% File README % ----------- % % chscase A collection of the data sets used in the book % "A Casebook for a First Course in Statistics and Data Analysis," % by Samprit Chatterjee, Mark S. Handcock and Jeffrey S. Simonoff, % John Wiley and Sons, New York, 1995. Submitted by % Samprit Chatterjee (schatterjee@stern.nyu.edu), % Mark Handcock (mhandcock@stern.nyu.edu) and % Jeff Simonoff (jsimonoff@stern.nyu.edu) % % This submission consists of 38 files, plus this README file. % Each file represents a data set analyzed in the book. The names % of the files correspond to the names used in the book. The data % files are written in plain ASCII (character) text. Missing % values are represented by "M" in all data files. % % More information about the data sets and the book can be % obtained via gopher at the address % swis.stern.nyu.edu % % The information is filed under % ---> Academic Departments & Research Centers % ---> Statistics and Operations Research % ---> Publications % ---> A Casebook for a First Course in Statistics and Data Analysis % ---> Welcome! % % It can also be accessed from the World Wide Web (WWW) using a % WWW browser (e.g., netscape) starting from the URL address % http://www.stern.nyu.edu/SOR/Casebook % % % % NOTICE: These datasets may be used freely for scientific, % educational and/or non-commercial purposes, provided suitable % acknowledgment is given (by citing the Chatterjee, Handcock and % Simonoff reference above). % % File: census2.dat % % Note: attribute names were generated automatically since there was no % information in the data itself. % % % Information about the dataset % CLASSTYPE: numeric % CLASSINDEX: none specific % @relation chscase-census2 @attribute col_1 numeric @attribute col_2 numeric @attribute col_3 numeric @attribute col_4 numeric @attribute col_5 numeric @attribute col_6 numeric @attribute col_7 numeric @attribute col_8 numeric @data 16.754,21.743,16.014,19.5413,17.573,20.011,19.3907,19.2227 17.419,15.225,12.5705,25.0069,20.4635,18.7705,19.4249,19.7238 42.063,15.757,30.8815,16.1605,20.8111,19.0999,19.5469,20.5771 15.907,24.8285,16.0473,15.488,23.9404,19.7499,18.7775,20.2231 35.787,20.153,21.5765,21.0381,20.6379,20.7242,18.602,20.4897 23.58,31.173,19.2852,18.3446,17.454,18.3696,18.9293,19.3809 15.729,20.971,24.7207,26.6096,19.757,18.3411,18.7784,20.7164 18.909,22.181,18.643,20.0476,19.9982,19.214,19.5977,19.5427 35.622,21.5195,21.8673,21.2938,17.9566,17.4547,18.9879,19.6088 6.526,29.19,37.4768,14.1133,19.0004,19.7492,22.5516,19.2558 17.687,16.0915,20.4135,20.6467,18.3155,18.4886,17.3822,20.0858 13.158,10.3945,24.3233,15.557,21.4618,19.37,20.7998,19.3748 35.241,14.259,21.3633,15.9451,18.9596,18.6013,21.0429,20.2103 15.818,27.222,13.6075,28.7728,18.682,18.9556,20.5817,19.731 11.389,12.8355,19.1748,25.4202,19.0712,19.3176,18.5756,20.008 32.416,20.5105,27.9797,14.6992,18.5087,19.8777,19.8943,19.4278 0.292,19.4395,26.268,20.4975,15.0215,17.2984,21.2463,19.1798 26.134,10.841,26.4005,17.4191,16.1092,20.6774,20.3109,19.662 43.311,14.8325,17.851,18.3828,17.246,21.6838,20.2233,18.9898 33.291,11.8165,17.7338,21.3487,18.887,23.4194,19.6817,18.5311 21.35,12.6065,16.3075,14.2534,23.0448,17.9106,18.3475,19.7204 7.242,15.0065,13.0222,20.2094,21.707,16.8538,19.803,20.1618 33.061,27.913,17.3345,24.5799,19.9944,19.5674,17.5515,19.9344 31.625,25.675,18.11,22.2267,21.8784,22.0322,22.1788,20.5871 19.756,23.9895,16.43,23.9076,18.2355,20.886,20.5399,18.9945 22.866,11.991,13.2127,23.7069,19.459,21.1999,20.4272,19.7756 25.123,36.41,16.1455,17.2599,22.1336,17.2189,19.4054,20.4552 14.088,12.194,23.1857,18.9984,18.3994,23.9445,22.6126,19.4722 14.922,14.5075,23.002,19.6272,20.23,19.2415,19.6981,20.2364 7.832,16.6205,14.992,22.1491,26.6752,17.9097,19.9978,19.8248 22.912,22.4755,14.8715,25.991,19.6734,20.8683,18.6223,20.4077 11.609,20.084,16.2355,15.17,23.7763,18.9203,19.1959,19.8911 7.838,43.4455,16.1263,18.2225,19.0726,19.102,20.697,21.3208 15.618,15.58,15.084,17.6923,20.7874,23.3906,19.4617,20.4071 22.256,31.463,14.6887,20.8591,19.5813,19.9844,19.1836,19.5473 6.585,22.261,15.4455,18.7351,22.7601,20.6375,18.8054,19.676 37.555,19.0225,25.9125,16.1817,24.4695,20.8331,16.816,20.1278 28.875,15.294,18.8263,22.1886,19.4647,19.6136,21.6562,19.9598 27.23,19.574,20.6138,17.2592,17.2028,20.7605,19.5569,20.0364 13.902,24.0865,20.921,23.8132,17.4853,18.6029,22.5887,20.6083 33.985,25.8295,16.3573,18.3237,16.7614,17.9593,20.5504,20.5866 18.179,11.256,14.6672,16.2833,20.7854,18.7357,19.6556,20.0326 10.408,27.931,26.379,24.72,21.3973,20.3515,19.5161,19.1676 17.677,15.575,27.668,24.1323,19.1203,19.2544,19.4777,19.4736 31.944,25.8775,26.5475,20.9931,20.7518,17.9882,21.3943,19.8802 27.182,16.9385,12.0265,24.2286,18.2279,19.2422,20.8534,18.7647 17.963,19.791,14.5285,30.6704,20.9828,22.0495,22.0203,20.0899 15.748,17.7655,13.211,20.0549,26.3834,19.0303,18.5184,20.2816 12.309,21.9455,14.6058,21.7933,19.9842,20.1392,19.5657,19.7128 14.481,15.9345,21.317,15.1875,18.2268,20.7152,19.9202,20.3229 7.841,22.62,12.2342,18.8875,21.5142,18.5894,20.949,19.8084 11.293,25.0695,30.9518,22.403,20.62,20.2213,22.6548,19.7172 23.433,17.664,21.7282,13.6819,16.7669,24.9595,20.801,20.1108 21.695,16.9855,20.4462,18.3318,20.1792,20.2657,18.4846,20.2492 16.242,16.015,11.5762,18.6876,20.5975,17.2666,19.4641,19.9284 17.359,13.7495,17.4065,18.0251,23.4807,22.1296,19.0031,19.6581 32.186,10.6725,27.3487,20.755,19.4647,19.6461,19.964,19.3644 9.077,20.3625,25.587,23.6868,17.564,20.3495,19.695,19.9137 21.759,15.3305,18.6375,20.8772,22.5932,18.7341,19.4324,19.8823 21.133,14.6635,16.642,15.1686,19.9716,18.5106,20.1008,19.6856 22.667,11.2285,17.9593,17.993,18.2363,20.2451,20.1722,19.6556 13.913,18.514,10.275,16.6499,22.6124,18.1466,19.3077,20.2505 28.339,19.989,19.4285,21.7262,17.7083,19.0183,17.4434,19.3309 13.389,18.7435,15.8698,28.8739,26.291,22.3758,21.4709,19.4255 44.072,51.8725,31.7545,25.5219,19.4992,19.0459,20.5173,19.3425 35.845,20.7225,12.791,26.6189,24.5828,19.8776,20.5514,20.8601 14.465,36.574,19.7982,24.3733,18.4561,18.4785,20.1592,19.0351 21.661,15.9515,21.8508,20.7283,19.0431,19.8886,21.5275,20.2464 6.677,25.104,14.0515,22.4318,17.1876,18.8208,20.592,19.3036 12.449,14.466,18.1663,17.2922,19.3869,18.7899,21.5712,20.0505 13.95,27.443,22.7297,20.3296,18.8828,15.5654,19.2133,21.2498 13.182,48.6095,14.1392,22.7817,22.2071,18.0665,20.0976,20.076 44.664,11.4785,18.6218,23.3821,18.3381,22.3759,20.2694,20.1485 26.935,19.1945,11.9462,16.8027,23.4679,20.2665,21.8712,20.3134 2.635,26.7225,16.932,18.3445,17.6455,23.4526,19.7537,19.9788 15.649,11.458,24.3203,20.584,16.8193,21.7249,19.0966,20.643 10.61,23.1455,15.3178,19.4288,21.4598,19.93,18.7098,19.562 27.788,11.8275,21.998,14.69,20.4939,21.1707,19.1894,19.5687 15.616,14.614,14.344,20.0478,18.1252,21.9671,21.9562,18.9681 13.518,24.653,14.236,26.6932,23.7168,17.3441,19.4301,20.1363 15.729,28.2475,14.814,19.195,22.2615,18.7734,20.9189,19.2098 25.405,26.32,18.8622,31.0667,22.8608,20.2588,19.2728,20.1662 21.623,15.811,19.5207,20.393,18.252,19.6726,19.5187,19.3658 36.446,19.2465,21.1748,14.8987,27.2447,19.2827,19.9388,20.0465 26.56,11.808,19.0422,14.3233,22.2584,23.6831,19.3566,19.0734 17.085,13.91,13.4182,13.1709,21.0643,19.1055,18.9911,20.4243 28.875,22.266,16.5195,20.0456,19.8995,18.473,20.0512,19.7895 21.637,22.347,18.992,18.9639,16.8966,22.0391,19.6157,19.9272 10.719,11.6865,14.7332,20.5833,19.8446,18.5144,19.4499,19.2831 29.186,17.814,17.318,17.6449,19.5028,21.2824,20.464,20.0589 10.94,24.0015,13.0723,14.6242,17.6946,20.4244,19.1544,20.3593 31.902,27.98,15.4242,17.9969,20.1458,21.9997,19.5095,19.8483 54.844,12.711,22.0063,21.8894,17.3628,22.041,17.9147,20.042 11.757,22.1835,20.6953,23.2911,19.3243,18.7496,19.2154,19.5754 17.215,19.8675,17.0697,20.9477,21.0234,18.2872,20.2422,20.064 66.931,24.804,17.2405,19.1868,19.3518,20.545,17.4059,20.3295 8.576,12.433,14.9663,15.6453,22.6649,18.5865,20.0038,20.7843 13.14,13.0775,19.6605,26.9079,17.352,17.2324,20.1015,19.375 8.377,11.969,24.775,22.8457,19.6705,20.9769,20.6023,20.0587 11.438,38.98,11.336,20.8014,22.3449,20.921,18.2158,19.1909 19.404,26.0665,15.5365,18.9104,20.0446,22.5611,18.9861,19.68 9.428,11.2355,24.899,15.929,17.7959,22.7484,21.384,19.2913 18.353,10.982,13.8603,17.5397,19.2872,21.6613,17.7941,20.5529 61.167,13.783,15.7422,18.6677,20.049,19.9407,19.6051,20.229 17.929,23.628,23.9743,19.9811,19.841,18.3706,20.5115,19.9439 23.333,19.258,12.4305,16.1523,19.6029,18.5987,19.8252,19.4727 5.862,18.0225,17.6045,15.2032,19.8756,18.7543,18.719,19.8391 12.473,48.218,16.0313,25.5567,17.1604,20.1739,19.8653,19.7539 36.492,13.773,22.8825,14.812,18.022,21.0083,18.5038,20.263 31.519,38.929,18.903,19.9434,22.6716,16.9979,18.7146,18.9904 11.916,24.623,20.0715,17.6975,20.1611,21.0077,20.1314,19.8857 12.168,18.201,16.5448,20.4351,18.6822,18.9202,20.2845,21.0676 13.9,14.721,22.2323,20.3447,18.9622,19.6681,18.8046,19.7703 7.175,14.6595,26.7143,17.6491,22.5976,19.7219,19.6289,19.6539 24.204,17.858,30.5723,18.076,20.3966,18.518,19.7473,20.437 18.926,24.1845,19.8445,18.8895,18.9994,20.3468,18.9903,19.984 15.927,20.77,29.7645,18.7684,21.128,19.4217,18.5259,20.005 16.506,22.1695,26.3457,15.5406,20.1647,20.7799,20.17,20.2904 16.836,34.556,21.0308,15.9992,17.7248,19.698,19.8157,19.9899 19.713,21.9445,27.6825,15.5643,18.198,20.6464,21.4566,20.1986 28.838,13.126,27.15,23.7176,21.3075,17.9614,20.0516,20.1501 9.364,47.1625,13.9402,18.8484,20.0005,20.654,18.1683,19.6105 6.238,17.908,23.3595,18.874,16.6632,15.9302,20.3815,19.9426 10.153,18.3935,24.773,21.7415,15.1971,18.9567,18.9849,19.823 104.694,19.1745,22.1223,17.7047,18.4766,22.575,22.9487,19.511 21.616,18.0295,15.9175,17.9113,19.4368,20.3668,19.0507,20.1109 14.239,14.8235,25.0043,19.6461,21.5083,20.9374,23.6523,20.2924 28.283,17.5505,18.0622,18.0685,23.6416,20.0972,20.8998,20.3065 1.581,16.7215,18.832,19.1124,18.8676,18.2267,20.2916,20.2172 31.948,31.1285,17.0673,19.9193,21.8659,22.876,19.5186,20.4185 35.088,21.2945,17.0303,17.2918,19.231,19.1335,21.6148,20.2675 21.72,15.1745,15.0938,19.8775,22.6438,21.1848,18.3544,20.8365 15.525,19.2155,11.2407,16.1902,19.5176,21.3058,20.8146,19.4539 69.206,11.0215,16.2967,20.279,19.2348,20.636,20.1431,21.6532 35.2,17.0395,17.9817,23.6558,17.2186,20.5481,20.3347,20.6827 17.458,13.316,20.0882,14.5528,23.3128,20.502,18.603,19.5204 26.528,31.5055,21.6878,14.6378,22.4393,22.6405,18.0244,19.6009 15.952,25.2535,23.2133,19.8809,19.0915,19.173,17.814,19.9136 5.617,17.1505,19.248,16.8542,19.1755,19.2537,20.081,19.9141 15.525,30.254,14.5365,15.3798,20.6763,20.4514,18.0979,20.6004 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7.699,14.166,17.846,20.8915,18.4941,20.0969,20.2978,19.7103 14.595,13.312,18.494,17.7811,20.9594,21.0606,19.5647,20.1162 18.174,16.092,15.0347,22.1683,19.9433,22.8517,20.1305,20.6113 12.375,29.8415,22.0168,18.8154,20.5034,18.6739,21.1397,19.4825 27.798,14.648,18.2487,18.345,20.071,19.2108,17.6226,19.9889 14.054,25.5605,23.2978,24.343,19.3845,19.6714,21.5145,19.6063 18.406,13.1645,24.82,19.8196,19.0578,18.8743,21.0766,19.6571 20.417,14.3345,14.433,21.8567,21.4679,20.7759,19.2289,19.403 26.001,25.998,27.6408,20.9662,18.6996,18.2614,20.1092,19.2997 18.54,25.238,17.8413,21.4334,20.3493,20.1162,20.8016,19.7226 31.57,22.0675,12.3405,13.2285,24.1656,19.7614,18.693,20.7767 18.872,25.716,21.3773,17.9668,18.9996,18.4577,18.6622,19.4098 13.811,24.256,17.1575,21.7492,20.8556,17.6198,20.7083,19.1738 21.102,12.6355,18.993,47.1488,21.1029,20.3624,18.7037,19.9501 27.576,16.577,15.038,18.3369,20.5505,17.2821,17.3913,20.1228 7.942,12.481,20.9097,14.826,25.9231,19.6197,19.6881,19.423 26.935,20.181,23.2487,16.7387,19.6638,19.5487,17.5048,20.4168 26.096,21.667,13.7672,17.5886,21.3476,20.5536,18.8043,20.3391 74.168,10.0025,13.7052,22.0627,17.5156,19.1002,18.8759,19.7708 17.682,20.243,15.3918,19.1203,20.8035,20.1312,22.4886,19.647 18.994,14.842,11.2315,18.233,22.4435,19.6908,19.1462,20.2483 22.253,16.1615,16.9947,17.7997,18.2522,19.209,19.2579,20.4032 32.691,22.916,16.9635,16.9762,18.6486,19.8405,17.5373,20.4828 14.905,36.7805,13.3178,12.14,20.5499,21.0876,20.4212,20.3676 29.029,10.929,21.6008,22.127,17.9589,19.0784,19.0522,19.6508 31.165,22.23,21.1457,19.339,19.2292,19.2305,20.1919,18.9669 27.956,17.4685,39.8235,16.8548,18.0832,20.4664,18.2376,19.492 13.973,13.508,25.534,16.2173,19.622,18.5527,19.8852,19.7068 13.518,22.1605,20.173,23.299,17.8214,17.5056,20.7334,20.6905 25.65,14.7605,21.851,21.9902,19.3125,18.3238,19.7631,20.0256 12.014,24.1395,31.9335,32.1776,16.1374,20.6922,20.2771,19.7452 14.248,21.062,10.7155,17.4128,20.4263,17.7385,19.0781,19.205 26.78,12.2945,20.138,18.6729,21.1201,20.8977,20.2754,19.6946 9.454,46.8095,11.9075,19.9076,19.0737,19.5867,19.7016,19.7847 14.514,11.989,21.1185,17.6013,17.596,18.1959,19.3786,18.8118 19.027,25.686,25.9985,24.2887,24.5253,16.6159,19.9032,19.4883 21.662,17.192,22.666,23.1309,25.0637,22.8025,19.6561,20.4067 19.907,10.4745,16.517,20.8279,20.6396,17.2051,20.3134,19.7793 16.018,26.277,14.548,18.5812,18.4852,20.8616,19.5075,19.732 14.437,11.762,17.2357,24.4079,18.8626,18.2975,18.4409,19.5007 12.992,26.347,18.8985,20.1546,19.0701,18.0164,19.6217,20.1435 20.793,16.1405,15.5262,19.1588,21.3024,22.1866,19.3623,21.0835 18.427,15.284,15.3025,24.9217,18.6761,20.8301,20.6555,19.4605 11.776,11.883,24.7215,17.3563,19.7455,20.3745,20.1469,19.6487 12.051,17.724,19.779,17.3534,23.767,18.5393,18.8036,20.18 17.984,17.086,19.606,21.2877,21.487,17.8923,19.2965,20.467 51.911,25.7505,17.7985,17.0638,18.0775,20.9017,19.6645,19.6898 14.77,33.6325,29.2613,15.1368,21.2653,17.0705,21.3823,19.6403 16.426,29.407,21.0345,15.2528,19.8195,21.7725,17.5248,20.347 18.748,27.9445,23.6065,22.659,17.9291,20.9954,19.1489,19.9319 19.233,25.234,18.886,20.2274,21.1953,17.9199,20.0763,20.1731 27.022,31.815,20.9143,13.5016,20.3566,17.6684,19.5994,19.6441 14.713,13.197,18.7207,45.166,19.7961,21.4819,20.5775,20.722 34.709,22.471,18.3727,18.1686,16.7266,17.7282,19.001,19.0936 17.288,41.778,18.9447,16.9983,21.2414,21.0577,20.779,20.2039 25.814,17.1565,15.4265,21.0443,18.991,19.9653,18.9418,19.4895 21.791,11.396,17.0965,21.3852,19.7306,20.4383,19.5978,19.6521 41.955,12.66,20.7657,18.3303,19.7921,19.212,20.1625,19.6562 21.668,21.975,15.789,18.4492,18.4663,18.8285,20.9801,19.6854 16.766,24.542,23.582,16.0798,18.4492,18.6095,19.5151,19.2208 16.037,13.332,18.0103,19.4955,20.6216,19.311,19.678,19.0317 3.942,16.392,12.0442,18.8733,19.8891,20.4197,19.2743,19.5357 14.432,11.6225,13.8193,17.2203,20.9724,19.1877,19.7456,19.9552 7.812,18.3185,14.8368,17.8795,14.2672,17.8198,18.6652,19.9267 24.78,33.531,28.2695,20.5036,19.0751,18.3431,19.8269,20.1705 11.285,14.34,10.4168,25.8784,21.6497,19.086,20.4691,20.5567 17.632,22.8625,23.352,16.7849,17.1906,20.9409,19.755,19.7935 28.84,26.2595,22.3727,20.4166,17.3737,19.3218,19.4018,19.3461 4.524,20.576,13.137,20.7582,19.4523,18.4797,20.4546,19.8085 23.102,14.3735,32.366,22.12,19.787,22.0894,21.5347,19.8099 20.417,30.1235,26.409,17.2722,20.5684,19.5986,20.2123,20.6521 16.962,23.8385,17.8053,18.0154,18.529,18.0107,19.6368,20.2713 24.883,16.492,18.1015,19.502,19.4198,19.4594,23.2698,20.0664 38.717,36.3155,23.4395,17.6921,21.6875,19.7983,20.0181,19.9487 11.833,12.441,23.0897,18.4291,20.9644,18.8405,17.7985,19.8191 114.719,22.416,23.3253,20.03,17.2359,20.6541,18.1284,20.0364 15.556,78.455,14.2445,26.5378,20.3254,19.6566,17.9296,20.2718 65.5,15.688,22.0055,18.6359,19.9369,18.3241,19.5622,20.271 14.301,24.352,27.1698,11.8771,17.0447,18.9514,18.5145,20.3021 10.292,25.6565,18.407,29.1663,22.337,18.1005,18.9338,18.7912 40.834,25.6185,22.4865,27.5791,20.9738,18.6998,21.7545,18.8393 31.398,11.3055,24.6065,15.3355,17.4442,21.6402,19.2175,19.8415 10.581,20.5735,13.721,17.4188,17.6635,18.2502,18.579,20.4894 15.579,17.1205,13.8785,27.4535,22.0174,21.3812,19.726,19.7881 4.425,34.203,17.8298,19.6568,20.8564,22.405,21.1319,20.3369 24.094,12.213,19.9178,17.688,21.3188,20.5082,22.934,20.75 7.759,21.3215,17.329,23.3266,18.7242,17.5555,18.2633,20.0499 41.228,14.309,16.9232,19.3815,19.4326,22.5476,23.0255,19.9121 12.992,26.92,27.0183,19.869,20.995,17.111,18.8134,19.3842 22.181,21.6475,33.0913,23.3042,17.466,19.2255,20.5588,20.3426 8.071,15.6125,15.17,19.4382,18.5789,20.9829,18.8056,19.395 20.638,22.183,20.1578,20.9474,18.5506,19.1774,19.5116,20.1231 14.561,15.4435,20.1765,22.2665,18.2214,22.5695,19.7119,20.9424 26.008,18.27,20.57,21.6556,16.7898,23.3279,19.8299,20.2263 13.403,18.105,25.9113,20.228,17.2564,18.541,19.9426,20.0369 10.894,17.4985,16.4913,18.8273,19.3912,19.5605,20.6602,19.562 7.682,25.1205,26.9895,21.188,20.3079,26.329,19.2753,19.8026 14.173,40.899,17.0645,22.2476,21.0764,20.9756,20.4755,18.95 14.819,20.526,28.4415,20.7692,17.9771,19.5956,21.8826,20.6754 17.2,17.3955,24.6358,15.3435,17.5,22.2039,21.4897,19.3921 9.78,15.6185,11.7102,23.5184,21.0369,20.0705,19.5141,20.0275 12.159,17.576,14.7602,16.1892,20.7586,20.5128,20.637,20.2341 28.499,15.4505,13.1952,20.1512,19.092,19.5254,20.3132,19.5773 31.226,14.2385,12.3782,18.6807,20.0815,19.5117,18.995,19.4936 6.662,12.6025,24.2082,26.5929,19.8412,19.9114,19.9632,20.2226 10.574,14.7065,14.723,19.7151,16.965,18.2156,19.2978,20.1454 13.419,17.032,14.411,15.4369,16.2667,18.4932,19.974,19.2799 24.128,18.483,34.383,17.2104,20.1508,20.4128,19.1683,19.3454 12.753,15.6565,15.4555,17.7472,17.9227,18.9311,18.3635,19.9157 22.665,18.6795,19.9462,24.9275,16.4874,22.6981,19.5533,20.9434 14.187,13.7025,27.2308,16.4025,21.5622,19.3171,19.3111,19.5905 26.001,18.725,14.959,15.0779,20.161,20.969,19.8026,18.9313 13.382,22.3715,15.1325,18.3698,17.7714,20.5169,20.5694,18.4402 13.086,20.091,10.8215,16.9108,18.8236,20.1526,21.1604,20.388 42.929,18.548,18.678,23.0353,18.1033,18.4632,19.2955,20.5618 22.587,17.7085,23.0627,25.5506,17.9294,18.7428,21.942,19.4629 19.079,13.78,27.9835,19.226,21.673,16.2483,21.1045,20.121 9.151,20.408,24.6925,18.6583,22.7002,19.8005,19.1706,19.5628 24.275,21.044,20.361,14.3409,21.0336,18.9457,20.593,19.1411 47.619,17.185,16.7375,15.9029,20.6266,16.6823,20.5501,19.4121 7.566,18.729,14.0055,24.3409,19.6911,21.2485,19.3103,20.3544 17.101,25.296,28.0063,15.9397,21.0579,18.9135,20.0767,20.8045 11.406,22.98,14.6578,17.9481,18.1781,16.606,20.3612,19.9195 33.571,28.113,20.4005,22.982,18.9006,19.5897,22.5394,20.2601 19.472,25.403,15.295,20.3527,20.3526,19.5171,20.1693,19.598 17.458,28.533,18.1265,21.6778,22.7279,20.4876,18.8001,19.4878 22.463,34.0895,11.3238,14.2351,19.0755,21.3142,23.8642,19.8203 10.363,20.428,18.7343,16.6928,16.2629,22.2704,18.8443,19.8638 9.201,21.695,16.1165,21.934,25.5742,19.5292,19.6907,19.4984 10.752,20.68,13.6628,14.8941,17.9708,20.9647,19.0705,19.8581 23.602,17.436,20.1505,18.1198,20.825,19.9182,18.2568,20.1656 41.557,15.597,18.0213,15.8919,21.1658,16.3645,20.5987,19.6929 23.102,28.978,18.242,19.1014,16.9254,17.9427,19.4419,20.0882 13.143,10.9935,15.0455,19.0227,18.9143,18.3679,19.0995,19.2685 7.66,15.55,13.5025,14.3484,15.3529,18.5428,17.7687,20.223 24.55,11.6435,11.3698,15.5889,19.9838,19.4216,19.1479,19.0027 6.837,12.9015,22.0993,20.1504,22.3438,19.9817,20.2619,20.0256 18.406,24.7545,34.2735,16.4632,20.6201,19.9065,22.3363,19.0022 17.563,20.2325,22.4195,14.7609,18.2729,19.1399,20.7103,20.2315 24.501,33.739,18.349,26.3611,17.1836,17.5981,19.256,19.211 21.043,15.1065,18.4155,19.2771,19.8652,20.1715,18.2744,19.9467 24.116,12.7795,18.8055,42.5087,22.2502,17.8187,19.129,19.4135 15.577,14.8235,22.6255,19.793,19.5024,20.0046,18.1536,19.8422 76.787,19.952,31.3433,18.4263,22.0497,18.607,20.4987,19.7828 9.594,12.729,17.8468,19.3806,18.827,17.8421,19.1864,20.1133 21.249,18.045,18.7727,18.2448,17.9377,19.0487,19.6424,19.749 14.28,17.7,23.7613,20.3664,20.4862,22.9347,20.5057,20.3929 8.151,14.607,34.304,17.1378,20.4724,20.7389,21.4288,19.7304 12.804,14.4225,21.9422,40.7855,17.1846,18.1151,18.9982,19.9751 24.115,24.3215,15.18,16.1402,18.9936,19.8822,19.687,19.8098 17.161,41.094,17.768,18.2923,18.2253,18.81,21.7329,19.5573 35.088,14.186,16.3815,17.8916,19.3996,19.389,19.9383,20.1341 15.121,25.533,18.8953,20.7092,19.2223,20.0766,19.8157,19.293 8.166,42.8525,14.789,24.1701,18.7383,17.367,20.1205,19.8204 16.435,50.4885,37.6733,15.778,17.3416,20.5518,17.0337,20.1798 25.59,14.836,21.039,24.188,21.1352,19.3824,19.978,19.7262 12.061,16.819,13.063,15.4605,14.5044,20.8786,18.8013,19.8875 13.039,67.0215,17.5495,23.6883,18.6041,21.7593,20.0639,19.5407 31.944,17.3635,11.5142,20.3171,18.082,20.5201,17.7815,20.1059 22.655,11.5695,16.4415,17.042,21.384,17.1567,20.7934,19.4823 12.003,28.5125,21.3843,17.7621,16.7881,18.9724,20.2069,20.4799 9.749,22.183,11.906,25.4342,14.4914,18.7303,23.0893,19.7396 4.524,33.826,23.2278,22.9424,27.3904,16.515,20.652,20.5112 32.416,23.889,22.1713,20.9246,20.4218,19.8991,18.4488,19.6941 17.364,24.684,28.5887,16.5126,18.2218,20.1132,20.8106,19.357 14.481,29.517,21.6698,16.371,17.8133,20.5587,18.8495,20.2441 10.752,19.943,16.1123,22.7776,19.1461,22.4703,20.6336,20.4148 15.557,22.741,16.2882,14.1432,23.2727,21.093,19.4509,19.5727 25.245,23.065,22.8435,22.4689,20.9061,21.0601,18.7661,20.1152 23.41,26.6005,12.6572,17.1863,19.4265,18.632,18.5674,19.6015 34.744,14.463,21.8938,23.532,19.7707,19.8258,20.4157,20.902 14.334,15.55,19.8665,15.128,16.9354,20.2152,19.5048,20.279 39.729,31.3405,16.4612,18.4814,19.0859,20.0031,18.3743,20.2813 11.723,20.2605,25.5183,20.3462,19.5628,20.504,21.2805,19.5249 27.028,22.0275,16.8738,23.6191,19.3561,21.0992,18.3205,19.8585 4.911,21.0645,18.5452,32.443,18.7813,17.8502,21.1754,19.747 15.856,10.037,26.0945,21.5868,20.8153,19.5357,18.3236,20.2748 17.781,29.7105,14.4868,18.4426,19.3432,18.2709,19.7472,19.6024 15.85,28.207,22.3175,28.9734,18.3378,19.0535,19.7333,20.6951 8.51,23.14,14.1167,23.3518,21.6597,22.1984,18.9646,19.6833 23.419,13.7015,11.0332,23.8901,19.6214,19.6472,18.9968,19.8964 8.573,30.424,12.2397,20.6305,19.6779,19.0639,20.2073,19.4422 18.13,24.805,18.4475,14.4648,16.9704,18.3434,21.9211,19.5974 18.426,30.1245,19.7087,17.6652,20.0295,17.0504,20.1101,20.549 16.487,13.256,15.896,17.0473,17.8732,17.7322,19.7606,19.9826 21.545,14.9545,14.1342,18.1984,18.118,20.5697,21.0688,19.3308 27.491,19.8215,20.0945,17.6483,18.083,18.8065,20.9383,20.0504 3.955,23.4915,22.7185,15.7737,17.1174,17.5225,20.4322,20.7048 10.958,15.451,17.4133,32.396,20.2821,17.4871,19.2333,20.7807 46.175,31.9485,15.958,20.331,18.6615,18.2631,22.8225,20.4686 10.657,13.074,26.9827,20.2989,24.6188,19.3454,19.8055,18.8946 15.647,21.0265,16.7175,12.3262,18.9081,20.4513,21.6817,20.1892 10.626,32.4085,20.3508,25.2957,17.5923,17.3004,18.6988,19.0422 9.34,56.7145,25.824,17.02,22.1845,22.5087,20.0806,20.1286 35.992,14.106,19.3788,25.1932,20.5778,22.4686,19.0207,19.5433 12.263,13.1295,25.5768,18.9984,21.3913,19.2823,19.6177,19.1696 12.101,19.9075,13.2065,15.1889,23.4187,19.0101,20.2397,19.7285 21.834,13.053,34.5465,21.8302,23.851,17.4736,17.8899,20.0117 24.622,15.2055,17.773,17.8552,17.1654,21.0422,20.5032,19.9103 29.291,15.595,20.379,24.8862,17.0668,18.1193,19.2545,21.4849 24.512,12.275,16.5583,16.213,18.0442,16.9554,19.6951,20.6064 28.384,18.53,16.6403,22.3216,18.3663,22.4341,19.7472,19.8136 26.126,14.164,19.23,20.4715,26.7289,18.4083,20.9197,19.751 21.802,18.6525,15.381,17.5384,17.0537,19.3114,19.8878,19.1774 23.527,25.54,41.3935,14.7374,17.1683,18.7929,20.8888,20.171 21.028,10.5995,23.4063,17.9848,21.0674,20.0658,22.6248,20.6115 10.821,25.11,23.9175,21.1875,17.3836,20.3181,22.8731,20.0759 43.979,28.774,19.123,22.2222,17.6773,18.818,19.5433,20.0115 15.748,14.217,11.901,17.6774,21.8829,17.6571,18.9591,19.6078 21.506,12.8915,20.7257,20.1997,19.4501,18.8917,21.6473,20.0008 18.077,26.903,16.385,17.0215,22.5157,20.8788,18.9755,20.2832 20.544,11.7325,13.592,21.3008,19.9732,21.8478,20.5889,19.6787 23.98,18.2695,20.2652,16.3537,18.3816,19.619,18.7719,20.3337 10.946,15.7595,25.1148,16.9361,19.1203,20.8423,20.1467,20.2318 15.973,23.309,24.0275,20.2633,18.4646,18.6838,20.1464,19.983 19.233,27.7755,23.5413,26.1717,24.52,18.2692,19.8128,20.0885 41.772,11.646,28.9103,22.1243,20.6189,22.2851,18.8216,20.0477 18.485,13.2325,17.8528,15.7301,23.8294,19.8443,19.0133,20.3226 13.232,21.6985,17.811,15.5863,22.8264,18.3119,20.1592,19.8959 15.632,17.892,23.273,21.8106,17.0332,19.9,18.8605,20.3573 45.271,18.713,24.6893,14.766,20.0488,20.6509,19.6883,19.9983 9.431,32.3505,13.557,17.7773,20.5473,18.7909,20.204,20.2885 10.631,12.266,19.2515,20.7928,18.5736,20.6123,18.6656,20.6079