% 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 REAL @attribute col_2 REAL @attribute col_3 REAL @attribute col_4 REAL @attribute col_5 REAL @attribute col_6 REAL @attribute col_7 REAL @attribute col_8 REAL @data 16.7540,21.7430,16.0140,19.5413,17.5730,20.0110,19.3907,19.2227 17.4190,15.2250,12.5705,25.0069,20.4635,18.7705,19.4249,19.7238 42.0630,15.7570,30.8815,16.1605,20.8111,19.0999,19.5469,20.5771 15.9070,24.8285,16.0473,15.4880,23.9404,19.7499,18.7775,20.2231 35.7870,20.1530,21.5765,21.0381,20.6379,20.7242,18.6020,20.4897 23.5800,31.1730,19.2852,18.3446,17.4540,18.3696,18.9293,19.3809 15.7290,20.9710,24.7207,26.6096,19.7570,18.3411,18.7784,20.7164 18.9090,22.1810,18.6430,20.0476,19.9982,19.2140,19.5977,19.5427 35.6220,21.5195,21.8673,21.2938,17.9566,17.4547,18.9879,19.6088 6.5260,29.1900,37.4768,14.1133,19.0004,19.7492,22.5516,19.2558 17.6870,16.0915,20.4135,20.6467,18.3155,18.4886,17.3822,20.0858 13.1580,10.3945,24.3233,15.5570,21.4618,19.3700,20.7998,19.3748 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30.7760,21.1940,23.1623,19.5560,20.0133,18.2819,19.7328,20.6053 7.6990,14.1660,17.8460,20.8915,18.4941,20.0969,20.2978,19.7103 14.5950,13.3120,18.4940,17.7811,20.9594,21.0606,19.5647,20.1162 18.1740,16.0920,15.0347,22.1683,19.9433,22.8517,20.1305,20.6113 12.3750,29.8415,22.0168,18.8154,20.5034,18.6739,21.1397,19.4825 17.2150,9.5060,14.3658,19.9656,18.9844,20.1862,18.0646,20.0660 27.7980,14.6480,18.2487,18.3450,20.0710,19.2108,17.6226,19.9889 20.8350,18.3740,9.7275,24.0929,22.5645,22.6270,20.0061,19.7774 14.0540,25.5605,23.2978,24.3430,19.3845,19.6714,21.5145,19.6063 18.4060,13.1645,24.8200,19.8196,19.0578,18.8743,21.0766,19.6571 20.4170,14.3345,14.4330,21.8567,21.4679,20.7759,19.2289,19.4030 26.0010,25.9980,27.6408,20.9662,18.6996,18.2614,20.1092,19.2997 18.5400,25.2380,17.8413,21.4334,20.3493,20.1162,20.8016,19.7226 31.5700,22.0675,12.3405,13.2285,24.1656,19.7614,18.6930,20.7767 18.8720,25.7160,21.3773,17.9668,18.9996,18.4577,18.6622,19.4098 14.5710,9.0005,21.0983,17.0037,19.1773,20.2554,20.2496,19.9989 13.8110,24.2560,17.1575,21.7492,20.8556,17.6198,20.7083,19.1738 21.1020,12.6355,18.9930,47.1488,21.1029,20.3624,18.7037,19.9501 27.5760,16.5770,15.0380,18.3369,20.5505,17.2821,17.3913,20.1228 7.9420,12.4810,20.9097,14.8260,25.9231,19.6197,19.6881,19.4230 26.9350,20.1810,23.2487,16.7387,19.6638,19.5487,17.5048,20.4168 26.0960,21.6670,13.7672,17.5886,21.3476,20.5536,18.8043,20.3391 74.1680,10.0025,13.7052,22.0627,17.5156,19.1002,18.8759,19.7708 17.6820,20.2430,15.3918,19.1203,20.8035,20.1312,22.4886,19.6470 18.9940,14.8420,11.2315,18.2330,22.4435,19.6908,19.1462,20.2483 22.2530,16.1615,16.9947,17.7997,18.2522,19.2090,19.2579,20.4032 32.6910,22.9160,16.9635,16.9762,18.6486,19.8405,17.5373,20.4828 14.9050,36.7805,13.3178,12.1400,20.5499,21.0876,20.4212,20.3676 29.0290,10.9290,21.6008,22.1270,17.9589,19.0784,19.0522,19.6508 31.1650,22.2300,21.1457,19.3390,19.2292,19.2305,20.1919,18.9669 27.9560,17.4685,39.8235,16.8548,18.0832,20.4664,18.2376,19.4920 13.9730,13.5080,25.5340,16.2173,19.6220,18.5527,19.8852,19.7068 13.5180,22.1605,20.1730,23.2990,17.8214,17.5056,20.7334,20.6905 25.6500,14.7605,21.8510,21.9902,19.3125,18.3238,19.7631,20.0256 12.0140,24.1395,31.9335,32.1776,16.1374,20.6922,20.2771,19.7452 14.2480,21.0620,10.7155,17.4128,20.4263,17.7385,19.0781,19.2050 26.7800,12.2945,20.1380,18.6729,21.1201,20.8977,20.2754,19.6946 9.4540,46.8095,11.9075,19.9076,19.0737,19.5867,19.7016,19.7847 14.5140,11.9890,21.1185,17.6013,17.5960,18.1959,19.3786,18.8118 19.0270,25.6860,25.9985,24.2887,24.5253,16.6159,19.9032,19.4883 21.6620,17.1920,22.6660,23.1309,25.0637,22.8025,19.6561,20.4067 19.9070,10.4745,16.5170,20.8279,20.6396,17.2051,20.3134,19.7793 16.0180,26.2770,14.5480,18.5812,18.4852,20.8616,19.5075,19.7320 14.4370,11.7620,17.2357,24.4079,18.8626,18.2975,18.4409,19.5007 12.9920,26.3470,18.8985,20.1546,19.0701,18.0164,19.6217,20.1435 20.7930,16.1405,15.5262,19.1588,21.3024,22.1866,19.3623,21.0835 18.4270,15.2840,15.3025,24.9217,18.6761,20.8301,20.6555,19.4605 11.7760,11.8830,24.7215,17.3563,19.7455,20.3745,20.1469,19.6487 12.0510,17.7240,19.7790,17.3534,23.7670,18.5393,18.8036,20.1800 17.9840,17.0860,19.6060,21.2877,21.4870,17.8923,19.2965,20.4670 51.9110,25.7505,17.7985,17.0638,18.0775,20.9017,19.6645,19.6898 14.7700,33.6325,29.2613,15.1368,21.2653,17.0705,21.3823,19.6403 16.4260,29.4070,21.0345,15.2528,19.8195,21.7725,17.5248,20.3470 18.7480,27.9445,23.6065,22.6590,17.9291,20.9954,19.1489,19.9319 19.2330,25.2340,18.8860,20.2274,21.1953,17.9199,20.0763,20.1731 27.0220,31.8150,20.9143,13.5016,20.3566,17.6684,19.5994,19.6441 14.7130,13.1970,18.7207,45.1660,19.7961,21.4819,20.5775,20.7220 34.7090,22.4710,18.3727,18.1686,16.7266,17.7282,19.0010,19.0936 17.2880,41.7780,18.9447,16.9983,21.2414,21.0577,20.7790,20.2039 25.8140,17.1565,15.4265,21.0443,18.9910,19.9653,18.9418,19.4895 21.7910,11.3960,17.0965,21.3852,19.7306,20.4383,19.5978,19.6521 41.9550,12.6600,20.7657,18.3303,19.7921,19.2120,20.1625,19.6562 21.6680,21.9750,15.7890,18.4492,18.4663,18.8285,20.9801,19.6854 16.7660,24.5420,23.5820,16.0798,18.4492,18.6095,19.5151,19.2208 16.0370,13.3320,18.0103,19.4955,20.6216,19.3110,19.6780,19.0317 3.9420,16.3920,12.0442,18.8733,19.8891,20.4197,19.2743,19.5357 14.4320,11.6225,13.8193,17.2203,20.9724,19.1877,19.7456,19.9552 7.8120,18.3185,14.8368,17.8795,14.2672,17.8198,18.6652,19.9267 24.7800,33.5310,28.2695,20.5036,19.0751,18.3431,19.8269,20.1705 11.2850,14.3400,10.4168,25.8784,21.6497,19.0860,20.4691,20.5567 17.6320,22.8625,23.3520,16.7849,17.1906,20.9409,19.7550,19.7935 28.8400,26.2595,22.3727,20.4166,17.3737,19.3218,19.4018,19.3461 4.5240,20.5760,13.1370,20.7582,19.4523,18.4797,20.4546,19.8085 23.1020,14.3735,32.3660,22.1200,19.7870,22.0894,21.5347,19.8099 20.4170,30.1235,26.4090,17.2722,20.5684,19.5986,20.2123,20.6521 16.9620,23.8385,17.8053,18.0154,18.5290,18.0107,19.6368,20.2713 24.8830,16.4920,18.1015,19.5020,19.4198,19.4594,23.2698,20.0664 38.7170,36.3155,23.4395,17.6921,21.6875,19.7983,20.0181,19.9487 11.8330,12.4410,23.0897,18.4291,20.9644,18.8405,17.7985,19.8191 114.719,22.4160,23.3253,20.0300,17.2359,20.6541,18.1284,20.0364 15.5560,78.4550,14.2445,26.5378,20.3254,19.6566,17.9296,20.2718 65.5000,15.6880,22.0055,18.6359,19.9369,18.3241,19.5622,20.2710 14.3010,24.3520,27.1698,11.8771,17.0447,18.9514,18.5145,20.3021 10.2920,25.6565,18.4070,29.1663,22.3370,18.1005,18.9338,18.7912 40.8340,25.6185,22.4865,27.5791,20.9738,18.6998,21.7545,18.8393 31.3980,11.3055,24.6065,15.3355,17.4442,21.6402,19.2175,19.8415 10.5810,20.5735,13.7210,17.4188,17.6635,18.2502,18.5790,20.4894 15.5790,17.1205,13.8785,27.4535,22.0174,21.3812,19.7260,19.7881 4.4250,34.2030,17.8298,19.6568,20.8564,22.4050,21.1319,20.3369 24.0940,12.2130,19.9178,17.6880,21.3188,20.5082,22.9340,20.7500 7.7590,21.3215,17.3290,23.3266,18.7242,17.5555,18.2633,20.0499 41.2280,14.3090,16.9232,19.3815,19.4326,22.5476,23.0255,19.9121 12.9920,26.9200,27.0183,19.8690,20.9950,17.1110,18.8134,19.3842 22.1810,21.6475,33.0913,23.3042,17.4660,19.2255,20.5588,20.3426 11.7970,7.0805,16.1788,23.6980,22.3539,19.7801,19.8300,20.5721 8.0710,15.6125,15.1700,19.4382,18.5789,20.9829,18.8056,19.3950 20.6380,22.1830,20.1578,20.9474,18.5506,19.1774,19.5116,20.1231 7.5850,9.4140,21.7995,15.7996,18.5547,18.7924,18.3512,19.3268 14.5610,15.4435,20.1765,22.2665,18.2214,22.5695,19.7119,20.9424 26.0080,18.2700,20.5700,21.6556,16.7898,23.3279,19.8299,20.2263 13.4030,18.1050,25.9113,20.2280,17.2564,18.5410,19.9426,20.0369 10.8940,17.4985,16.4913,18.8273,19.3912,19.5605,20.6602,19.5620 7.6820,25.1205,26.9895,21.1880,20.3079,26.3290,19.2753,19.8026 14.1730,40.8990,17.0645,22.2476,21.0764,20.9756,20.4755,18.9500 14.8190,20.5260,28.4415,20.7692,17.9771,19.5956,21.8826,20.6754 17.2000,17.3955,24.6358,15.3435,17.5000,22.2039,21.4897,19.3921 9.7800,15.6185,11.7102,23.5184,21.0369,20.0705,19.5141,20.0275 12.1590,17.5760,14.7602,16.1892,20.7586,20.5128,20.6370,20.2341 28.4990,15.4505,13.1952,20.1512,19.0920,19.5254,20.3132,19.5773 31.2260,14.2385,12.3782,18.6807,20.0815,19.5117,18.9950,19.4936 32.2750,11.4115,9.4442,18.6624,16.5506,23.3182,22.4780,19.0412 6.6620,12.6025,24.2082,26.5929,19.8412,19.9114,19.9632,20.2226 10.5740,14.7065,14.7230,19.7151,16.9650,18.2156,19.2978,20.1454 13.4190,17.0320,14.4110,15.4369,16.2667,18.4932,19.9740,19.2799 27.9520,21.8080,7.9120,17.6925,25.4542,18.7896,18.9624,19.7349 24.1280,18.4830,34.3830,17.2104,20.1508,20.4128,19.1683,19.3454 12.7530,15.6565,15.4555,17.7472,17.9227,18.9311,18.3635,19.9157 22.6650,18.6795,19.9462,24.9275,16.4874,22.6981,19.5533,20.9434 14.1870,13.7025,27.2308,16.4025,21.5622,19.3171,19.3111,19.5905 26.0010,18.7250,14.9590,15.0779,20.1610,20.9690,19.8026,18.9313 13.3820,22.3715,15.1325,18.3698,17.7714,20.5169,20.5694,18.4402 13.0860,20.0910,10.8215,16.9108,18.8236,20.1526,21.1604,20.3880 42.9290,18.5480,18.6780,23.0353,18.1033,18.4632,19.2955,20.5618 22.5870,17.7085,23.0627,25.5506,17.9294,18.7428,21.9420,19.4629 19.0790,13.7800,27.9835,19.2260,21.6730,16.2483,21.1045,20.1210 9.1510,20.4080,24.6925,18.6583,22.7002,19.8005,19.1706,19.5628 24.2750,21.0440,20.3610,14.3409,21.0336,18.9457,20.5930,19.1411 47.6190,17.1850,16.7375,15.9029,20.6266,16.6823,20.5501,19.4121 7.5660,18.7290,14.0055,24.3409,19.6911,21.2485,19.3103,20.3544 17.1010,25.2960,28.0063,15.9397,21.0579,18.9135,20.0767,20.8045 11.4060,22.9800,14.6578,17.9481,18.1781,16.6060,20.3612,19.9195 33.5710,28.1130,20.4005,22.9820,18.9006,19.5897,22.5394,20.2601 13.2130,8.6570,13.4882,20.5466,15.4321,17.4505,20.2099,19.9509 19.4720,25.4030,15.2950,20.3527,20.3526,19.5171,20.1693,19.5980 17.4580,28.5330,18.1265,21.6778,22.7279,20.4876,18.8001,19.4878 22.4630,34.0895,11.3238,14.2351,19.0755,21.3142,23.8642,19.8203 34.4160,9.9805,16.2495,23.3138,17.8782,21.2611,18.4173,19.4012 10.3630,20.4280,18.7343,16.6928,16.2629,22.2704,18.8443,19.8638 9.2010,21.6950,16.1165,21.9340,25.5742,19.5292,19.6907,19.4984 10.7520,20.6800,13.6628,14.8941,17.9708,20.9647,19.0705,19.8581 23.6020,17.4360,20.1505,18.1198,20.8250,19.9182,18.2568,20.1656 41.5570,15.5970,18.0213,15.8919,21.1658,16.3645,20.5987,19.6929 23.1020,28.9780,18.2420,19.1014,16.9254,17.9427,19.4419,20.0882 13.1430,10.9935,15.0455,19.0227,18.9143,18.3679,19.0995,19.2685 7.6600,15.5500,13.5025,14.3484,15.3529,18.5428,17.7687,20.2230 24.5500,11.6435,11.3698,15.5889,19.9838,19.4216,19.1479,19.0027 6.8370,12.9015,22.0993,20.1504,22.3438,19.9817,20.2619,20.0256 18.4060,24.7545,34.2735,16.4632,20.6201,19.9065,22.3363,19.0022 17.5630,20.2325,22.4195,14.7609,18.2729,19.1399,20.7103,20.2315 24.5010,33.7390,18.3490,26.3611,17.1836,17.5981,19.2560,19.2110 21.0430,15.1065,18.4155,19.2771,19.8652,20.1715,18.2744,19.9467 24.1160,12.7795,18.8055,42.5087,22.2502,17.8187,19.1290,19.4135 28.2850,8.1075,22.6255,22.6692,20.4281,19.2064,17.8293,20.3308 15.5770,14.8235,22.6255,19.7930,19.5024,20.0046,18.1536,19.8422 76.7870,19.9520,31.3433,18.4263,22.0497,18.6070,20.4987,19.7828 9.5940,12.7290,17.8468,19.3806,18.8270,17.8421,19.1864,20.1133 21.2490,18.0450,18.7727,18.2448,17.9377,19.0487,19.6424,19.7490 14.2800,17.7000,23.7613,20.3664,20.4862,22.9347,20.5057,20.3929 8.1510,14.6070,34.3040,17.1378,20.4724,20.7389,21.4288,19.7304 12.8040,14.4225,21.9422,40.7855,17.1846,18.1151,18.9982,19.9751 24.1150,24.3215,15.1800,16.1402,18.9936,19.8822,19.6870,19.8098 17.1610,41.0940,17.7680,18.2923,18.2253,18.8100,21.7329,19.5573 35.0880,14.1860,16.3815,17.8916,19.3996,19.3890,19.9383,20.1341 15.1210,25.5330,18.8953,20.7092,19.2223,20.0766,19.8157,19.2930 15.6220,9.6995,15.3055,14.4565,22.1011,23.2286,19.5866,19.5023 8.1660,42.8525,14.7890,24.1701,18.7383,17.3670,20.1205,19.8204 6.5440,15.7960,9.7085,20.0377,21.0339,18.5776,18.5106,19.7573 16.4350,50.4885,37.6733,15.7780,17.3416,20.5518,17.0337,20.1798 25.5900,14.8360,21.0390,24.1880,21.1352,19.3824,19.9780,19.7262 12.0610,16.8190,13.0630,15.4605,14.5044,20.8786,18.8013,19.8875 13.0390,67.0215,17.5495,23.6883,18.6041,21.7593,20.0639,19.5407 31.9440,17.3635,11.5142,20.3171,18.0820,20.5201,17.7815,20.1059 22.6550,11.5695,16.4415,17.0420,21.3840,17.1567,20.7934,19.4823 12.0030,28.5125,21.3843,17.7621,16.7881,18.9724,20.2069,20.4799 9.7490,22.1830,11.9060,25.4342,14.4914,18.7303,23.0893,19.7396 4.5240,33.8260,23.2278,22.9424,27.3904,16.5150,20.6520,20.5112 32.4160,23.8890,22.1713,20.9246,20.4218,19.8991,18.4488,19.6941 17.3640,24.6840,28.5887,16.5126,18.2218,20.1132,20.8106,19.3570 14.4810,29.5170,21.6698,16.3710,17.8133,20.5587,18.8495,20.2441 10.7520,19.9430,16.1123,22.7776,19.1461,22.4703,20.6336,20.4148 15.5570,22.7410,16.2882,14.1432,23.2727,21.0930,19.4509,19.5727 25.2450,23.0650,22.8435,22.4689,20.9061,21.0601,18.7661,20.1152 23.4100,26.6005,12.6572,17.1863,19.4265,18.6320,18.5674,19.6015 34.7440,14.4630,21.8938,23.5320,19.7707,19.8258,20.4157,20.9020 14.3340,15.5500,19.8665,15.1280,16.9354,20.2152,19.5048,20.2790 39.7290,31.3405,16.4612,18.4814,19.0859,20.0031,18.3743,20.2813 11.7230,20.2605,25.5183,20.3462,19.5628,20.5040,21.2805,19.5249 27.0280,22.0275,16.8738,23.6191,19.3561,21.0992,18.3205,19.8585 4.9110,21.0645,18.5452,32.4430,18.7813,17.8502,21.1754,19.7470 15.8560,10.0370,26.0945,21.5868,20.8153,19.5357,18.3236,20.2748 17.7810,29.7105,14.4868,18.4426,19.3432,18.2709,19.7472,19.6024 15.8500,28.2070,22.3175,28.9734,18.3378,19.0535,19.7333,20.6951 8.5100,23.1400,14.1167,23.3518,21.6597,22.1984,18.9646,19.6833 16.3150,8.2450,15.0608,17.8456,19.6484,18.3008,21.8265,20.4487 23.4190,13.7015,11.0332,23.8901,19.6214,19.6472,18.9968,19.8964 28.2050,9.2855,20.1175,24.4974,19.6917,21.7694,19.3015,20.3123 8.5730,30.4240,12.2397,20.6305,19.6779,19.0639,20.2073,19.4422 18.1300,24.8050,18.4475,14.4648,16.9704,18.3434,21.9211,19.5974 18.4260,30.1245,19.7087,17.6652,20.0295,17.0504,20.1101,20.5490 16.4870,13.2560,15.8960,17.0473,17.8732,17.7322,19.7606,19.9826 21.5450,14.9545,14.1342,18.1984,18.1180,20.5697,21.0688,19.3308 27.4910,19.8215,20.0945,17.6483,18.0830,18.8065,20.9383,20.0504 3.9550,23.4915,22.7185,15.7737,17.1174,17.5225,20.4322,20.7048 10.9580,15.4510,17.4133,32.3960,20.2821,17.4871,19.2333,20.7807 46.1750,31.9485,15.9580,20.3310,18.6615,18.2631,22.8225,20.4686 10.6570,13.0740,26.9827,20.2989,24.6188,19.3454,19.8055,18.8946 15.6470,21.0265,16.7175,12.3262,18.9081,20.4513,21.6817,20.1892 10.6260,32.4085,20.3508,25.2957,17.5923,17.3004,18.6988,19.0422 9.3400,56.7145,25.8240,17.0200,22.1845,22.5087,20.0806,20.1286 35.9920,14.1060,19.3788,25.1932,20.5778,22.4686,19.0207,19.5433 12.2630,13.1295,25.5768,18.9984,21.3913,19.2823,19.6177,19.1696 12.1010,19.9075,13.2065,15.1889,23.4187,19.0101,20.2397,19.7285 21.8340,13.0530,34.5465,21.8302,23.8510,17.4736,17.8899,20.0117 24.6220,15.2055,17.7730,17.8552,17.1654,21.0422,20.5032,19.9103 29.2910,15.5950,20.3790,24.8862,17.0668,18.1193,19.2545,21.4849 24.5120,12.2750,16.5583,16.2130,18.0442,16.9554,19.6951,20.6064 28.3840,18.5300,16.6403,22.3216,18.3663,22.4341,19.7472,19.8136 26.1260,14.1640,19.2300,20.4715,26.7289,18.4083,20.9197,19.7510 21.8020,18.6525,15.3810,17.5384,17.0537,19.3114,19.8878,19.1774 23.5270,25.5400,41.3935,14.7374,17.1683,18.7929,20.8888,20.1710 21.0280,10.5995,23.4063,17.9848,21.0674,20.0658,22.6248,20.6115 10.8210,25.1100,23.9175,21.1875,17.3836,20.3181,22.8731,20.0759 43.9790,28.7740,19.1230,22.2222,17.6773,18.8180,19.5433,20.0115 15.7480,14.2170,11.9010,17.6774,21.8829,17.6571,18.9591,19.6078 21.5060,12.8915,20.7257,20.1997,19.4501,18.8917,21.6473,20.0008 18.0770,26.9030,16.3850,17.0215,22.5157,20.8788,18.9755,20.2832 20.5440,11.7325,13.5920,21.3008,19.9732,21.8478,20.5889,19.6787 23.9800,18.2695,20.2652,16.3537,18.3816,19.6190,18.7719,20.3337 10.9460,15.7595,25.1148,16.9361,19.1203,20.8423,20.1467,20.2318 15.9730,23.3090,24.0275,20.2633,18.4646,18.6838,20.1464,19.9830 19.2330,27.7755,23.5413,26.1717,24.5200,18.2692,19.8128,20.0885 41.7720,11.6460,28.9103,22.1243,20.6189,22.2851,18.8216,20.0477 18.4850,13.2325,17.8528,15.7301,23.8294,19.8443,19.0133,20.3226 13.2320,21.6985,17.8110,15.5863,22.8264,18.3119,20.1592,19.8959 15.6320,17.8920,23.2730,21.8106,17.0332,19.9000,18.8605,20.3573 45.2710,18.7130,24.6893,14.7660,20.0488,20.6509,19.6883,19.9983 9.4310,32.3505,13.5570,17.7773,20.5473,18.7909,20.2040,20.2885 10.6310,12.2660,19.2515,20.7928,18.5736,20.6123,18.6656,20.6079