examples/GITT.ipynb

{
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  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Start by loading the PETLION package"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "using PETLION, Plots"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Loading the parameters for an LCO cell"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " 41.949931 seconds (6.83 M allocations: 365.679 MiB, 0.38% gc time, 6.55% compilation time)\n"
     ]
    }
   ],
   "source": [
    "@time p = petlion(LCO;\n",
    "    N_p = 10, # discretizations in the cathode\n",
    "    N_s = 10, # discretizations in the separator\n",
    "    N_n = 10, # discretizations in the anode\n",
    "    N_r_p = 10, # discretizations in the solid cathode particles\n",
    "    N_r_n = 10, # discretizations in the solid anode particles\n",
    "    temperature = false, # temperature enabled or disabled\n",
    "    jacobian = :symbolic # :symbolic or :AD\n",
    "    );"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  0.077578 seconds (34.24 k allocations: 34.172 MiB)\n"
     ]
    }
   ],
   "source": [
    "# Load the solution structure with an initial SOC of 0\n",
    "sol = solution()\n",
    "p.opts.outputs = (:t, :V, :I)\n",
    "p.opts.SOC = 0\n",
    "# GITT: 20 1C pulses followed by 2 hour rests\n",
    "@time for i in 1:20\n",
    "    simulate!(sol, p, 3600/20, I=1)\n",
    "    simulate!(sol, p, 2*3600,  I=:rest)\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
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       "  382.554,627.499 382.556,627.8 382.558,628.151 382.563,628.74 382.568,629.247 382.572,629.68 382.581,630.418 382.591,631.03 382.609,632.074 382.627,632.939 \n",
       "  382.646,633.689 382.664,634.355 382.701,635.513 382.737,636.483 382.774,637.32 382.81,638.06 382.847,638.725 382.92,639.889 382.994,640.905 383.067,641.802 \n",
       "  383.14,642.609 383.214,643.306 383.287,643.955 383.353,644.482 383.419,644.966 383.485,645.413 383.551,645.827 383.683,646.572 383.815,647.218 383.947,647.781 \n",
       "  384.079,648.276 384.211,648.71 384.343,649.094 384.607,649.737 384.836,650.192 385.065,650.573 385.294,650.892 385.523,651.161 385.752,651.387 385.981,651.58 \n",
       "  386.21,651.744 386.439,651.885 386.668,652.005 386.897,652.11 387.127,652.2 387.356,652.278 387.585,652.346 387.814,652.405 388.043,652.456 388.272,652.501 \n",
       "  388.501,652.54 388.73,652.574 389.188,652.63 389.646,652.673 390.105,652.706 390.563,652.731 391.479,652.764 392.304,652.781 393.128,652.792 393.953,652.8 \n",
       "  394.778,652.804 395.602,652.807 397.252,652.809 398.901,652.81 400.55,652.81 403.849,652.811 410.447,652.811 423.641,652.811 450.031,652.811 480.736,652.811 \n",
       "  480.736,600.639 480.736,600.628 480.736,600.618 480.736,600.597 480.736,600.557 480.736,600.476 480.737,600.321 480.737,600.031 480.738,599.518 480.739,599.077 \n",
       "  480.741,598.341 480.742,597.748 480.744,597.249 480.746,596.811 480.748,596.421 480.75,595.957 480.754,595.153 480.764,593.783 480.773,592.658 480.791,590.72 \n",
       "  480.808,589.209 480.824,587.814 480.841,586.504 480.874,584.064 480.907,581.822 480.94,579.727 480.973,577.742 481.039,574.023 481.105,570.538 481.171,567.212 \n",
       "  481.237,564.041 481.303,560.98 481.434,555.245 481.566,549.864 481.698,544.794 481.83,540.003 481.962,535.451 482.226,526.992 482.49,519.251 482.851,509.642 \n",
       "  483.191,501.458 483.191,548.449 483.191,548.455 483.191,548.46 483.191,548.47 483.191,548.491 483.191,548.531 483.191,548.61 483.192,548.756 483.193,549.017 \n",
       "  483.195,549.443 483.196,549.776 483.198,550.049 483.2,550.283 483.203,550.667 483.205,550.807 483.208,551.062 483.213,551.498 483.225,552.188 483.236,552.721 \n",
       "  483.247,553.171 483.259,553.574 483.27,553.941 483.293,554.593 483.315,555.168 483.338,555.679 483.361,556.144 483.406,556.945 483.451,557.649 483.497,558.273 \n",
       "  483.588,559.37 483.678,560.301 483.769,561.112 483.86,561.831 483.951,562.472 484.041,563.052 484.223,564.058 484.405,564.91 484.586,565.643 484.768,566.278 \n",
       "  484.949,566.822 485.085,567.184 485.221,567.512 485.343,567.781 485.465,568.029 485.71,568.47 485.922,568.802 486.133,569.094 486.345,569.353 486.557,569.583 \n",
       "  486.769,569.789 486.981,569.974 487.405,570.289 487.829,570.546 488.253,570.758 488.677,570.933 489.1,571.08 489.524,571.199 489.948,571.304 490.33,571.383 \n",
       "  490.711,571.449 491.093,571.507 491.856,571.599 492.542,571.661 493.229,571.708 493.916,571.744 494.602,571.772 495.289,571.794 495.976,571.81 497.349,571.833 \n",
       "  498.722,571.846 500.095,571.854 501.469,571.858 502.842,571.862 504.215,571.861 505.589,571.864 506.962,571.865 509.709,571.865 512.455,571.865 517.949,571.865 \n",
       "  528.935,571.865 550.908,571.865 581.382,571.865 581.382,523.627 581.382,523.621 581.382,523.615 581.383,523.603 581.383,523.58 581.383,523.533 581.383,523.443 \n",
       "  581.383,523.274 581.384,522.973 581.386,522.477 581.388,522.084 581.389,521.756 581.391,521.472 581.395,520.992 581.396,520.815 581.399,520.486 581.405,519.908 \n",
       "  581.416,518.943 581.427,518.138 581.439,517.418 581.45,516.749 581.473,515.521 581.495,514.376 581.518,513.31 581.563,511.346 581.609,509.552 581.654,507.877 \n",
       "  581.7,506.289 581.745,504.774 581.836,501.911 581.927,499.225 582.017,496.668 582.108,494.268 582.199,491.923 582.29,489.75 582.38,487.636 582.471,485.605 \n",
       "  582.653,481.753 582.834,478.154 583.016,474.775 583.197,471.587 583.56,465.706 583.837,461.593 583.837,506.118 583.837,506.121 583.837,506.125 583.837,506.132 \n",
       "  583.837,506.145 583.837,506.172 583.838,506.224 583.838,506.322 583.839,506.5 583.841,506.799 583.842,507.043 583.846,507.437 583.849,507.742 583.851,507.847 \n",
       "  583.854,508.039 583.859,508.37 583.871,508.902 583.882,509.319 583.893,509.674 583.905,509.993 583.927,510.548 583.95,511.042 583.973,511.478 584.018,512.228 \n",
       "  584.064,512.854 584.109,513.398 584.154,513.883 584.2,514.321 584.245,514.724 584.336,515.447 584.427,516.086 584.608,517.162 584.758,517.911 584.909,518.564 \n",
       "  585.059,519.14 585.209,519.651 585.359,520.11 585.659,520.9 585.96,521.561 586.26,522.124 586.56,522.613 586.86,523.032 587.161,523.405 587.461,523.724 \n",
       "  587.711,523.964 587.961,524.183 588.21,524.38 588.46,524.56 588.71,524.723 589.21,525.008 589.709,525.246 590.209,525.445 590.708,525.614 591.208,525.756 \n",
       "  591.708,525.877 592.207,525.979 592.707,526.066 593.206,526.139 593.706,526.203 594.206,526.255 594.705,526.303 595.205,526.34 595.65,526.371 596.046,526.394 \n",
       "  596.443,526.414 596.839,526.432 597.632,526.464 598.425,526.49 600.01,526.528 601.437,526.55 602.864,526.564 604.291,526.573 605.718,526.579 607.145,526.582 \n",
       "  608.572,526.584 611.426,526.586 614.28,526.588 619.987,526.588 625.695,526.589 637.111,526.589 659.942,526.589 682.029,526.589 682.029,480.908 682.029,480.905 \n",
       "  682.029,480.901 682.029,480.893 682.029,480.878 682.029,480.848 682.029,480.79 682.03,480.681 682.03,480.483 682.032,480.148 682.034,479.876 682.036,479.644 \n",
       "  682.039,479.25 682.042,478.972 682.049,478.505 682.055,478.097 682.068,477.408 682.08,476.797 682.093,476.237 682.118,475.201 682.144,474.27 682.194,472.608 \n",
       "  682.245,471.139 682.295,469.794 682.346,468.537 682.397,467.349 682.447,466.212 682.549,464.069 682.65,462.066 682.751,460.173 682.852,458.392 682.954,456.679 \n",
       "  683.055,455.071 683.156,453.519 683.257,452.03 683.46,449.205 683.662,446.561 683.865,444.071 684.067,441.71 684.472,437.31 684.483,437.193 684.483,480.037 \n",
       "  684.483,480.039 684.484,480.042 684.484,480.047 684.484,480.058 684.484,480.078 684.484,480.119 684.484,480.196 684.485,480.338 684.487,480.585 684.489,480.793 \n",
       "  684.492,481.135 684.496,481.405 684.497,481.498 684.5,481.669 684.506,481.962 684.517,482.431 684.528,482.8 684.54,483.115 684.551,483.399 684.574,483.893 \n",
       "  684.596,484.333 684.619,484.722 684.642,485.067 684.687,485.673 684.733,486.19 684.778,486.644 684.823,487.051 684.869,487.42 684.959,488.072 685.05,488.642 \n",
       "  685.141,489.147 685.232,489.598 685.323,490.001 685.413,490.367 685.504,490.7 685.595,491.007 685.686,491.29 685.867,491.799 686.049,492.244 686.23,492.638 \n",
       "  686.412,492.992 686.775,493.6 687.138,494.116 687.501,494.57 687.864,494.974 688.227,495.333 688.59,495.652 688.953,495.939 689.317,496.199 689.68,496.434 \n",
       "  690.043,496.647 690.406,496.839 691.132,497.17 691.858,497.442 692.584,497.665 693.311,497.85 694.037,497.999 694.763,498.122 695.489,498.221 696.215,498.306 \n",
       "  696.941,498.376 697.668,498.433 698.394,498.479 699.12,498.518 699.846,498.549 700.572,498.576 701.299,498.598 702.025,498.616 702.751,498.631 704.203,498.655 \n",
       "  705.656,498.671 707.108,498.681 708.56,498.689 710.013,498.694 711.465,498.697 714.37,498.7 717.275,498.702 720.179,498.703 723.084,498.704 728.893,498.704 \n",
       "  740.512,498.704 763.75,498.704 782.675,498.704 782.675,454.846 782.675,454.843 782.675,454.84 782.675,454.835 782.675,454.824 782.675,454.802 782.675,454.76 \n",
       "  782.676,454.679 782.677,454.53 782.678,454.273 782.68,454.056 782.684,453.695 782.687,453.426 782.689,453.323 782.691,453.135 782.697,452.81 782.708,452.27 \n",
       "  782.72,451.797 782.731,451.366 782.754,450.573 782.776,449.863 782.822,448.603 782.867,447.498 782.913,446.494 782.958,445.559 783.003,444.679 783.049,443.84 \n",
       "  783.14,442.261 783.23,440.778 783.321,439.381 783.503,436.791 783.684,434.426 783.866,432.233 784.047,430.175 784.41,426.377 784.773,422.869 785.13,419.619 \n",
       "  785.13,461.265 785.13,461.267 785.13,461.269 785.13,461.274 785.13,461.283 785.13,461.302 785.13,461.339 785.131,461.409 785.131,461.54 785.133,461.772 \n",
       "  785.135,461.969 785.138,462.298 785.142,462.56 785.143,462.651 785.146,462.816 785.152,463.099 785.163,463.551 785.175,463.906 785.186,464.209 785.197,464.482 \n",
       "  785.209,464.732 785.231,465.178 785.254,465.571 785.277,465.923 785.299,466.239 785.322,466.527 785.367,467.043 785.413,467.493 785.458,467.895 785.504,468.258 \n",
       "  785.594,468.892 785.685,469.439 785.814,470.102 785.943,470.665 786.072,471.152 786.201,471.578 786.33,471.954 786.458,472.29 786.716,472.869 786.974,473.351 \n",
       "  787.232,473.764 787.49,474.126 787.747,474.45 788.005,474.742 788.263,475.008 788.521,475.253 788.779,475.479 789.036,475.69 789.552,476.073 790.067,476.41 \n",
       "  790.583,476.707 791.099,476.97 792.13,477.411 793.161,477.759 794.327,478.067 795.493,478.306 796.659,478.491 797.824,478.634 798.99,478.745 800.156,478.832 \n",
       "  801.322,478.9 803.654,478.994 805.738,479.046 808.077,479.081 810.181,479.1 812.286,479.113 814.39,479.121 816.494,479.126 818.599,479.13 820.703,479.132 \n",
       "  822.808,479.134 827.017,479.136 831.226,479.136 835.435,479.137 843.852,479.137 852.27,479.137 869.106,479.137 883.321,479.137 883.321,436.645 883.321,436.643 \n",
       "  883.321,436.64 883.321,436.636 883.321,436.627 883.321,436.608 883.322,436.573 883.322,436.504 883.323,436.376 883.325,436.15 883.328,435.779 883.332,435.485 \n",
       "  883.335,435.263 883.341,434.886 883.347,434.575 883.36,434.046 883.373,433.597 883.385,433.19 883.411,432.445 883.436,431.777 883.461,431.166 883.487,430.598 \n",
       "  883.537,429.561 883.588,428.61 883.639,427.714 883.689,426.867 883.79,425.283 883.892,423.821 884.094,421.142 884.276,418.958 884.459,416.927 884.641,415.01 \n",
       "  884.823,413.181 885.188,409.728 885.552,406.453 885.776,404.496 885.776,445.261 885.776,445.263 885.776,445.266 885.776,445.27 885.776,445.28 885.776,445.298 \n",
       "  885.776,445.335 885.777,445.405 885.778,445.537 885.779,445.771 885.781,445.971 885.785,446.307 885.788,446.574 885.79,446.666 885.792,446.835 885.798,447.121 \n",
       "  885.804,447.359 885.815,447.759 885.826,448.089 885.838,448.38 885.849,448.644 885.872,449.109 885.895,449.516 885.917,449.879 885.94,450.205 885.963,450.501 \n",
       "  885.985,450.772 886.031,451.263 886.076,451.695 886.121,452.082 886.167,452.433 886.258,453.049 886.348,453.582 886.478,454.235 886.608,454.79 886.738,455.27 \n",
       "  886.868,455.69 886.998,456.062 887.128,456.394 887.389,456.965 887.649,457.441 887.909,457.848 888.169,458.204 888.429,458.522 888.689,458.807 888.949,459.066 \n",
       "  889.209,459.305 889.469,459.525 889.729,459.729 890.249,460.097 890.769,460.42 891.289,460.704 891.809,460.955 892.849,461.374 893.89,461.706 895.1,462.008 \n",
       "  896.31,462.244 897.52,462.428 898.73,462.573 899.94,462.687 901.15,462.778 902.36,462.851 904.78,462.956 906.958,463.019 909.58,463.067 911.94,463.095 \n",
       "  914.3,463.114 916.66,463.128 919.02,463.137 921.38,463.144 923.74,463.15 928.46,463.156 933.179,463.16 937.899,463.161 945.102,463.163 952.304,463.163 \n",
       "  959.506,463.163 973.911,463.163 983.967,463.163 983.967,421.729 983.967,421.727 983.967,421.725 983.967,421.72 983.967,421.712 983.968,421.695 983.968,421.661 \n",
       "  983.968,421.595 983.969,421.473 983.971,421.254 983.974,420.89 983.978,420.599 983.981,420.378 983.987,420.006 983.994,419.702 984.006,419.184 984.019,418.746 \n",
       "  984.032,418.35 984.057,417.624 984.082,416.974 984.108,416.38 984.133,415.828 984.183,414.822 984.234,413.9 984.285,413.031 984.335,412.21 984.437,410.67 \n",
       "  984.538,409.245 984.74,406.621 984.923,404.467 985.105,402.448 985.287,400.529 985.469,398.685 985.834,395.168 986.198,391.793 986.422,389.764 986.422,429.862 \n",
       "  986.422,429.864 986.422,429.867 986.422,429.872 986.422,429.881 986.422,429.901 986.423,429.939 986.423,430.013 986.424,430.151 986.426,430.396 986.427,430.607 \n",
       "  986.431,430.958 986.434,431.238 986.436,431.334 986.439,431.509 986.444,431.807 986.45,432.053 986.461,432.465 986.473,432.806 986.484,433.104 986.495,433.376 \n",
       "  986.518,433.854 986.541,434.272 986.563,434.644 986.586,434.979 986.609,435.283 986.631,435.559 986.677,436.062 986.722,436.504 986.768,436.9 986.813,437.259 \n",
       "  986.904,437.889 986.995,438.435 987.123,439.097 987.252,439.662 987.38,440.152 987.508,440.583 987.637,440.966 987.765,441.309 988.022,441.902 988.279,442.397 \n",
       "  988.536,442.822 988.793,443.195 989.05,443.527 989.307,443.826 989.564,444.096 989.821,444.345 990.078,444.574 990.335,444.785 990.849,445.166 991.363,445.498 \n",
       "  991.877,445.788 992.391,446.044 993.419,446.467 994.446,446.799 995.62,447.096 996.793,447.326 997.966,447.506 999.14,447.648 1000.31,447.761 1001.49,447.852 \n",
       "  1002.66,447.924 1005.01,448.031 1007.12,448.097 1009.23,448.143 1011.34,448.176 1013.45,448.2 1015.57,448.218 1017.68,448.231 1021.9,448.249 1026.13,448.26 \n",
       "  1030.35,448.267 1034.57,448.272 1038.8,448.275 1043.02,448.276 1047.24,448.277 1055.69,448.278 1064.14,448.278 1081.04,448.279 1084.61,448.279 1084.61,407.678 \n",
       "  1084.61,407.675 1084.61,407.673 1084.61,407.669 1084.61,407.66 1084.61,407.642 1084.61,407.608 1084.61,407.541 1084.62,407.414 1084.62,407.188 1084.62,406.811 \n",
       "  1084.62,406.509 1084.63,406.281 1084.63,405.897 1084.64,405.585 1084.65,405.054 1084.67,404.608 1084.68,404.203 1084.7,403.462 1084.73,402.798 1084.75,402.192 \n",
       "  1084.78,401.629 1084.83,400.603 1084.88,399.661 1084.93,398.773 1084.98,397.932 1085.08,396.353 1085.18,394.887 1085.39,392.175 1085.57,389.934 1085.75,387.824 \n",
       "  1085.93,385.807 1086.12,383.861 1086.48,380.131 1086.84,376.536 1087.07,374.37 1087.07,413.957 1087.07,413.96 1087.07,413.962 1087.07,413.968 1087.07,413.978 \n",
       "  1087.07,413.999 1087.07,414.04 1087.07,414.119 1087.07,414.266 1087.07,414.528 1087.07,414.752 1087.08,415.126 1087.08,415.421 1087.08,415.523 1087.08,415.707 \n",
       "  1087.09,416.02 1087.1,416.277 1087.11,416.708 1087.12,417.062 1087.13,417.373 1087.14,417.656 1087.16,418.152 1087.19,418.586 1087.21,418.973 1087.23,419.32 \n",
       "  1087.26,419.636 1087.28,419.922 1087.32,420.443 1087.37,420.9 1087.41,421.31 1087.46,421.682 1087.55,422.335 1087.64,422.9 1087.77,423.588 1087.9,424.176 \n",
       "  1088.03,424.689 1088.15,425.141 1088.28,425.543 1088.41,425.906 1088.67,426.535 1088.93,427.063 1089.18,427.517 1089.44,427.916 1089.7,428.272 1089.95,428.592 \n",
       "  1090.21,428.881 1090.47,429.146 1090.72,429.39 1090.98,429.615 1091.49,430.018 1092.01,430.366 1092.52,430.669 1093.03,430.934 1094.06,431.368 1095.09,431.705 \n",
       "  1096.12,431.971 1097.14,432.183 1098.17,432.353 1099.2,432.487 1100.23,432.594 1101.25,432.68 1102.28,432.751 1103.31,432.81 1104.34,432.858 1106.39,432.93 \n",
       "  1108.45,432.981 1110.5,433.018 1112.56,433.045 1114.61,433.066 1116.67,433.082 1118.72,433.094 1122.83,433.111 1126.94,433.121 1131.05,433.127 1135.16,433.131 \n",
       "  1139.27,433.133 1143.38,433.135 1147.49,433.136 1151.6,433.137 1159.82,433.138 1168.04,433.138 1176.26,433.138 1185.26,433.138 1185.26,393.197 1185.26,393.194 \n",
       "  1185.26,393.192 1185.26,393.187 1185.26,393.178 1185.26,393.159 1185.26,393.122 1185.26,393.05 1185.26,392.916 1185.26,392.674 1185.27,392.272 1185.27,391.952 \n",
       "  1185.27,391.71 1185.28,391.305 1185.29,390.976 1185.3,390.42 1185.31,389.953 1185.32,389.53 1185.35,388.754 1185.37,388.059 1185.4,387.424 1185.43,386.834 \n",
       "  1185.48,385.759 1185.53,384.77 1185.58,383.837 1185.63,382.953 1185.73,381.289 1185.83,379.741 1186.03,376.866 1186.22,374.48 1186.4,372.225 1186.58,370.064 \n",
       "  1186.76,367.975 1187.13,363.964 1187.49,360.094 1187.71,357.765 1187.71,396.963 1187.71,396.965 1187.71,396.968 1187.71,396.974 1187.71,396.985 1187.71,397.008 \n",
       "  1187.71,397.051 1187.72,397.134 1187.72,397.287 1187.72,397.55 1187.72,397.779 1187.72,398.147 1187.73,398.45 1187.73,398.564 1187.73,398.763 1187.74,399.087 \n",
       "  1187.74,399.362 1187.75,399.602 1187.76,400.029 1187.77,400.391 1187.79,401.008 1187.82,401.521 1187.84,401.963 1187.86,402.355 1187.88,402.704 1187.93,403.312 \n",
       "  1187.97,403.84 1188.02,404.312 1188.07,404.737 1188.11,405.122 1188.16,405.473 1188.2,405.8 1188.25,406.104 1188.29,406.388 1188.38,406.91 1188.47,407.376 \n",
       "  1188.57,407.796 1188.66,408.176 1188.84,408.842 1189.02,409.41 1189.2,409.908 1189.38,410.349 1189.56,410.743 1189.93,411.415 1190.25,411.913 1190.56,412.348 \n",
       "  1190.88,412.733 1191.2,413.078 1191.52,413.389 1192.16,413.925 1192.8,414.368 1193.44,414.737 1194.34,415.161 1195.24,415.496 1196.14,415.762 1197.05,415.976 \n",
       "  1197.95,416.149 1198.85,416.29 1199.76,416.405 1201.56,416.578 1203.37,416.695 1204.99,416.768 1206.62,416.822 1208.24,416.863 1209.87,416.894 1211.49,416.918 \n",
       "  1213.12,416.936 1216.37,416.961 1219.29,416.975 1222.22,416.986 1225.14,416.993 1228.07,416.998 1230.99,417.001 1233.92,417.004 1239.77,417.007 1245.62,417.008 \n",
       "  1251.47,417.009 1257.32,417.009 1269.02,417.009 1280.72,417.009 1285.91,417.009 1285.91,377.589 1285.91,377.586 1285.91,377.584 1285.91,377.579 1285.91,377.568 \n",
       "  1285.91,377.548 1285.91,377.508 1285.91,377.432 1285.91,377.291 1285.91,377.045 1285.91,376.648 1285.92,376.318 1285.92,376.06 1285.93,375.642 1285.93,375.289 \n",
       "  1285.94,374.711 1285.96,374.206 1285.97,373.749 1286,372.907 1286.02,372.157 1286.07,370.827 1286.12,369.664 1286.17,368.606 1286.22,367.62 1286.27,366.687 \n",
       "  1286.32,365.795 1286.43,364.104 1286.53,362.497 1286.63,360.967 1286.83,358.073 1287.03,355.356 1287.24,352.767 1287.44,350.273 1287.84,345.498 1288.25,340.901 \n",
       "  1288.36,339.647 1288.36,378.558 1288.36,378.561 1288.36,378.565 1288.36,378.571 1288.36,378.583 1288.36,378.607 1288.36,378.654 1288.36,378.743 1288.36,378.907 \n",
       "  1288.36,379.19 1288.37,379.436 1288.37,379.829 1288.37,380.151 1288.37,380.272 1288.38,380.483 1288.38,380.826 1288.39,381.115 1288.39,381.368 1288.41,381.817 \n",
       "  1288.42,382.197 1288.44,382.844 1288.46,383.382 1288.49,383.845 1288.51,384.255 1288.53,384.621 1288.58,385.257 1288.62,385.809 1288.67,386.303 1288.71,386.747 \n",
       "  1288.76,387.149 1288.8,387.517 1288.85,387.859 1288.89,388.177 1288.98,388.758 1289.08,389.275 1289.17,389.739 1289.26,390.16 1289.44,390.893 1289.62,391.518 \n",
       "  1289.8,392.066 1289.98,392.551 1290.16,392.984 1290.53,393.721 1290.84,394.252 1291.15,394.715 1291.46,395.126 1291.77,395.492 1292.08,395.82 1292.7,396.386 \n",
       "  1293.32,396.85 1293.94,397.234 1294.79,397.661 1295.65,397.998 1296.5,398.265 1297.35,398.48 1298.2,398.652 1299.06,398.793 1299.91,398.907 1301.62,399.079 \n",
       "  1303.32,399.194 1304.84,399.265 1306.35,399.317 1307.87,399.356 1309.39,399.386 1310.9,399.408 1312.42,399.426 1313.93,399.439 1316.97,399.458 1320,399.47 \n",
       "  1323.03,399.478 1326.06,399.483 1329.09,399.486 1332.13,399.488 1338.19,399.49 1344.25,399.491 1350.32,399.491 1356.38,399.492 1368.51,399.492 1386.55,399.492 \n",
       "  1386.55,360.475 1386.55,360.472 1386.55,360.47 1386.55,360.464 1386.55,360.453 1386.55,360.43 1386.55,360.387 1386.55,360.304 1386.55,360.15 1386.56,359.883 \n",
       "  1386.56,359.454 1386.56,359.098 1386.57,358.82 1386.57,358.373 1386.58,357.996 1386.59,357.38 1386.6,356.844 1386.62,356.357 1386.64,355.462 1386.67,354.664 \n",
       "  1386.72,353.249 1386.77,352.011 1386.82,350.884 1386.87,349.833 1386.92,348.838 1386.97,347.885 1387.07,346.079 1387.17,344.36 1387.27,342.722 1387.48,339.618 \n",
       "  1387.68,336.702 1387.88,333.921 1388.08,331.241 1388.49,326.113 1388.89,321.184 1389.01,319.841 1389.01,358.557 1389.01,358.56 1389.01,358.564 1389.01,358.57 \n",
       "  1389.01,358.583 1389.01,358.609 1389.01,358.66 1389.01,358.759 1389.01,358.942 1389.01,359.266 1389.01,359.541 1389.02,359.996 1389.02,360.352 1389.02,360.473 \n",
       "  1389.02,360.692 1389.03,361.06 1389.03,361.36 1389.05,361.86 1389.06,362.268 1389.07,362.625 1389.08,362.95 1389.09,363.249 1389.11,363.783 1389.14,364.251 \n",
       "  1389.16,364.67 1389.18,365.047 1389.23,365.705 1389.27,366.278 1389.32,366.785 1389.41,367.668 1389.5,368.41 1389.59,369.052 1389.68,369.618 1389.77,370.123 \n",
       "  1389.86,370.579 1390.04,371.377 1390.23,372.061 1390.41,372.662 1390.59,373.192 1390.77,373.664 1390.95,374.085 1391.13,374.467 1391.32,374.816 1391.68,375.435 \n",
       "  1392.04,375.964 1392.4,376.422 1392.77,376.822 1393.13,377.172 1393.49,377.481 1394.22,378 1394.95,378.416 1395.67,378.755 1396.4,379.029 1397.12,379.252 \n",
       "  1397.85,379.43 1398.58,379.58 1399.3,379.702 1400.03,379.804 1400.76,379.887 1401.48,379.957 1402.21,380.014 1403.66,380.102 1405.11,380.166 1406.57,380.214 \n",
       "  1408.02,380.249 1409.47,380.276 1410.92,380.295 1412.37,380.31 1413.83,380.319 1415.28,380.329 1416.73,380.336 1419.64,380.346 1422.23,380.351 1424.82,380.355 \n",
       "  1427.42,380.357 1430.01,380.358 1435.19,380.36 1440.38,380.361 1445.57,380.361 1450.75,380.361 1461.12,380.361 1481.87,380.361 1487.2,380.361 1487.2,341.646 \n",
       "  1487.2,341.643 1487.2,341.64 1487.2,341.634 1487.2,341.621 1487.2,341.597 1487.2,341.55 1487.2,341.459 1487.2,341.292 1487.2,341.002 1487.2,340.746 \n",
       "  1487.21,340.33 1487.21,339.98 1487.21,339.847 1487.21,339.612 1487.22,339.217 1487.23,338.873 1487.24,338.296 1487.25,337.785 1487.26,337.317 1487.28,336.45 \n",
       "  1487.31,335.671 1487.35,334.283 1487.4,333.063 1487.44,331.952 1487.49,330.915 1487.53,329.935 1487.58,328.997 1487.67,327.217 1487.76,325.523 1487.85,323.908 \n",
       "  1488.03,320.848 1488.21,317.973 1488.39,315.236 1488.58,312.601 1488.94,307.572 1489.3,302.753 1489.65,298.249 1489.65,336.857 1489.65,336.861 1489.65,336.864 \n",
       "  1489.65,336.871 1489.65,336.885 1489.65,336.913 1489.65,336.968 1489.65,337.073 1489.65,337.27 1489.66,337.616 1489.66,337.911 1489.66,338.395 1489.67,338.773 \n",
       "  1489.67,338.901 1489.67,339.133 1489.68,339.521 1489.68,339.837 1489.69,340.361 1489.7,340.789 1489.72,341.164 1489.73,341.504 1489.74,341.817 1489.76,342.377 \n",
       "  1489.78,342.868 1489.81,343.307 1489.83,343.702 1489.87,344.391 1489.92,344.992 1489.96,345.522 1490.06,346.445 1490.15,347.222 1490.24,347.894 1490.33,348.487 \n",
       "  1490.42,349.015 1490.51,349.494 1490.69,350.332 1490.87,351.053 1491.05,351.686 1491.24,352.245 1491.42,352.744 1491.6,353.188 1491.78,353.591 1491.96,353.959 \n",
       "  1492.32,354.61 1492.69,355.164 1493.05,355.641 1493.41,356.055 1493.78,356.415 1494.14,356.732 1494.87,357.257 1495.52,357.635 1496.17,357.945 1496.83,358.2 \n",
       "  1497.48,358.408 1498.13,358.578 1499.44,358.833 1500.62,358.995 1501.79,359.113 1502.97,359.2 1504.15,359.266 1505.32,359.315 1506.5,359.353 1507.68,359.382 \n",
       "  1510.03,359.423 1512.15,359.446 1514.26,359.46 1516.38,359.47 1518.5,359.476 1520.62,359.481 1522.73,359.484 1524.85,359.486 1526.97,359.488 1531.2,359.489 \n",
       "  1535.44,359.49 1539.67,359.49 1543.91,359.491 1552.38,359.49 1560.85,359.49 1577.79,359.491 1587.84,359.491 1587.84,320.983 1587.84,320.979 1587.84,320.976 \n",
       "  1587.84,320.969 1587.84,320.956 1587.84,320.929 1587.85,320.878 1587.85,320.78 1587.85,320.599 1587.85,320.285 1587.85,320.009 1587.85,319.56 1587.86,319.185 \n",
       "  1587.86,319.043 1587.86,318.791 1587.87,318.369 1587.87,318.003 1587.88,317.39 1587.9,316.847 1587.91,316.351 1587.93,315.431 1587.95,314.604 1588,313.13 \n",
       "  1588.04,311.834 1588.09,310.654 1588.13,309.552 1588.18,308.511 1588.22,307.514 1588.31,305.622 1588.41,303.821 1588.5,302.101 1588.68,298.844 1588.86,295.784 \n",
       "  1589.04,292.868 1589.22,290.061 1589.59,284.706 1589.95,279.58 1590.3,274.792 1590.3,313.379 1590.3,313.383 1590.3,313.387 1590.3,313.394 1590.3,313.409 \n",
       "  1590.3,313.439 1590.3,313.498 1590.3,313.61 1590.3,313.82 1590.3,314.19 1590.3,314.503 1590.31,315.019 1590.31,315.419 1590.31,315.555 1590.32,315.799 \n",
       "  1590.32,316.208 1590.33,316.54 1590.34,317.089 1590.35,317.537 1590.36,317.93 1590.37,318.287 1590.38,318.615 1590.41,319.202 1590.43,319.716 1590.45,320.176 \n",
       "  1590.47,320.59 1590.52,321.311 1590.57,321.939 1590.61,322.494 1590.7,323.459 1590.79,324.271 1590.88,324.972 1590.97,325.592 1591.06,326.145 1591.16,326.646 \n",
       "  1591.34,327.523 1591.52,328.278 1591.7,328.943 1591.88,329.528 1592.06,330.051 1592.24,330.516 1592.43,330.938 1592.61,331.322 1592.97,332 1593.33,332.575 \n",
       "  1593.7,333.066 1594.06,333.491 1594.42,333.857 1594.79,334.177 1595.51,334.704 1596.17,335.078 1596.82,335.381 1597.47,335.628 1598.13,335.827 1598.78,335.989 \n",
       "  1600.09,336.227 1601.26,336.375 1602.44,336.481 1603.62,336.559 1604.79,336.616 1605.97,336.659 1607.15,336.692 1608.32,336.717 1610.68,336.751 1612.79,336.769 \n",
       "  1614.91,336.78 1617.03,336.788 1619.15,336.793 1621.26,336.796 1623.38,336.798 1627.62,336.801 1631.43,336.801 1635.24,336.802 1642.86,336.802 1650.49,336.802 \n",
       "  1665.73,336.802 1688.49,336.802 1688.49,298.411 1688.49,298.407 1688.49,298.404 1688.49,298.397 1688.49,298.382 1688.49,298.354 1688.49,298.298 1688.49,298.191 \n",
       "  1688.49,297.996 1688.49,297.658 1688.5,297.361 1688.5,296.88 1688.5,296.478 1688.5,296.326 1688.51,296.057 1688.51,295.609 1688.52,295.221 1688.53,294.571 \n",
       "  1688.54,293.996 1688.55,293.47 1688.58,292.495 1688.6,291.62 1688.64,290.058 1688.69,288.685 1688.73,287.435 1688.78,286.268 1688.83,285.165 1688.87,284.108 \n",
       "  1688.96,282.103 1689.05,280.194 1689.14,278.371 1689.32,274.917 1689.51,271.67 1689.69,268.575 1689.87,265.597 1690.23,259.916 1690.6,254.481 1690.95,249.407 \n",
       "  1690.95,288.064 1690.95,288.068 1690.95,288.072 1690.95,288.08 1690.95,288.097 1690.95,288.128 1690.95,288.191 1690.95,288.311 1690.95,288.535 1690.95,288.929 \n",
       "  1690.95,289.262 1690.95,289.809 1690.96,290.233 1690.96,290.376 1690.96,290.634 1690.97,291.064 1690.97,291.413 1690.98,291.988 1691,292.457 1691.01,292.868 \n",
       "  1691.02,293.241 1691.03,293.585 1691.05,294.199 1691.08,294.738 1691.1,295.22 1691.12,295.652 1691.17,296.406 1691.21,297.063 1691.26,297.643 1691.35,298.651 \n",
       "  1691.44,299.497 1691.53,300.229 1691.62,300.875 1691.71,301.452 1691.8,301.974 1691.98,302.889 1692.16,303.676 1692.35,304.369 1692.53,304.98 1692.71,305.524 \n",
       "  1692.89,306.007 1693.07,306.446 1693.25,306.843 1693.62,307.543 1693.94,308.077 1694.27,308.539 1694.6,308.942 1694.92,309.293 1695.58,309.871 1696.23,310.322 \n",
       "  1696.91,310.693 1697.6,310.985 1698.28,311.218 1698.96,311.404 1699.64,311.553 1700.33,311.672 1701.01,311.77 1702.37,311.914 1703.6,312.002 1705.07,312.073 \n",
       "  1706.39,312.117 1707.71,312.147 1709.04,312.17 1710.36,312.187 1711.68,312.199 1713,312.208 1715.64,312.221 1718.29,312.228 1720.67,312.232 1723.96,312.235 \n",
       "  1726.92,312.236 1729.88,312.237 1732.84,312.238 1738.76,312.238 1744.68,312.238 1756.53,312.238 1780.22,312.238 1789.14,312.238 1789.14,273.872 1789.14,273.868 \n",
       "  1789.14,273.864 1789.14,273.856 1789.14,273.84 1789.14,273.81 1789.14,273.75 1789.14,273.635 1789.14,273.425 1789.14,273.062 1789.14,272.743 1789.15,272.229 \n",
       "  1789.15,271.8 1789.15,271.638 1789.15,271.352 1789.16,270.877 1789.16,270.465 1789.18,269.778 1789.19,269.17 1789.2,268.614 1789.22,267.584 1789.24,266.659 \n",
       "  1789.29,265.008 1789.34,263.557 1789.38,262.236 1789.43,261.002 1789.47,259.836 1789.52,258.719 1789.61,256.6 1789.7,254.582 1789.79,252.655 1789.97,249.001 \n",
       "  1790.15,245.565 1790.33,242.291 1790.52,239.138 1790.88,233.124 1791.24,227.371 1791.59,222.001 1791.59,260.833 1791.59,260.837 1791.59,260.842 1791.59,260.85 \n",
       "  1791.59,260.867 1791.59,260.901 1791.59,260.968 1791.59,261.096 1791.59,261.335 1791.6,261.754 1791.6,262.109 1791.6,262.69 1791.6,263.138 1791.61,263.29 \n",
       "  1791.61,263.562 1791.61,264.014 1791.62,264.379 1791.63,264.982 1791.64,265.473 1791.65,265.903 1791.67,266.294 1791.69,266.995 1791.71,267.602 1791.73,268.135 \n",
       "  1791.76,268.61 1791.8,269.427 1791.85,270.125 1791.89,270.748 1791.94,271.31 1791.98,271.818 1792.07,272.709 1792.16,273.477 1792.26,274.158 1792.35,274.771 \n",
       "  1792.44,275.327 1792.53,275.835 1792.71,276.732 1792.89,277.506 1793.07,278.18 1793.25,278.776 1793.62,279.779 1793.94,280.525 1794.27,281.157 1794.6,281.699 \n",
       "  1794.92,282.165 1795.25,282.57 1795.58,282.922 1795.9,283.23 1796.56,283.74 1797.21,284.135 1797.86,284.443 1798.52,284.685 1799.17,284.875 1799.83,285.031 \n",
       "  1800.48,285.155 1801.07,285.245 1801.66,285.321 1802.24,285.383 1802.83,285.435 1804.01,285.514 1805.18,285.57 1806.36,285.61 1807.54,285.64 1808.71,285.662 \n",
       "  1809.89,285.679 1811.07,285.691 1813.42,285.708 1815.77,285.717 1818.13,285.722 1820.48,285.726 1822.83,285.728 1825.18,285.729 1827.54,285.73 1832.24,285.73 \n",
       "  1836.95,285.731 1846.36,285.731 1855.77,285.731 1874.59,285.731 1889.78,285.731 1889.78,247.292 1889.78,247.288 1889.78,247.283 1889.78,247.275 1889.78,247.258 \n",
       "  1889.78,247.225 1889.78,247.161 1889.78,247.038 1889.79,246.812 1889.79,246.423 1889.79,246.082 1889.79,245.533 1889.8,245.076 1889.8,244.904 1889.8,244.6 \n",
       "  1889.81,244.097 1889.81,243.661 1889.82,242.935 1889.83,242.293 1889.85,241.707 1889.87,240.62 1889.89,239.643 1889.94,237.901 1889.98,236.368 1890.03,234.973 \n",
       "  1890.07,233.671 1890.12,232.44 1890.16,231.261 1890.25,229.024 1890.34,226.893 1890.44,224.857 1890.62,220.997 1890.8,217.366 1890.98,213.903 1891.16,210.569 \n",
       "  1891.52,204.204 1891.89,198.111 1892.24,192.42 1892.24,231.552 1892.24,231.556 1892.24,231.561 1892.24,231.57 1892.24,231.588 1892.24,231.625 1892.24,231.696 \n",
       "  1892.24,231.833 1892.24,232.088 1892.24,232.535 1892.24,232.914 1892.25,233.532 1892.25,234.009 1892.25,234.169 1892.25,234.456 1892.26,234.933 1892.27,235.317 \n",
       "  1892.27,235.642 1892.28,236.207 1892.29,236.689 1892.31,237.121 1892.33,237.889 1892.35,238.549 1892.37,239.125 1892.4,239.636 1892.44,240.51 1892.49,241.254 \n",
       "  1892.53,241.916 1892.58,242.511 1892.62,243.048 1892.71,243.985 1892.8,244.791 1892.9,245.504 1892.99,246.145 1893.08,246.726 1893.26,247.737 1893.44,248.598 \n",
       "  1893.62,249.345 1893.8,250.003 1893.98,250.586 1894.17,251.107 1894.35,251.574 1894.71,252.38 1895.07,253.046 1895.44,253.603 1895.8,254.073 1896.16,254.472 \n",
       "  1896.53,254.813 1897.25,255.361 1897.98,255.771 1898.71,256.079 1899.43,256.312 1900.16,256.491 1900.88,256.629 1901.61,256.737 1902.34,256.821 1903.79,256.939 \n",
       "  1905.1,257.009 1906.4,257.058 1907.71,257.092 1909.02,257.115 1910.32,257.131 1911.63,257.143 1914.25,257.158 1916.6,257.166 1918.95,257.17 1921.3,257.172 \n",
       "  1923.66,257.173 1926.01,257.174 1928.36,257.175 1930.72,257.175 1935.42,257.175 1940.13,257.175 1949.54,257.176 1968.36,257.175 1990.43,257.175 1990.43,218.551 \n",
       "  1990.43,218.546 1990.43,218.541 1990.43,218.532 1990.43,218.514 1990.43,218.479 1990.43,218.41 1990.43,218.278 1990.43,218.036 1990.43,217.619 1990.43,217.254 \n",
       "  1990.44,216.668 1990.44,216.182 1990.44,215.998 1990.45,215.676 1990.45,215.142 1990.46,214.681 1990.47,213.914 1990.48,213.236 1990.49,212.617 1990.51,211.469 \n",
       "  1990.54,210.437 1990.58,208.596 1990.63,206.977 1990.67,205.503 1990.72,204.127 1990.76,202.826 1990.81,201.58 1990.9,199.216 1990.99,196.963 1991.08,194.811 \n",
       "  1991.26,190.727 1991.44,186.882 1991.63,183.213 1991.81,179.677 1992.17,172.919 1992.53,166.441 1992.88,160.378 1992.88,199.972 1992.88,199.977 1992.88,199.982 \n",
       "  1992.88,199.992 1992.88,200.012 1992.88,200.051 1992.88,200.127 1992.89,200.275 1992.89,200.549 1992.89,201.031 1992.89,201.438 1992.89,202.101 1992.9,202.61 \n",
       "  1992.9,202.781 1992.9,203.086 1992.91,203.592 1992.91,203.998 1992.92,204.341 1992.93,204.936 1992.94,205.444 1992.95,205.9 1992.97,206.71 1993,207.405 \n",
       "  1993.02,208.012 1993.04,208.551 1993.09,209.471 1993.13,210.253 1993.18,210.947 1993.22,211.571 1993.27,212.133 1993.36,213.112 1993.45,213.953 1993.54,214.696 \n",
       "  1993.63,215.362 1993.72,215.964 1993.81,216.513 1994,217.481 1994.18,218.31 1994.36,219.031 1994.54,219.664 1994.9,220.728 1995.27,221.586 1995.63,222.286 \n",
       "  1995.99,222.864 1996.36,223.347 1996.72,223.755 1997.45,224.398 1998.1,224.827 1998.75,225.152 1999.41,225.401 2000.06,225.594 2000.71,225.744 2001.37,225.863 \n",
       "  2002.02,225.956 2003.33,226.089 2004.63,226.176 2005.94,226.235 2007.25,226.276 2008.56,226.304 2009.86,226.323 2011.17,226.336 2013.78,226.353 2016.4,226.363 \n",
       "  2018.75,226.367 2021.1,226.37 2023.46,226.371 2025.81,226.371 2028.16,226.372 2032.87,226.372 2037.57,226.373 2046.99,226.373 2065.81,226.373 2091.08,226.373 \n",
       "  2091.08,187.423 2091.08,187.418 2091.08,187.413 2091.08,187.403 2091.08,187.384 2091.08,187.346 2091.08,187.271 2091.08,187.129 2091.08,186.869 2091.08,186.42 \n",
       "  2091.08,186.029 2091.08,185.401 2091.09,184.881 2091.09,184.685 2091.09,184.341 2091.1,183.773 2091.1,183.284 2091.11,182.471 2091.13,181.752 2091.14,181.096 \n",
       "  2091.16,179.879 2091.18,178.785 2091.23,176.831 2091.27,175.113 2091.32,173.549 2091.36,172.089 2091.41,170.708 2091.46,169.385 2091.55,166.875 2091.64,164.481 \n",
       "  2091.73,162.194 2091.91,157.848 2092.09,153.752 2092.27,149.837 2092.45,146.059 2092.82,138.823 2093.18,131.863 2093.53,125.33 2093.53,165.615 2093.53,165.62 \n",
       "  2093.53,165.625 2093.53,165.636 2093.53,165.658 2093.53,165.701 2093.53,165.784 2093.53,165.946 2093.53,166.246 2093.53,166.773 2093.54,167.218 2093.54,167.941 \n",
       "  2093.54,168.493 2093.54,168.677 2093.55,169.007 2093.55,169.291 2093.56,169.773 2093.56,170.17 2093.57,170.84 2093.58,171.399 2093.6,171.895 2093.61,172.348 \n",
       "  2093.63,173.16 2093.65,173.863 2093.67,174.481 2093.7,175.032 2093.74,175.977 2093.79,176.784 2093.83,177.501 2093.88,178.146 2093.92,178.728 2094.02,179.742 \n",
       "  2094.11,180.612 2094.2,181.38 2094.29,182.068 2094.38,182.689 2094.47,183.255 2094.65,184.249 2094.83,185.098 2095.01,185.832 2095.2,186.474 2095.56,187.538 \n",
       "  2095.88,188.313 2096.21,188.956 2096.54,189.495 2096.87,189.949 2097.19,190.334 2097.52,190.662 2097.85,190.943 2098.5,191.394 2099.09,191.702 2099.87,192.005 \n",
       "  2100.58,192.205 2101.29,192.355 2102,192.471 2102.71,192.561 2103.42,192.632 2104.12,192.687 2104.83,192.732 2105.54,192.768 2106.96,192.82 2108.37,192.854 \n",
       "  2109.79,192.877 2111.21,192.893 2112.62,192.904 2114.04,192.912 2115.46,192.918 2116.87,192.922 2118.29,192.925 2119.71,192.927 2122.54,192.929 2125.37,192.93 \n",
       "  2128.21,192.931 2133.87,192.932 2139.54,192.932 2145.2,192.932 2156.54,192.932 2179.2,192.932 2191.72,192.932 2191.72,153.469 2191.72,153.464 2191.72,153.458 \n",
       "  2191.72,153.448 2191.72,153.427 2191.72,153.385 2191.72,153.304 2191.72,153.15 2191.72,152.867 2191.73,152.38 2191.73,151.955 2191.73,151.275 2191.73,150.714 \n",
       "  2191.74,150.503 2191.74,150.132 2191.74,149.522 2191.75,148.998 2191.76,148.128 2191.77,147.359 2191.78,146.657 2191.81,145.354 2191.83,144.182 2191.87,142.089 \n",
       "  2191.92,140.247 2191.97,138.57 2192.01,137.003 2192.06,135.522 2192.1,134.102 2192.19,131.407 2192.28,128.834 2192.37,126.372 2192.56,121.688 2192.74,117.263 \n",
       "  2192.92,113.023 2193.1,108.92 2193.46,101.029 2193.83,93.3951 2194.18,86.1857 2194.18,127.524 2194.18,127.53 2194.18,127.536 2194.18,127.548 2194.18,127.573 \n",
       "  2194.18,127.621 2194.18,127.714 2194.18,127.893 2194.18,128.218 2194.18,128.773 2194.18,129.25 2194.18,129.664 2194.19,130.379 2194.19,130.897 2194.2,131.699 \n",
       "  2194.2,132.285 2194.21,132.749 2194.22,133.146 2194.22,133.5 2194.23,134.135 2194.25,134.717 2194.26,135.259 2194.27,135.74 2194.29,136.194 2194.3,136.597 \n",
       "  2194.32,137.341 2194.35,137.999 2194.37,138.587 2194.42,139.618 2194.48,140.495 2194.53,141.261 2194.58,141.942 2194.63,142.556 2194.73,143.63 2194.83,144.557 \n",
       "  2194.93,145.378 2195.03,146.1 2195.13,146.756 2195.23,147.323 2195.34,147.865 2195.44,148.335 2195.52,148.695 2195.6,149.035 2195.69,149.355 2195.85,149.948 \n",
       "  2196.02,150.479 2196.35,151.383 2196.65,152.045 2196.95,152.595 2197.25,153.055 2197.55,153.442 2197.85,153.768 2198.15,154.045 2198.75,154.484 2199.28,154.783 \n",
       "  2199.82,155.019 2200.35,155.206 2200.89,155.354 2201.42,155.472 2201.96,155.566 2203.03,155.706 2204.1,155.803 2205.17,155.87 2206.24,155.918 2207.31,155.952 \n",
       "  2208.38,155.978 2209.44,155.997 2211.58,156.023 2213.48,156.038 2215.38,156.046 2217.28,156.051 2219.18,156.055 2221.08,156.057 2222.98,156.058 2224.88,156.059 \n",
       "  2226.78,156.06 2230.58,156.061 2234.38,156.061 2241.97,156.061 2257.17,156.061 2272.36,156.061 2292.37,156.061 \n",
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       "</svg>\n"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plot(sol, :V)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
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       "  509.903,86.1857 509.903,1384.24 509.903,1384.24 509.903,1384.24 509.903,1384.24 509.903,1384.24 509.903,1384.24 509.903,1384.24 509.904,1384.24 509.905,1384.24 \n",
       "  509.907,1384.24 509.908,1384.24 509.91,1384.24 509.912,1384.24 509.915,1384.24 509.917,1384.24 509.919,1384.24 509.925,1384.24 509.936,1384.24 509.947,1384.24 \n",
       "  509.958,1384.24 509.97,1384.24 509.981,1384.24 510.003,1384.24 510.026,1384.24 510.048,1384.24 510.07,1384.24 510.115,1384.24 510.16,1384.24 510.205,1384.24 \n",
       "  510.294,1384.24 510.383,1384.24 510.473,1384.24 510.562,1384.24 510.652,1384.24 510.741,1384.24 510.92,1384.24 511.099,1384.24 511.278,1384.24 511.457,1384.24 \n",
       "  511.636,1384.24 511.77,1384.24 511.904,1384.24 512.024,1384.24 512.145,1384.24 512.386,1384.24 512.595,1384.24 512.803,1384.24 513.012,1384.24 513.221,1384.24 \n",
       "  513.43,1384.24 513.639,1384.24 514.057,1384.24 514.475,1384.24 514.892,1384.24 515.31,1384.24 515.728,1384.24 516.146,1384.24 516.564,1384.24 516.94,1384.24 \n",
       "  517.316,1384.24 517.692,1384.24 518.444,1384.24 519.121,1384.24 519.798,1384.24 520.474,1384.24 521.151,1384.24 521.828,1384.24 522.505,1384.24 523.859,1384.24 \n",
       "  525.212,1384.24 526.566,1384.24 527.92,1384.24 529.273,1384.24 530.627,1384.24 531.981,1384.24 533.334,1384.24 536.042,1384.24 538.749,1384.24 544.164,1384.24 \n",
       "  554.994,1384.24 576.653,1384.24 606.692,1384.24 606.692,86.1857 606.692,86.1857 606.692,86.1857 606.692,86.1857 606.692,86.1857 606.692,86.1857 606.692,86.1857 \n",
       "  606.692,86.1857 606.693,86.1857 606.695,86.1857 606.697,86.1857 606.698,86.1857 606.7,86.1857 606.704,86.1857 606.705,86.1857 606.708,86.1857 606.713,86.1857 \n",
       "  606.725,86.1857 606.736,86.1857 606.747,86.1857 606.758,86.1857 606.78,86.1857 606.803,86.1857 606.825,86.1857 606.87,86.1857 606.915,86.1857 606.959,86.1857 \n",
       "  607.004,86.1857 607.049,86.1857 607.138,86.1857 607.228,86.1857 607.317,86.1857 607.407,86.1857 607.496,86.1857 607.586,86.1857 607.675,86.1857 607.765,86.1857 \n",
       "  607.944,86.1857 608.123,86.1857 608.302,86.1857 608.481,86.1857 608.838,86.1857 609.111,86.1857 609.111,1384.24 609.111,1384.24 609.111,1384.24 609.111,1384.24 \n",
       "  609.111,1384.24 609.111,1384.24 609.112,1384.24 609.112,1384.24 609.113,1384.24 609.115,1384.24 609.116,1384.24 609.12,1384.24 609.123,1384.24 609.125,1384.24 \n",
       "  609.128,1384.24 609.133,1384.24 609.144,1384.24 609.155,1384.24 609.167,1384.24 609.178,1384.24 609.2,1384.24 609.223,1384.24 609.245,1384.24 609.29,1384.24 \n",
       "  609.334,1384.24 609.379,1384.24 609.424,1384.24 609.469,1384.24 609.513,1384.24 609.603,1384.24 609.692,1384.24 609.871,1384.24 610.019,1384.24 610.167,1384.24 \n",
       "  610.315,1384.24 610.463,1384.24 610.611,1384.24 610.907,1384.24 611.203,1384.24 611.499,1384.24 611.795,1384.24 612.091,1384.24 612.387,1384.24 612.683,1384.24 \n",
       "  612.929,1384.24 613.176,1384.24 613.422,1384.24 613.668,1384.24 613.914,1384.24 614.407,1384.24 614.899,1384.24 615.392,1384.24 615.884,1384.24 616.377,1384.24 \n",
       "  616.869,1384.24 617.362,1384.24 617.854,1384.24 618.347,1384.24 618.839,1384.24 619.331,1384.24 619.824,1384.24 620.316,1384.24 620.755,1384.24 621.146,1384.24 \n",
       "  621.537,1384.24 621.927,1384.24 622.709,1384.24 623.49,1384.24 625.053,1384.24 626.46,1384.24 627.866,1384.24 629.273,1384.24 630.679,1384.24 632.086,1384.24 \n",
       "  633.492,1384.24 636.306,1384.24 639.119,1384.24 644.745,1384.24 650.371,1384.24 661.624,1384.24 684.129,1384.24 705.9,1384.24 705.9,86.1857 705.9,86.1857 \n",
       "  705.9,86.1857 705.9,86.1857 705.9,86.1857 705.9,86.1857 705.9,86.1857 705.901,86.1857 705.901,86.1857 705.903,86.1857 705.905,86.1857 705.907,86.1857 \n",
       "  705.91,86.1857 705.913,86.1857 705.919,86.1857 705.926,86.1857 705.938,86.1857 705.951,86.1857 705.963,86.1857 705.988,86.1857 706.013,86.1857 706.063,86.1857 \n",
       "  706.113,86.1857 706.163,86.1857 706.213,86.1857 706.263,86.1857 706.312,86.1857 706.412,86.1857 706.512,86.1857 706.612,86.1857 706.712,86.1857 706.811,86.1857 \n",
       "  706.911,86.1857 707.011,86.1857 707.111,86.1857 707.31,86.1857 707.51,86.1857 707.71,86.1857 707.909,86.1857 708.308,86.1857 708.319,86.1857 708.319,1384.24 \n",
       "  708.319,1384.24 708.319,1384.24 708.32,1384.24 708.32,1384.24 708.32,1384.24 708.32,1384.24 708.32,1384.24 708.321,1384.24 708.323,1384.24 708.325,1384.24 \n",
       "  708.328,1384.24 708.332,1384.24 708.333,1384.24 708.336,1384.24 708.341,1384.24 708.352,1384.24 708.364,1384.24 708.375,1384.24 708.386,1384.24 708.408,1384.24 \n",
       "  708.431,1384.24 708.453,1384.24 708.476,1384.24 708.52,1384.24 708.565,1384.24 708.61,1384.24 708.654,1384.24 708.699,1384.24 708.789,1384.24 708.878,1384.24 \n",
       "  708.968,1384.24 709.057,1384.24 709.147,1384.24 709.236,1384.24 709.326,1384.24 709.415,1384.24 709.504,1384.24 709.683,1384.24 709.862,1384.24 710.041,1384.24 \n",
       "  710.22,1384.24 710.578,1384.24 710.936,1384.24 711.294,1384.24 711.652,1384.24 712.01,1384.24 712.368,1384.24 712.726,1384.24 713.084,1384.24 713.441,1384.24 \n",
       "  713.799,1384.24 714.157,1384.24 714.873,1384.24 715.589,1384.24 716.305,1384.24 717.02,1384.24 717.736,1384.24 718.452,1384.24 719.168,1384.24 719.884,1384.24 \n",
       "  720.599,1384.24 721.315,1384.24 722.031,1384.24 722.747,1384.24 723.463,1384.24 724.178,1384.24 724.894,1384.24 725.61,1384.24 726.326,1384.24 727.758,1384.24 \n",
       "  729.189,1384.24 730.621,1384.24 732.052,1384.24 733.484,1384.24 734.916,1384.24 737.779,1384.24 740.642,1384.24 743.505,1384.24 746.368,1384.24 752.095,1384.24 \n",
       "  763.548,1384.24 786.453,1384.24 805.108,1384.24 805.108,86.1857 805.108,86.1857 805.108,86.1857 805.108,86.1857 805.108,86.1857 805.108,86.1857 805.108,86.1857 \n",
       "  805.109,86.1857 805.11,86.1857 805.111,86.1857 805.113,86.1857 805.117,86.1857 805.12,86.1857 805.121,86.1857 805.124,86.1857 805.13,86.1857 805.141,86.1857 \n",
       "  805.152,86.1857 805.163,86.1857 805.186,86.1857 805.208,86.1857 805.253,86.1857 805.298,86.1857 805.342,86.1857 805.387,86.1857 805.432,86.1857 805.477,86.1857 \n",
       "  805.566,86.1857 805.655,86.1857 805.745,86.1857 805.924,86.1857 806.103,86.1857 806.282,86.1857 806.461,86.1857 806.819,86.1857 807.177,86.1857 807.528,86.1857 \n",
       "  807.528,1384.24 807.528,1384.24 807.528,1384.24 807.528,1384.24 807.528,1384.24 807.528,1384.24 807.528,1384.24 807.529,1384.24 807.529,1384.24 807.531,1384.24 \n",
       "  807.533,1384.24 807.536,1384.24 807.54,1384.24 807.541,1384.24 807.544,1384.24 807.55,1384.24 807.561,1384.24 807.572,1384.24 807.583,1384.24 807.594,1384.24 \n",
       "  807.605,1384.24 807.628,1384.24 807.65,1384.24 807.673,1384.24 807.695,1384.24 807.717,1384.24 807.762,1384.24 807.807,1384.24 807.851,1384.24 807.896,1384.24 \n",
       "  807.986,1384.24 808.075,1384.24 808.202,1384.24 808.329,1384.24 808.456,1384.24 808.583,1384.24 808.71,1384.24 808.837,1384.24 809.092,1384.24 809.346,1384.24 \n",
       "  809.6,1384.24 809.854,1384.24 810.108,1384.24 810.362,1384.24 810.616,1384.24 810.87,1384.24 811.124,1384.24 811.378,1384.24 811.887,1384.24 812.395,1384.24 \n",
       "  812.903,1384.24 813.411,1384.24 814.428,1384.24 815.444,1384.24 816.593,1384.24 817.743,1384.24 818.892,1384.24 820.041,1384.24 821.19,1384.24 822.34,1384.24 \n",
       "  823.489,1384.24 825.787,1384.24 827.842,1384.24 830.147,1384.24 832.221,1384.24 834.296,1384.24 836.37,1384.24 838.444,1384.24 840.519,1384.24 842.593,1384.24 \n",
       "  844.667,1384.24 848.816,1384.24 852.965,1384.24 857.114,1384.24 865.411,1384.24 873.709,1384.24 890.304,1384.24 904.316,1384.24 904.316,86.1857 904.316,86.1857 \n",
       "  904.316,86.1857 904.316,86.1857 904.316,86.1857 904.316,86.1857 904.317,86.1857 904.317,86.1857 904.318,86.1857 904.32,86.1857 904.323,86.1857 904.326,86.1857 \n",
       "  904.33,86.1857 904.336,86.1857 904.342,86.1857 904.355,86.1857 904.367,86.1857 904.38,86.1857 904.404,86.1857 904.429,86.1857 904.454,86.1857 904.479,86.1857 \n",
       "  904.529,86.1857 904.579,86.1857 904.629,86.1857 904.679,86.1857 904.779,86.1857 904.879,86.1857 905.078,86.1857 905.258,86.1857 905.437,86.1857 905.617,86.1857 \n",
       "  905.797,86.1857 906.156,86.1857 906.515,86.1857 906.736,86.1857 906.736,1384.24 906.736,1384.24 906.736,1384.24 906.736,1384.24 906.736,1384.24 906.736,1384.24 \n",
       "  906.736,1384.24 906.737,1384.24 906.738,1384.24 906.739,1384.24 906.741,1384.24 906.744,1384.24 906.748,1384.24 906.749,1384.24 906.752,1384.24 906.758,1384.24 \n",
       "  906.763,1384.24 906.774,1384.24 906.786,1384.24 906.797,1384.24 906.808,1384.24 906.83,1384.24 906.853,1384.24 906.875,1384.24 906.898,1384.24 906.92,1384.24 \n",
       "  906.942,1384.24 906.987,1384.24 907.032,1384.24 907.076,1384.24 907.121,1384.24 907.211,1384.24 907.3,1384.24 907.428,1384.24 907.556,1384.24 907.685,1384.24 \n",
       "  907.813,1384.24 907.941,1384.24 908.069,1384.24 908.325,1384.24 908.582,1384.24 908.838,1384.24 909.094,1384.24 909.351,1384.24 909.607,1384.24 909.863,1384.24 \n",
       "  910.12,1384.24 910.376,1384.24 910.632,1384.24 911.145,1384.24 911.658,1384.24 912.17,1384.24 912.683,1384.24 913.708,1384.24 914.734,1384.24 915.926,1384.24 \n",
       "  917.119,1384.24 918.312,1384.24 919.505,1384.24 920.697,1384.24 921.89,1384.24 923.083,1384.24 925.468,1384.24 927.615,1384.24 930.2,1384.24 932.526,1384.24 \n",
       "  934.852,1384.24 937.179,1384.24 939.505,1384.24 941.831,1384.24 944.157,1384.24 948.81,1384.24 953.462,1384.24 958.114,1384.24 965.214,1384.24 972.313,1384.24 \n",
       "  979.413,1384.24 993.612,1384.24 1003.52,1384.24 1003.52,86.1857 1003.52,86.1857 1003.52,86.1857 1003.52,86.1857 1003.52,86.1857 1003.52,86.1857 1003.52,86.1857 \n",
       "  1003.53,86.1857 1003.53,86.1857 1003.53,86.1857 1003.53,86.1857 1003.53,86.1857 1003.54,86.1857 1003.54,86.1857 1003.55,86.1857 1003.56,86.1857 1003.58,86.1857 \n",
       "  1003.59,86.1857 1003.61,86.1857 1003.64,86.1857 1003.66,86.1857 1003.69,86.1857 1003.74,86.1857 1003.79,86.1857 1003.84,86.1857 1003.89,86.1857 1003.99,86.1857 \n",
       "  1004.09,86.1857 1004.29,86.1857 1004.47,86.1857 1004.65,86.1857 1004.83,86.1857 1005,86.1857 1005.36,86.1857 1005.72,86.1857 1005.94,86.1857 1005.94,1384.24 \n",
       "  1005.94,1384.24 1005.94,1384.24 1005.94,1384.24 1005.94,1384.24 1005.94,1384.24 1005.94,1384.24 1005.94,1384.24 1005.95,1384.24 1005.95,1384.24 1005.95,1384.24 \n",
       "  1005.95,1384.24 1005.96,1384.24 1005.96,1384.24 1005.96,1384.24 1005.97,1384.24 1005.97,1384.24 1005.98,1384.24 1005.99,1384.24 1006.01,1384.24 1006.02,1384.24 \n",
       "  1006.04,1384.24 1006.06,1384.24 1006.08,1384.24 1006.11,1384.24 1006.13,1384.24 1006.15,1384.24 1006.2,1384.24 1006.24,1384.24 1006.28,1384.24 1006.33,1384.24 \n",
       "  1006.42,1384.24 1006.51,1384.24 1006.63,1384.24 1006.76,1384.24 1006.89,1384.24 1007.01,1384.24 1007.14,1384.24 1007.27,1384.24 1007.52,1384.24 1007.77,1384.24 \n",
       "  1008.03,1384.24 1008.28,1384.24 1008.53,1384.24 1008.79,1384.24 1009.04,1384.24 1009.29,1384.24 1009.55,1384.24 1009.8,1384.24 1010.31,1384.24 1010.81,1384.24 \n",
       "  1011.32,1384.24 1011.83,1384.24 1012.84,1384.24 1013.85,1384.24 1015.01,1384.24 1016.17,1384.24 1017.32,1384.24 1018.48,1384.24 1019.64,1384.24 1020.79,1384.24 \n",
       "  1021.95,1384.24 1024.26,1384.24 1026.34,1384.24 1028.43,1384.24 1030.51,1384.24 1032.59,1384.24 1034.67,1384.24 1036.75,1384.24 1040.92,1384.24 1045.08,1384.24 \n",
       "  1049.24,1384.24 1053.41,1384.24 1057.57,1384.24 1061.73,1384.24 1065.9,1384.24 1074.22,1384.24 1082.55,1384.24 1099.21,1384.24 1102.73,1384.24 1102.73,86.1857 \n",
       "  1102.73,86.1857 1102.73,86.1857 1102.73,86.1857 1102.73,86.1857 1102.73,86.1857 1102.73,86.1857 1102.73,86.1857 1102.73,86.1857 1102.74,86.1857 1102.74,86.1857 \n",
       "  1102.74,86.1857 1102.75,86.1857 1102.75,86.1857 1102.76,86.1857 1102.77,86.1857 1102.78,86.1857 1102.8,86.1857 1102.82,86.1857 1102.85,86.1857 1102.87,86.1857 \n",
       "  1102.9,86.1857 1102.95,86.1857 1103,86.1857 1103.05,86.1857 1103.1,86.1857 1103.2,86.1857 1103.29,86.1857 1103.49,86.1857 1103.67,86.1857 1103.85,86.1857 \n",
       "  1104.03,86.1857 1104.21,86.1857 1104.57,86.1857 1104.93,86.1857 1105.15,86.1857 1105.15,1384.24 1105.15,1384.24 1105.15,1384.24 1105.15,1384.24 1105.15,1384.24 \n",
       "  1105.15,1384.24 1105.15,1384.24 1105.15,1384.24 1105.15,1384.24 1105.16,1384.24 1105.16,1384.24 1105.16,1384.24 1105.16,1384.24 1105.17,1384.24 1105.17,1384.24 \n",
       "  1105.17,1384.24 1105.18,1384.24 1105.19,1384.24 1105.2,1384.24 1105.21,1384.24 1105.22,1384.24 1105.25,1384.24 1105.27,1384.24 1105.29,1384.24 1105.31,1384.24 \n",
       "  1105.34,1384.24 1105.36,1384.24 1105.4,1384.24 1105.45,1384.24 1105.49,1384.24 1105.54,1384.24 1105.63,1384.24 1105.72,1384.24 1105.84,1384.24 1105.97,1384.24 \n",
       "  1106.1,1384.24 1106.22,1384.24 1106.35,1384.24 1106.48,1384.24 1106.73,1384.24 1106.98,1384.24 1107.24,1384.24 1107.49,1384.24 1107.74,1384.24 1108,1384.24 \n",
       "  1108.25,1384.24 1108.5,1384.24 1108.75,1384.24 1109.01,1384.24 1109.51,1384.24 1110.02,1384.24 1110.53,1384.24 1111.03,1384.24 1112.05,1384.24 1113.06,1384.24 \n",
       "  1114.07,1384.24 1115.08,1384.24 1116.1,1384.24 1117.11,1384.24 1118.12,1384.24 1119.14,1384.24 1120.15,1384.24 1121.16,1384.24 1122.17,1384.24 1124.2,1384.24 \n",
       "  1126.22,1384.24 1128.25,1384.24 1130.28,1384.24 1132.3,1384.24 1134.33,1384.24 1136.35,1384.24 1140.4,1384.24 1144.45,1384.24 1148.51,1384.24 1152.56,1384.24 \n",
       "  1156.61,1384.24 1160.66,1384.24 1164.71,1384.24 1168.76,1384.24 1176.86,1384.24 1184.96,1384.24 1193.07,1384.24 1201.94,1384.24 1201.94,86.1857 1201.94,86.1857 \n",
       "  1201.94,86.1857 1201.94,86.1857 1201.94,86.1857 1201.94,86.1857 1201.94,86.1857 1201.94,86.1857 1201.94,86.1857 1201.94,86.1857 1201.95,86.1857 1201.95,86.1857 \n",
       "  1201.95,86.1857 1201.96,86.1857 1201.97,86.1857 1201.98,86.1857 1201.99,86.1857 1202,86.1857 1202.03,86.1857 1202.05,86.1857 1202.08,86.1857 1202.1,86.1857 \n",
       "  1202.15,86.1857 1202.2,86.1857 1202.25,86.1857 1202.3,86.1857 1202.4,86.1857 1202.5,86.1857 1202.7,86.1857 1202.88,86.1857 1203.06,86.1857 1203.24,86.1857 \n",
       "  1203.42,86.1857 1203.78,86.1857 1204.14,86.1857 1204.36,86.1857 1204.36,1384.24 1204.36,1384.24 1204.36,1384.24 1204.36,1384.24 1204.36,1384.24 1204.36,1384.24 \n",
       "  1204.36,1384.24 1204.36,1384.24 1204.36,1384.24 1204.36,1384.24 1204.37,1384.24 1204.37,1384.24 1204.37,1384.24 1204.37,1384.24 1204.38,1384.24 1204.38,1384.24 \n",
       "  1204.39,1384.24 1204.39,1384.24 1204.4,1384.24 1204.42,1384.24 1204.44,1384.24 1204.46,1384.24 1204.48,1384.24 1204.51,1384.24 1204.53,1384.24 1204.57,1384.24 \n",
       "  1204.62,1384.24 1204.66,1384.24 1204.71,1384.24 1204.75,1384.24 1204.8,1384.24 1204.84,1384.24 1204.89,1384.24 1204.93,1384.24 1205.02,1384.24 1205.11,1384.24 \n",
       "  1205.2,1384.24 1205.29,1384.24 1205.47,1384.24 1205.65,1384.24 1205.83,1384.24 1206,1384.24 1206.18,1384.24 1206.54,1384.24 1206.86,1384.24 1207.17,1384.24 \n",
       "  1207.48,1384.24 1207.8,1384.24 1208.11,1384.24 1208.74,1384.24 1209.37,1384.24 1210,1384.24 1210.89,1384.24 1211.78,1384.24 1212.67,1384.24 1213.56,1384.24 \n",
       "  1214.45,1384.24 1215.34,1384.24 1216.23,1384.24 1218.01,1384.24 1219.79,1384.24 1221.39,1384.24 1222.99,1384.24 1224.6,1384.24 1226.2,1384.24 1227.8,1384.24 \n",
       "  1229.4,1384.24 1232.61,1384.24 1235.49,1384.24 1238.37,1384.24 1241.26,1384.24 1244.14,1384.24 1247.02,1384.24 1249.91,1384.24 1255.67,1384.24 1261.44,1384.24 \n",
       "  1267.21,1384.24 1272.97,1384.24 1284.51,1384.24 1296.04,1384.24 1301.15,1384.24 1301.15,86.1857 1301.15,86.1857 1301.15,86.1857 1301.15,86.1857 1301.15,86.1857 \n",
       "  1301.15,86.1857 1301.15,86.1857 1301.15,86.1857 1301.15,86.1857 1301.15,86.1857 1301.16,86.1857 1301.16,86.1857 1301.16,86.1857 1301.17,86.1857 1301.17,86.1857 \n",
       "  1301.19,86.1857 1301.2,86.1857 1301.21,86.1857 1301.24,86.1857 1301.26,86.1857 1301.31,86.1857 1301.36,86.1857 1301.41,86.1857 1301.46,86.1857 1301.51,86.1857 \n",
       "  1301.56,86.1857 1301.66,86.1857 1301.76,86.1857 1301.86,86.1857 1302.06,86.1857 1302.26,86.1857 1302.46,86.1857 1302.66,86.1857 1303.06,86.1857 1303.46,86.1857 \n",
       "  1303.57,86.1857 1303.57,1384.24 1303.57,1384.24 1303.57,1384.24 1303.57,1384.24 1303.57,1384.24 1303.57,1384.24 1303.57,1384.24 1303.57,1384.24 1303.57,1384.24 \n",
       "  1303.57,1384.24 1303.57,1384.24 1303.58,1384.24 1303.58,1384.24 1303.58,1384.24 1303.58,1384.24 1303.59,1384.24 1303.6,1384.24 1303.6,1384.24 1303.61,1384.24 \n",
       "  1303.62,1384.24 1303.65,1384.24 1303.67,1384.24 1303.69,1384.24 1303.71,1384.24 1303.74,1384.24 1303.78,1384.24 1303.83,1384.24 1303.87,1384.24 1303.91,1384.24 \n",
       "  1303.96,1384.24 1304,1384.24 1304.05,1384.24 1304.09,1384.24 1304.18,1384.24 1304.27,1384.24 1304.36,1384.24 1304.45,1384.24 1304.63,1384.24 1304.81,1384.24 \n",
       "  1304.99,1384.24 1305.17,1384.24 1305.35,1384.24 1305.7,1384.24 1306.01,1384.24 1306.32,1384.24 1306.62,1384.24 1306.93,1384.24 1307.23,1384.24 1307.85,1384.24 \n",
       "  1308.46,1384.24 1309.07,1384.24 1309.91,1384.24 1310.75,1384.24 1311.59,1384.24 1312.43,1384.24 1313.27,1384.24 1314.11,1384.24 1314.95,1384.24 1316.63,1384.24 \n",
       "  1318.32,1384.24 1319.81,1384.24 1321.3,1384.24 1322.8,1384.24 1324.29,1384.24 1325.79,1384.24 1327.28,1384.24 1328.78,1384.24 1331.76,1384.24 1334.75,1384.24 \n",
       "  1337.74,1384.24 1340.73,1384.24 1343.72,1384.24 1346.71,1384.24 1352.69,1384.24 1358.66,1384.24 1364.64,1384.24 1370.62,1384.24 1382.57,1384.24 1400.36,1384.24 \n",
       "  1400.36,86.1857 1400.36,86.1857 1400.36,86.1857 1400.36,86.1857 1400.36,86.1857 1400.36,86.1857 1400.36,86.1857 1400.36,86.1857 1400.36,86.1857 1400.36,86.1857 \n",
       "  1400.36,86.1857 1400.37,86.1857 1400.37,86.1857 1400.38,86.1857 1400.38,86.1857 1400.4,86.1857 1400.41,86.1857 1400.42,86.1857 1400.45,86.1857 1400.47,86.1857 \n",
       "  1400.52,86.1857 1400.57,86.1857 1400.62,86.1857 1400.67,86.1857 1400.72,86.1857 1400.77,86.1857 1400.87,86.1857 1400.97,86.1857 1401.07,86.1857 1401.27,86.1857 \n",
       "  1401.47,86.1857 1401.67,86.1857 1401.87,86.1857 1402.27,86.1857 1402.67,86.1857 1402.78,86.1857 1402.78,1384.24 1402.78,1384.24 1402.78,1384.24 1402.78,1384.24 \n",
       "  1402.78,1384.24 1402.78,1384.24 1402.78,1384.24 1402.78,1384.24 1402.78,1384.24 1402.78,1384.24 1402.78,1384.24 1402.79,1384.24 1402.79,1384.24 1402.79,1384.24 \n",
       "  1402.79,1384.24 1402.8,1384.24 1402.8,1384.24 1402.82,1384.24 1402.83,1384.24 1402.84,1384.24 1402.85,1384.24 1402.86,1384.24 1402.88,1384.24 1402.9,1384.24 \n",
       "  1402.93,1384.24 1402.95,1384.24 1402.99,1384.24 1403.04,1384.24 1403.08,1384.24 1403.17,1384.24 1403.26,1384.24 1403.35,1384.24 1403.44,1384.24 1403.53,1384.24 \n",
       "  1403.62,1384.24 1403.8,1384.24 1403.98,1384.24 1404.16,1384.24 1404.34,1384.24 1404.52,1384.24 1404.69,1384.24 1404.87,1384.24 1405.05,1384.24 1405.41,1384.24 \n",
       "  1405.77,1384.24 1406.13,1384.24 1406.48,1384.24 1406.84,1384.24 1407.2,1384.24 1407.92,1384.24 1408.63,1384.24 1409.35,1384.24 1410.06,1384.24 1410.78,1384.24 \n",
       "  1411.49,1384.24 1412.21,1384.24 1412.93,1384.24 1413.64,1384.24 1414.36,1384.24 1415.07,1384.24 1415.79,1384.24 1417.22,1384.24 1418.65,1384.24 1420.08,1384.24 \n",
       "  1421.52,1384.24 1422.95,1384.24 1424.38,1384.24 1425.81,1384.24 1427.24,1384.24 1428.67,1384.24 1430.11,1384.24 1432.97,1384.24 1435.52,1384.24 1438.08,1384.24 \n",
       "  1440.64,1384.24 1443.19,1384.24 1448.3,1384.24 1453.42,1384.24 1458.53,1384.24 1463.64,1384.24 1473.86,1384.24 1494.31,1384.24 1499.57,1384.24 1499.57,86.1857 \n",
       "  1499.57,86.1857 1499.57,86.1857 1499.57,86.1857 1499.57,86.1857 1499.57,86.1857 1499.57,86.1857 1499.57,86.1857 1499.57,86.1857 1499.57,86.1857 1499.57,86.1857 \n",
       "  1499.57,86.1857 1499.58,86.1857 1499.58,86.1857 1499.58,86.1857 1499.59,86.1857 1499.59,86.1857 1499.6,86.1857 1499.62,86.1857 1499.63,86.1857 1499.65,86.1857 \n",
       "  1499.67,86.1857 1499.72,86.1857 1499.76,86.1857 1499.81,86.1857 1499.85,86.1857 1499.89,86.1857 1499.94,86.1857 1500.03,86.1857 1500.12,86.1857 1500.21,86.1857 \n",
       "  1500.39,86.1857 1500.57,86.1857 1500.74,86.1857 1500.92,86.1857 1501.28,86.1857 1501.64,86.1857 1501.99,86.1857 1501.99,1384.24 1501.99,1384.24 1501.99,1384.24 \n",
       "  1501.99,1384.24 1501.99,1384.24 1501.99,1384.24 1501.99,1384.24 1501.99,1384.24 1501.99,1384.24 1501.99,1384.24 1501.99,1384.24 1501.99,1384.24 1502,1384.24 \n",
       "  1502,1384.24 1502,1384.24 1502.01,1384.24 1502.01,1384.24 1502.02,1384.24 1502.03,1384.24 1502.05,1384.24 1502.06,1384.24 1502.07,1384.24 1502.09,1384.24 \n",
       "  1502.11,1384.24 1502.14,1384.24 1502.16,1384.24 1502.2,1384.24 1502.25,1384.24 1502.29,1384.24 1502.38,1384.24 1502.47,1384.24 1502.56,1384.24 1502.65,1384.24 \n",
       "  1502.74,1384.24 1502.83,1384.24 1503.01,1384.24 1503.19,1384.24 1503.37,1384.24 1503.54,1384.24 1503.72,1384.24 1503.9,1384.24 1504.08,1384.24 1504.26,1384.24 \n",
       "  1504.62,1384.24 1504.98,1384.24 1505.33,1384.24 1505.69,1384.24 1506.05,1384.24 1506.41,1384.24 1507.12,1384.24 1507.77,1384.24 1508.41,1384.24 1509.06,1384.24 \n",
       "  1509.7,1384.24 1510.34,1384.24 1511.63,1384.24 1512.79,1384.24 1513.95,1384.24 1515.11,1384.24 1516.27,1384.24 1517.43,1384.24 1518.59,1384.24 1519.75,1384.24 \n",
       "  1522.07,1384.24 1524.16,1384.24 1526.24,1384.24 1528.33,1384.24 1530.42,1384.24 1532.51,1384.24 1534.59,1384.24 1536.68,1384.24 1538.77,1384.24 1542.94,1384.24 \n",
       "  1547.12,1384.24 1551.29,1384.24 1555.47,1384.24 1563.82,1384.24 1572.16,1384.24 1588.86,1384.24 1598.77,1384.24 1598.77,86.1857 1598.77,86.1857 1598.77,86.1857 \n",
       "  1598.77,86.1857 1598.77,86.1857 1598.77,86.1857 1598.77,86.1857 1598.77,86.1857 1598.78,86.1857 1598.78,86.1857 1598.78,86.1857 1598.78,86.1857 1598.79,86.1857 \n",
       "  1598.79,86.1857 1598.79,86.1857 1598.8,86.1857 1598.8,86.1857 1598.81,86.1857 1598.82,86.1857 1598.83,86.1857 1598.86,86.1857 1598.88,86.1857 1598.92,86.1857 \n",
       "  1598.97,86.1857 1599.01,86.1857 1599.06,86.1857 1599.1,86.1857 1599.15,86.1857 1599.24,86.1857 1599.33,86.1857 1599.42,86.1857 1599.6,86.1857 1599.77,86.1857 \n",
       "  1599.95,86.1857 1600.13,86.1857 1600.49,86.1857 1600.85,86.1857 1601.19,86.1857 1601.19,1384.24 1601.19,1384.24 1601.19,1384.24 1601.19,1384.24 1601.19,1384.24 \n",
       "  1601.19,1384.24 1601.19,1384.24 1601.19,1384.24 1601.2,1384.24 1601.2,1384.24 1601.2,1384.24 1601.2,1384.24 1601.21,1384.24 1601.21,1384.24 1601.21,1384.24 \n",
       "  1601.22,1384.24 1601.22,1384.24 1601.23,1384.24 1601.24,1384.24 1601.25,1384.24 1601.27,1384.24 1601.28,1384.24 1601.3,1384.24 1601.32,1384.24 1601.34,1384.24 \n",
       "  1601.37,1384.24 1601.41,1384.24 1601.46,1384.24 1601.5,1384.24 1601.59,1384.24 1601.68,1384.24 1601.77,1384.24 1601.86,1384.24 1601.95,1384.24 1602.04,1384.24 \n",
       "  1602.22,1384.24 1602.4,1384.24 1602.57,1384.24 1602.75,1384.24 1602.93,1384.24 1603.11,1384.24 1603.29,1384.24 1603.47,1384.24 1603.83,1384.24 1604.18,1384.24 \n",
       "  1604.54,1384.24 1604.9,1384.24 1605.26,1384.24 1605.62,1384.24 1606.33,1384.24 1606.98,1384.24 1607.62,1384.24 1608.26,1384.24 1608.91,1384.24 1609.55,1384.24 \n",
       "  1610.84,1384.24 1612,1384.24 1613.16,1384.24 1614.32,1384.24 1615.48,1384.24 1616.64,1384.24 1617.8,1384.24 1618.96,1384.24 1621.28,1384.24 1623.37,1384.24 \n",
       "  1625.45,1384.24 1627.54,1384.24 1629.63,1384.24 1631.71,1384.24 1633.8,1384.24 1637.98,1384.24 1641.73,1384.24 1645.49,1384.24 1653,1384.24 1660.52,1384.24 \n",
       "  1675.55,1384.24 1697.98,1384.24 1697.98,86.1857 1697.98,86.1857 1697.98,86.1857 1697.98,86.1857 1697.98,86.1857 1697.98,86.1857 1697.98,86.1857 1697.98,86.1857 \n",
       "  1697.98,86.1857 1697.99,86.1857 1697.99,86.1857 1697.99,86.1857 1697.99,86.1857 1698,86.1857 1698,86.1857 1698,86.1857 1698.01,86.1857 1698.02,86.1857 \n",
       "  1698.03,86.1857 1698.04,86.1857 1698.07,86.1857 1698.09,86.1857 1698.13,86.1857 1698.18,86.1857 1698.22,86.1857 1698.27,86.1857 1698.31,86.1857 1698.36,86.1857 \n",
       "  1698.45,86.1857 1698.53,86.1857 1698.62,86.1857 1698.8,86.1857 1698.98,86.1857 1699.16,86.1857 1699.34,86.1857 1699.7,86.1857 1700.06,86.1857 1700.4,86.1857 \n",
       "  1700.4,1384.24 1700.4,1384.24 1700.4,1384.24 1700.4,1384.24 1700.4,1384.24 1700.4,1384.24 1700.4,1384.24 1700.4,1384.24 1700.4,1384.24 1700.4,1384.24 \n",
       "  1700.41,1384.24 1700.41,1384.24 1700.41,1384.24 1700.41,1384.24 1700.42,1384.24 1700.42,1384.24 1700.43,1384.24 1700.44,1384.24 1700.45,1384.24 1700.46,1384.24 \n",
       "  1700.47,1384.24 1700.48,1384.24 1700.51,1384.24 1700.53,1384.24 1700.55,1384.24 1700.57,1384.24 1700.62,1384.24 1700.66,1384.24 1700.71,1384.24 1700.8,1384.24 \n",
       "  1700.89,1384.24 1700.98,1384.24 1701.07,1384.24 1701.16,1384.24 1701.25,1384.24 1701.42,1384.24 1701.6,1384.24 1701.78,1384.24 1701.96,1384.24 1702.14,1384.24 \n",
       "  1702.32,1384.24 1702.5,1384.24 1702.68,1384.24 1703.03,1384.24 1703.36,1384.24 1703.68,1384.24 1704,1384.24 1704.32,1384.24 1704.97,1384.24 1705.61,1384.24 \n",
       "  1706.28,1384.24 1706.96,1384.24 1707.63,1384.24 1708.3,1384.24 1708.98,1384.24 1709.65,1384.24 1710.32,1384.24 1711.67,1384.24 1712.88,1384.24 1714.33,1384.24 \n",
       "  1715.63,1384.24 1716.93,1384.24 1718.23,1384.24 1719.54,1384.24 1720.84,1384.24 1722.14,1384.24 1724.75,1384.24 1727.35,1384.24 1729.7,1384.24 1732.94,1384.24 \n",
       "  1735.86,1384.24 1738.78,1384.24 1741.7,1384.24 1747.53,1384.24 1753.37,1384.24 1765.05,1384.24 1788.4,1384.24 1797.19,1384.24 1797.19,86.1857 1797.19,86.1857 \n",
       "  1797.19,86.1857 1797.19,86.1857 1797.19,86.1857 1797.19,86.1857 1797.19,86.1857 1797.19,86.1857 1797.19,86.1857 1797.19,86.1857 1797.2,86.1857 1797.2,86.1857 \n",
       "  1797.2,86.1857 1797.2,86.1857 1797.21,86.1857 1797.21,86.1857 1797.22,86.1857 1797.23,86.1857 1797.24,86.1857 1797.25,86.1857 1797.27,86.1857 1797.3,86.1857 \n",
       "  1797.34,86.1857 1797.39,86.1857 1797.43,86.1857 1797.47,86.1857 1797.52,86.1857 1797.56,86.1857 1797.65,86.1857 1797.74,86.1857 1797.83,86.1857 1798.01,86.1857 \n",
       "  1798.19,86.1857 1798.37,86.1857 1798.55,86.1857 1798.91,86.1857 1799.26,86.1857 1799.61,86.1857 1799.61,1384.24 1799.61,1384.24 1799.61,1384.24 1799.61,1384.24 \n",
       "  1799.61,1384.24 1799.61,1384.24 1799.61,1384.24 1799.61,1384.24 1799.61,1384.24 1799.61,1384.24 1799.61,1384.24 1799.62,1384.24 1799.62,1384.24 1799.62,1384.24 \n",
       "  1799.63,1384.24 1799.63,1384.24 1799.64,1384.24 1799.65,1384.24 1799.66,1384.24 1799.67,1384.24 1799.68,1384.24 1799.7,1384.24 1799.73,1384.24 1799.75,1384.24 \n",
       "  1799.77,1384.24 1799.82,1384.24 1799.86,1384.24 1799.91,1384.24 1799.95,1384.24 1800,1384.24 1800.08,1384.24 1800.17,1384.24 1800.26,1384.24 1800.35,1384.24 \n",
       "  1800.44,1384.24 1800.53,1384.24 1800.71,1384.24 1800.89,1384.24 1801.07,1384.24 1801.25,1384.24 1801.61,1384.24 1801.93,1384.24 1802.25,1384.24 1802.57,1384.24 \n",
       "  1802.89,1384.24 1803.22,1384.24 1803.54,1384.24 1803.86,1384.24 1804.5,1384.24 1805.15,1384.24 1805.79,1384.24 1806.44,1384.24 1807.08,1384.24 1807.73,1384.24 \n",
       "  1808.37,1384.24 1808.95,1384.24 1809.53,1384.24 1810.11,1384.24 1810.69,1384.24 1811.85,1384.24 1813.01,1384.24 1814.17,1384.24 1815.33,1384.24 1816.49,1384.24 \n",
       "  1817.65,1384.24 1818.81,1384.24 1821.13,1384.24 1823.44,1384.24 1825.76,1384.24 1828.08,1384.24 1830.4,1384.24 1832.72,1384.24 1835.04,1384.24 1839.68,1384.24 \n",
       "  1844.32,1384.24 1853.59,1384.24 1862.87,1384.24 1881.42,1384.24 1896.4,1384.24 1896.4,86.1857 1896.4,86.1857 1896.4,86.1857 1896.4,86.1857 1896.4,86.1857 \n",
       "  1896.4,86.1857 1896.4,86.1857 1896.4,86.1857 1896.4,86.1857 1896.4,86.1857 1896.4,86.1857 1896.41,86.1857 1896.41,86.1857 1896.41,86.1857 1896.41,86.1857 \n",
       "  1896.42,86.1857 1896.43,86.1857 1896.44,86.1857 1896.45,86.1857 1896.46,86.1857 1896.48,86.1857 1896.5,86.1857 1896.55,86.1857 1896.59,86.1857 1896.64,86.1857 \n",
       "  1896.68,86.1857 1896.73,86.1857 1896.77,86.1857 1896.86,86.1857 1896.95,86.1857 1897.04,86.1857 1897.22,86.1857 1897.4,86.1857 1897.58,86.1857 1897.76,86.1857 \n",
       "  1898.11,86.1857 1898.47,86.1857 1898.82,86.1857 1898.82,1384.24 1898.82,1384.24 1898.82,1384.24 1898.82,1384.24 1898.82,1384.24 1898.82,1384.24 1898.82,1384.24 \n",
       "  1898.82,1384.24 1898.82,1384.24 1898.82,1384.24 1898.82,1384.24 1898.83,1384.24 1898.83,1384.24 1898.83,1384.24 1898.83,1384.24 1898.84,1384.24 1898.85,1384.24 \n",
       "  1898.85,1384.24 1898.86,1384.24 1898.87,1384.24 1898.88,1384.24 1898.91,1384.24 1898.93,1384.24 1898.95,1384.24 1898.97,1384.24 1899.02,1384.24 1899.06,1384.24 \n",
       "  1899.11,1384.24 1899.15,1384.24 1899.2,1384.24 1899.29,1384.24 1899.38,1384.24 1899.47,1384.24 1899.56,1384.24 1899.65,1384.24 1899.82,1384.24 1900,1384.24 \n",
       "  1900.18,1384.24 1900.36,1384.24 1900.54,1384.24 1900.72,1384.24 1900.9,1384.24 1901.26,1384.24 1901.61,1384.24 1901.97,1384.24 1902.33,1384.24 1902.69,1384.24 \n",
       "  1903.05,1384.24 1903.76,1384.24 1904.48,1384.24 1905.19,1384.24 1905.91,1384.24 1906.62,1384.24 1907.34,1384.24 1908.06,1384.24 1908.77,1384.24 1910.2,1384.24 \n",
       "  1911.49,1384.24 1912.78,1384.24 1914.07,1384.24 1915.36,1384.24 1916.65,1384.24 1917.93,1384.24 1920.51,1384.24 1922.83,1384.24 1925.15,1384.24 1927.47,1384.24 \n",
       "  1929.79,1384.24 1932.11,1384.24 1934.43,1384.24 1936.75,1384.24 1941.38,1384.24 1946.02,1384.24 1955.3,1384.24 1973.85,1384.24 1995.61,1384.24 1995.61,86.1857 \n",
       "  1995.61,86.1857 1995.61,86.1857 1995.61,86.1857 1995.61,86.1857 1995.61,86.1857 1995.61,86.1857 1995.61,86.1857 1995.61,86.1857 1995.61,86.1857 1995.61,86.1857 \n",
       "  1995.61,86.1857 1995.62,86.1857 1995.62,86.1857 1995.62,86.1857 1995.63,86.1857 1995.63,86.1857 1995.64,86.1857 1995.66,86.1857 1995.67,86.1857 1995.69,86.1857 \n",
       "  1995.71,86.1857 1995.76,86.1857 1995.8,86.1857 1995.85,86.1857 1995.89,86.1857 1995.94,86.1857 1995.98,86.1857 1996.07,86.1857 1996.16,86.1857 1996.25,86.1857 \n",
       "  1996.43,86.1857 1996.61,86.1857 1996.79,86.1857 1996.96,86.1857 1997.32,86.1857 1997.68,86.1857 1998.03,86.1857 1998.03,1384.24 1998.03,1384.24 1998.03,1384.24 \n",
       "  1998.03,1384.24 1998.03,1384.24 1998.03,1384.24 1998.03,1384.24 1998.03,1384.24 1998.03,1384.24 1998.03,1384.24 1998.03,1384.24 1998.03,1384.24 1998.04,1384.24 \n",
       "  1998.04,1384.24 1998.04,1384.24 1998.05,1384.24 1998.05,1384.24 1998.06,1384.24 1998.07,1384.24 1998.08,1384.24 1998.09,1384.24 1998.12,1384.24 1998.14,1384.24 \n",
       "  1998.16,1384.24 1998.18,1384.24 1998.23,1384.24 1998.27,1384.24 1998.32,1384.24 1998.36,1384.24 1998.41,1384.24 1998.5,1384.24 1998.58,1384.24 1998.67,1384.24 \n",
       "  1998.76,1384.24 1998.85,1384.24 1998.94,1384.24 1999.12,1384.24 1999.3,1384.24 1999.48,1384.24 1999.66,1384.24 2000.02,1384.24 2000.37,1384.24 2000.73,1384.24 \n",
       "  2001.09,1384.24 2001.45,1384.24 2001.81,1384.24 2002.52,1384.24 2003.17,1384.24 2003.81,1384.24 2004.45,1384.24 2005.1,1384.24 2005.74,1384.24 2006.39,1384.24 \n",
       "  2007.03,1384.24 2008.32,1384.24 2009.61,1384.24 2010.9,1384.24 2012.19,1384.24 2013.47,1384.24 2014.76,1384.24 2016.05,1384.24 2018.63,1384.24 2021.2,1384.24 \n",
       "  2023.52,1384.24 2025.84,1384.24 2028.16,1384.24 2030.48,1384.24 2032.8,1384.24 2037.44,1384.24 2042.08,1384.24 2051.35,1384.24 2069.91,1384.24 2094.81,1384.24 \n",
       "  2094.81,86.1857 2094.81,86.1857 2094.81,86.1857 2094.81,86.1857 2094.81,86.1857 2094.81,86.1857 2094.82,86.1857 2094.82,86.1857 2094.82,86.1857 2094.82,86.1857 \n",
       "  2094.82,86.1857 2094.82,86.1857 2094.83,86.1857 2094.83,86.1857 2094.83,86.1857 2094.84,86.1857 2094.84,86.1857 2094.85,86.1857 2094.86,86.1857 2094.88,86.1857 \n",
       "  2094.9,86.1857 2094.92,86.1857 2094.97,86.1857 2095.01,86.1857 2095.05,86.1857 2095.1,86.1857 2095.14,86.1857 2095.19,86.1857 2095.28,86.1857 2095.37,86.1857 \n",
       "  2095.46,86.1857 2095.64,86.1857 2095.82,86.1857 2095.99,86.1857 2096.17,86.1857 2096.53,86.1857 2096.89,86.1857 2097.23,86.1857 2097.23,1384.24 2097.23,1384.24 \n",
       "  2097.23,1384.24 2097.23,1384.24 2097.23,1384.24 2097.23,1384.24 2097.23,1384.24 2097.24,1384.24 2097.24,1384.24 2097.24,1384.24 2097.24,1384.24 2097.24,1384.24 \n",
       "  2097.25,1384.24 2097.25,1384.24 2097.25,1384.24 2097.25,1384.24 2097.26,1384.24 2097.26,1384.24 2097.28,1384.24 2097.29,1384.24 2097.3,1384.24 2097.31,1384.24 \n",
       "  2097.33,1384.24 2097.35,1384.24 2097.38,1384.24 2097.4,1384.24 2097.44,1384.24 2097.49,1384.24 2097.53,1384.24 2097.58,1384.24 2097.62,1384.24 2097.71,1384.24 \n",
       "  2097.8,1384.24 2097.89,1384.24 2097.98,1384.24 2098.07,1384.24 2098.16,1384.24 2098.34,1384.24 2098.52,1384.24 2098.7,1384.24 2098.88,1384.24 2099.23,1384.24 \n",
       "  2099.56,1384.24 2099.88,1384.24 2100.2,1384.24 2100.52,1384.24 2100.84,1384.24 2101.17,1384.24 2101.49,1384.24 2102.13,1384.24 2102.71,1384.24 2103.49,1384.24 \n",
       "  2104.19,1384.24 2104.88,1384.24 2105.58,1384.24 2106.28,1384.24 2106.98,1384.24 2107.68,1384.24 2108.37,1384.24 2109.07,1384.24 2110.47,1384.24 2111.87,1384.24 \n",
       "  2113.26,1384.24 2114.66,1384.24 2116.05,1384.24 2117.45,1384.24 2118.85,1384.24 2120.24,1384.24 2121.64,1384.24 2123.04,1384.24 2125.83,1384.24 2128.62,1384.24 \n",
       "  2131.41,1384.24 2137,1384.24 2142.58,1384.24 2148.17,1384.24 2159.34,1384.24 2181.68,1384.24 2194.02,1384.24 2194.02,86.1857 2194.02,86.1857 2194.02,86.1857 \n",
       "  2194.02,86.1857 2194.02,86.1857 2194.02,86.1857 2194.02,86.1857 2194.02,86.1857 2194.02,86.1857 2194.03,86.1857 2194.03,86.1857 2194.03,86.1857 2194.03,86.1857 \n",
       "  2194.04,86.1857 2194.04,86.1857 2194.04,86.1857 2194.05,86.1857 2194.06,86.1857 2194.07,86.1857 2194.08,86.1857 2194.11,86.1857 2194.13,86.1857 2194.17,86.1857 \n",
       "  2194.22,86.1857 2194.26,86.1857 2194.31,86.1857 2194.35,86.1857 2194.4,86.1857 2194.49,86.1857 2194.58,86.1857 2194.67,86.1857 2194.84,86.1857 2195.02,86.1857 \n",
       "  2195.2,86.1857 2195.38,86.1857 2195.74,86.1857 2196.1,86.1857 2196.44,86.1857 2196.44,1384.24 2196.44,1384.24 2196.44,1384.24 2196.44,1384.24 2196.44,1384.24 \n",
       "  2196.44,1384.24 2196.44,1384.24 2196.44,1384.24 2196.44,1384.24 2196.45,1384.24 2196.45,1384.24 2196.45,1384.24 2196.45,1384.24 2196.46,1384.24 2196.46,1384.24 \n",
       "  2196.47,1384.24 2196.47,1384.24 2196.48,1384.24 2196.49,1384.24 2196.5,1384.24 2196.51,1384.24 2196.52,1384.24 2196.54,1384.24 2196.55,1384.24 2196.56,1384.24 \n",
       "  2196.59,1384.24 2196.61,1384.24 2196.64,1384.24 2196.69,1384.24 2196.74,1384.24 2196.79,1384.24 2196.84,1384.24 2196.89,1384.24 2196.99,1384.24 2197.09,1384.24 \n",
       "  2197.19,1384.24 2197.29,1384.24 2197.39,1384.24 2197.49,1384.24 2197.58,1384.24 2197.68,1384.24 2197.77,1384.24 2197.85,1384.24 2197.93,1384.24 2198.1,1384.24 \n",
       "  2198.26,1384.24 2198.59,1384.24 2198.88,1384.24 2199.18,1384.24 2199.47,1384.24 2199.77,1384.24 2200.06,1384.24 2200.36,1384.24 2200.95,1384.24 2201.48,1384.24 \n",
       "  2202,1384.24 2202.53,1384.24 2203.06,1384.24 2203.59,1384.24 2204.11,1384.24 2205.17,1384.24 2206.22,1384.24 2207.28,1384.24 2208.33,1384.24 2209.38,1384.24 \n",
       "  2210.44,1384.24 2211.49,1384.24 2213.6,1384.24 2215.47,1384.24 2217.35,1384.24 2219.22,1384.24 2221.09,1384.24 2222.96,1384.24 2224.83,1384.24 2226.71,1384.24 \n",
       "  2228.58,1384.24 2232.32,1384.24 2236.07,1384.24 2243.56,1384.24 2258.54,1384.24 2273.51,1384.24 2293.23,1384.24 \n",
       "  \"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plot(sol, :I)"
   ]
  }
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