% 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: census4.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-census4 @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 34.653,60.6355,13.86,14.712,17.96,15.753,18.387,16.315 6.677,47.6745,14.183,15.071,19.424,17.2285,17.1905,16.89 13.872,11.9515,19.169,24.349,17.781,18.2385,16.203,17.389 14.125,27.842,26.438,12.752,14.542,18.358,17.074,17.326 42.508,15.485,14.8085,13.1935,14.411,15.3065,18.376,17.066 16.965,20.1515,21.7415,15.636,17.508,17.0955,16.583,17.398 28.651,11.2575,11.8375,15.6565,17.949,19.0215,17.1905,16.919 19.907,21.5985,22.2135,15.39,14.532,16.8,16.815,16.919 17.352,21.2885,18.326,18.104,15.618,15.7445,17.266,16.631 8.344,13.733,11.2455,15.703,15.437,16.6505,16.4315,16.829 37.077,14.5495,18.623,17.2245,18.252,16.983,18.632,17.161 17.439,16.893,18.6935,20.1975,18.113,17.856,15.801,17.157 13.357,12.1265,16.723,15.677,17.836,15.8265,16.995,17.129 7.243,23.416,18.1575,15.3935,18.485,15.6605,18.668,17.224 19.547,30.3795,14.266,14.879,21.738,19.016,17.295,16.418 31.849,14.8455,17.988,16.5815,17.691,15.941,16.444,17.304 18.421,16.4815,13.048,25.1825,15.856,14.618,15.575,16.438 16.079,26.554,22.561,14.245,15.511,16.7525,18.396,15.663 19.57,25.2305,16.6825,19.7615,18.548,14.4525,17.8035,16.462 16.327,12.0125,18.0235,18.555,22.061,17.439,16.849,17.25 17.738,17.475,19.1195,19.5455,20.792,18.5795,18.253,17.426 15.884,27.086,31.3015,22.288,23.617,19.607,17.5195,16.757 7.563,17.5675,11.785,16.407,16.506,17.2885,16.3435,16.952 9.696,11.4235,15.493,20.2465,15.581,19.5115,15.739,17.642 40.022,16.3555,20.6605,17.9335,15.194,21.1955,16.8485,17.044 28.568,43.122,27.788,15.2275,15.628,17.886,16.6115,17.129 14.054,27.694,10.4075,15.1785,14.059,17.2575,16.719,17.458 10.579,25.5225,13.461,15.6015,17.126,15.0135,15.518,17.644 8.355,20.5275,16.762,19.085,15.647,17.3275,18.3045,16.757 10.422,25.251,20.186,20.2155,22.238,18.8325,17.005,16.974 15.95,14.232,17.9415,16.507,15.628,17.448,17.646,16.753 26.359,19.6415,23.4435,12.1205,16.577,16.689,15.337,16.81 25.441,15.218,22.5995,14.6535,14.571,16.626,17.41,17.169 10.853,23.997,21.7635,15.686,15.464,17.2835,17.859,17.419 12.263,18.6985,13.2615,13.6735,16.708,17.1655,17.792,16.89 15.691,21.626,19.2465,16.9275,14.158,16.7505,17.453,17.636 23.983,20.7365,26.6115,13.064,20.47,17.3105,15.8275,17.163 8.4,44.021,10.3265,16.384,14.561,20.61,19.3945,16.955 17.458,25.876,27.9765,23.2975,23.805,16.7225,16.551,15.864 11.688,13.187,14.8125,17.747,16.371,18.512,18.2855,16.843 7.851,14.691,20.7635,26.6505,18.427,15.5875,18.1535,16.965 16.673,18.6915,32.7575,18.9895,14.17,18.7805,17.375,17.172 9.47,16.4235,22.983,23.66,18.587,17.531,17.4955,17.129 9.851,11.731,16.292,14.505,18.578,17.7685,16.478,16.085 11.517,20.6005,18.033,11.6415,19.109,16.6745,15.4995,17.365 23.959,22.4575,11.6815,15.0355,18.984,16.796,18.0635,16.753 17.439,17.303,13.281,13.1945,16.836,19.5155,15.547,17.329 15.643,25.468,19.12,10.8425,17.001,15.3305,14.4345,17.315 22.474,18.3865,17.7645,16.5655,19.143,16.8055,15.7925,17.073 18.949,17.118,18.359,16.732,16.892,15.5435,19.652,17.085 42.026,10.7195,15.5555,19.1935,17.157,13.9205,17.5115,16.935 39.651,27.413,17.3715,16.561,16.892,16.6505,18.22,17.547 40.634,21.654,15.345,22.9685,14.476,17.465,19.543,16.365 11.568,34.2455,17.2955,14.1575,15.781,19.177,15.4995,17.157 16.815,26.8135,25.857,23.8965,17.365,15.824,15.762,16.72 20.537,24.6705,24.116,16.169,16.677,18.7405,14.8275,17.352 28.903,17.9965,13.911,14.8585,16.112,16.8595,15.1435,17.048 34.418,11.143,13.906,14.8505,14.124,16.545,16.249,17.869 25.937,22.911,18.911,14.207,21.228,16.453,16.56,16.313 18.244,14.635,20.724,15.406,17.058,19.76,18.0185,16.89 5.9,29.274,18.2875,19.78,14.042,17.3275,18.2505,16.418 22.651,23.0165,10.8585,14.978,20.819,17.811,16.036,17.359 11.634,17.229,23.131,19.5175,16.888,20.1225,18.8865,17.067 0.518,17.9315,17.4655,15.352,14.369,16.6175,16.3465,16.829 28.481,17.581,18.1905,26.9925,18.448,19.7545,18.3275,17.209 58.364,29.836,21.3395,15.9635,18.077,15.2475,16.362,18.019 12.86,16.9375,25.3975,22.528,15.098,17.074,15.894,17.362 23.493,22.136,16.575,19.3335,14.444,15.803,16.536,17.128 29.486,33.284,24.648,23.265,16.577,15.998,17.134,17.658 16.739,23.922,13.03,15.9105,16.49,15.483,16.501,17.001 34.229,26.538,18.0445,15.058,21.352,16.858,17.2605,16.903 44.963,13.5665,17.5025,19.806,18.715,14.957,15.7215,16.27 22.891,18.419,16.0855,16.948,18.949,17.1345,18.115,17.349 12.855,19.3485,11.905,22.6175,15.551,15.013,17.6875,16.619 13.901,18.3775,11.068,19.6585,14.481,17.503,17.019,17.227 31.314,19.84,14.526,14.686,17.528,15.163,15.4155,16.415 21.637,25.7325,15.857,14.418,16.678,16.013,17.732,16.631 13.684,14.9105,11.7925,16.634,16.872,18.9835,16.0405,16.066 16.315,27.8355,14.2725,20.267,16.739,16.163,15.2345,17.458 6.934,24.704,22.0565,13.735,15.029,17.822,18.133,17.367 13.589,13.6065,24.024,14.0465,16.665,18.6925,17.3615,16.577 28.748,17.238,19.9785,18.3205,14.929,17.9595,16.2175,16.919 18.909,27.2735,25.7025,10.4005,17.653,14.5185,16.896,16.89 14.304,30.732,18.9755,20.5415,15.631,14.834,16.324,16.807 9.494,12.8695,16.8625,26.9945,16.863,19.2135,17.2425,16.815 6.243,10.5405,14.2995,15.061,13.349,16.7445,18.2395,16.81 17.193,20.979,16.509,20.765,15.94,18.9,18.4615,16.703 28.622,23.3815,23.7265,19.5045,20.638,16.0145,15.211,16.827 12.171,30.0875,17.5015,17.2385,16.049,17.9785,17.5725,17.25 18.536,19.472,21.4075,12.4345,15.233,16.559,17.459,17.398 16.866,22.244,12.982,17.9325,18.268,17.928,17.4635,16.746 29.135,10.3495,13.814,19.046,15.905,14.467,18.506,16.158 20.606,24.2805,18.5805,16.116,14.139,17.0225,17.7015,15.961 10.824,11.1945,16.369,14.365,21.091,15.6455,16.892,17.186 21.457,30.1725,24.297,19.3755,16.991,18.1875,16.171,16.494 27.281,11.701,12.4725,19.6535,14.413,17.0895,16.93,17.359 22.625,15.187,21.475,14.952,18.073,16.872,18.2995,16.753 89.585,36.9805,13.232,16.697,16.618,16.147,17.8885,17.347 20.554,13.582,17.0905,19.035,16.462,19.9635,18.2225,16.744 8.843,23.9615,29.2645,19.3165,18.261,15.2555,16.94,16.59 22.536,27.7835,15.6035,13.56,15.405,15.061,17.3655,17.048 13.518,23.0565,21.266,13.1485,16.663,14.2605,17.7935,16.968 14.548,14.385,25.043,20.1135,18.353,17.441,17.3795,17.106 29.363,30.319,15.798,15.929,16.862,18.145,19.333,17.889 8.473,46.6125,17.9225,15.463,14.877,15.1595,16.7385,16.163 23.264,14.6175,16.062,14.198,22.257,16.5015,16.2585,17.106 22.718,10.488,18.246,23.769,18.113,17.8735,16.87,17.366 25.713,17.1845,26.2885,16.566,20.021,18.4295,17.33,17.163 21.102,34.131,17.2165,13.81,18.268,13.855,17.913,17.001 11.606,13.5335,17.3455,20.3865,18.203,18.377,18.013,17.75 26.229,15.2265,19.2035,21.307,18.437,15.7145,17.8285,17.288 34.027,16.2175,15.18,18.8315,17.215,18.545,16.6465,16.663 8.766,27.0995,19.554,17.046,17.215,15.8655,15.809,17.215 12.414,21.726,15.375,21.418,14.074,17.978,17.382,16.843 14.217,15.762,15.6705,14.58,17.984,15.357,17.166,17.227 34.958,19.1465,20.683,22.5705,15.681,16.0675,15.587,17.125 15.421,14.478,14.474,15.3095,19.847,18.6205,14.5955,16.572 17.929,25.8315,17.01,15.6845,11.651,17.5555,15.7925,17.2 31.981,25.3215,33.645,21.518,17.905,15.489,16.5655,16.703 14.401,16.4925,14.317,14.761,18.293,15.9705,17.488,17.367 18.371,12.0475,27.0575,17.7215,17.288,17.177,16.3945,16.955 19.954,16.044,10.4065,17.3615,17.588,17.2675,19.1705,17.044 15.126,11.4295,10.94,18.182,18.362,17.177,16.789,17.455 17.699,14.576,19.5135,19.5455,14.944,15.296,18.2115,17.699 16.754,33.598,24.71,19.9655,18.923,14.72,16.3845,16.829 35.851,25.493,16.438,18.021,16.843,18.436,14.2025,17.355 15.407,11.9255,19.1985,17.423,17.355,14.146,15.605,18.328 9.64,20.3225,17.4945,18.614,21.262,17.0765,15.5235,18.074 11.369,12.4695,23.3835,14.064,21.262,16.237,17.166,16.952 12.825,15.5055,14.572,15.667,18.536,15.071,17.771,17.205 21.759,29.443,15.812,17.348,12.837,16.2455,17.7555,16.507 18.832,17.9835,19.7155,17.026,14.617,19.7185,15.705,17.466 13.623,35.5225,19.531,16.642,16.207,16.246,17.313,16.913 23.451,47.037,18.9645,18.622,21.676,21.199,15.5085,17.326 9.753,14.9195,25.7905,17.0175,17.602,16.991,15.9595,17.438 8.55,17.1965,13.179,18.215,16.794,16.1045,17.6135,16.414 35.667,13.2405,11.2955,28.467,17.842,18.109,15.403,17.659 27.848,13.0435,14.9395,20.8455,16.48,21.1105,17.2045,16.924 6.265,22.9745,21.4635,19.721,15.702,15.9785,18.5975,17.528 3.723,14.097,27.502,22.838,19.339,16.4355,15.3605,16.955 11.517,21.178,18.137,16.328,14.599,16.329,17.8565,17.168 17.738,22.82,13.398,16.5495,16.542,18.5695,16.2155,18.174 31.966,35.0635,13.704,20.8965,14.548,15.16,15.624,16.908 22.826,25.4695,13.053,15.883,16.952,16.595,17.029,17.315 12.556,23.133,14.7025,15.244,23.762,18.2425,16.8535,16.744 15.618,22.433,12.668,16.2075,14.141,15.715,18.133,16.909 10.55,15.401,12.6855,18.4045,16.099,17.024,18.7805,16.908 28.088,14.642,23.4735,28.545,15.957,18.9935,18.041,16.942 28.318,40.4365,15.9055,22.9775,21.432,17.0195,15.69,17.528 10.983,13.677,18.9575,16.9815,15.54,16.6395,18.3835,16.536 9.294,20.501,18.975,18.1775,22.061,18.6715,17.295,17.089 29.571,24.536,12.756,12.512,19.105,15.2305,16.0225,17.366 25.557,17.986,17.9155,17.321,13.748,17.7335,17.8685,16.761 16.845,12.4415,21.1405,17.0425,13.889,17.496,17.003,16.744 19.301,24.3625,17.705,18.4755,16.315,14.468,15.9555,16.888 11.616,12.4935,19.109,22.7915,19.141,17.353,15.492,16.718 21.88,23.409,22.939,17.0895,19.024,19.964,16.5465,16.862 23.861,17.659,34.8795,11.7895,13.382,17.663,15.8035,16.099 14.301,33.6515,13.49,17.819,16.761,17.751,16.256,17.744 32.34,19.7955,20.2725,16.875,18.438,23.4135,17.4005,16.955 43.646,18.7325,17.3695,11.39,14.251,14.6595,17.7105,17.089 21.337,21.3345,30.782,20.891,18.113,18.225,16.432,15.957 34.71,20.37,20.126,16.4895,14.173,15.7505,17.438,17.168 5.058,30.947,30.924,14.3915,17.419,22.177,18.731,17.398 44.127,28.0205,18.4565,13.521,19.424,17.5325,18.133,16.675 26.56,17.533,15.8965,17.7825,16.804,15.704,15.9435,17.543 8.789,12.7195,21.1195,17.0865,13.926,17.786,17.536,17.157 9.234,32.4395,17.465,22.9885,17.602,17.6735,16.389,16.697 32.105,16.1085,13.398,15.2705,23.592,18.6325,15.583,16.668 13.893,16.5245,24.6875,15.5825,17.735,17.6625,18.441,17.692 33.555,26.294,11.537,17.664,17.364,16.0765,16.453,17.679 24.139,27.121,19.8895,22.575,15.829,15.518,16.052,17.161 10.643,18.061,19.851,20.915,17.781,16.044,16.393,17.636 45.68,19.722,19.2775,14.579,15.683,16.6085,18.0795,17.349 12.003,13.149,30.005,17.198,16.89,15.606,15.943,16.411 30.725,19.754,10.9725,25.4395,20.951,17.778,17.633,16.753 42.026,16.076,21.495,19.6735,17.383,15.1025,17.0065,17.224 17.666,26.422,20.504,17.627,17.236,14.4395,18.2075,17.315 24.42,28.3195,14.1325,16.313,17.157,19.078,16.6245,16.863 15.556,12.496,16.9105,17.3205,14.082,16.1785,16.9675,16.477 13.984,15.01,18.272,16.48,20.655,18.7765,19.448,16.89 20.417,18.0845,18.5205,15.939,19.39,13.6115,17.472,16.425 17.712,25.0765,16.286,25.0785,15.85,16.67,18.067,16.035 36.482,27.011,17.581,18.469,20.021,17.4505,17.9145,16.718 60.084,11.43,16.819,14.3855,18.625,17.472,17.801,17.563 23.861,16.256,18.5395,23.0005,22.718,16.7375,16.549,16.804 8.238,12.943,22.0305,21.1065,21.189,22.254,18.1255,17.429 9.899,18.878,13.484,19.8145,14.226,16.434,17.781,16.907 25.152,20.037,19.3005,14.257,15.62,15.522,15.654,17.236 36.195,33.7445,17.5175,22.31,18.572,14.1575,17.437,17.398 34.709,18.555,14.7685,21.406,17.128,17.36,15.647,16.469 12.245,12.3075,16.1005,19.6505,17.664,16.2875,17.5355,16.572 12.289,19.9565,19.9055,23.107,15.702,18.718,17.51,17.186 9.308,28.0485,10.283,18.1565,17.572,15.508,17.3265,17.528 19.813,26.397,18.415,19.8615,17.831,19.449,17.7885,17.016 12.419,20.2935,13.5645,18.637,18.413,17.807,15.6105,16.49 27.664,12.61,21.7755,14.1365,17.836,15.634,17.349,17.413 26.275,32.907,14.396,23.658,16.411,23.5695,17.765,17.2 6.308,18.6745,17.9655,20.808,17.089,14.041,15.107,16.896 12.324,27.1695,10.74,13.536,14.429,16.4085,16.8115,16.663 28.358,22.9425,15.0465,14.344,18.115,14.7175,16.6925,17.383 21.153,31.52,22.817,15.235,16.579,17.615,14.872,16.952 4.597,35.0415,20.052,21.9435,14.248,14.8485,18.087,17.167 63.797,13.0645,12.1165,15.1675,15.618,16.0975,17.0,17.215 31.519,25.079,15.969,19.7565,19.306,15.612,19.326,16.532 21.622,14.633,17.342,17.3415,16.845,17.1095,17.886,16.909 14.169,58.7185,18.2115,15.1415,14.87,18.886,16.331,16.404 23.218,16.431,18.562,14.302,13.298,16.8645,15.618,16.668 7.696,26.0885,11.53,17.842,15.533,18.356,19.35,16.406 11.35,16.5855,13.4555,16.3825,15.551,15.6895,15.7075,16.72 21.668,23.1845,23.593,19.7795,18.948,16.818,16.862,17.662 23.782,20.7065,14.2755,12.8135,16.579,19.0955,16.4935,17.949 7.281,22.83,20.64,19.3355,15.788,17.5215,15.7415,16.406 15.211,17.5305,24.616,24.212,13.544,16.3075,15.8225,16.665 8.8,25.0245,12.902,16.96,17.687,15.6255,17.0585,16.579 6.595,27.733,19.6675,16.588,16.618,22.113,17.0895,16.956 12.289,16.1355,14.7375,23.2655,17.9,16.425,16.4945,17.566 23.656,12.551,21.1955,16.118,17.355,17.397,17.8005,17.528 16.487,16.8195,10.2145,22.885,15.464,18.4785,18.3985,17.016 9.118,25.8155,16.5565,15.2565,15.952,16.863,15.3085,17.355 11.547,20.491,17.933,17.405,14.444,16.715,16.8975,17.426 26.257,11.628,17.145,16.2195,18.288,15.9715,17.356,17.26 9.578,20.0035,25.645,14.747,15.551,16.8775,18.0645,16.989 12.189,17.485,14.318,14.912,15.927,18.3505,16.1055,17.618 15.035,18.3475,20.1365,14.6565,17.455,15.907,16.9785,15.973 6.167,19.9675,15.51,17.494,15.8,19.3215,15.864,15.889 17.905,25.414,15.0315,16.8265,14.579,18.641,16.843,17.05 14.532,18.752,13.3795,18.4115,20.437,17.8685,15.379,17.547 9.288,16.475,24.7485,18.594,15.455,16.866,16.3905,16.619 24.735,18.229,15.102,19.6135,18.926,21.4795,16.2015,17.466 21.074,13.7705,25.5315,18.611,15.924,16.2795,16.105,17.438 7.754,28.1455,31.1405,21.358,17.288,15.768,18.153,16.663 22.557,25.1415,34.618,21.135,15.85,18.42,17.5765,16.708 12.849,12.694,19.073,11.9355,13.109,18.9815,15.7375,16.908 6.837,54.3225,29.019,27.5635,23.671,15.5055,15.1,17.197 28.696,15.9325,18.466,24.408,15.905,18.8,17.9975,16.753 17.947,19.3945,23.359,22.7595,14.948,15.421,17.6115,17.129 21.728,11.5705,16.1505,16.459,16.697,18.094,18.1665,17.126 22.99,26.4175,21.5385,13.721,18.244,19.195,17.358,17.25 14.161,29.1285,19.327,15.903,16.746,16.0415,18.9015,17.424 14.455,15.2305,16.081,23.9,19.698,16.581,16.8855,16.548 12.021,13.058,17.845,15.7425,18.249,18.9215,18.1695,16.48 15.887,14.7065,17.9805,20.7155,16.371,16.8055,17.47,16.579 12.045,12.654,12.621,19.0305,16.605,17.2045,17.18,16.943 4.668,19.4965,19.0445,22.728,18.213,17.778,18.7795,16.935 20.13,22.1185,17.8055,14.6455,17.561,17.905,17.8745,16.018 14.858,17.316,15.9425,26.545,15.905,16.457,16.665,16.419 44.664,17.8055,11.075,17.1365,16.525,16.347,17.8805,17.674 14.243,27.964,17.2585,15.657,20.212,13.7865,17.0085,17.167 22.551,26.7565,27.6225,11.6755,16.477,20.1245,19.005,16.417 26.766,25.2375,20.0265,14.3215,20.883,18.6245,16.7145,16.531 21.205,21.2625,20.061,14.45,18.293,19.3735,17.1705,17.172 12.886,14.834,21.4885,17.26,20.011,16.953,15.3995,17.016 22.181,14.516,18.702,21.3505,14.189,17.6435,17.484,16.425 9.251,28.462,18.076,17.4405,18.295,18.2845,17.605,15.934 33.568,16.109,15.0375,13.738,14.346,16.0355,17.78,16.421 0.292,24.5375,16.8865,17.88,17.911,16.943,20.0675,16.989 52.299,17.915,15.079,21.229,18.065,16.4785,18.098,16.181 5.352,24.4685,15.16,16.359,17.904,19.1435,16.579,17.044 24.637,16.529,18.65,16.468,21.693,14.9525,16.2435,16.536 19.511,45.0325,13.586,19.6615,15.411,17.9385,16.886,16.48 17.566,19.621,19.2355,14.924,15.934,19.9505,15.993,17.066 42.126,13.079,20.68,14.19,15.195,18.411,15.7115,17.508 26.143,23.2865,24.381,14.057,16.561,16.2045,15.439,16.965 11.438,24.431,16.6945,15.494,21.55,20.048,16.2435,16.943 21.067,18.2835,15.7125,18.065,14.297,15.7625,17.617,17.126 15.586,13.0745,16.917,18.358,15.729,14.9445,15.8535,16.073 11.41,19.281,10.8715,20.119,16.48,18.687,17.6865,16.7 23.299,13.965,26.0615,18.352,22.253,17.182,16.629,16.417 15.673,21.1765,28.743,18.2955,13.369,15.5945,16.215,16.488 11.873,14.6365,17.978,26.792,15.775,18.135,16.2835,16.746 18.268,15.3735,22.7635,18.9985,17.547,16.6045,16.905,16.364 6.049,21.417,21.396,16.1325,18.149,17.4155,18.1775,16.892 28.388,15.5115,14.3915,22.496,17.849,15.9615,16.5155,17.066 26.354,22.9515,25.301,13.8935,18.344,17.3565,16.6245,16.974 17.317,11.653,20.697,20.384,18.587,18.1065,17.7785,17.355 10.195,35.817,22.198,18.4695,16.896,16.9585,19.217,17.073 11.922,31.7355,23.1285,17.4815,18.431,17.4255,14.651,16.804 14.644,13.699,26.923,14.733,14.271,14.746,17.4915,16.406 1.658,13.3535,15.2235,16.194,14.443,18.8875,17.3085,16.804 15.82,10.527,12.7795,16.071,17.904,16.829,17.7105,16.456 15.632,13.8465,26.585,26.86,18.295,16.628,15.4605,16.862 32.101,15.6875,12.8885,14.6935,18.945,13.909,17.858,17.433 36.434,18.4265,18.091,15.2085,15.867,15.9945,17.3215,17.352 12.174,20.955,15.1185,13.5025,13.267,17.204,18.2185,17.048 11.93,14.9865,16.3975,16.397,15.048,16.668,15.7825,17.114 16.746,24.13,20.2895,19.706,20.655,15.8275,16.319,17.505 18.104,29.487,18.777,17.724,17.547,19.026,17.3655,16.804 12.476,23.9835,19.6925,18.552,16.697,18.4775,16.4475,16.843 21.063,43.132,12.2735,17.4915,17.326,17.7705,17.458,16.378 7.672,16.522,19.9795,14.6985,18.493,21.176,17.416,17.367 17.048,22.8165,12.886,18.1575,15.551,16.63,16.295,17.349 5.778,20.3505,15.677,16.3305,14.558,15.538,15.6805,16.587 8.508,21.274,15.179,14.152,13.402,16.5355,15.544,16.185 14.098,14.061,22.5635,14.897,19.22,17.1965,15.671,16.024 12.741,31.9755,19.91,19.3535,18.949,17.02,15.319,16.753 15.789,14.141,18.2255,27.1085,14.962,18.274,16.0035,17.215 13.564,20.8215,19.9265,17.9475,17.193,19.2015,16.962,17.236 22.557,26.35,17.1895,15.4535,14.431,17.7815,15.1675,17.426 28.512,15.487,18.631,16.124,16.417,18.0945,16.5885,16.943 17.129,20.003,16.4855,19.5405,16.073,16.5835,16.1705,16.913 23.589,11.113,15.0685,15.5535,18.949,18.275,17.9425,17.128 13.035,19.094,11.5645,16.3925,18.449,17.171,20.3285,17.161 7.919,28.058,14.0315,13.912,18.238,18.97,17.6845,16.835 12.875,25.339,16.189,14.23,14.351,16.7505,16.898,17.507 19.307,18.606,17.8915,16.9435,17.157,16.168,16.358,16.7 13.531,15.874,20.6285,15.207,18.587,14.874,15.84,16.526 23.299,16.032,19.812,14.384,14.243,16.729,15.6875,16.804 9.041,27.534,13.693,14.9275,17.398,17.893,16.0815,16.631 22.386,13.408,17.6795,19.536,19.305,18.3495,16.8095,16.989 13.2,15.62,14.9835,14.216,20.606,20.2975,15.5785,16.494 28.84,14.2175,12.968,17.2205,14.56,15.3465,15.461,17.554 45.955,14.227,14.194,16.9025,18.077,15.075,17.9975,17.536 16.507,15.602,33.31,16.895,15.965,17.436,19.54,16.991 18.029,23.2145,28.7245,16.1935,17.693,20.44,16.0855,16.456 9.984,26.4185,25.495,16.6965,15.572,18.392,16.899,17.329 23.888,16.776,20.3755,21.215,12.822,15.637,16.387,16.049 19.698,17.136,22.289,13.0135,15.569,16.962,15.7605,16.631 22.895,17.6815,24.1065,14.7,14.974,17.4365,17.5535,17.286 16.371,24.8315,14.7695,12.7675,18.46,16.454,17.331,16.829 14.351,24.729,14.355,15.939,13.735,18.07,15.767,16.462 12.471,30.6675,28.184,25.0315,14.825,18.938,18.577,17.554 38.376,31.182,25.0615,16.2605,18.255,18.719,16.2155,17.289 10.864,26.9745,17.774,23.4835,15.63,17.2165,18.4435,17.677 27.23,18.9075,11.6115,20.902,17.247,18.2355,18.387,16.747 13.863,24.1945,16.1625,13.2465,17.044,18.5895,15.894,16.561 19.581,14.949,18.403,21.204,13.998,16.2065,15.8135,17.998 8.851,19.847,24.8325,24.09,18.073,16.74,17.3415,17.347 21.72,11.884,28.042,17.2065,15.593,16.214,17.4195,16.211 20.401,22.935,10.889,21.181,17.691,16.503,17.136,17.355 21.695,12.2025,18.595,13.807,16.89,17.1265,16.9405,18.019 10.573,24.722,23.9405,15.98,15.551,18.43,17.3265,17.734 31.771,11.596,14.1425,15.928,16.315,18.701,15.729,17.692 20.341,23.572,20.0835,21.349,19.457,17.1,17.702,16.697 18.434,23.3455,20.0305,18.3285,16.866,20.8875,15.5285,17.161 24.879,20.021,26.932,17.788,15.286,14.572,18.287,16.586 18.179,16.984,26.316,14.0295,16.163,15.175,15.7155,16.531 42.702,29.837,20.389,24.8795,15.62,16.838,15.0295,16.477 23.451,15.218,17.0095,14.6375,18.872,16.5845,16.8625,16.494 7.606,11.089,11.153,16.7545,15.628,18.0375,16.446,17.349 5.599,14.496,20.032,12.343,15.608,15.717,15.7335,17.364 13.389,19.94,13.31,18.9105,14.408,15.9885,17.917,16.494 21.655,20.91,15.038,24.7295,17.826,16.9115,16.6345,17.536 15.775,13.708,10.496,15.908,17.288,17.2055,15.8475,17.666 6.824,12.6285,30.233,16.2105,17.734,15.2175,18.3485,16.332 8.873,21.412,19.39,18.5985,13.985,17.05,18.012,16.668 31.552,18.251,18.425,14.597,17.679,15.0805,18.0845,16.903 7.866,17.341,16.612,26.942,15.569,17.196,17.495,16.827 30.262,17.2965,15.2275,13.651,18.052,15.5575,15.621,17.692 26.126,19.5455,17.566,17.367,16.181,16.8175,17.2045,16.89 13.773,12.326,15.5295,15.648,17.742,14.407,17.785,17.642 12.328,11.5955,14.9105,19.6805,18.451,17.6845,17.1565,16.454 35.713,24.5285,15.541,22.5,15.216,18.7035,16.468,16.866 23.451,98.5445,11.4755,16.385,17.868,17.047,17.57,17.235 21.803,14.097,12.635,23.018,15.467,17.558,16.823,16.952 15.944,25.9255,13.554,17.3635,17.666,19.214,17.3105,16.908 21.495,17.387,25.536,20.375,15.727,14.4265,16.4525,17.157 33.178,12.844,18.8115,13.3085,15.54,19.589,16.9735,17.128 19.304,22.2515,17.534,16.941,20.793,16.1195,17.592,17.075 38.376,27.683,18.204,16.0965,17.873,14.2125,16.0785,16.641 17.926,16.9655,23.7775,17.22,17.566,18.1495,17.8545,16.956 16.896,27.098,13.186,17.136,17.168,15.328,17.6295,17.058 27.958,23.2305,11.1435,26.9685,15.104,17.1425,16.96,17.317 26.142,23.31,16.014,14.3545,17.048,19.306,17.172,16.836 10.062,18.6475,13.3465,17.186,15.446,15.852,17.1875,17.876 7.678,16.424,15.84,17.16,20.295,16.968,17.3915,16.907