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Christoph Freysoldt
BigmaxSummerSchool-Tutorials
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70582a56
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70582a56
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3 years ago
by
Christoph Freysoldt
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data files for neural network tutorial
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Data_base.csv
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Data_base.csv
Tutorial_NN.ipynb
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70582a56
alloy,Fe,Ni,Co,Cr,V,Cu,VEC,AR1,AR2,PE,Density,TC,MP,FI,SI,TI,M,TEC,total ,range(oC),features,Fe.1,Ni.1,Co.1,Cr.1,V.1,Cu.1,Unnamed: 28,Unnamed: 29,Unnamed: 30,Unnamed: 31,Unnamed: 32,Unnamed: 33,Unnamed: 34,Unnamed: 35,Unnamed: 36,Unnamed: 37,Unnamed: 38,Unnamed: 39,Unnamed: 40,Unnamed: 41,Unnamed: 42
Fe-Ni,1,0,0,0,0,0,8,140,124,1.83,7874,80,1181,762.47,1562.98,2957.4,2.22,11.92,1,30-100,VEC,8,10,9,6,5,11,,,,,,,,,,,,,,,
,0.95,0.05,0,0,0,0,8.1,139.75,124.05,1.834,7925.7,80.55,1208.35,761.2035,1572.4825,2979.28,2.139,11.17,1,30-100,Atomic radius(empirical)(pm),140,135,135,140,135,135,,,,,,,,,,,,,,,
,0.9,0.1,0,0,0,0,8.2,139.5,124.1,1.838,7977.4,81.1,1235.7,759.937,1581.985,3001.16,2.058,10.82,1,30-100,Atomic radius(Inoun)(pm),124,125,125,125,132,128,,,,,,,,,,,,,,,
,0.85,0.15,0,0,0,0,8.3,139.25,124.15,1.842,8029.1,81.65,1263.05,758.6705,1591.4875,3023.04,1.977,9.91,1,30-100,Pauling electronegativity,1.83,1.91,1.88,1.66,1.63,1.9,,,,,,,,,,,,,,,
,0.8,0.2,0,0,0,0,8.4,139,124.2,1.846,8080.8,82.2,1290.4,757.404,1600.99,3044.92,1.896,11.09,1,30-100,density(kg m-3),7874,8908,8900,7140,6110,8920,,,,,,,,,,,,,,,
,0.75,0.25,0,0,0,0,8.5,138.75,124.25,1.85,8132.5,82.75,1317.75,756.1375,1610.4925,3066.8,1.815,13.6,1,30-100,Thermal conductivity(W m-1 K-1),80,91,100,94,30.7,400,,,,,,,,,,,,,,,
,0.7,0.3,0,0,0,0,8.6,138.5,124.3,1.854,8184.2,83.3,1345.1,754.871,1619.995,3088.68,1.734,12.1,1,30-100,Melting point(K),1181,1728,1768,2180,2183,1357.77,,,,,,,,,,,,,,,
,0.67,0.33,0,0,0,0,8.66,138.35,124.33,1.8564,8215.22,83.63,1361.51,754.1111,1625.6965,3101.808,1.6854,3.5,1,30-100,First ionisation energy(kJ mol-1),762.47,737.14,760.4,652.87,650.91,745.78,,,,,,,,,,,,,,,
,0.64,0.36,0,0,0,0,8.72,138.2,124.36,1.8588,8246.24,83.96,1377.92,753.3512,1631.398,3114.936,1.6368,1.34,1,30-100,second ionisation energy(kJ mol-1),1562.98,1753.03,1648.39,1590.69,1412,1957.92,,,,,,,,,,,,,,,
,0.635,0.365,0,0,0,0,8.73,138.175,124.365,1.8592,8251.41,84.015,1380.655,753.2246,1632.3483,3117.124,1.6287,1.3,1,30-100,third ionisation energy(kJ mol-1),2957.4,3395,3232.3,2987.1,2828.09,3554.6,,,,,,,,,,,,,,,
,0.63,0.37,0,0,0,0,8.74,138.15,124.37,1.8596,8256.58,84.07,1383.39,753.0979,1633.2985,3119.312,1.6206,1.5,1,30-100,net magnetic moments/atom,2.22,0.6,1.72,-0.6,0,0,,,,,,,,,,,,,,,
,0.6,0.4,0,0,0,0,8.8,138,124.4,1.862,8287.6,84.4,1399.8,752.338,1639,3132.44,1.572,4.07,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.55,0.45,0,0,0,0,8.9,137.75,124.45,1.866,8339.3,84.95,1427.15,751.0715,1648.5025,3154.32,1.491,7.11,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.5,0.5,0,0,0,0,9,137.5,124.5,1.87,8391,85.5,1454.5,749.805,1658.005,3176.2,1.41,9.68,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.4,0.6,0,0,0,0,9.2,137,124.6,1.878,8494.4,86.6,1509.2,747.272,1677.01,3219.96,1.248,11.28,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.3,0.7,0,0,0,0,9.4,136.5,124.7,1.886,8597.8,87.7,1563.9,744.739,1696.015,3263.72,1.086,12.24,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.2,0.8,0,0,0,0,9.6,136,124.8,1.894,8701.2,88.8,1618.6,742.206,1715.02,3307.48,0.924,12.27,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.1,0.9,0,0,0,0,9.8,135.5,124.9,1.902,8804.6,89.9,1673.3,739.673,1734.025,3351.24,0.762,12.89,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0,1,0,0,0,0,10,135,125,1.91,8908,91,1728,737.14,1753.03,3395,0.6,12.76,1,30-100,,,,,,,,,,,,,,,,,,,,,,
Fe-Co,0.91,0,0.09,0,0,0,8.09,139.55,124.09,1.8345,7966.34,81.8,1233.83,762.2837,1570.6669,2982.141,2.175,11.16,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.802,0,0.198,0,0,0,8.198,139.01,124.198,1.8399,8077.148,83.96,1297.226,762.0601,1579.8912,3011.8302,2.121,10.09,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.703,0,0.297,0,0,0,8.297,138.515,124.297,1.8449,8178.722,85.94,1355.339,761.8552,1588.3468,3039.0453,2.0715,9.71,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.654,0,0.346,0,0,0,8.346,138.27,124.346,1.8473,8228.996,86.92,1384.102,761.7538,1592.5319,3052.5154,2.047,9.75,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.604,0,0.396,0,0,0,8.396,138.02,124.396,1.8498,8280.296,87.92,1413.452,761.6503,1596.8024,3066.2604,2.022,9.58,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.506,0,0.494,0,0,0,8.494,137.53,124.494,1.8547,8380.844,89.88,1470.978,761.4474,1605.1725,3093.2006,1.973,9.33,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.407,0,0.593,0,0,0,8.593,137.035,124.593,1.8597,8482.418,91.86,1529.091,761.2425,1613.6281,3120.4157,1.9235,9.55,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.308,0,0.692,0,0,0,8.692,136.54,124.692,1.8646,8583.992,93.84,1587.204,761.0376,1622.0837,3147.6308,1.874,9.98,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.258,0,0.742,0,0,0,8.742,136.29,124.742,1.8671,8635.292,94.84,1616.554,760.9341,1626.3542,3161.3758,1.849,10.53,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.219,0,0.781,0,0,0,8.781,136.095,124.781,1.8691,8675.306,95.62,1639.447,760.8533,1629.6852,3172.0969,1.8295,11.45,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.209,0,0.791,0,0,0,8.791,136.045,124.791,1.8696,8685.566,95.82,1645.317,760.8326,1630.5393,3174.8459,1.8245,11.67,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.189,0,0.811,0,0,0,8.811,135.945,124.811,1.8706,8706.086,96.22,1657.057,760.7912,1632.2475,3180.3439,1.8145,11.8,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.159,0,0.841,0,0,0,8.841,135.795,124.841,1.8721,8736.866,96.82,1674.667,760.7291,1634.8098,3188.5909,1.7995,11.73,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.1,0,0.9,0,0,0,8.9,135.5,124.9,1.875,8797.4,98,1709.3,760.607,1639.849,3204.81,1.77,11.67,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.061,0,0.939,0,0,0,8.939,135.305,124.939,1.877,8837.414,98.78,1732.193,760.5263,1643.18,3215.5311,1.7505,11.8,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.041,0,0.959,0,0,0,8.959,135.205,124.959,1.878,8857.934,99.18,1743.933,760.4849,1644.8882,3221.0291,1.7405,12.52,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0,0,1,0,0,0,9,135,125,1.88,8900,100,1768,760.4,1648.39,3232.3,1.72,12.13,1,30-100,,,,,,,,,,,,,,,,,,,,,,
Ni-Co,0,0.9,0.1,0,0,0,9.9,135,125,1.907,8907.2,91.9,1732,739.466,1742.566,3378.73,0.712,13.06,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0,0.8,0.2,0,0,0,9.8,135,125,1.904,8906.4,92.8,1736,741.792,1732.102,3362.46,0.824,12.81,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0,0.7,0.3,0,0,0,9.7,135,125,1.901,8905.6,93.7,1740,744.118,1721.638,3346.19,0.936,12.75,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0,0.6,0.4,0,0,0,9.6,135,125,1.898,8904.8,94.6,1744,746.444,1711.174,3329.92,1.048,12.56,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0,0.5,0.5,0,0,0,9.5,135,125,1.895,8904,95.5,1748,748.77,1700.71,3313.65,1.16,12.65,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0,0.4,0.6,0,0,0,9.4,135,125,1.892,8903.2,96.4,1752,751.096,1690.246,3297.38,1.272,12.39,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0,0.35,0.65,0,0,0,9.35,135,125,1.8905,8902.8,96.85,1754,752.259,1685.014,3289.245,1.328,12.41,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0,0.3,0.7,0,0,0,9.3,135,125,1.889,8902.4,97.3,1756,753.422,1679.782,3281.11,1.384,12.08,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0,0.25,0.75,0,0,0,9.25,135,125,1.8875,8902,97.75,1758,754.585,1674.55,3272.975,1.44,12.59,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0,0.2,0.8,0,0,0,9.2,135,125,1.886,8901.6,98.2,1760,755.748,1669.318,3264.84,1.496,12.77,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0,0.15,0.85,0,0,0,9.15,135,125,1.8845,8901.2,98.65,1762,756.911,1664.086,3256.705,1.552,12.48,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0,0.1,0.9,0,0,0,9.1,135,125,1.883,8900.8,99.1,1764,758.074,1658.854,3248.57,1.608,12.61,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0,0.05,0.95,0,0,0,9.05,135,125,1.8815,8900.4,99.55,1766,759.237,1653.622,3240.435,1.664,12.32,1,30-100,,,,,,,,,,,,,,,,,,,,,,
FeNiCo,0.801,0.1,0.099,0,0,0,8.299,139.005,124.199,1.843,8078.974,83.08,1293.813,759.7321,1590.4406,3028.3751,2.0085,9.53,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.701,0.2,0.099,0,0,0,8.499,138.505,124.299,1.851,8182.374,84.18,1348.513,757.1991,1609.4456,3072.1351,1.8465,10.85,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.65,0.25,0.1,0,0,0,8.6,138.25,124.35,1.855,8235.1,84.75,1376.45,755.9305,1619.0335,3094.29,1.765,13.88,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.62,0.28,0.1,0,0,0,8.66,138.1,124.38,1.8574,8266.12,85.08,1392.86,755.1706,1624.735,3107.418,1.7164,4.38,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.601,0.3,0.099,0,0,0,8.699,138.005,124.399,1.859,8285.774,85.28,1403.213,754.6661,1628.4506,3115.8951,1.6845,7.59,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.58,0.32,0.1,0,0,0,8.74,137.9,124.42,1.8606,8307.48,85.52,1414.74,754.1574,1632.337,3124.922,1.6516,8.59,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.55,0.35,0.1,0,0,0,8.8,137.75,124.45,1.863,8338.5,85.85,1431.15,753.3975,1638.0385,3138.05,1.603,8.55,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.501,0.4,0.099,0,0,0,8.899,137.505,124.499,1.867,8389.174,86.38,1457.913,752.1331,1647.4556,3159.6551,1.5225,10.8,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.4,0.5,0.1,0,0,0,9.1,137,124.6,1.875,8493.6,87.5,1513.2,749.598,1666.546,3203.69,1.36,12.61,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.3,0.6,0.1,0,0,0,9.3,136.5,124.7,1.883,8597,88.6,1567.9,747.065,1685.551,3247.45,1.198,7.72,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.2,0.7,0.1,0,0,0,9.5,136,124.8,1.891,8700.4,89.7,1622.6,744.532,1704.556,3291.21,1.036,6.89,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.1,0.8,0.1,0,0,0,9.7,135.5,124.9,1.899,8803.8,90.8,1677.3,741.999,1723.561,3334.97,0.874,7.48,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.701,0.1,0.199,0,0,0,8.399,138.505,124.299,1.848,8181.574,85.08,1352.513,759.5251,1598.9816,3055.8651,1.9585,8.5,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.602,0.2,0.198,0,0,0,8.598,138.01,124.398,1.8559,8283.948,86.16,1406.626,756.9941,1617.9012,3099.3502,1.797,9.88,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.551,0.25,0.199,0,0,0,8.699,137.755,124.449,1.86,8336.674,86.73,1434.563,755.7256,1627.4891,3121.5051,1.7155,10.98,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.522,0.28,0.198,0,0,0,8.758,137.61,124.478,1.8623,8366.668,87.04,1450.386,754.9677,1633.1052,3134.3582,1.6674,19.79,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.501,0.3,0.199,0,0,0,8.799,137.505,124.499,1.864,8388.374,87.28,1461.913,754.4591,1636.9916,3143.3851,1.6345,19.27,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.451,0.35,0.199,0,0,0,8.899,137.255,124.549,1.868,8440.074,87.83,1489.263,753.1926,1646.4941,3165.2651,1.5535,14.3,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.401,0.4,0.199,0,0,0,8.999,137.005,124.599,1.872,8491.774,88.38,1516.613,751.9261,1655.9966,3187.1451,1.4725,7.81,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.301,0.5,0.199,0,0,0,9.199,136.505,124.699,1.88,8595.174,89.48,1571.313,749.3931,1675.0016,3230.9051,1.3105,10.27,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.201,0.6,0.199,0,0,0,9.399,136.005,124.799,1.888,8698.574,90.58,1626.013,746.8601,1694.0066,3274.6651,1.1485,10.57,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.101,0.7,0.199,0,0,0,9.599,135.505,124.899,1.896,8801.974,91.68,1680.713,744.3271,1713.0116,3318.4251,0.9865,13.45,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.601,0.1,0.299,0,0,0,8.499,138.005,124.399,1.853,8284.174,87.08,1411.213,759.3181,1607.5226,3083.3551,1.9085,17.33,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.551,0.15,0.299,0,0,0,8.599,137.755,124.449,1.857,8335.874,87.63,1438.563,758.0516,1617.0251,3105.2351,1.8275,20.43,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.501,0.2,0.299,0,0,0,8.699,137.505,124.499,1.861,8387.574,88.18,1465.913,756.7851,1626.5276,3127.1151,1.7465,19.05,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.473,0.23,0.297,0,0,0,8.757,137.365,124.527,1.8633,8416.542,88.47,1481.149,756.0293,1632.0583,3139.6933,1.6989,20.25,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.451,0.25,0.299,0,0,0,8.799,137.255,124.549,1.865,8439.274,88.73,1493.263,755.5186,1636.0301,3148.9951,1.6655,19.78,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.401,0.3,0.299,0,0,0,8.899,137.005,124.599,1.869,8490.974,89.28,1520.613,754.2521,1645.5326,3170.8751,1.5845,11.6,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.301,0.4,0.299,0,0,0,9.099,136.505,124.699,1.877,8594.374,90.38,1575.313,751.7191,1664.5376,3214.6351,1.4225,13.69,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.201,0.5,0.299,0,0,0,9.299,136.005,124.799,1.885,8697.774,91.48,1630.013,749.1861,1683.5426,3258.3951,1.2605,13.09,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.101,0.6,0.299,0,0,0,9.499,135.505,124.899,1.893,8801.174,92.58,1684.713,746.6531,1702.5476,3302.1551,1.0985,12.11,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.501,0.1,0.399,0,0,0,8.599,137.505,124.499,1.858,8386.774,89.08,1469.913,759.1111,1616.0636,3110.8451,1.8585,13.81,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.454,0.15,0.396,0,0,0,8.696,137.27,124.546,1.8618,8435.396,89.57,1495.502,757.8508,1625.3099,3131.9004,1.779,13.58,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.424,0.18,0.396,0,0,0,8.756,137.12,124.576,1.8642,8466.416,89.9,1511.912,757.0909,1631.0114,3145.0284,1.7304,6.99,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.401,0.2,0.399,0,0,0,8.799,137.005,124.599,1.866,8490.174,90.18,1524.613,756.5781,1635.0686,3154.6051,1.6965,8.28,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.354,0.25,0.396,0,0,0,8.896,136.77,124.646,1.8698,8538.796,90.67,1550.202,755.3178,1644.3149,3175.6604,1.617,11.56,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.301,0.3,0.399,0,0,0,8.999,136.505,124.699,1.874,8593.574,91.28,1579.313,754.0451,1654.0736,3198.3651,1.5345,13.08,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.201,0.4,0.399,0,0,0,9.199,136.005,124.799,1.882,8696.974,92.38,1634.013,751.5121,1673.0786,3242.1251,1.3725,13.64,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.101,0.5,0.399,0,0,0,9.399,135.505,124.899,1.89,8800.374,93.48,1688.713,748.9791,1692.0836,3285.8851,1.2105,13.57,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.402,0.1,0.498,0,0,0,8.698,137.01,124.598,1.8629,8488.348,91.06,1528.026,758.9061,1624.5192,3138.0602,1.809,13.61,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.355,0.15,0.495,0,0,0,8.795,136.775,124.645,1.8668,8536.97,91.55,1553.615,757.6459,1633.7655,3159.1155,1.7295,12.04,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.302,0.2,0.498,0,0,0,8.898,136.51,124.698,1.8709,8591.748,92.16,1582.726,756.3731,1643.5242,3181.8202,1.647,5.44,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.202,0.3,0.498,0,0,0,9.098,136.01,124.798,1.8789,8695.148,93.26,1637.426,753.8401,1662.5292,3225.5802,1.485,9.7,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.102,0.4,0.498,0,0,0,9.298,135.51,124.898,1.8869,8798.548,94.36,1692.126,751.3071,1681.5342,3269.3402,1.323,11.6,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.302,0.1,0.598,0,0,0,8.798,136.51,124.698,1.8679,8590.948,93.06,1586.726,758.6991,1633.0602,3165.5502,1.759,13.9,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.256,0.15,0.594,0,0,0,8.894,136.28,124.744,1.8717,8638.544,93.53,1611.728,757.4409,1642.221,3186.3306,1.68,14.63,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.202,0.2,0.598,0,0,0,8.998,136.01,124.798,1.8759,8694.348,94.16,1641.426,756.1661,1652.0652,3209.3102,1.597,20.13,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.102,0.3,0.598,0,0,0,9.198,135.51,124.898,1.8839,8797.748,95.26,1696.126,753.6331,1671.0702,3253.0702,1.435,7.17,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.253,0.05,0.697,0,0,0,8.797,136.265,124.747,1.8689,8640.822,94.49,1617.489,759.7607,1632.0133,3170.8853,1.7905,5.02,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.203,0.1,0.697,0,0,0,8.897,136.015,124.797,1.8729,8692.522,95.04,1644.839,758.4942,1641.5158,3192.7653,1.7095,6.24,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.103,0.2,0.697,0,0,0,9.097,135.515,124.897,1.8809,8795.922,96.14,1699.539,755.9612,1660.5208,3236.5253,1.5475,7.52,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.031,0.22,0.749,0,0,0,9.189,135.155,124.969,1.8851,8869.954,97.4,1741.003,755.347,1668.7631,3259.5721,1.4891,12.06,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.011,0.24,0.749,0,0,0,9.229,135.055,124.989,1.8867,8890.634,97.62,1751.943,754.8404,1672.5641,3268.3241,1.4567,12.44,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.103,0.1,0.797,0,0,0,8.997,135.515,124.897,1.8779,8795.122,97.04,1703.539,758.2872,1650.0568,3220.2553,1.6595,11.85,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.041,0.16,0.799,0,0,0,9.119,135.205,124.959,1.8828,8859.214,97.74,1737.533,756.7633,1661.6306,3247.0611,1.5613,12.26,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.021,0.18,0.799,0,0,0,9.159,135.105,124.979,1.8844,8879.894,97.96,1748.473,756.2567,1665.4316,3255.8131,1.5289,12.81,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.051,0.1,0.849,0,0,0,9.049,135.255,124.949,1.8805,8848.474,98.08,1734.063,758.1796,1654.4981,3234.5501,1.6335,12.07,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.021,0.13,0.849,0,0,0,9.109,135.105,124.979,1.8829,8879.494,98.41,1750.473,757.4197,1660.1996,3247.6781,1.5849,12.72,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.051,0.05,0.899,0,0,0,8.999,135.255,124.949,1.879,8848.074,98.53,1736.063,759.3426,1649.2661,3226.4151,1.6895,11.98,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.031,0.07,0.899,0,0,0,9.039,135.155,124.969,1.8806,8868.754,98.75,1747.003,758.836,1653.0671,3235.1671,1.6571,12.55,1,30-100,,,,,,,,,,,,,,,,,,,,,,
,0.031,0.02,0.949,0,0,0,8.989,135.155,124.969,1.8791,8868.354,99.2,1749.003,759.999,1647.8351,3227.0321,1.7131,12.22,1,30-100,,,,,,,,,,,,,,,,,,,,,,
Fe-Co-Cr,0.2,0,0.75,0.05,0,0,8.65,136.25,124.8,1.87,8606.8,95.7,1671.2,755.4375,1628.423,3165.06,1.704,10.65,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.25,0,0.7,0.05,0,0,8.6,136.5,124.75,1.8675,8555.5,94.7,1641.85,755.541,1624.1525,3151.315,1.729,9.72,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.3,0,0.65,0.05,0,0,8.55,136.75,124.7,1.865,8504.2,93.7,1612.5,755.6445,1619.882,3137.57,1.754,9.61,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.35,0,0.6,0.05,0,0,8.5,137,124.65,1.8625,8452.9,92.7,1583.15,755.748,1615.6115,3123.825,1.779,9.56,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.4,0,0.55,0.05,0,0,8.45,137.25,124.6,1.86,8401.6,91.7,1553.8,755.8515,1611.341,3110.08,1.804,9.54,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.28,0,0.645,0.075,0,0,8.495,136.775,124.72,1.866,8480.72,93.95,1634.54,752.9149,1620.1477,3136.938,1.686,8.19,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.3,0,0.625,0.075,0,0,8.475,136.875,124.7,1.865,8460.2,93.55,1622.8,752.9563,1618.4395,3131.44,1.696,7.39,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.32,0,0.605,0.075,0,0,8.455,136.975,124.68,1.864,8439.68,93.15,1611.06,752.9977,1616.7313,3125.942,1.706,7.34,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.34,0,0.585,0.075,0,0,8.435,137.075,124.66,1.863,8419.16,92.75,1599.32,753.0391,1615.0231,3120.444,1.716,7.5,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.36,0,0.565,0.075,0,0,8.415,137.175,124.64,1.862,8398.64,92.35,1587.58,753.0805,1613.3149,3114.946,1.726,8.8,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.38,0,0.545,0.075,0,0,8.395,137.275,124.62,1.861,8378.12,91.95,1575.84,753.1219,1611.6067,3109.448,1.736,9.23,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.405,0,0.52,0.075,0,0,8.37,137.4,124.595,1.8598,8352.47,91.45,1561.165,753.1736,1609.4715,3102.5755,1.7485,9.05,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.43,0,0.495,0.075,0,0,8.345,137.525,124.57,1.8585,8326.82,90.95,1546.49,753.2254,1607.3362,3095.703,1.761,9.4,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.345,0,0.575,0.08,0,0,8.415,137.125,124.655,1.8628,8405.23,92.62,1598.445,752.5118,1614.3076,3117.8435,1.7069,3.79,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.35,0,0.57,0.08,0,0,8.41,137.15,124.65,1.8625,8400.1,92.52,1595.51,752.5221,1613.8805,3116.469,1.7094,3.1,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.355,0,0.565,0.08,0,0,8.405,137.175,124.645,1.8623,8394.97,92.42,1592.575,752.5325,1613.4535,3115.0945,1.7119,3.38,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.315,0,0.6,0.085,0,0,8.43,137,124.685,1.8643,8427.21,93.19,1618.115,751.912,1616.5814,3124.8645,1.6803,6.47,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.325,0,0.59,0.085,0,0,8.42,137.05,124.675,1.8638,8416.95,92.99,1612.245,751.9327,1615.7273,3122.1155,1.6853,6.08,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.335,0,0.58,0.085,0,0,8.41,137.1,124.665,1.8633,8406.69,92.79,1606.375,751.9534,1614.8732,3119.3665,1.6903,4.05,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.345,0,0.57,0.085,0,0,8.4,137.15,124.655,1.8628,8396.43,92.59,1600.505,751.9741,1614.0191,3116.6175,1.6953,3.35,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.35,0,0.565,0.085,0,0,8.395,137.175,124.65,1.8625,8391.3,92.49,1597.57,751.9845,1613.592,3115.243,1.6978,3.07,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.355,0,0.56,0.085,0,0,8.39,137.2,124.645,1.8623,8386.17,92.39,1594.635,751.9948,1613.165,3113.8685,1.7003,3.3,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.365,0,0.55,0.085,0,0,8.38,137.25,124.635,1.8618,8375.91,92.19,1588.765,752.0155,1612.3109,3111.1195,1.7053,4.3,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.37,0,0.545,0.085,0,0,8.375,137.275,124.63,1.8615,8370.78,92.09,1585.83,752.0259,1611.8838,3109.745,1.7078,4.68,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.375,0,0.54,0.085,0,0,8.37,137.3,124.625,1.8613,8365.65,91.99,1582.895,752.0362,1611.4568,3108.3705,1.7103,6.88,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0,0,0.91,0.09,0,0,8.73,135.45,125,1.88,8741.6,99.46,1805.08,750.7223,1643.197,3210.232,1.5112,10.49,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.11,0,0.8,0.09,0,0,8.62,136,124.89,1.8745,8628.74,97.26,1740.51,750.95,1633.8019,3179.993,1.5662,10.06,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.21,0,0.7,0.09,0,0,8.52,136.5,124.79,1.8695,8526.14,95.26,1681.81,751.157,1625.2609,3152.503,1.6162,8.75,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.26,0,0.65,0.09,0,0,8.47,136.75,124.74,1.867,8474.84,94.26,1652.46,751.2605,1620.9904,3138.758,1.6412,7.14,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.3,0,0.61,0.09,0,0,8.43,136.95,124.7,1.865,8433.8,93.46,1628.98,751.3433,1617.574,3127.762,1.6612,5.76,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.31,0,0.6,0.09,0,0,8.42,137,124.69,1.8645,8423.54,93.26,1623.11,751.364,1616.7199,3125.013,1.6662,5.36,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.32,0,0.59,0.09,0,0,8.41,137.05,124.68,1.864,8413.28,93.06,1617.24,751.3847,1615.8658,3122.264,1.6712,4.92,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.33,0,0.58,0.09,0,0,8.4,137.1,124.67,1.8635,8403.02,92.86,1611.37,751.4054,1615.0117,3119.515,1.6762,3.83,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.34,0,0.57,0.09,0,0,8.39,137.15,124.66,1.863,8392.76,92.66,1605.5,751.4261,1614.1576,3116.766,1.6812,3.16,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.35,0,0.56,0.09,0,0,8.38,137.2,124.65,1.8625,8382.5,92.46,1599.63,751.4468,1613.3035,3114.017,1.6862,2.69,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.355,0,0.555,0.09,0,0,8.375,137.225,124.645,1.8623,8377.37,92.36,1596.695,751.4572,1612.8765,3112.6425,1.6887,1.52,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.36,0,0.55,0.09,0,0,8.37,137.25,124.64,1.862,8372.24,92.26,1593.76,751.4675,1612.4494,3111.268,1.6912,0.91,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.365,0,0.545,0.09,0,0,8.365,137.275,124.635,1.8618,8367.11,92.16,1590.825,751.4779,1612.0224,3109.8935,1.6937,0.22,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.37,0,0.54,0.09,0,0,8.36,137.3,124.63,1.8615,8361.98,92.06,1587.89,751.4882,1611.5953,3108.519,1.6962,-1.07,1,20-60,,,,,,,,,,,,,,,,,,,,,,
(?),0.38,0,0.53,0.09,0,0,8.35,137.35,124.62,1.861,8351.72,91.86,1582.02,751.5089,1610.7412,3105.77,1.7012,4.05,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.415,0,0.495,0.09,0,0,8.315,137.525,124.585,1.8593,8315.81,91.16,1561.475,751.5814,1607.7519,3096.1485,1.7187,8.29,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.16,0,0.745,0.095,0,0,8.555,136.275,124.84,1.872,8568.64,96.23,1713.22,750.5159,1629.2429,3165.022,1.5796,9.8,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.21,0,0.695,0.095,0,0,8.505,136.525,124.79,1.8695,8517.34,95.23,1683.87,750.6194,1624.9724,3151.277,1.6046,8.28,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.26,0,0.645,0.095,0,0,8.455,136.775,124.74,1.867,8466.04,94.23,1654.52,750.7229,1620.7019,3137.532,1.6296,7.02,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.29,0,0.615,0.095,0,0,8.425,136.925,124.71,1.8655,8435.26,93.63,1636.91,750.785,1618.1396,3129.285,1.6446,5.92,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.31,0,0.595,0.095,0,0,8.405,137.025,124.69,1.8645,8414.74,93.23,1625.17,750.8264,1616.4314,3123.787,1.6546,5.03,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.33,0,0.575,0.095,0,0,8.385,137.125,124.67,1.8635,8394.22,92.83,1613.43,750.8678,1614.7232,3118.289,1.6646,3.98,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.34,0,0.565,0.095,0,0,8.375,137.175,124.66,1.863,8383.96,92.63,1607.56,750.8885,1613.8691,3115.54,1.6696,3.22,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.345,0,0.56,0.095,0,0,8.37,137.2,124.655,1.8628,8378.83,92.53,1604.625,750.8988,1613.4421,3114.1655,1.6721,2.3,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.355,0,0.55,0.095,0,0,8.36,137.25,124.645,1.8623,8368.57,92.33,1598.755,750.9195,1612.588,3111.4165,1.6771,0.78,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.36,0,0.545,0.095,0,0,8.355,137.275,124.64,1.862,8363.44,92.23,1595.82,750.9299,1612.1609,3110.042,1.6796,0.55,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.365,0,0.54,0.095,0,0,8.35,137.3,124.635,1.8618,8358.31,92.13,1592.885,750.9402,1611.7339,3108.6675,1.6821,0.12,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.37,0,0.535,0.095,0,0,8.345,137.325,124.63,1.8615,8353.18,92.03,1589.95,750.9506,1611.3068,3107.293,1.6846,-0.6,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.375,0,0.53,0.095,0,0,8.34,137.35,124.625,1.8613,8348.05,91.93,1587.015,750.9609,1610.8798,3105.9185,1.6871,-0.06,1,20-60,,,,,,,,,,,,,,,,,,,,,,
(?)(?),0.38,0,0.525,0.095,0,0,8.335,137.375,124.62,1.861,8342.92,91.83,1584.08,750.9713,1610.4527,3104.544,1.6896,7.31,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.3,0,0.6,0.1,0,0,8.4,137,124.7,1.865,8416.2,93.4,1633.1,750.268,1616.997,3125.31,1.638,5.14,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.31,0,0.59,0.1,0,0,8.39,137.05,124.69,1.8645,8405.94,93.2,1627.23,750.2887,1616.1429,3122.561,1.643,4.52,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.33,0,0.57,0.1,0,0,8.37,137.15,124.67,1.8635,8385.42,92.8,1615.49,750.3301,1614.4347,3117.063,1.653,3.76,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.35,0,0.55,0.1,0,0,8.35,137.25,124.65,1.8625,8364.9,92.4,1603.75,750.3715,1612.7265,3111.565,1.663,1.4,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.355,0,0.545,0.1,0,0,8.345,137.275,124.645,1.8623,8359.77,92.3,1600.815,750.3819,1612.2995,3110.1905,1.6655,0.74,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.36,0,0.54,0.1,0,0,8.34,137.3,124.64,1.862,8354.64,92.2,1597.88,750.3922,1611.8724,3108.816,1.668,0.2,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.365,0,0.535,0.1,0,0,8.335,137.325,124.635,1.8618,8349.51,92.1,1594.945,750.4026,1611.4454,3107.4415,1.6705,-0.14,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.37,0,0.53,0.1,0,0,8.33,137.35,124.63,1.8615,8344.38,92,1592.01,750.4129,1611.0183,3106.067,1.673,0.18,1,20-60,,,,,,,,,,,,,,,,,,,,,,
(?)(?),0.375,0,0.525,0.1,0,0,8.325,137.375,124.625,1.8613,8339.25,91.9,1589.075,750.4233,1610.5913,3104.6925,1.6755,2.87,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.3,0,0.595,0.105,0,0,8.385,137.025,124.7,1.865,8407.4,93.37,1635.16,749.7304,1616.7085,3124.084,1.6264,5.8,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.31,0,0.585,0.105,0,0,8.375,137.075,124.69,1.8645,8397.14,93.17,1629.29,749.7511,1615.8544,3121.335,1.6314,5.33,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.32,0,0.575,0.105,0,0,8.365,137.125,124.68,1.864,8386.88,92.97,1623.42,749.7718,1615.0003,3118.586,1.6364,4.53,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.345,0,0.55,0.105,0,0,8.34,137.25,124.655,1.8628,8361.23,92.47,1608.745,749.8235,1612.8651,3111.7135,1.6489,2.06,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.35,0,0.545,0.105,0,0,8.335,137.275,124.65,1.8625,8356.1,92.37,1605.81,749.8339,1612.438,3110.339,1.6514,1.66,1,20-60,,,,,,,,,,,,,,,,,,,,,,
(?*),0.37,0,0.525,0.105,0,0,8.315,137.375,124.63,1.8615,8335.58,91.97,1594.07,749.8753,1610.7298,3104.841,1.6614,8.73,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.38,0,0.515,0.105,0,0,8.305,137.425,124.62,1.861,8325.32,91.77,1588.2,749.896,1609.8757,3102.092,1.6664,10.73,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.355,0,0.535,0.11,0,0,8.315,137.325,124.645,1.8623,8342.17,92.24,1604.935,749.3066,1611.7225,3107.7385,1.6423,11.97,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.375,0,0.515,0.11,0,0,8.295,137.425,124.625,1.8613,8321.65,91.84,1593.195,749.348,1610.0143,3102.2405,1.6523,11.04,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.21,0,0.675,0.115,0,0,8.445,136.625,124.79,1.8695,8482.14,95.11,1692.11,748.4688,1623.8184,3146.373,1.5582,8.65,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.26,0,0.625,0.115,0,0,8.395,136.875,124.74,1.867,8430.84,94.11,1662.76,748.5723,1619.5479,3132.628,1.5832,7.23,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.3,0,0.585,0.115,0,0,8.355,137.075,124.7,1.865,8389.8,93.31,1639.28,748.6551,1616.1315,3121.632,1.6032,6.04,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.32,0,0.565,0.115,0,0,8.335,137.175,124.68,1.864,8369.28,92.91,1627.54,748.6965,1614.4233,3116.134,1.6132,10.24,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.34,0,0.545,0.115,0,0,8.315,137.275,124.66,1.863,8348.76,92.51,1615.8,748.7379,1612.7151,3110.636,1.6232,12.21,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.39,0,0.495,0.115,0,0,8.265,137.525,124.61,1.8605,8297.46,91.51,1586.45,748.8414,1608.4446,3096.891,1.6482,13.39,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.36,0,0.52,0.12,0,0,8.28,137.4,124.64,1.862,8319.44,92.08,1606.12,748.2416,1610.7184,3103.912,1.6216,13.09,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.1,0,0.75,0.15,0,0,8.45,136.25,124.9,1.875,8533.4,97.1,1771.1,744.4775,1631.194,3168.03,1.422,10.25,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.15,0,0.7,0.15,0,0,8.4,136.5,124.85,1.8725,8482.1,96.1,1741.75,744.581,1626.9235,3154.285,1.447,10.23,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.2,0,0.65,0.15,0,0,8.35,136.75,124.8,1.87,8430.8,95.1,1712.4,744.6845,1622.653,3140.54,1.472,9.51,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.225,0,0.625,0.15,0,0,8.325,136.875,124.775,1.8688,8405.15,94.6,1697.725,744.7363,1620.5178,3133.6675,1.4845,12.28,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.25,0,0.6,0.15,0,0,8.3,137,124.75,1.8675,8379.5,94.1,1683.05,744.788,1618.3825,3126.795,1.497,13.97,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.3,0,0.55,0.15,0,0,8.25,137.25,124.7,1.865,8328.2,93.1,1653.7,744.8915,1614.112,3113.05,1.522,15.38,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.35,0,0.5,0.15,0,0,8.2,137.5,124.65,1.8625,8276.9,92.1,1624.35,744.995,1609.8415,3099.305,1.547,15.98,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0,0,0.8,0.2,0,0,8.4,136,125,1.88,8548,98.8,1850.4,738.894,1636.85,3183.26,1.256,10.84,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.1,0,0.7,0.2,0,0,8.3,136.5,124.9,1.875,8445.4,96.8,1791.7,739.101,1628.309,3155.77,1.306,10.48,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.15,0,0.65,0.2,0,0,8.25,136.75,124.85,1.8725,8394.1,95.8,1762.35,739.2045,1624.0385,3142.025,1.331,13.33,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.2,0,0.6,0.2,0,0,8.2,137,124.8,1.87,8342.8,94.8,1733,739.308,1619.768,3128.28,1.356,14.78,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.25,0,0.55,0.2,0,0,8.15,137.25,124.75,1.8675,8291.5,93.8,1703.65,739.4115,1615.4975,3114.535,1.381,15.65,1,20-60,,,,,,,,,,,,,,,,,,,,,,
,0.3,0,0.5,0.2,0,0,8.1,137.5,124.7,1.865,8240.2,92.8,1674.3,739.515,1611.227,3100.79,1.406,16.31,1,20-60,,,,,,,,,,,,,,,,,,,,,,
Fe-Co-Cr-Cu,0.45,0,0.5,0,0,0.05,8.65,137.25,124.7,1.8585,8439.3,106,1483.35,760.6005,1625.432,3124.71,1.859,10.49,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.425,0,0.525,0,0,0.05,8.675,137.125,124.725,1.8598,8464.95,106.5,1498.025,760.5488,1627.5673,3131.5825,1.8465,10.18,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.4,0,0.55,0,0,0.05,8.7,137,124.75,1.861,8490.6,107,1512.7,760.497,1629.7025,3138.455,1.834,10.17,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.25,0,0.7,0,0,0.05,8.85,136.25,124.9,1.8685,8644.5,110,1600.75,760.1865,1642.514,3179.69,1.759,11.59,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.53,0,0.4,0.02,0,0.05,8.51,137.75,124.62,1.8545,8322.02,104.28,1444.63,758.6155,1617.4452,3097.814,1.8526,10.09,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.48,0,0.45,0.02,0,0.05,8.56,137.5,124.67,1.857,8373.32,105.28,1473.98,758.512,1621.7157,3111.559,1.8276,9.71,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.455,0,0.475,0.02,0,0.05,8.585,137.375,124.695,1.8583,8398.97,105.78,1488.655,758.4603,1623.851,3118.4315,1.8151,10,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.43,0,0.5,0.02,0,0.05,8.61,137.25,124.72,1.8595,8424.62,106.28,1503.33,758.4085,1625.9862,3125.304,1.8026,10.12,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.405,0,0.525,0.02,0,0.05,8.635,137.125,124.745,1.8608,8450.27,106.78,1518.005,758.3568,1628.1215,3132.1765,1.7901,10.3,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.38,0,0.55,0.02,0,0.05,8.66,137,124.77,1.862,8475.92,107.28,1532.68,758.305,1630.2567,3139.049,1.7776,10.19,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.33,0,0.6,0.02,0,0.05,8.71,136.75,124.82,1.8645,8527.22,108.28,1562.03,758.2015,1634.5272,3152.794,1.7526,10.51,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.45,0,0.45,0.05,0,0.05,8.5,137.5,124.7,1.8585,8351.3,105.7,1503.95,755.224,1622.547,3112.45,1.743,10.32,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.4,0,0.5,0.05,0,0.05,8.55,137.25,124.75,1.861,8402.6,106.7,1533.3,755.1205,1626.8175,3126.195,1.718,10.3,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.35,0,0.55,0.05,0,0.05,8.6,137,124.8,1.8635,8453.9,107.7,1562.65,755.017,1631.088,3139.94,1.693,10.86,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.25,0,0.65,0.05,0,0.05,8.7,136.5,124.9,1.8685,8556.5,109.7,1621.35,754.81,1639.629,3167.43,1.643,11.62,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.35,0,0.525,0.075,0,0.05,8.525,137.125,124.8,1.8635,8409.9,107.55,1572.95,752.3288,1629.6455,3133.81,1.635,9.93,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.33,0,0.525,0.095,0,0.05,8.485,137.125,124.82,1.8645,8395.22,107.83,1592.93,750.1368,1630.1997,3134.404,1.5786,5.87,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.45,0,0.4,0.1,0,0.05,8.35,137.75,124.7,1.8585,8263.3,105.4,1524.55,749.8475,1619.662,3100.19,1.627,10.5,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.4,0,0.45,0.1,0,0.05,8.4,137.5,124.75,1.861,8314.6,106.4,1553.9,749.744,1623.9325,3113.935,1.602,10.6,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.35,0,0.5,0.1,0,0.05,8.45,137.25,124.8,1.8635,8365.9,107.4,1583.25,749.6405,1628.203,3127.68,1.577,6.4,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.325,0,0.525,0.1,0,0.05,8.475,137.125,124.825,1.8648,8391.55,107.9,1597.925,749.5888,1630.3383,3134.5525,1.5645,5.55,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.3,0,0.55,0.1,0,0.05,8.5,137,124.85,1.866,8417.2,108.4,1612.6,749.537,1632.4735,3141.425,1.552,6.38,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.29,0,0.56,0.1,0,0.05,8.51,136.95,124.86,1.8665,8427.46,108.6,1618.47,749.5163,1633.3276,3144.174,1.547,7.6,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.25,0,0.6,0.1,0,0.05,8.55,136.75,124.9,1.8685,8468.5,109.4,1641.95,749.4335,1636.744,3155.17,1.527,10.23,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.315,0,0.525,0.11,0,0.05,8.455,137.125,124.835,1.8653,8384.21,108.04,1607.915,748.4928,1630.6154,3134.8495,1.5363,7.23,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.375,0,0.45,0.125,0,0.05,8.35,137.5,124.775,1.8623,8296.25,106.75,1578.875,747.004,1624.6253,3114.6775,1.5315,16.72,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.325,0,0.5,0.125,0,0.05,8.4,137.25,124.825,1.8648,8347.55,107.75,1608.225,746.9005,1628.8958,3128.4225,1.5065,12.27,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.275,0,0.55,0.125,0,0.05,8.45,137,124.875,1.8673,8398.85,108.75,1637.575,746.797,1633.1663,3142.1675,1.4815,9.15,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.4,0,0.4,0.15,0,0.05,8.25,137.75,124.75,1.861,8226.6,106.1,1574.5,744.3675,1621.0475,3101.675,1.486,17.18,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.35,0,0.45,0.15,0,0.05,8.3,137.5,124.8,1.8635,8277.9,107.1,1603.85,744.264,1625.318,3115.42,1.461,16.72,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.3,0,0.5,0.15,0,0.05,8.35,137.25,124.85,1.866,8329.2,108.1,1633.2,744.1605,1629.5885,3129.165,1.436,15.76,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.25,0,0.55,0.15,0,0.05,8.4,137,124.9,1.8685,8380.5,109.1,1662.55,744.057,1633.859,3142.91,1.411,14.42,1,10_50,,,,,,,,,,,,,,,,,,,,,,
Fe-Ni-Co-Cr,0.618,0.091,0.291,0,0,0,8.473,138.09,124.382,1.8518,8266.66,86.821,1401.594,759.5626,1605.1289,3077.2175,1.9271,10.53,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.527,0.091,0.382,0,0,0,8.564,137.635,124.473,1.8564,8360.026,88.641,1455.011,759.3742,1612.9012,3102.2334,1.8816,10.51,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.473,0.091,0.436,0,0,0,8.618,137.365,124.527,1.8591,8415.43,89.721,1486.709,759.2625,1617.5133,3117.078,1.8546,11.05,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.4,0.091,0.509,0,0,0,8.691,137,124.6,1.8627,8490.328,91.181,1529.56,759.1113,1623.7482,3137.1457,1.8181,11.06,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.364,0.091,0.545,0,0,0,8.727,136.82,124.636,1.8645,8527.264,91.901,1550.692,759.0368,1626.823,3147.0421,1.8001,10.92,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.327,0.091,0.582,0,0,0,8.764,136.635,124.673,1.8664,8565.226,92.641,1572.411,758.9602,1629.9832,3157.2134,1.7816,9.91,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.273,0.091,0.636,0,0,0,8.818,136.365,124.727,1.8691,8620.63,93.721,1604.109,758.8485,1634.5953,3172.058,1.7546,11.78,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.227,0.091,0.682,0,0,0,8.864,136.135,124.773,1.8714,8667.826,94.641,1631.111,758.7532,1638.5242,3184.7034,1.7316,12.55,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.582,0.091,0.291,0.036,0,0,8.401,138.09,124.418,1.8536,8240.236,87.325,1437.558,755.617,1606.1264,3078.2867,1.8256,11.07,1,10_50,,,,0.6182,0.0909,0.2909,0,0.618,0.091,0.291,0,,,,,,,,,,,
,0.546,0.091,0.327,0.036,0,0,8.437,137.91,124.454,1.8554,8277.172,88.045,1458.69,755.5425,1609.2012,3088.1831,1.8076,10.71,1,10_50,,,,0.5273,0.0909,0.3818,0,0.527,0.091,0.382,0,,,,,,,,,,,
,0.518,0.091,0.355,0.036,0,0,8.465,137.77,124.482,1.8568,8305.9,88.605,1475.126,755.4845,1611.5927,3095.8803,1.7936,10.42,1,10_50,,,,0.4727,0.0909,0.4364,0,0.473,0.091,0.436,0,,,,,,,,,,,
,0.491,0.091,0.382,0.036,0,0,8.492,137.635,124.509,1.8582,8333.602,89.145,1490.975,755.4286,1613.8987,3103.3026,1.7801,10.75,1,10_50,,,,0.4,0.0909,0.5091,0,0.4,0.091,0.509,0,,,,,,,,,,,
,0.464,0.091,0.409,0.036,0,0,8.519,137.5,124.536,1.8595,8361.304,89.685,1506.824,755.3727,1616.2048,3110.7249,1.7666,10.83,1,10_50,,,,0.3636,0.0909,0.5455,0,0.364,0.091,0.545,0,,,,,,,,,,,
,0.437,0.091,0.436,0.036,0,0,8.546,137.365,124.563,1.8609,8389.006,90.225,1522.673,755.3169,1618.5109,3118.1472,1.7531,10.76,1,10_50,,,,0.3273,0.0909,0.5818,0,0.327,0.091,0.582,0,,,,,,,,,,,
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,0.593,0.286,0.05,0.071,0,0,8.48,138.32,124.407,1.8589,8168.91,85.14,1437.721,747.3405,1623.5722,3098.4073,1.5315,7.55,1,10_50,,,,0.5929,0.2857,0.0643,0.0571,0.593,0.286,0.064,0.057,,,,,,,,,,,
,0.579,0.286,0.064,0.071,0,0,8.494,138.25,124.421,1.8596,8183.274,85.42,1445.939,747.3115,1624.768,3102.2559,1.5245,6.09,1,10_50,,,,0.5786,0.2857,0.0786,0.0571,0.579,0.286,0.079,0.057,,,,,,,,,,,
,0.584,0.286,0.059,0.071,0,0,8.509,138.175,124.436,1.8604,8198.664,85.72,1454.744,747.2805,1626.0491,3106.3794,1.517,4.97,1,10_50,,,,0.5643,0.2857,0.0929,0.0571,0.564,0.286,0.093,0.057,,,,,,,,,,,
,0.55,0.286,0.093,0.071,0,0,8.523,138.105,124.45,1.8611,8213.028,86,1462.962,747.2515,1627.2448,3110.228,1.51,5.47,1,10_50,,,,0.55,0.2857,0.1071,0.0571,0.55,0.286,0.107,0.057,,,,,,,,,,,
,0.536,0.286,0.107,0.071,0,0,8.537,138.035,124.464,1.8618,8227.392,86.28,1471.18,747.2225,1628.4406,3114.0766,1.503,4.58,1,10_50,,,,0.5357,0.2857,0.1214,0.0571,0.536,0.286,0.121,0.057,,,,,,,,,,,
,0.5,0.286,0.143,0.071,0,0,8.573,137.855,124.5,1.8636,8264.328,87,1492.312,747.148,1631.5153,3123.973,1.485,5.35,1,10_50,,,,0.5143,0.2857,0.1429,0.0571,0.514,0.286,0.143,0.057,,,,,,,,,,,
,0.464,0.286,0.179,0.071,0,0,8.609,137.675,124.536,1.8654,8301.264,87.72,1513.444,747.0735,1634.5901,3133.8694,1.467,7.01,1,10_50,,,,0.6429,0.2857,0,0.0714,0.643,0.286,0,0.071,,,,,,,,,,,
,0.429,0.286,0.214,0.071,0,0,8.644,137.5,124.571,1.8671,8337.174,88.42,1533.989,747.001,1637.5795,3143.4909,1.4495,9,1,10_50,,,,0.6214,0.2857,0.0214,0.0714,0.621,0.286,0.021,0.071,,,,,,,,,,,
,0.357,0.286,0.286,0.071,0,0,8.716,137.14,124.643,1.8707,8411.046,89.86,1576.253,746.852,1643.729,3163.2837,1.4135,10.83,1,10_50,,,,0.5929,0.2857,0.05,0.0714,0.593,0.286,0.05,0.071,,,,,,,,,,,
,0.606,0.286,0.029,0.079,0,0,8.443,138.425,124.394,1.8583,8141.492,84.832,1433.386,746.5072,1622.0003,3092.872,1.5194,9.67,1,10_50,,,,0.5786,0.2857,0.0643,0.0714,0.579,0.286,0.064,0.071,,,,,,,,,,,
,0.621,0.286,0,0.093,0,0,8.386,138.57,124.379,1.8575,8101.462,84.448,1430.349,745.0328,1619.9113,3085.3157,1.4944,15.21,1,10_50,,,,0.5643,0.2857,0.0786,0.0714,0.564,0.286,0.079,0.071,,,,,,,,,,,
,0.571,0.286,0.05,0.093,0,0,8.436,138.32,124.429,1.86,8152.762,85.448,1459.699,744.9293,1624.1818,3099.0607,1.4694,9.53,1,10_50,,,,0.55,0.2857,0.0929,0.0714,0.55,0.286,0.093,0.071,,,,,,,,,,,
,0.55,0.286,0.071,0.093,0,0,8.457,138.215,124.45,1.8611,8174.308,85.868,1472.026,744.8859,1625.9754,3104.8336,1.4589,8.86,1,10_50,,,,0.5357,0.2857,0.1071,0.0714,0.536,0.286,0.107,0.071,,,,,,,,,,,
,0.535,0.286,0.086,0.093,0,0,8.472,138.14,124.465,1.8618,8189.698,86.168,1480.831,744.8548,1627.2566,3108.9571,1.4514,7.64,1,10_50,,,,0.5,0.2857,0.1429,0.0714,0.5,0.286,0.143,0.071,,,,,,,,,,,
,0.593,0.286,0.014,0.107,0,0,8.372,138.5,124.407,1.8589,8105.55,84.924,1452.553,743.4694,1621.495,3089.5801,1.4479,14.3,1,10_50,,,,0.4643,0.2857,0.1786,0.0714,0.464,0.286,0.179,0.071,,,,,,,,,,,
,0.578,0.286,0.029,0.107,0,0,8.387,138.425,124.422,1.8597,8120.94,85.224,1461.358,743.4384,1622.7762,3093.7036,1.4404,13.12,1,10_50,,,,0.4286,0.2857,0.2143,0.0714,0.429,0.286,0.214,0.071,,,,,,,,,,,
,0.55,0.286,0.057,0.107,0,0,8.415,138.285,124.45,1.8611,8149.668,85.784,1477.794,743.3804,1625.1676,3101.4008,1.4264,12.94,1,10_50,,,,0.3571,0.2857,0.2857,0.0714,0.357,0.286,0.286,0.071,,,,,,,,,,,
,0.5,0.286,0.107,0.107,0,0,8.465,138.035,124.5,1.8636,8200.968,86.784,1507.144,743.2769,1629.4381,3115.1458,1.4014,7.62,1,10_50,,,,0.6071,0.2857,0.0286,0.0786,0.607,0.286,0.029,0.079,,,,,,,,,,,
,0.464,0.286,0.143,0.107,0,0,8.501,137.855,124.536,1.8654,8237.904,87.504,1528.276,743.2024,1632.5129,3125.0422,1.3834,8.09,1,10_50,,,,0.6214,0.2857,0,0.0929,0.621,0.286,0,0.093,,,,,,,,,,,
,0.428,0.286,0.179,0.107,0,0,8.537,137.675,124.572,1.8672,8274.84,88.224,1549.408,743.1279,1635.5877,3134.9386,1.3654,8.31,1,10_50,,,,0.5714,0.2857,0.05,0.0929,0.571,0.286,0.05,0.093,,,,,,,,,,,
,0.393,0.286,0.214,0.107,0,0,8.572,137.5,124.607,1.8689,8310.75,88.924,1569.953,743.0554,1638.577,3144.5601,1.3479,8.97,1,10_50,,,,0.55,0.2857,0.0714,0.0929,0.55,0.286,0.071,0.093,,,,,,,,,,,
,0.357,0.286,0.25,0.107,0,0,8.608,137.32,124.643,1.8707,8347.686,89.644,1591.085,742.9809,1641.6518,3154.4565,1.3299,10.44,1,10_50,,,,0.5357,0.2857,0.0857,0.0929,0.536,0.286,0.086,0.093,,,,,,,,,,,
,0.571,0.286,0,0.143,0,0,8.286,138.57,124.429,1.86,8064.762,85.148,1480.299,739.5528,1621.2968,3086.8007,1.3534,16.57,1,10_50,,,,0.5929,0.2857,0.0143,0.1071,0.593,0.286,0.014,0.107,,,,,,,,,,,
,0.535,0.286,0.036,0.143,0,0,8.322,138.39,124.465,1.8618,8101.698,85.868,1501.431,739.4783,1624.3716,3096.6971,1.3354,15.75,1,10_50,,,,0.5786,0.2857,0.0286,0.1071,0.579,0.286,0.029,0.107,,,,,,,,,,,
,0.5,0.286,0.071,0.143,0,0,8.357,138.215,124.5,1.8636,8137.608,86.568,1521.976,739.4059,1627.3609,3106.3186,1.3179,13.19,1,10_50,,,,0.55,0.2857,0.0571,0.1071,0.55,0.286,0.057,0.107,,,,,,,,,,,
,0.464,0.286,0.107,0.143,0,0,8.393,138.035,124.536,1.8654,8174.544,87.288,1543.108,739.3313,1630.4357,3116.215,1.2999,11.78,1,10_50,,,,0.5,0.2857,0.1071,0.1071,0.5,0.286,0.107,0.107,,,,,,,,,,,
,0.428,0.286,0.143,0.143,0,0,8.429,137.855,124.572,1.8672,8211.48,88.008,1564.24,739.2568,1633.5105,3126.1114,1.2819,10.66,1,10_50,,,,0.4643,0.2857,0.1429,0.1071,0.464,0.286,0.143,0.107,,,,,,,,,,,
,0.392,0.286,0.179,0.143,0,0,8.465,137.675,124.608,1.869,8248.416,88.728,1585.372,739.1823,1636.5852,3136.0078,1.2639,9.96,1,10_50,,,,0.4286,0.2857,0.1786,0.1071,0.429,0.286,0.179,0.107,,,,,,,,,,,
,0.357,0.286,0.214,0.143,0,0,8.5,137.5,124.643,1.8707,8284.326,89.428,1605.917,739.1098,1639.5746,3145.6293,1.2464,10.08,1,10_50,,,,0.3929,0.2857,0.2143,0.1071,0.393,0.286,0.214,0.107,,,,,,,,,,,
,0.321,0.286,0.25,0.143,0,0,8.536,137.32,124.679,1.8725,8321.262,90.148,1627.049,739.0353,1642.6493,3155.5257,1.2284,9.63,1,10_50,,,,0.3571,0.2857,0.25,0.1071,0.357,0.286,0.25,0.107,,,,,,,,,,,
Fe-Co-Ni-V,0.618,0.091,0.291,0,0,0,8.473,138.09,124.382,1.8518,8266.66,86.821,1401.594,759.5626,1605.1289,3077.2175,1.9271,10.53,1,10_50,,,,0.5714,0.2857,0,0.1429,0.571,0.286,0,0.143,,,,,,,,,,,
,0.527,0.091,0.382,0,0,0,8.564,137.635,124.473,1.8564,8360.026,88.641,1455.011,759.3742,1612.9012,3102.2334,1.8816,10.57,1,10_50,,,,0.5357,0.2857,0.0357,0.1429,0.536,0.286,0.036,0.143,,,,,,,,,,,
,0.473,0.091,0.436,0,0,0,8.618,137.365,124.527,1.8591,8415.43,89.721,1486.709,759.2625,1617.5133,3117.078,1.8546,11.05,1,10_50,,,,0.5,0.2857,0.0714,0.1429,0.5,0.286,0.071,0.143,,,,,,,,,,,
,0.4,0.091,0.509,0,0,0,8.691,137,124.6,1.8627,8490.328,91.181,1529.56,759.1113,1623.7482,3137.1457,1.8181,11.06,1,10_50,,,,0.4643,0.2857,0.1071,0.1429,0.464,0.286,0.107,0.143,,,,,,,,,,,
,0.363,0.091,0.546,0,0,0,8.728,136.815,124.637,1.8646,8528.29,91.921,1551.279,759.0348,1626.9084,3147.317,1.7996,10.92,1,10_50,,,,0.4286,0.2857,0.1429,0.1429,0.429,0.286,0.143,0.143,,,,,,,,,,,
,0.327,0.091,0.582,0,0,0,8.764,136.635,124.673,1.8664,8565.226,92.641,1572.411,758.9602,1629.9832,3157.2134,1.7816,9.91,1,10_50,,,,0.3929,0.2857,0.1786,0.1429,0.393,0.286,0.179,0.143,,,,,,,,,,,
,0.273,0.091,0.636,0,0,0,8.818,136.365,124.727,1.8691,8620.63,93.721,1604.109,758.8485,1634.5953,3172.058,1.7546,11.78,1,10_50,,,,0.3571,0.2857,0.2143,0.1429,0.357,0.286,0.214,0.143,,,,,,,,,,,
,0.227,0.091,0.682,0,0,0,8.864,136.135,124.773,1.8714,8667.826,94.641,1631.111,758.7532,1638.5242,3184.7034,1.7316,12.55,1,10_50,,,,0.3214,0.2857,0.25,0.1429,0.321,0.286,0.25,0.143,,,,,,,,,,,
,0.355,0.091,0.527,0,0.027,0,8.628,136.775,124.834,1.8582,8461.168,90.2099,1567.18,756.062,1621.2092,3138.6025,1.7491,13.16,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.546,0.091,0.318,0,0.045,0,8.365,137.73,124.769,1.8442,8214.982,85.1425,1462.533,754.4865,1600.6408,3078.8209,1.8137,10.94,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.5,0.091,0.364,0,0.045,0,8.411,137.5,124.815,1.8465,8262.178,86.0625,1489.535,754.3913,1604.5697,3091.4663,1.7907,10.87,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.455,0.091,0.409,0,0.045,0,8.456,137.275,124.86,1.8487,8308.348,86.9625,1515.95,754.2981,1608.4131,3103.8368,1.7682,13.6,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.409,0.091,0.455,0,0.045,0,8.502,137.045,124.906,1.851,8355.544,87.8825,1542.952,754.2029,1612.342,3116.4822,1.7452,14,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.364,0.091,0.5,0,0.045,0,8.547,136.82,124.951,1.8533,8401.714,88.7825,1569.367,754.1098,1616.1855,3128.8527,1.7227,12.19,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.346,0.091,0.518,0,0.045,0,8.565,136.73,124.969,1.8542,8420.182,89.1425,1579.933,754.0725,1617.7228,3133.8009,1.7137,11.92,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.318,0.091,0.546,0,0.045,0,8.593,136.59,124.997,1.8556,8448.91,89.7025,1596.369,754.0146,1620.1143,3141.4981,1.6997,11.49,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.273,0.091,0.591,0,0.045,0,8.638,136.365,125.042,1.8578,8495.08,90.6025,1622.784,753.9214,1623.9578,3153.8686,1.6772,14.07,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.482,0.091,0.363,0,0.064,0,8.353,137.41,124.966,1.8426,8227.636,85.1058,1507.986,752.2737,1601.6157,3088.7345,1.749,14.28,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.454,0.091,0.391,0,0.064,0,8.381,137.27,124.994,1.844,8256.364,85.6658,1524.422,752.2158,1604.0071,3096.4317,1.735,13.97,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.436,0.091,0.409,0,0.064,0,8.399,137.18,125.012,1.8449,8274.832,86.0258,1534.988,752.1785,1605.5445,3101.3799,1.726,10.48,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.409,0.091,0.436,0,0.064,0,8.426,137.045,125.039,1.8463,8302.534,86.5658,1550.837,752.1226,1607.8506,3108.8022,1.7125,4.23,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.391,0.091,0.454,0,0.064,0,8.444,136.955,125.057,1.8472,8321.002,86.9258,1561.403,752.0854,1609.388,3113.7504,1.7035,7.38,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.363,0.091,0.482,0,0.064,0,8.472,136.815,125.085,1.8486,8349.73,87.4858,1577.839,752.0274,1611.7795,3121.4476,1.6895,7.48,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.345,0.091,0.5,0,0.064,0,8.49,136.725,125.103,1.8495,8368.198,87.8458,1588.405,751.9901,1613.3168,3126.3958,1.6805,10.93,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.318,0.091,0.527,0,0.064,0,8.517,136.59,125.13,1.8508,8395.9,88.3858,1604.254,751.9342,1615.6229,3133.8181,1.667,10.85,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.454,0.091,0.382,0,0.073,0,8.345,137.27,125.057,1.8418,8231.254,85.0421,1528.157,751.2304,1601.8796,3092.7938,1.7195,13.88,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.427,0.091,0.409,0,0.073,0,8.372,137.135,125.084,1.8431,8258.956,85.5821,1544.006,751.1745,1604.1857,3100.2161,1.706,4.38,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.409,0.091,0.427,0,0.073,0,8.39,137.045,125.102,1.844,8277.424,85.9421,1554.572,751.1372,1605.7231,3105.1643,1.697,7.59,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.382,0.091,0.454,0,0.073,0,8.417,136.91,125.129,1.8454,8305.126,86.4821,1570.421,751.0813,1608.0292,3112.5866,1.6835,8.59,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.363,0.091,0.473,0,0.073,0,8.436,136.815,125.148,1.8463,8324.62,86.8621,1581.574,751.042,1609.6519,3117.8097,1.674,8.55,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.336,0.091,0.5,0,0.073,0,8.463,136.68,125.175,1.8477,8352.322,87.4021,1597.423,750.9861,1611.958,3125.232,1.6605,10.8,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.291,0.091,0.545,0,0.073,0,8.508,136.455,125.22,1.8499,8398.492,88.3021,1623.838,750.8929,1615.8015,3137.6025,1.638,12.61,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.418,0.091,0.409,0,0.082,0,8.345,137.09,125.156,1.8413,8243.08,85.1384,1553.024,750.1704,1602.8269,3099.0523,1.686,7.72,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.391,0.091,0.436,0,0.082,0,8.372,136.955,125.183,1.8427,8270.782,85.6784,1568.873,750.1145,1605.133,3106.4746,1.6725,6.89,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.372,0.091,0.455,0,0.082,0,8.391,136.86,125.202,1.8436,8290.276,86.0584,1580.026,750.0752,1606.7557,3111.6977,1.663,7.48,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.354,0.091,0.473,0,0.082,0,8.409,136.77,125.22,1.8445,8308.744,86.4184,1590.592,750.0379,1608.2931,3116.6459,1.654,8.5,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.336,0.091,0.491,0,0.082,0,8.427,136.68,125.238,1.8454,8327.212,86.7784,1601.158,750.0007,1609.8305,3121.5941,1.645,9.88,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.318,0.091,0.509,0,0.082,0,8.445,136.59,125.256,1.8463,8345.68,87.1384,1611.724,749.9634,1611.3679,3126.5423,1.636,10.98,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.5,0.091,0.318,0,0.091,0,8.227,137.5,125.137,1.835,8133.838,82.8747,1508.625,749.3548,1593.6958,3072.8726,1.7116,19.79,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.455,0.091,0.363,0,0.091,0,8.272,137.275,125.182,1.8372,8180.008,83.7747,1535.04,749.2616,1597.5392,3085.2431,1.6891,19.27,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.409,0.091,0.409,0,0.091,0,8.318,137.045,125.228,1.8395,8227.204,84.6947,1562.042,749.1664,1601.4681,3097.8885,1.6661,14.3,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.382,0.091,0.436,0,0.091,0,8.345,136.91,125.255,1.8409,8254.906,85.2347,1577.891,749.1105,1603.7741,3105.3108,1.6526,7.81,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.363,0.091,0.455,0,0.091,0,8.364,136.815,125.274,1.8418,8274.4,85.6147,1589.044,749.0712,1605.3969,3110.5339,1.6431,10.27,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.318,0.091,0.5,0,0.091,0,8.409,136.59,125.319,1.8441,8320.57,86.5147,1615.459,748.978,1609.2404,3122.9044,1.6206,10.57,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.273,0.091,0.545,0,0.091,0,8.454,136.365,125.364,1.8463,8366.74,87.4147,1641.874,748.8849,1613.0838,3135.2749,1.5981,13.45,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.345,0.091,0.455,0,0.109,0,8.31,136.725,125.418,1.8382,8242.648,84.7273,1607.08,747.0631,1602.6793,3108.2063,1.6031,17.33,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.464,0.091,0.318,0,0.127,0,8.119,137.32,125.425,1.8278,8070.334,81.0999,1544.697,745.3386,1588.2605,3068.2174,1.6316,20.43,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.418,0.091,0.364,0,0.127,0,8.165,137.09,125.471,1.8301,8117.53,82.0199,1571.699,745.2434,1592.1893,3080.8628,1.6086,19.05,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.373,0.091,0.409,0,0.127,0,8.21,136.865,125.516,1.8323,8163.7,82.9199,1598.114,745.1502,1596.0328,3093.2333,1.5861,20.25,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.318,0.091,0.455,0,0.136,0,8.229,136.59,125.634,1.8328,8195.02,83.3962,1634.134,744.051,1598.6028,3104.7149,1.5432,19.78,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.273,0.091,0.5,0,0.136,0,8.274,136.365,125.679,1.8351,8241.19,84.2962,1660.549,743.9578,1602.4463,3117.0854,1.5207,11.6,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.48,0.2,0.3,0,0.02,0,8.64,137.4,124.66,1.857,8353.32,87.214,1486.54,754.5518,1623.5934,3124.8038,1.7016,13.69,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.455,0.2,0.325,0,0.02,0,8.665,137.275,124.685,1.8583,8378.97,87.714,1501.215,754.5001,1625.7287,3131.6763,1.6891,13.09,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.43,0.2,0.35,0,0.02,0,8.69,137.15,124.71,1.8595,8404.62,88.214,1515.89,754.4483,1627.8639,3138.5488,1.6766,12.11,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.56,0.2,0.2,0,0.04,0,8.48,137.8,124.72,1.848,8215.44,84.228,1447.88,752.5276,1612.0328,3094.7276,1.7072,13.81,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.51,0.2,0.25,0,0.04,0,8.53,137.55,124.77,1.8505,8266.74,85.228,1477.23,752.4241,1616.3033,3108.4726,1.6822,13.58,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.485,0.2,0.275,0,0.04,0,8.555,137.425,124.795,1.8518,8292.39,85.728,1491.905,752.3724,1618.4386,3115.3451,1.6697,6.99,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.46,0.2,0.3,0,0.04,0,8.58,137.3,124.82,1.853,8318.04,86.228,1506.58,752.3206,1620.5738,3122.2176,1.6572,8.28,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.41,0.2,0.35,0,0.04,0,8.63,137.05,124.87,1.8555,8369.34,87.228,1535.93,752.2171,1624.8443,3135.9626,1.6322,11.56,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.36,0.2,0.4,0,0.04,0,8.68,136.8,124.92,1.858,8420.64,88.228,1565.28,752.1136,1629.1148,3149.7076,1.6072,13.08,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.31,0.2,0.45,0,0.04,0,8.73,136.55,124.97,1.8605,8471.94,89.228,1594.63,752.0101,1633.3853,3163.4526,1.5822,13.64,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.25,0.2,0.51,0,0.04,0,8.79,136.25,125.03,1.8635,8533.5,90.428,1629.85,751.8859,1638.5099,3179.9466,1.5522,13.57,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.6,0.2,0.15,0,0.05,0,8.4,138,124.75,1.8435,8146.5,82.735,1428.55,751.5155,1606.2525,3079.6895,1.71,13.61,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.525,0.2,0.225,0,0.05,0,8.475,137.625,124.825,1.8473,8223.45,84.235,1472.575,751.3603,1612.6583,3100.307,1.6725,12.04,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.465,0.2,0.275,0,0.06,0,8.495,137.325,124.955,1.8478,8257.11,84.742,1511.945,750.1412,1615.419,3112.7589,1.6253,5.44,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.415,0.2,0.325,0,0.06,0,8.545,137.075,125.005,1.8503,8308.41,85.742,1541.295,750.0377,1619.6895,3126.5039,1.6003,9.7,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.365,0.2,0.375,0,0.06,0,8.595,136.825,125.055,1.8528,8359.71,86.742,1570.645,749.9342,1623.96,3140.2489,1.5753,11.6,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.315,0.2,0.425,0,0.06,0,8.645,136.575,125.105,1.8553,8411.01,87.742,1599.995,749.8307,1628.2305,3153.9939,1.5503,13.9,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.265,0.2,0.475,0,0.06,0,8.695,136.325,125.155,1.8578,8462.31,88.742,1629.345,749.7272,1632.501,3167.7389,1.5253,14.63,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.58,0.2,0.15,0,0.07,0,8.34,137.9,124.91,1.8395,8111.22,81.749,1448.59,749.2843,1603.2329,3077.1033,1.6656,20.13,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.53,0.2,0.2,0,0.07,0,8.39,137.65,124.96,1.842,8162.52,82.749,1477.94,749.1808,1607.5034,3090.8483,1.6406,7.17,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.505,0.2,0.225,0,0.07,0,8.415,137.525,124.985,1.8433,8188.17,83.249,1492.615,749.1291,1609.6387,3097.7208,1.6281,5.02,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.48,0.2,0.25,0,0.07,0,8.44,137.4,125.01,1.8445,8213.82,83.749,1507.29,749.0773,1611.7739,3104.5933,1.6156,6.24,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.43,0.2,0.3,0,0.07,0,8.49,137.15,125.06,1.847,8265.12,84.749,1536.64,748.9738,1616.0444,3118.3383,1.5906,7.52,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.405,0.2,0.325,0,0.07,0,8.515,137.025,125.085,1.8483,8290.77,85.249,1551.315,748.9221,1618.1797,3125.2108,1.5781,9.15,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.38,0.2,0.35,0,0.07,0,8.54,136.9,125.11,1.8495,8316.42,85.749,1565.99,748.8703,1620.3149,3132.0833,1.5656,10.73,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.355,0.2,0.375,0,0.07,0,8.565,136.775,125.135,1.8508,8342.07,86.249,1580.665,748.8186,1622.4502,3138.9558,1.5531,11.05,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.33,0.2,0.4,0,0.07,0,8.59,136.65,125.16,1.852,8367.72,86.749,1595.34,748.7668,1624.5854,3145.8283,1.5406,11.78,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.28,0.2,0.45,0,0.07,0,8.64,136.4,125.21,1.8545,8419.02,87.749,1624.69,748.6633,1628.8559,3159.5733,1.5156,13.11,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.25,0.2,0.48,0,0.07,0,8.67,136.25,125.24,1.856,8449.8,88.349,1642.3,748.6012,1631.4182,3167.8203,1.5006,14.14,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.445,0.2,0.275,0,0.08,0,8.435,137.225,125.115,1.8438,8221.83,83.756,1531.985,747.91,1612.3994,3110.1727,1.5809,6.74,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.395,0.2,0.325,0,0.08,0,8.485,136.975,125.165,1.8463,8273.13,84.756,1561.335,747.8065,1616.6699,3123.9177,1.5559,8.64,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.37,0.2,0.35,0,0.08,0,8.51,136.85,125.19,1.8475,8298.78,85.256,1576.01,747.7547,1618.8051,3130.7902,1.5434,10.01,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.345,0.2,0.375,0,0.08,0,8.535,136.725,125.215,1.8488,8324.43,85.756,1590.685,747.703,1620.9404,3137.6627,1.5309,11.07,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.295,0.2,0.425,0,0.08,0,8.585,136.475,125.265,1.8513,8375.73,86.756,1620.035,747.5995,1625.2109,3151.4077,1.5059,12.41,1,10_50,,,,,,,,,,,,,,,,,,,,,,
(?),0.485,0.2,0.225,0,0.09,0,8.355,137.425,125.145,1.8393,8152.89,82.263,1512.655,746.8979,1606.6191,3095.1346,1.5837,6.76,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.41,0.2,0.3,0,0.09,0,8.43,137.05,125.22,1.843,8229.84,83.763,1556.68,746.7426,1613.0248,3115.7521,1.5462,8.33,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.36,0.2,0.35,0,0.09,0,8.48,136.8,125.27,1.8455,8281.14,84.763,1586.03,746.6391,1617.2953,3129.4971,1.5212,10.18,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.31,0.2,0.4,0,0.09,0,8.53,136.55,125.32,1.848,8332.44,85.763,1615.38,746.5356,1621.5658,3143.2421,1.4962,11.79,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.26,0.2,0.45,0,0.09,0,8.58,136.3,125.37,1.8505,8383.74,86.763,1644.73,746.4321,1625.8363,3156.9871,1.4712,13.55,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.55,0.2,0.15,0,0.1,0,8.25,137.75,125.15,1.8335,8058.3,80.27,1478.65,745.9375,1598.7035,3073.224,1.599,20.37,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.5,0.2,0.2,0,0.1,0,8.3,137.5,125.2,1.836,8109.6,81.27,1508,745.834,1602.974,3086.969,1.574,14.32,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.45,0.2,0.25,0,0.1,0,8.35,137.25,125.25,1.8385,8160.9,82.27,1537.35,745.7305,1607.2445,3100.714,1.549,15.76,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.375,0.2,0.325,0,0.1,0,8.425,136.875,125.325,1.8423,8237.85,83.77,1581.375,745.5753,1613.6503,3121.3315,1.5115,10.85,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.325,0.2,0.375,0,0.1,0,8.475,136.625,125.375,1.8448,8289.15,84.77,1610.725,745.4718,1617.9208,3135.0765,1.4865,11.34,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.275,0.2,0.425,0,0.1,0,8.525,136.375,125.425,1.8473,8340.45,85.77,1640.075,745.3683,1622.1913,3148.8215,1.4615,12.94,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.25,0.2,0.45,0,0.1,0,8.55,136.25,125.45,1.8485,8366.1,86.27,1654.75,745.3165,1624.3265,3155.694,1.449,13.2,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.405,0.2,0.275,0,0.12,0,8.315,137.025,125.435,1.8358,8151.27,81.784,1572.065,743.4476,1606.3602,3105.0003,1.4921,14.41,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.38,0.2,0.3,0,0.12,0,8.34,136.9,125.46,1.837,8176.92,82.284,1586.74,743.3958,1608.4954,3111.8728,1.4796,10.09,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.33,0.2,0.35,0,0.12,0,8.39,136.65,125.51,1.8395,8228.22,83.284,1616.09,743.2923,1612.7659,3125.6178,1.4546,11.97,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.47,0.2,0.2,0,0.13,0,8.21,137.35,125.44,1.83,8056.68,79.791,1538.06,742.4872,1598.4446,3083.0897,1.5074,19.61,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.42,0.2,0.25,0,0.13,0,8.26,137.1,125.49,1.8325,8107.98,80.791,1567.41,742.3837,1602.7151,3096.8347,1.4824,19.75,1,10_50,,,,,,,,,,,,,,,,,,,,,,
(?),0.37,0.2,0.3,0,0.13,0,8.31,136.85,125.54,1.835,8159.28,81.791,1596.76,742.2802,1606.9856,3110.5797,1.4574,18.63,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.32,0.2,0.35,0,0.13,0,8.36,136.6,125.59,1.8375,8210.58,82.791,1626.11,742.1767,1611.2561,3124.3247,1.4324,13.5,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.27,0.2,0.4,0,0.13,0,8.41,136.35,125.64,1.84,8261.88,83.791,1655.46,742.0732,1615.5266,3138.0697,1.4074,14.07,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.5,0.2,0.15,0,0.15,0,8.1,137.5,125.55,1.8235,7970.1,77.805,1528.75,740.3595,1591.1545,3066.7585,1.488,18.41,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.68,0.3,0,0,0.02,0,8.54,138.4,124.46,1.85,8148.92,82.314,1365.14,752.6398,1616.9754,3086.0938,1.6896,17.56,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.655,0.3,0.025,0,0.02,0,8.565,138.275,124.485,1.8513,8174.57,82.814,1379.815,752.5881,1619.1107,3092.9663,1.6771,9.25,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.63,0.3,0.05,0,0.02,0,8.59,138.15,124.51,1.8525,8200.22,83.314,1394.49,752.5363,1621.2459,3099.8388,1.6646,5.11,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.605,0.3,0.075,0,0.02,0,8.615,138.025,124.535,1.8538,8225.87,83.814,1409.165,752.4846,1623.3812,3106.7113,1.6521,1.86,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.58,0.3,0.1,0,0.02,0,8.64,137.9,124.56,1.855,8251.52,84.314,1423.84,752.4328,1625.5164,3113.5838,1.6396,2.57,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.53,0.3,0.15,0,0.02,0,8.69,137.65,124.61,1.8575,8302.82,85.314,1453.19,752.3293,1629.7869,3127.3288,1.6146,7.3,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.505,0.3,0.175,0,0.02,0,8.715,137.525,124.635,1.8588,8328.47,85.814,1467.865,752.2776,1631.9222,3134.2013,1.6021,9.98,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.455,0.3,0.225,0,0.02,0,8.765,137.275,124.685,1.8613,8379.77,86.814,1497.215,752.1741,1636.1927,3147.9463,1.5771,12.38,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.43,0.3,0.25,0,0.02,0,8.79,137.15,124.71,1.8625,8405.42,87.314,1511.89,752.1223,1638.3279,3154.8188,1.5646,13.47,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.38,0.3,0.3,0,0.02,0,8.84,136.9,124.76,1.865,8456.72,88.314,1541.24,752.0188,1642.5984,3168.5638,1.5396,13.94,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.33,0.3,0.35,0,0.02,0,8.89,136.65,124.81,1.8675,8508.02,89.314,1570.59,751.9153,1646.8689,3182.3088,1.5146,15.54,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.635,0.3,0.025,0,0.04,0,8.505,138.175,124.645,1.8473,8139.29,81.828,1399.855,750.3569,1616.0911,3090.3801,1.6327,2.11,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.61,0.3,0.05,0,0.04,0,8.53,138.05,124.67,1.8485,8164.94,82.328,1414.53,750.3051,1618.2263,3097.2526,1.6202,6.44,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.585,0.3,0.075,0,0.04,0,8.555,137.925,124.695,1.8498,8190.59,82.828,1429.205,750.2534,1620.3616,3104.1251,1.6077,5.57,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.56,0.3,0.1,0,0.04,0,8.58,137.8,124.72,1.851,8216.24,83.328,1443.88,750.2016,1622.4968,3110.9976,1.5952,4.36,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.535,0.3,0.125,0,0.04,0,8.605,137.675,124.745,1.8523,8241.89,83.828,1458.555,750.1499,1624.6321,3117.8701,1.5827,6.17,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.485,0.3,0.175,0,0.04,0,8.655,137.425,124.795,1.8548,8293.19,84.828,1487.905,750.0464,1628.9026,3131.6151,1.5577,8.61,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.46,0.3,0.2,0,0.04,0,8.68,137.3,124.82,1.856,8318.84,85.328,1502.58,749.9946,1631.0378,3138.4876,1.5452,12.03,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.435,0.3,0.225,0,0.04,0,8.705,137.175,124.845,1.8573,8344.49,85.828,1517.255,749.9429,1633.1731,3145.3601,1.5327,12.27,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.41,0.3,0.25,0,0.04,0,8.73,137.05,124.87,1.8585,8370.14,86.328,1531.93,749.8911,1635.3083,3152.2326,1.5202,12.01,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.385,0.3,0.275,0,0.04,0,8.755,136.925,124.895,1.8598,8395.79,86.828,1546.605,749.8394,1637.4436,3159.1051,1.5077,12.05,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.36,0.3,0.3,0,0.04,0,8.78,136.8,124.92,1.861,8421.44,87.328,1561.28,749.7876,1639.5788,3165.9776,1.4952,13.26,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.64,0.3,0,0,0.06,0,8.42,138.2,124.78,1.842,8078.36,80.342,1405.22,748.1774,1610.9362,3080.9214,1.6008,23.2,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.59,0.3,0.05,0,0.06,0,8.47,137.95,124.83,1.8445,8129.66,81.342,1434.57,748.0739,1615.2067,3094.6664,1.5758,14.82,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.565,0.3,0.075,0,0.06,0,8.495,137.825,124.855,1.8458,8155.31,81.842,1449.245,748.0222,1617.342,3101.5389,1.5633,9.06,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.515,0.3,0.125,0,0.06,0,8.545,137.575,124.905,1.8483,8206.61,82.842,1478.595,747.9187,1621.6125,3115.2839,1.5383,7.13,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.49,0.3,0.15,0,0.06,0,8.57,137.45,124.93,1.8495,8232.26,83.342,1493.27,747.8669,1623.7477,3122.1564,1.5258,7.5,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.465,0.3,0.175,0,0.06,0,8.595,137.325,124.955,1.8508,8257.91,83.842,1507.945,747.8152,1625.883,3129.0289,1.5133,9.58,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.44,0.3,0.2,0,0.06,0,8.62,137.2,124.98,1.852,8283.56,84.342,1522.62,747.7634,1628.0182,3135.9014,1.5008,9.82,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.39,0.3,0.25,0,0.06,0,8.67,136.95,125.03,1.8545,8334.86,85.342,1551.97,747.6599,1632.2887,3149.6464,1.4758,11.86,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.3,0.3,0.34,0,0.06,0,8.76,136.5,125.12,1.859,8427.2,87.142,1604.8,747.4736,1639.9756,3174.3874,1.4308,15.93,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.595,0.3,0.025,0,0.08,0,8.385,137.975,124.965,1.8393,8068.73,79.856,1439.935,745.8945,1610.0519,3085.2077,1.5439,18.7,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.545,0.3,0.075,0,0.08,0,8.435,137.725,125.015,1.8418,8120.03,80.856,1469.285,745.791,1614.3224,3098.9527,1.5189,16.69,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.495,0.3,0.125,0,0.08,0,8.485,137.475,125.065,1.8443,8171.33,81.856,1498.635,745.6875,1618.5929,3112.6977,1.4939,9.98,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.47,0.3,0.15,0,0.08,0,8.51,137.35,125.09,1.8455,8196.98,82.356,1513.31,745.6357,1620.7281,3119.5702,1.4814,9.75,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.445,0.3,0.175,0,0.08,0,8.535,137.225,125.115,1.8468,8222.63,82.856,1527.985,745.584,1622.8634,3126.4427,1.4689,11.08,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.42,0.3,0.2,0,0.08,0,8.56,137.1,125.14,1.848,8248.28,83.356,1542.66,745.5322,1624.9986,3133.3152,1.4564,9.61,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.395,0.3,0.225,0,0.08,0,8.585,136.975,125.165,1.8493,8273.93,83.856,1557.335,745.4805,1627.1339,3140.1877,1.4439,11.29,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.37,0.3,0.25,0,0.08,0,8.61,136.85,125.19,1.8505,8299.58,84.356,1572.01,745.4287,1629.2691,3147.0602,1.4314,12.02,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.345,0.3,0.275,0,0.08,0,8.635,136.725,125.215,1.8518,8325.23,84.856,1586.685,745.377,1631.4044,3153.9327,1.4189,11.92,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.3,0.3,0.32,0,0.08,0,8.68,136.5,125.26,1.854,8371.4,85.756,1613.1,745.2838,1635.2478,3166.3032,1.3964,15.25,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.6,0.3,0,0,0.1,0,8.3,138,125.1,1.834,8007.8,78.37,1445.3,743.715,1604.897,3075.749,1.512,22.63,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.55,0.3,0.05,0,0.1,0,8.35,137.75,125.15,1.8365,8059.1,79.37,1474.65,743.6115,1609.1675,3089.494,1.487,18.6,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.45,0.3,0.15,0,0.1,0,8.45,137.25,125.25,1.8415,8161.7,81.37,1533.35,743.4045,1617.7085,3116.984,1.437,12.43,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.4,0.3,0.2,0,0.1,0,8.5,137,125.3,1.844,8213,82.37,1562.7,743.301,1621.979,3130.729,1.412,11.63,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.35,0.3,0.25,0,0.1,0,8.55,136.75,125.35,1.8465,8264.3,83.37,1592.05,743.1975,1626.2495,3144.474,1.387,12.28,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.3,0.3,0.3,0,0.1,0,8.6,136.5,125.4,1.849,8315.6,84.37,1621.4,743.094,1630.52,3158.219,1.362,16.84,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.555,0.3,0.025,0,0.12,0,8.265,137.775,125.285,1.8313,7998.17,77.884,1480.015,741.4321,1604.0127,3080.0353,1.4551,20.22,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.505,0.3,0.075,0,0.12,0,8.315,137.525,125.335,1.8338,8049.47,78.884,1509.365,741.3286,1608.2832,3093.7803,1.4301,18.45,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.455,0.3,0.125,0,0.12,0,8.365,137.275,125.385,1.8363,8100.77,79.884,1538.715,741.2251,1612.5537,3107.5253,1.4051,13.25,1,10_50,,,,,,,,,,,,,,,,,,,,,,
,0.405,0.3,0.175,0,0.12,0,8.415,137.025,125.435,1.8388,8152.07,80.884,1568.065,741.1216,1616.8242,3121.2703,1.3801,16.77,1,10_50,,,0.621,0.286,0.079,0.014,0,0,8.623,138.175,124.379,1.8575,8240.502,84.922,1397.801,753.5277,1624.4696,3104.6865,1.6777,0.54,,
,0.355,0.3,0.225,0,0.12,0,8.465,136.775,125.485,1.8413,8203.37,81.884,1597.415,741.0181,1621.0947,3135.0153,1.3551,13.22,1,10_50,,,0.428,0.091,0.395,0.086,0,0,8.405,137.57,124.572,1.8613,8310.24,90.105,1548.556,749.9217,1616.3946,3108.3613,1.6326,2.2,1,
,0.3,0.3,0.28,0,0.12,0,8.52,136.5,125.54,1.844,8259.8,82.984,1629.7,740.9042,1625.7922,3150.1348,1.3276,12.94,1,10_50,,,0.501,0.167,0.261,0.071,0,0,8.453,137.86,124.499,1.86,8262.35,88.051,1496.485,749.918,1618.97777,3104.3368,1.6187,1.69,1,
,0.23,0.3,0.35,0,0.12,0,8.59,136.15,125.61,1.8475,8331.62,84.384,1670.79,740.7593,1631.7709,3169.3778,1.2926,10.95,1,10_50,,,0.561,0.231,0.162,0.046,0,0,8.532,138.035,124.439,1.8589,8245.302,86.425,1448.405,751.2418,1621.99263,3104.3856,1.6351,1.87,1,
,0.55,0.3,0,0,0.15,0,8.15,137.75,125.5,1.824,7919.6,75.905,1495.4,738.137,1597.348,3069.2835,1.401,21.03,1,10_50,,Q2,0.5523,0.2386,0.167,0.0421,0,0,8.56,137.972,124.4477,1.8595,8261.153,86.554,1451.6011,751.4664,1623.755991,3108.97003,1.6312,7.6,1,10_50
,0.5,0.3,0.05,0,0.15,0,8.2,137.5,125.55,1.8265,7970.9,76.905,1524.75,738.0335,1601.6185,3083.0285,1.376,20.7,1,10_50,,Q3,0.4922,0.1724,0.2705,0.0649,0,0,8.4855,137.7855,124.5078,1.8606,8282.158,88.215,1498.9214,750.4301,1620.646404,3109.13022,1.6224,10.39,1,10_50
FeNiCo_new,0.625,0.34,0.035,0,0,0,8.715,138.125,124.375,1.859,8261.47,84.44,1387.525,753.7854,1630.5864,3115.8055,1.6517,0.3,1,30-100,,Q4,0.4184,0.0937,0.4085,0.0794,0,0,8.4371,137.489,124.5816,1.8619,8331.7272,90.3123,1551.364,750.5487,1617.877844,3113.05795,1.64,0.875,1,10_50
,0.635,0.325,0.04,0,0,0,8.69,138.175,124.365,1.858,8251.09,84.375,1382.255,754.155,1628.1627,3110.616,1.6735,0.1,1,30-100,,Q5,0.5254,0.2188,0.2083,0.0475,0,0,8.5509,137.8645,124.4746,1.8603,8279.09,87.2378,1470.4082,751.2906,1623.670068,3111.8193,1.6274,8.11,1,10_50
,0.63,0.33,0.04,0,0,0,8.7,138.15,124.37,1.8584,8256.26,84.43,1384.99,754.0283,1629.1129,3112.804,1.6654,0.4,1,30-100,,Q6,0.3997,0.0686,0.395,0.079,0,0.0577,8.5473,137.3935,124.7734,1.8632,8352.5706,108.2246,1539.5231,750.2933,1634.731508,3132.8096,1.5605,6.04,1,10_50
,0.625,0.335,0.04,0,0,0,8.71,138.125,124.375,1.8588,8261.43,84.485,1387.725,753.9017,1630.0632,3114.992,1.6573,0.5,1,30-100,,Q7,0.4404,0.1371,0.3467,0.0758,0,0,8.4693,137.581,124.5596,1.8621,8315.8384,89.5033,1535.2308,749.9719,1620.74792,3114.95405,1.6108,3.34,1,10_50
,0.635,0.315,0.05,0,0,0,8.68,138.175,124.365,1.8577,8251.01,84.465,1382.655,754.3876,1627.1163,3108.989,1.6847,0.1,1,30-100,,Q8,0.562,0.231,0.161,0.046,0,0,8.531,138.04,124.438,1.8588,8244.276,86.405,1447.818,751.2439,1621.9072,3104.1107,1.6356,8.38,1,10_50
,0.625,0.325,0.05,0,0,0,8.7,138.125,124.375,1.8585,8261.35,84.575,1388.125,754.1343,1629.0168,3113.365,1.6685,0.5,1,30-100,,Q9,0.501,0.167,0.261,0.071,0,0,8.453,137.86,124.499,1.86,8262.35,88.051,1496.485,749.91802,1618.9778,3104.3368,1.6187,1.75,1,10_50
,0.635,0.305,0.06,0,0,0,8.67,138.175,124.365,1.8574,8250.93,84.555,1383.055,754.6202,1626.0699,3107.362,1.6959,0.1,1,30-100,,Q10,0.427,0.091,0.396,0.086,0,0,8.406,137.565,124.573,1.8614,8311.266,90.125,1549.143,749.91965,1616.48,3108.6362,1.6321,1.32,1,10_50
,0.625,0.315,0.06,0,0,0,8.69,138.125,124.375,1.8582,8261.27,84.665,1388.525,754.3669,1627.9704,3111.738,1.6797,0.1,1,30-100,,Q11,0.602,0.2407,0.0927,0.0075,0,0.0568,8.7274,138.0079,124.532,1.8577,8269.6701,102.7722,1384.2527,754.1914773,1638.8419,3121.517272,1.6358,8.78,0.9997,10_50
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