Metavoxel GPU Validation 3.ipynb

       "  1866.33,1388.71 1867.24,1388.71 1868.16,1388.71 1869.08,1388.71 1870,1388.71 1870.92,1388.71 1871.83,1388.71 1872.75,1388.71 1873.67,1388.71 1874.59,1388.71 \n",
       "  1875.5,1388.71 1876.42,1388.71 1877.34,1388.71 1878.26,1388.71 1879.18,1388.71 1880.09,1388.71 1881.01,1388.71 1881.93,1388.71 1882.85,1388.71 1883.76,1388.71 \n",
       "  1884.68,1388.71 1885.6,1388.71 1886.52,1388.71 1887.44,1388.71 1888.35,1388.71 1889.27,1388.71 1890.19,1388.71 1891.11,1388.71 1892.02,1388.71 1892.94,1388.71 \n",
       "  1893.86,1388.71 1894.78,1388.71 1895.7,1388.71 1896.61,1388.71 1897.53,1388.71 1898.45,1388.71 1899.37,1388.71 1900.28,1388.71 1901.2,1388.71 1902.12,1388.71 \n",
       "  1903.04,1388.71 1903.96,1388.71 1904.87,1388.71 1905.79,1388.71 1906.71,1388.71 1907.63,1388.71 1908.54,1388.71 1909.46,1388.71 1910.38,1388.71 1911.3,1388.71 \n",
       "  1912.22,1388.71 1913.13,1388.71 1914.05,1388.71 1914.97,1388.71 1915.89,1388.71 1916.8,1388.71 1917.72,1388.71 1918.64,1388.71 1919.56,1388.71 1920.48,1388.71 \n",
       "  1921.39,1388.71 1922.31,1388.71 1923.23,1388.71 1924.15,1388.71 1925.06,1388.71 1925.98,1388.71 1926.9,1388.71 1927.82,1388.71 1928.74,1388.71 1929.65,1388.71 \n",
       "  1930.57,1388.71 1931.49,1388.71 1932.41,1388.71 1933.33,1388.71 1934.24,1388.71 1935.16,1388.71 1936.08,1388.71 1937,1388.71 1937.91,1388.71 1938.83,1388.71 \n",
       "  1939.75,1388.71 1940.67,1388.71 1941.59,1388.71 1942.5,1388.71 1943.42,1388.71 1944.34,1388.71 1945.26,1388.71 1946.17,1388.71 1947.09,1388.71 1948.01,1388.71 \n",
       "  1948.93,1388.71 1949.85,1388.71 1950.76,1388.71 1951.68,1388.71 1952.6,1388.71 1953.52,1388.71 1954.43,1388.71 1955.35,1388.71 1956.27,1388.71 1957.19,1388.71 \n",
       "  1958.11,1388.71 1959.02,1388.71 1959.94,1388.71 1960.86,1388.71 1961.78,1388.71 1962.69,1388.71 1963.61,1388.71 1964.53,1388.71 1965.45,1388.71 1966.37,1388.71 \n",
       "  1967.28,1388.71 1968.2,1388.71 1969.12,1388.71 1970.04,1388.71 1970.95,1388.71 1971.87,1388.71 1972.79,1388.71 1973.71,1388.71 1974.63,1388.71 1975.54,1388.71 \n",
       "  1976.46,1388.71 1977.38,1388.71 1978.3,1388.71 1979.21,1388.71 1980.13,1388.71 1981.05,1388.71 1981.97,1388.71 1982.89,1388.71 1983.8,1388.71 1984.72,1388.71 \n",
       "  1985.64,1388.71 1986.56,1388.71 1987.47,1388.71 1988.39,1388.71 1989.31,1388.71 1990.23,1388.71 1991.15,1388.71 1992.06,1388.71 1992.98,1388.71 1993.9,1388.71 \n",
       "  1994.82,1388.71 1995.73,1388.71 1996.65,1388.71 1997.57,1388.71 1998.49,1388.71 1999.41,1388.71 2000.32,1388.71 2001.24,1388.71 2002.16,1388.71 2003.08,1388.71 \n",
       "  2004,1388.71 2004.91,1388.71 2005.83,1388.71 2006.75,1388.71 2007.67,1388.71 2008.58,1388.71 2009.5,1388.71 2010.42,1388.71 2011.34,1388.71 2012.26,1388.71 \n",
       "  2013.17,1388.71 2014.09,1388.71 2015.01,1388.71 2015.93,1388.71 2016.84,1388.71 2017.76,1388.71 2018.68,1388.71 2019.6,1388.71 2020.52,1388.71 2021.43,1388.71 \n",
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       "  2150.84,1388.71 2151.76,1388.71 2152.68,1388.71 2153.6,1388.71 2154.51,1388.71 2155.43,1388.71 2156.35,1388.71 2157.27,1388.71 2158.18,1388.71 2159.1,1388.71 \n",
       "  2160.02,1388.71 2160.94,1388.71 2161.86,1388.71 2162.77,1388.71 2163.69,1388.71 2164.61,1388.71 2165.53,1388.71 2166.44,1388.71 2167.36,1388.71 2168.28,1388.71 \n",
       "  2169.2,1388.71 2170.12,1388.71 2171.03,1388.71 2171.95,1388.71 2172.87,1388.71 2173.79,1388.71 2174.7,1388.71 2175.62,1388.71 2176.54,1388.71 2177.46,1388.71 \n",
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       "  2224.27,1388.71 2225.18,1388.71 2226.1,1388.71 2227.02,1388.71 2227.94,1388.71 2228.85,1388.71 2229.77,1388.71 2230.69,1388.71 2231.61,1388.71 2232.53,1388.71 \n",
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     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "latticeSize=5\n",
    "setup=getSetup(latticeSize)\n",
    "numTimeSteps=2000\n",
    "displacements=[]\n",
    "save=true\n",
    "returnEvery=1\n",
    "runMetavoxelGPU!(setup,numTimeSteps,latticeSize,displacements,returnEvery,true)\n",
    "\n",
    "numTimeStepsRecorded=length(displacements)\n",
    "d=[]\n",
    "dFEA=[]\n",
    "j=length(displacements[end])\n",
    "step=1\n",
    "for i in 1:step:numTimeStepsRecorded\n",
    "    append!(d,displacements[i][j].y)\n",
    "    append!(dFEA,displacementFEA[j].y)\n",
    "end\n",
    "\n",
    "DDisplacements[latticeSize]=d*100\n",
    "DDisplacementsFEA[latticeSize]=dFEA*100\n",
    "\n",
    "E1=getYoungsModulus(latticeSize,5,displacementFEA,Load,topNodesIndices)/1000\n",
    "E2=getYoungsModulus(latticeSize,5,displacements[end],Load,topNodesIndices)/1000\n",
    "\n",
    "EsFEA[latticeSize]=E1\n",
    "Es[latticeSize]=E2\n",
    "\n",
    "print(\"EsFEA:\" )\n",
    "println(EsFEA)\n",
    "print(\"Es:\" )\n",
    "println(Es)\n",
    "\n",
    "println(\"FEA displacement= $(displacementFEA[j].y),converged displacement= $(displacements[numTimeStepsRecorded][j].y)\")\n",
    "plot(1:step:numTimeStepsRecorded,d*100,label=\"Dynamic\",xlabel=\"timestep\",ylabel=\"displacement\",title=\"$latticeSize Voxel Convergence Study\")\n",
    "plot!(1:step:numTimeStepsRecorded,dFEA*100,label=\"FEA\")\n",
    "# savefig(\"5_voxel_convergence\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
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       "  \"/>\n",
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       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;\" transform=\"rotate(0, 2045.56, 283.175)\" x=\"2045.56\" y=\"283.175\">Dyanmic</text>\n",
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       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;\" transform=\"rotate(0, 2045.56, 343.655)\" x=\"2045.56\" y=\"343.655\">FEA</text>\n",
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      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "n=[]\n",
    "nFEA=[]\n",
    "j=length(displacements[end])\n",
    "for i in 1:j\n",
    "    append!(n,displacements[end][i].y)\n",
    "    append!(nFEA,displacementFEA[i].y)\n",
    "end\n",
    "scatter(1:j,n,label=\"Dyanmic\",xlabel=\"Node ID\",ylabel=\"displacement\",title=\"Node Displacement\")\n",
    "scatter!(1:j,nFEA,label=\"FEA\")\n",
    "# savefig(\"node_displacement_one_voxel\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "ename": "UndefVarError",
     "evalue": "UndefVarError: E1 not defined",
     "output_type": "error",
     "traceback": [
      "UndefVarError: E1 not defined",
      "",
      "Stacktrace:",
      " [1] top-level scope at In[28]:15"
     ]
    }
   ],
   "source": [
    "function getYoungsModulus(latticeSize,voxelSize,disp,Load,topNodesIndices)\n",
    "    F=-Load\n",
    "    l0=voxelSize*sqrt(2)/100.0*latticeSize\n",
    "    A=(voxelSize*sqrt(2)/100.0)^2*latticeSize^2\n",
    "\n",
    "    δl1=-mean( x.y for x in disp[topNodesIndices])\n",
    "\n",
    "    stresses=F/A\n",
    "    strain=δl1/l0\n",
    "\n",
    "    E=stresses/strain *1e-9\n",
    "\n",
    "    return E\n",
    "end\n",
    "\n",
    "# F=-Load\n",
    "# l0=5*sqrt(2)/100.0*latticeSize\n",
    "# A=(5*sqrt(2)/100.0)^2*latticeSize^2\n",
    "\n",
    "# δl1=-mean( x.y for x in displacementFEA[topNodesIndices])\n",
    "# δl2=-mean( x.y for x in displacements[end][topNodesIndices])\n",
    "\n",
    "# stresses=F/A\n",
    "# strain1=δl1/l0\n",
    "# strain2=δl2/l0\n",
    "\n",
    "# # DDisplacements[latticeSize]=[displacements[end][end].y]\n",
    "# # DDisplacementsFEA[latticeSize]=[displacementFEA[end].y]\n",
    "\n",
    "# E1=getYoungsModulus(latticeSize,5,displacementFEA,Load,topNodesIndices)/1000\n",
    "# E2=getYoungsModulus(latticeSize,5,displacements[end],Load,topNodesIndices)/1000\n",
    "# EsFEA[latticeSize]=E1\n",
    "# Es[latticeSize]=E2\n",
    "\n",
    "println(\"E FEA= $E1,E dynamic= $E2\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Es1=[0.060884503402759034, 0.028613329550419765,0.04290673059936012,0.05720947849175027,0.07151182744350526 ]\n",
    "# Es2=[4.476556777767441   ,2.4245859780625727, 2.450108731865717,2.4714994633266203,2.464207835015529]\n",
    "\n",
    "# EsFEA=[9.777375254441967, 4.997590597979953, 7.496951555575914,9.995905987397883,12.494879504999625 ] #FEA\n",
    "# Es=[4.476556777767441   ,2.4245859780625727, 2.450108731865717,2.4714994633266203,2.464207835015529] #DYNAMIC"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
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       "  1877.56,265.675 2021.56,265.675 \n",
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       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;\" transform=\"rotate(0, 2045.56, 283.175)\" x=\"2045.56\" y=\"283.175\">Dyanmic</text>\n",
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       "  \"/>\n",
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       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;\" transform=\"rotate(0, 2045.56, 343.655)\" x=\"2045.56\" y=\"343.655\">FEA</text>\n",
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      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plot(1:5,Es,label=\"Dyanmic\",xlabel=\"lattice size\",ylabel=\"E\",title=\"Young's Modulus\")\n",
    "plot!(1:5,EsFEA,label=\"FEA\")\n",
    "scatter!(1:5,Es,color=\"black\",label=\"\")\n",
    "scatter!(1:5,EsFEA,color=\"black\",label=\"\")\n",
    "# savefig(\"youngs_modulus\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 885,
   "metadata": {},
   "outputs": [
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       "  545.643,262.519 546.538,262.31 547.432,261.96 548.327,261.486 549.221,260.9 550.116,260.217 551.011,259.451 551.905,258.616 552.8,257.724 553.694,256.788 \n",
       "  554.589,255.82 555.484,254.829 556.378,253.828 557.273,252.824 558.168,251.828 559.062,250.846 559.957,249.887 560.851,248.956 561.746,248.059 562.641,247.202 \n",
       "  563.535,246.387 564.43,245.618 565.324,244.899 566.219,244.231 567.114,243.616 568.008,243.054 568.903,242.547 569.797,242.093 570.692,241.692 571.587,241.343 \n",
       "  572.481,241.045 573.376,240.797 574.271,240.595 575.165,240.438 576.06,240.324 576.954,240.25 577.849,240.213 578.744,240.211 579.638,240.24 580.533,240.298 \n",
       "  581.427,240.382 582.322,240.488 583.217,240.615 584.111,240.759 585.006,240.918 585.9,241.089 586.795,241.269 587.69,241.456 588.584,241.649 589.479,241.845 \n",
       "  590.373,242.041 591.268,242.237 592.163,242.43 593.057,242.62 593.952,242.804 594.847,242.982 595.741,243.153 596.636,243.316 597.53,243.47 598.425,243.614 \n",
       "  599.32,243.748 600.214,243.872 601.109,243.986 602.003,244.089 602.898,244.182 603.793,244.264 604.687,244.336 605.582,244.397 606.476,244.449 607.371,244.492 \n",
       "  608.266,244.526 609.16,244.551 610.055,244.568 610.95,244.578 611.844,244.58 612.739,244.577 613.633,244.567 614.528,244.552 615.423,244.533 616.317,244.509 \n",
       "  617.212,244.482 618.106,244.452 619.001,244.419 619.896,244.384 620.79,244.348 621.685,244.311 622.579,244.272 623.474,244.234 624.369,244.195 625.263,244.157 \n",
       "  626.158,244.12 627.053,244.083 627.947,244.048 628.842,244.014 629.736,243.981 630.631,243.951 631.526,243.922 632.42,243.895 633.315,243.87 634.209,243.847 \n",
       "  635.104,243.826 635.999,243.807 636.893,243.79 637.788,243.775 638.682,243.762 639.577,243.752 640.472,243.743 641.366,243.735 642.261,243.73 643.156,243.726 \n",
       "  644.05,243.724 644.945,243.723 645.839,243.723 646.734,243.724 647.629,243.727 648.523,243.731 649.418,243.735 650.312,243.74 651.207,243.746 652.102,243.752 \n",
       "  652.996,243.759 653.891,243.766 654.785,243.773 655.68,243.78 656.575,243.788 657.469,243.796 658.364,243.803 659.258,243.81 660.153,243.818 661.048,243.825 \n",
       "  661.942,243.832 662.837,243.838 663.732,243.844 664.626,243.85 665.521,243.855 666.415,243.86 667.31,243.865 668.205,243.869 669.099,243.873 669.994,243.877 \n",
       "  670.888,243.88 671.783,243.882 672.678,243.885 673.572,243.886 674.467,243.888 675.361,243.889 676.256,243.89 677.151,243.891 678.045,243.891 678.94,243.891 \n",
       "  679.835,243.891 680.729,243.89 681.624,243.89 682.518,243.889 683.413,243.888 684.308,243.887 685.202,243.886 686.097,243.884 686.991,243.883 687.886,243.882 \n",
       "  688.781,243.88 689.675,243.879 690.57,243.877 691.464,243.876 692.359,243.874 693.254,243.873 694.148,243.871 695.043,243.87 695.938,243.869 696.832,243.867 \n",
       "  697.727,243.866 698.621,243.865 699.516,243.864 700.411,243.863 701.305,243.862 702.2,243.862 703.094,243.861 703.989,243.86 704.884,243.86 705.778,243.859 \n",
       "  706.673,243.859 707.567,243.859 708.462,243.858 709.357,243.858 710.251,243.858 711.146,243.858 712.041,243.858 712.935,243.858 713.83,243.858 714.724,243.858 \n",
       "  715.619,243.858 716.514,243.858 717.408,243.859 718.303,243.859 719.197,243.859 720.092,243.859 720.987,243.86 721.881,243.86 722.776,243.86 723.67,243.86 \n",
       "  724.565,243.861 725.46,243.861 726.354,243.861 727.249,243.862 728.143,243.862 729.038,243.862 729.933,243.862 730.827,243.863 731.722,243.863 732.617,243.863 \n",
       "  733.511,243.863 734.406,243.863 735.3,243.864 736.195,243.864 737.09,243.864 737.984,243.864 738.879,243.864 739.773,243.864 740.668,243.864 741.563,243.864 \n",
       "  742.457,243.864 743.352,243.864 744.246,243.864 745.141,243.864 746.036,243.864 746.93,243.864 747.825,243.864 748.72,243.864 749.614,243.864 750.509,243.864 \n",
       "  751.403,243.864 752.298,243.864 753.193,243.864 754.087,243.864 754.982,243.864 755.876,243.864 756.771,243.864 757.666,243.864 758.56,243.864 759.455,243.864 \n",
       "  760.349,243.864 761.244,243.864 762.139,243.864 763.033,243.863 763.928,243.863 764.823,243.863 765.717,243.863 766.612,243.863 767.506,243.863 768.401,243.863 \n",
       "  769.296,243.863 770.19,243.863 771.085,243.863 771.979,243.863 772.874,243.863 773.769,243.863 774.663,243.863 775.558,243.863 776.452,243.863 777.347,243.863 \n",
       "  778.242,243.863 779.136,243.863 780.031,243.863 780.926,243.863 781.82,243.863 782.715,243.863 783.609,243.863 784.504,243.863 785.399,243.863 786.293,243.863 \n",
       "  787.188,243.863 788.082,243.863 788.977,243.863 789.872,243.863 790.766,243.863 791.661,243.863 792.555,243.863 793.45,243.863 794.345,243.863 795.239,243.863 \n",
       "  796.134,243.863 797.028,243.863 797.923,243.863 798.818,243.863 799.712,243.863 800.607,243.863 801.502,243.863 802.396,243.863 803.291,243.863 804.185,243.863 \n",
       "  805.08,243.863 805.975,243.863 806.869,243.863 807.764,243.863 808.658,243.863 809.553,243.863 810.448,243.863 811.342,243.863 812.237,243.863 813.131,243.863 \n",
       "  814.026,243.863 814.921,243.863 815.815,243.863 816.71,243.863 817.605,243.863 818.499,243.863 819.394,243.863 820.288,243.863 821.183,243.863 822.078,243.863 \n",
       "  822.972,243.863 823.867,243.863 824.761,243.863 825.656,243.863 826.551,243.863 827.445,243.863 828.34,243.863 829.234,243.863 830.129,243.863 831.024,243.863 \n",
       "  831.918,243.863 832.813,243.863 833.708,243.863 834.602,243.863 835.497,243.863 836.391,243.863 837.286,243.863 838.181,243.863 839.075,243.863 839.97,243.863 \n",
       "  840.864,243.863 841.759,243.863 842.654,243.863 843.548,243.863 844.443,243.863 845.337,243.863 846.232,243.863 847.127,243.863 848.021,243.863 848.916,243.863 \n",
       "  849.81,243.863 850.705,243.863 851.6,243.863 852.494,243.863 853.389,243.863 854.284,243.863 855.178,243.863 856.073,243.863 856.967,243.863 857.862,243.863 \n",
       "  858.757,243.863 859.651,243.863 860.546,243.863 861.44,243.863 862.335,243.863 863.23,243.863 864.124,243.863 865.019,243.863 865.913,243.863 866.808,243.863 \n",
       "  867.703,243.863 868.597,243.863 869.492,243.863 870.387,243.863 871.281,243.863 872.176,243.863 873.07,243.863 873.965,243.863 874.86,243.863 875.754,243.863 \n",
       "  876.649,243.863 877.543,243.863 878.438,243.863 879.333,243.863 880.227,243.863 881.122,243.863 882.016,243.863 882.911,243.863 883.806,243.863 884.7,243.863 \n",
       "  885.595,243.863 886.49,243.863 887.384,243.863 888.279,243.863 889.173,243.863 890.068,243.863 890.963,243.863 891.857,243.863 892.752,243.863 893.646,243.863 \n",
       "  894.541,243.863 895.436,243.863 896.33,243.863 897.225,243.863 898.119,243.863 899.014,243.863 899.909,243.863 900.803,243.863 901.698,243.863 902.593,243.863 \n",
       "  903.487,243.863 904.382,243.863 905.276,243.863 906.171,243.863 907.066,243.863 907.96,243.863 908.855,243.863 909.749,243.863 910.644,243.863 911.539,243.863 \n",
       "  912.433,243.863 913.328,243.863 914.222,243.863 915.117,243.863 916.012,243.863 916.906,243.863 917.801,243.863 918.695,243.863 919.59,243.863 920.485,243.863 \n",
       "  921.379,243.863 922.274,243.863 923.169,243.863 924.063,243.863 924.958,243.863 925.852,243.863 926.747,243.863 927.642,243.863 928.536,243.863 929.431,243.863 \n",
       "  930.325,243.863 931.22,243.863 932.115,243.863 933.009,243.863 933.904,243.863 934.798,243.863 935.693,243.863 936.588,243.863 937.482,243.863 938.377,243.863 \n",
       "  939.272,243.863 940.166,243.863 941.061,243.863 941.955,243.863 942.85,243.863 943.745,243.863 944.639,243.863 945.534,243.863 946.428,243.863 947.323,243.863 \n",
       "  948.218,243.863 949.112,243.863 950.007,243.863 950.901,243.863 951.796,243.863 952.691,243.863 953.585,243.863 954.48,243.863 955.375,243.863 956.269,243.863 \n",
       "  957.164,243.863 958.058,243.863 958.953,243.863 959.848,243.863 960.742,243.863 961.637,243.863 962.531,243.863 963.426,243.863 964.321,243.863 965.215,243.863 \n",
       "  966.11,243.863 967.004,243.863 967.899,243.863 968.794,243.863 969.688,243.863 970.583,243.863 971.478,243.863 972.372,243.863 973.267,243.863 974.161,243.863 \n",
       "  975.056,243.863 975.951,243.863 976.845,243.863 977.74,243.863 978.634,243.863 979.529,243.863 980.424,243.863 981.318,243.863 982.213,243.863 983.107,243.863 \n",
       "  984.002,243.863 984.897,243.863 985.791,243.863 986.686,243.863 987.58,243.863 988.475,243.863 989.37,243.863 990.264,243.863 991.159,243.863 992.054,243.863 \n",
       "  992.948,243.863 993.843,243.863 994.737,243.863 995.632,243.863 996.527,243.863 997.421,243.863 998.316,243.863 999.21,243.863 1000.11,243.863 1001,243.863 \n",
       "  1001.89,243.863 1002.79,243.863 1003.68,243.863 1004.58,243.863 1005.47,243.863 1006.37,243.863 1007.26,243.863 1008.16,243.863 1009.05,243.863 1009.95,243.863 \n",
       "  1010.84,243.863 1011.73,243.863 1012.63,243.863 1013.52,243.863 1014.42,243.863 1015.31,243.863 1016.21,243.863 1017.1,243.863 1018,243.863 1018.89,243.863 \n",
       "  1019.79,243.863 1020.68,243.863 1021.58,243.863 1022.47,243.863 1023.36,243.863 1024.26,243.863 1025.15,243.863 1026.05,243.863 1026.94,243.863 1027.84,243.863 \n",
       "  1028.73,243.863 1029.63,243.863 1030.52,243.863 1031.42,243.863 1032.31,243.863 1033.21,243.863 1034.1,243.863 1034.99,243.863 1035.89,243.863 1036.78,243.863 \n",
       "  1037.68,243.863 1038.57,243.863 1039.47,243.863 1040.36,243.863 1041.26,243.863 1042.15,243.863 1043.05,243.863 1043.94,243.863 1044.84,243.863 1045.73,243.863 \n",
       "  1046.62,243.863 1047.52,243.863 1048.41,243.863 1049.31,243.863 1050.2,243.863 1051.1,243.863 1051.99,243.863 1052.89,243.863 1053.78,243.863 1054.68,243.863 \n",
       "  1055.57,243.863 1056.47,243.863 1057.36,243.863 1058.25,243.863 1059.15,243.863 1060.04,243.863 1060.94,243.863 1061.83,243.863 1062.73,243.863 1063.62,243.863 \n",
       "  1064.52,243.863 1065.41,243.863 1066.31,243.863 1067.2,243.863 1068.1,243.863 1068.99,243.863 1069.88,243.863 1070.78,243.863 1071.67,243.863 1072.57,243.863 \n",
       "  1073.46,243.863 1074.36,243.863 1075.25,243.863 1076.15,243.863 1077.04,243.863 1077.94,243.863 1078.83,243.863 1079.73,243.863 1080.62,243.863 1081.51,243.863 \n",
       "  1082.41,243.863 1083.3,243.863 1084.2,243.863 1085.09,243.863 1085.99,243.863 1086.88,243.863 1087.78,243.863 1088.67,243.863 1089.57,243.863 1090.46,243.863 \n",
       "  1091.36,243.863 1092.25,243.863 1093.14,243.863 1094.04,243.863 1094.93,243.863 1095.83,243.863 1096.72,243.863 1097.62,243.863 1098.51,243.863 1099.41,243.863 \n",
       "  1100.3,243.863 1101.2,243.863 1102.09,243.863 1102.99,243.863 1103.88,243.863 1104.77,243.863 1105.67,243.863 1106.56,243.863 1107.46,243.863 1108.35,243.863 \n",
       "  1109.25,243.863 1110.14,243.863 1111.04,243.863 1111.93,243.863 1112.83,243.863 1113.72,243.863 1114.62,243.863 1115.51,243.863 1116.4,243.863 1117.3,243.863 \n",
       "  1118.19,243.863 1119.09,243.863 1119.98,243.863 1120.88,243.863 1121.77,243.863 1122.67,243.863 1123.56,243.863 1124.46,243.863 1125.35,243.863 1126.25,243.863 \n",
       "  1127.14,243.863 1128.03,243.863 1128.93,243.863 1129.82,243.863 1130.72,243.863 1131.61,243.863 1132.51,243.863 1133.4,243.863 1134.3,243.863 1135.19,243.863 \n",
       "  1136.09,243.863 1136.98,243.863 1137.88,243.863 1138.77,243.863 1139.66,243.863 1140.56,243.863 1141.45,243.863 1142.35,243.863 1143.24,243.863 1144.14,243.863 \n",
       "  1145.03,243.863 1145.93,243.863 1146.82,243.863 1147.72,243.863 1148.61,243.863 1149.5,243.863 1150.4,243.863 1151.29,243.863 1152.19,243.863 1153.08,243.863 \n",
       "  1153.98,243.863 1154.87,243.863 1155.77,243.863 1156.66,243.863 1157.56,243.863 1158.45,243.863 1159.35,243.863 1160.24,243.863 1161.13,243.863 1162.03,243.863 \n",
       "  1162.92,243.863 1163.82,243.863 1164.71,243.863 1165.61,243.863 1166.5,243.863 1167.4,243.863 1168.29,243.863 1169.19,243.863 1170.08,243.863 1170.98,243.863 \n",
       "  1171.87,243.863 1172.76,243.863 1173.66,243.863 1174.55,243.863 1175.45,243.863 1176.34,243.863 1177.24,243.863 1178.13,243.863 1179.03,243.863 1179.92,243.863 \n",
       "  1180.82,243.863 1181.71,243.863 1182.61,243.863 1183.5,243.863 1184.39,243.863 1185.29,243.863 1186.18,243.863 1187.08,243.863 1187.97,243.863 1188.87,243.863 \n",
       "  1189.76,243.863 1190.66,243.863 1191.55,243.863 1192.45,243.863 1193.34,243.863 1194.24,243.863 1195.13,243.863 1196.02,243.863 1196.92,243.863 1197.81,243.863 \n",
       "  1198.71,243.863 1199.6,243.863 1200.5,243.863 1201.39,243.863 1202.29,243.863 1203.18,243.863 1204.08,243.863 1204.97,243.863 1205.87,243.863 1206.76,243.863 \n",
       "  1207.65,243.863 1208.55,243.863 1209.44,243.863 1210.34,243.863 1211.23,243.863 1212.13,243.863 1213.02,243.863 1213.92,243.863 1214.81,243.863 1215.71,243.863 \n",
       "  1216.6,243.863 1217.5,243.863 1218.39,243.863 1219.28,243.863 1220.18,243.863 1221.07,243.863 1221.97,243.863 1222.86,243.863 1223.76,243.863 1224.65,243.863 \n",
       "  1225.55,243.863 1226.44,243.863 1227.34,243.863 1228.23,243.863 1229.13,243.863 1230.02,243.863 1230.91,243.863 1231.81,243.863 1232.7,243.863 1233.6,243.863 \n",
       "  1234.49,243.863 1235.39,243.863 1236.28,243.863 1237.18,243.863 1238.07,243.863 1238.97,243.863 1239.86,243.863 1240.76,243.863 1241.65,243.863 1242.54,243.863 \n",
       "  1243.44,243.863 1244.33,243.863 1245.23,243.863 1246.12,243.863 1247.02,243.863 1247.91,243.863 1248.81,243.863 1249.7,243.863 1250.6,243.863 1251.49,243.863 \n",
       "  1252.39,243.863 1253.28,243.863 1254.17,243.863 1255.07,243.863 1255.96,243.863 1256.86,243.863 1257.75,243.863 1258.65,243.863 1259.54,243.863 1260.44,243.863 \n",
       "  1261.33,243.863 1262.23,243.863 1263.12,243.863 1264.02,243.863 1264.91,243.863 1265.8,243.863 1266.7,243.863 1267.59,243.863 1268.49,243.863 1269.38,243.863 \n",
       "  1270.28,243.863 1271.17,243.863 1272.07,243.863 1272.96,243.863 1273.86,243.863 1274.75,243.863 1275.65,243.863 1276.54,243.863 1277.43,243.863 1278.33,243.863 \n",
       "  1279.22,243.863 1280.12,243.863 1281.01,243.863 1281.91,243.863 1282.8,243.863 1283.7,243.863 1284.59,243.863 1285.49,243.863 1286.38,243.863 1287.27,243.863 \n",
       "  1288.17,243.863 1289.06,243.863 1289.96,243.863 1290.85,243.863 1291.75,243.863 1292.64,243.863 1293.54,243.863 1294.43,243.863 1295.33,243.863 1296.22,243.863 \n",
       "  1297.12,243.863 1298.01,243.863 1298.9,243.863 1299.8,243.863 1300.69,243.863 1301.59,243.863 1302.48,243.863 1303.38,243.863 1304.27,243.863 1305.17,243.863 \n",
       "  1306.06,243.863 1306.96,243.863 1307.85,243.863 1308.75,243.863 1309.64,243.863 1310.53,243.863 1311.43,243.863 1312.32,243.863 1313.22,243.863 1314.11,243.863 \n",
       "  1315.01,243.863 1315.9,243.863 1316.8,243.863 1317.69,243.863 1318.59,243.863 1319.48,243.863 1320.38,243.863 1321.27,243.863 1322.16,243.863 1323.06,243.863 \n",
       "  1323.95,243.863 1324.85,243.863 1325.74,243.863 1326.64,243.863 1327.53,243.863 1328.43,243.863 1329.32,243.863 1330.22,243.863 1331.11,243.863 1332.01,243.863 \n",
       "  1332.9,243.863 1333.79,243.863 1334.69,243.863 1335.58,243.863 1336.48,243.863 1337.37,243.863 1338.27,243.863 1339.16,243.863 1340.06,243.863 1340.95,243.863 \n",
       "  1341.85,243.863 1342.74,243.863 1343.64,243.863 1344.53,243.863 1345.42,243.863 1346.32,243.863 1347.21,243.863 1348.11,243.863 1349,243.863 1349.9,243.863 \n",
       "  1350.79,243.863 1351.69,243.863 1352.58,243.863 1353.48,243.863 1354.37,243.863 1355.27,243.863 1356.16,243.863 1357.05,243.863 1357.95,243.863 1358.84,243.863 \n",
       "  1359.74,243.863 1360.63,243.863 1361.53,243.863 1362.42,243.863 1363.32,243.863 1364.21,243.863 1365.11,243.863 1366,243.863 1366.9,243.863 1367.79,243.863 \n",
       "  1368.68,243.863 1369.58,243.863 1370.47,243.863 1371.37,243.863 1372.26,243.863 1373.16,243.863 1374.05,243.863 1374.95,243.863 1375.84,243.863 1376.74,243.863 \n",
       "  1377.63,243.863 1378.53,243.863 1379.42,243.863 1380.31,243.863 1381.21,243.863 1382.1,243.863 1383,243.863 1383.89,243.863 1384.79,243.863 1385.68,243.863 \n",
       "  1386.58,243.863 1387.47,243.863 1388.37,243.863 1389.26,243.863 1390.16,243.863 1391.05,243.863 1391.94,243.863 1392.84,243.863 1393.73,243.863 1394.63,243.863 \n",
       "  1395.52,243.863 1396.42,243.863 1397.31,243.863 1398.21,243.863 1399.1,243.863 1400,243.863 1400.89,243.863 1401.79,243.863 1402.68,243.863 1403.57,243.863 \n",
       "  1404.47,243.863 1405.36,243.863 1406.26,243.863 1407.15,243.863 1408.05,243.863 1408.94,243.863 1409.84,243.863 1410.73,243.863 1411.63,243.863 1412.52,243.863 \n",
       "  1413.42,243.863 1414.31,243.863 1415.2,243.863 1416.1,243.863 1416.99,243.863 1417.89,243.863 1418.78,243.863 1419.68,243.863 1420.57,243.863 1421.47,243.863 \n",
       "  1422.36,243.863 1423.26,243.863 1424.15,243.863 1425.04,243.863 1425.94,243.863 1426.83,243.863 1427.73,243.863 1428.62,243.863 1429.52,243.863 1430.41,243.863 \n",
       "  1431.31,243.863 1432.2,243.863 1433.1,243.863 1433.99,243.863 1434.89,243.863 1435.78,243.863 1436.67,243.863 1437.57,243.863 1438.46,243.863 1439.36,243.863 \n",
       "  1440.25,243.863 1441.15,243.863 1442.04,243.863 1442.94,243.863 1443.83,243.863 1444.73,243.863 1445.62,243.863 1446.52,243.863 1447.41,243.863 1448.3,243.863 \n",
       "  1449.2,243.863 1450.09,243.863 1450.99,243.863 1451.88,243.863 1452.78,243.863 1453.67,243.863 1454.57,243.863 1455.46,243.863 1456.36,243.863 1457.25,243.863 \n",
       "  1458.15,243.863 1459.04,243.863 1459.93,243.863 1460.83,243.863 1461.72,243.863 1462.62,243.863 1463.51,243.863 1464.41,243.863 1465.3,243.863 1466.2,243.863 \n",
       "  1467.09,243.863 1467.99,243.863 1468.88,243.863 1469.78,243.863 1470.67,243.863 1471.56,243.863 1472.46,243.863 1473.35,243.863 1474.25,243.863 1475.14,243.863 \n",
       "  1476.04,243.863 1476.93,243.863 1477.83,243.863 1478.72,243.863 1479.62,243.863 1480.51,243.863 1481.41,243.863 1482.3,243.863 1483.19,243.863 1484.09,243.863 \n",
       "  1484.98,243.863 1485.88,243.863 1486.77,243.863 1487.67,243.863 1488.56,243.863 1489.46,243.863 1490.35,243.863 1491.25,243.863 1492.14,243.863 1493.04,243.863 \n",
       "  1493.93,243.863 1494.82,243.863 1495.72,243.863 1496.61,243.863 1497.51,243.863 1498.4,243.863 1499.3,243.863 1500.19,243.863 1501.09,243.863 1501.98,243.863 \n",
       "  1502.88,243.863 1503.77,243.863 1504.67,243.863 1505.56,243.863 1506.45,243.863 1507.35,243.863 1508.24,243.863 1509.14,243.863 1510.03,243.863 1510.93,243.863 \n",
       "  1511.82,243.863 1512.72,243.863 1513.61,243.863 1514.51,243.863 1515.4,243.863 1516.3,243.863 1517.19,243.863 1518.08,243.863 1518.98,243.863 1519.87,243.863 \n",
       "  1520.77,243.863 1521.66,243.863 1522.56,243.863 1523.45,243.863 1524.35,243.863 1525.24,243.863 1526.14,243.863 1527.03,243.863 1527.93,243.863 1528.82,243.863 \n",
       "  1529.71,243.863 1530.61,243.863 1531.5,243.863 1532.4,243.863 1533.29,243.863 1534.19,243.863 1535.08,243.863 1535.98,243.863 1536.87,243.863 1537.77,243.863 \n",
       "  1538.66,243.863 1539.56,243.863 1540.45,243.863 1541.34,243.863 1542.24,243.863 1543.13,243.863 1544.03,243.863 1544.92,243.863 1545.82,243.863 1546.71,243.863 \n",
       "  1547.61,243.863 1548.5,243.863 1549.4,243.863 1550.29,243.863 1551.19,243.863 1552.08,243.863 1552.97,243.863 1553.87,243.863 1554.76,243.863 1555.66,243.863 \n",
       "  1556.55,243.863 1557.45,243.863 1558.34,243.863 1559.24,243.863 1560.13,243.863 1561.03,243.863 1561.92,243.863 1562.81,243.863 1563.71,243.863 1564.6,243.863 \n",
       "  1565.5,243.863 1566.39,243.863 1567.29,243.863 1568.18,243.863 1569.08,243.863 1569.97,243.863 1570.87,243.863 1571.76,243.863 1572.66,243.863 1573.55,243.863 \n",
       "  1574.44,243.863 1575.34,243.863 1576.23,243.863 1577.13,243.863 1578.02,243.863 1578.92,243.863 1579.81,243.863 1580.71,243.863 1581.6,243.863 1582.5,243.863 \n",
       "  1583.39,243.863 1584.29,243.863 1585.18,243.863 1586.07,243.863 1586.97,243.863 1587.86,243.863 1588.76,243.863 1589.65,243.863 1590.55,243.863 1591.44,243.863 \n",
       "  1592.34,243.863 1593.23,243.863 1594.13,243.863 1595.02,243.863 1595.92,243.863 1596.81,243.863 1597.7,243.863 1598.6,243.863 1599.49,243.863 1600.39,243.863 \n",
       "  1601.28,243.863 1602.18,243.863 1603.07,243.863 1603.97,243.863 1604.86,243.863 1605.76,243.863 1606.65,243.863 1607.55,243.863 1608.44,243.863 1609.33,243.863 \n",
       "  1610.23,243.863 1611.12,243.863 1612.02,243.863 1612.91,243.863 1613.81,243.863 1614.7,243.863 1615.6,243.863 1616.49,243.863 1617.39,243.863 1618.28,243.863 \n",
       "  1619.18,243.863 1620.07,243.863 1620.96,243.863 1621.86,243.863 1622.75,243.863 1623.65,243.863 1624.54,243.863 1625.44,243.863 1626.33,243.863 1627.23,243.863 \n",
       "  1628.12,243.863 1629.02,243.863 1629.91,243.863 1630.81,243.863 1631.7,243.863 1632.59,243.863 1633.49,243.863 1634.38,243.863 1635.28,243.863 1636.17,243.863 \n",
       "  1637.07,243.863 1637.96,243.863 1638.86,243.863 1639.75,243.863 1640.65,243.863 1641.54,243.863 1642.44,243.863 1643.33,243.863 1644.22,243.863 1645.12,243.863 \n",
       "  1646.01,243.863 1646.91,243.863 1647.8,243.863 1648.7,243.863 1649.59,243.863 1650.49,243.863 1651.38,243.863 1652.28,243.863 1653.17,243.863 1654.07,243.863 \n",
       "  1654.96,243.863 1655.85,243.863 1656.75,243.863 1657.64,243.863 1658.54,243.863 1659.43,243.863 1660.33,243.863 1661.22,243.863 1662.12,243.863 1663.01,243.863 \n",
       "  1663.91,243.863 1664.8,243.863 1665.7,243.863 1666.59,243.863 1667.48,243.863 1668.38,243.863 1669.27,243.863 1670.17,243.863 1671.06,243.863 1671.96,243.863 \n",
       "  1672.85,243.863 1673.75,243.863 1674.64,243.863 1675.54,243.863 1676.43,243.863 1677.33,243.863 1678.22,243.863 1679.11,243.863 1680.01,243.863 1680.9,243.863 \n",
       "  1681.8,243.863 1682.69,243.863 1683.59,243.863 1684.48,243.863 1685.38,243.863 1686.27,243.863 1687.17,243.863 1688.06,243.863 1688.96,243.863 1689.85,243.863 \n",
       "  1690.74,243.863 1691.64,243.863 1692.53,243.863 1693.43,243.863 1694.32,243.863 1695.22,243.863 1696.11,243.863 1697.01,243.863 1697.9,243.863 1698.8,243.863 \n",
       "  1699.69,243.863 1700.58,243.863 1701.48,243.863 1702.37,243.863 1703.27,243.863 1704.16,243.863 1705.06,243.863 1705.95,243.863 1706.85,243.863 1707.74,243.863 \n",
       "  1708.64,243.863 1709.53,243.863 1710.43,243.863 1711.32,243.863 1712.21,243.863 1713.11,243.863 1714,243.863 1714.9,243.863 1715.79,243.863 1716.69,243.863 \n",
       "  1717.58,243.863 1718.48,243.863 1719.37,243.863 1720.27,243.863 1721.16,243.863 1722.06,243.863 1722.95,243.863 1723.84,243.863 1724.74,243.863 1725.63,243.863 \n",
       "  1726.53,243.863 1727.42,243.863 1728.32,243.863 1729.21,243.863 1730.11,243.863 1731,243.863 1731.9,243.863 1732.79,243.863 1733.69,243.863 1734.58,243.863 \n",
       "  1735.47,243.863 1736.37,243.863 1737.26,243.863 1738.16,243.863 1739.05,243.863 1739.95,243.863 1740.84,243.863 1741.74,243.863 1742.63,243.863 1743.53,243.863 \n",
       "  1744.42,243.863 1745.32,243.863 1746.21,243.863 1747.1,243.863 1748,243.863 1748.89,243.863 1749.79,243.863 1750.68,243.863 1751.58,243.863 1752.47,243.863 \n",
       "  1753.37,243.863 1754.26,243.863 1755.16,243.863 1756.05,243.863 1756.95,243.863 1757.84,243.863 1758.73,243.863 1759.63,243.863 1760.52,243.863 1761.42,243.863 \n",
       "  1762.31,243.863 1763.21,243.863 1764.1,243.863 1765,243.863 1765.89,243.863 1766.79,243.863 1767.68,243.863 1768.58,243.863 1769.47,243.863 1770.36,243.863 \n",
       "  1771.26,243.863 1772.15,243.863 1773.05,243.863 1773.94,243.863 1774.84,243.863 1775.73,243.863 1776.63,243.863 1777.52,243.863 1778.42,243.863 1779.31,243.863 \n",
       "  1780.21,243.863 1781.1,243.863 1781.99,243.863 1782.89,243.863 1783.78,243.863 1784.68,243.863 1785.57,243.863 1786.47,243.863 1787.36,243.863 1788.26,243.863 \n",
       "  1789.15,243.863 1790.05,243.863 1790.94,243.863 1791.84,243.863 1792.73,243.863 1793.62,243.863 1794.52,243.863 1795.41,243.863 1796.31,243.863 1797.2,243.863 \n",
       "  1798.1,243.863 1798.99,243.863 1799.89,243.863 1800.78,243.863 1801.68,243.863 1802.57,243.863 1803.47,243.863 1804.36,243.863 1805.25,243.863 1806.15,243.863 \n",
       "  1807.04,243.863 1807.94,243.863 1808.83,243.863 1809.73,243.863 1810.62,243.863 1811.52,243.863 1812.41,243.863 1813.31,243.863 1814.2,243.863 1815.1,243.863 \n",
       "  1815.99,243.863 1816.88,243.863 1817.78,243.863 1818.67,243.863 1819.57,243.863 1820.46,243.863 1821.36,243.863 1822.25,243.863 1823.15,243.863 1824.04,243.863 \n",
       "  1824.94,243.863 1825.83,243.863 1826.73,243.863 1827.62,243.863 1828.51,243.863 1829.41,243.863 1830.3,243.863 1831.2,243.863 1832.09,243.863 1832.99,243.863 \n",
       "  1833.88,243.863 1834.78,243.863 1835.67,243.863 1836.57,243.863 1837.46,243.863 1838.35,243.863 1839.25,243.863 1840.14,243.863 1841.04,243.863 1841.93,243.863 \n",
       "  1842.83,243.863 1843.72,243.863 1844.62,243.863 1845.51,243.863 1846.41,243.863 1847.3,243.863 1848.2,243.863 1849.09,243.863 1849.98,243.863 1850.88,243.863 \n",
       "  1851.77,243.863 1852.67,243.863 1853.56,243.863 1854.46,243.863 1855.35,243.863 1856.25,243.863 1857.14,243.863 1858.04,243.863 1858.93,243.863 1859.83,243.863 \n",
       "  1860.72,243.863 1861.61,243.863 1862.51,243.863 1863.4,243.863 1864.3,243.863 1865.19,243.863 1866.09,243.863 1866.98,243.863 1867.88,243.863 1868.77,243.863 \n",
       "  1869.67,243.863 1870.56,243.863 1871.46,243.863 1872.35,243.863 1873.24,243.863 1874.14,243.863 1875.03,243.863 1875.93,243.863 1876.82,243.863 1877.72,243.863 \n",
       "  1878.61,243.863 1879.51,243.863 1880.4,243.863 1881.3,243.863 1882.19,243.863 1883.09,243.863 1883.98,243.863 1884.87,243.863 1885.77,243.863 1886.66,243.863 \n",
       "  1887.56,243.863 1888.45,243.863 1889.35,243.863 1890.24,243.863 1891.14,243.863 1892.03,243.863 1892.93,243.863 1893.82,243.863 1894.72,243.863 1895.61,243.863 \n",
       "  1896.5,243.863 1897.4,243.863 1898.29,243.863 1899.19,243.863 1900.08,243.863 1900.98,243.863 1901.87,243.863 1902.77,243.863 1903.66,243.863 1904.56,243.863 \n",
       "  1905.45,243.863 1906.35,243.863 1907.24,243.863 1908.13,243.863 1909.03,243.863 1909.92,243.863 1910.82,243.863 1911.71,243.863 1912.61,243.863 1913.5,243.863 \n",
       "  1914.4,243.863 1915.29,243.863 1916.19,243.863 1917.08,243.863 1917.98,243.863 1918.87,243.863 1919.76,243.863 1920.66,243.863 1921.55,243.863 1922.45,243.863 \n",
       "  1923.34,243.863 1924.24,243.863 1925.13,243.863 1926.03,243.863 1926.92,243.863 1927.82,243.863 1928.71,243.863 1929.61,243.863 1930.5,243.863 1931.39,243.863 \n",
       "  1932.29,243.863 1933.18,243.863 1934.08,243.863 1934.97,243.863 1935.87,243.863 1936.76,243.863 1937.66,243.863 1938.55,243.863 1939.45,243.863 1940.34,243.863 \n",
       "  1941.24,243.863 1942.13,243.863 1943.02,243.863 1943.92,243.863 1944.81,243.863 1945.71,243.863 1946.6,243.863 1947.5,243.863 1948.39,243.863 1949.29,243.863 \n",
       "  1950.18,243.863 1951.08,243.863 1951.97,243.863 1952.87,243.863 1953.76,243.863 1954.65,243.863 1955.55,243.863 1956.44,243.863 1957.34,243.863 1958.23,243.863 \n",
       "  1959.13,243.863 1960.02,243.863 1960.92,243.863 1961.81,243.863 1962.71,243.863 1963.6,243.863 1964.5,243.863 1965.39,243.863 1966.28,243.863 1967.18,243.863 \n",
       "  1968.07,243.863 1968.97,243.863 1969.86,243.863 1970.76,243.863 1971.65,243.863 1972.55,243.863 1973.44,243.863 1974.34,243.863 1975.23,243.863 1976.12,243.863 \n",
       "  1977.02,243.863 1977.91,243.863 1978.81,243.864 1979.7,243.864 1980.6,243.864 1981.49,243.864 1982.39,243.864 1983.28,243.864 1984.18,243.864 1985.07,243.864 \n",
       "  1985.97,243.864 1986.86,243.864 1987.75,243.864 1988.65,243.864 1989.54,243.864 1990.44,243.864 1991.33,243.864 1992.23,243.864 1993.12,243.864 1994.02,243.864 \n",
       "  1994.91,243.864 1995.81,243.864 1996.7,243.864 1997.6,243.864 1998.49,243.864 1999.38,243.864 2000.28,243.864 2001.17,243.864 2002.07,243.864 2002.96,243.864 \n",
       "  2003.86,243.864 2004.75,243.864 2005.65,243.864 2006.54,243.864 2007.44,243.864 2008.33,243.864 2009.23,243.864 2010.12,243.864 2011.01,243.864 2011.91,243.864 \n",
       "  2012.8,243.864 2013.7,243.864 2014.59,243.864 2015.49,243.864 2016.38,243.864 2017.28,243.864 2018.17,243.864 2019.07,243.864 2019.96,243.864 2020.86,243.864 \n",
       "  2021.75,243.864 2022.64,243.864 2023.54,243.864 2024.43,243.864 2025.33,243.864 2026.22,243.864 2027.12,243.864 2028.01,243.864 2028.91,243.864 2029.8,243.864 \n",
       "  2030.7,243.864 2031.59,243.864 2032.49,243.864 2033.38,243.864 2034.27,243.864 2035.17,243.864 2036.06,243.864 2036.96,243.864 2037.85,243.864 2038.75,243.864 \n",
       "  2039.64,243.864 2040.54,243.864 2041.43,243.864 2042.33,243.864 2043.22,243.864 2044.12,243.864 2045.01,243.864 2045.9,243.864 2046.8,243.864 2047.69,243.864 \n",
       "  2048.59,243.864 2049.48,243.864 2050.38,243.864 2051.27,243.864 2052.17,243.864 2053.06,243.864 2053.96,243.864 2054.85,243.864 2055.75,243.864 2056.64,243.864 \n",
       "  2057.53,243.864 2058.43,243.864 2059.32,243.864 2060.22,243.864 2061.11,243.864 2062.01,243.864 2062.9,243.864 2063.8,243.864 2064.69,243.864 2065.59,243.864 \n",
       "  2066.48,243.864 2067.38,243.864 2068.27,243.864 2069.16,243.864 2070.06,243.864 2070.95,243.864 2071.85,243.864 2072.74,243.864 2073.64,243.864 2074.53,243.864 \n",
       "  2075.43,243.864 2076.32,243.864 2077.22,243.864 2078.11,243.864 2079.01,243.864 2079.9,243.864 2080.79,243.864 2081.69,243.864 2082.58,243.864 2083.48,243.864 \n",
       "  2084.37,243.864 2085.27,243.864 2086.16,243.864 2087.06,243.864 2087.95,243.864 2088.85,243.864 2089.74,243.864 2090.64,243.864 2091.53,243.864 2092.42,243.864 \n",
       "  2093.32,243.864 2094.21,243.864 2095.11,243.864 2096,243.864 2096.9,243.864 2097.79,243.864 2098.69,243.864 2099.58,243.864 2100.48,243.864 2101.37,243.864 \n",
       "  2102.27,243.864 2103.16,243.864 2104.05,243.864 2104.95,243.864 2105.84,243.864 2106.74,243.864 2107.63,243.864 2108.53,243.864 2109.42,243.864 2110.32,243.864 \n",
       "  2111.21,243.864 2112.11,243.864 2113,243.864 2113.89,243.864 2114.79,243.864 2115.68,243.864 2116.58,243.864 2117.47,243.864 2118.37,243.864 2119.26,243.864 \n",
       "  2120.16,243.864 2121.05,243.864 2121.95,243.864 2122.84,243.864 2123.74,243.864 2124.63,243.864 2125.52,243.864 2126.42,243.864 2127.31,243.864 2128.21,243.864 \n",
       "  2129.1,243.864 2130,243.864 2130.89,243.864 2131.79,243.864 2132.68,243.864 2133.58,243.864 2134.47,243.864 2135.37,243.864 2136.26,243.864 2137.15,243.864 \n",
       "  2138.05,243.864 2138.94,243.864 2139.84,243.864 2140.73,243.864 2141.63,243.864 2142.52,243.864 2143.42,243.864 2144.31,243.864 2145.21,243.864 2146.1,243.864 \n",
       "  2147,243.864 2147.89,243.864 2148.78,243.864 2149.68,243.864 2150.57,243.864 2151.47,243.864 2152.36,243.864 2153.26,243.864 2154.15,243.864 2155.05,243.864 \n",
       "  2155.94,243.864 2156.84,243.864 2157.73,243.864 2158.63,243.864 2159.52,243.864 2160.41,243.864 2161.31,243.864 2162.2,243.864 2163.1,243.864 2163.99,243.864 \n",
       "  2164.89,243.864 2165.78,243.864 2166.68,243.864 2167.57,243.864 2168.47,243.864 2169.36,243.864 2170.26,243.864 2171.15,243.864 2172.04,243.864 2172.94,243.864 \n",
       "  2173.83,243.864 2174.73,243.864 2175.62,243.864 2176.52,243.864 2177.41,243.864 2178.31,243.864 2179.2,243.864 2180.1,243.864 2180.99,243.864 2181.89,243.864 \n",
       "  2182.78,243.864 2183.67,243.864 2184.57,243.864 2185.46,243.864 2186.36,243.864 2187.25,243.864 2188.15,243.864 2189.04,243.864 2189.94,243.864 2190.83,243.864 \n",
       "  2191.73,243.864 2192.62,243.864 2193.52,243.864 2194.41,243.864 2195.3,243.864 2196.2,243.864 2197.09,243.864 2197.99,243.864 2198.88,243.864 2199.78,243.864 \n",
       "  2200.67,243.864 2201.57,243.864 2202.46,243.864 2203.36,243.864 2204.25,243.864 2205.15,243.864 2206.04,243.864 2206.93,243.864 2207.83,243.864 2208.72,243.864 \n",
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