├── Multi_Stat_Supplement.pdf ├── README.md ├── [lty]Notes_multiSTAT.pdf ├── datasets ├── Johnson&Wichern_6ed.zip ├── hemophilia.DAT ├── hemophiliaNew.DAT └── song_data.csv └── homework ├── hw1.pdf ├── hw2.pdf ├── hw3.pdf ├── hw4.pdf └── hw5.pdf /Multi_Stat_Supplement.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kellty/multiSTAT/ae69958475409884993015c4d0c81af09ac01214/Multi_Stat_Supplement.pdf -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # multiSTAT 2 | Applied Multivariate Statistical Analysis | PKU 2019 Fall 3 | 4 | https://zhuanlan.zhihu.com/p/91593024 5 | 6 | ## Errata: 7 | - (p.i) * URL should be changed to https://www.math.pku.edu.cn/teachers/yaof/Homepage.html 8 | - (p.ii) \[JW\] URL should be changed to https://sites.ualberta.ca/~dwiens/stat575/datasets 9 | - (p.ii) \[JWHT\] URL might be changed to https://www.statlearning.com/ 10 | - (p.2) γ_{kℓ} should be z_{k}'x_{ℓ}/||z_{k}||^2 11 | - (p.3) "takes the form ... of MSE=Var+Bias^2" should be "has MSE=Var+Bias^2 of the form ..." 12 | - (p.11) a'Sa should be a_{k}'Sa_{k} in the last line above §11 13 | - (p.25) H should be X(X'X+λJ)^{-1}X' 14 | - 15 | -------------------------------------------------------------------------------- /[lty]Notes_multiSTAT.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kellty/multiSTAT/ae69958475409884993015c4d0c81af09ac01214/[lty]Notes_multiSTAT.pdf -------------------------------------------------------------------------------- /datasets/Johnson&Wichern_6ed.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kellty/multiSTAT/ae69958475409884993015c4d0c81af09ac01214/datasets/Johnson&Wichern_6ed.zip -------------------------------------------------------------------------------- /datasets/hemophilia.DAT: -------------------------------------------------------------------------------- 1 | 1 -0.0056 -0.1657 2 | 1 -0.1698 -0.1585 3 | 1 -0.3469 -0.1879 4 | 1 -0.0894 0.0064 5 | 1 -0.1679 0.0713 6 | 1 -0.0836 0.0106 7 | 1 -0.1979 -0.0005 8 | 1 -0.0762 0.0392 9 | 1 -0.1913 -0.2123 10 | 1 -0.1092 -0.1190 11 | 1 -0.5268 -0.4773 12 | 1 -0.0842 0.0248 13 | 1 -0.0225 -0.0580 14 | 1 0.0084 0.0782 15 | 1 -0.1827 -0.1138 16 | 1 0.1237 0.2140 17 | 1 -0.4702 -0.3099 18 | 1 -0.1519 -0.0686 19 | 1 0.0006 -0.1153 20 | 1 -0.2015 -0.0498 21 | 1 -0.1932 -0.2293 22 | 1 0.1507 0.0933 23 | 1 -0.1259 -0.0669 24 | 1 -0.1551 -0.1232 25 | 1 -0.1952 -0.1007 26 | 1 0.0291 0.0442 27 | 1 -0.2280 -0.1710 28 | 1 -0.0997 -0.0733 29 | 1 -0.1972 -0.0607 30 | 1 -0.0867 -0.0560 31 | 2 -0.3478 0.1151 32 | 2 -0.3618 -0.2008 33 | 2 -0.4986 -0.0860 34 | 2 -0.5015 -0.2984 35 | 2 -0.1326 0.0097 36 | 2 -0.6911 -0.3390 37 | 2 -0.3608 0.1237 38 | 2 -0.4535 -0.1682 39 | 2 -0.3479 -0.1721 40 | 2 -0.3539 0.0722 41 | 2 -0.4719 -0.1079 42 | 2 -0.3610 -0.0399 43 | 2 -0.3226 0.1670 44 | 2 -0.4319 -0.0687 45 | 2 -0.2734 -0.0020 46 | 2 -0.5573 0.0548 47 | 2 -0.3755 -0.1865 48 | 2 -0.4950 -0.0153 49 | 2 -0.5107 -0.2483 50 | 2 -0.1652 0.2132 51 | 2 -0.2447 -0.0407 52 | 2 -0.4232 -0.0998 53 | 2 -0.2375 0.2876 54 | 2 -0.2205 0.0046 55 | 2 -0.2154 -0.0219 56 | 2 -0.3447 0.0097 57 | 2 -0.2540 -0.0573 58 | 2 -0.3778 -0.2682 59 | 2 -0.4046 -0.1162 60 | 2 -0.0639 0.1569 61 | 2 -0.3351 -0.1368 62 | 2 -0.0149 0.1539 63 | 2 -0.0312 0.1400 64 | 2 -0.1740 -0.0776 65 | 2 -0.1416 0.1642 66 | 2 -0.1508 0.1137 67 | 2 -0.0964 0.0531 68 | 2 -0.2642 0.0867 69 | 2 -0.0234 0.0804 70 | 2 -0.3352 0.0875 71 | 2 -0.1878 0.2510 72 | 2 -0.1744 0.1892 73 | 2 -0.4055 -0.2418 74 | 2 -0.2444 0.1614 75 | 2 -0.4784 0.0282 76 | -------------------------------------------------------------------------------- /datasets/hemophiliaNew.DAT: -------------------------------------------------------------------------------- 1 | -0.112 -0.279 2 | -0.059 -0.068 3 | 0.064 0.012 4 | -0.043 -0.052 5 | -0.050 -0.098 6 | -0.094 -0.113 7 | -0.123 -0.143 8 | -0.011 -0.037 9 | -0.210 -0.090 10 | -0.126 -0.019 -------------------------------------------------------------------------------- /datasets/song_data.csv: -------------------------------------------------------------------------------- 1 | acousticness,danceability,duration,energy,instrumentalness,key,liveness,loudness,mode,speechiness,tempo,time_signature,valence,label 2 | 0.713,0.514,100125,0.521,0.816,8,0.112,-14.835,0,0.0444,119.879,4,0.143,1 3 | 0.192,0.714,207019,0.614,0.0,4,0.263,-6.935,1,0.0319,123.969,4,0.582,1 4 | 0.333,0.63,216200,0.455,3.59e-6,5,0.127,-9.29,1,0.0292,139.931,4,0.199,1 5 | 0.601,0.81,136413,0.221,0.21,5,0.184,-11.005,1,0.0429,109.96,4,0.798,1 6 | 0.883,0.465,181440,0.459,0.000173,6,0.0692,-8.137,0,0.0351,90.807,4,0.288,1 7 | 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0.284,0.438,236493,0.464,0.0035,1,0.221,-7.831,1,0.0304,119.601,4,0.321,1 94 | 0.0399,0.707,197355,0.758,0.0,4,0.141,-4.511,0,0.0917,97.037,4,0.674,0 95 | 0.0183,0.875,179512,0.835,0.00281,2,0.336,-3.626,1,0.0499,123.054,4,0.287,0 96 | 0.0206,0.769,223187,0.793,0.0,11,0.0388,-4.25,1,0.0278,99.649,4,0.603,0 97 | 0.946,0.323,100133,0.0461,0.0164,0,0.165,-27.817,1,0.0427,123.772,4,0.315,1 98 | 0.00689,0.865,287000,0.664,0.0,2,0.142,-6.822,1,0.108,162.831,4,0.565,0 99 | 0.982,0.322,276573,0.0549,0.851,9,0.0607,-24.028,0,0.0433,64.128,4,0.149,1 100 | 0.0235,0.505,224387,0.624,0.0,7,0.5,-6.513,1,0.0371,139.849,4,0.215,1 101 | 0.152,0.677,236853,0.497,0.0,5,0.0911,-5.763,1,0.0809,99.137,4,0.419,1 102 | 0.22,0.877,215547,0.537,0.000642,8,0.118,-6.035,1,0.0531,118.954,4,0.813,1 103 | 0.11,0.731,193467,0.748,0.0,1,0.325,-5.115,1,0.0443,94.965,4,0.836,0 104 | 0.586,0.565,238933,0.461,0.0,0,0.162,-7.273,1,0.141,157.894,4,0.199,1 105 | 0.472,0.679,230960,0.464,1.61e-5,6,0.105,-13.532,0,0.0395,102.315,3,0.922,1 106 | 0.0126,0.778,193467,0.615,1.44e-6,7,0.108,-6.529,1,0.0384,120.045,4,0.648,1 107 | 0.00661,0.607,251733,0.759,5.72e-5,0,0.315,-8.502,1,0.024,104.026,4,0.746,1 108 | 0.00464,0.321,189480,0.955,0.00897,10,0.269,-2.749,0,0.146,167.467,4,0.331,1 109 | 0.409,0.613,185767,0.616,0.0,4,0.398,-5.784,1,0.041,133.957,4,0.185,0 110 | 0.702,0.439,308520,0.488,0.000339,11,0.16,-14.464,1,0.0615,93.017,4,0.629,1 111 | 0.448,0.72,198587,0.466,4.62e-5,2,0.282,-14.833,1,0.0361,126.199,4,0.778,1 112 | 0.246,0.759,186453,0.733,2.11e-6,0,0.0493,-4.773,1,0.0362,121.977,4,0.481,1 113 | 0.0148,0.697,276569,0.527,0.0,1,0.0912,-7.958,1,0.08,132.895,4,0.132,0 114 | 0.992,0.525,228253,0.0553,0.933,2,0.0934,-22.358,1,0.0633,67.325,4,0.256,1 115 | 3.68e-6,0.158,277236,0.953,0.937,7,0.506,-4.517,1,0.0833,106.68,4,0.133,0 116 | 0.168,0.859,195613,0.756,4.65e-5,8,0.163,-3.36,0,0.0643,102.033,4,0.91,0 117 | 0.741,0.658,172027,0.505,0.0,0,0.0528,-9.958,1,0.231,130.49,4,0.698,1 118 | 0.0558,0.556,326347,0.644,2.32e-5,6,0.35,-5.805,0,0.402,140.009,4,0.499,0 119 | 0.0627,0.911,91840,0.546,3.37e-6,2,0.177,-9.792,1,0.227,91.989,4,0.859,0 120 | 0.0242,0.551,244227,0.951,2.91e-6,9,0.156,-3.395,1,0.0717,99.992,4,0.509,1 121 | 0.00427,0.597,171360,0.837,0.00114,10,0.839,-6.518,1,0.375,126.342,4,0.447,0 122 | 0.688,0.533,214667,0.0416,2.03e-5,5,0.39,-27.456,1,0.04,107.249,4,0.297,1 123 | 0.241,0.441,226829,0.752,0.0,11,0.408,-6.976,0,0.57,163.987,4,0.409,0 124 | 6.34e-5,0.448,254510,0.991,0.0,8,0.354,-2.507,0,0.113,130.032,4,0.242,0 125 | 0.764,0.571,263413,0.479,0.00945,7,0.167,-7.732,1,0.0257,111.966,4,0.312,1 126 | 0.00347,0.702,174201,0.987,0.0256,7,0.281,-2.711,1,0.148,99.982,4,0.261,0 127 | 0.108,0.632,281027,0.805,3.13e-5,4,0.361,-6.989,1,0.0262,97.032,4,0.681,1 128 | 0.00214,0.276,240667,0.982,5.39e-6,4,0.288,-4.115,0,0.188,103.925,3,0.317,0 129 | 0.0973,0.84,202200,0.707,0.0,9,0.27,-6.957,1,0.0514,129.532,4,0.697,0 130 | 0.00347,0.547,286800,0.854,0.0336,2,0.323,-3.763,1,0.0299,110.047,4,0.347,1 131 | 0.311,0.77,279507,0.505,7.4e-5,1,0.0777,-7.345,1,0.0828,171.798,4,0.757,0 132 | 0.687,0.341,181400,0.975,0.904,0,0.352,-4.033,1,0.0933,146.976,3,0.446,1 133 | 0.373,0.653,174785,0.66,0.0,6,0.684,-4.966,1,0.0511,87.958,4,0.677,1 134 | 0.616,0.472,205787,0.701,1.48e-6,0,0.966,-8.138,1,0.0942,140.823,4,0.477,1 135 | 0.0141,0.697,228427,0.949,0.0,0,0.748,-7.202,1,0.0353,132.379,4,0.904,0 136 | 0.917,0.796,249813,0.252,0.61,9,0.0577,-9.183,0,0.0442,123.039,4,0.626,1 137 | 0.0246,0.371,262080,0.823,0.0,7,0.0894,-6.766,1,0.0568,188.055,4,0.471,0 138 | 0.000924,0.586,227741,0.877,0.0811,8,0.0723,-2.373,1,0.105,125.014,4,0.447,1 139 | 0.0468,0.503,296512,0.896,0.0,5,0.716,-6.567,0,0.204,81.191,4,0.663,0 140 | 0.0501,0.699,242427,0.79,1.81e-6,7,0.0309,-3.51,1,0.115,90.922,4,0.959,0 141 | 0.578,0.725,178640,0.321,0.0,1,0.0884,-10.744,0,0.323,70.142,4,0.319,0 142 | 0.654,0.194,334853,0.29,1.72e-6,1,0.0784,-10.769,1,0.0359,69.798,3,0.0704,1 143 | 0.271,0.745,185067,0.839,1.89e-5,2,0.0985,-5.405,1,0.0532,104.023,4,0.807,1 144 | 0.0205,0.622,208213,0.787,0.0,9,0.108,-5.912,1,0.0483,100.308,4,0.772,1 145 | 0.0527,0.679,221840,0.684,0.000895,6,0.177,-8.559,1,0.278,151.748,4,0.755,0 146 | 0.0184,0.742,191867,0.747,0.0,2,0.12,-7.809,1,0.0574,123.943,4,0.357,1 147 | 0.778,0.646,184480,0.314,0.00071,0,0.123,-8.999,1,0.0345,149.97,4,0.457,1 148 | 0.0226,0.814,144080,0.855,0.000326,2,0.144,-4.053,1,0.191,170.065,4,0.863,0 149 | 0.0913,0.581,163612,0.672,0.0,0,0.264,-6.392,0,0.0487,119.952,4,0.623,1 150 | 0.887,0.389,192053,0.396,0.0,7,0.0828,-7.999,1,0.0332,171.86,3,0.585,1 151 | 0.087,0.546,153173,0.915,2.24e-6,5,0.341,-3.783,1,0.0435,170.15,4,0.924,0 152 | 0.00016,0.605,157031,0.964,0.611,8,0.858,-4.713,1,0.033,127.93,4,0.078,0 153 | 0.586,0.565,238933,0.461,0.0,0,0.162,-7.273,1,0.141,157.894,4,0.199,1 154 | 0.362,0.29,237747,0.571,0.0,6,0.281,-8.553,0,0.0403,98.42,4,0.518,1 155 | 0.00541,0.798,171000,0.717,0.00127,9,0.0613,-4.564,1,0.118,105.024,4,0.775,1 156 | 0.816,0.607,224040,0.481,0.0,8,0.128,-6.643,1,0.0324,137.02,4,0.312,1 157 | 0.932,0.157,198531,0.195,0.93,10,0.122,-18.487,1,0.0438,177.964,4,0.169,1 158 | 0.283,0.537,226640,0.314,0.865,4,0.176,-9.006,1,0.0311,107.614,4,0.22,1 159 | 0.265,0.886,196627,0.626,0.0,11,0.024,-2.528,0,0.277,93.989,4,0.856,0 160 | 0.291,0.542,233333,0.76,6.62e-6,0,0.268,-10.175,1,0.0546,170.182,4,0.633,1 161 | 0.0162,0.543,292093,0.915,0.0,0,0.744,-4.746,0,0.113,153.998,4,0.577,0 162 | 0.695,0.383,282787,0.46,0.0,1,0.194,-9.099,1,0.0526,165.635,4,0.541,1 163 | 0.00758,0.466,220307,0.657,0.00115,3,0.344,-6.379,0,0.217,139.809,4,0.659,0 164 | 0.000238,0.44,290427,0.975,0.0159,11,0.407,-2.024,1,0.0806,147.938,4,0.552,0 165 | 0.194,0.853,75413,0.777,0.0,1,0.118,-3.167,0,0.182,168.056,4,0.314,0 166 | 0.541,0.449,275160,0.523,4.1e-5,9,0.162,-7.949,1,0.028,142.438,4,0.553,1 167 | 0.133,0.439,232858,0.715,0.0014,3,0.0921,-7.726,1,0.0353,151.946,4,0.42,1 168 | 0.808,0.55,226200,0.154,0.0,7,0.184,-14.917,1,0.0539,82.126,4,0.751,1 169 | 0.138,0.762,162733,0.724,7.71e-5,11,0.187,-6.309,0,0.0624,132.051,4,0.775,0 170 | 0.95,0.96,189200,0.32,0.878,7,0.15,-9.713,1,0.0906,124.968,4,0.695,1 171 | 0.0321,0.758,160827,0.71,4.88e-6,7,0.332,-5.325,1,0.0315,124.069,4,0.961,0 172 | 0.101,0.681,204699,0.925,1.7e-5,8,0.343,-5.436,1,0.209,135.953,4,0.646,0 173 | 0.881,0.603,155600,0.321,0.0,2,0.34,-11.489,1,0.0599,143.104,4,0.844,1 174 | 0.133,0.458,187200,0.774,2.16e-5,2,0.125,-6.828,1,0.0341,151.984,4,0.704,1 175 | 0.722,0.401,547880,0.175,9.58e-6,7,0.325,-16.699,1,0.0349,120.02,4,0.199,1 176 | 0.0254,0.541,205200,0.854,0.000125,2,0.651,-6.196,1,0.155,86.044,4,0.454,0 177 | 0.224,0.765,133012,0.61,0.0,2,0.0277,-7.408,1,0.402,83.125,4,0.543,0 178 | 0.0894,0.703,231189,0.656,0.0,1,0.371,-4.593,0,0.0496,110.082,4,0.214,0 179 | 0.0117,0.838,245387,0.771,0.0,1,0.0853,-3.791,1,0.244,175.957,4,0.405,0 180 | 0.0662,0.532,199796,0.859,0.0,1,0.684,-4.106,1,0.142,118.919,4,0.934,0 181 | 0.833,0.379,177333,0.41,0.555,9,0.0644,-14.768,1,0.0408,78.519,4,0.72,1 182 | 0.13,0.708,232773,0.804,0.0,4,0.339,-7.106,1,0.0516,123.449,4,0.779,0 183 | 0.769,0.473,235683,0.424,2.99e-5,5,0.237,-9.143,1,0.03,137.039,4,0.275,1 184 | 0.00559,0.599,233680,0.902,0.00324,2,0.136,-6.375,1,0.0373,152.037,4,0.483,1 185 | 0.648,0.71,128500,0.75,0.0,10,0.86,-6.121,1,0.245,119.763,4,0.779,1 186 | 0.37,0.916,196000,0.804,1.18e-5,0,0.0812,-3.406,1,0.049,120.028,4,0.538,0 187 | 0.0511,0.717,235477,0.347,2.43e-6,11,0.087,-10.265,0,0.0636,84.987,4,0.0589,0 188 | 0.812,0.463,188530,0.341,1.07e-6,0,0.228,-9.352,0,0.0389,127.135,4,0.622,1 189 | 0.129,0.772,237573,0.504,0.0,6,0.125,-8.219,0,0.0761,140.035,4,0.244,0 190 | 0.68,0.544,303360,0.403,0.0,5,0.584,-10.548,1,0.428,145.101,3,0.565,1 191 | 0.00403,0.717,248560,0.621,0.0,11,0.144,-7.588,0,0.0605,133.014,4,0.72,1 192 | 0.876,0.531,259160,0.243,6.07e-5,3,0.12,-11.735,1,0.0327,132.032,4,0.263,1 193 | 0.0556,0.423,155413,0.66,3.06e-5,2,0.134,-7.403,1,0.12,177.954,4,0.663,1 194 | 0.925,0.357,198020,0.259,0.0,2,0.111,-10.512,1,0.0362,102.521,3,0.393,1 195 | 0.0908,0.683,141367,0.703,0.0,5,0.511,-5.278,1,0.419,90.029,4,0.344,0 196 | 0.729,0.33,284573,0.564,0.0,3,0.0862,-7.352,1,0.0492,91.303,4,0.288,1 197 | 0.000146,0.774,181400,0.431,1.99e-5,1,0.112,-8.407,1,0.346,201.843,4,0.353,0 198 | 0.00118,0.659,228253,0.702,1.72e-5,0,0.0246,-7.641,0,0.0307,133.439,4,0.694,1 199 | 0.0946,0.696,592000,0.64,0.0,4,0.101,-7.471,0,0.284,76.318,4,0.212,0 200 | 0.0044,0.788,228000,0.673,4.94e-6,9,0.0755,-9.232,1,0.199,99.979,4,0.478,0 201 | 0.198,0.655,229407,0.681,0.0,4,0.373,-7.267,0,0.429,115.032,5,0.689,0 202 | 0.885,0.217,292400,0.305,0.00271,1,0.201,-9.495,1,0.0321,82.848,4,0.12,1 203 | 0.273,0.558,213493,0.653,0.007,5,0.108,-8.312,0,0.0428,166.0,4,0.403,1 204 | 0.11,0.895,186027,0.885,4.04e-5,0,0.106,-4.182,1,0.268,134.973,4,0.633,0 205 | 0.36,0.524,115773,0.6,0.013,0,0.341,-6.767,1,0.0352,112.682,4,0.722,1 206 | 0.00213,0.733,293543,0.543,0.000169,1,0.0703,-10.002,1,0.0445,106.019,4,0.118,0 207 | 0.203,0.445,173941,0.532,0.0,10,0.0907,-8.125,1,0.0291,83.462,3,0.196,1 208 | 0.846,0.222,366773,0.312,0.391,5,0.155,-8.897,1,0.0429,64.773,3,0.134,1 209 | 0.455,0.764,224000,0.262,0.0249,1,0.104,-17.074,0,0.446,80.047,4,0.29,0 210 | 0.914,0.438,216926,0.236,0.00175,9,0.131,-13.679,1,0.0285,95.022,4,0.128,1 211 | 0.859,0.373,268000,0.0979,0.0,1,0.0554,-19.385,1,0.0484,148.563,4,0.173,1 212 | 0.0267,0.626,160184,0.8,0.000138,1,0.0623,-3.988,0,0.035,127.966,4,0.258,1 213 | 0.0513,0.459,215987,0.757,0.0117,8,0.116,-7.573,0,0.0538,176.978,4,0.29,1 214 | 0.357,0.656,291867,0.565,0.000192,9,0.0629,-8.722,1,0.0301,77.049,4,0.615,1 215 | 9.16e-5,0.495,185467,0.787,0.0,8,0.167,-6.89,1,0.0368,140.003,4,0.388,1 216 | 0.166,0.708,213440,0.666,0.000229,2,0.0929,-7.042,1,0.0349,89.019,4,0.834,1 217 | 0.803,0.715,46107,0.0882,0.0,9,0.0458,-17.133,1,0.338,94.622,4,0.917,0 218 | 0.0152,0.701,275133,0.889,0.0131,0,0.148,-4.776,1,0.0362,126.986,4,0.789,1 219 | 0.61,0.505,120400,0.441,0.0,9,0.725,-9.908,1,0.0685,114.442,4,0.641,1 220 | 0.000459,0.598,194490,0.896,0.824,10,0.327,-3.7,0,0.0655,102.043,4,0.559,0 221 | 0.0102,0.705,269440,0.738,0.000189,5,0.308,-5.402,0,0.0289,133.027,4,0.504,1 222 | 0.00118,0.61,180000,0.969,0.0743,0,0.184,-3.552,1,0.0556,127.976,4,0.236,0 223 | 0.00181,0.62,219183,0.899,0.0,1,0.0941,-2.364,1,0.223,87.54,4,0.765,0 224 | 0.214,0.791,156033,0.542,1.9e-6,5,0.0918,-9.114,0,0.0969,100.027,4,0.0357,1 225 | 0.0601,0.685,205280,0.803,0.0,2,0.546,-4.251,1,0.156,107.005,4,0.799,0 226 | 0.41,0.853,175357,0.528,0.0,11,0.0626,-8.132,0,0.411,136.983,4,0.842,1 227 | 0.926,0.97,223853,0.262,0.908,10,0.0794,-10.023,1,0.0693,118.971,4,0.715,1 228 | 0.541,0.749,70352,0.49,0.0,5,0.0979,-7.597,1,0.214,70.965,4,0.755,1 229 | 0.0373,0.641,231333,0.954,0.00104,6,0.785,-2.31,1,0.276,90.046,4,0.666,0 230 | 0.246,0.663,184947,0.856,9.84e-5,0,0.218,-4.083,1,0.0418,170.042,4,0.517,0 231 | 0.175,0.352,261000,0.431,6.21e-6,5,0.105,-7.23,1,0.0326,128.572,4,0.189,1 232 | 0.0161,0.828,187401,0.797,0.0,4,0.0547,-4.608,1,0.259,130.017,4,0.743,0 233 | 0.00113,0.838,215481,0.88,0.00809,2,0.101,-4.941,1,0.0458,123.024,4,0.354,1 234 | 0.308,0.558,196013,0.925,0.0,0,0.416,-3.83,1,0.0335,136.696,4,0.945,0 235 | 0.992,0.525,228253,0.0553,0.933,2,0.0934,-22.358,1,0.0633,67.325,4,0.256,1 236 | 0.0662,0.585,169533,0.717,2.87e-5,4,0.0945,-10.293,0,0.0378,105.505,4,0.532,1 237 | 0.652,0.627,219040,0.132,0.0,0,0.43,-13.357,1,0.721,167.127,4,0.256,0 238 | 0.319,0.328,213880,0.607,0.0,2,0.765,-11.076,1,0.0315,146.539,3,0.395,1 239 | 0.0323,0.668,251480,0.813,4.79e-5,5,0.61,-6.678,1,0.0275,132.103,4,0.784,0 240 | 0.44,0.466,212907,0.453,0.00362,7,0.166,-10.334,1,0.0256,154.69,3,0.266,1 241 | 0.785,0.377,189800,0.438,0.0,0,0.111,-9.703,1,0.0283,80.686,3,0.14,1 242 | 0.117,0.762,181027,0.6,0.0,1,0.0649,-7.378,1,0.0332,122.491,4,0.541,1 243 | 0.99,0.268,675360,0.113,0.934,3,0.121,-22.509,1,0.0417,92.943,4,0.142,1 244 | 0.478,0.652,237013,0.397,0.000946,7,0.0679,-15.245,1,0.0385,82.235,4,0.858,1 245 | 0.0404,0.424,190000,0.471,0.0,8,0.0761,-12.572,1,0.106,106.427,3,0.247,0 246 | 0.01,0.469,193963,0.807,4.52e-5,9,0.15,-8.099,1,0.0357,148.085,4,0.521,1 247 | 0.000204,0.564,233053,0.945,1.26e-5,7,0.228,-3.533,1,0.0906,94.969,4,0.634,1 248 | 0.0785,0.868,214627,0.936,0.0,1,0.0948,-4.8,1,0.185,127.977,4,0.454,0 249 | 0.432,0.66,340867,0.629,7.3e-5,5,0.172,-12.359,1,0.0387,111.926,4,0.324,1 250 | 0.991,0.526,223400,0.0423,0.909,2,0.109,-23.758,1,0.0618,71.761,4,0.195,1 251 | 0.000234,0.71,185560,0.799,0.0,0,0.527,-4.876,1,0.121,83.029,4,0.423,0 252 | 0.797,0.292,175667,0.771,0.196,10,0.148,-3.726,0,0.0453,128.235,4,0.228,1 253 | 0.586,0.88,200413,0.413,0.000833,0,0.0693,-8.459,1,0.0462,101.991,4,0.44,1 254 | 0.668,0.552,250305,0.298,0.0,7,0.1,-13.259,1,0.0382,122.305,4,0.247,0 255 | 0.899,0.452,268867,0.179,0.0,9,0.178,-11.165,1,0.0824,121.488,4,0.103,1 256 | 0.084,0.976,154747,0.771,4.94e-5,5,0.126,-8.563,1,0.221,126.109,4,0.562,0 257 | 0.852,0.375,246640,0.199,0.0,2,0.0897,-10.427,1,0.0362,107.161,3,0.222,1 258 | 0.14,0.754,216501,0.907,0.0,7,0.305,-1.737,1,0.164,144.964,4,0.604,0 259 | 0.0717,0.609,199827,0.737,0.0,1,0.0575,-5.588,1,0.422,130.106,4,0.286,0 260 | 0.413,0.827,187250,0.419,0.0,10,0.115,-10.329,0,0.112,119.974,4,0.227,0 261 | 0.1,0.722,98595,0.836,2.1e-5,10,0.384,-7.231,0,0.0837,125.064,4,0.914,1 262 | 0.0322,0.489,237707,0.692,0.00608,1,0.315,-6.672,1,0.41,96.946,4,0.527,0 263 | 0.834,0.488,151707,0.222,0.773,2,0.0781,-20.153,1,0.044,140.799,4,0.701,1 264 | 0.992,0.417,93240,0.0829,0.0,3,0.211,-18.641,1,0.0399,145.994,4,0.614,1 265 | 0.0254,0.541,205200,0.854,0.000125,2,0.651,-6.196,1,0.155,86.044,4,0.454,0 266 | 0.000969,0.765,221797,0.857,0.67,6,0.131,-3.811,0,0.0495,127.041,3,0.525,1 267 | 0.0259,0.74,181307,0.899,5.92e-6,9,0.0373,-4.461,1,0.0321,133.922,4,0.965,1 268 | 0.892,0.187,294827,0.351,3.19e-6,10,0.673,-9.935,1,0.0323,84.31,3,0.141,1 269 | 0.0516,0.836,179524,0.857,3.36e-6,6,0.489,-4.148,1,0.271,126.019,4,0.966,0 270 | 0.0553,0.66,157643,0.775,0.0,2,0.129,-4.926,1,0.172,157.036,4,0.635,0 271 | 0.0112,0.575,175640,0.939,0.0,2,0.204,-3.141,0,0.0392,111.983,4,0.751,1 272 | 0.232,0.675,123079,0.667,0.0,0,0.0813,-7.009,1,0.0785,141.943,4,0.493,1 273 | 0.554,0.47,241187,0.625,0.000273,1,0.924,-9.228,1,0.068,138.215,4,0.399,1 274 | 0.00778,0.898,156800,0.935,3.63e-5,11,0.217,-2.744,1,0.291,150.016,4,0.884,0 275 | 0.0325,0.544,238493,0.5,3.78e-6,11,0.109,-8.253,1,0.026,93.621,4,0.177,1 276 | 0.737,0.306,353920,0.377,0.0,1,0.0365,-8.09,1,0.0344,85.714,4,0.245,1 277 | 0.786,0.261,276280,0.274,0.0,8,0.108,-9.04,1,0.0291,91.285,4,0.249,1 278 | 0.949,0.436,130133,0.0629,1.85e-6,10,0.0959,-26.586,0,0.046,99.148,4,0.296,1 279 | 0.0264,0.733,231480,0.907,1.13e-6,4,0.1,-4.002,0,0.158,96.053,4,0.661,0 280 | 0.677,0.549,267267,0.524,0.872,9,0.29,-11.472,0,0.0284,142.401,4,0.336,1 281 | 0.572,0.767,244173,0.271,0.0929,0,0.162,-9.23,1,0.0531,124.042,4,0.639,1 282 | 0.721,0.691,270080,0.414,0.931,2,0.11,-9.749,1,0.036,124.846,4,0.283,1 283 | 0.522,0.44,307387,0.482,0.00245,6,0.931,-10.712,1,0.0851,157.462,4,0.402,1 284 | 0.15,0.853,211280,0.583,2.52e-6,8,0.0864,-4.563,1,0.281,160.026,4,0.365,0 285 | 0.142,0.662,282387,0.948,1.23e-5,8,0.0675,-3.869,1,0.0914,88.987,4,0.839,0 286 | 0.0131,0.642,284400,0.931,0.825,1,0.215,-4.142,1,0.0417,152.005,4,0.548,0 287 | 0.118,0.563,188227,0.832,0.0,0,0.321,-6.204,0,0.112,161.918,4,0.607,1 288 | 0.679,0.729,226367,0.566,0.524,1,0.0891,-10.114,1,0.0365,110.424,4,0.244,0 289 | 0.0472,0.702,297268,0.666,0.000119,5,0.139,-8.307,0,0.0463,119.93,4,0.109,1 290 | 0.805,0.331,210040,0.357,0.638,0,0.0959,-7.866,0,0.102,171.082,3,0.235,1 291 | 0.324,0.606,221693,0.417,3.53e-5,0,0.149,-7.985,1,0.0296,115.354,4,0.437,1 292 | 0.856,0.593,193480,0.534,0.0,10,0.0881,-10.188,1,0.116,124.606,5,0.954,1 293 | 0.398,0.519,298187,0.764,0.000202,2,0.0843,-5.797,1,0.0415,97.012,4,0.354,1 294 | 0.0192,0.694,220238,0.832,0.0,5,0.355,-3.038,0,0.0598,135.011,4,0.424,0 295 | 0.444,0.298,366227,0.252,1.77e-5,2,0.116,-11.46,1,0.0342,187.451,3,0.207,1 296 | 0.0574,0.681,182507,0.835,0.0,5,0.223,-4.426,1,0.0642,132.059,4,0.581,0 297 | 0.217,0.85,204027,0.788,0.027,4,0.0785,-5.651,1,0.0317,138.849,4,0.968,1 298 | 0.00503,0.55,181200,0.989,0.866,1,0.487,-3.621,0,0.067,150.035,4,0.526,0 299 | 0.992,0.525,226293,0.0633,0.905,9,0.105,-23.072,1,0.0497,71.855,4,0.297,1 300 | 0.0714,0.763,229640,0.807,0.28,1,0.348,-3.714,1,0.035,103.038,3,0.559,0 301 | 0.746,0.486,247227,0.513,0.00213,0,0.113,-9.397,1,0.0349,129.131,4,0.394,1 302 | 0.279,0.774,184028,0.619,3.31e-6,8,0.194,-6.183,1,0.0641,87.02,4,0.866,1 303 | 0.586,0.565,238933,0.461,0.0,0,0.162,-7.273,1,0.141,157.894,4,0.199,1 304 | 0.0898,0.505,254093,0.657,0.0,9,0.0606,-7.254,1,0.288,135.995,4,0.666,0 305 | 0.589,0.646,181227,0.828,0.0,8,0.0613,-8.342,1,0.038,93.185,4,0.539,0 306 | 0.958,0.304,154600,0.139,0.468,0,0.092,-18.236,0,0.0327,84.272,4,0.271,1 307 | 0.924,0.472,258293,0.385,0.784,0,0.0902,-8.547,1,0.0426,139.736,3,0.439,1 308 | 0.715,0.531,326320,0.546,5.92e-6,9,0.308,-7.978,1,0.0332,84.286,4,0.392,1 309 | 0.0208,0.532,224549,0.977,0.0,10,0.151,-2.761,0,0.0353,116.527,4,0.966,0 310 | 0.477,0.731,183987,0.897,0.000584,3,0.0804,-4.962,1,0.03,119.33,4,0.957,0 311 | 0.000339,0.905,177604,0.596,2.05e-5,1,0.0897,-7.496,0,0.118,149.996,4,0.422,0 312 | 0.103,0.701,219533,0.968,0.0,1,0.832,-0.913,1,0.078,100.009,4,0.913,0 313 | 0.99,0.379,235733,0.204,0.869,2,0.0572,-19.543,1,0.0539,119.979,4,0.0603,1 314 | 0.545,0.365,237267,0.52,0.0,9,0.111,-6.52,1,0.0331,106.152,4,0.4,1 315 | 0.558,0.541,223840,0.485,0.0,8,0.12,-6.85,1,0.031,136.956,4,0.369,1 316 | 0.44,0.399,192760,0.591,0.0616,6,0.446,-8.792,0,0.052,79.892,3,0.175,0 317 | 0.112,0.612,212862,0.84,0.0,11,0.116,-3.145,0,0.0509,129.042,4,0.438,1 318 | 0.923,0.173,312400,0.167,0.0124,2,0.11,-17.398,1,0.0409,71.746,1,0.0332,1 319 | 0.326,0.646,241027,0.665,1.97e-5,6,0.238,-7.878,1,0.0268,143.966,4,0.7,0 320 | 0.217,0.666,277547,0.721,0.0,9,0.0982,-5.848,0,0.0407,120.081,4,0.492,1 321 | 0.0455,0.744,205880,0.861,0.0,1,0.321,-3.51,0,0.0936,129.88,4,0.689,0 322 | 0.000363,0.554,262893,0.699,3.56e-6,9,0.0819,-5.788,1,0.0369,128.021,4,0.214,1 323 | 0.368,0.696,192133,0.832,0.000732,9,0.111,-7.197,0,0.0394,135.989,4,0.546,0 324 | 0.853,0.586,221773,0.213,0.0,0,0.177,-11.406,1,0.0284,82.921,4,0.285,1 325 | 0.0366,0.684,211800,0.896,5.76e-6,9,0.292,-4.239,1,0.144,129.942,4,0.444,0 326 | 0.175,0.814,268005,0.779,0.000671,11,0.0605,-3.271,1,0.235,93.43,4,0.544,0 327 | 0.00758,0.504,195427,0.515,7.77e-6,9,0.111,-8.145,1,0.0355,87.883,4,0.512,1 328 | 0.938,0.976,196147,0.415,0.922,9,0.0908,-10.169,0,0.135,123.052,4,0.838,1 329 | 0.049,0.739,205533,0.621,0.00369,11,0.0718,-6.929,0,0.238,85.969,4,0.462,0 330 | 0.0022,0.675,158555,0.992,0.221,7,0.387,-0.533,0,0.0605,128.034,4,0.483,0 331 | 0.00496,0.733,236093,0.899,4.72e-5,0,0.372,-4.237,1,0.143,127.086,4,0.76,0 332 | 0.088,0.429,247320,0.516,4.82e-5,4,0.301,-7.709,1,0.0297,80.933,4,0.478,1 333 | 0.684,0.338,222853,0.346,0.0251,9,0.107,-10.353,1,0.0319,158.308,3,0.375,1 334 | 0.206,0.797,244240,0.654,0.00214,9,0.0641,-12.652,1,0.0389,134.055,4,0.963,1 335 | 0.845,0.511,239767,0.304,1.03e-5,0,0.0741,-11.096,1,0.0279,112.379,3,0.195,1 336 | 0.00293,0.706,169697,0.755,0.0,1,0.121,-5.505,0,0.0323,123.993,4,0.7,0 337 | 0.0245,0.578,240867,0.875,0.0,1,0.167,-3.468,1,0.135,169.998,4,0.607,0 338 | 0.0689,0.732,150456,0.719,1.66e-6,11,0.0929,-8.188,1,0.118,155.056,4,0.77,1 339 | 0.0325,0.678,219253,0.857,0.0,10,0.0788,-5.173,0,0.216,94.95,4,0.622,0 340 | 0.741,0.499,153320,0.604,5.6e-6,4,0.227,-6.997,0,0.0514,125.55,4,0.243,1 341 | 0.926,0.411,538800,0.103,0.561,5,0.0957,-26.074,1,0.0528,132.603,4,0.0697,1 342 | 0.826,0.381,249493,0.515,0.00027,4,0.0858,-7.537,1,0.0294,152.173,4,0.439,1 343 | 0.208,0.613,260670,0.854,0.000127,4,0.132,-4.512,1,0.0664,145.937,4,0.816,1 344 | 0.0127,0.638,233858,0.659,0.0,10,0.187,-6.215,0,0.0627,103.029,4,0.341,1 345 | 0.243,0.757,272333,0.398,0.0649,10,0.182,-15.444,1,0.0289,105.867,4,0.598,1 346 | 0.00204,0.576,193125,0.827,0.00101,2,0.145,-6.236,1,0.312,153.167,5,0.403,0 347 | 0.975,0.618,273800,0.0772,0.919,9,0.107,-21.306,0,0.0514,104.691,4,0.36,1 348 | 0.545,0.769,221213,0.405,0.000887,6,0.0521,-9.152,1,0.269,78.427,4,0.521,1 349 | 0.466,0.372,259427,0.494,0.00166,11,0.0585,-8.559,1,0.0297,103.66,4,0.227,1 350 | 0.274,0.499,262747,0.761,9.38e-6,5,0.137,-5.436,0,0.0367,76.118,4,0.582,0 351 | 0.0633,0.836,171013,0.718,2.35e-5,10,0.0884,-4.56,0,0.0581,99.016,4,0.342,0 352 | 0.00582,0.743,238373,0.339,0.0,1,0.0812,-7.678,1,0.409,203.927,4,0.118,0 353 | 0.826,0.695,55653,0.271,0.0,0,0.0591,-9.283,1,0.294,137.503,3,0.519,0 354 | 0.129,0.788,263813,0.918,0.000471,1,0.0513,-2.756,1,0.102,124.981,4,0.736,0 355 | 0.0522,0.449,278719,0.585,8.49e-5,5,0.0833,-6.762,1,0.0268,139.627,4,0.203,1 356 | 0.000358,0.596,151523,0.939,0.84,7,0.298,-4.659,1,0.0407,127.992,4,0.269,0 357 | 0.518,0.605,159720,0.536,0.0,1,0.528,-10.069,1,0.0421,110.849,4,0.688,1 358 | 0.321,0.185,248560,0.453,1.45e-5,8,0.105,-10.595,1,0.0338,64.983,4,0.173,1 359 | 0.0682,0.602,245053,0.796,0.12,0,0.15,-3.657,0,0.103,126.06,4,0.265,1 360 | 0.0793,0.766,197604,0.742,0.0,1,0.0871,-6.206,1,0.169,124.076,4,0.904,0 361 | 0.498,0.821,237546,0.732,0.00113,2,0.12,-3.657,1,0.336,90.983,4,0.789,0 362 | 0.0335,0.818,261133,0.653,5.46e-6,1,0.22,-8.396,1,0.204,99.931,4,0.533,0 363 | 0.525,0.802,261227,0.387,0.00169,8,0.33,-12.05,1,0.458,79.583,4,0.76,0 364 | 0.77,0.807,144480,0.703,0.0,0,0.184,-8.22,1,0.0445,114.381,4,0.966,1 365 | 0.944,0.381,215160,0.214,0.0,4,0.106,-11.629,1,0.0337,127.581,3,0.393,1 366 | 0.743,0.692,266200,0.466,0.109,0,0.1,-10.741,1,0.0292,114.999,4,0.561,1 367 | 0.794,0.986,143053,0.769,0.0,8,0.189,-6.699,1,0.302,117.945,4,0.958,0 368 | 0.598,0.711,199343,0.761,0.127,6,0.134,-7.267,1,0.233,160.738,4,0.526,0 369 | 0.797,0.396,228707,0.463,0.000329,4,0.175,-7.359,1,0.032,78.154,4,0.315,1 370 | 0.0746,0.738,208000,0.988,1.31e-5,9,0.46,-1.319,0,0.327,150.015,4,0.402,0 371 | 0.0341,0.716,195801,0.746,0.0,6,0.289,-4.75,1,0.039,119.846,4,0.343,1 372 | 0.547,0.624,156960,0.668,1.78e-6,6,0.217,-7.896,1,0.0265,114.665,4,0.731,0 373 | 0.685,0.346,199600,0.25,0.00093,5,0.102,-10.954,1,0.0368,106.856,4,0.293,1 374 | 0.836,0.319,122267,0.19,5.63e-5,7,0.104,-15.947,1,0.0434,96.618,5,0.248,1 375 | 0.22,0.831,152449,0.479,6.29e-5,0,0.0985,-11.307,0,0.0498,105.973,4,0.744,1 376 | 0.434,0.59,257840,0.94,0.00202,10,0.102,-8.162,1,0.133,175.927,4,0.659,1 377 | 0.293,0.541,225867,0.773,0.000172,2,0.188,-5.45,1,0.0812,144.011,4,0.548,1 378 | 0.971,0.554,218627,0.331,0.223,2,0.107,-13.008,0,0.0466,184.098,4,0.446,1 379 | 0.0283,0.522,191093,0.526,0.000376,0,0.131,-8.79,1,0.0354,203.669,4,0.53,1 380 | 0.0388,0.709,205120,0.907,3.13e-6,10,0.0873,-5.063,1,0.0722,127.953,4,0.438,1 381 | 0.823,0.576,168667,0.108,0.0,5,0.135,-12.435,1,0.0675,89.201,4,0.6,0 382 | 0.0186,0.514,235080,0.641,0.0,7,0.261,-7.968,1,0.0378,105.103,4,0.541,1 383 | 0.336,0.569,219248,0.497,0.0,9,0.102,-6.699,1,0.0375,103.525,4,0.154,1 384 | 0.713,0.606,244027,0.457,2.53e-5,6,0.0747,-14.035,0,0.0497,92.033,4,0.813,1 385 | 0.000742,0.5,186579,0.902,0.137,1,0.164,-4.67,0,0.0718,91.059,4,0.619,0 386 | 0.764,0.803,67213,0.147,0.0,10,0.102,-17.41,1,0.233,100.285,4,0.778,0 387 | 0.467,0.651,200253,0.744,2.67e-5,2,0.309,-6.941,1,0.0311,115.979,4,0.863,0 388 | 0.602,0.596,196587,0.92,1.02e-5,7,0.076,-6.638,1,0.0363,164.301,4,0.966,0 389 | 0.848,0.536,202360,0.258,0.00176,8,0.0875,-14.778,1,0.0304,129.839,4,0.124,1 390 | 0.981,0.183,482333,0.0156,0.225,6,0.0676,-22.938,0,0.0484,85.13,3,0.04,1 391 | 0.05,0.761,215107,0.838,0.0,8,0.113,-4.656,1,0.227,109.961,4,0.805,0 392 | 0.182,0.874,216248,0.706,0.0,1,0.334,-5.132,1,0.207,89.968,4,0.895,0 393 | 0.559,0.419,195800,0.372,0.0,5,0.0673,-10.103,1,0.0589,170.366,3,0.789,0 394 | 0.00855,0.714,155333,0.905,2.55e-5,8,0.146,-2.663,1,0.0289,125.927,4,0.838,1 395 | 0.284,0.629,171892,0.845,0.0,11,0.386,-6.098,0,0.333,147.983,4,0.482,0 396 | 0.52,0.923,226680,0.518,0.000142,5,0.104,-6.008,1,0.0492,93.023,4,0.682,1 397 | 0.0012,0.641,227520,0.915,0.0,1,0.0967,-2.608,1,0.0599,143.424,4,0.336,0 398 | 0.833,0.557,184227,0.466,0.928,5,0.0675,-14.706,1,0.034,118.83,4,0.877,1 399 | 0.937,0.438,191867,0.177,0.956,0,0.298,-16.837,1,0.0339,74.999,4,0.468,1 400 | 0.574,0.454,294720,0.788,0.000766,6,0.0859,-6.748,1,0.0371,126.15,4,0.52,1 401 | 0.652,0.388,303373,0.338,3.72e-6,10,0.248,-10.054,1,0.0328,177.784,4,0.477,1 402 | 0.14,0.558,238027,0.718,0.0,5,0.301,-5.691,0,0.0331,127.992,4,0.466,1 403 | 0.886,0.302,348640,0.207,0.00832,1,0.247,-11.696,1,0.0359,139.695,4,0.298,1 404 | 0.0236,0.884,232959,0.559,0.0,0,0.101,-7.442,1,0.12,97.994,4,0.342,0 405 | 0.729,0.401,292280,0.351,0.0,0,0.0702,-12.597,1,0.0438,160.145,3,0.38,1 406 | 0.466,0.654,162062,0.419,0.0,7,0.181,-8.127,1,0.438,134.226,4,0.466,1 407 | 0.809,0.6,79595,0.549,4.26e-6,4,0.14,-10.355,0,0.125,92.439,4,0.471,1 408 | 0.699,0.425,245573,0.334,0.0,7,0.278,-13.296,1,0.0267,80.274,4,0.403,1 409 | 0.000378,0.788,270545,0.696,0.087,7,0.0754,-4.512,1,0.0417,109.981,4,0.259,0 410 | 0.992,0.46,213253,0.0474,0.895,2,0.111,-23.571,0,0.0432,134.968,4,0.115,1 411 | 0.0195,0.728,193846,0.741,0.0,11,0.341,-8.003,0,0.0681,130.098,4,0.286,0 412 | 0.993,0.428,237787,0.0465,0.914,2,0.0637,-24.419,0,0.0488,117.213,4,0.108,1 413 | 0.183,0.531,196800,0.557,0.0,10,0.25,-10.794,0,0.062,133.4,4,0.503,1 414 | 0.455,0.467,186453,0.779,0.0,0,0.176,-3.071,1,0.0336,191.287,4,0.749,0 415 | 0.145,0.595,225813,0.52,0.0,11,0.117,-8.185,0,0.0414,79.95,4,0.369,1 416 | 0.0682,0.798,246360,0.487,0.0,1,0.0925,-4.939,1,0.206,151.02,4,0.292,0 417 | 0.0384,0.841,195474,0.729,0.0,6,0.276,-3.047,0,0.239,132.073,4,0.444,0 418 | 0.457,0.488,141947,0.487,0.0,2,0.519,-8.596,1,0.0432,77.302,4,0.416,1 419 | 0.396,0.743,229240,0.771,0.000828,5,0.445,-7.648,0,0.319,171.935,4,0.775,0 420 | 0.555,0.669,158333,0.559,0.0,0,0.184,-7.509,1,0.0651,104.999,4,0.452,1 421 | 0.968,0.192,290707,0.111,0.0906,4,0.376,-21.133,1,0.0455,88.223,4,0.0389,1 422 | 0.00146,0.908,393333,0.928,0.853,1,0.0532,-5.972,1,0.173,128.024,4,0.207,0 423 | 0.784,0.401,243040,0.43,0.00502,1,0.922,-9.25,1,0.0331,87.938,4,0.152,1 424 | 0.529,0.567,214133,0.456,0.0,2,0.177,-6.062,1,0.0261,90.035,4,0.313,1 425 | 0.508,0.854,167787,0.305,0.0,0,0.0931,-10.723,1,0.149,116.819,4,0.754,1 426 | 0.00987,0.528,210173,0.672,0.000704,8,0.141,-6.54,1,0.0316,116.078,4,0.467,1 427 | 0.0278,0.677,166800,0.558,0.0,11,0.873,-7.622,0,0.252,95.032,4,0.564,0 428 | 0.182,0.874,216248,0.706,0.0,1,0.334,-5.132,1,0.207,89.968,4,0.895,0 429 | 0.0234,0.876,232000,0.71,0.000161,11,0.0573,-6.446,0,0.0446,121.072,4,0.828,0 430 | 0.573,0.578,180187,0.547,0.0,9,0.239,-7.106,1,0.105,104.258,4,0.749,1 431 | 0.566,0.394,163240,0.508,0.0,0,0.0348,-7.917,1,0.0493,151.104,4,0.52,1 432 | 0.8,0.556,210880,0.225,2.47e-6,7,0.106,-11.334,1,0.0358,156.011,3,0.475,1 433 | 0.767,0.309,221840,0.28,0.0,2,0.269,-12.012,1,0.0311,165.211,4,0.64,1 434 | 0.541,0.458,294720,0.794,0.00105,6,0.101,-6.751,1,0.0376,126.951,4,0.505,1 435 | 0.144,0.904,111304,0.555,0.00864,5,0.115,-5.157,1,0.082,138.084,1,0.502,0 436 | 0.804,0.401,201484,0.416,0.0,0,0.0957,-10.067,1,0.0417,66.47,3,0.525,1 437 | 0.0662,0.715,184918,0.687,0.0,8,0.0663,-6.277,1,0.312,177.032,4,0.697,0 438 | 0.163,0.684,243933,0.675,0.0,11,0.242,-8.123,1,0.0257,107.064,4,0.924,1 439 | 0.145,0.474,216927,0.537,0.0,9,0.0892,-7.925,0,0.0294,180.017,4,0.294,1 440 | 2.8e-6,0.181,174196,0.948,0.771,0,0.875,-3.106,1,0.0625,100.759,4,0.456,0 441 | 0.514,0.573,293107,0.387,1.17e-6,4,0.117,-12.733,0,0.0388,84.236,3,0.394,1 442 | 0.316,0.634,271853,0.674,0.0,5,0.139,-9.75,0,0.037,124.001,4,0.523,1 443 | 0.0292,0.844,280920,0.751,1.71e-5,6,0.499,-6.5,1,0.223,129.985,4,0.514,0 444 | 0.00249,0.646,236133,0.77,0.0,2,0.0715,-6.596,0,0.226,99.165,4,0.681,0 445 | 0.464,0.524,203253,0.634,1.02e-5,7,0.0827,-9.246,1,0.0296,156.197,4,0.549,0 446 | 0.451,0.671,283787,0.742,4.38e-6,10,0.101,-4.768,0,0.368,89.835,4,0.767,0 447 | 0.625,0.435,334067,0.579,0.0,0,0.103,-5.875,1,0.0297,109.108,3,0.231,1 448 | 0.983,0.44,142453,0.147,6.0e-5,2,0.0914,-11.934,1,0.0515,87.517,4,0.316,1 449 | 0.375,0.443,262107,0.457,0.0,0,0.235,-14.468,1,0.0804,161.86,3,0.694,1 450 | 0.0133,0.82,237120,0.731,1.94e-5,9,0.131,-6.02,1,0.159,127.076,4,0.793,0 451 | 0.517,0.631,58671,0.5,0.0,0,0.0799,-8.154,1,0.029,79.969,3,0.694,1 452 | 0.166,0.708,213440,0.666,0.000229,2,0.0929,-7.042,1,0.0349,89.019,4,0.834,1 453 | 0.00883,0.567,212903,0.423,2.93e-6,8,0.0947,-8.845,1,0.0409,138.033,4,0.135,0 454 | 0.477,0.668,205280,0.449,0.0,0,0.107,-7.897,1,0.0451,129.889,4,0.154,1 455 | 0.275,0.531,267867,0.925,2.48e-6,9,0.905,-6.446,1,0.22,112.092,4,0.626,1 456 | 0.709,0.29,307867,0.455,0.781,4,0.164,-6.812,1,0.0692,177.621,4,0.34,1 457 | 0.479,0.516,187053,0.605,4.55e-6,0,0.97,-7.988,1,0.0565,112.132,4,0.448,1 458 | 0.583,0.549,212307,0.651,0.0,0,0.121,-7.097,1,0.0323,122.818,4,0.368,1 459 | 0.314,0.799,235040,0.621,0.0,7,0.153,-4.992,1,0.0599,128.002,4,0.747,1 460 | 0.587,0.491,135233,0.24,0.0,5,0.116,-12.301,1,0.0498,80.24,4,0.357,1 461 | 0.0548,0.602,295453,0.629,2.23e-6,9,0.0813,-5.796,1,0.0274,78.009,4,0.47,1 462 | 0.421,0.708,218228,0.779,0.00176,7,0.115,-6.28,1,0.0787,142.012,4,0.46,1 463 | 0.189,0.844,206027,0.79,0.0205,4,0.0774,-5.695,1,0.0321,138.852,4,0.968,1 464 | 0.849,0.39,184667,0.302,0.000191,0,0.122,-10.362,1,0.0379,109.394,3,0.232,1 465 | 0.00926,0.612,211200,0.731,0.846,8,0.151,-9.147,0,0.165,150.005,4,0.744,0 466 | 0.108,0.678,205152,0.722,0.0,11,0.0888,-4.268,1,0.266,142.075,4,0.278,0 467 | 0.85,0.525,190000,0.325,5.87e-5,9,0.0977,-9.691,1,0.0302,125.018,3,0.543,1 468 | 0.975,0.213,220600,0.177,0.869,0,0.079,-17.848,0,0.0292,89.316,4,0.384,1 469 | 0.293,0.583,233893,0.747,0.00656,4,0.659,-5.633,0,0.0834,160.865,4,0.662,1 470 | 0.313,0.711,296800,0.292,0.0,4,0.131,-15.523,0,0.037,103.951,4,0.194,1 471 | 0.76,0.847,180062,0.434,8.89e-6,10,0.156,-12.466,0,0.275,140.005,4,0.44,0 472 | 0.00129,0.64,227520,0.92,0.0,1,0.0914,-2.597,1,0.0594,143.434,4,0.361,0 473 | 0.365,0.772,284533,0.242,0.693,0,0.0745,-10.202,1,0.0584,127.928,4,0.48,1 474 | 0.00016,0.52,255000,0.953,0.651,0,0.354,-4.527,1,0.0548,127.968,4,0.573,0 475 | 0.194,0.882,227640,0.442,0.0177,4,0.0904,-15.274,1,0.0549,115.895,4,0.965,1 476 | 0.259,0.628,184413,0.882,0.0,1,0.065,-5.024,0,0.0323,95.083,4,0.853,1 477 | 0.926,0.81,122000,0.288,0.0107,10,0.236,-9.971,1,0.0412,93.266,4,0.949,0 478 | 0.741,0.47,146600,0.543,0.0,10,0.133,-7.756,0,0.0372,125.792,5,0.513,1 479 | 0.375,0.597,246027,0.606,0.404,3,0.151,-10.035,1,0.0279,138.211,4,0.529,1 480 | 0.624,0.477,225109,0.523,0.0,0,0.126,-7.028,1,0.0442,163.921,4,0.302,1 481 | 0.91,0.649,108027,0.29,0.0,5,0.355,-9.5,1,0.0781,86.345,3,0.701,0 482 | 0.594,0.76,297040,0.775,2.75e-5,10,0.109,-13.959,0,0.364,175.415,4,0.598,0 483 | 0.0632,0.655,243520,0.949,0.0,10,0.298,-3.42,0,0.065,110.99,4,0.776,0 484 | 0.895,0.194,251973,0.19,1.34e-6,1,0.122,-12.703,1,0.0354,85.93,3,0.127,1 485 | 0.934,0.341,194787,0.192,0.872,0,0.218,-18.539,1,0.041,78.142,4,0.406,1 486 | 0.842,0.64,254491,0.352,1.74e-6,11,0.246,-7.555,0,0.0273,107.769,4,0.588,1 487 | 0.325,0.551,222333,0.561,0.0,7,0.0827,-12.516,1,0.0483,123.182,4,0.806,0 488 | 0.22,0.369,302107,0.762,2.8e-5,10,0.579,-8.993,1,0.0464,84.957,4,0.644,1 489 | 0.416,0.404,268893,0.378,0.0,5,0.0787,-8.755,1,0.0345,125.601,4,0.261,1 490 | 0.843,0.592,33840,0.18,0.0,5,0.131,-15.15,1,0.353,182.25,3,0.346,0 491 | 0.0941,0.485,242373,0.619,3.31e-6,5,0.109,-7.115,0,0.0289,138.017,4,0.416,1 492 | 0.0792,0.614,212608,0.667,0.000409,1,0.54,-5.768,1,0.0234,95.049,4,0.742,1 493 | 0.0154,0.329,223920,0.866,0.0,4,0.221,-4.444,0,0.268,150.557,4,0.17,0 494 | 0.42,0.722,204000,0.658,7.46e-6,9,0.126,-8.021,0,0.0354,140.333,4,0.735,1 495 | 0.000358,0.626,274213,0.799,0.00155,11,0.36,-6.612,0,0.046,98.992,4,0.369,1 496 | 0.00734,0.823,169106,0.868,0.234,7,0.293,-6.994,1,0.205,124.921,4,0.779,0 497 | 0.275,0.411,320920,0.699,0.000187,1,0.7,-9.261,0,0.0742,97.133,4,0.242,1 498 | 0.99,0.471,219027,0.108,0.949,9,0.067,-22.826,1,0.0423,126.493,4,0.569,1 499 | 0.401,0.602,195053,0.714,0.0,5,0.172,-3.107,1,0.0273,122.058,4,0.825,0 500 | 1.17e-6,0.332,220779,0.961,0.967,0,0.675,-4.542,1,0.0867,95.081,4,0.0381,0 501 | 0.00338,0.892,213960,0.962,0.399,0,0.103,-4.603,1,0.204,126.97,4,0.231,0 502 | 0.0857,0.451,122893,0.673,0.00225,7,0.797,-9.115,1,0.0734,95.513,4,0.583,1 503 | 0.452,0.699,108502,0.563,0.0,5,0.375,-6.515,0,0.447,112.35,3,0.766,1 504 | 0.00216,0.442,215110,0.739,0.00169,1,0.0854,-4.084,1,0.0598,108.288,1,0.229,1 505 | 0.913,0.902,195533,0.186,0.617,2,0.176,-9.832,1,0.0502,101.975,4,0.747,1 506 | 0.0403,0.836,217947,0.544,0.0,7,0.0824,-5.975,1,0.0943,97.028,4,0.51,0 507 | 0.0767,0.699,241480,0.877,0.0,11,0.386,-4.788,1,0.0374,107.023,4,0.493,1 508 | 0.435,0.658,242861,0.591,8.15e-5,2,0.123,-5.221,1,0.0647,126.829,4,0.483,0 509 | 0.496,0.515,172200,0.277,0.0,1,0.083,-14.584,1,0.0293,108.138,4,0.353,1 510 | 0.285,0.771,276160,0.676,4.49e-6,4,0.546,-6.018,0,0.223,119.997,4,0.804,0 511 | 0.147,0.573,254200,0.627,1.67e-6,8,0.111,-7.02,1,0.431,170.1,4,0.29,0 512 | 0.0529,0.704,291200,0.677,0.000114,5,0.169,-7.601,0,0.0449,119.928,4,0.0775,1 513 | 0.064,0.599,198653,0.635,0.0,1,0.0878,-8.101,1,0.0679,109.919,4,0.194,0 514 | 0.161,0.623,181427,0.624,0.0149,9,0.278,-5.864,1,0.0757,87.02,4,0.554,0 515 | 0.756,0.47,130227,0.299,0.514,2,0.278,-17.148,1,0.0379,130.595,4,0.534,1 516 | 0.0318,0.657,215747,0.83,3.91e-5,8,0.122,-5.174,1,0.0248,118.026,4,0.653,1 517 | 0.00228,0.804,219196,0.755,0.0027,6,0.356,-4.712,0,0.0847,137.998,4,0.721,1 518 | 0.889,0.699,201547,0.234,5.03e-5,7,0.112,-14.525,1,0.0423,115.582,3,0.4,1 519 | 0.0988,0.796,173000,0.948,0.00668,11,0.221,-6.332,1,0.122,118.011,4,0.599,0 520 | 0.753,0.604,223280,0.457,0.0,5,0.124,-6.942,0,0.0304,136.968,4,0.306,1 521 | 0.079,0.773,271507,0.646,0.000297,8,0.0866,-4.902,1,0.125,135.0,4,0.858,1 522 | 0.0325,0.746,179974,0.779,5.64e-6,6,0.301,-3.928,0,0.268,99.906,4,0.535,0 523 | 0.805,0.66,119582,0.294,0.0,4,0.0917,-12.776,0,0.143,97.481,3,0.304,1 524 | 0.00403,0.836,214787,0.857,0.0607,11,0.0789,-2.274,1,0.0918,127.993,4,0.488,0 525 | 0.182,0.67,181000,0.677,0.0,0,0.0884,-3.906,1,0.032,121.041,4,0.685,1 526 | 0.202,0.418,238480,0.687,0.0,5,0.111,-4.293,1,0.105,79.449,5,0.549,0 527 | 0.0173,0.48,214707,0.855,0.0,7,0.183,-5.579,1,0.0377,130.617,4,0.795,1 528 | 2.04e-6,0.167,180738,0.968,0.868,6,0.331,-4.993,1,0.109,112.26,4,0.134,0 529 | 0.212,0.484,238248,0.849,0.0,0,0.141,-5.176,1,0.0843,148.179,4,0.469,1 530 | 0.622,0.661,212626,0.268,0.00239,7,0.107,-13.674,1,0.0271,101.006,4,0.209,1 531 | 0.00635,0.664,206197,0.844,0.00285,5,0.542,-5.012,0,0.0405,142.056,4,0.557,0 532 | 0.476,0.478,197960,0.454,0.0,2,0.112,-8.04,1,0.0287,116.096,4,0.436,1 533 | 0.000986,0.578,188013,0.825,0.0,1,0.176,-6.107,1,0.322,130.089,4,0.283,0 534 | 0.00898,0.635,170638,0.472,0.0,8,0.117,-3.869,0,0.511,174.008,4,0.373,0 535 | 0.976,0.233,390573,0.0198,0.112,2,0.0651,-27.473,1,0.0427,96.966,4,0.0549,1 536 | 0.116,0.506,186320,0.919,0.0,5,0.349,-3.952,1,0.0366,164.108,4,0.793,0 537 | 0.00582,0.686,263467,0.836,0.0,8,0.206,-5.811,1,0.134,81.969,4,0.416,0 538 | 0.115,0.625,212453,0.676,0.00277,0,0.248,-7.059,1,0.036,120.019,4,0.629,1 539 | 0.137,0.666,211931,0.948,0.0,10,0.192,-2.776,1,0.0638,100.996,4,0.523,0 540 | 0.0193,0.539,292093,0.907,0.0,0,0.825,-4.757,0,0.13,154.0,4,0.553,0 541 | 0.00205,0.603,185753,0.972,0.687,11,0.124,-5.013,0,0.0415,145.997,4,0.388,0 542 | 0.908,0.606,180040,0.296,0.0,4,0.255,-8.356,1,0.0502,115.085,3,0.668,1 543 | 0.324,0.561,204333,0.446,0.0,11,0.158,-10.237,1,0.0278,114.829,4,0.557,0 544 | 0.166,0.708,213440,0.666,0.000229,2,0.0929,-7.042,1,0.0349,89.019,4,0.834,1 545 | 0.481,0.55,343493,0.333,0.00448,0,0.235,-14.012,1,0.0409,127.93,4,0.178,1 546 | 0.734,0.57,213907,0.266,0.0,5,0.138,-13.648,1,0.0358,133.962,4,0.294,1 547 | 0.791,0.347,184693,0.384,1.44e-5,11,0.32,-8.118,1,0.0308,91.198,4,0.354,1 548 | 0.0284,0.61,214813,0.858,0.0,9,0.102,-4.867,1,0.0318,110.881,4,0.421,1 549 | 0.849,0.39,184667,0.302,0.000191,0,0.122,-10.362,1,0.0379,109.394,3,0.232,1 550 | 0.0262,0.595,235107,0.84,0.00257,0,0.2,-5.012,1,0.0466,130.021,4,0.471,1 551 | 0.367,0.564,213480,0.756,0.0,0,0.438,-4.812,1,0.0723,154.007,4,0.658,1 552 | 0.129,0.762,227030,0.819,0.0,7,0.334,-4.459,1,0.0897,81.981,4,0.606,0 553 | 0.2,0.805,191982,0.793,2.37e-6,10,0.14,-2.218,0,0.0687,120.128,4,0.262,0 554 | 0.709,0.351,221067,0.544,8.82e-6,8,0.718,-9.6,1,0.0415,129.056,4,0.163,1 555 | 0.938,0.485,221000,0.174,6.88e-6,2,0.0991,-10.581,1,0.034,102.431,4,0.268,1 556 | 0.721,0.562,271573,0.439,0.0,3,0.352,-9.969,1,0.401,155.337,4,0.588,1 557 | 0.0194,0.719,242960,0.897,8.94e-5,6,0.0675,-3.823,1,0.0415,99.687,4,0.837,0 558 | 0.14,0.734,166500,0.632,0.0,8,0.0619,-5.789,1,0.0317,102.052,4,0.562,0 559 | 0.839,0.342,335667,0.243,0.894,8,0.108,-20.631,1,0.0327,143.985,4,0.253,1 560 | 0.335,0.523,272133,0.633,1.31e-5,2,0.103,-7.408,1,0.0324,123.631,4,0.245,1 561 | 0.941,0.31,156893,0.0276,0.204,0,0.163,-28.55,0,0.0483,171.437,3,0.247,1 562 | 0.99,0.189,362354,0.0343,0.926,9,0.0957,-27.421,0,0.0414,100.968,4,0.0416,1 563 | 0.0838,0.911,172954,0.6,0.000113,6,0.338,-8.049,0,0.289,96.01,4,0.249,0 564 | 0.094,0.756,182413,0.905,0.0,0,0.183,-2.482,1,0.0424,112.044,4,0.679,0 565 | 0.424,0.723,198067,0.679,5.6e-5,2,0.317,-7.517,1,0.0357,126.028,4,0.71,1 566 | 0.000986,0.578,188013,0.825,0.0,1,0.176,-6.107,1,0.322,130.089,4,0.283,0 567 | 0.347,0.616,294147,0.573,1.38e-6,0,0.104,-7.133,1,0.0393,163.987,4,0.26,1 568 | 0.209,0.475,213002,0.469,0.0,7,0.329,-10.42,1,0.0328,81.687,4,0.641,1 569 | 0.103,0.696,226326,0.491,1.89e-6,3,0.131,-10.062,0,0.106,122.095,4,0.408,0 570 | 0.00196,0.664,339667,0.81,1.62e-6,5,0.0559,-4.295,0,0.0983,164.052,4,0.162,0 571 | 0.912,0.787,187933,0.256,0.0,7,0.164,-11.895,1,0.371,121.014,4,0.851,0 572 | 0.832,0.296,186794,0.185,1.24e-5,0,0.111,-12.429,1,0.0328,86.294,4,0.216,1 573 | 0.952,0.21,411520,0.0381,0.00973,9,0.0787,-25.335,1,0.0475,84.434,4,0.0546,1 574 | 0.0117,0.83,204879,0.768,0.00017,11,0.0743,-5.564,0,0.264,125.972,4,0.631,0 575 | 0.624,0.606,183389,0.645,0.0,6,0.106,-5.725,1,0.0581,100.703,4,0.465,0 576 | 0.00446,0.689,221612,0.892,0.00932,4,0.435,-3.95,0,0.246,110.09,4,0.77,0 577 | 0.0659,0.456,240333,0.873,0.0,2,0.162,-5.417,1,0.287,172.074,4,0.46,0 578 | 0.0318,0.981,202400,0.569,0.000535,7,0.088,-6.025,1,0.0652,124.989,4,0.539,0 579 | 0.434,0.468,133773,0.514,0.0,9,0.3,-8.377,1,0.0452,162.078,4,0.552,1 580 | 0.176,0.808,238440,0.717,0.0,0,0.168,-3.772,1,0.215,96.881,4,0.668,0 581 | 0.0831,0.884,194936,0.541,0.0,11,0.118,-5.608,1,0.221,105.009,4,0.274,0 582 | 0.163,0.833,149520,0.539,2.1e-6,11,0.101,-7.399,0,0.178,99.947,4,0.385,0 583 | 0.893,0.25,211733,0.144,0.0,7,0.296,-12.935,1,0.041,175.22,3,0.243,1 584 | 0.00587,0.825,220627,0.832,0.000789,5,0.114,-5.853,0,0.0403,122.021,4,0.713,1 585 | 0.86,0.268,174013,0.158,1.02e-5,4,0.0873,-16.031,1,0.0381,175.85,4,0.39,1 586 | 0.0884,0.632,347707,0.437,0.000623,2,0.0623,-15.56,1,0.0315,131.188,4,0.756,1 587 | 0.11,0.671,191600,0.314,0.0,5,0.0825,-8.091,0,0.244,110.898,4,0.296,0 588 | 0.178,0.597,196245,0.695,0.0,10,0.531,-3.46,0,0.226,79.994,4,0.544,0 589 | 0.213,0.798,244240,0.659,0.00161,9,0.0664,-12.645,1,0.0389,134.073,4,0.962,1 590 | 0.602,0.575,239720,0.373,1.06e-6,5,0.0955,-9.466,1,0.0237,100.018,4,0.435,1 591 | 0.19,0.477,350827,0.773,1.01e-5,2,0.265,-6.639,1,0.0267,85.189,4,0.566,1 592 | 0.57,0.665,230867,0.446,0.000669,1,0.082,-11.884,1,0.0439,141.94,4,0.172,1 593 | 0.802,0.657,132000,0.56,0.00079,4,0.216,-7.934,1,0.376,118.211,4,0.18,0 594 | 0.846,0.47,233720,0.265,0.00162,5,0.144,-15.878,1,0.0396,137.398,4,0.357,1 595 | 0.977,0.35,261107,0.0652,0.252,3,0.219,-22.807,1,0.0431,144.171,1,0.144,1 596 | 0.0749,0.686,240080,0.567,1.23e-6,9,0.611,-10.993,1,0.0278,103.976,4,0.643,1 597 | 0.279,0.613,172440,0.848,0.0,8,0.0762,-6.972,1,0.0357,132.049,4,0.729,0 598 | 0.00784,0.791,173987,0.619,0.00423,1,0.351,-5.886,1,0.0532,103.989,4,0.371,0 599 | 0.0743,0.687,288670,0.865,0.225,6,0.0966,-4.663,1,0.0349,117.015,4,0.261,1 600 | 0.448,0.543,181240,0.597,0.0,0,0.28,-4.941,0,0.0291,83.01,4,0.452,1 601 | 0.000226,0.556,219360,0.839,3.18e-6,2,0.11,-3.668,1,0.0361,117.954,4,0.241,1 602 | 0.0019,0.457,215510,0.899,0.0,10,0.831,-2.591,0,0.132,147.268,4,0.298,0 603 | 0.0993,0.664,215560,0.841,0.0,5,0.122,-6.939,0,0.162,119.978,4,0.881,0 604 | 0.00587,0.825,220627,0.832,0.000789,5,0.114,-5.853,0,0.0403,122.021,4,0.713,1 605 | 0.0512,0.743,237160,0.671,0.0,9,0.116,-5.241,1,0.122,163.229,4,0.499,0 606 | 2.74e-6,0.107,277012,0.979,0.93,1,0.475,-5.031,1,0.124,91.066,4,0.0571,0 607 | 0.0311,0.885,195992,0.543,0.0,2,0.154,-6.338,1,0.2,99.026,4,0.43,0 608 | 0.48,0.445,230893,0.499,0.0,2,0.164,-7.965,1,0.0307,140.071,4,0.247,1 609 | 0.461,0.585,185373,0.738,2.51e-5,2,0.274,-5.727,0,0.0271,107.947,4,0.592,1 610 | 0.397,0.736,229383,0.745,0.0,9,0.211,-4.819,0,0.206,59.896,4,0.784,0 611 | 0.293,0.635,227813,0.837,0.0,1,0.429,-5.778,0,0.213,95.029,4,0.765,0 612 | 0.669,0.646,283423,0.916,4.18e-5,9,0.0987,-4.115,0,0.206,180.068,3,0.463,0 613 | 0.00225,0.666,271209,0.917,2.5e-5,0,0.302,-5.791,1,0.0791,122.035,4,0.592,1 614 | 0.0125,0.654,210938,0.822,1.74e-6,11,0.134,-4.556,0,0.0396,127.94,4,0.478,0 615 | 0.0359,0.761,219120,0.639,0.0,5,0.0945,-7.577,0,0.0539,164.088,4,0.922,0 616 | 0.121,0.7,190302,0.872,7.08e-6,10,0.103,-5.896,1,0.0666,125.03,4,0.761,1 617 | 0.000123,0.698,222857,0.972,0.599,11,0.102,-2.597,1,0.0445,139.943,4,0.036,0 618 | 0.267,0.703,220280,0.911,0.056,5,0.17,-6.015,1,0.0275,127.974,4,0.949,1 619 | 0.197,0.857,208720,0.441,0.00123,0,0.108,-6.649,1,0.0452,91.977,4,0.625,0 620 | 0.29,0.364,337413,0.457,0.000106,4,0.922,-14.162,0,0.0675,163.219,4,0.175,1 621 | 0.0478,0.878,199753,0.588,0.0,11,0.0724,-7.353,0,0.196,114.984,4,0.475,1 622 | 0.994,0.351,124760,0.137,0.0646,10,0.171,-29.601,1,0.0693,78.375,4,0.543,1 623 | 0.0276,0.504,226387,0.647,0.0,7,0.152,-5.871,1,0.0359,139.883,4,0.244,1 624 | 0.383,0.255,218507,0.0734,0.0001,9,0.2,-17.988,0,0.0333,92.884,4,0.136,1 625 | 0.531,0.719,115139,0.84,0.0,1,0.637,-8.179,1,0.119,129.914,4,0.827,1 626 | 0.0023,0.978,254467,0.787,4.6e-6,2,0.102,-2.79,1,0.0394,116.006,4,0.597,0 627 | 0.0876,0.77,221749,0.83,2.32e-6,0,0.0566,-3.975,0,0.307,140.071,4,0.506,0 628 | 0.194,0.779,161322,0.666,0.000556,5,0.0576,-7.361,1,0.0482,123.024,4,0.507,0 629 | 0.107,0.703,213708,0.867,0.0,6,0.119,-4.292,1,0.0453,128.008,4,0.546,1 630 | 0.457,0.689,205667,0.815,0.0,9,0.115,-3.76,1,0.0297,112.987,4,0.753,0 631 | 0.514,0.727,203733,0.323,0.00556,10,0.0593,-14.334,1,0.0368,86.019,4,0.641,0 632 | 0.00311,0.828,131877,0.642,4.84e-5,0,0.295,-7.858,1,0.0935,144.946,4,0.8,1 633 | 0.938,0.407,387827,0.356,0.882,8,0.147,-16.535,1,0.0406,82.209,4,0.311,1 634 | 0.927,0.351,62622,0.289,0.918,2,0.106,-19.265,0,0.0371,74.818,4,0.0375,1 635 | 0.124,0.863,236293,0.576,0.0,5,0.143,-5.687,0,0.239,132.054,4,0.832,0 636 | 0.325,0.467,243720,0.678,2.31e-5,4,0.101,-6.729,0,0.0397,149.22,3,0.156,1 637 | 0.632,0.496,233213,0.544,0.0,9,0.123,-10.322,1,0.0392,134.916,3,0.432,1 638 | 0.0261,0.748,292613,0.499,0.00627,10,0.202,-9.653,1,0.0407,119.528,4,0.568,1 639 | 0.491,0.608,143213,0.473,0.0,7,0.778,-12.044,1,0.369,114.132,3,0.503,0 640 | 0.884,0.424,316880,0.371,0.784,5,0.106,-10.313,1,0.0611,81.528,4,0.419,1 641 | 0.874,0.614,272707,0.297,0.0,0,0.326,-10.717,1,0.104,145.268,4,0.81,1 642 | 0.992,0.594,244480,0.0305,0.947,4,0.0932,-25.777,0,0.041,71.226,3,0.214,1 643 | 0.0866,0.778,175248,0.82,0.0399,9,0.099,-4.735,1,0.217,102.006,4,0.461,0 644 | 0.000402,0.364,305840,0.841,0.0,8,0.242,-4.831,1,0.119,100.14,5,0.0837,0 645 | 0.0164,0.764,140952,0.995,0.0567,7,0.583,-3.225,1,0.0868,126.046,4,0.438,0 646 | 0.608,0.828,228693,0.523,2.55e-5,1,0.108,-13.174,0,0.0417,121.58,4,0.778,1 647 | 0.491,0.644,217707,0.346,0.151,2,0.324,-16.599,1,0.0407,112.49,4,0.711,1 648 | 0.357,0.755,174827,0.876,5.17e-6,0,0.22,-8.867,1,0.0362,102.762,4,0.954,1 649 | 0.862,0.49,189507,0.193,9.74e-6,11,0.113,-9.544,1,0.0421,89.154,4,0.184,1 650 | 0.0781,0.577,184320,0.845,0.0,2,0.114,-3.003,1,0.0521,137.992,4,0.458,0 651 | 0.000107,0.766,181573,0.442,6.12e-5,1,0.111,-8.558,1,0.356,201.8,4,0.39,0 652 | 0.816,0.408,165687,0.304,0.0,5,0.0831,-11.164,1,0.0411,109.169,4,0.0935,1 653 | 0.059,0.597,56331,0.818,0.0,8,0.0905,-4.91,1,0.0812,156.922,4,0.758,0 654 | 0.0144,0.507,213338,0.665,0.0,0,0.0759,-7.598,1,0.0474,126.879,4,0.4,1 655 | 0.0601,0.809,349080,0.399,0.003,0,0.0531,-14.58,0,0.0349,108.078,4,0.722,1 656 | 0.0185,0.703,207408,0.851,0.000244,7,0.102,-6.813,1,0.353,203.988,4,0.879,0 657 | 0.201,0.542,204653,0.599,0.0,9,0.0486,-6.281,0,0.0276,117.993,4,0.394,0 658 | 0.0144,0.818,204957,0.769,0.000122,11,0.0767,-5.761,0,0.271,125.944,4,0.622,0 659 | 0.881,0.276,259307,0.0652,0.0,9,0.102,-12.904,1,0.036,55.747,4,0.0987,1 660 | 0.00583,0.533,209613,0.753,0.00556,0,0.103,-5.599,1,0.0361,137.959,4,0.328,1 661 | 0.0624,0.531,122025,0.767,5.7e-5,8,0.164,-4.774,1,0.0581,148.022,4,0.837,1 662 | 0.171,0.624,215787,0.68,9.09e-6,10,0.0803,-8.143,1,0.156,107.358,4,0.612,1 663 | 0.135,0.786,219333,0.868,0.0,1,0.218,-5.503,1,0.3,140.024,4,0.771,0 664 | 0.00213,0.733,293543,0.543,0.000169,1,0.0703,-10.002,1,0.0445,106.019,4,0.118,0 665 | 0.393,0.538,266680,0.718,0.0,0,0.636,-8.157,1,0.052,152.039,4,0.787,1 666 | 6.64e-5,0.34,233693,0.973,0.813,1,0.319,-3.599,0,0.248,114.078,4,0.165,0 667 | 0.116,0.772,249133,0.805,0.000349,5,0.0759,-8.363,0,0.0848,122.95,4,0.657,1 668 | 0.994,0.615,87573,0.21,0.91,9,0.113,-19.798,0,0.0534,86.106,4,0.827,1 669 | 3.11e-5,0.444,202307,0.995,2.03e-6,7,0.19,-2.097,1,0.171,79.999,5,0.285,0 670 | 0.921,0.513,268587,0.45,0.86,9,0.313,-11.219,0,0.0296,142.399,4,0.261,1 671 | 0.311,0.52,223200,0.84,0.879,2,0.0698,-9.143,1,0.0287,164.982,4,0.603,1 672 | 0.142,0.768,247040,0.768,0.0,0,0.0664,-6.699,1,0.253,136.943,4,0.465,0 673 | 0.00484,0.419,165013,0.615,7.03e-6,2,0.13,-8.56,1,0.197,144.937,4,0.38,0 674 | 0.441,0.737,111422,0.516,3.47e-5,2,0.122,-8.023,1,0.0411,117.027,4,0.532,1 675 | 0.15,0.746,214907,0.848,2.18e-6,2,0.37,-4.638,1,0.0331,138.047,4,0.756,1 676 | 0.491,0.655,237013,0.405,0.000411,7,0.0664,-15.219,1,0.036,82.218,4,0.841,1 677 | 0.821,0.541,211426,0.193,0.0,0,0.0999,-11.957,1,0.0433,117.47,3,0.533,1 678 | 0.112,0.561,226400,0.702,0.000384,0,0.384,-5.922,1,0.0313,124.943,4,0.64,1 679 | 0.276,0.568,210053,0.654,8.12e-6,8,0.321,-7.603,1,0.567,76.987,4,0.322,0 680 | 0.000199,0.603,337228,0.754,0.862,7,0.874,-10.345,1,0.0378,123.029,4,0.0374,1 681 | 0.768,0.576,168987,0.376,3.03e-5,10,0.0986,-13.825,1,0.139,112.091,3,0.513,1 682 | 0.284,0.692,211013,0.886,0.0,1,0.341,-2.519,1,0.0519,100.03,4,0.879,0 683 | 0.808,0.426,161173,0.619,0.0,9,0.11,-6.751,1,0.0768,148.188,4,0.362,1 684 | 0.0689,0.727,184960,0.932,6.02e-6,8,0.153,-5.117,0,0.0452,92.016,4,0.896,0 685 | 0.741,0.739,249920,0.249,0.728,0,0.122,-10.648,0,0.0478,130.818,4,0.474,1 686 | 0.714,0.332,182640,0.527,0.0,2,0.249,-6.788,0,0.0452,77.312,4,0.367,1 687 | 0.733,0.704,81760,0.745,0.0,1,0.261,-5.643,0,0.142,133.971,3,0.654,1 688 | 0.000961,0.685,250053,0.893,0.000379,1,0.324,-3.586,1,0.0646,131.006,4,0.438,1 689 | 0.984,0.274,320293,0.0591,0.665,5,0.156,-22.027,0,0.0484,89.426,4,0.0765,1 690 | 0.00446,0.731,179467,0.95,3.64e-5,2,0.362,-2.705,1,0.0516,135.081,4,0.249,0 691 | 0.775,0.499,223947,0.74,0.883,2,0.0812,-9.633,1,0.029,165.002,4,0.531,1 692 | 0.00422,0.792,202963,0.454,0.0,9,0.285,-6.753,1,0.458,161.993,4,0.674,0 693 | 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