Control 01 - Anthonny Chafloque
2024-12-17
Analisis Descriptivo de la Calidad del Vino
A continuacion se realiza el analisis descriptivo de la base de datos obtenida a traves del siguiente link: https://www.kaggle.com/datasets/yasserh/wine-quality-dataset
#Importar la base de datos de toyota corolla y realizar un resumen de la data
BD <- read.csv("/cloud/project/winequality-red (1).csv")
BD## fixed.acidity volatile.acidity citric.acid residual.sugar chlorides
## 1 7.4 0.700 0.00 1.90 0.076
## 2 7.8 0.880 0.00 2.60 0.098
## 3 7.8 0.760 0.04 2.30 0.092
## 4 11.2 0.280 0.56 1.90 0.075
## 5 7.4 0.700 0.00 1.90 0.076
## 6 7.4 0.660 0.00 1.80 0.075
## 7 7.9 0.600 0.06 1.60 0.069
## 8 7.3 0.650 0.00 1.20 0.065
## 9 7.8 0.580 0.02 2.00 0.073
## 10 7.5 0.500 0.36 6.10 0.071
## 11 6.7 0.580 0.08 1.80 0.097
## 12 7.5 0.500 0.36 6.10 0.071
## 13 5.6 0.615 0.00 1.60 0.089
## 14 7.8 0.610 0.29 1.60 0.114
## 15 8.9 0.620 0.18 3.80 0.176
## 16 8.9 0.620 0.19 3.90 0.170
## 17 8.5 0.280 0.56 1.80 0.092
## 18 8.1 0.560 0.28 1.70 0.368
## 19 7.4 0.590 0.08 4.40 0.086
## 20 7.9 0.320 0.51 1.80 0.341
## 21 8.9 0.220 0.48 1.80 0.077
## 22 7.6 0.390 0.31 2.30 0.082
## 23 7.9 0.430 0.21 1.60 0.106
## 24 8.5 0.490 0.11 2.30 0.084
## 25 6.9 0.400 0.14 2.40 0.085
## 26 6.3 0.390 0.16 1.40 0.080
## 27 7.6 0.410 0.24 1.80 0.080
## 28 7.9 0.430 0.21 1.60 0.106
## 29 7.1 0.710 0.00 1.90 0.080
## 30 7.8 0.645 0.00 2.00 0.082
## 31 6.7 0.675 0.07 2.40 0.089
## 32 6.9 0.685 0.00 2.50 0.105
## 33 8.3 0.655 0.12 2.30 0.083
## 34 6.9 0.605 0.12 10.70 0.073
## 35 5.2 0.320 0.25 1.80 0.103
## 36 7.8 0.645 0.00 5.50 0.086
## 37 7.8 0.600 0.14 2.40 0.086
## 38 8.1 0.380 0.28 2.10 0.066
## 39 5.7 1.130 0.09 1.50 0.172
## 40 7.3 0.450 0.36 5.90 0.074
## 41 7.3 0.450 0.36 5.90 0.074
## 42 8.8 0.610 0.30 2.80 0.088
## 43 7.5 0.490 0.20 2.60 0.332
## 44 8.1 0.660 0.22 2.20 0.069
## 45 6.8 0.670 0.02 1.80 0.050
## 46 4.6 0.520 0.15 2.10 0.054
## 47 7.7 0.935 0.43 2.20 0.114
## 48 8.7 0.290 0.52 1.60 0.113
## 49 6.4 0.400 0.23 1.60 0.066
## 50 5.6 0.310 0.37 1.40 0.074
## 51 8.8 0.660 0.26 1.70 0.074
## 52 6.6 0.520 0.04 2.20 0.069
## 53 6.6 0.500 0.04 2.10 0.068
## 54 8.6 0.380 0.36 3.00 0.081
## 55 7.6 0.510 0.15 2.80 0.110
## 56 7.7 0.620 0.04 3.80 0.084
## 57 10.2 0.420 0.57 3.40 0.070
## 58 7.5 0.630 0.12 5.10 0.111
## 59 7.8 0.590 0.18 2.30 0.076
## 60 7.3 0.390 0.31 2.40 0.074
## 61 8.8 0.400 0.40 2.20 0.079
## 62 7.7 0.690 0.49 1.80 0.115
## 63 7.5 0.520 0.16 1.90 0.085
## 64 7.0 0.735 0.05 2.00 0.081
## 65 7.2 0.725 0.05 4.65 0.086
## 66 7.2 0.725 0.05 4.65 0.086
## 67 7.5 0.520 0.11 1.50 0.079
## 68 6.6 0.705 0.07 1.60 0.076
## 69 9.3 0.320 0.57 2.00 0.074
## 70 8.0 0.705 0.05 1.90 0.074
## 71 7.7 0.630 0.08 1.90 0.076
## 72 7.7 0.670 0.23 2.10 0.088
## 73 7.7 0.690 0.22 1.90 0.084
## 74 8.3 0.675 0.26 2.10 0.084
## 75 9.7 0.320 0.54 2.50 0.094
## 76 8.8 0.410 0.64 2.20 0.093
## 77 8.8 0.410 0.64 2.20 0.093
## 78 6.8 0.785 0.00 2.40 0.104
## 79 6.7 0.750 0.12 2.00 0.086
## 80 8.3 0.625 0.20 1.50 0.080
## 81 6.2 0.450 0.20 1.60 0.069
## 82 7.8 0.430 0.70 1.90 0.464
## 83 7.4 0.500 0.47 2.00 0.086
## 84 7.3 0.670 0.26 1.80 0.401
## 85 6.3 0.300 0.48 1.80 0.069
## 86 6.9 0.550 0.15 2.20 0.076
## 87 8.6 0.490 0.28 1.90 0.110
## 88 7.7 0.490 0.26 1.90 0.062
## 89 9.3 0.390 0.44 2.10 0.107
## 90 7.0 0.620 0.08 1.80 0.076
## 91 7.9 0.520 0.26 1.90 0.079
## 92 8.6 0.490 0.28 1.90 0.110
## 93 8.6 0.490 0.29 2.00 0.110
## 94 7.7 0.490 0.26 1.90 0.062
## 95 5.0 1.020 0.04 1.40 0.045
## 96 4.7 0.600 0.17 2.30 0.058
## 97 6.8 0.775 0.00 3.00 0.102
## 98 7.0 0.500 0.25 2.00 0.070
## 99 7.6 0.900 0.06 2.50 0.079
## 100 8.1 0.545 0.18 1.90 0.080
## 101 8.3 0.610 0.30 2.10 0.084
## 102 7.8 0.500 0.30 1.90 0.075
## 103 8.1 0.545 0.18 1.90 0.080
## 104 8.1 0.575 0.22 2.10 0.077
## 105 7.2 0.490 0.24 2.20 0.070
## 106 8.1 0.575 0.22 2.10 0.077
## 107 7.8 0.410 0.68 1.70 0.467
## 108 6.2 0.630 0.31 1.70 0.088
## 109 8.0 0.330 0.53 2.50 0.091
## 110 8.1 0.785 0.52 2.00 0.122
## 111 7.8 0.560 0.19 1.80 0.104
## 112 8.4 0.620 0.09 2.20 0.084
## 113 8.4 0.600 0.10 2.20 0.085
## 114 10.1 0.310 0.44 2.30 0.080
## 115 7.8 0.560 0.19 1.80 0.104
## 116 9.4 0.400 0.31 2.20 0.090
## 117 8.3 0.540 0.28 1.90 0.077
## 118 7.8 0.560 0.12 2.00 0.082
## 119 8.8 0.550 0.04 2.20 0.119
## 120 7.0 0.690 0.08 1.80 0.097
## 121 7.3 1.070 0.09 1.70 0.178
## 122 8.8 0.550 0.04 2.20 0.119
## 123 7.3 0.695 0.00 2.50 0.075
## 124 8.0 0.710 0.00 2.60 0.080
## 125 7.8 0.500 0.17 1.60 0.082
## 126 9.0 0.620 0.04 1.90 0.146
## 127 8.2 1.330 0.00 1.70 0.081
## 128 8.1 1.330 0.00 1.80 0.082
## 129 8.0 0.590 0.16 1.80 0.065
## 130 6.1 0.380 0.15 1.80 0.072
## 131 8.0 0.745 0.56 2.00 0.118
## 132 5.6 0.500 0.09 2.30 0.049
## 133 5.6 0.500 0.09 2.30 0.049
## 134 6.6 0.500 0.01 1.50 0.060
## 135 7.9 1.040 0.05 2.20 0.084
## 136 8.4 0.745 0.11 1.90 0.090
## 137 8.3 0.715 0.15 1.80 0.089
## 138 7.2 0.415 0.36 2.00 0.081
## 139 7.8 0.560 0.19 2.10 0.081
## 140 7.8 0.560 0.19 2.00 0.081
## 141 8.4 0.745 0.11 1.90 0.090
## 142 8.3 0.715 0.15 1.80 0.089
## 143 5.2 0.340 0.00 1.80 0.050
## 144 6.3 0.390 0.08 1.70 0.066
## 145 5.2 0.340 0.00 1.80 0.050
## 146 8.1 0.670 0.55 1.80 0.117
## 147 5.8 0.680 0.02 1.80 0.087
## 148 7.6 0.490 0.26 1.60 0.236
## 149 6.9 0.490 0.10 2.30 0.074
## 150 8.2 0.400 0.44 2.80 0.089
## 151 7.3 0.330 0.47 2.10 0.077
## 152 9.2 0.520 1.00 3.40 0.610
## 153 7.5 0.600 0.03 1.80 0.095
## 154 7.5 0.600 0.03 1.80 0.095
## 155 7.1 0.430 0.42 5.50 0.070
## 156 7.1 0.430 0.42 5.50 0.071
## 157 7.1 0.430 0.42 5.50 0.070
## 158 7.1 0.430 0.42 5.50 0.071
## 159 7.1 0.680 0.00 2.20 0.073
## 160 6.8 0.600 0.18 1.90 0.079
## 161 7.6 0.950 0.03 2.00 0.090
## 162 7.6 0.680 0.02 1.30 0.072
## 163 7.8 0.530 0.04 1.70 0.076
## 164 7.4 0.600 0.26 7.30 0.070
## 165 7.3 0.590 0.26 7.20 0.070
## 166 7.8 0.630 0.48 1.70 0.100
## 167 6.8 0.640 0.10 2.10 0.085
## 168 7.3 0.550 0.03 1.60 0.072
## 169 6.8 0.630 0.07 2.10 0.089
## 170 7.5 0.705 0.24 1.80 0.360
## 171 7.9 0.885 0.03 1.80 0.058
## 172 8.0 0.420 0.17 2.00 0.073
## 173 8.0 0.420 0.17 2.00 0.073
## 174 7.4 0.620 0.05 1.90 0.068
## 175 7.3 0.380 0.21 2.00 0.080
## 176 6.9 0.500 0.04 1.50 0.085
## 177 7.3 0.380 0.21 2.00 0.080
## 178 7.5 0.520 0.42 2.30 0.087
## 179 7.0 0.805 0.00 2.50 0.068
## 180 8.8 0.610 0.14 2.40 0.067
## 181 8.8 0.610 0.14 2.40 0.067
## 182 8.9 0.610 0.49 2.00 0.270
## 183 7.2 0.730 0.02 2.50 0.076
## 184 6.8 0.610 0.20 1.80 0.077
## 185 6.7 0.620 0.21 1.90 0.079
## 186 8.9 0.310 0.57 2.00 0.111
## 187 7.4 0.390 0.48 2.00 0.082
## 188 7.7 0.705 0.10 2.60 0.084
## 189 7.9 0.500 0.33 2.00 0.084
## 190 7.9 0.490 0.32 1.90 0.082
## 191 8.2 0.500 0.35 2.90 0.077
## 192 6.4 0.370 0.25 1.90 0.074
## 193 6.8 0.630 0.12 3.80 0.099
## 194 7.6 0.550 0.21 2.20 0.071
## 195 7.6 0.550 0.21 2.20 0.071
## 196 7.8 0.590 0.33 2.00 0.074
## 197 7.3 0.580 0.30 2.40 0.074
## 198 11.5 0.300 0.60 2.00 0.067
## 199 5.4 0.835 0.08 1.20 0.046
## 200 6.9 1.090 0.06 2.10 0.061
## 201 9.6 0.320 0.47 1.40 0.056
## 202 8.8 0.370 0.48 2.10 0.097
## 203 6.8 0.500 0.11 1.50 0.075
## 204 7.0 0.420 0.35 1.60 0.088
## 205 7.0 0.430 0.36 1.60 0.089
## 206 12.8 0.300 0.74 2.60 0.095
## 207 12.8 0.300 0.74 2.60 0.095
## 208 7.8 0.570 0.31 1.80 0.069
## 209 7.8 0.440 0.28 2.70 0.100
## 210 11.0 0.300 0.58 2.10 0.054
## 211 9.7 0.530 0.60 2.00 0.039
## 212 8.0 0.725 0.24 2.80 0.083
## 213 11.6 0.440 0.64 2.10 0.059
## 214 8.2 0.570 0.26 2.20 0.060
## 215 7.8 0.735 0.08 2.40 0.092
## 216 7.0 0.490 0.49 5.60 0.060
## 217 8.7 0.625 0.16 2.00 0.101
## 218 8.1 0.725 0.22 2.20 0.072
## 219 7.5 0.490 0.19 1.90 0.076
## 220 7.8 0.530 0.33 2.40 0.080
## 221 7.8 0.340 0.37 2.00 0.082
## 222 7.4 0.530 0.26 2.00 0.101
## 223 6.8 0.610 0.04 1.50 0.057
## 224 8.6 0.645 0.25 2.00 0.083
## 225 8.4 0.635 0.36 2.00 0.089
## 226 7.7 0.430 0.25 2.60 0.073
## 227 8.9 0.590 0.50 2.00 0.337
## 228 9.0 0.820 0.14 2.60 0.089
## 229 7.7 0.430 0.25 2.60 0.073
## 230 6.9 0.520 0.25 2.60 0.081
## 231 5.2 0.480 0.04 1.60 0.054
## 232 8.0 0.380 0.06 1.80 0.078
## 233 8.5 0.370 0.20 2.80 0.090
## 234 6.9 0.520 0.25 2.60 0.081
## 235 8.2 1.000 0.09 2.30 0.065
## 236 7.2 0.630 0.00 1.90 0.097
## 237 7.2 0.630 0.00 1.90 0.097
## 238 7.2 0.645 0.00 1.90 0.097
## 239 7.2 0.630 0.00 1.90 0.097
## 240 8.2 1.000 0.09 2.30 0.065
## 241 8.9 0.635 0.37 1.70 0.263
## 242 12.0 0.380 0.56 2.10 0.093
## 243 7.7 0.580 0.10 1.80 0.102
## 244 15.0 0.210 0.44 2.20 0.075
## 245 15.0 0.210 0.44 2.20 0.075
## 246 7.3 0.660 0.00 2.00 0.084
## 247 7.1 0.680 0.07 1.90 0.075
## 248 8.2 0.600 0.17 2.30 0.072
## 249 7.7 0.530 0.06 1.70 0.074
## 250 7.3 0.660 0.00 2.00 0.084
## 251 10.8 0.320 0.44 1.60 0.063
## 252 7.1 0.600 0.00 1.80 0.074
## 253 11.1 0.350 0.48 3.10 0.090
## 254 7.7 0.775 0.42 1.90 0.092
## 255 7.1 0.600 0.00 1.80 0.074
## 256 8.0 0.570 0.23 3.20 0.073
## 257 9.4 0.340 0.37 2.20 0.075
## 258 6.6 0.695 0.00 2.10 0.075
## 259 7.7 0.410 0.76 1.80 0.611
## 260 10.0 0.310 0.47 2.60 0.085
## 261 7.9 0.330 0.23 1.70 0.077
## 262 7.0 0.975 0.04 2.00 0.087
## 263 8.0 0.520 0.03 1.70 0.070
## 264 7.9 0.370 0.23 1.80 0.077
## 265 12.5 0.560 0.49 2.40 0.064
## 266 11.8 0.260 0.52 1.80 0.071
## 267 8.1 0.870 0.00 3.30 0.096
## 268 7.9 0.350 0.46 3.60 0.078
## 269 6.9 0.540 0.04 3.00 0.077
## 270 11.5 0.180 0.51 4.00 0.104
## 271 7.9 0.545 0.06 4.00 0.087
## 272 11.5 0.180 0.51 4.00 0.104
## 273 10.9 0.370 0.58 4.00 0.071
## 274 8.4 0.715 0.20 2.40 0.076
## 275 7.5 0.650 0.18 7.00 0.088
## 276 7.9 0.545 0.06 4.00 0.087
## 277 6.9 0.540 0.04 3.00 0.077
## 278 11.5 0.180 0.51 4.00 0.104
## 279 10.3 0.320 0.45 6.40 0.073
## 280 8.9 0.400 0.32 5.60 0.087
## 281 11.4 0.260 0.44 3.60 0.071
## 282 7.7 0.270 0.68 3.50 0.358
## 283 7.6 0.520 0.12 3.00 0.067
## 284 8.9 0.400 0.32 5.60 0.087
## 285 9.9 0.590 0.07 3.40 0.102
## 286 9.9 0.590 0.07 3.40 0.102
## 287 12.0 0.450 0.55 2.00 0.073
## 288 7.5 0.400 0.12 3.00 0.092
## 289 8.7 0.520 0.09 2.50 0.091
## 290 11.6 0.420 0.53 3.30 0.105
## 291 8.7 0.520 0.09 2.50 0.091
## 292 11.0 0.200 0.48 2.00 0.343
## 293 10.4 0.550 0.23 2.70 0.091
## 294 6.9 0.360 0.25 2.40 0.098
## 295 13.3 0.340 0.52 3.20 0.094
## 296 10.8 0.500 0.46 2.50 0.073
## 297 10.6 0.830 0.37 2.60 0.086
## 298 7.1 0.630 0.06 2.00 0.083
## 299 7.2 0.650 0.02 2.30 0.094
## 300 6.9 0.670 0.06 2.10 0.080
## 301 7.5 0.530 0.06 2.60 0.086
## 302 11.1 0.180 0.48 1.50 0.068
## 303 8.3 0.705 0.12 2.60 0.092
## 304 7.4 0.670 0.12 1.60 0.186
## 305 8.4 0.650 0.60 2.10 0.112
## 306 10.3 0.530 0.48 2.50 0.063
## 307 7.6 0.620 0.32 2.20 0.082
## 308 10.3 0.410 0.42 2.40 0.213
## 309 10.3 0.430 0.44 2.40 0.214
## 310 7.4 0.290 0.38 1.70 0.062
## 311 10.3 0.530 0.48 2.50 0.063
## 312 7.9 0.530 0.24 2.00 0.072
## 313 9.0 0.460 0.31 2.80 0.093
## 314 8.6 0.470 0.30 3.00 0.076
## 315 7.4 0.360 0.29 2.60 0.087
## 316 7.1 0.350 0.29 2.50 0.096
## 317 9.6 0.560 0.23 3.40 0.102
## 318 9.6 0.770 0.12 2.90 0.082
## 319 9.8 0.660 0.39 3.20 0.083
## 320 9.6 0.770 0.12 2.90 0.082
## 321 9.8 0.660 0.39 3.20 0.083
## 322 9.3 0.610 0.26 3.40 0.090
## 323 7.8 0.620 0.05 2.30 0.079
## 324 10.3 0.590 0.42 2.80 0.090
## 325 10.0 0.490 0.20 11.00 0.071
## 326 10.0 0.490 0.20 11.00 0.071
## 327 11.6 0.530 0.66 3.65 0.121
## 328 10.3 0.440 0.50 4.50 0.107
## 329 13.4 0.270 0.62 2.60 0.082
## 330 10.7 0.460 0.39 2.00 0.061
## 331 10.2 0.360 0.64 2.90 0.122
## 332 10.2 0.360 0.64 2.90 0.122
## 333 8.0 0.580 0.28 3.20 0.066
## 334 8.4 0.560 0.08 2.10 0.105
## 335 7.9 0.650 0.01 2.50 0.078
## 336 11.9 0.695 0.53 3.40 0.128
## 337 8.9 0.430 0.45 1.90 0.052
## 338 7.8 0.430 0.32 2.80 0.080
## 339 12.4 0.490 0.58 3.00 0.103
## 340 12.5 0.280 0.54 2.30 0.082
## 341 12.2 0.340 0.50 2.40 0.066
## 342 10.6 0.420 0.48 2.70 0.065
## 343 10.9 0.390 0.47 1.80 0.118
## 344 10.9 0.390 0.47 1.80 0.118
## 345 11.9 0.570 0.50 2.60 0.082
## 346 7.0 0.685 0.00 1.90 0.067
## 347 6.6 0.815 0.02 2.70 0.072
## 348 13.8 0.490 0.67 3.00 0.093
## 349 9.6 0.560 0.31 2.80 0.089
## 350 9.1 0.785 0.00 2.60 0.093
## 351 10.7 0.670 0.22 2.70 0.107
## 352 9.1 0.795 0.00 2.60 0.096
## 353 7.7 0.665 0.00 2.40 0.090
## 354 13.5 0.530 0.79 4.80 0.120
## 355 6.1 0.210 0.40 1.40 0.066
## 356 6.7 0.750 0.01 2.40 0.078
## 357 11.5 0.410 0.52 3.00 0.080
## 358 10.5 0.420 0.66 2.95 0.116
## 359 11.9 0.430 0.66 3.10 0.109
## 360 12.6 0.380 0.66 2.60 0.088
## 361 8.2 0.700 0.23 2.00 0.099
## 362 8.6 0.450 0.31 2.60 0.086
## 363 11.9 0.580 0.66 2.50 0.072
## 364 12.5 0.460 0.63 2.00 0.071
## 365 12.8 0.615 0.66 5.80 0.083
## 366 10.0 0.420 0.50 3.40 0.107
## 367 12.8 0.615 0.66 5.80 0.083
## 368 10.4 0.575 0.61 2.60 0.076
## 369 10.3 0.340 0.52 2.80 0.159
## 370 9.4 0.270 0.53 2.40 0.074
## 371 6.9 0.765 0.02 2.30 0.063
## 372 7.9 0.240 0.40 1.60 0.056
## 373 9.1 0.280 0.48 1.80 0.067
## 374 7.4 0.550 0.22 2.20 0.106
## 375 14.0 0.410 0.63 3.80 0.089
## 376 11.5 0.540 0.71 4.40 0.124
## 377 11.5 0.450 0.50 3.00 0.078
## 378 9.4 0.270 0.53 2.40 0.074
## 379 11.4 0.625 0.66 6.20 0.088
## 380 8.3 0.420 0.38 2.50 0.094
## 381 8.3 0.260 0.42 2.00 0.080
## 382 13.7 0.415 0.68 2.90 0.085
## 383 8.3 0.260 0.42 2.00 0.080
## 384 8.3 0.260 0.42 2.00 0.080
## 385 7.7 0.510 0.28 2.10 0.087
## 386 7.4 0.630 0.07 2.40 0.090
## 387 7.8 0.540 0.26 2.00 0.088
## 388 8.3 0.660 0.15 1.90 0.079
## 389 7.8 0.460 0.26 1.90 0.088
## 390 9.6 0.380 0.31 2.50 0.096
## 391 5.6 0.850 0.05 1.40 0.045
## 392 13.7 0.415 0.68 2.90 0.085
## 393 9.5 0.370 0.52 2.00 0.082
## 394 8.4 0.665 0.61 2.00 0.112
## 395 12.7 0.600 0.65 2.30 0.063
## 396 12.0 0.370 0.76 4.20 0.066
## 397 6.6 0.735 0.02 7.90 0.122
## 398 11.5 0.590 0.59 2.60 0.087
## 399 11.5 0.590 0.59 2.60 0.087
## 400 8.7 0.765 0.22 2.30 0.064
## 401 6.6 0.735 0.02 7.90 0.122
## 402 7.7 0.260 0.30 1.70 0.059
## 403 12.2 0.480 0.54 2.60 0.085
## 404 11.4 0.600 0.49 2.70 0.085
## 405 7.7 0.690 0.05 2.70 0.075
## 406 8.7 0.310 0.46 1.40 0.059
## 407 9.8 0.440 0.47 2.50 0.063
## 408 12.0 0.390 0.66 3.00 0.093
## 409 10.4 0.340 0.58 3.70 0.174
## 410 12.5 0.460 0.49 4.50 0.070
## 411 9.0 0.430 0.34 2.50 0.080
## 412 9.1 0.450 0.35 2.40 0.080
## 413 7.1 0.735 0.16 1.90 0.100
## 414 9.9 0.400 0.53 6.70 0.097
## 415 8.8 0.520 0.34 2.70 0.087
## 416 8.6 0.725 0.24 6.60 0.117
## 417 10.6 0.480 0.64 2.20 0.111
## 418 7.0 0.580 0.12 1.90 0.091
## 419 11.9 0.380 0.51 2.00 0.121
## 420 6.8 0.770 0.00 1.80 0.066
## 421 9.5 0.560 0.33 2.40 0.089
## 422 6.6 0.840 0.03 2.30 0.059
## 423 7.7 0.960 0.20 2.00 0.047
## 424 10.5 0.240 0.47 2.10 0.066
## 425 7.7 0.960 0.20 2.00 0.047
## 426 6.6 0.840 0.03 2.30 0.059
## 427 6.4 0.670 0.08 2.10 0.045
## 428 9.5 0.780 0.22 1.90 0.077
## 429 9.1 0.520 0.33 1.30 0.070
## 430 12.8 0.840 0.63 2.40 0.088
## 431 10.5 0.240 0.47 2.10 0.066
## 432 7.8 0.550 0.35 2.20 0.074
## 433 11.9 0.370 0.69 2.30 0.078
## 434 12.3 0.390 0.63 2.30 0.091
## 435 10.4 0.410 0.55 3.20 0.076
## 436 12.3 0.390 0.63 2.30 0.091
## 437 8.0 0.670 0.30 2.00 0.060
## 438 11.1 0.450 0.73 3.20 0.066
## 439 10.4 0.410 0.55 3.20 0.076
## 440 7.0 0.620 0.18 1.50 0.062
## 441 12.6 0.310 0.72 2.20 0.072
## 442 11.9 0.400 0.65 2.15 0.068
## 443 15.6 0.685 0.76 3.70 0.100
## 444 10.0 0.440 0.49 2.70 0.077
## 445 5.3 0.570 0.01 1.70 0.054
## 446 9.5 0.735 0.10 2.10 0.079
## 447 12.5 0.380 0.60 2.60 0.081
## 448 9.3 0.480 0.29 2.10 0.127
## 449 8.6 0.530 0.22 2.00 0.100
## 450 11.9 0.390 0.69 2.80 0.095
## 451 11.9 0.390 0.69 2.80 0.095
## 452 8.4 0.370 0.53 1.80 0.413
## 453 6.8 0.560 0.03 1.70 0.084
## 454 10.4 0.330 0.63 2.80 0.084
## 455 7.0 0.230 0.40 1.60 0.063
## 456 11.3 0.620 0.67 5.20 0.086
## 457 8.9 0.590 0.39 2.30 0.095
## 458 9.2 0.630 0.21 2.70 0.097
## 459 10.4 0.330 0.63 2.80 0.084
## 460 11.6 0.580 0.66 2.20 0.074
## 461 9.2 0.430 0.52 2.30 0.083
## 462 8.3 0.615 0.22 2.60 0.087
## 463 11.0 0.260 0.68 2.55 0.085
## 464 8.1 0.660 0.70 2.20 0.098
## 465 11.5 0.315 0.54 2.10 0.084
## 466 10.0 0.290 0.40 2.90 0.098
## 467 10.3 0.500 0.42 2.00 0.069
## 468 8.8 0.460 0.45 2.60 0.065
## 469 11.4 0.360 0.69 2.10 0.090
## 470 8.7 0.820 0.02 1.20 0.070
## 471 13.0 0.320 0.65 2.60 0.093
## 472 9.6 0.540 0.42 2.40 0.081
## 473 12.5 0.370 0.55 2.60 0.083
## 474 9.9 0.350 0.55 2.10 0.062
## 475 10.5 0.280 0.51 1.70 0.080
## 476 9.6 0.680 0.24 2.20 0.087
## 477 9.3 0.270 0.41 2.00 0.091
## 478 10.4 0.240 0.49 1.80 0.075
## 479 9.6 0.680 0.24 2.20 0.087
## 480 9.4 0.685 0.11 2.70 0.077
## 481 10.6 0.280 0.39 15.50 0.069
## 482 9.4 0.300 0.56 2.80 0.080
## 483 10.6 0.360 0.59 2.20 0.152
## 484 10.6 0.360 0.60 2.20 0.152
## 485 10.6 0.440 0.68 4.10 0.114
## 486 10.2 0.670 0.39 1.90 0.054
## 487 10.2 0.670 0.39 1.90 0.054
## 488 10.2 0.645 0.36 1.80 0.053
## 489 11.6 0.320 0.55 2.80 0.081
## 490 9.3 0.390 0.40 2.60 0.073
## 491 9.3 0.775 0.27 2.80 0.078
## 492 9.2 0.410 0.50 2.50 0.055
## 493 8.9 0.400 0.51 2.60 0.052
## 494 8.7 0.690 0.31 3.00 0.086
## 495 6.5 0.390 0.23 8.30 0.051
## 496 10.7 0.350 0.53 2.60 0.070
## 497 7.8 0.520 0.25 1.90 0.081
## 498 7.2 0.340 0.32 2.50 0.090
## 499 10.7 0.350 0.53 2.60 0.070
## 500 8.7 0.690 0.31 3.00 0.086
## 501 7.8 0.520 0.25 1.90 0.081
## 502 10.4 0.440 0.73 6.55 0.074
## 503 10.4 0.440 0.73 6.55 0.074
## 504 10.5 0.260 0.47 1.90 0.078
## 505 10.5 0.240 0.42 1.80 0.077
## 506 10.2 0.490 0.63 2.90 0.072
## 507 10.4 0.240 0.46 1.80 0.075
## 508 11.2 0.670 0.55 2.30 0.084
## 509 10.0 0.590 0.31 2.20 0.090
## 510 13.3 0.290 0.75 2.80 0.084
## 511 12.4 0.420 0.49 4.60 0.073
## 512 10.0 0.590 0.31 2.20 0.090
## 513 10.7 0.400 0.48 2.10 0.125
## 514 10.5 0.510 0.64 2.40 0.107
## 515 10.5 0.510 0.64 2.40 0.107
## 516 8.5 0.655 0.49 6.10 0.122
## 517 12.5 0.600 0.49 4.30 0.100
## 518 10.4 0.610 0.49 2.10 0.200
## 519 10.9 0.210 0.49 2.80 0.088
## 520 7.3 0.365 0.49 2.50 0.088
## 521 9.8 0.250 0.49 2.70 0.088
## 522 7.6 0.410 0.49 2.00 0.088
## 523 8.2 0.390 0.49 2.30 0.099
## 524 9.3 0.400 0.49 2.50 0.085
## 525 9.2 0.430 0.49 2.40 0.086
## 526 10.4 0.640 0.24 2.80 0.105
## 527 7.3 0.365 0.49 2.50 0.088
## 528 7.0 0.380 0.49 2.50 0.097
## 529 8.2 0.420 0.49 2.60 0.084
## 530 9.9 0.630 0.24 2.40 0.077
## 531 9.1 0.220 0.24 2.10 0.078
## 532 11.9 0.380 0.49 2.70 0.098
## 533 11.9 0.380 0.49 2.70 0.098
## 534 10.3 0.270 0.24 2.10 0.072
## 535 10.0 0.480 0.24 2.70 0.102
## 536 9.1 0.220 0.24 2.10 0.078
## 537 9.9 0.630 0.24 2.40 0.077
## 538 8.1 0.825 0.24 2.10 0.084
## 539 12.9 0.350 0.49 5.80 0.066
## 540 11.2 0.500 0.74 5.15 0.100
## 541 9.2 0.590 0.24 3.30 0.101
## 542 9.5 0.460 0.49 6.30 0.064
## 543 9.3 0.715 0.24 2.10 0.070
## 544 11.2 0.660 0.24 2.50 0.085
## 545 14.3 0.310 0.74 1.80 0.075
## 546 9.1 0.470 0.49 2.60 0.094
## 547 7.5 0.550 0.24 2.00 0.078
## 548 10.6 0.310 0.49 2.50 0.067
## 549 12.4 0.350 0.49 2.60 0.079
## 550 9.0 0.530 0.49 1.90 0.171
## 551 6.8 0.510 0.01 2.10 0.074
## 552 9.4 0.430 0.24 2.80 0.092
## 553 9.5 0.460 0.24 2.70 0.092
## 554 5.0 1.040 0.24 1.60 0.050
## 555 15.5 0.645 0.49 4.20 0.095
## 556 15.5 0.645 0.49 4.20 0.095
## 557 10.9 0.530 0.49 4.60 0.118
## 558 15.6 0.645 0.49 4.20 0.095
## 559 10.9 0.530 0.49 4.60 0.118
## 560 13.0 0.470 0.49 4.30 0.085
## 561 12.7 0.600 0.49 2.80 0.075
## 562 9.0 0.440 0.49 2.40 0.078
## 563 9.0 0.540 0.49 2.90 0.094
## 564 7.6 0.290 0.49 2.70 0.092
## 565 13.0 0.470 0.49 4.30 0.085
## 566 12.7 0.600 0.49 2.80 0.075
## 567 8.7 0.700 0.24 2.50 0.226
## 568 8.7 0.700 0.24 2.50 0.226
## 569 9.8 0.500 0.49 2.60 0.250
## 570 6.2 0.360 0.24 2.20 0.095
## 571 11.5 0.350 0.49 3.30 0.070
## 572 6.2 0.360 0.24 2.20 0.095
## 573 10.2 0.240 0.49 2.40 0.075
## 574 10.5 0.590 0.49 2.10 0.070
## 575 10.6 0.340 0.49 3.20 0.078
## 576 12.3 0.270 0.49 3.10 0.079
## 577 9.9 0.500 0.24 2.30 0.103
## 578 8.8 0.440 0.49 2.80 0.083
## 579 8.8 0.470 0.49 2.90 0.085
## 580 10.6 0.310 0.49 2.20 0.063
## 581 12.3 0.500 0.49 2.20 0.089
## 582 12.3 0.500 0.49 2.20 0.089
## 583 11.7 0.490 0.49 2.20 0.083
## 584 12.0 0.280 0.49 1.90 0.074
## 585 11.8 0.330 0.49 3.40 0.093
## 586 7.6 0.510 0.24 2.40 0.091
## 587 11.1 0.310 0.49 2.70 0.094
## 588 7.3 0.730 0.24 1.90 0.108
## 589 5.0 0.420 0.24 2.00 0.060
## 590 10.2 0.290 0.49 2.60 0.059
## 591 9.0 0.450 0.49 2.60 0.084
## 592 6.6 0.390 0.49 1.70 0.070
## 593 9.0 0.450 0.49 2.60 0.084
## 594 9.9 0.490 0.58 3.50 0.094
## 595 7.9 0.720 0.17 2.60 0.096
## 596 8.9 0.595 0.41 7.90 0.086
## 597 12.4 0.400 0.51 2.00 0.059
## 598 11.9 0.580 0.58 1.90 0.071
## 599 8.5 0.585 0.18 2.10 0.078
## 600 12.7 0.590 0.45 2.30 0.082
## 601 8.2 0.915 0.27 2.10 0.088
## 602 13.2 0.460 0.52 2.20 0.071
## 603 7.7 0.835 0.00 2.60 0.081
## 604 13.2 0.460 0.52 2.20 0.071
## 605 8.3 0.580 0.13 2.90 0.096
## 606 8.3 0.600 0.13 2.60 0.085
## 607 9.4 0.410 0.48 4.60 0.072
## 608 8.8 0.480 0.41 3.30 0.092
## 609 10.1 0.650 0.37 5.10 0.110
## 610 6.3 0.360 0.19 3.20 0.075
## 611 8.8 0.240 0.54 2.50 0.083
## 612 13.2 0.380 0.55 2.70 0.081
## 613 7.5 0.640 0.00 2.40 0.077
## 614 8.2 0.390 0.38 1.50 0.058
## 615 9.2 0.755 0.18 2.20 0.148
## 616 9.6 0.600 0.50 2.30 0.079
## 617 9.6 0.600 0.50 2.30 0.079
## 618 11.5 0.310 0.51 2.20 0.079
## 619 11.4 0.460 0.50 2.70 0.122
## 620 11.3 0.370 0.41 2.30 0.088
## 621 8.3 0.540 0.24 3.40 0.076
## 622 8.2 0.560 0.23 3.40 0.078
## 623 10.0 0.580 0.22 1.90 0.080
## 624 7.9 0.510 0.25 2.90 0.077
## 625 6.8 0.690 0.00 5.60 0.124
## 626 6.8 0.690 0.00 5.60 0.124
## 627 8.8 0.600 0.29 2.20 0.098
## 628 8.8 0.600 0.29 2.20 0.098
## 629 8.7 0.540 0.26 2.50 0.097
## 630 7.6 0.685 0.23 2.30 0.111
## 631 8.7 0.540 0.26 2.50 0.097
## 632 10.4 0.280 0.54 2.70 0.105
## 633 7.6 0.410 0.14 3.00 0.087
## 634 10.1 0.935 0.22 3.40 0.105
## 635 7.9 0.350 0.21 1.90 0.073
## 636 8.7 0.840 0.00 1.40 0.065
## 637 9.6 0.880 0.28 2.40 0.086
## 638 9.5 0.885 0.27 2.30 0.084
## 639 7.7 0.915 0.12 2.20 0.143
## 640 8.9 0.290 0.35 1.90 0.067
## 641 9.9 0.540 0.45 2.30 0.071
## 642 9.5 0.590 0.44 2.30 0.071
## 643 9.9 0.540 0.45 2.30 0.071
## 644 9.5 0.590 0.44 2.30 0.071
## 645 9.9 0.540 0.45 2.30 0.071
## 646 7.8 0.640 0.10 6.00 0.115
## 647 7.3 0.670 0.05 3.60 0.107
## 648 8.3 0.845 0.01 2.20 0.070
## 649 8.7 0.480 0.30 2.80 0.066
## 650 6.7 0.420 0.27 8.60 0.068
## 651 10.7 0.430 0.39 2.20 0.106
## 652 9.8 0.880 0.25 2.50 0.104
## 653 15.9 0.360 0.65 7.50 0.096
## 654 9.4 0.330 0.59 2.80 0.079
## 655 8.6 0.470 0.47 2.40 0.074
## 656 9.7 0.550 0.17 2.90 0.087
## 657 10.7 0.430 0.39 2.20 0.106
## 658 12.0 0.500 0.59 1.40 0.073
## 659 7.2 0.520 0.07 1.40 0.074
## 660 7.1 0.840 0.02 4.40 0.096
## 661 7.2 0.520 0.07 1.40 0.074
## 662 7.5 0.420 0.31 1.60 0.080
## 663 7.2 0.570 0.06 1.60 0.076
## 664 10.1 0.280 0.46 1.80 0.050
## 665 12.1 0.400 0.52 2.00 0.092
## 666 9.4 0.590 0.14 2.00 0.084
## 667 8.3 0.490 0.36 1.80 0.222
## 668 11.3 0.340 0.45 2.00 0.082
## 669 10.0 0.730 0.43 2.30 0.059
## 670 11.3 0.340 0.45 2.00 0.082
## 671 6.9 0.400 0.24 2.50 0.083
## 672 8.2 0.730 0.21 1.70 0.074
## 673 9.8 1.240 0.34 2.00 0.079
## 674 8.2 0.730 0.21 1.70 0.074
## 675 10.8 0.400 0.41 2.20 0.084
## 676 9.3 0.410 0.39 2.20 0.064
## 677 10.8 0.400 0.41 2.20 0.084
## 678 8.6 0.800 0.11 2.30 0.084
## 679 8.3 0.780 0.10 2.60 0.081
## 680 10.8 0.260 0.45 3.30 0.060
## 681 13.3 0.430 0.58 1.90 0.070
## 682 8.0 0.450 0.23 2.20 0.094
## 683 8.5 0.460 0.31 2.25 0.078
## 684 8.1 0.780 0.23 2.60 0.059
## 685 9.8 0.980 0.32 2.30 0.078
## 686 8.1 0.780 0.23 2.60 0.059
## 687 7.1 0.650 0.18 1.80 0.070
## 688 9.1 0.640 0.23 3.10 0.095
## 689 7.7 0.660 0.04 1.60 0.039
## 690 8.1 0.380 0.48 1.80 0.157
## 691 7.4 1.185 0.00 4.25 0.097
## 692 9.2 0.920 0.24 2.60 0.087
## 693 8.6 0.490 0.51 2.00 0.422
## 694 9.0 0.480 0.32 2.80 0.084
## 695 9.0 0.470 0.31 2.70 0.084
## 696 5.1 0.470 0.02 1.30 0.034
## 697 7.0 0.650 0.02 2.10 0.066
## 698 7.0 0.650 0.02 2.10 0.066
## 699 9.4 0.615 0.28 3.20 0.087
## 700 11.8 0.380 0.55 2.10 0.071
## 701 10.6 1.020 0.43 2.90 0.076
## 702 7.0 0.650 0.02 2.10 0.066
## 703 7.0 0.640 0.02 2.10 0.067
## 704 7.5 0.380 0.48 2.60 0.073
## 705 9.1 0.765 0.04 1.60 0.078
## 706 8.4 1.035 0.15 6.00 0.073
## 707 7.0 0.780 0.08 2.00 0.093
## 708 7.4 0.490 0.19 3.00 0.077
## 709 7.8 0.545 0.12 2.50 0.068
## 710 9.7 0.310 0.47 1.60 0.062
## 711 10.6 1.025 0.43 2.80 0.080
## 712 8.9 0.565 0.34 3.00 0.093
## 713 8.7 0.690 0.00 3.20 0.084
## 714 8.0 0.430 0.36 2.30 0.075
## 715 9.9 0.740 0.28 2.60 0.078
## 716 7.2 0.490 0.18 2.70 0.069
## 717 8.0 0.430 0.36 2.30 0.075
## 718 7.6 0.460 0.11 2.60 0.079
## 719 8.4 0.560 0.04 2.00 0.082
## 720 7.1 0.660 0.00 3.90 0.086
## 721 8.4 0.560 0.04 2.00 0.082
## 722 8.9 0.480 0.24 2.85 0.094
## 723 7.6 0.420 0.08 2.70 0.084
## 724 7.1 0.310 0.30 2.20 0.053
## 725 7.5 1.115 0.10 3.10 0.086
## 726 9.0 0.660 0.17 3.00 0.077
## 727 8.1 0.720 0.09 2.80 0.084
## 728 6.4 0.570 0.02 1.80 0.067
## 729 6.4 0.570 0.02 1.80 0.067
## 730 6.4 0.865 0.03 3.20 0.071
## 731 9.5 0.550 0.66 2.30 0.387
## 732 8.9 0.875 0.13 3.45 0.088
## 733 7.3 0.835 0.03 2.10 0.092
## 734 7.0 0.450 0.34 2.70 0.082
## 735 7.7 0.560 0.20 2.00 0.075
## 736 7.7 0.965 0.10 2.10 0.112
## 737 7.7 0.965 0.10 2.10 0.112
## 738 8.2 0.590 0.00 2.50 0.093
## 739 9.0 0.460 0.23 2.80 0.092
## 740 9.0 0.690 0.00 2.40 0.088
## 741 8.3 0.760 0.29 4.20 0.075
## 742 9.2 0.530 0.24 2.60 0.078
## 743 6.5 0.615 0.00 1.90 0.065
## 744 11.6 0.410 0.58 2.80 0.096
## 745 11.1 0.390 0.54 2.70 0.095
## 746 7.3 0.510 0.18 2.10 0.070
## 747 8.2 0.340 0.38 2.50 0.080
## 748 8.6 0.330 0.40 2.60 0.083
## 749 7.2 0.500 0.18 2.10 0.071
## 750 7.3 0.510 0.18 2.10 0.070
## 751 8.3 0.650 0.10 2.90 0.089
## 752 8.3 0.650 0.10 2.90 0.089
## 753 7.6 0.540 0.13 2.50 0.097
## 754 8.3 0.650 0.10 2.90 0.089
## 755 7.8 0.480 0.68 1.70 0.415
## 756 7.8 0.910 0.07 1.90 0.058
## 757 6.3 0.980 0.01 2.00 0.057
## 758 8.1 0.870 0.00 2.20 0.084
## 759 8.1 0.870 0.00 2.20 0.084
## 760 8.8 0.420 0.21 2.50 0.092
## 761 9.0 0.580 0.25 2.80 0.075
## 762 9.3 0.655 0.26 2.00 0.096
## 763 8.8 0.700 0.00 1.70 0.069
## 764 9.3 0.655 0.26 2.00 0.096
## 765 9.1 0.680 0.11 2.80 0.093
## 766 9.2 0.670 0.10 3.00 0.091
## 767 8.8 0.590 0.18 2.90 0.089
## 768 7.5 0.600 0.32 2.70 0.103
## 769 7.1 0.590 0.02 2.30 0.082
## 770 7.9 0.720 0.01 1.90 0.076
## 771 7.1 0.590 0.02 2.30 0.082
## 772 9.4 0.685 0.26 2.40 0.082
## 773 9.5 0.570 0.27 2.30 0.082
## 774 7.9 0.400 0.29 1.80 0.157
## 775 7.9 0.400 0.30 1.80 0.157
## 776 7.2 1.000 0.00 3.00 0.102
## 777 6.9 0.765 0.18 2.40 0.243
## 778 6.9 0.635 0.17 2.40 0.241
## 779 8.3 0.430 0.30 3.40 0.079
## 780 7.1 0.520 0.03 2.60 0.076
## 781 7.0 0.570 0.00 2.00 0.190
## 782 6.5 0.460 0.14 2.40 0.114
## 783 9.0 0.820 0.05 2.40 0.081
## 784 6.5 0.460 0.14 2.40 0.114
## 785 7.1 0.590 0.01 2.50 0.077
## 786 9.9 0.350 0.41 2.30 0.083
## 787 9.9 0.350 0.41 2.30 0.083
## 788 10.0 0.560 0.24 2.20 0.079
## 789 10.0 0.560 0.24 2.20 0.079
## 790 8.6 0.630 0.17 2.90 0.099
## 791 7.4 0.370 0.43 2.60 0.082
## 792 8.8 0.640 0.17 2.90 0.084
## 793 7.1 0.610 0.02 2.50 0.081
## 794 7.7 0.600 0.00 2.60 0.055
## 795 10.1 0.270 0.54 2.30 0.065
## 796 10.8 0.890 0.30 2.60 0.132
## 797 8.7 0.460 0.31 2.50 0.126
## 798 9.3 0.370 0.44 1.60 0.038
## 799 9.4 0.500 0.34 3.60 0.082
## 800 9.4 0.500 0.34 3.60 0.082
## 801 7.2 0.610 0.08 4.00 0.082
## 802 8.6 0.550 0.09 3.30 0.068
## 803 5.1 0.585 0.00 1.70 0.044
## 804 7.7 0.560 0.08 2.50 0.114
## 805 8.4 0.520 0.22 2.70 0.084
## 806 8.2 0.280 0.40 2.40 0.052
## 807 8.4 0.250 0.39 2.00 0.041
## 808 8.2 0.280 0.40 2.40 0.052
## 809 7.4 0.530 0.12 1.90 0.165
## 810 7.6 0.480 0.31 2.80 0.070
## 811 7.3 0.490 0.10 2.60 0.068
## 812 12.9 0.500 0.55 2.80 0.072
## 813 10.8 0.450 0.33 2.50 0.099
## 814 6.9 0.390 0.24 2.10 0.102
## 815 12.6 0.410 0.54 2.80 0.103
## 816 10.8 0.450 0.33 2.50 0.099
## 817 9.8 0.510 0.19 3.20 0.081
## 818 10.8 0.290 0.42 1.60 0.084
## 819 7.1 0.715 0.00 2.35 0.071
## 820 9.1 0.660 0.15 3.20 0.097
## 821 7.0 0.685 0.00 1.90 0.099
## 822 4.9 0.420 0.00 2.10 0.048
## 823 6.7 0.540 0.13 2.00 0.076
## 824 6.7 0.540 0.13 2.00 0.076
## 825 7.1 0.480 0.28 2.80 0.068
## 826 7.1 0.460 0.14 2.80 0.076
## 827 7.5 0.270 0.34 2.30 0.050
## 828 7.1 0.460 0.14 2.80 0.076
## 829 7.8 0.570 0.09 2.30 0.065
## 830 5.9 0.610 0.08 2.10 0.071
## 831 7.5 0.685 0.07 2.50 0.058
## 832 5.9 0.610 0.08 2.10 0.071
## 833 10.4 0.440 0.42 1.50 0.145
## 834 11.6 0.470 0.44 1.60 0.147
## 835 8.8 0.685 0.26 1.60 0.088
## 836 7.6 0.665 0.10 1.50 0.066
## 837 6.7 0.280 0.28 2.40 0.012
## 838 6.7 0.280 0.28 2.40 0.012
## 839 10.1 0.310 0.35 1.60 0.075
## 840 6.0 0.500 0.04 2.20 0.092
## 841 11.1 0.420 0.47 2.65 0.085
## 842 6.6 0.660 0.00 3.00 0.115
## 843 10.6 0.500 0.45 2.60 0.119
## 844 7.1 0.685 0.35 2.00 0.088
## 845 9.9 0.250 0.46 1.70 0.062
## 846 6.4 0.640 0.21 1.80 0.081
## 847 6.4 0.640 0.21 1.80 0.081
## 848 7.4 0.680 0.16 1.80 0.078
## 849 6.4 0.640 0.21 1.80 0.081
## 850 6.4 0.630 0.21 1.60 0.080
## 851 9.3 0.430 0.44 1.90 0.085
## 852 9.3 0.430 0.44 1.90 0.085
## 853 8.0 0.420 0.32 2.50 0.080
## 854 9.3 0.360 0.39 1.50 0.080
## 855 9.3 0.360 0.39 1.50 0.080
## 856 7.6 0.735 0.02 2.50 0.071
## 857 9.3 0.360 0.39 1.50 0.080
## 858 8.2 0.260 0.34 2.50 0.073
## 859 11.7 0.280 0.47 1.70 0.054
## 860 6.8 0.560 0.22 1.80 0.074
## 861 7.2 0.620 0.06 2.70 0.077
## 862 5.8 1.010 0.66 2.00 0.039
## 863 7.5 0.420 0.32 2.70 0.067
## 864 7.2 0.620 0.06 2.50 0.078
## 865 7.2 0.620 0.06 2.70 0.077
## 866 7.2 0.635 0.07 2.60 0.077
## 867 6.8 0.490 0.22 2.30 0.071
## 868 6.9 0.510 0.23 2.00 0.072
## 869 6.8 0.560 0.22 1.80 0.074
## 870 7.6 0.630 0.03 2.00 0.080
## 871 7.7 0.715 0.01 2.10 0.064
## 872 6.9 0.560 0.03 1.50 0.086
## 873 7.3 0.350 0.24 2.00 0.067
## 874 9.1 0.210 0.37 1.60 0.067
## 875 10.4 0.380 0.46 2.10 0.104
## 876 8.8 0.310 0.40 2.80 0.109
## 877 7.1 0.470 0.00 2.20 0.067
## 878 7.7 0.715 0.01 2.10 0.064
## 879 8.8 0.610 0.19 4.00 0.094
## 880 7.2 0.600 0.04 2.50 0.076
## 881 9.2 0.560 0.18 1.60 0.078
## 882 7.6 0.715 0.00 2.10 0.068
## 883 8.4 0.310 0.29 3.10 0.194
## 884 7.2 0.600 0.04 2.50 0.076
## 885 8.8 0.610 0.19 4.00 0.094
## 886 8.9 0.750 0.14 2.50 0.086
## 887 9.0 0.800 0.12 2.40 0.083
## 888 10.7 0.520 0.38 2.60 0.066
## 889 6.8 0.570 0.00 2.50 0.072
## 890 10.7 0.900 0.34 6.60 0.112
## 891 7.2 0.340 0.24 2.00 0.071
## 892 7.2 0.660 0.03 2.30 0.078
## 893 10.1 0.450 0.23 1.90 0.082
## 894 7.2 0.660 0.03 2.30 0.078
## 895 7.2 0.630 0.03 2.20 0.080
## 896 7.1 0.590 0.01 2.30 0.080
## 897 8.3 0.310 0.39 2.40 0.078
## 898 7.1 0.590 0.01 2.30 0.080
## 899 8.3 0.310 0.39 2.40 0.078
## 900 8.3 1.020 0.02 3.40 0.084
## 901 8.9 0.310 0.36 2.60 0.056
## 902 7.4 0.635 0.10 2.40 0.080
## 903 7.4 0.635 0.10 2.40 0.080
## 904 6.8 0.590 0.06 6.00 0.060
## 905 6.8 0.590 0.06 6.00 0.060
## 906 9.2 0.580 0.20 3.00 0.081
## 907 7.2 0.540 0.27 2.60 0.084
## 908 6.1 0.560 0.00 2.20 0.079
## 909 7.4 0.520 0.13 2.40 0.078
## 910 7.3 0.305 0.39 1.20 0.059
## 911 9.3 0.380 0.48 3.80 0.132
## 912 9.1 0.280 0.46 9.00 0.114
## 913 10.0 0.460 0.44 2.90 0.065
## 914 9.4 0.395 0.46 4.60 0.094
## 915 7.3 0.305 0.39 1.20 0.059
## 916 8.6 0.315 0.40 2.20 0.079
## 917 5.3 0.715 0.19 1.50 0.161
## 918 6.8 0.410 0.31 8.80 0.084
## 919 8.4 0.360 0.32 2.20 0.081
## 920 8.4 0.620 0.12 1.80 0.072
## 921 9.6 0.410 0.37 2.30 0.091
## 922 8.4 0.360 0.32 2.20 0.081
## 923 8.4 0.620 0.12 1.80 0.072
## 924 6.8 0.410 0.31 8.80 0.084
## 925 8.6 0.470 0.27 2.30 0.055
## 926 8.6 0.220 0.36 1.90 0.064
## 927 9.4 0.240 0.33 2.30 0.061
## 928 8.4 0.670 0.19 2.20 0.093
## 929 8.6 0.470 0.27 2.30 0.055
## 930 8.7 0.330 0.38 3.30 0.063
## 931 6.6 0.610 0.01 1.90 0.080
## 932 7.4 0.610 0.01 2.00 0.074
## 933 7.6 0.400 0.29 1.90 0.078
## 934 7.4 0.610 0.01 2.00 0.074
## 935 6.6 0.610 0.01 1.90 0.080
## 936 8.8 0.300 0.38 2.30 0.060
## 937 8.8 0.300 0.38 2.30 0.060
## 938 12.0 0.630 0.50 1.40 0.071
## 939 7.2 0.380 0.38 2.80 0.068
## 940 6.2 0.460 0.17 1.60 0.073
## 941 9.6 0.330 0.52 2.20 0.074
## 942 9.9 0.270 0.49 5.00 0.082
## 943 10.1 0.430 0.40 2.60 0.092
## 944 9.8 0.500 0.34 2.30 0.094
## 945 8.3 0.300 0.49 3.80 0.090
## 946 10.2 0.440 0.42 2.00 0.071
## 947 10.2 0.440 0.58 4.10 0.092
## 948 8.3 0.280 0.48 2.10 0.093
## 949 8.9 0.120 0.45 1.80 0.075
## 950 8.9 0.120 0.45 1.80 0.075
## 951 8.9 0.120 0.45 1.80 0.075
## 952 8.3 0.280 0.48 2.10 0.093
## 953 8.2 0.310 0.40 2.20 0.058
## 954 10.2 0.340 0.48 2.10 0.052
## 955 7.6 0.430 0.40 2.70 0.082
## 956 8.5 0.210 0.52 1.90 0.090
## 957 9.0 0.360 0.52 2.10 0.111
## 958 9.5 0.370 0.52 2.00 0.088
## 959 6.4 0.570 0.12 2.30 0.120
## 960 8.0 0.590 0.05 2.00 0.089
## 961 8.5 0.470 0.27 1.90 0.058
## 962 7.1 0.560 0.14 1.60 0.078
## 963 6.6 0.570 0.02 2.10 0.115
## 964 8.8 0.270 0.39 2.00 0.100
## 965 8.5 0.470 0.27 1.90 0.058
## 966 8.3 0.340 0.40 2.40 0.065
## 967 9.0 0.380 0.41 2.40 0.103
## 968 8.5 0.660 0.20 2.10 0.097
## 969 9.0 0.400 0.43 2.40 0.068
## 970 6.7 0.560 0.09 2.90 0.079
## 971 10.4 0.260 0.48 1.90 0.066
## 972 10.4 0.260 0.48 1.90 0.066
## 973 10.1 0.380 0.50 2.40 0.104
## 974 8.5 0.340 0.44 1.70 0.079
## 975 8.8 0.330 0.41 5.90 0.073
## 976 7.2 0.410 0.30 2.10 0.083
## 977 7.2 0.410 0.30 2.10 0.083
## 978 8.4 0.590 0.29 2.60 0.109
## 979 7.0 0.400 0.32 3.60 0.061
## 980 12.2 0.450 0.49 1.40 0.075
## 981 9.1 0.500 0.30 1.90 0.065
## 982 9.5 0.860 0.26 1.90 0.079
## 983 7.3 0.520 0.32 2.10 0.070
## 984 9.1 0.500 0.30 1.90 0.065
## 985 12.2 0.450 0.49 1.40 0.075
## 986 7.4 0.580 0.00 2.00 0.064
## 987 9.8 0.340 0.39 1.40 0.066
## 988 7.1 0.360 0.30 1.60 0.080
## 989 7.7 0.390 0.12 1.70 0.097
## 990 9.7 0.295 0.40 1.50 0.073
## 991 7.7 0.390 0.12 1.70 0.097
## 992 7.1 0.340 0.28 2.00 0.082
## 993 6.5 0.400 0.10 2.00 0.076
## 994 7.1 0.340 0.28 2.00 0.082
## 995 10.0 0.350 0.45 2.50 0.092
## 996 7.7 0.600 0.06 2.00 0.079
## 997 5.6 0.660 0.00 2.20 0.087
## 998 5.6 0.660 0.00 2.20 0.087
## 999 8.9 0.840 0.34 1.40 0.050
## 1000 6.4 0.690 0.00 1.65 0.055
## 1001 7.5 0.430 0.30 2.20 0.062
## 1002 9.9 0.350 0.38 1.50 0.058
## 1003 9.1 0.290 0.33 2.05 0.063
## 1004 6.8 0.360 0.32 1.80 0.067
## 1005 8.2 0.430 0.29 1.60 0.081
## 1006 6.8 0.360 0.32 1.80 0.067
## 1007 9.1 0.290 0.33 2.05 0.063
## 1008 9.1 0.300 0.34 2.00 0.064
## 1009 8.9 0.350 0.40 3.60 0.110
## 1010 9.6 0.500 0.36 2.80 0.116
## 1011 8.9 0.280 0.45 1.70 0.067
## 1012 8.9 0.320 0.31 2.00 0.088
## 1013 7.7 1.005 0.15 2.10 0.102
## 1014 7.5 0.710 0.00 1.60 0.092
## 1015 8.0 0.580 0.16 2.00 0.120
## 1016 10.5 0.390 0.46 2.20 0.075
## 1017 8.9 0.380 0.40 2.20 0.068
## 1018 8.0 0.180 0.37 0.90 0.049
## 1019 8.0 0.180 0.37 0.90 0.049
## 1020 7.0 0.500 0.14 1.80 0.078
## 1021 11.3 0.360 0.66 2.40 0.123
## 1022 11.3 0.360 0.66 2.40 0.123
## 1023 7.0 0.510 0.09 2.10 0.062
## 1024 8.2 0.320 0.42 2.30 0.098
## 1025 7.7 0.580 0.01 1.80 0.088
## 1026 8.6 0.830 0.00 2.80 0.095
## 1027 7.9 0.310 0.32 1.90 0.066
## 1028 6.4 0.795 0.00 2.20 0.065
## 1029 7.2 0.340 0.21 2.50 0.075
## 1030 7.7 0.580 0.01 1.80 0.088
## 1031 7.1 0.590 0.00 2.10 0.091
## 1032 7.3 0.550 0.01 1.80 0.093
## 1033 8.1 0.820 0.00 4.10 0.095
## 1034 7.5 0.570 0.08 2.60 0.089
## 1035 8.9 0.745 0.18 2.50 0.077
## 1036 10.1 0.370 0.34 2.40 0.085
## 1037 7.6 0.310 0.34 2.50 0.082
## 1038 7.3 0.910 0.10 1.80 0.074
## 1039 8.7 0.410 0.41 6.20 0.078
## 1040 8.9 0.500 0.21 2.20 0.088
## 1041 7.4 0.965 0.00 2.20 0.088
## 1042 6.9 0.490 0.19 1.70 0.079
## 1043 8.9 0.500 0.21 2.20 0.088
## 1044 9.5 0.390 0.41 8.90 0.069
## 1045 6.4 0.390 0.33 3.30 0.046
## 1046 6.9 0.440 0.00 1.40 0.070
## 1047 7.6 0.780 0.00 1.70 0.076
## 1048 7.1 0.430 0.17 1.80 0.082
## 1049 9.3 0.490 0.36 1.70 0.081
## 1050 9.3 0.500 0.36 1.80 0.084
## 1051 7.1 0.430 0.17 1.80 0.082
## 1052 8.5 0.460 0.59 1.40 0.414
## 1053 5.6 0.605 0.05 2.40 0.073
## 1054 8.3 0.330 0.42 2.30 0.070
## 1055 8.2 0.640 0.27 2.00 0.095
## 1056 8.2 0.640 0.27 2.00 0.095
## 1057 8.9 0.480 0.53 4.00 0.101
## 1058 7.6 0.420 0.25 3.90 0.104
## 1059 9.9 0.530 0.57 2.40 0.093
## 1060 8.9 0.480 0.53 4.00 0.101
## 1061 11.6 0.230 0.57 1.80 0.074
## 1062 9.1 0.400 0.50 1.80 0.071
## 1063 8.0 0.380 0.44 1.90 0.098
## 1064 10.2 0.290 0.65 2.40 0.075
## 1065 8.2 0.740 0.09 2.00 0.067
## 1066 7.7 0.610 0.18 2.40 0.083
## 1067 6.6 0.520 0.08 2.40 0.070
## 1068 11.1 0.310 0.53 2.20 0.060
## 1069 11.1 0.310 0.53 2.20 0.060
## 1070 8.0 0.620 0.35 2.80 0.086
## 1071 9.3 0.330 0.45 1.50 0.057
## 1072 7.5 0.770 0.20 8.10 0.098
## 1073 7.2 0.350 0.26 1.80 0.083
## 1074 8.0 0.620 0.33 2.70 0.088
## 1075 7.5 0.770 0.20 8.10 0.098
## 1076 9.1 0.250 0.34 2.00 0.071
## 1077 9.9 0.320 0.56 2.00 0.073
## 1078 8.6 0.370 0.65 6.40 0.080
## 1079 8.6 0.370 0.65 6.40 0.080
## 1080 7.9 0.300 0.68 8.30 0.050
## 1081 10.3 0.270 0.56 1.40 0.047
## 1082 7.9 0.300 0.68 8.30 0.050
## 1083 7.2 0.380 0.30 1.80 0.073
## 1084 8.7 0.420 0.45 2.40 0.072
## 1085 7.2 0.380 0.30 1.80 0.073
## 1086 6.8 0.480 0.08 1.80 0.074
## 1087 8.5 0.340 0.40 4.70 0.055
## 1088 7.9 0.190 0.42 1.60 0.057
## 1089 11.6 0.410 0.54 1.50 0.095
## 1090 11.6 0.410 0.54 1.50 0.095
## 1091 10.0 0.260 0.54 1.90 0.083
## 1092 7.9 0.340 0.42 2.00 0.086
## 1093 7.0 0.540 0.09 2.00 0.081
## 1094 9.2 0.310 0.36 2.20 0.079
## 1095 6.6 0.725 0.09 5.50 0.117
## 1096 9.4 0.400 0.47 2.50 0.087
## 1097 6.6 0.725 0.09 5.50 0.117
## 1098 8.6 0.520 0.38 1.50 0.096
## 1099 8.0 0.310 0.45 2.10 0.216
## 1100 8.6 0.520 0.38 1.50 0.096
## 1101 8.4 0.340 0.42 2.10 0.072
## 1102 7.4 0.490 0.27 2.10 0.071
## 1103 6.1 0.480 0.09 1.70 0.078
## 1104 7.4 0.490 0.27 2.10 0.071
## 1105 8.0 0.480 0.34 2.20 0.073
## 1106 6.3 0.570 0.28 2.10 0.048
## 1107 8.2 0.230 0.42 1.90 0.069
## 1108 9.1 0.300 0.41 2.00 0.068
## 1109 8.1 0.780 0.10 3.30 0.090
## 1110 10.8 0.470 0.43 2.10 0.171
## 1111 8.3 0.530 0.00 1.40 0.070
## 1112 5.4 0.420 0.27 2.00 0.092
## 1113 7.9 0.330 0.41 1.50 0.056
## 1114 8.9 0.240 0.39 1.60 0.074
## 1115 5.0 0.400 0.50 4.30 0.046
## 1116 7.0 0.690 0.07 2.50 0.091
## 1117 7.0 0.690 0.07 2.50 0.091
## 1118 7.0 0.690 0.07 2.50 0.091
## 1119 7.1 0.390 0.12 2.10 0.065
## 1120 5.6 0.660 0.00 2.50 0.066
## 1121 7.9 0.540 0.34 2.50 0.076
## 1122 6.6 0.500 0.00 1.80 0.062
## 1123 6.3 0.470 0.00 1.40 0.055
## 1124 10.7 0.400 0.37 1.90 0.081
## 1125 6.5 0.580 0.00 2.20 0.096
## 1126 8.8 0.240 0.35 1.70 0.055
## 1127 5.8 0.290 0.26 1.70 0.063
## 1128 6.3 0.760 0.00 2.90 0.072
## 1129 10.0 0.430 0.33 2.70 0.095
## 1130 10.5 0.430 0.35 3.30 0.092
## 1131 9.1 0.600 0.00 1.90 0.058
## 1132 5.9 0.190 0.21 1.70 0.045
## 1133 7.4 0.360 0.34 1.80 0.075
## 1134 7.2 0.480 0.07 5.50 0.089
## 1135 8.5 0.280 0.35 1.70 0.061
## 1136 8.0 0.250 0.43 1.70 0.067
## 1137 10.4 0.520 0.45 2.00 0.080
## 1138 10.4 0.520 0.45 2.00 0.080
## 1139 7.5 0.410 0.15 3.70 0.104
## 1140 8.2 0.510 0.24 2.00 0.079
## 1141 7.3 0.400 0.30 1.70 0.080
## 1142 8.2 0.380 0.32 2.50 0.080
## 1143 6.9 0.450 0.11 2.40 0.043
## 1144 7.0 0.220 0.30 1.80 0.065
## 1145 7.3 0.320 0.23 2.30 0.066
## 1146 8.2 0.200 0.43 2.50 0.076
## 1147 7.8 0.500 0.12 1.80 0.178
## 1148 10.0 0.410 0.45 6.20 0.071
## 1149 7.8 0.390 0.42 2.00 0.086
## 1150 10.0 0.350 0.47 2.00 0.061
## 1151 8.2 0.330 0.32 2.80 0.067
## 1152 6.1 0.580 0.23 2.50 0.044
## 1153 8.3 0.600 0.25 2.20 0.118
## 1154 9.6 0.420 0.35 2.10 0.083
## 1155 6.6 0.580 0.00 2.20 0.100
## 1156 8.3 0.600 0.25 2.20 0.118
## 1157 8.5 0.180 0.51 1.75 0.071
## 1158 5.1 0.510 0.18 2.10 0.042
## 1159 6.7 0.410 0.43 2.80 0.076
## 1160 10.2 0.410 0.43 2.20 0.110
## 1161 10.6 0.360 0.57 2.30 0.087
## 1162 8.8 0.450 0.43 1.40 0.076
## 1163 8.5 0.320 0.42 2.30 0.075
## 1164 9.0 0.785 0.24 1.70 0.078
## 1165 9.0 0.785 0.24 1.70 0.078
## 1166 8.5 0.440 0.50 1.90 0.369
## 1167 9.9 0.540 0.26 2.00 0.111
## 1168 8.2 0.330 0.39 2.50 0.074
## 1169 6.5 0.340 0.27 2.80 0.067
## 1170 7.6 0.500 0.29 2.30 0.086
## 1171 9.2 0.360 0.34 1.60 0.062
## 1172 7.1 0.590 0.00 2.20 0.078
## 1173 9.7 0.420 0.46 2.10 0.074
## 1174 7.6 0.360 0.31 1.70 0.079
## 1175 7.6 0.360 0.31 1.70 0.079
## 1176 6.5 0.610 0.00 2.20 0.095
## 1177 6.5 0.880 0.03 5.60 0.079
## 1178 7.1 0.660 0.00 2.40 0.052
## 1179 5.6 0.915 0.00 2.10 0.041
## 1180 8.2 0.350 0.33 2.40 0.076
## 1181 8.2 0.350 0.33 2.40 0.076
## 1182 9.8 0.390 0.43 1.65 0.068
## 1183 10.2 0.400 0.40 2.50 0.068
## 1184 6.8 0.660 0.07 1.60 0.070
## 1185 6.7 0.640 0.23 2.10 0.080
## 1186 7.0 0.430 0.30 2.00 0.085
## 1187 6.6 0.800 0.03 7.80 0.079
## 1188 7.0 0.430 0.30 2.00 0.085
## 1189 6.7 0.640 0.23 2.10 0.080
## 1190 8.8 0.955 0.05 1.80 0.075
## 1191 9.1 0.400 0.57 4.60 0.080
## 1192 6.5 0.885 0.00 2.30 0.166
## 1193 7.2 0.250 0.37 2.50 0.063
## 1194 6.4 0.885 0.00 2.30 0.166
## 1195 7.0 0.745 0.12 1.80 0.114
## 1196 6.2 0.430 0.22 1.80 0.078
## 1197 7.9 0.580 0.23 2.30 0.076
## 1198 7.7 0.570 0.21 1.50 0.069
## 1199 7.7 0.260 0.26 2.00 0.052
## 1200 7.9 0.580 0.23 2.30 0.076
## 1201 7.7 0.570 0.21 1.50 0.069
## 1202 7.9 0.340 0.36 1.90 0.065
## 1203 8.6 0.420 0.39 1.80 0.068
## 1204 9.9 0.740 0.19 5.80 0.111
## 1205 7.2 0.360 0.46 2.10 0.074
## 1206 7.2 0.360 0.46 2.10 0.074
## 1207 7.2 0.360 0.46 2.10 0.074
## 1208 9.9 0.720 0.55 1.70 0.136
## 1209 7.2 0.360 0.46 2.10 0.074
## 1210 6.2 0.390 0.43 2.00 0.071
## 1211 6.8 0.650 0.02 2.10 0.078
## 1212 6.6 0.440 0.15 2.10 0.076
## 1213 6.8 0.650 0.02 2.10 0.078
## 1214 9.6 0.380 0.42 1.90 0.071
## 1215 10.2 0.330 0.46 1.90 0.081
## 1216 8.8 0.270 0.46 2.10 0.095
## 1217 7.9 0.570 0.31 2.00 0.079
## 1218 8.2 0.340 0.37 1.90 0.057
## 1219 8.2 0.400 0.31 1.90 0.082
## 1220 9.0 0.390 0.40 1.30 0.044
## 1221 10.9 0.320 0.52 1.80 0.132
## 1222 10.9 0.320 0.52 1.80 0.132
## 1223 8.1 0.530 0.22 2.20 0.078
## 1224 10.5 0.360 0.47 2.20 0.074
## 1225 12.6 0.390 0.49 2.50 0.080
## 1226 9.2 0.460 0.23 2.60 0.091
## 1227 7.5 0.580 0.03 4.10 0.080
## 1228 9.0 0.580 0.25 2.00 0.104
## 1229 5.1 0.420 0.00 1.80 0.044
## 1230 7.6 0.430 0.29 2.10 0.075
## 1231 7.7 0.180 0.34 2.70 0.066
## 1232 7.8 0.815 0.01 2.60 0.074
## 1233 7.6 0.430 0.29 2.10 0.075
## 1234 10.2 0.230 0.37 2.20 0.057
## 1235 7.1 0.750 0.01 2.20 0.059
## 1236 6.0 0.330 0.32 12.90 0.054
## 1237 7.8 0.550 0.00 1.70 0.070
## 1238 7.1 0.750 0.01 2.20 0.059
## 1239 8.1 0.730 0.00 2.50 0.081
## 1240 6.5 0.670 0.00 4.30 0.057
## 1241 7.5 0.610 0.20 1.70 0.076
## 1242 9.8 0.370 0.39 2.50 0.079
## 1243 9.0 0.400 0.41 2.00 0.058
## 1244 8.3 0.560 0.22 2.40 0.082
## 1245 5.9 0.290 0.25 13.40 0.067
## 1246 7.4 0.550 0.19 1.80 0.082
## 1247 7.4 0.740 0.07 1.70 0.086
## 1248 7.4 0.550 0.19 1.80 0.082
## 1249 6.9 0.410 0.33 2.20 0.081
## 1250 7.1 0.600 0.01 2.30 0.079
## 1251 7.1 0.600 0.01 2.30 0.079
## 1252 7.5 0.580 0.14 2.20 0.077
## 1253 7.1 0.720 0.00 1.80 0.123
## 1254 7.9 0.660 0.00 1.40 0.096
## 1255 7.8 0.700 0.06 1.90 0.079
## 1256 6.1 0.640 0.02 2.40 0.069
## 1257 7.5 0.590 0.22 1.80 0.082
## 1258 7.0 0.580 0.28 4.80 0.085
## 1259 6.8 0.640 0.00 2.70 0.123
## 1260 6.8 0.640 0.00 2.70 0.123
## 1261 8.6 0.635 0.68 1.80 0.403
## 1262 6.3 1.020 0.00 2.00 0.083
## 1263 9.8 0.450 0.38 2.50 0.081
## 1264 8.2 0.780 0.00 2.20 0.089
## 1265 8.5 0.370 0.32 1.80 0.066
## 1266 7.2 0.570 0.05 2.30 0.081
## 1267 7.2 0.570 0.05 2.30 0.081
## 1268 10.4 0.430 0.50 2.30 0.068
## 1269 6.9 0.410 0.31 2.00 0.079
## 1270 5.5 0.490 0.03 1.80 0.044
## 1271 5.0 0.380 0.01 1.60 0.048
## 1272 7.3 0.440 0.20 1.60 0.049
## 1273 5.9 0.460 0.00 1.90 0.077
## 1274 7.5 0.580 0.20 2.00 0.073
## 1275 7.8 0.580 0.13 2.10 0.102
## 1276 8.0 0.715 0.22 2.30 0.075
## 1277 8.5 0.400 0.40 6.30 0.050
## 1278 7.0 0.690 0.00 1.90 0.114
## 1279 8.0 0.715 0.22 2.30 0.075
## 1280 9.8 0.300 0.39 1.70 0.062
## 1281 7.1 0.460 0.20 1.90 0.077
## 1282 7.1 0.460 0.20 1.90 0.077
## 1283 7.9 0.765 0.00 2.00 0.084
## 1284 8.7 0.630 0.28 2.70 0.096
## 1285 7.0 0.420 0.19 2.30 0.071
## 1286 11.3 0.370 0.50 1.80 0.090
## 1287 7.1 0.160 0.44 2.50 0.068
## 1288 8.0 0.600 0.08 2.60 0.056
## 1289 7.0 0.600 0.30 4.50 0.068
## 1290 7.0 0.600 0.30 4.50 0.068
## 1291 7.6 0.740 0.00 1.90 0.100
## 1292 8.2 0.635 0.10 2.10 0.073
## 1293 5.9 0.395 0.13 2.40 0.056
## 1294 7.5 0.755 0.00 1.90 0.084
## 1295 8.2 0.635 0.10 2.10 0.073
## 1296 6.6 0.630 0.00 4.30 0.093
## 1297 6.6 0.630 0.00 4.30 0.093
## 1298 7.2 0.530 0.14 2.10 0.064
## 1299 5.7 0.600 0.00 1.40 0.063
## 1300 7.6 1.580 0.00 2.10 0.137
## 1301 5.2 0.645 0.00 2.15 0.080
## 1302 6.7 0.860 0.07 2.00 0.100
## 1303 9.1 0.370 0.32 2.10 0.064
## 1304 8.0 0.280 0.44 1.80 0.081
## 1305 7.6 0.790 0.21 2.30 0.087
## 1306 7.5 0.610 0.26 1.90 0.073
## 1307 9.7 0.690 0.32 2.50 0.088
## 1308 6.8 0.680 0.09 3.90 0.068
## 1309 9.7 0.690 0.32 2.50 0.088
## 1310 7.0 0.620 0.10 1.40 0.071
## 1311 7.5 0.610 0.26 1.90 0.073
## 1312 6.5 0.510 0.15 3.00 0.064
## 1313 8.0 1.180 0.21 1.90 0.083
## 1314 7.0 0.360 0.21 2.30 0.086
## 1315 7.0 0.360 0.21 2.40 0.086
## 1316 7.5 0.630 0.27 2.00 0.083
## 1317 5.4 0.740 0.00 1.20 0.041
## 1318 9.9 0.440 0.46 2.20 0.091
## 1319 7.5 0.630 0.27 2.00 0.083
## 1320 9.1 0.760 0.68 1.70 0.414
## 1321 9.7 0.660 0.34 2.60 0.094
## 1322 5.0 0.740 0.00 1.20 0.041
## 1323 9.1 0.340 0.42 1.80 0.058
## 1324 9.1 0.360 0.39 1.80 0.060
## 1325 6.7 0.460 0.24 1.70 0.077
## 1326 6.7 0.460 0.24 1.70 0.077
## 1327 6.7 0.460 0.24 1.70 0.077
## 1328 6.7 0.460 0.24 1.70 0.077
## 1329 6.5 0.520 0.11 1.80 0.073
## 1330 7.4 0.600 0.26 2.10 0.083
## 1331 7.4 0.600 0.26 2.10 0.083
## 1332 7.8 0.870 0.26 3.80 0.107
## 1333 8.4 0.390 0.10 1.70 0.075
## 1334 9.1 0.775 0.22 2.20 0.079
## 1335 7.2 0.835 0.00 2.00 0.166
## 1336 6.6 0.580 0.02 2.40 0.069
## 1337 6.0 0.500 0.00 1.40 0.057
## 1338 6.0 0.500 0.00 1.40 0.057
## 1339 6.0 0.500 0.00 1.40 0.057
## 1340 7.5 0.510 0.02 1.70 0.084
## 1341 7.5 0.510 0.02 1.70 0.084
## 1342 7.5 0.510 0.02 1.70 0.084
## 1343 7.6 0.540 0.02 1.70 0.085
## 1344 7.5 0.510 0.02 1.70 0.084
## 1345 11.5 0.420 0.48 2.60 0.077
## 1346 8.2 0.440 0.24 2.30 0.063
## 1347 6.1 0.590 0.01 2.10 0.056
## 1348 7.2 0.655 0.03 1.80 0.078
## 1349 7.2 0.655 0.03 1.80 0.078
## 1350 6.9 0.570 0.00 2.80 0.081
## 1351 9.0 0.600 0.29 2.00 0.069
## 1352 7.2 0.620 0.01 2.30 0.065
## 1353 7.6 0.645 0.03 1.90 0.086
## 1354 7.6 0.645 0.03 1.90 0.086
## 1355 7.2 0.580 0.03 2.30 0.077
## 1356 6.1 0.320 0.25 1.80 0.086
## 1357 6.1 0.340 0.25 1.80 0.084
## 1358 7.3 0.430 0.24 2.50 0.078
## 1359 7.4 0.640 0.17 5.40 0.168
## 1360 11.6 0.475 0.40 1.40 0.091
## 1361 9.2 0.540 0.31 2.30 0.112
## 1362 8.3 0.850 0.14 2.50 0.093
## 1363 11.6 0.475 0.40 1.40 0.091
## 1364 8.0 0.830 0.27 2.00 0.080
## 1365 7.2 0.605 0.02 1.90 0.096
## 1366 7.8 0.500 0.09 2.20 0.115
## 1367 7.3 0.740 0.08 1.70 0.094
## 1368 6.9 0.540 0.30 2.20 0.088
## 1369 8.0 0.770 0.32 2.10 0.079
## 1370 6.6 0.610 0.00 1.60 0.069
## 1371 8.7 0.780 0.51 1.70 0.415
## 1372 7.5 0.580 0.56 3.10 0.153
## 1373 8.7 0.780 0.51 1.70 0.415
## 1374 7.7 0.750 0.27 3.80 0.110
## 1375 6.8 0.815 0.00 1.20 0.267
## 1376 7.2 0.560 0.26 2.00 0.083
## 1377 8.2 0.885 0.20 1.40 0.086
## 1378 5.2 0.490 0.26 2.30 0.090
## 1379 7.2 0.450 0.15 2.00 0.078
## 1380 7.5 0.570 0.02 2.60 0.077
## 1381 7.5 0.570 0.02 2.60 0.077
## 1382 6.8 0.830 0.09 1.80 0.074
## 1383 8.0 0.600 0.22 2.10 0.080
## 1384 8.0 0.600 0.22 2.10 0.080
## 1385 7.1 0.755 0.15 1.80 0.107
## 1386 8.0 0.810 0.25 3.40 0.076
## 1387 7.4 0.640 0.07 1.80 0.100
## 1388 7.4 0.640 0.07 1.80 0.100
## 1389 6.6 0.640 0.31 6.10 0.083
## 1390 6.7 0.480 0.02 2.20 0.080
## 1391 6.0 0.490 0.00 2.30 0.068
## 1392 8.0 0.640 0.22 2.40 0.094
## 1393 7.1 0.620 0.06 1.30 0.070
## 1394 8.0 0.520 0.25 2.00 0.078
## 1395 6.4 0.570 0.14 3.90 0.070
## 1396 8.6 0.685 0.10 1.60 0.092
## 1397 8.7 0.675 0.10 1.60 0.090
## 1398 7.3 0.590 0.26 2.00 0.080
## 1399 7.0 0.600 0.12 2.20 0.083
## 1400 7.2 0.670 0.00 2.20 0.068
## 1401 7.9 0.690 0.21 2.10 0.080
## 1402 7.9 0.690 0.21 2.10 0.080
## 1403 7.6 0.300 0.42 2.00 0.052
## 1404 7.2 0.330 0.33 1.70 0.061
## 1405 8.0 0.500 0.39 2.60 0.082
## 1406 7.7 0.280 0.30 2.00 0.062
## 1407 8.2 0.240 0.34 5.10 0.062
## 1408 6.0 0.510 0.00 2.10 0.064
## 1409 8.1 0.290 0.36 2.20 0.048
## 1410 6.0 0.510 0.00 2.10 0.064
## 1411 6.6 0.960 0.00 1.80 0.082
## 1412 6.4 0.470 0.40 2.40 0.071
## 1413 8.2 0.240 0.34 5.10 0.062
## 1414 9.9 0.570 0.25 2.00 0.104
## 1415 10.0 0.320 0.59 2.20 0.077
## 1416 6.2 0.580 0.00 1.60 0.065
## 1417 10.0 0.320 0.59 2.20 0.077
## 1418 7.3 0.340 0.33 2.50 0.064
## 1419 7.8 0.530 0.01 1.60 0.077
## 1420 7.7 0.640 0.21 2.20 0.077
## 1421 7.8 0.530 0.01 1.60 0.077
## 1422 7.5 0.400 0.18 1.60 0.079
## 1423 7.0 0.540 0.00 2.10 0.079
## 1424 6.4 0.530 0.09 3.90 0.123
## 1425 8.3 0.260 0.37 1.40 0.076
## 1426 8.3 0.260 0.37 1.40 0.076
## 1427 7.7 0.230 0.37 1.80 0.046
## 1428 7.6 0.410 0.33 2.50 0.078
## 1429 7.8 0.640 0.00 1.90 0.072
## 1430 7.9 0.180 0.40 2.20 0.049
## 1431 7.4 0.410 0.24 1.80 0.066
## 1432 7.6 0.430 0.31 2.10 0.069
## 1433 5.9 0.440 0.00 1.60 0.042
## 1434 6.1 0.400 0.16 1.80 0.069
## 1435 10.2 0.540 0.37 15.40 0.214
## 1436 10.2 0.540 0.37 15.40 0.214
## 1437 10.0 0.380 0.38 1.60 0.169
## 1438 6.8 0.915 0.29 4.80 0.070
## 1439 7.0 0.590 0.00 1.70 0.052
## 1440 7.3 0.670 0.02 2.20 0.072
## 1441 7.2 0.370 0.32 2.00 0.062
## 1442 7.4 0.785 0.19 5.20 0.094
## 1443 6.9 0.630 0.02 1.90 0.078
## 1444 6.9 0.580 0.20 1.75 0.058
## 1445 7.3 0.670 0.02 2.20 0.072
## 1446 7.4 0.785 0.19 5.20 0.094
## 1447 6.9 0.630 0.02 1.90 0.078
## 1448 6.8 0.670 0.00 1.90 0.080
## 1449 6.9 0.580 0.01 1.90 0.080
## 1450 7.2 0.380 0.31 2.00 0.056
## 1451 7.2 0.370 0.32 2.00 0.062
## 1452 7.8 0.320 0.44 2.70 0.104
## 1453 6.6 0.580 0.02 2.00 0.062
## 1454 7.6 0.490 0.33 1.90 0.074
## 1455 11.7 0.450 0.63 2.20 0.073
## 1456 6.5 0.900 0.00 1.60 0.052
## 1457 6.0 0.540 0.06 1.80 0.050
## 1458 7.6 0.490 0.33 1.90 0.074
## 1459 8.4 0.290 0.40 1.70 0.067
## 1460 7.9 0.200 0.35 1.70 0.054
## 1461 6.4 0.420 0.09 2.30 0.054
## 1462 6.2 0.785 0.00 2.10 0.060
## 1463 6.8 0.640 0.03 2.30 0.075
## 1464 6.9 0.630 0.01 2.40 0.076
## 1465 6.8 0.590 0.10 1.70 0.063
## 1466 6.8 0.590 0.10 1.70 0.063
## 1467 7.3 0.480 0.32 2.10 0.062
## 1468 6.7 1.040 0.08 2.30 0.067
## 1469 7.3 0.480 0.32 2.10 0.062
## 1470 7.3 0.980 0.05 2.10 0.061
## 1471 10.0 0.690 0.11 1.40 0.084
## 1472 6.7 0.700 0.08 3.75 0.067
## 1473 7.6 0.350 0.60 2.60 0.073
## 1474 6.1 0.600 0.08 1.80 0.071
## 1475 9.9 0.500 0.50 13.80 0.205
## 1476 5.3 0.470 0.11 2.20 0.048
## 1477 9.9 0.500 0.50 13.80 0.205
## 1478 5.3 0.470 0.11 2.20 0.048
## 1479 7.1 0.875 0.05 5.70 0.082
## 1480 8.2 0.280 0.60 3.00 0.104
## 1481 5.6 0.620 0.03 1.50 0.080
## 1482 8.2 0.280 0.60 3.00 0.104
## 1483 7.2 0.580 0.54 2.10 0.114
## 1484 8.1 0.330 0.44 1.50 0.042
## 1485 6.8 0.910 0.06 2.00 0.060
## 1486 7.0 0.655 0.16 2.10 0.074
## 1487 6.8 0.680 0.21 2.10 0.070
## 1488 6.0 0.640 0.05 1.90 0.066
## 1489 5.6 0.540 0.04 1.70 0.049
## 1490 6.2 0.570 0.10 2.10 0.048
## 1491 7.1 0.220 0.49 1.80 0.039
## 1492 5.6 0.540 0.04 1.70 0.049
## 1493 6.2 0.650 0.06 1.60 0.050
## 1494 7.7 0.540 0.26 1.90 0.089
## 1495 6.4 0.310 0.09 1.40 0.066
## 1496 7.0 0.430 0.02 1.90 0.080
## 1497 7.7 0.540 0.26 1.90 0.089
## 1498 6.9 0.740 0.03 2.30 0.054
## 1499 6.6 0.895 0.04 2.30 0.068
## 1500 6.9 0.740 0.03 2.30 0.054
## 1501 7.5 0.725 0.04 1.50 0.076
## 1502 7.8 0.820 0.29 4.30 0.083
## 1503 7.3 0.585 0.18 2.40 0.078
## 1504 6.2 0.440 0.39 2.50 0.077
## 1505 7.5 0.380 0.57 2.30 0.106
## 1506 6.7 0.760 0.02 1.80 0.078
## 1507 6.8 0.810 0.05 2.00 0.070
## 1508 7.5 0.380 0.57 2.30 0.106
## 1509 7.1 0.270 0.60 2.10 0.074
## 1510 7.9 0.180 0.40 1.80 0.062
## 1511 6.4 0.360 0.21 2.20 0.047
## 1512 7.1 0.690 0.04 2.10 0.068
## 1513 6.4 0.790 0.04 2.20 0.061
## 1514 6.4 0.560 0.15 1.80 0.078
## 1515 6.9 0.840 0.21 4.10 0.074
## 1516 6.9 0.840 0.21 4.10 0.074
## 1517 6.1 0.320 0.25 2.30 0.071
## 1518 6.5 0.530 0.06 2.00 0.063
## 1519 7.4 0.470 0.46 2.20 0.114
## 1520 6.6 0.700 0.08 2.60 0.106
## 1521 6.5 0.530 0.06 2.00 0.063
## 1522 6.9 0.480 0.20 1.90 0.082
## 1523 6.1 0.320 0.25 2.30 0.071
## 1524 6.8 0.480 0.25 2.00 0.076
## 1525 6.0 0.420 0.19 2.00 0.075
## 1526 6.7 0.480 0.08 2.10 0.064
## 1527 6.8 0.470 0.08 2.20 0.064
## 1528 7.1 0.530 0.07 1.70 0.071
## 1529 7.9 0.290 0.49 2.20 0.096
## 1530 7.1 0.690 0.08 2.10 0.063
## 1531 6.6 0.440 0.09 2.20 0.063
## 1532 6.1 0.705 0.10 2.80 0.081
## 1533 7.2 0.530 0.13 2.00 0.058
## 1534 8.0 0.390 0.30 1.90 0.074
## 1535 6.6 0.560 0.14 2.40 0.064
## 1536 7.0 0.550 0.13 2.20 0.075
## 1537 6.1 0.530 0.08 1.90 0.077
## 1538 5.4 0.580 0.08 1.90 0.059
## 1539 6.2 0.640 0.09 2.50 0.081
## 1540 7.2 0.390 0.32 1.80 0.065
## 1541 6.2 0.520 0.08 4.40 0.071
## 1542 7.4 0.250 0.29 2.20 0.054
## 1543 6.7 0.855 0.02 1.90 0.064
## 1544 11.1 0.440 0.42 2.20 0.064
## 1545 8.4 0.370 0.43 2.30 0.063
## 1546 6.5 0.630 0.33 1.80 0.059
## 1547 7.0 0.570 0.02 2.00 0.072
## 1548 6.3 0.600 0.10 1.60 0.048
## 1549 11.2 0.400 0.50 2.00 0.099
## 1550 7.4 0.360 0.30 1.80 0.074
## 1551 7.1 0.680 0.00 2.30 0.087
## 1552 7.1 0.670 0.00 2.30 0.083
## 1553 6.3 0.680 0.01 3.70 0.103
## 1554 7.3 0.735 0.00 2.20 0.080
## 1555 6.6 0.855 0.02 2.40 0.062
## 1556 7.0 0.560 0.17 1.70 0.065
## 1557 6.6 0.880 0.04 2.20 0.066
## 1558 6.6 0.855 0.02 2.40 0.062
## 1559 6.9 0.630 0.33 6.70 0.235
## 1560 7.8 0.600 0.26 2.00 0.080
## 1561 7.8 0.600 0.26 2.00 0.080
## 1562 7.8 0.600 0.26 2.00 0.080
## 1563 7.2 0.695 0.13 2.00 0.076
## 1564 7.2 0.695 0.13 2.00 0.076
## 1565 7.2 0.695 0.13 2.00 0.076
## 1566 6.7 0.670 0.02 1.90 0.061
## 1567 6.7 0.160 0.64 2.10 0.059
## 1568 7.2 0.695 0.13 2.00 0.076
## 1569 7.0 0.560 0.13 1.60 0.077
## 1570 6.2 0.510 0.14 1.90 0.056
## 1571 6.4 0.360 0.53 2.20 0.230
## 1572 6.4 0.380 0.14 2.20 0.038
## 1573 7.3 0.690 0.32 2.20 0.069
## 1574 6.0 0.580 0.20 2.40 0.075
## 1575 5.6 0.310 0.78 13.90 0.074
## 1576 7.5 0.520 0.40 2.20 0.060
## 1577 8.0 0.300 0.63 1.60 0.081
## 1578 6.2 0.700 0.15 5.10 0.076
## 1579 6.8 0.670 0.15 1.80 0.118
## 1580 6.2 0.560 0.09 1.70 0.053
## 1581 7.4 0.350 0.33 2.40 0.068
## 1582 6.2 0.560 0.09 1.70 0.053
## 1583 6.1 0.715 0.10 2.60 0.053
## 1584 6.2 0.460 0.29 2.10 0.074
## 1585 6.7 0.320 0.44 2.40 0.061
## 1586 7.2 0.390 0.44 2.60 0.066
## 1587 7.5 0.310 0.41 2.40 0.065
## 1588 5.8 0.610 0.11 1.80 0.066
## 1589 7.2 0.660 0.33 2.50 0.068
## 1590 6.6 0.725 0.20 7.80 0.073
## 1591 6.3 0.550 0.15 1.80 0.077
## 1592 5.4 0.740 0.09 1.70 0.089
## 1593 6.3 0.510 0.13 2.30 0.076
## 1594 6.8 0.620 0.08 1.90 0.068
## 1595 6.2 0.600 0.08 2.00 0.090
## 1596 5.9 0.550 0.10 2.20 0.062
## 1597 6.3 0.510 0.13 2.30 0.076
## 1598 5.9 0.645 0.12 2.00 0.075
## 1599 6.0 0.310 0.47 3.60 0.067
## free.sulfur.dioxide total.sulfur.dioxide density pH sulphates alcohol
## 1 11.0 34.0 0.99780 3.51 0.56 9.400000
## 2 25.0 67.0 0.99680 3.20 0.68 9.800000
## 3 15.0 54.0 0.99700 3.26 0.65 9.800000
## 4 17.0 60.0 0.99800 3.16 0.58 9.800000
## 5 11.0 34.0 0.99780 3.51 0.56 9.400000
## 6 13.0 40.0 0.99780 3.51 0.56 9.400000
## 7 15.0 59.0 0.99640 3.30 0.46 9.400000
## 8 15.0 21.0 0.99460 3.39 0.47 10.000000
## 9 9.0 18.0 0.99680 3.36 0.57 9.500000
## 10 17.0 102.0 0.99780 3.35 0.80 10.500000
## 11 15.0 65.0 0.99590 3.28 0.54 9.200000
## 12 17.0 102.0 0.99780 3.35 0.80 10.500000
## 13 16.0 59.0 0.99430 3.58 0.52 9.900000
## 14 9.0 29.0 0.99740 3.26 1.56 9.100000
## 15 52.0 145.0 0.99860 3.16 0.88 9.200000
## 16 51.0 148.0 0.99860 3.17 0.93 9.200000
## 17 35.0 103.0 0.99690 3.30 0.75 10.500000
## 18 16.0 56.0 0.99680 3.11 1.28 9.300000
## 19 6.0 29.0 0.99740 3.38 0.50 9.000000
## 20 17.0 56.0 0.99690 3.04 1.08 9.200000
## 21 29.0 60.0 0.99680 3.39 0.53 9.400000
## 22 23.0 71.0 0.99820 3.52 0.65 9.700000
## 23 10.0 37.0 0.99660 3.17 0.91 9.500000
## 24 9.0 67.0 0.99680 3.17 0.53 9.400000
## 25 21.0 40.0 0.99680 3.43 0.63 9.700000
## 26 11.0 23.0 0.99550 3.34 0.56 9.300000
## 27 4.0 11.0 0.99620 3.28 0.59 9.500000
## 28 10.0 37.0 0.99660 3.17 0.91 9.500000
## 29 14.0 35.0 0.99720 3.47 0.55 9.400000
## 30 8.0 16.0 0.99640 3.38 0.59 9.800000
## 31 17.0 82.0 0.99580 3.35 0.54 10.100000
## 32 22.0 37.0 0.99660 3.46 0.57 10.600000
## 33 15.0 113.0 0.99660 3.17 0.66 9.800000
## 34 40.0 83.0 0.99930 3.45 0.52 9.400000
## 35 13.0 50.0 0.99570 3.38 0.55 9.200000
## 36 5.0 18.0 0.99860 3.40 0.55 9.600000
## 37 3.0 15.0 0.99750 3.42 0.60 10.800000
## 38 13.0 30.0 0.99680 3.23 0.73 9.700000
## 39 7.0 19.0 0.99400 3.50 0.48 9.800000
## 40 12.0 87.0 0.99780 3.33 0.83 10.500000
## 41 12.0 87.0 0.99780 3.33 0.83 10.500000
## 42 17.0 46.0 0.99760 3.26 0.51 9.300000
## 43 8.0 14.0 0.99680 3.21 0.90 10.500000
## 44 9.0 23.0 0.99680 3.30 1.20 10.300000
## 45 5.0 11.0 0.99620 3.48 0.52 9.500000
## 46 8.0 65.0 0.99340 3.90 0.56 13.100000
## 47 22.0 114.0 0.99700 3.25 0.73 9.200000
## 48 12.0 37.0 0.99690 3.25 0.58 9.500000
## 49 5.0 12.0 0.99580 3.34 0.56 9.200000
## 50 12.0 96.0 0.99540 3.32 0.58 9.200000
## 51 4.0 23.0 0.99710 3.15 0.74 9.200000
## 52 8.0 15.0 0.99560 3.40 0.63 9.400000
## 53 6.0 14.0 0.99550 3.39 0.64 9.400000
## 54 30.0 119.0 0.99700 3.20 0.56 9.400000
## 55 33.0 73.0 0.99550 3.17 0.63 10.200000
## 56 25.0 45.0 0.99780 3.34 0.53 9.500000
## 57 4.0 10.0 0.99710 3.04 0.63 9.600000
## 58 50.0 110.0 0.99830 3.26 0.77 9.400000
## 59 17.0 54.0 0.99750 3.43 0.59 10.000000
## 60 9.0 46.0 0.99620 3.41 0.54 9.400000
## 61 19.0 52.0 0.99800 3.44 0.64 9.200000
## 62 20.0 112.0 0.99680 3.21 0.71 9.300000
## 63 12.0 35.0 0.99680 3.38 0.62 9.500000
## 64 13.0 54.0 0.99660 3.39 0.57 9.800000
## 65 4.0 11.0 0.99620 3.41 0.39 10.900000
## 66 4.0 11.0 0.99620 3.41 0.39 10.900000
## 67 11.0 39.0 0.99680 3.42 0.58 9.600000
## 68 6.0 15.0 0.99620 3.44 0.58 10.700000
## 69 27.0 65.0 0.99690 3.28 0.79 10.700000
## 70 8.0 19.0 0.99620 3.34 0.95 10.500000
## 71 15.0 27.0 0.99670 3.32 0.54 9.500000
## 72 17.0 96.0 0.99620 3.32 0.48 9.500000
## 73 18.0 94.0 0.99610 3.31 0.48 9.500000
## 74 11.0 43.0 0.99760 3.31 0.53 9.200000
## 75 28.0 83.0 0.99840 3.28 0.82 9.600000
## 76 9.0 42.0 0.99860 3.54 0.66 10.500000
## 77 9.0 42.0 0.99860 3.54 0.66 10.500000
## 78 14.0 30.0 0.99660 3.52 0.55 10.700000
## 79 12.0 80.0 0.99580 3.38 0.52 10.100000
## 80 27.0 119.0 0.99720 3.16 1.12 9.100000
## 81 3.0 15.0 0.99580 3.41 0.56 9.200000
## 82 22.0 67.0 0.99740 3.13 1.28 9.400000
## 83 21.0 73.0 0.99700 3.36 0.57 9.100000
## 84 16.0 51.0 0.99690 3.16 1.14 9.400000
## 85 18.0 61.0 0.99590 3.44 0.78 10.300000
## 86 19.0 40.0 0.99610 3.41 0.59 10.100000
## 87 20.0 136.0 0.99720 2.93 1.95 9.900000
## 88 9.0 31.0 0.99660 3.39 0.64 9.600000
## 89 34.0 125.0 0.99780 3.14 1.22 9.500000
## 90 8.0 24.0 0.99780 3.48 0.53 9.000000
## 91 42.0 140.0 0.99640 3.23 0.54 9.500000
## 92 20.0 136.0 0.99720 2.93 1.95 9.900000
## 93 19.0 133.0 0.99720 2.93 1.98 9.800000
## 94 9.0 31.0 0.99660 3.39 0.64 9.600000
## 95 41.0 85.0 0.99380 3.75 0.48 10.500000
## 96 17.0 106.0 0.99320 3.85 0.60 12.900000
## 97 8.0 23.0 0.99650 3.45 0.56 10.700000
## 98 3.0 22.0 0.99630 3.25 0.63 9.200000
## 99 5.0 10.0 0.99670 3.39 0.56 9.800000
## 100 13.0 35.0 0.99720 3.30 0.59 9.000000
## 101 11.0 50.0 0.99720 3.40 0.61 10.200000
## 102 8.0 22.0 0.99590 3.31 0.56 10.400000
## 103 13.0 35.0 0.99720 3.30 0.59 9.000000
## 104 12.0 65.0 0.99670 3.29 0.51 9.200000
## 105 5.0 36.0 0.99600 3.33 0.48 9.400000
## 106 12.0 65.0 0.99670 3.29 0.51 9.200000
## 107 18.0 69.0 0.99730 3.08 1.31 9.300000
## 108 15.0 64.0 0.99690 3.46 0.79 9.300000
## 109 18.0 80.0 0.99760 3.37 0.80 9.600000
## 110 37.0 153.0 0.99690 3.21 0.69 9.300000
## 111 12.0 47.0 0.99640 3.19 0.93 9.500000
## 112 11.0 108.0 0.99640 3.15 0.66 9.800000
## 113 14.0 111.0 0.99640 3.15 0.66 9.800000
## 114 22.0 46.0 0.99880 3.32 0.67 9.700000
## 115 12.0 47.0 0.99640 3.19 0.93 9.500000
## 116 13.0 62.0 0.99660 3.07 0.63 10.500000
## 117 11.0 40.0 0.99780 3.39 0.61 10.000000
## 118 7.0 28.0 0.99700 3.37 0.50 9.400000
## 119 14.0 56.0 0.99620 3.21 0.60 10.900000
## 120 22.0 89.0 0.99590 3.34 0.54 9.200000
## 121 10.0 89.0 0.99620 3.30 0.57 9.000000
## 122 14.0 56.0 0.99620 3.21 0.60 10.900000
## 123 3.0 13.0 0.99800 3.49 0.52 9.200000
## 124 11.0 34.0 0.99760 3.44 0.53 9.500000
## 125 21.0 102.0 0.99600 3.39 0.48 9.500000
## 126 27.0 90.0 0.99840 3.16 0.70 9.400000
## 127 3.0 12.0 0.99640 3.53 0.49 10.900000
## 128 3.0 12.0 0.99640 3.54 0.48 10.900000
## 129 3.0 16.0 0.99620 3.42 0.92 10.500000
## 130 6.0 19.0 0.99550 3.42 0.57 9.400000
## 131 30.0 134.0 0.99680 3.24 0.66 9.400000
## 132 17.0 99.0 0.99370 3.63 0.63 13.000000
## 133 17.0 99.0 0.99370 3.63 0.63 13.000000
## 134 17.0 26.0 0.99520 3.40 0.58 9.800000
## 135 13.0 29.0 0.99590 3.22 0.55 9.900000
## 136 16.0 63.0 0.99650 3.19 0.82 9.600000
## 137 10.0 52.0 0.99680 3.23 0.77 9.500000
## 138 13.0 45.0 0.99720 3.48 0.64 9.200000
## 139 15.0 105.0 0.99620 3.33 0.54 9.500000
## 140 17.0 108.0 0.99620 3.32 0.54 9.500000
## 141 16.0 63.0 0.99650 3.19 0.82 9.600000
## 142 10.0 52.0 0.99680 3.23 0.77 9.500000
## 143 27.0 63.0 0.99160 3.68 0.79 14.000000
## 144 3.0 20.0 0.99540 3.34 0.58 9.400000
## 145 27.0 63.0 0.99160 3.68 0.79 14.000000
## 146 32.0 141.0 0.99680 3.17 0.62 9.400000
## 147 21.0 94.0 0.99440 3.54 0.52 10.000000
## 148 10.0 88.0 0.99680 3.11 0.80 9.300000
## 149 12.0 30.0 0.99590 3.42 0.58 10.200000
## 150 11.0 43.0 0.99750 3.53 0.61 10.500000
## 151 5.0 11.0 0.99580 3.33 0.53 10.300000
## 152 32.0 69.0 0.99960 2.74 2.00 9.400000
## 153 25.0 99.0 0.99500 3.35 0.54 10.100000
## 154 25.0 99.0 0.99500 3.35 0.54 10.100000
## 155 29.0 129.0 0.99730 3.42 0.72 10.500000
## 156 28.0 128.0 0.99730 3.42 0.71 10.500000
## 157 29.0 129.0 0.99730 3.42 0.72 10.500000
## 158 28.0 128.0 0.99730 3.42 0.71 10.500000
## 159 12.0 22.0 0.99690 3.48 0.50 9.300000
## 160 18.0 86.0 0.99680 3.59 0.57 9.300000
## 161 7.0 20.0 0.99590 3.20 0.56 9.600000
## 162 9.0 20.0 0.99650 3.17 1.08 9.200000
## 163 17.0 31.0 0.99640 3.33 0.56 10.000000
## 164 36.0 121.0 0.99820 3.37 0.49 9.400000
## 165 35.0 121.0 0.99810 3.37 0.49 9.400000
## 166 14.0 96.0 0.99610 3.19 0.62 9.500000
## 167 18.0 101.0 0.99560 3.34 0.52 10.200000
## 168 17.0 42.0 0.99560 3.37 0.48 9.000000
## 169 11.0 44.0 0.99530 3.47 0.55 10.400000
## 170 15.0 63.0 0.99640 3.00 1.59 9.500000
## 171 4.0 8.0 0.99720 3.36 0.33 9.100000
## 172 6.0 18.0 0.99720 3.29 0.61 9.200000
## 173 6.0 18.0 0.99720 3.29 0.61 9.200000
## 174 24.0 42.0 0.99610 3.42 0.57 11.500000
## 175 7.0 35.0 0.99610 3.33 0.47 9.500000
## 176 19.0 49.0 0.99580 3.35 0.78 9.500000
## 177 7.0 35.0 0.99610 3.33 0.47 9.500000
## 178 8.0 38.0 0.99720 3.58 0.61 10.500000
## 179 7.0 20.0 0.99690 3.48 0.56 9.600000
## 180 10.0 42.0 0.99690 3.19 0.59 9.500000
## 181 10.0 42.0 0.99690 3.19 0.59 9.500000
## 182 23.0 110.0 0.99720 3.12 1.02 9.300000
## 183 16.0 42.0 0.99720 3.44 0.52 9.300000
## 184 11.0 65.0 0.99710 3.54 0.58 9.300000
## 185 8.0 62.0 0.99700 3.52 0.58 9.300000
## 186 26.0 85.0 0.99710 3.26 0.53 9.700000
## 187 14.0 67.0 0.99720 3.34 0.55 9.200000
## 188 9.0 26.0 0.99760 3.39 0.49 9.700000
## 189 15.0 143.0 0.99680 3.20 0.55 9.500000
## 190 17.0 144.0 0.99680 3.20 0.55 9.500000
## 191 21.0 127.0 0.99760 3.23 0.62 9.400000
## 192 21.0 49.0 0.99740 3.57 0.62 9.800000
## 193 16.0 126.0 0.99690 3.28 0.61 9.500000
## 194 7.0 28.0 0.99640 3.28 0.55 9.700000
## 195 7.0 28.0 0.99640 3.28 0.55 9.700000
## 196 24.0 120.0 0.99680 3.25 0.54 9.400000
## 197 15.0 55.0 0.99680 3.46 0.59 10.200000
## 198 12.0 27.0 0.99810 3.11 0.97 10.100000
## 199 13.0 93.0 0.99240 3.57 0.85 13.000000
## 200 12.0 31.0 0.99480 3.51 0.43 11.400000
## 201 9.0 24.0 0.99695 3.22 0.82 10.300000
## 202 39.0 145.0 0.99750 3.04 1.03 9.300000
## 203 16.0 49.0 0.99545 3.36 0.79 9.500000
## 204 16.0 39.0 0.99610 3.34 0.55 9.200000
## 205 14.0 37.0 0.99615 3.34 0.56 9.200000
## 206 9.0 28.0 0.99940 3.20 0.77 10.800000
## 207 9.0 28.0 0.99940 3.20 0.77 10.800000
## 208 26.0 120.0 0.99625 3.29 0.53 9.300000
## 209 18.0 95.0 0.99660 3.22 0.67 9.400000
## 210 7.0 19.0 0.99800 3.31 0.88 10.500000
## 211 5.0 19.0 0.99585 3.30 0.86 12.400000
## 212 10.0 62.0 0.99685 3.35 0.56 10.000000
## 213 5.0 15.0 0.99800 3.21 0.67 10.200000
## 214 28.0 65.0 0.99590 3.30 0.43 10.100000
## 215 10.0 41.0 0.99740 3.24 0.71 9.800000
## 216 26.0 121.0 0.99740 3.34 0.76 10.500000
## 217 13.0 49.0 0.99620 3.14 0.57 11.000000
## 218 11.0 41.0 0.99670 3.36 0.55 9.100000
## 219 10.0 44.0 0.99570 3.39 0.54 9.700000
## 220 24.0 144.0 0.99655 3.30 0.60 9.500000
## 221 24.0 58.0 0.99640 3.34 0.59 9.400000
## 222 16.0 72.0 0.99570 3.15 0.57 9.400000
## 223 5.0 10.0 0.99525 3.42 0.60 9.500000
## 224 8.0 28.0 0.99815 3.28 0.60 10.000000
## 225 15.0 55.0 0.99745 3.31 0.57 10.400000
## 226 29.0 63.0 0.99615 3.37 0.58 10.500000
## 227 27.0 81.0 0.99640 3.04 1.61 9.500000
## 228 9.0 23.0 0.99840 3.39 0.63 9.800000
## 229 29.0 63.0 0.99615 3.37 0.58 10.500000
## 230 10.0 37.0 0.99685 3.46 0.50 11.000000
## 231 19.0 106.0 0.99270 3.54 0.62 12.200000
## 232 12.0 49.0 0.99625 3.37 0.52 9.900000
## 233 18.0 58.0 0.99800 3.34 0.70 9.600000
## 234 10.0 37.0 0.99685 3.46 0.50 11.000000
## 235 7.0 37.0 0.99685 3.32 0.55 9.000000
## 236 14.0 38.0 0.99675 3.37 0.58 9.000000
## 237 14.0 38.0 0.99675 3.37 0.58 9.000000
## 238 15.0 39.0 0.99675 3.37 0.58 9.200000
## 239 14.0 38.0 0.99675 3.37 0.58 9.000000
## 240 7.0 37.0 0.99685 3.32 0.55 9.000000
## 241 5.0 62.0 0.99710 3.00 1.09 9.300000
## 242 6.0 24.0 0.99925 3.14 0.71 10.900000
## 243 28.0 109.0 0.99565 3.08 0.49 9.800000
## 244 10.0 24.0 1.00005 3.07 0.84 9.200000
## 245 10.0 24.0 1.00005 3.07 0.84 9.200000
## 246 6.0 23.0 0.99830 3.61 0.96 9.900000
## 247 16.0 51.0 0.99685 3.38 0.52 9.500000
## 248 11.0 73.0 0.99630 3.20 0.45 9.300000
## 249 9.0 39.0 0.99615 3.35 0.48 9.800000
## 250 6.0 23.0 0.99830 3.61 0.96 9.900000
## 251 16.0 37.0 0.99850 3.22 0.78 10.000000
## 252 16.0 34.0 0.99720 3.47 0.70 9.900000
## 253 5.0 21.0 0.99860 3.17 0.53 10.500000
## 254 8.0 86.0 0.99590 3.23 0.59 9.500000
## 255 16.0 34.0 0.99720 3.47 0.70 9.900000
## 256 17.0 119.0 0.99675 3.26 0.57 9.300000
## 257 5.0 13.0 0.99800 3.22 0.62 9.200000
## 258 12.0 56.0 0.99680 3.49 0.67 9.200000
## 259 8.0 45.0 0.99680 3.06 1.26 9.400000
## 260 14.0 33.0 0.99965 3.36 0.80 10.500000
## 261 18.0 45.0 0.99625 3.29 0.65 9.300000
## 262 12.0 67.0 0.99565 3.35 0.60 9.400000
## 263 10.0 35.0 0.99575 3.34 0.57 10.000000
## 264 23.0 49.0 0.99630 3.28 0.67 9.300000
## 265 5.0 27.0 0.99990 3.08 0.87 10.900000
## 266 6.0 10.0 0.99680 3.20 0.72 10.200000
## 267 26.0 61.0 1.00025 3.60 0.72 9.800000
## 268 15.0 37.0 0.99730 3.35 0.86 12.800000
## 269 7.0 27.0 0.99870 3.69 0.91 9.400000
## 270 4.0 23.0 0.99960 3.28 0.97 10.100000
## 271 27.0 61.0 0.99650 3.36 0.67 10.700000
## 272 4.0 23.0 0.99960 3.28 0.97 10.100000
## 273 17.0 65.0 0.99935 3.22 0.78 10.100000
## 274 10.0 38.0 0.99735 3.31 0.64 9.400000
## 275 27.0 94.0 0.99915 3.38 0.77 9.400000
## 276 27.0 61.0 0.99650 3.36 0.67 10.700000
## 277 7.0 27.0 0.99870 3.69 0.91 9.400000
## 278 4.0 23.0 0.99960 3.28 0.97 10.100000
## 279 5.0 13.0 0.99760 3.23 0.82 12.600000
## 280 10.0 47.0 0.99910 3.38 0.77 10.500000
## 281 6.0 19.0 0.99860 3.12 0.82 9.300000
## 282 5.0 10.0 0.99720 3.25 1.08 9.900000
## 283 12.0 53.0 0.99710 3.36 0.57 9.100000
## 284 10.0 47.0 0.99910 3.38 0.77 10.500000
## 285 32.0 71.0 1.00015 3.31 0.71 9.800000
## 286 32.0 71.0 1.00015 3.31 0.71 9.800000
## 287 25.0 49.0 0.99970 3.10 0.76 10.300000
## 288 29.0 53.0 0.99670 3.37 0.70 10.300000
## 289 20.0 49.0 0.99760 3.34 0.86 10.600000
## 290 33.0 98.0 1.00100 3.20 0.95 9.200000
## 291 20.0 49.0 0.99760 3.34 0.86 10.600000
## 292 6.0 18.0 0.99790 3.30 0.71 10.500000
## 293 18.0 48.0 0.99940 3.22 0.64 10.300000
## 294 5.0 16.0 0.99640 3.41 0.60 10.100000
## 295 17.0 53.0 1.00140 3.05 0.81 9.500000
## 296 5.0 27.0 1.00010 3.05 0.64 9.500000
## 297 26.0 70.0 0.99810 3.16 0.52 9.900000
## 298 8.0 29.0 0.99855 3.67 0.73 9.600000
## 299 5.0 31.0 0.99930 3.67 0.80 9.700000
## 300 8.0 33.0 0.99845 3.68 0.71 9.600000
## 301 20.0 44.0 0.99650 3.38 0.59 10.700000
## 302 7.0 15.0 0.99730 3.22 0.64 10.100000
## 303 12.0 28.0 0.99940 3.51 0.72 10.000000
## 304 5.0 21.0 0.99600 3.39 0.54 9.500000
## 305 12.0 90.0 0.99730 3.20 0.52 9.200000
## 306 6.0 25.0 0.99980 3.12 0.59 9.300000
## 307 7.0 54.0 0.99660 3.36 0.52 9.400000
## 308 6.0 14.0 0.99940 3.19 0.62 9.500000
## 309 5.0 12.0 0.99940 3.19 0.63 9.500000
## 310 9.0 30.0 0.99680 3.41 0.53 9.500000
## 311 6.0 25.0 0.99980 3.12 0.59 9.300000
## 312 15.0 105.0 0.99600 3.27 0.54 9.400000
## 313 19.0 98.0 0.99815 3.32 0.63 9.500000
## 314 30.0 135.0 0.99760 3.30 0.53 9.400000
## 315 26.0 72.0 0.99645 3.39 0.68 11.000000
## 316 20.0 53.0 0.99620 3.42 0.65 11.000000
## 317 37.0 92.0 0.99960 3.30 0.65 10.100000
## 318 30.0 74.0 0.99865 3.30 0.64 10.400000
## 319 21.0 59.0 0.99890 3.37 0.71 11.500000
## 320 30.0 74.0 0.99865 3.30 0.64 10.400000
## 321 21.0 59.0 0.99890 3.37 0.71 11.500000
## 322 25.0 87.0 0.99975 3.24 0.62 9.700000
## 323 6.0 18.0 0.99735 3.29 0.63 9.300000
## 324 35.0 73.0 0.99900 3.28 0.70 9.500000
## 325 13.0 50.0 1.00150 3.16 0.69 9.200000
## 326 13.0 50.0 1.00150 3.16 0.69 9.200000
## 327 6.0 14.0 0.99780 3.05 0.74 11.500000
## 328 5.0 13.0 0.99800 3.28 0.83 11.500000
## 329 6.0 21.0 1.00020 3.16 0.67 9.700000
## 330 7.0 15.0 0.99810 3.18 0.62 9.500000
## 331 10.0 41.0 0.99800 3.23 0.66 12.500000
## 332 10.0 41.0 0.99800 3.23 0.66 12.500000
## 333 21.0 114.0 0.99730 3.22 0.54 9.400000
## 334 16.0 44.0 0.99580 3.13 0.52 11.000000
## 335 17.0 38.0 0.99630 3.34 0.74 11.700000
## 336 7.0 21.0 0.99920 3.17 0.84 12.200000
## 337 6.0 16.0 0.99480 3.35 0.70 12.500000
## 338 29.0 58.0 0.99740 3.31 0.64 10.300000
## 339 28.0 99.0 1.00080 3.16 1.00 11.500000
## 340 12.0 29.0 0.99970 3.11 1.36 9.800000
## 341 10.0 21.0 1.00000 3.12 1.18 9.200000
## 342 5.0 18.0 0.99720 3.21 0.87 11.300000
## 343 6.0 14.0 0.99820 3.30 0.75 9.800000
## 344 6.0 14.0 0.99820 3.30 0.75 9.800000
## 345 6.0 32.0 1.00060 3.12 0.78 10.700000
## 346 40.0 63.0 0.99790 3.60 0.81 9.900000
## 347 17.0 34.0 0.99550 3.58 0.89 12.300000
## 348 6.0 15.0 0.99860 3.02 0.93 12.000000
## 349 15.0 46.0 0.99790 3.11 0.92 10.000000
## 350 11.0 28.0 0.99940 3.36 0.86 9.400000
## 351 17.0 34.0 1.00040 3.28 0.98 9.900000
## 352 11.0 26.0 0.99940 3.35 0.83 9.400000
## 353 8.0 19.0 0.99740 3.27 0.73 9.300000
## 354 23.0 77.0 1.00180 3.18 0.77 13.000000
## 355 40.5 165.0 0.99120 3.25 0.59 11.900000
## 356 17.0 32.0 0.99550 3.55 0.61 12.800000
## 357 29.0 55.0 1.00010 3.26 0.88 11.000000
## 358 12.0 29.0 0.99700 3.24 0.75 11.700000
## 359 10.0 23.0 1.00000 3.15 0.85 10.400000
## 360 10.0 41.0 1.00100 3.17 0.68 9.800000
## 361 14.0 81.0 0.99730 3.19 0.70 9.400000
## 362 21.0 50.0 0.99820 3.37 0.91 9.900000
## 363 6.0 37.0 0.99920 3.05 0.56 10.000000
## 364 6.0 15.0 0.99880 2.99 0.87 10.200000
## 365 7.0 42.0 1.00220 3.07 0.73 10.000000
## 366 7.0 21.0 0.99790 3.26 0.93 11.800000
## 367 7.0 42.0 1.00220 3.07 0.73 10.000000
## 368 11.0 24.0 1.00000 3.16 0.69 9.000000
## 369 15.0 75.0 0.99980 3.18 0.64 9.400000
## 370 6.0 18.0 0.99620 3.20 1.13 12.000000
## 371 35.0 63.0 0.99750 3.57 0.78 9.900000
## 372 11.0 25.0 0.99670 3.32 0.87 8.700000
## 373 26.0 46.0 0.99670 3.32 1.04 10.600000
## 374 12.0 72.0 0.99590 3.05 0.63 9.200000
## 375 6.0 47.0 1.00140 3.01 0.81 10.800000
## 376 6.0 15.0 0.99840 3.01 0.83 11.800000
## 377 19.0 47.0 1.00030 3.26 1.11 11.000000
## 378 6.0 18.0 0.99620 3.20 1.13 12.000000
## 379 6.0 24.0 0.99880 3.11 0.99 13.300000
## 380 24.0 60.0 0.99790 3.31 0.70 10.800000
## 381 11.0 27.0 0.99740 3.21 0.80 9.400000
## 382 17.0 43.0 1.00140 3.06 0.80 10.000000
## 383 11.0 27.0 0.99740 3.21 0.80 9.400000
## 384 11.0 27.0 0.99740 3.21 0.80 9.400000
## 385 23.0 54.0 0.99800 3.42 0.74 9.200000
## 386 11.0 37.0 0.99790 3.43 0.76 9.700000
## 387 23.0 48.0 0.99810 3.41 0.74 9.200000
## 388 17.0 42.0 0.99720 3.31 0.54 9.600000
## 389 23.0 53.0 0.99810 3.43 0.74 9.200000
## 390 16.0 49.0 0.99820 3.19 0.70 10.000000
## 391 12.0 88.0 0.99240 3.56 0.82 12.900000
## 392 17.0 43.0 1.00140 3.06 0.80 10.000000
## 393 6.0 26.0 0.99800 3.18 0.51 9.500000
## 394 13.0 95.0 0.99700 3.16 0.54 9.100000
## 395 6.0 25.0 0.99970 3.03 0.57 9.900000
## 396 7.0 38.0 1.00040 3.22 0.60 13.000000
## 397 68.0 124.0 0.99940 3.47 0.53 9.900000
## 398 13.0 49.0 0.99880 3.18 0.65 11.000000
## 399 13.0 49.0 0.99880 3.18 0.65 11.000000
## 400 9.0 42.0 0.99630 3.10 0.55 9.400000
## 401 68.0 124.0 0.99940 3.47 0.53 9.900000
## 402 20.0 38.0 0.99490 3.29 0.47 10.800000
## 403 19.0 64.0 1.00000 3.10 0.61 10.500000
## 404 10.0 41.0 0.99940 3.15 0.63 10.500000
## 405 15.0 27.0 0.99740 3.26 0.61 9.100000
## 406 11.0 25.0 0.99660 3.36 0.76 10.100000
## 407 9.0 28.0 0.99810 3.24 0.65 10.800000
## 408 12.0 30.0 0.99960 3.18 0.63 10.800000
## 409 6.0 16.0 0.99700 3.19 0.70 11.300000
## 410 26.0 49.0 0.99810 3.05 0.57 9.600000
## 411 26.0 86.0 0.99870 3.38 0.62 9.500000
## 412 23.0 78.0 0.99870 3.38 0.62 9.500000
## 413 15.0 77.0 0.99660 3.27 0.64 9.300000
## 414 6.0 19.0 0.99860 3.27 0.82 11.700000
## 415 24.0 122.0 0.99820 3.26 0.61 9.500000
## 416 31.0 134.0 1.00140 3.32 1.07 9.300000
## 417 6.0 20.0 0.99700 3.26 0.66 11.700000
## 418 34.0 124.0 0.99560 3.44 0.48 10.500000
## 419 7.0 20.0 0.99960 3.24 0.76 10.400000
## 420 34.0 52.0 0.99760 3.62 0.68 9.900000
## 421 35.0 67.0 0.99720 3.28 0.73 11.800000
## 422 32.0 48.0 0.99520 3.52 0.56 12.300000
## 423 15.0 60.0 0.99550 3.36 0.44 10.900000
## 424 6.0 24.0 0.99780 3.15 0.90 11.000000
## 425 15.0 60.0 0.99550 3.36 0.44 10.900000
## 426 32.0 48.0 0.99520 3.52 0.56 12.300000
## 427 19.0 48.0 0.99490 3.49 0.49 11.400000
## 428 6.0 32.0 0.99880 3.26 0.56 10.600000
## 429 9.0 30.0 0.99780 3.24 0.60 9.300000
## 430 13.0 35.0 0.99970 3.10 0.60 10.400000
## 431 6.0 24.0 0.99780 3.15 0.90 11.000000
## 432 21.0 66.0 0.99740 3.25 0.56 9.200000
## 433 12.0 24.0 0.99580 3.00 0.65 12.800000
## 434 6.0 18.0 1.00040 3.16 0.49 9.500000
## 435 22.0 54.0 0.99960 3.15 0.89 9.900000
## 436 6.0 18.0 1.00040 3.16 0.49 9.500000
## 437 38.0 62.0 0.99580 3.26 0.56 10.200000
## 438 6.0 22.0 0.99860 3.17 0.66 11.200000
## 439 22.0 54.0 0.99960 3.15 0.89 9.900000
## 440 7.0 50.0 0.99510 3.08 0.60 9.300000
## 441 6.0 29.0 0.99870 2.88 0.82 9.800000
## 442 7.0 27.0 0.99880 3.06 0.68 11.300000
## 443 6.0 43.0 1.00320 2.95 0.68 11.200000
## 444 11.0 19.0 0.99630 3.23 0.63 11.600000
## 445 5.0 27.0 0.99340 3.57 0.84 12.500000
## 446 6.0 31.0 0.99860 3.23 0.56 10.100000
## 447 31.0 72.0 0.99960 3.10 0.73 10.500000
## 448 6.0 16.0 0.99680 3.22 0.72 11.200000
## 449 7.0 27.0 0.99670 3.20 0.56 10.200000
## 450 17.0 35.0 0.99940 3.10 0.61 10.800000
## 451 17.0 35.0 0.99940 3.10 0.61 10.800000
## 452 9.0 26.0 0.99790 3.06 1.06 9.100000
## 453 18.0 35.0 0.99680 3.44 0.63 10.000000
## 454 5.0 22.0 0.99980 3.26 0.74 11.200000
## 455 21.0 67.0 0.99520 3.50 0.63 11.100000
## 456 6.0 19.0 0.99880 3.22 0.69 13.400000
## 457 5.0 22.0 0.99860 3.37 0.58 10.300000
## 458 29.0 65.0 0.99880 3.28 0.58 9.600000
## 459 5.0 22.0 0.99980 3.26 0.74 11.200000
## 460 10.0 47.0 1.00080 3.25 0.57 9.000000
## 461 14.0 23.0 0.99760 3.35 0.61 11.300000
## 462 6.0 19.0 0.99820 3.26 0.61 9.300000
## 463 10.0 25.0 0.99700 3.18 0.61 11.800000
## 464 25.0 129.0 0.99720 3.08 0.53 9.000000
## 465 5.0 15.0 0.99870 2.98 0.70 9.200000
## 466 10.0 26.0 1.00060 3.48 0.91 9.700000
## 467 21.0 51.0 0.99820 3.16 0.72 11.500000
## 468 7.0 18.0 0.99470 3.32 0.79 14.000000
## 469 6.0 21.0 1.00000 3.17 0.62 9.200000
## 470 36.0 48.0 0.99520 3.20 0.58 9.800000
## 471 15.0 47.0 0.99960 3.05 0.61 10.600000
## 472 25.0 52.0 0.99700 3.20 0.71 11.400000
## 473 25.0 68.0 0.99950 3.15 0.82 10.400000
## 474 5.0 14.0 0.99710 3.26 0.79 10.600000
## 475 10.0 24.0 0.99820 3.20 0.89 9.400000
## 476 5.0 28.0 0.99880 3.14 0.60 10.200000
## 477 6.0 16.0 0.99800 3.28 0.70 9.700000
## 478 6.0 20.0 0.99770 3.18 1.06 11.000000
## 479 5.0 28.0 0.99880 3.14 0.60 10.200000
## 480 6.0 31.0 0.99840 3.19 0.70 10.100000
## 481 6.0 23.0 1.00260 3.12 0.66 9.200000
## 482 6.0 17.0 0.99640 3.15 0.92 11.700000
## 483 6.0 18.0 0.99860 3.04 1.05 9.400000
## 484 7.0 18.0 0.99860 3.04 1.06 9.400000
## 485 6.0 24.0 0.99700 3.06 0.66 13.400000
## 486 6.0 17.0 0.99760 3.17 0.47 10.000000
## 487 6.0 17.0 0.99760 3.17 0.47 10.000000
## 488 5.0 14.0 0.99820 3.17 0.42 10.000000
## 489 35.0 67.0 1.00020 3.32 0.92 10.800000
## 490 10.0 26.0 0.99840 3.34 0.75 10.200000
## 491 24.0 56.0 0.99840 3.31 0.67 10.600000
## 492 12.0 25.0 0.99520 3.34 0.79 13.300000
## 493 13.0 27.0 0.99500 3.32 0.90 13.400000
## 494 23.0 81.0 1.00020 3.48 0.74 11.600000
## 495 28.0 91.0 0.99520 3.44 0.55 12.100000
## 496 5.0 16.0 0.99720 3.15 0.65 11.000000
## 497 14.0 38.0 0.99840 3.43 0.65 9.000000
## 498 43.0 113.0 0.99660 3.32 0.79 11.100000
## 499 5.0 16.0 0.99720 3.15 0.65 11.000000
## 500 23.0 81.0 1.00020 3.48 0.74 11.600000
## 501 14.0 38.0 0.99840 3.43 0.65 9.000000
## 502 38.0 76.0 0.99900 3.17 0.85 12.000000
## 503 38.0 76.0 0.99900 3.17 0.85 12.000000
## 504 6.0 24.0 0.99760 3.18 1.04 10.900000
## 505 6.0 22.0 0.99760 3.21 1.05 10.800000
## 506 10.0 26.0 0.99680 3.16 0.78 12.500000
## 507 6.0 21.0 0.99760 3.25 1.02 10.800000
## 508 6.0 13.0 1.00000 3.17 0.71 9.500000
## 509 26.0 62.0 0.99940 3.18 0.63 10.200000
## 510 23.0 43.0 0.99860 3.04 0.68 11.400000
## 511 19.0 43.0 0.99780 3.02 0.61 9.500000
## 512 26.0 62.0 0.99940 3.18 0.63 10.200000
## 513 15.0 49.0 0.99800 3.03 0.81 9.700000
## 514 6.0 15.0 0.99730 3.09 0.66 11.800000
## 515 6.0 15.0 0.99730 3.09 0.66 11.800000
## 516 34.0 151.0 1.00100 3.31 1.14 9.300000
## 517 5.0 14.0 1.00100 3.25 0.74 11.900000
## 518 5.0 16.0 0.99940 3.16 0.63 8.400000
## 519 11.0 32.0 0.99720 3.22 0.68 11.700000
## 520 39.0 106.0 0.99660 3.36 0.78 11.000000
## 521 15.0 33.0 0.99820 3.42 0.90 10.000000
## 522 16.0 43.0 0.99800 3.48 0.64 9.100000
## 523 47.0 133.0 0.99790 3.38 0.99 9.800000
## 524 38.0 142.0 0.99780 3.22 0.55 9.400000
## 525 23.0 116.0 0.99760 3.23 0.64 9.500000
## 526 29.0 53.0 0.99980 3.24 0.67 9.900000
## 527 39.0 106.0 0.99660 3.36 0.78 11.000000
## 528 33.0 85.0 0.99620 3.39 0.77 11.400000
## 529 32.0 55.0 0.99880 3.34 0.75 8.700000
## 530 6.0 33.0 0.99740 3.09 0.57 9.400000
## 531 1.0 28.0 0.99900 3.41 0.87 10.300000
## 532 12.0 42.0 1.00040 3.16 0.61 10.300000
## 533 12.0 42.0 1.00040 3.16 0.61 10.300000
## 534 15.0 33.0 0.99560 3.22 0.66 12.800000
## 535 13.0 32.0 1.00000 3.28 0.56 10.000000
## 536 1.0 28.0 0.99900 3.41 0.87 10.300000
## 537 6.0 33.0 0.99740 3.09 0.57 9.400000
## 538 5.0 13.0 0.99720 3.37 0.77 10.700000
## 539 5.0 35.0 1.00140 3.20 0.66 12.000000
## 540 5.0 17.0 0.99960 3.22 0.62 11.200000
## 541 20.0 47.0 0.99880 3.26 0.67 9.600000
## 542 5.0 17.0 0.99880 3.21 0.73 11.000000
## 543 5.0 20.0 0.99660 3.12 0.59 9.900000
## 544 16.0 53.0 0.99930 3.06 0.72 11.000000
## 545 6.0 15.0 1.00080 2.86 0.79 8.400000
## 546 38.0 106.0 0.99820 3.08 0.59 9.100000
## 547 10.0 28.0 0.99830 3.45 0.78 9.500000
## 548 6.0 21.0 0.99870 3.26 0.86 10.700000
## 549 27.0 69.0 0.99940 3.12 0.75 10.400000
## 550 6.0 25.0 0.99750 3.27 0.61 9.400000
## 551 9.0 25.0 0.99580 3.33 0.56 9.500000
## 552 14.0 45.0 0.99800 3.19 0.73 10.000000
## 553 14.0 44.0 0.99800 3.12 0.74 10.000000
## 554 32.0 96.0 0.99340 3.74 0.62 11.500000
## 555 10.0 23.0 1.00315 2.92 0.74 11.100000
## 556 10.0 23.0 1.00315 2.92 0.74 11.100000
## 557 10.0 17.0 1.00020 3.07 0.56 11.700000
## 558 10.0 23.0 1.00315 2.92 0.74 11.100000
## 559 10.0 17.0 1.00020 3.07 0.56 11.700000
## 560 6.0 47.0 1.00210 3.30 0.68 12.700000
## 561 5.0 19.0 0.99940 3.14 0.57 11.400000
## 562 26.0 121.0 0.99780 3.23 0.58 9.200000
## 563 41.0 110.0 0.99820 3.08 0.61 9.200000
## 564 25.0 60.0 0.99710 3.31 0.61 10.100000
## 565 6.0 47.0 1.00210 3.30 0.68 12.700000
## 566 5.0 19.0 0.99940 3.14 0.57 11.400000
## 567 5.0 15.0 0.99910 3.32 0.60 9.000000
## 568 5.0 15.0 0.99910 3.32 0.60 9.000000
## 569 5.0 20.0 0.99900 3.31 0.79 10.700000
## 570 19.0 42.0 0.99460 3.57 0.57 11.700000
## 571 10.0 37.0 1.00030 3.32 0.91 11.000000
## 572 19.0 42.0 0.99460 3.57 0.57 11.700000
## 573 10.0 28.0 0.99780 3.14 0.61 10.400000
## 574 14.0 47.0 0.99910 3.30 0.56 9.600000
## 575 20.0 78.0 0.99920 3.19 0.70 10.000000
## 576 28.0 46.0 0.99930 3.20 0.80 10.200000
## 577 6.0 14.0 0.99780 3.34 0.52 10.000000
## 578 18.0 111.0 0.99820 3.30 0.60 9.500000
## 579 17.0 110.0 0.99820 3.29 0.60 9.800000
## 580 18.0 40.0 0.99760 3.14 0.51 9.800000
## 581 5.0 14.0 1.00020 3.19 0.44 9.600000
## 582 5.0 14.0 1.00020 3.19 0.44 9.600000
## 583 5.0 15.0 1.00000 3.19 0.43 9.200000
## 584 10.0 21.0 0.99760 2.98 0.66 9.900000
## 585 54.0 80.0 1.00020 3.30 0.76 10.700000
## 586 8.0 38.0 0.99800 3.47 0.66 9.600000
## 587 16.0 47.0 0.99860 3.12 1.02 10.600000
## 588 18.0 102.0 0.99670 3.26 0.59 9.300000
## 589 19.0 50.0 0.99170 3.72 0.74 14.000000
## 590 5.0 13.0 0.99760 3.05 0.74 10.500000
## 591 21.0 75.0 0.99870 3.35 0.57 9.700000
## 592 23.0 149.0 0.99220 3.12 0.50 11.500000
## 593 21.0 75.0 0.99870 3.35 0.57 9.700000
## 594 9.0 43.0 1.00040 3.29 0.58 9.000000
## 595 20.0 38.0 0.99780 3.40 0.53 9.500000
## 596 30.0 109.0 0.99980 3.27 0.57 9.300000
## 597 6.0 24.0 0.99940 3.04 0.60 9.300000
## 598 5.0 18.0 0.99800 3.09 0.63 10.000000
## 599 5.0 30.0 0.99670 3.20 0.48 9.800000
## 600 11.0 22.0 1.00000 3.00 0.70 9.300000
## 601 7.0 23.0 0.99620 3.26 0.47 10.000000
## 602 12.0 35.0 1.00060 3.10 0.56 9.000000
## 603 6.0 14.0 0.99750 3.30 0.52 9.300000
## 604 12.0 35.0 1.00060 3.10 0.56 9.000000
## 605 14.0 63.0 0.99840 3.17 0.62 9.100000
## 606 6.0 24.0 0.99840 3.31 0.59 9.200000
## 607 10.0 20.0 0.99730 3.34 0.79 12.200000
## 608 26.0 52.0 0.99820 3.31 0.53 10.500000
## 609 11.0 65.0 1.00260 3.32 0.64 10.400000
## 610 15.0 39.0 0.99560 3.56 0.52 12.700000
## 611 25.0 57.0 0.99830 3.39 0.54 9.200000
## 612 5.0 16.0 1.00060 2.98 0.54 9.400000
## 613 18.0 29.0 0.99650 3.32 0.60 10.000000
## 614 10.0 29.0 0.99620 3.26 0.74 9.800000
## 615 10.0 103.0 0.99690 2.87 1.36 10.200000
## 616 28.0 71.0 0.99970 3.50 0.57 9.700000
## 617 28.0 71.0 0.99970 3.50 0.57 9.700000
## 618 14.0 28.0 0.99820 3.03 0.93 9.800000
## 619 4.0 17.0 1.00060 3.13 0.70 10.200000
## 620 6.0 16.0 0.99880 3.09 0.80 9.300000
## 621 16.0 112.0 0.99760 3.27 0.61 9.400000
## 622 14.0 104.0 0.99760 3.28 0.62 9.400000
## 623 9.0 32.0 0.99740 3.13 0.55 9.500000
## 624 21.0 45.0 0.99740 3.49 0.96 12.100000
## 625 21.0 58.0 0.99970 3.46 0.72 10.200000
## 626 21.0 58.0 0.99970 3.46 0.72 10.200000
## 627 5.0 15.0 0.99880 3.36 0.49 9.100000
## 628 5.0 15.0 0.99880 3.36 0.49 9.100000
## 629 7.0 31.0 0.99760 3.27 0.60 9.300000
## 630 20.0 84.0 0.99640 3.21 0.61 9.300000
## 631 7.0 31.0 0.99760 3.27 0.60 9.300000
## 632 5.0 19.0 0.99880 3.25 0.63 9.500000
## 633 21.0 43.0 0.99640 3.32 0.57 10.500000
## 634 11.0 86.0 1.00100 3.43 0.64 11.300000
## 635 46.0 102.0 0.99640 3.27 0.58 9.500000
## 636 24.0 33.0 0.99540 3.27 0.55 9.700000
## 637 30.0 147.0 0.99790 3.24 0.53 9.400000
## 638 31.0 145.0 0.99780 3.24 0.53 9.400000
## 639 7.0 23.0 0.99640 3.35 0.65 10.200000
## 640 25.0 57.0 0.99700 3.18 1.36 10.300000
## 641 16.0 40.0 0.99910 3.39 0.62 9.400000
## 642 21.0 68.0 0.99920 3.46 0.63 9.500000
## 643 16.0 40.0 0.99910 3.39 0.62 9.400000
## 644 21.0 68.0 0.99920 3.46 0.63 9.500000
## 645 16.0 40.0 0.99910 3.39 0.62 9.400000
## 646 5.0 11.0 0.99840 3.37 0.69 10.100000
## 647 6.0 20.0 0.99720 3.40 0.63 10.100000
## 648 5.0 14.0 0.99670 3.32 0.58 11.000000
## 649 10.0 28.0 0.99640 3.33 0.67 11.200000
## 650 24.0 148.0 0.99480 3.16 0.57 11.300000
## 651 8.0 32.0 0.99860 2.89 0.50 9.600000
## 652 35.0 155.0 1.00100 3.41 0.67 11.200000
## 653 22.0 71.0 0.99760 2.98 0.84 14.900000
## 654 9.0 30.0 0.99760 3.12 0.54 12.000000
## 655 7.0 29.0 0.99790 3.08 0.46 9.500000
## 656 20.0 53.0 1.00040 3.14 0.61 9.400000
## 657 8.0 32.0 0.99860 2.89 0.50 9.600000
## 658 23.0 42.0 0.99800 2.92 0.68 10.500000
## 659 5.0 20.0 0.99730 3.32 0.81 9.600000
## 660 5.0 13.0 0.99700 3.41 0.57 11.000000
## 661 5.0 20.0 0.99730 3.32 0.81 9.600000
## 662 15.0 42.0 0.99780 3.31 0.64 9.000000
## 663 9.0 27.0 0.99720 3.36 0.70 9.600000
## 664 5.0 13.0 0.99740 3.04 0.79 10.200000
## 665 15.0 54.0 1.00000 3.03 0.66 10.200000
## 666 25.0 48.0 0.99810 3.14 0.56 9.700000
## 667 6.0 16.0 0.99800 3.18 0.60 9.500000
## 668 6.0 15.0 0.99880 2.94 0.66 9.200000
## 669 15.0 31.0 0.99660 3.15 0.57 11.000000
## 670 6.0 15.0 0.99880 2.94 0.66 9.200000
## 671 30.0 45.0 0.99590 3.26 0.58 10.000000
## 672 5.0 13.0 0.99680 3.20 0.52 9.500000
## 673 32.0 151.0 0.99800 3.15 0.53 9.500000
## 674 5.0 13.0 0.99680 3.20 0.52 9.500000
## 675 7.0 17.0 0.99840 3.08 0.67 9.300000
## 676 12.0 31.0 0.99840 3.26 0.65 10.200000
## 677 7.0 17.0 0.99840 3.08 0.67 9.300000
## 678 12.0 31.0 0.99790 3.40 0.48 9.900000
## 679 45.0 87.0 0.99830 3.48 0.53 10.000000
## 680 20.0 49.0 0.99720 3.13 0.54 9.600000
## 681 15.0 40.0 1.00040 3.06 0.49 9.000000
## 682 16.0 29.0 0.99620 3.21 0.49 10.200000
## 683 32.0 58.0 0.99800 3.33 0.54 9.800000
## 684 5.0 15.0 0.99700 3.37 0.56 11.300000
## 685 35.0 152.0 0.99800 3.25 0.48 9.400000
## 686 5.0 15.0 0.99700 3.37 0.56 11.300000
## 687 13.0 40.0 0.99700 3.44 0.60 9.100000
## 688 13.0 38.0 0.99980 3.28 0.59 9.700000
## 689 4.0 9.0 0.99620 3.40 0.47 9.400000
## 690 5.0 17.0 0.99760 3.30 1.05 9.400000
## 691 5.0 14.0 0.99660 3.63 0.54 10.700000
## 692 12.0 93.0 0.99980 3.48 0.54 9.800000
## 693 16.0 62.0 0.99790 3.03 1.17 9.000000
## 694 21.0 122.0 0.99840 3.32 0.62 9.400000
## 695 24.0 125.0 0.99840 3.31 0.61 9.400000
## 696 18.0 44.0 0.99210 3.90 0.62 12.800000
## 697 8.0 25.0 0.99720 3.47 0.67 9.500000
## 698 8.0 25.0 0.99720 3.47 0.67 9.500000
## 699 18.0 72.0 1.00010 3.31 0.53 9.700000
## 700 5.0 19.0 0.99860 3.11 0.62 10.800000
## 701 26.0 88.0 0.99840 3.08 0.57 10.100000
## 702 8.0 25.0 0.99720 3.47 0.67 9.500000
## 703 9.0 23.0 0.99700 3.47 0.67 9.400000
## 704 22.0 84.0 0.99720 3.32 0.70 9.600000
## 705 4.0 14.0 0.99800 3.29 0.54 9.700000
## 706 11.0 54.0 0.99900 3.37 0.49 9.900000
## 707 10.0 19.0 0.99560 3.40 0.47 10.000000
## 708 16.0 37.0 0.99660 3.37 0.51 10.500000
## 709 11.0 35.0 0.99600 3.34 0.61 11.600000
## 710 13.0 33.0 0.99830 3.27 0.66 10.000000
## 711 21.0 84.0 0.99850 3.06 0.57 10.100000
## 712 16.0 112.0 0.99980 3.38 0.61 9.500000
## 713 13.0 33.0 0.99920 3.36 0.45 9.400000
## 714 10.0 48.0 0.99760 3.34 0.46 9.400000
## 715 21.0 77.0 0.99800 3.28 0.51 9.800000
## 716 13.0 34.0 0.99670 3.29 0.48 9.200000
## 717 10.0 48.0 0.99760 3.34 0.46 9.400000
## 718 12.0 49.0 0.99680 3.21 0.57 10.000000
## 719 10.0 22.0 0.99760 3.22 0.44 9.600000
## 720 17.0 45.0 0.99760 3.46 0.54 9.500000
## 721 10.0 22.0 0.99760 3.22 0.44 9.600000
## 722 35.0 106.0 0.99820 3.10 0.53 9.200000
## 723 15.0 48.0 0.99680 3.21 0.59 10.000000
## 724 36.0 127.0 0.99650 2.94 1.62 9.500000
## 725 5.0 12.0 0.99580 3.54 0.60 11.200000
## 726 5.0 13.0 0.99760 3.29 0.55 10.400000
## 727 18.0 49.0 0.99940 3.43 0.72 11.100000
## 728 4.0 11.0 0.99700 3.46 0.68 9.500000
## 729 4.0 11.0 0.99700 3.46 0.68 9.500000
## 730 27.0 58.0 0.99500 3.61 0.49 12.700000
## 731 12.0 37.0 0.99820 3.17 0.67 9.600000
## 732 4.0 14.0 0.99940 3.44 0.52 11.500000
## 733 10.0 19.0 0.99660 3.39 0.47 9.600000
## 734 16.0 72.0 0.99800 3.55 0.60 9.500000
## 735 9.0 39.0 0.99870 3.48 0.62 9.300000
## 736 11.0 22.0 0.99630 3.26 0.50 9.500000
## 737 11.0 22.0 0.99630 3.26 0.50 9.500000
## 738 19.0 58.0 1.00020 3.50 0.65 9.300000
## 739 28.0 104.0 0.99830 3.10 0.56 9.200000
## 740 19.0 38.0 0.99900 3.35 0.60 9.300000
## 741 12.0 16.0 0.99650 3.45 0.68 11.500000
## 742 28.0 139.0 0.99788 3.21 0.57 9.500000
## 743 9.0 18.0 0.99720 3.46 0.65 9.200000
## 744 25.0 101.0 1.00024 3.13 0.53 10.000000
## 745 21.0 101.0 1.00010 3.13 0.51 9.500000
## 746 12.0 28.0 0.99768 3.52 0.73 9.500000
## 747 12.0 57.0 0.99780 3.30 0.47 9.000000
## 748 16.0 68.0 0.99782 3.30 0.48 9.400000
## 749 12.0 31.0 0.99761 3.52 0.72 9.600000
## 750 12.0 28.0 0.99768 3.52 0.73 9.500000
## 751 17.0 40.0 0.99803 3.29 0.55 9.500000
## 752 17.0 40.0 0.99803 3.29 0.55 9.500000
## 753 24.0 66.0 0.99785 3.39 0.61 9.400000
## 754 17.0 40.0 0.99803 3.29 0.55 9.500000
## 755 14.0 32.0 0.99656 3.09 1.06 9.100000
## 756 22.0 47.0 0.99525 3.51 0.43 10.700000
## 757 15.0 33.0 0.99488 3.60 0.46 11.200000
## 758 10.0 31.0 0.99656 3.25 0.50 9.800000
## 759 10.0 31.0 0.99656 3.25 0.50 9.800000
## 760 33.0 88.0 0.99823 3.19 0.52 9.200000
## 761 9.0 104.0 0.99779 3.23 0.57 9.700000
## 762 5.0 35.0 0.99738 3.25 0.42 9.600000
## 763 8.0 19.0 0.99701 3.31 0.53 10.000000
## 764 5.0 35.0 0.99738 3.25 0.42 9.600000
## 765 11.0 44.0 0.99888 3.31 0.55 9.500000
## 766 12.0 48.0 0.99888 3.31 0.54 9.500000
## 767 12.0 74.0 0.99738 3.14 0.54 9.400000
## 768 13.0 98.0 0.99938 3.45 0.62 9.500000
## 769 24.0 94.0 0.99744 3.55 0.53 9.700000
## 770 7.0 32.0 0.99668 3.39 0.54 9.600000
## 771 24.0 94.0 0.99744 3.55 0.53 9.700000
## 772 23.0 143.0 0.99780 3.28 0.55 9.400000
## 773 23.0 144.0 0.99782 3.27 0.55 9.400000
## 774 1.0 44.0 0.99730 3.30 0.92 9.500000
## 775 2.0 45.0 0.99727 3.31 0.91 9.500000
## 776 7.0 16.0 0.99586 3.43 0.46 10.000000
## 777 5.5 48.0 0.99612 3.40 0.60 10.300000
## 778 6.0 18.0 0.99610 3.40 0.59 10.300000
## 779 7.0 34.0 0.99788 3.36 0.61 10.500000
## 780 21.0 92.0 0.99745 3.50 0.60 9.800000
## 781 12.0 45.0 0.99676 3.31 0.60 9.400000
## 782 9.0 37.0 0.99732 3.66 0.65 9.800000
## 783 26.0 96.0 0.99814 3.36 0.53 10.000000
## 784 9.0 37.0 0.99732 3.66 0.65 9.800000
## 785 20.0 85.0 0.99746 3.55 0.59 9.800000
## 786 11.0 61.0 0.99820 3.21 0.50 9.500000
## 787 11.0 61.0 0.99820 3.21 0.50 9.500000
## 788 19.0 58.0 0.99910 3.18 0.56 10.100000
## 789 19.0 58.0 0.99910 3.18 0.56 10.100000
## 790 21.0 119.0 0.99800 3.09 0.52 9.300000
## 791 18.0 82.0 0.99708 3.33 0.68 9.700000
## 792 25.0 130.0 0.99818 3.23 0.54 9.600000
## 793 17.0 87.0 0.99745 3.48 0.60 9.700000
## 794 7.0 13.0 0.99639 3.38 0.56 10.800000
## 795 7.0 26.0 0.99531 3.17 0.53 12.500000
## 796 7.0 60.0 0.99786 2.99 1.18 10.200000
## 797 24.0 64.0 0.99746 3.10 0.74 9.600000
## 798 21.0 42.0 0.99526 3.24 0.81 10.800000
## 799 5.0 14.0 0.99870 3.29 0.52 10.700000
## 800 5.0 14.0 0.99870 3.29 0.52 10.700000
## 801 26.0 108.0 0.99641 3.25 0.51 9.400000
## 802 8.0 17.0 0.99735 3.23 0.44 10.000000
## 803 14.0 86.0 0.99264 3.56 0.94 12.900000
## 804 14.0 46.0 0.99710 3.24 0.66 9.600000
## 805 4.0 18.0 0.99682 3.26 0.57 9.900000
## 806 4.0 10.0 0.99356 3.33 0.70 12.800000
## 807 4.0 10.0 0.99386 3.27 0.71 12.500000
## 808 4.0 10.0 0.99356 3.33 0.70 12.800000
## 809 4.0 12.0 0.99702 3.26 0.86 9.200000
## 810 4.0 15.0 0.99693 3.22 0.55 10.300000
## 811 4.0 14.0 0.99562 3.30 0.47 10.500000
## 812 7.0 24.0 1.00012 3.09 0.68 10.900000
## 813 20.0 38.0 0.99818 3.24 0.71 10.800000
## 814 4.0 7.0 0.99462 3.44 0.58 11.400000
## 815 19.0 41.0 0.99939 3.21 0.76 11.300000
## 816 20.0 38.0 0.99818 3.24 0.71 10.800000
## 817 8.0 30.0 0.99840 3.23 0.58 10.500000
## 818 19.0 27.0 0.99545 3.28 0.73 11.900000
## 819 21.0 47.0 0.99632 3.29 0.45 9.400000
## 820 9.0 59.0 0.99976 3.28 0.54 9.600000
## 821 9.0 22.0 0.99606 3.34 0.60 9.700000
## 822 16.0 42.0 0.99154 3.71 0.74 14.000000
## 823 15.0 36.0 0.99730 3.61 0.64 9.800000
## 824 15.0 36.0 0.99730 3.61 0.64 9.800000
## 825 6.0 16.0 0.99682 3.24 0.53 10.300000
## 826 15.0 37.0 0.99624 3.36 0.49 10.700000
## 827 4.0 8.0 0.99510 3.40 0.64 11.000000
## 828 15.0 37.0 0.99624 3.36 0.49 10.700000
## 829 34.0 45.0 0.99417 3.46 0.74 12.700000
## 830 16.0 24.0 0.99376 3.56 0.77 11.100000
## 831 5.0 9.0 0.99632 3.38 0.55 10.900000
## 832 16.0 24.0 0.99376 3.56 0.77 11.100000
## 833 34.0 48.0 0.99832 3.38 0.86 9.900000
## 834 36.0 51.0 0.99836 3.38 0.86 9.900000
## 835 16.0 23.0 0.99694 3.32 0.47 9.400000
## 836 27.0 55.0 0.99655 3.39 0.51 9.300000
## 837 36.0 100.0 0.99064 3.26 0.39 11.700000
## 838 36.0 100.0 0.99064 3.26 0.39 11.700000
## 839 9.0 28.0 0.99672 3.24 0.83 11.200000
## 840 13.0 26.0 0.99647 3.46 0.47 10.000000
## 841 9.0 34.0 0.99736 3.24 0.77 12.100000
## 842 21.0 31.0 0.99629 3.45 0.63 10.300000
## 843 34.0 68.0 0.99708 3.23 0.72 10.900000
## 844 9.0 92.0 0.99630 3.28 0.62 9.400000
## 845 26.0 42.0 0.99590 3.18 0.83 10.600000
## 846 14.0 31.0 0.99689 3.59 0.66 9.800000
## 847 14.0 31.0 0.99689 3.59 0.66 9.800000
## 848 12.0 39.0 0.99770 3.50 0.70 9.900000
## 849 14.0 31.0 0.99689 3.59 0.66 9.800000
## 850 12.0 32.0 0.99689 3.58 0.66 9.800000
## 851 9.0 22.0 0.99708 3.28 0.55 9.500000
## 852 9.0 22.0 0.99708 3.28 0.55 9.500000
## 853 26.0 122.0 0.99801 3.22 1.07 9.700000
## 854 41.0 55.0 0.99652 3.47 0.73 10.900000
## 855 41.0 55.0 0.99652 3.47 0.73 10.900000
## 856 10.0 14.0 0.99538 3.51 0.71 11.700000
## 857 41.0 55.0 0.99652 3.47 0.73 10.900000
## 858 16.0 47.0 0.99594 3.40 0.78 11.300000
## 859 17.0 32.0 0.99686 3.15 0.67 10.600000
## 860 15.0 24.0 0.99438 3.40 0.82 11.200000
## 861 15.0 85.0 0.99746 3.51 0.54 9.500000
## 862 15.0 88.0 0.99357 3.66 0.60 11.500000
## 863 7.0 25.0 0.99628 3.24 0.44 10.400000
## 864 17.0 84.0 0.99746 3.51 0.53 9.700000
## 865 15.0 85.0 0.99746 3.51 0.54 9.500000
## 866 16.0 86.0 0.99748 3.51 0.54 9.700000
## 867 13.0 24.0 0.99438 3.41 0.83 11.300000
## 868 13.0 22.0 0.99438 3.40 0.84 11.200000
## 869 15.0 24.0 0.99438 3.40 0.82 11.200000
## 870 27.0 43.0 0.99578 3.44 0.64 10.900000
## 871 31.0 43.0 0.99371 3.41 0.57 11.800000
## 872 36.0 46.0 0.99522 3.53 0.57 10.600000
## 873 28.0 48.0 0.99576 3.43 0.54 10.000000
## 874 6.0 10.0 0.99552 3.23 0.58 11.100000
## 875 6.0 10.0 0.99664 3.12 0.65 11.800000
## 876 7.0 16.0 0.99614 3.31 0.79 11.800000
## 877 7.0 14.0 0.99517 3.40 0.58 10.900000
## 878 31.0 43.0 0.99371 3.41 0.57 11.800000
## 879 30.0 69.0 0.99787 3.22 0.50 10.000000
## 880 18.0 88.0 0.99745 3.53 0.55 9.500000
## 881 10.0 21.0 0.99576 3.15 0.49 9.900000
## 882 30.0 35.0 0.99533 3.48 0.65 11.400000
## 883 14.0 26.0 0.99536 3.22 0.78 12.000000
## 884 18.0 88.0 0.99745 3.53 0.55 9.500000
## 885 30.0 69.0 0.99787 3.22 0.50 10.000000
## 886 9.0 30.0 0.99824 3.34 0.64 10.500000
## 887 8.0 28.0 0.99836 3.33 0.65 10.400000
## 888 29.0 56.0 0.99577 3.15 0.79 12.100000
## 889 32.0 64.0 0.99491 3.43 0.56 11.200000
## 890 23.0 99.0 1.00289 3.22 0.68 9.300000
## 891 30.0 52.0 0.99576 3.44 0.58 10.100000
## 892 16.0 86.0 0.99743 3.53 0.57 9.700000
## 893 10.0 18.0 0.99774 3.22 0.65 9.300000
## 894 16.0 86.0 0.99743 3.53 0.57 9.700000
## 895 17.0 88.0 0.99745 3.53 0.58 9.800000
## 896 27.0 43.0 0.99550 3.42 0.58 10.700000
## 897 17.0 43.0 0.99444 3.31 0.77 12.500000
## 898 27.0 43.0 0.99550 3.42 0.58 10.700000
## 899 17.0 43.0 0.99444 3.31 0.77 12.500000
## 900 6.0 11.0 0.99892 3.48 0.49 11.000000
## 901 10.0 39.0 0.99562 3.40 0.69 11.800000
## 902 16.0 33.0 0.99736 3.58 0.69 10.800000
## 903 16.0 33.0 0.99736 3.58 0.69 10.800000
## 904 11.0 18.0 0.99620 3.41 0.59 10.800000
## 905 11.0 18.0 0.99620 3.41 0.59 10.800000
## 906 15.0 115.0 0.99800 3.23 0.59 9.500000
## 907 12.0 78.0 0.99640 3.39 0.71 11.000000
## 908 6.0 9.0 0.99480 3.59 0.54 11.500000
## 909 34.0 61.0 0.99528 3.43 0.59 10.800000
## 910 7.0 11.0 0.99331 3.29 0.52 11.500000
## 911 3.0 11.0 0.99577 3.23 0.57 13.200000
## 912 3.0 9.0 0.99901 3.18 0.60 10.900000
## 913 4.0 8.0 0.99674 3.33 0.62 12.200000
## 914 3.0 10.0 0.99639 3.27 0.64 12.200000
## 915 7.0 11.0 0.99331 3.29 0.52 11.500000
## 916 3.0 6.0 0.99512 3.27 0.67 11.900000
## 917 7.0 62.0 0.99395 3.62 0.61 11.000000
## 918 26.0 45.0 0.99824 3.38 0.64 10.100000
## 919 32.0 79.0 0.99640 3.30 0.72 11.000000
## 920 38.0 46.0 0.99504 3.38 0.89 11.800000
## 921 10.0 23.0 0.99786 3.24 0.56 10.500000
## 922 32.0 79.0 0.99640 3.30 0.72 11.000000
## 923 38.0 46.0 0.99504 3.38 0.89 11.800000
## 924 26.0 45.0 0.99824 3.38 0.64 10.100000
## 925 14.0 28.0 0.99516 3.18 0.80 11.200000
## 926 53.0 77.0 0.99604 3.47 0.87 11.000000
## 927 52.0 73.0 0.99786 3.47 0.90 10.200000
## 928 11.0 75.0 0.99736 3.20 0.59 9.200000
## 929 14.0 28.0 0.99516 3.18 0.80 11.200000
## 930 10.0 19.0 0.99468 3.30 0.73 12.000000
## 931 8.0 25.0 0.99746 3.69 0.73 10.500000
## 932 13.0 38.0 0.99748 3.48 0.65 9.800000
## 933 29.0 66.0 0.99710 3.45 0.59 9.500000
## 934 13.0 38.0 0.99748 3.48 0.65 9.800000
## 935 8.0 25.0 0.99746 3.69 0.73 10.500000
## 936 19.0 72.0 0.99543 3.39 0.72 11.800000
## 937 19.0 72.0 0.99543 3.39 0.72 11.800000
## 938 6.0 26.0 0.99791 3.07 0.60 10.400000
## 939 23.0 42.0 0.99356 3.34 0.72 12.900000
## 940 7.0 11.0 0.99425 3.61 0.54 11.400000
## 941 13.0 25.0 0.99509 3.36 0.76 12.400000
## 942 9.0 17.0 0.99484 3.19 0.52 12.500000
## 943 13.0 52.0 0.99834 3.22 0.64 10.000000
## 944 10.0 45.0 0.99864 3.24 0.60 9.700000
## 945 11.0 24.0 0.99498 3.27 0.64 12.100000
## 946 7.0 20.0 0.99566 3.14 0.79 11.100000
## 947 11.0 24.0 0.99745 3.29 0.99 12.000000
## 948 6.0 12.0 0.99408 3.26 0.62 12.400000
## 949 10.0 21.0 0.99552 3.41 0.76 11.900000
## 950 10.0 21.0 0.99552 3.41 0.76 11.900000
## 951 10.0 21.0 0.99552 3.41 0.76 11.900000
## 952 6.0 12.0 0.99408 3.26 0.62 12.400000
## 953 6.0 10.0 0.99536 3.31 0.68 11.200000
## 954 5.0 9.0 0.99458 3.20 0.69 12.100000
## 955 6.0 11.0 0.99538 3.44 0.54 12.200000
## 956 9.0 23.0 0.99648 3.36 0.67 10.400000
## 957 5.0 10.0 0.99568 3.31 0.62 11.300000
## 958 12.0 51.0 0.99613 3.29 0.58 11.100000
## 959 25.0 36.0 0.99519 3.47 0.71 11.300000
## 960 12.0 32.0 0.99735 3.36 0.61 10.000000
## 961 18.0 38.0 0.99518 3.16 0.85 11.100000
## 962 7.0 18.0 0.99592 3.27 0.62 9.300000
## 963 6.0 16.0 0.99654 3.38 0.69 9.500000
## 964 20.0 27.0 0.99546 3.15 0.69 11.200000
## 965 18.0 38.0 0.99518 3.16 0.85 11.100000
## 966 24.0 48.0 0.99554 3.34 0.86 11.000000
## 967 6.0 10.0 0.99604 3.13 0.58 11.900000
## 968 23.0 113.0 0.99733 3.13 0.48 9.200000
## 969 29.0 46.0 0.99430 3.20 0.60 12.200000
## 970 7.0 22.0 0.99669 3.46 0.61 10.200000
## 971 6.0 10.0 0.99724 3.33 0.87 10.900000
## 972 6.0 10.0 0.99724 3.33 0.87 10.900000
## 973 6.0 13.0 0.99643 3.22 0.65 11.600000
## 974 6.0 12.0 0.99605 3.52 0.63 10.700000
## 975 7.0 13.0 0.99658 3.30 0.62 12.100000
## 976 35.0 72.0 0.99700 3.44 0.52 9.400000
## 977 35.0 72.0 0.99700 3.44 0.52 9.400000
## 978 31.0 119.0 0.99801 3.15 0.50 9.100000
## 979 9.0 29.0 0.99416 3.28 0.49 11.300000
## 980 3.0 6.0 0.99690 3.13 0.63 10.400000
## 981 8.0 17.0 0.99774 3.32 0.71 10.500000
## 982 13.0 28.0 0.99712 3.25 0.62 10.000000
## 983 51.0 70.0 0.99418 3.34 0.82 12.900000
## 984 8.0 17.0 0.99774 3.32 0.71 10.500000
## 985 3.0 6.0 0.99690 3.13 0.63 10.400000
## 986 7.0 11.0 0.99562 3.45 0.58 11.300000
## 987 3.0 7.0 0.99470 3.19 0.55 11.400000
## 988 35.0 70.0 0.99693 3.44 0.50 9.400000
## 989 19.0 27.0 0.99596 3.16 0.49 9.400000
## 990 14.0 21.0 0.99556 3.14 0.51 10.900000
## 991 19.0 27.0 0.99596 3.16 0.49 9.400000
## 992 31.0 68.0 0.99694 3.45 0.48 9.400000
## 993 30.0 47.0 0.99554 3.36 0.48 9.400000
## 994 31.0 68.0 0.99694 3.45 0.48 9.400000
## 995 20.0 88.0 0.99918 3.15 0.43 9.400000
## 996 19.0 41.0 0.99697 3.39 0.62 10.100000
## 997 3.0 11.0 0.99378 3.71 0.63 12.800000
## 998 3.0 11.0 0.99378 3.71 0.63 12.800000
## 999 4.0 10.0 0.99554 3.12 0.48 9.100000
## 1000 7.0 12.0 0.99162 3.47 0.53 12.900000
## 1001 6.0 12.0 0.99495 3.44 0.72 11.500000
## 1002 31.0 47.0 0.99676 3.26 0.82 10.600000
## 1003 13.0 27.0 0.99516 3.26 0.84 11.700000
## 1004 4.0 8.0 0.99280 3.36 0.55 12.800000
## 1005 27.0 45.0 0.99603 3.25 0.54 10.300000
## 1006 4.0 8.0 0.99280 3.36 0.55 12.800000
## 1007 13.0 27.0 0.99516 3.26 0.84 11.700000
## 1008 12.0 25.0 0.99516 3.26 0.84 11.700000
## 1009 12.0 24.0 0.99549 3.23 0.70 12.000000
## 1010 26.0 55.0 0.99722 3.18 0.68 10.900000
## 1011 7.0 12.0 0.99354 3.25 0.55 12.300000
## 1012 12.0 19.0 0.99570 3.17 0.55 10.400000
## 1013 11.0 32.0 0.99604 3.23 0.48 10.000000
## 1014 22.0 31.0 0.99635 3.38 0.58 10.000000
## 1015 3.0 7.0 0.99454 3.22 0.58 11.200000
## 1016 14.0 27.0 0.99598 3.06 0.84 11.400000
## 1017 12.0 28.0 0.99486 3.27 0.75 12.600000
## 1018 36.0 109.0 0.99007 2.89 0.44 12.700000
## 1019 36.0 109.0 0.99007 2.89 0.44 12.700000
## 1020 10.0 23.0 0.99636 3.53 0.61 10.400000
## 1021 3.0 8.0 0.99642 3.20 0.53 11.900000
## 1022 3.0 8.0 0.99642 3.20 0.53 11.900000
## 1023 4.0 9.0 0.99584 3.35 0.54 10.500000
## 1024 3.0 9.0 0.99506 3.27 0.55 12.300000
## 1025 12.0 18.0 0.99568 3.32 0.56 10.500000
## 1026 17.0 43.0 0.99822 3.33 0.60 10.400000
## 1027 14.0 36.0 0.99364 3.41 0.56 12.600000
## 1028 28.0 52.0 0.99378 3.49 0.52 11.600000
## 1029 41.0 68.0 0.99586 3.37 0.54 10.100000
## 1030 12.0 18.0 0.99568 3.32 0.56 10.500000
## 1031 9.0 14.0 0.99488 3.42 0.55 11.500000
## 1032 9.0 15.0 0.99514 3.35 0.58 11.000000
## 1033 5.0 14.0 0.99854 3.36 0.53 9.600000
## 1034 14.0 27.0 0.99592 3.30 0.59 10.400000
## 1035 15.0 48.0 0.99739 3.20 0.47 9.700000
## 1036 5.0 17.0 0.99683 3.17 0.65 10.600000
## 1037 26.0 35.0 0.99356 3.22 0.59 12.500000
## 1038 20.0 56.0 0.99672 3.35 0.56 9.200000
## 1039 25.0 42.0 0.99530 3.24 0.77 12.600000
## 1040 21.0 39.0 0.99692 3.33 0.83 11.100000
## 1041 16.0 32.0 0.99756 3.58 0.67 10.200000
## 1042 13.0 26.0 0.99547 3.38 0.64 9.800000
## 1043 21.0 39.0 0.99692 3.33 0.83 11.100000
## 1044 18.0 39.0 0.99859 3.29 0.81 10.900000
## 1045 12.0 53.0 0.99294 3.36 0.62 12.200000
## 1046 32.0 38.0 0.99438 3.32 0.58 11.400000
## 1047 33.0 45.0 0.99612 3.31 0.62 10.700000
## 1048 27.0 51.0 0.99634 3.49 0.64 10.400000
## 1049 3.0 14.0 0.99702 3.27 0.78 10.900000
## 1050 6.0 17.0 0.99704 3.27 0.77 10.800000
## 1051 27.0 51.0 0.99634 3.49 0.64 10.400000
## 1052 16.0 45.0 0.99702 3.03 1.34 9.200000
## 1053 19.0 25.0 0.99258 3.56 0.55 12.900000
## 1054 9.0 20.0 0.99426 3.38 0.77 12.700000
## 1055 5.0 77.0 0.99747 3.13 0.62 9.100000
## 1056 5.0 77.0 0.99747 3.13 0.62 9.100000
## 1057 3.0 10.0 0.99586 3.21 0.59 12.100000
## 1058 28.0 90.0 0.99784 3.15 0.57 9.100000
## 1059 30.0 52.0 0.99710 3.19 0.76 11.600000
## 1060 3.0 10.0 0.99586 3.21 0.59 12.100000
## 1061 3.0 8.0 0.99810 3.14 0.70 9.900000
## 1062 7.0 16.0 0.99462 3.21 0.69 12.500000
## 1063 6.0 15.0 0.99560 3.30 0.64 11.400000
## 1064 6.0 17.0 0.99565 3.22 0.63 11.800000
## 1065 5.0 10.0 0.99418 3.28 0.57 11.800000
## 1066 6.0 20.0 0.99630 3.29 0.60 10.200000
## 1067 13.0 26.0 0.99358 3.40 0.72 12.500000
## 1068 3.0 10.0 0.99572 3.02 0.83 10.900000
## 1069 3.0 10.0 0.99572 3.02 0.83 10.900000
## 1070 28.0 52.0 0.99700 3.31 0.62 10.800000
## 1071 19.0 37.0 0.99498 3.18 0.89 11.100000
## 1072 30.0 92.0 0.99892 3.20 0.58 9.200000
## 1073 33.0 75.0 0.99680 3.40 0.58 9.500000
## 1074 16.0 37.0 0.99720 3.31 0.58 10.700000
## 1075 30.0 92.0 0.99892 3.20 0.58 9.200000
## 1076 45.0 67.0 0.99769 3.44 0.86 10.200000
## 1077 3.0 8.0 0.99534 3.15 0.73 11.400000
## 1078 3.0 8.0 0.99817 3.27 0.58 11.000000
## 1079 3.0 8.0 0.99817 3.27 0.58 11.000000
## 1080 37.5 278.0 0.99316 3.01 0.51 12.300000
## 1081 3.0 8.0 0.99471 3.16 0.51 11.800000
## 1082 37.5 289.0 0.99316 3.01 0.51 12.300000
## 1083 31.0 70.0 0.99685 3.42 0.59 9.500000
## 1084 32.0 59.0 0.99617 3.33 0.77 12.000000
## 1085 31.0 70.0 0.99685 3.42 0.59 9.500000
## 1086 40.0 64.0 0.99529 3.12 0.49 9.600000
## 1087 3.0 9.0 0.99738 3.38 0.66 11.600000
## 1088 18.0 30.0 0.99400 3.29 0.69 11.200000
## 1089 22.0 41.0 0.99735 3.02 0.76 9.900000
## 1090 22.0 41.0 0.99735 3.02 0.76 9.900000
## 1091 42.0 74.0 0.99451 2.98 0.63 11.800000
## 1092 8.0 19.0 0.99546 3.35 0.60 11.400000
## 1093 10.0 16.0 0.99479 3.43 0.59 11.500000
## 1094 11.0 31.0 0.99615 3.33 0.86 12.000000
## 1095 9.0 17.0 0.99655 3.35 0.49 10.800000
## 1096 6.0 20.0 0.99772 3.15 0.50 10.500000
## 1097 9.0 17.0 0.99655 3.35 0.49 10.800000
## 1098 5.0 18.0 0.99666 3.20 0.52 9.400000
## 1099 5.0 16.0 0.99358 3.15 0.81 12.500000
## 1100 5.0 18.0 0.99666 3.20 0.52 9.400000
## 1101 23.0 36.0 0.99392 3.11 0.78 12.400000
## 1102 14.0 25.0 0.99388 3.35 0.63 12.000000
## 1103 18.0 30.0 0.99402 3.45 0.54 11.200000
## 1104 14.0 25.0 0.99388 3.35 0.63 12.000000
## 1105 16.0 25.0 0.99360 3.28 0.66 12.400000
## 1106 13.0 49.0 0.99374 3.41 0.60 12.800000
## 1107 9.0 17.0 0.99376 3.21 0.54 12.300000
## 1108 10.0 24.0 0.99523 3.27 0.85 11.700000
## 1109 4.0 13.0 0.99855 3.36 0.49 9.500000
## 1110 27.0 66.0 0.99820 3.17 0.76 10.800000
## 1111 6.0 14.0 0.99593 3.25 0.64 10.000000
## 1112 23.0 55.0 0.99471 3.78 0.64 12.300000
## 1113 6.0 35.0 0.99396 3.29 0.71 11.000000
## 1114 3.0 10.0 0.99698 3.12 0.59 9.500000
## 1115 29.0 80.0 0.99020 3.49 0.66 13.600000
## 1116 15.0 21.0 0.99572 3.38 0.60 11.300000
## 1117 15.0 21.0 0.99572 3.38 0.60 11.300000
## 1118 15.0 21.0 0.99572 3.38 0.60 11.300000
## 1119 14.0 24.0 0.99252 3.30 0.53 13.300000
## 1120 7.0 15.0 0.99256 3.52 0.58 12.900000
## 1121 8.0 17.0 0.99235 3.20 0.72 13.100000
## 1122 21.0 28.0 0.99352 3.44 0.55 12.300000
## 1123 27.0 33.0 0.99220 3.45 0.48 12.300000
## 1124 17.0 29.0 0.99674 3.12 0.65 11.200000
## 1125 3.0 13.0 0.99557 3.62 0.62 11.500000
## 1126 13.0 27.0 0.99394 3.14 0.59 11.300000
## 1127 3.0 11.0 0.99150 3.39 0.54 13.500000
## 1128 26.0 52.0 0.99379 3.51 0.60 11.500000
## 1129 28.0 89.0 0.99840 3.22 0.68 10.000000
## 1130 24.0 70.0 0.99798 3.21 0.69 10.500000
## 1131 5.0 10.0 0.99770 3.18 0.63 10.400000
## 1132 57.0 135.0 0.99341 3.32 0.44 9.500000
## 1133 18.0 38.0 0.99330 3.38 0.88 13.600000
## 1134 10.0 18.0 0.99684 3.37 0.68 11.200000
## 1135 6.0 15.0 0.99524 3.30 0.74 11.800000
## 1136 22.0 50.0 0.99460 3.38 0.60 11.900000
## 1137 6.0 13.0 0.99774 3.22 0.76 11.400000
## 1138 6.0 13.0 0.99774 3.22 0.76 11.400000
## 1139 29.0 94.0 0.99786 3.14 0.58 9.100000
## 1140 16.0 86.0 0.99764 3.34 0.64 9.500000
## 1141 33.0 79.0 0.99690 3.41 0.65 9.500000
## 1142 24.0 71.0 0.99624 3.27 0.85 11.000000
## 1143 6.0 12.0 0.99354 3.30 0.65 11.400000
## 1144 16.0 20.0 0.99672 3.61 0.82 10.000000
## 1145 35.0 70.0 0.99588 3.43 0.62 10.100000
## 1146 31.0 51.0 0.99672 3.53 0.81 10.400000
## 1147 6.0 21.0 0.99600 3.28 0.87 9.800000
## 1148 6.0 14.0 0.99702 3.21 0.49 11.800000
## 1149 9.0 21.0 0.99526 3.39 0.66 11.600000
## 1150 6.0 11.0 0.99585 3.23 0.52 12.000000
## 1151 4.0 12.0 0.99473 3.30 0.76 12.800000
## 1152 16.0 70.0 0.99352 3.46 0.65 12.500000
## 1153 9.0 38.0 0.99616 3.15 0.53 9.800000
## 1154 17.0 38.0 0.99622 3.23 0.66 11.100000
## 1155 50.0 63.0 0.99544 3.59 0.68 11.400000
## 1156 9.0 38.0 0.99616 3.15 0.53 9.800000
## 1157 45.0 88.0 0.99524 3.33 0.76 11.800000
## 1158 16.0 101.0 0.99240 3.46 0.87 12.900000
## 1159 22.0 54.0 0.99572 3.42 1.16 10.600000
## 1160 11.0 37.0 0.99728 3.16 0.67 10.800000
## 1161 6.0 20.0 0.99676 3.14 0.72 11.100000
## 1162 12.0 21.0 0.99551 3.21 0.75 10.200000
## 1163 12.0 19.0 0.99434 3.14 0.71 11.800000
## 1164 10.0 21.0 0.99692 3.29 0.67 10.000000
## 1165 10.0 21.0 0.99692 3.29 0.67 10.000000
## 1166 15.0 38.0 0.99634 3.01 1.10 9.400000
## 1167 7.0 60.0 0.99709 2.94 0.98 10.200000
## 1168 29.0 48.0 0.99528 3.32 0.88 12.400000
## 1169 8.0 44.0 0.99384 3.21 0.56 12.000000
## 1170 5.0 14.0 0.99502 3.32 0.62 11.500000
## 1171 5.0 12.0 0.99667 3.20 0.67 10.500000
## 1172 26.0 44.0 0.99522 3.42 0.68 10.800000
## 1173 5.0 16.0 0.99649 3.27 0.74 12.300000
## 1174 26.0 65.0 0.99716 3.46 0.62 9.500000
## 1175 26.0 65.0 0.99716 3.46 0.62 9.500000
## 1176 48.0 59.0 0.99541 3.61 0.70 11.500000
## 1177 23.0 47.0 0.99572 3.58 0.50 11.200000
## 1178 6.0 11.0 0.99318 3.35 0.66 12.700000
## 1179 17.0 78.0 0.99346 3.68 0.73 11.400000
## 1180 11.0 47.0 0.99599 3.27 0.81 11.000000
## 1181 11.0 47.0 0.99599 3.27 0.81 11.000000
## 1182 5.0 11.0 0.99478 3.19 0.46 11.400000
## 1183 41.0 54.0 0.99754 3.38 0.86 10.500000
## 1184 16.0 61.0 0.99572 3.29 0.60 9.300000
## 1185 11.0 119.0 0.99538 3.36 0.70 10.900000
## 1186 6.0 39.0 0.99346 3.33 0.46 11.900000
## 1187 6.0 12.0 0.99630 3.52 0.50 12.200000
## 1188 6.0 39.0 0.99346 3.33 0.46 11.900000
## 1189 11.0 119.0 0.99538 3.36 0.70 10.900000
## 1190 5.0 19.0 0.99616 3.30 0.44 9.600000
## 1191 6.0 20.0 0.99652 3.28 0.57 12.500000
## 1192 6.0 12.0 0.99551 3.56 0.51 10.800000
## 1193 11.0 41.0 0.99439 3.52 0.80 12.400000
## 1194 6.0 12.0 0.99551 3.56 0.51 10.800000
## 1195 15.0 64.0 0.99588 3.22 0.59 9.500000
## 1196 21.0 56.0 0.99633 3.52 0.60 9.500000
## 1197 23.0 94.0 0.99686 3.21 0.58 9.500000
## 1198 4.0 9.0 0.99458 3.16 0.54 9.800000
## 1199 19.0 77.0 0.99510 3.15 0.79 10.900000
## 1200 23.0 94.0 0.99686 3.21 0.58 9.500000
## 1201 4.0 9.0 0.99458 3.16 0.54 9.800000
## 1202 5.0 10.0 0.99419 3.27 0.54 11.200000
## 1203 6.0 12.0 0.99516 3.35 0.69 11.700000
## 1204 33.0 76.0 0.99878 3.14 0.55 9.400000
## 1205 24.0 44.0 0.99534 3.40 0.85 11.000000
## 1206 24.0 44.0 0.99534 3.40 0.85 11.000000
## 1207 24.0 44.0 0.99534 3.40 0.85 11.000000
## 1208 24.0 52.0 0.99752 3.35 0.94 10.000000
## 1209 24.0 44.0 0.99534 3.40 0.85 11.000000
## 1210 14.0 24.0 0.99428 3.45 0.87 11.200000
## 1211 8.0 15.0 0.99498 3.35 0.62 10.400000
## 1212 22.0 53.0 0.99570 3.32 0.62 9.300000
## 1213 8.0 15.0 0.99498 3.35 0.62 10.400000
## 1214 5.0 13.0 0.99659 3.15 0.75 10.500000
## 1215 6.0 9.0 0.99628 3.10 0.48 10.400000
## 1216 20.0 29.0 0.99488 3.26 0.56 11.300000
## 1217 10.0 79.0 0.99677 3.29 0.69 9.500000
## 1218 43.0 74.0 0.99408 3.23 0.81 12.000000
## 1219 8.0 24.0 0.99600 3.24 0.69 10.600000
## 1220 25.0 50.0 0.99478 3.20 0.83 10.900000
## 1221 17.0 44.0 0.99734 3.28 0.77 11.500000
## 1222 17.0 44.0 0.99734 3.28 0.77 11.500000
## 1223 33.0 89.0 0.99678 3.26 0.46 9.600000
## 1224 9.0 23.0 0.99638 3.23 0.76 12.000000
## 1225 8.0 20.0 0.99920 3.07 0.82 10.300000
## 1226 18.0 77.0 0.99922 3.15 0.51 9.400000
## 1227 27.0 46.0 0.99592 3.02 0.47 9.200000
## 1228 8.0 21.0 0.99769 3.27 0.72 9.600000
## 1229 18.0 88.0 0.99157 3.68 0.73 13.600000
## 1230 19.0 66.0 0.99718 3.40 0.64 9.500000
## 1231 15.0 58.0 0.99470 3.37 0.78 11.800000
## 1232 48.0 90.0 0.99621 3.38 0.62 10.800000
## 1233 19.0 66.0 0.99718 3.40 0.64 9.500000
## 1234 14.0 36.0 0.99614 3.23 0.49 9.300000
## 1235 11.0 18.0 0.99242 3.39 0.40 12.800000
## 1236 6.0 113.0 0.99572 3.30 0.56 11.500000
## 1237 7.0 17.0 0.99659 3.26 0.64 9.400000
## 1238 11.0 18.0 0.99242 3.39 0.40 12.800000
## 1239 12.0 24.0 0.99798 3.38 0.46 9.600000
## 1240 11.0 20.0 0.99488 3.45 0.56 11.800000
## 1241 36.0 60.0 0.99494 3.10 0.40 9.300000
## 1242 28.0 65.0 0.99729 3.16 0.59 9.800000
## 1243 15.0 40.0 0.99414 3.22 0.60 12.200000
## 1244 10.0 86.0 0.99830 3.37 0.62 9.500000
## 1245 72.0 160.0 0.99721 3.33 0.54 10.300000
## 1246 15.0 34.0 0.99655 3.49 0.68 10.500000
## 1247 15.0 48.0 0.99502 3.12 0.48 10.000000
## 1248 15.0 34.0 0.99655 3.49 0.68 10.500000
## 1249 22.0 36.0 0.99490 3.41 0.75 11.100000
## 1250 24.0 37.0 0.99514 3.40 0.61 10.900000
## 1251 24.0 37.0 0.99514 3.40 0.61 10.900000
## 1252 27.0 60.0 0.99630 3.28 0.59 9.800000
## 1253 6.0 14.0 0.99627 3.45 0.58 9.800000
## 1254 6.0 13.0 0.99569 3.43 0.58 9.500000
## 1255 20.0 35.0 0.99628 3.40 0.69 10.900000
## 1256 26.0 46.0 0.99358 3.47 0.45 11.000000
## 1257 43.0 60.0 0.99499 3.10 0.42 9.200000
## 1258 12.0 69.0 0.99633 3.32 0.70 11.000000
## 1259 15.0 33.0 0.99538 3.44 0.63 11.300000
## 1260 15.0 33.0 0.99538 3.44 0.63 11.300000
## 1261 19.0 56.0 0.99632 3.02 1.15 9.300000
## 1262 17.0 24.0 0.99437 3.59 0.55 11.200000
## 1263 34.0 66.0 0.99726 3.15 0.58 9.800000
## 1264 13.0 26.0 0.99780 3.37 0.46 9.600000
## 1265 26.0 51.0 0.99456 3.38 0.72 11.800000
## 1266 16.0 36.0 0.99564 3.38 0.60 10.300000
## 1267 16.0 36.0 0.99564 3.38 0.60 10.300000
## 1268 13.0 19.0 0.99600 3.10 0.87 11.400000
## 1269 21.0 51.0 0.99668 3.47 0.55 9.500000
## 1270 28.0 87.0 0.99080 3.50 0.82 14.000000
## 1271 26.0 60.0 0.99084 3.70 0.75 14.000000
## 1272 24.0 64.0 0.99350 3.38 0.57 11.700000
## 1273 25.0 44.0 0.99385 3.50 0.53 11.200000
## 1274 34.0 44.0 0.99494 3.10 0.43 9.300000
## 1275 17.0 36.0 0.99440 3.24 0.53 11.200000
## 1276 13.0 81.0 0.99688 3.24 0.54 9.500000
## 1277 3.0 10.0 0.99566 3.28 0.56 12.000000
## 1278 3.0 10.0 0.99636 3.35 0.60 9.700000
## 1279 13.0 81.0 0.99688 3.24 0.54 9.500000
## 1280 3.0 9.0 0.99480 3.14 0.57 11.500000
## 1281 28.0 54.0 0.99560 3.37 0.64 10.400000
## 1282 28.0 54.0 0.99560 3.37 0.64 10.400000
## 1283 9.0 22.0 0.99619 3.33 0.68 10.900000
## 1284 17.0 69.0 0.99734 3.26 0.63 10.200000
## 1285 18.0 36.0 0.99476 3.39 0.56 10.900000
## 1286 20.0 47.0 0.99734 3.15 0.57 10.500000
## 1287 17.0 31.0 0.99328 3.35 0.54 12.400000
## 1288 3.0 7.0 0.99286 3.22 0.37 13.000000
## 1289 20.0 110.0 0.99914 3.30 1.17 10.200000
## 1290 20.0 110.0 0.99914 3.30 1.17 10.200000
## 1291 6.0 12.0 0.99521 3.36 0.59 11.000000
## 1292 25.0 60.0 0.99638 3.29 0.75 10.900000
## 1293 14.0 28.0 0.99362 3.62 0.67 12.400000
## 1294 6.0 12.0 0.99672 3.34 0.49 9.700000
## 1295 25.0 60.0 0.99638 3.29 0.75 10.900000
## 1296 51.0 77.5 0.99558 3.20 0.45 9.500000
## 1297 51.0 77.5 0.99558 3.20 0.45 9.500000
## 1298 15.0 29.0 0.99323 3.35 0.61 12.100000
## 1299 11.0 18.0 0.99191 3.45 0.56 12.200000
## 1300 5.0 9.0 0.99476 3.50 0.40 10.900000
## 1301 15.0 28.0 0.99444 3.78 0.61 12.500000
## 1302 20.0 57.0 0.99598 3.60 0.74 11.700000
## 1303 4.0 15.0 0.99576 3.30 0.80 11.200000
## 1304 28.0 68.0 0.99501 3.36 0.66 11.200000
## 1305 21.0 68.0 0.99550 3.12 0.44 9.200000
## 1306 24.0 88.0 0.99612 3.30 0.53 9.800000
## 1307 22.0 91.0 0.99790 3.29 0.62 10.100000
## 1308 15.0 29.0 0.99524 3.41 0.52 11.100000
## 1309 22.0 91.0 0.99790 3.29 0.62 10.100000
## 1310 27.0 63.0 0.99600 3.28 0.61 9.200000
## 1311 24.0 88.0 0.99612 3.30 0.53 9.800000
## 1312 12.0 27.0 0.99290 3.33 0.59 12.800000
## 1313 14.0 41.0 0.99532 3.34 0.47 10.500000
## 1314 20.0 65.0 0.99558 3.40 0.54 10.100000
## 1315 24.0 69.0 0.99556 3.40 0.53 10.100000
## 1316 17.0 91.0 0.99616 3.26 0.58 9.800000
## 1317 16.0 46.0 0.99258 4.01 0.59 12.500000
## 1318 10.0 41.0 0.99638 3.18 0.69 11.900000
## 1319 17.0 91.0 0.99616 3.26 0.58 9.800000
## 1320 18.0 64.0 0.99652 2.90 1.33 9.100000
## 1321 12.0 88.0 0.99796 3.26 0.66 10.100000
## 1322 16.0 46.0 0.99258 4.01 0.59 12.500000
## 1323 9.0 18.0 0.99392 3.18 0.55 11.400000
## 1324 21.0 55.0 0.99495 3.18 0.82 11.000000
## 1325 18.0 34.0 0.99480 3.39 0.60 10.600000
## 1326 18.0 34.0 0.99480 3.39 0.60 10.600000
## 1327 18.0 34.0 0.99480 3.39 0.60 10.600000
## 1328 18.0 34.0 0.99480 3.39 0.60 10.600000
## 1329 13.0 38.0 0.99550 3.34 0.52 9.300000
## 1330 17.0 91.0 0.99616 3.29 0.56 9.800000
## 1331 17.0 91.0 0.99616 3.29 0.56 9.800000
## 1332 31.0 67.0 0.99668 3.26 0.46 9.200000
## 1333 6.0 25.0 0.99581 3.09 0.43 9.700000
## 1334 12.0 48.0 0.99760 3.18 0.51 9.600000
## 1335 4.0 11.0 0.99608 3.39 0.52 10.000000
## 1336 19.0 40.0 0.99387 3.38 0.66 12.600000
## 1337 15.0 26.0 0.99448 3.36 0.45 9.500000
## 1338 15.0 26.0 0.99448 3.36 0.45 9.500000
## 1339 15.0 26.0 0.99448 3.36 0.45 9.500000
## 1340 13.0 31.0 0.99538 3.36 0.54 10.500000
## 1341 13.0 31.0 0.99538 3.36 0.54 10.500000
## 1342 13.0 31.0 0.99538 3.36 0.54 10.500000
## 1343 17.0 31.0 0.99589 3.37 0.51 10.400000
## 1344 13.0 31.0 0.99538 3.36 0.54 10.500000
## 1345 8.0 20.0 0.99852 3.09 0.53 11.000000
## 1346 10.0 28.0 0.99613 3.25 0.53 10.200000
## 1347 5.0 13.0 0.99472 3.52 0.56 11.400000
## 1348 7.0 12.0 0.99587 3.34 0.39 9.500000
## 1349 7.0 12.0 0.99587 3.34 0.39 9.500000
## 1350 21.0 41.0 0.99518 3.41 0.52 10.800000
## 1351 32.0 73.0 0.99654 3.34 0.57 10.000000
## 1352 8.0 46.0 0.99332 3.32 0.51 11.800000
## 1353 14.0 57.0 0.99690 3.37 0.46 10.300000
## 1354 14.0 57.0 0.99690 3.37 0.46 10.300000
## 1355 7.0 28.0 0.99568 3.35 0.52 10.000000
## 1356 5.0 32.0 0.99464 3.36 0.44 10.100000
## 1357 4.0 28.0 0.99464 3.36 0.44 10.100000
## 1358 27.0 67.0 0.99648 3.60 0.59 11.100000
## 1359 52.0 98.0 0.99736 3.28 0.50 9.500000
## 1360 6.0 28.0 0.99704 3.07 0.65 10.033333
## 1361 11.0 38.0 0.99699 3.24 0.56 10.900000
## 1362 13.0 54.0 0.99724 3.36 0.54 10.100000
## 1363 6.0 28.0 0.99704 3.07 0.65 10.033333
## 1364 11.0 63.0 0.99652 3.29 0.48 9.800000
## 1365 10.0 31.0 0.99500 3.46 0.53 11.800000
## 1366 10.0 42.0 0.99710 3.18 0.62 9.500000
## 1367 10.0 45.0 0.99576 3.24 0.50 9.800000
## 1368 9.0 105.0 0.99725 3.25 1.18 10.500000
## 1369 16.0 74.0 0.99656 3.27 0.50 9.800000
## 1370 4.0 8.0 0.99396 3.33 0.37 10.400000
## 1371 12.0 66.0 0.99623 3.00 1.17 9.200000
## 1372 5.0 14.0 0.99476 3.21 1.03 11.600000
## 1373 12.0 66.0 0.99623 3.00 1.17 9.200000
## 1374 34.0 89.0 0.99664 3.24 0.45 9.300000
## 1375 16.0 29.0 0.99471 3.32 0.51 9.800000
## 1376 13.0 100.0 0.99586 3.26 0.52 9.900000
## 1377 7.0 31.0 0.99460 3.11 0.46 10.000000
## 1378 23.0 74.0 0.99530 3.71 0.62 12.200000
## 1379 10.0 28.0 0.99609 3.29 0.51 9.900000
## 1380 11.0 35.0 0.99557 3.36 0.62 10.800000
## 1381 11.0 35.0 0.99557 3.36 0.62 10.800000
## 1382 4.0 25.0 0.99534 3.38 0.45 9.600000
## 1383 25.0 105.0 0.99613 3.30 0.49 9.900000
## 1384 25.0 105.0 0.99613 3.30 0.49 9.900000
## 1385 20.0 84.0 0.99593 3.19 0.50 9.500000
## 1386 34.0 85.0 0.99668 3.19 0.42 9.200000
## 1387 8.0 23.0 0.99610 3.30 0.58 9.600000
## 1388 8.0 23.0 0.99610 3.30 0.58 9.600000
## 1389 7.0 49.0 0.99718 3.35 0.68 10.300000
## 1390 36.0 111.0 0.99524 3.10 0.53 9.700000
## 1391 15.0 33.0 0.99292 3.58 0.59 12.500000
## 1392 5.0 33.0 0.99612 3.37 0.58 11.000000
## 1393 5.0 12.0 0.99420 3.17 0.48 9.800000
## 1394 19.0 59.0 0.99612 3.30 0.48 10.200000
## 1395 27.0 73.0 0.99669 3.32 0.48 9.200000
## 1396 3.0 12.0 0.99745 3.31 0.65 9.550000
## 1397 4.0 11.0 0.99745 3.31 0.65 9.550000
## 1398 17.0 104.0 0.99584 3.28 0.52 9.900000
## 1399 13.0 28.0 0.99660 3.52 0.62 10.200000
## 1400 10.0 24.0 0.99560 3.42 0.72 11.100000
## 1401 33.0 141.0 0.99620 3.25 0.51 9.900000
## 1402 33.0 141.0 0.99620 3.25 0.51 9.900000
## 1403 6.0 24.0 0.99630 3.44 0.82 11.900000
## 1404 3.0 13.0 0.99600 3.23 1.10 10.000000
## 1405 12.0 46.0 0.99850 3.43 0.62 10.700000
## 1406 18.0 34.0 0.99520 3.28 0.90 11.300000
## 1407 8.0 22.0 0.99740 3.22 0.94 10.900000
## 1408 40.0 54.0 0.99500 3.54 0.93 10.700000
## 1409 35.0 53.0 0.99500 3.27 1.01 12.400000
## 1410 40.0 54.0 0.99500 3.54 0.93 10.700000
## 1411 5.0 16.0 0.99360 3.50 0.44 11.900000
## 1412 8.0 19.0 0.99630 3.56 0.73 10.600000
## 1413 8.0 22.0 0.99740 3.22 0.94 10.900000
## 1414 12.0 89.0 0.99630 3.04 0.90 10.100000
## 1415 3.0 15.0 0.99940 3.20 0.78 9.600000
## 1416 8.0 18.0 0.99660 3.56 0.84 9.400000
## 1417 3.0 15.0 0.99940 3.20 0.78 9.600000
## 1418 21.0 37.0 0.99520 3.35 0.77 12.100000
## 1419 3.0 19.0 0.99500 3.16 0.46 9.800000
## 1420 32.0 133.0 0.99560 3.27 0.45 9.900000
## 1421 3.0 19.0 0.99500 3.16 0.46 9.800000
## 1422 24.0 58.0 0.99650 3.34 0.58 9.400000
## 1423 39.0 55.0 0.99560 3.39 0.84 11.400000
## 1424 14.0 31.0 0.99680 3.50 0.67 11.000000
## 1425 8.0 23.0 0.99740 3.26 0.70 9.600000
## 1426 8.0 23.0 0.99740 3.26 0.70 9.600000
## 1427 23.0 60.0 0.99710 3.41 0.71 12.100000
## 1428 6.0 23.0 0.99570 3.30 0.58 11.200000
## 1429 27.0 55.0 0.99620 3.31 0.63 11.000000
## 1430 38.0 67.0 0.99600 3.33 0.93 11.300000
## 1431 18.0 47.0 0.99560 3.37 0.62 10.400000
## 1432 13.0 74.0 0.99580 3.26 0.54 9.900000
## 1433 3.0 11.0 0.99440 3.48 0.85 11.700000
## 1434 11.0 25.0 0.99550 3.42 0.74 10.100000
## 1435 55.0 95.0 1.00369 3.18 0.77 9.000000
## 1436 55.0 95.0 1.00369 3.18 0.77 9.000000
## 1437 27.0 90.0 0.99914 3.15 0.65 8.500000
## 1438 15.0 39.0 0.99577 3.53 0.54 11.100000
## 1439 3.0 8.0 0.99600 3.41 0.47 10.300000
## 1440 31.0 92.0 0.99566 3.32 0.68 11.066667
## 1441 15.0 28.0 0.99470 3.23 0.73 11.300000
## 1442 19.0 98.0 0.99713 3.16 0.52 9.566667
## 1443 18.0 30.0 0.99712 3.40 0.75 9.800000
## 1444 8.0 22.0 0.99322 3.38 0.49 11.700000
## 1445 31.0 92.0 0.99566 3.32 0.68 11.100000
## 1446 19.0 98.0 0.99713 3.16 0.52 9.600000
## 1447 18.0 30.0 0.99712 3.40 0.75 9.800000
## 1448 22.0 39.0 0.99701 3.40 0.74 9.700000
## 1449 40.0 54.0 0.99683 3.40 0.73 9.700000
## 1450 15.0 29.0 0.99472 3.23 0.76 11.300000
## 1451 15.0 28.0 0.99470 3.23 0.73 11.300000
## 1452 8.0 17.0 0.99732 3.33 0.78 11.000000
## 1453 37.0 53.0 0.99374 3.35 0.76 11.600000
## 1454 27.0 85.0 0.99706 3.41 0.58 9.000000
## 1455 7.0 23.0 0.99974 3.21 0.69 10.900000
## 1456 9.0 17.0 0.99467 3.50 0.63 10.900000
## 1457 38.0 89.0 0.99236 3.30 0.50 10.550000
## 1458 27.0 85.0 0.99706 3.41 0.58 9.000000
## 1459 8.0 20.0 0.99603 3.39 0.60 10.500000
## 1460 7.0 15.0 0.99458 3.32 0.80 11.900000
## 1461 34.0 64.0 0.99724 3.41 0.68 10.400000
## 1462 6.0 13.0 0.99664 3.59 0.61 10.000000
## 1463 14.0 31.0 0.99545 3.36 0.58 10.400000
## 1464 14.0 39.0 0.99522 3.34 0.53 10.800000
## 1465 34.0 53.0 0.99580 3.41 0.67 9.700000
## 1466 34.0 53.0 0.99580 3.41 0.67 9.700000
## 1467 31.0 54.0 0.99728 3.30 0.65 10.000000
## 1468 19.0 32.0 0.99648 3.52 0.57 11.000000
## 1469 31.0 54.0 0.99728 3.30 0.65 10.000000
## 1470 20.0 49.0 0.99705 3.31 0.55 9.700000
## 1471 8.0 24.0 0.99578 2.88 0.47 9.700000
## 1472 8.0 16.0 0.99334 3.43 0.52 12.600000
## 1473 23.0 44.0 0.99656 3.38 0.79 11.100000
## 1474 14.0 45.0 0.99336 3.38 0.54 11.000000
## 1475 48.0 82.0 1.00242 3.16 0.75 8.800000
## 1476 16.0 89.0 0.99182 3.54 0.88 13.566667
## 1477 48.0 82.0 1.00242 3.16 0.75 8.800000
## 1478 16.0 89.0 0.99182 3.54 0.88 13.600000
## 1479 3.0 14.0 0.99808 3.40 0.52 10.200000
## 1480 10.0 22.0 0.99828 3.39 0.68 10.600000
## 1481 6.0 13.0 0.99498 3.66 0.62 10.100000
## 1482 10.0 22.0 0.99828 3.39 0.68 10.600000
## 1483 3.0 9.0 0.99719 3.33 0.57 10.300000
## 1484 6.0 12.0 0.99542 3.35 0.61 10.700000
## 1485 4.0 11.0 0.99592 3.53 0.64 10.900000
## 1486 8.0 25.0 0.99606 3.37 0.55 9.700000
## 1487 9.0 23.0 0.99546 3.38 0.60 10.300000
## 1488 9.0 17.0 0.99496 3.52 0.78 10.600000
## 1489 5.0 13.0 0.99420 3.72 0.58 11.400000
## 1490 4.0 11.0 0.99448 3.44 0.76 10.800000
## 1491 8.0 18.0 0.99344 3.39 0.56 12.400000
## 1492 5.0 13.0 0.99420 3.72 0.58 11.400000
## 1493 6.0 18.0 0.99348 3.57 0.54 11.950000
## 1494 23.0 147.0 0.99636 3.26 0.59 9.700000
## 1495 15.0 28.0 0.99459 3.42 0.70 10.000000
## 1496 15.0 28.0 0.99492 3.35 0.81 10.600000
## 1497 23.0 147.0 0.99636 3.26 0.59 9.700000
## 1498 7.0 16.0 0.99508 3.45 0.63 11.500000
## 1499 7.0 13.0 0.99582 3.53 0.58 10.800000
## 1500 7.0 16.0 0.99508 3.45 0.63 11.500000
## 1501 8.0 15.0 0.99508 3.26 0.53 9.600000
## 1502 21.0 64.0 0.99642 3.16 0.53 9.400000
## 1503 15.0 60.0 0.99638 3.31 0.54 9.800000
## 1504 6.0 14.0 0.99555 3.51 0.69 11.000000
## 1505 5.0 12.0 0.99605 3.36 0.55 11.400000
## 1506 6.0 12.0 0.99600 3.55 0.63 9.950000
## 1507 6.0 14.0 0.99562 3.51 0.66 10.800000
## 1508 5.0 12.0 0.99605 3.36 0.55 11.400000
## 1509 17.0 25.0 0.99814 3.38 0.72 10.600000
## 1510 7.0 20.0 0.99410 3.28 0.70 11.100000
## 1511 26.0 48.0 0.99661 3.47 0.77 9.700000
## 1512 19.0 27.0 0.99712 3.44 0.67 9.800000
## 1513 11.0 17.0 0.99588 3.53 0.65 10.400000
## 1514 17.0 65.0 0.99294 3.33 0.60 10.500000
## 1515 16.0 65.0 0.99842 3.53 0.72 9.233333
## 1516 16.0 65.0 0.99842 3.53 0.72 9.250000
## 1517 23.0 58.0 0.99633 3.42 0.97 10.600000
## 1518 29.0 44.0 0.99489 3.38 0.83 10.300000
## 1519 7.0 20.0 0.99647 3.32 0.63 10.500000
## 1520 14.0 27.0 0.99665 3.44 0.58 10.200000
## 1521 29.0 44.0 0.99489 3.38 0.83 10.300000
## 1522 9.0 23.0 0.99585 3.39 0.43 9.050000
## 1523 23.0 58.0 0.99633 3.42 0.97 10.600000
## 1524 29.0 61.0 0.99530 3.34 0.60 10.400000
## 1525 22.0 47.0 0.99522 3.39 0.78 10.000000
## 1526 18.0 34.0 0.99552 3.33 0.64 9.700000
## 1527 18.0 38.0 0.99553 3.30 0.65 9.600000
## 1528 15.0 24.0 0.99510 3.29 0.66 10.800000
## 1529 21.0 59.0 0.99714 3.31 0.67 10.100000
## 1530 42.0 52.0 0.99608 3.42 0.60 10.200000
## 1531 9.0 18.0 0.99444 3.42 0.69 11.300000
## 1532 13.0 28.0 0.99631 3.60 0.66 10.200000
## 1533 18.0 22.0 0.99573 3.21 0.68 9.900000
## 1534 32.0 84.0 0.99717 3.39 0.61 9.000000
## 1535 13.0 29.0 0.99397 3.42 0.62 11.700000
## 1536 15.0 35.0 0.99590 3.36 0.59 9.700000
## 1537 24.0 45.0 0.99528 3.60 0.68 10.300000
## 1538 20.0 31.0 0.99484 3.50 0.64 10.200000
## 1539 15.0 26.0 0.99538 3.57 0.63 12.000000
## 1540 34.0 60.0 0.99714 3.46 0.78 9.900000
## 1541 11.0 32.0 0.99646 3.56 0.63 11.600000
## 1542 19.0 49.0 0.99666 3.40 0.76 10.900000
## 1543 29.0 38.0 0.99472 3.30 0.56 10.750000
## 1544 14.0 19.0 0.99758 3.25 0.57 10.400000
## 1545 12.0 19.0 0.99550 3.17 0.81 11.200000
## 1546 16.0 28.0 0.99531 3.36 0.64 10.100000
## 1547 17.0 26.0 0.99575 3.36 0.61 10.200000
## 1548 12.0 26.0 0.99306 3.55 0.51 12.100000
## 1549 19.0 50.0 0.99783 3.10 0.58 10.400000
## 1550 17.0 24.0 0.99419 3.24 0.70 11.400000
## 1551 17.0 26.0 0.99783 3.45 0.53 9.500000
## 1552 18.0 27.0 0.99768 3.44 0.54 9.400000
## 1553 32.0 54.0 0.99586 3.51 0.66 11.300000
## 1554 18.0 28.0 0.99765 3.41 0.60 9.400000
## 1555 15.0 23.0 0.99627 3.54 0.60 11.000000
## 1556 15.0 24.0 0.99514 3.44 0.68 10.550000
## 1557 12.0 20.0 0.99636 3.53 0.56 9.900000
## 1558 15.0 23.0 0.99627 3.54 0.60 11.000000
## 1559 66.0 115.0 0.99787 3.22 0.56 9.500000
## 1560 31.0 131.0 0.99622 3.21 0.52 9.900000
## 1561 31.0 131.0 0.99622 3.21 0.52 9.900000
## 1562 31.0 131.0 0.99622 3.21 0.52 9.900000
## 1563 12.0 20.0 0.99546 3.29 0.54 10.100000
## 1564 12.0 20.0 0.99546 3.29 0.54 10.100000
## 1565 12.0 20.0 0.99546 3.29 0.54 10.100000
## 1566 26.0 42.0 0.99489 3.39 0.82 10.900000
## 1567 24.0 52.0 0.99494 3.34 0.71 11.200000
## 1568 12.0 20.0 0.99546 3.29 0.54 10.100000
## 1569 25.0 42.0 0.99629 3.34 0.59 9.200000
## 1570 15.0 34.0 0.99396 3.48 0.57 11.500000
## 1571 19.0 35.0 0.99340 3.37 0.93 12.400000
## 1572 15.0 25.0 0.99514 3.44 0.65 11.100000
## 1573 35.0 104.0 0.99632 3.33 0.51 9.500000
## 1574 15.0 50.0 0.99467 3.58 0.67 12.500000
## 1575 23.0 92.0 0.99677 3.39 0.48 10.500000
## 1576 12.0 20.0 0.99474 3.26 0.64 11.800000
## 1577 16.0 29.0 0.99588 3.30 0.78 10.800000
## 1578 13.0 27.0 0.99622 3.54 0.60 11.900000
## 1579 13.0 20.0 0.99540 3.42 0.67 11.300000
## 1580 24.0 32.0 0.99402 3.54 0.60 11.300000
## 1581 9.0 26.0 0.99470 3.36 0.60 11.900000
## 1582 24.0 32.0 0.99402 3.54 0.60 11.300000
## 1583 13.0 27.0 0.99362 3.57 0.50 11.900000
## 1584 32.0 98.0 0.99578 3.33 0.62 9.800000
## 1585 24.0 34.0 0.99484 3.29 0.80 11.600000
## 1586 22.0 48.0 0.99494 3.30 0.84 11.500000
## 1587 34.0 60.0 0.99492 3.34 0.85 11.400000
## 1588 18.0 28.0 0.99483 3.55 0.66 10.900000
## 1589 34.0 102.0 0.99414 3.27 0.78 12.800000
## 1590 29.0 79.0 0.99770 3.29 0.54 9.200000
## 1591 26.0 35.0 0.99314 3.32 0.82 11.600000
## 1592 16.0 26.0 0.99402 3.67 0.56 11.600000
## 1593 29.0 40.0 0.99574 3.42 0.75 11.000000
## 1594 28.0 38.0 0.99651 3.42 0.82 9.500000
## 1595 32.0 44.0 0.99490 3.45 0.58 10.500000
## 1596 39.0 51.0 0.99512 3.52 0.76 11.200000
## 1597 29.0 40.0 0.99574 3.42 0.75 11.000000
## 1598 32.0 44.0 0.99547 3.57 0.71 10.200000
## 1599 18.0 42.0 0.99549 3.39 0.66 11.000000
## quality
## 1 5
## 2 5
## 3 5
## 4 6
## 5 5
## 6 5
## 7 5
## 8 7
## 9 7
## 10 5
## 11 5
## 12 5
## 13 5
## 14 5
## 15 5
## 16 5
## 17 7
## 18 5
## 19 4
## 20 6
## 21 6
## 22 5
## 23 5
## 24 5
## 25 6
## 26 5
## 27 5
## 28 5
## 29 5
## 30 6
## 31 5
## 32 6
## 33 5
## 34 6
## 35 5
## 36 6
## 37 6
## 38 7
## 39 4
## 40 5
## 41 5
## 42 4
## 43 6
## 44 5
## 45 5
## 46 4
## 47 5
## 48 5
## 49 5
## 50 5
## 51 5
## 52 6
## 53 6
## 54 5
## 55 6
## 56 5
## 57 5
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## 59 5
## 60 6
## 61 5
## 62 5
## 63 7
## 64 5
## 65 5
## 66 5
## 67 5
## 68 5
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## 70 6
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## 75 5
## 76 5
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## 79 5
## 80 4
## 81 5
## 82 5
## 83 5
## 84 5
## 85 6
## 86 5
## 87 6
## 88 5
## 89 5
## 90 5
## 91 5
## 92 6
## 93 5
## 94 5
## 95 4
## 96 6
## 97 5
## 98 5
## 99 5
## 100 6
## 101 6
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## 103 6
## 104 5
## 105 5
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## 109 6
## 110 5
## 111 5
## 112 5
## 113 5
## 114 6
## 115 5
## 116 6
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## 118 6
## 119 6
## 120 6
## 121 5
## 122 6
## 123 5
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## 126 5
## 127 5
## 128 5
## 129 7
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## 131 5
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## 133 5
## 134 6
## 135 6
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## 160 6
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## 183 5
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## 185 6
## 186 5
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## 192 6
## 193 5
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## 195 5
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## 200 4
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## 202 5
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## 208 5
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## 211 6
## 212 6
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## 214 5
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## 216 5
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## 222 5
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## 227 6
## 228 5
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## 231 7
## 232 6
## 233 6
## 234 5
## 235 6
## 236 6
## 237 6
## 238 6
## 239 6
## 240 6
## 241 5
## 242 6
## 243 6
## 244 7
## 245 7
## 246 6
## 247 5
## 248 5
## 249 6
## 250 6
## 251 6
## 252 6
## 253 5
## 254 5
## 255 6
## 256 5
## 257 5
## 258 5
## 259 5
## 260 7
## 261 5
## 262 4
## 263 5
## 264 5
## 265 5
## 266 7
## 267 4
## 268 8
## 269 6
## 270 6
## 271 6
## 272 6
## 273 5
## 274 5
## 275 5
## 276 6
## 277 6
## 278 6
## 279 8
## 280 7
## 281 6
## 282 7
## 283 5
## 284 7
## 285 5
## 286 5
## 287 6
## 288 6
## 289 7
## 290 5
## 291 7
## 292 5
## 293 6
## 294 6
## 295 6
## 296 5
## 297 5
## 298 5
## 299 5
## 300 5
## 301 6
## 302 6
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## 304 5
## 305 5
## 306 6
## 307 5
## 308 6
## 309 6
## 310 6
## 311 6
## 312 6
## 313 6
## 314 5
## 315 5
## 316 6
## 317 5
## 318 6
## 319 7
## 320 6
## 321 7
## 322 5
## 323 5
## 324 6
## 325 6
## 326 6
## 327 7
## 328 5
## 329 6
## 330 5
## 331 6
## 332 6
## 333 6
## 334 5
## 335 7
## 336 7
## 337 6
## 338 5
## 339 6
## 340 7
## 341 6
## 342 6
## 343 6
## 344 6
## 345 6
## 346 5
## 347 7
## 348 6
## 349 6
## 350 6
## 351 6
## 352 6
## 353 5
## 354 5
## 355 6
## 356 6
## 357 5
## 358 7
## 359 7
## 360 6
## 361 5
## 362 6
## 363 5
## 364 5
## 365 7
## 366 6
## 367 7
## 368 5
## 369 5
## 370 7
## 371 5
## 372 6
## 373 6
## 374 5
## 375 6
## 376 7
## 377 6
## 378 7
## 379 6
## 380 6
## 381 6
## 382 6
## 383 6
## 384 6
## 385 5
## 386 6
## 387 6
## 388 6
## 389 6
## 390 7
## 391 8
## 392 6
## 393 5
## 394 5
## 395 5
## 396 7
## 397 5
## 398 6
## 399 6
## 400 5
## 401 5
## 402 6
## 403 6
## 404 6
## 405 5
## 406 6
## 407 6
## 408 7
## 409 6
## 410 4
## 411 6
## 412 5
## 413 5
## 414 7
## 415 5
## 416 5
## 417 6
## 418 5
## 419 6
## 420 5
## 421 7
## 422 7
## 423 5
## 424 7
## 425 5
## 426 7
## 427 6
## 428 6
## 429 5
## 430 6
## 431 7
## 432 5
## 433 6
## 434 5
## 435 6
## 436 5
## 437 6
## 438 6
## 439 6
## 440 5
## 441 8
## 442 6
## 443 7
## 444 7
## 445 7
## 446 6
## 447 5
## 448 5
## 449 6
## 450 6
## 451 6
## 452 6
## 453 6
## 454 7
## 455 5
## 456 8
## 457 5
## 458 5
## 459 7
## 460 3
## 461 6
## 462 5
## 463 5
## 464 5
## 465 6
## 466 5
## 467 6
## 468 6
## 469 6
## 470 5
## 471 5
## 472 6
## 473 6
## 474 5
## 475 6
## 476 5
## 477 5
## 478 6
## 479 5
## 480 6
## 481 5
## 482 8
## 483 5
## 484 5
## 485 6
## 486 5
## 487 5
## 488 6
## 489 7
## 490 6
## 491 6
## 492 7
## 493 7
## 494 6
## 495 6
## 496 8
## 497 6
## 498 5
## 499 8
## 500 6
## 501 6
## 502 7
## 503 7
## 504 7
## 505 7
## 506 7
## 507 7
## 508 6
## 509 6
## 510 7
## 511 5
## 512 6
## 513 6
## 514 7
## 515 7
## 516 5
## 517 6
## 518 3
## 519 6
## 520 5
## 521 6
## 522 5
## 523 5
## 524 5
## 525 5
## 526 5
## 527 5
## 528 6
## 529 6
## 530 5
## 531 6
## 532 5
## 533 5
## 534 6
## 535 6
## 536 6
## 537 5
## 538 6
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## 1599 6## Imprimir la dimension de la base de datos
dim(BD)## [1] 1599 12# Los nombres de la base de datos
names(BD)## [1] "fixed.acidity" "volatile.acidity" "citric.acid"
## [4] "residual.sugar" "chlorides" "free.sulfur.dioxide"
## [7] "total.sulfur.dioxide" "density" "pH"
## [10] "sulphates" "alcohol" "quality"# La cantidad de columnas de la base de datos
columna <- dim(BD)[2]
columna## [1] 12# La composicion de la data
str(BD)## 'data.frame': 1599 obs. of 12 variables:
## $ fixed.acidity : num 7.4 7.8 7.8 11.2 7.4 7.4 7.9 7.3 7.8 7.5 ...
## $ volatile.acidity : num 0.7 0.88 0.76 0.28 0.7 0.66 0.6 0.65 0.58 0.5 ...
## $ citric.acid : num 0 0 0.04 0.56 0 0 0.06 0 0.02 0.36 ...
## $ residual.sugar : num 1.9 2.6 2.3 1.9 1.9 1.8 1.6 1.2 2 6.1 ...
## $ chlorides : num 0.076 0.098 0.092 0.075 0.076 0.075 0.069 0.065 0.073 0.071 ...
## $ free.sulfur.dioxide : num 11 25 15 17 11 13 15 15 9 17 ...
## $ total.sulfur.dioxide: num 34 67 54 60 34 40 59 21 18 102 ...
## $ density : num 0.998 0.997 0.997 0.998 0.998 ...
## $ pH : num 3.51 3.2 3.26 3.16 3.51 3.51 3.3 3.39 3.36 3.35 ...
## $ sulphates : num 0.56 0.68 0.65 0.58 0.56 0.56 0.46 0.47 0.57 0.8 ...
## $ alcohol : num 9.4 9.8 9.8 9.8 9.4 9.4 9.4 10 9.5 10.5 ...
## $ quality : int 5 5 5 6 5 5 5 7 7 5 ...# Resumen de los cuartiles de la data
summary(BD)## fixed.acidity volatile.acidity citric.acid residual.sugar
## Min. : 4.60 Min. :0.1200 Min. :0.000 Min. : 0.900
## 1st Qu.: 7.10 1st Qu.:0.3900 1st Qu.:0.090 1st Qu.: 1.900
## Median : 7.90 Median :0.5200 Median :0.260 Median : 2.200
## Mean : 8.32 Mean :0.5278 Mean :0.271 Mean : 2.539
## 3rd Qu.: 9.20 3rd Qu.:0.6400 3rd Qu.:0.420 3rd Qu.: 2.600
## Max. :15.90 Max. :1.5800 Max. :1.000 Max. :15.500
## chlorides free.sulfur.dioxide total.sulfur.dioxide density
## Min. :0.01200 Min. : 1.00 Min. : 6.00 Min. :0.9901
## 1st Qu.:0.07000 1st Qu.: 7.00 1st Qu.: 22.00 1st Qu.:0.9956
## Median :0.07900 Median :14.00 Median : 38.00 Median :0.9968
## Mean :0.08747 Mean :15.87 Mean : 46.47 Mean :0.9967
## 3rd Qu.:0.09000 3rd Qu.:21.00 3rd Qu.: 62.00 3rd Qu.:0.9978
## Max. :0.61100 Max. :72.00 Max. :289.00 Max. :1.0037
## pH sulphates alcohol quality
## Min. :2.740 Min. :0.3300 Min. : 8.40 Min. :3.000
## 1st Qu.:3.210 1st Qu.:0.5500 1st Qu.: 9.50 1st Qu.:5.000
## Median :3.310 Median :0.6200 Median :10.20 Median :6.000
## Mean :3.311 Mean :0.6581 Mean :10.42 Mean :5.636
## 3rd Qu.:3.400 3rd Qu.:0.7300 3rd Qu.:11.10 3rd Qu.:6.000
## Max. :4.010 Max. :2.0000 Max. :14.90 Max. :8.000summary(cars)## speed dist
## Min. : 4.0 Min. : 2.00
## 1st Qu.:12.0 1st Qu.: 26.00
## Median :15.0 Median : 36.00
## Mean :15.4 Mean : 42.98
## 3rd Qu.:19.0 3rd Qu.: 56.00
## Max. :25.0 Max. :120.00## Grafica de Datos
indexn <- NULL
indexc <- NULL
par(mfrow = c(1,4))
l <- 1
for(i in 1:columna){
if(is.numeric(BD[ , i])== TRUE){
titulo <- paste("", colnames(BD[i]))
hist(BD[ , i], col = i, main = titulo)
indexn <- c(indexn,i)
} else{
titulo <- paste(" ", colnames(BD[i]))
pie(table(BD[ , i]), main = titulo)
indexc <- c(indexc,i)
}
}
En la primera fila de grafcios se puede observar que las variables “fixed acidity”, “volatile acidity”, “citric acid” y “residual sugar” muestran asimetría a la derecha, con valores concentrados en rangos bajos y colas extendidas hacia valores más altos, indicando la presencia de outliers.
En la segunda fila de grafcios se puede observar que las variables “chlorides”, “free.sulfur.dioxide”, “total.sulfur.dioxide” y “density” muestran patrones claros de distribución, donde las primeras tres tienen asimetría a la derecha, mientras que la última presenta una distribución más centrada.
En la ultima fila de grafcios se puede observar que las variables “pH”, “sulphates”, “alcohol” y “quality” muestran distribuciones distintivas: pH y alcohol tienen distribuciones más centradas. Sulphates presenta asimetría a la derecha. Quality es una variable categórica con valores discretos.
```
Note that the echo = FALSE parameter was added to the
code chunk to prevent printing of the R code that generated the
plot.