626.233 1355.56,607.53 1355.62,454.083 1355.69,354.237 1355.75,386.699 1355.82,446.743 1355.89,548.898 1355.95,559.771 1356.02,527.572 1356.09,386.099 1356.15,411.55 1356.22,515.695 1356.29,344.936 1356.35,229.581 1356.42,307.423 1356.48,665.528 1356.55,405.932 1356.62,272.53 1356.68,235.049 1356.75,377.497 1356.82,229.765 1356.88,463.062 1356.95,461.748 1357.02,492.563 1357.08,838.609 1357.15,788.937 1357.22,499.731 1357.28,319.411 1357.35,887.468 1357.41,323.492 1357.48,430.672 1357.55,519.883 1357.61,342.128 1357.68,624.987 1357.75,689.646 1357.81,276.652 1357.88,357.433 1357.95,307.196 1358.01,385.799 1358.08,487.497 1358.14,367.085 1358.21,294.076 1358.28,454.379 1358.34,400.728 1358.41,493.097 1358.48,345.331 1358.54,295.001 1358.61,267.269 1358.68,279.357 1358.74,281.784 1358.81,359.781 1358.87,210.023 1358.94,493.003 1359.01,485.085 1359.07,330.574 1359.14,272.328 1359.21,421.575 1359.27,359.22 1359.34,670.797 1359.41,471.57 1359.47,311.675 1359.54,555.312 1359.6,855.454 1359.67,435.617 1359.74,153.59 1359.8,165.538 1359.87,286.17 1359.94,188.285 1360,361.971 1360.07,418.143 1360.14,377.81 1360.2,391.292 1360.27,331.937 1360.33,314.63 1360.4,338.159 1360.47,539.269 1360.53,437.096 1360.6,469.571 1360.67,382.215 1360.73,288.152 1360.8,227.04 1360.87,365.92 1360.93,369.543 1361,404.172 1361.06,426.633 1361.13,203.422 1361.2,237.275 1361.26,282.85 1361.33,431.645 1361.4,479.414 1361.46,558.526 1361.53,500.464 1361.6,322.405 1361.66,213.689 1361.73,279.157 1361.79,307.492 1361.86,159.575 1361.93,377.756 1361.99,447.831 1362.06,496.912 1362.13,546.669 1362.19,470.556 1362.26,342.098 1362.33,250.516 1362.39,197.566 1362.46,332.292 1362.52,481.996 1362.59,345.591 1362.66,263.105 1362.72,477.345 1362.79,353.248 1362.86,356.488 1362.92,592.579 1362.99,477.744 1363.06,425.287 1363.12,156.511 1363.19,299.637 1363.26,310.953 1363.32,441.383 1363.39,428.806 1363.45,543.55 1363.52,654.597 1363.59,457.907 1363.65,505.165 1363.72,272.592 1363.79,251.65 1363.85,256.52 1363.92,373.258 1363.99,358.632 1364.05,330.421 1364.12,248.028 1364.18,214.807 1364.25,343.997 1364.32,324.58 1364.38,349.647 1364.45,281.03 1364.52,365.183 1364.58,203.242 1364.65,214.337 1364.72,264.315 1364.78,400.402 1364.85,582.373 1364.91,601.264 1364.98,567.753 1365.05,698.251 1365.11,714.114 1365.18,718.991 1365.25,779.043 1365.31,840.455 1365.38,974.589 1365.45,1264.25 1365.51,1003.88 1365.58,600.463 1365.64,683.413 1365.71,767.45 1365.78,481.029 1365.84,615.068 1365.91,612.467 1365.98,436.046 1366.04,457.402 1366.11,1002.76 1366.18,405.034 1366.24,457.69 1366.31,353.844 1366.37,668.483 1366.44,453.262 1366.51,262.959 1366.57,175.454 1366.64,478.449 1366.71,359.858 1366.77,375.975 1366.84,395.978 1366.91,273.97 1366.97,203.99 1367.04,137.466 1367.1,316.416 1367.17,315.581 1367.24,469.901 1367.3,264.814 1367.37,521.781 1367.44,328.734 1367.5,305.149 1367.57,395.98 1367.64,176.501 1367.7,477.893 1367.77,356.556 1367.83,480.347 1367.9,521.052 1367.97,706.438 1368.03,569.108 1368.1,314.12 1368.17,384.977 1368.23,506.435 1368.3,562.198 1368.37,426.195 1368.43,418.075 1368.5,262.249 1368.56,525.771 1368.63,327.394 1368.7,242.288 1368.76,299.59 1368.83,421.399 1368.9,260.653 1368.96,214.593 1369.03,325.515 1369.1,292.506 1369.16,278.766 1369.23,565.804 1369.3,283.456 1369.36,613.385 1369.43,305.098 1369.49,235.215 1369.56,409.083 1369.63,501.848 1369.69,185.768 1369.76,342.031 1369.83,357.025 1369.89,247.93 1369.96,345.489 1370.03,617.951 1370.09,698.139 1370.16,410.349 1370.22,394.255 1370.29,461.632 1370.36,542.55 1370.42,386.449 1370.49,454.144 1370.56,635.504 1370.62,675.846 1370.69,348.824 1370.76,681.009 1370.82,233.732 1370.89,589.757 1370.95,745.057 1371.02,655.964 1371.09,530.411 1371.15,522.5 1371.22,528.151 1371.29,575.784 1371.35,545.194 1371.42,667.871 1371.49,372.146 1371.55,398.282 1371.62,370.59 1371.68,341.276 1371.75,459.487 1371.82,463.534 1371.88,542.314 1371.95,587.634 1372.02,657.871 1372.08,428.162 1372.15,534.835 1372.22,694.19 1372.28,600.989 1372.35,381.612 1372.41,335.062 1372.48,329.97 1372.55,417.225 1372.61,292.655 1372.68,431.482 1372.75,335.866 1372.81,383.141 1372.88,332.615 1372.95,496.088 1373.01,403.483 1373.08,361.176 1373.14,321.163 1373.21,387.837 1373.28,207.998 1373.34,199.687 1373.41,388.94 1373.48,343.933 1373.54,349.171 1373.61,333.642 1373.68,198.531 1373.74,427.333 1373.81,333.734 1373.87,309.63 1373.94,314.62 1374.01,386.225 1374.07,270.825 1374.14,321.883 1374.21,293.929 1374.27,279.368 1374.34,285.247 1374.41,648.945 1374.47,289.148 1374.54,211.644 1374.61,563.199 1374.67,386.507 1374.74,496.289 1374.8,665.854 1374.87,514.088 1374.94,164.894 1375,223.565 1375.07,244.07 1375.14,347.742 1375.2,294.219 1375.27,391.046 1375.34,280.993 1375.4,385.847 1375.47,358.58 1375.53,204.237 1375.6,336.508 1375.67,288.347 1375.73,434.95 1375.8,350.396 1375.87,370.421 1375.93,348.105 1376,449.342 1376.07,342.883 1376.13,720.737 1376.2,546.631 1376.26,299.495 1376.33,370.322 1376.4,799.535 1376.46,754.518 1376.53,401.963 1376.6,205.488 1376.66,285.277 1376.73,143.048 1376.8,429.946 1376.86,326.122 1376.93,202.754 1376.99,210.515 1377.06,237.384 1377.13,558.863 1377.19,153.331 1377.26,507.116 1377.33,309.907 1377.39,658.89 1377.46,480.204 1377.53,378.899 1377.59,577.912 1377.66,394.142 1377.72,632.507 1377.79,297.596 1377.86,246.006 1377.92,371.086 1377.99,410.127 1378.06,331.8 1378.12,589.717 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1930.15,432.827 1930.22,454.139 1930.29,291.15 1930.35,420.875 1930.42,256.924 1930.49,422.735 1930.55,293.955 1930.62,371.22 1930.69,308.117 1930.75,464.578 1930.82,281.432 1930.89,305.836 1930.95,521.822 1931.02,311.859 1931.08,264.653 1931.15,376.563 1931.22,397.455 1931.28,357.657 1931.35,383.184 1931.42,223.809 1931.48,374.695 1931.55,382.554 1931.62,381.65 1931.68,411.505 1931.75,477.709 1931.81,474.916 1931.88,498.255 1931.95,153.643 1932.01,188.364 1932.08,394.237 1932.15,325.92 1932.21,222.732 1932.28,428.873 1932.35,313.469 1932.41,417.239 1932.48,379.627 1932.54,191.834 1932.61,644.191 1932.68,608.78 1932.74,609.618 1932.81,227.828 1932.88,407.123 1932.94,402.804 1933.01,362.048 1933.08,305.218 1933.14,264.322 1933.21,293.785 1933.27,416.93 1933.34,360.855 1933.41,514.156 1933.47,459.54 1933.54,555.064 1933.61,636.493 1933.67,155.513 1933.74,409.393 1933.81,279.293 1933.87,251.577 1933.94,404.712 1934,193.303 1934.07,299.5 1934.14,428.441 1934.2,312.781 1934.27,343.915 1934.34,359.908 1934.4,324.211 1934.47,536.932 1934.54,539.544 1934.6,182.118 1934.67,271.707 1934.73,380.61 1934.8,557.671 1934.87,336.408 1934.93,265.611 1935,457.835 1935.07,365.084 1935.13,387.053 1935.2,225.666 1935.27,278.177 1935.33,228.873 1935.4,522.909 1935.46,409.353 1935.53,550.033 1935.6,437.131 1935.66,554.757 1935.73,489.821 1935.8,472.237 1935.86,459.159 1935.93,434.036 1936,298.089 1936.06,403.735 1936.13,291.073 1936.19,211.162 1936.26,321.832 1936.33,507.135 1936.39,280.248 1936.46,338.775 1936.53,689.236 1936.59,439.104 1936.66,221.237 1936.73,459.046 1936.79,512.03 1936.86,417.9 1936.93,237.746 1936.99,328.825 1937.06,423.792 1937.12,319.68 1937.19,327.394 1937.26,548.75 1937.32,588.421 1937.39,457.992 1937.46,535.839 1937.52,330.061 1937.59,315.184 1937.66,182.109 1937.72,347.741 1937.79,448.892 1937.85,440.484 1937.92,425.619 1937.99,384.945 1938.05,302.896 1938.12,222.437 1938.19,263.308 1938.25,471.769 1938.32,313.61 1938.39,514.646 1938.45,569.044 1938.52,256.805 1938.58,220.15 1938.65,206.491 1938.72,255.131 1938.78,329.323 1938.85,473.623 1938.92,281.169 1938.98,409.967 1939.05,472.847 1939.12,451.268 1939.18,519.879 1939.25,384.263 1939.31,493.794 1939.38,399.65 1939.45,263.3 1939.51,217.85 1939.58,539.104 1939.65,253.561 1939.71,349.472 1939.78,364.917 1939.85,358.409 1939.91,624.857 1939.98,645.084 1940.04,399.038 1940.11,362.723 1940.18,171.071 1940.24,365.378 1940.31,380.975 1940.38,249.672 1940.44,350.203 1940.51,400.338 1940.58,249.206 1940.64,291.922 1940.71,391.124 1940.77,541.349 1940.84,306.526 1940.91,207.795 1940.97,431.599 1941.04,955.801 1941.11,1038.31 1941.17,745.98 1941.24,725.769 1941.31,403.667 1941.37,147.286 1941.44,271.037 1941.5,291.633 1941.57,380.773 1941.64,319.683 1941.7,808.382 1941.77,368.041 1941.84,467.988 1941.9,530.49 1941.97,298.861 1942.04,648.493 1942.1,535.811 1942.17,516.513 1942.24,515.742 1942.3,338.103 1942.37,92.7712 1942.43,398.729 1942.5,412.264 1942.57,230.302 1942.63,155.152 1942.7,384.455 1942.77,599.162 1942.83,735.174 1942.9,407.267 1942.97,411.778 1943.03,210.554 1943.1,500.635 1943.16,722.18 1943.23,590.588 1943.3,863.855 1943.36,875.193 1943.43,883.834 1943.5,629.479 1943.56,617.539 1943.63,465.903 1943.7,615.382 1943.76,433.884 1943.83,267.421 1943.89,326.806 1943.96,321.164 1944.03,492.236 1944.09,264.872 1944.16,173.465 1944.23,181.025 1944.29,230.418 1944.36,319.553 1944.43,536.221 1944.49,406.142 1944.56,655.632 1944.62,489.469 1944.69,529.846 1944.76,412.009 1944.82,591.558 1944.89,596.625 1944.96,584.835 1945.02,540.792 1945.09,523.695 1945.16,932.039 1945.22,761.911 1945.29,387.199 1945.35,666.144 1945.42,275.625 1945.49,306.954 1945.55,176.121 1945.62,182.045 1945.69,351.978 1945.75,351.651 1945.82,550.278 1945.89,588.16 1945.95,425.462 1946.02,909.319 1946.08,468.964 1946.15,340.606 1946.22,388.881 1946.28,466.863 1946.35,373.747 1946.42,684.641 1946.48,559.394 1946.55,602.75 1946.62,347.589 1946.68,338.338 1946.75,618.239 1946.81,619.195 1946.88,285.727 1946.95,281.533 1947.01,491.055 1947.08,459.626 1947.15,309.364 1947.21,568.099 1947.28,344.57 1947.35,562.941 1947.41,290.641 1947.48,396.205 1947.54,366.605 1947.61,1067.72 1947.68,598.928 1947.74,408.162 1947.81,236.732 1947.88,394.017 1947.94,362.162 1948.01,161.25 1948.08,401.09 1948.14,369.233 1948.21,509.086 1948.28,192.719 1948.34,329.566 1948.41,439.121 1948.47,346.789 1948.54,398.175 1948.61,331.968 1948.67,236.606 1948.74,251.123 1948.81,280.028 1948.87,475.693 1948.94,244.461 1949.01,519.375 1949.07,367.448 1949.14,485.175 1949.2,259.607 1949.27,545.157 1949.34,264.073 1949.4,255.389 1949.47,443.308 1949.54,483.473 1949.6,512.14 1949.67,308.761 1949.74,384.009 1949.8,380.704 1949.87,315.925 1949.93,326.713 1950,167.21 1950.07,198.825 1950.13,193.455 1950.2,527.805 1950.27,558.647 1950.33,395.269 1950.4,404.112 1950.47,424.419 1950.53,504.242 1950.6,784.464 1950.66,275.979 1950.73,351.59 1950.8,445.438 1950.86,304.301 1950.93,401.284 1951,374.365 1951.06,259.139 1951.13,217.383 1951.2,533.279 1951.26,352.894 1951.33,494.68 1951.39,454.177 1951.46,468.574 1951.53,510.352 1951.59,381.111 1951.66,612.785 1951.73,540.859 1951.79,521.591 1951.86,471.628 1951.93,748.727 1951.99,743.709 1952.06,703.597 1952.12,676.133 1952.19,605.579 1952.26,593.968 1952.32,663.2 1952.39,284.079 1952.46,642.609 1952.52,539.382 1952.59,321.892 1952.66,397.287 1952.72,274.237 1952.79,260.541 1952.85,239.794 1952.92,510.286 1952.99,468.358 1953.05,526.06 1953.12,631.39 1953.19,301.326 1953.25,277.487 1953.32,299.186 1953.39,368.725 1953.45,449.091 1953.52,165.382 1953.58,370.803 1953.65,459.174 1953.72,333.514 1953.78,415.433 1953.85,277.166 1953.92,367.896 1953.98,323.636 1954.05,250.76 1954.12,590.578 1954.18,357.645 1954.25,611.174 1954.32,601.671 1954.38,612.025 1954.45,529.717 1954.51,664.676 1954.58,457.812 1954.65,367.448 1954.71,227.096 1954.78,263.601 1954.85,660.121 1954.91,396.042 1954.98,402.177 1955.05,250.553 1955.11,427.23 1955.18,386.135 1955.24,244.198 1955.31,364.898 1955.38,357.443 1955.44,491.081 1955.51,354.091 1955.58,250.632 1955.64,519.219 1955.71,288.783 1955.78,452.421 1955.84,296.432 1955.91,456.214 1955.97,252.714 1956.04,364.742 1956.11,489.295 1956.17,487.034 1956.24,253.053 1956.31,320.382 1956.37,382.629 1956.44,187.191 1956.51,376.356 1956.57,419.123 1956.64,201.435 1956.7,388.443 1956.77,316.913 1956.84,287.491 1956.9,464.104 1956.97,305.036 1957.04,255.54 1957.1,480.716 1957.17,366.304 1957.24,241.906 1957.3,451.922 1957.37,352.509 1957.43,313.016 1957.5,330.039 1957.57,569.314 1957.63,429.442 1957.7,343.122 1957.77,326.68 1957.83,272.027 1957.9,375.83 1957.97,390.421 1958.03,336.526 1958.1,383.923 1958.16,358.738 1958.23,437.355 1958.3,471.223 1958.36,623.152 1958.43,446.384 1958.5,355.248 1958.56,441.956 1958.63,714.794 1958.7,304.438 1958.76,758.174 1958.83,317.274 1958.89,693.625 1958.96,667.377 1959.03,190.989 1959.09,243.801 1959.16,673.715 1959.23,344.423 1959.29,279.079 1959.36,349.222 1959.43,334.73 1959.49,453.091 1959.56,452.15 1959.62,168.344 1959.69,284.766 1959.76,439.353 1959.82,271.059 1959.89,178.53 1959.96,623.527 1960.02,413.316 1960.09,272.219 1960.16,425.42 1960.22,424.664 1960.29,389.84 1960.36,347.102 1960.42,352.21 1960.49,278.405 1960.55,439.48 1960.62,225.975 1960.69,530.962 1960.75,321.325 1960.82,414.907 1960.89,550.676 1960.95,436.806 1961.02,430.499 1961.09,603.088 1961.15,442.775 1961.22,188.901 1961.28,292.993 1961.35,445.95 1961.42,224.844 1961.48,312.422 1961.55,361.93 1961.62,223.443 1961.68,373.249 1961.75,323.247 1961.82,522.555 1961.88,554.61 1961.95,495.341 1962.01,298.954 1962.08,497.675 1962.15,332.954 1962.21,328.834 1962.28,446.663 1962.35,286.416 1962.41,235.712 1962.48,294.057 1962.55,443.93 1962.61,315.765 1962.68,681.682 1962.74,579.711 1962.81,477.223 1962.88,331.533 1962.94,304.593 1963.01,433.084 1963.08,337.458 1963.14,449.622 1963.21,310.042 1963.28,345.222 1963.34,193.691 1963.41,374.451 1963.47,245.751 1963.54,308.886 1963.61,240.076 1963.67,306.522 1963.74,284.692 1963.81,482.024 1963.87,566.764 1963.94,486.153 1964.01,320.474 1964.07,613.582 1964.14,576.524 1964.2,412.078 1964.27,243.269 1964.34,448.046 1964.4,480.251 1964.47,847.213 1964.54,741.645 1964.6,275.84 1964.67,267.175 1964.74,213.423 1964.8,237.682 1964.87,521.716 1964.93,414.441 1965,511.168 1965.07,462.95 1965.13,357.417 1965.2,348.047 1965.27,397.538 1965.33,606.459 1965.4,303.526 1965.47,399.341 1965.53,583.617 1965.6,620.531 1965.67,574.861 1965.73,531.269 1965.8,277.406 1965.86,400.963 1965.93,402.195 1966,255.107 1966.06,220.788 1966.13,461.246 1966.2,294.545 1966.26,465.251 1966.33,431.459 1966.4,609.458 1966.46,605.912 1966.53,550.503 1966.59,451.471 1966.66,239.801 1966.73,265.908 1966.79,419.545 1966.86,462.321 1966.93,228.792 1966.99,478.875 1967.06,369.985 1967.13,350.454 1967.19,429.187 1967.26,633.988 1967.32,670.262 1967.39,201.54 1967.46,293.83 1967.52,441.393 1967.59,436.223 1967.66,564.039 1967.72,394.407 1967.79,532.173 1967.86,778.944 1967.92,709.481 1967.99,642.58 1968.05,659.083 1968.12,265.133 1968.19,227.391 1968.25,230.537 1968.32,298.237 1968.39,417.73 1968.45,211.654 1968.52,296.876 1968.59,206.166 1968.65,350.684 1968.72,488.121 1968.78,306.404 1968.85,438.769 1968.92,653.589 1968.98,751.035 1969.05,704.894 1969.12,250.879 1969.18,149.948 1969.25,582.191 1969.32,222.387 1969.38,512.771 1969.45,293.235 1969.51,440.726 1969.58,243.738 1969.65,274.64 1969.71,255.632 1969.78,489.843 1969.85,559.067 1969.91,445.899 1969.98,449.22 1970.05,672.143 1970.11,612.449 1970.18,581.063 1970.24,434.241 1970.31,570.911 1970.38,540.513 1970.44,187.577 1970.51,459.074 1970.58,213.049 1970.64,469.485 1970.71,189.413 1970.78,224.739 1970.84,552.352 1970.91,360.746 1970.97,470.799 1971.04,381.573 1971.11,465.265 1971.17,601.907 1971.24,474.804 1971.31,592.907 1971.37,626.655 1971.44,214.583 1971.51,297.845 1971.57,398.396 1971.64,278.844 1971.71,127.922 1971.77,130.879 1971.84,419.431 1971.9,330.483 1971.97,287.036 1972.04,496.624 1972.1,266.199 1972.17,289.088 1972.24,211.024 1972.3,404.206 1972.37,500.753 1972.44,503.672 1972.5,491.158 1972.57,458.989 1972.63,288.968 1972.7,407.276 1972.77,630.751 1972.83,618.996 1972.9,717.78 1972.97,494.332 1973.03,830.662 1973.1,659.069 1973.17,591.621 1973.23,361.972 1973.3,198.067 1973.36,307.667 1973.43,302.464 1973.5,398.881 1973.56,394.896 1973.63,460.937 1973.7,442.224 1973.76,717.294 1973.83,689.138 1973.9,268.775 1973.96,251.618 1974.03,323.41 1974.09,491.835 1974.16,484.756 1974.23,396.352 1974.29,351.344 1974.36,584.72 1974.43,456.421 1974.49,292.038 1974.56,337.737 1974.63,265.12 1974.69,260.321 1974.76,303.657 1974.82,402.578 1974.89,261.364 1974.96,417.133 1975.02,294.29 1975.09,333.921 1975.16,427.685 1975.22,329.171 1975.29,227.454 1975.36,368.584 1975.42,380.725 1975.49,250.071 1975.55,464.015 1975.62,379.108 1975.69,537.463 1975.75,486.644 1975.82,448.684 1975.89,796.985 1975.95,561.513 1976.02,396.496 1976.09,440.264 1976.15,354.517 1976.22,412.717 1976.28,566.057 1976.35,425.824 1976.42,264.956 1976.48,592.08 1976.55,282.083 1976.62,565.707 1976.68,331.171 1976.75,642.355 1976.82,328.584 1976.88,221.699 1976.95,487.641 1977.01,410.463 1977.08,448.665 1977.15,568.344 1977.21,214.859 1977.28,252.612 1977.35,400.95 1977.41,565.973 1977.48,409.17 1977.55,441.133 1977.61,332.644 1977.68,511.781 1977.75,396.646 1977.81,721.573 1977.88,622.732 1977.94,643.73 1978.01,451.305 1978.08,230.181 1978.14,278.331 1978.21,455.521 1978.28,538.515 1978.34,517 1978.41,501.775 1978.48,532.716 1978.54,424.625 1978.61,249.896 1978.67,544.472 1978.74,223.143 1978.81,375.49 1978.87,320.541 1978.94,229.653 1979.01,478.818 1979.07,430.79 1979.14,273.991 1979.21,282.269 1979.27,675.897 1979.34,375.48 1979.4,395.305 1979.47,264.313 1979.54,311.319 1979.6,308.521 1979.67,459.772 1979.74,365.602 1979.8,429.181 1979.87,472.698 1979.94,447.567 1980,145.235 1980.07,276.595 1980.13,206.111 1980.2,192.342 1980.27,224.939 1980.33,218.028 1980.4,339.301 1980.47,221.061 1980.53,776.123 1980.6,517.657 1980.67,182.341 1980.73,219.425 1980.8,498.443 1980.86,267.882 1980.93,307.638 1981,377.669 1981.06,652.425 1981.13,240.118 1981.2,266.699 1981.26,275.27 1981.33,329.398 1981.4,402.954 1981.46,464.995 1981.53,544.412 1981.59,624.58 1981.66,174.431 1981.73,359.318 1981.79,299.486 1981.86,304.156 1981.93,551.753 1981.99,531.048 1982.06,624.304 1982.13,463.337 1982.19,645.463 1982.26,540.297 1982.32,539.777 1982.39,486.757 1982.46,403.969 1982.52,292.737 1982.59,350.116 1982.66,442.951 1982.72,393.769 1982.79,401.839 1982.86,531.999 1982.92,368.27 1982.99,566.14 1983.05,768.993 1983.12,488.195 1983.19,388.634 1983.25,254.166 1983.32,492.543 1983.39,346.618 1983.45,200.475 1983.52,404.549 1983.59,650.086 1983.65,274.847 1983.72,396.48 1983.79,432.871 1983.85,320.9 1983.92,416.486 1983.98,393.802 1984.05,472.76 1984.12,584.249 1984.18,560.737 1984.25,656.371 1984.32,342.275 1984.38,618.867 1984.45,477.469 1984.52,656.827 1984.58,540.493 1984.65,492.627 1984.71,427.416 1984.78,228.732 1984.85,331.777 1984.91,397.714 1984.98,708.908 1985.05,437.075 1985.11,314.78 1985.18,336.64 1985.25,318.497 1985.31,372.678 1985.38,190.907 1985.44,593.425 1985.51,409.498 1985.58,539.387 1985.64,582.135 1985.71,407.571 1985.78,407.495 1985.84,402.998 1985.91,252.323 1985.98,271.336 1986.04,497.055 1986.11,393.646 1986.17,501.221 1986.24,436.391 1986.31,709.956 1986.37,641.013 1986.44,645.066 1986.51,857.662 1986.57,601.841 1986.64,604.598 1986.71,349.187 1986.77,417.211 1986.84,905.928 1986.9,669.053 1986.97,573.745 1987.04,455.306 1987.1,321.082 1987.17,314.744 1987.24,332.239 1987.3,276.292 1987.37,485.024 1987.44,345.933 1987.5,298.513 1987.57,342.597 1987.63,450.135 1987.7,386.566 1987.77,339.223 1987.83,249.727 1987.9,300.327 1987.97,386.758 1988.03,383.491 1988.1,294.578 1988.17,350.266 1988.23,460.089 1988.3,686.422 1988.36,306.725 1988.43,309.136 1988.5,205.511 1988.56,238.213 1988.63,462.954 1988.7,273.94 1988.76,473.784 1988.83,409.901 1988.9,215.324 1988.96,399.294 1989.03,317.346 1989.1,332.487 1989.16,432.436 1989.23,499.136 1989.29,311.553 1989.36,433.024 1989.43,397.44 1989.49,426.756 1989.56,449.147 1989.63,391.039 1989.69,257.7 1989.76,350.364 1989.83,350.203 1989.89,543.376 1989.96,395.835 1990.02,379.387 1990.09,473.502 1990.16,378.983 1990.22,330.384 1990.29,303.443 1990.36,264.063 1990.42,382.422 1990.49,524.996 1990.56,245.973 1990.62,188.113 1990.69,396.02 1990.75,488.285 1990.82,405.264 1990.89,624.213 1990.95,327.466 1991.02,348.463 1991.09,206.896 1991.15,198.803 1991.22,506.865 1991.29,372.716 1991.35,261.068 1991.42,235.839 1991.48,235.278 1991.55,363.759 1991.62,663.555 1991.68,726.48 1991.75,675.346 1991.82,474.734 1991.88,259.642 1991.95,407.094 1992.02,431.924 1992.08,559.111 1992.15,607.864 1992.21,638.326 1992.28,404.656 1992.35,270.011 1992.41,503.185 1992.48,432.025 1992.55,408.047 1992.61,600.097 1992.68,661.189 1992.75,367.056 1992.81,357.071 1992.88,421.168 1992.94,506.955 1993.01,252.772 1993.08,387.664 1993.14,380.26 1993.21,272.8 1993.28,533.256 1993.34,696.338 1993.41,297.755 1993.48,396.892 1993.54,549.618 1993.61,550.242 1993.67,343.492 1993.74,506.82 1993.81,285.673 1993.87,495.527 1993.94,436.801 1994.01,458.785 1994.07,590.524 1994.14,573.682 1994.21,451.537 1994.27,666.514 1994.34,213.119 1994.4,282.707 1994.47,232.761 1994.54,259.778 1994.6,443.159 1994.67,280.435 1994.74,620.455 1994.8,293.607 1994.87,510.562 1994.94,588.378 1995,594.731 1995.07,465.493 1995.14,445.298 1995.2,414.553 1995.27,343.665 1995.33,379.017 1995.4,292.347 1995.47,250.122 1995.53,315.736 1995.6,482.55 1995.67,510.755 1995.73,546.694 1995.8,417.168 1995.87,547.925 1995.93,359.76 1996,495.36 1996.06,366.622 1996.13,391.19 1996.2,179.682 1996.26,263.575 1996.33,207.912 1996.4,219.516 1996.46,441.65 1996.53,457.689 1996.6,628.77 1996.66,452.766 1996.73,659.807 1996.79,432.28 1996.86,187.55 1996.93,351.385 1996.99,471.937 1997.06,506.898 1997.13,443.506 1997.19,418.851 1997.26,570.486 1997.33,376.843 1997.39,390.431 1997.46,320.434 1997.52,427.385 1997.59,564.455 1997.66,554.251 1997.72,194.883 1997.79,689.956 1997.86,335.026 1997.92,325.241 1997.99,348.027 1998.06,473.316 1998.12,354.227 1998.19,575.838 1998.25,453.188 1998.32,369.19 1998.39,515.45 1998.45,383.712 1998.52,355.256 1998.59,150.544 1998.65,302.006 1998.72,479.605 1998.79,497.421 1998.85,503.885 1998.92,406.534 1998.98,223.563 1999.05,256.002 1999.12,328.794 1999.18,394.758 1999.25,687.247 1999.32,688.577 1999.38,417.531 1999.45,358.123 1999.52,431.124 1999.58,379.21 1999.65,577.621 1999.71,417.224 1999.78,501.624 1999.85,213.198 1999.91,299.154 1999.98,856.243 2000.05,553.892 2000.11,484.035 2000.18,447.968 2000.25,355.38 2000.31,321.94 2000.38,329.708 2000.44,225.393 2000.51,580.822 2000.58,408.009 2000.64,403.38 2000.71,390.303 2000.78,472.224 2000.84,429.518 2000.91,316.766 2000.98,250.206 2001.04,143.147 2001.11,326.595 2001.18,224.83 2001.24,461.849 2001.31,562.155 2001.37,662.738 2001.44,374.794 2001.51,741.994 2001.57,1010.35 2001.64,563.068 2001.71,394.794 2001.77,228.435 2001.84,216.442 2001.91,338.268 2001.97,284.205 2002.04,422.466 2002.1,384.921 2002.17,240.472 2002.24,972.536 2002.3,740.503 2002.37,897.207 2002.44,776.965 2002.5,431.511 2002.57,106.208 2002.64,480.312 2002.7,550.3 2002.77,255.574 2002.83,274.4 2002.9,465.597 2002.97,314.29 2003.03,516.528 2003.1,464.357 2003.17,462.511 2003.23,289.247 2003.3,158.755 2003.37,239.72 2003.43,242.809 2003.5,327.784 2003.56,272.874 2003.63,265.31 2003.7,386.622 2003.76,375.141 2003.83,406.286 2003.9,318.711 2003.96,694.999 2004.03,849.922 2004.1,711.878 2004.16,586.075 2004.23,528.111 2004.29,254.293 2004.36,331.237 2004.43,250.245 2004.49,211.363 2004.56,309.105 2004.63,301.815 2004.69,372.389 2004.76,567.898 2004.83,306.19 2004.89,298.215 2004.96,119.158 2005.02,242.101 2005.09,299.044 2005.16,546.814 2005.22,521.331 2005.29,525.805 2005.36,419.916 2005.42,257.816 2005.49,290.861 2005.56,324.615 2005.62,421.739 2005.69,380.839 2005.75,366.865 2005.82,290.978 2005.89,243.725 2005.95,478.84 2006.02,302.966 2006.09,294.829 2006.15,152.804 2006.22,499.932 2006.29,258.863 2006.35,430.187 2006.42,314.859 2006.49,340.376 2006.55,591.942 2006.62,329.232 2006.68,284.405 2006.75,354.129 2006.82,246.895 2006.88,191.926 2006.95,431.999 2007.02,294.467 2007.08,296.3 2007.15,387.179 2007.22,213.362 2007.28,128.575 2007.35,379.499 2007.41,461.782 2007.48,235.471 2007.55,252.743 2007.61,453.496 2007.68,710.486 2007.75,341.185 2007.81,194.47 2007.88,485.215 2007.95,365.177 2008.01,425.663 2008.08,251.956 2008.14,410.805 2008.21,658.574 2008.28,698.337 2008.34,374.83 2008.41,689.206 2008.48,322.366 2008.54,382.641 2008.61,390.857 2008.68,283.466 2008.74,339.874 2008.81,269.617 2008.87,439.678 2008.94,412.057 2009.01,320.903 2009.07,378.786 2009.14,405.69 2009.21,229.832 2009.27,313 2009.34,263.525 2009.41,213.513 2009.47,315.377 2009.54,440.253 2009.6,467.602 2009.67,224.821 2009.74,304.335 2009.8,195.914 2009.87,294.453 2009.94,560.573 2010,560.776 2010.07,323.436 2010.14,257.442 2010.2,500.412 2010.27,335.258 2010.33,408.317 2010.4,200.617 2010.47,656.608 2010.53,240.125 2010.6,306.596 2010.67,435.067 2010.73,452.358 2010.8,303.953 2010.87,140.461 2010.93,244.401 2011,612.888 2011.06,274.843 2011.13,524.222 2011.2,326.273 2011.26,251.558 2011.33,605.064 2011.4,646.572 2011.46,666.246 2011.53,937.512 2011.6,292.94 2011.66,166.888 2011.73,313.509 2011.79,531.487 2011.86,310.198 2011.93,412.917 2011.99,222.059 2012.06,566.971 2012.13,597.165 2012.19,374.103 2012.26,185.448 2012.33,329.942 2012.39,370.035 2012.46,480.787 2012.53,456.978 2012.59,430.894 2012.66,401.619 2012.72,355.582 2012.79,286.25 2012.86,395.648 2012.92,569.807 2012.99,370.417 2013.06,269.121 2013.12,403.74 2013.19,338.402 2013.26,383.506 2013.32,407.949 2013.39,337.012 2013.45,442.778 2013.52,570.323 2013.59,301.798 2013.65,480.123 2013.72,537.924 2013.79,454.868 2013.85,650.317 2013.92,478.217 2013.99,445.452 2014.05,389.412 2014.12,462.286 2014.18,191.825 2014.25,346.093 2014.32,410.953 2014.38,271.147 2014.45,255.862 2014.52,249.654 2014.58,561.33 2014.65,360.283 2014.72,388.395 2014.78,173.304 2014.85,197.141 2014.91,284.028 2014.98,325.895 2015.05,551.806 2015.11,385.494 2015.18,227.358 2015.25,219.467 2015.31,128.416 2015.38,285.386 2015.45,491.013 2015.51,616.139 2015.58,533.857 2015.64,569.846 2015.71,501.576 2015.78,417.875 2015.84,294.802 2015.91,219.912 2015.98,321.3 2016.04,805.796 2016.11,277.617 2016.18,418.247 2016.24,374.146 2016.31,558.688 2016.37,602.163 2016.44,554.683 2016.51,555.746 2016.57,829.411 2016.64,960.8 2016.71,766.972 2016.77,409.06 2016.84,480.595 2016.91,467.078 2016.97,553.084 2017.04,386.082 2017.1,251.749 2017.17,409.651 2017.24,381.621 2017.3,455.038 2017.37,148.571 2017.44,267.196 2017.5,236.555 2017.57,402.092 2017.64,302.937 2017.7,401.151 2017.77,420.224 2017.83,449.35 2017.9,419.336 2017.97,732.576 2018.03,341.142 2018.1,177.556 2018.17,413.096 2018.23,326.651 2018.3,265.971 2018.37,337.492 2018.43,316.223 2018.5,561.25 2018.57,408.421 2018.63,488.554 2018.7,320.754 2018.76,618.92 2018.83,659.264 2018.9,664.662 2018.96,454.728 2019.03,396.127 2019.1,334.127 2019.16,728.578 2019.23,551.494 2019.3,473.485 2019.36,504.049 2019.43,392.513 2019.49,201.199 2019.56,310.107 2019.63,368.29 2019.69,473.545 2019.76,354.887 2019.83,286.771 2019.89,358.855 2019.96,268.865 2020.03,243.042 2020.09,211.958 2020.16,368.281 2020.22,456.835 2020.29,524.129 2020.36,493.36 2020.42,402.936 2020.49,501.644 2020.56,315.526 2020.62,430.738 2020.69,694.337 2020.76,660.804 2020.82,788.247 2020.89,473.023 2020.95,515.364 2021.02,256.444 2021.09,491.452 2021.15,345.561 2021.22,172.62 2021.29,209.571 2021.35,377.32 2021.42,191.063 2021.49,459.143 2021.55,306.374 2021.62,387.782 2021.68,198.192 2021.75,528.668 2021.82,392.894 2021.88,450.032 2021.95,543.632 2022.02,436.089 2022.08,402.27 2022.15,213.698 2022.22,541.706 2022.28,342.789 2022.35,174.992 2022.41,210.78 2022.48,203.843 2022.55,520.365 2022.61,768.786 2022.68,434.259 2022.75,401.593 2022.81,440.059 2022.88,661.775 2022.95,387.315 2023.01,418.348 2023.08,506.625 2023.14,533.332 2023.21,725.067 2023.28,498.42 2023.34,513.592 2023.41,537.915 2023.48,725.259 2023.54,529.896 2023.61,629.19 2023.68,248.963 2023.74,593.711 2023.81,445.216 2023.87,463.898 2023.94,325.216 2024.01,355.408 2024.07,210.609 2024.14,274.982 2024.21,293.421 2024.27,193.889 2024.34,242.896 2024.41,433.714 2024.47,148.189 2024.54,241.986 2024.61,324.159 2024.67,186.199 2024.74,213.119 2024.8,246.365 2024.87,535.706 2024.94,221.607 2025,127.298 2025.07,408.82 2025.14,284.326 2025.2,557.741 2025.27,262.408 2025.34,274.698 2025.4,490.657 2025.47,318.489 2025.53,728.916 2025.6,442.22 2025.67,292.185 2025.73,205.527 2025.8,278.206 2025.87,391.454 2025.93,318.649 2026,319.742 2026.07,266.367 2026.13,359.378 2026.2,444.594 2026.26,283.58 2026.33,278.701 2026.4,381.384 2026.46,331.704 2026.53,304.894 2026.6,464.332 2026.66,522.997 2026.73,571.631 2026.8,514.213 2026.86,630.744 2026.93,660.901 2026.99,516.316 2027.06,607.101 2027.13,633.955 2027.19,690.714 2027.26,524.28 2027.33,331.281 2027.39,293.894 2027.46,684.316 2027.53,304.696 2027.59,444.01 2027.66,311.728 2027.72,231.279 2027.79,279.43 2027.86,417.199 2027.92,381.401 2027.99,666.827 2028.06,769.479 2028.12,374.326 2028.19,441.774 2028.26,615.743 2028.32,495.486 2028.39,629.512 2028.45,183.277 2028.52,478.399 2028.59,370.236 2028.65,293.421 2028.72,205.626 2028.79,248.317 2028.85,259.699 2028.92,485.913 2028.99,464.128 2029.05,812.611 2029.12,653.636 2029.18,468.228 2029.25,417.003 2029.32,228.468 2029.38,270.571 2029.45,353.837 2029.52,415.116 2029.58,337.978 2029.65,308.227 2029.72,171.848 2029.78,367.11 2029.85,307.738 2029.92,340.876 2029.98,386.638 2030.05,429.202 2030.11,528.568 2030.18,421.421 2030.25,604.166 2030.31,346.796 2030.38,347.548 2030.45,340.464 2030.51,272.116 2030.58,340.257 2030.65,309.115 2030.71,270.36 2030.78,344.814 2030.84,449.138 2030.91,308.315 2030.98,448.632 2031.04,335.873 2031.11,395.759 2031.18,266.716 2031.24,237.479 2031.31,227.825 2031.38,502.053 2031.44,294.482 2031.51,652.011 2031.57,459.113 2031.64,588.352 2031.71,350.338 2031.77,340.513 2031.84,334.404 2031.91,276.463 2031.97,446.207 2032.04,521.139 2032.11,433.622 2032.17,371.876 2032.24,393.925 2032.3,524.201 2032.37,445.228 2032.44,545.75 2032.5,688.766 2032.57,837.9 2032.64,894.847 2032.7,542.39 2032.77,574.401 2032.84,748.616 2032.9,650.979 2032.97,592.574 2033.03,495.74 2033.1,273.047 2033.17,670.217 2033.23,413.704 2033.3,260.035 2033.37,281.831 2033.43,250.302 2033.5,328.486 2033.57,326.539 2033.63,215.759 2033.7,287.208 2033.76,178.757 2033.83,331.683 2033.9,276.008 2033.96,378.349 2034.03,323.499 2034.1,222.91 2034.16,374.364 2034.23,351.246 2034.3,809.658 2034.36,281.087 2034.43,406.246 2034.49,382.941 2034.56,832.069 2034.63,351.143 2034.69,382.382 2034.76,483.626 2034.83,232.751 2034.89,519.877 2034.96,297.231 2035.03,420.699 2035.09,142.857 2035.16,320.393 2035.22,354.725 2035.29,332.646 2035.36,345.719 2035.42,358.189 2035.49,253.672 2035.56,382.849 2035.62,167.276 2035.69,318.139 2035.76,412.694 2035.82,447.318 2035.89,549.402 2035.96,514.661 2036.02,639.9 2036.09,597.151 2036.15,397.512 2036.22,303.859 2036.29,382.726 2036.35,787.737 2036.42,206.431 2036.49,299.729 2036.55,212.379 2036.62,159.914 2036.69,207.473 2036.75,398.341 2036.82,418.929 2036.88,338.561 2036.95,551.368 2037.02,385.29 2037.08,437.323 2037.15,490.721 2037.22,480.061 2037.28,343.375 2037.35,433.137 2037.42,388.083 2037.48,200.629 2037.55,391.298 2037.61,510.601 2037.68,493.355 2037.75,669.252 2037.81,398.467 2037.88,209.466 2037.95,339.897 2038.01,369.678 2038.08,418.964 2038.15,208.25 2038.21,233.422 2038.28,163.168 2038.34,203.595 2038.41,238.254 2038.48,453.013 2038.54,422.423 2038.61,368.656 2038.68,299.784 2038.74,407.182 2038.81,414.753 2038.88,412.804 2038.94,443.357 2039.01,600.189 2039.07,351.814 2039.14,309.377 2039.21,347.835 2039.27,236.64 2039.34,398.665 2039.41,308.456 2039.47,297.498 2039.54,356.579 2039.61,678.254 2039.67,390.019 2039.74,594.527 2039.8,522.577 2039.87,540.756 2039.94,287.844 2040,328.855 2040.07,372.468 2040.14,215.8 2040.2,340.59 2040.27,388.264 2040.34,457.205 2040.4,632.982 2040.47,394.176 2040.53,545.588 2040.6,505.928 2040.67,420.212 2040.73,452.812 2040.8,378.176 2040.87,472.273 2040.93,351.22 2041,219.179 2041.07,200.888 2041.13,257.856 2041.2,227.814 2041.26,365.718 2041.33,417.397 2041.4,412.14 2041.46,574.484 2041.53,488.478 2041.6,549.371 2041.66,232.566 2041.73,296.249 2041.8,203.308 2041.86,494.115 2041.93,443.623 2042,384.569 2042.06,434.863 2042.13,583.711 2042.19,389.21 2042.26,327.932 2042.33,550.042 2042.39,336.045 2042.46,360.956 2042.53,377.228 2042.59,389.441 2042.66,363.406 2042.73,356.282 2042.79,419.395 2042.86,455.742 2042.92,559.477 2042.99,481.845 2043.06,291.497 2043.12,468.402 2043.19,269.552 2043.26,301.301 2043.32,180.503 2043.39,396.647 2043.46,401.122 2043.52,340.414 2043.59,479.348 2043.65,426.758 2043.72,331.543 2043.79,422.135 2043.85,424.042 2043.92,393.069 2043.99,791.046 2044.05,703.372 2044.12,509.41 2044.19,751.585 2044.25,437.398 2044.32,511.598 2044.38,411.796 2044.45,497.82 2044.52,558.218 2044.58,728.321 2044.65,711.165 2044.72,249.939 2044.78,323.48 2044.85,521.232 2044.92,387.154 2044.98,429.138 2045.05,596.633 2045.11,506.745 2045.18,734.567 2045.25,732.57 2045.31,680.562 2045.38,771.785 2045.45,641.66 2045.51,693.833 2045.58,825.172 2045.65,722.25 2045.71,456.237 2045.78,485.616 2045.84,357.46 2045.91,493.204 2045.98,532.736 2046.04,203.438 2046.11,270.655 2046.18,590.495 2046.24,504.009 2046.31,295.869 2046.38,311.712 2046.44,303.319 2046.51,524.624 2046.57,378.149 2046.64,353.864 2046.71,398.522 2046.77,491.019 2046.84,461.277 2046.91,423.918 2046.97,262.902 2047.04,402.604 2047.11,357.233 2047.17,430.611 2047.24,280.713 2047.3,284.71 2047.37,307.344 2047.44,364.601 2047.5,945.818 2047.57,571.376 2047.64,349.166 2047.7,443.735 2047.77,324.887 2047.84,265.484 2047.9,460.229 2047.97,504.866 2048.04,582.78 2048.1,526.382 2048.17,514.213 2048.23,222.122 2048.3,439.182 2048.37,454.987 2048.43,648.901 2048.5,242.336 2048.57,330.167 2048.63,525.923 2048.7,557.649 2048.77,257.546 2048.83,437.985 2048.9,274.404 2048.96,316.301 2049.03,253.276 2049.1,253.503 2049.16,200.458 2049.23,483.378 2049.3,200.253 2049.36,188.207 2049.43,309.815 2049.5,459.296 2049.56,390.938 2049.63,594.181 2049.69,661.363 2049.76,643.345 2049.83,564.858 2049.89,798.497 2049.96,489.637 2050.03,619.282 2050.09,207.805 2050.16,342.405 2050.23,381.146 2050.29,527.405 2050.36,367.131 2050.42,408.524 2050.49,559.318 2050.56,218.434 2050.62,408.094 2050.69,293.998 2050.76,361.38 2050.82,338.064 2050.89,541.006 2050.96,376.065 2051.02,312.29 2051.09,680.747 2051.15,342.972 2051.22,380.424 2051.29,300.59 2051.35,413.442 2051.42,354.525 2051.49,329.681 2051.55,324.518 2051.62,265.162 2051.69,376.467 2051.75,384.022 2051.82,420.954 2051.88,556.952 2051.95,812.218 2052.02,487.194 2052.08,703.349 2052.15,338.062 2052.22,358.011 2052.28,464.608 2052.35,500.113 2052.42,386.476 2052.48,397.899 2052.55,186.291 2052.61,225.214 2052.68,261.845 2052.75,282.369 2052.81,263.089 2052.88,519.412 2052.95,381.186 2053.01,582.317 2053.08,695.627 2053.15,521.278 2053.21,550.534 2053.28,600.682 2053.35,693.567 2053.41,454.844 2053.48,664.748 2053.54,452.657 2053.61,209.286 2053.68,366.489 2053.74,319.696 2053.81,570.42 2053.88,220.982 2053.94,318.12 2054.01,440.842 2054.08,324.037 2054.14,495.806 2054.21,437.726 2054.27,431.705 2054.34,441.022 2054.41,386.311 2054.47,548.15 2054.54,671.053 2054.61,723.266 2054.67,528.934 2054.74,372.717 2054.81,452.638 2054.87,484.948 2054.94,219.138 2055,310.023 2055.07,260.268 2055.14,292.403 2055.2,284.417 2055.27,300.414 2055.34,325.101 2055.4,584.748 2055.47,699.901 2055.54,721.124 2055.6,218.397 2055.67,517.173 2055.73,446.653 2055.8,405.524 2055.87,273.748 2055.93,292.576 2056,362.44 2056.07,608.184 2056.13,417.976 2056.2,805.68 2056.27,363.044 2056.33,407.293 2056.4,336.782 2056.46,182.011 2056.53,301.164 2056.6,283.77 2056.66,276.817 2056.73,302.352 2056.8,461.343 2056.86,357.431 2056.93,474.377 2057,391.855 2057.06,379.411 2057.13,385.418 2057.19,415.291 2057.26,357.684 2057.33,519.832 2057.39,367.125 2057.46,479.673 2057.53,612.8 2057.59,432.645 2057.66,351.135 2057.73,591.937 2057.79,452.53 2057.86,385.521 2057.92,275.393 2057.99,282.406 2058.06,436.391 2058.12,245.115 2058.19,197.306 2058.26,434.326 2058.32,326.381 2058.39,453.173 2058.46,447.177 2058.52,370.442 2058.59,327.82 2058.65,231.925 2058.72,382.59 2058.79,520.626 2058.85,212.305 2058.92,483.981 2058.99,521.095 2059.05,393.253 2059.12,450.732 2059.19,531.748 2059.25,337.753 2059.32,342.401 2059.39,346.49 2059.45,333.171 2059.52,404.161 2059.58,364.071 2059.65,239.24 2059.72,567.382 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       "</svg>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Configure the stratigraphic Monte Carlo model\n",
    "config = StratAgeModelConfiguration()\n",
    "# If in doubt, you can probably leave these parameters as-is\n",
    "config.resolution = 0.2 # Same units as sample height. Smaller is slower!\n",
    "config.bounding = 0.5 # how far away do we place runaway bounds, as a fraction of total section height\n",
    "(bottom, top) = extrema(smpl.Height)\n",
    "npoints_approx = round(Int,length(bottom:config.resolution:top) * (1 + 2*config.bounding))\n",
    "config.nsteps = 30000 # Number of steps to run in distribution MCMC\n",
    "config.burnin = 10000*npoints_approx # Number to discard\n",
    "config.sieve = round(Int,npoints_approx) # Record one out of every nsieve steps\n",
    "\n",
    "# Run the stratigraphic MCMC model\n",
    "(mdl, agedist, lldist) = StratMetropolis(smpl, config)\n",
    "\n",
    "# Write the results to file\n",
    "run(`mkdir -p $(smpl.Path)`) # Make sure that the path exists\n",
    "writedlm(smpl.Path*\"agedist.csv\", agedist, ',') # Stationary distribution of the age-depth model\n",
    "writedlm(smpl.Path*\"height.csv\", mdl.Height, ',') # Stratigraphic heights corresponding to each row of agedist\n",
    "writedlm(smpl.Path*\"age.csv\", mdl.Age, ',') # Mean age of resulting model\n",
    "writedlm(smpl.Path*\"age_025CI.csv\", mdl.Age_025CI, ',') # 2.5% confidence interval of resulting model\n",
    "writedlm(smpl.Path*\"age_975CI.csv\", mdl.Age_975CI, ',') # 97.5% confidence interval of resulting model\n",
    "writedlm(smpl.Path*\"lldist.csv\", lldist, ',') # Log likelihood distribution (to check for stationarity)\n",
    "\n",
    "# Plot the log likelihood to make sure we're converged (n.b burnin isn't recorded)\n",
    "hdl = plot(lldist,xlabel=\"Step number\",ylabel=\"Log likelihood\",label=\"\",line=(0.85,:darkblue),framestyle=:box)\n",
    "savefig(hdl,smpl.Path*\"lldist.pdf\")\n",
    "display(hdl)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "87d41c2c-e70f-4458-a9cf-2c3ce070625a",
   "metadata": {},
   "source": [
    "The most important output of this process is `agedist`, which contains the full stationary distribution of the age-depth model. We can save it to a file, but if this notebook is running remotely, you may have trouble getting it out of here (see section **Getting your data out**)!\n",
    "***\n",
    "## Plot results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "d7465541-c88b-44a1-ae83-f21c227fe461",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot results (mean and 95% confidence interval for both model and data)\n",
    "hdl = plot([mdl.Age_025CI; reverse(mdl.Age_975CI)],[mdl.Height; reverse(mdl.Height)], fill=(round(Int,minimum(mdl.Height)),0.5,:blue), label=\"model\")\n",
    "plot!(hdl, mdl.Age, mdl.Height, linecolor=:blue, label=\"\", fg_color_legend=:white) # Center line\n",
    "t = smpl.Age_Sidedness .== 0 # Two-sided constraints (plot in black)\n",
    "any(t) && plot!(hdl, smpl.Age[t], smpl.Height[t], xerror=2*smpl.Age_sigma[t],label=\"data\",seriestype=:scatter,color=:black)\n",
    "t = smpl.Age_Sidedness .== 1 # Minimum ages (plot in cyan)\n",
    "any(t) && plot!(hdl, smpl.Age[t], smpl.Height[t], xerror=(2*smpl.Age_sigma[t],zeros(count(t))),label=\"\",seriestype=:scatter,color=:cyan,msc=:cyan)\n",
    "any(t) && zip(smpl.Age[t], smpl.Age[t].+nanmean(smpl.Age_sigma[t])*4, smpl.Height[t]) .|> x-> plot!([x[1],x[2]],[x[3],x[3]], arrow=true, label=\"\", color=:cyan)\n",
    "t = smpl.Age_Sidedness .== -1 # Maximum ages (plot in orange)\n",
    "any(t) && plot!(hdl, smpl.Age[t], smpl.Height[t], xerror=(zeros(count(t)),2*smpl.Age_sigma[t]),label=\"\",seriestype=:scatter,color=:orange,msc=:orange)\n",
    "any(t) && zip(smpl.Age[t], smpl.Age[t].-nanmean(smpl.Age_sigma[t])*4, smpl.Height[t]) .|> x-> plot!([x[1],x[2]],[x[3],x[3]], arrow=true, label=\"\", color=:orange)\n",
    "plot!(hdl, xlabel=\"Age ($(smpl.Age_Unit))\", ylabel=\"Height ($(smpl.Height_Unit))\", framestyle=:box)\n",
    "savefig(hdl,smpl.Path*\"AgeDepthModel.svg\")\n",
    "savefig(hdl,smpl.Path*\"AgeDepthModel.pdf\")\n",
    "display(hdl)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "1a311da9-ffd6-4f39-bf4c-f4b2a86b23dd",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Interpolated age at height=-404: 7383.812457480191 +140.90578308057047/-136.42163393857118 ka"
     ]
    },
    {
     "data": {
      "image/png": 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     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Stratigraphic height at which to interpolate\n",
    "height = -404\n",
    "\n",
    "age_at_height = linterp1s(mdl.Height,mdl.Age,height)\n",
    "age_at_height_min = linterp1s(mdl.Height,mdl.Age_025CI,height)\n",
    "age_at_height_max = linterp1s(mdl.Height,mdl.Age_975CI,height)\n",
    "print(\"Interpolated age at height=$height: $age_at_height +$(age_at_height_max-age_at_height)/-$(age_at_height-age_at_height_min) $(smpl.Age_Unit)\")\n",
    "\n",
    "# Optional: interpolate full age distribution\n",
    "interpolated_distribution = Array{Float64}(undef,size(agedist,2))\n",
    "for i=1:size(agedist,2)\n",
    "    interpolated_distribution[i] = linterp1s(mdl.Height,agedist[:,i],height)\n",
    "end\n",
    "hdl = histogram(interpolated_distribution, nbins=50, fill=(0.75,:darkblue), label=\"\", framestyle=:box)\n",
    "plot!(hdl, xlabel=\"Age ($(smpl.Age_Unit)) at height=$height\", ylabel=\"Likelihood (unnormalized)\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0b69a3f9-9446-42bc-b4cb-6b4a6265a412",
   "metadata": {},
   "source": [
    "There are other things we can plot as well, such as deposition rate:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "76a13415-e1a5-4ee7-9500-2117605dd867",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  0.564304 seconds (1.72 M allocations: 420.885 MiB, 10.11% gc time, 65.55% compilation time)\n"
     ]
    },
    {
     "data": {
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      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Set bin width and spacing\n",
    "binwidth = round(nanrange(mdl.Age)/10,sigdigits=1) # Can also set manually, commented out below\n",
    "# binwidth = 100 # Same units as smpl.Age\n",
    "binoverlap = 10\n",
    "ages = collect(minimum(mdl.Age):binwidth/binoverlap:maximum(mdl.Age))\n",
    "bincenters = ages[1+Int(binoverlap/2):end-Int(binoverlap/2)]\n",
    "spacing = binoverlap\n",
    "\n",
    "# Calculate rates for the stratigraphy of each markov chain step\n",
    "dhdt_dist = Array{Float64}(undef, length(ages)-binoverlap, config.nsteps)\n",
    "@time for i=1:config.nsteps\n",
    "    heights = linterp1(reverse(agedist[:,i]), reverse(mdl.Height), ages)\n",
    "    dhdt_dist[:,i] .= abs.(heights[1:end-spacing] - heights[spacing+1:end]) ./ binwidth\n",
    "end\n",
    "\n",
    "# Find mean and 1-sigma (68%) CI\n",
    "dhdt = nanmean(dhdt_dist,dim=2)\n",
    "dhdt_50p = nanmedian(dhdt_dist,dim=2)\n",
    "dhdt_16p = nanpctile(dhdt_dist,15.865,dim=2) # Minus 1-sigma (15.865th percentile)\n",
    "dhdt_84p = nanpctile(dhdt_dist,84.135,dim=2) # Plus 1-sigma (84.135th percentile)\n",
    "# Other confidence intervals (10:10:50)\n",
    "dhdt_20p = nanpctile(dhdt_dist,20,dim=2)\n",
    "dhdt_80p = nanpctile(dhdt_dist,80,dim=2)\n",
    "dhdt_25p = nanpctile(dhdt_dist,25,dim=2)\n",
    "dhdt_75p = nanpctile(dhdt_dist,75,dim=2)\n",
    "dhdt_30p = nanpctile(dhdt_dist,30,dim=2)\n",
    "dhdt_70p = nanpctile(dhdt_dist,70,dim=2)\n",
    "dhdt_35p = nanpctile(dhdt_dist,35,dim=2)\n",
    "dhdt_65p = nanpctile(dhdt_dist,65,dim=2)\n",
    "dhdt_40p = nanpctile(dhdt_dist,40,dim=2)\n",
    "dhdt_60p = nanpctile(dhdt_dist,60,dim=2)\n",
    "dhdt_45p = nanpctile(dhdt_dist,45,dim=2)\n",
    "dhdt_55p = nanpctile(dhdt_dist,55,dim=2)\n",
    "\n",
    "# Plot results\n",
    "hdl = plot(bincenters,dhdt, label=\"Mean\", color=:black, linewidth=2)\n",
    "plot!(hdl,[bincenters; reverse(bincenters)],[dhdt_16p; reverse(dhdt_84p)], fill=(0,0.2,:darkblue), linealpha=0, label=\"68% CI\")\n",
    "plot!(hdl,[bincenters; reverse(bincenters)],[dhdt_20p; reverse(dhdt_80p)], fill=(0,0.2,:darkblue), linealpha=0, label=\"\")\n",
    "plot!(hdl,[bincenters; reverse(bincenters)],[dhdt_25p; reverse(dhdt_75p)], fill=(0,0.2,:darkblue), linealpha=0, label=\"\")\n",
    "plot!(hdl,[bincenters; reverse(bincenters)],[dhdt_30p; reverse(dhdt_70p)], fill=(0,0.2,:darkblue), linealpha=0, label=\"\")\n",
    "plot!(hdl,[bincenters; reverse(bincenters)],[dhdt_35p; reverse(dhdt_65p)], fill=(0,0.2,:darkblue), linealpha=0, label=\"\")\n",
    "plot!(hdl,[bincenters; reverse(bincenters)],[dhdt_40p; reverse(dhdt_60p)], fill=(0,0.2,:darkblue), linealpha=0, label=\"\")\n",
    "plot!(hdl,[bincenters; reverse(bincenters)],[dhdt_45p; reverse(dhdt_55p)], fill=(0,0.2,:darkblue), linealpha=0, label=\"\")\n",
    "plot!(hdl,bincenters,dhdt_50p, label=\"Median\", color=:grey, linewidth=1)\n",
    "plot!(hdl, xlabel=\"Age ($(smpl.Age_Unit))\", ylabel=\"Depositional Rate ($(smpl.Height_Unit) / $(smpl.Age_Unit) over $binwidth $(smpl.Age_Unit))\", fg_color_legend=:white, framestyle=:box)\n",
    "savefig(hdl,smpl.Path*\"DepositionRateModelCI.pdf\")\n",
    "display(hdl)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9b5f1048-2e97-4641-adca-45f7205d0de7",
   "metadata": {},
   "source": [
    "***\n",
    "## Option B: Configure and run stratigraphic model, including hiatuses\n",
    "We can also deal with discrete hiatuses in the stratigraphic section if we know where they are and about how long they lasted. We need some different models and methods though. In particular, in addition to the `ChronAgeData` struct, we also need a `HiatusData` struct now, and will have a new `hiatusdist` output."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "6a92e9f6-1cde-4b12-a2df-455437f1e58b",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\u001b[36m\u001b[1m[ \u001b[22m\u001b[39m\u001b[36m\u001b[1mInfo: \u001b[22m\u001b[39mGenerating stratigraphic age-depth model...\n",
      "\u001b[36m\u001b[1m[ \u001b[22m\u001b[39m\u001b[36m\u001b[1mInfo: \u001b[22m\u001b[39mBurn-in: 3400000 steps\n",
      "\u001b[32mBurn-in... 100%|█████████████████████████████████████████| Time: 0:00:01\u001b[39m\n",
      "\u001b[36m\u001b[1m[ \u001b[22m\u001b[39m\u001b[36m\u001b[1mInfo: \u001b[22m\u001b[39mCollecting sieved stationary distribution: 10200000 steps\n",
      "\u001b[32mCollecting... 100%|██████████████████████████████████████| Time: 0:00:04\u001b[39m\n"
     ]
    },
    {
     "data": {
      "image/png": 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      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Data about hiatuses\n",
    "nHiatuses = 2 # The number of hiatuses you have data for\n",
    "hiatus = HiatusData(nHiatuses) # Struct to hold data\n",
    "hiatus.Height         = [-371.5, -405.0 ]\n",
    "hiatus.Height_sigma   = [   0.0,    0.0 ]\n",
    "hiatus.Duration       = [ 100.0,   123.0]\n",
    "hiatus.Duration_sigma = [  30.5,    20.0]\n",
    "\n",
    "# Configure the stratigraphic Monte Carlo model\n",
    "config = StratAgeModelConfiguration()\n",
    "# If in doubt, you can probably leave these parameters as-is\n",
    "config.resolution = 0.2 # Same units as sample height. Smaller is slower!\n",
    "config.bounding = 0.1 # how far away do we place runaway bounds, as a fraction of total section height\n",
    "(bottom, top) = extrema(smpl.Height)\n",
    "npoints_approx = round(Int,length(bottom:config.resolution:top) * (1 + 2*config.bounding))\n",
    "config.nsteps = 30000 # Number of steps to run in distribution MCMC\n",
    "config.burnin = 10000*npoints_approx # Number to discard\n",
    "config.sieve = round(Int,npoints_approx) # Record one out of every nsieve steps\n",
    "\n",
    "# Run the model. Note the new `hiatus` argument and `hiatusdist` result\n",
    "(mdl, agedist, hiatusdist, lldist) = StratMetropolis(smpl, hiatus, config); sleep(0.5)\n",
    "\n",
    "# Write the results to file\n",
    "run(`mkdir -p $(smpl.Path)`) # Make sure that the path exists\n",
    "writedlm(smpl.Path*\"agedist_hiatus.csv\", agedist, ',') # Stationary distribution of the age-depth model\n",
    "writedlm(smpl.Path*\"height_hiatus.csv\", mdl.Height, ',') # Stratigraphic heights corresponding to each row of agedist\n",
    "writedlm(smpl.Path*\"age_hiatus.csv\", mdl.Age, ',') # Mean age of resulting model\n",
    "writedlm(smpl.Path*\"age_025CI_hiatus.csv\", mdl.Age_025CI, ',') # 2.5% confidence interval of resulting model\n",
    "writedlm(smpl.Path*\"age_975CI_hiatus.csv\", mdl.Age_975CI, ',') # 97.5% confidence interval of resulting model\n",
    "writedlm(smpl.Path*\"lldist_hiatus.csv\", lldist, ',') # Log likelihood distribution (to check for stationarity)\n",
    "\n",
    "# Plot results (mean and 95% confidence interval for both model and data)\n",
    "hdl = plot([mdl.Age_025CI; reverse(mdl.Age_975CI)],[mdl.Height; reverse(mdl.Height)], fill=(minimum(mdl.Height),0.5,:blue), label=\"model\")\n",
    "plot!(hdl, mdl.Age, mdl.Height, linecolor=:blue, label=\"\", fg_color_legend=:white)\n",
    "plot!(hdl, smpl.Age, smpl.Height, xerror=smpl.Age_sigma*2,label=\"data\",seriestype=:scatter,color=:black)\n",
    "plot!(hdl, xlabel=\"Age ($(smpl.Age_Unit))\", ylabel=\"Height ($(smpl.Height_Unit))\", framestyle=:box)\n",
    "savefig(hdl,smpl.Path*\"AgeDepthModelHiatus.pdf\");\n",
    "display(hdl)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "65520551-bd1c-4e89-af9e-5c9fdbed3e51",
   "metadata": {},
   "source": [
    "***\n",
    "## Getting your data out\n",
    "As shown below, we have access to the system command line, so we can use the unix command `ls` to see all the files we have written. We'll try this first using `;` to access Julia's command-line shell mode:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "f75ed893-eb56-4ab3-a1c2-18927c7a812f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AgeDepthModel.pdf\n",
      "AgeDepthModel.svg\n",
      "AgeDepthModelHiatus.pdf\n",
      "BootstrappedDistribution.pdf\n",
      "DepositionRateModelCI.pdf\n",
      "DepositionRateModelCI.svg\n",
      "KJ04-70.csv\n",
      "KJ04-70_distribution.pdf\n",
      "KJ04-70_distribution.svg\n",
      "KJ04-70_rankorder.pdf\n",
      "KJ04-70_rankorder.svg\n",
      "KJ04-72.csv\n",
      "KJ04-72_distribution.pdf\n",
      "KJ04-72_distribution.svg\n",
      "KJ04-72_rankorder.pdf\n",
      "KJ04-72_rankorder.svg\n",
      "KJ04-75.csv\n",
      "KJ04-75_distribution.pdf\n",
      "KJ04-75_distribution.svg\n",
      "KJ04-75_rankorder.pdf\n",
      "KJ04-75_rankorder.svg\n",
      "KJ08-157.csv\n",
      "KJ08-157_distribution.pdf\n",
      "KJ08-157_distribution.svg\n",
      "KJ08-157_rankorder.pdf\n",
      "KJ08-157_rankorder.svg\n",
      "KJ09-66.csv\n",
      "KJ09-66_distribution.pdf\n",
      "KJ09-66_distribution.svg\n",
      "KJ09-66_rankorder.pdf\n",
      "KJ09-66_rankorder.svg\n",
      "KR18-01.csv\n",
      "KR18-01_Concordia.pdf\n",
      "KR18-01_Concordia.svg\n",
      "KR18-01_Pbloss.pdf\n",
      "KR18-01_Pbloss.svg\n",
      "KR18-01_distribution.pdf\n",
      "KR18-01_distribution.svg\n",
      "KR18-04.csv\n",
      "KR18-04_Concordia.pdf\n",
      "KR18-04_Concordia.svg\n",
      "KR18-04_Pbloss.pdf\n",
      "KR18-04_Pbloss.svg\n",
      "KR18-04_distribution.pdf\n",
      "KR18-04_distribution.svg\n",
      "KR18-05.csv\n",
      "KR18-05_Concordia.pdf\n",
      "KR18-05_Concordia.svg\n",
      "KR18-05_Pbloss.pdf\n",
      "KR18-05_Pbloss.svg\n",
      "KR18-05_distribution.pdf\n",
      "KR18-05_distribution.svg\n",
      "age.csv\n",
      "age_025CI.csv\n",
      "age_025CI_hiatus.csv\n",
      "age_975CI.csv\n",
      "age_975CI_hiatus.csv\n",
      "age_hiatus.csv\n",
      "agedist.csv\n",
      "agedist_hiatus.csv\n",
      "distresults.csv\n",
      "height.csv\n",
      "height_hiatus.csv\n",
      "lldist.csv\n",
      "lldist.pdf\n",
      "lldist_hiatus.csv\n",
      "results.csv\n"
     ]
    }
   ],
   "source": [
    "; ls MyData"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a5d75792-6933-4b0f-a3c3-90f24438887a",
   "metadata": {},
   "source": [
    "Alternatively, we could do the same thing using the `run` function:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "6f9b1463-0f69-4f67-ae75-aea8ff6ad240",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AgeDepthModel.pdf\n",
      "AgeDepthModel.svg\n",
      "AgeDepthModelHiatus.pdf\n",
      "BootstrappedDistribution.pdf\n",
      "DepositionRateModelCI.pdf\n",
      "DepositionRateModelCI.svg\n",
      "KJ04-70.csv\n",
      "KJ04-70_distribution.pdf\n",
      "KJ04-70_distribution.svg\n",
      "KJ04-70_rankorder.pdf\n",
      "KJ04-70_rankorder.svg\n",
      "KJ04-72.csv\n",
      "KJ04-72_distribution.pdf\n",
      "KJ04-72_distribution.svg\n",
      "KJ04-72_rankorder.pdf\n",
      "KJ04-72_rankorder.svg\n",
      "KJ04-75.csv\n",
      "KJ04-75_distribution.pdf\n",
      "KJ04-75_distribution.svg\n",
      "KJ04-75_rankorder.pdf\n",
      "KJ04-75_rankorder.svg\n",
      "KJ08-157.csv\n",
      "KJ08-157_distribution.pdf\n",
      "KJ08-157_distribution.svg\n",
      "KJ08-157_rankorder.pdf\n",
      "KJ08-157_rankorder.svg\n",
      "KJ09-66.csv\n",
      "KJ09-66_distribution.pdf\n",
      "KJ09-66_distribution.svg\n",
      "KJ09-66_rankorder.pdf\n",
      "KJ09-66_rankorder.svg\n",
      "KR18-01.csv\n",
      "KR18-01_Concordia.pdf\n",
      "KR18-01_Concordia.svg\n",
      "KR18-01_Pbloss.pdf\n",
      "KR18-01_Pbloss.svg\n",
      "KR18-01_distribution.pdf\n",
      "KR18-01_distribution.svg\n",
      "KR18-04.csv\n",
      "KR18-04_Concordia.pdf\n",
      "KR18-04_Concordia.svg\n",
      "KR18-04_Pbloss.pdf\n",
      "KR18-04_Pbloss.svg\n",
      "KR18-04_distribution.pdf\n",
      "KR18-04_distribution.svg\n",
      "KR18-05.csv\n",
      "KR18-05_Concordia.pdf\n",
      "KR18-05_Concordia.svg\n",
      "KR18-05_Pbloss.pdf\n",
      "KR18-05_Pbloss.svg\n",
      "KR18-05_distribution.pdf\n",
      "KR18-05_distribution.svg\n",
      "age.csv\n",
      "age_025CI.csv\n",
      "age_025CI_hiatus.csv\n",
      "age_975CI.csv\n",
      "age_975CI_hiatus.csv\n",
      "age_hiatus.csv\n",
      "agedist.csv\n",
      "agedist_hiatus.csv\n",
      "distresults.csv\n",
      "height.csv\n",
      "height_hiatus.csv\n",
      "lldist.csv\n",
      "lldist.pdf\n",
      "lldist_hiatus.csv\n",
      "results.csv\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Process(`\u001b[4mls\u001b[24m \u001b[4mMyData\u001b[24m`, ProcessExited(0))"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "run(`ls MyData`)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0c4bd957-bac1-4363-8f4d-c8f079d9d8f8",
   "metadata": {},
   "source": [
    "If you're running this notebook online, getting these files out of here may be harder though. For SVG files, one option is to view them in markdown cells, which you should then be able to right click and download as real vector graphics. e.g. pasting something like\n",
    "```\n",
    "<img src=\"AgeDepthModel.svg\" align=\"left\" width=\"600\"/>\n",
    "```\n",
    "in a markdown cell such as this one"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2dfb82b8-c7fb-446c-a336-23ee9bbf206a",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "4da5495d-0e72-4d93-8edd-a351db2ab96c",
   "metadata": {},
   "source": [
    "Meanwhile, for the csv files we could try something like `; cat agedist.csv`, but agedist is probably too big to print. Let's try using ffsend instead, which should give you a download link. In fact, while we're at it, we might as well archive and zip the entire directory!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "4b123df8-5fa7-4703-873f-2e11f85052a9",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Make gzipped tar archive of the the whole MyData directory\n",
    "run(`tar -zcf archive.tar.gz ./MyData`);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "9746000f-e866-466b-80f5-0ac35dfcf387",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Download prebuilt ffsend linux binary\n",
    "isfile(\"ffsend\") || download(\"https://github.com/timvisee/ffsend/releases/download/v0.2.65/ffsend-v0.2.65-linux-x64-static\", \"ffsend\")\n",
    "\n",
    "# Make ffsend executable\n",
    "run(`chmod +x ffsend`);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "1b0b965e-5950-4a69-a2c5-d1b8687ffbdc",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/bin/bash: ./ffsend: cannot execute binary file\n"
     ]
    }
   ],
   "source": [
    "; ./ffsend upload archive.tar.gz"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4443d758-9e18-49d7-9fb9-4f104bdbba3d",
   "metadata": {},
   "source": [
    "You could alternatively use the ffsend command in this way to transfer individual files, for instance `; ./ffsend upload MyData/agedist.csv`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6ddc12e6-3eee-4a75-b59d-e68a4a09d727",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "6a6d82ba-0a0f-4d75-9a52-e7cc3e2e09e9",
   "metadata": {},
   "source": [
    "Keep in mind that any changes you make to this online notebook won't persist after you close the tab (or after it times out) even if you save your changes! You have to either copy-paste or `file`>`Download as` a copy.\n",
    "*** \n",
    "[![DOI](https://raw.githubusercontent.com/brenhinkeller/Chron.jl/main/readme_figures/osf_io_TQX3F.svg?sanitize=true)](https://doi.org/10.17605/osf.io/TQX3F)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "376b6637-6e51-4704-b696-f2157d91b2fe",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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